id	sid	tid	token	lemma	pos
ahmr-919	1	1	ahmr	ahmr	NOUN
ahmr-919	1	2	,	,	PUNCT
ahmr-919	1	3	vol.3	vol.3	PROPN
ahmr-919	1	4	no1	no1	PROPN
ahmr-919	1	5	,	,	PUNCT
ahmr-919	1	6	january	january	PROPN
ahmr-919	1	7	-	-	PUNCT
ahmr-919	1	8	april	april	PROPN
ahmr-919	1	9	2017	2017	NUM
ahmr-919	1	10	732	732	NUM
ahmr-919	1	11	the	the	DET
ahmr-919	1	12	impact	impact	NOUN
ahmr-919	1	13	of	of	ADP
ahmr-919	1	14	migration	migration	NOUN
ahmr-919	1	15	on	on	ADP
ahmr-919	1	16	the	the	DET
ahmr-919	1	17	welfare	welfare	NOUN
ahmr-919	1	18	of	of	ADP
ahmr-919	1	19	households	household	NOUN
ahmr-919	1	20	in	in	ADP
ahmr-919	1	21	ghana	ghana	PROPN
ahmr-919	1	22	:	:	PUNCT
ahmr-919	1	23	a	a	DET
ahmr-919	1	24	propensity	propensity	NOUN
ahmr-919	1	25	score	score	NOUN
ahmr-919	1	26	matching	matching	NOUN
ahmr-919	1	27	approach	approach	NOUN
ahmr-919	1	28	abdul	abdul	PROPN
ahmr-919	1	29	-	-	PUNCT
ahmr-919	1	30	malik	malik	PROPN
ahmr-919	1	31	abdulai	abdulai	PROPN
ahmr-919	1	32	*	*	PUNCT
ahmr-919	1	33	,	,	PUNCT
ahmr-919	1	34	louis	louis	PROPN
ahmr-919	1	35	boakye	boakye	NOUN
ahmr-919	1	36	-	-	PUNCT
ahmr-919	1	37	yiadom	yiadom	NOUN
ahmr-919	1	38	*	*	PUNCT
ahmr-919	1	39	*	*	PROPN
ahmr-919	1	40	and	and	CCONJ
ahmr-919	1	41	peter	peter	PROPN
ahmr-919	1	42	quartey	quartey	PROPN
ahmr-919	1	43	*	*	PROPN
ahmr-919	1	44	*	*	PUNCT
ahmr-919	1	45	*	*	PUNCT
ahmr-919	1	46	abstract	abstract	ADJ
ahmr-919	1	47	individuals	individual	NOUN
ahmr-919	1	48	usually	usually	ADV
ahmr-919	1	49	migrate	migrate	VERB
ahmr-919	1	50	to	to	PART
ahmr-919	1	51	improve	improve	VERB
ahmr-919	1	52	their	their	PRON
ahmr-919	1	53	economic	economic	ADJ
ahmr-919	1	54	conditions	condition	NOUN
ahmr-919	1	55	and	and	CCONJ
ahmr-919	1	56	those	those	PRON
ahmr-919	1	57	of	of	ADP
ahmr-919	1	58	their	their	PRON
ahmr-919	1	59	family	family	NOUN
ahmr-919	1	60	members	member	NOUN
ahmr-919	1	61	left	leave	VERB
ahmr-919	1	62	behind	behind	ADV
ahmr-919	1	63	.	.	PUNCT
ahmr-919	2	1	however	however	ADV
ahmr-919	2	2	,	,	PUNCT
ahmr-919	2	3	less	less	ADV
ahmr-919	2	4	is	be	AUX
ahmr-919	2	5	understood	understand	VERB
ahmr-919	2	6	about	about	ADP
ahmr-919	2	7	the	the	DET
ahmr-919	2	8	impact	impact	NOUN
ahmr-919	2	9	of	of	ADP
ahmr-919	2	10	internal	internal	ADJ
ahmr-919	2	11	migration	migration	NOUN
ahmr-919	2	12	on	on	ADP
ahmr-919	2	13	the	the	DET
ahmr-919	2	14	well	well	ADV
ahmr-919	2	15	-	-	PUNCT
ahmr-919	2	16	being	being	NOUN
ahmr-919	2	17	of	of	ADP
ahmr-919	2	18	family	family	NOUN
ahmr-919	2	19	members	member	NOUN
ahmr-919	2	20	left	leave	VERB
ahmr-919	2	21	behind	behind	ADV
ahmr-919	2	22	.	.	PUNCT
ahmr-919	3	1	this	this	DET
ahmr-919	3	2	study	study	NOUN
ahmr-919	3	3	contributes	contribute	VERB
ahmr-919	3	4	to	to	ADP
ahmr-919	3	5	the	the	DET
ahmr-919	3	6	debate	debate	NOUN
ahmr-919	3	7	by	by	ADP
ahmr-919	3	8	offering	offer	VERB
ahmr-919	3	9	an	an	DET
ahmr-919	3	10	empirical	empirical	ADJ
ahmr-919	3	11	assessment	assessment	NOUN
ahmr-919	3	12	of	of	ADP
ahmr-919	3	13	the	the	DET
ahmr-919	3	14	welfare	welfare	NOUN
ahmr-919	3	15	difference	difference	NOUN
ahmr-919	3	16	between	between	ADP
ahmr-919	3	17	migrant	migrant	NOUN
ahmr-919	3	18	and	and	CCONJ
ahmr-919	3	19	non	non	ADJ
ahmr-919	3	20	-	-	ADJ
ahmr-919	3	21	migrant	migrant	ADJ
ahmr-919	3	22	households	household	NOUN
ahmr-919	3	23	by	by	ADP
ahmr-919	3	24	analysing	analyse	VERB
ahmr-919	3	25	data	datum	NOUN
ahmr-919	3	26	recently	recently	ADV
ahmr-919	3	27	collected	collect	VERB
ahmr-919	3	28	by	by	ADP
ahmr-919	3	29	the	the	DET
ahmr-919	3	30	centre	centre	NOUN
ahmr-919	3	31	for	for	ADP
ahmr-919	3	32	migration	migration	NOUN
ahmr-919	3	33	studies	study	NOUN
ahmr-919	3	34	,	,	PUNCT
ahmr-919	3	35	university	university	NOUN
ahmr-919	3	36	of	of	ADP
ahmr-919	3	37	ghana	ghana	PROPN
ahmr-919	3	38	.	.	PUNCT
ahmr-919	4	1	results	result	NOUN
ahmr-919	4	2	from	from	ADP
ahmr-919	4	3	the	the	DET
ahmr-919	4	4	analysis	analysis	NOUN
ahmr-919	4	5	are	be	AUX
ahmr-919	4	6	inconclusive	inconclusive	ADJ
ahmr-919	4	7	.	.	PUNCT
ahmr-919	5	1	using	use	VERB
ahmr-919	5	2	two	two	NUM
ahmr-919	5	3	indicators	indicator	NOUN
ahmr-919	5	4	of	of	ADP
ahmr-919	5	5	measuring	measure	VERB
ahmr-919	5	6	welfare	welfare	NOUN
ahmr-919	5	7	(	(	PUNCT
ahmr-919	5	8	the	the	DET
ahmr-919	5	9	world	world	PROPN
ahmr-919	5	10	bank	bank	PROPN
ahmr-919	5	11	welfare	welfare	PROPN
ahmr-919	5	12	index	index	NOUN
ahmr-919	5	13	and	and	CCONJ
ahmr-919	5	14	the	the	DET
ahmr-919	5	15	number	number	NOUN
ahmr-919	5	16	of	of	ADP
ahmr-919	5	17	children	child	NOUN
ahmr-919	5	18	enrolled	enrol	VERB
ahmr-919	5	19	in	in	ADP
ahmr-919	5	20	school	school	NOUN
ahmr-919	5	21	at	at	ADP
ahmr-919	5	22	the	the	DET
ahmr-919	5	23	time	time	NOUN
ahmr-919	5	24	of	of	ADP
ahmr-919	5	25	the	the	DET
ahmr-919	5	26	survey	survey	NOUN
ahmr-919	5	27	)	)	PUNCT
ahmr-919	5	28	,	,	PUNCT
ahmr-919	5	29	the	the	DET
ahmr-919	5	30	latter	latter	ADJ
ahmr-919	5	31	shows	show	VERB
ahmr-919	5	32	higher	high	ADJ
ahmr-919	5	33	welfare	welfare	NOUN
ahmr-919	5	34	in	in	ADP
ahmr-919	5	35	favour	favour	NOUN
ahmr-919	5	36	of	of	ADP
ahmr-919	5	37	nonmigrant	nonmigrant	ADJ
ahmr-919	5	38	households	household	NOUN
ahmr-919	5	39	whilst	whilst	SCONJ
ahmr-919	5	40	the	the	DET
ahmr-919	5	41	former	former	ADJ
ahmr-919	5	42	indicates	indicate	VERB
ahmr-919	5	43	equality	equality	NOUN
ahmr-919	5	44	in	in	ADP
ahmr-919	5	45	welfare	welfare	NOUN
ahmr-919	5	46	for	for	ADP
ahmr-919	5	47	all	all	DET
ahmr-919	5	48	households	household	NOUN
ahmr-919	5	49	.	.	PUNCT
ahmr-919	6	1	on	on	ADP
ahmr-919	6	2	the	the	DET
ahmr-919	6	3	other	other	ADJ
ahmr-919	6	4	hand	hand	NOUN
ahmr-919	6	5	,	,	PUNCT
ahmr-919	6	6	econometric	econometric	ADJ
ahmr-919	6	7	estimations	estimation	NOUN
ahmr-919	6	8	using	use	VERB
ahmr-919	6	9	the	the	DET
ahmr-919	6	10	propensity	propensity	NOUN
ahmr-919	6	11	score	score	NOUN
ahmr-919	6	12	matching	matching	NOUN
ahmr-919	6	13	(	(	PUNCT
ahmr-919	6	14	psm	psm	NOUN
ahmr-919	6	15	)	)	PUNCT
ahmr-919	6	16	did	do	AUX
ahmr-919	6	17	not	not	PART
ahmr-919	6	18	find	find	VERB
ahmr-919	6	19	any	any	DET
ahmr-919	6	20	significant	significant	ADJ
ahmr-919	6	21	difference	difference	NOUN
ahmr-919	6	22	between	between	ADP
ahmr-919	6	23	the	the	DET
ahmr-919	6	24	welfare	welfare	NOUN
ahmr-919	6	25	of	of	ADP
ahmr-919	6	26	households	household	NOUN
ahmr-919	6	27	that	that	PRON
ahmr-919	6	28	sent	send	VERB
ahmr-919	6	29	out	out	ADP
ahmr-919	6	30	migrants	migrant	NOUN
ahmr-919	6	31	and	and	CCONJ
ahmr-919	6	32	those	those	PRON
ahmr-919	6	33	that	that	PRON
ahmr-919	6	34	did	do	VERB
ahmr-919	6	35	not	not	PART
ahmr-919	6	36	.	.	PUNCT
ahmr-919	7	1	keywords	keyword	NOUN
ahmr-919	7	2	impact	impact	NOUN
ahmr-919	7	3	,	,	PUNCT
ahmr-919	7	4	internal	internal	ADJ
ahmr-919	7	5	migration	migration	NOUN
ahmr-919	7	6	,	,	PUNCT
ahmr-919	7	7	households	household	NOUN
ahmr-919	7	8	’	'	PUNCT
ahmr-919	7	9	welfare	welfare	NOUN
ahmr-919	7	10	,	,	PUNCT
ahmr-919	7	11	ghana	ghana	PROPN
ahmr-919	7	12	.	.	PUNCT
ahmr-919	8	1	introduction	introduction	NOUN
ahmr-919	8	2	in	in	ADP
ahmr-919	8	3	developing	develop	VERB
ahmr-919	8	4	countries	country	NOUN
ahmr-919	8	5	,	,	PUNCT
ahmr-919	8	6	it	it	PRON
ahmr-919	8	7	is	be	AUX
ahmr-919	8	8	fairly	fairly	ADV
ahmr-919	8	9	common	common	ADJ
ahmr-919	8	10	to	to	PART
ahmr-919	8	11	see	see	VERB
ahmr-919	8	12	one	one	NUM
ahmr-919	8	13	or	or	CCONJ
ahmr-919	8	14	more	more	ADJ
ahmr-919	8	15	household	household	NOUN
ahmr-919	8	16	members	member	NOUN
ahmr-919	8	17	migrate	migrate	VERB
ahmr-919	8	18	to	to	ADP
ahmr-919	8	19	either	either	CCONJ
ahmr-919	8	20	urban	urban	ADJ
ahmr-919	8	21	areas	area	NOUN
ahmr-919	8	22	or	or	CCONJ
ahmr-919	8	23	neighbouring	neighbouring	NOUN
ahmr-919	8	24	countries	country	NOUN
ahmr-919	8	25	,	,	PUNCT
ahmr-919	8	26	attempting	attempt	VERB
ahmr-919	8	27	to	to	PART
ahmr-919	8	28	increase	increase	VERB
ahmr-919	8	29	their	their	PRON
ahmr-919	8	30	income	income	NOUN
ahmr-919	8	31	and	and	CCONJ
ahmr-919	8	32	improve	improve	VERB
ahmr-919	8	33	the	the	DET
ahmr-919	8	34	economic	economic	ADJ
ahmr-919	8	35	conditions	condition	NOUN
ahmr-919	8	36	of	of	ADP
ahmr-919	8	37	their	their	PRON
ahmr-919	8	38	households	household	NOUN
ahmr-919	8	39	.	.	PUNCT
ahmr-919	9	1	while	while	SCONJ
ahmr-919	9	2	remittances	remittance	NOUN
ahmr-919	9	3	from	from	ADP
ahmr-919	9	4	migrant	migrant	ADJ
ahmr-919	9	5	workers	worker	NOUN
ahmr-919	9	6	have	have	AUX
ahmr-919	9	7	been	be	AUX
ahmr-919	9	8	shown	show	VERB
ahmr-919	9	9	empirically	empirically	ADV
ahmr-919	9	10	to	to	PART
ahmr-919	9	11	improve	improve	VERB
ahmr-919	9	12	the	the	DET
ahmr-919	9	13	economic	economic	ADJ
ahmr-919	9	14	conditions	condition	NOUN
ahmr-919	9	15	of	of	ADP
ahmr-919	9	16	family	family	NOUN
ahmr-919	9	17	members	member	NOUN
ahmr-919	9	18	left	leave	VERB
ahmr-919	9	19	behind	behind	ADV
ahmr-919	9	20	(	(	PUNCT
ahmr-919	9	21	ackah	ackah	PROPN
ahmr-919	9	22	&	&	CCONJ
ahmr-919	9	23	medvedev	medvedev	PROPN
ahmr-919	9	24	,	,	PUNCT
ahmr-919	9	25	2010	2010	NUM
ahmr-919	9	26	;	;	PUNCT
ahmr-919	9	27	quartey	quartey	PROPN
ahmr-919	9	28	,	,	PUNCT
ahmr-919	9	29	2006	2006	NUM
ahmr-919	9	30	;	;	PUNCT
ahmr-919	9	31	yang	yang	PROPN
ahmr-919	9	32	,	,	PUNCT
ahmr-919	9	33	2005	2005	NUM
ahmr-919	9	34	)	)	PUNCT
ahmr-919	9	35	,	,	PUNCT
ahmr-919	9	36	less	less	ADV
ahmr-919	9	37	understood	understand	VERB
ahmr-919	9	38	is	be	AUX
ahmr-919	9	39	the	the	DET
ahmr-919	9	40	impact	impact	NOUN
ahmr-919	9	41	of	of	ADP
ahmr-919	9	42	migration	migration	NOUN
ahmr-919	9	43	on	on	ADP
ahmr-919	9	44	the	the	DET
ahmr-919	9	45	well	well	ADV
ahmr-919	9	46	-	-	PUNCT
ahmr-919	9	47	being	being	NOUN
ahmr-919	9	48	of	of	ADP
ahmr-919	9	49	family	family	NOUN
ahmr-919	9	50	members	member	NOUN
ahmr-919	9	51	left	leave	VERB
ahmr-919	9	52	behind	behind	ADV
ahmr-919	9	53	,	,	PUNCT
ahmr-919	9	54	more	more	ADV
ahmr-919	9	55	specifically	specifically	ADV
ahmr-919	9	56	,	,	PUNCT
ahmr-919	9	57	households	household	NOUN
ahmr-919	9	58	with	with	ADP
ahmr-919	9	59	internal	internal	ADJ
ahmr-919	9	60	migrants	migrant	NOUN
ahmr-919	9	61	.	.	PUNCT
ahmr-919	10	1	since	since	SCONJ
ahmr-919	10	2	most	most	ADJ
ahmr-919	10	3	migrant	migrant	ADJ
ahmr-919	10	4	workers	worker	NOUN
ahmr-919	10	5	*	*	PUNCT
ahmr-919	10	6	department	department	NOUN
ahmr-919	10	7	of	of	ADP
ahmr-919	10	8	mathematics	mathematics	PROPN
ahmr-919	10	9	,	,	PUNCT
ahmr-919	10	10	university	university	NOUN
ahmr-919	10	11	for	for	ADP
ahmr-919	10	12	development	development	NOUN
ahmr-919	10	13	studies	study	NOUN
ahmr-919	10	14	,	,	PUNCT
ahmr-919	10	15	navrongo	navrongo	PROPN
ahmr-919	10	16	,	,	PUNCT
ahmr-919	10	17	ghana	ghana	PROPN
ahmr-919	10	18	.	.	PUNCT
ahmr-919	11	1	*	*	PUNCT
ahmr-919	11	2	*	*	PUNCT
ahmr-919	11	3	department	department	NOUN
ahmr-919	11	4	of	of	ADP
ahmr-919	11	5	economics	economic	NOUN
ahmr-919	11	6	,	,	PUNCT
ahmr-919	11	7	university	university	NOUN
ahmr-919	11	8	of	of	ADP
ahmr-919	11	9	ghana	ghana	PROPN
ahmr-919	11	10	,	,	PUNCT
ahmr-919	11	11	legon	legon	PROPN
ahmr-919	11	12	.	.	PUNCT
ahmr-919	12	1	*	*	PUNCT
ahmr-919	12	2	*	*	PUNCT
ahmr-919	12	3	*	*	PUNCT
ahmr-919	12	4	department	department	NOUN
ahmr-919	12	5	of	of	ADP
ahmr-919	12	6	economics	economic	NOUN
ahmr-919	12	7	,	,	PUNCT
ahmr-919	12	8	university	university	NOUN
ahmr-919	12	9	of	of	ADP
ahmr-919	12	10	ghana	ghana	PROPN
ahmr-919	12	11	,	,	PUNCT
ahmr-919	12	12	legon	legon	PROPN
ahmr-919	12	13	.	.	PUNCT
ahmr-919	13	1	ahmr	ahmr	NOUN
ahmr-919	13	2	,	,	PUNCT
ahmr-919	13	3	vol.3	vol.3	PROPN
ahmr-919	13	4	no1	no1	PROPN
ahmr-919	13	5	,	,	PUNCT
ahmr-919	13	6	january	january	PROPN
ahmr-919	13	7	-	-	PUNCT
ahmr-919	13	8	april	april	PROPN
ahmr-919	13	9	2017	2017	NUM
ahmr-919	13	10	733	733	NUM
ahmr-919	13	11	migrate	migrate	NOUN
ahmr-919	13	12	alone	alone	ADV
ahmr-919	13	13	,	,	PUNCT
ahmr-919	13	14	and	and	CCONJ
ahmr-919	13	15	in	in	ADP
ahmr-919	13	16	some	some	DET
ahmr-919	13	17	cases	case	NOUN
ahmr-919	13	18	migrate	migrate	VERB
ahmr-919	13	19	with	with	ADP
ahmr-919	13	20	spouses,1	spouses,1	NUM
ahmr-919	13	21	their	their	PRON
ahmr-919	13	22	children	child	NOUN
ahmr-919	13	23	and	and	CCONJ
ahmr-919	13	24	other	other	ADJ
ahmr-919	13	25	dependents	dependent	NOUN
ahmr-919	13	26	(	(	PUNCT
ahmr-919	13	27	the	the	DET
ahmr-919	13	28	aged	aged	ADJ
ahmr-919	13	29	)	)	PUNCT
ahmr-919	13	30	are	be	AUX
ahmr-919	13	31	left	leave	VERB
ahmr-919	13	32	in	in	ADP
ahmr-919	13	33	the	the	DET
ahmr-919	13	34	care	care	NOUN
ahmr-919	13	35	of	of	ADP
ahmr-919	13	36	others	other	NOUN
ahmr-919	13	37	.	.	PUNCT
ahmr-919	14	1	as	as	ADP
ahmr-919	14	2	such	such	ADJ
ahmr-919	14	3	,	,	PUNCT
ahmr-919	14	4	a	a	DET
ahmr-919	14	5	question	question	NOUN
ahmr-919	14	6	worth	worth	ADJ
ahmr-919	14	7	investigating	investigate	VERB
ahmr-919	14	8	is	be	AUX
ahmr-919	14	9	:	:	PUNCT
ahmr-919	14	10	to	to	PART
ahmr-919	14	11	what	what	DET
ahmr-919	14	12	extent	extent	NOUN
ahmr-919	14	13	is	be	AUX
ahmr-919	14	14	the	the	DET
ahmr-919	14	15	well	well	ADV
ahmr-919	14	16	-	-	PUNCT
ahmr-919	14	17	being	being	NOUN
ahmr-919	14	18	of	of	ADP
ahmr-919	14	19	the	the	DET
ahmr-919	14	20	left	leave	VERB
ahmr-919	14	21	-	-	PUNCT
ahmr-919	14	22	behind	behind	NOUN
ahmr-919	14	23	affected	affect	VERB
ahmr-919	14	24	by	by	ADP
ahmr-919	14	25	this	this	DET
ahmr-919	14	26	migration	migration	NOUN
ahmr-919	14	27	?	?	PUNCT
ahmr-919	15	1	it	it	PRON
ahmr-919	15	2	is	be	AUX
ahmr-919	15	3	evident	evident	ADJ
ahmr-919	15	4	that	that	SCONJ
ahmr-919	15	5	though	though	SCONJ
ahmr-919	15	6	migration	migration	NOUN
ahmr-919	15	7	is	be	AUX
ahmr-919	15	8	prevalent	prevalent	ADJ
ahmr-919	15	9	in	in	ADP
ahmr-919	15	10	ghana	ghana	PROPN
ahmr-919	15	11	and	and	CCONJ
ahmr-919	15	12	is	be	AUX
ahmr-919	15	13	also	also	ADV
ahmr-919	15	14	not	not	PART
ahmr-919	15	15	a	a	DET
ahmr-919	15	16	new	new	ADJ
ahmr-919	15	17	phenomenon	phenomenon	NOUN
ahmr-919	15	18	,	,	PUNCT
ahmr-919	15	19	very	very	ADV
ahmr-919	15	20	few	few	ADJ
ahmr-919	15	21	studies	study	NOUN
ahmr-919	15	22	have	have	AUX
ahmr-919	15	23	rigorously	rigorously	ADV
ahmr-919	15	24	examined	examine	VERB
ahmr-919	15	25	its	its	PRON
ahmr-919	15	26	welfare	welfare	NOUN
ahmr-919	15	27	impact	impact	NOUN
ahmr-919	15	28	empirically	empirically	ADV
ahmr-919	15	29	.	.	PUNCT
ahmr-919	16	1	while	while	SCONJ
ahmr-919	16	2	several	several	ADJ
ahmr-919	16	3	causes	cause	NOUN
ahmr-919	16	4	might	might	AUX
ahmr-919	16	5	account	account	VERB
ahmr-919	16	6	for	for	ADP
ahmr-919	16	7	this	this	DET
ahmr-919	16	8	gap	gap	NOUN
ahmr-919	16	9	in	in	ADP
ahmr-919	16	10	the	the	DET
ahmr-919	16	11	ghanaian	ghanaian	ADJ
ahmr-919	16	12	literature	literature	NOUN
ahmr-919	16	13	,	,	PUNCT
ahmr-919	16	14	it	it	PRON
ahmr-919	16	15	does	do	AUX
ahmr-919	16	16	appear	appear	VERB
ahmr-919	16	17	that	that	SCONJ
ahmr-919	16	18	data	datum	NOUN
ahmr-919	16	19	limitation	limitation	NOUN
ahmr-919	16	20	and	and	CCONJ
ahmr-919	16	21	modelling	model	VERB
ahmr-919	16	22	difficulties	difficulty	NOUN
ahmr-919	16	23	are	be	AUX
ahmr-919	16	24	some	some	PRON
ahmr-919	16	25	of	of	ADP
ahmr-919	16	26	the	the	DET
ahmr-919	16	27	main	main	ADJ
ahmr-919	16	28	reasons	reason	NOUN
ahmr-919	16	29	.	.	PUNCT
ahmr-919	17	1	individuals	individual	NOUN
ahmr-919	17	2	normally	normally	ADV
ahmr-919	17	3	participate	participate	VERB
ahmr-919	17	4	in	in	ADP
ahmr-919	17	5	migration	migration	NOUN
ahmr-919	17	6	to	to	PART
ahmr-919	17	7	improve	improve	VERB
ahmr-919	17	8	their	their	PRON
ahmr-919	17	9	well	well	ADV
ahmr-919	17	10	-	-	PUNCT
ahmr-919	17	11	being	being	NOUN
ahmr-919	17	12	,	,	PUNCT
ahmr-919	17	13	whether	whether	SCONJ
ahmr-919	17	14	those	those	DET
ahmr-919	17	15	decisions	decision	NOUN
ahmr-919	17	16	are	be	AUX
ahmr-919	17	17	made	make	VERB
ahmr-919	17	18	at	at	ADP
ahmr-919	17	19	the	the	DET
ahmr-919	17	20	individual	individual	ADJ
ahmr-919	17	21	or	or	CCONJ
ahmr-919	17	22	household	household	NOUN
ahmr-919	17	23	levels	level	NOUN
ahmr-919	17	24	(	(	PUNCT
ahmr-919	17	25	lipton	lipton	PROPN
ahmr-919	17	26	,	,	PUNCT
ahmr-919	17	27	1980	1980	NUM
ahmr-919	17	28	;	;	PUNCT
ahmr-919	17	29	de	de	X
ahmr-919	17	30	haan	haan	PROPN
ahmr-919	17	31	,	,	PUNCT
ahmr-919	17	32	1999	1999	NUM
ahmr-919	17	33	)	)	PUNCT
ahmr-919	17	34	.	.	PUNCT
ahmr-919	18	1	a	a	DET
ahmr-919	18	2	household	household	NOUN
ahmr-919	18	3	is	be	AUX
ahmr-919	18	4	likely	likely	ADJ
ahmr-919	18	5	to	to	PART
ahmr-919	18	6	send	send	VERB
ahmr-919	18	7	a	a	DET
ahmr-919	18	8	migrant	migrant	NOUN
ahmr-919	18	9	when	when	SCONJ
ahmr-919	18	10	the	the	DET
ahmr-919	18	11	expected	expect	VERB
ahmr-919	18	12	value	value	NOUN
ahmr-919	18	13	of	of	ADP
ahmr-919	18	14	the	the	DET
ahmr-919	18	15	migrant	migrant	NOUN
ahmr-919	18	16	’s	’s	PART
ahmr-919	18	17	remittances	remittance	NOUN
ahmr-919	18	18	exceeds	exceed	VERB
ahmr-919	18	19	that	that	SCONJ
ahmr-919	18	20	individual	individual	PROPN
ahmr-919	18	21	’s	’s	PART
ahmr-919	18	22	net	net	ADJ
ahmr-919	18	23	contribution	contribution	NOUN
ahmr-919	18	24	to	to	ADP
ahmr-919	18	25	household	household	NOUN
ahmr-919	18	26	welfare	welfare	NOUN
ahmr-919	18	27	prior	prior	ADV
ahmr-919	18	28	to	to	ADP
ahmr-919	18	29	migration	migration	NOUN
ahmr-919	18	30	.	.	PUNCT
ahmr-919	19	1	that	that	PRON
ahmr-919	19	2	is	be	AUX
ahmr-919	19	3	to	to	PART
ahmr-919	19	4	say	say	VERB
ahmr-919	19	5	that	that	SCONJ
ahmr-919	19	6	in	in	ADP
ahmr-919	19	7	the	the	DET
ahmr-919	19	8	ideal	ideal	ADJ
ahmr-919	19	9	situation	situation	NOUN
ahmr-919	19	10	,	,	PUNCT
ahmr-919	19	11	migration	migration	NOUN
ahmr-919	19	12	would	would	AUX
ahmr-919	19	13	always	always	ADV
ahmr-919	19	14	be	be	AUX
ahmr-919	19	15	welfare	welfare	NOUN
ahmr-919	19	16	enhancing	enhancing	NOUN
ahmr-919	19	17	.	.	PUNCT
ahmr-919	20	1	in	in	ADP
ahmr-919	20	2	the	the	DET
ahmr-919	20	3	welfare	welfare	NOUN
ahmr-919	20	4	literature	literature	NOUN
ahmr-919	20	5	,	,	PUNCT
ahmr-919	20	6	however	however	ADV
ahmr-919	20	7	,	,	PUNCT
ahmr-919	20	8	there	there	PRON
ahmr-919	20	9	are	be	VERB
ahmr-919	20	10	mixed	mixed	ADJ
ahmr-919	20	11	findings	finding	NOUN
ahmr-919	20	12	regarding	regard	VERB
ahmr-919	20	13	the	the	DET
ahmr-919	20	14	likely	likely	ADJ
ahmr-919	20	15	impact	impact	NOUN
ahmr-919	20	16	of	of	ADP
ahmr-919	20	17	migration	migration	NOUN
ahmr-919	20	18	on	on	ADP
ahmr-919	20	19	welfare	welfare	NOUN
ahmr-919	20	20	.	.	PUNCT
ahmr-919	21	1	while	while	SCONJ
ahmr-919	21	2	some	some	DET
ahmr-919	21	3	studies	study	NOUN
ahmr-919	21	4	find	find	VERB
ahmr-919	21	5	a	a	DET
ahmr-919	21	6	higher	high	ADJ
ahmr-919	21	7	welfare	welfare	NOUN
ahmr-919	21	8	for	for	ADP
ahmr-919	21	9	households	household	NOUN
ahmr-919	21	10	with	with	ADP
ahmr-919	21	11	migrants	migrant	NOUN
ahmr-919	21	12	(	(	PUNCT
ahmr-919	21	13	see	see	VERB
ahmr-919	21	14	ackah	ackah	PROPN
ahmr-919	21	15	&	&	CCONJ
ahmr-919	21	16	medeleve	medeleve	PROPN
ahmr-919	21	17	,	,	PUNCT
ahmr-919	21	18	2010	2010	NUM
ahmr-919	21	19	;	;	PUNCT
ahmr-919	21	20	de	de	X
ahmr-919	21	21	brauw	brauw	PROPN
ahmr-919	21	22	et	et	PROPN
ahmr-919	21	23	al	al	PROPN
ahmr-919	21	24	.	.	PROPN
ahmr-919	21	25	,	,	PUNCT
ahmr-919	21	26	2012	2012	NUM
ahmr-919	21	27	)	)	PUNCT
ahmr-919	21	28	,	,	PUNCT
ahmr-919	21	29	others	other	NOUN
ahmr-919	21	30	did	do	AUX
ahmr-919	21	31	not	not	PART
ahmr-919	21	32	find	find	VERB
ahmr-919	21	33	any	any	DET
ahmr-919	21	34	significant	significant	ADJ
ahmr-919	21	35	impact	impact	NOUN
ahmr-919	21	36	of	of	ADP
ahmr-919	21	37	migration	migration	NOUN
ahmr-919	21	38	on	on	ADP
ahmr-919	21	39	household	household	NOUN
ahmr-919	21	40	welfare	welfare	NOUN
ahmr-919	21	41	(	(	PUNCT
ahmr-919	21	42	see	see	VERB
ahmr-919	21	43	boakye	boakye	NOUN
ahmr-919	21	44	-	-	PUNCT
ahmr-919	21	45	yiadon	yiadon	NOUN
ahmr-919	21	46	,	,	PUNCT
ahmr-919	21	47	2008	2008	NUM
ahmr-919	21	48	;	;	PUNCT
ahmr-919	21	49	litchfield	litchfield	PROPN
ahmr-919	21	50	&	&	CCONJ
ahmr-919	21	51	waddington	waddington	PROPN
ahmr-919	21	52	,	,	PUNCT
ahmr-919	21	53	2003	2003	NUM
ahmr-919	21	54	;	;	PUNCT
ahmr-919	21	55	farrington	farrington	PROPN
ahmr-919	21	56	&	&	CCONJ
ahmr-919	21	57	slater	slater	PROPN
ahmr-919	21	58	,	,	PUNCT
ahmr-919	21	59	2006	2006	NUM
ahmr-919	21	60	;	;	PUNCT
ahmr-919	21	61	lloyd	lloyd	PROPN
ahmr-919	21	62	-	-	PUNCT
ahmr-919	21	63	sherlock	sherlock	PROPN
ahmr-919	21	64	,	,	PUNCT
ahmr-919	21	65	2006	2006	NUM
ahmr-919	21	66	;	;	PUNCT
ahmr-919	21	67	sahn	sahn	PROPN
ahmr-919	21	68	&	&	CCONJ
ahmr-919	21	69	alderman	alderman	PROPN
ahmr-919	21	70	,	,	PUNCT
ahmr-919	21	71	1996	1996	NUM
ahmr-919	21	72	)	)	PUNCT
ahmr-919	21	73	.	.	PUNCT
ahmr-919	22	1	the	the	DET
ahmr-919	22	2	current	current	ADJ
ahmr-919	22	3	study	study	NOUN
ahmr-919	22	4	contributes	contribute	VERB
ahmr-919	22	5	to	to	ADP
ahmr-919	22	6	the	the	DET
ahmr-919	22	7	debate	debate	NOUN
ahmr-919	22	8	by	by	ADP
ahmr-919	22	9	offering	offer	VERB
ahmr-919	22	10	a	a	DET
ahmr-919	22	11	novel	novel	ADJ
ahmr-919	22	12	empirical	empirical	ADJ
ahmr-919	22	13	assessment	assessment	NOUN
ahmr-919	22	14	of	of	ADP
ahmr-919	22	15	the	the	DET
ahmr-919	22	16	welfare	welfare	NOUN
ahmr-919	22	17	difference	difference	NOUN
ahmr-919	22	18	between	between	ADP
ahmr-919	22	19	migrant	migrant	NOUN
ahmr-919	22	20	and	and	CCONJ
ahmr-919	22	21	non	non	ADJ
ahmr-919	22	22	-	-	ADJ
ahmr-919	22	23	migrant	migrant	ADJ
ahmr-919	22	24	households	household	NOUN
ahmr-919	22	25	by	by	ADP
ahmr-919	22	26	drawing	draw	VERB
ahmr-919	22	27	on	on	ADP
ahmr-919	22	28	and	and	CCONJ
ahmr-919	22	29	analysing	analyse	VERB
ahmr-919	22	30	data	datum	NOUN
ahmr-919	22	31	recently	recently	ADV
ahmr-919	22	32	collected	collect	VERB
ahmr-919	22	33	by	by	ADP
ahmr-919	22	34	the	the	DET
ahmr-919	22	35	centre	centre	NOUN
ahmr-919	22	36	for	for	ADP
ahmr-919	22	37	migration	migration	NOUN
ahmr-919	22	38	studies	study	NOUN
ahmr-919	22	39	,	,	PUNCT
ahmr-919	22	40	university	university	NOUN
