id	sid	tid	token	lemma	pos
ahmr-773	1	1	ahmr	ahmr	NOUN
ahmr-773	1	2	,	,	PUNCT
ahmr-773	1	3	vol.2	vol.2	PROPN
ahmr-773	1	4	no3	no3	PROPN
ahmr-773	1	5	,	,	PUNCT
ahmr-773	1	6	september	september	PROPN
ahmr-773	1	7	-	-	PUNCT
ahmr-773	1	8	december	december	PROPN
ahmr-773	1	9	2016	2016	NUM
ahmr-773	1	10	567	567	NUM
ahmr-773	1	11	internal	internal	ADJ
ahmr-773	1	12	migration	migration	NOUN
ahmr-773	1	13	,	,	PUNCT
ahmr-773	1	14	remittances	remittance	NOUN
ahmr-773	1	15	and	and	CCONJ
ahmr-773	1	16	welfare	welfare	NOUN
ahmr-773	1	17	impacts	impact	NOUN
ahmr-773	1	18	:	:	PUNCT
ahmr-773	1	19	a	a	DET
ahmr-773	1	20	case	case	NOUN
ahmr-773	1	21	study	study	NOUN
ahmr-773	1	22	in	in	ADP
ahmr-773	1	23	dormaa	dormaa	ADJ
ahmr-773	1	24	municipality	municipality	NOUN
ahmr-773	1	25	,	,	PUNCT
ahmr-773	1	26	ghana	ghana	PROPN
ahmr-773	1	27	collins	collin	VERB
ahmr-773	1	28	yeboah	yeboah	PROPN
ahmr-773	1	29	*	*	PUNCT
ahmr-773	1	30	abstract	abstract	ADV
ahmr-773	1	31	though	though	SCONJ
ahmr-773	1	32	international	international	ADJ
ahmr-773	1	33	migration	migration	NOUN
ahmr-773	1	34	and	and	CCONJ
ahmr-773	1	35	its	its	PRON
ahmr-773	1	36	related	related	ADJ
ahmr-773	1	37	remittance	remittance	NOUN
ahmr-773	1	38	flows	flow	NOUN
ahmr-773	1	39	have	have	AUX
ahmr-773	1	40	attracted	attract	VERB
ahmr-773	1	41	considerable	considerable	ADJ
ahmr-773	1	42	attention	attention	NOUN
ahmr-773	1	43	in	in	ADP
ahmr-773	1	44	recent	recent	ADJ
ahmr-773	1	45	years	year	NOUN
ahmr-773	1	46	,	,	PUNCT
ahmr-773	1	47	internal	internal	ADJ
ahmr-773	1	48	migration	migration	NOUN
ahmr-773	1	49	has	have	AUX
ahmr-773	1	50	been	be	AUX
ahmr-773	1	51	the	the	DET
ahmr-773	1	52	focus	focus	NOUN
ahmr-773	1	53	of	of	ADP
ahmr-773	1	54	academic	academic	ADJ
ahmr-773	1	55	and	and	CCONJ
ahmr-773	1	56	policy	policy	NOUN
ahmr-773	1	57	discourse	discourse	NOUN
ahmr-773	1	58	for	for	ADP
ahmr-773	1	59	a	a	DET
ahmr-773	1	60	much	much	ADV
ahmr-773	1	61	longer	long	ADJ
ahmr-773	1	62	period	period	NOUN
ahmr-773	1	63	.	.	PUNCT
ahmr-773	2	1	studies	study	NOUN
ahmr-773	2	2	have	have	AUX
ahmr-773	2	3	shown	show	VERB
ahmr-773	2	4	that	that	SCONJ
ahmr-773	2	5	both	both	CCONJ
ahmr-773	2	6	internal	internal	ADJ
ahmr-773	2	7	and	and	CCONJ
ahmr-773	2	8	intra	intra	ADJ
ahmr-773	2	9	-	-	ADJ
ahmr-773	2	10	regional	regional	ADJ
ahmr-773	2	11	migration	migration	NOUN
ahmr-773	2	12	are	be	AUX
ahmr-773	2	13	far	far	ADV
ahmr-773	2	14	more	more	ADV
ahmr-773	2	15	significant	significant	ADJ
ahmr-773	2	16	in	in	ADP
ahmr-773	2	17	terms	term	NOUN
ahmr-773	2	18	of	of	ADP
ahmr-773	2	19	the	the	DET
ahmr-773	2	20	numbers	number	NOUN
ahmr-773	2	21	of	of	ADP
ahmr-773	2	22	people	people	NOUN
ahmr-773	2	23	involved	involve	VERB
ahmr-773	2	24	and	and	CCONJ
ahmr-773	2	25	the	the	DET
ahmr-773	2	26	quantum	quantum	NOUN
ahmr-773	2	27	of	of	ADP
ahmr-773	2	28	remittances	remittance	NOUN
ahmr-773	2	29	involved	involve	VERB
ahmr-773	2	30	than	than	ADP
ahmr-773	2	31	international	international	ADJ
ahmr-773	2	32	migration	migration	NOUN
ahmr-773	2	33	.	.	PUNCT
ahmr-773	3	1	however	however	ADV
ahmr-773	3	2	,	,	PUNCT
ahmr-773	3	3	despite	despite	SCONJ
ahmr-773	3	4	increasing	increase	VERB
ahmr-773	3	5	internal	internal	ADJ
ahmr-773	3	6	migration	migration	NOUN
ahmr-773	3	7	with	with	ADP
ahmr-773	3	8	its	its	PRON
ahmr-773	3	9	associated	associate	VERB
ahmr-773	3	10	remittances	remittance	NOUN
ahmr-773	3	11	,	,	PUNCT
ahmr-773	3	12	their	their	PRON
ahmr-773	3	13	linkages	linkage	NOUN
ahmr-773	3	14	with	with	ADP
ahmr-773	3	15	welfare	welfare	NOUN
ahmr-773	3	16	impacts	impact	NOUN
ahmr-773	3	17	are	be	AUX
ahmr-773	3	18	complex	complex	ADJ
ahmr-773	3	19	and	and	CCONJ
ahmr-773	3	20	mixed	mixed	ADJ
ahmr-773	3	21	.	.	PUNCT
ahmr-773	4	1	as	as	ADP
ahmr-773	4	2	such	such	ADJ
ahmr-773	4	3	,	,	PUNCT
ahmr-773	4	4	the	the	DET
ahmr-773	4	5	actual	actual	ADJ
ahmr-773	4	6	welfare	welfare	NOUN
ahmr-773	4	7	impacts	impact	NOUN
ahmr-773	4	8	of	of	ADP
ahmr-773	4	9	this	this	DET
ahmr-773	4	10	phenomenon	phenomenon	NOUN
ahmr-773	4	11	have	have	AUX
ahmr-773	4	12	been	be	AUX
ahmr-773	4	13	a	a	DET
ahmr-773	4	14	source	source	NOUN
ahmr-773	4	15	of	of	ADP
ahmr-773	4	16	debate	debate	NOUN
ahmr-773	4	17	in	in	ADP
ahmr-773	4	18	the	the	DET
ahmr-773	4	19	literature	literature	NOUN
ahmr-773	4	20	.	.	PUNCT
ahmr-773	5	1	using	use	VERB
ahmr-773	5	2	mixed	mixed	ADJ
ahmr-773	5	3	methods	method	NOUN
ahmr-773	5	4	,	,	PUNCT
ahmr-773	5	5	this	this	DET
ahmr-773	5	6	paper	paper	NOUN
ahmr-773	5	7	examines	examine	VERB
ahmr-773	5	8	the	the	DET
ahmr-773	5	9	relationship	relationship	NOUN
ahmr-773	5	10	between	between	ADP
ahmr-773	5	11	internal	internal	ADJ
ahmr-773	5	12	migration	migration	NOUN
ahmr-773	5	13	,	,	PUNCT
ahmr-773	5	14	remittances	remittance	NOUN
ahmr-773	5	15	and	and	CCONJ
ahmr-773	5	16	welfare	welfare	NOUN
ahmr-773	5	17	impacts	impact	NOUN
ahmr-773	5	18	in	in	ADP
ahmr-773	5	19	dormaa	dormaa	ADJ
ahmr-773	5	20	municipality	municipality	NOUN
ahmr-773	5	21	in	in	ADP
ahmr-773	5	22	ghana	ghana	PROPN
ahmr-773	5	23	.	.	PUNCT
ahmr-773	6	1	the	the	DET
ahmr-773	6	2	study	study	NOUN
ahmr-773	6	3	draws	draw	VERB
ahmr-773	6	4	upon	upon	SCONJ
ahmr-773	6	5	202	202	NUM
ahmr-773	6	6	migrant	migrant	ADJ
ahmr-773	6	7	households	household	NOUN
ahmr-773	6	8	on	on	ADP
ahmr-773	6	9	a	a	DET
ahmr-773	6	10	sample	sample	NOUN
ahmr-773	6	11	of	of	ADP
ahmr-773	6	12	358	358	NUM
ahmr-773	6	13	households	household	NOUN
ahmr-773	6	14	screened	screen	VERB
ahmr-773	6	15	.	.	PUNCT
ahmr-773	7	1	the	the	DET
ahmr-773	7	2	study	study	NOUN
ahmr-773	7	3	investigates	investigate	VERB
ahmr-773	7	4	migration	migration	NOUN
ahmr-773	7	5	patterns	pattern	NOUN
ahmr-773	7	6	and	and	CCONJ
ahmr-773	7	7	remittance	remittance	NOUN
ahmr-773	7	8	flows	flow	NOUN
ahmr-773	7	9	,	,	PUNCT
ahmr-773	7	10	uses	use	NOUN
ahmr-773	7	11	and	and	CCONJ
ahmr-773	7	12	impacts	impact	NOUN
ahmr-773	7	13	among	among	ADP
ahmr-773	7	14	migrant	migrant	ADJ
ahmr-773	7	15	households	household	NOUN
ahmr-773	7	16	in	in	ADP
ahmr-773	7	17	the	the	DET
ahmr-773	7	18	municipality	municipality	NOUN
ahmr-773	7	19	.	.	PUNCT
ahmr-773	8	1	the	the	DET
ahmr-773	8	2	study	study	NOUN
ahmr-773	8	3	suggests	suggest	VERB
ahmr-773	8	4	that	that	SCONJ
ahmr-773	8	5	many	many	ADJ
ahmr-773	8	6	of	of	ADP
ahmr-773	8	7	the	the	DET
ahmr-773	8	8	migrants	migrant	NOUN
ahmr-773	8	9	moved	move	VERB
ahmr-773	8	10	to	to	ADP
ahmr-773	8	11	another	another	DET
ahmr-773	8	12	town	town	NOUN
ahmr-773	8	13	or	or	CCONJ
ahmr-773	8	14	village	village	NOUN
ahmr-773	8	15	in	in	ADP
ahmr-773	8	16	ghana	ghana	PROPN
ahmr-773	8	17	for	for	ADP
ahmr-773	8	18	workrelated	workrelate	VERB
ahmr-773	8	19	reasons	reason	NOUN
ahmr-773	8	20	,	,	PUNCT
ahmr-773	8	21	notably	notably	ADV
ahmr-773	8	22	job	job	NOUN
ahmr-773	8	23	transfers	transfer	NOUN
ahmr-773	8	24	,	,	PUNCT
ahmr-773	8	25	work	work	NOUN
ahmr-773	8	26	or	or	CCONJ
ahmr-773	8	27	to	to	PART
ahmr-773	8	28	seek	seek	VERB
ahmr-773	8	29	work	work	NOUN
ahmr-773	8	30	/	/	SYM
ahmr-773	8	31	better	well	ADJ
ahmr-773	8	32	work	work	NOUN
ahmr-773	8	33	.	.	PUNCT
ahmr-773	9	1	the	the	DET
ahmr-773	9	2	study	study	NOUN
ahmr-773	9	3	also	also	ADV
ahmr-773	9	4	shows	show	VERB
ahmr-773	9	5	that	that	SCONJ
ahmr-773	9	6	there	there	PRON
ahmr-773	9	7	have	have	AUX
ahmr-773	9	8	been	be	AUX
ahmr-773	9	9	substantial	substantial	ADJ
ahmr-773	9	10	inflows	inflow	NOUN
ahmr-773	9	11	of	of	ADP
ahmr-773	9	12	migrant	migrant	ADJ
ahmr-773	9	13	remittances	remittance	NOUN
ahmr-773	9	14	to	to	ADP
ahmr-773	9	15	households	household	NOUN
ahmr-773	9	16	in	in	ADP
ahmr-773	9	17	dormaa	dormaa	ADJ
ahmr-773	9	18	municipality	municipality	NOUN
ahmr-773	9	19	.	.	PUNCT
ahmr-773	10	1	these	these	DET
ahmr-773	10	2	remittances	remittance	NOUN
ahmr-773	10	3	have	have	AUX
ahmr-773	10	4	contributed	contribute	VERB
ahmr-773	10	5	significantly	significantly	ADV
ahmr-773	10	6	to	to	ADP
ahmr-773	10	7	improving	improve	VERB
ahmr-773	10	8	migrant	migrant	ADJ
ahmr-773	10	9	household	household	NOUN
ahmr-773	10	10	’s	’s	PART
ahmr-773	10	11	access	access	NOUN
ahmr-773	10	12	to	to	ADP
ahmr-773	10	13	health	health	NOUN
ahmr-773	10	14	services	service	NOUN
ahmr-773	10	15	and	and	CCONJ
ahmr-773	10	16	education	education	NOUN
ahmr-773	10	17	,	,	PUNCT
ahmr-773	10	18	and	and	CCONJ
ahmr-773	10	19	have	have	AUX
ahmr-773	10	20	also	also	ADV
ahmr-773	10	21	become	become	VERB
ahmr-773	10	22	an	an	DET
ahmr-773	10	23	important	important	ADJ
ahmr-773	10	24	source	source	NOUN
ahmr-773	10	25	of	of	ADP
ahmr-773	10	26	income	income	NOUN
ahmr-773	10	27	for	for	ADP
ahmr-773	10	28	consumption	consumption	NOUN
ahmr-773	10	29	smoothing	smoothing	NOUN
ahmr-773	10	30	.	.	PUNCT
ahmr-773	11	1	the	the	DET
ahmr-773	11	2	study	study	NOUN
ahmr-773	11	3	recommends	recommend	VERB
ahmr-773	11	4	that	that	SCONJ
ahmr-773	11	5	government	government	NOUN
ahmr-773	11	6	should	should	AUX
ahmr-773	11	7	make	make	VERB
ahmr-773	11	8	efforts	effort	NOUN
ahmr-773	11	9	to	to	PART
ahmr-773	11	10	monitor	monitor	VERB
ahmr-773	11	11	remittance	remittance	NOUN
ahmr-773	11	12	flows	flow	NOUN
ahmr-773	11	13	in	in	ADP
ahmr-773	11	14	ghana	ghana	PROPN
ahmr-773	11	15	and	and	CCONJ
ahmr-773	11	16	also	also	ADV
ahmr-773	11	17	increase	increase	VERB
ahmr-773	11	18	awareness	awareness	NOUN
ahmr-773	11	19	about	about	ADP
ahmr-773	11	20	the	the	DET
ahmr-773	11	21	importance	importance	NOUN
ahmr-773	11	22	of	of	ADP
ahmr-773	11	23	remittances	remittance	NOUN
ahmr-773	11	24	for	for	ADP
ahmr-773	11	25	both	both	CCONJ
ahmr-773	11	26	national	national	ADJ
ahmr-773	11	27	and	and	CCONJ
ahmr-773	11	28	household	household	NOUN
ahmr-773	11	29	economies	economy	NOUN
ahmr-773	11	30	.	.	PUNCT
ahmr-773	12	1	further	far	ADV
ahmr-773	12	2	,	,	PUNCT
ahmr-773	12	3	there	there	PRON
ahmr-773	12	4	is	be	VERB
ahmr-773	12	5	the	the	DET
ahmr-773	12	6	need	need	NOUN
ahmr-773	12	7	to	to	PART
ahmr-773	12	8	scale	scale	VERB
ahmr-773	12	9	up	up	ADP
ahmr-773	12	10	education	education	NOUN
ahmr-773	12	11	on	on	ADP
ahmr-773	12	12	social	social	ADJ
ahmr-773	12	13	attitudes	attitude	NOUN
ahmr-773	12	14	and	and	CCONJ
ahmr-773	12	15	discourses	discourse	NOUN
ahmr-773	12	16	about	about	ADP
ahmr-773	12	17	internal	internal	ADJ
ahmr-773	12	18	migration	migration	NOUN
ahmr-773	12	19	and	and	CCONJ
ahmr-773	12	20	policy	policy	NOUN
ahmr-773	12	21	initiatives	initiative	NOUN
ahmr-773	12	22	in	in	ADP
ahmr-773	12	23	ghana	ghana	PROPN
ahmr-773	12	24	.	.	PUNCT
ahmr-773	13	1	keywords	keyword	VERB
ahmr-773	13	2	internal	internal	ADJ
ahmr-773	13	3	migration	migration	NOUN
ahmr-773	13	4	,	,	PUNCT
ahmr-773	13	5	remittances	remittance	NOUN
ahmr-773	13	6	,	,	PUNCT
ahmr-773	13	7	welfare	welfare	NOUN
ahmr-773	13	8	,	,	PUNCT
ahmr-773	13	9	households	household	NOUN
ahmr-773	13	10	,	,	PUNCT
ahmr-773	13	11	education	education	NOUN
ahmr-773	13	12	,	,	PUNCT
ahmr-773	13	13	health	health	NOUN
ahmr-773	13	14	,	,	PUNCT
ahmr-773	13	15	food	food	NOUN
ahmr-773	13	16	.	.	PUNCT
ahmr-773	14	1	*	*	PUNCT
ahmr-773	14	2	centre	centre	NOUN
ahmr-773	14	3	for	for	ADP
ahmr-773	14	4	migration	migration	NOUN
ahmr-773	14	5	studies	study	NOUN
ahmr-773	14	6	,	,	PUNCT
ahmr-773	14	7	university	university	NOUN
ahmr-773	14	8	of	of	ADP
ahmr-773	14	9	ghana	ghana	PROPN
ahmr-773	14	10	.	.	PUNCT
ahmr-773	15	1	email	email	NOUN
ahmr-773	15	2	:	:	PUNCT
ahmr-773	16	1	collinsybh@yahoo.com	collinsybh@yahoo.com	X
ahmr-773	16	2	.	.	PUNCT
ahmr-773	16	3	ahmr	ahmr	NOUN
ahmr-773	16	4	,	,	PUNCT
ahmr-773	16	5	vol.2	vol.2	PROPN
ahmr-773	16	6	no3	no3	PROPN
ahmr-773	16	7	,	,	PUNCT
ahmr-773	16	8	september	september	PROPN
ahmr-773	16	9	-	-	PUNCT
ahmr-773	16	10	december	december	PROPN
ahmr-773	16	11	2016	2016	NUM
ahmr-773	16	12	568	568	NUM
ahmr-773	16	13	introduction	introduction	NOUN
ahmr-773	16	14	globally	globally	ADV
ahmr-773	16	15	,	,	PUNCT
ahmr-773	16	16	migration	migration	NOUN
ahmr-773	16	17	and	and	CCONJ
ahmr-773	16	18	remittance	remittance	NOUN
ahmr-773	16	19	flows	flow	NOUN
ahmr-773	16	20	have	have	AUX
ahmr-773	16	21	attracted	attract	VERB
ahmr-773	16	22	considerable	considerable	ADJ
ahmr-773	16	23	attention	attention	NOUN
ahmr-773	16	24	of	of	ADP
ahmr-773	16	25	scholars	scholar	NOUN
ahmr-773	16	26	in	in	ADP
ahmr-773	16	27	recent	recent	ADJ
ahmr-773	16	28	years	year	NOUN
ahmr-773	16	29	.	.	PUNCT
ahmr-773	17	1	several	several	ADJ
ahmr-773	17	2	studies	study	NOUN
ahmr-773	17	3	(	(	PUNCT
ahmr-773	17	4	de	de	X
ahmr-773	17	5	haas	haas	PROPN
ahmr-773	17	6	,	,	PUNCT
ahmr-773	17	7	2007	2007	NUM
ahmr-773	17	8	;	;	PUNCT
ahmr-773	17	9	undp	undp	PROPN
ahmr-773	17	10	,	,	PUNCT
ahmr-773	17	11	2009	2009	NUM
ahmr-773	17	12	;	;	PUNCT
ahmr-773	17	13	european	european	PROPN
ahmr-773	17	14	commission	commission	PROPN
ahmr-773	17	15	,	,	PUNCT
ahmr-773	17	16	2012	2012	NUM
ahmr-773	17	17	;	;	PUNCT
ahmr-773	17	18	world	world	NOUN
ahmr-773	17	19	bank	bank	PROPN
ahmr-773	17	20	,	,	PUNCT
ahmr-773	17	21	2014	2014	NUM
ahmr-773	17	22	;	;	PUNCT
ahmr-773	17	23	randazzo	randazzo	VERB
ahmr-773	17	24	and	and	CCONJ
ahmr-773	17	25	pirancha	pirancha	NOUN
ahmr-773	17	26	,	,	PUNCT
ahmr-773	17	27	2014	2014	NUM
ahmr-773	17	28	;	;	PUNCT
ahmr-773	17	29	dinbabo	dinbabo	NOUN
ahmr-773	17	30	and	and	CCONJ
ahmr-773	17	31	nyasulu	nyasulu	VERB
ahmr-773	17	32	,	,	PUNCT
ahmr-773	17	33	2015	2015	NUM
ahmr-773	17	34	)	)	PUNCT
ahmr-773	17	35	indicate	indicate	VERB
ahmr-773	17	36	that	that	SCONJ
ahmr-773	17	37	developing	develop	VERB
ahmr-773	17	38	countries	country	NOUN
ahmr-773	17	39	generate	generate	VERB
ahmr-773	17	40	a	a	DET
ahmr-773	17	41	huge	huge	ADJ
ahmr-773	17	42	amount	amount	NOUN
ahmr-773	17	43	of	of	ADP
ahmr-773	17	44	remittances	remittance	NOUN
ahmr-773	17	45	and	and	CCONJ
ahmr-773	17	46	have	have	AUX
ahmr-773	17	47	shown	show	VERB
ahmr-773	17	48	optimism	optimism	NOUN
ahmr-773	17	49	in	in	ADP
ahmr-773	17	50	the	the	DET
ahmr-773	17	51	contemporary	contemporary	PROPN
ahmr-773	17	52	development	development	NOUN
ahmr-773	17	53	discourse	discourse	NOUN
ahmr-773	17	54	regarding	regard	VERB
ahmr-773	17	55	poverty	poverty	NOUN
ahmr-773	17	56	reduction	reduction	NOUN
ahmr-773	17	57	at	at	ADP
ahmr-773	17	58	the	the	DET
ahmr-773	17	59	household	household	NOUN
ahmr-773	17	60	level	level	NOUN
ahmr-773	17	61	.	.	PUNCT
ahmr-773	18	1	migrant	migrant	ADJ
ahmr-773	18	2	remittances	remittance	NOUN
ahmr-773	18	3	are	be	AUX
ahmr-773	18	4	a	a	DET
ahmr-773	18	5	source	source	NOUN
ahmr-773	18	6	of	of	ADP
ahmr-773	18	7	income	income	NOUN
ahmr-773	18	8	to	to	ADP
ahmr-773	18	9	most	most	ADJ
ahmr-773	18	10	developing	develop	VERB
ahmr-773	18	11	countries	country	NOUN
ahmr-773	18	12	(	(	PUNCT
ahmr-773	18	13	european	european	PROPN
ahmr-773	18	14	commission	commission	PROPN
ahmr-773	18	15	,	,	PUNCT
ahmr-773	18	16	2012	2012	NUM
ahmr-773	18	17	)	)	PUNCT
ahmr-773	18	18	and	and	CCONJ
ahmr-773	18	19	have	have	VERB
ahmr-773	18	20	the	the	DET
ahmr-773	18	21	potential	potential	NOUN
ahmr-773	18	22	to	to	PART
ahmr-773	18	23	increase	increase	VERB
ahmr-773	18	24	economic	economic	ADJ
ahmr-773	18	25	development	development	NOUN
ahmr-773	18	26	of	of	ADP
ahmr-773	18	27	migrants	migrant	NOUN
ahmr-773	18	28	’	'	PUNCT
ahmr-773	18	29	home	home	NOUN
ahmr-773	18	30	countries	country	NOUN
ahmr-773	18	31	(	(	PUNCT
ahmr-773	18	32	de	de	X
ahmr-773	18	33	haas	haas	PROPN
ahmr-773	18	34	,	,	PUNCT
ahmr-773	18	35	2007	2007	NUM
ahmr-773	18	36	)	)	PUNCT
ahmr-773	18	37	.	.	PUNCT
ahmr-773	19	1	remittances	remittance	NOUN
ahmr-773	19	2	are	be	AUX
ahmr-773	19	3	a	a	DET
ahmr-773	19	4	crucial	crucial	ADJ
ahmr-773	19	5	vehicle	vehicle	NOUN
ahmr-773	19	6	for	for	ADP
ahmr-773	19	7	poverty	poverty	NOUN
ahmr-773	19	8	reduction	reduction	NOUN
ahmr-773	19	9	in	in	ADP
ahmr-773	19	10	developing	develop	VERB
ahmr-773	19	11	countries	country	NOUN
ahmr-773	19	12	(	(	PUNCT
ahmr-773	19	13	world	world	PROPN
ahmr-773	19	14	bank	bank	PROPN
ahmr-773	19	15	,	,	PUNCT
ahmr-773	19	16	2013	2013	NUM
ahmr-773	19	17	)	)	PUNCT
ahmr-773	19	18	,	,	PUNCT
ahmr-773	19	19	an	an	DET
ahmr-773	19	20	important	important	ADJ
ahmr-773	19	21	source	source	NOUN
ahmr-773	19	22	of	of	ADP
ahmr-773	19	23	disposable	disposable	ADJ
ahmr-773	19	24	funds	fund	NOUN
ahmr-773	19	25	for	for	ADP
ahmr-773	19	26	families	family	NOUN
ahmr-773	19	27	of	of	ADP
ahmr-773	19	28	migrants	migrant	NOUN
ahmr-773	19	29	and	and	CCONJ
ahmr-773	19	30	a	a	DET
ahmr-773	19	31	potential	potential	ADJ
ahmr-773	19	32	source	source	NOUN
ahmr-773	19	33	by	by	ADP
ahmr-773	19	34	which	which	PRON
ahmr-773	19	35	to	to	PART
ahmr-773	19	36	finance	finance	VERB
ahmr-773	19	37	development	development	NOUN
ahmr-773	19	38	(	(	PUNCT
ahmr-773	19	39	european	european	PROPN
ahmr-773	19	40	commission	commission	PROPN
ahmr-773	19	41	,	,	PUNCT
ahmr-773	19	42	2012	2012	NUM
ahmr-773	19	43	:	:	PUNCT
ahmr-773	19	44	8	8	NUM
ahmr-773	19	45	;	;	PUNCT
ahmr-773	19	46	de	de	X
ahmr-773	19	47	haas	haas	NOUN
ahmr-773	19	48	,	,	PUNCT
ahmr-773	19	49	2007	2007	NUM
ahmr-773	19	50	:	:	PUNCT
ahmr-773	19	51	1	1	NUM
ahmr-773	19	52	)	)	PUNCT
ahmr-773	19	53	.	.	PUNCT
ahmr-773	20	1	analysts	analyst	NOUN
ahmr-773	20	2	indicate	indicate	VERB
ahmr-773	20	3	that	that	SCONJ
ahmr-773	20	4	remittances	remittance	NOUN
ahmr-773	20	5	are	be	AUX
ahmr-773	20	6	twice	twice	DET
ahmr-773	20	7	the	the	DET
ahmr-773	20	8	amount	amount	NOUN
ahmr-773	20	9	of	of	ADP
ahmr-773	20	10	the	the	DET
ahmr-773	20	11	official	official	ADJ
ahmr-773	20	12	development	development	NOUN
ahmr-773	20	13	assistance	assistance	NOUN
ahmr-773	20	14	(	(	PUNCT
ahmr-773	20	15	oda	oda	NOUN
ahmr-773	20	16	)	)	PUNCT
ahmr-773	20	17	and	and	CCONJ
ahmr-773	20	18	ten	ten	NUM
ahmr-773	20	19	times	time	NOUN
ahmr-773	20	20	more	more	ADJ
ahmr-773	20	21	than	than	ADP
ahmr-773	20	22	the	the	DET
ahmr-773	20	23	net	net	ADJ
ahmr-773	20	24	private	private	ADJ
ahmr-773	20	25	capital	capital	NOUN
ahmr-773	20	26	transfers	transfer	NOUN
ahmr-773	20	27	to	to	ADP
ahmr-773	20	28	developing	develop	VERB
ahmr-773	20	29	countries	country	NOUN
ahmr-773	20	30	(	(	PUNCT
ahmr-773	20	31	kapur	kapur	PROPN
ahmr-773	20	32	and	and	CCONJ
ahmr-773	20	33	mchale	mchale	PROPN
ahmr-773	20	34	,	,	PUNCT
ahmr-773	20	35	2003	2003	NUM
ahmr-773	20	36	)	)	PUNCT
ahmr-773	20	37	.	.	PUNCT
ahmr-773	21	1	though	though	SCONJ
ahmr-773	21	2	international	international	ADJ
ahmr-773	21	3	migration	migration	NOUN
ahmr-773	21	4	and	and	CCONJ
ahmr-773	21	5	its	its	PRON
ahmr-773	21	6	related	related	ADJ
ahmr-773	21	7	remittance	remittance	NOUN
ahmr-773	21	8	flows	flow	NOUN
ahmr-773	21	9	have	have	AUX
ahmr-773	21	10	attracted	attract	VERB
ahmr-773	21	11	considerable	considerable	ADJ
ahmr-773	21	12	attention	attention	NOUN
ahmr-773	21	13	in	in	ADP
ahmr-773	21	14	recent	recent	ADJ
ahmr-773	21	15	years	year	NOUN
ahmr-773	21	16	,	,	PUNCT
ahmr-773	21	17	internal	internal	ADJ
ahmr-773	21	18	migration	migration	NOUN
ahmr-773	21	19	has	have	AUX
ahmr-773	21	20	been	be	AUX
ahmr-773	21	21	the	the	DET
ahmr-773	21	22	focus	focus	NOUN
ahmr-773	21	23	of	of	ADP
ahmr-773	21	24	academic	academic	ADJ
ahmr-773	21	25	and	and	CCONJ
ahmr-773	21	26	policy	policy	NOUN
ahmr-773	21	27	discourse	discourse	NOUN
ahmr-773	21	28	for	for	ADP
ahmr-773	21	29	a	a	DET
ahmr-773	21	30	much	much	ADV
ahmr-773	21	31	longer	long	ADJ
ahmr-773	21	32	period	period	NOUN
ahmr-773	21	33	(	(	PUNCT
ahmr-773	21	34	see	see	VERB
ahmr-773	21	35	lewis	lewis	PROPN
ahmr-773	21	36	,	,	PUNCT
ahmr-773	21	37	1954	1954	NUM
ahmr-773	21	38	and	and	CCONJ
ahmr-773	21	39	todaro	todaro	NOUN
ahmr-773	21	40	,	,	PUNCT
ahmr-773	21	41	1969	1969	NUM
ahmr-773	21	42	)	)	PUNCT
ahmr-773	21	43	.	.	PUNCT
ahmr-773	22	1	according	accord	VERB
ahmr-773	22	2	to	to	ADP
ahmr-773	22	3	the	the	DET
ahmr-773	22	4	united	united	PROPN
ahmr-773	22	5	nations	nations	PROPN
ahmr-773	22	6	development	development	PROPN
ahmr-773	22	7	program	program	PROPN
ahmr-773	22	8	(	(	PUNCT
ahmr-773	22	9	undp	undp	PROPN
ahmr-773	22	10	,	,	PUNCT
ahmr-773	22	11	2009	2009	NUM
ahmr-773	22	12	)	)	PUNCT
ahmr-773	22	13	,	,	PUNCT
ahmr-773	22	14	both	both	CCONJ
ahmr-773	22	15	internal	internal	ADJ
ahmr-773	22	16	and	and	CCONJ
ahmr-773	22	17	intra	intra	ADJ
ahmr-773	22	18	-	-	ADJ
ahmr-773	22	19	regional	regional	ADJ
ahmr-773	22	20	migration	migration	NOUN
ahmr-773	22	21	are	be	AUX
ahmr-773	22	22	far	far	ADV
ahmr-773	22	23	more	more	ADV
ahmr-773	22	24	significant	significant	ADJ
ahmr-773	22	25	in	in	ADP
ahmr-773	22	26	terms	term	NOUN
ahmr-773	22	27	of	of	ADP
ahmr-773	22	28	the	the	DET
ahmr-773	22	29	numbers	number	NOUN
ahmr-773	22	30	of	of	ADP
ahmr-773	22	31	people	people	NOUN
ahmr-773	22	32	involved	involve	VERB
ahmr-773	22	33	and	and	CCONJ
ahmr-773	22	34	the	the	DET
ahmr-773	22	35	quantum	quantum	NOUN
ahmr-773	22	36	of	of	ADP
ahmr-773	22	37	remittances	remittance	NOUN
ahmr-773	22	38	involved	involve	VERB
ahmr-773	22	39	.	.	PUNCT
ahmr-773	23	1	it	it	PRON
ahmr-773	23	2	is	be	AUX
ahmr-773	23	3	estimated	estimate	VERB
ahmr-773	23	4	that	that	SCONJ
ahmr-773	23	5	internal	internal	ADJ
ahmr-773	23	6	migrants	migrant	NOUN
ahmr-773	23	7	outnumber	outnumber	VERB
ahmr-773	23	8	international	international	ADJ
ahmr-773	23	9	migrants	migrant	NOUN
ahmr-773	23	10	by	by	ADP
ahmr-773	23	11	a	a	DET
ahmr-773	23	12	ratio	ratio	NOUN
ahmr-773	23	13	of	of	ADP
ahmr-773	23	14	roughly	roughly	ADV
ahmr-773	23	15	four	four	NUM
ahmr-773	23	16	to	to	PART
ahmr-773	23	17	one	one	NUM
ahmr-773	23	18	(	(	PUNCT
ahmr-773	23	19	undp	undp	PROPN
ahmr-773	23	20	,	,	PUNCT
ahmr-773	23	21	2009	2009	NUM
ahmr-773	23	22	)	)	PUNCT
ahmr-773	23	23	.	.	PUNCT
ahmr-773	24	1	despite	despite	SCONJ
ahmr-773	24	2	increasing	increase	VERB
ahmr-773	24	3	internal	internal	ADJ
ahmr-773	24	4	migration	migration	NOUN
ahmr-773	24	5	with	with	ADP
ahmr-773	24	6	its	its	PRON
ahmr-773	24	7	associated	associate	VERB
ahmr-773	24	8	remittances	remittance	NOUN
ahmr-773	24	9	,	,	PUNCT
ahmr-773	24	10	the	the	DET
ahmr-773	24	11	linkages	linkage	NOUN
ahmr-773	24	12	between	between	ADP
ahmr-773	24	13	internal	internal	ADJ
ahmr-773	24	14	migration	migration	NOUN
ahmr-773	24	15	and	and	CCONJ
ahmr-773	24	16	welfare	welfare	NOUN
ahmr-773	24	17	impacts	impact	NOUN
ahmr-773	24	18	are	be	AUX
ahmr-773	24	19	complex	complex	ADJ
ahmr-773	24	20	and	and	CCONJ
ahmr-773	24	21	mixed	mixed	ADJ
ahmr-773	24	22	(	(	PUNCT
ahmr-773	24	23	adepoju	adepoju	PROPN
ahmr-773	24	24	,	,	PUNCT
ahmr-773	24	25	2005	2005	NUM
ahmr-773	24	26	;	;	PUNCT
ahmr-773	24	27	awumbila	awumbila	PROPN
ahmr-773	24	28	et	et	PROPN
ahmr-773	24	29	al	al	PROPN
ahmr-773	24	30	,	,	PUNCT
ahmr-773	24	31	2014	2014	NUM
ahmr-773	24	32	)	)	PUNCT
ahmr-773	24	33	.	.	PUNCT
ahmr-773	25	1	in	in	ADP
ahmr-773	25	2	ghana	ghana	PROPN
ahmr-773	25	3	,	,	PUNCT
ahmr-773	25	4	internal	internal	ADJ
ahmr-773	25	5	migration	migration	NOUN
ahmr-773	25	6	and	and	CCONJ
ahmr-773	25	7	remittances	remittance	NOUN
ahmr-773	25	8	have	have	AUX
ahmr-773	25	9	received	receive	VERB
ahmr-773	25	10	significant	significant	ADJ
ahmr-773	25	11	scholarship	scholarship	NOUN
ahmr-773	25	12	(	(	PUNCT
ahmr-773	25	13	songsore	songsore	NOUN
ahmr-773	25	14	,	,	PUNCT
ahmr-773	25	15	2003	2003	NUM
ahmr-773	25	16	;	;	PUNCT
ahmr-773	25	17	opare	opare	PROPN
ahmr-773	25	18	,	,	PUNCT
ahmr-773	25	19	2003	2003	NUM
ahmr-773	25	20	;	;	PUNCT
ahmr-773	25	21	awumbila	awumbila	PROPN
ahmr-773	25	22	,	,	PUNCT
ahmr-773	25	23	2007	2007	NUM
ahmr-773	25	24	;	;	PUNCT
ahmr-773	25	25	boakye	boakye	NOUN
ahmr-773	25	26	-	-	PUNCT
ahmr-773	25	27	yiadom	yiadom	NOUN
ahmr-773	25	28	,	,	PUNCT
ahmr-773	25	29	2008	2008	NUM
ahmr-773	25	30	;	;	PUNCT
ahmr-773	25	31	ackah	ackah	PROPN
ahmr-773	25	32	and	and	CCONJ
ahmr-773	25	33	medvedev	medvedev	PROPN
ahmr-773	25	34	,	,	PUNCT
ahmr-773	25	35	2010	2010	NUM
ahmr-773	25	36	;	;	PUNCT
ahmr-773	25	37	awumbila	awumbila	PROPN
ahmr-773	25	38	et	et	PROPN
ahmr-773	25	39	al	al	PROPN
ahmr-773	25	40	,	,	PUNCT
ahmr-773	25	41	2014	2014	NUM
ahmr-773	25	42	;	;	PUNCT
ahmr-773	25	43	awumbila	awumbila	PROPN
ahmr-773	25	44	et	et	PROPN
ahmr-773	25	45	al	al	PROPN
ahmr-773	25	46	,	,	PUNCT
ahmr-773	25	47	2015	2015	NUM
ahmr-773	25	48	)	)	PUNCT
ahmr-773	25	49	.	.	PUNCT
ahmr-773	26	1	according	accord	VERB
ahmr-773	26	2	to	to	ADP
ahmr-773	26	3	quartey	quartey	PROPN
ahmr-773	26	4	(	(	PUNCT
ahmr-773	26	5	2006	2006	NUM
ahmr-773	26	6	:	:	PUNCT
ahmr-773	26	7	6	6	NUM
ahmr-773	26	8	)	)	PUNCT
ahmr-773	26	9	,	,	PUNCT
ahmr-773	26	10	migrant	migrant	ADJ
ahmr-773	26	11	remittances	remittance	NOUN
ahmr-773	26	12	serve	serve	VERB
ahmr-773	26	13	as	as	ADP
ahmr-773	26	14	a	a	DET
ahmr-773	26	15	source	source	NOUN
ahmr-773	26	16	of	of	ADP
ahmr-773	26	17	income	income	NOUN
ahmr-773	26	18	smoothing	smoothing	NOUN
ahmr-773	26	19	and	and	CCONJ
ahmr-773	26	20	better	well	ADJ
ahmr-773	26	21	welfare	welfare	NOUN
ahmr-773	26	22	for	for	ADP
ahmr-773	26	23	migrant	migrant	ADJ
ahmr-773	26	24	households	household	NOUN
ahmr-773	26	25	in	in	ADP
ahmr-773	26	26	ghana	ghana	PROPN
ahmr-773	26	27	.	.	PUNCT
ahmr-773	27	1	these	these	DET
ahmr-773	27	2	remittances	remittance	NOUN
ahmr-773	27	3	are	be	AUX
ahmr-773	27	4	used	use	VERB
ahmr-773	27	5	for	for	ADP
ahmr-773	27	6	both	both	CCONJ
ahmr-773	27	7	consumption	consumption	NOUN
ahmr-773	27	8	and	and	CCONJ
ahmr-773	27	9	investment	investment	NOUN
ahmr-773	27	10	purposes	purpose	NOUN
ahmr-773	27	11	that	that	PRON
ahmr-773	27	12	,	,	PUNCT
ahmr-773	27	13	in	in	ADP
ahmr-773	27	14	turn	turn	NOUN
ahmr-773	27	15	,	,	PUNCT
ahmr-773	27	16	have	have	VERB
ahmr-773	27	17	both	both	CCONJ
ahmr-773	27	18	direct	direct	ADJ
ahmr-773	27	19	and	and	CCONJ
ahmr-773	27	20	indirect	indirect	ADJ
ahmr-773	27	21	effects	effect	NOUN
ahmr-773	27	22	on	on	ADP
ahmr-773	27	23	household	household	NOUN
ahmr-773	27	24	welfare	welfare	NOUN
ahmr-773	27	25	(	(	PUNCT
ahmr-773	27	26	quartey	quartey	PROPN
ahmr-773	27	27	,	,	PUNCT
ahmr-773	27	28	2006	2006	NUM
ahmr-773	27	29	:	:	PUNCT
ahmr-773	27	30	6	6	NUM
ahmr-773	27	31	)	)	PUNCT
ahmr-773	27	32	.	.	PUNCT
ahmr-773	28	1	despite	despite	SCONJ
ahmr-773	28	2	its	its	PRON
ahmr-773	28	3	significance	significance	NOUN
ahmr-773	28	4	,	,	PUNCT
ahmr-773	28	5	the	the	DET
ahmr-773	28	6	relationship	relationship	NOUN
ahmr-773	28	7	between	between	ADP
ahmr-773	28	8	internal	internal	ADJ
ahmr-773	28	9	migration	migration	NOUN
ahmr-773	28	10	and	and	CCONJ
ahmr-773	28	11	poverty	poverty	NOUN
ahmr-773	28	12	outcomes	outcome	NOUN
ahmr-773	28	13	has	have	AUX
ahmr-773	28	14	received	receive	VERB
ahmr-773	28	15	little	little	ADJ
ahmr-773	28	16	attention	attention	NOUN
ahmr-773	28	17	in	in	ADP
ahmr-773	28	18	both	both	CCONJ
ahmr-773	28	19	academic	academic	ADJ
ahmr-773	28	20	ahmr	ahmr	NOUN
ahmr-773	28	21	,	,	PUNCT
ahmr-773	28	22	vol.2	vol.2	PROPN
ahmr-773	28	23	no3	no3	PROPN
ahmr-773	28	24	,	,	PUNCT
ahmr-773	28	25	september	september	PROPN
ahmr-773	28	26	-	-	PUNCT
ahmr-773	28	27	december	december	PROPN
ahmr-773	28	28	2016	2016	NUM
ahmr-773	28	29	569	569	NUM
ahmr-773	28	30	and	and	CCONJ
ahmr-773	28	31	policy	policy	NOUN
ahmr-773	28	32	circles	circle	NOUN
ahmr-773	28	33	in	in	ADP
ahmr-773	28	34	terms	term	NOUN
ahmr-773	28	35	of	of	ADP
ahmr-773	28	36	creating	create	VERB
ahmr-773	28	37	a	a	DET
ahmr-773	28	38	national	national	ADJ
ahmr-773	28	39	picture	picture	NOUN
ahmr-773	28	40	of	of	ADP
ahmr-773	28	41	the	the	DET
ahmr-773	28	42	impacts	impact	NOUN
ahmr-773	28	43	of	of	ADP
ahmr-773	28	44	migrants	migrant	NOUN
ahmr-773	28	45	’	'	PUNCT
ahmr-773	28	46	remittances	remittance	NOUN
ahmr-773	28	47	(	(	PUNCT
ahmr-773	28	48	dinbabo	dinbabo	NOUN
ahmr-773	28	49	&	&	CCONJ
ahmr-773	28	50	nyasulu	nyasulu	VERB
ahmr-773	28	51	,	,	PUNCT
ahmr-773	28	52	2015	2015	NUM
ahmr-773	28	53	;	;	PUNCT
ahmr-773	28	54	twumasi	twumasi	NOUN
ahmr-773	28	55	-	-	PUNCT
ahmr-773	28	56	ankrah	ankrah	PROPN
ahmr-773	28	57	,	,	PUNCT
ahmr-773	28	58	1995	1995	NUM
ahmr-773	28	59	;	;	PUNCT
ahmr-773	28	60	srivastava	srivastava	PROPN
ahmr-773	28	61	,	,	PUNCT
ahmr-773	28	62	2005	2005	NUM
ahmr-773	28	63	)	)	PUNCT
ahmr-773	28	64	.	.	PUNCT
ahmr-773	29	1	while	while	SCONJ
ahmr-773	29	2	some	some	PRON
ahmr-773	29	3	argue	argue	VERB
ahmr-773	29	4	that	that	SCONJ
ahmr-773	29	5	this	this	PRON
ahmr-773	29	6	could	could	AUX
ahmr-773	29	7	be	be	AUX
ahmr-773	29	8	as	as	ADP
ahmr-773	29	9	a	a	DET
ahmr-773	29	10	result	result	NOUN
ahmr-773	29	11	of	of	ADP
ahmr-773	29	12	the	the	DET
ahmr-773	29	13	paucity	paucity	NOUN
ahmr-773	29	14	of	of	ADP
ahmr-773	29	15	data	datum	NOUN
ahmr-773	29	16	in	in	ADP
ahmr-773	29	17	the	the	DET
ahmr-773	29	18	field	field	NOUN
ahmr-773	29	19	(	(	PUNCT
ahmr-773	29	20	boakye	boakye	NOUN
ahmr-773	29	21	-	-	PUNCT
ahmr-773	29	22	yaidom	yaidom	NOUN
ahmr-773	29	23	,	,	PUNCT
ahmr-773	29	24	2008	2008	NUM
ahmr-773	29	25	)	)	PUNCT
ahmr-773	29	26	,	,	PUNCT
ahmr-773	29	27	others	other	NOUN
ahmr-773	29	28	argue	argue	VERB
ahmr-773	29	29	that	that	SCONJ
ahmr-773	29	30	the	the	DET
ahmr-773	29	31	actual	actual	ADJ
ahmr-773	29	32	welfare	welfare	NOUN
ahmr-773	29	33	impacts	impact	NOUN
ahmr-773	29	34	of	of	ADP
ahmr-773	29	35	migration	migration	NOUN
ahmr-773	29	36	are	be	AUX
ahmr-773	29	37	still	still	ADV
ahmr-773	29	38	unknown	unknown	ADJ
ahmr-773	29	39	,	,	PUNCT
ahmr-773	29	40	which	which	PRON
ahmr-773	29	41	has	have	AUX
ahmr-773	29	42	been	be	AUX
ahmr-773	29	43	a	a	DET
ahmr-773	29	44	source	source	NOUN
ahmr-773	29	45	of	of	ADP
ahmr-773	29	46	debate	debate	NOUN
ahmr-773	29	47	in	in	ADP
ahmr-773	29	48	the	the	DET
ahmr-773	29	49	literature	literature	NOUN
ahmr-773	29	50	(	(	PUNCT
ahmr-773	29	51	awumbila	awumbila	PROPN
ahmr-773	29	52	et	et	PROPN
ahmr-773	29	53	al	al	PROPN
ahmr-773	29	54	,	,	PUNCT
ahmr-773	29	55	2014	2014	NUM
ahmr-773	29	56	)	)	PUNCT
ahmr-773	29	57	.	.	PUNCT
ahmr-773	30	1	to	to	ADP
ahmr-773	30	2	quartey	quartey	PROPN
ahmr-773	30	3	(	(	PUNCT
ahmr-773	30	4	2006	2006	NUM
ahmr-773	30	5	:	:	PUNCT
ahmr-773	30	6	7	7	NUM
ahmr-773	30	7	)	)	PUNCT
ahmr-773	30	8	,	,	PUNCT
ahmr-773	30	9	the	the	DET
ahmr-773	30	10	relationship	relationship	NOUN
ahmr-773	30	11	between	between	ADP
ahmr-773	30	12	migrant	migrant	ADJ
ahmr-773	30	13	remittances	remittance	NOUN
ahmr-773	30	14	and	and	CCONJ
ahmr-773	30	15	household	household	NOUN
ahmr-773	30	16	welfare	welfare	NOUN
ahmr-773	30	17	in	in	ADP
ahmr-773	30	18	ghana	ghana	PROPN
ahmr-773	30	19	has	have	AUX
ahmr-773	30	20	not	not	PART
ahmr-773	30	21	been	be	AUX
ahmr-773	30	22	empirically	empirically	ADV
ahmr-773	30	23	investigated	investigate	VERB
ahmr-773	30	24	.	.	PUNCT
ahmr-773	31	1	as	as	ADP
ahmr-773	31	2	such	such	ADJ
ahmr-773	31	3	,	,	PUNCT
ahmr-773	31	4	the	the	DET
ahmr-773	31	5	actual	actual	ADJ
ahmr-773	31	6	developmental	developmental	ADJ
ahmr-773	31	7	and	and	CCONJ
ahmr-773	31	8	welfare	welfare	NOUN
ahmr-773	31	9	impacts	impact	NOUN
ahmr-773	31	10	of	of	ADP
ahmr-773	31	11	remittances	remittance	NOUN
ahmr-773	31	12	have	have	AUX
ahmr-773	31	13	been	be	AUX
ahmr-773	31	14	a	a	DET
ahmr-773	31	15	source	source	NOUN
ahmr-773	31	16	of	of	ADP
ahmr-773	31	17	debate	debate	NOUN
ahmr-773	31	18	in	in	ADP
ahmr-773	31	19	the	the	DET
ahmr-773	31	20	migration	migration	NOUN
ahmr-773	31	21	literature	literature	NOUN
ahmr-773	31	22	(	(	PUNCT
ahmr-773	31	23	twumasi	twumasi	NOUN
ahmr-773	31	24	-	-	PUNCT
ahmr-773	31	25	ankrah	ankrah	PROPN
ahmr-773	31	26	,	,	PUNCT
ahmr-773	31	27	1995	1995	NUM
ahmr-773	31	28	;	;	PUNCT
ahmr-773	31	29	murrugarra	murrugarra	PROPN
ahmr-773	31	30	et	et	PROPN
ahmr-773	31	31	al	al	PROPN
ahmr-773	31	32	,	,	PUNCT
ahmr-773	31	33	2011	2011	NUM
ahmr-773	31	34	)	)	PUNCT
ahmr-773	31	35	.	.	PUNCT
ahmr-773	32	1	ghana	ghana	PROPN
ahmr-773	32	2	’s	’s	PART
ahmr-773	32	3	population	population	NOUN
ahmr-773	32	4	is	be	AUX
ahmr-773	32	5	characterised	characterise	VERB
ahmr-773	32	6	by	by	ADP
ahmr-773	32	7	high	high	ADJ
ahmr-773	32	8	mobility	mobility	NOUN
ahmr-773	32	9	with	with	ADP
ahmr-773	32	10	more	more	ADJ
ahmr-773	32	11	than	than	ADP
ahmr-773	32	12	43	43	NUM
ahmr-773	32	13	%	%	NOUN
ahmr-773	32	14	of	of	ADP
ahmr-773	32	15	all	all	DET
ahmr-773	32	16	households	household	NOUN
ahmr-773	32	17	in	in	ADP
ahmr-773	32	18	2005/06	2005/06	NUM
ahmr-773	32	19	having	have	VERB
ahmr-773	32	20	at	at	ADV
ahmr-773	32	21	least	least	ADV
ahmr-773	32	22	one	one	NUM
ahmr-773	32	23	migrant	migrant	NOUN
ahmr-773	32	24	(	(	PUNCT
ahmr-773	32	25	ackah	ackah	PROPN
ahmr-773	32	26	and	and	CCONJ
ahmr-773	32	27	medvedev	medvedev	PROPN
ahmr-773	32	28	,	,	PUNCT
ahmr-773	32	29	2010	2010	NUM
ahmr-773	32	30	)	)	PUNCT
ahmr-773	32	31	.	.	PUNCT
ahmr-773	33	1	evidence	evidence	NOUN
ahmr-773	33	2	from	from	ADP
ahmr-773	33	3	the	the	DET
ahmr-773	33	4	ghana	ghana	PROPN
ahmr-773	33	5	living	living	NOUN
ahmr-773	33	6	standards	standard	NOUN
ahmr-773	33	7	survey	survey	VERB
ahmr-773	33	8	5	5	NUM
ahmr-773	33	9	(	(	PUNCT
ahmr-773	33	10	glss	glss	ADV
ahmr-773	33	11	5	5	NUM
ahmr-773	33	12	)	)	PUNCT
ahmr-773	33	13	indicated	indicate	VERB
ahmr-773	33	14	that	that	SCONJ
ahmr-773	33	15	internal	internal	ADJ
ahmr-773	33	16	migration	migration	NOUN
ahmr-773	33	17	is	be	AUX
ahmr-773	33	18	the	the	DET
ahmr-773	33	19	major	major	ADJ
ahmr-773	33	20	form	form	NOUN
ahmr-773	33	21	of	of	ADP
ahmr-773	33	22	migration	migration	NOUN
ahmr-773	33	23	in	in	ADP
ahmr-773	33	24	ghana	ghana	PROPN
ahmr-773	33	25	.	.	PUNCT
ahmr-773	34	1	by	by	ADP
ahmr-773	34	2	2010	2010	NUM
ahmr-773	34	3	,	,	PUNCT
ahmr-773	34	4	the	the	DET
ahmr-773	34	5	proportion	proportion	NOUN
ahmr-773	34	6	of	of	ADP
ahmr-773	34	7	the	the	DET
ahmr-773	34	8	population	population	NOUN
ahmr-773	34	9	living	live	VERB
ahmr-773	34	10	in	in	ADP
ahmr-773	34	11	urban	urban	ADJ
ahmr-773	34	12	areas	area	NOUN
ahmr-773	34	13	was	be	AUX
ahmr-773	34	14	50.9	50.9	NUM
ahmr-773	34	15	%	%	NOUN
ahmr-773	34	16	,	,	PUNCT
ahmr-773	34	17	an	an	DET
ahmr-773	34	18	increase	increase	NOUN
ahmr-773	34	19	from	from	ADP
ahmr-773	34	20	43.8	43.8	NUM
ahmr-773	34	21	%	%	NOUN
ahmr-773	34	22	in	in	ADP
ahmr-773	34	23	2000	2000	NUM
ahmr-773	34	24	(	(	PUNCT
ahmr-773	34	25	gss	gss	PROPN
ahmr-773	34	26	,	,	PUNCT
ahmr-773	34	27	2012	2012	NUM
ahmr-773	34	28	)	)	PUNCT
ahmr-773	34	29	,	,	PUNCT
ahmr-773	34	30	and	and	CCONJ
ahmr-773	34	31	is	be	AUX
ahmr-773	34	32	projected	project	VERB
ahmr-773	34	33	to	to	PART
ahmr-773	34	34	increase	increase	VERB
ahmr-773	34	35	to	to	ADP
ahmr-773	34	36	63	63	NUM
ahmr-773	34	37	%	%	NOUN
ahmr-773	34	38	by	by	ADP
ahmr-773	34	39	2025	2025	NUM
ahmr-773	34	40	.	.	PUNCT
ahmr-773	35	1	also	also	ADV
ahmr-773	35	2	,	,	PUNCT
ahmr-773	35	3	the	the	DET
ahmr-773	35	4	population	population	NOUN
ahmr-773	35	5	census	census	NOUN
ahmr-773	35	6	indicates	indicate	VERB
ahmr-773	35	7	that	that	SCONJ
ahmr-773	35	8	about	about	ADV
ahmr-773	35	9	35	35	NUM
ahmr-773	35	10	%	%	NOUN
ahmr-773	35	11	of	of	ADP
ahmr-773	35	12	the	the	DET
ahmr-773	35	13	population	population	NOUN
ahmr-773	35	14	in	in	ADP
ahmr-773	35	15	ghana	ghana	PROPN
ahmr-773	35	16	are	be	AUX
ahmr-773	35	17	migrants	migrant	NOUN
ahmr-773	35	18	or	or	CCONJ
ahmr-773	35	19	people	people	NOUN
ahmr-773	35	20	living	live	VERB
ahmr-773	35	21	outside	outside	ADP
ahmr-773	35	22	their	their	PRON
ahmr-773	35	23	places	place	NOUN
ahmr-773	35	24	of	of	ADP
ahmr-773	35	25	birth	birth	NOUN
ahmr-773	35	26	.	.	PUNCT
ahmr-773	36	1	the	the	DET
ahmr-773	36	2	recent	recent	ADJ
ahmr-773	36	3	glss	glss	ADJ
ahmr-773	36	4	6	6	NUM
ahmr-773	36	5	data	datum	NOUN
ahmr-773	36	6	notes	note	NOUN
ahmr-773	36	7	that	that	SCONJ
ahmr-773	36	8	48.6	48.6	NUM
ahmr-773	36	9	%	%	NOUN
ahmr-773	36	10	of	of	ADP
ahmr-773	36	11	ghana	ghana	PROPN
ahmr-773	36	12	’s	’s	PART
ahmr-773	36	13	population	population	NOUN
ahmr-773	36	14	aged	age	VERB
ahmr-773	36	15	seven	seven	NUM
ahmr-773	36	16	years	year	NOUN
ahmr-773	36	17	and	and	CCONJ
ahmr-773	36	18	above	above	ADV
ahmr-773	36	19	were	be	AUX
ahmr-773	36	20	migrants	migrant	NOUN
ahmr-773	36	21	(	(	PUNCT
ahmr-773	36	22	see	see	VERB
ahmr-773	36	23	gss	gss	PROPN
ahmr-773	36	24	,	,	PUNCT
ahmr-773	36	25	2014	2014	NUM
ahmr-773	36	26	)	)	PUNCT
ahmr-773	36	27	.	.	PUNCT
ahmr-773	37	1	it	it	PRON
ahmr-773	37	2	is	be	AUX
ahmr-773	37	3	worth	worth	ADJ
ahmr-773	37	4	noting	note	VERB
ahmr-773	37	5	that	that	SCONJ
ahmr-773	37	6	in	in	ADP
ahmr-773	37	7	2005/06	2005/06	NUM
ahmr-773	37	8	,	,	PUNCT
ahmr-773	37	9	51.6	51.6	NUM
ahmr-773	37	10	%	%	NOUN
ahmr-773	37	11	of	of	ADP
ahmr-773	37	12	the	the	DET
ahmr-773	37	13	corresponding	corresponding	ADJ
ahmr-773	37	14	population	population	NOUN
ahmr-773	37	15	were	be	AUX
ahmr-773	37	16	migrants	migrant	NOUN
ahmr-773	37	17	,	,	PUNCT
ahmr-773	37	18	with	with	ADP
ahmr-773	37	19	the	the	DET
ahmr-773	37	20	shares	share	NOUN
ahmr-773	37	21	of	of	ADP
ahmr-773	37	22	males	male	NOUN
ahmr-773	37	23	and	and	CCONJ
ahmr-773	37	24	females	female	NOUN
ahmr-773	37	25	who	who	PRON
ahmr-773	37	26	were	be	AUX
ahmr-773	37	27	migrants	migrant	NOUN
ahmr-773	37	28	being	be	AUX
ahmr-773	37	29	49.8	49.8	NUM
ahmr-773	37	30	%	%	NOUN
ahmr-773	37	31	and	and	CCONJ
ahmr-773	37	32	53.2	53.2	NUM
ahmr-773	37	33	%	%	NOUN
ahmr-773	37	34	,	,	PUNCT
ahmr-773	37	35	respectively	respectively	ADV
ahmr-773	37	36	(	(	PUNCT
ahmr-773	37	37	gss	gss	PROPN
ahmr-773	37	38	,	,	PUNCT
ahmr-773	37	39	2008	2008	NUM
ahmr-773	37	40	)	)	PUNCT
ahmr-773	37	41	.	.	PUNCT
ahmr-773	38	1	thus	thus	ADV
ahmr-773	38	2	,	,	PUNCT
ahmr-773	38	3	in	in	ADP
ahmr-773	38	4	comparison	comparison	NOUN
ahmr-773	38	5	with	with	ADP
ahmr-773	38	6	the	the	DET
ahmr-773	38	7	data	datum	NOUN
ahmr-773	38	8	from	from	ADP
ahmr-773	38	9	2005/06	2005/06	NUM
ahmr-773	38	10	,	,	PUNCT
ahmr-773	38	11	there	there	PRON
ahmr-773	38	12	is	be	VERB
ahmr-773	38	13	a	a	DET
ahmr-773	38	14	slight	slight	ADJ
ahmr-773	38	15	drop	drop	NOUN
ahmr-773	38	16	in	in	ADP
ahmr-773	38	17	the	the	DET
ahmr-773	38	18	population	population	NOUN
ahmr-773	38	19	’s	’s	PART
ahmr-773	38	20	share	share	NOUN
ahmr-773	38	21	of	of	ADP
ahmr-773	38	22	migrants	migrant	NOUN
ahmr-773	38	23	over	over	ADP
ahmr-773	38	24	the	the	DET
ahmr-773	38	25	seven	seven	NUM
ahmr-773	38	26	-	-	PUNCT
ahmr-773	38	27	year	year	NOUN
ahmr-773	38	28	period	period	NOUN
ahmr-773	38	29	from	from	ADP
ahmr-773	38	30	2005/06	2005/06	NUM
ahmr-773	38	31	to	to	ADP
ahmr-773	38	32	2012/13	2012/13	NUM
ahmr-773	38	33	.	.	PUNCT
ahmr-773	39	1	caldwell	caldwell	PROPN
ahmr-773	39	2	(	(	PUNCT
ahmr-773	39	3	1968	1968	NUM
ahmr-773	39	4	)	)	PUNCT
ahmr-773	39	5	explained	explain	VERB
ahmr-773	39	6	that	that	SCONJ
ahmr-773	39	7	internal	internal	ADJ
ahmr-773	39	8	migration	migration	NOUN
ahmr-773	39	9	,	,	PUNCT
ahmr-773	39	10	especially	especially	ADV
ahmr-773	39	11	to	to	ADP
ahmr-773	39	12	areas	area	NOUN
ahmr-773	39	13	where	where	SCONJ
ahmr-773	39	14	opportunities	opportunity	NOUN
ahmr-773	39	15	exist	exist	VERB
ahmr-773	39	16	has	have	AUX
ahmr-773	39	17	become	become	VERB
ahmr-773	39	18	a	a	DET
ahmr-773	39	19	livelihood	livelihood	NOUN
ahmr-773	39	20	strategy	strategy	NOUN
ahmr-773	39	21	for	for	ADP
ahmr-773	39	22	most	most	ADJ
ahmr-773	39	23	ghanaians	ghanaians	PROPN
ahmr-773	39	24	.	.	PUNCT
ahmr-773	40	1	according	accord	VERB
ahmr-773	40	2	to	to	ADP
ahmr-773	40	3	awumbila	awumbila	PROPN
ahmr-773	40	4	et	et	PROPN
ahmr-773	40	5	al	al	PROPN
ahmr-773	40	6	.	.	PROPN
ahmr-773	41	1	(	(	PUNCT
ahmr-773	41	2	2014	2014	NUM
ahmr-773	41	3	)	)	PUNCT
ahmr-773	41	4	,	,	PUNCT
ahmr-773	41	5	rural	rural	ADJ
ahmr-773	41	6	-	-	PUNCT
ahmr-773	41	7	urban	urban	ADJ
ahmr-773	41	8	migration	migration	NOUN
ahmr-773	41	9	is	be	AUX
ahmr-773	41	10	a	a	DET
ahmr-773	41	11	livelihood	livelihood	NOUN
ahmr-773	41	12	strategy	strategy	NOUN
ahmr-773	41	13	adopted	adopt	VERB
ahmr-773	41	14	by	by	ADP
ahmr-773	41	15	many	many	ADJ
ahmr-773	41	16	to	to	PART
ahmr-773	41	17	move	move	VERB
ahmr-773	41	18	out	out	ADP
ahmr-773	41	19	of	of	ADP
ahmr-773	41	20	poverty	poverty	NOUN
ahmr-773	41	21	in	in	ADP
ahmr-773	41	22	ghana	ghana	PROPN
ahmr-773	41	23	.	.	PUNCT
ahmr-773	42	1	migrants	migrant	NOUN
ahmr-773	42	2	send	send	VERB
ahmr-773	42	3	home	home	NOUN
ahmr-773	42	4	remittances	remittance	NOUN
ahmr-773	42	5	to	to	ADP
ahmr-773	42	6	their	their	PRON
ahmr-773	42	7	families	family	NOUN
ahmr-773	42	8	left	leave	VERB
ahmr-773	42	9	behind	behind	ADV
ahmr-773	42	10	,	,	PUNCT
ahmr-773	42	11	yet	yet	CCONJ
ahmr-773	42	12	the	the	DET
ahmr-773	42	13	actual	actual	ADJ
ahmr-773	42	14	impacts	impact	NOUN
ahmr-773	42	15	on	on	ADP
ahmr-773	42	16	their	their	PRON
ahmr-773	42	17	welfare	welfare	NOUN
ahmr-773	42	18	are	be	AUX
ahmr-773	42	19	not	not	PART
ahmr-773	42	20	known	know	VERB
ahmr-773	42	21	.	.	PUNCT
ahmr-773	43	1	this	this	DET
ahmr-773	43	2	article	article	NOUN
ahmr-773	43	3	examines	examine	VERB
ahmr-773	43	4	the	the	DET
ahmr-773	43	5	relationships	relationship	NOUN
ahmr-773	43	6	between	between	ADP
ahmr-773	43	7	internal	internal	ADJ
ahmr-773	43	8	migration	migration	NOUN
ahmr-773	43	9	,	,	PUNCT
ahmr-773	43	10	remittances	remittance	NOUN
ahmr-773	43	11	and	and	CCONJ
ahmr-773	43	12	welfare	welfare	NOUN
ahmr-773	43	13	impacts	impact	NOUN
ahmr-773	43	14	using	use	VERB
ahmr-773	43	15	a	a	DET
ahmr-773	43	16	case	case	NOUN
ahmr-773	43	17	study	study	NOUN
ahmr-773	43	18	in	in	ADP
ahmr-773	43	19	dormaa	dormaa	ADJ
ahmr-773	43	20	municipality	municipality	NOUN
ahmr-773	43	21	,	,	PUNCT
ahmr-773	43	22	ghana	ghana	PROPN
ahmr-773	43	23	.	.	PUNCT
ahmr-773	44	1	structurally	structurally	ADV
ahmr-773	44	2	,	,	PUNCT
ahmr-773	44	3	this	this	DET
ahmr-773	44	4	article	article	NOUN
ahmr-773	44	5	is	be	AUX
ahmr-773	44	6	divided	divide	VERB
ahmr-773	44	7	into	into	ADP
ahmr-773	44	8	four	four	NUM
ahmr-773	44	9	sections	section	NOUN
ahmr-773	44	10	.	.	PUNCT
ahmr-773	45	1	the	the	DET
ahmr-773	45	2	first	first	ADJ
ahmr-773	45	3	section	section	NOUN
ahmr-773	45	4	explains	explain	VERB
ahmr-773	45	5	the	the	DET
ahmr-773	45	6	theoretical	theoretical	ADJ
ahmr-773	45	7	framework	framework	NOUN
ahmr-773	45	8	and	and	CCONJ
ahmr-773	45	9	conceptual	conceptual	ADJ
ahmr-773	45	10	discussions	discussion	NOUN
ahmr-773	45	11	regarding	regard	VERB
ahmr-773	45	12	internal	internal	ADJ
ahmr-773	45	13	migration	migration	NOUN
ahmr-773	45	14	,	,	PUNCT
ahmr-773	45	15	remittances	remittance	NOUN
ahmr-773	45	16	and	and	CCONJ
ahmr-773	45	17	welfare	welfare	NOUN
ahmr-773	45	18	impacts	impact	NOUN
ahmr-773	45	19	.	.	PUNCT
ahmr-773	46	1	the	the	DET
ahmr-773	46	2	second	second	ADJ
ahmr-773	46	3	section	section	NOUN
ahmr-773	46	4	reviews	review	VERB
ahmr-773	46	5	the	the	DET
ahmr-773	46	6	appropriate	appropriate	ADJ
ahmr-773	46	7	literature	literature	NOUN
ahmr-773	46	8	on	on	ADP
ahmr-773	46	9	internal	internal	ADJ
ahmr-773	46	10	migration	migration	NOUN
ahmr-773	46	11	,	,	PUNCT
ahmr-773	46	12	remittances	remittance	NOUN
ahmr-773	46	13	and	and	CCONJ
ahmr-773	46	14	welfare	welfare	NOUN
ahmr-773	46	15	impacts	impact	NOUN
ahmr-773	46	16	,	,	PUNCT
ahmr-773	46	17	describing	describe	VERB
ahmr-773	46	18	and	and	CCONJ
ahmr-773	46	19	analysing	analyse	VERB
ahmr-773	46	20	the	the	DET
ahmr-773	46	21	relevant	relevant	ADJ
ahmr-773	46	22	views	view	NOUN
ahmr-773	46	23	and	and	CCONJ
ahmr-773	46	24	models	model	NOUN
ahmr-773	46	25	that	that	PRON
ahmr-773	46	26	have	have	AUX
ahmr-773	46	27	been	be	AUX
ahmr-773	46	28	put	put	VERB
ahmr-773	46	29	across	across	ADP
ahmr-773	46	30	and	and	CCONJ
ahmr-773	46	31	highlighting	highlight	VERB
ahmr-773	46	32	gaps	gap	NOUN
ahmr-773	46	33	in	in	ADP
ahmr-773	46	34	the	the	DET
ahmr-773	46	35	literature	literature	NOUN
ahmr-773	46	36	.	.	PUNCT
ahmr-773	47	1	the	the	DET
ahmr-773	47	2	third	third	ADJ
ahmr-773	47	3	section	section	NOUN
ahmr-773	47	4	presents	present	VERB
ahmr-773	47	5	the	the	DET
ahmr-773	47	6	methodological	methodological	ADJ
ahmr-773	47	7	approaches	approach	NOUN