ahmr-919	22	41	of	of	ADP
ahmr-919	22	42	ghana	ghana	PROPN
ahmr-919	22	43	and	and	CCONJ
ahmr-919	22	44	funded	fund	VERB
ahmr-919	22	45	by	by	ADP
ahmr-919	22	46	the	the	DET
ahmr-919	22	47	sussex	sussex	PROPN
ahmr-919	22	48	university	university	PROPN
ahmr-919	22	49	,	,	PUNCT
ahmr-919	22	50	u.k	u.k	PROPN
ahmr-919	22	51	.	.	PROPN
ahmr-919	22	52	methodology	methodology	NOUN
ahmr-919	22	53	of	of	ADP
ahmr-919	22	54	the	the	DET
ahmr-919	22	55	study	study	NOUN
ahmr-919	22	56	data	datum	NOUN
ahmr-919	22	57	used	use	VERB
ahmr-919	22	58	for	for	ADP
ahmr-919	22	59	this	this	DET
ahmr-919	22	60	study	study	NOUN
ahmr-919	22	61	is	be	AUX
ahmr-919	22	62	sourced	source	VERB
ahmr-919	22	63	from	from	ADP
ahmr-919	22	64	the	the	DET
ahmr-919	22	65	migrating	migrating	NOUN
ahmr-919	22	66	out	out	ADP
ahmr-919	22	67	of	of	ADP
ahmr-919	22	68	poverty	poverty	NOUN
ahmr-919	22	69	(	(	PUNCT
ahmr-919	22	70	mop	mop	PROPN
ahmr-919	22	71	)	)	PUNCT
ahmr-919	22	72	dataset	dataset	NOUN
ahmr-919	22	73	collected	collect	VERB
ahmr-919	22	74	by	by	ADP
ahmr-919	22	75	the	the	DET
ahmr-919	22	76	centre	centre	NOUN
ahmr-919	22	77	for	for	ADP
ahmr-919	22	78	migration	migration	NOUN
ahmr-919	22	79	studies	study	NOUN
ahmr-919	22	80	,	,	PUNCT
ahmr-919	22	81	university	university	PROPN
ahmr-919	22	82	of	of	ADP
ahmr-919	22	83	ghana	ghana	PROPN
ahmr-919	22	84	,	,	PUNCT
ahmr-919	22	85	in	in	ADP
ahmr-919	22	86	collaboration	collaboration	NOUN
ahmr-919	22	87	with	with	ADP
ahmr-919	22	88	sussex	sussex	PROPN
ahmr-919	22	89	university	university	PROPN
ahmr-919	22	90	,	,	PUNCT
ahmr-919	22	91	u.k	u.k	PROPN
ahmr-919	22	92	.	.	PROPN
ahmr-919	22	93	,	,	PUNCT
ahmr-919	22	94	from	from	ADP
ahmr-919	22	95	march	march	PROPN
ahmr-919	22	96	to	to	ADP
ahmr-919	22	97	may	may	PROPN
ahmr-919	22	98	2013	2013	NUM
ahmr-919	22	99	.	.	PUNCT
ahmr-919	23	1	this	this	DET
ahmr-919	23	2	dataset	dataset	NOUN
ahmr-919	23	3	is	be	AUX
ahmr-919	23	4	unique2	unique2	PROPN
ahmr-919	23	5	over	over	ADP
ahmr-919	23	6	the	the	DET
ahmr-919	23	7	census	census	NOUN
ahmr-919	23	8	datasets	dataset	NOUN
ahmr-919	23	9	,	,	PUNCT
ahmr-919	23	10	which	which	PRON
ahmr-919	23	11	are	be	AUX
ahmr-919	23	12	predominantly	predominantly	ADV
ahmr-919	23	13	used	use	VERB
ahmr-919	23	14	by	by	ADP
ahmr-919	23	15	most	most	ADJ
ahmr-919	23	16	studies	study	NOUN
ahmr-919	23	17	in	in	ADP
ahmr-919	23	18	ghana	ghana	PROPN
ahmr-919	23	19	.	.	PUNCT
ahmr-919	24	1	a	a	DET
ahmr-919	24	2	multi	multi	ADJ
ahmr-919	24	3	-	-	ADJ
ahmr-919	24	4	stage	stage	ADJ
ahmr-919	24	5	sampling	sampling	NOUN
ahmr-919	24	6	technique	technique	NOUN
ahmr-919	24	7	was	be	AUX
ahmr-919	24	8	used	use	VERB
ahmr-919	24	9	to	to	PART
ahmr-919	24	10	select	select	VERB
ahmr-919	24	11	315	315	NUM
ahmr-919	24	12	households	household	NOUN
ahmr-919	24	13	in	in	ADP
ahmr-919	24	14	the	the	DET
ahmr-919	24	15	northern	northern	ADJ
ahmr-919	24	16	region	region	NOUN
ahmr-919	24	17	,	,	PUNCT
ahmr-919	24	18	consisting	consist	VERB
ahmr-919	24	19	of	of	ADP
ahmr-919	24	20	231	231	NUM
ahmr-919	24	21	migrant	migrant	NOUN
ahmr-919	24	22	and	and	CCONJ
ahmr-919	24	23	84	84	NUM
ahmr-919	24	24	nonmigrant	nonmigrant	ADJ
ahmr-919	24	25	households	household	NOUN
ahmr-919	24	26	for	for	ADP
ahmr-919	24	27	interview	interview	NOUN
ahmr-919	24	28	.	.	PUNCT
ahmr-919	25	1	the	the	DET
ahmr-919	25	2	first	first	ADJ
ahmr-919	25	3	stage	stage	NOUN
ahmr-919	25	4	was	be	AUX
ahmr-919	25	5	a	a	DET
ahmr-919	25	6	purposive	purposive	ADJ
ahmr-919	25	7	selection	selection	NOUN
ahmr-919	25	8	of	of	ADP
ahmr-919	25	9	1	1	NUM
ahmr-919	25	10	this	this	PRON
ahmr-919	25	11	is	be	AUX
ahmr-919	25	12	more	more	ADV
ahmr-919	25	13	specific	specific	ADJ
ahmr-919	25	14	to	to	ADP
ahmr-919	25	15	rural	rural	ADJ
ahmr-919	25	16	-	-	PUNCT
ahmr-919	25	17	rural	rural	ADJ
ahmr-919	25	18	migrants	migrant	NOUN
ahmr-919	25	19	who	who	PRON
ahmr-919	25	20	migrate	migrate	VERB
ahmr-919	25	21	for	for	ADP
ahmr-919	25	22	the	the	DET
ahmr-919	25	23	purposes	purpose	NOUN
ahmr-919	25	24	of	of	ADP
ahmr-919	25	25	farming	farming	NOUN
ahmr-919	25	26	.	.	PUNCT
ahmr-919	26	1	2	2	NUM
ahmr-919	26	2	given	give	VERB
ahmr-919	26	3	that	that	SCONJ
ahmr-919	26	4	the	the	DET
ahmr-919	26	5	survey	survey	NOUN
ahmr-919	26	6	was	be	AUX
ahmr-919	26	7	specifically	specifically	ADV
ahmr-919	26	8	designed	design	VERB
ahmr-919	26	9	for	for	ADP
ahmr-919	26	10	migrant	migrant	ADJ
ahmr-919	26	11	source	source	NOUN
ahmr-919	26	12	regions	region	NOUN
ahmr-919	26	13	with	with	ADP
ahmr-919	26	14	high	high	ADJ
ahmr-919	26	15	incidences	incidence	NOUN
ahmr-919	26	16	of	of	ADP
ahmr-919	26	17	poverty	poverty	NOUN
ahmr-919	26	18	,	,	PUNCT
ahmr-919	26	19	it	it	PRON
ahmr-919	26	20	was	be	AUX
ahmr-919	26	21	more	more	ADV
ahmr-919	26	22	detailed	detailed	ADJ
ahmr-919	26	23	and	and	CCONJ
ahmr-919	26	24	comprehensive	comprehensive	ADJ
ahmr-919	26	25	.	.	PUNCT
ahmr-919	27	1	ahmr	ahmr	NOUN
ahmr-919	27	2	,	,	PUNCT
ahmr-919	27	3	vol.3	vol.3	PROPN
ahmr-919	27	4	no1	no1	PROPN
ahmr-919	27	5	,	,	PUNCT
ahmr-919	27	6	january	january	PROPN
ahmr-919	27	7	-	-	PUNCT
ahmr-919	27	8	april	april	PROPN
ahmr-919	27	9	2017	2017	NUM
ahmr-919	27	10	734	734	NUM
ahmr-919	27	11	11	11	NUM
ahmr-919	27	12	districts	district	NOUN
ahmr-919	27	13	consisting	consist	VERB
ahmr-919	27	14	of	of	ADP
ahmr-919	27	15	21	21	NUM
ahmr-919	27	16	enumeration	enumeration	NOUN
ahmr-919	27	17	areas	area	NOUN
ahmr-919	27	18	(	(	PUNCT
ahmr-919	27	19	eas	eas	PROPN
ahmr-919	27	20	)	)	PUNCT
ahmr-919	27	21	selected	select	VERB
ahmr-919	27	22	from	from	ADP
ahmr-919	27	23	a	a	DET
ahmr-919	27	24	list	list	NOUN
ahmr-919	27	25	of	of	ADP
ahmr-919	27	26	eas	ea	NOUN
ahmr-919	27	27	in	in	ADP
ahmr-919	27	28	the	the	DET
ahmr-919	27	29	2010	2010	NUM
ahmr-919	27	30	national	national	ADJ
ahmr-919	27	31	population	population	NOUN
ahmr-919	27	32	census	census	NOUN
ahmr-919	27	33	results	result	VERB
ahmr-919	27	34	.	.	PUNCT
ahmr-919	28	1	the	the	DET
ahmr-919	28	2	number	number	NOUN
ahmr-919	28	3	of	of	ADP
ahmr-919	28	4	eas	ea	NOUN
ahmr-919	28	5	selected	select	VERB
ahmr-919	28	6	from	from	ADP
ahmr-919	28	7	each	each	DET
ahmr-919	28	8	district	district	NOUN
ahmr-919	28	9	is	be	AUX
ahmr-919	28	10	proportional	proportional	ADJ
ahmr-919	28	11	to	to	ADP
ahmr-919	28	12	the	the	DET
ahmr-919	28	13	total	total	ADJ
ahmr-919	28	14	number	number	NOUN
ahmr-919	28	15	of	of	ADP
ahmr-919	28	16	out	out	ADJ
ahmr-919	28	17	-	-	PUNCT
ahmr-919	28	18	migrants	migrant	NOUN
ahmr-919	28	19	from	from	ADP
ahmr-919	28	20	each	each	DET
ahmr-919	28	21	district	district	NOUN
ahmr-919	28	22	.	.	PUNCT
ahmr-919	29	1	these	these	DET
ahmr-919	29	2	districts	district	NOUN
ahmr-919	29	3	are	be	AUX
ahmr-919	29	4	the	the	DET
ahmr-919	29	5	tolon	tolon	NOUN
ahmr-919	29	6	,	,	PUNCT
ahmr-919	29	7	savelugu	savelugu	NOUN
ahmr-919	29	8	-	-	PUNCT
ahmr-919	29	9	nantong	nantong	NOUN
ahmr-919	29	10	,	,	PUNCT
ahmr-919	29	11	kumbungu	kumbungu	NOUN
ahmr-919	29	12	,	,	PUNCT
ahmr-919	29	13	sagnarigu	sagnarigu	ADJ
ahmr-919	29	14	,	,	PUNCT
ahmr-919	29	15	central	central	ADJ
ahmr-919	29	16	and	and	CCONJ
ahmr-919	29	17	east	east	ADJ
ahmr-919	29	18	gonja	gonja	PROPN
ahmr-919	29	19	,	,	PUNCT
ahmr-919	29	20	west	west	PROPN
ahmr-919	29	21	and	and	CCONJ
ahmr-919	29	22	east	east	PROPN
ahmr-919	29	23	mamprusi	mamprusi	PROPN
ahmr-919	29	24	,	,	PUNCT
ahmr-919	29	25	kariga	kariga	ADJ
ahmr-919	29	26	,	,	PUNCT
ahmr-919	29	27	yendi	yendi	PROPN
ahmr-919	29	28	,	,	PUNCT
ahmr-919	29	29	and	and	CCONJ
ahmr-919	29	30	tamale	tamale	NOUN
ahmr-919	29	31	metropolis	metropolis	NOUN
ahmr-919	29	32	.	.	PUNCT
ahmr-919	30	1	the	the	DET
ahmr-919	30	2	selection	selection	NOUN
ahmr-919	30	3	of	of	ADP
ahmr-919	30	4	these	these	DET
ahmr-919	30	5	districts	district	NOUN
ahmr-919	30	6	was	be	AUX
ahmr-919	30	7	informed	inform	VERB
ahmr-919	30	8	by	by	ADP
ahmr-919	30	9	the	the	DET
ahmr-919	30	10	high	high	ADJ
ahmr-919	30	11	proportion	proportion	NOUN
ahmr-919	30	12	of	of	ADP
ahmr-919	30	13	out	out	ADJ
ahmr-919	30	14	-	-	PUNCT
ahmr-919	30	15	migrants	migrant	NOUN
ahmr-919	30	16	produced	produce	VERB
ahmr-919	30	17	by	by	ADP
ahmr-919	30	18	those	those	DET
ahmr-919	30	19	districts	district	NOUN
ahmr-919	30	20	recorded	record	VERB
ahmr-919	30	21	in	in	ADP
ahmr-919	30	22	the	the	DET
ahmr-919	30	23	2010	2010	NUM
ahmr-919	30	24	national	national	ADJ
ahmr-919	30	25	population	population	NOUN
ahmr-919	30	26	census	census	NOUN
ahmr-919	30	27	results	result	VERB
ahmr-919	30	28	.	.	PUNCT
ahmr-919	31	1	this	this	PRON
ahmr-919	31	2	was	be	AUX
ahmr-919	31	3	followed	follow	VERB
ahmr-919	31	4	by	by	ADP
ahmr-919	31	5	a	a	DET
ahmr-919	31	6	listing	listing	NOUN
ahmr-919	31	7	of	of	ADP
ahmr-919	31	8	households	household	NOUN
ahmr-919	31	9	in	in	ADP
ahmr-919	31	10	these	these	DET
ahmr-919	31	11	selected	select	VERB
ahmr-919	31	12	eas	ea	NOUN
ahmr-919	31	13	.	.	PUNCT
ahmr-919	32	1	the	the	DET
ahmr-919	32	2	second	second	ADJ
ahmr-919	32	3	stage	stage	NOUN
ahmr-919	32	4	involved	involve	VERB
ahmr-919	32	5	a	a	DET
ahmr-919	32	6	systematic	systematic	ADJ
ahmr-919	32	7	sampling	sampling	NOUN
ahmr-919	32	8	with	with	ADP
ahmr-919	32	9	a	a	DET
ahmr-919	32	10	random	random	ADJ
ahmr-919	32	11	start	start	NOUN
ahmr-919	32	12	to	to	PART
ahmr-919	32	13	select	select	VERB
ahmr-919	32	14	migrant	migrant	NOUN
ahmr-919	32	15	and	and	CCONJ
ahmr-919	32	16	non	non	ADJ
ahmr-919	32	17	-	-	ADJ
ahmr-919	32	18	migrant	migrant	ADJ
ahmr-919	32	19	households	household	NOUN
ahmr-919	32	20	from	from	ADP
ahmr-919	32	21	each	each	PRON
ahmr-919	32	22	of	of	ADP
ahmr-919	32	23	the	the	DET
ahmr-919	32	24	selected	select	VERB
ahmr-919	32	25	eas	ea	NOUN
ahmr-919	32	26	.	.	PUNCT
ahmr-919	33	1	the	the	DET
ahmr-919	33	2	migrant	migrant	ADJ
ahmr-919	33	3	households	household	NOUN
ahmr-919	33	4	were	be	AUX
ahmr-919	33	5	further	far	ADV
ahmr-919	33	6	stratified	stratify	VERB
ahmr-919	33	7	into	into	ADP
ahmr-919	33	8	three	three	NUM
ahmr-919	33	9	groups	group	NOUN
ahmr-919	33	10	:	:	PUNCT
ahmr-919	33	11	seasonal	seasonal	ADJ
ahmr-919	33	12	migrants	migrant	NOUN
ahmr-919	33	13	,	,	PUNCT
ahmr-919	33	14	return	return	VERB
ahmr-919	33	15	migrants	migrant	NOUN
ahmr-919	33	16	and	and	CCONJ
ahmr-919	33	17	absent	absent	ADJ
ahmr-919	33	18	out	out	ADJ
ahmr-919	33	19	-	-	PUNCT
ahmr-919	33	20	migrants	migrant	NOUN
ahmr-919	33	21	.	.	PUNCT
ahmr-919	34	1	a	a	DET
ahmr-919	34	2	total	total	NOUN
ahmr-919	34	3	of	of	ADP
ahmr-919	34	4	15	15	NUM
ahmr-919	34	5	households	household	NOUN
ahmr-919	34	6	were	be	AUX
ahmr-919	34	7	purposively	purposively	ADV
ahmr-919	34	8	selected	select	VERB
ahmr-919	34	9	from	from	ADP
ahmr-919	34	10	each	each	DET
ahmr-919	34	11	ea	ea	NOUN
ahmr-919	34	12	,	,	PUNCT
ahmr-919	34	13	consisting	consist	VERB
ahmr-919	34	14	of	of	ADP
ahmr-919	34	15	4	4	NUM
ahmr-919	34	16	households	household	NOUN
ahmr-919	34	17	from	from	ADP
ahmr-919	34	18	the	the	DET
ahmr-919	34	19	non	non	ADJ
ahmr-919	34	20	-	-	ADJ
ahmr-919	34	21	migrant	migrant	ADJ
ahmr-919	34	22	households	household	NOUN
ahmr-919	34	23	and	and	CCONJ
ahmr-919	34	24	11	11	NUM
ahmr-919	34	25	households	household	NOUN
ahmr-919	34	26	from	from	ADP
ahmr-919	34	27	the	the	DET
ahmr-919	34	28	migrant	migrant	ADJ
ahmr-919	34	29	households	household	NOUN
ahmr-919	34	30	.	.	PUNCT
ahmr-919	35	1	the	the	DET
ahmr-919	35	2	final	final	ADJ
ahmr-919	35	3	stage	stage	NOUN
ahmr-919	35	4	was	be	AUX
ahmr-919	35	5	the	the	DET
ahmr-919	35	6	purposive	purposive	ADJ
ahmr-919	35	7	selection	selection	NOUN
ahmr-919	35	8	of	of	ADP
ahmr-919	35	9	an	an	DET
ahmr-919	35	10	adult	adult	NOUN
ahmr-919	35	11	household	household	NOUN
ahmr-919	35	12	member	member	NOUN
ahmr-919	35	13	,	,	PUNCT
ahmr-919	35	14	irrespective	irrespective	ADV
ahmr-919	35	15	of	of	ADP
ahmr-919	35	16	gender	gender	NOUN
ahmr-919	35	17	,	,	PUNCT
ahmr-919	35	18	who	who	PRON
ahmr-919	35	19	had	have	VERB
ahmr-919	35	20	more	more	ADJ
ahmr-919	35	21	knowledge	knowledge	NOUN
ahmr-919	35	22	about	about	ADP
ahmr-919	35	23	the	the	DET
ahmr-919	35	24	household	household	NOUN
ahmr-919	35	25	for	for	ADP
ahmr-919	35	26	interview	interview	NOUN
ahmr-919	35	27	.	.	PUNCT
ahmr-919	36	1	estimation	estimation	NOUN
ahmr-919	36	2	procedure	procedure	NOUN
ahmr-919	36	3	given	give	VERB
ahmr-919	36	4	that	that	SCONJ
ahmr-919	36	5	individuals	individual	NOUN
ahmr-919	36	6	or	or	CCONJ
ahmr-919	36	7	households	household	NOUN
ahmr-919	36	8	undertake	undertake	VERB
ahmr-919	36	9	migration	migration	NOUN
ahmr-919	36	10	to	to	PART
ahmr-919	36	11	improve	improve	VERB
ahmr-919	36	12	on	on	ADP
ahmr-919	36	13	their	their	PRON
ahmr-919	36	14	well	well	ADV
ahmr-919	36	15	-	-	PUNCT
ahmr-919	36	16	being	being	NOUN
ahmr-919	36	17	as	as	SCONJ
ahmr-919	36	18	espoused	espouse	VERB
ahmr-919	36	19	by	by	ADP
ahmr-919	36	20	economic	economic	ADJ
ahmr-919	36	21	theories	theory	NOUN
ahmr-919	36	22	,	,	PUNCT
ahmr-919	36	23	the	the	DET
ahmr-919	36	24	natural	natural	ADJ
ahmr-919	36	25	questions	question	NOUN
ahmr-919	36	26	that	that	PRON
ahmr-919	36	27	arise	arise	VERB
ahmr-919	36	28	are	be	AUX
ahmr-919	36	29	:	:	PUNCT
ahmr-919	36	30	why	why	SCONJ
ahmr-919	36	31	are	be	AUX
ahmr-919	36	32	some	some	DET
ahmr-919	36	33	people	people	NOUN
ahmr-919	36	34	failing	fail	VERB
ahmr-919	36	35	to	to	PART
ahmr-919	36	36	migrate	migrate	VERB
ahmr-919	36	37	?	?	PUNCT
ahmr-919	37	1	what	what	PRON
ahmr-919	37	2	,	,	PUNCT
ahmr-919	37	3	if	if	SCONJ
ahmr-919	37	4	any	any	PRON
ahmr-919	37	5	,	,	PUNCT
ahmr-919	37	6	are	be	AUX
ahmr-919	37	7	the	the	DET
ahmr-919	37	8	welfare	welfare	NOUN
ahmr-919	37	9	differences	difference	NOUN
ahmr-919	37	10	between	between	ADP
ahmr-919	37	11	migrant	migrant	NOUN
ahmr-919	37	12	and	and	CCONJ
ahmr-919	37	13	non	non	ADJ
ahmr-919	37	14	-	-	ADJ
ahmr-919	37	15	migrant	migrant	ADJ
ahmr-919	37	16	households	household	NOUN
ahmr-919	37	17	as	as	ADP
ahmr-919	37	18	a	a	DET
ahmr-919	37	19	result	result	NOUN
ahmr-919	37	20	of	of	ADP
ahmr-919	37	21	migration	migration	NOUN
ahmr-919	37	22	?	?	PUNCT
ahmr-919	38	1	clearly	clearly	ADV
ahmr-919	38	2	,	,	PUNCT
ahmr-919	38	3	these	these	DET
ahmr-919	38	4	questions	question	NOUN
ahmr-919	38	5	fall	fall	VERB
ahmr-919	38	6	under	under	ADP
ahmr-919	38	7	impact	impact	NOUN
ahmr-919	38	8	evaluation	evaluation	NOUN
ahmr-919	38	9	.	.	PUNCT
ahmr-919	39	1	one	one	NUM
ahmr-919	39	2	major	major	ADJ
ahmr-919	39	3	challenge	challenge	NOUN
ahmr-919	39	4	in	in	ADP
ahmr-919	39	5	empirical	empirical	ADJ
ahmr-919	39	6	studies	study	NOUN
ahmr-919	39	7	regarding	regard	VERB
ahmr-919	39	8	impact	impact	NOUN
ahmr-919	39	9	evaluation	evaluation	NOUN
ahmr-919	39	10	is	be	AUX
ahmr-919	39	11	the	the	DET
ahmr-919	39	12	issue	issue	NOUN
ahmr-919	39	13	of	of	ADP
ahmr-919	39	14	a	a	DET
ahmr-919	39	15	counterfactual	counterfactual	ADJ
ahmr-919	39	16	,	,	PUNCT
ahmr-919	39	17	that	that	ADV
ahmr-919	39	18	is	is	ADV
ahmr-919	39	19	,	,	PUNCT
ahmr-919	39	20	a	a	DET
ahmr-919	39	21	hypothetical	hypothetical	ADJ
ahmr-919	39	22	scenario	scenario	NOUN
ahmr-919	39	23	of	of	ADP
ahmr-919	39	24	what	what	PRON
ahmr-919	39	25	the	the	DET
ahmr-919	39	26	welfare	welfare	NOUN
ahmr-919	39	27	profile	profile	NOUN
ahmr-919	39	28	of	of	ADP
ahmr-919	39	29	households	household	NOUN
ahmr-919	39	30	would	would	AUX
ahmr-919	39	31	have	have	AUX
ahmr-919	39	32	been	be	AUX
ahmr-919	39	33	in	in	ADP
ahmr-919	39	34	the	the	DET
ahmr-919	39	35	absence	absence	NOUN
ahmr-919	39	36	of	of	ADP
ahmr-919	39	37	the	the	DET
ahmr-919	39	38	activity	activity	NOUN
ahmr-919	39	39	(	(	PUNCT
ahmr-919	39	40	migration	migration	NOUN
ahmr-919	39	41	)	)	PUNCT
ahmr-919	39	42	.	.	PUNCT
ahmr-919	40	1	the	the	DET
ahmr-919	40	2	counterfactual	counterfactual	ADJ
ahmr-919	40	3	is	be	AUX
ahmr-919	40	4	hypothetical	hypothetical	ADJ
ahmr-919	40	5	because	because	SCONJ
ahmr-919	40	6	it	it	PRON
ahmr-919	40	7	is	be	AUX
ahmr-919	40	8	impossible	impossible	ADJ
ahmr-919	40	9	for	for	SCONJ
ahmr-919	40	10	the	the	DET
ahmr-919	40	11	researcher	researcher	NOUN
ahmr-919	40	12	to	to	PART
ahmr-919	40	13	know	know	VERB
ahmr-919	40	14	or	or	CCONJ
ahmr-919	40	15	observe	observe	VERB
ahmr-919	40	16	exactly	exactly	ADV
ahmr-919	40	17	what	what	PRON
ahmr-919	40	18	the	the	DET
ahmr-919	40	19	welfare	welfare	NOUN
ahmr-919	40	20	levels	level	NOUN
ahmr-919	40	21	of	of	ADP
ahmr-919	40	22	households	household	NOUN
ahmr-919	40	23	would	would	AUX
ahmr-919	40	24	have	have	AUX
ahmr-919	40	25	been	be	AUX
ahmr-919	40	26	had	have	VERB
ahmr-919	40	27	one	one	NUM
ahmr-919	40	28	or	or	CCONJ
ahmr-919	40	29	more	more	ADJ
ahmr-919	40	30	of	of	ADP
ahmr-919	40	31	their	their	PRON
ahmr-919	40	32	members	member	NOUN
ahmr-919	40	33	not	not	PART
ahmr-919	40	34	migrated	migrate	VERB
ahmr-919	40	35	or	or	CCONJ
ahmr-919	40	36	if	if	SCONJ
ahmr-919	40	37	the	the	DET
ahmr-919	40	38	activity	activity	NOUN
ahmr-919	40	39	had	have	AUX
ahmr-919	40	40	not	not	PART
ahmr-919	40	41	occurred	occur	VERB
ahmr-919	40	42	.	.	PUNCT
ahmr-919	41	1	methods	method	NOUN
ahmr-919	41	2	of	of	ADP
ahmr-919	41	3	welfare	welfare	NOUN
ahmr-919	41	4	impact	impact	NOUN
ahmr-919	41	5	can	can	AUX
ahmr-919	41	6	be	be	AUX
ahmr-919	41	7	classified	classify	VERB
ahmr-919	41	8	into	into	ADP
ahmr-919	41	9	two	two	NUM
ahmr-919	41	10	broader	broad	ADJ
ahmr-919	41	11	types	type	NOUN
ahmr-919	41	12	:	:	PUNCT
ahmr-919	41	13	experimental	experimental	ADJ
ahmr-919	41	14	and	and	CCONJ
ahmr-919	41	15	non	non	ADJ
ahmr-919	41	16	-	-	ADJ
ahmr-919	41	17	experimental	experimental	ADJ
ahmr-919	41	18	methods	method	NOUN
ahmr-919	41	19	.	.	PUNCT
ahmr-919	42	1	experimental	experimental	ADJ
ahmr-919	42	2	methodologies	methodology	NOUN
ahmr-919	42	3	randomly	randomly	ADV
ahmr-919	42	4	select	select	VERB
ahmr-919	42	5	a	a	DET
ahmr-919	42	6	control	control	NOUN
ahmr-919	42	7	group	group	NOUN
ahmr-919	42	8	prior	prior	ADV
ahmr-919	42	9	to	to	ADP
ahmr-919	42	10	the	the	DET
ahmr-919	42	11	application	application	NOUN
ahmr-919	42	12	/	/	SYM
ahmr-919	42	13	onset	onset	NOUN
ahmr-919	42	14	of	of	ADP
ahmr-919	42	15	the	the	DET
ahmr-919	42	16	activity	activity	NOUN
ahmr-919	42	17	and	and	CCONJ
ahmr-919	42	18	,	,	PUNCT
ahmr-919	42	19	therefore	therefore	ADV
ahmr-919	42	20	,	,	PUNCT
ahmr-919	42	21	individuals	individual	NOUN
ahmr-919	42	22	or	or	CCONJ
ahmr-919	42	23	households	household	NOUN
ahmr-919	42	24	belonging	belong	VERB
ahmr-919	42	25	to	to	ADP
ahmr-919	42	26	this	this	DET
ahmr-919	42	27	group	group	NOUN
ahmr-919	42	28	are	be	AUX
ahmr-919	42	29	then	then	ADV
ahmr-919	42	30	exempted	exempt	VERB
ahmr-919	42	31	from	from	ADP
ahmr-919	42	32	the	the	DET
ahmr-919	42	33	intervention	intervention	NOUN
ahmr-919	42	34	/	/	SYM
ahmr-919	42	35	activity	activity	NOUN
ahmr-919	42	36	(	(	PUNCT
ahmr-919	42	37	see	see	VERB
ahmr-919	42	38	burtless	burtless	NOUN
ahmr-919	42	39	,	,	PUNCT
ahmr-919	42	40	1995	1995	NUM
ahmr-919	42	41	;	;	PUNCT
ahmr-919	42	42	world	world	PROPN
ahmr-919	42	43	bank	bank	PROPN
ahmr-919	42	44	,	,	PUNCT
ahmr-919	42	45	2007	2007	NUM
ahmr-919	42	46	;	;	PUNCT
ahmr-919	42	47	galasso	galasso	NOUN
ahmr-919	42	48	et	et	PROPN
ahmr-919	42	49	al	al	PROPN
ahmr-919	42	50	.	.	PROPN
ahmr-919	42	51	,	,	PUNCT
ahmr-919	42	52	2001	2001	NUM
ahmr-919	42	53	)	)	PUNCT
ahmr-919	42	54	.	.	PUNCT
ahmr-919	43	1	this	this	DET
ahmr-919	43	2	approach	approach	NOUN
ahmr-919	43	3	is	be	AUX
ahmr-919	43	4	suitable	suitable	ADJ
ahmr-919	43	5	for	for	ADP
ahmr-919	43	6	evaluating	evaluate	VERB
ahmr-919	43	7	ahmr	ahmr	NOUN
ahmr-919	43	8	,	,	PUNCT
ahmr-919	43	9	vol.3	vol.3	PROPN
ahmr-919	43	10	no1	no1	PROPN
ahmr-919	43	11	,	,	PUNCT
ahmr-919	43	12	january	january	PROPN
ahmr-919	43	13	-	-	PUNCT
ahmr-919	43	14	april	april	PROPN
ahmr-919	43	15	2017	2017	NUM
ahmr-919	43	16	735	735	NUM
ahmr-919	43	17	interventions	intervention	NOUN
ahmr-919	43	18	for	for	SCONJ
ahmr-919	43	19	which	which	DET
ahmr-919	43	20	participation	participation	NOUN
ahmr-919	43	21	can	can	AUX
ahmr-919	43	22	be	be	AUX
ahmr-919	43	23	controlled	control	VERB
ahmr-919	43	24	by	by	ADP
ahmr-919	43	25	the	the	DET
ahmr-919	43	26	researcher	researcher	NOUN
ahmr-919	43	27	or	or	CCONJ
ahmr-919	43	28	for	for	SCONJ
ahmr-919	43	29	which	which	DET
ahmr-919	43	30	participation	participation	NOUN
ahmr-919	43	31	is	be	AUX
ahmr-919	43	32	randomly	randomly	ADV
ahmr-919	43	33	and	and	CCONJ
ahmr-919	43	34	naturally	naturally	ADV
ahmr-919	43	35	determined	determine	VERB
ahmr-919	43	36	.	.	PUNCT
ahmr-919	44	1	migration	migration	NOUN
ahmr-919	44	2	flow	flow	NOUN
ahmr-919	44	3	is	be	AUX
ahmr-919	44	4	not	not	PART
ahmr-919	44	5	an	an	DET
ahmr-919	44	6	activity	activity	NOUN
ahmr-919	44	7	that	that	PRON
ahmr-919	44	8	can	can	AUX
ahmr-919	44	9	be	be	AUX
ahmr-919	44	10	assessed	assess	VERB
ahmr-919	44	11	experimentally	experimentally	ADV
ahmr-919	44	12	in	in	ADP
ahmr-919	44	13	terms	term	NOUN
ahmr-919	44	14	of	of	ADP
ahmr-919	44	15	its	its	PRON
ahmr-919	44	16	impact	impact	NOUN
ahmr-919	44	17	on	on	ADP
ahmr-919	44	18	welfare	welfare	NOUN
ahmr-919	44	19	since	since	SCONJ
ahmr-919	44	20	participation	participation	NOUN
ahmr-919	44	21	is	be	AUX
ahmr-919	44	22	neither	neither	CCONJ
ahmr-919	44	23	random	random	ADJ
ahmr-919	44	24	nor	nor	CCONJ
ahmr-919	44	25	subject	subject	ADJ
ahmr-919	44	26	to	to	ADP
ahmr-919	44	27	a	a	DET
ahmr-919	44	28	researcher	researcher	NOUN
ahmr-919	44	29	’s	’s	PART
ahmr-919	44	30	influence	influence	NOUN
ahmr-919	44	31	.	.	PUNCT
ahmr-919	45	1	non	non	ADJ
ahmr-919	45	2	-	-	ADJ
ahmr-919	45	3	experimental	experimental	ADJ
ahmr-919	45	4	approaches	approach	NOUN
ahmr-919	45	5	,	,	PUNCT
ahmr-919	45	6	on	on	ADP
ahmr-919	45	7	the	the	DET
ahmr-919	45	8	other	other	ADJ
ahmr-919	45	9	hand	hand	NOUN
ahmr-919	45	10	,	,	PUNCT
ahmr-919	45	11	consist	consist	VERB
ahmr-919	45	12	of	of	ADP
ahmr-919	45	13	a	a	DET
ahmr-919	45	14	wide	wide	ADJ
ahmr-919	45	15	range	range	NOUN