ahmr-773	47	8	ahmr	ahmr	NOUN
ahmr-773	47	9	,	,	PUNCT
ahmr-773	47	10	vol.2	vol.2	PROPN
ahmr-773	47	11	no3	no3	PROPN
ahmr-773	47	12	,	,	PUNCT
ahmr-773	47	13	september	september	PROPN
ahmr-773	47	14	-	-	PUNCT
ahmr-773	47	15	december	december	PROPN
ahmr-773	47	16	2016	2016	NUM
ahmr-773	47	17	570	570	NUM
ahmr-773	47	18	employed	employ	VERB
ahmr-773	47	19	in	in	ADP
ahmr-773	47	20	the	the	DET
ahmr-773	47	21	study	study	NOUN
ahmr-773	47	22	and	and	CCONJ
ahmr-773	47	23	the	the	DET
ahmr-773	47	24	fourth	fourth	ADJ
ahmr-773	47	25	section	section	NOUN
ahmr-773	47	26	discusses	discuss	VERB
ahmr-773	47	27	the	the	DET
ahmr-773	47	28	results	result	NOUN
ahmr-773	47	29	and	and	CCONJ
ahmr-773	47	30	provides	provide	VERB
ahmr-773	47	31	the	the	DET
ahmr-773	47	32	conclusion	conclusion	NOUN
ahmr-773	47	33	.	.	PUNCT
ahmr-773	48	1	theoretical	theoretical	ADJ
ahmr-773	48	2	framework	framework	NOUN
ahmr-773	48	3	and	and	CCONJ
ahmr-773	48	4	conceptual	conceptual	ADJ
ahmr-773	48	5	discussions	discussion	NOUN
ahmr-773	48	6	the	the	DET
ahmr-773	48	7	push	push	NOUN
ahmr-773	48	8	-	-	PUNCT
ahmr-773	48	9	pull	pull	NOUN
ahmr-773	48	10	theory	theory	NOUN
ahmr-773	48	11	the	the	DET
ahmr-773	48	12	push	push	NOUN
ahmr-773	48	13	-	-	PUNCT
ahmr-773	48	14	pull	pull	NOUN
ahmr-773	48	15	theory	theory	NOUN
ahmr-773	48	16	of	of	ADP
ahmr-773	48	17	migration	migration	NOUN
ahmr-773	48	18	was	be	AUX
ahmr-773	48	19	postulated	postulate	VERB
ahmr-773	48	20	by	by	ADP
ahmr-773	48	21	ravenstein	ravenstein	PROPN
ahmr-773	48	22	(	(	PUNCT
ahmr-773	48	23	1889	1889	NUM
ahmr-773	48	24	)	)	PUNCT
ahmr-773	48	25	in	in	ADP
ahmr-773	48	26	his	his	PRON
ahmr-773	48	27	work	work	NOUN
ahmr-773	48	28	,	,	PUNCT
ahmr-773	48	29	‘	'	PUNCT
ahmr-773	48	30	the	the	DET
ahmr-773	48	31	laws	law	NOUN
ahmr-773	48	32	of	of	ADP
ahmr-773	48	33	migration	migration	NOUN
ahmr-773	48	34	.	.	PUNCT
ahmr-773	48	35	’	'	PUNCT
ahmr-773	49	1	the	the	DET
ahmr-773	49	2	theory	theory	NOUN
ahmr-773	49	3	combined	combine	VERB
ahmr-773	49	4	individual	individual	ADJ
ahmr-773	49	5	rational	rational	ADJ
ahmr-773	49	6	choice	choice	NOUN
ahmr-773	49	7	theory	theory	NOUN
ahmr-773	49	8	,	,	PUNCT
ahmr-773	49	9	newtonian	newtonian	ADJ
ahmr-773	49	10	physics	physics	NOUN
ahmr-773	49	11	and	and	CCONJ
ahmr-773	49	12	other	other	ADJ
ahmr-773	49	13	rural	rural	ADJ
ahmr-773	49	14	-	-	PUNCT
ahmr-773	49	15	urban	urban	ADJ
ahmr-773	49	16	and	and	CCONJ
ahmr-773	49	17	developmental	developmental	ADJ
ahmr-773	49	18	perspectives	perspective	NOUN
ahmr-773	49	19	to	to	PART
ahmr-773	49	20	draw	draw	VERB
ahmr-773	49	21	empirical	empirical	ADJ
ahmr-773	49	22	generalisations	generalisation	NOUN
ahmr-773	49	23	on	on	ADP
ahmr-773	49	24	the	the	DET
ahmr-773	49	25	flow	flow	NOUN
ahmr-773	49	26	of	of	ADP
ahmr-773	49	27	human	human	ADJ
ahmr-773	49	28	beings	being	NOUN
ahmr-773	49	29	between	between	ADP
ahmr-773	49	30	places	place	NOUN
ahmr-773	49	31	(	(	PUNCT
ahmr-773	49	32	dinbabo	dinbabo	NOUN
ahmr-773	49	33	and	and	CCONJ
ahmr-773	49	34	nyasulu	nyasulu	VERB
ahmr-773	49	35	,	,	PUNCT
ahmr-773	49	36	2015	2015	NUM
ahmr-773	49	37	:	:	PUNCT
ahmr-773	49	38	33	33	NUM
ahmr-773	49	39	)	)	PUNCT
ahmr-773	49	40	.	.	PUNCT
ahmr-773	50	1	de	de	PROPN
ahmr-773	50	2	haas	haas	PROPN
ahmr-773	50	3	(	(	PUNCT
ahmr-773	50	4	cited	cite	VERB
ahmr-773	50	5	in	in	ADP
ahmr-773	50	6	dinbabo	dinbabo	NOUN
ahmr-773	50	7	and	and	CCONJ
ahmr-773	50	8	nyasulu	nyasulu	VERB
ahmr-773	50	9	,	,	PUNCT
ahmr-773	50	10	2015	2015	NUM
ahmr-773	50	11	:	:	PUNCT
ahmr-773	50	12	33	33	NUM
ahmr-773	50	13	)	)	PUNCT
ahmr-773	50	14	provides	provide	VERB
ahmr-773	50	15	a	a	DET
ahmr-773	50	16	summary	summary	NOUN
ahmr-773	50	17	of	of	ADP
ahmr-773	50	18	these	these	DET
ahmr-773	50	19	seven	seven	NUM
ahmr-773	50	20	laws	law	NOUN
ahmr-773	50	21	as	as	SCONJ
ahmr-773	50	22	follows	follow	VERB
ahmr-773	50	23	:	:	PUNCT
ahmr-773	50	24	“	"	PUNCT
ahmr-773	50	25	(	(	PUNCT
ahmr-773	50	26	1	1	X
ahmr-773	50	27	)	)	PUNCT
ahmr-773	50	28	most	most	ADJ
ahmr-773	50	29	migration	migration	NOUN
ahmr-773	50	30	occurs	occur	VERB
ahmr-773	50	31	within	within	ADP
ahmr-773	50	32	a	a	DET
ahmr-773	50	33	short	short	ADJ
ahmr-773	50	34	distance	distance	NOUN
ahmr-773	50	35	;	;	PUNCT
ahmr-773	50	36	(	(	PUNCT
ahmr-773	50	37	2	2	X
ahmr-773	50	38	)	)	PUNCT
ahmr-773	50	39	the	the	DET
ahmr-773	50	40	majority	majority	NOUN
ahmr-773	50	41	of	of	ADP
ahmr-773	50	42	migration	migration	NOUN
ahmr-773	50	43	movements	movement	NOUN
ahmr-773	50	44	are	be	AUX
ahmr-773	50	45	from	from	ADP
ahmr-773	50	46	agricultural	agricultural	ADJ
ahmr-773	50	47	to	to	ADP
ahmr-773	50	48	industrial	industrial	ADJ
ahmr-773	50	49	regions	region	NOUN
ahmr-773	50	50	;	;	PUNCT
ahmr-773	50	51	(	(	PUNCT
ahmr-773	50	52	3	3	X
ahmr-773	50	53	)	)	PUNCT
ahmr-773	50	54	expansion	expansion	NOUN
ahmr-773	50	55	of	of	ADP
ahmr-773	50	56	most	most	ADV
ahmr-773	50	57	bigger	big	ADJ
ahmr-773	50	58	town	town	NOUN
ahmr-773	50	59	centres	centre	NOUN
ahmr-773	50	60	is	be	AUX
ahmr-773	50	61	as	as	ADP
ahmr-773	50	62	a	a	DET
ahmr-773	50	63	result	result	NOUN
ahmr-773	50	64	of	of	ADP
ahmr-773	50	65	migration	migration	NOUN
ahmr-773	50	66	rather	rather	ADV
ahmr-773	50	67	than	than	ADP
ahmr-773	50	68	natural	natural	ADJ
ahmr-773	50	69	growth	growth	NOUN
ahmr-773	50	70	;	;	PUNCT
ahmr-773	50	71	(	(	PUNCT
ahmr-773	50	72	4	4	X
ahmr-773	50	73	)	)	PUNCT
ahmr-773	50	74	migration	migration	NOUN
ahmr-773	50	75	develops	develop	VERB
ahmr-773	50	76	in	in	ADP
ahmr-773	50	77	tandem	tandem	NOUN
ahmr-773	50	78	with	with	ADP
ahmr-773	50	79	industrial	industrial	ADJ
ahmr-773	50	80	,	,	PUNCT
ahmr-773	50	81	commercial	commercial	ADJ
ahmr-773	50	82	and	and	CCONJ
ahmr-773	50	83	transportation	transportation	NOUN
ahmr-773	50	84	expansion	expansion	NOUN
ahmr-773	50	85	;	;	PUNCT
ahmr-773	50	86	(	(	PUNCT
ahmr-773	50	87	5	5	X
ahmr-773	50	88	)	)	PUNCT
ahmr-773	50	89	every	every	DET
ahmr-773	50	90	migration	migration	NOUN
ahmr-773	50	91	flow	flow	NOUN
ahmr-773	50	92	produces	produce	VERB
ahmr-773	50	93	a	a	DET
ahmr-773	50	94	counterflow	counterflow	NOUN
ahmr-773	50	95	;	;	PUNCT
ahmr-773	50	96	(	(	PUNCT
ahmr-773	50	97	6	6	X
ahmr-773	50	98	)	)	PUNCT
ahmr-773	50	99	most	most	ADJ
ahmr-773	50	100	women	woman	NOUN
ahmr-773	50	101	undertake	undertake	VERB
ahmr-773	50	102	short	short	ADJ
ahmr-773	50	103	distance	distance	NOUN
ahmr-773	50	104	migration	migration	NOUN
ahmr-773	50	105	while	while	SCONJ
ahmr-773	50	106	the	the	DET
ahmr-773	50	107	majority	majority	NOUN
ahmr-773	50	108	of	of	ADP
ahmr-773	50	109	men	man	NOUN
ahmr-773	50	110	indulge	indulge	VERB
ahmr-773	50	111	in	in	ADP
ahmr-773	50	112	international	international	ADJ
ahmr-773	50	113	migration	migration	NOUN
ahmr-773	50	114	;	;	PUNCT
ahmr-773	50	115	(	(	PUNCT
ahmr-773	50	116	7	7	X
ahmr-773	50	117	)	)	PUNCT
ahmr-773	50	118	economic	economic	ADJ
ahmr-773	50	119	causes	cause	NOUN
ahmr-773	50	120	are	be	AUX
ahmr-773	50	121	at	at	ADP
ahmr-773	50	122	the	the	DET
ahmr-773	50	123	centre	centre	NOUN
ahmr-773	50	124	of	of	ADP
ahmr-773	50	125	most	most	ADJ
ahmr-773	50	126	migration	migration	NOUN
ahmr-773	50	127	flows	flow	NOUN
ahmr-773	50	128	.	.	PUNCT
ahmr-773	50	129	”	"	PUNCT
ahmr-773	51	1	this	this	DET
ahmr-773	51	2	theory	theory	NOUN
ahmr-773	51	3	has	have	AUX
ahmr-773	51	4	been	be	AUX
ahmr-773	51	5	applied	apply	VERB
ahmr-773	51	6	to	to	ADP
ahmr-773	51	7	the	the	DET
ahmr-773	51	8	study	study	NOUN
ahmr-773	51	9	of	of	ADP
ahmr-773	51	10	migration	migration	NOUN
ahmr-773	51	11	based	base	VERB
ahmr-773	51	12	on	on	ADP
ahmr-773	51	13	what	what	PRON
ahmr-773	51	14	‘	'	PUNCT
ahmr-773	51	15	pushes	push	NOUN
ahmr-773	51	16	’	'	PUNCT
ahmr-773	51	17	migrants	migrant	NOUN
ahmr-773	51	18	from	from	ADP
ahmr-773	51	19	the	the	DET
ahmr-773	51	20	place	place	NOUN
ahmr-773	51	21	of	of	ADP
ahmr-773	51	22	origin	origin	NOUN
ahmr-773	51	23	and	and	CCONJ
ahmr-773	51	24	what	what	PRON
ahmr-773	51	25	attracts	attract	VERB
ahmr-773	51	26	or	or	CCONJ
ahmr-773	51	27	‘	'	PUNCT
ahmr-773	51	28	pulls	pull	VERB
ahmr-773	51	29	’	'	PUNCT
ahmr-773	51	30	them	they	PRON
ahmr-773	51	31	to	to	ADP
ahmr-773	51	32	their	their	PRON
ahmr-773	51	33	place	place	NOUN
ahmr-773	51	34	of	of	ADP
ahmr-773	51	35	destination	destination	NOUN
ahmr-773	51	36	.	.	PUNCT
ahmr-773	52	1	this	this	DET
ahmr-773	52	2	theory	theory	NOUN
ahmr-773	52	3	postulates	postulate	VERB
ahmr-773	52	4	that	that	SCONJ
ahmr-773	52	5	the	the	DET
ahmr-773	52	6	decision	decision	NOUN
ahmr-773	52	7	to	to	PART
ahmr-773	52	8	move	move	VERB
ahmr-773	52	9	results	result	NOUN
ahmr-773	52	10	based	base	VERB
ahmr-773	52	11	on	on	ADP
ahmr-773	52	12	these	these	DET
ahmr-773	52	13	two	two	NUM
ahmr-773	52	14	opposing	oppose	VERB
ahmr-773	52	15	forces	force	NOUN
ahmr-773	52	16	.	.	PUNCT
ahmr-773	53	1	according	accord	VERB
ahmr-773	53	2	to	to	ADP
ahmr-773	53	3	king	king	NOUN
ahmr-773	53	4	,	,	PUNCT
ahmr-773	53	5	2012	2012	NUM
ahmr-773	53	6	(	(	PUNCT
ahmr-773	53	7	cited	cite	VERB
ahmr-773	53	8	in	in	ADP
ahmr-773	53	9	dinbabo	dinbabo	NOUN
ahmr-773	53	10	and	and	CCONJ
ahmr-773	53	11	nyasulu	nyasulu	VERB
ahmr-773	53	12	,	,	PUNCT
ahmr-773	53	13	2015	2015	NUM
ahmr-773	53	14	:	:	PUNCT
ahmr-773	53	15	33	33	NUM
ahmr-773	53	16	)	)	PUNCT
ahmr-773	53	17	,	,	PUNCT
ahmr-773	53	18	economic	economic	ADJ
ahmr-773	53	19	and	and	CCONJ
ahmr-773	53	20	socio	socio	NOUN
ahmr-773	53	21	-	-	PUNCT
ahmr-773	53	22	political	political	ADJ
ahmr-773	53	23	factors	factor	NOUN
ahmr-773	53	24	present	present	ADJ
ahmr-773	53	25	in	in	ADP
ahmr-773	53	26	both	both	CCONJ
ahmr-773	53	27	the	the	DET
ahmr-773	53	28	source	source	NOUN
ahmr-773	53	29	and	and	CCONJ
ahmr-773	53	30	destination	destination	NOUN
ahmr-773	53	31	countries	country	NOUN
ahmr-773	53	32	explain	explain	VERB
ahmr-773	53	33	the	the	DET
ahmr-773	53	34	push	push	NOUN
ahmr-773	53	35	-	-	PUNCT
ahmr-773	53	36	pull	pull	NOUN
ahmr-773	53	37	migration	migration	NOUN
ahmr-773	53	38	theory	theory	NOUN
ahmr-773	53	39	.	.	PUNCT
ahmr-773	54	1	thus	thus	ADV
ahmr-773	54	2	,	,	PUNCT
ahmr-773	54	3	factors	factor	NOUN
ahmr-773	54	4	such	such	ADJ
ahmr-773	54	5	as	as	ADP
ahmr-773	54	6	“	"	PUNCT
ahmr-773	54	7	poverty	poverty	NOUN
ahmr-773	54	8	,	,	PUNCT
ahmr-773	54	9	unemployment	unemployment	NOUN
ahmr-773	54	10	,	,	PUNCT
ahmr-773	54	11	political	political	ADJ
ahmr-773	54	12	repression	repression	NOUN
ahmr-773	54	13	,	,	PUNCT
ahmr-773	54	14	poverty	poverty	NOUN
ahmr-773	54	15	,	,	PUNCT
ahmr-773	54	16	etc	etc	X
ahmr-773	54	17	…	…	PUNCT
ahmr-773	54	18	drive	drive	VERB
ahmr-773	54	19	out	out	ADP
ahmr-773	54	20	(	(	PUNCT
ahmr-773	54	21	‘	'	PUNCT
ahmr-773	54	22	push	push	VERB
ahmr-773	54	23	’	'	PUNCT
ahmr-773	54	24	)	)	PUNCT
ahmr-773	54	25	people	people	NOUN
ahmr-773	54	26	out	out	ADP
ahmr-773	54	27	of	of	ADP
ahmr-773	54	28	their	their	PRON
ahmr-773	54	29	home	home	NOUN
ahmr-773	55	1	[	[	X
ahmr-773	55	2	source	source	NOUN
ahmr-773	55	3	]	]	X
ahmr-773	55	4	countries	country	NOUN
ahmr-773	55	5	”	"	PUNCT
ahmr-773	55	6	.	.	PUNCT
ahmr-773	56	1	as	as	SCONJ
ahmr-773	56	2	pointed	point	VERB
ahmr-773	56	3	out	out	ADP
ahmr-773	56	4	by	by	ADP
ahmr-773	56	5	awumbila	awumbila	PROPN
ahmr-773	56	6	et	et	PROPN
ahmr-773	56	7	al	al	PROPN
ahmr-773	56	8	.	.	PUNCT
ahmr-773	57	1	(	(	PUNCT
ahmr-773	57	2	2008	2008	NUM
ahmr-773	57	3	:	:	PUNCT
ahmr-773	57	4	20	20	NUM
ahmr-773	57	5	)	)	PUNCT
ahmr-773	57	6	,	,	PUNCT
ahmr-773	57	7	“	"	PUNCT
ahmr-773	57	8	unfavourable	unfavourable	ADJ
ahmr-773	57	9	conditions	condition	NOUN
ahmr-773	57	10	in	in	ADP
ahmr-773	57	11	one	one	NUM
ahmr-773	57	12	place	place	NOUN
ahmr-773	57	13	‘	'	PUNCT
ahmr-773	57	14	push	push	VERB
ahmr-773	57	15	’	'	PUNCT
ahmr-773	57	16	people	people	NOUN
ahmr-773	57	17	out	out	ADP
ahmr-773	57	18	and	and	CCONJ
ahmr-773	57	19	favourable	favourable	ADJ
ahmr-773	57	20	conditions	condition	NOUN
ahmr-773	57	21	in	in	ADP
ahmr-773	57	22	an	an	DET
ahmr-773	57	23	external	external	ADJ
ahmr-773	57	24	location	location	NOUN
ahmr-773	57	25	‘	'	PUNCT
ahmr-773	57	26	pull	pull	VERB
ahmr-773	57	27	’	'	PUNCT
ahmr-773	57	28	them	they	PRON
ahmr-773	57	29	in	in	ADP
ahmr-773	57	30	.	.	PUNCT
ahmr-773	57	31	”	"	PUNCT
ahmr-773	58	1	critics	critic	NOUN
ahmr-773	58	2	of	of	ADP
ahmr-773	58	3	the	the	DET
ahmr-773	58	4	theory	theory	NOUN
ahmr-773	58	5	argue	argue	VERB
ahmr-773	58	6	that	that	SCONJ
ahmr-773	58	7	the	the	DET
ahmr-773	58	8	push	push	NOUN
ahmr-773	58	9	-	-	PUNCT
ahmr-773	58	10	pull	pull	NOUN
ahmr-773	58	11	theory	theory	NOUN
ahmr-773	58	12	is	be	AUX
ahmr-773	58	13	“	"	PUNCT
ahmr-773	58	14	barely	barely	ADV
ahmr-773	58	15	a	a	DET
ahmr-773	58	16	theory	theory	NOUN
ahmr-773	58	17	,	,	PUNCT
ahmr-773	58	18	it	it	PRON
ahmr-773	58	19	is	be	AUX
ahmr-773	58	20	more	more	ADV
ahmr-773	58	21	a	a	DET
ahmr-773	58	22	grouping	grouping	NOUN
ahmr-773	58	23	of	of	ADP
ahmr-773	58	24	factors	factor	NOUN
ahmr-773	58	25	affecting	affect	VERB
ahmr-773	58	26	migration	migration	NOUN
ahmr-773	58	27	,	,	PUNCT
ahmr-773	58	28	without	without	ADP
ahmr-773	58	29	considering	consider	VERB
ahmr-773	58	30	the	the	DET
ahmr-773	58	31	exact	exact	ADJ
ahmr-773	58	32	causal	causal	ADJ
ahmr-773	58	33	mechanisms	mechanism	NOUN
ahmr-773	58	34	”	"	PUNCT
ahmr-773	58	35	(	(	PUNCT
ahmr-773	58	36	hagen	hagen	NOUN
ahmr-773	58	37	-	-	PUNCT
ahmr-773	58	38	zanker	zanker	NOUN
ahmr-773	58	39	,	,	PUNCT
ahmr-773	58	40	2008	2008	NUM
ahmr-773	58	41	:	:	PUNCT
ahmr-773	58	42	9	9	NUM
ahmr-773	58	43	)	)	PUNCT
ahmr-773	58	44	.	.	PUNCT
ahmr-773	59	1	samers	samer	NOUN
ahmr-773	59	2	(	(	PUNCT
ahmr-773	59	3	2010	2010	NUM
ahmr-773	59	4	:	:	PUNCT
ahmr-773	59	5	55	55	NUM
ahmr-773	59	6	-	-	SYM
ahmr-773	59	7	56	56	NUM
ahmr-773	59	8	)	)	PUNCT
ahmr-773	59	9	describes	describe	VERB
ahmr-773	59	10	these	these	DET
ahmr-773	59	11	factors	factor	NOUN
ahmr-773	59	12	as	as	ADP
ahmr-773	59	13	“	"	PUNCT
ahmr-773	59	14	economically	economically	ADV
ahmr-773	59	15	deterministic	deterministic	ADJ
ahmr-773	59	16	,	,	PUNCT
ahmr-773	59	17	”	"	PUNCT
ahmr-773	59	18	“	"	PUNCT
ahmr-773	59	19	methodologically	methodologically	ADV
ahmr-773	59	20	individualist	individualist	ADJ
ahmr-773	59	21	”	"	PUNCT
ahmr-773	59	22	and	and	CCONJ
ahmr-773	59	23	“	"	PUNCT
ahmr-773	59	24	dreadfully	dreadfully	ADV
ahmr-773	59	25	antiquated	antiquated	ADJ
ahmr-773	59	26	.	.	PUNCT
ahmr-773	59	27	”	"	PUNCT
ahmr-773	60	1	in	in	ADP
ahmr-773	60	2	addition	addition	NOUN
ahmr-773	60	3	,	,	PUNCT
ahmr-773	60	4	they	they	PRON
ahmr-773	60	5	do	do	VERB
ahmr-773	60	6	more	more	ADV
ahmr-773	60	7	or	or	CCONJ
ahmr-773	60	8	less	less	ADJ
ahmr-773	60	9	address	address	NOUN
ahmr-773	60	10	internal	internal	ADJ
ahmr-773	60	11	migration	migration	NOUN
ahmr-773	60	12	rather	rather	ADV
ahmr-773	60	13	than	than	ADP
ahmr-773	60	14	international	international	ADJ
ahmr-773	60	15	migration	migration	NOUN
ahmr-773	60	16	.	.	PUNCT
ahmr-773	61	1	ahmr	ahmr	NOUN
ahmr-773	61	2	,	,	PUNCT
ahmr-773	61	3	vol.2	vol.2	PROPN
ahmr-773	61	4	no3	no3	PROPN
ahmr-773	61	5	,	,	PUNCT
ahmr-773	61	6	september	september	PROPN
ahmr-773	61	7	-	-	PUNCT
ahmr-773	61	8	december	december	PROPN
ahmr-773	61	9	2016	2016	NUM
ahmr-773	61	10	571	571	NUM
ahmr-773	61	11	new	new	ADJ
ahmr-773	61	12	economics	economic	NOUN
ahmr-773	61	13	of	of	ADP
ahmr-773	61	14	labour	labour	NOUN
ahmr-773	61	15	of	of	ADP
ahmr-773	61	16	migration	migration	NOUN
ahmr-773	61	17	theory	theory	NOUN
ahmr-773	61	18	(	(	PUNCT
ahmr-773	61	19	nelm	nelm	PROPN
ahmr-773	61	20	)	)	PUNCT
ahmr-773	61	21	the	the	DET
ahmr-773	61	22	nelm	nelm	NOUN
ahmr-773	61	23	connotes	connote	VERB
ahmr-773	61	24	two	two	NUM
ahmr-773	61	25	main	main	ADJ
ahmr-773	61	26	perspectives	perspective	NOUN
ahmr-773	61	27	.	.	PUNCT
ahmr-773	62	1	first	first	ADV
ahmr-773	62	2	is	be	AUX
ahmr-773	62	3	the	the	DET
ahmr-773	62	4	recognition	recognition	NOUN
ahmr-773	62	5	“	"	PUNCT
ahmr-773	62	6	that	that	SCONJ
ahmr-773	62	7	migration	migration	NOUN
ahmr-773	62	8	decisions	decision	NOUN
ahmr-773	62	9	(	(	PUNCT
ahmr-773	62	10	who	who	PRON
ahmr-773	62	11	goes	go	VERB
ahmr-773	62	12	,	,	PUNCT
ahmr-773	62	13	where	where	SCONJ
ahmr-773	62	14	to	to	PART
ahmr-773	62	15	go	go	VERB
ahmr-773	62	16	,	,	PUNCT
ahmr-773	62	17	for	for	ADP
ahmr-773	62	18	how	how	SCONJ
ahmr-773	62	19	long	long	ADV
ahmr-773	62	20	,	,	PUNCT
ahmr-773	62	21	to	to	PART
ahmr-773	62	22	do	do	AUX
ahmr-773	62	23	what	what	PRON
ahmr-773	62	24	,	,	PUNCT
ahmr-773	62	25	etc	etc	X
ahmr-773	62	26	…	…	X
ahmr-773	62	27	)	)	PUNCT
ahmr-773	62	28	are	be	AUX
ahmr-773	62	29	not	not	PART
ahmr-773	62	30	individual	individual	ADJ
ahmr-773	62	31	decisions	decision	NOUN
ahmr-773	62	32	but	but	CCONJ
ahmr-773	62	33	joint	joint	ADJ
ahmr-773	62	34	decisions	decision	NOUN
ahmr-773	62	35	taken	take	VERB
ahmr-773	62	36	within	within	ADP
ahmr-773	62	37	the	the	DET
ahmr-773	62	38	ambit	ambit	NOUN
ahmr-773	62	39	of	of	ADP
ahmr-773	62	40	the	the	DET
ahmr-773	62	41	household	household	NOUN
ahmr-773	62	42	,	,	PUNCT
ahmr-773	62	43	and	and	CCONJ
ahmr-773	62	44	for	for	ADP
ahmr-773	62	45	different	different	ADJ
ahmr-773	62	46	members	member	NOUN
ahmr-773	62	47	of	of	ADP
ahmr-773	62	48	the	the	DET
ahmr-773	62	49	household	household	NOUN
ahmr-773	62	50	.	.	PUNCT
ahmr-773	62	51	”	"	PUNCT
ahmr-773	63	1	thus	thus	ADV
ahmr-773	63	2	,	,	PUNCT
ahmr-773	63	3	de	de	PROPN
ahmr-773	63	4	haas	haas	PROPN
ahmr-773	63	5	(	(	PUNCT
ahmr-773	63	6	2010	2010	NUM
ahmr-773	63	7	:	:	PUNCT
ahmr-773	63	8	16	16	NUM
ahmr-773	63	9	)	)	PUNCT
ahmr-773	63	10	regards	regard	VERB
ahmr-773	63	11	the	the	DET
ahmr-773	63	12	“	"	PUNCT
ahmr-773	63	13	family	family	NOUN
ahmr-773	63	14	or	or	CCONJ
ahmr-773	63	15	the	the	DET
ahmr-773	63	16	household	household	NOUN
ahmr-773	63	17	as	as	ADP
ahmr-773	63	18	the	the	DET
ahmr-773	63	19	most	most	ADV
ahmr-773	63	20	appropriate	appropriate	ADJ
ahmr-773	63	21	decisionmaking	decisionmake	VERB
ahmr-773	63	22	unit	unit	NOUN
ahmr-773	63	23	.	.	PUNCT
ahmr-773	63	24	”	"	PUNCT
ahmr-773	64	1	the	the	DET
ahmr-773	64	2	basic	basic	ADJ
ahmr-773	64	3	assumption	assumption	NOUN
ahmr-773	64	4	here	here	ADV
ahmr-773	64	5	is	be	AUX
ahmr-773	64	6	that	that	SCONJ
ahmr-773	64	7	the	the	DET
ahmr-773	64	8	households	household	NOUN
ahmr-773	64	9	or	or	CCONJ
ahmr-773	64	10	the	the	DET
ahmr-773	64	11	family	family	NOUN
ahmr-773	64	12	members	member	NOUN
ahmr-773	64	13	together	together	ADV
ahmr-773	64	14	with	with	ADP
ahmr-773	64	15	the	the	DET
ahmr-773	64	16	individuals	individual	NOUN
ahmr-773	64	17	collectively	collectively	ADV
ahmr-773	64	18	make	make	VERB
ahmr-773	64	19	decisions	decision	NOUN
ahmr-773	64	20	regarding	regard	VERB
ahmr-773	64	21	migration	migration	NOUN
ahmr-773	64	22	.	.	PUNCT
ahmr-773	65	1	according	accord	VERB
ahmr-773	65	2	to	to	ADP
ahmr-773	65	3	massey	massey	PROPN
ahmr-773	65	4	et	et	PROPN
ahmr-773	65	5	al	al	PROPN
ahmr-773	65	6	.	.	PUNCT
ahmr-773	66	1	(	(	PUNCT
ahmr-773	66	2	1998	1998	NUM
ahmr-773	66	3	:	:	PUNCT
ahmr-773	66	4	21	21	NUM
ahmr-773	66	5	)	)	PUNCT
ahmr-773	66	6	the	the	DET
ahmr-773	66	7	scale	scale	NOUN
ahmr-773	66	8	of	of	ADP
ahmr-773	66	9	the	the	DET
ahmr-773	66	10	decisionmaking	decisionmake	VERB
ahmr-773	66	11	unit	unit	NOUN
ahmr-773	66	12	,	,	PUNCT
ahmr-773	66	13	sometimes	sometimes	ADV
ahmr-773	66	14	,	,	PUNCT
ahmr-773	66	15	moves	move	NOUN
ahmr-773	66	16	beyond	beyond	ADP
ahmr-773	66	17	the	the	DET
ahmr-773	66	18	micro	micro	NOUN
ahmr-773	66	19	-	-	NOUN
ahmr-773	66	20	environment	environment	NOUN
ahmr-773	66	21	into	into	ADP
ahmr-773	66	22	the	the	DET
ahmr-773	66	23	meso	meso	ADJ
ahmr-773	66	24	scale	scale	NOUN
ahmr-773	66	25	of	of	ADP
ahmr-773	66	26	extended	extended	ADJ
ahmr-773	66	27	families	family	NOUN
ahmr-773	66	28	and	and	CCONJ
ahmr-773	66	29	wider	wide	ADJ
ahmr-773	66	30	communal	communal	ADJ
ahmr-773	66	31	groups	group	NOUN
ahmr-773	66	32	.	.	PUNCT
ahmr-773	67	1	the	the	DET
ahmr-773	67	2	second	second	ADJ
ahmr-773	67	3	part	part	NOUN
ahmr-773	67	4	,	,	PUNCT
ahmr-773	67	5	according	accord	VERB
ahmr-773	67	6	to	to	ADP
ahmr-773	67	7	king	king	NOUN
ahmr-773	67	8	(	(	PUNCT
ahmr-773	67	9	2012	2012	NUM
ahmr-773	67	10	:	:	PUNCT
ahmr-773	67	11	23	23	NUM
ahmr-773	67	12	)	)	PUNCT
ahmr-773	67	13	is	be	AUX
ahmr-773	67	14	“	"	PUNCT
ahmr-773	67	15	that	that	DET
ahmr-773	67	16	rational	rational	ADJ
ahmr-773	67	17	-	-	PUNCT
ahmr-773	67	18	choice	choice	NOUN
ahmr-773	67	19	decision	decision	NOUN
ahmr-773	67	20	-	-	PUNCT
ahmr-773	67	21	making	making	NOUN
ahmr-773	67	22	is	be	AUX
ahmr-773	67	23	not	not	PART
ahmr-773	67	24	only	only	ADV
ahmr-773	67	25	about	about	ADP
ahmr-773	67	26	wage	wage	NOUN
ahmr-773	67	27	and	and	CCONJ
ahmr-773	67	28	income	income	NOUN
ahmr-773	67	29	maximisation	maximisation	NOUN
ahmr-773	67	30	but	but	CCONJ
ahmr-773	67	31	is	be	AUX
ahmr-773	67	32	also	also	ADV
ahmr-773	67	33	about	about	ADP
ahmr-773	67	34	income	income	NOUN
ahmr-773	67	35	diversification	diversification	NOUN
ahmr-773	67	36	and	and	CCONJ
ahmr-773	67	37	risk	risk	NOUN
ahmr-773	67	38	aversion	aversion	NOUN
ahmr-773	67	39	.	.	PUNCT
ahmr-773	67	40	”	"	PUNCT
ahmr-773	68	1	taking	take	VERB
ahmr-773	68	2	the	the	DET
ahmr-773	68	3	two	two	NUM
ahmr-773	68	4	perspectives	perspective	NOUN
ahmr-773	68	5	into	into	ADP
ahmr-773	68	6	consideration	consideration	NOUN
ahmr-773	68	7	,	,	PUNCT
ahmr-773	68	8	the	the	DET
ahmr-773	68	9	theory	theory	NOUN
ahmr-773	68	10	brings	bring	VERB
ahmr-773	68	11	in	in	ADP
ahmr-773	68	12	the	the	DET
ahmr-773	68	13	new	new	ADJ
ahmr-773	68	14	idea	idea	NOUN
ahmr-773	68	15	that	that	SCONJ
ahmr-773	68	16	remittances	remittance	NOUN
ahmr-773	68	17	serve	serve	VERB
ahmr-773	68	18	as	as	ADP
ahmr-773	68	19	a	a	DET
ahmr-773	68	20	major	major	ADJ
ahmr-773	68	21	motivating	motivating	NOUN
ahmr-773	68	22	factor	factor	NOUN
ahmr-773	68	23	for	for	ADP
ahmr-773	68	24	migration	migration	NOUN
ahmr-773	68	25	.	.	PUNCT
ahmr-773	69	1	that	that	PRON
ahmr-773	69	2	is	is	ADV
ahmr-773	69	3	,	,	PUNCT
ahmr-773	69	4	the	the	DET
ahmr-773	69	5	families	family	NOUN
ahmr-773	69	6	and	and	CCONJ
ahmr-773	69	7	household	household	NOUN
ahmr-773	69	8	members	member	NOUN
ahmr-773	69	9	are	be	AUX
ahmr-773	69	10	in	in	ADP
ahmr-773	69	11	“	"	PUNCT
ahmr-773	69	12	an	an	DET
ahmr-773	69	13	appropriate	appropriate	ADJ
ahmr-773	69	14	position	position	NOUN
ahmr-773	69	15	to	to	PART
ahmr-773	69	16	control	control	VERB
ahmr-773	69	17	risks	risk	NOUN
ahmr-773	69	18	to	to	ADP
ahmr-773	69	19	their	their	PRON
ahmr-773	69	20	economic	economic	ADJ
ahmr-773	69	21	well	well	NOUN
ahmr-773	69	22	-	-	PUNCT
ahmr-773	69	23	being	being	NOUN
ahmr-773	69	24	by	by	ADP
ahmr-773	69	25	diversifying	diversify	VERB
ahmr-773	69	26	their	their	PRON
ahmr-773	69	27	income	income	NOUN
ahmr-773	69	28	-	-	PUNCT
ahmr-773	69	29	earning	earn	VERB
ahmr-773	69	30	and	and	CCONJ
ahmr-773	69	31	livelihood	livelihood	NOUN
ahmr-773	69	32	resources	resource	NOUN
ahmr-773	69	33	into	into	ADP
ahmr-773	69	34	a	a	DET
ahmr-773	69	35	‘	'	PUNCT
ahmr-773	69	36	portfolio	portfolio	NOUN
ahmr-773	69	37	’	'	PUNCT
ahmr-773	69	38	of	of	ADP
ahmr-773	69	39	different	different	ADJ
ahmr-773	69	40	activities	activity	NOUN
ahmr-773	69	41	,	,	PUNCT
ahmr-773	69	42	spreading	spread	VERB
ahmr-773	69	43	their	their	PRON
ahmr-773	69	44	labour	labour	ADJ
ahmr-773	69	45	resources	resource	NOUN
ahmr-773	69	46	over	over	ADP
ahmr-773	69	47	space	space	NOUN
ahmr-773	69	48	and	and	CCONJ
ahmr-773	69	49	time	time	NOUN
ahmr-773	69	50	”	"	PUNCT
ahmr-773	69	51	(	(	PUNCT
ahmr-773	69	52	king	king	NOUN
ahmr-773	69	53	,	,	PUNCT
ahmr-773	69	54	2012	2012	NUM
ahmr-773	69	55	:	:	PUNCT
ahmr-773	69	56	23	23	NUM
ahmr-773	69	57	)	)	PUNCT
ahmr-773	69	58	.	.	PUNCT
ahmr-773	70	1	conceptualising	conceptualise	VERB
ahmr-773	70	2	migration	migration	NOUN
ahmr-773	70	3	,	,	PUNCT
ahmr-773	70	4	remittances	remittance	NOUN
ahmr-773	70	5	and	and	CCONJ
ahmr-773	70	6	welfare	welfare	NOUN
ahmr-773	70	7	migration	migration	NOUN
ahmr-773	70	8	,	,	PUNCT
ahmr-773	70	9	remittances	remittance	NOUN
ahmr-773	70	10	and	and	CCONJ
ahmr-773	70	11	welfare	welfare	NOUN
ahmr-773	70	12	are	be	AUX
ahmr-773	70	13	complex	complex	ADJ
ahmr-773	70	14	and	and	CCONJ
ahmr-773	70	15	context	context	NOUN
ahmr-773	70	16	-	-	PUNCT
ahmr-773	70	17	specific	specific	NOUN
ahmr-773	70	18	.	.	PUNCT
ahmr-773	71	1	therefore	therefore	ADV
ahmr-773	71	2	,	,	PUNCT
ahmr-773	71	3	it	it	PRON
ahmr-773	71	4	is	be	AUX
ahmr-773	71	5	crucial	crucial	ADJ
ahmr-773	71	6	to	to	PART
ahmr-773	71	7	explain	explain	VERB
ahmr-773	71	8	the	the	DET
ahmr-773	71	9	relevant	relevant	ADJ
ahmr-773	71	10	terms	term	NOUN
ahmr-773	71	11	used	use	VERB
ahmr-773	71	12	in	in	ADP
ahmr-773	71	13	this	this	DET
ahmr-773	71	14	study	study	NOUN
ahmr-773	71	15	to	to	PART
ahmr-773	71	16	give	give	VERB
ahmr-773	71	17	insight	insight	NOUN
ahmr-773	71	18	to	to	ADP
ahmr-773	71	19	the	the	DET
ahmr-773	71	20	readers	reader	NOUN
ahmr-773	71	21	regarding	regard	VERB
ahmr-773	71	22	the	the	DET
ahmr-773	71	23	specific	specific	ADJ
ahmr-773	71	24	concepts	concept	NOUN
ahmr-773	71	25	discussed	discuss	VERB
ahmr-773	71	26	.	.	PUNCT
ahmr-773	72	1	it	it	PRON
ahmr-773	72	2	is	be	AUX
ahmr-773	72	3	also	also	ADV
ahmr-773	72	4	paramount	paramount	ADJ
ahmr-773	72	5	that	that	SCONJ
ahmr-773	72	6	measurements	measurement	NOUN
ahmr-773	72	7	of	of	ADP
ahmr-773	72	8	the	the	DET
ahmr-773	72	9	three	three	NUM
ahmr-773	72	10	concepts	concept	NOUN
ahmr-773	72	11	are	be	AUX
ahmr-773	72	12	clearly	clearly	ADV
ahmr-773	72	13	defined	define	VERB
ahmr-773	72	14	to	to	PART
ahmr-773	72	15	allow	allow	VERB
ahmr-773	72	16	for	for	ADP
ahmr-773	72	17	the	the	DET
ahmr-773	72	18	analysis	analysis	NOUN
ahmr-773	72	19	of	of	ADP
ahmr-773	72	20	the	the	DET
ahmr-773	72	21	study	study	NOUN
ahmr-773	72	22	.	.	PUNCT
ahmr-773	73	1	migration	migration	NOUN
ahmr-773	73	2	migration	migration	NOUN
ahmr-773	73	3	may	may	AUX
ahmr-773	73	4	be	be	AUX
ahmr-773	73	5	defined	define	VERB
ahmr-773	73	6	as	as	ADP
ahmr-773	73	7	a	a	DET
ahmr-773	73	8	change	change	NOUN
ahmr-773	73	9	in	in	ADP
ahmr-773	73	10	the	the	DET
ahmr-773	73	11	usual	usual	ADJ
ahmr-773	73	12	place	place	NOUN
ahmr-773	73	13	of	of	ADP
ahmr-773	73	14	residence	residence	NOUN
ahmr-773	73	15	that	that	PRON
ahmr-773	73	16	entails	entail	VERB
ahmr-773	73	17	the	the	DET
ahmr-773	73	18	crossing	crossing	NOUN
ahmr-773	73	19	of	of	ADP
ahmr-773	73	20	an	an	DET
ahmr-773	73	21	administrative	administrative	ADJ
ahmr-773	73	22	boundary	boundary	NOUN
ahmr-773	73	23	.	.	PUNCT
ahmr-773	74	1	the	the	DET
ahmr-773	74	2	study	study	NOUN
ahmr-773	74	3	adopts	adopt	VERB
ahmr-773	74	4	awumbila	awumbila	PROPN
ahmr-773	74	5	et	et	PROPN
ahmr-773	74	6	al	al	PROPN
ahmr-773	74	7	.	.	PROPN
ahmr-773	74	8	’s	’s	PART
ahmr-773	75	1	(	(	PUNCT
ahmr-773	75	2	2014	2014	NUM
ahmr-773	75	3	:	:	PUNCT
ahmr-773	75	4	8)	8)	NUM
ahmr-773	75	5	definition	definition	NOUN
ahmr-773	75	6	of	of	ADP
ahmr-773	75	7	a	a	DET
ahmr-773	75	8	migrant	migrant	NOUN
ahmr-773	75	9	as	as	ADP
ahmr-773	75	10	“	"	PUNCT
ahmr-773	75	11	someone	someone	PRON
ahmr-773	75	12	who	who	PRON
ahmr-773	75	13	has	have	AUX
ahmr-773	75	14	moved	move	VERB
ahmr-773	75	15	and	and	CCONJ
ahmr-773	75	16	settled	settle	VERB
ahmr-773	75	17	in	in	ADP
ahmr-773	75	18	an	an	DET
ahmr-773	75	19	area	area	NOUN
ahmr-773	75	20	for	for	ADP
ahmr-773	75	21	at	at	ADV
ahmr-773	75	22	least	least	ADV
ahmr-773	75	23	six	six	NUM
ahmr-773	75	24	months	month	NOUN
ahmr-773	75	25	.	.	PUNCT
ahmr-773	75	26	”	"	PUNCT
ahmr-773	76	1	remittances	remittance	NOUN
ahmr-773	76	2	in	in	ADP
ahmr-773	76	3	the	the	DET
ahmr-773	76	4	literature	literature	NOUN
ahmr-773	76	5	,	,	PUNCT
ahmr-773	76	6	remittances	remittance	NOUN
ahmr-773	76	7	are	be	AUX
ahmr-773	76	8	variously	variously	ADV
ahmr-773	76	9	defined	define	VERB
ahmr-773	76	10	.	.	PUNCT
ahmr-773	77	1	however	however	ADV
ahmr-773	77	2	,	,	PUNCT
ahmr-773	77	3	in	in	ADP
ahmr-773	77	4	this	this	DET
ahmr-773	77	5	study	study	NOUN
ahmr-773	77	6	,	,	PUNCT
ahmr-773	77	7	tewolde	tewolde	NOUN
ahmr-773	77	8	’s	’s	PART
ahmr-773	77	9	(	(	PUNCT
ahmr-773	77	10	2005	2005	NUM
ahmr-773	77	11	cited	cite	VERB
ahmr-773	77	12	in	in	ADP
ahmr-773	77	13	oluwafemi	oluwafemi	NOUN
ahmr-773	77	14	and	and	CCONJ
ahmr-773	77	15	ayandibu	ayandibu	NOUN
ahmr-773	77	16	,	,	PUNCT
ahmr-773	77	17	2014	2014	NUM
ahmr-773	77	18	:	:	PUNCT
ahmr-773	77	19	312	312	NUM
ahmr-773	77	20	)	)	PUNCT
ahmr-773	77	21	definition	definition	NOUN
ahmr-773	77	22	is	be	AUX
ahmr-773	77	23	adopted	adopt	VERB
ahmr-773	77	24	,	,	PUNCT
ahmr-773	77	25	which	which	PRON
ahmr-773	77	26	states	state	VERB
ahmr-773	77	27	that	that	SCONJ
ahmr-773	77	28	“	"	PUNCT
ahmr-773	77	29	remittances	remittance	NOUN
ahmr-773	77	30	are	be	AUX
ahmr-773	77	31	financial	financial	ADJ
ahmr-773	77	32	and	and	CCONJ
ahmr-773	77	33	non	non	ADJ
ahmr-773	77	34	-	-	ADJ
ahmr-773	77	35	financial	financial	ADJ
ahmr-773	77	36	ahmr	ahmr	NOUN
ahmr-773	77	37	,	,	PUNCT
ahmr-773	77	38	vol.2	vol.2	PROPN
ahmr-773	77	39	no3	no3	PROPN
ahmr-773	77	40	,	,	PUNCT
ahmr-773	77	41	september	september	PROPN
ahmr-773	77	42	-	-	PUNCT
ahmr-773	77	43	december	december	PROPN
ahmr-773	77	44	2016	2016	NUM
ahmr-773	77	45	572	572	NUM
ahmr-773	77	46	materials	material	NOUN
ahmr-773	77	47	that	that	PRON
ahmr-773	77	48	migrants	migrant	NOUN
ahmr-773	77	49	receive	receive	VERB
ahmr-773	77	50	while	while	SCONJ
ahmr-773	77	51	working	work	VERB
ahmr-773	77	52	overseas	overseas	ADV
ahmr-773	77	53	and	and	CCONJ
ahmr-773	77	54	sent	send	VERB
ahmr-773	77	55	back	back	ADV
ahmr-773	77	56	to	to	ADP
ahmr-773	77	57	their	their	PRON
ahmr-773	77	58	households	household	NOUN
ahmr-773	77	59	in	in	ADP
ahmr-773	77	60	their	their	PRON
ahmr-773	77	61	countries	country	NOUN
ahmr-773	77	62	of	of	ADP
ahmr-773	77	63	origin	origin	NOUN
ahmr-773	77	64	.	.	PUNCT
ahmr-773	77	65	”	"	PUNCT
ahmr-773	78	1	measurement	measurement	NOUN
ahmr-773	78	2	of	of	ADP
ahmr-773	78	3	welfare	welfare	NOUN
ahmr-773	78	4	in	in	ADP
ahmr-773	78	5	this	this	DET
ahmr-773	78	6	study	study	NOUN
ahmr-773	78	7	,	,	PUNCT
ahmr-773	78	8	welfare	welfare	NOUN
ahmr-773	78	9	is	be	AUX
ahmr-773	78	10	defined	define	VERB
ahmr-773	78	11	based	base	VERB
ahmr-773	78	12	on	on	ADP
ahmr-773	78	13	an	an	DET
ahmr-773	78	14	individual	individual	NOUN
ahmr-773	78	15	’s	’s	PART
ahmr-773	78	16	subjective	subjective	ADJ
ahmr-773	78	17	well	well	ADV
ahmr-773	78	18	-	-	PUNCT
ahmr-773	78	19	being	being	NOUN
ahmr-773	78	20	,	,	PUNCT
ahmr-773	78	21	that	that	ADV
ahmr-773	78	22	is	is	ADV
ahmr-773	78	23	,	,	PUNCT
ahmr-773	78	24	the	the	DET
ahmr-773	78	25	condition	condition	NOUN
ahmr-773	78	26	of	of	ADP
ahmr-773	78	27	faring	fare	VERB
ahmr-773	78	28	or	or	CCONJ
ahmr-773	78	29	doing	do	VERB
ahmr-773	78	30	well	well	ADV
ahmr-773	78	31	(	(	PUNCT
ahmr-773	78	32	sumner	sumner	NOUN
ahmr-773	78	33	,	,	PUNCT
ahmr-773	78	34	1996	1996	NUM
ahmr-773	78	35	)	)	PUNCT
ahmr-773	78	36	.	.	PUNCT
ahmr-773	79	1	by	by	ADP
ahmr-773	79	2	this	this	DET
ahmr-773	79	3	definition	definition	NOUN
ahmr-773	79	4	,	,	PUNCT
ahmr-773	79	5	welfare	welfare	NOUN
ahmr-773	79	6	impacts	impact	NOUN
ahmr-773	79	7	of	of	ADP
ahmr-773	79	8	remittances	remittance	NOUN
ahmr-773	79	9	will	will	AUX
ahmr-773	79	10	be	be	AUX
ahmr-773	79	11	measured	measure	VERB
ahmr-773	79	12	by	by	ADP
ahmr-773	79	13	the	the	DET
ahmr-773	79	14	subjective	subjective	ADJ
ahmr-773	79	15	well	well	ADV
ahmr-773	79	16	-	-	PUNCT
ahmr-773	79	17	being	being	NOUN
ahmr-773	79	18	of	of	ADP
ahmr-773	79	19	migrant	migrant	ADJ
ahmr-773	79	20	households	household	NOUN
ahmr-773	79	21	.	.	PUNCT
ahmr-773	80	1	thus	thus	ADV
ahmr-773	80	2	,	,	PUNCT
ahmr-773	80	3	households	household	NOUN
ahmr-773	80	4	’	'	PUNCT
ahmr-773	80	5	subjective	subjective	ADJ
ahmr-773	80	6	well	well	ADV
ahmr-773	80	7	-	-	PUNCT
ahmr-773	80	8	being	being	NOUN
ahmr-773	80	9	due	due	ADJ
ahmr-773	80	10	to	to	ADP
ahmr-773	80	11	remittance	remittance	NOUN
ahmr-773	80	12	impacts	impact	NOUN
ahmr-773	80	13	will	will	AUX
ahmr-773	80	14	be	be	AUX
ahmr-773	80	15	analysed	analyse	VERB
ahmr-773	80	16	by	by	ADP
ahmr-773	80	17	finding	find	VERB
ahmr-773	80	18	out	out	ADP
ahmr-773	80	19	whether	whether	SCONJ
ahmr-773	80	20	they	they	PRON
ahmr-773	80	21	have	have	AUX
ahmr-773	80	22	improved	improve	VERB
ahmr-773	80	23	access	access	NOUN
ahmr-773	80	24	to	to	ADP
ahmr-773	80	25	education	education	NOUN
ahmr-773	80	26	,	,	PUNCT
ahmr-773	80	27	health	health	NOUN
ahmr-773	80	28	and	and	CCONJ
ahmr-773	80	29	consumption	consumption	NOUN
ahmr-773	80	30	(	(	PUNCT
ahmr-773	80	31	food	food	NOUN
ahmr-773	80	32	)	)	PUNCT
ahmr-773	80	33	after	after	ADP
ahmr-773	80	34	the	the	DET
ahmr-773	80	35	migration	migration	NOUN
ahmr-773	80	36	of	of	ADP
ahmr-773	80	37	a	a	DET
ahmr-773	80	38	household	household	NOUN
ahmr-773	80	39	member	member	NOUN
ahmr-773	80	40	.	.	PUNCT
ahmr-773	81	1	when	when	SCONJ
ahmr-773	81	2	a	a	DET
ahmr-773	81	3	household	household	NOUN
ahmr-773	81	4	responds	respond	VERB
ahmr-773	81	5	that	that	SCONJ
ahmr-773	81	6	based	base	VERB
ahmr-773	81	7	on	on	ADP
ahmr-773	81	8	the	the	DET
ahmr-773	81	9	remittances	remittance	NOUN
ahmr-773	81	10	they	they	PRON
ahmr-773	81	11	receive	receive	VERB
ahmr-773	81	12	,	,	PUNCT
ahmr-773	81	13	they	they	PRON
ahmr-773	81	14	have	have	VERB
ahmr-773	81	15	an	an	DET
ahmr-773	81	16	improved	improved	ADJ
ahmr-773	81	17	access	access	NOUN
ahmr-773	81	18	to	to	ADP
ahmr-773	81	19	either	either	DET
ahmr-773	81	20	education	education	NOUN
ahmr-773	81	21	,	,	PUNCT
ahmr-773	81	22	health	health	NOUN
ahmr-773	81	23	or	or	CCONJ
ahmr-773	81	24	consumption	consumption	NOUN
ahmr-773	81	25	(	(	PUNCT
ahmr-773	81	26	food	food	NOUN
ahmr-773	81	27	)	)	PUNCT
ahmr-773	81	28	,	,	PUNCT
ahmr-773	81	29	then	then	ADV
ahmr-773	81	30	remittances	remittance	NOUN
ahmr-773	81	31	are	be	AUX
ahmr-773	81	32	considered	consider	VERB
ahmr-773	81	33	to	to	PART
ahmr-773	81	34	have	have	VERB
ahmr-773	81	35	positive	positive	ADJ
ahmr-773	81	36	impacts	impact	NOUN
ahmr-773	81	37	on	on	ADP
ahmr-773	81	38	households	household	NOUN
ahmr-773	81	39	,	,	PUNCT
ahmr-773	81	40	and	and	CCONJ
ahmr-773	81	41	vice	vice	ADV
ahmr-773	81	42	versa	versa	ADV
ahmr-773	81	43	.	.	PUNCT
ahmr-773	82	1	the	the	DET
ahmr-773	82	2	following	follow	VERB
ahmr-773	82	3	figure	figure	NOUN
ahmr-773	82	4	shows	show	VERB
ahmr-773	82	5	the	the	DET
ahmr-773	82	6	proposed	propose	VERB
ahmr-773	82	7	model	model	NOUN
ahmr-773	82	8	for	for	ADP
ahmr-773	82	9	testing	test	VERB
ahmr-773	82	10	the	the	DET
ahmr-773	82	11	aforementioned	aforementioned	ADJ
ahmr-773	82	12	relationship	relationship	NOUN
ahmr-773	82	13	.	.	PUNCT
ahmr-773	83	1	figure	figure	NOUN
ahmr-773	83	2	1	1	NUM
ahmr-773	83	3	:	:	PUNCT
ahmr-773	83	4	hypothetical	hypothetical	ADJ
ahmr-773	83	5	model	model	NOUN
ahmr-773	83	6	:	:	PUNCT
ahmr-773	83	7	the	the	DET
ahmr-773	83	8	relationship	relationship	NOUN
ahmr-773	83	9	between	between	ADP
ahmr-773	83	10	migration	migration	NOUN
ahmr-773	83	11	,	,	PUNCT
ahmr-773	83	12	remittances	remittance	NOUN
ahmr-773	83	13	and	and	CCONJ
ahmr-773	83	14	welfare	welfare	NOUN
ahmr-773	83	15	.	.	PUNCT
ahmr-773	84	1	source	source	NOUN
ahmr-773	84	2	:	:	PUNCT
ahmr-773	84	3	author	author	NOUN
ahmr-773	84	4	’s	’s	PART
ahmr-773	84	5	own	own	ADJ
ahmr-773	84	6	compilation	compilation	NOUN
ahmr-773	84	7	from	from	ADP
ahmr-773	84	8	the	the	DET
ahmr-773	84	9	above	above	NOUN
ahmr-773	84	10	,	,	PUNCT
ahmr-773	84	11	it	it	PRON
ahmr-773	84	12	is	be	AUX
ahmr-773	84	13	assumed	assume	VERB
ahmr-773	84	14	that	that	SCONJ
ahmr-773	84	15	migrants	migrant	NOUN
ahmr-773	84	16	’	'	PUNCT
ahmr-773	84	17	remittances	remittance	NOUN
ahmr-773	84	18	sent	send	VERB
ahmr-773	84	19	to	to	ADP
ahmr-773	84	20	their	their	PRON
ahmr-773	84	21	household	household	NOUN
ahmr-773	84	22	members	member	NOUN
ahmr-773	84	23	left	leave	VERB
ahmr-773	84	24	behind	behind	ADV
ahmr-773	84	25	are	be	AUX
ahmr-773	84	26	used	use	VERB
ahmr-773	84	27	to	to	PART
ahmr-773	84	28	care	care	VERB
ahmr-773	84	29	for	for	ADP
ahmr-773	84	30	the	the	DET
ahmr-773	84	31	educational	educational	ADJ
ahmr-773	84	32	needs	need	NOUN
ahmr-773	84	33	of	of	ADP
ahmr-773	84	34	their	their	PRON
ahmr-773	84	35	wards	ward	NOUN
ahmr-773	84	36	,	,	PUNCT
ahmr-773	84	37	to	to	PART
ahmr-773	84	38	seek	seek	VERB
ahmr-773	84	39	/	/	SYM
ahmr-773	84	40	pay	pay	VERB
ahmr-773	84	41	for	for	ADP
ahmr-773	84	42	healthcare	healthcare	NOUN
ahmr-773	84	43	and	and	CCONJ
ahmr-773	84	44	to	to	PART
ahmr-773	84	45	use	use	VERB
ahmr-773	84	46	for	for	ADP
ahmr-773	84	47	consumption	consumption	NOUN
ahmr-773	84	48	purposes	purpose	NOUN
ahmr-773	84	49	,	,	PUNCT
ahmr-773	84	50	particularly	particularly	ADV
ahmr-773	84	51	to	to	PART
ahmr-773	84	52	purchase	purchase	VERB
ahmr-773	84	53	food	food	NOUN
ahmr-773	84	54	.	.	PUNCT
ahmr-773	85	1	it	it	PRON
ahmr-773	85	2	is	be	AUX
ahmr-773	85	3	assumed	assume	VERB
ahmr-773	85	4	that	that	SCONJ
ahmr-773	85	5	remittances	remittance	NOUN
ahmr-773	85	6	used	use	VERB
ahmr-773	85	7	for	for	ADP
ahmr-773	85	8	these	these	DET
ahmr-773	85	9	purposes	purpose	NOUN
ahmr-773	85	10	will	will	AUX
ahmr-773	85	11	result	result	VERB
ahmr-773	85	12	in	in	ADP
ahmr-773	85	13	improved	improved	ADJ
ahmr-773	85	14	well	well	ADV
ahmr-773	85	15	-	-	PUNCT
ahmr-773	85	16	being	being	NOUN
ahmr-773	85	17	.	.	PUNCT
ahmr-773	86	1	ahmr	ahmr	NOUN
ahmr-773	86	2	,	,	PUNCT
ahmr-773	86	3	vol.2	vol.2	PROPN
ahmr-773	86	4	no3	no3	PROPN
ahmr-773	86	5	,	,	PUNCT
ahmr-773	86	6	september	september	PROPN
ahmr-773	86	7	-	-	PUNCT
ahmr-773	86	8	december	december	PROPN
ahmr-773	86	9	2016	2016	NUM
ahmr-773	86	10	573	573	NUM
ahmr-773	86	11	overview	overview	NOUN
ahmr-773	86	12	of	of	ADP
ahmr-773	86	13	existing	exist	VERB
ahmr-773	86	14	literature	literature	NOUN
ahmr-773	86	15	on	on	ADP
ahmr-773	86	16	internal	internal	ADJ
ahmr-773	86	17	migration	migration	NOUN
ahmr-773	86	18	,	,	PUNCT
ahmr-773	86	19	remittances	remittance	NOUN
ahmr-773	86	20	and	and	CCONJ
ahmr-773	86	21	welfare	welfare	NOUN
ahmr-773	86	22	impacts	impact	NOUN
ahmr-773	86	23	migration	migration	NOUN
ahmr-773	86	24	and	and	CCONJ
ahmr-773	86	25	remittances	remittance	NOUN
ahmr-773	86	26	though	though	ADV
ahmr-773	86	27	difficult	difficult	ADJ
ahmr-773	86	28	to	to	PART
ahmr-773	86	29	estimate	estimate	VERB
ahmr-773	86	30	as	as	SCONJ
ahmr-773	86	31	large	large	ADJ
ahmr-773	86	32	amounts	amount	NOUN
ahmr-773	86	33	of	of	ADP
ahmr-773	86	34	remittances	remittance	NOUN
ahmr-773	86	35	are	be	AUX
ahmr-773	86	36	channelled	channel	VERB
ahmr-773	86	37	informally	informally	ADV
ahmr-773	86	38	,	,	PUNCT
ahmr-773	86	39	migrant	migrant	ADJ
ahmr-773	86	40	remittances	remittance	NOUN
ahmr-773	86	41	represent	represent	VERB
ahmr-773	86	42	the	the	DET
ahmr-773	86	43	largest	large	ADJ
ahmr-773	86	44	positive	positive	ADJ
ahmr-773	86	45	impact	impact	NOUN
ahmr-773	86	46	of	of	ADP
ahmr-773	86	47	migration	migration	NOUN
ahmr-773	86	48	on	on	ADP
ahmr-773	86	49	migrants	migrant	NOUN
ahmr-773	86	50	’	'	PUNCT
ahmr-773	86	51	sending	send	VERB
ahmr-773	86	52	communities	community	NOUN
ahmr-773	86	53	(	(	PUNCT
ahmr-773	86	54	taylor	taylor	PROPN
ahmr-773	86	55	,	,	PUNCT
ahmr-773	86	56	1999	1999	NUM
ahmr-773	86	57	:	:	PUNCT
ahmr-773	86	58	67	67	NUM
ahmr-773	86	59	)	)	PUNCT
ahmr-773	86	60	.	.	PUNCT
ahmr-773	87	1	micro	micro	ADJ
ahmr-773	87	2	-	-	NOUN
ahmr-773	87	3	level	level	ADJ
ahmr-773	87	4	studies	study	NOUN
ahmr-773	87	5	indicate	indicate	VERB
ahmr-773	87	6	that	that	SCONJ
ahmr-773	87	7	informal	informal	ADJ
ahmr-773	87	8	transfers	transfer	NOUN
ahmr-773	87	9	of	of	ADP
ahmr-773	87	10	remittances	remittance	NOUN
ahmr-773	87	11	are	be	AUX
ahmr-773	87	12	substantial	substantial	ADJ
ahmr-773	87	13	.	.	PUNCT
ahmr-773	88	1	however	however	ADV
ahmr-773	88	2	,	,	PUNCT
ahmr-773	88	3	empirical	empirical	ADJ
ahmr-773	88	4	evidence	evidence	NOUN
ahmr-773	88	5	of	of	ADP
ahmr-773	88	6	the	the	DET
ahmr-773	88	7	impact	impact	NOUN
ahmr-773	88	8	of	of	ADP
ahmr-773	88	9	remittance	remittance	NOUN
ahmr-773	88	10	on	on	ADP
ahmr-773	88	11	poverty	poverty	NOUN
ahmr-773	88	12	/	/	SYM
ahmr-773	88	13	welfare	welfare	NOUN
ahmr-773	88	14	seems	seem	VERB
ahmr-773	88	15	inconclusive	inconclusive	ADJ
ahmr-773	88	16	.	.	PUNCT
ahmr-773	89	1	although	although	SCONJ
ahmr-773	89	2	some	some	DET
ahmr-773	89	3	studies	study	NOUN
ahmr-773	89	4	have	have	AUX
ahmr-773	89	5	argued	argue	VERB
ahmr-773	89	6	that	that	SCONJ
ahmr-773	89	7	remittances	remittance	NOUN
ahmr-773	89	8	are	be	AUX
ahmr-773	89	9	used	use	VERB
ahmr-773	89	10	for	for	ADP
ahmr-773	89	11	consumption	consumption	NOUN
ahmr-773	89	12	expenditure	expenditure	NOUN
ahmr-773	89	13	(	(	PUNCT
ahmr-773	89	14	adams	adams	PROPN
ahmr-773	89	15	,	,	PUNCT
ahmr-773	89	16	2005	2005	NUM
ahmr-773	89	17	;	;	PUNCT
ahmr-773	89	18	quartey	quartey	PROPN
ahmr-773	89	19	,	,	PUNCT
ahmr-773	89	20	2006	2006	NUM
ahmr-773	89	21	)	)	PUNCT
ahmr-773	89	22	,	,	PUNCT
ahmr-773	89	23	evidence	evidence	NOUN
ahmr-773	89	24	from	from	ADP
ahmr-773	89	25	other	other	ADJ
ahmr-773	89	26	studies	study	NOUN
ahmr-773	89	27	suggests	suggest	VERB
ahmr-773	89	28	that	that	SCONJ
ahmr-773	89	29	remittances	remittance	NOUN
ahmr-773	89	30	are	be	AUX
ahmr-773	89	31	used	use	VERB
ahmr-773	89	32	for	for	ADP
ahmr-773	89	33	human	human	ADJ
ahmr-773	89	34	capital	capital	NOUN
ahmr-773	89	35	building	building	NOUN
ahmr-773	89	36	(	(	PUNCT
ahmr-773	89	37	adams	adams	PROPN
ahmr-773	89	38	,	,	PUNCT
ahmr-773	89	39	2006	2006	NUM
ahmr-773	89	40	;	;	PUNCT
ahmr-773	89	41	world	world	PROPN
ahmr-773	89	42	bank	bank	PROPN
ahmr-773	89	43	,	,	PUNCT
ahmr-773	89	44	2013	2013	NUM
ahmr-773	89	45	)	)	PUNCT
ahmr-773	89	46	.	.	PUNCT
ahmr-773	90	1	also	also	ADV
ahmr-773	90	2	,	,	PUNCT
ahmr-773	90	3	remittance	remittance	NOUN
ahmr-773	90	4	flows	flow	NOUN
ahmr-773	90	5	are	be	AUX
ahmr-773	90	6	crucial	crucial	ADJ
ahmr-773	90	7	for	for	ADP
ahmr-773	90	8	both	both	DET
ahmr-773	90	9	migrants	migrant	NOUN
ahmr-773	90	10	and	and	CCONJ
ahmr-773	90	11	the	the	DET
ahmr-773	90	12	household	household	NOUN
ahmr-773	90	13	members	member	NOUN
ahmr-773	90	14	left	leave	VERB
ahmr-773	90	15	behind	behind	ADV
ahmr-773	90	16	,	,	PUNCT
ahmr-773	90	17	as	as	SCONJ
ahmr-773	90	18	research	research	NOUN
ahmr-773	90	19	has	have	AUX
ahmr-773	90	20	indicated	indicate	VERB
ahmr-773	90	21	that	that	SCONJ
ahmr-773	90	22	remittance	remittance	NOUN
ahmr-773	90	23	flows	flow	NOUN
ahmr-773	90	24	are	be	AUX
ahmr-773	90	25	“	"	PUNCT
ahmr-773	90	26	part	part	NOUN
ahmr-773	90	27	of	of	ADP
ahmr-773	90	28	familial	familial	ADJ
ahmr-773	90	29	inter	inter	ADJ
ahmr-773	90	30	temporal	temporal	ADJ
ahmr-773	90	31	contracts	contract	NOUN
ahmr-773	90	32	between	between	ADP
ahmr-773	90	33	the	the	DET
ahmr-773	90	34	migrant	migrant	NOUN
ahmr-773	90	35	and	and	CCONJ
ahmr-773	90	36	the	the	DET
ahmr-773	90	37	remittance	remittance	NOUN
ahmr-773	90	38	receivers	receiver	NOUN
ahmr-773	90	39	(	(	PUNCT
ahmr-773	90	40	see	see	VERB
ahmr-773	90	41	guzman	guzman	PROPN
ahmr-773	90	42	et	et	PROPN
ahmr-773	90	43	al	al	PROPN
ahmr-773	90	44	,	,	PUNCT
ahmr-773	90	45	2007	2007	NUM
ahmr-773	90	46	:	:	PUNCT
ahmr-773	90	47	126	126	NUM
ahmr-773	90	48	)	)	PUNCT
ahmr-773	90	49	.	.	PUNCT
ahmr-773	91	1	this	this	DET
ahmr-773	91	2	assertion	assertion	NOUN
ahmr-773	91	3	is	be	AUX
ahmr-773	91	4	in	in	ADP
ahmr-773	91	5	line	line	NOUN
ahmr-773	91	6	with	with	ADP
ahmr-773	91	7	the	the	DET
ahmr-773	91	8	nelm	nelm	PROPN
ahmr-773	91	9	theory	theory	NOUN
ahmr-773	91	10	that	that	PRON
ahmr-773	91	11	postulates	postulate	VERB
ahmr-773	91	12	that	that	SCONJ
ahmr-773	91	13	migration	migration	NOUN
ahmr-773	91	14	is	be	AUX
ahmr-773	91	15	a	a	DET
ahmr-773	91	16	decision	decision	NOUN