ahmr-919	45	16	of	of	ADP
ahmr-919	45	17	techniques	technique	NOUN
ahmr-919	45	18	that	that	PRON
ahmr-919	45	19	construct	construct	VERB
ahmr-919	45	20	a	a	DET
ahmr-919	45	21	control	control	NOUN
ahmr-919	45	22	group	group	NOUN
ahmr-919	45	23	to	to	PART
ahmr-919	45	24	facilitate	facilitate	VERB
ahmr-919	45	25	comparisons	comparison	NOUN
ahmr-919	45	26	with	with	ADP
ahmr-919	45	27	a	a	DET
ahmr-919	45	28	treatment	treatment	NOUN
ahmr-919	45	29	group	group	NOUN
ahmr-919	45	30	(	(	PUNCT
ahmr-919	45	31	see	see	VERB
ahmr-919	45	32	world	world	PROPN
ahmr-919	45	33	bank	bank	PROPN
ahmr-919	45	34	,	,	PUNCT
ahmr-919	45	35	2007	2007	NUM
ahmr-919	45	36	;	;	PUNCT
ahmr-919	45	37	ravallion	ravallion	NOUN
ahmr-919	45	38	,	,	PUNCT
ahmr-919	45	39	2001	2001	NUM
ahmr-919	45	40	;	;	PUNCT
ahmr-919	45	41	moffitt	moffitt	PROPN
ahmr-919	45	42	,	,	PUNCT
ahmr-919	45	43	1991	1991	NUM
ahmr-919	45	44	)	)	PUNCT
ahmr-919	45	45	.	.	PUNCT
ahmr-919	46	1	these	these	DET
ahmr-919	46	2	techniques	technique	NOUN
ahmr-919	46	3	include	include	VERB
ahmr-919	46	4	propensity	propensity	NOUN
ahmr-919	46	5	score	score	NOUN
ahmr-919	46	6	matching	matching	NOUN
ahmr-919	46	7	(	(	PUNCT
ahmr-919	46	8	psm	psm	NOUN
ahmr-919	46	9	)	)	PUNCT
ahmr-919	46	10	,	,	PUNCT
ahmr-919	46	11	instrumental	instrumental	ADJ
ahmr-919	46	12	variable	variable	NOUN
ahmr-919	46	13	(	(	PUNCT
ahmr-919	46	14	iv	iv	X
ahmr-919	46	15	)	)	PUNCT
ahmr-919	46	16	and	and	CCONJ
ahmr-919	46	17	the	the	DET
ahmr-919	46	18	double	double	ADJ
ahmr-919	46	19	difference	difference	NOUN
ahmr-919	46	20	(	(	PUNCT
ahmr-919	46	21	difference	difference	NOUN
ahmr-919	46	22	in	in	ADP
ahmr-919	46	23	difference	difference	NOUN
ahmr-919	46	24	)	)	PUNCT
ahmr-919	46	25	methods	method	NOUN
ahmr-919	46	26	.	.	PUNCT
ahmr-919	47	1	the	the	DET
ahmr-919	47	2	first	first	ADJ
ahmr-919	47	3	two	two	NUM
ahmr-919	47	4	techniques	technique	NOUN
ahmr-919	47	5	will	will	AUX
ahmr-919	47	6	be	be	AUX
ahmr-919	47	7	used	use	VERB
ahmr-919	47	8	in	in	ADP
ahmr-919	47	9	the	the	DET
ahmr-919	47	10	current	current	ADJ
ahmr-919	47	11	study	study	NOUN
ahmr-919	47	12	for	for	ADP
ahmr-919	47	13	comparison	comparison	NOUN
ahmr-919	47	14	to	to	PART
ahmr-919	47	15	deal	deal	VERB
ahmr-919	47	16	with	with	ADP
ahmr-919	47	17	the	the	DET
ahmr-919	47	18	issue	issue	NOUN
ahmr-919	47	19	of	of	ADP
ahmr-919	47	20	selection	selection	NOUN
ahmr-919	47	21	bias	bias	NOUN
ahmr-919	47	22	.	.	PUNCT
ahmr-919	48	1	the	the	DET
ahmr-919	48	2	last	last	ADJ
ahmr-919	48	3	technique	technique	NOUN
ahmr-919	48	4	can	can	AUX
ahmr-919	48	5	not	not	PART
ahmr-919	48	6	be	be	AUX
ahmr-919	48	7	used	use	VERB
ahmr-919	48	8	as	as	SCONJ
ahmr-919	48	9	it	it	PRON
ahmr-919	48	10	requires	require	VERB
ahmr-919	48	11	data	datum	NOUN
ahmr-919	48	12	on	on	ADP
ahmr-919	48	13	treatments	treatment	NOUN
ahmr-919	48	14	and	and	CCONJ
ahmr-919	48	15	controls	control	NOUN
ahmr-919	48	16	before	before	ADV
ahmr-919	48	17	and	and	CCONJ
ahmr-919	48	18	after	after	ADP
ahmr-919	48	19	migration	migration	NOUN
ahmr-919	48	20	.	.	PUNCT
ahmr-919	49	1	instrument	instrument	NOUN
ahmr-919	49	2	variables	variable	NOUN
ahmr-919	49	3	are	be	AUX
ahmr-919	49	4	variables	variable	NOUN
ahmr-919	49	5	that	that	PRON
ahmr-919	49	6	matter	matter	VERB
ahmr-919	49	7	to	to	PART
ahmr-919	49	8	participation	participation	VERB
ahmr-919	49	9	but	but	CCONJ
ahmr-919	49	10	not	not	PART
ahmr-919	49	11	outcomes	outcome	NOUN
ahmr-919	49	12	.	.	PUNCT
ahmr-919	50	1	that	that	PRON
ahmr-919	50	2	is	is	ADV
ahmr-919	50	3	,	,	PUNCT
ahmr-919	50	4	a	a	DET
ahmr-919	50	5	variable	variable	ADJ
ahmr-919	50	6	(	(	PUNCT
ahmr-919	50	7	instrument	instrument	NOUN
ahmr-919	50	8	)	)	PUNCT
ahmr-919	50	9	that	that	PRON
ahmr-919	50	10	is	be	AUX
ahmr-919	50	11	related	relate	VERB
ahmr-919	50	12	to	to	ADP
ahmr-919	50	13	migration	migration	NOUN
ahmr-919	50	14	but	but	CCONJ
ahmr-919	50	15	not	not	PART
ahmr-919	50	16	to	to	PART
ahmr-919	50	17	welfare	welfare	NOUN
ahmr-919	50	18	is	be	AUX
ahmr-919	50	19	chosen	choose	VERB
ahmr-919	50	20	.	.	PUNCT
ahmr-919	51	1	the	the	DET
ahmr-919	51	2	instrumentals	instrumental	NOUN
ahmr-919	51	3	are	be	AUX
ahmr-919	51	4	first	first	ADV
ahmr-919	51	5	used	use	VERB
ahmr-919	51	6	to	to	PART
ahmr-919	51	7	predict	predict	VERB
ahmr-919	51	8	participation	participation	NOUN
ahmr-919	51	9	in	in	ADP
ahmr-919	51	10	activity	activity	NOUN
ahmr-919	51	11	(	(	PUNCT
ahmr-919	51	12	migration	migration	NOUN
ahmr-919	51	13	)	)	PUNCT
ahmr-919	51	14	and	and	CCONJ
ahmr-919	51	15	then	then	ADV
ahmr-919	51	16	one	one	NUM
ahmr-919	51	17	sees	see	VERB
ahmr-919	51	18	how	how	SCONJ
ahmr-919	51	19	the	the	DET
ahmr-919	51	20	outcome	outcome	NOUN
ahmr-919	51	21	indicators	indicator	NOUN
ahmr-919	51	22	vary	vary	VERB
ahmr-919	51	23	with	with	ADP
ahmr-919	51	24	the	the	DET
ahmr-919	51	25	predicted	predict	VERB
ahmr-919	51	26	values	value	NOUN
ahmr-919	51	27	conditional	conditional	ADJ
ahmr-919	51	28	on	on	ADP
ahmr-919	51	29	other	other	ADJ
ahmr-919	51	30	characteristics	characteristic	NOUN
ahmr-919	51	31	.	.	PUNCT
ahmr-919	52	1	psm	psm	PROPN
ahmr-919	52	2	,	,	PUNCT
ahmr-919	52	3	on	on	ADP
ahmr-919	52	4	the	the	DET
ahmr-919	52	5	other	other	ADJ
ahmr-919	52	6	hand	hand	NOUN
ahmr-919	52	7	,	,	PUNCT
ahmr-919	52	8	is	be	AUX
ahmr-919	52	9	a	a	DET
ahmr-919	52	10	statistical	statistical	ADJ
ahmr-919	52	11	matching	matching	NOUN
ahmr-919	52	12	technique	technique	NOUN
ahmr-919	52	13	that	that	PRON
ahmr-919	52	14	attempts	attempt	VERB
ahmr-919	52	15	to	to	PART
ahmr-919	52	16	estimate	estimate	VERB
ahmr-919	52	17	the	the	DET
ahmr-919	52	18	effect	effect	NOUN
ahmr-919	52	19	of	of	ADP
ahmr-919	52	20	a	a	DET
ahmr-919	52	21	treatment	treatment	NOUN
ahmr-919	52	22	,	,	PUNCT
ahmr-919	52	23	policy	policy	NOUN
ahmr-919	52	24	or	or	CCONJ
ahmr-919	52	25	other	other	ADJ
ahmr-919	52	26	intervention	intervention	NOUN
ahmr-919	52	27	(	(	PUNCT
ahmr-919	52	28	in	in	ADP
ahmr-919	52	29	our	our	PRON
ahmr-919	52	30	case	case	NOUN
ahmr-919	52	31	,	,	PUNCT
ahmr-919	52	32	migration	migration	NOUN
ahmr-919	52	33	)	)	PUNCT
ahmr-919	52	34	by	by	ADP
ahmr-919	52	35	accounting	account	VERB
ahmr-919	52	36	for	for	ADP
ahmr-919	52	37	the	the	DET
ahmr-919	52	38	covariates	covariate	NOUN
ahmr-919	52	39	that	that	PRON
ahmr-919	52	40	predict	predict	VERB
ahmr-919	52	41	receiving	receive	VERB
ahmr-919	52	42	the	the	DET
ahmr-919	52	43	treatment	treatment	NOUN
ahmr-919	52	44	.	.	PUNCT
ahmr-919	53	1	the	the	DET
ahmr-919	53	2	psm	psm	PROPN
ahmr-919	53	3	approach	approach	NOUN
ahmr-919	53	4	tries	try	VERB
ahmr-919	53	5	to	to	PART
ahmr-919	53	6	capture	capture	VERB
ahmr-919	53	7	the	the	DET
ahmr-919	53	8	effects	effect	NOUN
ahmr-919	53	9	of	of	ADP
ahmr-919	53	10	different	different	ADJ
ahmr-919	53	11	observed	observed	ADJ
ahmr-919	53	12	covariates	covariate	NOUN
ahmr-919	53	13	x	x	PUNCT
ahmr-919	53	14	on	on	ADP
ahmr-919	53	15	participation	participation	NOUN
ahmr-919	53	16	in	in	ADP
ahmr-919	53	17	a	a	DET
ahmr-919	53	18	single	single	ADJ
ahmr-919	53	19	propensity	propensity	NOUN
ahmr-919	53	20	score	score	NOUN
ahmr-919	53	21	.	.	PUNCT
ahmr-919	54	1	then	then	ADV
ahmr-919	54	2	,	,	PUNCT
ahmr-919	54	3	outcomes	outcome	NOUN
ahmr-919	54	4	of	of	ADP
ahmr-919	54	5	participating	participate	VERB
ahmr-919	54	6	and	and	CCONJ
ahmr-919	54	7	non	non	ADJ
ahmr-919	54	8	-	-	ADJ
ahmr-919	54	9	participating	participate	VERB
ahmr-919	54	10	households	household	NOUN
ahmr-919	54	11	with	with	ADP
ahmr-919	54	12	similar	similar	ADJ
ahmr-919	54	13	propensity	propensity	NOUN
ahmr-919	54	14	scores	score	NOUN
ahmr-919	54	15	are	be	AUX
ahmr-919	54	16	compared	compare	VERB
ahmr-919	54	17	to	to	PART
ahmr-919	54	18	obtain	obtain	VERB
ahmr-919	54	19	the	the	DET
ahmr-919	54	20	program	program	NOUN
ahmr-919	54	21	’s	’s	PART
ahmr-919	54	22	(	(	PUNCT
ahmr-919	54	23	participating	participate	VERB
ahmr-919	54	24	in	in	ADP
ahmr-919	54	25	migration	migration	NOUN
ahmr-919	54	26	)	)	PUNCT
ahmr-919	54	27	effect	effect	NOUN
ahmr-919	54	28	(	(	PUNCT
ahmr-919	54	29	see	see	VERB
ahmr-919	54	30	mensah	mensah	PROPN
ahmr-919	54	31	et	et	PROPN
ahmr-919	54	32	al	al	PROPN
ahmr-919	54	33	.	.	PROPN
ahmr-919	54	34	,	,	PUNCT
ahmr-919	54	35	2010	2010	NUM
ahmr-919	54	36	)	)	PUNCT
ahmr-919	54	37	.	.	PUNCT
ahmr-919	55	1	that	that	PRON
ahmr-919	55	2	is	be	AUX
ahmr-919	55	3	,	,	PUNCT
ahmr-919	55	4	propensity	propensity	NOUN
ahmr-919	55	5	score	score	NOUN
ahmr-919	55	6	:	:	PUNCT
ahmr-919	55	7	p(x	p(x	NOUN
ahmr-919	55	8	)	)	PUNCT
ahmr-919	55	9	=	=	SYM
ahmr-919	55	10	pr	pr	NOUN
ahmr-919	55	11	(	(	PUNCT
ahmr-919	55	12	t	t	NOUN
ahmr-919	55	13	=	=	SYM
ahmr-919	55	14	1	1	NUM
ahmr-919	55	15	/	/	SYM
ahmr-919	55	16	x	x	NOUN
ahmr-919	55	17	)	)	PUNCT
ahmr-919	55	18	.	.	PUNCT
ahmr-919	56	1	in	in	ADP
ahmr-919	56	2	using	use	VERB
ahmr-919	56	3	the	the	DET
ahmr-919	56	4	psm	psm	NOUN
ahmr-919	56	5	,	,	PUNCT
ahmr-919	56	6	two	two	NUM
ahmr-919	56	7	assumptions	assumption	NOUN
ahmr-919	56	8	need	need	VERB
ahmr-919	56	9	to	to	PART
ahmr-919	56	10	be	be	AUX
ahmr-919	56	11	made	make	VERB
ahmr-919	56	12	.	.	PUNCT
ahmr-919	57	1	these	these	PRON
ahmr-919	57	2	are	be	AUX
ahmr-919	57	3	the	the	DET
ahmr-919	57	4	conditional	conditional	ADJ
ahmr-919	57	5	independence	independence	NOUN
ahmr-919	57	6	and	and	CCONJ
ahmr-919	57	7	presence	presence	NOUN
ahmr-919	57	8	of	of	ADP
ahmr-919	57	9	common	common	ADJ
ahmr-919	57	10	support	support	NOUN
ahmr-919	57	11	(	(	PUNCT
ahmr-919	57	12	rosenbaum	rosenbaum	PROPN
ahmr-919	57	13	&	&	CCONJ
ahmr-919	57	14	rubin	rubin	PROPN
ahmr-919	57	15	,	,	PUNCT
ahmr-919	57	16	1983	1983	NUM
ahmr-919	57	17	)	)	PUNCT
ahmr-919	57	18	.	.	PUNCT
ahmr-919	58	1	the	the	DET
ahmr-919	58	2	conditional	conditional	ADJ
ahmr-919	58	3	independence	independence	NOUN
ahmr-919	58	4	states	state	VERB
ahmr-919	58	5	that	that	SCONJ
ahmr-919	58	6	given	give	VERB
ahmr-919	58	7	a	a	DET
ahmr-919	58	8	set	set	NOUN
ahmr-919	58	9	of	of	ADP
ahmr-919	58	10	observable	observable	ADJ
ahmr-919	58	11	covariates	covariate	NOUN
ahmr-919	58	12	x	x	PUNCT
ahmr-919	58	13	that	that	PRON
ahmr-919	58	14	are	be	AUX
ahmr-919	58	15	not	not	PART
ahmr-919	58	16	affected	affect	VERB
ahmr-919	58	17	by	by	ADP
ahmr-919	58	18	treatment	treatment	NOUN
ahmr-919	58	19	;	;	PUNCT
ahmr-919	58	20	potential	potential	ADJ
ahmr-919	58	21	outcomes	outcome	NOUN
ahmr-919	58	22	y	y	PROPN
ahmr-919	58	23	are	be	AUX
ahmr-919	58	24	independent	independent	ADJ
ahmr-919	58	25	of	of	ADP
ahmr-919	58	26	treatment	treatment	NOUN
ahmr-919	58	27	assignment	assignment	NOUN
ahmr-919	58	28	t.	t.	NOUN
ahmr-919	58	29	if	if	SCONJ
ahmr-919	58	30	yt	yt	PROPN
ahmr-919	58	31	represents	represent	VERB
ahmr-919	58	32	outcomes	outcome	NOUN
ahmr-919	58	33	for	for	ADP
ahmr-919	58	34	participants	participant	NOUN
ahmr-919	58	35	and	and	CCONJ
ahmr-919	58	36	yc	yc	NOUN
ahmr-919	58	37	outcomes	outcome	NOUN
ahmr-919	58	38	for	for	ADP
ahmr-919	58	39	nonparticipants	nonparticipant	NOUN
ahmr-919	58	40	,	,	PUNCT
ahmr-919	58	41	conditional	conditional	ADJ
ahmr-919	58	42	independence	independence	NOUN
ahmr-919	58	43	implies	imply	VERB
ahmr-919	58	44	:	:	PUNCT
ahmr-919	58	45	(	(	PUNCT
ahmr-919	58	46	yt	yt	NOUN
ahmr-919	58	47	,	,	PUNCT
ahmr-919	58	48	yc	yc	NOUN
ahmr-919	58	49	)	)	PUNCT
ahmr-919	58	50	┴	┴	NOUN
ahmr-919	58	51	ti	ti	PROPN
ahmr-919	58	52	/	/	SYM
ahmr-919	58	53	x.	x.	NOUN
ahmr-919	58	54	the	the	DET
ahmr-919	58	55	second	second	ADJ
ahmr-919	58	56	assumption	assumption	NOUN
ahmr-919	58	57	–	–	PUNCT
ahmr-919	58	58	common	common	ADJ
ahmr-919	58	59	support	support	NOUN
ahmr-919	58	60	or	or	CCONJ
ahmr-919	58	61	overlap	overlap	NOUN
ahmr-919	58	62	condition	condition	NOUN
ahmr-919	58	63	:	:	PUNCT
ahmr-919	58	64	0	0	PUNCT
ahmr-919	58	65	<	<	X
ahmr-919	58	66	p	p	X
ahmr-919	58	67	(	(	PUNCT
ahmr-919	58	68	ti	ti	X
ahmr-919	58	69	=	=	SYM
ahmr-919	58	70	1	1	NUM
ahmr-919	58	71	/	/	SYM
ahmr-919	58	72	xi	xi	PROPN
ahmr-919	58	73	)	)	PUNCT
ahmr-919	58	74	<	<	X
ahmr-919	59	1	1	1	X
ahmr-919	59	2	.	.	PUNCT
ahmr-919	59	3	ahmr	ahmr	NOUN
ahmr-919	59	4	,	,	PUNCT
ahmr-919	59	5	vol.3	vol.3	PROPN
ahmr-919	59	6	no1	no1	PROPN
ahmr-919	59	7	,	,	PUNCT
ahmr-919	59	8	january	january	PROPN
ahmr-919	59	9	-	-	PUNCT
ahmr-919	59	10	april	april	PROPN
ahmr-919	59	11	2017	2017	NUM
ahmr-919	59	12	736	736	NUM
ahmr-919	59	13	this	this	DET
ahmr-919	59	14	condition	condition	NOUN
ahmr-919	59	15	ensures	ensure	VERB
ahmr-919	59	16	that	that	SCONJ
ahmr-919	59	17	treatment	treatment	NOUN
ahmr-919	59	18	observations	observation	NOUN
ahmr-919	59	19	have	have	VERB
ahmr-919	59	20	comparison	comparison	NOUN
ahmr-919	59	21	observations	observation	NOUN
ahmr-919	59	22	‘	'	PUNCT
ahmr-919	59	23	nearby	nearby	ADJ
ahmr-919	59	24	’	'	PUNCT
ahmr-919	59	25	in	in	ADP
ahmr-919	59	26	the	the	DET
ahmr-919	59	27	propensity	propensity	NOUN
ahmr-919	59	28	score	score	NOUN
ahmr-919	59	29	distribution	distribution	NOUN
ahmr-919	59	30	(	(	PUNCT
ahmr-919	60	1	heckman	heckman	PROPN
ahmr-919	60	2	et	et	PROPN
ahmr-919	60	3	al	al	PROPN
ahmr-919	60	4	.	.	PROPN
ahmr-919	60	5	,	,	PUNCT
ahmr-919	60	6	1999	1999	NUM
ahmr-919	60	7	)	)	PUNCT
ahmr-919	60	8	.	.	PUNCT
ahmr-919	61	1	in	in	ADP
ahmr-919	61	2	matching	match	VERB
ahmr-919	61	3	participants	participant	NOUN
ahmr-919	61	4	to	to	ADP
ahmr-919	61	5	non	non	NOUN
ahmr-919	61	6	-	-	NOUN
ahmr-919	61	7	participants	participant	NOUN
ahmr-919	61	8	,	,	PUNCT
ahmr-919	61	9	different	different	ADJ
ahmr-919	61	10	matching	matching	NOUN
ahmr-919	61	11	criteria	criterion	NOUN
ahmr-919	61	12	can	can	AUX
ahmr-919	61	13	be	be	AUX
ahmr-919	61	14	used	use	VERB
ahmr-919	61	15	to	to	PART
ahmr-919	61	16	assign	assign	VERB
ahmr-919	61	17	participants	participant	NOUN
ahmr-919	61	18	to	to	ADP
ahmr-919	61	19	non	non	NOUN
ahmr-919	61	20	-	-	NOUN
ahmr-919	61	21	participants	participant	NOUN
ahmr-919	61	22	on	on	ADP
ahmr-919	61	23	the	the	DET
ahmr-919	61	24	basis	basis	NOUN
ahmr-919	61	25	of	of	ADP
ahmr-919	61	26	the	the	DET
ahmr-919	61	27	propensity	propensity	NOUN
ahmr-919	61	28	.	.	PUNCT
ahmr-919	62	1	primarily	primarily	ADV
ahmr-919	62	2	,	,	PUNCT
ahmr-919	62	3	there	there	PRON
ahmr-919	62	4	are	be	VERB
ahmr-919	62	5	four	four	NUM
ahmr-919	62	6	matching	matching	NOUN
ahmr-919	62	7	methods	method	NOUN
ahmr-919	62	8	.	.	PUNCT
ahmr-919	63	1	these	these	PRON
ahmr-919	63	2	include	include	VERB
ahmr-919	63	3	the	the	DET
ahmr-919	63	4	nearest	near	ADV
ahmr-919	63	5	-	-	PUNCT
ahmr-919	63	6	neighbour	neighbour	NOUN
ahmr-919	63	7	matching	matching	NOUN
ahmr-919	63	8	(	(	PUNCT
ahmr-919	63	9	nnm	nnm	NOUN
ahmr-919	63	10	)	)	PUNCT
ahmr-919	63	11	,	,	PUNCT
ahmr-919	63	12	radius	radius	NOUN
ahmr-919	63	13	matching	matching	NOUN
ahmr-919	63	14	(	(	PUNCT
ahmr-919	63	15	rm	rm	NOUN
ahmr-919	63	16	)	)	PUNCT
ahmr-919	63	17	,	,	PUNCT
ahmr-919	63	18	caliper	caliper	NOUN
ahmr-919	63	19	matching	matching	NOUN
ahmr-919	63	20	(	(	PUNCT
ahmr-919	63	21	cm	cm	NOUN
ahmr-919	63	22	)	)	PUNCT
ahmr-919	63	23	and	and	CCONJ
ahmr-919	63	24	stratified	stratified	ADJ
ahmr-919	63	25	matching	matching	NOUN
ahmr-919	63	26	(	(	PUNCT
ahmr-919	63	27	sm).3	sm).3	VERB
ahmr-919	63	28	in	in	ADP
ahmr-919	63	29	this	this	DET
ahmr-919	63	30	study	study	NOUN
ahmr-919	63	31	,	,	PUNCT
ahmr-919	63	32	the	the	DET
ahmr-919	63	33	nnm	nnm	NOUN
ahmr-919	63	34	technique	technique	NOUN
ahmr-919	63	35	with	with	ADP
ahmr-919	63	36	replacement	replacement	NOUN
ahmr-919	63	37	and	and	CCONJ
ahmr-919	63	38	a	a	DET
ahmr-919	63	39	caliper	caliper	NOUN
ahmr-919	63	40	imposed	impose	VERB
ahmr-919	63	41	to	to	PART
ahmr-919	63	42	avoid	avoid	VERB
ahmr-919	63	43	poor	poor	ADJ
ahmr-919	63	44	matching	matching	NOUN
ahmr-919	63	45	is	be	AUX
ahmr-919	63	46	used	use	VERB
ahmr-919	63	47	.	.	PUNCT
ahmr-919	64	1	in	in	ADP
ahmr-919	64	2	the	the	DET
ahmr-919	64	3	nnm	nnm	NOUN
ahmr-919	64	4	,	,	PUNCT
ahmr-919	64	5	the	the	DET
ahmr-919	64	6	absolute	absolute	ADJ
ahmr-919	64	7	difference	difference	NOUN
ahmr-919	64	8	between	between	ADP
ahmr-919	64	9	propensity	propensity	NOUN
ahmr-919	64	10	scores	score	NOUN
ahmr-919	64	11	in	in	ADP
ahmr-919	64	12	the	the	DET
ahmr-919	64	13	treated	treat	VERB
ahmr-919	64	14	and	and	CCONJ
ahmr-919	64	15	control	control	NOUN
ahmr-919	64	16	groups	group	NOUN
ahmr-919	64	17	is	be	AUX
ahmr-919	64	18	minimised	minimise	VERB
ahmr-919	64	19	.	.	PUNCT
ahmr-919	65	1	the	the	DET
ahmr-919	65	2	control	control	NOUN
ahmr-919	65	3	and	and	CCONJ
ahmr-919	65	4	treatment	treatment	NOUN
ahmr-919	65	5	subjects	subject	NOUN
ahmr-919	65	6	are	be	AUX
ahmr-919	65	7	randomly	randomly	ADV
ahmr-919	65	8	ordered	order	VERB
ahmr-919	65	9	where	where	SCONJ
ahmr-919	65	10	a	a	DET
ahmr-919	65	11	treated	treat	VERB
ahmr-919	65	12	subject	subject	NOUN
ahmr-919	65	13	is	be	AUX
ahmr-919	65	14	matched	match	VERB
ahmr-919	65	15	with	with	ADP
ahmr-919	65	16	a	a	DET
ahmr-919	65	17	control	control	NOUN
ahmr-919	65	18	subject	subject	NOUN
ahmr-919	65	19	with	with	ADP
ahmr-919	65	20	a	a	DET
ahmr-919	65	21	closest	close	ADJ
ahmr-919	65	22	propensity	propensity	NOUN
ahmr-919	65	23	score	score	NOUN
ahmr-919	65	24	.	.	PUNCT
ahmr-919	66	1	c(pi	c(pi	NOUN
ahmr-919	66	2	)	)	PUNCT
ahmr-919	66	3	=	=	SYM
ahmr-919	66	4	minj	minj	NOUN
ahmr-919	66	5	│	│	PROPN
ahmr-919	66	6	pi	pi	NOUN
ahmr-919	66	7	pj	pj	PROPN
ahmr-919	66	8	│	│	X
ahmr-919	66	9	where	where	SCONJ
ahmr-919	66	10	c(pi	c(pi	NOUN
ahmr-919	66	11	)	)	PUNCT
ahmr-919	66	12	is	be	AUX
ahmr-919	66	13	the	the	DET
ahmr-919	66	14	group	group	NOUN
ahmr-919	66	15	of	of	ADP
ahmr-919	66	16	control	control	NOUN
ahmr-919	66	17	subjects	subject	NOUN
ahmr-919	66	18	j	j	PROPN
ahmr-919	66	19	matched	match	VERB
ahmr-919	66	20	to	to	PART
ahmr-919	66	21	treated	treat	VERB
ahmr-919	66	22	subjects	subject	NOUN
ahmr-919	66	23	i	i	PRON
ahmr-919	66	24	on	on	ADP
ahmr-919	66	25	the	the	DET
ahmr-919	66	26	estimated	estimate	VERB
ahmr-919	66	27	propensity	propensity	NOUN
ahmr-919	66	28	scores	score	NOUN
ahmr-919	66	29	.	.	PUNCT
ahmr-919	67	1	pi	pi	PROPN
ahmr-919	67	2	is	be	AUX
ahmr-919	67	3	the	the	DET
ahmr-919	67	4	estimated	estimate	VERB
ahmr-919	67	5	propensity	propensity	NOUN
ahmr-919	67	6	score	score	NOUN
ahmr-919	67	7	for	for	ADP
ahmr-919	67	8	the	the	DET
ahmr-919	67	9	treated	treat	VERB
ahmr-919	67	10	subject	subject	PROPN
ahmr-919	67	11	i.	i.	PROPN
ahmr-919	67	12	pj	pj	PROPN
ahmr-919	67	13	is	be	AUX
ahmr-919	67	14	the	the	DET
ahmr-919	67	15	estimated	estimate	VERB
ahmr-919	67	16	propensity	propensity	NOUN
ahmr-919	67	17	score	score	NOUN
ahmr-919	67	18	for	for	ADP
ahmr-919	67	19	the	the	DET
ahmr-919	67	20	control	control	PROPN
ahmr-919	67	21	subject	subject	PROPN
ahmr-919	68	1	j.	j.	PROPN
ahmr-919	68	2	having	having	AUX
ahmr-919	68	3	estimated	estimate	VERB
ahmr-919	68	4	the	the	DET
ahmr-919	68	5	propensity	propensity	NOUN
ahmr-919	68	6	scores	score	NOUN
ahmr-919	68	7	,	,	PUNCT
ahmr-919	68	8	the	the	DET
ahmr-919	68	9	next	next	ADJ
ahmr-919	68	10	thing	thing	NOUN
ahmr-919	68	11	to	to	PART
ahmr-919	68	12	do	do	VERB
ahmr-919	68	13	is	be	AUX
ahmr-919	68	14	to	to	PART
ahmr-919	68	15	examine	examine	VERB
ahmr-919	68	16	the	the	DET
ahmr-919	68	17	impact	impact	NOUN
ahmr-919	68	18	of	of	ADP
ahmr-919	68	19	program	program	NOUN
ahmr-919	68	20	participation	participation	NOUN
ahmr-919	68	21	(	(	PUNCT
ahmr-919	68	22	migration	migration	NOUN
ahmr-919	68	23	)	)	PUNCT
ahmr-919	68	24	on	on	ADP
ahmr-919	68	25	potential	potential	ADJ
ahmr-919	68	26	outcomes	outcome	NOUN
ahmr-919	68	27	(	(	PUNCT
ahmr-919	68	28	in	in	ADP
ahmr-919	68	29	this	this	DET
ahmr-919	68	30	case	case	NOUN
ahmr-919	68	31	,	,	PUNCT
ahmr-919	68	32	welfare	welfare	NOUN
ahmr-919	68	33	)	)	PUNCT
ahmr-919	68	34	.	.	PUNCT
ahmr-919	69	1	the	the	DET
ahmr-919	69	2	impact	impact	NOUN
ahmr-919	69	3	of	of	ADP
ahmr-919	69	4	a	a	DET
ahmr-919	69	5	treatment	treatment	NOUN
ahmr-919	69	6	for	for	ADP
ahmr-919	69	7	an	an	DET
ahmr-919	69	8	individual	individual	ADJ
ahmr-919	69	9	i	i	PROPN
ahmr-919	69	10	,	,	PUNCT
ahmr-919	69	11	noted	note	VERB
ahmr-919	69	12	δi	δi	ADP
ahmr-919	69	13	,	,	PUNCT
ahmr-919	69	14	is	be	AUX
ahmr-919	69	15	defined	define	VERB
ahmr-919	69	16	as	as	ADP
ahmr-919	69	17	the	the	DET
ahmr-919	69	18	difference	difference	NOUN
ahmr-919	69	19	between	between	ADP
ahmr-919	69	20	the	the	DET
ahmr-919	69	21	potential	potential	ADJ
ahmr-919	69	22	outcomes	outcome	NOUN
ahmr-919	69	23	with	with	ADP
ahmr-919	69	24	treatment	treatment	NOUN
ahmr-919	69	25	and	and	CCONJ
ahmr-919	69	26	without	without	ADP
ahmr-919	69	27	treatment	treatment	NOUN
ahmr-919	69	28	.	.	PUNCT
ahmr-919	70	1	thus	thus	ADV
ahmr-919	70	2	,	,	PUNCT
ahmr-919	70	3	δi	δi	PRON
ahmr-919	70	4	=	=	PUNCT
ahmr-919	70	5	y1i	y1i	PROPN
ahmr-919	70	6	−y0i	−y0i	NUM
ahmr-919	70	7	.	.	PUNCT
ahmr-919	71	1	the	the	DET
ahmr-919	71	2	mean	mean	ADJ
ahmr-919	71	3	impact	impact	NOUN
ahmr-919	71	4	of	of	ADP
ahmr-919	71	5	treatment	treatment	NOUN
ahmr-919	71	6	is	be	AUX
ahmr-919	71	7	obtained	obtain	VERB
ahmr-919	71	8	by	by	ADP
ahmr-919	71	9	averaging	average	VERB
ahmr-919	71	10	the	the	DET
ahmr-919	71	11	impact	impact	NOUN
ahmr-919	71	12	across	across	ADP
ahmr-919	71	13	all	all	DET
ahmr-919	71	14	individuals	individual	NOUN
ahmr-919	71	15	in	in	ADP
ahmr-919	71	16	the	the	DET
ahmr-919	71	17	population	population	NOUN
ahmr-919	71	18	.	.	PUNCT
ahmr-919	72	1	this	this	DET
ahmr-919	72	2	estimate	estimate	NOUN
ahmr-919	72	3	is	be	AUX
ahmr-919	72	4	called	call	VERB
ahmr-919	72	5	average	average	ADJ
ahmr-919	72	6	treatment	treatment	NOUN
ahmr-919	72	7	effect	effect	NOUN
ahmr-919	72	8	(	(	PUNCT
ahmr-919	72	9	ate	ate	NOUN
ahmr-919	72	10	)	)	PUNCT
ahmr-919	72	11	.	.	PUNCT
ahmr-919	73	1	implies	imply	VERB
ahmr-919	73	2	ate	eat	VERB
ahmr-919	73	3	=	=	SYM
ahmr-919	73	4	e(δ	e(δ	X
ahmr-919	73	5	)	)	PUNCT
ahmr-919	73	6	=	=	SYM
ahmr-919	73	7	e(y1	e(y1	NOUN
ahmr-919	73	8	-	-	PUNCT
ahmr-919	73	9	y0	y0	NOUN
ahmr-919	73	10	)	)	PUNCT
ahmr-919	73	11	.	.	PUNCT
ahmr-919	74	1	a	a	DET
ahmr-919	74	2	quantity	quantity	NOUN
ahmr-919	74	3	of	of	ADP
ahmr-919	74	4	interest	interest	NOUN
ahmr-919	74	5	is	be	AUX
ahmr-919	74	6	the	the	DET
ahmr-919	74	7	average	average	ADJ
ahmr-919	74	8	treatment	treatment	NOUN
ahmr-919	74	9	effect	effect	NOUN
ahmr-919	74	10	on	on	ADP
ahmr-919	74	11	the	the	DET
ahmr-919	74	12	treated	treat	VERB
ahmr-919	74	13	(	(	PUNCT
ahmr-919	74	14	att	att	PROPN
ahmr-919	74	15	)	)	PUNCT
ahmr-919	74	16	,	,	PUNCT
ahmr-919	74	17	which	which	PRON
ahmr-919	74	18	measures	measure	VERB
ahmr-919	74	19	the	the	DET
ahmr-919	74	20	impact	impact	NOUN
ahmr-919	74	21	of	of	ADP
ahmr-919	74	22	participation	participation	NOUN
ahmr-919	74	23	in	in	ADP
ahmr-919	74	24	migration	migration	NOUN
ahmr-919	74	25	on	on	ADP
ahmr-919	74	26	the	the	DET
ahmr-919	74	27	welfare	welfare	NOUN
ahmr-919	74	28	of	of	ADP
ahmr-919	74	29	those	those	DET
ahmr-919	74	30	households	household	NOUN
ahmr-919	74	31	left	leave	VERB
ahmr-919	74	32	behind	behind	ADV
ahmr-919	74	33	.	.	PUNCT
ahmr-919	75	1	3	3	NUM
ahmr-919	75	2	see	see	VERB
ahmr-919	75	3	khandker	khandker	NOUN
ahmr-919	75	4	et	et	PROPN
ahmr-919	75	5	al	al	PROPN
ahmr-919	75	6	.	.	PROPN
ahmr-919	76	1	(	(	PUNCT
ahmr-919	76	2	2010	2010	NUM
ahmr-919	76	3	)	)	PUNCT
ahmr-919	76	4	for	for	ADP
ahmr-919	76	5	a	a	DET
ahmr-919	76	6	more	more	ADV
ahmr-919	76	7	detailed	detailed	ADJ
ahmr-919	76	8	discussion	discussion	NOUN
ahmr-919	76	9	of	of	ADP
ahmr-919	76	10	the	the	DET
ahmr-919	76	11	various	various	ADJ
ahmr-919	76	12	methods	method	NOUN
ahmr-919	76	13	.	.	PUNCT
ahmr-919	77	1	ahmr	ahmr	NOUN
ahmr-919	77	2	,	,	PUNCT
ahmr-919	77	3	vol.3	vol.3	PROPN
ahmr-919	77	4	no1	no1	PROPN
ahmr-919	77	5	,	,	PUNCT
ahmr-919	77	6	january	january	PROPN
ahmr-919	77	7	-	-	PUNCT
ahmr-919	77	8	april	april	PROPN
ahmr-919	77	9	2017	2017	NUM
ahmr-919	77	10	737	737	NUM
ahmr-919	77	11	i.e	i.e	PRON
ahmr-919	77	12	att	att	PROPN
ahmr-919	77	13	=	=	SYM
ahmr-919	77	14	e(y1	e(y1	NOUN
ahmr-919	77	15	-	-	PUNCT
ahmr-919	77	16	y0	y0	NOUN
ahmr-919	77	17	/	/	SYM
ahmr-919	77	18	d=1	d=1	NOUN
ahmr-919	77	19	)	)	PUNCT
ahmr-919	77	20	.	.	PUNCT
ahmr-919	78	1	finally	finally	ADV
ahmr-919	78	2	,	,	PUNCT
ahmr-919	78	3	the	the	DET
ahmr-919	78	4	average	average	ADJ
ahmr-919	78	5	treatment	treatment	NOUN
ahmr-919	78	6	on	on	ADP
ahmr-919	78	7	the	the	DET
ahmr-919	78	8	unmatched	unmatched	ADJ
ahmr-919	78	9	(	(	PUNCT
ahmr-919	78	10	atu	atu	NOUN
ahmr-919	78	11	)	)	PUNCT
ahmr-919	78	12	measures	measure	VERB
ahmr-919	78	13	the	the	DET
ahmr-919	78	14	impact	impact	NOUN
ahmr-919	78	15	that	that	PRON
ahmr-919	78	16	the	the	DET
ahmr-919	78	17	treatment	treatment	NOUN
ahmr-919	78	18	would	would	AUX
ahmr-919	78	19	have	have	AUX
ahmr-919	78	20	had	have	VERB
ahmr-919	78	21	on	on	ADP
ahmr-919	78	22	those	those	PRON
ahmr-919	78	23	who	who	PRON
ahmr-919	78	24	did	do	AUX
ahmr-919	78	25	not	not	PART
ahmr-919	78	26	receive	receive	VERB
ahmr-919	78	27	the	the	DET
ahmr-919	78	28	treatment	treatment	NOUN
ahmr-919	78	29	(	(	PUNCT
ahmr-919	78	30	control	control	NOUN
ahmr-919	78	31	group	group	NOUN
ahmr-919	78	32	)	)	PUNCT
ahmr-919	78	33	.	.	PUNCT
ahmr-919	79	1	in	in	ADP
ahmr-919	79	2	welfare	welfare	NOUN
ahmr-919	79	3	literature	literature	PROPN
ahmr-919	79	4	generally	generally	ADV
ahmr-919	79	5	,	,	PUNCT
ahmr-919	79	6	there	there	PRON
ahmr-919	79	7	are	be	VERB
ahmr-919	79	8	two	two	NUM
ahmr-919	79	9	main	main	ADJ
ahmr-919	79	10	ways	way	NOUN
ahmr-919	79	11	of	of	ADP
ahmr-919	79	12	measuring	measure	VERB
ahmr-919	79	13	welfare	welfare	NOUN
ahmr-919	79	14	.	.	PUNCT
ahmr-919	80	1	these	these	PRON
ahmr-919	80	2	are	be	AUX
ahmr-919	80	3	the	the	DET
ahmr-919	80	4	consumption	consumption	NOUN
ahmr-919	80	5	and	and	CCONJ
ahmr-919	80	6	income	income	NOUN
ahmr-919	80	7	approaches	approach	NOUN
ahmr-919	80	8	.	.	PUNCT
ahmr-919	81	1	each	each	PRON
ahmr-919	81	2	of	of	ADP
ahmr-919	81	3	these	these	DET
ahmr-919	81	4	approaches	approach	NOUN
ahmr-919	81	5	has	have	VERB
ahmr-919	81	6	advantages	advantage	NOUN
ahmr-919	81	7	and	and	CCONJ
ahmr-919	81	8	disadvantages	disadvantage	NOUN
ahmr-919	81	9	.	.	PUNCT
ahmr-919	82	1	consumption	consumption	NOUN
ahmr-919	82	2	is	be	AUX
ahmr-919	82	3	usually	usually	ADV
ahmr-919	82	4	measured	measure	VERB
ahmr-919	82	5	better	well	ADJ
ahmr-919	82	6	than	than	ADP
ahmr-919	82	7	income	income	NOUN
ahmr-919	82	8	in	in	ADP
ahmr-919	82	9	survey	survey	NOUN
ahmr-919	82	10	data	datum	NOUN
ahmr-919	82	11	;	;	PUNCT
ahmr-919	82	12	it	it	PRON
ahmr-919	82	13	is	be	AUX
ahmr-919	82	14	less	less	ADV
ahmr-919	82	15	noisy	noisy	ADJ
ahmr-919	82	16	and	and	CCONJ
ahmr-919	82	17	better	well	ADV
ahmr-919	82	18	reflects	reflect	VERB
ahmr-919	82	19	long	long	ADJ
ahmr-919	82	20	-	-	PUNCT
ahmr-919	82	21	term	term	NOUN
ahmr-919	82	22	household	household	NOUN
ahmr-919	82	23	well	well	ADV
ahmr-919	82	24	-	-	PUNCT
ahmr-919	82	25	being	being	NOUN
ahmr-919	82	26	.	.	PUNCT
ahmr-919	83	1	it	it	PRON
ahmr-919	83	2	is	be	AUX
ahmr-919	83	3	also	also	ADV
ahmr-919	83	4	a	a	DET
ahmr-919	83	5	standard	standard	ADJ
ahmr-919	83	6	measure	measure	NOUN
ahmr-919	83	7	of	of	ADP
ahmr-919	83	8	welfare	welfare	NOUN
ahmr-919	83	9	,	,	PUNCT
ahmr-919	83	10	allowing	allow	VERB
ahmr-919	83	11	for	for	ADP
ahmr-919	83	12	cross	cross	ADJ
ahmr-919	83	13	-	-	ADJ
ahmr-919	83	14	country	country	ADJ
ahmr-919	83	15	comparisons	comparison	NOUN
ahmr-919	83	16	with	with	ADP
ahmr-919	83	17	the	the	DET
ahmr-919	83	18	results	result	NOUN
ahmr-919	83	19	of	of	ADP
ahmr-919	83	20	other	other	ADJ
ahmr-919	83	21	studies	study	NOUN
ahmr-919	83	22	(	(	PUNCT
ahmr-919	83	23	bontchosmolovski	bontchosmolovski	NOUN
ahmr-919	83	24	,	,	PUNCT
ahmr-919	83	25	2009	2009	NUM
ahmr-919	83	26	)	)	PUNCT
ahmr-919	83	27	.	.	PUNCT
ahmr-919	84	1	the	the	DET
ahmr-919	84	2	use	use	NOUN
ahmr-919	84	3	of	of	ADP
ahmr-919	84	4	income	income	NOUN
ahmr-919	84	5	,	,	PUNCT
ahmr-919	84	6	on	on	ADP
ahmr-919	84	7	the	the	DET
ahmr-919	84	8	other	other	ADJ
ahmr-919	84	9	hand	hand	NOUN
ahmr-919	84	10	,	,	PUNCT
ahmr-919	84	11	may	may	AUX
ahmr-919	84	12	be	be	AUX
ahmr-919	84	13	comparable	comparable	ADJ
ahmr-919	84	14	across	across	ADP
ahmr-919	84	15	space	space	NOUN
ahmr-919	84	16	(	(	PUNCT
ahmr-919	84	17	de	de	X
ahmr-919	84	18	brauw	brauw	PROPN
ahmr-919	84	19	et	et	PROPN
ahmr-919	84	20	al	al	PROPN
ahmr-919	84	21	.	.	PROPN
ahmr-919	84	22	,	,	PUNCT
ahmr-919	84	23	2012	2012	NUM
ahmr-919	84	24	)	)	PUNCT
ahmr-919	84	25	.	.	PUNCT
ahmr-919	85	1	this	this	DET
ahmr-919	85	2	study	study	NOUN
ahmr-919	85	3	adopted	adopt	VERB
ahmr-919	85	4	the	the	DET
ahmr-919	85	5	consumption	consumption	NOUN
ahmr-919	85	6	approach	approach	NOUN
ahmr-919	85	7	of	of	ADP
ahmr-919	85	8	measuring	measure	VERB
ahmr-919	85	9	welfare	welfare	NOUN
ahmr-919	85	10	because	because	SCONJ
ahmr-919	85	11	of	of	ADP
ahmr-919	85	12	the	the	DET
ahmr-919	85	13	reasons	reason	NOUN
ahmr-919	85	14	cited	cite	VERB
ahmr-919	85	15	above	above	ADV
ahmr-919	85	16	by	by	ADP
ahmr-919	85	17	bontchosmolovski	bontchosmolovski	NOUN
ahmr-919	85	18	(	(	PUNCT
ahmr-919	85	19	2009	2009	NUM
ahmr-919	85	20	)	)	PUNCT
ahmr-919	85	21	.	.	PUNCT
ahmr-919	86	1	to	to	PART
ahmr-919	86	2	assess	assess	VERB
ahmr-919	86	3	the	the	DET
ahmr-919	86	4	welfare	welfare	NOUN
ahmr-919	86	5	difference	difference	NOUN
ahmr-919	86	6	between	between	ADP
ahmr-919	86	7	migrants	migrant	NOUN
ahmr-919	86	8	and	and	CCONJ
ahmr-919	86	9	non	non	NOUN
ahmr-919	86	10	-	-	NOUN
ahmr-919	86	11	migrants	migrant	NOUN
ahmr-919	86	12	in	in	ADP
ahmr-919	86	13	a	a	DET
ahmr-919	86	14	more	more	ADV
ahmr-919	86	15	robust	robust	ADJ
ahmr-919	86	16	framework	framework	NOUN
ahmr-919	86	17	,	,	PUNCT
ahmr-919	86	18	the	the	DET
ahmr-919	86	19	methodology	methodology	NOUN
ahmr-919	86	20	of	of	ADP
ahmr-919	86	21	beegle	beegle	NOUN
ahmr-919	86	22	et	et	PROPN
ahmr-919	86	23	al	al	PROPN
ahmr-919	86	24	.	.	PROPN
ahmr-919	87	1	(	(	PUNCT
ahmr-919	87	2	2011	2011	NUM
ahmr-919	87	3	)	)	PUNCT
ahmr-919	87	4	was	be	AUX
ahmr-919	87	5	followed	follow	VERB
ahmr-919	87	6	.	.	PUNCT
ahmr-919	88	1	the	the	DET
ahmr-919	88	2	model	model	NOUN
ahmr-919	88	3	is	be	AUX
ahmr-919	88	4	specified	specify	VERB
ahmr-919	88	5	as	as	SCONJ
ahmr-919	88	6	follows	follow	VERB
ahmr-919	88	7	:	:	PUNCT
ahmr-919	88	8	∆	∆	PROPN
ahmr-919	88	9	ln𝐶	ln𝐶	PROPN
ahmr-919	88	10	=	=	SYM
ahmr-919	88	11	𝛼0	𝛼0	PROPN
ahmr-919	88	12	+	+	CCONJ
ahmr-919	88	13	𝛼1𝑀+	𝛼1𝑀+	PROPN
ahmr-919	88	14	𝛼2𝑋	𝛼2𝑋	NUM
ahmr-919	88	15	+	+	NOUN
ahmr-919	88	16	𝛼3𝐻	𝛼3𝐻	NOUN
ahmr-919	88	17	+	+	X
ahmr-919	88	18	𝜀	𝜀	NOUN
ahmr-919	88	19	…	…	PUNCT
ahmr-919	88	20	…	…	PUNCT
ahmr-919	88	21	…	…	PUNCT
ahmr-919	88	22	…	…	PUNCT
ahmr-919	88	23	…	…	PUNCT
ahmr-919	88	24	…	…	PUNCT
ahmr-919	88	25	…	…	SYM
ahmr-919	88	26	(1	(1	X
ahmr-919	88	27	)	)	PUNCT
ahmr-919	88	28	where	where	SCONJ
ahmr-919	88	29	∆𝑙𝑛𝐶	∆𝑙𝑛𝐶	NOUN
ahmr-919	88	30	is	be	AUX
ahmr-919	88	31	the	the	DET
ahmr-919	88	32	change	change	NOUN
ahmr-919	88	33	in	in	ADP
ahmr-919	88	34	the	the	DET
ahmr-919	88	35	logarithm	logarithm	NOUN
ahmr-919	88	36	of	of	ADP
ahmr-919	88	37	monthly	monthly	ADJ
ahmr-919	88	38	per	per	X
ahmr-919	88	39	capita	capita	X
ahmr-919	88	40	consumption	consumption	NOUN
ahmr-919	88	41	for	for	ADP
ahmr-919	88	42	a	a	DET
ahmr-919	88	43	given	give	VERB
ahmr-919	88	44	household	household	NOUN
ahmr-919	88	45	,	,	PUNCT
ahmr-919	88	46	x	x	PRON
ahmr-919	88	47	represents	represent	VERB
ahmr-919	88	48	individual	individual	ADJ
ahmr-919	88	49	characteristics	characteristic	NOUN
ahmr-919	88	50	,	,	PUNCT
ahmr-919	88	51	m	m	VERB
ahmr-919	88	52	is	be	AUX
ahmr-919	88	53	an	an	DET
ahmr-919	88	54	indicator	indicator	NOUN
ahmr-919	88	55	variable	variable	NOUN
ahmr-919	88	56	for	for	ADP
ahmr-919	88	57	an	an	DET
ahmr-919	88	58	individual	individual	NOUN
ahmr-919	88	59	who	who	PRON
ahmr-919	88	60	migrates	migrate	VERB
ahmr-919	88	61	out	out	ADP
ahmr-919	88	62	of	of	ADP
ahmr-919	88	63	the	the	DET
ahmr-919	88	64	household	household	NOUN
ahmr-919	88	65	or	or	CCONJ
ahmr-919	88	66	if	if	SCONJ
ahmr-919	88	67	a	a	DET
ahmr-919	88	68	household	household	NOUN
ahmr-919	88	69	had	have	VERB
ahmr-919	88	70	a	a	DET
ahmr-919	88	71	migrant	migrant	NOUN
ahmr-919	88	72	at	at	ADP
ahmr-919	88	73	the	the	DET
ahmr-919	88	74	time	time	NOUN
ahmr-919	88	75	of	of	ADP
ahmr-919	88	76	the	the	DET
ahmr-919	88	77	survey	survey	NOUN
ahmr-919	88	78	,	,	PUNCT
ahmr-919	88	79	and	and	CCONJ
ahmr-919	88	80	h	h	NOUN
ahmr-919	88	81	represents	represent	VERB
ahmr-919	88	82	a	a	DET
ahmr-919	88	83	household	household	NOUN
ahmr-919	88	84	-	-	PUNCT
ahmr-919	88	85	specific	specific	ADJ
ahmr-919	88	86	fixed	fix	VERB
ahmr-919	88	87	effect	effect	NOUN
ahmr-919	88	88	.	.	PUNCT
ahmr-919	89	1	an	an	DET
ahmr-919	89	2	advantage	advantage	NOUN
ahmr-919	89	3	of	of	ADP
ahmr-919	89	4	this	this	DET
ahmr-919	89	5	model	model	NOUN
ahmr-919	89	6	is	be	AUX
ahmr-919	89	7	that	that	SCONJ
ahmr-919	89	8	one	one	PRON
ahmr-919	89	9	can	can	AUX
ahmr-919	89	10	control	control	VERB
ahmr-919	89	11	for	for	ADP
ahmr-919	89	12	individual	individual	ADJ
ahmr-919	89	13	differences	difference	NOUN
ahmr-919	89	14	through	through	ADP
ahmr-919	89	15	the	the	DET
ahmr-919	89	16	vector	vector	NOUN
ahmr-919	89	17	x	x	PUNCT
ahmr-919	89	18	by	by	ADP
ahmr-919	89	19	including	include	VERB
ahmr-919	89	20	categorical	categorical	ADJ
ahmr-919	89	21	variables	variable	NOUN
ahmr-919	89	22	for	for	ADP
ahmr-919	89	23	age	age	NOUN
ahmr-919	89	24	,	,	PUNCT
ahmr-919	89	25	gender	gender	NOUN
ahmr-919	89	26	,	,	PUNCT
ahmr-919	89	27	marital	marital	ADJ
ahmr-919	89	28	status	status	NOUN
ahmr-919	89	29	and	and	CCONJ
ahmr-919	89	30	educational	educational	ADJ
ahmr-919	89	31	status	status	NOUN
ahmr-919	89	32	in	in	ADP
ahmr-919	89	33	x.	x.	NOUN
ahmr-919	89	34	results	result	NOUN
ahmr-919	89	35	and	and	CCONJ
ahmr-919	89	36	discussion	discussion	VERB
ahmr-919	89	37	a	a	DET
ahmr-919	89	38	comparison	comparison	NOUN
ahmr-919	89	39	of	of	ADP
ahmr-919	89	40	mean	mean	ADJ
ahmr-919	89	41	consumption	consumption	NOUN
ahmr-919	89	42	expenditure	expenditure	NOUN
ahmr-919	89	43	as	as	ADP
ahmr-919	89	44	a	a	DET
ahmr-919	89	45	measure	measure	NOUN
ahmr-919	89	46	of	of	ADP
ahmr-919	89	47	welfare	welfare	NOUN
ahmr-919	89	48	across	across	ADP
ahmr-919	89	49	districts	district	NOUN
ahmr-919	89	50	in	in	ADP
ahmr-919	89	51	the	the	DET
ahmr-919	89	52	study	study	NOUN
ahmr-919	89	53	area	area	NOUN
ahmr-919	89	54	revealed	reveal	VERB
ahmr-919	89	55	that	that	SCONJ
ahmr-919	89	56	tamale	tamale	NOUN
ahmr-919	89	57	metropolis	metropolis	NOUN
ahmr-919	89	58	and	and	CCONJ
ahmr-919	89	59	sagnarigu	sagnarigu	ADJ
ahmr-919	89	60	district	district	NOUN
ahmr-919	89	61	have	have	VERB
ahmr-919	89	62	the	the	DET
ahmr-919	89	63	highest	high	ADJ
ahmr-919	89	64	mean	mean	ADJ
ahmr-919	89	65	welfare	welfare	NOUN
ahmr-919	89	66	values	value	NOUN
ahmr-919	89	67	(	(	PUNCT
ahmr-919	89	68	gh¢9,419.12	gh¢9,419.12	NOUN
ahmr-919	89	69	and	and	CCONJ
ahmr-919	89	70	ahmr	ahmr	NOUN
ahmr-919	89	71	,	,	PUNCT
ahmr-919	89	72	vol.3	vol.3	PROPN
ahmr-919	89	73	no1	no1	PROPN
ahmr-919	89	74	,	,	PUNCT
ahmr-919	89	75	january	january	PROPN
ahmr-919	89	76	-	-	PUNCT
ahmr-919	89	77	april	april	PROPN
ahmr-919	89	78	2017	2017	NUM
ahmr-919	89	79	738	738	NUM
ahmr-919	89	80	gh¢9,499.12	gh¢9,499.12	NOUN
ahmr-919	89	81	,	,	PUNCT
ahmr-919	89	82	respectively	respectively	ADV
ahmr-919	89	83	)	)	PUNCT
ahmr-919	89	84	.	.	PUNCT
ahmr-919	90	1	4	4	NUM
ahmr-919	90	2	this	this	DET
ahmr-919	90	3	result	result	NOUN
ahmr-919	90	4	is	be	AUX
ahmr-919	90	5	expected	expect	VERB
ahmr-919	90	6	,	,	PUNCT
ahmr-919	90	7	as	as	SCONJ
ahmr-919	90	8	these	these	DET
ahmr-919	90	9	two	two	NUM
ahmr-919	90	10	areas	area	NOUN
ahmr-919	90	11	constitute	constitute	VERB
ahmr-919	90	12	the	the	DET
ahmr-919	90	13	capital	capital	NOUN
ahmr-919	90	14	of	of	ADP
ahmr-919	90	15	the	the	DET
ahmr-919	90	16	northern	northern	ADJ
ahmr-919	90	17	region	region	NOUN
ahmr-919	90	18	of	of	ADP
ahmr-919	90	19	ghana	ghana	PROPN
ahmr-919	90	20	where	where	SCONJ
ahmr-919	90	21	,	,	PUNCT
ahmr-919	90	22	all	all	PRON
ahmr-919	90	23	being	be	AUX
ahmr-919	90	24	equal	equal	ADJ
ahmr-919	90	25	,	,	PUNCT
ahmr-919	90	26	living	living	NOUN
ahmr-919	90	27	standards	standard	NOUN
ahmr-919	90	28	are	be	AUX
ahmr-919	90	29	relatively	relatively	ADV
ahmr-919	90	30	high	high	ADJ
ahmr-919	90	31	and	and	CCONJ
ahmr-919	90	32	more	more	ADJ
ahmr-919	90	33	job	job	NOUN
ahmr-919	90	34	opportunities	opportunity	NOUN
ahmr-919	90	35	are	be	AUX
ahmr-919	90	36	available	available	ADJ
ahmr-919	90	37	.	.	PUNCT
ahmr-919	91	1	savelugu	savelugu	NOUN
ahmr-919	91	2	district	district	NOUN
ahmr-919	91	3	recorded	record	VERB
ahmr-919	91	4	the	the	DET
ahmr-919	91	5	least	least	ADJ
ahmr-919	91	6	mean	mean	ADJ
ahmr-919	91	7	welfare	welfare	NOUN
ahmr-919	91	8	in	in	ADP
ahmr-919	91	9	the	the	DET
ahmr-919	91	10	region	region	NOUN
ahmr-919	91	11	.	.	PUNCT
ahmr-919	92	1	using	use	VERB
ahmr-919	92	2	the	the	DET
ahmr-919	92	3	welfare	welfare	NOUN
ahmr-919	92	4	index	index	NOUN
ahmr-919	92	5	,	,	PUNCT
ahmr-919	92	6	a	a	DET
ahmr-919	92	7	common	common	ADJ
ahmr-919	92	8	approach	approach	NOUN
ahmr-919	92	9	of	of	ADP
ahmr-919	92	10	welfare	welfare	NOUN
ahmr-919	92	11	measure	measure	NOUN
ahmr-919	92	12	(	(	PUNCT
ahmr-919	92	13	world	world	PROPN
ahmr-919	92	14	bank	bank	PROPN
ahmr-919	92	15	,	,	PUNCT
ahmr-919	92	16	2008	2008	NUM
ahmr-919	92	17	)	)	PUNCT
ahmr-919	92	18	expressed	express	VERB
ahmr-919	92	19	as	as	ADP
ahmr-919	92	20	the	the	DET
ahmr-919	92	21	ratio	ratio	NOUN
ahmr-919	92	22	of	of	ADP
ahmr-919	92	23	the	the	DET
ahmr-919	92	24	mean	mean	ADJ
ahmr-919	92	25	consumption	consumption	NOUN
ahmr-919	92	26	of	of	ADP
ahmr-919	92	27	migrants	migrant	NOUN
ahmr-919	92	28	to	to	ADP
ahmr-919	92	29	that	that	PRON
ahmr-919	92	30	of	of	ADP
ahmr-919	92	31	non	non	NOUN
ahmr-919	92	32	-	-	NOUN
ahmr-919	92	33	migrants	migrant	NOUN
ahmr-919	92	34	,	,	PUNCT
ahmr-919	92	35	gives	give	VERB
ahmr-919	92	36	an	an	DET
ahmr-919	92	37	index	index	NOUN
ahmr-919	92	38	of	of	ADP
ahmr-919	92	39	0.9786.5	0.9786.5	PROPN
ahmr-919	92	40	this	this	PRON
ahmr-919	92	41	indicates	indicate	VERB
ahmr-919	92	42	equality	equality	NOUN
ahmr-919	92	43	in	in	ADP
ahmr-919	92	44	welfare	welfare	NOUN
ahmr-919	92	45	between	between	ADP
ahmr-919	92	46	migrant	migrant	NOUN
ahmr-919	92	47	and	and	CCONJ
ahmr-919	92	48	non	non	ADJ
ahmr-919	92	49	-	-	ADJ
ahmr-919	92	50	migrant	migrant	ADJ
ahmr-919	92	51	households	household	NOUN
ahmr-919	92	52	.	.	PUNCT
ahmr-919	93	1	one	one	NUM
ahmr-919	93	2	other	other	ADJ
ahmr-919	93	3	measure	measure	NOUN
ahmr-919	93	4	of	of	ADP
ahmr-919	93	5	nonfinancial	nonfinancial	ADJ
ahmr-919	93	6	welfare	welfare	NOUN
ahmr-919	93	7	used	use	VERB
ahmr-919	93	8	widely	widely	ADV
ahmr-919	93	9	in	in	ADP
ahmr-919	93	10	the	the	DET
ahmr-919	93	11	literature	literature	NOUN
ahmr-919	93	12	is	be	AUX
ahmr-919	93	13	the	the	DET
ahmr-919	93	14	proportion	proportion	NOUN
ahmr-919	93	15	of	of	ADP
ahmr-919	93	16	children	child	NOUN
ahmr-919	93	17	enrolled	enrol	VERB
ahmr-919	93	18	in	in	ADP
ahmr-919	93	19	school	school	NOUN
ahmr-919	93	20	by	by	ADP
ahmr-919	93	21	households	household	NOUN
ahmr-919	93	22	(	(	PUNCT
ahmr-919	93	23	see	see	VERB
ahmr-919	93	24	dudwick	dudwick	PROPN
ahmr-919	93	25	et	et	PROPN
ahmr-919	93	26	al	al	PROPN
ahmr-919	93	27	.	.	PROPN
ahmr-919	93	28	,	,	PUNCT
ahmr-919	93	29	2011	2011	NUM
ahmr-919	93	30	;	;	PUNCT
ahmr-919	93	31	molyaneth	molyaneth	PROPN
ahmr-919	93	32	,	,	PUNCT
ahmr-919	93	33	2012	2012	NUM
ahmr-919	93	34	)	)	PUNCT
ahmr-919	93	35	.	.	PUNCT
ahmr-919	94	1	among	among	ADP
ahmr-919	94	2	migrant	migrant	NOUN
ahmr-919	94	3	and	and	CCONJ
ahmr-919	94	4	non	non	ADJ
ahmr-919	94	5	-	-	ADJ
ahmr-919	94	6	migrant	migrant	ADJ
ahmr-919	94	7	households	household	NOUN
ahmr-919	94	8	,	,	PUNCT
ahmr-919	94	9	we	we	PRON
ahmr-919	94	10	estimated	estimate	VERB
ahmr-919	94	11	the	the	DET
ahmr-919	94	12	proportion	proportion	NOUN
ahmr-919	94	13	of	of	ADP
ahmr-919	94	14	children	child	NOUN
ahmr-919	94	15	between	between	ADP
ahmr-919	94	16	the	the	DET
ahmr-919	94	17	ages	age	NOUN
ahmr-919	94	18	of	of	ADP
ahmr-919	94	19	5	5	NUM
ahmr-919	94	20	and	and	CCONJ
ahmr-919	94	21	15	15	NUM
ahmr-919	94	22	years	year	NOUN
ahmr-919	94	23	(	(	PUNCT
ahmr-919	94	24	inclusive	inclusive	NOUN
ahmr-919	94	25	)	)	PUNCT
ahmr-919	94	26	who	who	PRON
ahmr-919	94	27	were	be	AUX
ahmr-919	94	28	at	at	ADP
ahmr-919	94	29	school	school	NOUN
ahmr-919	94	30	at	at	ADP
ahmr-919	94	31	the	the	DET
ahmr-919	94	32	time	time	NOUN
ahmr-919	94	33	of	of	ADP
ahmr-919	94	34	the	the	DET
ahmr-919	94	35	survey	survey	NOUN
ahmr-919	94	36	.	.	PUNCT
ahmr-919	95	1	the	the	DET
ahmr-919	95	2	result	result	NOUN
ahmr-919	95	3	indicates	indicate	VERB
ahmr-919	95	4	that	that	SCONJ
ahmr-919	95	5	there	there	PRON
ahmr-919	95	6	is	be	VERB
ahmr-919	95	7	a	a	DET
ahmr-919	95	8	welfare	welfare	NOUN
ahmr-919	95	9	difference	difference	NOUN
ahmr-919	95	10	between	between	ADP
ahmr-919	95	11	migrant	migrant	NOUN
ahmr-919	95	12	and	and	CCONJ
ahmr-919	95	13	non	non	ADJ
ahmr-919	95	14	-	-	ADJ
ahmr-919	95	15	migrant	migrant	ADJ
ahmr-919	95	16	households	household	NOUN
ahmr-919	95	17	,	,	PUNCT
ahmr-919	95	18	with	with	ADP
ahmr-919	95	19	the	the	DET
ahmr-919	95	20	latter	latter	ADJ
ahmr-919	95	21	households	household	NOUN
ahmr-919	95	22	enjoying	enjoy	VERB
ahmr-919	95	23	higher	high	ADJ
ahmr-919	95	24	welfare	welfare	NOUN
ahmr-919	95	25	(	(	PUNCT
ahmr-919	95	26	having	have	VERB
ahmr-919	95	27	higher	high	ADJ
ahmr-919	95	28	numbers	number	NOUN
ahmr-919	95	29	of	of	ADP
ahmr-919	95	30	children	child	NOUN
ahmr-919	95	31	enrolled	enrol	VERB
ahmr-919	95	32	in	in	ADP
ahmr-919	95	33	school	school	NOUN
ahmr-919	95	34	)	)	PUNCT
ahmr-919	95	35	.	.	PUNCT
ahmr-919	96	1	as	as	ADV
ahmr-919	96	2	high	high	ADJ
ahmr-919	96	3	as	as	ADP
ahmr-919	96	4	81	81	NUM
ahmr-919	96	5	percent	percent	NOUN
ahmr-919	96	6	of	of	ADP
ahmr-919	96	7	children	child	NOUN
ahmr-919	96	8	in	in	ADP
ahmr-919	96	9	non	non	ADJ
ahmr-919	96	10	-	-	ADJ
ahmr-919	96	11	migrant	migrant	ADJ
ahmr-919	96	12	households	household	NOUN
ahmr-919	96	13	were	be	AUX
ahmr-919	96	14	enrolled	enrol	VERB
ahmr-919	96	15	in	in	ADP
ahmr-919	96	16	school	school	NOUN
ahmr-919	96	17	,	,	PUNCT
ahmr-919	96	18	compared	compare	VERB
ahmr-919	96	19	to	to	ADP
ahmr-919	96	20	27.3	27.3	NUM
ahmr-919	96	21	percent	percent	NOUN
ahmr-919	96	22	in	in	ADP
ahmr-919	96	23	migrant	migrant	ADJ
ahmr-919	96	24	households	household	NOUN
ahmr-919	96	25	.	.	PUNCT
ahmr-919	97	1	perhaps	perhaps	ADV
ahmr-919	97	2	the	the	DET
ahmr-919	97	3	low	low	ADJ
ahmr-919	97	4	enrolment	enrolment	NOUN
ahmr-919	97	5	in	in	ADP
ahmr-919	97	6	migrant	migrant	ADJ
ahmr-919	97	7	households	household	NOUN
ahmr-919	97	8	could	could	AUX
ahmr-919	97	9	be	be	AUX
ahmr-919	97	10	explained	explain	VERB
ahmr-919	97	11	by	by	ADP
ahmr-919	97	12	the	the	DET
ahmr-919	97	13	absence	absence	NOUN
ahmr-919	97	14	of	of	ADP
ahmr-919	97	15	migrant	migrant	ADJ
ahmr-919	97	16	parents	parent	NOUN
ahmr-919	97	17	to	to	PART
ahmr-919	97	18	send	send	VERB
ahmr-919	97	19	their	their	PRON
ahmr-919	97	20	left	leave	VERB
ahmr-919	97	21	-	-	PUNCT
ahmr-919	97	22	behind	behind	ADP
ahmr-919	97	23	children	child	NOUN
ahmr-919	97	24	to	to	ADP
ahmr-919	97	25	school	school	NOUN
ahmr-919	97	26	in	in	ADP
ahmr-919	97	27	cases	case	NOUN
ahmr-919	97	28	where	where	SCONJ
ahmr-919	97	29	nobody	nobody	PRON
ahmr-919	97	30	is	be	AUX
ahmr-919	97	31	fully	fully	ADV
ahmr-919	97	32	responsible	responsible	ADJ
ahmr-919	97	33	for	for	ADP
ahmr-919	97	34	their	their	PRON
ahmr-919	97	35	wards	ward	NOUN
ahmr-919	97	36	at	at	ADP
ahmr-919	97	37	origin	origin	NOUN
ahmr-919	97	38	.	.	PUNCT
ahmr-919	98	1	this	this	PRON
ahmr-919	98	2	is	be	AUX