ahmr-773	91	17	taken	take	VERB
ahmr-773	91	18	by	by	ADP
ahmr-773	91	19	both	both	CCONJ
ahmr-773	91	20	the	the	DET
ahmr-773	91	21	migrant	migrant	NOUN
ahmr-773	91	22	and	and	CCONJ
ahmr-773	91	23	the	the	DET
ahmr-773	91	24	household	household	NOUN
ahmr-773	91	25	and	and	CCONJ
ahmr-773	91	26	that	that	SCONJ
ahmr-773	91	27	migrant	migrant	ADJ
ahmr-773	91	28	remittances	remittance	NOUN
ahmr-773	91	29	are	be	AUX
ahmr-773	91	30	sent	send	VERB
ahmr-773	91	31	to	to	ADP
ahmr-773	91	32	families	family	NOUN
ahmr-773	91	33	left	leave	VERB
ahmr-773	91	34	behind	behind	ADV
ahmr-773	91	35	.	.	PUNCT
ahmr-773	92	1	studies	study	NOUN
ahmr-773	92	2	have	have	AUX
ahmr-773	92	3	found	find	VERB
ahmr-773	92	4	that	that	SCONJ
ahmr-773	92	5	migrants	migrant	NOUN
ahmr-773	92	6	have	have	VERB
ahmr-773	92	7	different	different	ADJ
ahmr-773	92	8	preferences	preference	NOUN
ahmr-773	92	9	with	with	ADP
ahmr-773	92	10	regards	regard	NOUN
ahmr-773	92	11	to	to	ADP
ahmr-773	92	12	how	how	SCONJ
ahmr-773	92	13	remittances	remittance	NOUN
ahmr-773	92	14	are	be	AUX
ahmr-773	92	15	put	put	VERB
ahmr-773	92	16	to	to	PART
ahmr-773	92	17	use	use	VERB
ahmr-773	92	18	.	.	PUNCT
ahmr-773	93	1	in	in	ADP
ahmr-773	93	2	mexico	mexico	PROPN
ahmr-773	93	3	,	,	PUNCT
ahmr-773	93	4	de	de	PROPN
ahmr-773	93	5	la	la	PROPN
ahmr-773	93	6	cruz	cruz	PROPN
ahmr-773	93	7	’s	’s	PART
ahmr-773	93	8	(	(	PUNCT
ahmr-773	93	9	1995	1995	NUM
ahmr-773	93	10	)	)	PUNCT
ahmr-773	93	11	study	study	NOUN
ahmr-773	93	12	found	find	VERB
ahmr-773	93	13	that	that	SCONJ
ahmr-773	93	14	the	the	DET
ahmr-773	93	15	remittances	remittance	NOUN
ahmr-773	93	16	of	of	ADP
ahmr-773	93	17	male	male	ADJ
ahmr-773	93	18	migrants	migrant	NOUN
ahmr-773	93	19	are	be	AUX
ahmr-773	93	20	geared	gear	VERB
ahmr-773	93	21	towards	towards	ADP
ahmr-773	93	22	personal	personal	ADJ
ahmr-773	93	23	investments	investment	NOUN
ahmr-773	93	24	in	in	ADP
ahmr-773	93	25	land	land	NOUN
ahmr-773	93	26	,	,	PUNCT
ahmr-773	93	27	housing	housing	NOUN
ahmr-773	93	28	,	,	PUNCT
ahmr-773	93	29	agricultural	agricultural	ADJ
ahmr-773	93	30	production	production	NOUN
ahmr-773	93	31	and	and	CCONJ
ahmr-773	93	32	cattle	cattle	NOUN
ahmr-773	93	33	.	.	PUNCT
ahmr-773	94	1	in	in	ADP
ahmr-773	94	2	a	a	DET
ahmr-773	94	3	similar	similar	ADJ
ahmr-773	94	4	study	study	NOUN
ahmr-773	94	5	,	,	PUNCT
ahmr-773	94	6	the	the	DET
ahmr-773	94	7	international	international	ADJ
ahmr-773	94	8	organization	organization	NOUN
ahmr-773	94	9	for	for	ADP
ahmr-773	94	10	migration	migration	NOUN
ahmr-773	94	11	(	(	PUNCT
ahmr-773	94	12	iom	iom	PROPN
ahmr-773	94	13	,	,	PUNCT
ahmr-773	94	14	2007	2007	NUM
ahmr-773	94	15	)	)	PUNCT
ahmr-773	94	16	,	,	PUNCT
ahmr-773	94	17	found	find	VERB
ahmr-773	94	18	that	that	SCONJ
ahmr-773	94	19	a	a	DET
ahmr-773	94	20	substantial	substantial	ADJ
ahmr-773	94	21	number	number	NOUN
ahmr-773	94	22	of	of	ADP
ahmr-773	94	23	women	woman	NOUN
ahmr-773	94	24	in	in	ADP
ahmr-773	94	25	moldova	moldova	PROPN
ahmr-773	94	26	remit	remit	VERB
ahmr-773	94	27	funds	fund	NOUN
ahmr-773	94	28	to	to	PART
ahmr-773	94	29	pay	pay	VERB
ahmr-773	94	30	for	for	ADP
ahmr-773	94	31	education	education	NOUN
ahmr-773	94	32	,	,	PUNCT
ahmr-773	94	33	health	health	NOUN
ahmr-773	94	34	,	,	PUNCT
ahmr-773	94	35	furniture	furniture	NOUN
ahmr-773	94	36	and	and	CCONJ
ahmr-773	94	37	loans	loan	NOUN
ahmr-773	94	38	whereas	whereas	SCONJ
ahmr-773	94	39	male	male	ADJ
ahmr-773	94	40	migrants	migrant	NOUN
ahmr-773	94	41	prefer	prefer	VERB
ahmr-773	94	42	to	to	PART
ahmr-773	94	43	direct	direct	VERB
ahmr-773	94	44	their	their	PRON
ahmr-773	94	45	remittances	remittance	NOUN
ahmr-773	94	46	to	to	ADP
ahmr-773	94	47	investment	investment	NOUN
ahmr-773	94	48	in	in	ADP
ahmr-773	94	49	housing	housing	NOUN
ahmr-773	94	50	,	,	PUNCT
ahmr-773	94	51	cars	car	NOUN
ahmr-773	94	52	and	and	CCONJ
ahmr-773	94	53	consumer	consumer	NOUN
ahmr-773	94	54	durables	durable	NOUN
ahmr-773	94	55	.	.	PUNCT
ahmr-773	95	1	studies	study	NOUN
ahmr-773	95	2	in	in	ADP
ahmr-773	95	3	mali	mali	PROPN
ahmr-773	95	4	have	have	AUX
ahmr-773	95	5	shown	show	VERB
ahmr-773	95	6	that	that	SCONJ
ahmr-773	95	7	remittances	remittance	NOUN
ahmr-773	95	8	are	be	AUX
ahmr-773	95	9	used	use	VERB
ahmr-773	95	10	to	to	PART
ahmr-773	95	11	cover	cover	VERB
ahmr-773	95	12	basic	basic	ADJ
ahmr-773	95	13	food	food	NOUN
ahmr-773	95	14	and	and	CCONJ
ahmr-773	95	15	cash	cash	NOUN
ahmr-773	95	16	needs	need	NOUN
ahmr-773	95	17	and	and	CCONJ
ahmr-773	95	18	pay	pay	VERB
ahmr-773	95	19	for	for	ADP
ahmr-773	95	20	irrigation	irrigation	NOUN
ahmr-773	95	21	in	in	ADP
ahmr-773	95	22	agriculture	agriculture	NOUN
ahmr-773	95	23	(	(	PUNCT
ahmr-773	95	24	findley	findley	PROPN
ahmr-773	95	25	and	and	CCONJ
ahmr-773	95	26	sow	sow	PROPN
ahmr-773	95	27	,	,	PUNCT
ahmr-773	95	28	1993	1993	NUM
ahmr-773	95	29	)	)	PUNCT
ahmr-773	95	30	.	.	PUNCT
ahmr-773	96	1	households	household	NOUN
ahmr-773	96	2	receiving	receive	VERB
ahmr-773	96	3	remittances	remittance	NOUN
ahmr-773	96	4	in	in	ADP
ahmr-773	96	5	ethiopia	ethiopia	PROPN
ahmr-773	96	6	and	and	CCONJ
ahmr-773	96	7	sri	sri	PROPN
ahmr-773	96	8	lanka	lanka	PROPN
ahmr-773	96	9	invest	invest	VERB
ahmr-773	96	10	more	more	ADV
ahmr-773	96	11	heavily	heavily	ADV
ahmr-773	96	12	in	in	ADP
ahmr-773	96	13	child	child	NOUN
ahmr-773	96	14	education	education	NOUN
ahmr-773	96	15	than	than	ADP
ahmr-773	96	16	non	non	ADJ
ahmr-773	96	17	-	-	NOUN
ahmr-773	96	18	remittance	remittance	ADJ
ahmr-773	96	19	receiving	receive	VERB
ahmr-773	96	20	households	household	NOUN
ahmr-773	96	21	(	(	PUNCT
ahmr-773	96	22	seife	seife	NOUN
ahmr-773	96	23	and	and	CCONJ
ahmr-773	96	24	susan	susan	NOUN
ahmr-773	96	25	,	,	PUNCT
ahmr-773	96	26	2005	2005	NUM
ahmr-773	96	27	)	)	PUNCT
ahmr-773	96	28	.	.	PUNCT
ahmr-773	97	1	a	a	DET
ahmr-773	97	2	cross	cross	ADJ
ahmr-773	97	3	-	-	ADJ
ahmr-773	97	4	country	country	ADJ
ahmr-773	97	5	comparison	comparison	NOUN
ahmr-773	97	6	of	of	ADP
ahmr-773	97	7	six	six	NUM
ahmr-773	97	8	sub	sub	ADJ
ahmr-773	97	9	-	-	ADJ
ahmr-773	97	10	saharan	saharan	ADJ
ahmr-773	97	11	african	african	ADJ
ahmr-773	97	12	nations	nation	NOUN
ahmr-773	97	13	shows	show	VERB
ahmr-773	97	14	a	a	DET
ahmr-773	97	15	strong	strong	ADJ
ahmr-773	97	16	and	and	CCONJ
ahmr-773	97	17	positive	positive	ADJ
ahmr-773	97	18	correlation	correlation	NOUN
ahmr-773	97	19	between	between	ADP
ahmr-773	97	20	the	the	DET
ahmr-773	97	21	average	average	ADJ
ahmr-773	97	22	number	number	NOUN
ahmr-773	97	23	of	of	ADP
ahmr-773	97	24	household	household	NOUN
ahmr-773	97	25	members	member	NOUN
ahmr-773	97	26	with	with	ADP
ahmr-773	97	27	a	a	DET
ahmr-773	97	28	secondary	secondary	ADJ
ahmr-773	97	29	education	education	NOUN
ahmr-773	97	30	and	and	CCONJ
ahmr-773	97	31	receipt	receipt	NOUN
ahmr-773	97	32	of	of	ADP
ahmr-773	97	33	international	international	ADJ
ahmr-773	97	34	remittances	remittance	NOUN
ahmr-773	97	35	from	from	ADP
ahmr-773	97	36	outside	outside	ADP
ahmr-773	97	37	of	of	ADP
ahmr-773	97	38	the	the	DET
ahmr-773	97	39	continent	continent	NOUN
ahmr-773	97	40	(	(	PUNCT
ahmr-773	97	41	world	world	PROPN
ahmr-773	97	42	bank	bank	PROPN
ahmr-773	97	43	,	,	PUNCT
ahmr-773	97	44	2013	2013	NUM
ahmr-773	97	45	)	)	PUNCT
ahmr-773	97	46	.	.	PUNCT
ahmr-773	98	1	in	in	ADP
ahmr-773	98	2	senegal	senegal	PROPN
ahmr-773	98	3	,	,	PUNCT
ahmr-773	98	4	randazzo	randazzo	VERB
ahmr-773	98	5	and	and	CCONJ
ahmr-773	98	6	pirancha	pirancha	PROPN
ahmr-773	98	7	(	(	PUNCT
ahmr-773	98	8	2014	2014	NUM
ahmr-773	98	9	)	)	PUNCT
ahmr-773	98	10	found	find	VERB
ahmr-773	98	11	productive	productive	ADJ
ahmr-773	98	12	use	use	NOUN
ahmr-773	98	13	of	of	ADP
ahmr-773	98	14	remittances	remittance	NOUN
ahmr-773	98	15	among	among	ADP
ahmr-773	98	16	those	those	PRON
ahmr-773	98	17	receiving	receive	VERB
ahmr-773	98	18	international	international	ADJ
ahmr-773	98	19	remittances	remittance	NOUN
ahmr-773	98	20	.	.	PUNCT
ahmr-773	99	1	the	the	DET
ahmr-773	99	2	study	study	NOUN
ahmr-773	99	3	found	find	VERB
ahmr-773	99	4	ahmr	ahmr	NOUN
ahmr-773	99	5	,	,	PUNCT
ahmr-773	99	6	vol.2	vol.2	PROPN
ahmr-773	99	7	no3	no3	PROPN
ahmr-773	99	8	,	,	PUNCT
ahmr-773	99	9	september	september	PROPN
ahmr-773	99	10	-	-	PUNCT
ahmr-773	99	11	december	december	PROPN
ahmr-773	99	12	2016	2016	NUM
ahmr-773	99	13	574	574	NUM
ahmr-773	99	14	that	that	SCONJ
ahmr-773	99	15	those	those	PRON
ahmr-773	99	16	receiving	receive	VERB
ahmr-773	99	17	international	international	ADJ
ahmr-773	99	18	remittances	remittance	NOUN
ahmr-773	99	19	spend	spend	NOUN
ahmr-773	99	20	,	,	PUNCT
ahmr-773	99	21	on	on	ADP
ahmr-773	99	22	average	average	ADJ
ahmr-773	99	23	,	,	PUNCT
ahmr-773	99	24	less	less	ADJ
ahmr-773	99	25	on	on	ADP
ahmr-773	99	26	food	food	NOUN
ahmr-773	99	27	and	and	CCONJ
ahmr-773	99	28	more	more	ADJ
ahmr-773	99	29	on	on	ADP
ahmr-773	99	30	durables	durable	NOUN
ahmr-773	99	31	goods	good	NOUN
ahmr-773	99	32	,	,	PUNCT
ahmr-773	99	33	education	education	NOUN
ahmr-773	99	34	and	and	CCONJ
ahmr-773	99	35	investments	investment	NOUN
ahmr-773	99	36	,	,	PUNCT
ahmr-773	99	37	signalling	signal	VERB
ahmr-773	99	38	a	a	DET
ahmr-773	99	39	productive	productive	ADJ
ahmr-773	99	40	use	use	NOUN
ahmr-773	99	41	of	of	ADP
ahmr-773	99	42	remittances	remittance	NOUN
ahmr-773	99	43	.	.	PUNCT
ahmr-773	100	1	in	in	ADP
ahmr-773	100	2	four	four	NUM
ahmr-773	100	3	selected	select	VERB
ahmr-773	100	4	west	west	ADJ
ahmr-773	100	5	african	african	ADJ
ahmr-773	100	6	countries	country	NOUN
ahmr-773	100	7	–	–	PUNCT
ahmr-773	100	8	cameroon	cameroon	NOUN
ahmr-773	100	9	,	,	PUNCT
ahmr-773	100	10	cape	cape	NOUN
ahmr-773	100	11	verde	verde	NOUN
ahmr-773	100	12	,	,	PUNCT
ahmr-773	100	13	nigeria	nigeria	PROPN
ahmr-773	100	14	and	and	CCONJ
ahmr-773	100	15	senegal	senegal	PROPN
ahmr-773	100	16	–	–	PUNCT
ahmr-773	100	17	adarkwa	adarkwa	NOUN
ahmr-773	100	18	(	(	PUNCT
ahmr-773	100	19	2015	2015	NUM
ahmr-773	100	20	)	)	PUNCT
ahmr-773	100	21	found	find	VERB
ahmr-773	100	22	that	that	SCONJ
ahmr-773	100	23	inflow	inflow	NOUN
ahmr-773	100	24	of	of	ADP
ahmr-773	100	25	remittances	remittance	NOUN
ahmr-773	100	26	to	to	PART
ahmr-773	100	27	senegal	senegal	VERB
ahmr-773	100	28	and	and	CCONJ
ahmr-773	100	29	nigeria	nigeria	PROPN
ahmr-773	100	30	impact	impact	NOUN
ahmr-773	100	31	positively	positively	ADV
ahmr-773	100	32	on	on	ADP
ahmr-773	100	33	these	these	DET
ahmr-773	100	34	countries	country	NOUN
ahmr-773	100	35	’	'	PUNCT
ahmr-773	100	36	gross	gross	ADJ
ahmr-773	100	37	domestic	domestic	ADJ
ahmr-773	100	38	product	product	NOUN
ahmr-773	100	39	,	,	PUNCT
ahmr-773	100	40	but	but	CCONJ
ahmr-773	100	41	impact	impact	NOUN
ahmr-773	100	42	negatively	negatively	ADV
ahmr-773	100	43	on	on	ADP
ahmr-773	100	44	the	the	DET
ahmr-773	100	45	gdp	gdp	NOUN
ahmr-773	100	46	of	of	ADP
ahmr-773	100	47	cape	cape	PROPN
ahmr-773	100	48	verde	verde	NOUN
ahmr-773	100	49	and	and	CCONJ
ahmr-773	100	50	cameroon	cameroon	NOUN
ahmr-773	100	51	.	.	PUNCT
ahmr-773	101	1	also	also	ADV
ahmr-773	101	2	,	,	PUNCT
ahmr-773	101	3	using	use	VERB
ahmr-773	101	4	data	datum	NOUN
ahmr-773	101	5	from	from	ADP
ahmr-773	101	6	1980	1980	NUM
ahmr-773	101	7	to	to	ADP
ahmr-773	101	8	2013	2013	NUM
ahmr-773	101	9	to	to	PART
ahmr-773	101	10	analyse	analyse	VERB
ahmr-773	101	11	the	the	DET
ahmr-773	101	12	determinants	determinant	NOUN
ahmr-773	101	13	of	of	ADP
ahmr-773	101	14	remittances	remittance	NOUN
ahmr-773	101	15	to	to	ADP
ahmr-773	101	16	nigeria	nigeria	PRON
ahmr-773	101	17	,	,	PUNCT
ahmr-773	101	18	laniran	laniran	ADJ
ahmr-773	101	19	and	and	CCONJ
ahmr-773	101	20	adeniyi	adeniyi	ADV
ahmr-773	101	21	(	(	PUNCT
ahmr-773	101	22	2015	2015	NUM
ahmr-773	101	23	)	)	PUNCT
ahmr-773	101	24	found	find	VERB
ahmr-773	101	25	remittance	remittance	NOUN
ahmr-773	101	26	flows	flow	VERB
ahmr-773	101	27	to	to	ADP
ahmr-773	101	28	nigeria	nigeria	PRON
ahmr-773	101	29	as	as	ADP
ahmr-773	101	30	pro	pro	ADJ
ahmr-773	101	31	-	-	ADJ
ahmr-773	101	32	cyclical	cyclical	ADJ
ahmr-773	101	33	in	in	ADP
ahmr-773	101	34	nature	nature	NOUN
ahmr-773	101	35	rather	rather	ADV
ahmr-773	101	36	than	than	ADP
ahmr-773	101	37	countercyclical	countercyclical	ADJ
ahmr-773	101	38	.	.	PUNCT
ahmr-773	102	1	through	through	ADP
ahmr-773	102	2	the	the	DET
ahmr-773	102	3	review	review	NOUN
ahmr-773	102	4	of	of	ADP
ahmr-773	102	5	literature	literature	NOUN
ahmr-773	102	6	on	on	ADP
ahmr-773	102	7	international	international	ADJ
ahmr-773	102	8	migration	migration	NOUN
ahmr-773	102	9	and	and	CCONJ
ahmr-773	102	10	remittances	remittance	NOUN
ahmr-773	102	11	,	,	PUNCT
ahmr-773	102	12	adams	adams	PROPN
ahmr-773	102	13	(	(	PUNCT
ahmr-773	102	14	2011	2011	NUM
ahmr-773	102	15	)	)	PUNCT
ahmr-773	102	16	observed	observe	VERB
ahmr-773	102	17	that	that	SCONJ
ahmr-773	102	18	the	the	DET
ahmr-773	102	19	impact	impact	NOUN
ahmr-773	102	20	of	of	ADP
ahmr-773	102	21	international	international	ADJ
ahmr-773	102	22	migration	migration	NOUN
ahmr-773	102	23	on	on	ADP
ahmr-773	102	24	health	health	NOUN
ahmr-773	102	25	and	and	CCONJ
ahmr-773	102	26	education	education	NOUN
ahmr-773	102	27	in	in	ADP
ahmr-773	102	28	developing	develop	VERB
ahmr-773	102	29	countries	country	NOUN
ahmr-773	102	30	is	be	AUX
ahmr-773	102	31	mixed	mixed	ADJ
ahmr-773	102	32	.	.	PUNCT
ahmr-773	103	1	he	he	PRON
ahmr-773	103	2	observed	observe	VERB
ahmr-773	103	3	that	that	SCONJ
ahmr-773	103	4	while	while	SCONJ
ahmr-773	103	5	most	most	ADJ
ahmr-773	103	6	studies	study	NOUN
ahmr-773	103	7	find	find	VERB
ahmr-773	103	8	that	that	SCONJ
ahmr-773	103	9	international	international	ADJ
ahmr-773	103	10	migration	migration	NOUN
ahmr-773	103	11	and	and	CCONJ
ahmr-773	103	12	remittances	remittance	NOUN
ahmr-773	103	13	improve	improve	VERB
ahmr-773	103	14	infant	infant	NOUN
ahmr-773	103	15	mortality	mortality	NOUN
ahmr-773	103	16	and	and	CCONJ
ahmr-773	103	17	child	child	NOUN
ahmr-773	103	18	health	health	NOUN
ahmr-773	103	19	,	,	PUNCT
ahmr-773	103	20	by	by	ADP
ahmr-773	103	21	raising	raise	VERB
ahmr-773	103	22	household	household	NOUN
ahmr-773	103	23	incomes	income	NOUN
ahmr-773	103	24	and	and	CCONJ
ahmr-773	103	25	increasing	increase	VERB
ahmr-773	103	26	the	the	DET
ahmr-773	103	27	health	health	NOUN
ahmr-773	103	28	knowledge	knowledge	NOUN
ahmr-773	103	29	of	of	ADP
ahmr-773	103	30	mothers	mother	NOUN
ahmr-773	103	31	,	,	PUNCT
ahmr-773	103	32	others	other	NOUN
ahmr-773	103	33	find	find	VERB
ahmr-773	103	34	the	the	DET
ahmr-773	103	35	impact	impact	NOUN
ahmr-773	103	36	of	of	ADP
ahmr-773	103	37	migration	migration	NOUN
ahmr-773	103	38	and	and	CCONJ
ahmr-773	103	39	remittances	remittance	NOUN
ahmr-773	103	40	on	on	ADP
ahmr-773	103	41	school	school	NOUN
ahmr-773	103	42	enrolment	enrolment	NOUN
ahmr-773	103	43	and	and	CCONJ
ahmr-773	103	44	achievement	achievement	NOUN
ahmr-773	103	45	to	to	PART
ahmr-773	103	46	be	be	AUX
ahmr-773	103	47	more	more	ADV
ahmr-773	103	48	controversial	controversial	ADJ
ahmr-773	103	49	.	.	PUNCT
ahmr-773	104	1	on	on	ADP
ahmr-773	104	2	the	the	DET
ahmr-773	104	3	one	one	NUM
ahmr-773	104	4	hand	hand	NOUN
ahmr-773	104	5	,	,	PUNCT
ahmr-773	104	6	international	international	ADJ
ahmr-773	104	7	remittances	remittance	NOUN
ahmr-773	104	8	raise	raise	VERB
ahmr-773	104	9	school	school	NOUN
ahmr-773	104	10	retention	retention	NOUN
ahmr-773	104	11	rates	rate	NOUN
ahmr-773	104	12	.	.	PUNCT
ahmr-773	105	1	on	on	ADP
ahmr-773	105	2	the	the	DET
ahmr-773	105	3	other	other	ADJ
ahmr-773	105	4	hand	hand	NOUN
ahmr-773	105	5	,	,	PUNCT
ahmr-773	105	6	studies	study	NOUN
ahmr-773	105	7	find	find	VERB
ahmr-773	105	8	that	that	SCONJ
ahmr-773	105	9	international	international	ADJ
ahmr-773	105	10	migration	migration	NOUN
ahmr-773	105	11	has	have	VERB
ahmr-773	105	12	a	a	DET
ahmr-773	105	13	negative	negative	ADJ
ahmr-773	105	14	effect	effect	NOUN
ahmr-773	105	15	on	on	ADP
ahmr-773	105	16	school	school	NOUN
ahmr-773	105	17	attendance	attendance	NOUN
ahmr-773	105	18	rates	rate	NOUN
ahmr-773	105	19	for	for	ADP
ahmr-773	105	20	teenage	teenage	ADJ
ahmr-773	105	21	boys	boy	NOUN
ahmr-773	105	22	and	and	CCONJ
ahmr-773	105	23	girls	girl	NOUN
ahmr-773	105	24	because	because	SCONJ
ahmr-773	105	25	of	of	ADP
ahmr-773	105	26	the	the	DET
ahmr-773	105	27	absence	absence	NOUN
ahmr-773	105	28	of	of	ADP
ahmr-773	105	29	parents	parent	NOUN
ahmr-773	105	30	due	due	ADP
ahmr-773	105	31	to	to	ADP
ahmr-773	105	32	migration	migration	NOUN
ahmr-773	105	33	.	.	PUNCT
ahmr-773	106	1	other	other	ADJ
ahmr-773	106	2	reviews	review	NOUN
ahmr-773	106	3	by	by	ADP
ahmr-773	106	4	siddique	siddique	NOUN
ahmr-773	106	5	(	(	PUNCT
ahmr-773	106	6	2012	2012	NUM
ahmr-773	106	7	)	)	PUNCT
ahmr-773	106	8	found	find	VERB
ahmr-773	106	9	that	that	SCONJ
ahmr-773	106	10	contrary	contrary	ADV
ahmr-773	106	11	to	to	ADP
ahmr-773	106	12	the	the	DET
ahmr-773	106	13	popular	popular	ADJ
ahmr-773	106	14	belief	belief	NOUN
ahmr-773	106	15	that	that	SCONJ
ahmr-773	106	16	migrant	migrant	ADJ
ahmr-773	106	17	families	family	NOUN
ahmr-773	106	18	spend	spend	VERB
ahmr-773	106	19	disproportionate	disproportionate	ADJ
ahmr-773	106	20	amounts	amount	NOUN
ahmr-773	106	21	of	of	ADP
ahmr-773	106	22	remittances	remittance	NOUN
ahmr-773	106	23	on	on	ADP
ahmr-773	106	24	daily	daily	ADJ
ahmr-773	106	25	consumption	consumption	NOUN
ahmr-773	106	26	,	,	PUNCT
ahmr-773	106	27	findings	finding	NOUN
ahmr-773	106	28	show	show	VERB
ahmr-773	106	29	that	that	SCONJ
ahmr-773	106	30	education	education	NOUN
ahmr-773	106	31	and	and	CCONJ
ahmr-773	106	32	health	health	NOUN
ahmr-773	106	33	receive	receive	VERB
ahmr-773	106	34	very	very	ADV
ahmr-773	106	35	high	high	ADJ
ahmr-773	106	36	priority	priority	NOUN
ahmr-773	106	37	.	.	PUNCT
ahmr-773	107	1	for	for	ADP
ahmr-773	107	2	instance	instance	NOUN
ahmr-773	107	3	,	,	PUNCT
ahmr-773	107	4	various	various	ADJ
ahmr-773	107	5	studies	study	NOUN
ahmr-773	107	6	showed	show	VERB
ahmr-773	107	7	that	that	SCONJ
ahmr-773	107	8	remittances	remittance	NOUN
ahmr-773	107	9	from	from	ADP
ahmr-773	107	10	international	international	ADJ
ahmr-773	107	11	migration	migration	NOUN
ahmr-773	107	12	are	be	AUX
ahmr-773	107	13	disproportionately	disproportionately	ADV
ahmr-773	107	14	spent	spend	VERB
ahmr-773	107	15	on	on	ADP
ahmr-773	107	16	education	education	NOUN
ahmr-773	107	17	and	and	CCONJ
ahmr-773	107	18	health	health	NOUN
ahmr-773	107	19	,	,	PUNCT
ahmr-773	107	20	rather	rather	ADV
ahmr-773	107	21	than	than	ADP
ahmr-773	107	22	on	on	ADP
ahmr-773	107	23	everyday	everyday	ADJ
ahmr-773	107	24	consumption	consumption	NOUN
ahmr-773	107	25	.	.	PUNCT
ahmr-773	108	1	in	in	ADP
ahmr-773	108	2	ghana	ghana	PROPN
ahmr-773	108	3	,	,	PUNCT
ahmr-773	108	4	remittances	remittance	NOUN
ahmr-773	108	5	are	be	AUX
ahmr-773	108	6	spent	spend	VERB
ahmr-773	108	7	on	on	ADP
ahmr-773	108	8	household	household	NOUN
ahmr-773	108	9	consumption	consumption	NOUN
ahmr-773	108	10	,	,	PUNCT
ahmr-773	108	11	education	education	NOUN
ahmr-773	108	12	,	,	PUNCT
ahmr-773	108	13	debt	debt	NOUN
ahmr-773	108	14	repayment	repayment	NOUN
ahmr-773	108	15	,	,	PUNCT
ahmr-773	108	16	financing	financing	NOUN
ahmr-773	108	17	of	of	ADP
ahmr-773	108	18	projects	project	NOUN
ahmr-773	108	19	and	and	CCONJ
ahmr-773	108	20	investment	investment	NOUN
ahmr-773	108	21	in	in	ADP
ahmr-773	108	22	small	small	ADJ
ahmr-773	108	23	-	-	PUNCT
ahmr-773	108	24	businesses	business	NOUN
ahmr-773	108	25	(	(	PUNCT
ahmr-773	108	26	quartey	quartey	NOUN
ahmr-773	108	27	and	and	CCONJ
ahmr-773	108	28	blankson	blankson	NOUN
ahmr-773	108	29	,	,	PUNCT
ahmr-773	108	30	2004	2004	NUM
ahmr-773	108	31	)	)	PUNCT
ahmr-773	108	32	.	.	PUNCT
ahmr-773	109	1	both	both	DET
ahmr-773	109	2	quartey	quartey	PROPN
ahmr-773	109	3	(	(	PUNCT
ahmr-773	109	4	2006	2006	NUM
ahmr-773	109	5	)	)	PUNCT
ahmr-773	109	6	and	and	CCONJ
ahmr-773	109	7	owiafe	owiafe	NOUN
ahmr-773	109	8	’s	’s	PART
ahmr-773	109	9	(	(	PUNCT
ahmr-773	109	10	2008	2008	NUM
ahmr-773	109	11	)	)	PUNCT
ahmr-773	109	12	respective	respective	ADJ
ahmr-773	109	13	studies	study	NOUN
ahmr-773	109	14	on	on	ADP
ahmr-773	109	15	remittances	remittance	NOUN
ahmr-773	109	16	and	and	CCONJ
ahmr-773	109	17	household	household	NOUN
ahmr-773	109	18	welfare	welfare	NOUN
ahmr-773	109	19	in	in	ADP
ahmr-773	109	20	ghana	ghana	PROPN
ahmr-773	109	21	found	find	VERB
ahmr-773	109	22	that	that	SCONJ
ahmr-773	109	23	remittance	remittance	NOUN
ahmr-773	109	24	flows	flow	NOUN
ahmr-773	109	25	are	be	AUX
ahmr-773	109	26	counter	counter	ADJ
ahmr-773	109	27	-	-	ADJ
ahmr-773	109	28	cyclical	cyclical	ADJ
ahmr-773	109	29	in	in	ADP
ahmr-773	109	30	nature	nature	NOUN
ahmr-773	109	31	;	;	PUNCT
ahmr-773	109	32	in	in	SCONJ
ahmr-773	109	33	that	that	SCONJ
ahmr-773	109	34	they	they	PRON
ahmr-773	109	35	increase	increase	VERB
ahmr-773	109	36	in	in	ADP
ahmr-773	109	37	times	time	NOUN
ahmr-773	109	38	of	of	ADP
ahmr-773	109	39	economic	economic	ADJ
ahmr-773	109	40	distress	distress	NOUN
ahmr-773	109	41	and	and	CCONJ
ahmr-773	109	42	work	work	NOUN
ahmr-773	109	43	as	as	ADP
ahmr-773	109	44	a	a	DET
ahmr-773	109	45	consumption	consumption	NOUN
ahmr-773	109	46	smoothing	smoothing	NOUN
ahmr-773	109	47	mechanism	mechanism	NOUN
ahmr-773	109	48	and	and	CCONJ
ahmr-773	109	49	an	an	DET
ahmr-773	109	50	informal	informal	ADJ
ahmr-773	109	51	stabilisation	stabilisation	NOUN
ahmr-773	109	52	fund	fund	NOUN
ahmr-773	109	53	.	.	PUNCT
ahmr-773	110	1	analysing	analyse	VERB
ahmr-773	110	2	remittance	remittance	NOUN
ahmr-773	110	3	use	use	NOUN
ahmr-773	110	4	using	use	VERB
ahmr-773	110	5	glss	glss	PROPN
ahmr-773	110	6	4	4	NUM
ahmr-773	110	7	,	,	PUNCT
ahmr-773	110	8	guzman	guzman	PROPN
ahmr-773	110	9	et	et	PROPN
ahmr-773	110	10	al	al	PROPN
ahmr-773	110	11	.	.	PROPN
ahmr-773	111	1	(	(	PUNCT
ahmr-773	111	2	2007	2007	NUM
ahmr-773	111	3	)	)	PUNCT
ahmr-773	111	4	found	find	VERB
ahmr-773	111	5	that	that	SCONJ
ahmr-773	111	6	female	female	NOUN
ahmr-773	111	7	-	-	PUNCT
ahmr-773	111	8	headed	head	VERB
ahmr-773	111	9	households	household	NOUN
ahmr-773	111	10	receiving	receive	VERB
ahmr-773	111	11	remittances	remittance	NOUN
ahmr-773	111	12	from	from	ADP
ahmr-773	111	13	within	within	ADP
ahmr-773	111	14	ghana	ghana	PROPN
ahmr-773	111	15	have	have	VERB
ahmr-773	111	16	larger	large	ADJ
ahmr-773	111	17	expenditure	expenditure	NOUN
ahmr-773	111	18	shares	share	NOUN
ahmr-773	111	19	for	for	ADP
ahmr-773	111	20	health	health	NOUN
ahmr-773	111	21	and	and	CCONJ
ahmr-773	111	22	education	education	NOUN
ahmr-773	111	23	,	,	PUNCT
ahmr-773	111	24	while	while	SCONJ
ahmr-773	111	25	those	those	PRON
ahmr-773	111	26	receiving	receive	VERB
ahmr-773	111	27	remittances	remittance	NOUN
ahmr-773	111	28	from	from	ADP
ahmr-773	111	29	abroad	abroad	ADV
ahmr-773	111	30	have	have	VERB
ahmr-773	111	31	higher	high	ADJ
ahmr-773	111	32	expenditure	expenditure	NOUN
ahmr-773	111	33	shares	share	NOUN
ahmr-773	111	34	for	for	ADP
ahmr-773	111	35	health	health	NOUN
ahmr-773	111	36	and	and	CCONJ
ahmr-773	111	37	spend	spend	VERB
ahmr-773	111	38	significantly	significantly	ADV
ahmr-773	111	39	less	less	ADV
ahmr-773	111	40	on	on	ADP
ahmr-773	111	41	food	food	NOUN
ahmr-773	111	42	and	and	CCONJ
ahmr-773	111	43	more	more	ADJ
ahmr-773	111	44	on	on	ADP
ahmr-773	111	45	consumer	consumer	NOUN
ahmr-773	111	46	and	and	CCONJ
ahmr-773	111	47	durable	durable	ADJ
ahmr-773	111	48	goods	good	NOUN
ahmr-773	111	49	and	and	CCONJ
ahmr-773	111	50	housing	housing	NOUN
ahmr-773	111	51	.	.	PUNCT
ahmr-773	112	1	ahmr	ahmr	NOUN
ahmr-773	112	2	,	,	PUNCT
ahmr-773	112	3	vol.2	vol.2	PROPN
ahmr-773	112	4	no3	no3	PROPN
ahmr-773	112	5	,	,	PUNCT
ahmr-773	112	6	september	september	PROPN
ahmr-773	112	7	-	-	PUNCT
ahmr-773	112	8	december	december	PROPN
ahmr-773	112	9	2016	2016	NUM
ahmr-773	112	10	575	575	NUM
ahmr-773	112	11	migration	migration	NOUN
ahmr-773	112	12	and	and	CCONJ
ahmr-773	112	13	welfare	welfare	NOUN
ahmr-773	112	14	impacts	impact	VERB
ahmr-773	112	15	the	the	DET
ahmr-773	112	16	world	world	NOUN
ahmr-773	112	17	over	over	ADP
ahmr-773	112	18	,	,	PUNCT
ahmr-773	112	19	migration	migration	NOUN
ahmr-773	112	20	is	be	AUX
ahmr-773	112	21	increasingly	increasingly	ADV
ahmr-773	112	22	recognised	recognise	VERB
ahmr-773	112	23	as	as	ADP
ahmr-773	112	24	enhancing	enhance	VERB
ahmr-773	112	25	the	the	DET
ahmr-773	112	26	wellbeing	wellbeing	NOUN
ahmr-773	112	27	of	of	ADP
ahmr-773	112	28	migrants	migrant	NOUN
ahmr-773	112	29	and	and	CCONJ
ahmr-773	112	30	their	their	PRON
ahmr-773	112	31	households	household	NOUN
ahmr-773	112	32	.	.	PUNCT
ahmr-773	113	1	balbo	balbo	NOUN
ahmr-773	113	2	and	and	CCONJ
ahmr-773	113	3	marconi	marconi	NOUN
ahmr-773	113	4	(	(	PUNCT
ahmr-773	113	5	2005	2005	NUM
ahmr-773	113	6	)	)	PUNCT
ahmr-773	113	7	explain	explain	VERB
ahmr-773	113	8	that	that	SCONJ
ahmr-773	113	9	as	as	ADP
ahmr-773	113	10	a	a	DET
ahmr-773	113	11	result	result	NOUN
ahmr-773	113	12	of	of	ADP
ahmr-773	113	13	increasing	increase	VERB
ahmr-773	113	14	economic	economic	ADJ
ahmr-773	113	15	and	and	CCONJ
ahmr-773	113	16	social	social	ADJ
ahmr-773	113	17	inequalities	inequality	NOUN
ahmr-773	113	18	,	,	PUNCT
ahmr-773	113	19	migrating	migrating	NOUN
ahmr-773	113	20	is	be	AUX
ahmr-773	113	21	becoming	become	VERB
ahmr-773	113	22	an	an	DET
ahmr-773	113	23	integral	integral	ADJ
ahmr-773	113	24	component	component	NOUN
ahmr-773	113	25	of	of	ADP
ahmr-773	113	26	family	family	NOUN
ahmr-773	113	27	and	and	CCONJ
ahmr-773	113	28	community	community	NOUN
ahmr-773	113	29	strategies	strategy	NOUN
ahmr-773	113	30	to	to	PART
ahmr-773	113	31	improve	improve	VERB
ahmr-773	113	32	the	the	DET
ahmr-773	113	33	living	living	NOUN
ahmr-773	113	34	conditions	condition	NOUN
ahmr-773	113	35	of	of	ADP
ahmr-773	113	36	those	those	PRON
ahmr-773	113	37	who	who	PRON
ahmr-773	113	38	migrate	migrate	VERB
ahmr-773	113	39	as	as	ADV
ahmr-773	113	40	well	well	ADV
ahmr-773	113	41	as	as	ADP
ahmr-773	113	42	those	those	PRON
ahmr-773	113	43	who	who	PRON
ahmr-773	113	44	remain	remain	VERB
ahmr-773	113	45	.	.	PUNCT
ahmr-773	114	1	according	accord	VERB
ahmr-773	114	2	to	to	ADP
ahmr-773	114	3	awumbila	awumbila	PROPN
ahmr-773	114	4	et	et	PROPN
ahmr-773	114	5	al	al	PROPN
ahmr-773	114	6	.	.	PROPN
ahmr-773	115	1	(	(	PUNCT
ahmr-773	115	2	2014	2014	NUM
ahmr-773	115	3	)	)	PUNCT
ahmr-773	115	4	,	,	PUNCT
ahmr-773	115	5	parents	parent	NOUN
ahmr-773	115	6	encourage	encourage	VERB
ahmr-773	115	7	the	the	DET
ahmr-773	115	8	migration	migration	NOUN
ahmr-773	115	9	of	of	ADP
ahmr-773	115	10	their	their	PRON
ahmr-773	115	11	sons	son	NOUN
ahmr-773	115	12	and	and	CCONJ
ahmr-773	115	13	daughters	daughter	NOUN
ahmr-773	115	14	to	to	ADP
ahmr-773	115	15	the	the	DET
ahmr-773	115	16	cities	city	NOUN
ahmr-773	115	17	in	in	ADP
ahmr-773	115	18	order	order	NOUN
ahmr-773	115	19	to	to	PART
ahmr-773	115	20	enhance	enhance	VERB
ahmr-773	115	21	the	the	DET
ahmr-773	115	22	financial	financial	ADJ
ahmr-773	115	23	situation	situation	NOUN
ahmr-773	115	24	of	of	ADP
ahmr-773	115	25	the	the	DET
ahmr-773	115	26	family	family	NOUN
ahmr-773	115	27	at	at	ADP
ahmr-773	115	28	the	the	DET
ahmr-773	115	29	origin	origin	NOUN
ahmr-773	115	30	through	through	ADP
ahmr-773	115	31	remittances	remittance	NOUN
ahmr-773	115	32	.	.	PUNCT
ahmr-773	116	1	in	in	ADP
ahmr-773	116	2	this	this	DET
ahmr-773	116	3	way	way	NOUN
ahmr-773	116	4	,	,	PUNCT
ahmr-773	116	5	it	it	PRON
ahmr-773	116	6	can	can	AUX
ahmr-773	116	7	be	be	AUX
ahmr-773	116	8	said	say	VERB
ahmr-773	116	9	that	that	SCONJ
ahmr-773	116	10	the	the	DET
ahmr-773	116	11	young	young	ADJ
ahmr-773	116	12	migrants	migrant	NOUN
ahmr-773	116	13	serve	serve	VERB
ahmr-773	116	14	as	as	ADP
ahmr-773	116	15	insurers	insurer	NOUN
ahmr-773	116	16	for	for	ADP
ahmr-773	116	17	their	their	PRON
ahmr-773	116	18	households	household	NOUN
ahmr-773	116	19	(	(	PUNCT
ahmr-773	116	20	siddiqui	siddiqui	NOUN
ahmr-773	116	21	,	,	PUNCT
ahmr-773	116	22	2012	2012	NUM
ahmr-773	116	23	)	)	PUNCT
ahmr-773	116	24	.	.	PUNCT
ahmr-773	117	1	internal	internal	ADJ
ahmr-773	117	2	remittances	remittance	NOUN
ahmr-773	117	3	received	receive	VERB
ahmr-773	117	4	play	play	VERB
ahmr-773	117	5	a	a	DET
ahmr-773	117	6	very	very	ADV
ahmr-773	117	7	crucial	crucial	ADJ
ahmr-773	117	8	role	role	NOUN
ahmr-773	117	9	in	in	ADP
ahmr-773	117	10	improving	improve	VERB
ahmr-773	117	11	welfare	welfare	NOUN
ahmr-773	117	12	and	and	CCONJ
ahmr-773	117	13	reducing	reduce	VERB
ahmr-773	117	14	poverty	poverty	NOUN
ahmr-773	117	15	in	in	ADP
ahmr-773	117	16	ghana	ghana	PROPN
ahmr-773	117	17	(	(	PUNCT
ahmr-773	117	18	castaldo	castaldo	PROPN
ahmr-773	117	19	et	et	PROPN
ahmr-773	117	20	al	al	PROPN
ahmr-773	117	21	,	,	PUNCT
ahmr-773	117	22	2012	2012	NUM
ahmr-773	117	23	)	)	PUNCT
ahmr-773	117	24	.	.	PUNCT
ahmr-773	118	1	kwankye	kwankye	PROPN
ahmr-773	118	2	and	and	CCONJ
ahmr-773	118	3	anarfi	anarfi	PROPN
ahmr-773	118	4	(	(	PUNCT
ahmr-773	118	5	2011	2011	NUM
ahmr-773	118	6	)	)	PUNCT
ahmr-773	118	7	also	also	ADV
ahmr-773	118	8	explain	explain	VERB
ahmr-773	118	9	that	that	SCONJ
ahmr-773	118	10	the	the	DET
ahmr-773	118	11	remittances	remittance	NOUN
ahmr-773	118	12	sent	send	VERB
ahmr-773	118	13	home	home	ADV
ahmr-773	118	14	by	by	ADP
ahmr-773	118	15	migrants	migrant	NOUN
ahmr-773	118	16	can	can	AUX
ahmr-773	118	17	help	help	VERB
ahmr-773	118	18	minimise	minimise	VERB
ahmr-773	118	19	the	the	DET
ahmr-773	118	20	effects	effect	NOUN
ahmr-773	118	21	of	of	ADP
ahmr-773	118	22	economic	economic	ADJ
ahmr-773	118	23	shocks	shock	NOUN
ahmr-773	118	24	on	on	ADP
ahmr-773	118	25	household	household	NOUN
ahmr-773	118	26	welfare	welfare	NOUN
ahmr-773	118	27	.	.	PUNCT
ahmr-773	119	1	however	however	ADV
ahmr-773	119	2	,	,	PUNCT
ahmr-773	119	3	studies	study	NOUN
ahmr-773	119	4	on	on	ADP
ahmr-773	119	5	internal	internal	ADJ
ahmr-773	119	6	migration	migration	NOUN
ahmr-773	119	7	are	be	AUX
ahmr-773	119	8	mixed	mix	VERB
ahmr-773	119	9	in	in	ADP
ahmr-773	119	10	terms	term	NOUN
ahmr-773	119	11	of	of	ADP
ahmr-773	119	12	welfare	welfare	NOUN
ahmr-773	119	13	impacts	impact	NOUN
ahmr-773	119	14	in	in	ADP
ahmr-773	119	15	ghana	ghana	PROPN
ahmr-773	119	16	.	.	PUNCT
ahmr-773	120	1	for	for	ADP
ahmr-773	120	2	example	example	NOUN
ahmr-773	120	3	,	,	PUNCT
ahmr-773	120	4	beals	beals	PROPN
ahmr-773	120	5	et	et	PROPN
ahmr-773	120	6	al	al	PROPN
ahmr-773	120	7	(	(	PUNCT
ahmr-773	120	8	1976	1976	NUM
ahmr-773	120	9	)	)	PUNCT
ahmr-773	120	10	and	and	CCONJ
ahmr-773	120	11	caldwell	caldwell	PROPN
ahmr-773	120	12	(	(	PUNCT
ahmr-773	120	13	1968	1968	NUM
ahmr-773	120	14	)	)	PUNCT
ahmr-773	120	15	,	,	PUNCT
ahmr-773	120	16	found	find	VERB
ahmr-773	120	17	a	a	DET
ahmr-773	120	18	negative	negative	ADJ
ahmr-773	120	19	effect	effect	NOUN
ahmr-773	120	20	of	of	ADP
ahmr-773	120	21	origin	origin	NOUN
ahmr-773	120	22	locality	locality	NOUN
ahmr-773	120	23	’s	’s	PART
ahmr-773	120	24	income	income	NOUN
ahmr-773	120	25	on	on	ADP
ahmr-773	120	26	rural	rural	ADJ
ahmr-773	120	27	urban	urban	ADJ
ahmr-773	120	28	migration	migration	NOUN
ahmr-773	120	29	but	but	CCONJ
ahmr-773	120	30	a	a	DET
ahmr-773	120	31	positive	positive	ADJ
ahmr-773	120	32	effect	effect	NOUN
ahmr-773	120	33	of	of	ADP
ahmr-773	120	34	a	a	DET
ahmr-773	120	35	household	household	NOUN
ahmr-773	120	36	’s	’s	PART
ahmr-773	120	37	own	own	ADJ
ahmr-773	120	38	income	income	NOUN
ahmr-773	120	39	on	on	ADP
ahmr-773	120	40	the	the	DET
ahmr-773	120	41	probability	probability	NOUN
ahmr-773	120	42	to	to	PART
ahmr-773	120	43	migrate	migrate	VERB
ahmr-773	120	44	(	(	PUNCT
ahmr-773	120	45	see	see	VERB
ahmr-773	120	46	references	reference	NOUN
ahmr-773	120	47	in	in	ADP
ahmr-773	120	48	ackah	ackah	PROPN
ahmr-773	120	49	and	and	CCONJ
ahmr-773	120	50	medvedev	medvedev	PROPN
ahmr-773	120	51	,	,	PUNCT
ahmr-773	120	52	2010	2010	NUM
ahmr-773	120	53	)	)	PUNCT
ahmr-773	120	54	.	.	PUNCT
ahmr-773	121	1	litchfield	litchfield	PROPN
ahmr-773	121	2	and	and	CCONJ
ahmr-773	121	3	waddington	waddington	PROPN
ahmr-773	121	4	(	(	PUNCT
ahmr-773	121	5	2003	2003	NUM
ahmr-773	121	6	)	)	PUNCT
ahmr-773	121	7	,	,	PUNCT
ahmr-773	121	8	also	also	ADV
ahmr-773	121	9	using	use	VERB
ahmr-773	121	10	glss	glss	ADJ
ahmr-773	121	11	rounds	round	NOUN
ahmr-773	121	12	3	3	NUM
ahmr-773	121	13	and	and	CCONJ
ahmr-773	121	14	4	4	NUM
ahmr-773	121	15	,	,	PUNCT
ahmr-773	121	16	found	find	VERB
ahmr-773	121	17	that	that	SCONJ
ahmr-773	121	18	migrant	migrant	ADJ
ahmr-773	121	19	households	household	NOUN
ahmr-773	121	20	have	have	VERB
ahmr-773	121	21	statistically	statistically	ADV
ahmr-773	121	22	significantly	significantly	ADV
ahmr-773	121	23	higher	high	ADJ
ahmr-773	121	24	standards	standard	NOUN
ahmr-773	121	25	of	of	ADP
ahmr-773	121	26	living	living	NOUN
ahmr-773	121	27	than	than	ADP
ahmr-773	121	28	non	non	ADJ
ahmr-773	121	29	-	-	ADJ
ahmr-773	121	30	migrant	migrant	ADJ
ahmr-773	121	31	households	household	NOUN
ahmr-773	121	32	in	in	ADP
ahmr-773	121	33	terms	term	NOUN
ahmr-773	121	34	of	of	ADP
ahmr-773	121	35	consumption	consumption	NOUN
ahmr-773	121	36	expenditure	expenditure	NOUN
ahmr-773	121	37	.	.	PUNCT
ahmr-773	122	1	however	however	ADV
ahmr-773	122	2	,	,	PUNCT
ahmr-773	122	3	in	in	ADP
ahmr-773	122	4	terms	term	NOUN
ahmr-773	122	5	of	of	ADP
ahmr-773	122	6	nonmonetary	nonmonetary	ADJ
ahmr-773	122	7	welfare	welfare	NOUN
ahmr-773	122	8	indicators	indicator	NOUN
ahmr-773	122	9	,	,	PUNCT
ahmr-773	122	10	the	the	DET
ahmr-773	122	11	difference	difference	NOUN
ahmr-773	122	12	was	be	AUX
ahmr-773	122	13	not	not	PART
ahmr-773	122	14	statistically	statistically	ADV
ahmr-773	122	15	significant	significant	ADJ
ahmr-773	122	16	.	.	PUNCT
ahmr-773	123	1	in	in	ADP
ahmr-773	123	2	another	another	DET
ahmr-773	123	3	study	study	NOUN
ahmr-773	123	4	,	,	PUNCT
ahmr-773	123	5	ackah	ackah	PROPN
ahmr-773	123	6	and	and	CCONJ
ahmr-773	123	7	medvedev	medvedev	PROPN
ahmr-773	123	8	(	(	PUNCT
ahmr-773	123	9	2010	2010	NUM
ahmr-773	123	10	)	)	PUNCT
ahmr-773	123	11	found	find	VERB
ahmr-773	123	12	that	that	SCONJ
ahmr-773	123	13	internal	internal	ADJ
ahmr-773	123	14	migration	migration	NOUN
ahmr-773	123	15	turns	turn	VERB
ahmr-773	123	16	out	out	ADP
ahmr-773	123	17	to	to	PART
ahmr-773	123	18	only	only	ADV
ahmr-773	123	19	be	be	AUX
ahmr-773	123	20	beneficial	beneficial	ADJ
ahmr-773	123	21	for	for	ADP
ahmr-773	123	22	a	a	DET
ahmr-773	123	23	subset	subset	NOUN
ahmr-773	123	24	of	of	ADP
ahmr-773	123	25	ghanaian	ghanaian	ADJ
ahmr-773	123	26	households	household	NOUN
ahmr-773	123	27	who	who	PRON
ahmr-773	123	28	send	send	VERB
ahmr-773	123	29	migrants	migrant	NOUN
ahmr-773	123	30	to	to	ADP
ahmr-773	123	31	urban	urban	ADJ
ahmr-773	123	32	rather	rather	ADV
ahmr-773	123	33	than	than	ADP
ahmr-773	123	34	rural	rural	ADJ
ahmr-773	123	35	areas	area	NOUN
ahmr-773	123	36	.	.	PUNCT
ahmr-773	124	1	despite	despite	SCONJ
ahmr-773	124	2	this	this	PRON
ahmr-773	124	3	,	,	PUNCT
ahmr-773	124	4	the	the	DET
ahmr-773	124	5	study	study	NOUN
ahmr-773	124	6	found	find	VERB
ahmr-773	124	7	evidence	evidence	NOUN
ahmr-773	124	8	that	that	SCONJ
ahmr-773	124	9	households	household	NOUN
ahmr-773	124	10	with	with	ADP
ahmr-773	124	11	migrants	migrant	NOUN
ahmr-773	124	12	tend	tend	VERB
ahmr-773	124	13	to	to	PART
ahmr-773	124	14	be	be	AUX
ahmr-773	124	15	better	well	ADJ
ahmr-773	124	16	off	off	ADP
ahmr-773	124	17	than	than	ADP
ahmr-773	124	18	similar	similar	ADJ
ahmr-773	124	19	households	household	NOUN
ahmr-773	124	20	without	without	ADP
ahmr-773	124	21	migrants	migrant	NOUN
ahmr-773	124	22	.	.	PUNCT
ahmr-773	125	1	ackah	ackah	PROPN
ahmr-773	125	2	and	and	CCONJ
ahmr-773	125	3	medvedev	medvedev	PROPN
ahmr-773	125	4	’s	’s	PART
ahmr-773	125	5	(	(	PUNCT
ahmr-773	125	6	2010	2010	NUM
ahmr-773	125	7	)	)	PUNCT
ahmr-773	125	8	study	study	NOUN
ahmr-773	125	9	relied	rely	VERB
ahmr-773	125	10	mostly	mostly	ADV
ahmr-773	125	11	on	on	ADP
ahmr-773	125	12	quantitative	quantitative	ADJ
ahmr-773	125	13	data	datum	NOUN
ahmr-773	125	14	without	without	ADP
ahmr-773	125	15	examining	examine	VERB
ahmr-773	125	16	the	the	DET
ahmr-773	125	17	subjective	subjective	ADJ
ahmr-773	125	18	assessment	assessment	NOUN
ahmr-773	125	19	by	by	ADP
ahmr-773	125	20	the	the	DET
ahmr-773	125	21	migrants	migrant	NOUN
ahmr-773	125	22	themselves	themselves	PRON
ahmr-773	125	23	.	.	PUNCT
ahmr-773	126	1	this	this	DET
ahmr-773	126	2	study	study	NOUN
ahmr-773	126	3	overcomes	overcome	VERB
ahmr-773	126	4	this	this	DET
ahmr-773	126	5	shortfall	shortfall	NOUN
ahmr-773	126	6	by	by	ADP
ahmr-773	126	7	allowing	allow	VERB
ahmr-773	126	8	for	for	ADP
ahmr-773	126	9	subjective	subjective	ADJ
ahmr-773	126	10	assessment	assessment	NOUN
ahmr-773	126	11	by	by	ADP
ahmr-773	126	12	the	the	DET
ahmr-773	126	13	migrants	migrant	NOUN
ahmr-773	126	14	themselves	themselves	PRON
ahmr-773	126	15	.	.	PUNCT
ahmr-773	127	1	in	in	ADP
ahmr-773	127	2	other	other	ADJ
ahmr-773	127	3	situations	situation	NOUN
ahmr-773	127	4	,	,	PUNCT
ahmr-773	127	5	migration	migration	NOUN
ahmr-773	127	6	does	do	AUX
ahmr-773	127	7	not	not	PART
ahmr-773	127	8	increase	increase	VERB
ahmr-773	127	9	welfare	welfare	NOUN
ahmr-773	127	10	gains	gain	NOUN
ahmr-773	127	11	when	when	SCONJ
ahmr-773	127	12	compared	compare	VERB
ahmr-773	127	13	with	with	ADP
ahmr-773	127	14	non	non	ADJ
ahmr-773	127	15	-	-	ADJ
ahmr-773	127	16	migrant	migrant	ADJ
ahmr-773	127	17	households	household	NOUN
ahmr-773	127	18	.	.	PUNCT
ahmr-773	128	1	research	research	NOUN
ahmr-773	128	2	by	by	ADP
ahmr-773	128	3	awumbila	awumbila	PROPN
ahmr-773	128	4	et	et	PROPN
ahmr-773	128	5	al	al	PROPN
ahmr-773	128	6	(	(	PUNCT
ahmr-773	128	7	2015	2015	NUM
ahmr-773	128	8	)	)	PUNCT
ahmr-773	128	9	in	in	ADP
ahmr-773	128	10	five	five	NUM
ahmr-773	128	11	regions	region	NOUN
ahmr-773	128	12	of	of	ADP
ahmr-773	128	13	ghana	ghana	PROPN
ahmr-773	128	14	examining	examine	VERB
ahmr-773	128	15	the	the	DET
ahmr-773	128	16	relationships	relationship	NOUN
ahmr-773	128	17	between	between	ADP
ahmr-773	128	18	internal	internal	ADJ
ahmr-773	128	19	/	/	SYM
ahmr-773	128	20	intraregional	intraregional	ADJ
ahmr-773	128	21	migration	migration	NOUN
ahmr-773	128	22	and	and	CCONJ
ahmr-773	128	23	poverty	poverty	NOUN
ahmr-773	128	24	outcomes	outcome	NOUN
ahmr-773	128	25	found	find	VERB
ahmr-773	128	26	no	no	DET
ahmr-773	128	27	difference	difference	NOUN
ahmr-773	128	28	between	between	ADP
ahmr-773	128	29	the	the	DET
ahmr-773	128	30	income	income	NOUN
ahmr-773	128	31	or	or	CCONJ
ahmr-773	128	32	wealth	wealth	NOUN
ahmr-773	128	33	status	status	NOUN
ahmr-773	128	34	of	of	ADP
ahmr-773	128	35	non	non	ADJ
ahmr-773	128	36	-	-	ADJ
ahmr-773	128	37	migrant	migrant	ADJ
ahmr-773	128	38	-	-	PUNCT
ahmr-773	128	39	sending	send	VERB
ahmr-773	128	40	households	household	NOUN
ahmr-773	128	41	and	and	CCONJ
ahmr-773	128	42	migrant	migrant	NOUN
ahmr-773	128	43	-	-	PUNCT
ahmr-773	128	44	sending	send	VERB
ahmr-773	128	45	households	household	NOUN
ahmr-773	128	46	,	,	PUNCT
ahmr-773	128	47	which	which	PRON
ahmr-773	128	48	contradicts	contradict	VERB
ahmr-773	128	49	the	the	DET
ahmr-773	128	50	general	general	ADJ
ahmr-773	128	51	view	view	NOUN
ahmr-773	128	52	that	that	SCONJ
ahmr-773	128	53	poor	poor	ADJ
ahmr-773	128	54	households	household	NOUN
ahmr-773	128	55	are	be	AUX
ahmr-773	128	56	less	less	ADJ
ahmr-773	128	57	ahmr	ahmr	NOUN
ahmr-773	128	58	,	,	PUNCT
ahmr-773	128	59	vol.2	vol.2	PROPN
ahmr-773	128	60	no3	no3	PROPN
ahmr-773	128	61	,	,	PUNCT
ahmr-773	128	62	september	september	PROPN
ahmr-773	128	63	-	-	PUNCT
ahmr-773	128	64	december	december	PROPN
ahmr-773	128	65	2016	2016	NUM
ahmr-773	128	66	576	576	NUM
ahmr-773	128	67	likely	likely	ADJ
ahmr-773	128	68	to	to	PART
ahmr-773	128	69	migrate	migrate	VERB
ahmr-773	128	70	than	than	ADP
ahmr-773	128	71	wealthy	wealthy	ADJ
ahmr-773	128	72	households	household	NOUN
ahmr-773	128	73	.	.	PUNCT
ahmr-773	129	1	however	however	ADV
ahmr-773	129	2	,	,	PUNCT
ahmr-773	129	3	the	the	DET
ahmr-773	129	4	authors	author	NOUN
ahmr-773	129	5	admitted	admit	VERB
ahmr-773	129	6	in	in	ADP
ahmr-773	129	7	their	their	PRON
ahmr-773	129	8	work	work	NOUN
ahmr-773	129	9	that	that	PRON
ahmr-773	129	10	the	the	DET
ahmr-773	129	11	study	study	NOUN
ahmr-773	129	12	results	result	NOUN
ahmr-773	129	13	reflect	reflect	VERB
ahmr-773	129	14	a	a	DET
ahmr-773	129	15	weakness	weakness	NOUN
ahmr-773	129	16	in	in	ADP
ahmr-773	129	17	their	their	PRON
ahmr-773	129	18	data	datum	NOUN
ahmr-773	129	19	in	in	ADP
ahmr-773	129	20	capturing	capture	VERB
ahmr-773	129	21	income	income	NOUN
ahmr-773	129	22	and	and	CCONJ
ahmr-773	129	23	assets	asset	NOUN
ahmr-773	129	24	at	at	ADP
ahmr-773	129	25	the	the	DET
ahmr-773	129	26	time	time	NOUN
ahmr-773	129	27	of	of	ADP
ahmr-773	129	28	migration	migration	NOUN
ahmr-773	129	29	.	.	PUNCT
ahmr-773	130	1	research	research	NOUN
ahmr-773	130	2	methodology	methodology	NOUN
ahmr-773	130	3	the	the	DET
ahmr-773	130	4	study	study	NOUN
ahmr-773	130	5	employed	employ	VERB
ahmr-773	130	6	mixed	mixed	ADJ
ahmr-773	130	7	methods	method	NOUN
ahmr-773	130	8	combining	combine	VERB
ahmr-773	130	9	both	both	CCONJ
ahmr-773	130	10	qualitative	qualitative	ADJ
ahmr-773	130	11	and	and	CCONJ
ahmr-773	130	12	quantitative	quantitative	ADJ
ahmr-773	130	13	methods	method	NOUN
ahmr-773	130	14	to	to	PART
ahmr-773	130	15	gain	gain	VERB
ahmr-773	130	16	deeper	deep	ADJ
ahmr-773	130	17	understanding	understanding	NOUN
ahmr-773	130	18	of	of	ADP
ahmr-773	130	19	internal	internal	ADJ
ahmr-773	130	20	migration	migration	NOUN
ahmr-773	130	21	and	and	CCONJ
ahmr-773	130	22	remittances	remittance	NOUN
ahmr-773	130	23	.	.	PUNCT
ahmr-773	131	1	the	the	DET
ahmr-773	131	2	study	study	NOUN
ahmr-773	131	3	predominantly	predominantly	ADV
ahmr-773	131	4	targeted	target	VERB
ahmr-773	131	5	migrant	migrant	ADJ
ahmr-773	131	6	households	household	NOUN
ahmr-773	131	7	in	in	ADP
ahmr-773	131	8	the	the	DET
ahmr-773	131	9	study	study	NOUN
ahmr-773	131	10	area	area	NOUN
ahmr-773	131	11	.	.	PUNCT
ahmr-773	132	1	the	the	DET
ahmr-773	132	2	study	study	NOUN
ahmr-773	132	3	adopted	adopt	VERB
ahmr-773	132	4	a	a	DET
ahmr-773	132	5	two	two	NUM
ahmr-773	132	6	-	-	PUNCT
ahmr-773	132	7	staged	stage	VERB
ahmr-773	132	8	stratified	stratified	ADJ
ahmr-773	132	9	sampling	sampling	NOUN
ahmr-773	132	10	technique	technique	NOUN
ahmr-773	132	11	.	.	PUNCT
ahmr-773	133	1	a	a	DET
ahmr-773	133	2	screener	screener	NOUN
ahmr-773	133	3	survey	survey	NOUN
ahmr-773	133	4	was	be	AUX
ahmr-773	133	5	used	use	VERB
ahmr-773	133	6	to	to	PART
ahmr-773	133	7	select	select	VERB
ahmr-773	133	8	households	household	NOUN
ahmr-773	133	9	with	with	ADP
ahmr-773	133	10	and	and	CCONJ
ahmr-773	133	11	without	without	ADP
ahmr-773	133	12	migrants	migrant	NOUN
ahmr-773	133	13	.	.	PUNCT
ahmr-773	134	1	in	in	ADP
ahmr-773	134	2	all	all	PRON
ahmr-773	134	3	,	,	PUNCT
ahmr-773	134	4	358	358	NUM
ahmr-773	134	5	households	household	NOUN
ahmr-773	134	6	were	be	AUX
ahmr-773	134	7	screened	screen	VERB
ahmr-773	134	8	.	.	PUNCT
ahmr-773	135	1	at	at	ADP
ahmr-773	135	2	the	the	DET
ahmr-773	135	3	second	second	ADJ
ahmr-773	135	4	stage	stage	NOUN
ahmr-773	135	5	,	,	PUNCT
ahmr-773	135	6	a	a	DET
ahmr-773	135	7	random	random	ADJ
ahmr-773	135	8	sampling	sampling	NOUN
ahmr-773	135	9	technique	technique	NOUN
ahmr-773	135	10	was	be	AUX
ahmr-773	135	11	used	use	VERB
ahmr-773	135	12	to	to	PART
ahmr-773	135	13	select	select	VERB
ahmr-773	135	14	202	202	NUM
ahmr-773	135	15	households	household	NOUN
ahmr-773	135	16	that	that	PRON
ahmr-773	135	17	constituted	constitute	VERB
ahmr-773	135	18	the	the	DET
ahmr-773	135	19	main	main	ADJ
ahmr-773	135	20	respondents	respondent	NOUN
ahmr-773	135	21	for	for	ADP
ahmr-773	135	22	the	the	DET
ahmr-773	135	23	survey	survey	NOUN
ahmr-773	135	24	.	.	PUNCT
ahmr-773	136	1	household	household	NOUN
ahmr-773	136	2	heads	head	NOUN
ahmr-773	136	3	were	be	AUX