ahmr-919	98	3	consistent	consistent	ADJ
ahmr-919	98	4	with	with	ADP
ahmr-919	98	5	the	the	DET
ahmr-919	98	6	conventional	conventional	ADJ
ahmr-919	98	7	knowledge	knowledge	NOUN
ahmr-919	98	8	in	in	ADP
ahmr-919	98	9	the	the	DET
ahmr-919	98	10	literature	literature	NOUN
ahmr-919	98	11	that	that	PRON
ahmr-919	98	12	presumes	presume	VERB
ahmr-919	98	13	negative	negative	ADJ
ahmr-919	98	14	consequences	consequence	NOUN
ahmr-919	98	15	of	of	ADP
ahmr-919	98	16	parental	parental	ADJ
ahmr-919	98	17	migration	migration	NOUN
ahmr-919	98	18	for	for	ADP
ahmr-919	98	19	the	the	DET
ahmr-919	98	20	children	child	NOUN
ahmr-919	98	21	who	who	PRON
ahmr-919	98	22	are	be	AUX
ahmr-919	98	23	left	leave	VERB
ahmr-919	98	24	behind	behind	ADV
ahmr-919	98	25	at	at	ADP
ahmr-919	98	26	origin	origin	NOUN
ahmr-919	98	27	(	(	PUNCT
ahmr-919	98	28	see	see	VERB
ahmr-919	98	29	dinbabo	dinbabo	NOUN
ahmr-919	98	30	&	&	CCONJ
ahmr-919	98	31	nyasulu	nyasulu	VERB
ahmr-919	98	32	,	,	PUNCT
ahmr-919	98	33	2015	2015	NUM
ahmr-919	98	34	;	;	PUNCT
ahmr-919	98	35	xin	xin	PROPN
ahmr-919	98	36	&	&	CCONJ
ahmr-919	98	37	chikako	chikako	PROPN
ahmr-919	98	38	,	,	PUNCT
ahmr-919	98	39	2015	2015	NUM
ahmr-919	98	40	;	;	PUNCT
ahmr-919	98	41	liang	liang	PROPN
ahmr-919	98	42	et	et	PROPN
ahmr-919	98	43	al	al	PROPN
ahmr-919	98	44	.	.	PROPN
ahmr-919	98	45	,	,	PUNCT
ahmr-919	98	46	2008	2008	NUM
ahmr-919	98	47	;	;	PUNCT
ahmr-919	98	48	xiang	xiang	PROPN
ahmr-919	98	49	,	,	PUNCT
ahmr-919	98	50	2007	2007	NUM
ahmr-919	98	51	)	)	PUNCT
ahmr-919	98	52	.	.	PUNCT
ahmr-919	99	1	the	the	DET
ahmr-919	99	2	acquisition	acquisition	NOUN
ahmr-919	99	3	of	of	ADP
ahmr-919	99	4	household	household	NOUN
ahmr-919	99	5	consumer	consumer	NOUN
ahmr-919	99	6	durables	durable	NOUN
ahmr-919	99	7	by	by	ADP
ahmr-919	99	8	households	household	NOUN
ahmr-919	99	9	,	,	PUNCT
ahmr-919	99	10	which	which	PRON
ahmr-919	99	11	is	be	AUX
ahmr-919	99	12	an	an	DET
ahmr-919	99	13	indicator	indicator	NOUN
ahmr-919	99	14	of	of	ADP
ahmr-919	99	15	household	household	NOUN
ahmr-919	99	16	welfare	welfare	NOUN
ahmr-919	99	17	,	,	PUNCT
ahmr-919	99	18	was	be	AUX
ahmr-919	99	19	also	also	ADV
ahmr-919	99	20	examined	examine	VERB
ahmr-919	99	21	.	.	PUNCT
ahmr-919	100	1	the	the	DET
ahmr-919	100	2	study	study	NOUN
ahmr-919	100	3	noted	note	VERB
ahmr-919	100	4	that	that	SCONJ
ahmr-919	100	5	a	a	DET
ahmr-919	100	6	higher	high	ADJ
ahmr-919	100	7	percentage	percentage	NOUN
ahmr-919	100	8	of	of	ADP
ahmr-919	100	9	non	non	ADJ
ahmr-919	100	10	-	-	ADJ
ahmr-919	100	11	migrant	migrant	ADJ
ahmr-919	100	12	than	than	ADP
ahmr-919	100	13	migrant	migrant	ADJ
ahmr-919	100	14	households	household	NOUN
ahmr-919	100	15	acquired	acquire	VERB
ahmr-919	100	16	new	new	ADJ
ahmr-919	100	17	houses	house	NOUN
ahmr-919	100	18	and	and	CCONJ
ahmr-919	100	19	agricultural	agricultural	ADJ
ahmr-919	100	20	lands	land	NOUN
ahmr-919	100	21	.	.	PUNCT
ahmr-919	101	1	approximately	approximately	ADV
ahmr-919	101	2	25	25	NUM
ahmr-919	101	3	percent	percent	NOUN
ahmr-919	101	4	of	of	ADP
ahmr-919	101	5	non	non	ADJ
ahmr-919	101	6	-	-	ADJ
ahmr-919	101	7	migrant	migrant	ADJ
ahmr-919	101	8	households	household	NOUN
ahmr-919	101	9	acquired	acquire	VERB
ahmr-919	101	10	new	new	ADJ
ahmr-919	101	11	houses	house	NOUN
ahmr-919	101	12	compared	compare	VERB
ahmr-919	101	13	to	to	ADP
ahmr-919	101	14	23	23	NUM
ahmr-919	101	15	percent	percent	NOUN
ahmr-919	101	16	of	of	ADP
ahmr-919	101	17	migrant	migrant	ADJ
ahmr-919	101	18	households	household	NOUN
ahmr-919	101	19	.	.	PUNCT
ahmr-919	102	1	also	also	ADV
ahmr-919	102	2	,	,	PUNCT
ahmr-919	102	3	about	about	ADV
ahmr-919	102	4	20	20	NUM
ahmr-919	102	5	percent	percent	NOUN
ahmr-919	102	6	of	of	ADP
ahmr-919	102	7	migrants	migrant	NOUN
ahmr-919	102	8	’	'	PUNCT
ahmr-919	102	9	households	household	NOUN
ahmr-919	102	10	acquired	acquire	VERB
ahmr-919	102	11	more	more	ADJ
ahmr-919	102	12	agricultural	agricultural	ADJ
ahmr-919	102	13	lands	land	NOUN
ahmr-919	102	14	,	,	PUNCT
ahmr-919	102	15	compared	compare	VERB
ahmr-919	102	16	to	to	ADP
ahmr-919	102	17	25	25	NUM
ahmr-919	102	18	percent	percent	NOUN
ahmr-919	102	19	of	of	ADP
ahmr-919	102	20	non	non	ADJ
ahmr-919	102	21	-	-	ADJ
ahmr-919	102	22	migrant	migrant	ADJ
ahmr-919	102	23	households	household	NOUN
ahmr-919	102	24	.	.	PUNCT
ahmr-919	103	1	the	the	DET
ahmr-919	103	2	low	low	ADJ
ahmr-919	103	3	patronage	patronage	NOUN
ahmr-919	103	4	of	of	ADP
ahmr-919	103	5	agricultural	agricultural	ADJ
ahmr-919	103	6	lands	land	NOUN
ahmr-919	103	7	by	by	ADP
ahmr-919	103	8	migrant	migrant	ADJ
ahmr-919	103	9	households	household	NOUN
ahmr-919	103	10	could	could	AUX
ahmr-919	103	11	be	be	AUX
ahmr-919	103	12	explained	explain	VERB
ahmr-919	103	13	perhaps	perhaps	ADV
ahmr-919	103	14	by	by	ADP
ahmr-919	103	15	the	the	DET
ahmr-919	103	16	identification	identification	NOUN
ahmr-919	103	17	of	of	ADP
ahmr-919	103	18	other	other	ADJ
ahmr-919	103	19	more	more	ADV
ahmr-919	103	20	productive	productive	ADJ
ahmr-919	103	21	investment	investment	NOUN
ahmr-919	103	22	sources	source	NOUN
ahmr-919	103	23	4	4	NUM
ahmr-919	103	24	equivalent	equivalent	ADJ
ahmr-919	103	25	to	to	ADP
ahmr-919	103	26	us$	us$	SYM
ahmr-919	103	27	2,943.48	2,943.48	NUM
ahmr-919	103	28	and	and	CCONJ
ahmr-919	103	29	us$	us$	SYM
ahmr-919	103	30	2,968.48	2,968.48	NUM
ahmr-919	103	31	,	,	PUNCT
ahmr-919	103	32	respectively	respectively	ADV
ahmr-919	103	33	,	,	PUNCT
ahmr-919	103	34	at	at	ADP
ahmr-919	103	35	an	an	DET
ahmr-919	103	36	exchange	exchange	NOUN
ahmr-919	103	37	rate	rate	NOUN
ahmr-919	103	38	of	of	ADP
ahmr-919	103	39	us$1	us$1	PROPN
ahmr-919	103	40	to	to	PART
ahmr-919	103	41	gh¢3.2	gh¢3.2	VERB
ahmr-919	103	42	as	as	ADP
ahmr-919	103	43	at	at	ADP
ahmr-919	103	44	january	january	PROPN
ahmr-919	103	45	2015	2015	NUM
ahmr-919	103	46	.	.	PUNCT
ahmr-919	104	1	5	5	NUM
ahmr-919	104	2	an	an	DET
ahmr-919	104	3	index	index	NOUN
ahmr-919	104	4	closer	close	ADV
ahmr-919	104	5	to	to	ADP
ahmr-919	104	6	1	1	NUM
ahmr-919	104	7	indicates	indicate	VERB
ahmr-919	104	8	greater	great	ADJ
ahmr-919	104	9	equality	equality	NOUN
ahmr-919	104	10	between	between	ADP
ahmr-919	104	11	groups	group	NOUN
ahmr-919	104	12	on	on	ADP
ahmr-919	104	13	the	the	DET
ahmr-919	104	14	welfare	welfare	NOUN
ahmr-919	104	15	measure	measure	NOUN
ahmr-919	104	16	(	(	PUNCT
ahmr-919	104	17	dudwick	dudwick	NOUN
ahmr-919	104	18	et	et	PROPN
ahmr-919	104	19	al	al	PROPN
ahmr-919	104	20	.	.	PROPN
ahmr-919	104	21	,	,	PUNCT
ahmr-919	104	22	2011	2011	NUM
ahmr-919	104	23	)	)	PUNCT
ahmr-919	104	24	.	.	PUNCT
ahmr-919	105	1	ahmr	ahmr	NOUN
ahmr-919	105	2	,	,	PUNCT
ahmr-919	105	3	vol.3	vol.3	PROPN
ahmr-919	105	4	no1	no1	PROPN
ahmr-919	105	5	,	,	PUNCT
ahmr-919	105	6	january	january	PROPN
ahmr-919	105	7	-	-	PUNCT
ahmr-919	105	8	april	april	PROPN
ahmr-919	105	9	2017	2017	NUM
ahmr-919	105	10	739	739	NUM
ahmr-919	105	11	than	than	ADP
ahmr-919	105	12	acquiring	acquire	VERB
ahmr-919	105	13	agricultural	agricultural	ADJ
ahmr-919	105	14	lands	land	NOUN
ahmr-919	105	15	and	and	CCONJ
ahmr-919	105	16	might	might	AUX
ahmr-919	105	17	therefore	therefore	ADV
ahmr-919	105	18	be	be	AUX
ahmr-919	105	19	diversifying	diversify	VERB
ahmr-919	105	20	.	.	PUNCT
ahmr-919	106	1	this	this	DET
ahmr-919	106	2	result	result	NOUN
ahmr-919	106	3	is	be	AUX
ahmr-919	106	4	at	at	ADP
ahmr-919	106	5	odds	odd	NOUN
ahmr-919	106	6	with	with	ADP
ahmr-919	106	7	the	the	DET
ahmr-919	106	8	findings	finding	NOUN
ahmr-919	106	9	noted	note	VERB
ahmr-919	106	10	in	in	ADP
ahmr-919	106	11	the	the	DET
ahmr-919	106	12	literature	literature	NOUN
ahmr-919	106	13	that	that	PRON
ahmr-919	106	14	through	through	ADP
ahmr-919	106	15	remittances	remittance	NOUN
ahmr-919	106	16	migrant	migrant	ADJ
ahmr-919	106	17	households	household	NOUN
ahmr-919	106	18	are	be	AUX
ahmr-919	106	19	more	more	ADV
ahmr-919	106	20	able	able	ADJ
ahmr-919	106	21	to	to	PART
ahmr-919	106	22	improve	improve	VERB
ahmr-919	106	23	their	their	PRON
ahmr-919	106	24	agricultural	agricultural	ADJ
ahmr-919	106	25	land	land	NOUN
ahmr-919	106	26	holding	holding	NOUN
ahmr-919	106	27	than	than	ADP
ahmr-919	106	28	non	non	ADJ
ahmr-919	106	29	-	-	ADJ
ahmr-919	106	30	migrant	migrant	ADJ
ahmr-919	106	31	households	household	NOUN
ahmr-919	106	32	.	.	PUNCT
ahmr-919	107	1	as	as	SCONJ
ahmr-919	107	2	expected	expect	VERB
ahmr-919	107	3	,	,	PUNCT
ahmr-919	107	4	more	more	ADV
ahmr-919	107	5	migrant	migrant	ADJ
ahmr-919	107	6	than	than	ADP
ahmr-919	107	7	non	non	ADJ
ahmr-919	107	8	-	-	ADJ
ahmr-919	107	9	migrant	migrant	ADJ
ahmr-919	107	10	households	household	NOUN
ahmr-919	107	11	acquired	acquire	VERB
ahmr-919	107	12	household	household	NOUN
ahmr-919	107	13	electronic	electronic	ADJ
ahmr-919	107	14	goods	good	NOUN
ahmr-919	107	15	and	and	CCONJ
ahmr-919	107	16	other	other	ADJ
ahmr-919	107	17	electronic	electronic	ADJ
ahmr-919	107	18	appliances	appliance	NOUN
ahmr-919	107	19	.	.	PUNCT
ahmr-919	108	1	also	also	ADV
ahmr-919	108	2	worth	worth	ADJ
ahmr-919	108	3	noting	note	VERB
ahmr-919	108	4	is	be	AUX
ahmr-919	108	5	the	the	DET
ahmr-919	108	6	small	small	ADJ
ahmr-919	108	7	number	number	NOUN
ahmr-919	108	8	of	of	ADP
ahmr-919	108	9	households6	households6	NOUN
ahmr-919	108	10	that	that	PRON
ahmr-919	108	11	reported	report	VERB
ahmr-919	108	12	acquiring	acquire	VERB
ahmr-919	108	13	household	household	NOUN
ahmr-919	108	14	‘	'	PUNCT
ahmr-919	108	15	white	white	ADJ
ahmr-919	108	16	goods	good	NOUN
ahmr-919	108	17	’	'	PUNCT
ahmr-919	108	18	(	(	PUNCT
ahmr-919	108	19	fridges	fridge	NOUN
ahmr-919	108	20	and	and	CCONJ
ahmr-919	108	21	washing	washing	NOUN
ahmr-919	108	22	machines	machine	NOUN
ahmr-919	108	23	)	)	PUNCT
ahmr-919	108	24	.	.	PUNCT
ahmr-919	109	1	this	this	PRON
ahmr-919	109	2	could	could	AUX
ahmr-919	109	3	be	be	AUX
ahmr-919	109	4	explained	explain	VERB
ahmr-919	109	5	by	by	ADP
ahmr-919	109	6	the	the	DET
ahmr-919	109	7	fact	fact	NOUN
ahmr-919	109	8	that	that	SCONJ
ahmr-919	109	9	some	some	PRON
ahmr-919	109	10	of	of	ADP
ahmr-919	109	11	the	the	DET
ahmr-919	109	12	communities	community	NOUN
ahmr-919	109	13	in	in	ADP
ahmr-919	109	14	the	the	DET
ahmr-919	109	15	study	study	NOUN
ahmr-919	109	16	area	area	NOUN
ahmr-919	109	17	were	be	AUX
ahmr-919	109	18	not	not	PART
ahmr-919	109	19	connected	connect	VERB
ahmr-919	109	20	to	to	ADP
ahmr-919	109	21	the	the	DET
ahmr-919	109	22	national	national	ADJ
ahmr-919	109	23	grid	grid	NOUN
ahmr-919	109	24	or	or	CCONJ
ahmr-919	109	25	,	,	PUNCT
ahmr-919	109	26	if	if	SCONJ
ahmr-919	109	27	connected	connect	VERB
ahmr-919	109	28	,	,	PUNCT
ahmr-919	109	29	might	might	AUX
ahmr-919	109	30	have	have	AUX
ahmr-919	109	31	had	have	VERB
ahmr-919	109	32	difficulty	difficulty	NOUN
ahmr-919	109	33	paying	pay	VERB
ahmr-919	109	34	for	for	ADP
ahmr-919	109	35	the	the	DET
ahmr-919	109	36	exorbitant	exorbitant	ADJ
ahmr-919	109	37	electricity	electricity	NOUN
ahmr-919	109	38	bills	bill	NOUN
ahmr-919	109	39	.	.	PUNCT
ahmr-919	110	1	in	in	ADP
ahmr-919	110	2	recent	recent	ADJ
ahmr-919	110	3	times	time	NOUN
ahmr-919	110	4	,	,	PUNCT
ahmr-919	110	5	sanitation	sanitation	NOUN
ahmr-919	110	6	has	have	AUX
ahmr-919	110	7	been	be	AUX
ahmr-919	110	8	considered	consider	VERB
ahmr-919	110	9	important	important	ADJ
ahmr-919	110	10	not	not	PART
ahmr-919	110	11	only	only	ADV
ahmr-919	110	12	for	for	ADP
ahmr-919	110	13	healthy	healthy	ADJ
ahmr-919	110	14	living	living	NOUN
ahmr-919	110	15	but	but	CCONJ
ahmr-919	110	16	also	also	ADV
ahmr-919	110	17	for	for	ADP
ahmr-919	110	18	ensuring	ensure	VERB
ahmr-919	110	19	a	a	DET
ahmr-919	110	20	filth	filth	NOUN
ahmr-919	110	21	-	-	PUNCT
ahmr-919	110	22	free	free	ADJ
ahmr-919	110	23	environment	environment	NOUN
ahmr-919	110	24	.	.	PUNCT
ahmr-919	111	1	this	this	PRON
ahmr-919	111	2	is	be	AUX
ahmr-919	111	3	undoubtedly	undoubtedly	ADV
ahmr-919	111	4	welfare	welfare	NOUN
ahmr-919	111	5	enhancing	enhancing	NOUN
ahmr-919	111	6	.	.	PUNCT
ahmr-919	112	1	availability	availability	NOUN
ahmr-919	112	2	of	of	ADP
ahmr-919	112	3	places	place	NOUN
ahmr-919	112	4	of	of	ADP
ahmr-919	112	5	convenience	convenience	NOUN
ahmr-919	112	6	in	in	ADP
ahmr-919	112	7	the	the	DET
ahmr-919	112	8	study	study	NOUN
ahmr-919	112	9	area	area	NOUN
ahmr-919	112	10	was	be	AUX
ahmr-919	112	11	therefore	therefore	ADV
ahmr-919	112	12	examined	examine	VERB
ahmr-919	112	13	.	.	PUNCT
ahmr-919	113	1	the	the	DET
ahmr-919	113	2	result	result	NOUN
ahmr-919	113	3	shows	show	VERB
ahmr-919	113	4	that	that	SCONJ
ahmr-919	113	5	regardless	regardless	ADV
ahmr-919	113	6	of	of	ADP
ahmr-919	113	7	the	the	DET
ahmr-919	113	8	migration	migration	NOUN
ahmr-919	113	9	status	status	NOUN
ahmr-919	113	10	of	of	ADP
ahmr-919	113	11	households	household	NOUN
ahmr-919	113	12	,	,	PUNCT
ahmr-919	113	13	almost	almost	ADV
ahmr-919	113	14	all	all	PRON
ahmr-919	113	15	households	household	NOUN
ahmr-919	113	16	(	(	PUNCT
ahmr-919	113	17	99	99	NUM
ahmr-919	113	18	percent	percent	NOUN
ahmr-919	113	19	)	)	PUNCT
ahmr-919	113	20	in	in	ADP
ahmr-919	113	21	the	the	DET
ahmr-919	113	22	study	study	NOUN
ahmr-919	113	23	area	area	NOUN
ahmr-919	113	24	have	have	VERB
ahmr-919	113	25	bathrooms	bathroom	NOUN
ahmr-919	113	26	.	.	PUNCT
ahmr-919	114	1	on	on	ADP
ahmr-919	114	2	the	the	DET
ahmr-919	114	3	other	other	ADJ
ahmr-919	114	4	hand	hand	NOUN
ahmr-919	114	5	,	,	PUNCT
ahmr-919	114	6	the	the	DET
ahmr-919	114	7	majority	majority	NOUN
ahmr-919	114	8	of	of	ADP
ahmr-919	114	9	households	household	NOUN
ahmr-919	114	10	(	(	PUNCT
ahmr-919	114	11	81.40	81.40	NUM
ahmr-919	114	12	percent	percent	NOUN
ahmr-919	114	13	)	)	PUNCT
ahmr-919	114	14	do	do	AUX
ahmr-919	114	15	not	not	PART
ahmr-919	114	16	have	have	VERB
ahmr-919	114	17	toilet	toilet	NOUN
ahmr-919	114	18	facilities	facility	NOUN
ahmr-919	114	19	.	.	PUNCT
ahmr-919	115	1	7	7	NUM
ahmr-919	115	2	this	this	DET
ahmr-919	115	3	figure	figure	NOUN
ahmr-919	115	4	is	be	AUX
ahmr-919	115	5	about	about	ADV
ahmr-919	115	6	four	four	NUM
ahmr-919	115	7	times	time	NOUN
ahmr-919	115	8	higher	high	ADJ
ahmr-919	115	9	than	than	ADP
ahmr-919	115	10	the	the	DET
ahmr-919	115	11	national	national	ADJ
ahmr-919	115	12	average	average	NOUN
ahmr-919	115	13	of	of	ADP
ahmr-919	115	14	19	19	NUM
ahmr-919	115	15	percent	percent	NOUN
ahmr-919	115	16	,	,	PUNCT
ahmr-919	115	17	but	but	CCONJ
ahmr-919	115	18	slightly	slightly	ADV
ahmr-919	115	19	lower	low	ADJ
ahmr-919	115	20	than	than	ADP
ahmr-919	115	21	the	the	DET
ahmr-919	115	22	regional	regional	ADJ
ahmr-919	115	23	average	average	NOUN
ahmr-919	115	24	of	of	ADP
ahmr-919	115	25	86	86	NUM
ahmr-919	115	26	percent	percent	NOUN
ahmr-919	115	27	(	(	PUNCT
ahmr-919	115	28	gss	gss	PROPN
ahmr-919	115	29	,	,	PUNCT
ahmr-919	115	30	2012	2012	NUM
ahmr-919	115	31	)	)	PUNCT
ahmr-919	115	32	.	.	PUNCT
ahmr-919	116	1	however	however	ADV
ahmr-919	116	2	,	,	PUNCT
ahmr-919	116	3	it	it	PRON
ahmr-919	116	4	is	be	AUX
ahmr-919	116	5	observed	observe	VERB
ahmr-919	116	6	that	that	SCONJ
ahmr-919	116	7	a	a	DET
ahmr-919	116	8	higher	high	ADJ
ahmr-919	116	9	percentage	percentage	NOUN
ahmr-919	116	10	of	of	ADP
ahmr-919	116	11	migrant	migrant	NOUN
ahmr-919	116	12	than	than	ADP
ahmr-919	116	13	non	non	ADJ
ahmr-919	116	14	-	-	ADJ
ahmr-919	116	15	migrant	migrant	ADJ
ahmr-919	116	16	households	household	NOUN
ahmr-919	116	17	(	(	PUNCT
ahmr-919	116	18	85	85	NUM
ahmr-919	116	19	versus	versus	ADP
ahmr-919	116	20	81	81	NUM
ahmr-919	116	21	percent	percent	NOUN
ahmr-919	116	22	)	)	PUNCT
ahmr-919	116	23	do	do	AUX
ahmr-919	116	24	not	not	PART
ahmr-919	116	25	have	have	VERB
ahmr-919	116	26	toilet	toilet	NOUN
ahmr-919	116	27	facilities	facility	NOUN
ahmr-919	116	28	,	,	PUNCT
ahmr-919	116	29	indicating	indicate	VERB
ahmr-919	116	30	that	that	SCONJ
ahmr-919	116	31	non	non	ADJ
ahmr-919	116	32	-	-	ADJ
ahmr-919	116	33	migrant	migrant	ADJ
ahmr-919	116	34	households	household	NOUN
ahmr-919	116	35	do	do	VERB
ahmr-919	116	36	better	well	ADV
ahmr-919	116	37	in	in	ADP
ahmr-919	116	38	constructing	construct	VERB
ahmr-919	116	39	toilet	toilet	NOUN
ahmr-919	116	40	facilities	facility	NOUN
ahmr-919	116	41	at	at	ADP
ahmr-919	116	42	homes	home	NOUN
ahmr-919	116	43	and	and	CCONJ
ahmr-919	116	44	enjoy	enjoy	VERB
ahmr-919	116	45	higher	high	ADJ
ahmr-919	116	46	welfare	welfare	NOUN
ahmr-919	116	47	than	than	ADP
ahmr-919	116	48	migrant	migrant	ADJ
ahmr-919	116	49	households	household	NOUN
ahmr-919	116	50	.	.	PUNCT
ahmr-919	117	1	this	this	DET
ahmr-919	117	2	finding	finding	NOUN
ahmr-919	117	3	is	be	AUX
ahmr-919	117	4	consistent	consistent	ADJ
ahmr-919	117	5	with	with	ADP
ahmr-919	117	6	awumbila	awumbila	PROPN
ahmr-919	117	7	et	et	PROPN
ahmr-919	117	8	al	al	PROPN
ahmr-919	117	9	.	.	PROPN
ahmr-919	117	10	’s	’s	PART
ahmr-919	118	1	(	(	PUNCT
ahmr-919	118	2	2014	2014	NUM
ahmr-919	118	3	)	)	PUNCT
ahmr-919	118	4	study	study	NOUN
ahmr-919	118	5	that	that	PRON
ahmr-919	118	6	reports	report	VERB
ahmr-919	118	7	that	that	SCONJ
ahmr-919	118	8	close	close	ADV
ahmr-919	118	9	to	to	ADP
ahmr-919	118	10	94	94	NUM
ahmr-919	118	11	and	and	CCONJ
ahmr-919	118	12	63	63	NUM
ahmr-919	118	13	percent	percent	NOUN
ahmr-919	118	14	of	of	ADP
ahmr-919	118	15	migrant	migrant	ADJ
ahmr-919	118	16	households	household	NOUN
ahmr-919	118	17	in	in	ADP
ahmr-919	118	18	old	old	ADJ
ahmr-919	118	19	fadama	fadama	PROPN
ahmr-919	118	20	and	and	CCONJ
ahmr-919	118	21	nima	nima	PROPN
ahmr-919	118	22	,	,	PUNCT
ahmr-919	118	23	respectively	respectively	ADV
ahmr-919	118	24	,	,	PUNCT
ahmr-919	118	25	do	do	AUX
ahmr-919	118	26	not	not	PART
ahmr-919	118	27	have	have	VERB
ahmr-919	118	28	toilet	toilet	NOUN
ahmr-919	118	29	facilities	facility	NOUN
ahmr-919	118	30	in	in	ADP
ahmr-919	118	31	their	their	PRON
ahmr-919	118	32	residence	residence	NOUN
ahmr-919	118	33	.	.	PUNCT
ahmr-919	119	1	sundari	sundari	PROPN
ahmr-919	119	2	(	(	PUNCT
ahmr-919	119	3	2003	2003	NUM
ahmr-919	119	4	)	)	PUNCT
ahmr-919	119	5	noted	note	VERB
ahmr-919	119	6	similar	similar	ADJ
ahmr-919	119	7	findings	finding	NOUN
ahmr-919	119	8	about	about	ADP
ahmr-919	119	9	chennai	chennai	NOUN
ahmr-919	119	10	slums	slum	NOUN
ahmr-919	119	11	.	.	PUNCT
ahmr-919	120	1	to	to	PART
ahmr-919	120	2	assess	assess	VERB
ahmr-919	120	3	the	the	DET
ahmr-919	120	4	impact	impact	NOUN
ahmr-919	120	5	of	of	ADP
ahmr-919	120	6	migration	migration	NOUN
ahmr-919	120	7	on	on	ADP
ahmr-919	120	8	households	household	NOUN
ahmr-919	120	9	’	'	PUNCT
ahmr-919	120	10	welfare	welfare	NOUN
ahmr-919	120	11	in	in	ADP
ahmr-919	120	12	the	the	DET
ahmr-919	120	13	study	study	NOUN
ahmr-919	120	14	area	area	NOUN
ahmr-919	120	15	and	and	CCONJ
ahmr-919	120	16	to	to	PART
ahmr-919	120	17	correct	correct	VERB
ahmr-919	120	18	for	for	ADP
ahmr-919	120	19	selectivity	selectivity	NOUN
ahmr-919	120	20	bias	bias	NOUN
ahmr-919	120	21	,	,	PUNCT
ahmr-919	120	22	a	a	DET
ahmr-919	120	23	regression	regression	NOUN
ahmr-919	120	24	equation	equation	NOUN
ahmr-919	120	25	was	be	AUX
ahmr-919	120	26	estimated	estimate	VERB
ahmr-919	120	27	using	use	VERB
ahmr-919	120	28	the	the	DET
ahmr-919	120	29	heckman	heckman	PROPN
ahmr-919	120	30	two	two	NUM
ahmr-919	120	31	-	-	PUNCT
ahmr-919	120	32	step	step	NOUN
ahmr-919	120	33	selection	selection	NOUN
ahmr-919	120	34	model	model	NOUN
ahmr-919	120	35	.	.	PUNCT
ahmr-919	121	1	the	the	DET
ahmr-919	121	2	first	first	ADJ
ahmr-919	121	3	step	step	NOUN
ahmr-919	121	4	was	be	AUX
ahmr-919	121	5	to	to	PART
ahmr-919	121	6	choose	choose	VERB
ahmr-919	121	7	an	an	DET
ahmr-919	121	8	instrument	instrument	NOUN
ahmr-919	121	9	that	that	PRON
ahmr-919	121	10	is	be	AUX
ahmr-919	121	11	correlated	correlate	VERB
ahmr-919	121	12	with	with	ADP
ahmr-919	121	13	migration	migration	NOUN
ahmr-919	121	14	as	as	ADP
ahmr-919	121	15	an	an	DET
ahmr-919	121	16	independent	independent	ADJ
ahmr-919	121	17	variable	variable	NOUN
ahmr-919	121	18	and	and	CCONJ
ahmr-919	121	19	is	be	AUX
ahmr-919	121	20	not	not	PART
ahmr-919	121	21	correlated	correlate	VERB
ahmr-919	121	22	with	with	ADP
ahmr-919	121	23	per	per	ADP
ahmr-919	121	24	capita	capita	X
ahmr-919	121	25	consumption	consumption	NOUN
ahmr-919	121	26	expenditure	expenditure	NOUN
ahmr-919	121	27	as	as	ADP
ahmr-919	121	28	the	the	DET
ahmr-919	121	29	dependent	dependent	ADJ
ahmr-919	121	30	variable	variable	NOUN
ahmr-919	121	31	.	.	PUNCT
ahmr-919	122	1	ethnicity	ethnicity	NOUN
ahmr-919	122	2	of	of	ADP
ahmr-919	122	3	individuals	individual	NOUN
ahmr-919	122	4	was	be	AUX
ahmr-919	122	5	chosen	choose	VERB
ahmr-919	122	6	as	as	ADP
ahmr-919	122	7	an	an	DET
ahmr-919	122	8	instrument	instrument	NOUN
ahmr-919	122	9	and	and	CCONJ
ahmr-919	122	10	it	it	PRON
ahmr-919	122	11	was	be	AUX
ahmr-919	122	12	argued	argue	VERB
ahmr-919	122	13	that	that	SCONJ
ahmr-919	122	14	people	people	NOUN
ahmr-919	122	15	are	be	AUX
ahmr-919	122	16	likely	likely	ADJ
ahmr-919	122	17	to	to	PART
ahmr-919	122	18	migrate	migrate	VERB
ahmr-919	122	19	if	if	SCONJ
ahmr-919	122	20	they	they	PRON
ahmr-919	122	21	are	be	AUX
ahmr-919	122	22	identifiable	identifiable	ADJ
ahmr-919	122	23	by	by	ADP
ahmr-919	122	24	certain	certain	ADJ
ahmr-919	122	25	6	6	NUM
ahmr-919	122	26	0.71	0.71	NUM
ahmr-919	122	27	and	and	CCONJ
ahmr-919	122	28	0.70	0.70	NUM
ahmr-919	122	29	percent	percent	NOUN
ahmr-919	122	30	,	,	PUNCT
ahmr-919	122	31	respectively	respectively	ADV
ahmr-919	122	32	,	,	PUNCT
ahmr-919	122	33	for	for	ADP
ahmr-919	122	34	non	non	ADJ
ahmr-919	122	35	-	-	ADJ
ahmr-919	122	36	migrant	migrant	ADJ
ahmr-919	122	37	and	and	CCONJ
ahmr-919	122	38	migrant	migrant	ADJ
ahmr-919	122	39	households	household	NOUN
ahmr-919	122	40	.	.	PUNCT
ahmr-919	123	1	7	7	NUM
ahmr-919	123	2	this	this	DET
ahmr-919	123	3	high	high	ADJ
ahmr-919	123	4	deficit	deficit	NOUN
ahmr-919	123	5	of	of	ADP
ahmr-919	123	6	toilet	toilet	NOUN
ahmr-919	123	7	facilities	facility	NOUN
ahmr-919	123	8	registered	register	VERB
ahmr-919	123	9	by	by	ADP
ahmr-919	123	10	households	household	NOUN
ahmr-919	123	11	is	be	AUX
ahmr-919	123	12	because	because	SCONJ
ahmr-919	123	13	most	most	ADJ
ahmr-919	123	14	households	household	NOUN
ahmr-919	123	15	use	use	VERB
ahmr-919	123	16	the	the	DET
ahmr-919	123	17	bush	bush	PROPN
ahmr-919	123	18	as	as	ADP
ahmr-919	123	19	a	a	DET
ahmr-919	123	20	place	place	NOUN
ahmr-919	123	21	of	of	ADP
ahmr-919	123	22	convenience	convenience	NOUN
ahmr-919	123	23	or	or	CCONJ
ahmr-919	123	24	use	use	VERB
ahmr-919	123	25	public	public	ADJ
ahmr-919	123	26	toilets	toilet	NOUN
ahmr-919	123	27	where	where	SCONJ
ahmr-919	123	28	available	available	ADJ
ahmr-919	123	29	.	.	PUNCT
ahmr-919	124	1	ahmr	ahmr	NOUN
ahmr-919	124	2	,	,	PUNCT
ahmr-919	124	3	vol.3	vol.3	PROPN
ahmr-919	124	4	no1	no1	PROPN
ahmr-919	124	5	,	,	PUNCT
ahmr-919	124	6	january	january	PROPN
ahmr-919	124	7	-	-	PUNCT
ahmr-919	124	8	april	april	PROPN
ahmr-919	124	9	2017	2017	NUM
ahmr-919	124	10	740	740	NUM
ahmr-919	124	11	ethnic	ethnic	ADJ
ahmr-919	124	12	groups	group	NOUN
ahmr-919	124	13	.	.	PUNCT
ahmr-919	125	1	for	for	ADP
ahmr-919	125	2	example	example	NOUN
ahmr-919	125	3	,	,	PUNCT
ahmr-919	125	4	in	in	ADP
ahmr-919	125	5	most	most	ADJ
ahmr-919	125	6	of	of	ADP
ahmr-919	125	7	the	the	DET
ahmr-919	125	8	other	other	ADJ
ahmr-919	125	9	regions	region	NOUN
ahmr-919	125	10	,	,	PUNCT
ahmr-919	125	11	certain	certain	ADJ
ahmr-919	125	12	ethnic	ethnic	ADJ
ahmr-919	125	13	groups8	groups8	NOUN
ahmr-919	125	14	have	have	VERB
ahmr-919	125	15	replicas	replica	NOUN
ahmr-919	125	16	of	of	ADP
ahmr-919	125	17	their	their	PRON
ahmr-919	125	18	chieftaincy	chieftaincy	NOUN
ahmr-919	125	19	institutions	institution	NOUN
ahmr-919	125	20	and	and	CCONJ
ahmr-919	125	21	,	,	PUNCT
ahmr-919	125	22	therefore	therefore	ADV
ahmr-919	125	23	,	,	PUNCT
ahmr-919	125	24	people	people	NOUN
ahmr-919	125	25	who	who	PRON
ahmr-919	125	26	travel	travel	VERB
ahmr-919	125	27	to	to	ADP
ahmr-919	125	28	those	those	DET
ahmr-919	125	29	destinations	destination	NOUN
ahmr-919	125	30	and	and	CCONJ
ahmr-919	125	31	are	be	AUX
ahmr-919	125	32	identified	identify	VERB
ahmr-919	125	33	with	with	ADP
ahmr-919	125	34	these	these	DET
ahmr-919	125	35	institutions	institution	NOUN
ahmr-919	125	36	are	be	AUX
ahmr-919	125	37	accommodated	accommodate	VERB
ahmr-919	125	38	and	and	CCONJ
ahmr-919	125	39	given	give	VERB
ahmr-919	125	40	the	the	DET
ahmr-919	125	41	necessary	necessary	ADJ
ahmr-919	125	42	assistance	assistance	NOUN
ahmr-919	125	43	to	to	PART
ahmr-919	125	44	adjust	adjust	VERB
ahmr-919	125	45	.	.	PUNCT
ahmr-919	126	1	the	the	DET
ahmr-919	126	2	same	same	ADJ
ahmr-919	126	3	argument	argument	NOUN
ahmr-919	126	4	can	can	AUX
ahmr-919	126	5	not	not	PART
ahmr-919	126	6	be	be	AUX
ahmr-919	126	7	made	make	VERB
ahmr-919	126	8	for	for	ADP
ahmr-919	126	9	consumption	consumption	NOUN
ahmr-919	126	10	expenditure	expenditure	NOUN
ahmr-919	126	11	.	.	PUNCT
ahmr-919	127	1	to	to	PART
ahmr-919	127	2	test	test	VERB
ahmr-919	127	3	the	the	DET
ahmr-919	127	4	relevance	relevance	NOUN
ahmr-919	127	5	of	of	ADP
ahmr-919	127	6	the	the	DET
ahmr-919	127	7	instrument	instrument	NOUN
ahmr-919	127	8	,	,	PUNCT
ahmr-919	127	9	the	the	DET
ahmr-919	127	10	authors	author	NOUN
ahmr-919	127	11	regressed	regress	VERB
ahmr-919	127	12	the	the	DET
ahmr-919	127	13	ethnicity	ethnicity	NOUN
ahmr-919	127	14	variable	variable	NOUN
ahmr-919	127	15	on	on	ADP
ahmr-919	127	16	per	per	ADP
ahmr-919	127	17	capita	capita	X
ahmr-919	127	18	consumption	consumption	NOUN
ahmr-919	127	19	expenditure	expenditure	NOUN
ahmr-919	127	20	as	as	SCONJ
ahmr-919	127	21	proposed	propose	VERB
ahmr-919	127	22	by	by	ADP
ahmr-919	127	23	mckenzie	mckenzie	NOUN
ahmr-919	127	24	and	and	CCONJ
ahmr-919	127	25	sasin	sasin	PROPN
ahmr-919	127	26	(	(	PUNCT
ahmr-919	127	27	2007	2007	NUM
ahmr-919	127	28	)	)	PUNCT
ahmr-919	127	29	.	.	PUNCT
ahmr-919	128	1	the	the	DET
ahmr-919	128	2	result	result	NOUN
ahmr-919	128	3	shows	show	VERB
ahmr-919	128	4	no	no	DET
ahmr-919	128	5	association	association	NOUN
ahmr-919	128	6	between	between	ADP
ahmr-919	128	7	the	the	DET
ahmr-919	128	8	two	two	NUM
ahmr-919	128	9	variables	variable	NOUN
ahmr-919	128	10	.	.	PUNCT
ahmr-919	129	1	the	the	DET
ahmr-919	129	2	second	second	ADJ
ahmr-919	129	3	step	step	NOUN
ahmr-919	129	4	was	be	AUX
ahmr-919	129	5	to	to	PART
ahmr-919	129	6	regress	regress	VERB
ahmr-919	129	7	the	the	DET
ahmr-919	129	8	log	log	NOUN
ahmr-919	129	9	of	of	ADP
ahmr-919	129	10	per	per	ADP
ahmr-919	129	11	capita	capita	X
ahmr-919	129	12	consumption	consumption	NOUN
ahmr-919	129	13	expenditure	expenditure	NOUN
ahmr-919	129	14	on	on	ADP
ahmr-919	129	15	the	the	DET
ahmr-919	129	16	regressors	regressor	NOUN
ahmr-919	129	17	,	,	PUNCT
ahmr-919	129	18	including	include	VERB
ahmr-919	129	19	the	the	DET
ahmr-919	129	20	migration	migration	NOUN
ahmr-919	129	21	status	status	NOUN
ahmr-919	129	22	using	use	VERB
ahmr-919	129	23	the	the	DET
ahmr-919	129	24	heckman	heckman	PROPN
ahmr-919	129	25	two	two	NUM
ahmr-919	129	26	-	-	PUNCT
ahmr-919	129	27	step	step	NOUN
ahmr-919	129	28	selection	selection	NOUN
ahmr-919	129	29	to	to	PART
ahmr-919	129	30	counter	counter	VERB
ahmr-919	129	31	the	the	DET
ahmr-919	129	32	selectivity	selectivity	NOUN
ahmr-919	129	33	bias	bias	NOUN
ahmr-919	129	34	.	.	PUNCT
ahmr-919	130	1	the	the	DET
ahmr-919	130	2	heckman	heckman	PROPN
ahmr-919	130	3	two	two	NUM
ahmr-919	130	4	-	-	PUNCT
ahmr-919	130	5	step	step	NOUN
ahmr-919	130	6	selection	selection	NOUN
ahmr-919	130	7	involves	involve	VERB
ahmr-919	130	8	,	,	PUNCT
ahmr-919	130	9	first	first	ADV
ahmr-919	130	10	,	,	PUNCT
ahmr-919	130	11	estimating	estimate	VERB
ahmr-919	130	12	a	a	DET
ahmr-919	130	13	probit	probit	NOUN
ahmr-919	130	14	model	model	NOUN
ahmr-919	130	15	to	to	PART
ahmr-919	130	16	drive	drive	VERB
ahmr-919	130	17	the	the	DET
ahmr-919	130	18	inverse	inverse	NOUN
ahmr-919	130	19	mills	mill	NOUN
ahmr-919	130	20	ratio	ratio	NOUN
ahmr-919	130	21	.	.	PUNCT
ahmr-919	131	1	the	the	DET
ahmr-919	131	2	second	second	ADJ
ahmr-919	131	3	step	step	NOUN
ahmr-919	131	4	is	be	AUX
ahmr-919	131	5	to	to	PART
ahmr-919	131	6	estimate	estimate	VERB
ahmr-919	131	7	the	the	DET
ahmr-919	131	8	outcome	outcome	NOUN
ahmr-919	131	9	equation	equation	NOUN
ahmr-919	131	10	including	include	VERB
ahmr-919	131	11	the	the	DET
ahmr-919	131	12	inverse	inverse	NOUN
ahmr-919	131	13	mills	mill	NOUN
ahmr-919	131	14	as	as	ADP
ahmr-919	131	15	a	a	DET
ahmr-919	131	16	regressor	regressor	NOUN
ahmr-919	131	17	.	.	PUNCT
ahmr-919	132	1	five	five	NUM
ahmr-919	132	2	welfare	welfare	NOUN
ahmr-919	132	3	variables	variable	NOUN
ahmr-919	132	4	were	be	AUX
ahmr-919	132	5	included	include	VERB
ahmr-919	132	6	in	in	ADP
ahmr-919	132	7	the	the	DET
ahmr-919	132	8	equation	equation	NOUN
ahmr-919	132	9	as	as	ADP
ahmr-919	132	10	explanatory	explanatory	ADJ
ahmr-919	132	11	variables	variable	NOUN
ahmr-919	132	12	and	and	CCONJ
ahmr-919	132	13	these	these	PRON
ahmr-919	132	14	are	be	AUX
ahmr-919	132	15	the	the	DET
ahmr-919	132	16	human	human	ADJ
ahmr-919	132	17	asset	asset	NOUN
ahmr-919	132	18	variables	variable	NOUN
ahmr-919	132	19	,	,	PUNCT
ahmr-919	132	20	the	the	DET
ahmr-919	132	21	house	house	NOUN
ahmr-919	132	22	composition	composition	NOUN
ahmr-919	132	23	variables	variable	NOUN
ahmr-919	132	24	,	,	PUNCT
ahmr-919	132	25	the	the	DET
ahmr-919	132	26	location	location	NOUN
ahmr-919	132	27	variables	variable	VERB
ahmr-919	132	28	,	,	PUNCT
ahmr-919	132	29	the	the	DET
ahmr-919	132	30	employment	employment	NOUN
ahmr-919	132	31	variables	variable	NOUN
ahmr-919	132	32	and	and	CCONJ
ahmr-919	132	33	the	the	DET
ahmr-919	132	34	physical	physical	ADJ
ahmr-919	132	35	asset	asset	NOUN
ahmr-919	132	36	variables	variable	NOUN
ahmr-919	132	37	.	.	PUNCT
ahmr-919	133	1	results	result	NOUN
ahmr-919	133	2	from	from	ADP
ahmr-919	133	3	the	the	DET
ahmr-919	133	4	estimation	estimation	NOUN
ahmr-919	133	5	indicate	indicate	VERB
ahmr-919	133	6	that	that	SCONJ
ahmr-919	133	7	most	most	ADJ
ahmr-919	133	8	of	of	ADP
ahmr-919	133	9	the	the	DET
ahmr-919	133	10	parameter	parameter	NOUN
ahmr-919	133	11	estimates	estimate	NOUN
ahmr-919	133	12	are	be	AUX
ahmr-919	133	13	statistically	statistically	ADV
ahmr-919	133	14	significant	significant	ADJ
ahmr-919	133	15	and	and	CCONJ
ahmr-919	133	16	rightly	rightly	ADV
ahmr-919	133	17	signed	sign	VERB
ahmr-919	133	18	,	,	PUNCT
ahmr-919	133	19	as	as	SCONJ
ahmr-919	133	20	shown	show	VERB
ahmr-919	133	21	in	in	ADP
ahmr-919	133	22	table	table	NOUN
ahmr-919	133	23	1	1	NUM
ahmr-919	133	24	.	.	PUNCT
ahmr-919	134	1	consistent	consistent	ADJ
ahmr-919	134	2	with	with	ADP
ahmr-919	134	3	prior	prior	ADJ
ahmr-919	134	4	expectations	expectation	NOUN
ahmr-919	134	5	and	and	CCONJ
ahmr-919	134	6	existing	exist	VERB
ahmr-919	134	7	literature	literature	NOUN
ahmr-919	134	8	,	,	PUNCT
ahmr-919	134	9	educational	educational	ADJ
ahmr-919	134	10	qualification	qualification	NOUN
ahmr-919	134	11	of	of	ADP
ahmr-919	134	12	household	household	NOUN
ahmr-919	134	13	head	head	NOUN
ahmr-919	134	14	increases	increase	VERB
ahmr-919	134	15	with	with	ADP
ahmr-919	134	16	welfare	welfare	NOUN
ahmr-919	134	17	.	.	PUNCT
ahmr-919	135	1	implicitly	implicitly	ADV
ahmr-919	135	2	,	,	PUNCT
ahmr-919	135	3	the	the	PRON
ahmr-919	135	4	more	more	ADV
ahmr-919	135	5	a	a	DET
ahmr-919	135	6	household	household	NOUN
ahmr-919	135	7	head	head	NOUN
ahmr-919	135	8	is	be	AUX
ahmr-919	135	9	educated	educate	VERB
ahmr-919	135	10	,	,	PUNCT
ahmr-919	135	11	the	the	PRON
ahmr-919	135	12	more	more	ADV
ahmr-919	135	13	likely	likely	ADJ
ahmr-919	136	1	he	he	PRON
ahmr-919	136	2	/	/	SYM
ahmr-919	136	3	she	she	PRON
ahmr-919	136	4	increases	increase	VERB
ahmr-919	136	5	the	the	DET
ahmr-919	136	6	earnings	earning	NOUN
ahmr-919	136	7	as	as	SCONJ
ahmr-919	136	8	predicted	predict	VERB
ahmr-919	136	9	by	by	ADP
ahmr-919	136	10	the	the	DET
ahmr-919	136	11	human	human	ADJ
ahmr-919	136	12	capital	capital	NOUN
ahmr-919	136	13	model	model	NOUN
ahmr-919	136	14	,	,	PUNCT
ahmr-919	136	15	therefore	therefore	ADV
ahmr-919	136	16	increasing	increase	VERB
ahmr-919	136	17	the	the	DET
ahmr-919	136	18	household	household	NOUN
ahmr-919	136	19	consumption	consumption	NOUN
ahmr-919	136	20	and	and	CCONJ
ahmr-919	136	21	welfare	welfare	NOUN
ahmr-919	136	22	.	.	PUNCT
ahmr-919	137	1	households	household	NOUN
ahmr-919	137	2	increase	increase	VERB
ahmr-919	137	3	their	their	PRON
ahmr-919	137	4	consumption	consumption	NOUN
ahmr-919	137	5	expenditure	expenditure	NOUN
ahmr-919	137	6	by	by	ADP
ahmr-919	137	7	6.3	6.3	NUM
ahmr-919	137	8	percent	percent	NOUN
ahmr-919	137	9	as	as	SCONJ
ahmr-919	137	10	their	their	PRON
ahmr-919	137	11	heads	head	NOUN
ahmr-919	137	12	increase	increase	VERB
ahmr-919	137	13	their	their	PRON
ahmr-919	137	14	educational	educational	ADJ
ahmr-919	137	15	status	status	NOUN
ahmr-919	137	16	.	.	PUNCT
ahmr-919	138	1	age	age	NOUN
ahmr-919	138	2	of	of	ADP
ahmr-919	138	3	head	head	NOUN
ahmr-919	138	4	of	of	ADP
ahmr-919	138	5	household	household	NOUN
ahmr-919	138	6	(	(	PUNCT
ahmr-919	138	7	ageheadhh	ageheadhh	PROPN
ahmr-919	138	8	)	)	PUNCT
ahmr-919	138	9	is	be	AUX
ahmr-919	138	10	positive	positive	ADJ
ahmr-919	138	11	and	and	CCONJ
ahmr-919	138	12	significant	significant	ADJ
ahmr-919	138	13	,	,	PUNCT
ahmr-919	138	14	which	which	PRON
ahmr-919	138	15	means	mean	VERB
ahmr-919	138	16	that	that	SCONJ
ahmr-919	138	17	household	household	NOUN
ahmr-919	138	18	welfare	welfare	NOUN
ahmr-919	138	19	is	be	AUX
ahmr-919	138	20	higher	high	ADJ
ahmr-919	138	21	when	when	SCONJ
ahmr-919	138	22	the	the	DET
ahmr-919	138	23	head	head	NOUN
ahmr-919	138	24	is	be	AUX
ahmr-919	138	25	younger	young	ADJ
ahmr-919	138	26	.	.	PUNCT
ahmr-919	139	1	this	this	DET
ahmr-919	139	2	finding	finding	NOUN
ahmr-919	139	3	is	be	AUX
ahmr-919	139	4	consistent	consistent	ADJ
ahmr-919	139	5	with	with	ADP
ahmr-919	139	6	studies	study	NOUN
ahmr-919	139	7	by	by	ADP
ahmr-919	139	8	ackah	ackah	PROPN
ahmr-919	139	9	and	and	CCONJ
ahmr-919	139	10	medvedev	medvedev	PROPN
ahmr-919	139	11	(	(	PUNCT
ahmr-919	139	12	2010	2010	NUM
ahmr-919	139	13	)	)	PUNCT
ahmr-919	139	14	.	.	PUNCT
ahmr-919	140	1	8	8	NUM
ahmr-919	140	2	for	for	ADP
ahmr-919	140	3	example	example	NOUN
ahmr-919	140	4	,	,	PUNCT
ahmr-919	140	5	we	we	PRON
ahmr-919	140	6	have	have	VERB
ahmr-919	140	7	the	the	DET
ahmr-919	140	8	dagomba	dagomba	ADJ
ahmr-919	140	9	,	,	PUNCT
ahmr-919	140	10	gonja	gonja	NOUN
ahmr-919	140	11	and	and	CCONJ
ahmr-919	140	12	the	the	DET
ahmr-919	140	13	mamprusi	mamprusi	PROPN
ahmr-919	140	14	chiefs	chief	NOUN
ahmr-919	140	15	in	in	ADP
ahmr-919	140	16	most	most	ADJ
ahmr-919	140	17	of	of	ADP
ahmr-919	140	18	the	the	DET
ahmr-919	140	19	other	other	ADJ
ahmr-919	140	20	regions	region	NOUN
ahmr-919	140	21	in	in	ADP
ahmr-919	140	22	ghana	ghana	PROPN
ahmr-919	140	23	.	.	PUNCT
ahmr-919	141	1	ahmr	ahmr	NOUN
ahmr-919	141	2	,	,	PUNCT
ahmr-919	141	3	vol.3	vol.3	PROPN
ahmr-919	141	4	no1	no1	PROPN
ahmr-919	141	5	,	,	PUNCT
ahmr-919	141	6	january	january	PROPN
ahmr-919	141	7	-	-	PUNCT
ahmr-919	141	8	april	april	PROPN
ahmr-919	141	9	2017	2017	NUM
ahmr-919	141	10	741	741	NUM
ahmr-919	141	11	table	table	NOUN
ahmr-919	141	12	1	1	NUM
ahmr-919	141	13	:	:	PUNCT
ahmr-919	141	14	migration	migration	NOUN
ahmr-919	141	15	effect	effect	NOUN
ahmr-919	141	16	on	on	ADP
ahmr-919	141	17	welfare	welfare	NOUN
ahmr-919	141	18	using	use	VERB
ahmr-919	141	19	the	the	DET
ahmr-919	141	20	heckman	heckman	PROPN
ahmr-919	141	21	two	two	NUM
ahmr-919	141	22	-	-	PUNCT
ahmr-919	141	23	step	step	NOUN
ahmr-919	141	24	selection	selection	NOUN
ahmr-919	141	25	model	model	NOUN
ahmr-919	141	26	variables	variable	NOUN
ahmr-919	141	27	lnconexp	lnconexp	PROPN
ahmr-919	141	28	migstathd	migstathd	PROPN
ahmr-919	141	29	coef	coef	PROPN
ahmr-919	141	30	.	.	PUNCT
ahmr-919	142	1	z	z	PROPN
ahmr-919	142	2	coef	coef	PROPN
ahmr-919	142	3	.	.	PUNCT
ahmr-919	143	1	z	z	PROPN
ahmr-919	143	2	educquhead	educquhead	VERB
ahmr-919	143	3	0.0627	0.0627	PRON
ahmr-919	143	4	*	*	PUNCT
ahmr-919	144	1	*	*	PUNCT
ahmr-919	144	2	*	*	PUNCT
ahmr-919	144	3	5.180	5.180	NUM
ahmr-919	144	4	ageheadhh	ageheadhh	NOUN
ahmr-919	144	5	0.0181	0.0181	NUM
ahmr-919	144	6	*	*	PUNCT
ahmr-919	144	7	*	*	PUNCT
ahmr-919	144	8	*	*	PUNCT
ahmr-919	144	9	4.830	4.830	NUM
ahmr-919	144	10	sexheadhh	sexheadhh	NOUN
ahmr-919	144	11	-0.5573	-0.5573	NOUN
ahmr-919	144	12	*	*	PUNCT
ahmr-919	144	13	*	*	PUNCT
ahmr-919	144	14	*	*	PUNCT
ahmr-919	144	15	-3.610	-3.610	VERB
ahmr-919	144	16	ethnicindiv	ethnicindiv	X
ahmr-919	144	17	-0.114	-0.114	NOUN
ahmr-919	144	18	*	*	PUNCT
ahmr-919	144	19	*	*	PUNCT
ahmr-919	144	20	*	*	PUNCT
ahmr-919	144	21	-7.740	-7.740	AUX
ahmr-919	144	22	hsehdsize	hsehdsize	VERB
ahmr-919	144	23	-0.0775	-0.0775	NOUN
ahmr-919	144	24	*	*	PUNCT
ahmr-919	144	25	*	*	PUNCT
ahmr-919	144	26	*	*	PUNCT
ahmr-919	145	1	-4.780	-4.780	NOUN
ahmr-919	146	1	0.0599	0.0599	NUM
ahmr-919	146	2	*	*	PUNCT
ahmr-919	146	3	*	*	PUNCT
ahmr-919	146	4	*	*	PUNCT
ahmr-919	146	5	5.530	5.530	NUM
ahmr-919	146	6	childdeprat	childdeprat	PROPN
ahmr-919	146	7	-0.0195	-0.0195	PROPN
ahmr-919	146	8	-0.160	-0.160	PROPN
ahmr-919	146	9	maturindex	maturindex	PROPN
ahmr-919	146	10	-1.0585	-1.0585	PROPN
ahmr-919	146	11	*	*	PROPN
ahmr-919	146	12	*	*	NOUN
ahmr-919	146	13	-2.030	-2.030	PRON
ahmr-919	146	14	lansize	lansize	VERB
ahmr-919	146	15	0.0153	0.0153	NUM
ahmr-919	146	16	*	*	PUNCT
ahmr-919	146	17	*	*	PUNCT
ahmr-919	146	18	*	*	PUNCT
ahmr-919	146	19	2.810	2.810	NUM
ahmr-919	146	20	ocupatn	ocupatn	ADV
ahmr-919	146	21	-0.1140	-0.1140	ADV
ahmr-919	146	22	*	*	PUNCT
ahmr-919	146	23	*	*	PUNCT
ahmr-919	146	24	*	*	PUNCT
ahmr-919	146	25	-4.960	-4.960	PUNCT
ahmr-919	146	26	distrt	distrt	PROPN
ahmr-919	146	27	-0.0546	-0.0546	NOUN
ahmr-919	146	28	*	*	PUNCT
ahmr-919	146	29	*	*	PUNCT
ahmr-919	146	30	*	*	PUNCT
ahmr-919	146	31	-2.950	-2.950	PUNCT
ahmr-919	146	32	migstathds	migstathds	NOUN
ahmr-919	146	33	0.0955	0.0955	NUM
ahmr-919	146	34	0.730	0.730	NUM
ahmr-919	146	35	sexindiv	sexindiv	X
ahmr-919	146	36	-0.0776	-0.0776	NOUN
ahmr-919	146	37	-1.020	-1.020	PUNCT
ahmr-919	146	38	ageindiv	ageindiv	X
ahmr-919	146	39	0.0163	0.0163	NUM
ahmr-919	146	40	*	*	PUNCT
ahmr-919	146	41	*	*	PROPN
ahmr-919	146	42	1.960	1.960	NUM
ahmr-919	146	43	educindiv	educindiv	X
ahmr-919	146	44	0.0119	0.0119	NUM
ahmr-919	146	45	*	*	PUNCT
ahmr-919	146	46	*	*	PUNCT
ahmr-919	146	47	*	*	PUNCT
ahmr-919	146	48	4.370	4.370	NUM
ahmr-919	146	49	comtyfacil	comtyfacil	NOUN
ahmr-919	146	50	0.3829	0.3829	NUM
ahmr-919	146	51	*	*	PUNCT
ahmr-919	146	52	*	*	PUNCT
ahmr-919	146	53	*	*	X
ahmr-919	146	54	8.590	8.590	NUM
ahmr-919	146	55	hseownship	hseownship	NOUN
ahmr-919	146	56	-0.2510	-0.2510	VERB
ahmr-919	146	57	-1.220	-1.220	PROPN
ahmr-919	146	58	agesqur	agesqur	NOUN
ahmr-919	146	59	-0.0002	-0.0002	NOUN
ahmr-919	146	60	*	*	PUNCT
ahmr-919	147	1	-1.680	-1.680	PUNCT
ahmr-919	147	2	_	_	PUNCT
ahmr-919	147	3	cons	con	NOUN
ahmr-919	147	4	7.0710	7.0710	NUM
ahmr-919	147	5	*	*	PUNCT
ahmr-919	147	6	*	*	PUNCT
ahmr-919	148	1	*	*	X
ahmr-919	148	2	15.870	15.870	NUM
ahmr-919	148	3	-1.074	-1.074	X
ahmr-919	148	4	*	*	PUNCT
ahmr-919	148	5	*	*	PUNCT
ahmr-919	148	6	*	*	PUNCT
ahmr-919	148	7	-3.550	-3.550	PUNCT
ahmr-919	148	8	mills	mill	NOUN
ahmr-919	148	9	lambda	lambda	NOUN
ahmr-919	148	10	-0.7839	-0.7839	NOUN
ahmr-919	148	11	*	*	PUNCT
ahmr-919	148	12	*	*	PUNCT
ahmr-919	148	13	*	*	PUNCT
ahmr-919	148	14	-3.830	-3.830	PRON
ahmr-919	148	15	rho	rho	ADJ
ahmr-919	148	16	-0.6330	-0.6330	NOUN
ahmr-919	148	17	sigma	sigma	VERB
ahmr-919	148	18	1.2384	1.2384	NUM
ahmr-919	148	19	lambda	lambda	ADJ
ahmr-919	148	20	-0.7839	-0.7839	NOUN
ahmr-919	148	21	ahmr	ahmr	NOUN
ahmr-919	148	22	,	,	PUNCT
ahmr-919	148	23	vol.3	vol.3	PROPN
ahmr-919	148	24	no1	no1	PROPN
ahmr-919	148	25	,	,	PUNCT
ahmr-919	148	26	january	january	PROPN
ahmr-919	148	27	-	-	PUNCT
ahmr-919	148	28	april	april	PROPN
ahmr-919	148	29	2017	2017	NUM
ahmr-919	148	30	742	742	NUM
ahmr-919	148	31	number	number	NOUN
ahmr-919	148	32	of	of	ADP
ahmr-919	148	33	observations	observation	NOUN
ahmr-919	148	34	1207	1207	NUM
ahmr-919	148	35	wald	wald	X
ahmr-919	148	36	chi2	chi2	PROPN
ahmr-919	148	37	140.73	140.73	NUM
ahmr-919	148	38	prob	prob	NOUN
ahmr-919	148	39	>	>	X
ahmr-919	148	40	chi2	chi2	PROPN
ahmr-919	148	41	0.000	0.000	NUM
ahmr-919	148	42	note	note	NOUN
ahmr-919	148	43	:	:	PUNCT
ahmr-919	149	1	*	*	PUNCT
ahmr-919	149	2	*	*	PUNCT
ahmr-919	149	3	*	*	PUNCT
ahmr-919	149	4	,	,	PUNCT
ahmr-919	149	5	*	*	PUNCT
ahmr-919	149	6	*	*	PUNCT
ahmr-919	149	7	and	and	CCONJ
ahmr-919	149	8	*	*	PUNCT
ahmr-919	149	9	imply	imply	VERB
ahmr-919	149	10	the	the	DET
ahmr-919	149	11	level	level	NOUN
ahmr-919	149	12	of	of	ADP
ahmr-919	149	13	significance	significance	NOUN
ahmr-919	149	14	at	at	ADP
ahmr-919	149	15	1	1	NUM
ahmr-919	149	16	%	%	NOUN
ahmr-919	149	17	,	,	PUNCT
ahmr-919	149	18	5	5	NUM
ahmr-919	149	19	%	%	NOUN
ahmr-919	149	20	and	and	CCONJ
ahmr-919	149	21	10	10	NUM
ahmr-919	149	22	%	%	NOUN
ahmr-919	149	23	,	,	PUNCT
ahmr-919	149	24	respectively	respectively	ADV
ahmr-919	149	25	.	.	PUNCT
ahmr-919	150	1	source	source	NOUN
ahmr-919	150	2	:	:	PUNCT
ahmr-919	150	3	authors	author	NOUN
ahmr-919	150	4	’	'	PUNCT
ahmr-919	150	5	estimation	estimation	NOUN
ahmr-919	150	6	from	from	ADP
ahmr-919	150	7	the	the	DET
ahmr-919	150	8	mop	mop	PROPN
ahmr-919	150	9	dataset	dataset	NOUN
ahmr-919	150	10	.	.	PUNCT
ahmr-919	151	1	sex	sex	NOUN
ahmr-919	151	2	of	of	ADP
ahmr-919	151	3	household	household	NOUN
ahmr-919	151	4	head	head	NOUN
ahmr-919	151	5	significantly	significantly	ADV
ahmr-919	151	6	and	and	CCONJ
ahmr-919	151	7	negatively	negatively	ADV
ahmr-919	151	8	relates	relate	VERB
ahmr-919	151	9	to	to	ADP
ahmr-919	151	10	welfare	welfare	NOUN
ahmr-919	151	11	as	as	SCONJ
ahmr-919	151	12	indicated	indicate	VERB
ahmr-919	151	13	by	by	ADP
ahmr-919	151	14	sexheadhh	sexheadhh	PROPN
ahmr-919	151	15	variable	variable	NOUN
ahmr-919	151	16	.	.	PUNCT
ahmr-919	152	1	this	this	PRON
ahmr-919	152	2	means	mean	VERB
ahmr-919	152	3	that	that	SCONJ
ahmr-919	152	4	households	household	NOUN
ahmr-919	152	5	with	with	ADP
ahmr-919	152	6	male	male	ADJ
ahmr-919	152	7	heads	head	NOUN
ahmr-919	152	8	have	have	VERB
ahmr-919	152	9	less	less	ADJ
ahmr-919	152	10	welfare	welfare	NOUN
ahmr-919	152	11	than	than	ADP
ahmr-919	152	12	their	their	PRON
ahmr-919	152	13	female	female	ADJ
ahmr-919	152	14	counterparts	counterpart	NOUN
ahmr-919	152	15	.	.	PUNCT
ahmr-919	153	1	this	this	PRON
ahmr-919	153	2	can	can	AUX
ahmr-919	153	3	be	be	AUX
ahmr-919	153	4	explained	explain	VERB
ahmr-919	153	5	perhaps	perhaps	ADV
ahmr-919	153	6	by	by	ADP
ahmr-919	153	7	the	the	DET
ahmr-919	153	8	practice	practice	NOUN
ahmr-919	153	9	of	of	ADP
ahmr-919	153	10	polygamy	polygamy	NOUN
ahmr-919	153	11	by	by	ADP
ahmr-919	153	12	male	male	ADJ
ahmr-919	153	13	heads	head	NOUN
ahmr-919	153	14	.	.	PUNCT
ahmr-919	154	1	polygamous	polygamous	ADJ
ahmr-919	154	2	practice	practice	NOUN
ahmr-919	154	3	may	may	AUX
ahmr-919	154	4	result	result	VERB
ahmr-919	154	5	in	in	ADP
ahmr-919	154	6	larger	large	ADJ
ahmr-919	154	7	household	household	NOUN
ahmr-919	154	8	size9	size9	NOUN
ahmr-919	154	9	and	and	CCONJ
ahmr-919	154	10	subsequently	subsequently	ADV
ahmr-919	154	11	lead	lead	VERB
ahmr-919	154	12	to	to	ADP
ahmr-919	154	13	a	a	DET
ahmr-919	154	14	reduction	reduction	NOUN
ahmr-919	154	15	in	in	ADP
ahmr-919	154	16	per	per	ADP
ahmr-919	154	17	capita	capita	NOUN
ahmr-919	154	18	consumption	consumption	NOUN
ahmr-919	154	19	.	.	PUNCT
ahmr-919	155	1	this	this	DET
ahmr-919	155	2	finding	finding	NOUN
ahmr-919	155	3	is	be	AUX
ahmr-919	155	4	at	at	ADP
ahmr-919	155	5	variance	variance	NOUN
ahmr-919	155	6	with	with	ADP
ahmr-919	155	7	those	those	PRON
ahmr-919	155	8	of	of	ADP
ahmr-919	155	9	nwaru	nwaru	NOUN
ahmr-919	155	10	et	et	PROPN
ahmr-919	155	11	al	al	PROPN
ahmr-919	155	12	.	.	PROPN