ahmr-773	136	4	interviewed	interview	VERB
ahmr-773	136	5	using	use	VERB
ahmr-773	136	6	both	both	CCONJ
ahmr-773	136	7	a	a	DET
ahmr-773	136	8	semi	semi	ADJ
ahmr-773	136	9	-	-	ADJ
ahmr-773	136	10	structured	structured	ADJ
ahmr-773	136	11	questionnaire	questionnaire	NOUN
ahmr-773	136	12	and	and	CCONJ
ahmr-773	136	13	in	in	ADP
ahmr-773	136	14	-	-	PUNCT
ahmr-773	136	15	depth	depth	NOUN
ahmr-773	136	16	interviews	interview	NOUN
ahmr-773	136	17	.	.	PUNCT
ahmr-773	137	1	the	the	DET
ahmr-773	137	2	quantitative	quantitative	ADJ
ahmr-773	137	3	data	datum	NOUN
ahmr-773	137	4	was	be	AUX
ahmr-773	137	5	analysed	analyse	VERB
ahmr-773	137	6	using	use	VERB
ahmr-773	137	7	stata	stata	NOUN
ahmr-773	137	8	,	,	PUNCT
ahmr-773	137	9	whereas	whereas	SCONJ
ahmr-773	137	10	the	the	DET
ahmr-773	137	11	qualitative	qualitative	ADJ
ahmr-773	137	12	data	datum	NOUN
ahmr-773	137	13	was	be	AUX
ahmr-773	137	14	recorded	record	VERB
ahmr-773	137	15	electronically	electronically	ADV
ahmr-773	137	16	,	,	PUNCT
ahmr-773	137	17	transcribed	transcribe	VERB
ahmr-773	137	18	and	and	CCONJ
ahmr-773	137	19	uploaded	upload	VERB
ahmr-773	137	20	onto	onto	ADP
ahmr-773	137	21	nvivo	nvivo	NOUN
ahmr-773	137	22	for	for	ADP
ahmr-773	137	23	analysis	analysis	NOUN
ahmr-773	137	24	.	.	PUNCT
ahmr-773	138	1	figure	figure	NOUN
ahmr-773	138	2	2	2	NUM
ahmr-773	138	3	:	:	PUNCT
ahmr-773	138	4	map	map	NOUN
ahmr-773	138	5	of	of	ADP
ahmr-773	138	6	dormaa	dormaa	ADJ
ahmr-773	138	7	municipality	municipality	NOUN
ahmr-773	138	8	ahmr	ahmr	NOUN
ahmr-773	138	9	,	,	PUNCT
ahmr-773	138	10	vol.2	vol.2	PROPN
ahmr-773	138	11	no3	no3	PROPN
ahmr-773	138	12	,	,	PUNCT
ahmr-773	138	13	september	september	PROPN
ahmr-773	138	14	-	-	PUNCT
ahmr-773	138	15	december	december	PROPN
ahmr-773	138	16	2016	2016	NUM
ahmr-773	138	17	577	577	NUM
ahmr-773	138	18	source	source	NOUN
ahmr-773	138	19	:	:	PUNCT
ahmr-773	138	20	centre	centre	NOUN
ahmr-773	138	21	for	for	ADP
ahmr-773	138	22	remote	remote	ADJ
ahmr-773	138	23	sensing	sensing	NOUN
ahmr-773	138	24	and	and	CCONJ
ahmr-773	138	25	geographical	geographical	ADJ
ahmr-773	138	26	information	information	NOUN
ahmr-773	138	27	system	system	NOUN
ahmr-773	138	28	,	,	PUNCT
ahmr-773	138	29	legon	legon	PROPN
ahmr-773	138	30	(	(	PUNCT
ahmr-773	138	31	2016	2016	NUM
ahmr-773	138	32	)	)	PUNCT
ahmr-773	138	33	.	.	PUNCT
ahmr-773	139	1	results	result	NOUN
ahmr-773	139	2	and	and	CCONJ
ahmr-773	139	3	discussions	discussion	NOUN
ahmr-773	139	4	factors	factor	NOUN
ahmr-773	139	5	determining	determine	VERB
ahmr-773	139	6	migration	migration	NOUN
ahmr-773	139	7	in	in	ADP
ahmr-773	139	8	dormaa	dormaa	ADJ
ahmr-773	139	9	municipality	municipality	NOUN
ahmr-773	139	10	the	the	DET
ahmr-773	139	11	economic	economic	ADJ
ahmr-773	139	12	theories	theory	NOUN
ahmr-773	139	13	on	on	ADP
ahmr-773	139	14	migration	migration	NOUN
ahmr-773	139	15	posit	posit	NOUN
ahmr-773	139	16	that	that	SCONJ
ahmr-773	139	17	,	,	PUNCT
ahmr-773	139	18	generally	generally	ADV
ahmr-773	139	19	,	,	PUNCT
ahmr-773	139	20	migration	migration	NOUN
ahmr-773	139	21	(	(	PUNCT
ahmr-773	139	22	aside	aside	ADV
ahmr-773	139	23	from	from	ADP
ahmr-773	139	24	forced	force	VERB
ahmr-773	139	25	migration	migration	NOUN
ahmr-773	139	26	)	)	PUNCT
ahmr-773	139	27	is	be	AUX
ahmr-773	139	28	an	an	DET
ahmr-773	139	29	economic	economic	ADJ
ahmr-773	139	30	phenomenon	phenomenon	NOUN
ahmr-773	139	31	;	;	PUNCT
ahmr-773	139	32	that	that	PRON
ahmr-773	139	33	is	be	AUX
ahmr-773	139	34	wage	wage	NOUN
ahmr-773	139	35	differentials	differential	NOUN
ahmr-773	139	36	,	,	PUNCT
ahmr-773	139	37	economic	economic	ADJ
ahmr-773	139	38	disparities	disparity	NOUN
ahmr-773	139	39	,	,	PUNCT
ahmr-773	139	40	and	and	CCONJ
ahmr-773	139	41	unemployment	unemployment	NOUN
ahmr-773	139	42	differentials	differential	NOUN
ahmr-773	139	43	(	(	PUNCT
ahmr-773	139	44	hannan	hannan	PROPN
ahmr-773	139	45	,	,	PUNCT
ahmr-773	139	46	1970	1970	NUM
ahmr-773	139	47	;	;	PUNCT
ahmr-773	139	48	todaro	todaro	NOUN
ahmr-773	139	49	,	,	PUNCT
ahmr-773	139	50	1969	1969	NUM
ahmr-773	139	51	;	;	PUNCT
ahmr-773	139	52	harris	harris	PROPN
ahmr-773	139	53	and	and	CCONJ
ahmr-773	139	54	todaro	todaro	NOUN
ahmr-773	139	55	,	,	PUNCT
ahmr-773	139	56	1970	1970	NUM
ahmr-773	139	57	)	)	PUNCT
ahmr-773	139	58	.	.	PUNCT
ahmr-773	140	1	others	other	NOUN
ahmr-773	140	2	maintain	maintain	VERB
ahmr-773	140	3	that	that	SCONJ
ahmr-773	140	4	migration	migration	NOUN
ahmr-773	140	5	potential	potential	NOUN
ahmr-773	140	6	and	and	CCONJ
ahmr-773	140	7	migration	migration	NOUN
ahmr-773	140	8	decisions	decision	NOUN
ahmr-773	140	9	are	be	AUX
ahmr-773	140	10	dependent	dependent	ADJ
ahmr-773	140	11	on	on	ADP
ahmr-773	140	12	push	push	NOUN
ahmr-773	140	13	and	and	CCONJ
ahmr-773	140	14	pull	pull	VERB
ahmr-773	140	15	factors	factor	NOUN
ahmr-773	140	16	.	.	PUNCT
ahmr-773	141	1	the	the	DET
ahmr-773	141	2	rudimentary	rudimentary	ADJ
ahmr-773	141	3	idea	idea	NOUN
ahmr-773	141	4	of	of	ADP
ahmr-773	141	5	the	the	DET
ahmr-773	141	6	push	push	NOUN
ahmr-773	141	7	-	-	PUNCT
ahmr-773	141	8	pull	pull	NOUN
ahmr-773	141	9	analysis	analysis	NOUN
ahmr-773	141	10	is	be	AUX
ahmr-773	141	11	that	that	SCONJ
ahmr-773	141	12	“	"	PUNCT
ahmr-773	141	13	certain	certain	ADJ
ahmr-773	141	14	adverse	adverse	ADJ
ahmr-773	141	15	factors	factor	NOUN
ahmr-773	141	16	(	(	PUNCT
ahmr-773	141	17	inherent	inherent	ADJ
ahmr-773	141	18	in	in	ADP
ahmr-773	141	19	areas	area	NOUN
ahmr-773	141	20	of	of	ADP
ahmr-773	141	21	origin	origin	NOUN
ahmr-773	141	22	)	)	PUNCT
ahmr-773	141	23	tend	tend	VERB
ahmr-773	141	24	to	to	PART
ahmr-773	141	25	‘	'	PUNCT
ahmr-773	141	26	push	push	VERB
ahmr-773	141	27	’	'	PUNCT
ahmr-773	141	28	people	people	NOUN
ahmr-773	141	29	away	away	ADV
ahmr-773	141	30	,	,	PUNCT
ahmr-773	141	31	whilst	whilst	SCONJ
ahmr-773	141	32	other	other	ADJ
ahmr-773	141	33	favourable	favourable	ADJ
ahmr-773	141	34	factors	factor	NOUN
ahmr-773	141	35	(	(	PUNCT
ahmr-773	141	36	associated	associate	VERB
ahmr-773	141	37	with	with	ADP
ahmr-773	141	38	areas	area	NOUN
ahmr-773	141	39	of	of	ADP
ahmr-773	141	40	destination	destination	NOUN
ahmr-773	141	41	)	)	PUNCT
ahmr-773	141	42	tend	tend	VERB
ahmr-773	141	43	to	to	PART
ahmr-773	141	44	‘	'	PUNCT
ahmr-773	141	45	pull	pull	VERB
ahmr-773	141	46	’	'	PUNCT
ahmr-773	141	47	potential	potential	ADJ
ahmr-773	141	48	migrants	migrant	NOUN
ahmr-773	141	49	from	from	ADP
ahmr-773	141	50	their	their	PRON
ahmr-773	141	51	areas	area	NOUN
ahmr-773	141	52	of	of	ADP
ahmr-773	141	53	origin	origin	NOUN
ahmr-773	141	54	to	to	ADP
ahmr-773	141	55	the	the	DET
ahmr-773	141	56	destination	destination	NOUN
ahmr-773	141	57	regions	region	NOUN
ahmr-773	141	58	”	"	PUNCT
ahmr-773	141	59	(	(	PUNCT
ahmr-773	141	60	boakye	boakye	NOUN
ahmr-773	141	61	-	-	PUNCT
ahmr-773	141	62	yiadom	yiadom	NOUN
ahmr-773	141	63	,	,	PUNCT
ahmr-773	141	64	2008	2008	NUM
ahmr-773	141	65	:	:	PUNCT
ahmr-773	141	66	77	77	NUM
ahmr-773	141	67	)	)	PUNCT
ahmr-773	141	68	.	.	PUNCT
ahmr-773	142	1	in	in	ADP
ahmr-773	142	2	this	this	DET
ahmr-773	142	3	regard	regard	NOUN
ahmr-773	142	4	,	,	PUNCT
ahmr-773	142	5	unemployment	unemployment	NOUN
ahmr-773	142	6	and	and	CCONJ
ahmr-773	142	7	lack	lack	NOUN
ahmr-773	142	8	of	of	ADP
ahmr-773	142	9	infrastructure	infrastructure	NOUN
ahmr-773	142	10	,	,	PUNCT
ahmr-773	142	11	among	among	ADP
ahmr-773	142	12	other	other	ADJ
ahmr-773	142	13	factors	factor	NOUN
ahmr-773	142	14	,	,	PUNCT
ahmr-773	142	15	are	be	AUX
ahmr-773	142	16	deemed	deem	VERB
ahmr-773	142	17	unfavourable	unfavourable	ADJ
ahmr-773	142	18	and	and	CCONJ
ahmr-773	142	19	push	push	VERB
ahmr-773	142	20	local	local	ADJ
ahmr-773	142	21	dwellers	dweller	NOUN
ahmr-773	142	22	from	from	ADP
ahmr-773	142	23	their	their	PRON
ahmr-773	142	24	communities	community	NOUN
ahmr-773	142	25	.	.	PUNCT
ahmr-773	143	1	on	on	ADP
ahmr-773	143	2	the	the	DET
ahmr-773	143	3	other	other	ADJ
ahmr-773	143	4	hand	hand	NOUN
ahmr-773	143	5	,	,	PUNCT
ahmr-773	143	6	incentives	incentive	VERB
ahmr-773	143	7	for	for	ADP
ahmr-773	143	8	moving	move	VERB
ahmr-773	143	9	to	to	ADP
ahmr-773	143	10	the	the	DET
ahmr-773	143	11	destination	destination	NOUN
ahmr-773	143	12	areas	area	NOUN
ahmr-773	143	13	may	may	AUX
ahmr-773	143	14	be	be	AUX
ahmr-773	143	15	better	well	ADJ
ahmr-773	143	16	employment	employment	NOUN
ahmr-773	143	17	opportunities	opportunity	NOUN
ahmr-773	143	18	,	,	PUNCT
ahmr-773	143	19	easier	easy	ADJ
ahmr-773	143	20	access	access	NOUN
ahmr-773	143	21	to	to	ADP
ahmr-773	143	22	social	social	ADJ
ahmr-773	143	23	services	service	NOUN
ahmr-773	143	24	or	or	CCONJ
ahmr-773	143	25	adequate	adequate	ADJ
ahmr-773	143	26	infrastructure	infrastructure	NOUN
ahmr-773	143	27	(	(	PUNCT
ahmr-773	143	28	boakye	boakye	NOUN
ahmr-773	143	29	-	-	PUNCT
ahmr-773	143	30	yiadom	yiadom	NOUN
ahmr-773	143	31	,	,	PUNCT
ahmr-773	143	32	2008	2008	NUM
ahmr-773	143	33	)	)	PUNCT
ahmr-773	143	34	.	.	PUNCT
ahmr-773	144	1	the	the	DET
ahmr-773	144	2	study	study	NOUN
ahmr-773	144	3	findings	finding	NOUN
ahmr-773	144	4	show	show	VERB
ahmr-773	144	5	the	the	DET
ahmr-773	144	6	relevance	relevance	NOUN
ahmr-773	144	7	of	of	ADP
ahmr-773	144	8	push	push	NOUN
ahmr-773	144	9	-	-	PUNCT
ahmr-773	144	10	pull	pull	NOUN
ahmr-773	144	11	factors	factor	NOUN
ahmr-773	144	12	in	in	ADP
ahmr-773	144	13	explaining	explain	VERB
ahmr-773	144	14	migration	migration	NOUN
ahmr-773	144	15	.	.	PUNCT
ahmr-773	145	1	the	the	DET
ahmr-773	145	2	survey	survey	NOUN
ahmr-773	145	3	results	result	NOUN
ahmr-773	145	4	revealed	reveal	VERB
ahmr-773	145	5	that	that	SCONJ
ahmr-773	145	6	the	the	DET
ahmr-773	145	7	main	main	ADJ
ahmr-773	145	8	reason	reason	NOUN
ahmr-773	145	9	why	why	SCONJ
ahmr-773	145	10	people	people	NOUN
ahmr-773	145	11	migrate	migrate	VERB
ahmr-773	145	12	is	be	AUX
ahmr-773	145	13	to	to	PART
ahmr-773	145	14	seek	seek	VERB
ahmr-773	145	15	work	work	NOUN
ahmr-773	145	16	or	or	CCONJ
ahmr-773	145	17	better	well	ADJ
ahmr-773	145	18	jobs	job	NOUN
ahmr-773	145	19	(	(	PUNCT
ahmr-773	145	20	71.2	71.2	NUM
ahmr-773	145	21	%	%	NOUN
ahmr-773	145	22	)	)	PUNCT
ahmr-773	145	23	.	.	PUNCT
ahmr-773	146	1	that	that	PRON
ahmr-773	146	2	is	be	AUX
ahmr-773	146	3	,	,	PUNCT
ahmr-773	146	4	lack	lack	NOUN
ahmr-773	146	5	of	of	ADP
ahmr-773	146	6	jobs	job	NOUN
ahmr-773	146	7	in	in	ADP
ahmr-773	146	8	the	the	DET
ahmr-773	146	9	dormaa	dormaa	ADJ
ahmr-773	146	10	municipality	municipality	NOUN
ahmr-773	146	11	‘	'	PUNCT
ahmr-773	146	12	pushed	push	VERB
ahmr-773	146	13	’	'	PUNCT
ahmr-773	146	14	the	the	DET
ahmr-773	146	15	majority	majority	NOUN
ahmr-773	146	16	of	of	ADP
ahmr-773	146	17	the	the	DET
ahmr-773	146	18	migrants	migrant	NOUN
ahmr-773	146	19	to	to	ADP
ahmr-773	146	20	other	other	ADJ
ahmr-773	146	21	areas	area	NOUN
ahmr-773	146	22	.	.	PUNCT
ahmr-773	147	1	this	this	PRON
ahmr-773	147	2	is	be	AUX
ahmr-773	147	3	consistent	consistent	ADJ
ahmr-773	147	4	with	with	ADP
ahmr-773	147	5	other	other	ADJ
ahmr-773	147	6	studies	study	NOUN
ahmr-773	147	7	(	(	PUNCT
ahmr-773	147	8	awumbila	awumbila	PROPN
ahmr-773	147	9	et	et	PROPN
ahmr-773	147	10	al	al	PROPN
ahmr-773	147	11	,	,	PUNCT
ahmr-773	147	12	2014	2014	NUM
ahmr-773	147	13	;	;	PUNCT
ahmr-773	147	14	dma	dma	PROPN
ahmr-773	147	15	,	,	PUNCT
ahmr-773	147	16	2013	2013	NUM
ahmr-773	147	17	;	;	PUNCT
ahmr-773	147	18	twumasi	twumasi	NOUN
ahmr-773	147	19	-	-	PUNCT
ahmr-773	147	20	ankrah	ankrah	PROPN
ahmr-773	147	21	,	,	PUNCT
ahmr-773	147	22	1995	1995	NUM
ahmr-773	147	23	)	)	PUNCT
ahmr-773	147	24	and	and	CCONJ
ahmr-773	147	25	explains	explain	VERB
ahmr-773	147	26	the	the	DET
ahmr-773	147	27	factors	factor	NOUN
ahmr-773	147	28	leading	lead	VERB
ahmr-773	147	29	to	to	ADP
ahmr-773	147	30	out	out	ADJ
ahmr-773	147	31	-	-	PUNCT
ahmr-773	147	32	migration	migration	NOUN
ahmr-773	147	33	.	.	PUNCT
ahmr-773	148	1	every	every	DET
ahmr-773	148	2	three	three	NUM
ahmr-773	148	3	out	out	ADP
ahmr-773	148	4	of	of	ADP
ahmr-773	148	5	four	four	NUM
ahmr-773	148	6	male	male	ADJ
ahmr-773	148	7	migrants	migrant	NOUN
ahmr-773	148	8	travelled	travel	VERB
ahmr-773	148	9	to	to	PART
ahmr-773	148	10	look	look	VERB
ahmr-773	148	11	for	for	ADP
ahmr-773	148	12	a	a	DET
ahmr-773	148	13	new	new	ADJ
ahmr-773	148	14	or	or	CCONJ
ahmr-773	148	15	better	well	ADJ
ahmr-773	148	16	job	job	NOUN
ahmr-773	148	17	compared	compare	VERB
ahmr-773	148	18	to	to	ADP
ahmr-773	148	19	about	about	ADV
ahmr-773	148	20	65.1	65.1	NUM
ahmr-773	148	21	%	%	NOUN
ahmr-773	148	22	of	of	ADP
ahmr-773	148	23	their	their	PRON
ahmr-773	148	24	female	female	ADJ
ahmr-773	148	25	counterparts	counterpart	NOUN
ahmr-773	148	26	.	.	PUNCT
ahmr-773	149	1	about	about	ADV
ahmr-773	149	2	18.3	18.3	NUM
ahmr-773	149	3	%	%	NOUN
ahmr-773	149	4	of	of	ADP
ahmr-773	149	5	the	the	DET
ahmr-773	149	6	migrants	migrant	NOUN
ahmr-773	149	7	also	also	ADV
ahmr-773	149	8	travelled	travel	VERB
ahmr-773	149	9	as	as	ADP
ahmr-773	149	10	a	a	DET
ahmr-773	149	11	result	result	NOUN
ahmr-773	149	12	of	of	ADP
ahmr-773	149	13	job	job	NOUN
ahmr-773	149	14	transfer	transfer	NOUN
ahmr-773	149	15	,	,	PUNCT
ahmr-773	149	16	whereas	whereas	SCONJ
ahmr-773	149	17	10.4	10.4	NUM
ahmr-773	149	18	%	%	NOUN
ahmr-773	149	19	travelled	travel	VERB
ahmr-773	149	20	to	to	ADP
ahmr-773	149	21	further	further	VERB
ahmr-773	149	22	their	their	PRON
ahmr-773	149	23	education	education	NOUN
ahmr-773	149	24	.	.	PUNCT
ahmr-773	150	1	relatively	relatively	ADV
ahmr-773	150	2	,	,	PUNCT
ahmr-773	150	3	many	many	ADJ
ahmr-773	150	4	more	more	ADJ
ahmr-773	150	5	female	female	ADJ
ahmr-773	150	6	migrants	migrant	NOUN
ahmr-773	150	7	travelled	travel	VERB
ahmr-773	150	8	as	as	ADP
ahmr-773	150	9	a	a	DET
ahmr-773	150	10	result	result	NOUN
ahmr-773	150	11	of	of	ADP
ahmr-773	150	12	a	a	DET
ahmr-773	150	13	job	job	NOUN
ahmr-773	150	14	transfer	transfer	NOUN
ahmr-773	150	15	(	(	PUNCT
ahmr-773	150	16	22.1	22.1	NUM
ahmr-773	150	17	%	%	NOUN
ahmr-773	150	18	)	)	PUNCT
ahmr-773	150	19	or	or	CCONJ
ahmr-773	150	20	to	to	PART
ahmr-773	150	21	pursue	pursue	VERB
ahmr-773	150	22	higher	high	ADJ
ahmr-773	150	23	education	education	NOUN
ahmr-773	150	24	(	(	PUNCT
ahmr-773	150	25	12.8	12.8	NUM
ahmr-773	150	26	%	%	NOUN
ahmr-773	150	27	)	)	PUNCT
ahmr-773	150	28	compared	compare	VERB
ahmr-773	150	29	to	to	ADP
ahmr-773	150	30	their	their	PRON
ahmr-773	150	31	male	male	ADJ
ahmr-773	150	32	counterparts	counterpart	NOUN
ahmr-773	150	33	(	(	PUNCT
ahmr-773	150	34	15.5	15.5	NUM
ahmr-773	150	35	%	%	NOUN
ahmr-773	150	36	and	and	CCONJ
ahmr-773	150	37	8.6	8.6	NUM
ahmr-773	150	38	%	%	NOUN
ahmr-773	150	39	,	,	PUNCT
ahmr-773	150	40	respectively	respectively	ADV
ahmr-773	150	41	)	)	PUNCT
ahmr-773	150	42	.	.	PUNCT
ahmr-773	151	1	these	these	DET
ahmr-773	151	2	findings	finding	NOUN
ahmr-773	151	3	show	show	VERB
ahmr-773	151	4	that	that	SCONJ
ahmr-773	151	5	the	the	DET
ahmr-773	151	6	propensity	propensity	NOUN
ahmr-773	151	7	to	to	PART
ahmr-773	151	8	migrate	migrate	VERB
ahmr-773	151	9	in	in	ADP
ahmr-773	151	10	dormaa	dormaa	ADJ
ahmr-773	151	11	municipality	municipality	NOUN
ahmr-773	151	12	,	,	PUNCT
ahmr-773	151	13	as	as	ADP
ahmr-773	151	14	in	in	ADP
ahmr-773	151	15	other	other	ADJ
ahmr-773	151	16	areas	area	NOUN
ahmr-773	151	17	,	,	PUNCT
ahmr-773	151	18	is	be	AUX
ahmr-773	151	19	a	a	DET
ahmr-773	151	20	result	result	NOUN
ahmr-773	151	21	of	of	ADP
ahmr-773	151	22	the	the	DET
ahmr-773	151	23	search	search	NOUN
ahmr-773	151	24	for	for	ADP
ahmr-773	151	25	perceived	perceive	VERB
ahmr-773	151	26	or	or	CCONJ
ahmr-773	151	27	real	real	ADJ
ahmr-773	151	28	opportunities	opportunity	NOUN
ahmr-773	151	29	in	in	ADP
ahmr-773	151	30	the	the	DET
ahmr-773	151	31	cities	city	NOUN
ahmr-773	151	32	(	(	PUNCT
ahmr-773	151	33	ajaero	ajaero	NOUN
ahmr-773	151	34	and	and	CCONJ
ahmr-773	151	35	onokala	onokala	NOUN
ahmr-773	151	36	,	,	PUNCT
ahmr-773	151	37	2013	2013	NUM
ahmr-773	151	38	)	)	PUNCT
ahmr-773	151	39	.	.	PUNCT
ahmr-773	152	1	decision	decision	NOUN
ahmr-773	152	2	to	to	PART
ahmr-773	152	3	migrate	migrate	VERB
ahmr-773	152	4	in	in	ADP
ahmr-773	152	5	dormaa	dormaa	ADJ
ahmr-773	152	6	municipality	municipality	NOUN
ahmr-773	152	7	until	until	ADP
ahmr-773	152	8	recently	recently	ADV
ahmr-773	152	9	,	,	PUNCT
ahmr-773	152	10	migration	migration	NOUN
ahmr-773	152	11	literature	literature	NOUN
ahmr-773	152	12	has	have	AUX
ahmr-773	152	13	traditionally	traditionally	ADV
ahmr-773	152	14	treated	treat	VERB
ahmr-773	152	15	migration	migration	NOUN
ahmr-773	152	16	as	as	ADP
ahmr-773	152	17	an	an	DET
ahmr-773	152	18	individual	individual	ADJ
ahmr-773	152	19	decision	decision	NOUN
ahmr-773	152	20	that	that	PRON
ahmr-773	152	21	is	be	AUX
ahmr-773	152	22	motivated	motivate	VERB
ahmr-773	152	23	by	by	ADP
ahmr-773	152	24	mainly	mainly	ADV
ahmr-773	152	25	economic	economic	ADJ
ahmr-773	152	26	considerations	consideration	NOUN
ahmr-773	152	27	.	.	PUNCT
ahmr-773	153	1	however	however	ADV
ahmr-773	153	2	,	,	PUNCT
ahmr-773	153	3	this	this	DET
ahmr-773	153	4	unitary	unitary	ADJ
ahmr-773	153	5	view	view	NOUN
ahmr-773	153	6	has	have	AUX
ahmr-773	153	7	been	be	AUX
ahmr-773	153	8	consistently	consistently	ADV
ahmr-773	153	9	challenged	challenge	VERB
ahmr-773	153	10	.	.	PUNCT
ahmr-773	154	1	it	it	PRON
ahmr-773	154	2	is	be	AUX
ahmr-773	154	3	now	now	ADV
ahmr-773	154	4	ahmr	ahmr	NOUN
ahmr-773	154	5	,	,	PUNCT
ahmr-773	154	6	vol.2	vol.2	PROPN
ahmr-773	154	7	no3	no3	PROPN
ahmr-773	154	8	,	,	PUNCT
ahmr-773	154	9	september	september	PROPN
ahmr-773	154	10	-	-	PUNCT
ahmr-773	154	11	december	december	PROPN
ahmr-773	154	12	2016	2016	NUM
ahmr-773	154	13	578	578	NUM
ahmr-773	154	14	assumed	assume	VERB
ahmr-773	154	15	that	that	SCONJ
ahmr-773	154	16	the	the	DET
ahmr-773	154	17	decision	decision	NOUN
ahmr-773	154	18	to	to	PART
ahmr-773	154	19	migrate	migrate	VERB
ahmr-773	154	20	is	be	AUX
ahmr-773	154	21	a	a	DET
ahmr-773	154	22	collective	collective	ADJ
ahmr-773	154	23	decision	decision	NOUN
ahmr-773	154	24	taken	take	VERB
ahmr-773	154	25	by	by	ADP
ahmr-773	154	26	the	the	DET
ahmr-773	154	27	entire	entire	ADJ
ahmr-773	154	28	household	household	NOUN
ahmr-773	154	29	(	(	PUNCT
ahmr-773	154	30	boakye	boakye	NOUN
ahmr-773	154	31	-	-	PUNCT
ahmr-773	154	32	yiadom	yiadom	NOUN
ahmr-773	154	33	,	,	PUNCT
ahmr-773	154	34	2008	2008	NUM
ahmr-773	154	35	:	:	PUNCT
ahmr-773	155	1	78	78	NUM
ahmr-773	155	2	)	)	PUNCT
ahmr-773	155	3	.	.	PUNCT
ahmr-773	156	1	migration	migration	NOUN
ahmr-773	156	2	has	have	AUX
ahmr-773	156	3	become	become	VERB
ahmr-773	156	4	a	a	DET
ahmr-773	156	5	livelihood	livelihood	NOUN
ahmr-773	156	6	mechanism	mechanism	NOUN
ahmr-773	156	7	for	for	ADP
ahmr-773	156	8	diversifying	diversify	VERB
ahmr-773	156	9	income	income	NOUN
ahmr-773	156	10	and	and	CCONJ
ahmr-773	156	11	to	to	PART
ahmr-773	156	12	insure	insure	VERB
ahmr-773	156	13	the	the	DET
ahmr-773	156	14	entire	entire	ADJ
ahmr-773	156	15	household	household	NOUN
ahmr-773	156	16	(	(	PUNCT
ahmr-773	156	17	including	include	VERB
ahmr-773	156	18	the	the	DET
ahmr-773	156	19	migrants	migrant	NOUN
ahmr-773	156	20	)	)	PUNCT
ahmr-773	156	21	against	against	ADP
ahmr-773	156	22	risks	risk	NOUN
ahmr-773	156	23	and	and	CCONJ
ahmr-773	156	24	uncertainty	uncertainty	NOUN
ahmr-773	156	25	(	(	PUNCT
ahmr-773	156	26	awumbila	awumbila	PROPN
ahmr-773	156	27	et	et	PROPN
ahmr-773	156	28	al	al	PROPN
ahmr-773	156	29	,	,	PUNCT
ahmr-773	156	30	2014	2014	NUM
ahmr-773	156	31	;	;	PUNCT
ahmr-773	156	32	ackah	ackah	PROPN
ahmr-773	156	33	and	and	CCONJ
ahmr-773	156	34	medvedev	medvedev	PROPN
ahmr-773	156	35	,	,	PUNCT
ahmr-773	156	36	2010	2010	NUM
ahmr-773	156	37	;	;	PUNCT
ahmr-773	156	38	boakye	boakye	NOUN
ahmr-773	156	39	-	-	PUNCT
ahmr-773	156	40	yiadom	yiadom	NOUN
ahmr-773	156	41	,	,	PUNCT
ahmr-773	156	42	2008	2008	NUM
ahmr-773	156	43	)	)	PUNCT
ahmr-773	156	44	.	.	PUNCT
ahmr-773	157	1	the	the	DET
ahmr-773	157	2	study	study	NOUN
ahmr-773	157	3	revealed	reveal	VERB
ahmr-773	157	4	that	that	SCONJ
ahmr-773	157	5	the	the	DET
ahmr-773	157	6	migrants	migrant	NOUN
ahmr-773	157	7	themselves	themselves	PRON
ahmr-773	157	8	were	be	AUX
ahmr-773	157	9	the	the	DET
ahmr-773	157	10	main	main	ADJ
ahmr-773	157	11	people	people	NOUN
ahmr-773	157	12	who	who	PRON
ahmr-773	157	13	made	make	VERB
ahmr-773	157	14	the	the	DET
ahmr-773	157	15	decisions	decision	NOUN
ahmr-773	157	16	to	to	PART
ahmr-773	157	17	migrate	migrate	VERB
ahmr-773	157	18	(	(	PUNCT
ahmr-773	157	19	55	55	NUM
ahmr-773	157	20	%	%	NOUN
ahmr-773	157	21	)	)	PUNCT
ahmr-773	157	22	.	.	PUNCT
ahmr-773	158	1	respondents	respondent	NOUN
ahmr-773	158	2	cite	cite	VERB
ahmr-773	158	3	other	other	ADJ
ahmr-773	158	4	people	people	NOUN
ahmr-773	158	5	such	such	ADJ
ahmr-773	158	6	as	as	ADP
ahmr-773	158	7	spouses	spouse	NOUN
ahmr-773	158	8	(	(	PUNCT
ahmr-773	158	9	27.2	27.2	NUM
ahmr-773	158	10	%	%	NOUN
ahmr-773	158	11	)	)	PUNCT
ahmr-773	158	12	,	,	PUNCT
ahmr-773	158	13	parents	parent	NOUN
ahmr-773	158	14	and	and	CCONJ
ahmr-773	158	15	siblings	sibling	NOUN
ahmr-773	158	16	(	(	PUNCT
ahmr-773	158	17	7.4	7.4	NUM
ahmr-773	158	18	%	%	NOUN
ahmr-773	158	19	each	each	PRON
ahmr-773	158	20	)	)	PUNCT
ahmr-773	158	21	,	,	PUNCT
ahmr-773	158	22	and	and	CCONJ
ahmr-773	158	23	guardians	guardian	NOUN
ahmr-773	158	24	(	(	PUNCT
ahmr-773	158	25	3	3	NUM
ahmr-773	158	26	%	%	NOUN
ahmr-773	158	27	)	)	PUNCT
ahmr-773	158	28	to	to	PART
ahmr-773	158	29	have	have	AUX
ahmr-773	158	30	been	be	AUX
ahmr-773	158	31	involved	involve	VERB
ahmr-773	158	32	in	in	ADP
ahmr-773	158	33	the	the	DET
ahmr-773	158	34	migration	migration	NOUN
ahmr-773	158	35	decision	decision	NOUN
ahmr-773	158	36	-	-	PUNCT
ahmr-773	158	37	making	make	VERB
ahmr-773	158	38	process	process	NOUN
ahmr-773	158	39	,	,	PUNCT
ahmr-773	158	40	lending	lend	VERB
ahmr-773	158	41	support	support	NOUN
ahmr-773	158	42	to	to	ADP
ahmr-773	158	43	the	the	DET
ahmr-773	158	44	collective	collective	ADJ
ahmr-773	158	45	decision	decision	NOUN
ahmr-773	158	46	making	make	VERB
ahmr-773	158	47	within	within	ADP
ahmr-773	158	48	households	household	NOUN
ahmr-773	158	49	.	.	PUNCT
ahmr-773	159	1	as	as	SCONJ
ahmr-773	159	2	expected	expect	VERB
ahmr-773	159	3	,	,	PUNCT
ahmr-773	159	4	many	many	ADJ
ahmr-773	159	5	more	more	ADJ
ahmr-773	159	6	male	male	ADJ
ahmr-773	159	7	migrants	migrant	NOUN
ahmr-773	159	8	(	(	PUNCT
ahmr-773	159	9	57.8	57.8	NUM
ahmr-773	159	10	%	%	NOUN
ahmr-773	159	11	)	)	PUNCT
ahmr-773	159	12	made	make	VERB
ahmr-773	159	13	decisions	decision	NOUN
ahmr-773	159	14	concerning	concern	VERB
ahmr-773	159	15	their	their	PRON
ahmr-773	159	16	migration	migration	NOUN
ahmr-773	159	17	than	than	ADP
ahmr-773	159	18	female	female	ADJ
ahmr-773	159	19	migrants	migrant	NOUN
ahmr-773	159	20	(	(	PUNCT
ahmr-773	159	21	51.2	51.2	NUM
ahmr-773	159	22	%	%	NOUN
ahmr-773	159	23	)	)	PUNCT
ahmr-773	159	24	.	.	PUNCT
ahmr-773	160	1	this	this	PRON
ahmr-773	160	2	may	may	AUX
ahmr-773	160	3	be	be	AUX
ahmr-773	160	4	explained	explain	VERB
ahmr-773	160	5	by	by	ADP
ahmr-773	160	6	patriarchal	patriarchal	ADJ
ahmr-773	160	7	norms	norm	NOUN
ahmr-773	160	8	in	in	ADP
ahmr-773	160	9	traditional	traditional	ADJ
ahmr-773	160	10	ghanaian	ghanaian	ADJ
ahmr-773	160	11	societies	society	NOUN
ahmr-773	160	12	that	that	PRON
ahmr-773	160	13	see	see	VERB
ahmr-773	160	14	men	man	NOUN
ahmr-773	160	15	as	as	ADP
ahmr-773	160	16	superior	superior	ADJ
ahmr-773	160	17	to	to	ADP
ahmr-773	160	18	women	woman	NOUN
ahmr-773	160	19	(	(	PUNCT
ahmr-773	160	20	nukunya	nukunya	ADJ
ahmr-773	160	21	,	,	PUNCT
ahmr-773	160	22	2003	2003	NUM
ahmr-773	160	23	)	)	PUNCT
ahmr-773	160	24	.	.	PUNCT
ahmr-773	161	1	on	on	ADP
ahmr-773	161	2	the	the	DET
ahmr-773	161	3	other	other	ADJ
ahmr-773	161	4	hand	hand	NOUN
ahmr-773	161	5	,	,	PUNCT
ahmr-773	161	6	husbands	husband	NOUN
ahmr-773	161	7	and	and	CCONJ
ahmr-773	161	8	parents	parent	NOUN
ahmr-773	161	9	influenced	influence	VERB
ahmr-773	161	10	the	the	DET
ahmr-773	161	11	migration	migration	NOUN
ahmr-773	161	12	decisions	decision	NOUN
ahmr-773	161	13	of	of	ADP
ahmr-773	161	14	female	female	ADJ
ahmr-773	161	15	relatives	relative	NOUN
ahmr-773	161	16	more	more	ADV
ahmr-773	161	17	(	(	PUNCT
ahmr-773	161	18	30.2	30.2	NUM
ahmr-773	161	19	%	%	NOUN
ahmr-773	161	20	and	and	CCONJ
ahmr-773	161	21	10.5	10.5	NUM
ahmr-773	161	22	%	%	NOUN
ahmr-773	161	23	)	)	PUNCT
ahmr-773	161	24	than	than	ADP
ahmr-773	161	25	their	their	PRON
ahmr-773	161	26	male	male	ADJ
ahmr-773	161	27	relatives	relative	NOUN
ahmr-773	161	28	(	(	PUNCT
ahmr-773	161	29	25	25	NUM
ahmr-773	161	30	%	%	NOUN
ahmr-773	161	31	and	and	CCONJ
ahmr-773	161	32	5.2	5.2	NUM
ahmr-773	161	33	%	%	NOUN
ahmr-773	161	34	)	)	PUNCT
ahmr-773	161	35	respectively	respectively	ADV
ahmr-773	161	36	.	.	PUNCT
ahmr-773	162	1	migrant	migrant	ADJ
ahmr-773	162	2	destination	destination	NOUN
ahmr-773	162	3	communities	community	NOUN
ahmr-773	162	4	migrants	migrant	NOUN
ahmr-773	162	5	are	be	AUX
ahmr-773	162	6	rational	rational	ADJ
ahmr-773	162	7	economic	economic	ADJ
ahmr-773	162	8	agents	agent	NOUN
ahmr-773	162	9	moving	move	VERB
ahmr-773	162	10	to	to	ADP
ahmr-773	162	11	areas	area	NOUN
ahmr-773	162	12	that	that	PRON
ahmr-773	162	13	maximise	maximise	VERB
ahmr-773	162	14	their	their	PRON
ahmr-773	162	15	incomes	income	NOUN
ahmr-773	162	16	and	and	CCONJ
ahmr-773	162	17	overall	overall	ADJ
ahmr-773	162	18	well	well	ADV
ahmr-773	162	19	-	-	PUNCT
ahmr-773	162	20	being	be	AUX
ahmr-773	162	21	(	(	PUNCT
ahmr-773	162	22	harris	harris	NOUN
ahmr-773	162	23	and	and	CCONJ
ahmr-773	162	24	todaro	todaro	NOUN
ahmr-773	162	25	,	,	PUNCT
ahmr-773	162	26	1970	1970	NUM
ahmr-773	162	27	)	)	PUNCT
ahmr-773	162	28	.	.	PUNCT
ahmr-773	163	1	according	accord	VERB
ahmr-773	163	2	to	to	ADP
ahmr-773	163	3	dma	dma	PROPN
ahmr-773	163	4	(	(	PUNCT
ahmr-773	163	5	2013	2013	NUM
ahmr-773	163	6	)	)	PUNCT
ahmr-773	163	7	,	,	PUNCT
ahmr-773	163	8	the	the	DET
ahmr-773	163	9	main	main	ADJ
ahmr-773	163	10	destination	destination	NOUN
ahmr-773	163	11	areas	area	NOUN
ahmr-773	163	12	for	for	ADP
ahmr-773	163	13	out	out	NOUN
ahmr-773	163	14	-	-	PUNCT
ahmr-773	163	15	migrants	migrant	NOUN
ahmr-773	163	16	in	in	ADP
ahmr-773	163	17	the	the	DET
ahmr-773	163	18	municipality	municipality	NOUN
ahmr-773	163	19	are	be	AUX
ahmr-773	163	20	overseas	overseas	ADV
ahmr-773	163	21	,	,	PUNCT
ahmr-773	163	22	accra	accra	NOUN
ahmr-773	163	23	,	,	PUNCT
ahmr-773	163	24	kumasi	kumasi	NOUN
ahmr-773	163	25	,	,	PUNCT
ahmr-773	163	26	sunyani	sunyani	NOUN
ahmr-773	163	27	and	and	CCONJ
ahmr-773	163	28	the	the	DET
ahmr-773	163	29	cocoa	cocoa	NOUN
ahmr-773	163	30	growing	grow	VERB
ahmr-773	163	31	areas	area	NOUN
ahmr-773	163	32	of	of	ADP
ahmr-773	163	33	sefwi	sefwi	NOUN
ahmr-773	163	34	.	.	PUNCT
ahmr-773	164	1	in	in	ADP
ahmr-773	164	2	order	order	NOUN
ahmr-773	164	3	to	to	PART
ahmr-773	164	4	know	know	VERB
ahmr-773	164	5	where	where	SCONJ
ahmr-773	164	6	these	these	DET
ahmr-773	164	7	migrants	migrant	NOUN
ahmr-773	164	8	move	move	VERB
ahmr-773	164	9	to	to	ADP
ahmr-773	164	10	other	other	ADJ
ahmr-773	164	11	than	than	ADP
ahmr-773	164	12	overseas	overseas	ADV
ahmr-773	164	13	,	,	PUNCT
ahmr-773	164	14	the	the	DET
ahmr-773	164	15	respondents	respondent	NOUN
ahmr-773	164	16	were	be	AUX
ahmr-773	164	17	asked	ask	VERB
ahmr-773	164	18	to	to	PART
ahmr-773	164	19	indicate	indicate	VERB
ahmr-773	164	20	where	where	SCONJ
ahmr-773	164	21	their	their	PRON
ahmr-773	164	22	household	household	NOUN
ahmr-773	164	23	members	member	NOUN
ahmr-773	164	24	are	be	AUX
ahmr-773	164	25	.	.	PUNCT
ahmr-773	165	1	the	the	DET
ahmr-773	165	2	respondents	respondent	NOUN
ahmr-773	165	3	indicated	indicate	VERB
ahmr-773	165	4	that	that	SCONJ
ahmr-773	165	5	their	their	PRON
ahmr-773	165	6	household	household	NOUN
ahmr-773	165	7	members	member	NOUN
ahmr-773	165	8	(	(	PUNCT
ahmr-773	165	9	migrants	migrant	NOUN
ahmr-773	165	10	)	)	PUNCT
ahmr-773	165	11	have	have	AUX
ahmr-773	165	12	moved	move	VERB
ahmr-773	165	13	to	to	ADP
ahmr-773	165	14	other	other	ADJ
ahmr-773	165	15	regions	region	NOUN
ahmr-773	165	16	including	include	VERB
ahmr-773	165	17	the	the	DET
ahmr-773	165	18	brong	brong	PROPN
ahmr-773	165	19	ahafo	ahafo	PROPN
ahmr-773	165	20	region	region	NOUN
ahmr-773	165	21	within	within	ADP
ahmr-773	165	22	ghana	ghana	PROPN
ahmr-773	165	23	(	(	PUNCT
ahmr-773	165	24	46	46	NUM
ahmr-773	165	25	%	%	NOUN
ahmr-773	165	26	)	)	PUNCT
ahmr-773	165	27	,	,	PUNCT
ahmr-773	165	28	different	different	ADJ
ahmr-773	165	29	districts	district	NOUN
ahmr-773	165	30	within	within	ADP
ahmr-773	165	31	the	the	DET
ahmr-773	165	32	brong	brong	PROPN
ahmr-773	165	33	ahafo	ahafo	PROPN
ahmr-773	165	34	region	region	NOUN
ahmr-773	165	35	(	(	PUNCT
ahmr-773	165	36	41.1	41.1	NUM
ahmr-773	165	37	%	%	NOUN
ahmr-773	165	38	)	)	PUNCT
ahmr-773	165	39	and	and	CCONJ
ahmr-773	165	40	other	other	ADJ
ahmr-773	165	41	communities	community	NOUN
ahmr-773	165	42	within	within	ADP
ahmr-773	165	43	the	the	DET
ahmr-773	165	44	same	same	ADJ
ahmr-773	165	45	district	district	NOUN
ahmr-773	165	46	(	(	PUNCT
ahmr-773	165	47	12.9	12.9	NUM
ahmr-773	165	48	%	%	NOUN
ahmr-773	165	49	)	)	PUNCT
ahmr-773	165	50	.	.	PUNCT
ahmr-773	166	1	over	over	ADP
ahmr-773	166	2	half	half	NOUN
ahmr-773	166	3	of	of	ADP
ahmr-773	166	4	the	the	DET
ahmr-773	166	5	male	male	ADJ
ahmr-773	166	6	migrants	migrant	NOUN
ahmr-773	166	7	had	have	VERB
ahmr-773	166	8	a	a	DET
ahmr-773	166	9	migration	migration	NOUN
ahmr-773	166	10	destination	destination	NOUN
ahmr-773	166	11	outside	outside	ADP
ahmr-773	166	12	of	of	ADP
ahmr-773	166	13	their	their	PRON
ahmr-773	166	14	region	region	NOUN
ahmr-773	166	15	of	of	ADP
ahmr-773	166	16	origin	origin	NOUN
ahmr-773	166	17	(	(	PUNCT
ahmr-773	166	18	52.6	52.6	NUM
ahmr-773	166	19	%	%	NOUN
ahmr-773	166	20	)	)	PUNCT
ahmr-773	166	21	,	,	PUNCT
ahmr-773	166	22	compared	compare	VERB
ahmr-773	166	23	to	to	ADP
ahmr-773	166	24	37.2	37.2	NUM
ahmr-773	166	25	%	%	NOUN
ahmr-773	166	26	of	of	ADP
ahmr-773	166	27	the	the	DET
ahmr-773	166	28	female	female	ADJ
ahmr-773	166	29	migrants	migrant	NOUN
ahmr-773	166	30	.	.	PUNCT
ahmr-773	167	1	the	the	DET
ahmr-773	167	2	greatest	great	ADJ
ahmr-773	167	3	proportion	proportion	NOUN
ahmr-773	167	4	of	of	ADP
ahmr-773	167	5	the	the	DET
ahmr-773	167	6	female	female	ADJ
ahmr-773	167	7	migrants	migrant	NOUN
ahmr-773	167	8	,	,	PUNCT
ahmr-773	167	9	on	on	ADP
ahmr-773	167	10	the	the	DET
ahmr-773	167	11	other	other	ADJ
ahmr-773	167	12	hand	hand	NOUN
ahmr-773	167	13	,	,	PUNCT
ahmr-773	167	14	moved	move	VERB
ahmr-773	167	15	to	to	ADP
ahmr-773	167	16	other	other	ADJ
ahmr-773	167	17	districts	district	NOUN
ahmr-773	167	18	within	within	ADP
ahmr-773	167	19	the	the	DET
ahmr-773	167	20	same	same	ADJ
ahmr-773	167	21	region	region	NOUN
ahmr-773	167	22	(	(	PUNCT
ahmr-773	167	23	46.5	46.5	NUM
ahmr-773	167	24	%	%	NOUN
ahmr-773	167	25	)	)	PUNCT
ahmr-773	167	26	,	,	PUNCT
ahmr-773	167	27	compared	compare	VERB
ahmr-773	167	28	to	to	ADP
ahmr-773	167	29	37.1	37.1	NUM
ahmr-773	167	30	%	%	NOUN
ahmr-773	167	31	of	of	ADP
ahmr-773	167	32	the	the	DET
ahmr-773	167	33	male	male	ADJ
ahmr-773	167	34	migrants	migrant	NOUN
ahmr-773	167	35	(	(	PUNCT
ahmr-773	167	36	see	see	VERB
ahmr-773	167	37	figure	figure	NOUN
ahmr-773	167	38	6	6	NUM
ahmr-773	167	39	)	)	PUNCT
ahmr-773	167	40	.	.	PUNCT
ahmr-773	168	1	the	the	DET
ahmr-773	168	2	survey	survey	NOUN
ahmr-773	168	3	results	result	NOUN
ahmr-773	168	4	also	also	ADV
ahmr-773	168	5	show	show	VERB
ahmr-773	168	6	that	that	SCONJ
ahmr-773	168	7	young	young	ADJ
ahmr-773	168	8	migrants	migrant	NOUN
ahmr-773	168	9	tend	tend	VERB
ahmr-773	168	10	to	to	PART
ahmr-773	168	11	move	move	VERB
ahmr-773	168	12	more	more	ADV
ahmr-773	168	13	to	to	ADP
ahmr-773	168	14	other	other	ADJ
ahmr-773	168	15	communities	community	NOUN
ahmr-773	168	16	within	within	ADP
ahmr-773	168	17	the	the	DET
ahmr-773	168	18	district	district	NOUN
ahmr-773	168	19	–	–	PUNCT
ahmr-773	168	20	20	20	NUM
ahmr-773	168	21	-	-	SYM
ahmr-773	168	22	29	29	NUM
ahmr-773	168	23	years	year	NOUN
ahmr-773	168	24	(	(	PUNCT
ahmr-773	168	25	28.6	28.6	NUM
ahmr-773	168	26	%	%	NOUN
ahmr-773	168	27	)	)	PUNCT
ahmr-773	168	28	,	,	PUNCT
ahmr-773	168	29	30	30	NUM
ahmr-773	168	30	-	-	SYM
ahmr-773	168	31	39	39	NUM
ahmr-773	168	32	years	year	NOUN
ahmr-773	168	33	(	(	PUNCT
ahmr-773	168	34	9.9	9.9	NUM
ahmr-773	168	35	%	%	NOUN
ahmr-773	168	36	)	)	PUNCT
ahmr-773	168	37	,	,	PUNCT
ahmr-773	168	38	and	and	CCONJ
ahmr-773	168	39	40	40	NUM
ahmr-773	168	40	-	-	SYM
ahmr-773	168	41	49	49	NUM
ahmr-773	168	42	years	year	NOUN
ahmr-773	168	43	(	(	PUNCT
ahmr-773	168	44	9.3	9.3	NUM
ahmr-773	168	45	%	%	NOUN
ahmr-773	168	46	)	)	PUNCT
ahmr-773	168	47	–	–	PUNCT
ahmr-773	168	48	whilst	whilst	SCONJ
ahmr-773	168	49	none	none	NOUN
ahmr-773	168	50	of	of	ADP
ahmr-773	168	51	those	those	PRON
ahmr-773	168	52	aged	age	VERB
ahmr-773	168	53	50	50	NUM
ahmr-773	168	54	years	year	NOUN
ahmr-773	168	55	and	and	CCONJ
ahmr-773	168	56	above	above	ADP
ahmr-773	168	57	migrated	migrate	VERB
ahmr-773	168	58	to	to	ADP
ahmr-773	168	59	a	a	DET
ahmr-773	168	60	different	different	ADJ
ahmr-773	168	61	community	community	NOUN
ahmr-773	168	62	within	within	ADP
ahmr-773	168	63	the	the	DET
ahmr-773	168	64	same	same	ADJ
ahmr-773	168	65	district	district	NOUN
ahmr-773	168	66	.	.	PUNCT
ahmr-773	169	1	however	however	ADV
ahmr-773	169	2	,	,	PUNCT
ahmr-773	169	3	older	old	ADJ
ahmr-773	169	4	migrants	migrant	NOUN
ahmr-773	169	5	moved	move	VERB
ahmr-773	169	6	to	to	ADP
ahmr-773	169	7	other	other	ADJ
ahmr-773	169	8	districts	district	NOUN
ahmr-773	169	9	within	within	ADP
ahmr-773	169	10	the	the	DET
ahmr-773	169	11	same	same	ADJ
ahmr-773	169	12	region	region	NOUN
ahmr-773	169	13	and	and	CCONJ
ahmr-773	169	14	other	other	ADJ
ahmr-773	169	15	regions	region	NOUN
ahmr-773	169	16	in	in	ADP
ahmr-773	169	17	ghana	ghana	PROPN
ahmr-773	169	18	.	.	PUNCT
ahmr-773	170	1	ahmr	ahmr	NOUN
ahmr-773	170	2	,	,	PUNCT
ahmr-773	170	3	vol.2	vol.2	PROPN
ahmr-773	170	4	no3	no3	PROPN
ahmr-773	170	5	,	,	PUNCT
ahmr-773	170	6	september	september	PROPN
ahmr-773	170	7	-	-	PUNCT
ahmr-773	170	8	december	december	PROPN
ahmr-773	170	9	2016	2016	NUM
ahmr-773	170	10	579	579	NUM
ahmr-773	170	11	figure	figure	NOUN
ahmr-773	170	12	3	3	NUM
ahmr-773	170	13	:	:	PUNCT
ahmr-773	170	14	destination	destination	NOUN
ahmr-773	170	15	of	of	ADP
ahmr-773	170	16	migrants	migrant	NOUN
ahmr-773	170	17	by	by	ADP
ahmr-773	170	18	gender	gender	NOUN
ahmr-773	170	19	source	source	NOUN
ahmr-773	170	20	:	:	PUNCT
ahmr-773	170	21	author	author	NOUN
ahmr-773	170	22	,	,	PUNCT
ahmr-773	170	23	fieldwork	fieldwork	NOUN
ahmr-773	170	24	,	,	PUNCT
ahmr-773	170	25	2015	2015	NUM
ahmr-773	170	26	migrants	migrant	NOUN
ahmr-773	170	27	economic	economic	ADJ
ahmr-773	170	28	activities	activity	NOUN
ahmr-773	170	29	in	in	ADP
ahmr-773	170	30	destination	destination	NOUN
ahmr-773	170	31	areas	area	NOUN
ahmr-773	170	32	migrants	migrant	NOUN
ahmr-773	170	33	are	be	AUX
ahmr-773	170	34	engaged	engage	VERB
ahmr-773	170	35	in	in	ADP
ahmr-773	170	36	a	a	DET
ahmr-773	170	37	variety	variety	NOUN
ahmr-773	170	38	of	of	ADP
ahmr-773	170	39	activities	activity	NOUN
ahmr-773	170	40	in	in	ADP
ahmr-773	170	41	their	their	PRON
ahmr-773	170	42	destination	destination	NOUN
ahmr-773	170	43	areas	area	NOUN
ahmr-773	170	44	,	,	PUNCT
ahmr-773	170	45	particularly	particularly	ADV
ahmr-773	170	46	in	in	ADP
ahmr-773	170	47	the	the	DET
ahmr-773	170	48	informal	informal	ADJ
ahmr-773	170	49	sector	sector	NOUN
ahmr-773	170	50	.	.	PUNCT
ahmr-773	171	1	ratha	ratha	X
ahmr-773	171	2	et	et	PROPN
ahmr-773	171	3	al	al	PROPN
ahmr-773	171	4	(	(	PUNCT
ahmr-773	171	5	2011	2011	NUM
ahmr-773	171	6	)	)	PUNCT
ahmr-773	171	7	explain	explain	VERB
ahmr-773	171	8	that	that	SCONJ
ahmr-773	171	9	most	most	ADJ
ahmr-773	171	10	poor	poor	ADJ
ahmr-773	171	11	internal	internal	ADJ
ahmr-773	171	12	and	and	CCONJ
ahmr-773	171	13	international	international	ADJ
ahmr-773	171	14	migrants	migrant	NOUN
ahmr-773	171	15	move	move	VERB
ahmr-773	171	16	to	to	ADP
ahmr-773	171	17	the	the	DET
ahmr-773	171	18	urban	urban	ADJ
ahmr-773	171	19	centres	centre	NOUN
ahmr-773	171	20	to	to	PART
ahmr-773	171	21	work	work	VERB
ahmr-773	171	22	in	in	ADP
ahmr-773	171	23	the	the	DET
ahmr-773	171	24	informal	informal	ADJ
ahmr-773	171	25	sector	sector	NOUN
ahmr-773	171	26	.	.	PUNCT
ahmr-773	172	1	awumbila	awumbila	PROPN
ahmr-773	172	2	et	et	PROPN
ahmr-773	172	3	al	al	PROPN
ahmr-773	172	4	(	(	PUNCT
ahmr-773	172	5	2014	2014	NUM
ahmr-773	172	6	)	)	PUNCT
ahmr-773	172	7	found	find	VERB
ahmr-773	172	8	that	that	SCONJ
ahmr-773	172	9	in	in	ADP
ahmr-773	172	10	ghana	ghana	PROPN
ahmr-773	172	11	,	,	PUNCT
ahmr-773	172	12	migrants	migrant	NOUN
ahmr-773	172	13	living	live	VERB
ahmr-773	172	14	in	in	ADP
ahmr-773	172	15	slum	slum	NOUN
ahmr-773	172	16	areas	area	NOUN
ahmr-773	172	17	in	in	ADP
ahmr-773	172	18	accra	accra	NOUN
ahmr-773	172	19	are	be	AUX
ahmr-773	172	20	involved	involve	VERB
ahmr-773	172	21	in	in	ADP
ahmr-773	172	22	income	income	NOUN
ahmr-773	172	23	generating	generating	NOUN
ahmr-773	172	24	activities	activity	NOUN
ahmr-773	172	25	that	that	PRON
ahmr-773	172	26	are	be	AUX
ahmr-773	172	27	highly	highly	ADV
ahmr-773	172	28	gendered	gendere	VERB
ahmr-773	172	29	.	.	PUNCT
ahmr-773	173	1	table	table	NOUN
ahmr-773	173	2	1	1	NUM
ahmr-773	173	3	:	:	PUNCT
ahmr-773	173	4	main	main	ADJ
ahmr-773	173	5	economic	economic	ADJ
ahmr-773	173	6	activity	activity	NOUN
ahmr-773	173	7	of	of	ADP
ahmr-773	173	8	migrants	migrant	NOUN
ahmr-773	173	9	at	at	ADP
ahmr-773	173	10	destination	destination	NOUN
ahmr-773	173	11	economic	economic	ADJ
ahmr-773	173	12	activity	activity	NOUN
ahmr-773	173	13	male	male	ADJ
ahmr-773	173	14	female	female	ADJ
ahmr-773	173	15	overall	overall	NOUN
ahmr-773	173	16	n	n	PRON
ahmr-773	173	17	%	%	NOUN
ahmr-773	174	1	n	n	PRON
ahmr-773	174	2	%	%	NOUN
ahmr-773	175	1	n	n	DET
ahmr-773	175	2	%	%	NOUN
ahmr-773	175	3	paid	pay	VERB
ahmr-773	175	4	labour	labour	NOUN
ahmr-773	175	5	19	19	NUM
ahmr-773	175	6	16.4	16.4	NUM
ahmr-773	175	7	10	10	NUM
ahmr-773	175	8	11.6	11.6	NUM
ahmr-773	175	9	29	29	NUM
ahmr-773	175	10	14.4	14.4	NUM
ahmr-773	175	11	service	service	NOUN
ahmr-773	175	12	worker	worker	NOUN
ahmr-773	175	13	13	13	NUM
ahmr-773	175	14	11.2	11.2	NUM
ahmr-773	175	15	12	12	NUM
ahmr-773	175	16	14	14	NUM
ahmr-773	175	17	25	25	NUM
ahmr-773	175	18	12.4	12.4	NUM
ahmr-773	175	19	own	own	ADJ
ahmr-773	175	20	business	business	NOUN
ahmr-773	175	21	18	18	NUM
ahmr-773	175	22	15.5	15.5	NUM
ahmr-773	175	23	6	6	NUM
ahmr-773	175	24	7	7	NUM
ahmr-773	175	25	24	24	NUM
ahmr-773	175	26	11.9	11.9	NUM
ahmr-773	175	27	technician	technician	NOUN
ahmr-773	175	28	and	and	CCONJ
ahmr-773	175	29	professionals	professional	NOUN
ahmr-773	175	30	13	13	NUM
ahmr-773	175	31	11.2	11.2	NUM
ahmr-773	175	32	10	10	NUM
ahmr-773	175	33	11.6	11.6	NUM
ahmr-773	175	34	23	23	NUM
ahmr-773	175	35	11.4	11.4	NUM
ahmr-773	175	36	sales	sale	NOUN
ahmr-773	175	37	worker	worker	NOUN
ahmr-773	175	38	16	16	NUM
ahmr-773	175	39	13.8	13.8	NUM
ahmr-773	175	40	7	7	NUM
ahmr-773	175	41	8.1	8.1	NUM
ahmr-773	175	42	23	23	NUM
ahmr-773	175	43	11.4	11.4	NUM
ahmr-773	175	44	own	own	ADJ
ahmr-773	175	45	farm	farm	NOUN
ahmr-773	175	46	worker	worker	NOUN
ahmr-773	175	47	6	6	NUM
ahmr-773	175	48	5.2	5.2	NUM
ahmr-773	175	49	17	17	NUM
ahmr-773	175	50	19.8	19.8	NUM
ahmr-773	175	51	23	23	NUM
ahmr-773	175	52	11.4	11.4	NUM
ahmr-773	175	53	domestic	domestic	ADJ
ahmr-773	175	54	worker	worker	NOUN
ahmr-773	175	55	8	8	NUM
ahmr-773	175	56	6.9	6.9	NUM
ahmr-773	175	57	15	15	NUM
ahmr-773	175	58	17.4	17.4	NUM
ahmr-773	175	59	23	23	NUM
ahmr-773	175	60	11.4	11.4	NUM
ahmr-773	175	61	transport	transport	NOUN
ahmr-773	175	62	operator	operator	NOUN
ahmr-773	175	63	16	16	NUM
ahmr-773	175	64	13.8	13.8	NUM
ahmr-773	175	65	3	3	NUM
ahmr-773	175	66	3.5	3.5	NUM
ahmr-773	175	67	19	19	NUM
ahmr-773	175	68	9.4	9.4	NUM
ahmr-773	175	69	skilled	skilled	ADJ
ahmr-773	175	70	construction	construction	NOUN
ahmr-773	175	71	worker	worker	NOUN
ahmr-773	175	72	2	2	NUM
ahmr-773	175	73	1.7	1.7	NUM
ahmr-773	175	74	5	5	NUM
ahmr-773	175	75	5.8	5.8	NUM
ahmr-773	175	76	7	7	NUM
ahmr-773	175	77	3.5	3.5	NUM
ahmr-773	175	78	ahmr	ahmr	NOUN
ahmr-773	175	79	,	,	PUNCT
ahmr-773	175	80	vol.2	vol.2	PROPN
ahmr-773	175	81	no3	no3	PROPN
ahmr-773	175	82	,	,	PUNCT
ahmr-773	175	83	september	september	PROPN
ahmr-773	175	84	-	-	PUNCT
ahmr-773	175	85	december	december	PROPN
ahmr-773	175	86	2016	2016	NUM
ahmr-773	175	87	580	580	NUM
ahmr-773	175	88	manager	manager	NOUN
ahmr-773	175	89	5	5	NUM
ahmr-773	175	90	4.3	4.3	NUM
ahmr-773	175	91	1	1	NUM
ahmr-773	175	92	1.2	1.2	NUM
ahmr-773	175	93	6	6	NUM
ahmr-773	175	94	3	3	NUM
ahmr-773	175	95	total	total	NOUN
ahmr-773	175	96	116	116	NUM
ahmr-773	175	97	100	100	NUM
ahmr-773	175	98	86	86	NUM
ahmr-773	175	99	100	100	NUM
ahmr-773	175	100	202	202	NUM
ahmr-773	175	101	100	100	NUM
ahmr-773	175	102	source	source	NOUN
ahmr-773	175	103	:	:	PUNCT
ahmr-773	175	104	author	author	NOUN
ahmr-773	175	105	,	,	PUNCT
ahmr-773	175	106	fieldwork	fieldwork	NOUN
ahmr-773	175	107	,	,	PUNCT
ahmr-773	175	108	2015	2015	NUM
ahmr-773	175	109	thus	thus	ADV
ahmr-773	175	110	,	,	PUNCT
ahmr-773	175	111	while	while	SCONJ
ahmr-773	175	112	women	woman	NOUN
ahmr-773	175	113	were	be	AUX
ahmr-773	175	114	mainly	mainly	ADV
ahmr-773	175	115	working	work	VERB
ahmr-773	175	116	as	as	ADP
ahmr-773	175	117	petty	petty	ADJ
ahmr-773	175	118	traders	trader	NOUN
ahmr-773	175	119	,	,	PUNCT
ahmr-773	175	120	food	food	NOUN
ahmr-773	175	121	venders	vender	NOUN
ahmr-773	175	122	,	,	PUNCT
ahmr-773	175	123	catering	catering	NOUN
ahmr-773	175	124	(	(	PUNCT
ahmr-773	175	125	chop	chop	NOUN
ahmr-773	175	126	bar	bar	NOUN
ahmr-773	175	127	)	)	PUNCT
ahmr-773	175	128	assistants	assistant	NOUN
ahmr-773	175	129	,	,	PUNCT
ahmr-773	175	130	shop	shop	NOUN
ahmr-773	175	131	assistants	assistant	NOUN
ahmr-773	175	132	,	,	PUNCT
ahmr-773	175	133	hairdressers	hairdresser	NOUN
ahmr-773	175	134	,	,	PUNCT
ahmr-773	175	135	head	head	NOUN
ahmr-773	175	136	portage	portage	NOUN
ahmr-773	175	137	(	(	PUNCT
ahmr-773	175	138	kayayei	kayayei	ADJ
ahmr-773	175	139	)	)	PUNCT
ahmr-773	175	140	or	or	CCONJ
ahmr-773	175	141	plaiting	plait	VERB
ahmr-773	175	142	hair	hair	NOUN
ahmr-773	175	143	,	,	PUNCT
ahmr-773	175	144	men	man	NOUN
ahmr-773	175	145	were	be	AUX
ahmr-773	175	146	working	work	VERB
ahmr-773	175	147	as	as	ADP
ahmr-773	175	148	artisans	artisan	NOUN
ahmr-773	175	149	,	,	PUNCT
ahmr-773	175	150	labourers	labourer	NOUN
ahmr-773	175	151	in	in	ADP
ahmr-773	175	152	the	the	DET
ahmr-773	175	153	construction	construction	NOUN
ahmr-773	175	154	sector	sector	NOUN
ahmr-773	175	155	,	,	PUNCT
ahmr-773	175	156	operators	operator	NOUN
ahmr-773	175	157	of	of	ADP
ahmr-773	175	158	motorbikes	motorbike	NOUN
ahmr-773	175	159	as	as	ADP
ahmr-773	175	160	taxis	taxis	NOUN
ahmr-773	175	161	(	(	PUNCT
ahmr-773	175	162	okada	okada	PROPN
ahmr-773	175	163	)	)	PUNCT
ahmr-773	175	164	and	and	CCONJ
ahmr-773	175	165	other	other	ADJ
ahmr-773	175	166	trades	trade	NOUN
ahmr-773	175	167	(	(	PUNCT
ahmr-773	175	168	awumbila	awumbila	PROPN
ahmr-773	175	169	et	et	PROPN
ahmr-773	175	170	al	al	PROPN
ahmr-773	175	171	,	,	PUNCT
ahmr-773	175	172	2014	2014	NUM
ahmr-773	175	173	:	:	PUNCT
ahmr-773	175	174	23	23	NUM
ahmr-773	175	175	)	)	PUNCT
ahmr-773	175	176	.	.	PUNCT
ahmr-773	176	1	as	as	SCONJ
ahmr-773	176	2	shown	show	VERB
ahmr-773	176	3	in	in	ADP
ahmr-773	176	4	table	table	NOUN
ahmr-773	176	5	1	1	NUM
ahmr-773	176	6	above	above	ADV
ahmr-773	176	7	and	and	CCONJ
ahmr-773	176	8	in	in	ADP
ahmr-773	176	9	consonance	consonance	NOUN
ahmr-773	176	10	with	with	ADP
ahmr-773	176	11	awumbila	awumbila	PROPN
ahmr-773	176	12	et	et	PROPN
ahmr-773	176	13	al	al	PROPN
ahmr-773	176	14	(	(	PUNCT