ahmr-919	156	1	(	(	PUNCT
ahmr-919	156	2	2011	2011	NUM
ahmr-919	156	3	)	)	PUNCT
ahmr-919	156	4	and	and	CCONJ
ahmr-919	156	5	sakiru	sakiru	PROPN
ahmr-919	156	6	(	(	PUNCT
ahmr-919	156	7	2013	2013	NUM
ahmr-919	156	8	)	)	PUNCT
ahmr-919	156	9	,	,	PUNCT
ahmr-919	156	10	which	which	PRON
ahmr-919	156	11	indicate	indicate	VERB
ahmr-919	156	12	that	that	DET
ahmr-919	156	13	male	male	NOUN
ahmr-919	156	14	-	-	PUNCT
ahmr-919	156	15	headed	head	VERB
ahmr-919	156	16	households	household	NOUN
ahmr-919	156	17	have	have	VERB
ahmr-919	156	18	higher	high	ADJ
ahmr-919	156	19	welfare	welfare	NOUN
ahmr-919	156	20	than	than	ADP
ahmr-919	156	21	female	female	NOUN
ahmr-919	156	22	-	-	PUNCT
ahmr-919	156	23	headed	head	VERB
ahmr-919	156	24	households	household	NOUN
ahmr-919	156	25	in	in	ADP
ahmr-919	156	26	nigeria	nigeria	PROPN
ahmr-919	156	27	.	.	PUNCT
ahmr-919	157	1	having	have	VERB
ahmr-919	157	2	a	a	DET
ahmr-919	157	3	larger	large	ADJ
ahmr-919	157	4	household	household	NOUN
ahmr-919	157	5	and	and	CCONJ
ahmr-919	157	6	a	a	DET
ahmr-919	157	7	higher	high	ADJ
ahmr-919	157	8	maturity	maturity	NOUN
ahmr-919	157	9	index	index	NOUN
ahmr-919	157	10	negatively	negatively	ADV
ahmr-919	157	11	affect	affect	VERB
ahmr-919	157	12	household	household	NOUN
ahmr-919	157	13	welfare	welfare	NOUN
ahmr-919	157	14	,	,	PUNCT
ahmr-919	157	15	while	while	SCONJ
ahmr-919	157	16	owning	own	VERB
ahmr-919	157	17	land	land	NOUN
ahmr-919	157	18	of	of	ADP
ahmr-919	157	19	greater	great	ADJ
ahmr-919	157	20	size	size	NOUN
ahmr-919	157	21	increases	increase	VERB
ahmr-919	157	22	household	household	NOUN
ahmr-919	157	23	welfare	welfare	NOUN
ahmr-919	157	24	.	.	PUNCT
ahmr-919	158	1	the	the	DET
ahmr-919	158	2	strong	strong	ADJ
ahmr-919	158	3	negative	negative	ADJ
ahmr-919	158	4	correlation	correlation	NOUN
ahmr-919	158	5	between	between	ADP
ahmr-919	158	6	household	household	NOUN
ahmr-919	158	7	size	size	NOUN
ahmr-919	158	8	and	and	CCONJ
ahmr-919	158	9	welfare	welfare	NOUN
ahmr-919	158	10	is	be	AUX
ahmr-919	158	11	consistent	consistent	ADJ
ahmr-919	158	12	with	with	ADP
ahmr-919	158	13	lanjouw	lanjouw	NOUN
ahmr-919	158	14	and	and	CCONJ
ahmr-919	158	15	ravallion	ravallion	NOUN
ahmr-919	158	16	’s	’s	PART
ahmr-919	158	17	(	(	PUNCT
ahmr-919	158	18	1995	1995	NUM
ahmr-919	158	19	)	)	PUNCT
ahmr-919	158	20	findings	finding	NOUN
ahmr-919	158	21	,	,	PUNCT
ahmr-919	158	22	which	which	PRON
ahmr-919	158	23	show	show	VERB
ahmr-919	158	24	a	a	DET
ahmr-919	158	25	negative	negative	ADJ
ahmr-919	158	26	correlation	correlation	NOUN
ahmr-919	158	27	between	between	ADP
ahmr-919	158	28	household	household	NOUN
ahmr-919	158	29	size	size	NOUN
ahmr-919	158	30	and	and	CCONJ
ahmr-919	158	31	consumption	consumption	NOUN
ahmr-919	158	32	per	per	ADP
ahmr-919	158	33	person	person	NOUN
ahmr-919	158	34	in	in	ADP
ahmr-919	158	35	developing	develop	VERB
ahmr-919	158	36	countries	country	NOUN
ahmr-919	158	37	.	.	PUNCT
ahmr-919	159	1	there	there	PRON
ahmr-919	159	2	were	be	VERB
ahmr-919	159	3	spatial	spatial	ADJ
ahmr-919	159	4	differences	difference	NOUN
ahmr-919	159	5	in	in	ADP
ahmr-919	159	6	terms	term	NOUN
ahmr-919	159	7	of	of	ADP
ahmr-919	159	8	welfare	welfare	NOUN
ahmr-919	159	9	as	as	SCONJ
ahmr-919	159	10	shown	show	VERB
ahmr-919	159	11	by	by	ADP
ahmr-919	159	12	the	the	DET
ahmr-919	159	13	district	district	NOUN
ahmr-919	159	14	variable	variable	NOUN
ahmr-919	159	15	(	(	PUNCT
ahmr-919	159	16	distrt	distrt	PROPN
ahmr-919	159	17	)	)	PUNCT
ahmr-919	159	18	.	.	PUNCT
ahmr-919	160	1	somehow	somehow	ADV
ahmr-919	160	2	at	at	ADP
ahmr-919	160	3	odds	odd	NOUN
ahmr-919	160	4	with	with	ADP
ahmr-919	160	5	literature	literature	NOUN
ahmr-919	160	6	and	and	CCONJ
ahmr-919	160	7	the	the	DET
ahmr-919	160	8	widely	widely	ADV
ahmr-919	160	9	held	hold	VERB
ahmr-919	160	10	view	view	NOUN
ahmr-919	160	11	that	that	SCONJ
ahmr-919	160	12	living	living	NOUN
ahmr-919	160	13	standards	standard	NOUN
ahmr-919	160	14	and	and	CCONJ
ahmr-919	160	15	welfare	welfare	NOUN
ahmr-919	160	16	are	be	AUX
ahmr-919	160	17	highest	high	ADJ
ahmr-919	160	18	in	in	ADP
ahmr-919	160	19	cities	city	NOUN
ahmr-919	160	20	,	,	PUNCT
ahmr-919	160	21	the	the	DET
ahmr-919	160	22	findings	finding	NOUN
ahmr-919	160	23	of	of	ADP
ahmr-919	160	24	the	the	DET
ahmr-919	160	25	current	current	ADJ
ahmr-919	160	26	study	study	NOUN
ahmr-919	160	27	show	show	VERB
ahmr-919	160	28	that	that	SCONJ
ahmr-919	160	29	households	household	NOUN
ahmr-919	160	30	in	in	ADP
ahmr-919	160	31	all	all	DET
ahmr-919	160	32	other	other	ADJ
ahmr-919	160	33	districts	district	NOUN
ahmr-919	160	34	in	in	ADP
ahmr-919	160	35	the	the	DET
ahmr-919	160	36	study	study	NOUN
ahmr-919	160	37	area	area	NOUN
ahmr-919	160	38	have	have	VERB
ahmr-919	160	39	higher	high	ADJ
ahmr-919	160	40	household	household	NOUN
ahmr-919	160	41	welfare	welfare	NOUN
ahmr-919	160	42	than	than	ADP
ahmr-919	160	43	those	those	PRON
ahmr-919	160	44	in	in	ADP
ahmr-919	160	45	the	the	DET
ahmr-919	160	46	tamale	tamale	NOUN
ahmr-919	160	47	metropolis	metropolis	NOUN
ahmr-919	160	48	.	.	PUNCT
ahmr-919	161	1	of	of	ADP
ahmr-919	161	2	much	much	ADJ
ahmr-919	161	3	interest	interest	NOUN
ahmr-919	161	4	to	to	ADP
ahmr-919	161	5	the	the	DET
ahmr-919	161	6	study	study	NOUN
ahmr-919	161	7	is	be	AUX
ahmr-919	161	8	the	the	DET
ahmr-919	161	9	effect	effect	NOUN
ahmr-919	161	10	of	of	ADP
ahmr-919	161	11	migration	migration	NOUN
ahmr-919	161	12	on	on	ADP
ahmr-919	161	13	household	household	NOUN
ahmr-919	161	14	welfare	welfare	NOUN
ahmr-919	161	15	as	as	SCONJ
ahmr-919	161	16	indicated	indicate	VERB
ahmr-919	161	17	by	by	ADP
ahmr-919	161	18	the	the	DET
ahmr-919	161	19	migstathd	migstathd	ADJ
ahmr-919	161	20	variable	variable	NOUN
ahmr-919	161	21	.	.	PUNCT
ahmr-919	162	1	the	the	DET
ahmr-919	162	2	parameter	parameter	NOUN
ahmr-919	162	3	estimate	estimate	NOUN
ahmr-919	162	4	shows	show	VERB
ahmr-919	162	5	increases	increase	NOUN
ahmr-919	162	6	in	in	ADP
ahmr-919	162	7	household	household	NOUN
ahmr-919	162	8	welfare	welfare	NOUN
ahmr-919	162	9	with	with	ADP
ahmr-919	162	10	increasing	increase	VERB
ahmr-919	162	11	migration	migration	NOUN
ahmr-919	162	12	,	,	PUNCT
ahmr-919	162	13	though	though	SCONJ
ahmr-919	162	14	not	not	PART
ahmr-919	162	15	statistically	statistically	ADV
ahmr-919	162	16	significant	significant	ADJ
ahmr-919	162	17	.	.	PUNCT
ahmr-919	163	1	this	this	PRON
ahmr-919	163	2	confirms	confirm	VERB
ahmr-919	163	3	our	our	PRON
ahmr-919	163	4	earlier	early	ADJ
ahmr-919	163	5	findings	finding	NOUN
ahmr-919	163	6	about	about	ADP
ahmr-919	163	7	the	the	DET
ahmr-919	163	8	welfare	welfare	NOUN
ahmr-919	163	9	and	and	CCONJ
ahmr-919	163	10	migration	migration	NOUN
ahmr-919	163	11	linkage	linkage	NOUN
ahmr-919	163	12	using	use	VERB
ahmr-919	163	13	simple	simple	ADJ
ahmr-919	163	14	tabulation	tabulation	NOUN
ahmr-919	163	15	.	.	PUNCT
ahmr-919	164	1	the	the	DET
ahmr-919	164	2	coefficient	coefficient	NOUN
ahmr-919	164	3	of	of	ADP
ahmr-919	164	4	the	the	DET
ahmr-919	164	5	mills	mill	NOUN
ahmr-919	164	6	ratio	ratio	NOUN
ahmr-919	164	7	(	(	PUNCT
ahmr-919	164	8	λ	λ	NOUN
ahmr-919	164	9	)	)	PUNCT
ahmr-919	164	10	is	be	AUX
ahmr-919	164	11	negative	negative	ADJ
ahmr-919	164	12	and	and	CCONJ
ahmr-919	164	13	significant	significant	ADJ
ahmr-919	164	14	which	which	PRON
ahmr-919	164	15	lends	lend	VERB
ahmr-919	164	16	support	support	NOUN
ahmr-919	164	17	to	to	ADP
ahmr-919	164	18	the	the	DET
ahmr-919	164	19	hypothesis	hypothesis	NOUN
ahmr-919	164	20	of	of	ADP
ahmr-919	164	21	selectivity	selectivity	NOUN
ahmr-919	164	22	bias	bias	NOUN
ahmr-919	164	23	and	and	CCONJ
ahmr-919	164	24	,	,	PUNCT
ahmr-919	164	25	therefore	therefore	ADV
ahmr-919	164	26	,	,	PUNCT
ahmr-919	164	27	the	the	DET
ahmr-919	164	28	model	model	NOUN
ahmr-919	164	29	could	could	AUX
ahmr-919	164	30	not	not	PART
ahmr-919	164	31	have	have	AUX
ahmr-919	164	32	been	be	AUX
ahmr-919	164	33	estimated	estimate	VERB
ahmr-919	164	34	using	use	VERB
ahmr-919	164	35	the	the	DET
ahmr-919	164	36	ols	ol	NOUN
ahmr-919	164	37	.	.	PUNCT
ahmr-919	165	1	individual	individual	ADJ
ahmr-919	165	2	educational	educational	ADJ
ahmr-919	165	3	level	level	NOUN
ahmr-919	165	4	and	and	CCONJ
ahmr-919	165	5	access	access	NOUN
ahmr-919	165	6	to	to	ADP
ahmr-919	165	7	community	community	NOUN
ahmr-919	165	8	facilities	facility	NOUN
ahmr-919	165	9	enhance	enhance	VERB
ahmr-919	165	10	household	household	NOUN
ahmr-919	165	11	welfare	welfare	NOUN
ahmr-919	165	12	.	.	PUNCT
ahmr-919	166	1	9	9	NUM
ahmr-919	166	2	male	male	NOUN
ahmr-919	166	3	-	-	PUNCT
ahmr-919	166	4	headed	head	VERB
ahmr-919	166	5	households	household	NOUN
ahmr-919	166	6	tend	tend	VERB
ahmr-919	166	7	to	to	PART
ahmr-919	166	8	have	have	VERB
ahmr-919	166	9	larger	large	ADJ
ahmr-919	166	10	household	household	NOUN
ahmr-919	166	11	sizes	size	NOUN
ahmr-919	166	12	using	use	VERB
ahmr-919	166	13	cross	cross	NOUN
ahmr-919	166	14	tabulation	tabulation	NOUN
ahmr-919	166	15	with	with	ADP
ahmr-919	166	16	a	a	DET
ahmr-919	166	17	chisquare	chisquare	NOUN
ahmr-919	166	18	value	value	NOUN
ahmr-919	166	19	of	of	ADP
ahmr-919	166	20	152.09	152.09	NUM
ahmr-919	166	21	at	at	ADP
ahmr-919	166	22	p	p	NOUN
ahmr-919	166	23	<	<	X
ahmr-919	166	24	1	1	NUM
ahmr-919	166	25	%	%	NOUN
ahmr-919	166	26	.	.	PUNCT
ahmr-919	167	1	ahmr	ahmr	NOUN
ahmr-919	167	2	,	,	PUNCT
ahmr-919	167	3	vol.3	vol.3	PROPN
ahmr-919	167	4	no1	no1	PROPN
ahmr-919	167	5	,	,	PUNCT
ahmr-919	167	6	january	january	PROPN
ahmr-919	167	7	-	-	PUNCT
ahmr-919	167	8	april	april	PROPN
ahmr-919	167	9	2017	2017	NUM
ahmr-919	167	10	743	743	NUM
ahmr-919	167	11	an	an	DET
ahmr-919	167	12	alternative	alternative	ADJ
ahmr-919	167	13	method	method	NOUN
ahmr-919	167	14	to	to	ADP
ahmr-919	167	15	the	the	DET
ahmr-919	167	16	instrumental	instrumental	ADJ
ahmr-919	167	17	variable	variable	ADJ
ahmr-919	167	18	approach	approach	NOUN
ahmr-919	167	19	in	in	ADP
ahmr-919	167	20	dealing	deal	VERB
ahmr-919	167	21	with	with	ADP
ahmr-919	167	22	the	the	DET
ahmr-919	167	23	selectivity	selectivity	NOUN
ahmr-919	167	24	bias	bias	NOUN
ahmr-919	167	25	is	be	AUX
ahmr-919	167	26	propensity	propensity	NOUN
ahmr-919	167	27	score	score	NOUN
ahmr-919	167	28	matching	matching	NOUN
ahmr-919	167	29	.	.	PUNCT
ahmr-919	168	1	the	the	DET
ahmr-919	168	2	authors	author	NOUN
ahmr-919	168	3	used	use	VERB
ahmr-919	168	4	this	this	DET
ahmr-919	168	5	method	method	NOUN
ahmr-919	168	6	to	to	PART
ahmr-919	168	7	also	also	ADV
ahmr-919	168	8	ascertain	ascertain	VERB
ahmr-919	168	9	if	if	SCONJ
ahmr-919	168	10	there	there	PRON
ahmr-919	168	11	is	be	VERB
ahmr-919	168	12	a	a	DET
ahmr-919	168	13	welfare	welfare	NOUN
ahmr-919	168	14	difference	difference	NOUN
ahmr-919	168	15	between	between	ADP
ahmr-919	168	16	migrant	migrant	ADJ
ahmr-919	168	17	and	and	CCONJ
ahmr-919	168	18	nonmigrant	nonmigrant	ADJ
ahmr-919	168	19	households	household	NOUN
ahmr-919	168	20	.	.	PUNCT
ahmr-919	169	1	the	the	DET
ahmr-919	169	2	results	result	NOUN
ahmr-919	169	3	from	from	ADP
ahmr-919	169	4	the	the	DET
ahmr-919	169	5	average	average	ADJ
ahmr-919	169	6	treatment	treatment	NOUN
ahmr-919	169	7	effects	effect	NOUN
ahmr-919	169	8	,	,	PUNCT
ahmr-919	169	9	indicators	indicator	NOUN
ahmr-919	169	10	of	of	ADP
ahmr-919	169	11	the	the	DET
ahmr-919	169	12	quality	quality	NOUN
ahmr-919	169	13	of	of	ADP
ahmr-919	169	14	propensity	propensity	NOUN
ahmr-919	169	15	score	score	NOUN
ahmr-919	169	16	matching	matching	NOUN
ahmr-919	169	17	,	,	PUNCT
ahmr-919	169	18	estimation	estimation	NOUN
ahmr-919	169	19	of	of	ADP
ahmr-919	169	20	propensity	propensity	NOUN
ahmr-919	169	21	scores	score	NOUN
ahmr-919	169	22	using	use	VERB
ahmr-919	169	23	the	the	DET
ahmr-919	169	24	logit	logit	PROPN
ahmr-919	169	25	model	model	NOUN
ahmr-919	169	26	,	,	PUNCT
ahmr-919	169	27	covariate	covariate	ADJ
ahmr-919	169	28	balance	balance	NOUN
ahmr-919	169	29	as	as	ADV
ahmr-919	169	30	well	well	ADV
ahmr-919	169	31	as	as	ADP
ahmr-919	169	32	robustness	robustness	NOUN
ahmr-919	169	33	checking	checking	NOUN
ahmr-919	169	34	or	or	CCONJ
ahmr-919	169	35	sensitivity	sensitivity	NOUN
ahmr-919	169	36	analysis	analysis	NOUN
ahmr-919	169	37	are	be	AUX
ahmr-919	169	38	presented	present	VERB
ahmr-919	169	39	below	below	ADP
ahmr-919	169	40	in	in	ADP
ahmr-919	169	41	tables	table	NOUN
ahmr-919	169	42	2	2	NUM
ahmr-919	169	43	,	,	PUNCT
ahmr-919	169	44	3	3	NUM
ahmr-919	169	45	and	and	CCONJ
ahmr-919	169	46	4	4	NUM
ahmr-919	169	47	,	,	PUNCT
ahmr-919	169	48	respectively	respectively	ADV
ahmr-919	169	49	.	.	PUNCT
ahmr-919	170	1	the	the	DET
ahmr-919	170	2	summary	summary	NOUN
ahmr-919	170	3	statistics	statistic	NOUN
ahmr-919	170	4	in	in	ADP
ahmr-919	170	5	table	table	NOUN
ahmr-919	170	6	2	2	NUM
ahmr-919	170	7	clearly	clearly	ADV
ahmr-919	170	8	show	show	VERB
ahmr-919	170	9	a	a	DET
ahmr-919	170	10	difference	difference	NOUN
ahmr-919	170	11	in	in	ADP
ahmr-919	170	12	mean	mean	ADJ
ahmr-919	170	13	welfare	welfare	NOUN
ahmr-919	170	14	between	between	ADP
ahmr-919	170	15	migrant	migrant	NOUN
ahmr-919	170	16	and	and	CCONJ
ahmr-919	170	17	non	non	ADJ
ahmr-919	170	18	-	-	ADJ
ahmr-919	170	19	migrant	migrant	ADJ
ahmr-919	170	20	households	household	NOUN
ahmr-919	170	21	.	.	PUNCT
ahmr-919	171	1	that	that	PRON
ahmr-919	171	2	is	be	AUX
ahmr-919	171	3	,	,	PUNCT
ahmr-919	171	4	migrant	migrant	ADJ
ahmr-919	171	5	households	household	NOUN
ahmr-919	171	6	increase	increase	VERB
ahmr-919	171	7	their	their	PRON
ahmr-919	171	8	consumption	consumption	NOUN
ahmr-919	171	9	expenditure	expenditure	NOUN
ahmr-919	171	10	by	by	ADP
ahmr-919	171	11	gh¢	gh¢	PROPN
ahmr-919	171	12	22.47	22.47	NUM
ahmr-919	171	13	over	over	ADP
ahmr-919	171	14	non	non	ADJ
ahmr-919	171	15	-	-	ADJ
ahmr-919	171	16	migrant	migrant	ADJ
ahmr-919	171	17	households	household	NOUN
ahmr-919	171	18	.	.	PUNCT
ahmr-919	172	1	this	this	DET
ahmr-919	172	2	mean	mean	ADJ
ahmr-919	172	3	difference	difference	NOUN
ahmr-919	172	4	in	in	ADP
ahmr-919	172	5	welfare	welfare	NOUN
ahmr-919	172	6	may	may	AUX
ahmr-919	172	7	not	not	PART
ahmr-919	172	8	just	just	ADV
ahmr-919	172	9	be	be	AUX
ahmr-919	172	10	the	the	DET
ahmr-919	172	11	result	result	NOUN
ahmr-919	172	12	of	of	ADP
ahmr-919	172	13	the	the	DET
ahmr-919	172	14	treatment	treatment	NOUN
ahmr-919	172	15	(	(	PUNCT
ahmr-919	172	16	migration	migration	NOUN
ahmr-919	172	17	)	)	PUNCT
ahmr-919	172	18	but	but	CCONJ
ahmr-919	172	19	could	could	AUX
ahmr-919	172	20	also	also	ADV
ahmr-919	172	21	be	be	AUX
ahmr-919	172	22	due	due	ADJ
ahmr-919	172	23	to	to	ADP
ahmr-919	172	24	differences	difference	NOUN
ahmr-919	172	25	in	in	ADP
ahmr-919	172	26	individual	individual	ADJ
ahmr-919	172	27	characteristics	characteristic	NOUN
ahmr-919	172	28	.	.	PUNCT
ahmr-919	173	1	table	table	NOUN
ahmr-919	173	2	2	2	NUM
ahmr-919	173	3	:	:	PUNCT
ahmr-919	173	4	summary	summary	NOUN
ahmr-919	173	5	statistics	statistic	NOUN
ahmr-919	173	6	of	of	ADP
ahmr-919	173	7	mean	mean	ADJ
ahmr-919	173	8	welfare	welfare	NOUN
ahmr-919	173	9	difference	difference	NOUN
ahmr-919	173	10	before	before	ADP
ahmr-919	173	11	matching	matching	NOUN
ahmr-919	173	12	group	group	NOUN
ahmr-919	173	13	observation	observation	NOUN
ahmr-919	173	14	mean	mean	NOUN
ahmr-919	174	1	std.err	std.err	DET
ahmr-919	174	2	non	non	ADJ
ahmr-919	174	3	-	-	ADJ
ahmr-919	174	4	migrant	migrant	ADJ
ahmr-919	174	5	1583	1583	NUM
ahmr-919	174	6	346.46	346.46	NUM
ahmr-919	174	7	17.72	17.72	NUM
ahmr-919	174	8	migrant	migrant	NOUN
ahmr-919	174	9	209	209	NUM
ahmr-919	174	10	323.99	323.99	NUM
ahmr-919	174	11	36.36	36.36	NUM
ahmr-919	174	12	combined	combine	VERB
ahmr-919	174	13	1792	1792	NUM
ahmr-919	174	14	343.84	343.84	NUM
ahmr-919	174	15	16.22	16.22	NUM
ahmr-919	174	16	diff	diff	NOUN
ahmr-919	174	17	22.47	22.47	NUM
ahmr-919	174	18	50.54	50.54	NUM
ahmr-919	174	19	t	t	NOUN
ahmr-919	174	20	=	=	SYM
ahmr-919	174	21	0.4445	0.4445	NUM
ahmr-919	174	22	diff	diff	NOUN
ahmr-919	174	23	=	=	SYM
ahmr-919	174	24	mean	mean	NOUN
ahmr-919	174	25	(	(	PUNCT
ahmr-919	174	26	migrant	migrant	NOUN
ahmr-919	174	27	)	)	PUNCT
ahmr-919	174	28	mean	mean	NOUN
ahmr-919	174	29	(	(	PUNCT
ahmr-919	174	30	non	non	ADJ
ahmr-919	174	31	-	-	ADJ
ahmr-919	174	32	migrant	migrant	ADJ
ahmr-919	174	33	)	)	PUNCT
ahmr-919	174	34	source	source	NOUN
ahmr-919	174	35	:	:	PUNCT
ahmr-919	174	36	authors	author	NOUN
ahmr-919	174	37	'	'	PART
ahmr-919	174	38	estimate	estimate	NOUN
ahmr-919	174	39	from	from	ADP
ahmr-919	174	40	mop	mop	PROPN
ahmr-919	174	41	dataset	dataset	NOUN
ahmr-919	174	42	.	.	PUNCT
ahmr-919	175	1	to	to	PART
ahmr-919	175	2	ascertain	ascertain	VERB
ahmr-919	175	3	if	if	SCONJ
ahmr-919	175	4	individual	individual	ADJ
ahmr-919	175	5	characteristics	characteristic	NOUN
ahmr-919	175	6	explain	explain	VERB
ahmr-919	175	7	the	the	DET
ahmr-919	175	8	welfare	welfare	NOUN
ahmr-919	175	9	difference	difference	NOUN
ahmr-919	175	10	,	,	PUNCT
ahmr-919	175	11	the	the	DET
ahmr-919	175	12	propensity	propensity	NOUN
ahmr-919	175	13	scores	score	NOUN
ahmr-919	175	14	using	use	VERB
ahmr-919	175	15	the	the	DET
ahmr-919	175	16	logit	logit	NOUN
ahmr-919	175	17	model	model	NOUN
ahmr-919	175	18	were	be	AUX
ahmr-919	175	19	estimated	estimate	VERB
ahmr-919	175	20	.	.	PUNCT
ahmr-919	176	1	results	result	NOUN
ahmr-919	176	2	from	from	ADP
ahmr-919	176	3	the	the	DET
ahmr-919	176	4	scores	score	NOUN
ahmr-919	176	5	indicate	indicate	VERB
ahmr-919	176	6	that	that	SCONJ
ahmr-919	176	7	most	most	ADJ
ahmr-919	176	8	of	of	ADP
ahmr-919	176	9	the	the	DET
ahmr-919	176	10	variables	variable	NOUN
ahmr-919	176	11	used	use	VERB
ahmr-919	176	12	were	be	AUX
ahmr-919	176	13	rightly	rightly	ADV
ahmr-919	176	14	signed	sign	VERB
ahmr-919	176	15	and	and	CCONJ
ahmr-919	176	16	significantly	significantly	ADV
ahmr-919	176	17	influence	influence	VERB
ahmr-919	176	18	the	the	DET
ahmr-919	176	19	probability	probability	NOUN
ahmr-919	176	20	to	to	PART
ahmr-919	176	21	migrate	migrate	VERB
ahmr-919	176	22	.	.	PUNCT
ahmr-919	177	1	sex	sex	NOUN
ahmr-919	177	2	of	of	ADP
ahmr-919	177	3	individual	individual	NOUN
ahmr-919	177	4	significantly	significantly	ADV
ahmr-919	177	5	and	and	CCONJ
ahmr-919	177	6	negatively	negatively	ADV
ahmr-919	177	7	associated	associate	VERB
ahmr-919	177	8	with	with	ADP
ahmr-919	177	9	the	the	DET
ahmr-919	177	10	probability	probability	NOUN
ahmr-919	177	11	to	to	PART
ahmr-919	177	12	migrate	migrate	VERB
ahmr-919	177	13	(	(	PUNCT
ahmr-919	177	14	see	see	VERB
ahmr-919	177	15	table	table	NOUN
ahmr-919	177	16	3	3	NUM
ahmr-919	177	17	)	)	PUNCT
ahmr-919	177	18	,	,	PUNCT
ahmr-919	177	19	suggesting	suggest	VERB
ahmr-919	177	20	that	that	SCONJ
ahmr-919	177	21	males	male	NOUN
ahmr-919	177	22	are	be	AUX
ahmr-919	177	23	less	less	ADV
ahmr-919	177	24	likely	likely	ADJ
ahmr-919	177	25	to	to	PART
ahmr-919	177	26	migrate	migrate	VERB
ahmr-919	177	27	than	than	ADP
ahmr-919	177	28	females	female	NOUN
ahmr-919	177	29	.	.	PUNCT
ahmr-919	178	1	this	this	DET
ahmr-919	178	2	finding	finding	NOUN
ahmr-919	178	3	is	be	AUX
ahmr-919	178	4	at	at	ADP
ahmr-919	178	5	variance	variance	NOUN
ahmr-919	178	6	with	with	ADP
ahmr-919	178	7	the	the	DET
ahmr-919	178	8	widely	widely	ADV
ahmr-919	178	9	held	hold	VERB
ahmr-919	178	10	notion	notion	NOUN
ahmr-919	178	11	in	in	ADP
ahmr-919	178	12	the	the	DET
ahmr-919	178	13	literature	literature	NOUN
ahmr-919	178	14	that	that	PRON
ahmr-919	178	15	males	male	NOUN
ahmr-919	178	16	are	be	AUX
ahmr-919	178	17	more	more	ADV
ahmr-919	178	18	likely	likely	ADJ
ahmr-919	178	19	to	to	PART
ahmr-919	178	20	migrate	migrate	VERB
ahmr-919	178	21	than	than	ADP
ahmr-919	178	22	females	female	NOUN
ahmr-919	178	23	(	(	PUNCT
ahmr-919	178	24	see	see	VERB
ahmr-919	178	25	richter	richter	PROPN
ahmr-919	178	26	&	&	CCONJ
ahmr-919	178	27	taylor	taylor	PROPN
ahmr-919	178	28	,	,	PUNCT
ahmr-919	178	29	2006	2006	NUM
ahmr-919	178	30	)	)	PUNCT
ahmr-919	178	31	.	.	PUNCT
ahmr-919	179	1	marital	marital	ADJ
ahmr-919	179	2	status	status	NOUN
ahmr-919	179	3	,	,	PUNCT
ahmr-919	179	4	household	household	NOUN
ahmr-919	179	5	size	size	NOUN
ahmr-919	179	6	and	and	CCONJ
ahmr-919	179	7	having	have	VERB
ahmr-919	179	8	access	access	NOUN
ahmr-919	179	9	to	to	ADP
ahmr-919	179	10	community	community	NOUN
ahmr-919	179	11	facilities	facility	NOUN
ahmr-919	179	12	negatively	negatively	ADV
ahmr-919	179	13	and	and	CCONJ
ahmr-919	179	14	significantly	significantly	ADV
ahmr-919	179	15	correlate	correlate	VERB
ahmr-919	179	16	with	with	ADP
ahmr-919	179	17	the	the	DET
ahmr-919	179	18	probability	probability	NOUN
ahmr-919	179	19	to	to	PART
ahmr-919	179	20	migrate	migrate	VERB
ahmr-919	179	21	.	.	PUNCT
ahmr-919	180	1	the	the	DET
ahmr-919	180	2	negative	negative	ADJ
ahmr-919	180	3	effect	effect	NOUN
ahmr-919	180	4	of	of	ADP
ahmr-919	180	5	access	access	NOUN
ahmr-919	180	6	to	to	ADP
ahmr-919	180	7	community	community	NOUN
ahmr-919	180	8	facilities	facility	NOUN
ahmr-919	180	9	on	on	ADP
ahmr-919	180	10	the	the	DET
ahmr-919	180	11	probability	probability	NOUN
ahmr-919	180	12	to	to	PART
ahmr-919	180	13	migrate	migrate	VERB
ahmr-919	180	14	suggests	suggest	VERB
ahmr-919	180	15	that	that	SCONJ
ahmr-919	180	16	having	have	VERB
ahmr-919	180	17	access	access	NOUN
ahmr-919	180	18	to	to	ADP
ahmr-919	180	19	electricity	electricity	NOUN
ahmr-919	180	20	and	and	CCONJ
ahmr-919	180	21	pipe	pipe	NOUN
ahmr-919	180	22	-	-	PUNCT
ahmr-919	180	23	borne	bear	VERB
ahmr-919	180	24	water	water	NOUN
ahmr-919	180	25	,	,	PUNCT
ahmr-919	180	26	among	among	ADP
ahmr-919	180	27	others	other	NOUN
ahmr-919	180	28	,	,	PUNCT
ahmr-919	180	29	reduces	reduce	VERB
ahmr-919	180	30	the	the	DET
ahmr-919	180	31	ahmr	ahmr	NOUN
ahmr-919	180	32	,	,	PUNCT
ahmr-919	180	33	vol.3	vol.3	PROPN
ahmr-919	180	34	no1	no1	PROPN
ahmr-919	180	35	,	,	PUNCT
ahmr-919	180	36	january	january	PROPN
ahmr-919	180	37	-	-	PUNCT
ahmr-919	180	38	april	april	PROPN
ahmr-919	180	39	2017	2017	NUM