ahmr-773	176	15	2014	2014	NUM
ahmr-773	176	16	)	)	PUNCT
ahmr-773	176	17	,	,	PUNCT
ahmr-773	176	18	this	this	DET
ahmr-773	176	19	study	study	NOUN
ahmr-773	176	20	found	find	VERB
ahmr-773	176	21	that	that	SCONJ
ahmr-773	176	22	in	in	ADP
ahmr-773	176	23	general	general	ADJ
ahmr-773	176	24	,	,	PUNCT
ahmr-773	176	25	each	each	PRON
ahmr-773	176	26	of	of	ADP
ahmr-773	176	27	the	the	DET
ahmr-773	176	28	migrants	migrant	NOUN
ahmr-773	176	29	had	have	VERB
ahmr-773	176	30	a	a	DET
ahmr-773	176	31	gendered	gendere	VERB
ahmr-773	176	32	economic	economic	ADJ
ahmr-773	176	33	activity	activity	NOUN
ahmr-773	176	34	that	that	PRON
ahmr-773	176	35	he	he	PRON
ahmr-773	176	36	/	/	PUNCT
ahmr-773	177	1	she	she	PRON
ahmr-773	177	2	was	be	AUX
ahmr-773	177	3	performing	perform	VERB
ahmr-773	177	4	.	.	PUNCT
ahmr-773	178	1	migration	migration	NOUN
ahmr-773	178	2	and	and	CCONJ
ahmr-773	178	3	remittance	remittance	NOUN
ahmr-773	178	4	flow	flow	NOUN
ahmr-773	178	5	in	in	ADP
ahmr-773	178	6	dormaa	dormaa	ADJ
ahmr-773	178	7	municipality	municipality	NOUN
ahmr-773	178	8	studies	study	NOUN
ahmr-773	178	9	have	have	AUX
ahmr-773	178	10	found	find	VERB
ahmr-773	178	11	that	that	SCONJ
ahmr-773	178	12	a	a	DET
ahmr-773	178	13	significant	significant	ADJ
ahmr-773	178	14	proportion	proportion	NOUN
ahmr-773	178	15	of	of	ADP
ahmr-773	178	16	migrants	migrant	NOUN
ahmr-773	178	17	,	,	PUNCT
ahmr-773	178	18	both	both	CCONJ
ahmr-773	178	19	internal	internal	ADJ
ahmr-773	178	20	and	and	CCONJ
ahmr-773	178	21	international	international	ADJ
ahmr-773	178	22	,	,	PUNCT
ahmr-773	178	23	send	send	VERB
ahmr-773	178	24	remittances	remittance	NOUN
ahmr-773	178	25	or	or	CCONJ
ahmr-773	178	26	transfers	transfer	NOUN
ahmr-773	178	27	back	back	ADV
ahmr-773	178	28	to	to	ADP
ahmr-773	178	29	their	their	PRON
ahmr-773	178	30	families	family	NOUN
ahmr-773	178	31	at	at	ADP
ahmr-773	178	32	their	their	PRON
ahmr-773	178	33	places	place	NOUN
ahmr-773	178	34	of	of	ADP
ahmr-773	178	35	origin	origin	NOUN
ahmr-773	178	36	,	,	PUNCT
ahmr-773	178	37	either	either	CCONJ
ahmr-773	178	38	in	in	ADP
ahmr-773	178	39	the	the	DET
ahmr-773	178	40	form	form	NOUN
ahmr-773	178	41	of	of	ADP
ahmr-773	178	42	cash	cash	NOUN
ahmr-773	178	43	or	or	CCONJ
ahmr-773	178	44	goods	good	NOUN
ahmr-773	178	45	(	(	PUNCT
ahmr-773	178	46	castaldo	castaldo	PROPN
ahmr-773	178	47	et	et	PROPN
ahmr-773	178	48	al	al	PROPN
ahmr-773	178	49	,	,	PUNCT
ahmr-773	178	50	2012	2012	NUM
ahmr-773	178	51	:	:	PUNCT
ahmr-773	178	52	16	16	NUM
ahmr-773	178	53	)	)	PUNCT
ahmr-773	178	54	.	.	PUNCT
ahmr-773	179	1	in	in	ADP
ahmr-773	179	2	studying	study	VERB
ahmr-773	179	3	remittances	remittance	NOUN
ahmr-773	179	4	,	,	PUNCT
ahmr-773	179	5	both	both	CCONJ
ahmr-773	179	6	financial	financial	ADJ
ahmr-773	179	7	and	and	CCONJ
ahmr-773	179	8	non	non	ADJ
ahmr-773	179	9	-	-	ADJ
ahmr-773	179	10	financial	financial	ADJ
ahmr-773	179	11	remittances	remittance	NOUN
ahmr-773	179	12	are	be	AUX
ahmr-773	179	13	important	important	ADJ
ahmr-773	179	14	to	to	ADP
ahmr-773	179	15	the	the	DET
ahmr-773	179	16	development	development	NOUN
ahmr-773	179	17	of	of	ADP
ahmr-773	179	18	ghana	ghana	PROPN
ahmr-773	179	19	(	(	PUNCT
ahmr-773	179	20	quartey	quartey	PROPN
ahmr-773	179	21	,	,	PUNCT
ahmr-773	179	22	2006	2006	NUM
ahmr-773	179	23	)	)	PUNCT
ahmr-773	179	24	.	.	PUNCT
ahmr-773	180	1	remittances	remittance	NOUN
ahmr-773	180	2	are	be	AUX
ahmr-773	180	3	important	important	ADJ
ahmr-773	180	4	in	in	SCONJ
ahmr-773	180	5	that	that	SCONJ
ahmr-773	180	6	they	they	PRON
ahmr-773	180	7	are	be	AUX
ahmr-773	180	8	associated	associate	VERB
ahmr-773	180	9	with	with	ADP
ahmr-773	180	10	greater	great	ADJ
ahmr-773	180	11	human	human	ADJ
ahmr-773	180	12	development	development	NOUN
ahmr-773	180	13	outcomes	outcome	NOUN
ahmr-773	180	14	on	on	ADP
ahmr-773	180	15	health	health	NOUN
ahmr-773	180	16	,	,	PUNCT
ahmr-773	180	17	education	education	NOUN
ahmr-773	180	18	and	and	CCONJ
ahmr-773	180	19	gender	gender	NOUN
ahmr-773	180	20	equality	equality	NOUN
ahmr-773	180	21	(	(	PUNCT
ahmr-773	180	22	world	world	PROPN
ahmr-773	180	23	bank	bank	PROPN
ahmr-773	180	24	,	,	PUNCT
ahmr-773	180	25	2013	2013	NUM
ahmr-773	180	26	)	)	PUNCT
ahmr-773	180	27	and	and	CCONJ
ahmr-773	180	28	contribute	contribute	VERB
ahmr-773	180	29	to	to	ADP
ahmr-773	180	30	poverty	poverty	NOUN
ahmr-773	180	31	reduction	reduction	NOUN
ahmr-773	180	32	in	in	ADP
ahmr-773	180	33	home	home	NOUN
ahmr-773	180	34	countries	country	NOUN
ahmr-773	180	35	because	because	SCONJ
ahmr-773	180	36	of	of	ADP
ahmr-773	180	37	heavy	heavy	ADJ
ahmr-773	180	38	cash	cash	NOUN
ahmr-773	180	39	flows	flow	NOUN
ahmr-773	180	40	(	(	PUNCT
ahmr-773	180	41	un	un	PROPN
ahmr-773	180	42	,	,	PUNCT
ahmr-773	180	43	2002	2002	NUM
ahmr-773	180	44	)	)	PUNCT
ahmr-773	180	45	.	.	PUNCT
ahmr-773	181	1	remittances	remittance	NOUN
ahmr-773	181	2	sent	send	VERB
ahmr-773	181	3	by	by	ADP
ahmr-773	181	4	migrants	migrant	NOUN
ahmr-773	181	5	to	to	ADP
ahmr-773	181	6	their	their	PRON
ahmr-773	181	7	families	family	NOUN
ahmr-773	181	8	and	and	CCONJ
ahmr-773	181	9	relatives	relative	NOUN
ahmr-773	181	10	in	in	ADP
ahmr-773	181	11	their	their	PRON
ahmr-773	181	12	originating	originating	NOUN
ahmr-773	181	13	communities	community	NOUN
ahmr-773	181	14	are	be	AUX
ahmr-773	181	15	an	an	DET
ahmr-773	181	16	important	important	ADJ
ahmr-773	181	17	means	mean	NOUN
ahmr-773	181	18	to	to	PART
ahmr-773	181	19	maintain	maintain	VERB
ahmr-773	181	20	ties	tie	NOUN
ahmr-773	181	21	with	with	ADP
ahmr-773	181	22	family	family	NOUN
ahmr-773	181	23	members	member	NOUN
ahmr-773	181	24	(	(	PUNCT
ahmr-773	181	25	akyeampong	akyeampong	ADJ
ahmr-773	181	26	,	,	PUNCT
ahmr-773	181	27	2000	2000	NUM
ahmr-773	181	28	)	)	PUNCT
ahmr-773	181	29	.	.	PUNCT
ahmr-773	182	1	the	the	DET
ahmr-773	182	2	survey	survey	NOUN
ahmr-773	182	3	revealed	reveal	VERB
ahmr-773	182	4	that	that	SCONJ
ahmr-773	182	5	about	about	ADV
ahmr-773	182	6	63.9	63.9	NUM
ahmr-773	182	7	%	%	NOUN
ahmr-773	182	8	of	of	ADP
ahmr-773	182	9	the	the	DET
ahmr-773	182	10	households	household	NOUN
ahmr-773	182	11	received	receive	VERB
ahmr-773	182	12	money	money	NOUN
ahmr-773	182	13	from	from	ADP
ahmr-773	182	14	migrants	migrant	NOUN
ahmr-773	182	15	.	.	PUNCT
ahmr-773	183	1	a	a	DET
ahmr-773	183	2	slightly	slightly	ADV
ahmr-773	183	3	higher	high	ADJ
ahmr-773	183	4	proportion	proportion	NOUN
ahmr-773	183	5	of	of	ADP
ahmr-773	183	6	the	the	DET
ahmr-773	183	7	female	female	ADJ
ahmr-773	183	8	migrants	migrant	NOUN
ahmr-773	183	9	(	(	PUNCT
ahmr-773	183	10	65.1	65.1	NUM
ahmr-773	183	11	%	%	NOUN
ahmr-773	183	12	)	)	PUNCT
ahmr-773	183	13	sent	send	VERB
ahmr-773	183	14	money	money	NOUN
ahmr-773	183	15	to	to	ADP
ahmr-773	183	16	their	their	PRON
ahmr-773	183	17	households	household	NOUN
ahmr-773	183	18	than	than	ADP
ahmr-773	183	19	the	the	DET
ahmr-773	183	20	male	male	ADJ
ahmr-773	183	21	migrants	migrant	NOUN
ahmr-773	183	22	(	(	PUNCT
ahmr-773	183	23	62.9	62.9	NUM
ahmr-773	183	24	%	%	NOUN
ahmr-773	183	25	)	)	PUNCT
ahmr-773	183	26	.	.	PUNCT
ahmr-773	184	1	this	this	DET
ahmr-773	184	2	finding	finding	NOUN
ahmr-773	184	3	is	be	AUX
ahmr-773	184	4	not	not	PART
ahmr-773	184	5	surprising	surprising	ADJ
ahmr-773	184	6	as	as	SCONJ
ahmr-773	184	7	abdul	abdul	PROPN
ahmr-773	184	8	-	-	PUNCT
ahmr-773	184	9	korah	korah	PROPN
ahmr-773	184	10	(	(	PUNCT
ahmr-773	184	11	2011	2011	NUM
ahmr-773	184	12	)	)	PUNCT
ahmr-773	184	13	examined	examine	VERB
ahmr-773	184	14	the	the	DET
ahmr-773	184	15	gendered	gendered	NOUN
ahmr-773	184	16	patterns	pattern	NOUN
ahmr-773	184	17	of	of	ADP
ahmr-773	184	18	remitting	remit	VERB
ahmr-773	184	19	by	by	ADP
ahmr-773	184	20	dagaaba	dagaaba	NOUN
ahmr-773	184	21	migrants	migrant	NOUN
ahmr-773	184	22	using	use	VERB
ahmr-773	184	23	an	an	DET
ahmr-773	184	24	historical	historical	ADJ
ahmr-773	184	25	lens	lens	NOUN
ahmr-773	184	26	and	and	CCONJ
ahmr-773	184	27	found	find	VERB
ahmr-773	184	28	that	that	SCONJ
ahmr-773	184	29	female	female	ADJ
ahmr-773	184	30	migrants	migrant	NOUN
ahmr-773	184	31	send	send	VERB
ahmr-773	184	32	money	money	NOUN
ahmr-773	184	33	home	home	ADV
ahmr-773	184	34	more	more	ADV
ahmr-773	184	35	regularly	regularly	ADV
ahmr-773	184	36	and	and	CCONJ
ahmr-773	184	37	for	for	ADP
ahmr-773	184	38	longer	long	ADJ
ahmr-773	184	39	periods	period	NOUN
ahmr-773	184	40	of	of	ADP
ahmr-773	184	41	time	time	NOUN
ahmr-773	184	42	than	than	ADP
ahmr-773	184	43	male	male	ADJ
ahmr-773	184	44	migrants	migrant	NOUN
ahmr-773	184	45	.	.	PUNCT
ahmr-773	185	1	in	in	ADP
ahmr-773	185	2	terms	term	NOUN
ahmr-773	185	3	of	of	ADP
ahmr-773	185	4	receiving	receive	VERB
ahmr-773	185	5	remittances	remittance	NOUN
ahmr-773	185	6	,	,	PUNCT
ahmr-773	185	7	the	the	DET
ahmr-773	185	8	analysis	analysis	NOUN
ahmr-773	185	9	revealed	reveal	VERB
ahmr-773	185	10	that	that	SCONJ
ahmr-773	185	11	many	many	ADJ
ahmr-773	185	12	more	more	ADJ
ahmr-773	185	13	male	male	ADJ
ahmr-773	185	14	respondents	respondent	NOUN
ahmr-773	185	15	(	(	PUNCT
ahmr-773	185	16	69.2	69.2	NUM
ahmr-773	185	17	%	%	NOUN
ahmr-773	185	18	)	)	PUNCT
ahmr-773	185	19	received	receive	VERB
ahmr-773	185	20	remittances	remittance	NOUN
ahmr-773	185	21	in	in	ADP
ahmr-773	185	22	the	the	DET
ahmr-773	185	23	form	form	NOUN
ahmr-773	185	24	of	of	ADP
ahmr-773	185	25	cash	cash	NOUN
ahmr-773	185	26	than	than	ADP
ahmr-773	185	27	female	female	ADJ
ahmr-773	185	28	respondents	respondent	NOUN
ahmr-773	185	29	(	(	PUNCT
ahmr-773	185	30	58.2	58.2	NUM
ahmr-773	185	31	%	%	NOUN
ahmr-773	185	32	)	)	PUNCT
ahmr-773	185	33	.	.	PUNCT
ahmr-773	186	1	in	in	ADP
ahmr-773	186	2	the	the	DET
ahmr-773	186	3	literature	literature	NOUN
ahmr-773	186	4	,	,	PUNCT
ahmr-773	186	5	issues	issue	NOUN
ahmr-773	186	6	of	of	ADP
ahmr-773	186	7	receiving	receive	VERB
ahmr-773	186	8	remittances	remittance	NOUN
ahmr-773	186	9	based	base	VERB
ahmr-773	186	10	on	on	ADP
ahmr-773	186	11	gender	gender	NOUN
ahmr-773	186	12	are	be	AUX
ahmr-773	186	13	mixed	mixed	ADJ
ahmr-773	186	14	.	.	PUNCT
ahmr-773	187	1	whereas	whereas	SCONJ
ahmr-773	187	2	some	some	DET
ahmr-773	187	3	studies	study	NOUN
ahmr-773	187	4	found	find	VERB
ahmr-773	187	5	females	female	NOUN
ahmr-773	187	6	perceived	perceive	VERB
ahmr-773	187	7	as	as	ADP
ahmr-773	187	8	more	more	ADV
ahmr-773	187	9	trustworthy	trustworthy	ADJ
ahmr-773	187	10	to	to	PART
ahmr-773	187	11	receive	receive	VERB
ahmr-773	187	12	money	money	NOUN
ahmr-773	187	13	,	,	PUNCT
ahmr-773	187	14	others	other	NOUN
ahmr-773	187	15	see	see	VERB
ahmr-773	187	16	males	male	NOUN
ahmr-773	187	17	as	as	ADP
ahmr-773	187	18	those	those	PRON
ahmr-773	187	19	to	to	PART
ahmr-773	187	20	whom	whom	PRON
ahmr-773	187	21	money	money	NOUN
ahmr-773	187	22	should	should	AUX
ahmr-773	187	23	be	be	AUX
ahmr-773	187	24	entrusted	entrust	VERB
ahmr-773	187	25	for	for	ADP
ahmr-773	187	26	the	the	DET
ahmr-773	187	27	purposes	purpose	NOUN
ahmr-773	187	28	of	of	ADP
ahmr-773	187	29	effecting	effect	VERB
ahmr-773	187	30	projects	project	NOUN
ahmr-773	187	31	.	.	PUNCT
ahmr-773	188	1	when	when	SCONJ
ahmr-773	188	2	a	a	DET
ahmr-773	188	3	male	male	ADJ
ahmr-773	188	4	ahmr	ahmr	NOUN
ahmr-773	188	5	,	,	PUNCT
ahmr-773	188	6	vol.2	vol.2	PROPN
ahmr-773	188	7	no3	no3	PROPN
ahmr-773	188	8	,	,	PUNCT
ahmr-773	188	9	september	september	PROPN
ahmr-773	188	10	-	-	PUNCT
ahmr-773	188	11	december	december	PROPN
ahmr-773	188	12	2016	2016	NUM
ahmr-773	188	13	581	581	NUM
ahmr-773	188	14	respondent	respondent	NOUN
ahmr-773	188	15	was	be	AUX
ahmr-773	188	16	asked	ask	VERB
ahmr-773	188	17	why	why	SCONJ
ahmr-773	188	18	his	his	PRON
ahmr-773	188	19	sister	sister	NOUN
ahmr-773	188	20	always	always	ADV
ahmr-773	188	21	sends	send	VERB
ahmr-773	188	22	money	money	NOUN
ahmr-773	188	23	to	to	ADP
ahmr-773	188	24	him	he	PRON
ahmr-773	188	25	but	but	CCONJ
ahmr-773	188	26	not	not	PART
ahmr-773	188	27	to	to	ADP
ahmr-773	188	28	his	his	PRON
ahmr-773	188	29	other	other	ADJ
ahmr-773	188	30	female	female	ADJ
ahmr-773	188	31	siblings	sibling	NOUN
ahmr-773	188	32	,	,	PUNCT
ahmr-773	188	33	this	this	PRON
ahmr-773	188	34	was	be	AUX
ahmr-773	188	35	his	his	PRON
ahmr-773	188	36	response	response	NOUN
ahmr-773	188	37	:	:	PUNCT
ahmr-773	188	38	“	"	PUNCT
ahmr-773	188	39	for	for	ADP
ahmr-773	188	40	me	i	PRON
ahmr-773	188	41	,	,	PUNCT
ahmr-773	188	42	men	man	NOUN
ahmr-773	188	43	can	can	AUX
ahmr-773	188	44	monitor	monitor	VERB
ahmr-773	188	45	projects	project	NOUN
ahmr-773	188	46	.	.	PUNCT
ahmr-773	189	1	if	if	SCONJ
ahmr-773	189	2	you	you	PRON
ahmr-773	189	3	ask	ask	VERB
ahmr-773	189	4	a	a	DET
ahmr-773	189	5	woman	woman	NOUN
ahmr-773	189	6	to	to	PART
ahmr-773	189	7	build	build	VERB
ahmr-773	189	8	a	a	DET
ahmr-773	189	9	house	house	NOUN
ahmr-773	189	10	,	,	PUNCT
ahmr-773	189	11	these	these	DET
ahmr-773	189	12	masons	mason	NOUN
ahmr-773	189	13	will	will	AUX
ahmr-773	189	14	dupe	dupe	VERB
ahmr-773	189	15	them	they	PRON
ahmr-773	189	16	.	.	PUNCT
ahmr-773	190	1	but	but	CCONJ
ahmr-773	190	2	they	they	PRON
ahmr-773	190	3	dare	dare	AUX
ahmr-773	190	4	not	not	PART
ahmr-773	190	5	try	try	VERB
ahmr-773	190	6	this	this	PRON
ahmr-773	190	7	on	on	ADP
ahmr-773	190	8	men	man	NOUN
ahmr-773	190	9	”	"	PUNCT
ahmr-773	190	10	(	(	PUNCT
ahmr-773	190	11	tp	tp	NOUN
ahmr-773	190	12	,	,	PUNCT
ahmr-773	190	13	2015	2015	NUM
ahmr-773	190	14	)	)	PUNCT
ahmr-773	190	15	.	.	PUNCT
ahmr-773	191	1	the	the	DET
ahmr-773	191	2	study	study	NOUN
ahmr-773	191	3	further	far	ADV
ahmr-773	191	4	revealed	reveal	VERB
ahmr-773	191	5	that	that	SCONJ
ahmr-773	191	6	the	the	DET
ahmr-773	191	7	minimum	minimum	NOUN
ahmr-773	191	8	amount	amount	NOUN
ahmr-773	191	9	of	of	ADP
ahmr-773	191	10	money	money	NOUN
ahmr-773	191	11	received	receive	VERB
ahmr-773	191	12	through	through	ADP
ahmr-773	191	13	remittances	remittance	NOUN
ahmr-773	191	14	was	be	AUX
ahmr-773	191	15	gh₵90	gh₵90	ADJ
ahmr-773	191	16	whereas	whereas	SCONJ
ahmr-773	191	17	the	the	DET
ahmr-773	191	18	maximum	maximum	NOUN
ahmr-773	191	19	was	be	AUX
ahmr-773	191	20	gh₵2,500	gh₵2,500	NOUN
ahmr-773	191	21	.	.	PUNCT
ahmr-773	192	1	the	the	DET
ahmr-773	192	2	mean	mean	ADJ
ahmr-773	192	3	amount	amount	NOUN
ahmr-773	192	4	received	receive	VERB
ahmr-773	192	5	was	be	AUX
ahmr-773	192	6	gh₵631.86	gh₵631.86	ADJ
ahmr-773	192	7	with	with	ADP
ahmr-773	192	8	a	a	DET
ahmr-773	192	9	standard	standard	ADJ
ahmr-773	192	10	deviation	deviation	NOUN
ahmr-773	192	11	of	of	ADP
ahmr-773	192	12	522.39	522.39	NUM
ahmr-773	192	13	.	.	PUNCT
ahmr-773	193	1	female	female	ADJ
ahmr-773	193	2	migrants	migrant	NOUN
ahmr-773	193	3	remitted	remit	VERB
ahmr-773	193	4	higher	high	ADJ
ahmr-773	193	5	amounts	amount	NOUN
ahmr-773	193	6	of	of	ADP
ahmr-773	193	7	money	money	NOUN
ahmr-773	193	8	than	than	ADP
ahmr-773	193	9	male	male	ADJ
ahmr-773	193	10	migrants	migrant	NOUN
ahmr-773	193	11	:	:	PUNCT
ahmr-773	193	12	gh₵643.57	gh₵643.57	PROPN
ahmr-773	193	13	with	with	ADP
ahmr-773	193	14	a	a	DET
ahmr-773	193	15	standard	standard	ADJ
ahmr-773	193	16	deviation	deviation	NOUN
ahmr-773	193	17	of	of	ADP
ahmr-773	193	18	482.60	482.60	NUM
ahmr-773	193	19	and	and	CCONJ
ahmr-773	193	20	622.88	622.88	NUM
ahmr-773	193	21	with	with	ADP
ahmr-773	193	22	a	a	DET
ahmr-773	193	23	standard	standard	ADJ
ahmr-773	193	24	deviation	deviation	NOUN
ahmr-773	193	25	of	of	ADP
ahmr-773	193	26	gh₵554.10	gh₵554.10	NOUN
ahmr-773	193	27	,	,	PUNCT
ahmr-773	193	28	respectively	respectively	ADV
ahmr-773	193	29	.	.	PUNCT
ahmr-773	194	1	most	most	ADJ
ahmr-773	194	2	migrants	migrant	NOUN
ahmr-773	194	3	remit	remit	VERB
ahmr-773	194	4	money	money	NOUN
ahmr-773	194	5	to	to	ADP
ahmr-773	194	6	households	household	NOUN
ahmr-773	194	7	upon	upon	SCONJ
ahmr-773	194	8	request	request	NOUN
ahmr-773	194	9	(	(	PUNCT
ahmr-773	194	10	55.8	55.8	NUM
ahmr-773	194	11	%	%	NOUN
ahmr-773	194	12	)	)	PUNCT
ahmr-773	194	13	whilst	whilst	SCONJ
ahmr-773	194	14	a	a	DET
ahmr-773	194	15	significant	significant	ADJ
ahmr-773	194	16	proportion	proportion	NOUN
ahmr-773	194	17	also	also	ADV
ahmr-773	194	18	remitted	remit	VERB
ahmr-773	194	19	money	money	NOUN
ahmr-773	194	20	to	to	ADP
ahmr-773	194	21	their	their	PRON
ahmr-773	194	22	households	household	NOUN
ahmr-773	194	23	on	on	ADP
ahmr-773	194	24	a	a	DET
ahmr-773	194	25	regular	regular	ADJ
ahmr-773	194	26	basis	basis	NOUN
ahmr-773	194	27	each	each	DET
ahmr-773	194	28	month	month	NOUN
ahmr-773	194	29	(	(	PUNCT
ahmr-773	194	30	36.4	36.4	NUM
ahmr-773	194	31	%	%	NOUN
ahmr-773	194	32	)	)	PUNCT
ahmr-773	194	33	.	.	PUNCT
ahmr-773	195	1	very	very	ADV
ahmr-773	195	2	few	few	ADJ
ahmr-773	195	3	studies	study	NOUN
ahmr-773	195	4	have	have	AUX
ahmr-773	195	5	paid	pay	VERB
ahmr-773	195	6	attention	attention	NOUN
ahmr-773	195	7	to	to	ADP
ahmr-773	195	8	remittance	remittance	NOUN
ahmr-773	195	9	flows	flow	NOUN
ahmr-773	195	10	from	from	ADP
ahmr-773	195	11	internal	internal	ADJ
ahmr-773	195	12	migrants	migrant	NOUN
ahmr-773	195	13	.	.	PUNCT
ahmr-773	196	1	this	this	PRON
ahmr-773	196	2	,	,	PUNCT
ahmr-773	196	3	according	accord	VERB
ahmr-773	196	4	to	to	ADP
ahmr-773	196	5	the	the	DET
ahmr-773	196	6	world	world	NOUN
ahmr-773	196	7	bank	bank	PROPN
ahmr-773	196	8	(	(	PUNCT
ahmr-773	196	9	2011	2011	NUM
ahmr-773	196	10	)	)	PUNCT
ahmr-773	196	11	,	,	PUNCT
ahmr-773	196	12	is	be	AUX
ahmr-773	196	13	a	a	DET
ahmr-773	196	14	result	result	NOUN
ahmr-773	196	15	of	of	ADP
ahmr-773	196	16	not	not	PART
ahmr-773	196	17	being	be	AUX
ahmr-773	196	18	able	able	ADJ
ahmr-773	196	19	to	to	PART
ahmr-773	196	20	capture	capture	VERB
ahmr-773	196	21	domestic	domestic	ADJ
ahmr-773	196	22	transactions	transaction	NOUN
ahmr-773	196	23	in	in	ADP
ahmr-773	196	24	the	the	DET
ahmr-773	196	25	balance	balance	NOUN
ahmr-773	196	26	of	of	ADP
ahmr-773	196	27	payments	payment	NOUN
ahmr-773	196	28	by	by	ADP
ahmr-773	196	29	the	the	DET
ahmr-773	196	30	central	central	ADJ
ahmr-773	196	31	banks	bank	NOUN
ahmr-773	196	32	.	.	PUNCT
ahmr-773	197	1	also	also	ADV
ahmr-773	197	2	,	,	PUNCT
ahmr-773	197	3	it	it	PRON
ahmr-773	197	4	could	could	AUX
ahmr-773	197	5	be	be	AUX
ahmr-773	197	6	as	as	ADP
ahmr-773	197	7	a	a	DET
ahmr-773	197	8	result	result	NOUN
ahmr-773	197	9	of	of	ADP
ahmr-773	197	10	the	the	DET
ahmr-773	197	11	informal	informal	ADJ
ahmr-773	197	12	channels	channel	NOUN
ahmr-773	197	13	used	use	VERB
ahmr-773	197	14	to	to	PART
ahmr-773	197	15	send	send	VERB
ahmr-773	197	16	remittances	remittance	NOUN
ahmr-773	197	17	,	,	PUNCT
ahmr-773	197	18	which	which	PRON
ahmr-773	197	19	make	make	VERB
ahmr-773	197	20	it	it	PRON
ahmr-773	197	21	difficult	difficult	ADJ
ahmr-773	197	22	to	to	PART
ahmr-773	197	23	capture	capture	VERB
ahmr-773	197	24	them	they	PRON
ahmr-773	197	25	in	in	ADP
ahmr-773	197	26	official	official	ADJ
ahmr-773	197	27	estimates	estimate	NOUN
ahmr-773	197	28	.	.	PUNCT
ahmr-773	198	1	the	the	DET
ahmr-773	198	2	study	study	NOUN
ahmr-773	198	3	revealed	reveal	VERB
ahmr-773	198	4	that	that	SCONJ
ahmr-773	198	5	the	the	DET
ahmr-773	198	6	dominant	dominant	ADJ
ahmr-773	198	7	method	method	NOUN
ahmr-773	198	8	migrants	migrant	NOUN
ahmr-773	198	9	used	use	VERB
ahmr-773	198	10	to	to	PART
ahmr-773	198	11	send	send	VERB
ahmr-773	198	12	money	money	NOUN
ahmr-773	198	13	to	to	ADP
ahmr-773	198	14	their	their	PRON
ahmr-773	198	15	households	household	NOUN
ahmr-773	198	16	was	be	AUX
ahmr-773	198	17	through	through	ADP
ahmr-773	198	18	mobile	mobile	ADJ
ahmr-773	198	19	money	money	NOUN
ahmr-773	198	20	(	(	PUNCT
ahmr-773	198	21	50.8	50.8	NUM
ahmr-773	198	22	%	%	NOUN
ahmr-773	198	23	)	)	PUNCT
ahmr-773	198	24	.	.	PUNCT
ahmr-773	199	1	other	other	ADJ
ahmr-773	199	2	informal	informal	ADJ
ahmr-773	199	3	channels	channel	NOUN
ahmr-773	199	4	such	such	ADJ
ahmr-773	199	5	as	as	ADP
ahmr-773	199	6	migrants	migrant	NOUN
ahmr-773	199	7	bringing	bring	VERB
ahmr-773	199	8	the	the	DET
ahmr-773	199	9	money	money	NOUN
ahmr-773	199	10	home	home	ADV
ahmr-773	199	11	themselves	themselves	PRON
ahmr-773	199	12	(	(	PUNCT
ahmr-773	199	13	21.9	21.9	NUM
ahmr-773	199	14	%	%	NOUN
ahmr-773	199	15	)	)	PUNCT
ahmr-773	199	16	,	,	PUNCT
ahmr-773	199	17	friends	friend	NOUN
ahmr-773	199	18	or	or	CCONJ
ahmr-773	199	19	other	other	ADJ
ahmr-773	199	20	persons	person	NOUN
ahmr-773	199	21	returning	return	VERB
ahmr-773	199	22	home	home	ADV
ahmr-773	199	23	with	with	ADP
ahmr-773	199	24	the	the	DET
ahmr-773	199	25	money	money	NOUN
ahmr-773	199	26	(	(	PUNCT
ahmr-773	199	27	14.1	14.1	NUM
ahmr-773	199	28	%	%	NOUN
ahmr-773	199	29	)	)	PUNCT
ahmr-773	199	30	and	and	CCONJ
ahmr-773	199	31	informal	informal	ADJ
ahmr-773	199	32	money	money	NOUN
ahmr-773	199	33	transfers	transfer	NOUN
ahmr-773	199	34	(	(	PUNCT
ahmr-773	199	35	8.6	8.6	NUM
ahmr-773	199	36	%	%	NOUN
ahmr-773	199	37	)	)	PUNCT
ahmr-773	199	38	were	be	AUX
ahmr-773	199	39	also	also	ADV
ahmr-773	199	40	prevalent	prevalent	ADJ
ahmr-773	199	41	.	.	PUNCT
ahmr-773	200	1	western	western	ADJ
ahmr-773	200	2	union	union	PROPN
ahmr-773	200	3	money	money	NOUN
ahmr-773	200	4	transfer	transfer	NOUN
ahmr-773	200	5	(	(	PUNCT
ahmr-773	200	6	4.7	4.7	NUM
ahmr-773	200	7	%	%	NOUN
ahmr-773	200	8	)	)	PUNCT
ahmr-773	200	9	was	be	AUX
ahmr-773	200	10	also	also	ADV
ahmr-773	200	11	amongst	amongst	ADP
ahmr-773	200	12	the	the	DET
ahmr-773	200	13	means	mean	NOUN
ahmr-773	200	14	migrants	migrant	NOUN
ahmr-773	200	15	used	use	VERB
ahmr-773	200	16	to	to	PART
ahmr-773	200	17	send	send	VERB
ahmr-773	200	18	money	money	NOUN
ahmr-773	200	19	to	to	ADP
ahmr-773	200	20	their	their	PRON
ahmr-773	200	21	households	household	NOUN
ahmr-773	200	22	.	.	PUNCT
ahmr-773	201	1	these	these	DET
ahmr-773	201	2	findings	finding	NOUN
ahmr-773	201	3	indicate	indicate	VERB
ahmr-773	201	4	that	that	SCONJ
ahmr-773	201	5	despite	despite	SCONJ
ahmr-773	201	6	the	the	DET
ahmr-773	201	7	fact	fact	NOUN
ahmr-773	201	8	that	that	SCONJ
ahmr-773	201	9	most	most	ADJ
ahmr-773	201	10	migrants	migrant	NOUN
ahmr-773	201	11	send	send	VERB
ahmr-773	201	12	remittances	remittance	NOUN
ahmr-773	201	13	,	,	PUNCT
ahmr-773	201	14	very	very	ADV
ahmr-773	201	15	few	few	ADJ
ahmr-773	201	16	of	of	ADP
ahmr-773	201	17	them	they	PRON
ahmr-773	201	18	use	use	VERB
ahmr-773	201	19	formal	formal	ADJ
ahmr-773	201	20	channels	channel	NOUN
ahmr-773	201	21	.	.	PUNCT
ahmr-773	202	1	as	as	SCONJ
ahmr-773	202	2	such	such	ADJ
ahmr-773	202	3	,	,	PUNCT
ahmr-773	202	4	internal	internal	ADJ
ahmr-773	202	5	remittance	remittance	NOUN
ahmr-773	202	6	flows	flow	NOUN
ahmr-773	202	7	are	be	AUX
ahmr-773	202	8	difficult	difficult	ADJ
ahmr-773	202	9	to	to	PART
ahmr-773	202	10	capture	capture	VERB
ahmr-773	202	11	in	in	ADP
ahmr-773	202	12	official	official	ADJ
ahmr-773	202	13	government	government	NOUN
ahmr-773	202	14	records	record	NOUN
ahmr-773	202	15	.	.	PUNCT
ahmr-773	203	1	other	other	ADJ
ahmr-773	203	2	forms	form	NOUN
ahmr-773	203	3	of	of	ADP
ahmr-773	203	4	remittances	remittance	NOUN
ahmr-773	203	5	in	in	ADP
ahmr-773	203	6	dormaa	dormaa	ADJ
ahmr-773	203	7	municipality	municipality	NOUN
ahmr-773	203	8	as	as	SCONJ
ahmr-773	203	9	noted	note	VERB
ahmr-773	203	10	by	by	ADP
ahmr-773	203	11	quartey	quartey	PROPN
ahmr-773	203	12	(	(	PUNCT
ahmr-773	203	13	2006	2006	NUM
ahmr-773	203	14	)	)	PUNCT
ahmr-773	203	15	,	,	PUNCT
ahmr-773	203	16	migrants	migrant	NOUN
ahmr-773	203	17	send	send	VERB
ahmr-773	203	18	non	non	ADJ
ahmr-773	203	19	-	-	ADJ
ahmr-773	203	20	financial	financial	ADJ
ahmr-773	203	21	remittances	remittance	NOUN
ahmr-773	203	22	such	such	ADJ
ahmr-773	203	23	as	as	ADP
ahmr-773	203	24	food	food	NOUN
ahmr-773	203	25	,	,	PUNCT
ahmr-773	203	26	clothing	clothing	NOUN
ahmr-773	203	27	and	and	CCONJ
ahmr-773	203	28	mobile	mobile	ADJ
ahmr-773	203	29	phones	phone	NOUN
ahmr-773	203	30	to	to	ADP
ahmr-773	203	31	their	their	PRON
ahmr-773	203	32	households	household	NOUN
ahmr-773	203	33	in	in	ADP
ahmr-773	203	34	ghana	ghana	PROPN
ahmr-773	203	35	.	.	PUNCT
ahmr-773	204	1	according	accord	VERB
ahmr-773	204	2	to	to	ADP
ahmr-773	204	3	primavera	primavera	PROPN
ahmr-773	204	4	(	(	PUNCT
ahmr-773	204	5	2005	2005	NUM
ahmr-773	204	6	)	)	PUNCT
ahmr-773	204	7	,	,	PUNCT
ahmr-773	204	8	non	non	ADJ
ahmr-773	204	9	-	-	ADJ
ahmr-773	204	10	financial	financial	ADJ
ahmr-773	204	11	remittances	remittance	NOUN
ahmr-773	204	12	could	could	AUX
ahmr-773	204	13	come	come	VERB
ahmr-773	204	14	in	in	ADP
ahmr-773	204	15	the	the	DET
ahmr-773	204	16	form	form	NOUN
ahmr-773	204	17	of	of	ADP
ahmr-773	204	18	foodstuffs	foodstuff	NOUN
ahmr-773	204	19	for	for	ADP
ahmr-773	204	20	consumption	consumption	NOUN
ahmr-773	204	21	or	or	CCONJ
ahmr-773	204	22	items	item	NOUN
ahmr-773	204	23	that	that	PRON
ahmr-773	204	24	can	can	AUX
ahmr-773	204	25	be	be	AUX
ahmr-773	204	26	sold	sell	VERB
ahmr-773	204	27	or	or	CCONJ
ahmr-773	204	28	used	use	VERB
ahmr-773	204	29	by	by	ADP
ahmr-773	204	30	relations	relation	NOUN
ahmr-773	204	31	at	at	ADP
ahmr-773	204	32	the	the	DET
ahmr-773	204	33	place	place	NOUN
ahmr-773	204	34	of	of	ADP
ahmr-773	204	35	origin	origin	NOUN
ahmr-773	204	36	.	.	PUNCT
ahmr-773	205	1	in	in	ADP
ahmr-773	205	2	relation	relation	NOUN
ahmr-773	205	3	to	to	ADP
ahmr-773	205	4	this	this	PRON
ahmr-773	205	5	,	,	PUNCT
ahmr-773	205	6	the	the	DET
ahmr-773	205	7	study	study	NOUN
ahmr-773	205	8	found	find	VERB
ahmr-773	205	9	that	that	SCONJ
ahmr-773	205	10	apart	apart	ADV
ahmr-773	205	11	from	from	ADP
ahmr-773	205	12	money	money	NOUN
ahmr-773	205	13	transfers	transfer	NOUN
ahmr-773	205	14	,	,	PUNCT
ahmr-773	205	15	other	other	ADJ
ahmr-773	205	16	non	non	ADJ
ahmr-773	205	17	-	-	ADJ
ahmr-773	205	18	cash	cash	ADJ
ahmr-773	205	19	items	item	NOUN
ahmr-773	205	20	were	be	AUX
ahmr-773	205	21	received	receive	VERB
ahmr-773	205	22	by	by	ADP
ahmr-773	205	23	some	some	PRON
ahmr-773	205	24	of	of	ADP
ahmr-773	205	25	the	the	DET
ahmr-773	205	26	households	household	NOUN
ahmr-773	205	27	.	.	PUNCT
ahmr-773	206	1	nearly	nearly	ADV
ahmr-773	206	2	63.4	63.4	NUM
ahmr-773	206	3	%	%	NOUN
ahmr-773	206	4	received	receive	VERB
ahmr-773	206	5	food	food	NOUN
ahmr-773	206	6	and	and	CCONJ
ahmr-773	206	7	other	other	ADJ
ahmr-773	206	8	goods	good	NOUN
ahmr-773	206	9	from	from	ADP
ahmr-773	206	10	migrants	migrant	NOUN
ahmr-773	206	11	.	.	PUNCT
ahmr-773	207	1	also	also	ADV
ahmr-773	207	2	,	,	PUNCT
ahmr-773	207	3	two	two	NUM
ahmr-773	207	4	-	-	PUNCT
ahmr-773	207	5	thirds	third	NOUN
ahmr-773	207	6	of	of	ADP
ahmr-773	207	7	the	the	DET
ahmr-773	207	8	female	female	ADJ
ahmr-773	207	9	migrants	migrant	NOUN
ahmr-773	207	10	sent	send	VERB
ahmr-773	207	11	food	food	NOUN
ahmr-773	207	12	and	and	CCONJ
ahmr-773	207	13	other	other	ADJ
ahmr-773	207	14	goods	good	NOUN
ahmr-773	207	15	to	to	ADP
ahmr-773	207	16	their	their	PRON
ahmr-773	207	17	households	household	NOUN
ahmr-773	207	18	ahmr	ahmr	NOUN
ahmr-773	207	19	,	,	PUNCT
ahmr-773	207	20	vol.2	vol.2	PROPN
ahmr-773	207	21	no3	no3	PROPN
ahmr-773	207	22	,	,	PUNCT
ahmr-773	207	23	september	september	PROPN
ahmr-773	207	24	-	-	PUNCT
ahmr-773	207	25	december	december	PROPN
ahmr-773	207	26	2016	2016	NUM
ahmr-773	207	27	582	582	NUM
ahmr-773	207	28	compared	compare	VERB
ahmr-773	207	29	to	to	ADP
ahmr-773	207	30	about	about	ADV
ahmr-773	207	31	61.2	61.2	NUM
ahmr-773	207	32	%	%	NOUN
ahmr-773	207	33	of	of	ADP
ahmr-773	207	34	the	the	DET
ahmr-773	207	35	male	male	ADJ
ahmr-773	207	36	migrants	migrant	NOUN
ahmr-773	207	37	.	.	PUNCT
ahmr-773	208	1	the	the	DET
ahmr-773	208	2	main	main	ADJ
ahmr-773	208	3	items	item	NOUN
ahmr-773	208	4	that	that	PRON
ahmr-773	208	5	the	the	DET
ahmr-773	208	6	households	household	NOUN
ahmr-773	208	7	received	receive	VERB
ahmr-773	208	8	from	from	ADP
ahmr-773	208	9	migrants	migrant	NOUN
ahmr-773	208	10	in	in	ADP
ahmr-773	208	11	the	the	DET
ahmr-773	208	12	last	last	ADJ
ahmr-773	208	13	12	12	NUM
ahmr-773	208	14	months	month	NOUN
ahmr-773	208	15	as	as	SCONJ
ahmr-773	208	16	indicated	indicate	VERB
ahmr-773	208	17	in	in	ADP
ahmr-773	208	18	figure	figure	NOUN
ahmr-773	208	19	3	3	NUM
ahmr-773	208	20	below	below	ADV
ahmr-773	208	21	are	be	AUX
ahmr-773	208	22	clothing	clothing	NOUN
ahmr-773	208	23	(	(	PUNCT
ahmr-773	208	24	20.3	20.3	NUM
ahmr-773	208	25	%	%	NOUN
ahmr-773	208	26	)	)	PUNCT
ahmr-773	208	27	,	,	PUNCT
ahmr-773	208	28	mobile	mobile	ADJ
ahmr-773	208	29	phones	phone	NOUN
ahmr-773	208	30	(	(	PUNCT
ahmr-773	208	31	12.5	12.5	NUM
ahmr-773	208	32	%	%	NOUN
ahmr-773	208	33	)	)	PUNCT
ahmr-773	208	34	,	,	PUNCT
ahmr-773	208	35	household	household	NOUN
ahmr-773	208	36	utensils	utensil	NOUN
ahmr-773	208	37	(	(	PUNCT
ahmr-773	208	38	10.9	10.9	NUM
ahmr-773	208	39	%	%	NOUN
ahmr-773	208	40	)	)	PUNCT
ahmr-773	208	41	,	,	PUNCT
ahmr-773	208	42	food	food	NOUN
ahmr-773	208	43	(	(	PUNCT
ahmr-773	208	44	10.2	10.2	NUM
ahmr-773	208	45	%	%	NOUN
ahmr-773	208	46	)	)	PUNCT
ahmr-773	208	47	and	and	CCONJ
ahmr-773	208	48	jewellery	jewellery	NOUN
ahmr-773	208	49	(	(	PUNCT
ahmr-773	208	50	9.4	9.4	NUM
ahmr-773	208	51	%	%	NOUN
ahmr-773	208	52	)	)	PUNCT
ahmr-773	208	53	.	.	PUNCT
ahmr-773	209	1	some	some	DET
ahmr-773	209	2	differences	difference	NOUN
ahmr-773	209	3	were	be	AUX
ahmr-773	209	4	observed	observe	VERB
ahmr-773	209	5	between	between	ADP
ahmr-773	209	6	items	item	NOUN
ahmr-773	209	7	sent	send	VERB
ahmr-773	209	8	by	by	ADP
ahmr-773	209	9	male	male	ADJ
ahmr-773	209	10	migrants	migrant	NOUN
ahmr-773	209	11	and	and	CCONJ
ahmr-773	209	12	their	their	PRON
ahmr-773	209	13	female	female	ADJ
ahmr-773	209	14	counterparts	counterpart	NOUN
ahmr-773	209	15	.	.	PUNCT
ahmr-773	210	1	clothing	clothing	NOUN
ahmr-773	210	2	was	be	AUX
ahmr-773	210	3	the	the	DET
ahmr-773	210	4	most	most	ADV
ahmr-773	210	5	dominant	dominant	ADJ
ahmr-773	210	6	item	item	NOUN
ahmr-773	210	7	sent	send	VERB
ahmr-773	210	8	by	by	ADP
ahmr-773	210	9	both	both	DET
ahmr-773	210	10	sexes	sex	NOUN
ahmr-773	210	11	,	,	PUNCT
ahmr-773	210	12	male	male	NOUN
ahmr-773	210	13	(	(	PUNCT
ahmr-773	210	14	22.5	22.5	NUM
ahmr-773	210	15	%	%	NOUN
ahmr-773	210	16	)	)	PUNCT
ahmr-773	210	17	and	and	CCONJ
ahmr-773	210	18	female	female	ADJ
ahmr-773	210	19	(	(	PUNCT
ahmr-773	210	20	17.5	17.5	NUM
ahmr-773	210	21	%	%	NOUN
ahmr-773	210	22	)	)	PUNCT
ahmr-773	210	23	.	.	PUNCT
ahmr-773	211	1	however	however	ADV
ahmr-773	211	2	,	,	PUNCT
ahmr-773	211	3	female	female	ADJ
ahmr-773	211	4	migrants	migrant	NOUN
ahmr-773	211	5	were	be	AUX
ahmr-773	211	6	much	much	ADV
ahmr-773	211	7	more	more	ADV
ahmr-773	211	8	likely	likely	ADJ
ahmr-773	211	9	to	to	PART
ahmr-773	211	10	send	send	VERB
ahmr-773	211	11	mobile	mobile	ADJ
ahmr-773	211	12	phones	phone	NOUN
ahmr-773	211	13	(	(	PUNCT
ahmr-773	211	14	15.8	15.8	NUM
ahmr-773	211	15	%	%	NOUN
ahmr-773	211	16	)	)	PUNCT
ahmr-773	211	17	and	and	CCONJ
ahmr-773	211	18	food	food	NOUN
ahmr-773	211	19	items	item	NOUN
ahmr-773	211	20	(	(	PUNCT
ahmr-773	211	21	12.3	12.3	NUM
ahmr-773	211	22	%	%	NOUN
ahmr-773	211	23	)	)	PUNCT
ahmr-773	211	24	to	to	ADP
ahmr-773	211	25	their	their	PRON
ahmr-773	211	26	households	household	NOUN
ahmr-773	211	27	than	than	ADP
ahmr-773	211	28	the	the	DET
ahmr-773	211	29	male	male	ADJ
ahmr-773	211	30	migrants	migrant	NOUN
ahmr-773	211	31	(	(	PUNCT
ahmr-773	211	32	9.9	9.9	NUM
ahmr-773	211	33	%	%	NOUN
ahmr-773	211	34	and	and	CCONJ
ahmr-773	211	35	8.5	8.5	NUM
ahmr-773	211	36	%	%	NOUN
ahmr-773	211	37	,	,	PUNCT
ahmr-773	211	38	respectively	respectively	ADV
ahmr-773	211	39	)	)	PUNCT
ahmr-773	211	40	.	.	PUNCT
ahmr-773	212	1	another	another	DET
ahmr-773	212	2	interesting	interesting	ADJ
ahmr-773	212	3	finding	finding	NOUN
ahmr-773	212	4	is	be	AUX
ahmr-773	212	5	that	that	SCONJ
ahmr-773	212	6	people	people	NOUN
ahmr-773	212	7	who	who	PRON
ahmr-773	212	8	migrated	migrate	VERB
ahmr-773	212	9	farther	far	ADV
ahmr-773	212	10	away	away	ADV
ahmr-773	212	11	from	from	ADP
ahmr-773	212	12	their	their	PRON
ahmr-773	212	13	households	household	NOUN
ahmr-773	212	14	were	be	AUX
ahmr-773	212	15	less	less	ADV
ahmr-773	212	16	likely	likely	ADJ
ahmr-773	212	17	to	to	PART
ahmr-773	212	18	send	send	VERB
ahmr-773	212	19	food	food	NOUN
ahmr-773	212	20	and	and	CCONJ
ahmr-773	212	21	other	other	ADJ
ahmr-773	212	22	goods	good	NOUN
ahmr-773	212	23	to	to	ADP
ahmr-773	212	24	the	the	DET
ahmr-773	212	25	household	household	NOUN
ahmr-773	212	26	than	than	ADP
ahmr-773	212	27	those	those	PRON
ahmr-773	212	28	who	who	PRON
ahmr-773	212	29	were	be	AUX
ahmr-773	212	30	nearer	near	ADJ
ahmr-773	212	31	.	.	PUNCT
ahmr-773	213	1	about	about	ADV
ahmr-773	213	2	69.2	69.2	NUM
ahmr-773	213	3	%	%	NOUN
ahmr-773	213	4	of	of	ADP
ahmr-773	213	5	those	those	PRON
ahmr-773	213	6	who	who	PRON
ahmr-773	213	7	migrated	migrate	VERB
ahmr-773	213	8	to	to	ADP
ahmr-773	213	9	other	other	ADJ
ahmr-773	213	10	communities	community	NOUN
ahmr-773	213	11	within	within	ADP
ahmr-773	213	12	the	the	DET
ahmr-773	213	13	same	same	ADJ
ahmr-773	213	14	district	district	NOUN
ahmr-773	213	15	sent	send	VERB
ahmr-773	213	16	food	food	NOUN
ahmr-773	213	17	and	and	CCONJ
ahmr-773	213	18	other	other	ADJ
ahmr-773	213	19	goods	good	NOUN
ahmr-773	213	20	to	to	ADP
ahmr-773	213	21	the	the	DET
ahmr-773	213	22	household	household	NOUN
ahmr-773	213	23	,	,	PUNCT
ahmr-773	213	24	compared	compare	VERB
ahmr-773	213	25	to	to	ADP
ahmr-773	213	26	66.3	66.3	NUM
ahmr-773	213	27	%	%	NOUN
ahmr-773	213	28	and	and	CCONJ
ahmr-773	213	29	60.4	60.4	NUM
ahmr-773	213	30	%	%	NOUN
ahmr-773	213	31	of	of	ADP
ahmr-773	213	32	people	people	NOUN
ahmr-773	213	33	who	who	PRON
ahmr-773	213	34	migrated	migrate	VERB
ahmr-773	213	35	to	to	ADP
ahmr-773	213	36	other	other	ADJ
ahmr-773	213	37	districts	district	NOUN
ahmr-773	213	38	within	within	ADP
ahmr-773	213	39	the	the	DET
ahmr-773	213	40	same	same	ADJ
ahmr-773	213	41	region	region	NOUN
ahmr-773	213	42	and	and	CCONJ
ahmr-773	213	43	other	other	ADJ
ahmr-773	213	44	regions	region	NOUN
ahmr-773	213	45	in	in	ADP
ahmr-773	213	46	ghana	ghana	PROPN
ahmr-773	213	47	,	,	PUNCT
ahmr-773	213	48	respectively	respectively	ADV
ahmr-773	213	49	.	.	PUNCT
ahmr-773	214	1	this	this	PRON
ahmr-773	214	2	is	be	AUX
ahmr-773	214	3	not	not	PART
ahmr-773	214	4	surprising	surprising	ADJ
ahmr-773	214	5	,	,	PUNCT
ahmr-773	214	6	as	as	SCONJ
ahmr-773	214	7	perishable	perishable	ADJ
ahmr-773	214	8	food	food	NOUN
ahmr-773	214	9	items	item	NOUN
ahmr-773	214	10	can	can	AUX
ahmr-773	214	11	not	not	PART
ahmr-773	214	12	be	be	AUX
ahmr-773	214	13	sent	send	VERB
ahmr-773	214	14	over	over	ADP
ahmr-773	214	15	a	a	DET
ahmr-773	214	16	long	long	ADJ
ahmr-773	214	17	distance	distance	NOUN
ahmr-773	214	18	.	.	PUNCT
ahmr-773	215	1	about	about	ADV
ahmr-773	215	2	27.7	27.7	NUM
ahmr-773	215	3	%	%	NOUN
ahmr-773	215	4	of	of	ADP
ahmr-773	215	5	all	all	DET
ahmr-773	215	6	households	household	NOUN
ahmr-773	215	7	in	in	ADP
ahmr-773	215	8	the	the	DET
ahmr-773	215	9	survey	survey	NOUN
ahmr-773	215	10	did	do	AUX
ahmr-773	215	11	not	not	PART
ahmr-773	215	12	receive	receive	VERB
ahmr-773	215	13	either	either	CCONJ
ahmr-773	215	14	cash	cash	NOUN
ahmr-773	215	15	or	or	CCONJ
ahmr-773	215	16	noncash	noncash	NOUN
ahmr-773	215	17	items	item	NOUN
ahmr-773	215	18	.	.	PUNCT
ahmr-773	216	1	this	this	DET
ahmr-773	216	2	finding	finding	NOUN
ahmr-773	216	3	could	could	AUX
ahmr-773	216	4	be	be	AUX
ahmr-773	216	5	the	the	DET
ahmr-773	216	6	result	result	NOUN
ahmr-773	216	7	of	of	ADP
ahmr-773	216	8	migrants	migrant	NOUN
ahmr-773	216	9	being	be	AUX
ahmr-773	216	10	students	student	NOUN
ahmr-773	216	11	.	.	PUNCT
ahmr-773	217	1	the	the	DET
ahmr-773	217	2	households	household	NOUN
ahmr-773	217	3	rather	rather	ADV
ahmr-773	217	4	send	send	VERB
ahmr-773	217	5	money	money	NOUN
ahmr-773	217	6	to	to	ADP
ahmr-773	217	7	the	the	DET
ahmr-773	217	8	migrants	migrant	NOUN
ahmr-773	217	9	as	as	SCONJ
ahmr-773	217	10	explained	explain	VERB
ahmr-773	217	11	by	by	ADP
ahmr-773	217	12	one	one	NUM
ahmr-773	217	13	respondent	respondent	NOUN
ahmr-773	217	14	when	when	SCONJ
ahmr-773	217	15	asked	ask	VERB
ahmr-773	217	16	why	why	SCONJ
ahmr-773	217	17	they	they	PRON
ahmr-773	217	18	did	do	AUX
ahmr-773	217	19	not	not	PART
ahmr-773	217	20	receive	receive	VERB
ahmr-773	217	21	remittances	remittance	NOUN
ahmr-773	217	22	from	from	ADP
ahmr-773	217	23	their	their	PRON
ahmr-773	217	24	migrants	migrant	NOUN
ahmr-773	217	25	:	:	PUNCT
ahmr-773	217	26	“	"	PUNCT
ahmr-773	217	27	oh	oh	INTJ
ahmr-773	217	28	she	she	PRON
ahmr-773	217	29	is	be	AUX
ahmr-773	217	30	a	a	DET
ahmr-773	217	31	student	student	NOUN
ahmr-773	217	32	.	.	PUNCT
ahmr-773	218	1	you	you	PRON
ahmr-773	218	2	know	know	VERB
ahmr-773	218	3	students	student	NOUN
ahmr-773	218	4	do	do	AUX
ahmr-773	218	5	n’t	not	PART
ahmr-773	218	6	work	work	VERB
ahmr-773	218	7	.	.	PUNCT
ahmr-773	219	1	she	she	PRON
ahmr-773	219	2	is	be	AUX
ahmr-773	219	3	there	there	ADV
ahmr-773	219	4	to	to	PART
ahmr-773	219	5	study	study	VERB
ahmr-773	219	6	.	.	PUNCT
ahmr-773	220	1	we	we	PRON
ahmr-773	220	2	rather	rather	ADV
ahmr-773	220	3	send	send	VERB
ahmr-773	220	4	her	her	PRON
ahmr-773	220	5	money	money	NOUN
ahmr-773	220	6	and	and	CCONJ
ahmr-773	220	7	food	food	NOUN
ahmr-773	220	8	every	every	DET
ahmr-773	220	9	two	two	NUM
ahmr-773	220	10	months	month	NOUN
ahmr-773	220	11	”	"	PUNCT
ahmr-773	220	12	(	(	PUNCT
ahmr-773	220	13	mk	mk	NOUN
ahmr-773	220	14	,	,	PUNCT
ahmr-773	220	15	2015	2015	NUM
ahmr-773	220	16	)	)	PUNCT
ahmr-773	220	17	.	.	PUNCT
ahmr-773	221	1	however	however	ADV
ahmr-773	221	2	,	,	PUNCT
ahmr-773	221	3	the	the	DET
ahmr-773	221	4	study	study	NOUN
ahmr-773	221	5	found	find	VERB
ahmr-773	221	6	that	that	SCONJ
ahmr-773	221	7	nearly	nearly	ADV
ahmr-773	221	8	55.9	55.9	NUM
ahmr-773	221	9	%	%	NOUN
ahmr-773	221	10	received	receive	VERB
ahmr-773	221	11	both	both	CCONJ
ahmr-773	221	12	cash	cash	NOUN
ahmr-773	221	13	and	and	CCONJ
ahmr-773	221	14	non	non	ADJ
ahmr-773	221	15	-	-	ADJ
ahmr-773	221	16	cash	cash	ADJ
ahmr-773	221	17	items	item	NOUN
ahmr-773	221	18	as	as	ADP
ahmr-773	221	19	remittances	remittance	NOUN
ahmr-773	221	20	.	.	PUNCT
ahmr-773	222	1	this	this	PRON
ahmr-773	222	2	is	be	AUX
ahmr-773	222	3	an	an	DET
ahmr-773	222	4	indication	indication	NOUN
ahmr-773	222	5	that	that	SCONJ
ahmr-773	222	6	remittances	remittance	NOUN
ahmr-773	222	7	are	be	AUX
ahmr-773	222	8	sent	send	VERB
ahmr-773	222	9	in	in	ADP
ahmr-773	222	10	both	both	CCONJ
ahmr-773	222	11	cash	cash	NOUN
ahmr-773	222	12	and	and	CCONJ
ahmr-773	222	13	goods	good	NOUN
ahmr-773	222	14	in	in	ADP
ahmr-773	222	15	ghana	ghana	PROPN
ahmr-773	222	16	(	(	PUNCT
ahmr-773	222	17	quartey	quartey	PROPN
ahmr-773	222	18	,	,	PUNCT
ahmr-773	222	19	2006	2006	NUM
ahmr-773	222	20	)	)	PUNCT
ahmr-773	222	21	.	.	PUNCT
ahmr-773	223	1	ahmr	ahmr	NOUN
ahmr-773	223	2	,	,	PUNCT
ahmr-773	223	3	vol.2	vol.2	PROPN
ahmr-773	223	4	no3	no3	PROPN
ahmr-773	223	5	,	,	PUNCT
ahmr-773	223	6	september	september	PROPN
ahmr-773	223	7	-	-	PUNCT
ahmr-773	223	8	december	december	PROPN
ahmr-773	223	9	2016	2016	NUM
ahmr-773	223	10	583	583	NUM
ahmr-773	223	11	figure	figure	NOUN
ahmr-773	223	12	4	4	NUM
ahmr-773	223	13	:	:	PUNCT
ahmr-773	223	14	items	item	NOUN
ahmr-773	223	15	received	receive	VERB
ahmr-773	223	16	by	by	ADP
ahmr-773	223	17	households	household	NOUN
ahmr-773	223	18	from	from	ADP
ahmr-773	223	19	migrants	migrant	NOUN
ahmr-773	223	20	by	by	ADP
ahmr-773	223	21	gender	gender	NOUN
ahmr-773	223	22	source	source	NOUN
ahmr-773	223	23	:	:	PUNCT
ahmr-773	223	24	author	author	NOUN
ahmr-773	223	25	,	,	PUNCT
ahmr-773	223	26	fieldwork	fieldwork	NOUN
ahmr-773	223	27	,	,	PUNCT
ahmr-773	223	28	2015	2015	NUM
ahmr-773	223	29	remittances	remittance	NOUN
ahmr-773	223	30	and	and	CCONJ
ahmr-773	223	31	welfare	welfare	NOUN
ahmr-773	223	32	impacts	impact	NOUN
ahmr-773	223	33	in	in	ADP
ahmr-773	223	34	dormaa	dormaa	ADJ
ahmr-773	223	35	municipality	municipality	NOUN
ahmr-773	223	36	the	the	DET
ahmr-773	223	37	positive	positive	ADJ
ahmr-773	223	38	association	association	NOUN
ahmr-773	223	39	between	between	ADP
ahmr-773	223	40	migration	migration	NOUN
ahmr-773	223	41	and	and	CCONJ
ahmr-773	223	42	improvement	improvement	NOUN
ahmr-773	223	43	in	in	ADP
ahmr-773	223	44	welfare	welfare	NOUN
ahmr-773	223	45	has	have	AUX
ahmr-773	223	46	largely	largely	ADV
ahmr-773	223	47	been	be	AUX
ahmr-773	223	48	conceived	conceive	VERB
ahmr-773	223	49	through	through	ADP
ahmr-773	223	50	the	the	DET
ahmr-773	223	51	concept	concept	NOUN
ahmr-773	223	52	of	of	ADP
ahmr-773	223	53	remittances	remittance	NOUN
ahmr-773	223	54	(	(	PUNCT
ahmr-773	223	55	awumbila	awumbila	NOUN
ahmr-773	223	56	et	et	PROPN
ahmr-773	223	57	al	al	PROPN
ahmr-773	223	58	,	,	PUNCT
ahmr-773	223	59	2014	2014	NUM
ahmr-773	223	60	:	:	PUNCT
ahmr-773	223	61	29	29	NUM
ahmr-773	223	62	)	)	PUNCT
ahmr-773	223	63	.	.	PUNCT
ahmr-773	224	1	it	it	PRON
ahmr-773	224	2	is	be	AUX
ahmr-773	224	3	generally	generally	ADV
ahmr-773	224	4	assumed	assume	VERB
ahmr-773	224	5	that	that	SCONJ
ahmr-773	224	6	remittances	remittance	NOUN
ahmr-773	224	7	can	can	AUX
ahmr-773	224	8	contribute	contribute	VERB
ahmr-773	224	9	positively	positively	ADV
ahmr-773	224	10	to	to	ADP
ahmr-773	224	11	poverty	poverty	NOUN
ahmr-773	224	12	reduction	reduction	NOUN
ahmr-773	224	13	by	by	ADP
ahmr-773	224	14	“	"	PUNCT
ahmr-773	224	15	providing	provide	VERB
ahmr-773	224	16	migrant	migrant	NOUN
ahmr-773	224	17	-	-	PUNCT
ahmr-773	224	18	sending	send	VERB
ahmr-773	224	19	households	household	NOUN
ahmr-773	224	20	the	the	DET
ahmr-773	224	21	resources	resource	NOUN
ahmr-773	224	22	to	to	PART
ahmr-773	224	23	smoothen	smoothen	VERB
ahmr-773	224	24	consumption	consumption	VERB
ahmr-773	224	25	and	and	CCONJ
ahmr-773	224	26	invest	invest	VERB
ahmr-773	224	27	in	in	ADP
ahmr-773	224	28	productive	productive	ADJ
ahmr-773	224	29	ventures	venture	NOUN
ahmr-773	224	30	”	"	PUNCT
ahmr-773	224	31	(	(	PUNCT
ahmr-773	224	32	awumbila	awumbila	PROPN
ahmr-773	224	33	et	et	PROPN
ahmr-773	224	34	al	al	PROPN
ahmr-773	224	35	,	,	PUNCT
ahmr-773	224	36	2014	2014	NUM
ahmr-773	224	37	:	:	PUNCT
ahmr-773	224	38	29	29	NUM
ahmr-773	224	39	)	)	PUNCT
ahmr-773	224	40	.	.	PUNCT
ahmr-773	225	1	it	it	PRON
ahmr-773	225	2	is	be	AUX
ahmr-773	225	3	also	also	ADV
ahmr-773	225	4	crucial	crucial	ADJ
ahmr-773	225	5	to	to	PART
ahmr-773	225	6	avert	avert	VERB
ahmr-773	225	7	future	future	ADJ
ahmr-773	225	8	eventualities	eventuality	NOUN
ahmr-773	225	9	,	,	PUNCT
ahmr-773	225	10	particularly	particularly	ADV
ahmr-773	225	11	financial	financial	ADJ
ahmr-773	225	12	losses	loss	NOUN
ahmr-773	225	13	.	.	PUNCT
ahmr-773	226	1	as	as	SCONJ
ahmr-773	226	2	explained	explain	VERB
ahmr-773	226	3	by	by	ADP
ahmr-773	226	4	hulme	hulme	PROPN
ahmr-773	226	5	et	et	PROPN
ahmr-773	226	6	al	al	PROPN
ahmr-773	226	7	.	.	PROPN
ahmr-773	227	1	(	(	PUNCT
ahmr-773	227	2	2001	2001	NUM
ahmr-773	227	3	)	)	PUNCT
ahmr-773	227	4	cited	cite	VERB
ahmr-773	227	5	in	in	ADP
ahmr-773	227	6	quartey	quartey	PROPN
ahmr-773	227	7	and	and	CCONJ
ahmr-773	227	8	blankson	blankson	NOUN
ahmr-773	227	9	(	(	PUNCT
ahmr-773	227	10	2004	2004	NUM
ahmr-773	227	11	:	:	PUNCT
ahmr-773	227	12	10	10	NUM
ahmr-773	227	13	)	)	PUNCT
ahmr-773	227	14	,	,	PUNCT
ahmr-773	227	15	remittances	remittance	NOUN
ahmr-773	227	16	when	when	SCONJ
ahmr-773	227	17	properly	properly	ADV
ahmr-773	227	18	managed	manage	VERB
ahmr-773	227	19	could	could	AUX
ahmr-773	227	20	serve	serve	VERB
ahmr-773	227	21	as	as	ADP
ahmr-773	227	22	a	a	DET
ahmr-773	227	23	form	form	NOUN
ahmr-773	227	24	of	of	ADP
ahmr-773	227	25	premium	premium	ADJ
ahmr-773	227	26	payment	payment	NOUN
ahmr-773	227	27	for	for	ADP
ahmr-773	227	28	future	future	ADJ
ahmr-773	227	29	risks	risk	NOUN
ahmr-773	227	30	to	to	PART
ahmr-773	227	31	reduce	reduce	VERB
ahmr-773	227	32	vulnerability	vulnerability	NOUN
ahmr-773	227	33	to	to	ADP
ahmr-773	227	34	financial	financial	ADJ
ahmr-773	227	35	shocks	shock	NOUN
ahmr-773	227	36	and	and	CCONJ
ahmr-773	227	37	to	to	PART
ahmr-773	227	38	gain	gain	VERB
ahmr-773	227	39	access	access	NOUN
ahmr-773	227	40	to	to	ADP
ahmr-773	227	41	entitlements	entitlement	NOUN
ahmr-773	227	42	such	such	ADJ
ahmr-773	227	43	as	as	ADP
ahmr-773	227	44	education	education	NOUN
ahmr-773	227	45	and	and	CCONJ
ahmr-773	227	46	health	health	NOUN
ahmr-773	227	47	that	that	PRON
ahmr-773	227	48	contribute	contribute	VERB
ahmr-773	227	49	to	to	PART
ahmr-773	227	50	livelihood	livelihood	VERB
ahmr-773	227	51	security	security	NOUN
ahmr-773	227	52	and	and	CCONJ
ahmr-773	227	53	sustainability	sustainability	NOUN
ahmr-773	227	54	.	.	PUNCT
ahmr-773	228	1	remittances	remittance	NOUN
ahmr-773	228	2	are	be	AUX
ahmr-773	228	3	put	put	VERB
ahmr-773	228	4	to	to	ADP
ahmr-773	228	5	various	various	ADJ
ahmr-773	228	6	uses	use	NOUN
ahmr-773	228	7	.	.	PUNCT
ahmr-773	229	1	according	accord	VERB
ahmr-773	229	2	to	to	ADP
ahmr-773	229	3	quartey	quartey	PROPN
ahmr-773	229	4	and	and	CCONJ
ahmr-773	229	5	blankson	blankson	NOUN
ahmr-773	229	6	(	(	PUNCT
ahmr-773	229	7	2004	2004	NUM
ahmr-773	229	8	)	)	PUNCT
ahmr-773	229	9	,	,	PUNCT
ahmr-773	229	10	remittances	remittance	NOUN
ahmr-773	229	11	are	be	AUX
ahmr-773	229	12	mostly	mostly	ADV
ahmr-773	229	13	invested	invest	VERB
ahmr-773	229	14	ahmr	ahmr	NOUN
ahmr-773	229	15	,	,	PUNCT
ahmr-773	229	16	vol.2	vol.2	PROPN
ahmr-773	229	17	no3	no3	PROPN
ahmr-773	229	18	,	,	PUNCT
ahmr-773	229	19	september	september	PROPN
ahmr-773	229	20	-	-	PUNCT
ahmr-773	229	21	december	december	PROPN
ahmr-773	229	22	2016	2016	NUM
ahmr-773	229	23	584	584	NUM
ahmr-773	229	24	in	in	ADP
ahmr-773	229	25	consumption	consumption	NOUN
ahmr-773	229	26	,	,	PUNCT
ahmr-773	229	27	health	health	NOUN
ahmr-773	229	28	care	care	NOUN
ahmr-773	229	29	,	,	PUNCT
ahmr-773	229	30	education	education	NOUN
ahmr-773	229	31	and	and	CCONJ
ahmr-773	229	32	housing	housing	NOUN
ahmr-773	229	33	.	.	PUNCT
ahmr-773	230	1	this	this	DET
ahmr-773	230	2	part	part	NOUN
ahmr-773	230	3	of	of	ADP
ahmr-773	230	4	the	the	DET
ahmr-773	230	5	analysis	analysis	NOUN
ahmr-773	230	6	examines	examine	VERB
ahmr-773	230	7	migrant	migrant	ADJ
ahmr-773	230	8	households	household	NOUN
ahmr-773	230	9	’	'	PUNCT
ahmr-773	230	10	access	access	NOUN
ahmr-773	230	11	to	to	ADP
ahmr-773	230	12	health	health	NOUN
ahmr-773	230	13	,	,	PUNCT
ahmr-773	230	14	education	education	NOUN
ahmr-773	230	15	and	and	CCONJ
ahmr-773	230	16	food	food	NOUN
ahmr-773	230	17	as	as	ADP
ahmr-773	230	18	a	a	DET
ahmr-773	230	19	result	result	NOUN
ahmr-773	230	20	of	of	ADP
ahmr-773	230	21	having	have	VERB
ahmr-773	230	22	a	a	DET
ahmr-773	230	23	migrant	migrant	NOUN
ahmr-773	230	24	.	.	PUNCT
ahmr-773	231	1	remittances	remittance	NOUN
ahmr-773	231	2	and	and	CCONJ
ahmr-773	231	3	access	access	NOUN
ahmr-773	231	4	to	to	ADP
ahmr-773	231	5	health	health	NOUN
ahmr-773	231	6	services	service	NOUN
ahmr-773	231	7	remittances	remittance	NOUN
ahmr-773	231	8	are	be	AUX
ahmr-773	231	9	crucial	crucial	ADJ
ahmr-773	231	10	and	and	CCONJ
ahmr-773	231	11	can	can	AUX
ahmr-773	231	12	serve	serve	VERB
ahmr-773	231	13	as	as	ADP
ahmr-773	231	14	an	an	DET
ahmr-773	231	15	insurance	insurance	NOUN
ahmr-773	231	16	policy	policy	NOUN
ahmr-773	231	17	against	against	ADP
ahmr-773	231	18	risks	risk	NOUN
ahmr-773	231	19	.	.	PUNCT
ahmr-773	232	1	as	as	ADP
ahmr-773	232	2	a	a	DET
ahmr-773	232	3	form	form	NOUN
ahmr-773	232	4	of	of	ADP
ahmr-773	232	5	insurance	insurance	NOUN
ahmr-773	232	6	,	,	PUNCT
ahmr-773	232	7	the	the	DET
ahmr-773	232	8	study	study	NOUN
ahmr-773	232	9	revealed	reveal	VERB
ahmr-773	232	10	that	that	SCONJ
ahmr-773	232	11	overall	overall	ADJ
ahmr-773	232	12	about	about	ADV
ahmr-773	232	13	57.5	57.5	NUM
ahmr-773	232	14	%	%	NOUN
ahmr-773	232	15	of	of	ADP
ahmr-773	232	16	the	the	DET
ahmr-773	232	17	households	household	NOUN
ahmr-773	232	18	which	which	PRON
ahmr-773	232	19	received	receive	VERB
ahmr-773	232	20	remittances	remittance	NOUN
ahmr-773	232	21	indicated	indicate	VERB
ahmr-773	232	22	that	that	SCONJ
ahmr-773	232	23	they	they	PRON
ahmr-773	232	24	were	be	AUX
ahmr-773	232	25	much	much	ADV
ahmr-773	232	26	better	well	ADJ
ahmr-773	232	27	able	able	ADJ
ahmr-773	232	28	to	to	PART
ahmr-773	232	29	afford	afford	VERB
ahmr-773	232	30	to	to	PART
ahmr-773	232	31	pay	pay	VERB
ahmr-773	232	32	for	for	ADP
ahmr-773	232	33	health	health	NOUN
ahmr-773	232	34	services	service	NOUN
ahmr-773	232	35	.	.	PUNCT
ahmr-773	233	1	figure	figure	VERB
ahmr-773	233	2	5	5	NUM
ahmr-773	233	3	:	:	PUNCT
ahmr-773	233	4	households	household	NOUN
ahmr-773	233	5	'	'	PART
ahmr-773	233	6	improvement	improvement	NOUN
ahmr-773	233	7	in	in	ADP
ahmr-773	233	8	ability	ability	NOUN
ahmr-773	233	9	to	to	PART
ahmr-773	233	10	pay	pay	VERB
ahmr-773	233	11	for	for	ADP
ahmr-773	233	12	health	health	NOUN
ahmr-773	233	13	services	service	NOUN
ahmr-773	233	14	after	after	ADP
ahmr-773	233	15	migration	migration	NOUN
ahmr-773	233	16	source	source	NOUN
ahmr-773	233	17	:	:	PUNCT
ahmr-773	233	18	author	author	NOUN
ahmr-773	233	19	,	,	PUNCT
ahmr-773	233	20	fieldwork	fieldwork	NOUN
ahmr-773	233	21	,	,	PUNCT
ahmr-773	233	22	2015	2015	NUM
ahmr-773	233	23	this	this	PRON
ahmr-773	233	24	is	be	AUX
ahmr-773	233	25	not	not	PART
ahmr-773	233	26	surprising	surprising	ADJ
ahmr-773	233	27	as	as	SCONJ
ahmr-773	233	28	studies	study	NOUN
ahmr-773	233	29	have	have	AUX
ahmr-773	233	30	shown	show	VERB
ahmr-773	233	31	that	that	SCONJ
ahmr-773	233	32	migrant	migrant	ADJ
ahmr-773	233	33	remittances	remittance	NOUN
ahmr-773	233	34	can	can	AUX
ahmr-773	233	35	contribute	contribute	VERB
ahmr-773	233	36	to	to	ADP
ahmr-773	233	37	better	well	ADJ
ahmr-773	233	38	health	health	NOUN
ahmr-773	233	39	outcomes	outcome	NOUN
ahmr-773	233	40	by	by	ADP
ahmr-773	233	41	allowing	allow	VERB
ahmr-773	233	42	household	household	NOUN
ahmr-773	233	43	members	member	NOUN
ahmr-773	233	44	to	to	PART
ahmr-773	233	45	access	access	VERB
ahmr-773	233	46	health	health	NOUN
ahmr-773	233	47	care	care	NOUN
ahmr-773	233	48	services	service	NOUN
ahmr-773	233	49	and	and	CCONJ
ahmr-773	233	50	enabling	enable	VERB
ahmr-773	233	51	them	they	PRON
ahmr-773	233	52	to	to	PART
ahmr-773	233	53	increase	increase	VERB
ahmr-773	233	54	information	information	NOUN
ahmr-773	233	55	about	about	ADP
ahmr-773	233	56	health	health	NOUN
ahmr-773	233	57	practices	practice	NOUN
ahmr-773	233	58	.	.	PUNCT
ahmr-773	234	1	as	as	SCONJ
ahmr-773	234	2	shown	show	VERB
ahmr-773	234	3	in	in	ADP
ahmr-773	234	4	figure	figure	NOUN
ahmr-773	234	5	4	4	NUM
ahmr-773	234	6	above	above	ADV
ahmr-773	234	7	,	,	PUNCT
ahmr-773	234	8	the	the	DET
ahmr-773	234	9	analysis	analysis	NOUN
ahmr-773	234	10	further	far	ADV
ahmr-773	234	11	observed	observe	VERB
ahmr-773	234	12	a	a	DET
ahmr-773	234	13	slight	slight	ADJ
ahmr-773	234	14	difference	difference	NOUN
ahmr-773	234	15	between	between	ADP
ahmr-773	234	16	male	male	ADJ
ahmr-773	234	17	and	and	CCONJ
ahmr-773	234	18	female	female	ADJ
ahmr-773	234	19	respondents	respondent	NOUN
ahmr-773	234	20	with	with	ADP
ahmr-773	234	21	respect	respect	NOUN
ahmr-773	234	22	to	to	ADP
ahmr-773	234	23	improvement	improvement	NOUN
ahmr-773	234	24	in	in	ADP
ahmr-773	234	25	their	their	PRON
ahmr-773	234	26	conditions	condition	NOUN
ahmr-773	234	27	regarding	regard	VERB
ahmr-773	234	28	the	the	DET
ahmr-773	234	29	affordability	affordability	NOUN
ahmr-773	234	30	of	of	ADP
ahmr-773	234	31	health	health	NOUN
ahmr-773	234	32	services	service	NOUN
ahmr-773	234	33	(	(	PUNCT
ahmr-773	234	34	88.9	88.9	NUM
ahmr-773	234	35	%	%	NOUN
ahmr-773	234	36	and	and	CCONJ
ahmr-773	234	37	87.7	87.7	NUM
ahmr-773	234	38	%	%	NOUN
ahmr-773	234	39	,	,	PUNCT
ahmr-773	234	40	respectively	respectively	ADV
ahmr-773	234	41	)	)	PUNCT
ahmr-773	234	42	.	.	PUNCT
ahmr-773	235	1	ahmr	ahmr	NOUN
ahmr-773	235	2	,	,	PUNCT
ahmr-773	235	3	vol.2	vol.2	PROPN
ahmr-773	235	4	no3	no3	PROPN
ahmr-773	235	5	,	,	PUNCT
ahmr-773	235	6	september	september	PROPN
ahmr-773	235	7	-	-	PUNCT
ahmr-773	235	8	december	december	PROPN
ahmr-773	235	9	2016	2016	NUM
ahmr-773	235	10	585	585	NUM
ahmr-773	235	11	at	at	ADP
ahmr-773	235	12	a	a	DET
ahmr-773	235	13	significant	significant	ADJ
ahmr-773	235	14	level	level	NOUN
ahmr-773	235	15	of	of	ADP
ahmr-773	235	16	5	5	NUM
ahmr-773	235	17	%	%	NOUN
ahmr-773	235	18	,	,	PUNCT
ahmr-773	235	19	a	a	DET
ahmr-773	235	20	chi	chi	ADJ
ahmr-773	235	21	-	-	PUNCT
ahmr-773	235	22	square	square	ADJ
ahmr-773	235	23	test	test	NOUN
ahmr-773	235	24	shows	show	VERB
ahmr-773	235	25	that	that	SCONJ
ahmr-773	235	26	there	there	PRON
ahmr-773	235	27	is	be	VERB
ahmr-773	235	28	no	no	DET
ahmr-773	235	29	statistically	statistically	ADV
ahmr-773	235	30	significant	significant	ADJ
ahmr-773	235	31	association	association	NOUN
ahmr-773	235	32	between	between	ADP
ahmr-773	235	33	households	household	NOUN
ahmr-773	235	34	’	'	PUNCT
ahmr-773	235	35	improvement	improvement	NOUN
ahmr-773	235	36	in	in	ADP
ahmr-773	235	37	ability	ability	NOUN
ahmr-773	235	38	to	to	PART
ahmr-773	235	39	pay	pay	VERB
ahmr-773	235	40	for	for	ADP
ahmr-773	235	41	health	health	NOUN
ahmr-773	235	42	services	service	NOUN
ahmr-773	235	43	after	after	ADP
ahmr-773	235	44	migration	migration	NOUN
ahmr-773	235	45	of	of	ADP
ahmr-773	235	46	household	household	NOUN
ahmr-773	235	47	member	member	NOUN
ahmr-773	235	48	by	by	ADP
ahmr-773	235	49	sex	sex	NOUN
ahmr-773	235	50	of	of	ADP
ahmr-773	235	51	the	the	DET
ahmr-773	235	52	respondent	respondent	NOUN
ahmr-773	235	53	(	(	PUNCT
ahmr-773	235	54	p	p	X
ahmr-773	235	55	=	=	NOUN
ahmr-773	235	56	0.924	0.924	NUM
ahmr-773	235	57	)	)	PUNCT
ahmr-773	235	58	.	.	PUNCT
ahmr-773	236	1	that	that	PRON
ahmr-773	236	2	is	be	AUX
ahmr-773	236	3	,	,	PUNCT
ahmr-773	236	4	in	in	ADP
ahmr-773	236	5	general	general	ADJ
ahmr-773	236	6	,	,	PUNCT
ahmr-773	236	7	the	the	DET
ahmr-773	236	8	respondents	respondent	NOUN
ahmr-773	236	9	,	,	PUNCT
ahmr-773	236	10	irrespective	irrespective	ADV
ahmr-773	236	11	of	of	ADP
ahmr-773	236	12	their	their	PRON
ahmr-773	236	13	sexes	sex	NOUN
ahmr-773	236	14	,	,	PUNCT
ahmr-773	236	15	see	see	VERB
ahmr-773	236	16	improvement	improvement	NOUN
ahmr-773	236	17	in	in	ADP
ahmr-773	236	18	their	their	PRON
ahmr-773	236	19	ability	ability	NOUN
ahmr-773	236	20	to	to	PART
ahmr-773	236	21	pay	pay	VERB
ahmr-773	236	22	for	for	ADP
ahmr-773	236	23	health	health	NOUN
ahmr-773	236	24	services	service	NOUN
ahmr-773	236	25	.	.	PUNCT
ahmr-773	237	1	though	though	SCONJ
ahmr-773	237	2	migrants	migrant	NOUN
ahmr-773	237	3	’	'	PUNCT
ahmr-773	237	4	remittances	remittance	NOUN
ahmr-773	237	5	are	be	AUX
ahmr-773	237	6	critical	critical	ADJ
ahmr-773	237	7	for	for	ADP
ahmr-773	237	8	health	health	NOUN
ahmr-773	237	9	care	care	NOUN
ahmr-773	237	10	services	service	NOUN
ahmr-773	237	11	,	,	PUNCT
ahmr-773	237	12	improved	improve	VERB
ahmr-773	237	13	access	access	NOUN
ahmr-773	237	14	to	to	ADP
ahmr-773	237	15	healthcare	healthcare	NOUN
ahmr-773	237	16	as	as	SCONJ
ahmr-773	237	17	indicated	indicate	VERB
ahmr-773	237	18	by	by	ADP
ahmr-773	237	19	the	the	DET
ahmr-773	237	20	household	household	NOUN
ahmr-773	237	21	could	could	AUX
ahmr-773	237	22	also	also	ADV
ahmr-773	237	23	be	be	AUX
ahmr-773	237	24	an	an	DET
ahmr-773	237	25	indication	indication	NOUN
ahmr-773	237	26	of	of	ADP
ahmr-773	237	27	the	the	DET
ahmr-773	237	28	importance	importance	NOUN
ahmr-773	237	29	respondents	respondent	NOUN
ahmr-773	237	30	attach	attach	VERB
ahmr-773	237	31	to	to	ADP
ahmr-773	237	32	the	the	DET
ahmr-773	237	33	national	national	PROPN
ahmr-773	237	34	health	health	PROPN
ahmr-773	237	35	insurance	insurance	NOUN
ahmr-773	237	36	scheme	scheme	NOUN
ahmr-773	237	37	,	,	PUNCT
ahmr-773	237	38	a	a	DET
ahmr-773	237	39	social	social	ADJ
ahmr-773	237	40	intervention	intervention	NOUN
ahmr-773	237	41	programme	programme	NOUN
ahmr-773	237	42	aimed	aim	VERB
ahmr-773	237	43	at	at	ADP
ahmr-773	237	44	helping	help	VERB
ahmr-773	237	45	the	the	DET
ahmr-773	237	46	poor	poor	ADJ
ahmr-773	237	47	and	and	CCONJ
ahmr-773	237	48	rich	rich	ADJ
ahmr-773	237	49	have	have	VERB
ahmr-773	237	50	equal	equal	ADJ
ahmr-773	237	51	access	access	NOUN
ahmr-773	237	52	to	to	ADP
ahmr-773	237	53	quality	quality	NOUN
ahmr-773	237	54	health	health	NOUN
ahmr-773	237	55	care	care	NOUN
ahmr-773	237	56	in	in	ADP
ahmr-773	237	57	ghana	ghana	PROPN
ahmr-773	237	58	(	(	PUNCT
ahmr-773	237	59	yeboah	yeboah	NOUN
ahmr-773	237	60	,	,	PUNCT
ahmr-773	237	61	2013	2013	NUM
ahmr-773	237	62	)	)	PUNCT
ahmr-773	237	63	.	.	PUNCT
ahmr-773	238	1	remittances	remittance	NOUN
ahmr-773	238	2	and	and	CCONJ
ahmr-773	238	3	access	access	NOUN
ahmr-773	238	4	to	to	ADP
ahmr-773	238	5	consumption	consumption	NOUN
ahmr-773	238	6	(	(	PUNCT
ahmr-773	238	7	food	food	NOUN
ahmr-773	238	8	)	)	PUNCT
ahmr-773	238	9	the	the	DET
ahmr-773	238	10	study	study	NOUN
ahmr-773	238	11	revealed	reveal	VERB
ahmr-773	238	12	that	that	SCONJ
ahmr-773	238	13	every	every	DET
ahmr-773	238	14	two	two	NUM
ahmr-773	238	15	out	out	ADP
ahmr-773	238	16	of	of	ADP
ahmr-773	238	17	three	three	NUM
ahmr-773	238	18	male	male	ADJ
ahmr-773	238	19	respondents	respondent	NOUN
ahmr-773	238	20	were	be	AUX
ahmr-773	238	21	much	much	ADV
ahmr-773	238	22	better	well	ADJ
ahmr-773	238	23	regarding	regard	VERB
ahmr-773	238	24	their	their	PRON
ahmr-773	238	25	ability	ability	NOUN
ahmr-773	238	26	to	to	PART
ahmr-773	238	27	afford	afford	VERB
ahmr-773	238	28	to	to	PART
ahmr-773	238	29	buy	buy	VERB
ahmr-773	238	30	food	food	NOUN
ahmr-773	238	31	in	in	ADP
ahmr-773	238	32	their	their	PRON
ahmr-773	238	33	household	household	NOUN
ahmr-773	238	34	after	after	SCONJ
ahmr-773	238	35	a	a	DET
ahmr-773	238	36	household	household	NOUN
ahmr-773	238	37	member	member	NOUN
ahmr-773	238	38	migrated	migrate	VERB
ahmr-773	238	39	and	and	CCONJ
ahmr-773	238	40	sent	send	VERB
ahmr-773	238	41	remittances	remittance	NOUN
ahmr-773	238	42	home	home	NOUN
ahmr-773	238	43	.	.	PUNCT
ahmr-773	239	1	a	a	DET
ahmr-773	239	2	relatively	relatively	ADV
ahmr-773	239	3	lower	low	ADJ
ahmr-773	239	4	proportion	proportion	NOUN
ahmr-773	239	5	of	of	ADP
ahmr-773	239	6	female	female	ADJ
ahmr-773	239	7	respondents	respondent	NOUN
ahmr-773	239	8	found	find	VERB
ahmr-773	239	9	their	their	PRON
ahmr-773	239	10	household	household	NOUN
ahmr-773	239	11	in	in	ADP
ahmr-773	239	12	this	this	DET
ahmr-773	239	13	situation	situation	NOUN
ahmr-773	239	14	(	(	PUNCT
ahmr-773	239	15	55.4	55.4	NUM
ahmr-773	239	16	%	%	NOUN
ahmr-773	239	17	)	)	PUNCT
ahmr-773	239	18	.	.	PUNCT
ahmr-773	240	1	however	however	ADV
ahmr-773	240	2	,	,	PUNCT
ahmr-773	240	3	overall	overall	ADJ
ahmr-773	240	4	,	,	PUNCT
ahmr-773	240	5	more	more	ADJ
ahmr-773	240	6	households	household	NOUN
ahmr-773	240	7	of	of	ADP
ahmr-773	240	8	female	female	ADJ
ahmr-773	240	9	respondents	respondent	NOUN
ahmr-773	240	10	had	have	VERB
ahmr-773	240	11	a	a	DET
ahmr-773	240	12	general	general	ADJ
ahmr-773	240	13	improvement	improvement	NOUN
ahmr-773	240	14	in	in	ADP
ahmr-773	240	15	their	their	PRON
ahmr-773	240	16	ability	ability	NOUN
ahmr-773	240	17	to	to	PART
ahmr-773	240	18	afford	afford	VERB
ahmr-773	240	19	food	food	NOUN
ahmr-773	240	20	after	after	SCONJ
ahmr-773	240	21	a	a	DET
ahmr-773	240	22	household	household	NOUN
ahmr-773	240	23	member	member	NOUN
ahmr-773	240	24	migrated	migrate	VERB
ahmr-773	240	25	than	than	ADP
ahmr-773	240	26	households	household	NOUN
ahmr-773	240	27	of	of	ADP
ahmr-773	240	28	male	male	ADJ
ahmr-773	240	29	respondents	respondent	NOUN
ahmr-773	240	30	(	(	PUNCT
ahmr-773	240	31	92.3	92.3	NUM
ahmr-773	240	32	%	%	NOUN
ahmr-773	240	33	and	and	CCONJ
ahmr-773	240	34	88.9	88.9	NUM
ahmr-773	240	35	%	%	NOUN
ahmr-773	240	36	,	,	PUNCT
ahmr-773	240	37	respectively	respectively	ADV
ahmr-773	240	38	)	)	PUNCT
ahmr-773	240	39	,	,	PUNCT
ahmr-773	240	40	as	as	SCONJ
ahmr-773	240	41	indicated	indicate	VERB
ahmr-773	240	42	in	in	ADP
ahmr-773	240	43	figure	figure	NOUN
ahmr-773	240	44	5	5	NUM
ahmr-773	240	45	below	below	ADV
ahmr-773	240	46	.	.	PUNCT
ahmr-773	241	1	furthermore	furthermore	ADV
ahmr-773	241	2	,	,	PUNCT
ahmr-773	241	3	about	about	ADV
ahmr-773	241	4	91.7	91.7	NUM
ahmr-773	241	5	%	%	NOUN
ahmr-773	241	6	of	of	ADP
ahmr-773	241	7	households	household	NOUN
ahmr-773	241	8	who	who	PRON
ahmr-773	241	9	had	have	VERB
ahmr-773	241	10	children	child	NOUN
ahmr-773	241	11	of	of	ADP
ahmr-773	241	12	migrants	migrant	NOUN
ahmr-773	241	13	living	live	VERB
ahmr-773	241	14	with	with	ADP
ahmr-773	241	15	them	they	PRON
ahmr-773	241	16	reported	report	VERB
ahmr-773	241	17	a	a	DET
ahmr-773	241	18	general	general	ADJ
ahmr-773	241	19	improvement	improvement	NOUN
ahmr-773	241	20	in	in	ADP
ahmr-773	241	21	the	the	DET
ahmr-773	241	22	affordability	affordability	NOUN
ahmr-773	241	23	of	of	ADP
ahmr-773	241	24	food	food	NOUN
ahmr-773	241	25	compared	compare	VERB
ahmr-773	241	26	to	to	ADP
ahmr-773	241	27	86.5	86.5	NUM
ahmr-773	241	28	%	%	NOUN
ahmr-773	241	29	of	of	ADP
ahmr-773	241	30	households	household	NOUN
ahmr-773	241	31	that	that	PRON
ahmr-773	241	32	had	have	VERB
ahmr-773	241	33	no	no	DET
ahmr-773	241	34	child	child	NOUN
ahmr-773	241	35	of	of	ADP
ahmr-773	241	36	the	the	DET
ahmr-773	241	37	migrant	migrant	NOUN
ahmr-773	241	38	living	live	VERB
ahmr-773	241	39	with	with	ADP
ahmr-773	241	40	them	they	PRON
ahmr-773	241	41	.	.	PUNCT
ahmr-773	242	1	this	this	PRON
ahmr-773	242	2	is	be	AUX
ahmr-773	242	3	an	an	DET
ahmr-773	242	4	indication	indication	NOUN
ahmr-773	242	5	that	that	SCONJ
ahmr-773	242	6	migrants	migrant	NOUN
ahmr-773	242	7	tend	tend	VERB
ahmr-773	242	8	to	to	PART
ahmr-773	242	9	send	send	VERB
ahmr-773	242	10	remittances	remittance	NOUN
ahmr-773	242	11	for	for	ADP
ahmr-773	242	12	consumption	consumption	NOUN
ahmr-773	242	13	purposes	purpose	NOUN
ahmr-773	242	14	if	if	SCONJ
ahmr-773	242	15	they	they	PRON
ahmr-773	242	16	have	have	VERB
ahmr-773	242	17	children	child	NOUN
ahmr-773	242	18	left	leave	VERB
ahmr-773	242	19	behind	behind	ADV
ahmr-773	242	20	with	with	ADP
ahmr-773	242	21	relatives	relative	NOUN
ahmr-773	242	22	.	.	PUNCT
ahmr-773	243	1	however	however	ADV
ahmr-773	243	2	,	,	PUNCT
ahmr-773	243	3	a	a	DET
ahmr-773	243	4	chi	chi	ADJ
ahmr-773	243	5	-	-	PUNCT
ahmr-773	243	6	square	square	ADJ
ahmr-773	243	7	test	test	NOUN
ahmr-773	243	8	of	of	ADP
ahmr-773	243	9	significance	significance	NOUN
ahmr-773	243	10	indicates	indicate	VERB
ahmr-773	243	11	that	that	SCONJ
ahmr-773	243	12	there	there	PRON
ahmr-773	243	13	is	be	VERB
ahmr-773	243	14	no	no	DET
ahmr-773	243	15	statistically	statistically	ADV
ahmr-773	243	16	significant	significant	ADJ
ahmr-773	243	17	difference	difference	NOUN
ahmr-773	243	18	in	in	ADP
ahmr-773	243	19	household	household	NOUN
ahmr-773	243	20	improvement	improvement	NOUN
ahmr-773	243	21	in	in	ADP
ahmr-773	243	22	ability	ability	NOUN
ahmr-773	243	23	to	to	PART
ahmr-773	243	24	pay	pay	VERB
ahmr-773	243	25	for	for	ADP
ahmr-773	243	26	food	food	NOUN
ahmr-773	243	27	after	after	ADP
ahmr-773	243	28	migration	migration	NOUN
ahmr-773	243	29	according	accord	VERB
ahmr-773	243	30	to	to	ADP
ahmr-773	243	31	the	the	DET
ahmr-773	243	32	sex	sex	NOUN
ahmr-773	243	33	of	of	ADP
ahmr-773	243	34	the	the	DET
ahmr-773	243	35	respondent	respondent	NOUN
ahmr-773	243	36	(	(	PUNCT
ahmr-773	243	37	p=0.143	p=0.143	NOUN
ahmr-773	243	38	)	)	PUNCT
ahmr-773	243	39	.	.	PUNCT
ahmr-773	244	1	the	the	DET
ahmr-773	244	2	findings	finding	NOUN
ahmr-773	244	3	above	above	ADV
ahmr-773	244	4	resonate	resonate	VERB
ahmr-773	244	5	with	with	ADP
ahmr-773	244	6	findings	finding	NOUN
ahmr-773	244	7	by	by	ADP
ahmr-773	244	8	quartey	quartey	NOUN
ahmr-773	244	9	and	and	CCONJ
ahmr-773	244	10	blankson	blankson	NOUN
ahmr-773	244	11	(	(	PUNCT
ahmr-773	244	12	2004	2004	NUM
ahmr-773	244	13	)	)	PUNCT
ahmr-773	244	14	,	,	PUNCT
ahmr-773	244	15	quartey	quartey	NOUN
ahmr-773	244	16	(	(	PUNCT
ahmr-773	244	17	2006	2006	NUM
ahmr-773	244	18	)	)	PUNCT
ahmr-773	244	19	and	and	CCONJ
ahmr-773	244	20	castaldo	castaldo	VERB
ahmr-773	244	21	et	et	PROPN
ahmr-773	244	22	al	al	PROPN
ahmr-773	244	23	(	(	PUNCT
ahmr-773	244	24	2012	2012	NUM
ahmr-773	244	25	)	)	PUNCT
ahmr-773	244	26	that	that	PRON
ahmr-773	244	27	remittances	remittance	NOUN
ahmr-773	244	28	in	in	ADP
ahmr-773	244	29	ghana	ghana	PROPN
ahmr-773	244	30	helped	helped	AUX
ahmr-773	244	31	smooth	smooth	VERB
ahmr-773	244	32	the	the	DET
ahmr-773	244	33	household	household	NOUN
ahmr-773	244	34	consumption	consumption	NOUN
ahmr-773	244	35	.	.	PUNCT
ahmr-773	245	1	ahmr	ahmr	NOUN
ahmr-773	245	2	,	,	PUNCT
ahmr-773	245	3	vol.2	vol.2	PROPN
ahmr-773	245	4	no3	no3	PROPN
ahmr-773	245	5	,	,	PUNCT
ahmr-773	245	6	september	september	PROPN
ahmr-773	245	7	-	-	PUNCT
ahmr-773	245	8	december	december	PROPN
ahmr-773	245	9	2016	2016	NUM
ahmr-773	245	10	586	586	NUM
ahmr-773	245	11	figure	figure	NOUN
ahmr-773	245	12	6	6	NUM
ahmr-773	245	13	:	:	PUNCT
ahmr-773	245	14	households	household	NOUN
ahmr-773	245	15	'	'	PART
ahmr-773	245	16	improvement	improvement	NOUN
ahmr-773	245	17	in	in	ADP
ahmr-773	245	18	ability	ability	NOUN
ahmr-773	245	19	to	to	PART
ahmr-773	245	20	pay	pay	VERB
ahmr-773	245	21	for	for	ADP
ahmr-773	245	22	food	food	NOUN
ahmr-773	245	23	after	after	ADP
ahmr-773	245	24	migration	migration	NOUN
ahmr-773	245	25	source	source	NOUN
ahmr-773	245	26	:	:	PUNCT
ahmr-773	245	27	author	author	NOUN
ahmr-773	245	28	,	,	PUNCT
ahmr-773	245	29	fieldwork	fieldwork	NOUN
ahmr-773	245	30	,	,	PUNCT
ahmr-773	245	31	2015	2015	NUM
ahmr-773	245	32	remittances	remittance	NOUN
ahmr-773	245	33	and	and	CCONJ
ahmr-773	245	34	access	access	NOUN
ahmr-773	245	35	to	to	ADP
ahmr-773	245	36	education	education	NOUN
ahmr-773	245	37	while	while	SCONJ
ahmr-773	245	38	some	some	DET
ahmr-773	245	39	studies	study	NOUN
ahmr-773	245	40	have	have	AUX
ahmr-773	245	41	argued	argue	VERB
ahmr-773	245	42	that	that	SCONJ
ahmr-773	245	43	remittances	remittance	NOUN
ahmr-773	245	44	are	be	AUX
ahmr-773	245	45	used	use	VERB
ahmr-773	245	46	for	for	ADP
ahmr-773	245	47	consumption	consumption	NOUN
ahmr-773	245	48	expenditure	expenditure	NOUN
ahmr-773	245	49	(	(	PUNCT
ahmr-773	245	50	adams	adams	PROPN
ahmr-773	245	51	,	,	PUNCT
ahmr-773	245	52	2005	2005	NUM
ahmr-773	245	53	;	;	PUNCT
ahmr-773	245	54	quartey	quartey	PROPN
ahmr-773	245	55	,	,	PUNCT
ahmr-773	245	56	2006	2006	NUM
ahmr-773	245	57	)	)	PUNCT
ahmr-773	245	58	,	,	PUNCT
ahmr-773	245	59	evidence	evidence	NOUN
ahmr-773	245	60	from	from	ADP
ahmr-773	245	61	other	other	ADJ
ahmr-773	245	62	studies	study	NOUN
ahmr-773	245	63	suggests	suggest	VERB
ahmr-773	245	64	that	that	SCONJ
ahmr-773	245	65	remittances	remittance	NOUN
ahmr-773	245	66	are	be	AUX
ahmr-773	245	67	used	use	VERB
ahmr-773	245	68	for	for	ADP
ahmr-773	245	69	human	human	ADJ
ahmr-773	245	70	capital	capital	NOUN
ahmr-773	245	71	building	building	NOUN
ahmr-773	245	72	(	(	PUNCT
ahmr-773	245	73	adams	adams	PROPN
ahmr-773	245	74	,	,	PUNCT
ahmr-773	245	75	2006	2006	NUM
ahmr-773	245	76	)	)	PUNCT
ahmr-773	245	77	.	.	PUNCT
ahmr-773	246	1	thus	thus	ADV
ahmr-773	246	2	,	,	PUNCT
ahmr-773	246	3	remittances	remittance	NOUN
ahmr-773	246	4	may	may	AUX
ahmr-773	246	5	be	be	AUX
ahmr-773	246	6	used	use	VERB
ahmr-773	246	7	to	to	PART
ahmr-773	246	8	finance	finance	VERB
ahmr-773	246	9	schooling	schooling	NOUN
ahmr-773	246	10	of	of	ADP
ahmr-773	246	11	children	child	NOUN
ahmr-773	246	12	,	,	PUNCT
ahmr-773	246	13	which	which	PRON
ahmr-773	246	14	could	could	AUX
ahmr-773	246	15	lead	lead	VERB
ahmr-773	246	16	to	to	ADP
ahmr-773	246	17	the	the	DET
ahmr-773	246	18	reduction	reduction	NOUN
ahmr-773	246	19	of	of	ADP
ahmr-773	246	20	child	child	NOUN
ahmr-773	246	21	labour	labour	NOUN
ahmr-773	246	22	and	and	CCONJ
ahmr-773	246	23	school	school	NOUN
ahmr-773	246	24	drop	drop	NOUN
ahmr-773	246	25	-	-	PUNCT
ahmr-773	246	26	outs	out	NOUN
ahmr-773	246	27	.	.	PUNCT
ahmr-773	247	1	nevertheless	nevertheless	ADV
ahmr-773	247	2	,	,	PUNCT
ahmr-773	247	3	paucity	paucity	NOUN
ahmr-773	247	4	of	of	ADP
ahmr-773	247	5	household	household	NOUN
ahmr-773	247	6	survey	survey	NOUN
ahmr-773	247	7	data	datum	NOUN
ahmr-773	247	8	on	on	ADP
ahmr-773	247	9	remittances	remittance	NOUN
ahmr-773	247	10	and	and	CCONJ
ahmr-773	247	11	educational	educational	ADJ
ahmr-773	247	12	outcome	outcome	NOUN
ahmr-773	247	13	means	mean	VERB
ahmr-773	247	14	little	little	ADJ
ahmr-773	247	15	is	be	AUX
ahmr-773	247	16	known	know	VERB
ahmr-773	247	17	about	about	ADP
ahmr-773	247	18	the	the	DET
ahmr-773	247	19	empirical	empirical	ADJ
ahmr-773	247	20	evidence	evidence	NOUN
ahmr-773	247	21	of	of	ADP
ahmr-773	247	22	the	the	DET
ahmr-773	247	23	impact	impact	NOUN
ahmr-773	247	24	of	of	ADP
ahmr-773	247	25	remittances	remittance	NOUN
ahmr-773	247	26	on	on	ADP
ahmr-773	247	27	educational	educational	ADJ
ahmr-773	247	28	outcomes	outcome	NOUN
ahmr-773	247	29	in	in	ADP
ahmr-773	247	30	ghana	ghana	PROPN
ahmr-773	247	31	and	and	CCONJ
ahmr-773	247	32	dormaa	dormaa	VERB
ahmr-773	247	33	in	in	ADP
ahmr-773	247	34	particular	particular	ADJ
ahmr-773	247	35	.	.	PUNCT
ahmr-773	248	1	however	however	ADV
ahmr-773	248	2	,	,	PUNCT
ahmr-773	248	3	studies	study	NOUN
ahmr-773	248	4	indicate	indicate	VERB
ahmr-773	248	5	that	that	SCONJ
ahmr-773	248	6	remittance	remittance	NOUN
ahmr-773	248	7	-	-	PUNCT
ahmr-773	248	8	receiving	receive	VERB
ahmr-773	248	9	households	household	NOUN
ahmr-773	248	10	in	in	ADP
ahmr-773	248	11	ghana	ghana	PROPN
ahmr-773	248	12	invest	invest	VERB
ahmr-773	248	13	more	more	ADV
ahmr-773	248	14	in	in	ADP
ahmr-773	248	15	education	education	NOUN
ahmr-773	248	16	than	than	ADP
ahmr-773	248	17	other	other	ADJ
ahmr-773	248	18	households	household	NOUN
ahmr-773	248	19	(	(	PUNCT
ahmr-773	248	20	quartey	quartey	PROPN
ahmr-773	248	21	,	,	PUNCT
ahmr-773	248	22	2008	2008	NUM
ahmr-773	248	23	)	)	PUNCT
ahmr-773	248	24	.	.	PUNCT
ahmr-773	249	1	the	the	DET
ahmr-773	249	2	findings	finding	NOUN
ahmr-773	249	3	from	from	ADP
ahmr-773	249	4	this	this	DET
ahmr-773	249	5	study	study	NOUN
ahmr-773	249	6	,	,	PUNCT
ahmr-773	249	7	as	as	SCONJ
ahmr-773	249	8	indicated	indicate	VERB
ahmr-773	249	9	in	in	ADP
ahmr-773	249	10	figure	figure	NOUN
ahmr-773	249	11	6	6	NUM
ahmr-773	249	12	below	below	ADV
ahmr-773	249	13	,	,	PUNCT
ahmr-773	249	14	show	show	VERB
ahmr-773	249	15	that	that	SCONJ
ahmr-773	249	16	the	the	DET
ahmr-773	249	17	proportion	proportion	NOUN
ahmr-773	249	18	of	of	ADP
ahmr-773	249	19	households	household	NOUN
ahmr-773	249	20	with	with	ADP
ahmr-773	249	21	female	female	ADJ
ahmr-773	249	22	migrants	migrant	NOUN
ahmr-773	249	23	(	(	PUNCT
ahmr-773	249	24	64.6	64.6	NUM
ahmr-773	249	25	%	%	NOUN
ahmr-773	249	26	)	)	PUNCT
ahmr-773	249	27	who	who	PRON
ahmr-773	249	28	reported	report	VERB
ahmr-773	249	29	a	a	DET
ahmr-773	249	30	much	much	ADV
ahmr-773	249	31	better	well	ADJ
ahmr-773	249	32	improvement	improvement	NOUN
ahmr-773	249	33	in	in	ADP
ahmr-773	249	34	their	their	PRON
ahmr-773	249	35	ability	ability	NOUN
ahmr-773	249	36	to	to	PART
ahmr-773	249	37	pay	pay	VERB
ahmr-773	249	38	for	for	ADP
ahmr-773	249	39	education	education	NOUN
ahmr-773	249	40	outnumbered	outnumber	VERB
ahmr-773	249	41	those	those	PRON
ahmr-773	249	42	with	with	ADP
ahmr-773	249	43	male	male	ADJ
ahmr-773	249	44	migrants	migrant	NOUN
ahmr-773	249	45	(	(	PUNCT
ahmr-773	249	46	55.6	55.6	NUM
ahmr-773	249	47	%	%	NOUN
ahmr-773	249	48	)	)	PUNCT
ahmr-773	249	49	.	.	PUNCT
ahmr-773	250	1	these	these	DET
ahmr-773	250	2	findings	finding	NOUN
ahmr-773	250	3	give	give	VERB
ahmr-773	250	4	an	an	DET
ahmr-773	250	5	idea	idea	NOUN
ahmr-773	250	6	about	about	ADP
ahmr-773	250	7	the	the	DET
ahmr-773	250	8	gendered	gendere	VERB
ahmr-773	250	9	patterns	pattern	NOUN
ahmr-773	250	10	of	of	ADP
ahmr-773	250	11	remittance	remittance	NOUN
ahmr-773	250	12	use	use	NOUN
ahmr-773	250	13	among	among	ADP
ahmr-773	250	14	migrant	migrant	ADJ
ahmr-773	250	15	households	household	NOUN
ahmr-773	250	16	in	in	ADP
ahmr-773	250	17	ghana	ghana	PROPN
ahmr-773	250	18	.	.	PUNCT
ahmr-773	251	1	also	also	ADV
ahmr-773	251	2	,	,	PUNCT
ahmr-773	251	3	this	this	PRON
ahmr-773	251	4	is	be	AUX
ahmr-773	251	5	the	the	DET
ahmr-773	251	6	only	only	ADJ
ahmr-773	251	7	indicator	indicator	NOUN
ahmr-773	251	8	where	where	SCONJ
ahmr-773	251	9	respondents	respondent	NOUN
ahmr-773	251	10	noted	note	VERB
ahmr-773	251	11	a	a	DET
ahmr-773	251	12	worse	bad	ADJ
ahmr-773	251	13	experience	experience	NOUN
ahmr-773	251	14	in	in	ADP
ahmr-773	251	15	their	their	PRON
ahmr-773	251	16	ability	ability	NOUN
ahmr-773	251	17	to	to	PART
ahmr-773	251	18	pay	pay	VERB
ahmr-773	251	19	for	for	ADP
ahmr-773	251	20	education	education	NOUN
ahmr-773	251	21	.	.	PUNCT
ahmr-773	252	1	ahmr	ahmr	NOUN
ahmr-773	252	2	,	,	PUNCT
ahmr-773	252	3	vol.2	vol.2	PROPN
ahmr-773	252	4	no3	no3	PROPN
ahmr-773	252	5	,	,	PUNCT
ahmr-773	252	6	september	september	PROPN
ahmr-773	252	7	-	-	PUNCT
ahmr-773	252	8	december	december	PROPN
ahmr-773	252	9	2016	2016	NUM
ahmr-773	252	10	587	587	NUM
ahmr-773	252	11	figure	figure	NOUN
ahmr-773	252	12	7	7	NUM
ahmr-773	252	13	:	:	PUNCT
ahmr-773	252	14	households	household	NOUN
ahmr-773	252	15	'	'	PART
ahmr-773	252	16	improvement	improvement	NOUN
ahmr-773	252	17	in	in	ADP
ahmr-773	252	18	ability	ability	NOUN
ahmr-773	252	19	to	to	PART
ahmr-773	252	20	pay	pay	VERB
ahmr-773	252	21	for	for	ADP
ahmr-773	252	22	education	education	NOUN
ahmr-773	252	23	after	after	ADP
ahmr-773	252	24	migration	migration	NOUN
ahmr-773	252	25	source	source	NOUN
ahmr-773	252	26	:	:	PUNCT
ahmr-773	252	27	author	author	NOUN
ahmr-773	252	28	,	,	PUNCT
ahmr-773	252	29	fieldwork	fieldwork	NOUN
ahmr-773	252	30	,	,	PUNCT
ahmr-773	252	31	2015	2015	NUM
ahmr-773	252	32	despite	despite	SCONJ
ahmr-773	252	33	the	the	DET
ahmr-773	252	34	fact	fact	NOUN
ahmr-773	252	35	that	that	SCONJ
ahmr-773	252	36	more	more	ADJ
ahmr-773	252	37	females	female	NOUN
ahmr-773	252	38	reported	report	VERB
ahmr-773	252	39	improvement	improvement	NOUN
ahmr-773	252	40	in	in	ADP
ahmr-773	252	41	their	their	PRON
ahmr-773	252	42	ability	ability	NOUN
ahmr-773	252	43	to	to	PART
ahmr-773	252	44	pay	pay	VERB
ahmr-773	252	45	for	for	ADP
ahmr-773	252	46	school	school	NOUN
ahmr-773	252	47	than	than	ADP
ahmr-773	252	48	males	male	NOUN
ahmr-773	252	49	,	,	PUNCT
ahmr-773	252	50	a	a	DET
ahmr-773	252	51	chi	chi	ADJ
ahmr-773	252	52	-	-	PUNCT
ahmr-773	252	53	square	square	ADJ
ahmr-773	252	54	test	test	NOUN
ahmr-773	252	55	of	of	ADP
ahmr-773	252	56	significance	significance	NOUN
ahmr-773	252	57	did	do	AUX
ahmr-773	252	58	not	not	PART
ahmr-773	252	59	reveal	reveal	VERB
ahmr-773	252	60	any	any	DET
ahmr-773	252	61	statistically	statistically	ADV
ahmr-773	252	62	significant	significant	ADJ
ahmr-773	252	63	differences	difference	NOUN
ahmr-773	252	64	in	in	ADP
ahmr-773	252	65	one	one	NUM
ahmr-773	252	66	’s	’s	PART
ahmr-773	252	67	ability	ability	NOUN
ahmr-773	252	68	to	to	PART
ahmr-773	252	69	pay	pay	VERB
ahmr-773	252	70	for	for	ADP
ahmr-773	252	71	education	education	NOUN
ahmr-773	252	72	than	than	ADP
ahmr-773	252	73	the	the	DET
ahmr-773	252	74	other	other	ADJ
ahmr-773	252	75	at	at	ADP
ahmr-773	252	76	a	a	DET
ahmr-773	252	77	p	p	NOUN
ahmr-773	252	78	-	-	PUNCT
ahmr-773	252	79	value	value	NOUN
ahmr-773	252	80	of	of	ADP
ahmr-773	252	81	0.722	0.722	NUM
ahmr-773	252	82	.	.	PUNCT
ahmr-773	253	1	only	only	ADV
ahmr-773	253	2	households	household	NOUN
ahmr-773	253	3	who	who	PRON
ahmr-773	253	4	lived	live	VERB
ahmr-773	253	5	with	with	ADP
ahmr-773	253	6	children	child	NOUN
ahmr-773	253	7	of	of	ADP
ahmr-773	253	8	migrants	migrant	NOUN
ahmr-773	253	9	reported	report	VERB
ahmr-773	253	10	a	a	DET
ahmr-773	253	11	worse	bad	ADJ
ahmr-773	253	12	position	position	NOUN
ahmr-773	253	13	in	in	ADP
ahmr-773	253	14	their	their	PRON
ahmr-773	253	15	ability	ability	NOUN
ahmr-773	253	16	to	to	PART
ahmr-773	253	17	pay	pay	VERB
ahmr-773	253	18	for	for	ADP
ahmr-773	253	19	education	education	NOUN
ahmr-773	253	20	(	(	PUNCT
ahmr-773	253	21	1.8	1.8	NUM
ahmr-773	253	22	%	%	NOUN
ahmr-773	253	23	)	)	PUNCT
ahmr-773	253	24	.	.	PUNCT
ahmr-773	254	1	in	in	ADP
ahmr-773	254	2	these	these	DET
ahmr-773	254	3	cases	case	NOUN
ahmr-773	254	4	,	,	PUNCT
ahmr-773	254	5	the	the	DET
ahmr-773	254	6	reason	reason	NOUN
ahmr-773	254	7	for	for	ADP
ahmr-773	254	8	this	this	PRON
ahmr-773	254	9	is	be	AUX
ahmr-773	254	10	that	that	SCONJ
ahmr-773	254	11	the	the	DET
ahmr-773	254	12	migrant	migrant	NOUN
ahmr-773	254	13	rarely	rarely	ADV
ahmr-773	254	14	sends	send	VERB
ahmr-773	254	15	money	money	NOUN
ahmr-773	254	16	home	home	ADV
ahmr-773	254	17	to	to	PART
ahmr-773	254	18	pay	pay	VERB
ahmr-773	254	19	for	for	ADP
ahmr-773	254	20	fees	fee	NOUN
ahmr-773	254	21	:	:	PUNCT
ahmr-773	254	22	“	"	PUNCT
ahmr-773	254	23	for	for	ADP
ahmr-773	254	24	2	2	NUM
ahmr-773	254	25	years	year	NOUN
ahmr-773	254	26	now	now	ADV
ahmr-773	254	27	i	i	PRON
ahmr-773	254	28	have	have	AUX
ahmr-773	254	29	n’t	not	PART
ahmr-773	254	30	heard	hear	VERB
ahmr-773	254	31	from	from	ADP
ahmr-773	254	32	him	he	PRON
ahmr-773	254	33	.	.	PUNCT
ahmr-773	255	1	he	he	PRON
ahmr-773	255	2	does	do	AUX
ahmr-773	255	3	n’t	not	PART
ahmr-773	255	4	call	call	VERB
ahmr-773	255	5	,	,	PUNCT
ahmr-773	255	6	he	he	PRON
ahmr-773	255	7	does	do	AUX
ahmr-773	255	8	n’t	not	PART
ahmr-773	255	9	visit	visit	VERB
ahmr-773	255	10	us	we	PRON
ahmr-773	255	11	neither	neither	CCONJ
ahmr-773	255	12	does	do	AUX
ahmr-773	255	13	he	he	PRON
ahmr-773	255	14	sends	send	VERB
ahmr-773	255	15	money	money	NOUN
ahmr-773	255	16	to	to	ADP
ahmr-773	255	17	us	we	PRON
ahmr-773	255	18	.	.	PUNCT
ahmr-773	256	1	i	i	PRON
ahmr-773	256	2	personally	personally	ADV
ahmr-773	256	3	pay	pay	VERB
ahmr-773	256	4	for	for	ADP
ahmr-773	256	5	his	his	PRON
ahmr-773	256	6	children	child	NOUN
ahmr-773	256	7	’s	’s	PART
ahmr-773	256	8	school	school	NOUN
ahmr-773	256	9	fees	fee	NOUN
ahmr-773	256	10	.	.	PUNCT
ahmr-773	257	1	in	in	ADP
ahmr-773	257	2	fact	fact	NOUN
ahmr-773	257	3	it	it	PRON
ahmr-773	257	4	’s	’s	AUX
ahmr-773	257	5	becoming	become	VERB
ahmr-773	257	6	difficult	difficult	ADJ
ahmr-773	257	7	for	for	ADP
ahmr-773	257	8	me	i	PRON
ahmr-773	257	9	”	"	PUNCT
ahmr-773	257	10	(	(	PUNCT
ahmr-773	257	11	tl	tl	PROPN
ahmr-773	257	12	,	,	PUNCT
ahmr-773	257	13	2015	2015	NUM
ahmr-773	257	14	)	)	PUNCT
ahmr-773	257	15	.	.	PUNCT
ahmr-773	258	1	despite	despite	SCONJ
ahmr-773	258	2	such	such	ADJ
ahmr-773	258	3	cases	case	NOUN
ahmr-773	258	4	,	,	PUNCT
ahmr-773	258	5	the	the	DET
ahmr-773	258	6	general	general	ADJ
ahmr-773	258	7	picture	picture	NOUN
ahmr-773	258	8	indicates	indicate	VERB
ahmr-773	258	9	positive	positive	ADJ
ahmr-773	258	10	associations	association	NOUN
ahmr-773	258	11	between	between	ADP
ahmr-773	258	12	having	have	VERB
ahmr-773	258	13	a	a	DET
ahmr-773	258	14	migrant	migrant	NOUN
ahmr-773	258	15	and	and	CCONJ
ahmr-773	258	16	access	access	NOUN
ahmr-773	258	17	to	to	ADP
ahmr-773	258	18	education	education	NOUN
ahmr-773	258	19	in	in	ADP
ahmr-773	258	20	dormaa	dormaa	ADJ
ahmr-773	258	21	municipality	municipality	NOUN
ahmr-773	258	22	.	.	PUNCT
ahmr-773	259	1	thus	thus	ADV
ahmr-773	259	2	,	,	PUNCT
ahmr-773	259	3	remittances	remittance	NOUN
ahmr-773	259	4	received	receive	VERB
ahmr-773	259	5	by	by	ADP
ahmr-773	259	6	migrant	migrant	ADJ
ahmr-773	259	7	households	household	NOUN
ahmr-773	259	8	make	make	VERB
ahmr-773	259	9	a	a	DET
ahmr-773	259	10	direct	direct	ADJ
ahmr-773	259	11	contribution	contribution	NOUN
ahmr-773	259	12	to	to	ADP
ahmr-773	259	13	increasing	increase	VERB
ahmr-773	259	14	household	household	NOUN
ahmr-773	259	15	members	member	NOUN
ahmr-773	259	16	’	'	PUNCT
ahmr-773	259	17	abilities	ability	NOUN
ahmr-773	259	18	to	to	PART
ahmr-773	259	19	pay	pay	VERB
ahmr-773	259	20	for	for	ADP
ahmr-773	259	21	education	education	NOUN
ahmr-773	259	22	.	.	PUNCT
ahmr-773	260	1	ahmr	ahmr	NOUN
ahmr-773	260	2	,	,	PUNCT
ahmr-773	260	3	vol.2	vol.2	PROPN
ahmr-773	260	4	no3	no3	PROPN
ahmr-773	260	5	,	,	PUNCT
ahmr-773	260	6	september	september	PROPN
ahmr-773	260	7	-	-	PUNCT
ahmr-773	260	8	december	december	PROPN
ahmr-773	260	9	2016	2016	NUM
ahmr-773	260	10	588	588	NUM
ahmr-773	260	11	summary	summary	NOUN
ahmr-773	260	12	and	and	CCONJ
ahmr-773	260	13	conclusion	conclusion	VERB
ahmr-773	260	14	the	the	DET
ahmr-773	260	15	foremost	foremost	ADJ
ahmr-773	260	16	contribution	contribution	NOUN
ahmr-773	260	17	of	of	ADP
ahmr-773	260	18	the	the	DET
ahmr-773	260	19	study	study	NOUN
ahmr-773	260	20	to	to	ADP
ahmr-773	260	21	knowledge	knowledge	NOUN
ahmr-773	260	22	was	be	AUX
ahmr-773	260	23	ascertaining	ascertain	VERB
ahmr-773	260	24	how	how	SCONJ
ahmr-773	260	25	remittances	remittance	NOUN
ahmr-773	260	26	derived	derive	VERB
ahmr-773	260	27	from	from	ADP
ahmr-773	260	28	internal	internal	ADJ
ahmr-773	260	29	migration	migration	NOUN
ahmr-773	260	30	could	could	AUX
ahmr-773	260	31	impact	impact	VERB
ahmr-773	260	32	or	or	CCONJ
ahmr-773	260	33	improve	improve	VERB
ahmr-773	260	34	welfare	welfare	NOUN
ahmr-773	260	35	of	of	ADP
ahmr-773	260	36	the	the	DET
ahmr-773	260	37	migrant	migrant	ADJ
ahmr-773	260	38	households	household	NOUN
ahmr-773	260	39	receiving	receive	VERB
ahmr-773	260	40	remittances	remittance	NOUN
ahmr-773	260	41	in	in	ADP
ahmr-773	260	42	dormaa	dormaa	ADJ
ahmr-773	260	43	municipality	municipality	NOUN
ahmr-773	260	44	,	,	PUNCT
ahmr-773	260	45	ghana	ghana	PROPN
ahmr-773	260	46	.	.	PUNCT
ahmr-773	261	1	using	use	VERB
ahmr-773	261	2	welfare	welfare	NOUN
ahmr-773	261	3	indicators	indicator	NOUN
ahmr-773	261	4	such	such	ADJ
ahmr-773	261	5	as	as	ADP
ahmr-773	261	6	education	education	NOUN
ahmr-773	261	7	,	,	PUNCT
ahmr-773	261	8	health	health	NOUN
ahmr-773	261	9	and	and	CCONJ
ahmr-773	261	10	consumption	consumption	NOUN
ahmr-773	261	11	(	(	PUNCT
ahmr-773	261	12	food	food	NOUN
ahmr-773	261	13	)	)	PUNCT
ahmr-773	261	14	,	,	PUNCT
ahmr-773	261	15	the	the	DET
ahmr-773	261	16	study	study	NOUN
ahmr-773	261	17	interrogated	interrogate	VERB
ahmr-773	261	18	the	the	DET
ahmr-773	261	19	impact	impact	NOUN
ahmr-773	261	20	of	of	ADP
ahmr-773	261	21	migrants	migrant	NOUN
ahmr-773	261	22	’	'	PUNCT
ahmr-773	261	23	remittances	remittance	NOUN
ahmr-773	261	24	on	on	ADP
ahmr-773	261	25	their	their	PRON
ahmr-773	261	26	households	household	NOUN
ahmr-773	261	27	’	'	PUNCT
ahmr-773	261	28	welfare	welfare	NOUN
ahmr-773	261	29	and	and	CCONJ
ahmr-773	261	30	also	also	ADV
ahmr-773	261	31	addressed	address	VERB
ahmr-773	261	32	their	their	PRON
ahmr-773	261	33	policy	policy	NOUN
ahmr-773	261	34	implications	implication	NOUN
ahmr-773	261	35	.	.	PUNCT
ahmr-773	262	1	the	the	DET
ahmr-773	262	2	findings	finding	NOUN
ahmr-773	262	3	from	from	ADP
ahmr-773	262	4	the	the	DET
ahmr-773	262	5	study	study	NOUN
ahmr-773	262	6	indicate	indicate	VERB
ahmr-773	262	7	that	that	SCONJ
ahmr-773	262	8	migration	migration	NOUN
ahmr-773	262	9	is	be	AUX
ahmr-773	262	10	an	an	DET
ahmr-773	262	11	enduring	endure	VERB
ahmr-773	262	12	aspect	aspect	NOUN
ahmr-773	262	13	of	of	ADP
ahmr-773	262	14	life	life	NOUN
ahmr-773	262	15	in	in	ADP
ahmr-773	262	16	dormaa	dormaa	ADJ
ahmr-773	262	17	municipality	municipality	NOUN
ahmr-773	262	18	.	.	PUNCT
ahmr-773	263	1	the	the	DET
ahmr-773	263	2	propensity	propensity	NOUN
ahmr-773	263	3	to	to	PART
ahmr-773	263	4	migrate	migrate	VERB
ahmr-773	263	5	emanates	emanate	NOUN
ahmr-773	263	6	from	from	ADP
ahmr-773	263	7	pushpull	pushpull	ADJ
ahmr-773	263	8	factors	factor	NOUN
ahmr-773	263	9	.	.	PUNCT
ahmr-773	264	1	thus	thus	ADV
ahmr-773	264	2	,	,	PUNCT
ahmr-773	264	3	lack	lack	NOUN
ahmr-773	264	4	of	of	ADP
ahmr-773	264	5	jobs	job	NOUN
ahmr-773	264	6	and	and	CCONJ
ahmr-773	264	7	unreliable	unreliable	ADJ
ahmr-773	264	8	agriculture	agriculture	NOUN
ahmr-773	264	9	,	,	PUNCT
ahmr-773	264	10	amongst	amongst	ADP
ahmr-773	264	11	other	other	ADJ
ahmr-773	264	12	factors	factor	NOUN
ahmr-773	264	13	,	,	PUNCT
ahmr-773	264	14	push	push	VERB
ahmr-773	264	15	migrants	migrant	NOUN
ahmr-773	264	16	away	away	ADV
ahmr-773	264	17	from	from	ADP
ahmr-773	264	18	the	the	DET
ahmr-773	264	19	municipality	municipality	NOUN
ahmr-773	264	20	to	to	ADP
ahmr-773	264	21	other	other	ADJ
ahmr-773	264	22	areas	area	NOUN
ahmr-773	264	23	.	.	PUNCT
ahmr-773	265	1	the	the	DET
ahmr-773	265	2	availability	availability	NOUN
ahmr-773	265	3	of	of	ADP
ahmr-773	265	4	jobs	job	NOUN
ahmr-773	265	5	and	and	CCONJ
ahmr-773	265	6	other	other	ADJ
ahmr-773	265	7	life	life	NOUN
ahmr-773	265	8	-	-	PUNCT
ahmr-773	265	9	enhancing	enhance	VERB
ahmr-773	265	10	activities	activity	NOUN
ahmr-773	265	11	pulls	pull	VERB
ahmr-773	265	12	migrants	migrant	NOUN
ahmr-773	265	13	into	into	ADP
ahmr-773	265	14	these	these	DET
ahmr-773	265	15	areas	area	NOUN
ahmr-773	265	16	.	.	PUNCT
ahmr-773	266	1	however	however	ADV
ahmr-773	266	2	,	,	PUNCT
ahmr-773	266	3	the	the	DET
ahmr-773	266	4	decision	decision	NOUN
ahmr-773	266	5	to	to	PART
ahmr-773	266	6	migrate	migrate	VERB
ahmr-773	266	7	is	be	AUX
ahmr-773	266	8	taken	take	VERB
ahmr-773	266	9	by	by	ADP
ahmr-773	266	10	the	the	DET
ahmr-773	266	11	migrants	migrant	NOUN
ahmr-773	266	12	and	and	CCONJ
ahmr-773	266	13	their	their	PRON
ahmr-773	266	14	immediate	immediate	ADJ
ahmr-773	266	15	households	household	NOUN
ahmr-773	266	16	as	as	ADP
ahmr-773	266	17	an	an	DET
ahmr-773	266	18	‘	'	PUNCT
ahmr-773	266	19	insurance	insurance	NOUN
ahmr-773	266	20	’	'	PUNCT
ahmr-773	266	21	received	receive	VERB
ahmr-773	266	22	in	in	ADP
ahmr-773	266	23	the	the	DET
ahmr-773	266	24	form	form	NOUN
ahmr-773	266	25	of	of	ADP
ahmr-773	266	26	remittances	remittance	NOUN
ahmr-773	266	27	.	.	PUNCT
ahmr-773	267	1	again	again	ADV
ahmr-773	267	2	,	,	PUNCT
ahmr-773	267	3	it	it	PRON
ahmr-773	267	4	is	be	AUX
ahmr-773	267	5	essential	essential	ADJ
ahmr-773	267	6	to	to	PART
ahmr-773	267	7	emphasise	emphasise	VERB
ahmr-773	267	8	that	that	SCONJ
ahmr-773	267	9	the	the	DET
ahmr-773	267	10	results	result	NOUN
ahmr-773	267	11	of	of	ADP
ahmr-773	267	12	both	both	CCONJ
ahmr-773	267	13	the	the	DET
ahmr-773	267	14	quantitative	quantitative	ADJ
ahmr-773	267	15	and	and	CCONJ
ahmr-773	267	16	qualitative	qualitative	ADJ
ahmr-773	267	17	analysis	analysis	NOUN
ahmr-773	267	18	indicate	indicate	VERB
ahmr-773	267	19	that	that	SCONJ
ahmr-773	267	20	remittances	remittance	NOUN
ahmr-773	267	21	improve	improve	VERB
ahmr-773	267	22	households	household	NOUN
ahmr-773	267	23	’	'	PUNCT
ahmr-773	267	24	access	access	NOUN
ahmr-773	267	25	to	to	ADP
ahmr-773	267	26	health	health	NOUN
ahmr-773	267	27	,	,	PUNCT
ahmr-773	267	28	consumption	consumption	NOUN
ahmr-773	267	29	and	and	CCONJ
ahmr-773	267	30	education	education	NOUN
ahmr-773	267	31	.	.	PUNCT
ahmr-773	268	1	the	the	DET
ahmr-773	268	2	study	study	NOUN
ahmr-773	268	3	findings	finding	NOUN
ahmr-773	268	4	are	be	AUX
ahmr-773	268	5	consistent	consistent	ADJ
ahmr-773	268	6	with	with	ADP
ahmr-773	268	7	other	other	ADJ
ahmr-773	268	8	studies	study	NOUN
ahmr-773	268	9	that	that	PRON
ahmr-773	268	10	show	show	VERB
ahmr-773	268	11	that	that	SCONJ
ahmr-773	268	12	internal	internal	ADJ
ahmr-773	268	13	remittances	remittance	NOUN
ahmr-773	268	14	do	do	AUX
ahmr-773	268	15	have	have	VERB
ahmr-773	268	16	a	a	DET
ahmr-773	268	17	positive	positive	ADJ
ahmr-773	268	18	impact	impact	NOUN
ahmr-773	268	19	on	on	ADP
ahmr-773	268	20	receiving	receive	VERB
ahmr-773	268	21	households	household	NOUN
ahmr-773	268	22	in	in	ADP
ahmr-773	268	23	terms	term	NOUN
ahmr-773	268	24	of	of	ADP
ahmr-773	268	25	repayment	repayment	NOUN
ahmr-773	268	26	of	of	ADP
ahmr-773	268	27	debts	debt	NOUN
ahmr-773	268	28	,	,	PUNCT
ahmr-773	268	29	improved	improve	VERB
ahmr-773	268	30	access	access	NOUN
ahmr-773	268	31	to	to	ADP
ahmr-773	268	32	consumption	consumption	NOUN
ahmr-773	268	33	,	,	PUNCT
ahmr-773	268	34	better	well	ADJ
ahmr-773	268	35	education	education	NOUN
ahmr-773	268	36	and	and	CCONJ
ahmr-773	268	37	investment	investment	NOUN
ahmr-773	268	38	in	in	ADP
ahmr-773	268	39	enterprise	enterprise	NOUN
ahmr-773	268	40	(	(	PUNCT
ahmr-773	268	41	afsar	afsar	PROPN
ahmr-773	268	42	,	,	PUNCT
ahmr-773	268	43	2003	2003	NUM
ahmr-773	268	44	;	;	PUNCT
ahmr-773	268	45	dayal	dayal	PROPN
ahmr-773	268	46	and	and	CCONJ
ahmr-773	268	47	karan	karan	PROPN
ahmr-773	268	48	,	,	PUNCT
ahmr-773	268	49	2003	2003	NUM
ahmr-773	268	50	;	;	PUNCT
ahmr-773	268	51	ellis	ellis	PROPN
ahmr-773	268	52	,	,	PUNCT
ahmr-773	268	53	2003	2003	NUM
ahmr-773	268	54	)	)	PUNCT
ahmr-773	268	55	.	.	PUNCT
ahmr-773	269	1	the	the	DET
ahmr-773	269	2	analysis	analysis	NOUN
ahmr-773	269	3	further	far	ADV
ahmr-773	269	4	elaborates	elaborate	VERB
ahmr-773	269	5	on	on	ADP
ahmr-773	269	6	the	the	DET
ahmr-773	269	7	fact	fact	NOUN
ahmr-773	269	8	that	that	SCONJ
ahmr-773	269	9	even	even	ADV
ahmr-773	269	10	if	if	SCONJ
ahmr-773	269	11	not	not	PART
ahmr-773	269	12	reducing	reduce	VERB
ahmr-773	269	13	poverty	poverty	NOUN
ahmr-773	269	14	,	,	PUNCT
ahmr-773	269	15	migration	migration	NOUN
ahmr-773	269	16	is	be	AUX
ahmr-773	269	17	an	an	DET
ahmr-773	269	18	important	important	ADJ
ahmr-773	269	19	coping	cope	VERB
ahmr-773	269	20	strategy	strategy	NOUN
ahmr-773	269	21	and	and	CCONJ
ahmr-773	269	22	remittances	remittance	VERB
ahmr-773	269	23	smooth	smooth	ADJ
ahmr-773	269	24	incomes	income	NOUN
ahmr-773	269	25	(	(	PUNCT
ahmr-773	269	26	mosse	mosse	PROPN
ahmr-773	269	27	et	et	PROPN
ahmr-773	269	28	al	al	PROPN
ahmr-773	269	29	,	,	PUNCT
ahmr-773	269	30	2002	2002	NUM
ahmr-773	269	31	cited	cite	VERB
ahmr-773	269	32	in	in	ADP
ahmr-773	269	33	castaldo	castaldo	PROPN
ahmr-773	269	34	et	et	PROPN
ahmr-773	269	35	al	al	PROPN
ahmr-773	269	36	,	,	PUNCT
ahmr-773	269	37	2012	2012	NUM
ahmr-773	269	38	:	:	PUNCT
ahmr-773	269	39	20	20	NUM
ahmr-773	269	40	)	)	PUNCT
ahmr-773	269	41	.	.	PUNCT
ahmr-773	270	1	migrants	migrant	NOUN
ahmr-773	270	2	’	'	PUNCT
ahmr-773	270	3	remittances	remittance	NOUN
ahmr-773	270	4	play	play	VERB
ahmr-773	270	5	a	a	DET
ahmr-773	270	6	crucial	crucial	ADJ
ahmr-773	270	7	role	role	NOUN
ahmr-773	270	8	in	in	ADP
ahmr-773	270	9	improving	improve	VERB
ahmr-773	270	10	the	the	DET
ahmr-773	270	11	wellbeing	wellbeing	NOUN
ahmr-773	270	12	of	of	ADP
ahmr-773	270	13	migrant	migrant	ADJ
ahmr-773	270	14	households	household	NOUN
ahmr-773	270	15	left	leave	VERB
ahmr-773	270	16	behind	behind	ADV
ahmr-773	270	17	.	.	PUNCT
ahmr-773	271	1	as	as	SCONJ
ahmr-773	271	2	king	king	NOUN
ahmr-773	271	3	(	(	PUNCT
ahmr-773	271	4	2012	2012	NUM
ahmr-773	271	5	:	:	PUNCT
ahmr-773	271	6	2	2	NUM
ahmr-773	271	7	)	)	PUNCT
ahmr-773	271	8	points	point	VERB
ahmr-773	271	9	out	out	ADP
ahmr-773	271	10	and	and	CCONJ
ahmr-773	271	11	as	as	SCONJ
ahmr-773	271	12	found	find	VERB
ahmr-773	271	13	in	in	ADP
ahmr-773	271	14	the	the	DET
ahmr-773	271	15	study	study	NOUN
ahmr-773	271	16	,	,	PUNCT
ahmr-773	271	17	remittances	remittance	NOUN
ahmr-773	271	18	from	from	ADP
ahmr-773	271	19	migrants	migrant	NOUN
ahmr-773	271	20	are	be	AUX
ahmr-773	271	21	used	use	VERB
ahmr-773	271	22	to	to	PART
ahmr-773	271	23	hedge	hedge	VERB
ahmr-773	271	24	against	against	ADP
ahmr-773	271	25	other	other	ADJ
ahmr-773	271	26	activities	activity	NOUN
ahmr-773	271	27	failing	fail	VERB
ahmr-773	271	28	,	,	PUNCT
ahmr-773	271	29	to	to	PART
ahmr-773	271	30	cover	cover	VERB
ahmr-773	271	31	the	the	DET
ahmr-773	271	32	basic	basic	ADJ
ahmr-773	271	33	costs	cost	NOUN
ahmr-773	271	34	of	of	ADP
ahmr-773	271	35	everyday	everyday	ADJ
ahmr-773	271	36	life	life	NOUN
ahmr-773	271	37	(	(	PUNCT
ahmr-773	271	38	food	food	NOUN
ahmr-773	271	39	,	,	PUNCT
ahmr-773	271	40	clothing	clothing	NOUN
ahmr-773	271	41	,	,	PUNCT
ahmr-773	271	42	education	education	NOUN
ahmr-773	271	43	and	and	CCONJ
ahmr-773	271	44	health	health	NOUN
ahmr-773	271	45	)	)	PUNCT
ahmr-773	271	46	,	,	PUNCT
ahmr-773	271	47	or	or	CCONJ
ahmr-773	271	48	to	to	PART
ahmr-773	271	49	invest	invest	VERB
ahmr-773	271	50	in	in	ADP
ahmr-773	271	51	some	some	DET
ahmr-773	271	52	new	new	ADJ
ahmr-773	271	53	project	project	NOUN
ahmr-773	271	54	such	such	ADJ
ahmr-773	271	55	as	as	ADP
ahmr-773	271	56	a	a	DET
ahmr-773	271	57	house	house	NOUN
ahmr-773	271	58	,	,	PUNCT
ahmr-773	271	59	land	land	NOUN
ahmr-773	271	60	or	or	CCONJ
ahmr-773	271	61	small	small	ADJ
ahmr-773	271	62	business	business	NOUN
ahmr-773	271	63	.	.	PUNCT
ahmr-773	272	1	recommendations	recommendation	NOUN
ahmr-773	272	2	this	this	DET
ahmr-773	272	3	study	study	NOUN
ahmr-773	272	4	’s	’s	PART
ahmr-773	272	5	findings	finding	NOUN
ahmr-773	272	6	raise	raise	VERB
ahmr-773	272	7	a	a	DET
ahmr-773	272	8	number	number	NOUN
ahmr-773	272	9	of	of	ADP
ahmr-773	272	10	policy	policy	NOUN
ahmr-773	272	11	issues	issue	NOUN
ahmr-773	272	12	related	relate	VERB
ahmr-773	272	13	to	to	ADP
ahmr-773	272	14	internal	internal	ADJ
ahmr-773	272	15	migration	migration	NOUN
ahmr-773	272	16	,	,	PUNCT
ahmr-773	272	17	remittances	remittance	NOUN
ahmr-773	272	18	and	and	CCONJ
ahmr-773	272	19	welfare	welfare	NOUN
ahmr-773	272	20	in	in	ADP
ahmr-773	272	21	ghana	ghana	PROPN
ahmr-773	272	22	.	.	PUNCT
ahmr-773	273	1	the	the	DET
ahmr-773	273	2	need	need	NOUN
ahmr-773	273	3	for	for	SCONJ
ahmr-773	273	4	policies	policy	NOUN
ahmr-773	273	5	to	to	PART
ahmr-773	273	6	address	address	VERB
ahmr-773	273	7	challenges	challenge	NOUN
ahmr-773	273	8	faced	face	VERB
ahmr-773	273	9	by	by	ADP
ahmr-773	273	10	internal	internal	ADJ
ahmr-773	273	11	migrants	migrant	NOUN
ahmr-773	273	12	:	:	PUNCT
ahmr-773	273	13	first	first	ADV
ahmr-773	273	14	,	,	PUNCT
ahmr-773	273	15	the	the	DET
ahmr-773	273	16	findings	finding	NOUN
ahmr-773	273	17	show	show	VERB
ahmr-773	273	18	that	that	SCONJ
ahmr-773	273	19	many	many	ADJ
ahmr-773	273	20	of	of	ADP
ahmr-773	273	21	the	the	DET
ahmr-773	273	22	people	people	NOUN
ahmr-773	273	23	who	who	PRON
ahmr-773	273	24	move	move	VERB
ahmr-773	273	25	out	out	ADP
ahmr-773	273	26	of	of	ADP
ahmr-773	273	27	the	the	DET
ahmr-773	273	28	municipality	municipality	NOUN
ahmr-773	273	29	are	be	AUX
ahmr-773	273	30	driven	drive	VERB
ahmr-773	273	31	by	by	ADP
ahmr-773	273	32	lack	lack	NOUN
ahmr-773	273	33	of	of	ADP
ahmr-773	273	34	jobs	job	NOUN
ahmr-773	273	35	,	,	PUNCT
ahmr-773	273	36	which	which	PRON
ahmr-773	273	37	is	be	AUX
ahmr-773	273	38	a	a	DET
ahmr-773	273	39	result	result	NOUN
ahmr-773	273	40	of	of	ADP
ahmr-773	273	41	spatial	spatial	ADJ
ahmr-773	273	42	inequalities	inequality	NOUN
ahmr-773	273	43	in	in	ADP
ahmr-773	273	44	development	development	NOUN
ahmr-773	273	45	in	in	ADP
ahmr-773	273	46	ghana	ghana	PROPN
ahmr-773	273	47	(	(	PUNCT
ahmr-773	273	48	songsore	songsore	NOUN
ahmr-773	273	49	,	,	PUNCT
ahmr-773	273	50	2009	2009	NUM
ahmr-773	273	51	)	)	PUNCT
ahmr-773	273	52	.	.	PUNCT
ahmr-773	274	1	the	the	DET
ahmr-773	274	2	implication	implication	NOUN
ahmr-773	274	3	of	of	ADP
ahmr-773	274	4	this	this	PRON
ahmr-773	274	5	is	be	AUX
ahmr-773	274	6	that	that	PRON
ahmr-773	274	7	current	current	ADJ
ahmr-773	274	8	ahmr	ahmr	NOUN
ahmr-773	274	9	,	,	PUNCT
ahmr-773	274	10	vol.2	vol.2	PROPN
ahmr-773	274	11	no3	no3	PROPN
ahmr-773	274	12	,	,	PUNCT
ahmr-773	274	13	september	september	PROPN
ahmr-773	274	14	-	-	PUNCT
ahmr-773	274	15	december	december	PROPN
ahmr-773	274	16	2016	2016	NUM
ahmr-773	274	17	589	589	NUM
ahmr-773	274	18	policies	policy	NOUN
ahmr-773	274	19	and	and	CCONJ
ahmr-773	274	20	programs	program	NOUN
ahmr-773	274	21	aimed	aim	VERB
ahmr-773	274	22	at	at	ADP
ahmr-773	274	23	discouraging	discourage	VERB
ahmr-773	274	24	internal	internal	ADJ
ahmr-773	274	25	migration	migration	NOUN
ahmr-773	274	26	,	,	PUNCT
ahmr-773	274	27	particularly	particularly	ADV
ahmr-773	274	28	to	to	ADP
ahmr-773	274	29	the	the	DET
ahmr-773	274	30	urban	urban	ADJ
ahmr-773	274	31	centres	centre	NOUN
ahmr-773	274	32	,	,	PUNCT
ahmr-773	274	33	are	be	AUX
ahmr-773	274	34	bound	bind	VERB
ahmr-773	274	35	to	to	PART
ahmr-773	274	36	fail	fail	VERB
ahmr-773	274	37	unless	unless	SCONJ
ahmr-773	274	38	spatial	spatial	ADJ
ahmr-773	274	39	inequalities	inequality	NOUN
ahmr-773	274	40	in	in	ADP
ahmr-773	274	41	development	development	NOUN
ahmr-773	274	42	are	be	AUX
ahmr-773	274	43	addressed	address	VERB
ahmr-773	274	44	(	(	PUNCT
ahmr-773	274	45	awumbila	awumbila	PROPN
ahmr-773	274	46	et	et	PROPN
ahmr-773	274	47	al	al	PROPN
ahmr-773	274	48	,	,	PUNCT
ahmr-773	274	49	2014	2014	NUM
ahmr-773	274	50	)	)	PUNCT
ahmr-773	274	51	.	.	PUNCT
ahmr-773	275	1	therefore	therefore	ADV
ahmr-773	275	2	,	,	PUNCT
ahmr-773	275	3	it	it	PRON
ahmr-773	275	4	is	be	AUX
ahmr-773	275	5	imperative	imperative	ADJ
ahmr-773	275	6	for	for	SCONJ
ahmr-773	275	7	the	the	DET
ahmr-773	275	8	government	government	NOUN
ahmr-773	275	9	to	to	PART
ahmr-773	275	10	look	look	VERB
ahmr-773	275	11	at	at	ADP
ahmr-773	275	12	the	the	DET
ahmr-773	275	13	potential	potential	NOUN
ahmr-773	275	14	that	that	SCONJ
ahmr-773	275	15	internal	internal	ADJ
ahmr-773	275	16	migration	migration	NOUN
ahmr-773	275	17	presents	present	NOUN
ahmr-773	275	18	for	for	ADP
ahmr-773	275	19	the	the	DET
ahmr-773	275	20	majority	majority	NOUN
ahmr-773	275	21	of	of	ADP
ahmr-773	275	22	the	the	DET
ahmr-773	275	23	rural	rural	ADJ
ahmr-773	275	24	migrants	migrant	NOUN
ahmr-773	275	25	to	to	PART
ahmr-773	275	26	move	move	VERB
ahmr-773	275	27	out	out	ADP
ahmr-773	275	28	of	of	ADP
ahmr-773	275	29	poverty	poverty	NOUN
ahmr-773	275	30	and	and	CCONJ
ahmr-773	275	31	fashion	fashion	NOUN
ahmr-773	275	32	out	out	ADP
ahmr-773	275	33	policies	policy	NOUN
ahmr-773	275	34	that	that	PRON
ahmr-773	275	35	will	will	AUX
ahmr-773	275	36	minimise	minimise	VERB
ahmr-773	275	37	the	the	DET
ahmr-773	275	38	risks	risk	NOUN
ahmr-773	275	39	faced	face	VERB
ahmr-773	275	40	by	by	ADP
ahmr-773	275	41	these	these	DET
ahmr-773	275	42	migrants	migrant	NOUN
ahmr-773	275	43	.	.	PUNCT
ahmr-773	276	1	the	the	DET
ahmr-773	276	2	need	need	NOUN
ahmr-773	276	3	for	for	ADP
ahmr-773	276	4	migrants	migrant	NOUN
ahmr-773	276	5	’	'	PUNCT
ahmr-773	276	6	remittance	remittance	NOUN
ahmr-773	276	7	management	management	NOUN
ahmr-773	276	8	:	:	PUNCT
ahmr-773	276	9	the	the	DET
ahmr-773	276	10	study	study	NOUN
ahmr-773	276	11	findings	finding	NOUN
ahmr-773	276	12	also	also	ADV
ahmr-773	276	13	highlight	highlight	VERB
ahmr-773	276	14	the	the	DET
ahmr-773	276	15	need	need	NOUN
ahmr-773	276	16	for	for	ADP
ahmr-773	276	17	remittance	remittance	NOUN
ahmr-773	276	18	management	management	NOUN
ahmr-773	276	19	in	in	ADP
ahmr-773	276	20	ghana	ghana	PROPN
ahmr-773	276	21	for	for	ADP
ahmr-773	276	22	national	national	ADJ
ahmr-773	276	23	development	development	NOUN
ahmr-773	276	24	.	.	PUNCT
ahmr-773	277	1	the	the	DET
ahmr-773	277	2	development	development	NOUN
ahmr-773	277	3	of	of	ADP
ahmr-773	277	4	migrant	migrant	ADJ
ahmr-773	277	5	sending	send	VERB
ahmr-773	277	6	areas	area	NOUN
ahmr-773	277	7	can	can	AUX
ahmr-773	277	8	generally	generally	ADV
ahmr-773	277	9	be	be	AUX
ahmr-773	277	10	achieved	achieve	VERB
ahmr-773	277	11	through	through	ADP
ahmr-773	277	12	remittances	remittance	NOUN
ahmr-773	277	13	and	and	CCONJ
ahmr-773	277	14	investments	investment	NOUN
ahmr-773	277	15	by	by	ADP
ahmr-773	277	16	migrants	migrant	NOUN
ahmr-773	277	17	when	when	SCONJ
ahmr-773	277	18	remittances	remittance	NOUN
ahmr-773	277	19	are	be	AUX
ahmr-773	277	20	properly	properly	ADV
ahmr-773	277	21	managed	manage	VERB
ahmr-773	277	22	.	.	PUNCT
ahmr-773	278	1	as	as	ADP
ahmr-773	278	2	ajaero	ajaero	NOUN
ahmr-773	278	3	and	and	CCONJ
ahmr-773	278	4	onokala	onokala	NOUN
ahmr-773	278	5	(	(	PUNCT
ahmr-773	278	6	2013	2013	NUM
ahmr-773	278	7	)	)	PUNCT
ahmr-773	278	8	argue	argue	VERB
ahmr-773	278	9	,	,	PUNCT
ahmr-773	278	10	migrants	migrant	NOUN
ahmr-773	278	11	’	'	PUNCT
ahmr-773	278	12	remittances	remittance	NOUN
ahmr-773	278	13	and	and	CCONJ
ahmr-773	278	14	the	the	DET
ahmr-773	278	15	income	income	NOUN
ahmr-773	278	16	multipliers	multiplier	NOUN
ahmr-773	278	17	they	they	PRON
ahmr-773	278	18	create	create	VERB
ahmr-773	278	19	are	be	AUX
ahmr-773	278	20	critical	critical	ADJ
ahmr-773	278	21	resources	resource	NOUN
ahmr-773	278	22	for	for	ADP
ahmr-773	278	23	the	the	DET
ahmr-773	278	24	sustenance	sustenance	NOUN
ahmr-773	278	25	strategies	strategy	NOUN
ahmr-773	278	26	of	of	ADP
ahmr-773	278	27	receiving	receive	VERB
ahmr-773	278	28	households	household	NOUN
ahmr-773	278	29	as	as	ADV
ahmr-773	278	30	well	well	ADV
ahmr-773	278	31	as	as	ADP
ahmr-773	278	32	agents	agent	NOUN
ahmr-773	278	33	of	of	ADP
ahmr-773	278	34	regional	regional	ADJ
ahmr-773	278	35	and	and	CCONJ
ahmr-773	278	36	national	national	ADJ
ahmr-773	278	37	development	development	NOUN
ahmr-773	278	38	.	.	PUNCT
ahmr-773	279	1	the	the	DET
ahmr-773	279	2	study	study	NOUN
ahmr-773	279	3	findings	finding	NOUN
ahmr-773	279	4	indicate	indicate	VERB
ahmr-773	279	5	that	that	SCONJ
ahmr-773	279	6	a	a	DET
ahmr-773	279	7	greater	great	ADJ
ahmr-773	279	8	share	share	NOUN
ahmr-773	279	9	of	of	ADP
ahmr-773	279	10	remittances	remittance	NOUN
ahmr-773	279	11	is	be	AUX
ahmr-773	279	12	sent	send	VERB
ahmr-773	279	13	through	through	ADP
ahmr-773	279	14	informal	informal	ADJ
ahmr-773	279	15	channels	channel	NOUN
ahmr-773	279	16	,	,	PUNCT
ahmr-773	279	17	which	which	PRON
ahmr-773	279	18	implies	imply	VERB
ahmr-773	279	19	that	that	SCONJ
ahmr-773	279	20	people	people	NOUN
ahmr-773	279	21	engaging	engage	VERB
ahmr-773	279	22	in	in	ADP
ahmr-773	279	23	this	this	DET
ahmr-773	279	24	practice	practice	NOUN
ahmr-773	279	25	evade	evade	NOUN
ahmr-773	279	26	taxes	taxis	NOUN
ahmr-773	279	27	.	.	PUNCT
ahmr-773	280	1	it	it	PRON
ahmr-773	280	2	is	be	AUX
ahmr-773	280	3	imperative	imperative	ADJ
ahmr-773	280	4	for	for	SCONJ
ahmr-773	280	5	ghana	ghana	PROPN
ahmr-773	280	6	revenue	revenue	NOUN
ahmr-773	280	7	authorities	authority	NOUN
ahmr-773	280	8	to	to	PART
ahmr-773	280	9	devise	devise	VERB
ahmr-773	280	10	strategies	strategy	NOUN
ahmr-773	280	11	to	to	PART
ahmr-773	280	12	check	check	VERB
ahmr-773	280	13	and	and	CCONJ
ahmr-773	280	14	formalise	formalise	VERB
ahmr-773	280	15	the	the	DET
ahmr-773	280	16	operations	operation	NOUN
ahmr-773	280	17	of	of	ADP
ahmr-773	280	18	informal	informal	ADJ
ahmr-773	280	19	money	money	NOUN
ahmr-773	280	20	transfer	transfer	NOUN
ahmr-773	280	21	agents	agent	NOUN
ahmr-773	280	22	in	in	ADP
ahmr-773	280	23	order	order	NOUN
ahmr-773	280	24	to	to	PART
ahmr-773	280	25	be	be	AUX
ahmr-773	280	26	able	able	ADJ
ahmr-773	280	27	to	to	PART
ahmr-773	280	28	tax	tax	VERB
ahmr-773	280	29	them	they	PRON
ahmr-773	280	30	so	so	SCONJ
ahmr-773	280	31	that	that	SCONJ
ahmr-773	280	32	dormaa	dormaa	ADJ
ahmr-773	280	33	municipality	municipality	NOUN
ahmr-773	280	34	in	in	ADP
ahmr-773	280	35	particular	particular	ADJ
ahmr-773	280	36	and	and	CCONJ
ahmr-773	280	37	ghana	ghana	PROPN
ahmr-773	280	38	as	as	ADP
ahmr-773	280	39	a	a	DET
ahmr-773	280	40	whole	whole	NOUN
ahmr-773	280	41	will	will	AUX
ahmr-773	280	42	benefit	benefit	VERB
ahmr-773	280	43	fully	fully	ADV
ahmr-773	280	44	from	from	ADP
ahmr-773	280	45	remittances	remittance	NOUN
ahmr-773	280	46	.	.	PUNCT
ahmr-773	281	1	the	the	DET
ahmr-773	281	2	need	need	NOUN
ahmr-773	281	3	for	for	ADP
ahmr-773	281	4	remittances	remittance	NOUN
ahmr-773	281	5	policy	policy	NOUN
ahmr-773	281	6	:	:	PUNCT
ahmr-773	281	7	the	the	DET
ahmr-773	281	8	findings	finding	NOUN
ahmr-773	281	9	again	again	ADV
ahmr-773	281	10	highlight	highlight	VERB
ahmr-773	281	11	the	the	DET
ahmr-773	281	12	need	need	NOUN
ahmr-773	281	13	to	to	PART
ahmr-773	281	14	initiate	initiate	VERB
ahmr-773	281	15	policies	policy	NOUN
ahmr-773	281	16	on	on	ADP
ahmr-773	281	17	remittance	remittance	NOUN
ahmr-773	281	18	management	management	NOUN
ahmr-773	281	19	in	in	ADP
ahmr-773	281	20	ghana	ghana	PROPN
ahmr-773	281	21	through	through	ADP
ahmr-773	281	22	collaboration	collaboration	NOUN
ahmr-773	281	23	with	with	ADP
ahmr-773	281	24	banks	bank	NOUN
ahmr-773	281	25	and	and	CCONJ
ahmr-773	281	26	other	other	ADJ
ahmr-773	281	27	private	private	ADJ
ahmr-773	281	28	agencies	agency	NOUN
ahmr-773	281	29	.	.	PUNCT
ahmr-773	282	1	this	this	PRON
ahmr-773	282	2	could	could	AUX
ahmr-773	282	3	be	be	AUX
ahmr-773	282	4	achieved	achieve	VERB
ahmr-773	282	5	by	by	ADP
ahmr-773	282	6	introducing	introduce	VERB
ahmr-773	282	7	new	new	ADJ
ahmr-773	282	8	schemes	scheme	NOUN
ahmr-773	282	9	for	for	ADP
ahmr-773	282	10	migrant	migrant	ADJ
ahmr-773	282	11	workers	worker	NOUN
ahmr-773	282	12	and	and	CCONJ
ahmr-773	282	13	family	family	NOUN
ahmr-773	282	14	members	member	NOUN
ahmr-773	282	15	by	by	ADP
ahmr-773	282	16	banks	bank	NOUN
ahmr-773	282	17	and	and	CCONJ
ahmr-773	282	18	other	other	ADJ
ahmr-773	282	19	financial	financial	ADJ
ahmr-773	282	20	institutions	institution	NOUN
ahmr-773	282	21	,	,	PUNCT
ahmr-773	282	22	by	by	ADP
ahmr-773	282	23	building	build	VERB
ahmr-773	282	24	strong	strong	ADJ
ahmr-773	282	25	partnerships	partnership	NOUN
ahmr-773	282	26	between	between	ADP
ahmr-773	282	27	money	money	NOUN
ahmr-773	282	28	transfer	transfer	NOUN
ahmr-773	282	29	operators	operator	NOUN
ahmr-773	282	30	/	/	SYM
ahmr-773	282	31	banks	bank	NOUN
ahmr-773	282	32	/	/	SYM
ahmr-773	282	33	micro	micro	NOUN
ahmr-773	282	34	-	-	NOUN
ahmr-773	282	35	finance	finance	ADJ
ahmr-773	282	36	institutions	institution	NOUN
ahmr-773	282	37	on	on	ADP
ahmr-773	282	38	the	the	DET
ahmr-773	282	39	sending	send	VERB
ahmr-773	282	40	side	side	NOUN
ahmr-773	282	41	and	and	CCONJ
ahmr-773	282	42	the	the	DET
ahmr-773	282	43	receiving	receive	VERB
ahmr-773	282	44	side	side	NOUN
ahmr-773	282	45	.	.	PUNCT
ahmr-773	283	1	this	this	PRON
ahmr-773	283	2	will	will	AUX
ahmr-773	283	3	create	create	VERB
ahmr-773	283	4	opportunities	opportunity	NOUN
ahmr-773	283	5	for	for	ADP
ahmr-773	283	6	both	both	DET
ahmr-773	283	7	remitters	remitter	NOUN
ahmr-773	283	8	/	/	SYM
ahmr-773	283	9	senders	sender	NOUN
ahmr-773	283	10	and	and	CCONJ
ahmr-773	283	11	receivers	receiver	NOUN
ahmr-773	283	12	to	to	PART
ahmr-773	283	13	be	be	AUX
ahmr-773	283	14	banked	bank	VERB
ahmr-773	283	15	.	.	PUNCT
ahmr-773	284	1	this	this	PRON
ahmr-773	284	2	requires	require	VERB
ahmr-773	284	3	the	the	DET
ahmr-773	284	4	establishment	establishment	NOUN
ahmr-773	284	5	of	of	ADP
ahmr-773	284	6	a	a	DET
ahmr-773	284	7	remittance	remittance	NOUN
ahmr-773	284	8	management	management	NOUN
ahmr-773	284	9	wing	wing	NOUN
ahmr-773	284	10	in	in	ADP
ahmr-773	284	11	different	different	ADJ
ahmr-773	284	12	banks	bank	NOUN
ahmr-773	284	13	under	under	ADP
ahmr-773	284	14	the	the	DET
ahmr-773	284	15	supervision	supervision	NOUN
ahmr-773	284	16	and	and	CCONJ
ahmr-773	284	17	guidance	guidance	NOUN
ahmr-773	284	18	of	of	ADP
ahmr-773	284	19	the	the	DET
ahmr-773	284	20	bank	bank	NOUN
ahmr-773	284	21	of	of	ADP
ahmr-773	284	22	ghana	ghana	PROPN
ahmr-773	284	23	.	.	PUNCT
ahmr-773	285	1	ahmr	ahmr	NOUN
ahmr-773	285	2	,	,	PUNCT
ahmr-773	285	3	vol.2	vol.2	PROPN
ahmr-773	285	4	no3	no3	PROPN
ahmr-773	285	5	,	,	PUNCT
ahmr-773	285	6	september	september	PROPN
ahmr-773	285	7	-	-	PUNCT
ahmr-773	285	8	december	december	PROPN
ahmr-773	285	9	2016	2016	NUM
ahmr-773	285	10	590	590	NUM
ahmr-773	285	11	references	reference	NOUN
ahmr-773	285	12	abdul	abdul	PROPN
ahmr-773	285	13	-	-	PUNCT
ahmr-773	285	14	korah	korah	PROPN
ahmr-773	285	15	,	,	PUNCT
ahmr-773	285	16	g.b	g.b	PROPN
ahmr-773	285	17	.	.	PROPN
ahmr-773	285	18	2011	2011	NUM
ahmr-773	285	19	.	.	PUNCT
ahmr-773	286	1	now	now	ADV
ahmr-773	286	2	if	if	SCONJ
ahmr-773	286	3	you	you	PRON
ahmr-773	286	4	have	have	VERB
ahmr-773	286	5	sons	son	NOUN
ahmr-773	286	6	you	you	PRON
ahmr-773	286	7	are	be	AUX
ahmr-773	286	8	dead	dead	ADJ
ahmr-773	286	9	:	:	PUNCT
ahmr-773	286	10	migration	migration	NOUN
ahmr-773	286	11	,	,	PUNCT
ahmr-773	286	12	gender	gender	NOUN
ahmr-773	286	13	and	and	CCONJ
ahmr-773	286	14	family	family	NOUN
ahmr-773	286	15	economy	economy	NOUN
ahmr-773	286	16	in	in	ADP
ahmr-773	286	17	twentieth	twentieth	ADJ
ahmr-773	286	18	century	century	NOUN
ahmr-773	286	19	north	north	NOUN
ahmr-773	286	20	-	-	PUNCT
ahmr-773	286	21	western	western	ADJ
ahmr-773	286	22	ghana	ghana	PROPN
ahmr-773	286	23	.	.	PUNCT
ahmr-773	287	1	journal	journal	PROPN
ahmr-773	287	2	of	of	ADP
ahmr-773	287	3	asian	asian	ADJ
ahmr-773	287	4	and	and	CCONJ
ahmr-773	287	5	african	african	ADJ
ahmr-773	287	6	studies	study	NOUN
ahmr-773	287	7	,	,	PUNCT
ahmr-773	287	8	18(4	18(4	NUM
ahmr-773	287	9	):	):	PUNCT
ahmr-773	287	10	390	390	NUM
ahmr-773	287	11	-	-	SYM
ahmr-773	287	12	403	403	NUM
ahmr-773	287	13	.	.	PUNCT
ahmr-773	288	1	ackah	ackah	PROPN
ahmr-773	288	2	,	,	PUNCT
ahmr-773	288	3	c.	c.	PROPN
ahmr-773	288	4	and	and	CCONJ
ahmr-773	288	5	medvedev	medvedev	PROPN
ahmr-773	288	6	,	,	PUNCT
ahmr-773	288	7	d.	d.	PROPN
ahmr-773	288	8	2010	2010	NUM
ahmr-773	288	9	.	.	PUNCT
ahmr-773	289	1	internal	internal	ADJ
ahmr-773	289	2	migration	migration	NOUN
ahmr-773	289	3	in	in	ADP
ahmr-773	289	4	ghana	ghana	PROPN
ahmr-773	289	5	:	:	PUNCT
ahmr-773	289	6	determinants	determinant	NOUN
ahmr-773	289	7	and	and	CCONJ
ahmr-773	289	8	welfare	welfare	NOUN
ahmr-773	289	9	impacts	impact	NOUN
ahmr-773	289	10	.	.	PUNCT
ahmr-773	290	1	world	world	PROPN
ahmr-773	290	2	bank	bank	PROPN
ahmr-773	290	3	policy	policy	NOUN
ahmr-773	290	4	research	research	NOUN
ahmr-773	290	5	working	working	NOUN
ahmr-773	290	6	paper	paper	NOUN
ahmr-773	290	7	,	,	PUNCT
ahmr-773	290	8	wps5273	wps5273	NOUN
ahmr-773	290	9	,	,	PUNCT
ahmr-773	290	10	washington	washington	PROPN
ahmr-773	290	11	,	,	PUNCT
ahmr-773	290	12	dc	dc	PROPN
ahmr-773	290	13	:	:	PUNCT
ahmr-773	290	14	the	the	DET
ahmr-773	290	15	world	world	PROPN
ahmr-773	290	16	bank	bank	PROPN
ahmr-773	290	17	.	.	PUNCT
ahmr-773	291	1	adams	adams	PROPN
ahmr-773	291	2	,	,	PUNCT
ahmr-773	291	3	r.h	r.h	PROPN
ahmr-773	291	4	.	.	PROPN
ahmr-773	291	5	2011	2011	NUM
ahmr-773	291	6	.	.	PUNCT
ahmr-773	292	1	evaluating	evaluate	VERB
ahmr-773	292	2	the	the	DET
ahmr-773	292	3	economic	economic	ADJ
ahmr-773	292	4	impact	impact	NOUN
ahmr-773	292	5	of	of	ADP
ahmr-773	292	6	international	international	ADJ
ahmr-773	292	7	remittances	remittance	NOUN
ahmr-773	292	8	on	on	ADP
ahmr-773	292	9	developing	develop	VERB
ahmr-773	292	10	countries	country	NOUN
ahmr-773	292	11	using	use	VERB
ahmr-773	292	12	household	household	NOUN
ahmr-773	292	13	surveys	survey	NOUN
ahmr-773	292	14	:	:	PUNCT
ahmr-773	292	15	a	a	DET
ahmr-773	292	16	literature	literature	PROPN
ahmr-773	292	17	review	review	NOUN
ahmr-773	292	18	.	.	PUNCT
ahmr-773	293	1	journal	journal	PROPN
ahmr-773	293	2	of	of	ADP
ahmr-773	293	3	development	development	NOUN
ahmr-773	293	4	studies	study	NOUN
ahmr-773	293	5	,	,	PUNCT
ahmr-773	293	6	47(6	47(6	NUM
ahmr-773	293	7	):	):	PUNCT
ahmr-773	293	8	809–828	809–828	NUM
ahmr-773	293	9	.	.	PUNCT
ahmr-773	294	1	adams	adams	PROPN
ahmr-773	294	2	,	,	PUNCT
ahmr-773	294	3	r.h	r.h	PROPN
ahmr-773	294	4	.	.	PROPN
ahmr-773	294	5	2006	2006	NUM
ahmr-773	294	6	.	.	PUNCT
ahmr-773	295	1	remittances	remittance	NOUN
ahmr-773	295	2	and	and	CCONJ
ahmr-773	295	3	poverty	poverty	NOUN
ahmr-773	295	4	in	in	ADP
ahmr-773	295	5	ghana	ghana	PROPN
ahmr-773	295	6	.	.	PUNCT
ahmr-773	296	1	world	world	PROPN
ahmr-773	296	2	bank	bank	PROPN
ahmr-773	296	3	policy	policy	NOUN
ahmr-773	296	4	research	research	NOUN
ahmr-773	296	5	working	working	NOUN
ahmr-773	296	6	paper	paper	NOUN
ahmr-773	296	7	no	no	NOUN
ahmr-773	296	8	.	.	PROPN
ahmr-773	296	9	3838	3838	NUM
ahmr-773	297	1	,	,	PUNCT
ahmr-773	297	2	washington	washington	PROPN
ahmr-773	297	3	dc	dc	PROPN
ahmr-773	297	4	:	:	PUNCT
ahmr-773	297	5	the	the	DET
ahmr-773	297	6	world	world	PROPN
ahmr-773	297	7	bank	bank	PROPN
ahmr-773	297	8	.	.	PUNCT
ahmr-773	298	1	adams	adams	PROPN
ahmr-773	298	2	,	,	PUNCT
ahmr-773	298	3	r.h	r.h	PROPN
ahmr-773	298	4	.	.	PROPN
ahmr-773	298	5	2005	2005	NUM
ahmr-773	298	6	.	.	PUNCT
ahmr-773	299	1	remittances	remittance	NOUN
ahmr-773	299	2	,	,	PUNCT
ahmr-773	299	3	household	household	NOUN
ahmr-773	299	4	expenditure	expenditure	NOUN
ahmr-773	299	5	and	and	CCONJ
ahmr-773	299	6	investment	investment	NOUN
ahmr-773	299	7	in	in	ADP
ahmr-773	299	8	guatemala	guatemala	PROPN
ahmr-773	299	9	.	.	PUNCT
ahmr-773	300	1	world	world	PROPN
ahmr-773	300	2	bank	bank	PROPN
ahmr-773	300	3	policy	policy	NOUN
ahmr-773	300	4	research	research	NOUN
ahmr-773	300	5	working	working	NOUN
ahmr-773	300	6	paper	paper	NOUN
ahmr-773	300	7	series	series	PROPN
ahmr-773	300	8	no	no	NOUN
ahmr-773	300	9	.	.	PROPN
ahmr-773	300	10	3532	3532	NUM
ahmr-773	300	11	,	,	PUNCT
ahmr-773	300	12	washington	washington	PROPN
ahmr-773	300	13	dc	dc	PROPN
ahmr-773	300	14	:	:	PUNCT
ahmr-773	300	15	the	the	DET
ahmr-773	300	16	world	world	PROPN
ahmr-773	300	17	bank	bank	PROPN
ahmr-773	300	18	.	.	PUNCT
ahmr-773	301	1	adarkwa	adarkwa	PROPN
ahmr-773	301	2	,	,	PUNCT
ahmr-773	301	3	a.	a.	NOUN
ahmr-773	301	4	2015	2015	NUM
ahmr-773	301	5	.	.	PUNCT
ahmr-773	302	1	impact	impact	NOUN
ahmr-773	302	2	of	of	ADP
ahmr-773	302	3	remittances	remittance	NOUN
ahmr-773	302	4	on	on	ADP
ahmr-773	302	5	economic	economic	ADJ
ahmr-773	302	6	growth	growth	NOUN
ahmr-773	302	7	:	:	PUNCT
ahmr-773	302	8	evidence	evidence	NOUN
ahmr-773	302	9	from	from	ADP
ahmr-773	302	10	selected	select	VERB
ahmr-773	302	11	west	west	ADJ
ahmr-773	302	12	african	african	ADJ
ahmr-773	302	13	countries	country	NOUN
ahmr-773	302	14	(	(	PUNCT
ahmr-773	302	15	cameroon	cameroon	PROPN
ahmr-773	302	16	,	,	PUNCT
ahmr-773	302	17	cape	cape	NOUN
ahmr-773	302	18	verde	verde	NOUN
ahmr-773	302	19	,	,	PUNCT
ahmr-773	302	20	nigeria	nigeria	PROPN
ahmr-773	302	21	&	&	CCONJ
ahmr-773	302	22	senegal	senegal	PROPN
ahmr-773	302	23	)	)	PUNCT
ahmr-773	302	24	.	.	PUNCT
ahmr-773	303	1	african	african	ADJ
ahmr-773	303	2	human	human	ADJ
ahmr-773	303	3	mobility	mobility	PROPN
ahmr-773	303	4	review	review	PROPN
ahmr-773	303	5	(	(	PUNCT
ahmr-773	303	6	ahmr	ahmr	NOUN
ahmr-773	303	7	)	)	PUNCT
ahmr-773	303	8	,	,	PUNCT
ahmr-773	303	9	1(2	1(2	NUM
ahmr-773	303	10	):	):	PUNCT
ahmr-773	303	11	154	154	NUM
ahmr-773	303	12	-	-	SYM
ahmr-773	303	13	177	177	NUM
ahmr-773	303	14	.	.	PUNCT
ahmr-773	304	1	adepoju	adepoju	PROPN
ahmr-773	304	2	,	,	PUNCT
ahmr-773	304	3	a.	a.	NOUN
ahmr-773	304	4	2005	2005	NUM
ahmr-773	304	5	.	.	PUNCT
ahmr-773	305	1	patterns	pattern	NOUN
ahmr-773	305	2	of	of	ADP
ahmr-773	305	3	migration	migration	NOUN
ahmr-773	305	4	in	in	ADP
ahmr-773	305	5	west	west	PROPN
ahmr-773	305	6	africa	africa	PROPN
ahmr-773	305	7	.	.	PUNCT
ahmr-773	306	1	in	in	ADP
ahmr-773	306	2	:	:	PUNCT
ahmr-773	306	3	manuh	manuh	NOUN
ahmr-773	306	4	,	,	PUNCT
ahmr-773	306	5	t.	t.	PROPN
ahmr-773	306	6	(	(	PUNCT
ahmr-773	306	7	ed	ed	NOUN
ahmr-773	306	8	.	.	PUNCT
ahmr-773	306	9	)	)	PUNCT
ahmr-773	306	10	.	.	PUNCT
ahmr-773	307	1	at	at	ADP
ahmr-773	307	2	home	home	NOUN
ahmr-773	307	3	in	in	ADP
ahmr-773	307	4	the	the	DET
ahmr-773	307	5	world	world	NOUN
ahmr-773	307	6	?	?	PUNCT
ahmr-773	308	1	international	international	ADJ
ahmr-773	308	2	migration	migration	NOUN
ahmr-773	308	3	and	and	CCONJ
ahmr-773	308	4	development	development	NOUN
ahmr-773	308	5	in	in	ADP
ahmr-773	308	6	contemporary	contemporary	PROPN
ahmr-773	308	7	ghana	ghana	PROPN
ahmr-773	308	8	and	and	CCONJ
ahmr-773	308	9	west	west	PROPN
ahmr-773	308	10	africa	africa	PROPN
ahmr-773	308	11	.	.	PUNCT
ahmr-773	309	1	accra	accra	PROPN
ahmr-773	309	2	:	:	PUNCT
ahmr-773	309	3	sub	sub	ADJ
ahmr-773	309	4	-	-	ADJ
ahmr-773	309	5	saharan	saharan	ADJ
ahmr-773	309	6	publishers	publisher	NOUN
ahmr-773	309	7	.	.	PUNCT
ahmr-773	310	1	afsar	afsar	PROPN
ahmr-773	310	2	,	,	PUNCT
ahmr-773	310	3	r.	r.	PROPN
ahmr-773	310	4	2003	2003	NUM
ahmr-773	310	5	.	.	PUNCT
ahmr-773	311	1	internal	internal	ADJ
ahmr-773	311	2	migration	migration	NOUN
ahmr-773	311	3	and	and	CCONJ
ahmr-773	311	4	the	the	DET
ahmr-773	311	5	development	development	NOUN
ahmr-773	311	6	nexus	nexus	NOUN
ahmr-773	311	7	:	:	PUNCT
ahmr-773	311	8	the	the	DET
ahmr-773	311	9	case	case	NOUN
ahmr-773	311	10	of	of	ADP
ahmr-773	311	11	bangladesh	bangladesh	NOUN
ahmr-773	311	12	.	.	PUNCT
ahmr-773	312	1	conference	conference	NOUN
ahmr-773	312	2	paper	paper	NOUN
ahmr-773	312	3	from	from	ADP
ahmr-773	312	4	the	the	DET
ahmr-773	312	5	regional	regional	ADJ
ahmr-773	312	6	conference	conference	NOUN
ahmr-773	312	7	on	on	ADP
ahmr-773	312	8	migration	migration	NOUN
ahmr-773	312	9	,	,	PUNCT
ahmr-773	312	10	development	development	NOUN
ahmr-773	312	11	and	and	CCONJ
ahmr-773	312	12	pro	pro	ADJ
ahmr-773	312	13	poor	poor	ADJ
ahmr-773	312	14	policy	policy	NOUN
ahmr-773	312	15	choices	choice	NOUN
ahmr-773	312	16	in	in	ADP
ahmr-773	312	17	asia	asia	PROPN
ahmr-773	312	18	,	,	PUNCT
ahmr-773	312	19	dfid	dfid	PROPN
ahmr-773	312	20	,	,	PUNCT
ahmr-773	312	21	dhaka	dhaka	PROPN
ahmr-773	312	22	.	.	PUNCT
ahmr-773	313	1	ajaero	ajaero	PROPN
ahmr-773	313	2	,	,	PUNCT
ahmr-773	313	3	c.k	c.k	PROPN
ahmr-773	313	4	.	.	PROPN
ahmr-773	313	5	and	and	CCONJ
ahmr-773	313	6	onokala	onokala	PROPN
ahmr-773	313	7	,	,	PUNCT
ahmr-773	313	8	p.c	p.c	PROPN
ahmr-773	313	9	.	.	PROPN
ahmr-773	313	10	2013	2013	NUM
ahmr-773	313	11	.	.	PUNCT
ahmr-773	314	1	the	the	DET
ahmr-773	314	2	effects	effect	NOUN
ahmr-773	314	3	of	of	ADP
ahmr-773	314	4	rural	rural	ADJ
ahmr-773	314	5	-	-	PUNCT
ahmr-773	314	6	urban	urban	ADJ
ahmr-773	314	7	migration	migration	NOUN
ahmr-773	314	8	on	on	ADP
ahmr-773	314	9	rural	rural	ADJ
ahmr-773	314	10	communities	community	NOUN
ahmr-773	314	11	of	of	ADP
ahmr-773	314	12	south	south	ADJ
ahmr-773	314	13	-	-	PUNCT
ahmr-773	314	14	eastern	eastern	PROPN
ahmr-773	314	15	nigeria	nigeria	PROPN
ahmr-773	314	16	.	.	PUNCT
ahmr-773	315	1	department	department	PROPN
ahmr-773	315	2	of	of	ADP
ahmr-773	315	3	geography	geography	PROPN
ahmr-773	315	4	,	,	PUNCT
ahmr-773	315	5	university	university	PROPN
ahmr-773	315	6	of	of	ADP
ahmr-773	315	7	nigeria	nigeria	PROPN
ahmr-773	315	8	.	.	PUNCT
ahmr-773	316	1	nsukka	nsukka	PROPN
ahmr-773	316	2	410001	410001	NUM
ahmr-773	316	3	,	,	PUNCT
ahmr-773	316	4	nigeria	nigeria	PROPN
ahmr-773	316	5	.	.	PUNCT
ahmr-773	317	1	akyeampong	akyeampong	PROPN
ahmr-773	317	2	,	,	PUNCT
ahmr-773	317	3	e.	e.	PROPN
ahmr-773	317	4	2000	2000	NUM
ahmr-773	317	5	.	.	PUNCT
ahmr-773	318	1	africans	african	NOUN
ahmr-773	318	2	in	in	ADP
ahmr-773	318	3	the	the	DET
ahmr-773	318	4	diaspora	diaspora	PROPN
ahmr-773	318	5	:	:	PUNCT
ahmr-773	318	6	the	the	DET
ahmr-773	318	7	diaspora	diaspora	PROPN
ahmr-773	318	8	and	and	CCONJ
ahmr-773	318	9	africa	africa	PROPN
ahmr-773	318	10	,	,	PUNCT
ahmr-773	318	11	african	african	ADJ
ahmr-773	318	12	affairs	affair	NOUN
ahmr-773	318	13	,	,	PUNCT
ahmr-773	318	14	99(395	99(395	PROPN
ahmr-773	318	15	):	):	PUNCT
ahmr-773	318	16	183	183	NUM
ahmr-773	318	17	-	-	SYM
ahmr-773	318	18	215	215	NUM
ahmr-773	318	19	.	.	PUNCT
ahmr-773	319	1	awumbila	awumbila	PROPN
ahmr-773	319	2	,	,	PUNCT
ahmr-773	319	3	m.	m.	NOUN
ahmr-773	319	4	,	,	PUNCT
ahmr-773	319	5	teye	teye	NOUN
ahmr-773	319	6	,	,	PUNCT
ahmr-773	319	7	j.k	j.k	PROPN
ahmr-773	319	8	.	.	PROPN
ahmr-773	319	9	,	,	PUNCT
ahmr-773	319	10	julie	julie	PROPN
ahmr-773	319	11	,	,	PUNCT
ahmr-773	319	12	l.	l.	PROPN
ahmr-773	319	13	,	,	PUNCT
ahmr-773	319	14	boakye	boakye	NOUN
ahmr-773	319	15	-	-	PUNCT
ahmr-773	319	16	yiadom	yiadom	NOUN
ahmr-773	319	17	,	,	PUNCT
ahmr-773	319	18	l.	l.	PROPN
ahmr-773	319	19	,	,	PUNCT
ahmr-773	319	20	priya	priya	PROPN
ahmr-773	319	21	,	,	PUNCT
ahmr-773	319	22	d.	d.	PROPN
ahmr-773	319	23	and	and	CCONJ
ahmr-773	319	24	quartey	quartey	PROPN
ahmr-773	319	25	,	,	PUNCT
ahmr-773	319	26	p.	p.	NOUN
ahmr-773	319	27	2015	2015	NUM
ahmr-773	319	28	.	.	PUNCT
ahmr-773	319	29	are	be	AUX
ahmr-773	319	30	migrant	migrant	ADJ
ahmr-773	319	31	households	household	NOUN
ahmr-773	319	32	better	well	ADV
ahmr-773	319	33	off	off	ADV
ahmr-773	319	34	than	than	ADP
ahmr-773	319	35	non	non	ADJ
ahmr-773	319	36	-	-	ADJ
ahmr-773	319	37	migrant	migrant	ADJ
ahmr-773	319	38	households	household	NOUN
ahmr-773	319	39	?	?	PUNCT
ahmr-773	320	1	evidence	evidence	NOUN
ahmr-773	320	2	from	from	ADP
ahmr-773	320	3	ghana	ghana	PROPN
ahmr-773	320	4	.	.	PUNCT
ahmr-773	321	1	migrating	migrate	VERB
ahmr-773	321	2	out	out	ADP
ahmr-773	321	3	of	of	ADP
ahmr-773	321	4	poverty	poverty	NOUN
ahmr-773	321	5	working	work	VERB
ahmr-773	321	6	paper	paper	PROPN
ahmr-773	321	7	28	28	NUM
ahmr-773	321	8	,	,	PUNCT
ahmr-773	321	9	university	university	NOUN
ahmr-773	321	10	of	of	ADP
ahmr-773	321	11	sussex	sussex	PROPN
ahmr-773	321	12	.	.	PUNCT
ahmr-773	322	1	ahmr	ahmr	NOUN
ahmr-773	322	2	,	,	PUNCT
ahmr-773	322	3	vol.2	vol.2	PROPN
ahmr-773	322	4	no3	no3	PROPN
ahmr-773	322	5	,	,	PUNCT
ahmr-773	322	6	september	september	PROPN
ahmr-773	322	7	-	-	PUNCT
ahmr-773	322	8	december	december	PROPN
ahmr-773	322	9	2016	2016	NUM
ahmr-773	322	10	591	591	NUM
ahmr-773	322	11	awumbila	awumbila	NOUN
ahmr-773	322	12	,	,	PUNCT
ahmr-773	322	13	m.	m.	NOUN
ahmr-773	322	14	,	,	PUNCT
ahmr-773	322	15	owusu	owusu	PROPN
ahmr-773	322	16	,	,	PUNCT
ahmr-773	322	17	g.	g.	PROPN
ahmr-773	322	18	and	and	CCONJ
ahmr-773	322	19	teye	teye	PROPN
ahmr-773	322	20	,	,	PUNCT
ahmr-773	322	21	j.k	j.k	PROPN
ahmr-773	322	22	.	.	PROPN
ahmr-773	322	23	2014	2014	NUM
ahmr-773	322	24	.	.	PUNCT
ahmr-773	323	1	can	can	AUX
ahmr-773	323	2	rural	rural	ADJ
ahmr-773	323	3	-	-	PUNCT
ahmr-773	323	4	urban	urban	ADJ
ahmr-773	323	5	migration	migration	NOUN
ahmr-773	323	6	into	into	ADP
ahmr-773	323	7	slums	slum	NOUN
ahmr-773	323	8	reduce	reduce	VERB
ahmr-773	323	9	poverty	poverty	NOUN
ahmr-773	323	10	?	?	PUNCT
ahmr-773	324	1	evidence	evidence	NOUN
ahmr-773	324	2	from	from	ADP
ahmr-773	324	3	ghana	ghana	PROPN
ahmr-773	324	4	.	.	PUNCT
ahmr-773	325	1	migrating	migrate	VERB
ahmr-773	325	2	out	out	ADP
ahmr-773	325	3	of	of	ADP
ahmr-773	325	4	poverty	poverty	NOUN
ahmr-773	325	5	working	work	VERB
ahmr-773	325	6	paper	paper	NOUN
ahmr-773	325	7	13	13	NUM
ahmr-773	325	8	,	,	PUNCT
ahmr-773	325	9	university	university	NOUN
ahmr-773	325	10	of	of	ADP
ahmr-773	325	11	sussex	sussex	PROPN
ahmr-773	325	12	.	.	PUNCT
ahmr-773	326	1	awumbila	awumbila	PROPN
ahmr-773	326	2	,	,	PUNCT
ahmr-773	326	3	m.	m.	NOUN
ahmr-773	326	4	and	and	CCONJ
ahmr-773	326	5	ardayfio	ardayfio	NOUN
ahmr-773	326	6	-	-	PUNCT
ahmr-773	326	7	schandorf	schandorf	PROPN
ahmr-773	326	8	,	,	PUNCT
ahmr-773	326	9	e.	e.	PROPN
ahmr-773	326	10	2008	2008	NUM
ahmr-773	326	11	.	.	PUNCT
ahmr-773	327	1	gendered	gendere	VERB
ahmr-773	327	2	poverty	poverty	NOUN
ahmr-773	327	3	,	,	PUNCT
ahmr-773	327	4	migration	migration	NOUN
ahmr-773	327	5	and	and	CCONJ
ahmr-773	327	6	livelihood	livelihood	NOUN
ahmr-773	327	7	strategies	strategy	NOUN
ahmr-773	327	8	of	of	ADP
ahmr-773	327	9	female	female	ADJ
ahmr-773	327	10	porters	porter	NOUN
ahmr-773	327	11	in	in	ADP
ahmr-773	327	12	accra	accra	NOUN
ahmr-773	327	13	,	,	PUNCT
ahmr-773	327	14	ghana	ghana	PROPN
ahmr-773	327	15	,	,	PUNCT
ahmr-773	327	16	norwegian	norwegian	ADJ
ahmr-773	327	17	journal	journal	NOUN
ahmr-773	327	18	of	of	ADP
ahmr-773	327	19	geography	geography	NOUN
ahmr-773	327	20	,	,	PUNCT
ahmr-773	327	21	62(3	62(3	NOUN
ahmr-773	327	22	):	):	PUNCT
ahmr-773	327	23	171	171	NUM
ahmr-773	327	24	-	-	SYM
ahmr-773	327	25	179	179	NUM
ahmr-773	327	26	.	.	PUNCT
ahmr-773	328	1	awumbila	awumbila	PROPN
ahmr-773	328	2	,	,	PUNCT
ahmr-773	328	3	m.	m.	NOUN
ahmr-773	328	4	2007	2007	NUM
ahmr-773	328	5	.	.	PUNCT
ahmr-773	329	1	illegal	illegal	ADJ
ahmr-773	329	2	migration	migration	NOUN
ahmr-773	329	3	of	of	ADP
ahmr-773	329	4	west	west	PROPN
ahmr-773	329	5	africans	africans	PROPN
ahmr-773	329	6	to	to	ADP
ahmr-773	329	7	the	the	DET
ahmr-773	329	8	west	west	NOUN
ahmr-773	329	9	:	:	PUNCT
ahmr-773	329	10	ghana	ghana	PROPN
ahmr-773	329	11	case	case	NOUN
ahmr-773	329	12	study	study	NOUN
ahmr-773	329	13	.	.	PUNCT
ahmr-773	330	1	report	report	NOUN
ahmr-773	330	2	prepared	prepare	VERB
ahmr-773	330	3	for	for	ADP
ahmr-773	330	4	open	open	ADJ
ahmr-773	330	5	society	society	NOUN
ahmr-773	330	6	initiative	initiative	NOUN
ahmr-773	330	7	of	of	ADP
ahmr-773	330	8	west	west	PROPN
ahmr-773	330	9	africa	africa	PROPN
ahmr-773	330	10	(	(	PUNCT
ahmr-773	330	11	osiwa	osiwa	PROPN
ahmr-773	330	12	)	)	PUNCT
ahmr-773	330	13	,	,	PUNCT
ahmr-773	330	14	dakar	dakar	NOUN
ahmr-773	330	15	:	:	PUNCT
ahmr-773	331	1	senegal	senegal	ADJ
ahmr-773	331	2	.	.	PUNCT
ahmr-773	332	1	balbo	balbo	PROPN
ahmr-773	332	2	,	,	PUNCT
ahmr-773	332	3	m.	m.	NOUN
ahmr-773	332	4	&	&	CCONJ
ahmr-773	332	5	marconi	marconi	PROPN
ahmr-773	332	6	,	,	PUNCT
ahmr-773	332	7	g.	g.	PROPN
ahmr-773	332	8	2005	2005	NUM
ahmr-773	332	9	.	.	PUNCT
ahmr-773	333	1	governing	govern	VERB
ahmr-773	333	2	international	international	ADJ
ahmr-773	333	3	migration	migration	NOUN
ahmr-773	333	4	in	in	ADP
ahmr-773	333	5	the	the	DET
ahmr-773	333	6	city	city	NOUN
ahmr-773	333	7	of	of	ADP
ahmr-773	333	8	the	the	DET
ahmr-773	333	9	south	south	NOUN
ahmr-773	333	10	.	.	PUNCT
ahmr-773	334	1	global	global	ADJ
ahmr-773	334	2	migration	migration	NOUN
ahmr-773	334	3	perspectives	perspective	NOUN
ahmr-773	334	4	38	38	NUM
ahmr-773	334	5	,	,	PUNCT
ahmr-773	334	6	geneva	geneva	PROPN
ahmr-773	334	7	:	:	PUNCT
ahmr-773	334	8	global	global	ADJ
ahmr-773	334	9	commission	commission	NOUN
ahmr-773	334	10	for	for	ADP
ahmr-773	334	11	international	international	ADJ
ahmr-773	334	12	migration	migration	NOUN
ahmr-773	334	13	.	.	PUNCT
ahmr-773	335	1	beals	beals	PROPN
ahmr-773	335	2	,	,	PUNCT
ahmr-773	335	3	r.e	r.e	PROPN
ahmr-773	335	4	.	.	PROPN
ahmr-773	335	5	,	,	PUNCT
ahmr-773	335	6	levy	levy	NOUN
ahmr-773	335	7	,	,	PUNCT
ahmr-773	335	8	m.b	m.b	PROPN
ahmr-773	335	9	.	.	PROPN
ahmr-773	335	10	and	and	CCONJ
ahmr-773	335	11	moses	moses	PROPN
ahmr-773	335	12	,	,	PUNCT
ahmr-773	335	13	l.n	l.n	PROPN
ahmr-773	335	14	.	.	PROPN
ahmr-773	335	15	1976	1976	NUM
ahmr-773	335	16	.	.	PUNCT
ahmr-773	336	1	rationality	rationality	NOUN
ahmr-773	336	2	and	and	CCONJ
ahmr-773	336	3	migration	migration	NOUN
ahmr-773	336	4	in	in	ADP
ahmr-773	336	5	ghana	ghana	PROPN
ahmr-773	336	6	.	.	PUNCT
ahmr-773	337	1	review	review	NOUN
ahmr-773	337	2	of	of	ADP
ahmr-773	337	3	economics	economic	NOUN
ahmr-773	337	4	and	and	CCONJ
ahmr-773	337	5	statistics	statistic	NOUN
ahmr-773	337	6	.	.	PUNCT
ahmr-773	338	1	boakye	boakye	NOUN
ahmr-773	338	2	-	-	PUNCT
ahmr-773	338	3	yiadom	yiadom	NOUN
ahmr-773	338	4	,	,	PUNCT
ahmr-773	338	5	l.	l.	PROPN
ahmr-773	338	6	2008	2008	NUM
ahmr-773	338	7	.	.	PUNCT
ahmr-773	339	1	rural	rural	ADJ
ahmr-773	339	2	-	-	PUNCT
ahmr-773	339	3	urban	urban	ADJ
ahmr-773	339	4	linkages	linkage	NOUN
ahmr-773	339	5	and	and	CCONJ
ahmr-773	339	6	welfare	welfare	NOUN
ahmr-773	339	7	:	:	PUNCT
ahmr-773	339	8	the	the	DET
ahmr-773	339	9	case	case	NOUN
ahmr-773	339	10	of	of	ADP
ahmr-773	339	11	ghana	ghana	PROPN
ahmr-773	339	12	’s	’s	PART
ahmr-773	339	13	migration	migration	NOUN
ahmr-773	339	14	and	and	CCONJ
ahmr-773	339	15	remittance	remittance	NOUN
ahmr-773	339	16	flows	flow	NOUN
ahmr-773	339	17	.	.	PUNCT
ahmr-773	340	1	phd	phd	NOUN
ahmr-773	340	2	thesis	thesis	PROPN
ahmr-773	340	3	,	,	PUNCT
ahmr-773	340	4	department	department	NOUN
ahmr-773	340	5	of	of	ADP
ahmr-773	340	6	economics	economic	NOUN
ahmr-773	340	7	and	and	CCONJ
ahmr-773	340	8	international	international	ADJ
ahmr-773	340	9	development	development	NOUN
ahmr-773	340	10	,	,	PUNCT
ahmr-773	340	11	uk	uk	PROPN
ahmr-773	340	12	:	:	PUNCT
ahmr-773	340	13	university	university	NOUN
ahmr-773	340	14	of	of	ADP
ahmr-773	340	15	bath	bath	NOUN
ahmr-773	340	16	.	.	PUNCT
ahmr-773	341	1	caldwell	caldwell	PROPN
ahmr-773	341	2	,	,	PUNCT
ahmr-773	341	3	j.c	j.c	PROPN
ahmr-773	341	4	.	.	PROPN
ahmr-773	341	5	1968	1968	NUM
ahmr-773	341	6	.	.	PUNCT
ahmr-773	342	1	determinants	determinant	NOUN
ahmr-773	342	2	of	of	ADP
ahmr-773	342	3	rural	rural	ADJ
ahmr-773	342	4	-	-	PUNCT
ahmr-773	342	5	urban	urban	ADJ
ahmr-773	342	6	migration	migration	NOUN
ahmr-773	342	7	in	in	ADP
ahmr-773	342	8	ghana	ghana	PROPN
ahmr-773	342	9	.	.	PUNCT
ahmr-773	343	1	population	population	NOUN
ahmr-773	343	2	studies	study	NOUN
ahmr-773	343	3	:	:	PUNCT
ahmr-773	343	4	a	a	DET
ahmr-773	343	5	journal	journal	NOUN
ahmr-773	343	6	of	of	ADP
ahmr-773	343	7	demography	demography	PROPN
ahmr-773	343	8	.	.	PUNCT
ahmr-773	344	1	castaldo	castaldo	PROPN
ahmr-773	344	2	,	,	PUNCT
ahmr-773	344	3	a.	a.	PROPN
ahmr-773	344	4	,	,	PUNCT
ahmr-773	344	5	deshingkar	deshingkar	PROPN
ahmr-773	344	6	,	,	PUNCT
ahmr-773	344	7	p.	p.	PROPN
ahmr-773	344	8	and	and	CCONJ
ahmr-773	344	9	mckay	mckay	PROPN
ahmr-773	344	10	,	,	PUNCT
ahmr-773	344	11	a.	a.	NOUN
ahmr-773	344	12	2012	2012	NUM
ahmr-773	344	13	.	.	PUNCT
ahmr-773	345	1	internal	internal	ADJ
ahmr-773	345	2	migration	migration	NOUN
ahmr-773	345	3	,	,	PUNCT
ahmr-773	345	4	remittances	remittance	NOUN
ahmr-773	345	5	and	and	CCONJ
ahmr-773	345	6	poverty	poverty	NOUN
ahmr-773	345	7	:	:	PUNCT
ahmr-773	345	8	evidence	evidence	NOUN
ahmr-773	345	9	from	from	ADP
ahmr-773	345	10	ghana	ghana	PROPN
ahmr-773	345	11	and	and	CCONJ
ahmr-773	345	12	india	india	PROPN
ahmr-773	345	13	.	.	PUNCT
ahmr-773	346	1	working	work	VERB
ahmr-773	346	2	paper	paper	PROPN
ahmr-773	346	3	7	7	NUM
ahmr-773	346	4	,	,	PUNCT
ahmr-773	346	5	migrating	migrate	VERB
ahmr-773	346	6	out	out	ADP
ahmr-773	346	7	of	of	ADP
ahmr-773	346	8	poverty	poverty	NOUN
ahmr-773	346	9	research	research	NOUN
ahmr-773	346	10	programme	programme	NOUN
ahmr-773	346	11	consortium	consortium	NOUN
ahmr-773	346	12	.	.	PUNCT
ahmr-773	347	1	sussex	sussex	NOUN
ahmr-773	347	2	:	:	PUNCT
ahmr-773	347	3	university	university	NOUN
ahmr-773	347	4	of	of	ADP
ahmr-773	347	5	sussex	sussex	PROPN
ahmr-773	347	6	.	.	PUNCT
ahmr-773	348	1	dayal	dayal	PROPN
ahmr-773	348	2	,	,	PUNCT
ahmr-773	348	3	h.	h.	PROPN
ahmr-773	348	4	and	and	CCONJ
ahmr-773	348	5	karan	karan	PROPN
ahmr-773	348	6	,	,	PUNCT
ahmr-773	348	7	a.k	a.k	PROPN
ahmr-773	348	8	.	.	PROPN
ahmr-773	348	9	2003	2003	NUM
ahmr-773	348	10	.	.	PUNCT
ahmr-773	349	1	labour	labour	NOUN
ahmr-773	349	2	migration	migration	NOUN
ahmr-773	349	3	from	from	ADP
ahmr-773	349	4	jharkhand	jharkhand	PROPN
ahmr-773	349	5	.	.	PUNCT
ahmr-773	350	1	new	new	ADJ
ahmr-773	350	2	delhi	delhi	PROPN
ahmr-773	350	3	:	:	PUNCT
ahmr-773	350	4	institute	institute	NOUN
ahmr-773	350	5	for	for	ADP
ahmr-773	350	6	human	human	ADJ
ahmr-773	350	7	development	development	NOUN
ahmr-773	350	8	.	.	PUNCT
ahmr-773	351	1	de	de	PROPN
ahmr-773	351	2	haas	haas	PROPN
ahmr-773	351	3	,	,	PUNCT
ahmr-773	351	4	h.	h.	PROPN
ahmr-773	351	5	2007	2007	NUM
ahmr-773	351	6	.	.	PUNCT
ahmr-773	352	1	impact	impact	NOUN
ahmr-773	352	2	of	of	ADP
ahmr-773	352	3	international	international	ADJ
ahmr-773	352	4	migration	migration	NOUN
ahmr-773	352	5	on	on	ADP
ahmr-773	352	6	social	social	ADJ
ahmr-773	352	7	and	and	CCONJ
ahmr-773	352	8	economic	economic	ADJ
ahmr-773	352	9	development	development	NOUN
ahmr-773	352	10	in	in	ADP
ahmr-773	352	11	moroccan	moroccan	ADJ
ahmr-773	352	12	sending	send	VERB
ahmr-773	352	13	regions	region	NOUN
ahmr-773	352	14	:	:	PUNCT
ahmr-773	352	15	review	review	NOUN
ahmr-773	352	16	of	of	ADP
ahmr-773	352	17	empirical	empirical	ADJ
ahmr-773	352	18	literature	literature	NOUN
ahmr-773	352	19	.	.	PUNCT
ahmr-773	353	1	working	work	VERB
ahmr-773	353	2	paper	paper	PROPN
ahmr-773	353	3	3	3	NUM
ahmr-773	353	4	,	,	PUNCT
ahmr-773	353	5	international	international	ADJ
ahmr-773	353	6	migration	migration	NOUN
ahmr-773	353	7	institute	institute	NOUN
ahmr-773	353	8	,	,	PUNCT
ahmr-773	353	9	oxford	oxford	PROPN
ahmr-773	353	10	:	:	PUNCT
ahmr-773	353	11	university	university	NOUN
ahmr-773	353	12	of	of	ADP
ahmr-773	353	13	oxford	oxford	PROPN
ahmr-773	353	14	.	.	PUNCT
ahmr-773	354	1	de	de	PROPN
ahmr-773	354	2	haas	haas	PROPN
ahmr-773	354	3	,	,	PUNCT
ahmr-773	354	4	h.	h.	PROPN
ahmr-773	354	5	2010	2010	NUM
ahmr-773	354	6	.	.	PUNCT
ahmr-773	355	1	migration	migration	NOUN
ahmr-773	355	2	and	and	CCONJ
ahmr-773	355	3	development	development	NOUN
ahmr-773	355	4	:	:	PUNCT
ahmr-773	355	5	a	a	DET
ahmr-773	355	6	theoretical	theoretical	ADJ
ahmr-773	355	7	perspective	perspective	NOUN
ahmr-773	355	8	.	.	PUNCT
ahmr-773	356	1	international	international	ADJ
ahmr-773	356	2	migration	migration	NOUN
ahmr-773	356	3	review	review	NOUN
ahmr-773	356	4	,	,	PUNCT
ahmr-773	356	5	44(1	44(1	PROPN
ahmr-773	356	6	):	):	PUNCT
ahmr-773	356	7	227	227	NUM
ahmr-773	356	8	-	-	SYM
ahmr-773	356	9	264	264	NUM
ahmr-773	356	10	.	.	PUNCT
ahmr-773	356	11	de	de	PROPN
ahmr-773	356	12	la	la	PROPN
ahmr-773	356	13	cruz	cruz	PROPN
ahmr-773	356	14	,	,	PUNCT
ahmr-773	356	15	b.e	b.e	PROPN
ahmr-773	356	16	.	.	PROPN
ahmr-773	356	17	(	(	PUNCT
ahmr-773	356	18	1995	1995	NUM
ahmr-773	356	19	)	)	PUNCT
ahmr-773	356	20	.	.	PUNCT
ahmr-773	357	1	the	the	DET
ahmr-773	357	2	socioeconomic	socioeconomic	ADJ
ahmr-773	357	3	dimensions	dimension	NOUN
ahmr-773	357	4	of	of	ADP
ahmr-773	357	5	remittances	remittance	NOUN
ahmr-773	357	6	:	:	PUNCT
ahmr-773	357	7	a	a	DET
ahmr-773	357	8	case	case	NOUN
ahmr-773	357	9	study	study	NOUN
ahmr-773	357	10	of	of	ADP
ahmr-773	357	11	five	five	NUM
ahmr-773	357	12	mexican	mexican	ADJ
ahmr-773	357	13	families	family	NOUN
ahmr-773	357	14	.	.	PUNCT
ahmr-773	358	1	berkeley	berkeley	PROPN
ahmr-773	358	2	mcnair	mcnair	PROPN
ahmr-773	358	3	journal	journal	PROPN
ahmr-773	358	4	,	,	PUNCT
ahmr-773	358	5	3	3	NUM
ahmr-773	358	6	:	:	SYM
ahmr-773	358	7	1	1	NUM
ahmr-773	358	8	-	-	SYM
ahmr-773	358	9	10	10	NUM
ahmr-773	358	10	.	.	PUNCT
ahmr-773	359	1	ahmr	ahmr	NOUN
ahmr-773	359	2	,	,	PUNCT
ahmr-773	359	3	vol.2	vol.2	PROPN
ahmr-773	359	4	no3	no3	PROPN
ahmr-773	359	5	,	,	PUNCT
ahmr-773	359	6	september	september	PROPN
ahmr-773	359	7	-	-	PUNCT
ahmr-773	359	8	december	december	PROPN
ahmr-773	359	9	2016	2016	NUM
ahmr-773	359	10	592	592	NUM
ahmr-773	359	11	dinbabo	dinbabo	NOUN
ahmr-773	359	12	,	,	PUNCT
ahmr-773	359	13	m.	m.	NOUN
ahmr-773	359	14	&	&	CCONJ
ahmr-773	359	15	nyasulu	nyasulu	VERB
ahmr-773	359	16	,	,	PUNCT
ahmr-773	359	17	t.	t.	NOUN
ahmr-773	359	18	2015	2015	NUM
ahmr-773	359	19	.	.	PUNCT
ahmr-773	360	1	macroeconomic	macroeconomic	ADJ
ahmr-773	360	2	determinants	determinant	NOUN
ahmr-773	360	3	:	:	PUNCT
ahmr-773	360	4	analysis	analysis	NOUN
ahmr-773	360	5	of	of	ADP
ahmr-773	360	6	‘	'	PUNCT
ahmr-773	360	7	pull	pull	VERB
ahmr-773	360	8	’	'	PUNCT
ahmr-773	360	9	factors	factor	NOUN
ahmr-773	360	10	of	of	ADP
ahmr-773	360	11	international	international	ADJ
ahmr-773	360	12	migration	migration	NOUN
ahmr-773	360	13	in	in	ADP
ahmr-773	360	14	south	south	PROPN
ahmr-773	360	15	africa	africa	PROPN
ahmr-773	360	16	.	.	PUNCT
ahmr-773	361	1	african	african	PROPN
ahmr-773	361	2	human	human	ADJ
ahmr-773	361	3	mobility	mobility	PROPN
ahmr-773	361	4	review	review	PROPN
ahmr-773	361	5	,	,	PUNCT
ahmr-773	361	6	1(1	1(1	NUM
ahmr-773	361	7	):	):	PUNCT
ahmr-773	361	8	27	27	NUM
ahmr-773	361	9	-	-	SYM
ahmr-773	361	10	52	52	NUM
ahmr-773	361	11	.	.	PUNCT
ahmr-773	362	1	dormaa	dormaa	ADJ
ahmr-773	362	2	municipal	municipal	ADJ
ahmr-773	362	3	assembly	assembly	NOUN
ahmr-773	362	4	.	.	PUNCT
ahmr-773	363	1	2013	2013	NUM
ahmr-773	363	2	.	.	PUNCT
ahmr-773	364	1	the	the	DET
ahmr-773	364	2	composite	composite	ADJ
ahmr-773	364	3	budget	budget	NOUN
ahmr-773	364	4	of	of	ADP
ahmr-773	364	5	the	the	DET
ahmr-773	364	6	dormaa	dormaa	ADJ
ahmr-773	364	7	municipal	municipal	ADJ
ahmr-773	364	8	assembly	assembly	NOUN
ahmr-773	364	9	for	for	ADP
ahmr-773	364	10	the	the	DET
ahmr-773	364	11	2013	2013	NUM
ahmr-773	364	12	fiscal	fiscal	ADJ
ahmr-773	364	13	year	year	NOUN
ahmr-773	364	14	.	.	PUNCT
ahmr-773	365	1	brong	brong	PROPN
ahmr-773	365	2	ahafo	ahafo	PROPN
ahmr-773	365	3	region	region	PROPN
ahmr-773	365	4	,	,	PUNCT
ahmr-773	365	5	ghana	ghana	PROPN
ahmr-773	365	6	:	:	PUNCT
ahmr-773	365	7	dormaa	dormaa	VERB
ahmr-773	365	8	municipal	municipal	ADJ
ahmr-773	365	9	assembly	assembly	NOUN
ahmr-773	365	10	.	.	PUNCT
ahmr-773	366	1	ellis	ellis	PROPN
ahmr-773	366	2	,	,	PUNCT
ahmr-773	366	3	f.	f.	PROPN
ahmr-773	366	4	2003	2003	NUM
ahmr-773	366	5	.	.	PUNCT
ahmr-773	367	1	a	a	DET
ahmr-773	367	2	livelihoods	livelihood	NOUN
ahmr-773	367	3	approach	approach	NOUN
ahmr-773	367	4	to	to	ADP
ahmr-773	367	5	migration	migration	NOUN
ahmr-773	367	6	and	and	CCONJ
ahmr-773	367	7	poverty	poverty	NOUN
ahmr-773	367	8	reduction	reduction	NOUN
ahmr-773	367	9	.	.	PUNCT
ahmr-773	368	1	paper	paper	NOUN
ahmr-773	368	2	commissioned	commission	VERB
ahmr-773	368	3	by	by	ADP
ahmr-773	368	4	the	the	DET
ahmr-773	368	5	department	department	NOUN
ahmr-773	368	6	for	for	ADP
ahmr-773	368	7	international	international	ADJ
ahmr-773	368	8	development	development	NOUN
ahmr-773	368	9	(	(	PUNCT
ahmr-773	368	10	dfid	dfid	PROPN
ahmr-773	368	11	)	)	PUNCT
ahmr-773	368	12	.	.	PUNCT
ahmr-773	369	1	european	european	PROPN
ahmr-773	369	2	commission	commission	PROPN
ahmr-773	369	3	.	.	PUNCT
ahmr-773	370	1	2012	2012	NUM
ahmr-773	370	2	.	.	PUNCT
ahmr-773	371	1	eu	eu	PROPN
ahmr-773	371	2	remittances	remittance	VERB
ahmr-773	371	3	for	for	ADP
ahmr-773	371	4	developing	develop	VERB
ahmr-773	371	5	countries	country	NOUN
ahmr-773	371	6	,	,	PUNCT
ahmr-773	371	7	remaining	remain	VERB
ahmr-773	371	8	barriers	barrier	NOUN
ahmr-773	371	9	,	,	PUNCT
ahmr-773	371	10	challenges	challenge	NOUN
ahmr-773	371	11	and	and	CCONJ
ahmr-773	371	12	recommendations	recommendation	NOUN
ahmr-773	371	13	.	.	PUNCT
ahmr-773	372	1	uk	uk	PROPN
ahmr-773	372	2	:	:	PUNCT
ahmr-773	372	3	htspe	htspe	VERB
ahmr-773	372	4	limited	limited	ADJ
ahmr-773	372	5	.	.	PUNCT
ahmr-773	373	1	findley	findley	PROPN
ahmr-773	373	2	,	,	PUNCT
ahmr-773	373	3	s.	s.	PROPN
ahmr-773	373	4	and	and	CCONJ
ahmr-773	373	5	diallo	diallo	PROPN
ahmr-773	373	6	,	,	PUNCT
ahmr-773	373	7	a.	a.	NOUN
ahmr-773	373	8	1993	1993	NUM
ahmr-773	373	9	.	.	PUNCT
ahmr-773	374	1	social	social	ADJ
ahmr-773	374	2	appearances	appearance	NOUN
ahmr-773	374	3	and	and	CCONJ
ahmr-773	374	4	economics	economic	NOUN
ahmr-773	374	5	realities	reality	NOUN
ahmr-773	374	6	of	of	ADP
ahmr-773	374	7	female	female	ADJ
ahmr-773	374	8	migration	migration	NOUN
ahmr-773	374	9	in	in	ADP
ahmr-773	374	10	rural	rural	ADJ
ahmr-773	374	11	mali	mali	NOUN
ahmr-773	374	12	.	.	PUNCT
ahmr-773	375	1	in	in	ADP
ahmr-773	375	2	:	:	PUNCT
ahmr-773	375	3	internal	internal	ADJ
ahmr-773	375	4	migration	migration	NOUN
ahmr-773	375	5	of	of	ADP
ahmr-773	375	6	women	woman	NOUN
ahmr-773	375	7	in	in	ADP
ahmr-773	375	8	developing	develop	VERB
ahmr-773	375	9	countries	country	NOUN
ahmr-773	375	10	.	.	PUNCT
ahmr-773	376	1	new	new	PROPN
ahmr-773	376	2	york	york	PROPN
ahmr-773	376	3	:	:	PUNCT
ahmr-773	376	4	united	united	PROPN
ahmr-773	376	5	nations	nations	PROPN
ahmr-773	376	6	,	,	PUNCT
ahmr-773	376	7	department	department	NOUN
ahmr-773	376	8	for	for	ADP
ahmr-773	376	9	economic	economic	ADJ
ahmr-773	376	10	and	and	CCONJ
ahmr-773	376	11	social	social	ADJ
ahmr-773	376	12	information	information	NOUN
ahmr-773	376	13	and	and	CCONJ
ahmr-773	376	14	policy	policy	NOUN
ahmr-773	376	15	analysis	analysis	NOUN
ahmr-773	376	16	,	,	PUNCT
ahmr-773	376	17	united	united	PROPN
ahmr-773	376	18	nations	nations	PROPN
ahmr-773	376	19	.	.	PUNCT
ahmr-773	377	1	ghana	ghana	PROPN
ahmr-773	377	2	statistical	statistical	ADJ
ahmr-773	377	3	service	service	NOUN
ahmr-773	377	4	.	.	PUNCT
ahmr-773	378	1	2008	2008	NUM
ahmr-773	378	2	.	.	PUNCT
ahmr-773	379	1	ghana	ghana	PROPN
ahmr-773	379	2	living	living	NOUN
ahmr-773	379	3	standards	standard	NOUN
ahmr-773	379	4	survey	survey	NOUN
ahmr-773	379	5	:	:	PUNCT
ahmr-773	379	6	report	report	NOUN
ahmr-773	379	7	on	on	ADP
ahmr-773	379	8	the	the	DET
ahmr-773	379	9	fifth	fifth	ADJ
ahmr-773	379	10	round	round	NOUN
ahmr-773	379	11	(	(	PUNCT
ahmr-773	379	12	glss	glss	ADV
ahmr-773	379	13	5	5	NUM
ahmr-773	379	14	)	)	PUNCT
ahmr-773	379	15	.	.	PUNCT
ahmr-773	380	1	accra	accra	PROPN
ahmr-773	380	2	:	:	PUNCT
ahmr-773	380	3	gss	gss	PROPN
ahmr-773	380	4	.	.	PUNCT
ahmr-773	381	1	ghana	ghana	PROPN
ahmr-773	381	2	statistical	statistical	ADJ
ahmr-773	381	3	service	service	NOUN
ahmr-773	381	4	.	.	PUNCT
ahmr-773	382	1	2012	2012	NUM
ahmr-773	382	2	.	.	PUNCT
ahmr-773	383	1	2010	2010	NUM
ahmr-773	383	2	population	population	NOUN
ahmr-773	383	3	and	and	CCONJ
ahmr-773	383	4	housing	housing	NOUN
ahmr-773	383	5	census	census	NOUN
ahmr-773	383	6	summary	summary	NOUN
ahmr-773	383	7	report	report	NOUN
ahmr-773	383	8	.	.	PUNCT
ahmr-773	384	1	accra	accra	PROPN
ahmr-773	384	2	:	:	PUNCT
ahmr-773	384	3	ghana	ghana	PROPN
ahmr-773	384	4	.	.	PUNCT
ahmr-773	385	1	guzman	guzman	PROPN
ahmr-773	385	2	et	et	PROPN
ahmr-773	385	3	al	al	PROPN
ahmr-773	385	4	.	.	PROPN
ahmr-773	385	5	2007	2007	NUM
ahmr-773	385	6	.	.	PUNCT
ahmr-773	386	1	the	the	DET
ahmr-773	386	2	impact	impact	NOUN
ahmr-773	386	3	of	of	ADP
ahmr-773	386	4	remittances	remittance	NOUN
ahmr-773	386	5	and	and	CCONJ
ahmr-773	386	6	gender	gender	NOUN
ahmr-773	386	7	on	on	ADP
ahmr-773	386	8	household	household	NOUN
ahmr-773	386	9	expenditure	expenditure	NOUN
ahmr-773	386	10	patterns	pattern	NOUN
ahmr-773	386	11	:	:	PUNCT
ahmr-773	386	12	evidence	evidence	NOUN
ahmr-773	386	13	from	from	ADP
ahmr-773	386	14	ghana	ghana	PROPN
ahmr-773	386	15	.	.	PUNCT
ahmr-773	387	1	a	a	DET
ahmr-773	387	2	paper	paper	NOUN
ahmr-773	387	3	presented	present	VERB
ahmr-773	387	4	at	at	ADP
ahmr-773	387	5	mondragone	mondragone	PROPN
ahmr-773	387	6	conference	conference	NOUN
ahmr-773	387	7	,	,	PUNCT
ahmr-773	387	8	june	june	PROPN
ahmr-773	387	9	25	25	NUM
ahmr-773	387	10	-	-	SYM
ahmr-773	387	11	26	26	NUM
ahmr-773	387	12	,	,	PUNCT
ahmr-773	387	13	2007	2007	NUM
ahmr-773	387	14	.	.	PUNCT
ahmr-773	388	1	hagen	hagen	NOUN
ahmr-773	388	2	-	-	PUNCT
ahmr-773	388	3	zanker	zanker	PROPN
ahmr-773	388	4	,	,	PUNCT
ahmr-773	388	5	j.	j.	PROPN
ahmr-773	388	6	2008	2008	NUM
ahmr-773	388	7	.	.	PUNCT
ahmr-773	389	1	why	why	SCONJ
ahmr-773	389	2	do	do	AUX
ahmr-773	389	3	people	people	NOUN
ahmr-773	389	4	migrate	migrate	VERB
ahmr-773	389	5	?	?	PUNCT
ahmr-773	390	1	a	a	DET
ahmr-773	390	2	review	review	NOUN
ahmr-773	390	3	of	of	ADP
ahmr-773	390	4	the	the	DET
ahmr-773	390	5	theoretical	theoretical	ADJ
ahmr-773	390	6	literature	literature	NOUN
ahmr-773	390	7	.	.	PUNCT
ahmr-773	391	1	working	work	VERB
ahmr-773	391	2	paper	paper	NOUN
ahmr-773	391	3	mgsog/2008	mgsog/2008	PROPN
ahmr-773	391	4	/	/	SYM
ahmr-773	391	5	wp002	wp002	PROPN
ahmr-773	391	6	,	,	PUNCT
ahmr-773	391	7	maastricht	maastricht	PROPN
ahmr-773	391	8	graduate	graduate	PROPN
ahmr-773	391	9	school	school	NOUN
ahmr-773	391	10	of	of	ADP
ahmr-773	391	11	governance	governance	NOUN
ahmr-773	391	12	.	.	PUNCT
ahmr-773	392	1	maastricht	maastricht	PROPN
ahmr-773	392	2	:	:	PUNCT
ahmr-773	392	3	the	the	DET
ahmr-773	392	4	netherlands	netherlands	PROPN
ahmr-773	392	5	.	.	PUNCT
ahmr-773	393	1	harris	harris	PROPN
ahmr-773	393	2	,	,	PUNCT
ahmr-773	393	3	j.r	j.r	PROPN
ahmr-773	393	4	.	.	PROPN
ahmr-773	393	5	and	and	CCONJ
ahmr-773	393	6	todaro	todaro	NOUN
ahmr-773	393	7	,	,	PUNCT
ahmr-773	393	8	m.p	m.p	PROPN
ahmr-773	393	9	.	.	PROPN
ahmr-773	393	10	1970	1970	NUM
ahmr-773	393	11	.	.	PUNCT
ahmr-773	394	1	migration	migration	NOUN
ahmr-773	394	2	,	,	PUNCT
ahmr-773	394	3	unemployment	unemployment	NOUN
ahmr-773	394	4	and	and	CCONJ
ahmr-773	394	5	development	development	NOUN
ahmr-773	394	6	:	:	PUNCT
ahmr-773	394	7	a	a	DET
ahmr-773	394	8	two	two	NUM
ahmr-773	394	9	-	-	PUNCT
ahmr-773	394	10	sector	sector	NOUN
ahmr-773	394	11	analysis	analysis	NOUN
ahmr-773	394	12	.	.	PUNCT
ahmr-773	395	1	american	american	PROPN
ahmr-773	395	2	economic	economic	PROPN
ahmr-773	395	3	review	review	PROPN
ahmr-773	395	4	,	,	PUNCT
ahmr-773	395	5	60	60	NUM
ahmr-773	395	6	:	:	SYM
ahmr-773	395	7	126	126	NUM
ahmr-773	395	8	-	-	SYM
ahmr-773	395	9	142	142	NUM
ahmr-773	395	10	.	.	PUNCT
ahmr-773	396	1	iom	iom	PROPN
ahmr-773	396	2	.	.	PUNCT
ahmr-773	396	3	2007	2007	NUM
ahmr-773	396	4	.	.	PUNCT
ahmr-773	397	1	patterns	pattern	NOUN
ahmr-773	397	2	and	and	CCONJ
ahmr-773	397	3	trends	trend	NOUN
ahmr-773	397	4	of	of	ADP
ahmr-773	397	5	migration	migration	NOUN
ahmr-773	397	6	and	and	CCONJ
ahmr-773	397	7	remittances	remittance	NOUN
ahmr-773	397	8	in	in	ADP
ahmr-773	397	9	moldova	moldova	PROPN
ahmr-773	397	10	.	.	PUNCT
ahmr-773	398	1	moldova	moldova	PROPN
ahmr-773	398	2	:	:	PUNCT
ahmr-773	399	1	iom	iom	PROPN
ahmr-773	399	2	.	.	PUNCT
ahmr-773	399	3	king	king	PROPN
ahmr-773	399	4	,	,	PUNCT
ahmr-773	399	5	r.	r.	PROPN
ahmr-773	399	6	(	(	PUNCT
ahmr-773	399	7	2012	2012	NUM
ahmr-773	399	8	)	)	PUNCT
ahmr-773	399	9	.	.	PUNCT
ahmr-773	400	1	theories	theory	NOUN
ahmr-773	400	2	and	and	CCONJ
ahmr-773	400	3	typologies	typology	NOUN
ahmr-773	400	4	of	of	ADP
ahmr-773	400	5	migration	migration	NOUN
ahmr-773	400	6	:	:	PUNCT
ahmr-773	400	7	an	an	DET
ahmr-773	400	8	overview	overview	NOUN
ahmr-773	400	9	and	and	CCONJ
ahmr-773	400	10	a	a	DET
ahmr-773	400	11	primer	primer	NOUN
ahmr-773	400	12	.	.	PUNCT
ahmr-773	401	1	willy	willy	PROPN
ahmr-773	401	2	brandt	brandt	PROPN
ahmr-773	401	3	series	series	PROPN
ahmr-773	401	4	of	of	ADP
ahmr-773	401	5	working	work	VERB
ahmr-773	401	6	papers	paper	NOUN
ahmr-773	401	7	in	in	ADP
ahmr-773	401	8	international	international	ADJ
ahmr-773	401	9	migration	migration	NOUN
ahmr-773	401	10	and	and	CCONJ
ahmr-773	401	11	ethic	ethic	ADJ
ahmr-773	401	12	relations	relation	NOUN
ahmr-773	401	13	3/12	3/12	NUM
ahmr-773	401	14	.	.	PUNCT
ahmr-773	402	1	ahmr	ahmr	NOUN
ahmr-773	402	2	,	,	PUNCT
ahmr-773	402	3	vol.2	vol.2	PROPN
ahmr-773	402	4	no3	no3	PROPN
ahmr-773	402	5	,	,	PUNCT
ahmr-773	402	6	september	september	PROPN
ahmr-773	402	7	-	-	PUNCT
ahmr-773	402	8	december	december	PROPN
ahmr-773	402	9	2016	2016	NUM
ahmr-773	402	10	593	593	NUM
ahmr-773	402	11	kwankye	kwankye	NOUN
ahmr-773	402	12	,	,	PUNCT
ahmr-773	402	13	s.	s.	PROPN
ahmr-773	402	14	and	and	CCONJ
ahmr-773	402	15	anarfi	anarfi	PROPN
ahmr-773	402	16	,	,	PUNCT
ahmr-773	402	17	j.	j.	PROPN
ahmr-773	402	18	2011	2011	NUM
ahmr-773	402	19	.	.	PUNCT
ahmr-773	403	1	migration	migration	NOUN
ahmr-773	403	2	impacts	impact	NOUN
ahmr-773	403	3	within	within	ADP
ahmr-773	403	4	the	the	DET
ahmr-773	403	5	west	west	ADJ
ahmr-773	403	6	african	african	ADJ
ahmr-773	403	7	sub	sub	NOUN
ahmr-773	403	8	-	-	NOUN
ahmr-773	403	9	region	region	NOUN
ahmr-773	403	10	.	.	PUNCT
ahmr-773	404	1	migrating	migrate	VERB
ahmr-773	404	2	out	out	ADP
ahmr-773	404	3	of	of	ADP
ahmr-773	404	4	poverty	poverty	NOUN
ahmr-773	404	5	research	research	NOUN
ahmr-773	404	6	consortium	consortium	PROPN
ahmr-773	404	7	.	.	PUNCT
ahmr-773	405	1	brighton	brighton	PROPN
ahmr-773	405	2	:	:	PUNCT
ahmr-773	405	3	university	university	NOUN
ahmr-773	405	4	of	of	ADP
ahmr-773	405	5	sussex	sussex	PROPN
ahmr-773	405	6	.	.	PUNCT
ahmr-773	406	1	laniran	laniran	PROPN
ahmr-773	406	2	,	,	PUNCT
ahmr-773	406	3	tj	tj	PROPN
ahmr-773	406	4	.	.	PROPN
ahmr-773	406	5	and	and	CCONJ
ahmr-773	406	6	adeniyi	adeniyi	ADV
ahmr-773	406	7	,	,	PUNCT
ahmr-773	406	8	da	da	NOUN
ahmr-773	406	9	.	.	NOUN
ahmr-773	406	10	2015	2015	NUM
ahmr-773	406	11	.	.	PUNCT
ahmr-773	407	1	an	an	DET
ahmr-773	407	2	evaluation	evaluation	NOUN
ahmr-773	407	3	of	of	ADP
ahmr-773	407	4	the	the	DET
ahmr-773	407	5	determinants	determinant	NOUN
ahmr-773	407	6	of	of	ADP
ahmr-773	407	7	remittances	remittance	NOUN
ahmr-773	407	8	:	:	PUNCT
ahmr-773	407	9	evidence	evidence	NOUN
ahmr-773	407	10	from	from	ADP
ahmr-773	407	11	nigeria	nigeria	PROPN
ahmr-773	407	12	.	.	PUNCT
ahmr-773	408	1	african	african	ADJ
ahmr-773	408	2	human	human	ADJ
ahmr-773	408	3	mobility	mobility	PROPN
ahmr-773	408	4	review	review	PROPN
ahmr-773	408	5	(	(	PUNCT
ahmr-773	408	6	ahmr	ahmr	NOUN
ahmr-773	408	7	)	)	PUNCT
ahmr-773	408	8	,	,	PUNCT
ahmr-773	408	9	1(2	1(2	NUM
ahmr-773	408	10	):	):	PUNCT
ahmr-773	408	11	179	179	NUM
ahmr-773	408	12	-	-	SYM
ahmr-773	408	13	203	203	NUM
ahmr-773	408	14	.	.	PUNCT
ahmr-773	409	1	litchfield	litchfield	PROPN
ahmr-773	409	2	,	,	PUNCT
ahmr-773	409	3	j.	j.	PROPN
ahmr-773	409	4	and	and	CCONJ
ahmr-773	409	5	waddington	waddington	PROPN
ahmr-773	409	6	,	,	PUNCT
ahmr-773	409	7	h.	h.	PROPN
ahmr-773	409	8	2003	2003	NUM
ahmr-773	409	9	.	.	PUNCT
ahmr-773	410	1	migration	migration	NOUN
ahmr-773	410	2	and	and	CCONJ
ahmr-773	410	3	poverty	poverty	NOUN
ahmr-773	410	4	in	in	ADP
ahmr-773	410	5	ghana	ghana	PROPN
ahmr-773	410	6	:	:	PUNCT
ahmr-773	410	7	evidence	evidence	NOUN
ahmr-773	410	8	from	from	ADP
ahmr-773	410	9	the	the	DET
ahmr-773	410	10	ghana	ghana	PROPN
ahmr-773	410	11	living	living	NOUN
ahmr-773	410	12	standards	standard	NOUN
ahmr-773	410	13	survey	survey	NOUN
ahmr-773	410	14	.	.	PUNCT
ahmr-773	411	1	sussex	sussex	NOUN
ahmr-773	411	2	migration	migration	NOUN
ahmr-773	411	3	working	working	NOUN
ahmr-773	411	4	paper	paper	NOUN
ahmr-773	411	5	.	.	PUNCT
ahmr-773	412	1	malmo	malmo	PROPN
ahmr-773	412	2	university	university	PROPN
ahmr-773	412	3	:	:	PUNCT
ahmr-773	412	4	sweden	sweden	PROPN
ahmr-773	412	5	.	.	PUNCT
ahmr-773	413	1	massey	massey	PROPN
ahmr-773	413	2	,	,	PUNCT
ahmr-773	413	3	d.s	d.s	PROPN
ahmr-773	413	4	.	.	PROPN
ahmr-773	413	5	,	,	PUNCT
ahmr-773	413	6	arango	arango	PROPN
ahmr-773	413	7	,	,	PUNCT
ahmr-773	413	8	j.	j.	PROPN
ahmr-773	413	9	,	,	PUNCT
ahmr-773	413	10	hugo	hugo	PROPN
ahmr-773	413	11	,	,	PUNCT
ahmr-773	413	12	g.	g.	PROPN
ahmr-773	413	13	,	,	PUNCT
ahmr-773	413	14	kouaouci	kouaouci	PROPN
ahmr-773	413	15	,	,	PUNCT
ahmr-773	413	16	a.	a.	NOUN
ahmr-773	413	17	,	,	PUNCT
ahmr-773	413	18	pellegrino	pellegrino	PROPN
ahmr-773	413	19	,	,	PUNCT
ahmr-773	413	20	a.	a.	PROPN
ahmr-773	413	21	&	&	CCONJ
ahmr-773	413	22	taylor	taylor	PROPN
ahmr-773	413	23	,	,	PUNCT
ahmr-773	413	24	j.e	j.e	PROPN
ahmr-773	413	25	.	.	PROPN
ahmr-773	413	26	1998	1998	NUM
ahmr-773	413	27	.	.	PUNCT
ahmr-773	414	1	worlds	world	NOUN
ahmr-773	414	2	in	in	ADP
ahmr-773	414	3	motion	motion	NOUN
ahmr-773	414	4	.	.	PUNCT
ahmr-773	415	1	understanding	understand	VERB
ahmr-773	415	2	international	international	ADJ
ahmr-773	415	3	migration	migration	NOUN
ahmr-773	415	4	at	at	ADP
ahmr-773	415	5	the	the	DET
ahmr-773	415	6	end	end	NOUN
ahmr-773	415	7	of	of	ADP
ahmr-773	415	8	the	the	DET
ahmr-773	415	9	millennium	millennium	NOUN
ahmr-773	415	10	.	.	PUNCT
ahmr-773	416	1	oxford	oxford	PROPN
ahmr-773	416	2	:	:	PUNCT
ahmr-773	416	3	clarendon	clarendon	PROPN
ahmr-773	416	4	press	press	PROPN
ahmr-773	416	5	.	.	PUNCT
ahmr-773	417	1	mosse	mosse	PROPN
ahmr-773	417	2	,	,	PUNCT
ahmr-773	417	3	d.	d.	PROPN
ahmr-773	417	4	,	,	PUNCT
ahmr-773	417	5	gupta	gupta	PROPN
ahmr-773	417	6	,	,	PUNCT
ahmr-773	417	7	s.	s.	PROPN
ahmr-773	417	8	,	,	PUNCT
ahmr-773	417	9	mehta	mehta	PROPN
ahmr-773	417	10	,	,	PUNCT
ahmr-773	417	11	m.	m.	NOUN
ahmr-773	417	12	,	,	PUNCT
ahmr-773	417	13	shah	shah	NOUN
ahmr-773	417	14	,	,	PUNCT
ahmr-773	417	15	v.	v.	PROPN
ahmr-773	417	16	,	,	PUNCT
ahmr-773	417	17	rees	rees	PROPN
ahmr-773	417	18	,	,	PUNCT
ahmr-773	417	19	j.	j.	PROPN
ahmr-773	417	20	and	and	CCONJ
ahmr-773	417	21	the	the	DET
ahmr-773	417	22	kribp	kribp	PROPN
ahmr-773	417	23	project	project	NOUN
ahmr-773	417	24	team	team	NOUN
ahmr-773	417	25	.	.	PUNCT
ahmr-773	418	1	2002	2002	NUM
ahmr-773	418	2	.	.	PUNCT
ahmr-773	419	1	brokered	broker	VERB
ahmr-773	419	2	livelihoods	livelihood	NOUN
ahmr-773	419	3	:	:	PUNCT
ahmr-773	419	4	debt	debt	NOUN
ahmr-773	419	5	labour	labour	NOUN
ahmr-773	419	6	migration	migration	NOUN
ahmr-773	419	7	and	and	CCONJ
ahmr-773	419	8	development	development	NOUN
ahmr-773	419	9	in	in	ADP
ahmr-773	419	10	tribal	tribal	ADJ
ahmr-773	419	11	western	western	PROPN
ahmr-773	419	12	india	india	PROPN
ahmr-773	419	13	.	.	PUNCT
ahmr-773	420	1	journal	journal	PROPN
ahmr-773	420	2	of	of	ADP
ahmr-773	420	3	development	development	NOUN
ahmr-773	420	4	studies	study	NOUN
ahmr-773	420	5	,	,	PUNCT
ahmr-773	420	6	38(5):59	38(5):59	PROPN
ahmr-773	420	7	-	-	SYM
ahmr-773	420	8	87	87	NUM
ahmr-773	420	9	.	.	PUNCT
ahmr-773	421	1	murrugarra	murrugarra	PROPN
ahmr-773	421	2	,	,	PUNCT
ahmr-773	421	3	e.	e.	PROPN
ahmr-773	421	4	,	,	PUNCT
ahmr-773	421	5	larrison	larrison	PROPN
ahmr-773	421	6	,	,	PUNCT
ahmr-773	421	7	j	j	PROPN
ahmr-773	421	8	and	and	CCONJ
ahmr-773	421	9	sasin	sasin	PROPN
ahmr-773	421	10	,	,	PUNCT
ahmr-773	421	11	j.	j.	PROPN
ahmr-773	421	12	(	(	PUNCT
ahmr-773	421	13	eds	eds	PROPN
ahmr-773	421	14	.	.	PUNCT
ahmr-773	421	15	)	)	PUNCT
ahmr-773	421	16	.	.	PUNCT
ahmr-773	422	1	2011	2011	NUM
ahmr-773	422	2	.	.	PUNCT
ahmr-773	423	1	migration	migration	NOUN
ahmr-773	423	2	and	and	CCONJ
ahmr-773	423	3	poverty	poverty	NOUN
ahmr-773	423	4	:	:	PUNCT
ahmr-773	423	5	towards	towards	ADP
ahmr-773	423	6	better	well	ADJ
ahmr-773	423	7	opportunities	opportunity	NOUN
ahmr-773	423	8	for	for	ADP
ahmr-773	423	9	the	the	DET
ahmr-773	423	10	poor	poor	ADJ
ahmr-773	423	11	.	.	PUNCT
ahmr-773	424	1	world	world	PROPN
ahmr-773	424	2	bank	bank	PROPN
ahmr-773	424	3	.	.	PUNCT
ahmr-773	425	1	nukunya	nukunya	PROPN
ahmr-773	425	2	,	,	PUNCT
ahmr-773	425	3	g.k	g.k	PROPN
ahmr-773	425	4	.	.	PROPN
ahmr-773	425	5	2003	2003	NUM
ahmr-773	425	6	.	.	PUNCT
ahmr-773	426	1	tradition	tradition	NOUN
ahmr-773	426	2	and	and	CCONJ
ahmr-773	426	3	change	change	NOUN
ahmr-773	426	4	in	in	ADP
ahmr-773	426	5	ghana	ghana	PROPN
ahmr-773	426	6	:	:	PUNCT
ahmr-773	426	7	an	an	DET
ahmr-773	426	8	introduction	introduction	NOUN
ahmr-773	426	9	to	to	ADP
ahmr-773	426	10	sociology	sociology	NOUN
ahmr-773	426	11	.	.	PUNCT
ahmr-773	427	1	accra	accra	PROPN
ahmr-773	427	2	:	:	PUNCT
ahmr-773	427	3	ghana	ghana	PROPN
ahmr-773	427	4	universities	universities	PROPN
ahmr-773	427	5	press	press	PROPN
ahmr-773	427	6	.	.	PUNCT
ahmr-773	428	1	oluwafemi	oluwafemi	PROPN
ahmr-773	428	2	,	,	PUNCT
ahmr-773	428	3	a.	a.	NOUN
ahmr-773	428	4	and	and	CCONJ
ahmr-773	428	5	ayandibu	ayandibu	NOUN
ahmr-773	428	6	,	,	PUNCT
ahmr-773	428	7	a.	a.	NOUN
ahmr-773	428	8	2014	2014	NUM
ahmr-773	428	9	.	.	PUNCT
ahmr-773	429	1	impact	impact	NOUN
ahmr-773	429	2	of	of	ADP
ahmr-773	429	3	remittances	remittance	NOUN
ahmr-773	429	4	on	on	ADP
ahmr-773	429	5	development	development	NOUN
ahmr-773	429	6	in	in	ADP
ahmr-773	429	7	nigeria	nigeria	PROPN
ahmr-773	429	8	:	:	PUNCT
ahmr-773	429	9	challenges	challenge	NOUN
ahmr-773	429	10	and	and	CCONJ
ahmr-773	429	11	prospects	prospect	NOUN
ahmr-773	429	12	.	.	PUNCT
ahmr-773	430	1	journal	journal	NOUN
ahmr-773	430	2	on	on	ADP
ahmr-773	430	3	sociology	sociology	NOUN
ahmr-773	430	4	and	and	CCONJ
ahmr-773	430	5	anthropology	anthropology	NOUN
ahmr-773	430	6	,	,	PUNCT
ahmr-773	430	7	5(3	5(3	NUM
ahmr-773	430	8	):	):	PUNCT
ahmr-773	430	9	311	311	NUM
ahmr-773	430	10	-	-	SYM
ahmr-773	430	11	318	318	NUM
ahmr-773	430	12	.	.	PUNCT
ahmr-773	431	1	opare	opare	PROPN
ahmr-773	431	2	,	,	PUNCT
ahmr-773	431	3	j.a	j.a	PROPN
ahmr-773	431	4	.	.	PROPN
ahmr-773	431	5	2003	2003	NUM
ahmr-773	431	6	.	.	PUNCT
ahmr-773	432	1	kayayei	kayayei	ADJ
ahmr-773	432	2	:	:	PUNCT
ahmr-773	432	3	the	the	DET
ahmr-773	432	4	women	woman	NOUN
ahmr-773	432	5	head	head	VERB
ahmr-773	432	6	porters	porter	NOUN
ahmr-773	432	7	of	of	ADP
ahmr-773	432	8	southern	southern	ADJ
ahmr-773	432	9	ghana	ghana	PROPN
ahmr-773	432	10	.	.	PUNCT
ahmr-773	433	1	journal	journal	PROPN
ahmr-773	433	2	of	of	ADP
ahmr-773	433	3	social	social	ADJ
ahmr-773	433	4	development	development	NOUN
ahmr-773	433	5	in	in	ADP
ahmr-773	433	6	africa	africa	PROPN
ahmr-773	433	7	,	,	PUNCT
ahmr-773	433	8	18(2	18(2	NUM
ahmr-773	433	9	):	):	PUNCT
ahmr-773	433	10	33	33	NUM
ahmr-773	433	11	-	-	SYM
ahmr-773	433	12	48	48	NUM
ahmr-773	433	13	.	.	PUNCT
ahmr-773	434	1	owiafe	owiafe	NOUN
ahmr-773	434	2	,	,	PUNCT
ahmr-773	434	3	g.	g.	PROPN
ahmr-773	434	4	2008	2008	NUM
ahmr-773	434	5	.	.	PUNCT
ahmr-773	435	1	the	the	DET
ahmr-773	435	2	impact	impact	NOUN
ahmr-773	435	3	of	of	ADP
ahmr-773	435	4	external	external	ADJ
ahmr-773	435	5	remittances	remittance	NOUN
ahmr-773	435	6	on	on	ADP
ahmr-773	435	7	poverty	poverty	NOUN
ahmr-773	435	8	reduction	reduction	NOUN
ahmr-773	435	9	in	in	ADP
ahmr-773	435	10	ghana	ghana	PROPN
ahmr-773	435	11	.	.	PUNCT
ahmr-773	436	1	m.a	m.a	PROPN
ahmr-773	436	2	.	.	PROPN
ahmr-773	436	3	thesis	thesis	NOUN
ahmr-773	436	4	(	(	PUNCT
ahmr-773	436	5	unpublished	unpublished	ADJ
ahmr-773	436	6	)	)	PUNCT
ahmr-773	436	7	,	,	PUNCT
ahmr-773	436	8	department	department	NOUN
ahmr-773	436	9	of	of	ADP
ahmr-773	436	10	economics	economic	NOUN
ahmr-773	436	11	.	.	PUNCT
ahmr-773	437	1	kumasi	kumasi	NOUN
ahmr-773	437	2	:	:	PUNCT
ahmr-773	437	3	knust	knust	PROPN
ahmr-773	437	4	.	.	PUNCT
ahmr-773	438	1	primavera	primavera	PROPN
ahmr-773	438	2	,	,	PUNCT
ahmr-773	438	3	c.	c.	PROPN
ahmr-773	438	4	2005	2005	NUM
ahmr-773	438	5	.	.	PUNCT
ahmr-773	439	1	the	the	DET
ahmr-773	439	2	effects	effect	NOUN
ahmr-773	439	3	of	of	ADP
ahmr-773	439	4	out	out	NOUN
ahmr-773	439	5	-	-	PUNCT
ahmr-773	439	6	migration	migration	NOUN
ahmr-773	439	7	on	on	ADP
ahmr-773	439	8	the	the	DET
ahmr-773	439	9	sustainability	sustainability	NOUN
ahmr-773	439	10	of	of	ADP
ahmr-773	439	11	agriculture	agriculture	NOUN
ahmr-773	439	12	in	in	ADP
ahmr-773	439	13	the	the	DET
ahmr-773	439	14	upper	upper	ADJ
ahmr-773	439	15	west	west	PROPN
ahmr-773	439	16	region	region	PROPN
ahmr-773	439	17	ghana	ghana	PROPN
ahmr-773	439	18	.	.	PUNCT
ahmr-773	440	1	master	master	PROPN
ahmr-773	440	2	’s	’s	PART
ahmr-773	440	3	thesis	thesis	NOUN
ahmr-773	440	4	(	(	PUNCT
ahmr-773	440	5	unpublished	unpublished	ADJ
ahmr-773	440	6	)	)	PUNCT
ahmr-773	440	7	.	.	PUNCT
ahmr-773	440	8	presented	present	VERB
ahmr-773	440	9	to	to	ADP
ahmr-773	440	10	the	the	DET
ahmr-773	440	11	faculty	faculty	NOUN
ahmr-773	440	12	of	of	ADP
ahmr-773	440	13	social	social	ADJ
ahmr-773	440	14	and	and	CCONJ
ahmr-773	440	15	behavioural	behavioural	ADJ
ahmr-773	440	16	sciences	science	NOUN
ahmr-773	440	17	human	human	PROPN
ahmr-773	440	18	geography	geography	PROPN
ahmr-773	440	19	environmental	environmental	ADJ
ahmr-773	440	20	geography	geography	NOUN
ahmr-773	440	21	of	of	ADP
ahmr-773	440	22	developing	develop	VERB
ahmr-773	440	23	countries	country	NOUN
ahmr-773	440	24	.	.	PUNCT
ahmr-773	441	1	university	university	NOUN
ahmr-773	441	2	of	of	ADP
ahmr-773	441	3	amsterdam	amsterdam	PROPN
ahmr-773	441	4	,	,	PUNCT
ahmr-773	441	5	amsterdam	amsterdam	PROPN
ahmr-773	441	6	.	.	PUNCT
ahmr-773	441	7	quartey	quartey	PROPN
ahmr-773	441	8	,	,	PUNCT
ahmr-773	441	9	p.	p.	NOUN
ahmr-773	441	10	2006	2006	NUM
ahmr-773	441	11	.	.	PUNCT
ahmr-773	442	1	the	the	DET
ahmr-773	442	2	impact	impact	NOUN
ahmr-773	442	3	of	of	ADP
ahmr-773	442	4	migrant	migrant	ADJ
ahmr-773	442	5	remittances	remittance	NOUN
ahmr-773	442	6	on	on	ADP
ahmr-773	442	7	household	household	NOUN
ahmr-773	442	8	welfare	welfare	NOUN
ahmr-773	442	9	in	in	ADP
ahmr-773	442	10	ghana	ghana	PROPN
ahmr-773	442	11	.	.	PUNCT
ahmr-773	443	1	aerc	aerc	PROPN
ahmr-773	443	2	research	research	NOUN
ahmr-773	443	3	paper	paper	NOUN
ahmr-773	443	4	158	158	NUM
ahmr-773	443	5	.	.	PUNCT
ahmr-773	444	1	ahmr	ahmr	NOUN
ahmr-773	444	2	,	,	PUNCT
ahmr-773	444	3	vol.2	vol.2	PROPN
ahmr-773	444	4	no3	no3	PROPN
ahmr-773	444	5	,	,	PUNCT
ahmr-773	444	6	september	september	PROPN
ahmr-773	444	7	-	-	PUNCT
ahmr-773	444	8	december	december	PROPN
ahmr-773	444	9	2016	2016	NUM
ahmr-773	444	10	594	594	NUM
ahmr-773	444	11	quartey	quartey	NOUN
ahmr-773	444	12	,	,	PUNCT
ahmr-773	444	13	p.	p.	NOUN
ahmr-773	444	14	and	and	CCONJ
ahmr-773	444	15	blankson	blankson	NOUN
ahmr-773	444	16	,	,	PUNCT
ahmr-773	444	17	t.	t.	PROPN
ahmr-773	444	18	2004	2004	NUM
ahmr-773	444	19	.	.	PUNCT
ahmr-773	445	1	do	do	AUX
ahmr-773	445	2	migrant	migrant	ADJ
ahmr-773	445	3	remittances	remittance	NOUN
ahmr-773	445	4	minimize	minimize	VERB
ahmr-773	445	5	the	the	DET
ahmr-773	445	6	impact	impact	NOUN
ahmr-773	445	7	of	of	ADP
ahmr-773	445	8	macro	macro	NOUN
ahmr-773	445	9	-	-	NOUN
ahmr-773	445	10	volatility	volatility	NOUN
ahmr-773	445	11	on	on	ADP
ahmr-773	445	12	the	the	DET
ahmr-773	445	13	poor	poor	ADJ
ahmr-773	445	14	in	in	ADP
ahmr-773	445	15	ghana	ghana	PROPN
ahmr-773	445	16	?	?	PUNCT
ahmr-773	446	1	final	final	ADJ
ahmr-773	446	2	report	report	NOUN
ahmr-773	446	3	submitted	submit	VERB
ahmr-773	446	4	to	to	ADP
ahmr-773	446	5	the	the	DET
ahmr-773	446	6	global	global	ADJ
ahmr-773	446	7	development	development	PROPN
ahmr-773	446	8	network	network	NOUN
ahmr-773	446	9	(	(	PUNCT
ahmr-773	446	10	gdn	gdn	NOUN
ahmr-773	446	11	)	)	PUNCT
ahmr-773	446	12	.	.	PUNCT
ahmr-773	447	1	randazzo	randazzo	VERB
ahmr-773	447	2	,	,	PUNCT
ahmr-773	447	3	t.	t.	NOUN
ahmr-773	447	4	and	and	CCONJ
ahmr-773	447	5	pirancha	pirancha	PROPN
ahmr-773	447	6	,	,	PUNCT
ahmr-773	447	7	m.	m.	NOUN
ahmr-773	447	8	2014	2014	NUM
ahmr-773	447	9	.	.	PUNCT
ahmr-773	448	1	remittances	remittance	NOUN
ahmr-773	448	2	and	and	CCONJ
ahmr-773	448	3	household	household	NOUN
ahmr-773	448	4	expenditure	expenditure	NOUN
ahmr-773	448	5	behavior	behavior	NOUN
ahmr-773	448	6	in	in	ADP
ahmr-773	448	7	senegal	senegal	PROPN
ahmr-773	448	8	.	.	PUNCT
ahmr-773	449	1	discussion	discussion	NOUN
ahmr-773	449	2	paper	paper	PROPN
ahmr-773	449	3	iza	iza	PROPN
ahmr-773	449	4	no	no	INTJ
ahmr-773	449	5	.	.	PROPN
ahmr-773	449	6	8106	8106	NUM
ahmr-773	449	7	.	.	PUNCT
ahmr-773	450	1	ratha	ratha	PROPN
ahmr-773	450	2	,	,	PUNCT
ahmr-773	450	3	d.	d.	PROPN
ahmr-773	450	4	,	,	PUNCT
ahmr-773	450	5	s.	s.	PROPN
ahmr-773	450	6	mohapatra	mohapatra	PROPN
ahmr-773	450	7	,	,	PUNCT
ahmr-773	450	8	&	&	CCONJ
ahmr-773	450	9	a.	a.	PROPN
ahmr-773	450	10	silwal	silwal	PROPN
ahmr-773	450	11	.	.	PUNCT
ahmr-773	450	12	2010	2010	NUM
ahmr-773	450	13	.	.	PUNCT
ahmr-773	451	1	―outlook	―outlook	NOUN
ahmr-773	451	2	for	for	ADP
ahmr-773	451	3	remittance	remittance	NOUN
ahmr-773	451	4	flows	flow	VERB
ahmr-773	451	5	2010	2010	NUM
ahmr-773	451	6	-	-	SYM
ahmr-773	451	7	11	11	NUM
ahmr-773	451	8	.	.	PUNCT
ahmr-773	452	1	migration	migration	NOUN
ahmr-773	452	2	and	and	CCONJ
ahmr-773	452	3	development	development	NOUN
ahmr-773	452	4	brief	brief	NOUN
ahmr-773	452	5	,	,	PUNCT
ahmr-773	452	6	no	no	INTJ
ahmr-773	452	7	.	.	PROPN
ahmr-773	452	8	12	12	NUM
ahmr-773	452	9	,	,	PUNCT
ahmr-773	452	10	april	april	PROPN
ahmr-773	452	11	,	,	PUNCT
ahmr-773	452	12	world	world	PROPN
ahmr-773	452	13	bank	bank	PROPN
ahmr-773	452	14	.	.	PUNCT
ahmr-773	453	1	ravenstein	ravenstein	PROPN
ahmr-773	453	2	,	,	PUNCT
ahmr-773	453	3	e.g.	e.g.	ADV
ahmr-773	453	4	1889	1889	NUM
ahmr-773	453	5	.	.	PUNCT
ahmr-773	454	1	the	the	DET
ahmr-773	454	2	laws	law	NOUN
ahmr-773	454	3	of	of	ADP
ahmr-773	454	4	migration	migration	NOUN
ahmr-773	454	5	.	.	PUNCT
ahmr-773	455	1	journal	journal	NOUN
ahmr-773	455	2	of	of	ADP
ahmr-773	455	3	the	the	DET
ahmr-773	455	4	royal	royal	ADJ
ahmr-773	455	5	statistical	statistical	ADJ
ahmr-773	455	6	society	society	NOUN
ahmr-773	455	7	,	,	PUNCT
ahmr-773	455	8	52	52	NUM
ahmr-773	455	9	:	:	SYM
ahmr-773	455	10	245	245	NUM
ahmr-773	455	11	-	-	SYM
ahmr-773	455	12	301	301	NUM
ahmr-773	455	13	.	.	PUNCT
ahmr-773	456	1	samers	samer	NOUN
ahmr-773	456	2	,	,	PUNCT
ahmr-773	456	3	m.	m.	NOUN
ahmr-773	456	4	2010	2010	NUM
ahmr-773	456	5	.	.	PUNCT
ahmr-773	457	1	migration	migration	NOUN
ahmr-773	457	2	.	.	PUNCT
ahmr-773	458	1	london	london	PROPN
ahmr-773	458	2	:	:	PUNCT
ahmr-773	458	3	routledge	routledge	PROPN
ahmr-773	458	4	.	.	PROPN
ahmr-773	458	5	seife	seife	PROPN
ahmr-773	458	6	,	,	PUNCT
ahmr-773	458	7	d.	d.	PROPN
ahmr-773	458	8	and	and	CCONJ
ahmr-773	458	9	pozo	pozo	PROPN
ahmr-773	458	10	,	,	PUNCT
ahmr-773	458	11	s.	s.	PROPN
ahmr-773	458	12	2005	2005	NUM
ahmr-773	458	13	.	.	PUNCT
ahmr-773	459	1	remittance	remittance	NOUN
ahmr-773	459	2	,	,	PUNCT
ahmr-773	459	3	child	child	NOUN
ahmr-773	459	4	labour	labour	NOUN
ahmr-773	459	5	,	,	PUNCT
ahmr-773	459	6	and	and	CCONJ
ahmr-773	459	7	education	education	NOUN
ahmr-773	459	8	in	in	ADP
ahmr-773	459	9	ethiopia	ethiopia	PROPN
ahmr-773	459	10	.	.	PUNCT
ahmr-773	460	1	paper	paper	PROPN
ahmr-773	460	2	presented	present	VERB
ahmr-773	460	3	at	at	ADP
ahmr-773	460	4	the	the	DET
ahmr-773	460	5	mid	mid	PROPN
ahmr-773	460	6	-	-	PROPN
ahmr-773	460	7	west	west	ADJ
ahmr-773	460	8	economics	economics	PROPN
ahmr-773	460	9	association	association	PROPN
ahmr-773	460	10	annual	annual	ADJ
ahmr-773	460	11	meeting	meeting	NOUN
ahmr-773	460	12	,	,	PUNCT
ahmr-773	460	13	milwaukee	milwaukee	PROPN
ahmr-773	460	14	,	,	PUNCT
ahmr-773	460	15	wi	wi	PROPN
ahmr-773	460	16	,	,	PUNCT
ahmr-773	460	17	march	march	PROPN
ahmr-773	460	18	11	11	NUM
ahmr-773	460	19	-	-	SYM
ahmr-773	460	20	13	13	NUM
ahmr-773	460	21	.	.	PUNCT
ahmr-773	461	1	siddique	siddique	NOUN
ahmr-773	461	2	,	,	PUNCT
ahmr-773	461	3	t.	t.	PROPN
ahmr-773	461	4	2012	2012	NUM
ahmr-773	461	5	.	.	PUNCT
ahmr-773	462	1	impact	impact	NOUN
ahmr-773	462	2	of	of	ADP
ahmr-773	462	3	migration	migration	NOUN
ahmr-773	462	4	on	on	ADP
ahmr-773	462	5	poverty	poverty	NOUN
ahmr-773	462	6	and	and	CCONJ
ahmr-773	462	7	development	development	NOUN
ahmr-773	462	8	.	.	PUNCT
ahmr-773	463	1	migrating	migrate	VERB
ahmr-773	463	2	out	out	ADP
ahmr-773	463	3	of	of	ADP
ahmr-773	463	4	poverty	poverty	NOUN
ahmr-773	463	5	research	research	NOUN
ahmr-773	463	6	programme	programme	NOUN
ahmr-773	463	7	consortium	consortium	NOUN
ahmr-773	463	8	.	.	PUNCT
ahmr-773	464	1	working	work	VERB
ahmr-773	464	2	paper	paper	NOUN
ahmr-773	464	3	2	2	NUM
ahmr-773	464	4	.	.	PUNCT
ahmr-773	464	5	songsore	songsore	PROPN
ahmr-773	464	6	,	,	PUNCT
ahmr-773	464	7	j.	j.	PROPN
ahmr-773	464	8	2003	2003	NUM
ahmr-773	464	9	.	.	PUNCT
ahmr-773	465	1	towards	towards	ADP
ahmr-773	465	2	a	a	DET
ahmr-773	465	3	better	well	ADJ
ahmr-773	465	4	understanding	understanding	NOUN
ahmr-773	465	5	of	of	ADP
ahmr-773	465	6	urban	urban	ADJ
ahmr-773	465	7	change	change	NOUN
ahmr-773	465	8	:	:	PUNCT
ahmr-773	465	9	urbanization	urbanization	NOUN
ahmr-773	465	10	,	,	PUNCT
ahmr-773	465	11	natural	natural	ADJ
ahmr-773	465	12	development	development	NOUN
ahmr-773	465	13	and	and	CCONJ
ahmr-773	465	14	inequality	inequality	NOUN
ahmr-773	465	15	in	in	ADP
ahmr-773	465	16	ghana	ghana	PROPN
ahmr-773	465	17	.	.	PUNCT
ahmr-773	466	1	accra	accra	PROPN
ahmr-773	466	2	:	:	PUNCT
ahmr-773	466	3	ghana	ghana	PROPN
ahmr-773	466	4	universities	universities	PROPN
ahmr-773	466	5	press	press	PROPN
ahmr-773	466	6	.	.	PUNCT
ahmr-773	467	1	srivastava	srivastava	PROPN
ahmr-773	467	2	,	,	PUNCT
ahmr-773	467	3	r.	r.	PROPN
ahmr-773	467	4	2005	2005	NUM
ahmr-773	467	5	.	.	PUNCT
ahmr-773	468	1	india	india	PROPN
ahmr-773	468	2	internal	internal	ADJ
ahmr-773	468	3	migration	migration	NOUN
ahmr-773	468	4	links	link	NOUN
ahmr-773	468	5	with	with	ADP
ahmr-773	468	6	poverty	poverty	NOUN
ahmr-773	468	7	and	and	CCONJ
ahmr-773	468	8	development	development	NOUN
ahmr-773	468	9	.	.	PUNCT
ahmr-773	469	1	country	country	NOUN
ahmr-773	469	2	paper	paper	PROPN
ahmr-773	469	3	regional	regional	ADJ
ahmr-773	469	4	conference	conference	NOUN
ahmr-773	469	5	on	on	ADP
ahmr-773	469	6	migration	migration	NOUN
ahmr-773	469	7	and	and	CCONJ
ahmr-773	469	8	development	development	NOUN
ahmr-773	469	9	in	in	ADP
ahmr-773	469	10	asia	asia	PROPN
ahmr-773	469	11	,	,	PUNCT
ahmr-773	469	12	lanzhou	lanzhou	PROPN
ahmr-773	469	13	,	,	PUNCT
ahmr-773	469	14	china	china	PROPN
ahmr-773	469	15	,	,	PUNCT
ahmr-773	469	16	14	14	NUM
ahmr-773	469	17	-	-	SYM
ahmr-773	469	18	16	16	NUM
ahmr-773	469	19	march	march	PROPN
ahmr-773	469	20	2005	2005	NUM
ahmr-773	469	21	.	.	PUNCT
ahmr-773	470	1	sumner	sumner	PROPN
ahmr-773	470	2	,	,	PUNCT
ahmr-773	470	3	l.w	l.w	PROPN
ahmr-773	470	4	.	.	PROPN
ahmr-773	470	5	1996	1996	NUM
ahmr-773	470	6	.	.	PUNCT
ahmr-773	471	1	welfare	welfare	NOUN
ahmr-773	471	2	,	,	PUNCT
ahmr-773	471	3	happiness	happiness	NOUN
ahmr-773	471	4	and	and	CCONJ
ahmr-773	471	5	ethics	ethic	NOUN
ahmr-773	471	6	.	.	PUNCT
ahmr-773	472	1	new	new	PROPN
ahmr-773	472	2	york	york	PROPN
ahmr-773	472	3	:	:	PUNCT
ahmr-773	472	4	clarendon	clarendon	PROPN
ahmr-773	472	5	press	press	PROPN
ahmr-773	472	6	.	.	PUNCT
ahmr-773	473	1	taylor	taylor	PROPN
ahmr-773	473	2	,	,	PUNCT
ahmr-773	473	3	e.j	e.j	PROPN
ahmr-773	473	4	(	(	PUNCT
ahmr-773	473	5	1999	1999	NUM
ahmr-773	473	6	)	)	PUNCT
ahmr-773	473	7	.	.	PUNCT
ahmr-773	474	1	the	the	DET
ahmr-773	474	2	new	new	ADJ
ahmr-773	474	3	economics	economic	NOUN
ahmr-773	474	4	of	of	ADP
ahmr-773	474	5	labour	labour	NOUN
ahmr-773	474	6	migration	migration	NOUN
ahmr-773	474	7	and	and	CCONJ
ahmr-773	474	8	the	the	DET
ahmr-773	474	9	role	role	NOUN
ahmr-773	474	10	of	of	ADP
ahmr-773	474	11	remittances	remittance	NOUN
ahmr-773	474	12	in	in	ADP
ahmr-773	474	13	migration	migration	NOUN
ahmr-773	474	14	process	process	NOUN
ahmr-773	474	15	.	.	PUNCT
ahmr-773	475	1	international	international	ADJ
ahmr-773	475	2	migration	migration	NOUN
ahmr-773	475	3	,	,	PUNCT
ahmr-773	475	4	37(1	37(1	NUM
ahmr-773	475	5	):	):	PUNCT
ahmr-773	475	6	63	63	NUM
ahmr-773	475	7	-	-	SYM
ahmr-773	475	8	88	88	NUM
ahmr-773	475	9	.	.	PUNCT
ahmr-773	476	1	todaro	todaro	NOUN
ahmr-773	476	2	,	,	PUNCT
ahmr-773	476	3	m.p	m.p	PROPN
ahmr-773	476	4	.	.	PROPN
ahmr-773	476	5	1969	1969	NUM
ahmr-773	476	6	.	.	PUNCT
ahmr-773	477	1	a	a	DET
ahmr-773	477	2	model	model	NOUN
ahmr-773	477	3	of	of	ADP
ahmr-773	477	4	labor	labor	NOUN
ahmr-773	477	5	migration	migration	NOUN
ahmr-773	477	6	and	and	CCONJ
ahmr-773	477	7	urban	urban	ADJ
ahmr-773	477	8	unemployment	unemployment	NOUN
ahmr-773	477	9	in	in	ADP
ahmr-773	477	10	less	less	ADJ
ahmr-773	477	11	developed	developed	ADJ
ahmr-773	477	12	countries	country	NOUN
ahmr-773	477	13	.	.	PUNCT
ahmr-773	478	1	american	american	PROPN
ahmr-773	478	2	economic	economic	PROPN
ahmr-773	478	3	review	review	PROPN
ahmr-773	478	4	,	,	PUNCT
ahmr-773	478	5	59	59	NUM
ahmr-773	478	6	:	:	SYM
ahmr-773	478	7	138	138	NUM
ahmr-773	478	8	-	-	SYM
ahmr-773	478	9	148	148	NUM
ahmr-773	478	10	.	.	PUNCT
ahmr-773	479	1	twumasi	twumasi	PROPN
ahmr-773	479	2	-	-	PUNCT
ahmr-773	479	3	ankrah	ankrah	PROPN
ahmr-773	479	4	,	,	PUNCT
ahmr-773	479	5	k.	k.	PROPN
ahmr-773	479	6	1995	1995	NUM
ahmr-773	479	7	.	.	PUNCT
ahmr-773	480	1	rural	rural	ADJ
ahmr-773	480	2	-	-	PUNCT
ahmr-773	480	3	urban	urban	ADJ
ahmr-773	480	4	migration	migration	NOUN
ahmr-773	480	5	and	and	CCONJ
ahmr-773	480	6	socioeconomic	socioeconomic	ADJ
ahmr-773	480	7	development	development	NOUN
ahmr-773	480	8	in	in	ADP
ahmr-773	480	9	ghana	ghana	PROPN
ahmr-773	480	10	:	:	PUNCT
ahmr-773	480	11	some	some	DET
ahmr-773	480	12	discussions	discussion	NOUN
ahmr-773	480	13	.	.	PUNCT
ahmr-773	481	1	journal	journal	NOUN
ahmr-773	481	2	of	of	ADP
ahmr-773	481	3	social	social	ADJ
ahmr-773	481	4	development	development	NOUN
ahmr-773	481	5	in	in	ADP
ahmr-773	481	6	africa	africa	PROPN
ahmr-773	481	7	,	,	PUNCT
ahmr-773	481	8	10(2):13	10(2):13	PROPN
ahmr-773	481	9	-	-	SYM
ahmr-773	481	10	22	22	NUM
ahmr-773	481	11	.	.	PUNCT
ahmr-773	482	1	ahmr	ahmr	NOUN
ahmr-773	482	2	,	,	PUNCT
ahmr-773	482	3	vol.2	vol.2	PROPN
ahmr-773	482	4	no3	no3	PROPN
ahmr-773	482	5	,	,	PUNCT
ahmr-773	482	6	september	september	PROPN
ahmr-773	482	7	-	-	PUNCT
ahmr-773	482	8	december	december	PROPN
ahmr-773	482	9	2016	2016	NUM
ahmr-773	482	10	595	595	NUM
ahmr-773	482	11	undp	undp	PROPN
ahmr-773	482	12	.	.	PROPN
ahmr-773	482	13	2009	2009	NUM
ahmr-773	482	14	.	.	PUNCT
ahmr-773	483	1	human	human	ADJ
ahmr-773	483	2	development	development	PROPN
ahmr-773	483	3	report	report	PROPN
ahmr-773	483	4	2009	2009	NUM
ahmr-773	483	5	–	–	PUNCT
ahmr-773	483	6	overcoming	overcome	VERB
ahmr-773	483	7	barriers	barrier	NOUN
ahmr-773	483	8	:	:	PUNCT
ahmr-773	483	9	human	human	ADJ
ahmr-773	483	10	mobility	mobility	NOUN
ahmr-773	483	11	and	and	CCONJ
ahmr-773	483	12	development	development	NOUN
ahmr-773	483	13	.	.	PUNCT
ahmr-773	484	1	new	new	PROPN
ahmr-773	484	2	york	york	PROPN
ahmr-773	484	3	:	:	PUNCT
ahmr-773	484	4	united	united	PROPN
ahmr-773	484	5	nations	nations	PROPN
ahmr-773	484	6	development	development	PROPN
ahmr-773	484	7	program	program	PROPN
ahmr-773	484	8	.	.	PUNCT
ahmr-773	485	1	washington	washington	PROPN
ahmr-773	485	2	,	,	PUNCT
ahmr-773	485	3	d.c	d.c	PROPN
ahmr-773	485	4	.	.	PROPN
ahmr-773	485	5	:	:	PUNCT
ahmr-773	486	1	the	the	DET
ahmr-773	486	2	world	world	PROPN
ahmr-773	486	3	bank	bank	PROPN
ahmr-773	486	4	.	.	PUNCT
ahmr-773	487	1	world	world	PROPN
ahmr-773	487	2	bank	bank	PROPN
ahmr-773	487	3	.	.	PUNCT
ahmr-773	488	1	2011	2011	NUM
ahmr-773	488	2	.	.	PUNCT
ahmr-773	489	1	migration	migration	NOUN
ahmr-773	489	2	and	and	CCONJ
ahmr-773	489	3	remittances	remittance	NOUN
ahmr-773	489	4	factbook	factbook	NOUN
ahmr-773	489	5	2011	2011	NUM
ahmr-773	489	6	.	.	PUNCT
ahmr-773	490	1	second	second	ADJ
ahmr-773	490	2	edition	edition	NOUN
ahmr-773	490	3	,	,	PUNCT
ahmr-773	490	4	development	development	NOUN
ahmr-773	490	5	prospects	prospect	NOUN
ahmr-773	490	6	group	group	NOUN
ahmr-773	490	7	.	.	PUNCT
ahmr-773	491	1	washington	washington	PROPN
ahmr-773	491	2	dc	dc	PROPN
ahmr-773	491	3	:	:	PUNCT
ahmr-773	491	4	the	the	DET
ahmr-773	491	5	world	world	PROPN
ahmr-773	491	6	bank	bank	PROPN
ahmr-773	491	7	.	.	PUNCT
ahmr-773	492	1	world	world	PROPN
ahmr-773	492	2	bank	bank	PROPN
ahmr-773	492	3	.	.	PUNCT
ahmr-773	493	1	2013	2013	NUM
ahmr-773	493	2	.	.	PUNCT
ahmr-773	494	1	migration	migration	NOUN
ahmr-773	494	2	and	and	CCONJ
ahmr-773	494	3	remittance	remittance	NOUN
ahmr-773	494	4	flows	flow	VERB
ahmr-773	494	5	:	:	PUNCT
ahmr-773	494	6	recent	recent	ADJ
ahmr-773	494	7	trends	trend	NOUN
ahmr-773	494	8	and	and	CCONJ
ahmr-773	494	9	outlook	outlook	NOUN
ahmr-773	494	10	,	,	PUNCT
ahmr-773	494	11	2013	2013	NUM
ahmr-773	494	12	2016	2016	NUM
ahmr-773	494	13	.	.	PUNCT
ahmr-773	495	1	migration	migration	NOUN
ahmr-773	495	2	and	and	CCONJ
ahmr-773	495	3	development	development	NOUN
ahmr-773	495	4	brief	brief	NOUN
ahmr-773	495	5	21	21	NUM
ahmr-773	495	6	.	.	PUNCT
ahmr-773	496	1	world	world	PROPN
ahmr-773	496	2	bank	bank	PROPN
ahmr-773	496	3	.	.	PUNCT
ahmr-773	497	1	2014	2014	NUM
ahmr-773	497	2	.	.	PUNCT
ahmr-773	498	1	migration	migration	NOUN
ahmr-773	498	2	and	and	CCONJ
ahmr-773	498	3	development	development	NOUN
ahmr-773	498	4	.	.	PUNCT
ahmr-773	499	1	brief	brief	ADJ
ahmr-773	499	2	issue	issue	NOUN
ahmr-773	499	3	23	23	NUM
ahmr-773	499	4	,	,	PUNCT
ahmr-773	499	5	washington	washington	PROPN
ahmr-773	499	6	d.c	d.c	PROPN
ahmr-773	499	7	.	.	PUNCT
ahmr-773	499	8	:	:	PUNCT
ahmr-773	500	1	the	the	DET
ahmr-773	500	2	world	world	PROPN
ahmr-773	500	3	bank	bank	PROPN
ahmr-773	500	4	.	.	PUNCT
ahmr-773	501	1	yeboah	yeboah	NOUN
ahmr-773	501	2	,	,	PUNCT
ahmr-773	501	3	c.	c.	PROPN
ahmr-773	501	4	2013	2013	NUM
ahmr-773	501	5	.	.	PUNCT
ahmr-773	502	1	community	community	NOUN
ahmr-773	502	2	-	-	PUNCT
ahmr-773	502	3	based	base	VERB
ahmr-773	502	4	ecotourism	ecotourism	NOUN
ahmr-773	502	5	as	as	ADP
ahmr-773	502	6	a	a	DET
ahmr-773	502	7	means	means	NOUN
ahmr-773	502	8	of	of	ADP
ahmr-773	502	9	poverty	poverty	NOUN
ahmr-773	502	10	reduction	reduction	NOUN
ahmr-773	502	11	.	.	PUNCT
ahmr-773	503	1	a	a	DET
ahmr-773	503	2	case	case	NOUN
ahmr-773	503	3	of	of	ADP
ahmr-773	503	4	boabeng	boabeng	ADJ
ahmr-773	503	5	-	-	PUNCT
ahmr-773	503	6	fiema	fiema	PROPN
ahmr-773	503	7	monkey	monkey	NOUN
ahmr-773	503	8	’s	’s	PART
ahmr-773	503	9	sanctuary	sanctuary	PROPN
ahmr-773	503	10	,	,	PUNCT
ahmr-773	503	11	ghana	ghana	PROPN
ahmr-773	503	12	.	.	PUNCT
ahmr-773	504	1	ma	ma	PROPN
ahmr-773	504	2	thesis	thesis	NOUN
ahmr-773	504	3	(	(	PUNCT
ahmr-773	504	4	unpublished	unpublished	ADJ
ahmr-773	504	5	)	)	PUNCT
ahmr-773	504	6	,	,	PUNCT
ahmr-773	504	7	germany	germany	PROPN
ahmr-773	504	8	:	:	PUNCT
ahmr-773	504	9	ruhr	ruhr	PROPN
ahmr-773	504	10	universitat	universitat	PROPN
ahmr-773	504	11	.	.	PUNCT