ahmr-919	180	40	744	744	NUM
ahmr-919	180	41	likelihood	likelihood	NOUN
ahmr-919	180	42	of	of	ADP
ahmr-919	180	43	a	a	DET
ahmr-919	180	44	household	household	NOUN
ahmr-919	180	45	sending	send	VERB
ahmr-919	180	46	out	out	ADP
ahmr-919	180	47	a	a	DET
ahmr-919	180	48	migrant	migrant	NOUN
ahmr-919	180	49	(	(	PUNCT
ahmr-919	180	50	see	see	VERB
ahmr-919	180	51	ackah	ackah	PROPN
ahmr-919	180	52	&	&	CCONJ
ahmr-919	180	53	medvedev	medvedev	PROPN
ahmr-919	180	54	,	,	PUNCT
ahmr-919	180	55	2010	2010	NUM
ahmr-919	180	56	)	)	PUNCT
ahmr-919	180	57	.	.	PUNCT
ahmr-919	181	1	table	table	NOUN
ahmr-919	181	2	3	3	NUM
ahmr-919	181	3	:	:	PUNCT
ahmr-919	181	4	psm	psm	VERB
ahmr-919	181	5	logistic	logistic	ADJ
ahmr-919	181	6	regression	regression	NOUN
ahmr-919	181	7	result	result	NOUN
ahmr-919	181	8	migstathds	migstathds	PROPN
ahmr-919	181	9	variables	variables	PROPN
ahmr-919	181	10	coeff	coeff	PROPN
ahmr-919	181	11	z	z	PROPN
ahmr-919	181	12	-	-	PUNCT
ahmr-919	181	13	stat	stat	PROPN
ahmr-919	181	14	sexindiv	sexindiv	X
ahmr-919	181	15	-0.612	-0.612	PROPN
ahmr-919	181	16	*	*	VERB
ahmr-919	181	17	*	*	PUNCT
ahmr-919	181	18	*	*	PUNCT
ahmr-919	181	19	-2.68	-2.68	NUM
ahmr-919	181	20	ageindiv	ageindiv	VERB
ahmr-919	181	21	0.314	0.314	NUM
ahmr-919	181	22	*	*	PUNCT
ahmr-919	182	1	*	*	PUNCT
ahmr-919	182	2	*	*	PUNCT
ahmr-919	182	3	4.97	4.97	NUM
ahmr-919	182	4	agesqur	agesqur	NOUN
ahmr-919	182	5	-0.005	-0.005	NOUN
ahmr-919	182	6	*	*	PUNCT
ahmr-919	182	7	*	*	PUNCT
ahmr-919	182	8	*	*	PUNCT
ahmr-919	182	9	-4.99	-4.99	NUM
ahmr-919	182	10	ethnicindiv	ethnicindiv	NOUN
ahmr-919	182	11	0.030	0.030	NUM
ahmr-919	182	12	0.94	0.94	NUM
ahmr-919	182	13	maritindiv	maritindiv	PROPN
ahmr-919	182	14	-0.439	-0.439	PROPN
ahmr-919	182	15	*	*	SYM
ahmr-919	182	16	-1.7	-1.7	PROPN
ahmr-919	182	17	ocupatn	ocupatn	INTJ
ahmr-919	183	1	0.191	0.191	NUM
ahmr-919	183	2	*	*	PUNCT
ahmr-919	183	3	*	*	PUNCT
ahmr-919	183	4	*	*	PROPN
ahmr-919	183	5	2.88	2.88	NUM
ahmr-919	183	6	sexheadhh	sexheadhh	NOUN
ahmr-919	183	7	0.626	0.626	NUM
ahmr-919	183	8	1.59	1.59	NUM
ahmr-919	183	9	ageheadhh	ageheadhh	NOUN
ahmr-919	183	10	0.011	0.011	NUM
ahmr-919	183	11	1.19	1.19	NUM
ahmr-919	183	12	educquhead	educquhead	NOUN
ahmr-919	183	13	0.011	0.011	NUM
ahmr-919	183	14	0.36	0.36	NUM
ahmr-919	183	15	hsehdsize	hsehdsize	NOUN
ahmr-919	183	16	-0.075	-0.075	PUNCT
ahmr-919	183	17	*	*	PUNCT
ahmr-919	183	18	*	*	NOUN
ahmr-919	183	19	-2.24	-2.24	NUM
ahmr-919	183	20	hseownship	hseownship	NOUN
ahmr-919	183	21	-0.029	-0.029	X
ahmr-919	183	22	-0.07	-0.07	X
ahmr-919	183	23	childdeprat	childdeprat	PROPN
ahmr-919	183	24	0.190	0.190	NUM
ahmr-919	183	25	0.59	0.59	NUM
ahmr-919	183	26	maturindex	maturindex	NOUN
ahmr-919	183	27	0.113	0.113	NUM
ahmr-919	183	28	0.09	0.09	NUM
ahmr-919	183	29	comtyfacil	comtyfacil	NOUN
ahmr-919	183	30	-0.251	-0.251	PUNCT
ahmr-919	183	31	*	*	PUNCT
ahmr-919	183	32	*	*	PUNCT
ahmr-919	183	33	-1.89	-1.89	NUM
ahmr-919	183	34	distrt	distrt	PROPN
ahmr-919	183	35	0.022	0.022	NUM
ahmr-919	183	36	0.49	0.49	NUM
ahmr-919	183	37	_	_	PUNCT
ahmr-919	183	38	cons	con	NOUN
ahmr-919	183	39	-5.662	-5.662	PUNCT
ahmr-919	183	40	*	*	PUNCT
ahmr-919	183	41	*	*	PUNCT
ahmr-919	183	42	*	*	NOUN
ahmr-919	183	43	-3.93	-3.93	NUM
ahmr-919	183	44	number	number	NOUN
ahmr-919	183	45	of	of	ADP
ahmr-919	183	46	obs	obs	PROPN
ahmr-919	183	47	784	784	NUM
ahmr-919	183	48	lr	lr	PROPN
ahmr-919	183	49	chi2(15	chi2(15	PROPN
ahmr-919	183	50	)	)	PUNCT
ahmr-919	183	51	88.36	88.36	NUM
ahmr-919	183	52	prob	prob	NOUN
ahmr-919	183	53	>	>	X
ahmr-919	183	54	chi2	chi2	PROPN
ahmr-919	183	55	0.00	0.00	NUM
ahmr-919	183	56	pseudo	pseudo	NOUN
ahmr-919	183	57	r2	r2	NOUN
ahmr-919	183	58	0.13	0.13	NUM
ahmr-919	183	59	log	log	NOUN
ahmr-919	183	60	likelihood	likelihood	NOUN
ahmr-919	183	61	-284.43	-284.43	PROPN
ahmr-919	183	62	ahmr	ahmr	NOUN
ahmr-919	183	63	,	,	PUNCT
ahmr-919	183	64	vol.3	vol.3	PROPN
ahmr-919	183	65	no1	no1	PROPN
ahmr-919	183	66	,	,	PUNCT
ahmr-919	183	67	january	january	PROPN
ahmr-919	183	68	-	-	PUNCT
ahmr-919	183	69	april	april	PROPN
ahmr-919	183	70	2017	2017	NUM
ahmr-919	183	71	745	745	NUM
ahmr-919	183	72	source	source	NOUN
ahmr-919	183	73	:	:	PUNCT
ahmr-919	183	74	authors	author	NOUN
ahmr-919	183	75	’	'	PUNCT
ahmr-919	183	76	estimate	estimate	NOUN
ahmr-919	183	77	from	from	ADP
ahmr-919	183	78	mop	mop	PROPN
ahmr-919	183	79	dataset	dataset	NOUN
ahmr-919	183	80	.	.	PUNCT
ahmr-919	184	1	examining	examine	VERB
ahmr-919	184	2	the	the	DET
ahmr-919	184	3	welfare	welfare	NOUN
ahmr-919	184	4	difference	difference	NOUN
ahmr-919	184	5	between	between	ADP
ahmr-919	184	6	migrant	migrant	NOUN
ahmr-919	184	7	and	and	CCONJ
ahmr-919	184	8	non	non	ADJ
ahmr-919	184	9	-	-	ADJ
ahmr-919	184	10	migrant	migrant	ADJ
ahmr-919	184	11	households	household	NOUN
ahmr-919	184	12	,	,	PUNCT
ahmr-919	184	13	the	the	DET
ahmr-919	184	14	average	average	ADJ
ahmr-919	184	15	treatment	treatment	NOUN
ahmr-919	184	16	effect	effect	NOUN
ahmr-919	184	17	was	be	AUX
ahmr-919	184	18	estimated	estimate	VERB
ahmr-919	184	19	,	,	PUNCT
ahmr-919	184	20	as	as	SCONJ
ahmr-919	184	21	shown	show	VERB
ahmr-919	184	22	in	in	ADP
ahmr-919	184	23	table	table	NOUN
ahmr-919	184	24	4	4	NUM
ahmr-919	184	25	.	.	PUNCT
ahmr-919	185	1	the	the	DET
ahmr-919	185	2	result	result	NOUN
ahmr-919	185	3	indicates	indicate	VERB
ahmr-919	185	4	a	a	DET
ahmr-919	185	5	welfare	welfare	NOUN
ahmr-919	185	6	difference	difference	NOUN
ahmr-919	185	7	between	between	ADP
ahmr-919	185	8	households	household	NOUN
ahmr-919	185	9	with	with	ADP
ahmr-919	185	10	and	and	CCONJ
ahmr-919	185	11	without	without	ADP
ahmr-919	185	12	migrants	migrant	NOUN
ahmr-919	185	13	.	.	PUNCT
ahmr-919	186	1	focusing	focus	VERB
ahmr-919	186	2	on	on	ADP
ahmr-919	186	3	the	the	DET
ahmr-919	186	4	att	att	PROPN
ahmr-919	186	5	,	,	PUNCT
ahmr-919	186	6	which	which	PRON
ahmr-919	186	7	is	be	AUX
ahmr-919	186	8	the	the	DET
ahmr-919	186	9	average	average	ADJ
ahmr-919	186	10	treatment	treatment	NOUN
ahmr-919	186	11	effect	effect	NOUN
ahmr-919	186	12	on	on	ADP
ahmr-919	186	13	the	the	DET
ahmr-919	186	14	treated	treat	VERB
ahmr-919	186	15	,	,	PUNCT
ahmr-919	186	16	it	it	PRON
ahmr-919	186	17	is	be	AUX
ahmr-919	186	18	noted	note	VERB
ahmr-919	186	19	that	that	SCONJ
ahmr-919	186	20	migrant	migrant	ADJ
ahmr-919	186	21	households	household	NOUN
ahmr-919	186	22	increase	increase	VERB
ahmr-919	186	23	their	their	PRON
ahmr-919	186	24	consumption	consumption	NOUN
ahmr-919	186	25	expenditure	expenditure	NOUN
ahmr-919	186	26	(	(	PUNCT
ahmr-919	186	27	welfare	welfare	NOUN
ahmr-919	186	28	)	)	PUNCT
ahmr-919	186	29	by	by	ADP
ahmr-919	186	30	gh¢	gh¢	PROPN
ahmr-919	186	31	14.17	14.17	NUM
ahmr-919	186	32	higher	high	ADJ
ahmr-919	186	33	than	than	ADP
ahmr-919	186	34	the	the	DET
ahmr-919	186	35	non	non	ADJ
ahmr-919	186	36	-	-	ADJ
ahmr-919	186	37	migrant	migrant	ADJ
ahmr-919	186	38	households	household	NOUN
ahmr-919	186	39	with	with	ADP
ahmr-919	186	40	the	the	DET
ahmr-919	186	41	difference	difference	NOUN
ahmr-919	186	42	not	not	PART
ahmr-919	186	43	statistically	statistically	ADV
ahmr-919	186	44	significant	significant	ADJ
ahmr-919	186	45	.	.	PUNCT
ahmr-919	187	1	this	this	DET
ahmr-919	187	2	result	result	NOUN
ahmr-919	187	3	is	be	AUX
ahmr-919	187	4	at	at	ADP
ahmr-919	187	5	odds	odd	NOUN
ahmr-919	187	6	with	with	ADP
ahmr-919	187	7	our	our	PRON
ahmr-919	187	8	earlier	early	ADJ
ahmr-919	187	9	result	result	NOUN
ahmr-919	187	10	on	on	ADP
ahmr-919	187	11	welfare	welfare	NOUN
ahmr-919	187	12	using	use	VERB
ahmr-919	187	13	the	the	DET
ahmr-919	187	14	number	number	NOUN
ahmr-919	187	15	of	of	ADP
ahmr-919	187	16	children	child	NOUN
ahmr-919	187	17	enrolled	enrol	VERB
ahmr-919	187	18	in	in	ADP
ahmr-919	187	19	school	school	NOUN
ahmr-919	187	20	,	,	PUNCT
ahmr-919	187	21	but	but	CCONJ
ahmr-919	187	22	is	be	AUX
ahmr-919	187	23	consistent	consistent	ADJ
ahmr-919	187	24	with	with	ADP
ahmr-919	187	25	the	the	DET
ahmr-919	187	26	finding	finding	NOUN
ahmr-919	187	27	of	of	ADP
ahmr-919	187	28	awumbila	awumbila	PROPN
ahmr-919	187	29	et	et	PROPN
ahmr-919	187	30	al	al	PROPN
ahmr-919	187	31	.	.	PROPN
ahmr-919	188	1	(	(	PUNCT
ahmr-919	188	2	2015	2015	NUM
ahmr-919	188	3	)	)	PUNCT
ahmr-919	188	4	.	.	PUNCT
ahmr-919	189	1	table	table	NOUN
ahmr-919	189	2	4	4	NUM
ahmr-919	189	3	:	:	PUNCT
ahmr-919	189	4	welfare	welfare	NOUN
ahmr-919	189	5	difference	difference	NOUN
ahmr-919	189	6	between	between	ADP
ahmr-919	189	7	migrant	migrant	NOUN
ahmr-919	189	8	and	and	CCONJ
ahmr-919	189	9	non	non	ADJ
ahmr-919	189	10	-	-	ADJ
ahmr-919	189	11	migrant	migrant	ADJ
ahmr-919	189	12	hh	hh	NOUN
ahmr-919	189	13	after	after	ADP
ahmr-919	189	14	matching	match	VERB
ahmr-919	189	15	variable	variable	ADJ
ahmr-919	189	16	sample	sample	NOUN
ahmr-919	189	17	treate	treate	NOUN
ahmr-919	189	18	d	d	PROPN
ahmr-919	189	19	control	control	NOUN
ahmr-919	189	20	s	s	PART
ahmr-919	189	21	differenc	differenc	PROPN
ahmr-919	189	22	e	e	PROPN
ahmr-919	189	23	s.e	s.e	PROPN
ahmr-919	189	24	tstat	tstat	PROPN
ahmr-919	189	25	conexppcapi	conexppcapi	NOUN
ahmr-919	189	26	ta	ta	ADP
ahmr-919	189	27	unmatche	unmatche	PROPN
ahmr-919	190	1	d	d	PROPN
ahmr-919	190	2	319.14	319.14	NUM
ahmr-919	190	3	310.63	310.63	NUM
ahmr-919	190	4	8.51	8.51	NUM
ahmr-919	190	5	52.16	52.16	NUM
ahmr-919	190	6	0.16	0.16	NUM
ahmr-919	190	7	att	att	PROPN
ahmr-919	190	8	340.21	340.21	NUM
ahmr-919	190	9	326.04	326.04	NUM
ahmr-919	190	10	14.17	14.17	NUM
ahmr-919	190	11	68.65	68.65	NUM
ahmr-919	190	12	0.21	0.21	NUM
ahmr-919	190	13	atu	atu	NOUN
ahmr-919	190	14	323.16	323.16	NUM
ahmr-919	190	15	444.21	444.21	NUM
ahmr-919	190	16	121.05	121.05	NUM
ahmr-919	190	17	118.8	118.8	NUM
ahmr-919	190	18	5	5	NUM
ahmr-919	190	19	1.02	1.02	NUM
ahmr-919	190	20	ate	eat	VERB
ahmr-919	190	21	105.18	105.18	NUM
ahmr-919	190	22	108.6	108.6	NUM
ahmr-919	190	23	9	9	NUM
ahmr-919	190	24	0.97	0.97	NUM
ahmr-919	190	25	source	source	NOUN
ahmr-919	190	26	:	:	PUNCT
ahmr-919	190	27	authors	author	NOUN
ahmr-919	190	28	’	'	PUNCT
ahmr-919	190	29	estimate	estimate	NOUN
ahmr-919	190	30	from	from	ADP
ahmr-919	190	31	the	the	DET
ahmr-919	190	32	mop	mop	PROPN
ahmr-919	190	33	dataset	dataset	NOUN
ahmr-919	190	34	.	.	PUNCT
ahmr-919	191	1	we	we	PRON
ahmr-919	191	2	further	far	ADV
ahmr-919	191	3	conducted	conduct	VERB
ahmr-919	191	4	a	a	DET
ahmr-919	191	5	balancing	balancing	NOUN
ahmr-919	191	6	test	test	NOUN
ahmr-919	191	7	between	between	ADP
ahmr-919	191	8	the	the	DET
ahmr-919	191	9	covariates	covariate	NOUN
ahmr-919	191	10	to	to	PART
ahmr-919	191	11	ascertain	ascertain	VERB
ahmr-919	191	12	if	if	SCONJ
ahmr-919	191	13	the	the	DET
ahmr-919	191	14	level	level	NOUN
ahmr-919	191	15	of	of	ADP
ahmr-919	191	16	heterogeneity	heterogeneity	NOUN
ahmr-919	191	17	between	between	ADP
ahmr-919	191	18	the	the	DET
ahmr-919	191	19	treated	treat	VERB
ahmr-919	191	20	(	(	PUNCT
ahmr-919	191	21	migrant	migrant	ADJ
ahmr-919	191	22	households	household	NOUN
ahmr-919	191	23	)	)	PUNCT
ahmr-919	191	24	and	and	CCONJ
ahmr-919	191	25	the	the	DET
ahmr-919	191	26	control	control	NOUN
ahmr-919	191	27	(	(	PUNCT
ahmr-919	191	28	non	non	ADJ
ahmr-919	191	29	-	-	ADJ
ahmr-919	191	30	migrant	migrant	ADJ
ahmr-919	191	31	households	household	NOUN
ahmr-919	191	32	)	)	PUNCT
ahmr-919	191	33	is	be	AUX
ahmr-919	191	34	eliminated	eliminate	VERB
ahmr-919	191	35	after	after	ADP
ahmr-919	191	36	matching	match	VERB
ahmr-919	191	37	.	.	PUNCT
ahmr-919	192	1	both	both	CCONJ
ahmr-919	192	2	the	the	DET
ahmr-919	192	3	standard	standard	ADJ
ahmr-919	192	4	bias	bias	NOUN
ahmr-919	192	5	before	before	ADP
ahmr-919	192	6	and	and	CCONJ
ahmr-919	192	7	after	after	ADP
ahmr-919	192	8	matching	matching	NOUN
ahmr-919	192	9	indicates	indicate	VERB
ahmr-919	192	10	that	that	SCONJ
ahmr-919	192	11	the	the	DET
ahmr-919	192	12	psm	psm	NOUN
ahmr-919	192	13	using	use	VERB
ahmr-919	192	14	the	the	DET
ahmr-919	192	15	nearest	near	ADJ
ahmr-919	192	16	neighbour	neighbour	ADJ
ahmr-919	192	17	algorithm	algorithm	NOUN
ahmr-919	192	18	eliminates	eliminate	VERB
ahmr-919	192	19	most	most	ADJ
ahmr-919	192	20	of	of	ADP
ahmr-919	192	21	the	the	DET
ahmr-919	192	22	bias	bias	NOUN
ahmr-919	192	23	between	between	ADP
ahmr-919	192	24	the	the	DET
ahmr-919	192	25	treated	treat	VERB
ahmr-919	192	26	and	and	CCONJ
ahmr-919	192	27	the	the	DET
ahmr-919	192	28	control	control	NOUN
ahmr-919	192	29	groups	group	NOUN
ahmr-919	192	30	.	.	PUNCT
ahmr-919	193	1	indeed	indeed	ADV
ahmr-919	193	2	,	,	PUNCT
ahmr-919	193	3	we	we	PRON
ahmr-919	193	4	do	do	AUX
ahmr-919	193	5	not	not	PART
ahmr-919	193	6	observe	observe	VERB
ahmr-919	193	7	any	any	DET
ahmr-919	193	8	significant	significant	ADJ
ahmr-919	193	9	difference	difference	NOUN
ahmr-919	193	10	in	in	ADP
ahmr-919	193	11	means	mean	NOUN
ahmr-919	193	12	of	of	ADP
ahmr-919	193	13	all	all	DET
ahmr-919	193	14	the	the	DET
ahmr-919	193	15	covariates	covariate	NOUN
ahmr-919	193	16	included	include	VERB
ahmr-919	193	17	in	in	ADP
ahmr-919	193	18	the	the	DET
ahmr-919	193	19	model	model	NOUN
ahmr-919	193	20	after	after	ADP
ahmr-919	193	21	matching	match	VERB
ahmr-919	193	22	.	.	PUNCT
ahmr-919	194	1	the	the	DET
ahmr-919	194	2	proportion	proportion	NOUN
ahmr-919	194	3	of	of	ADP
ahmr-919	194	4	bias	bias	NOUN
ahmr-919	194	5	reduction	reduction	NOUN
ahmr-919	194	6	for	for	ADP
ahmr-919	194	7	most	most	ADJ
ahmr-919	194	8	of	of	ADP
ahmr-919	194	9	these	these	DET
ahmr-919	194	10	variables	variable	NOUN
ahmr-919	194	11	is	be	AUX
ahmr-919	194	12	at	at	ADP
ahmr-919	194	13	least	least	ADJ
ahmr-919	194	14	55	55	NUM
ahmr-919	194	15	percent	percent	NOUN
ahmr-919	194	16	.	.	PUNCT
ahmr-919	195	1	the	the	DET
ahmr-919	195	2	pseudo	pseudo	NOUN
ahmr-919	195	3	r2	r2	NOUN
ahmr-919	195	4	value	value	NOUN
ahmr-919	195	5	after	after	ADP
ahmr-919	195	6	matching	matching	NOUN
ahmr-919	195	7	has	have	AUX
ahmr-919	195	8	also	also	ADV
ahmr-919	195	9	significantly	significantly	ADV
ahmr-919	195	10	reduced	reduce	VERB
ahmr-919	195	11	,	,	PUNCT
ahmr-919	195	12	suggesting	suggest	VERB
ahmr-919	195	13	that	that	SCONJ
ahmr-919	195	14	the	the	DET
ahmr-919	195	15	overall	overall	ADJ
ahmr-919	195	16	results	result	NOUN
ahmr-919	195	17	from	from	ADP
ahmr-919	195	18	the	the	DET
ahmr-919	195	19	matching	matching	NOUN
ahmr-919	195	20	procedure	procedure	NOUN
ahmr-919	195	21	have	have	VERB
ahmr-919	195	22	satisfactorily	satisfactorily	ADV
ahmr-919	195	23	ahmr	ahmr	NOUN
ahmr-919	195	24	,	,	PUNCT
ahmr-919	195	25	vol.3	vol.3	PROPN
ahmr-919	195	26	no1	no1	PROPN
ahmr-919	195	27	,	,	PUNCT
ahmr-919	195	28	january	january	PROPN
ahmr-919	195	29	-	-	PUNCT
ahmr-919	195	30	april	april	PROPN
ahmr-919	195	31	2017	2017	NUM
ahmr-919	195	32	746	746	NUM
ahmr-919	195	33	created	create	VERB
ahmr-919	195	34	a	a	DET
ahmr-919	195	35	balance	balance	NOUN
ahmr-919	195	36	between	between	ADP
ahmr-919	195	37	the	the	DET
ahmr-919	195	38	covariates	covariate	NOUN
ahmr-919	195	39	of	of	ADP
ahmr-919	195	40	the	the	DET
ahmr-919	195	41	treated	treat	VERB
ahmr-919	195	42	and	and	CCONJ
ahmr-919	195	43	the	the	DET
ahmr-919	195	44	control	control	NOUN
ahmr-919	195	45	groups	group	NOUN
ahmr-919	195	46	(	(	PUNCT
ahmr-919	195	47	sianesi	sianesi	NOUN
ahmr-919	195	48	,	,	PUNCT
ahmr-919	195	49	2004	2004	NUM
ahmr-919	195	50	)	)	PUNCT
ahmr-919	195	51	.	.	PUNCT
ahmr-919	196	1	conclusions	conclusion	NOUN
ahmr-919	196	2	and	and	CCONJ
ahmr-919	196	3	recommendations	recommendation	NOUN
ahmr-919	196	4	the	the	DET
ahmr-919	196	5	study	study	NOUN
ahmr-919	196	6	examined	examine	VERB
ahmr-919	196	7	the	the	DET
ahmr-919	196	8	welfare	welfare	NOUN
ahmr-919	196	9	difference	difference	NOUN
ahmr-919	196	10	between	between	ADP
ahmr-919	196	11	migrant	migrant	NOUN
ahmr-919	196	12	and	and	CCONJ
ahmr-919	196	13	non	non	ADJ
ahmr-919	196	14	-	-	ADJ
ahmr-919	196	15	migrant	migrant	ADJ
ahmr-919	196	16	households	household	NOUN
ahmr-919	196	17	.	.	PUNCT
ahmr-919	197	1	a	a	DET
ahmr-919	197	2	comparison	comparison	NOUN
ahmr-919	197	3	of	of	ADP
ahmr-919	197	4	mean	mean	ADJ
ahmr-919	197	5	consumption	consumption	NOUN
ahmr-919	197	6	expenditure	expenditure	NOUN
ahmr-919	197	7	(	(	PUNCT
ahmr-919	197	8	a	a	DET
ahmr-919	197	9	proxy	proxy	NOUN
ahmr-919	197	10	for	for	ADP
ahmr-919	197	11	welfare	welfare	NOUN
ahmr-919	197	12	)	)	PUNCT
ahmr-919	197	13	across	across	ADP
ahmr-919	197	14	source	source	NOUN
ahmr-919	197	15	districts	district	NOUN
ahmr-919	197	16	shows	show	VERB
ahmr-919	197	17	that	that	SCONJ
ahmr-919	197	18	tamale	tamale	NOUN
ahmr-919	197	19	metropolis	metropolis	NOUN
ahmr-919	197	20	and	and	CCONJ
ahmr-919	197	21	sagnarigu	sagnarigu	ADJ
ahmr-919	197	22	district	district	NOUN
ahmr-919	197	23	have	have	VERB
ahmr-919	197	24	higher	high	ADJ
ahmr-919	197	25	welfare	welfare	NOUN
ahmr-919	197	26	values	value	NOUN
ahmr-919	197	27	than	than	ADP
ahmr-919	197	28	the	the	DET
ahmr-919	197	29	other	other	ADJ
ahmr-919	197	30	districts	district	NOUN
ahmr-919	197	31	studied	study	VERB
ahmr-919	197	32	in	in	ADP
ahmr-919	197	33	the	the	DET
ahmr-919	197	34	region	region	NOUN
ahmr-919	197	35	.	.	PUNCT
ahmr-919	198	1	welfare	welfare	NOUN
ahmr-919	198	2	difference	difference	NOUN
ahmr-919	198	3	between	between	ADP
ahmr-919	198	4	migrant	migrant	NOUN
ahmr-919	198	5	and	and	CCONJ
ahmr-919	198	6	non	non	ADJ
ahmr-919	198	7	-	-	ADJ
ahmr-919	198	8	migrant	migrant	ADJ
ahmr-919	198	9	households	household	NOUN
ahmr-919	198	10	was	be	AUX
ahmr-919	198	11	not	not	PART
ahmr-919	198	12	conclusive	conclusive	ADJ
ahmr-919	198	13	.	.	PUNCT
ahmr-919	199	1	while	while	SCONJ
ahmr-919	199	2	there	there	PRON
ahmr-919	199	3	is	be	VERB
ahmr-919	199	4	a	a	DET
ahmr-919	199	5	higher	high	ADJ
ahmr-919	199	6	welfare	welfare	NOUN
ahmr-919	199	7	difference	difference	NOUN
ahmr-919	199	8	between	between	ADP
ahmr-919	199	9	migrant	migrant	NOUN
ahmr-919	199	10	and	and	CCONJ
ahmr-919	199	11	non	non	ADJ
ahmr-919	199	12	-	-	ADJ
ahmr-919	199	13	migrant	migrant	ADJ
ahmr-919	199	14	households	household	NOUN
ahmr-919	199	15	,	,	PUNCT
ahmr-919	199	16	with	with	ADP
ahmr-919	199	17	the	the	DET
ahmr-919	199	18	latter	latter	ADJ
ahmr-919	199	19	enjoying	enjoy	VERB
ahmr-919	199	20	higher	high	ADJ
ahmr-919	199	21	welfare	welfare	NOUN
ahmr-919	199	22	using	use	VERB
ahmr-919	199	23	the	the	DET
ahmr-919	199	24	number	number	NOUN
ahmr-919	199	25	of	of	ADP
ahmr-919	199	26	children	child	NOUN
ahmr-919	199	27	enrolled	enrol	VERB
ahmr-919	199	28	in	in	ADP
ahmr-919	199	29	school	school	NOUN
ahmr-919	199	30	,	,	PUNCT
ahmr-919	199	31	there	there	PRON
ahmr-919	199	32	is	be	VERB
ahmr-919	199	33	equality	equality	NOUN
ahmr-919	199	34	in	in	ADP
ahmr-919	199	35	welfare	welfare	NOUN
ahmr-919	199	36	between	between	ADP
ahmr-919	199	37	the	the	DET
ahmr-919	199	38	households	household	NOUN
ahmr-919	199	39	using	use	VERB
ahmr-919	199	40	the	the	DET
ahmr-919	199	41	world	world	NOUN
ahmr-919	199	42	bank	bank	PROPN
ahmr-919	199	43	welfare	welfare	PROPN
ahmr-919	199	44	index	index	PROPN
ahmr-919	199	45	.	.	PUNCT
ahmr-919	200	1	on	on	ADP
ahmr-919	200	2	the	the	DET
ahmr-919	200	3	contrary	contrary	NOUN
ahmr-919	200	4	,	,	PUNCT
ahmr-919	200	5	an	an	DET
ahmr-919	200	6	econometric	econometric	ADJ
ahmr-919	200	7	assessment	assessment	NOUN
ahmr-919	200	8	(	(	PUNCT
ahmr-919	200	9	psm	psm	NOUN
ahmr-919	200	10	)	)	PUNCT
ahmr-919	200	11	shows	show	VERB
ahmr-919	200	12	higher	high	ADJ
ahmr-919	200	13	welfare	welfare	NOUN
ahmr-919	200	14	levels	level	NOUN
ahmr-919	200	15	for	for	ADP
ahmr-919	200	16	migrant	migrant	ADJ
ahmr-919	200	17	households	household	NOUN
ahmr-919	200	18	,	,	PUNCT
ahmr-919	200	19	though	though	SCONJ
ahmr-919	200	20	not	not	PART
ahmr-919	200	21	statistically	statistically	ADV
ahmr-919	200	22	significant	significant	ADJ
ahmr-919	200	23	.	.	PUNCT
ahmr-919	201	1	regarding	regard	VERB
ahmr-919	201	2	policies	policy	NOUN
ahmr-919	201	3	,	,	PUNCT
ahmr-919	201	4	it	it	PRON
ahmr-919	201	5	would	would	AUX
ahmr-919	201	6	be	be	AUX
ahmr-919	201	7	useful	useful	ADJ
ahmr-919	201	8	for	for	ADP
ahmr-919	201	9	government	government	NOUN
ahmr-919	201	10	and	and	CCONJ
ahmr-919	201	11	other	other	ADJ
ahmr-919	201	12	nongovernmental	nongovernmental	ADJ
ahmr-919	201	13	organisations	organisation	NOUN
ahmr-919	201	14	(	(	PUNCT
ahmr-919	201	15	ngos	ngo	NOUN
ahmr-919	201	16	)	)	PUNCT
ahmr-919	201	17	considering	consider	VERB
ahmr-919	201	18	policies	policy	NOUN
ahmr-919	201	19	to	to	PART
ahmr-919	201	20	streamline	streamline	VERB
ahmr-919	201	21	migration	migration	NOUN
ahmr-919	201	22	and	and	CCONJ
ahmr-919	201	23	improve	improve	VERB
ahmr-919	201	24	on	on	ADP
ahmr-919	201	25	the	the	DET
ahmr-919	201	26	welfare	welfare	NOUN
ahmr-919	201	27	of	of	ADP
ahmr-919	201	28	the	the	DET
ahmr-919	201	29	people	people	NOUN
ahmr-919	201	30	to	to	PART
ahmr-919	201	31	give	give	VERB
ahmr-919	201	32	more	more	ADJ
ahmr-919	201	33	priority	priority	NOUN
ahmr-919	201	34	to	to	ADP
ahmr-919	201	35	education	education	NOUN
ahmr-919	201	36	in	in	ADP
ahmr-919	201	37	terms	term	NOUN
ahmr-919	201	38	of	of	ADP
ahmr-919	201	39	access	access	NOUN
ahmr-919	201	40	and	and	CCONJ
ahmr-919	201	41	affordability	affordability	NOUN
ahmr-919	201	42	.	.	PUNCT
ahmr-919	202	1	also	also	ADV
ahmr-919	202	2	,	,	PUNCT
ahmr-919	202	3	government	government	NOUN
ahmr-919	202	4	and	and	CCONJ
ahmr-919	202	5	other	other	ADJ
ahmr-919	202	6	stakeholders	stakeholder	NOUN
ahmr-919	202	7	should	should	AUX
ahmr-919	202	8	consider	consider	VERB
ahmr-919	202	9	providing	provide	VERB
ahmr-919	202	10	job	job	NOUN
ahmr-919	202	11	opportunities	opportunity	NOUN
ahmr-919	202	12	and	and	CCONJ
ahmr-919	202	13	extending	extend	VERB
ahmr-919	202	14	access	access	NOUN
ahmr-919	202	15	to	to	ADP
ahmr-919	202	16	public	public	ADJ
ahmr-919	202	17	facilities	facility	NOUN
ahmr-919	202	18	such	such	ADJ
ahmr-919	202	19	as	as	ADP
ahmr-919	202	20	schools	school	NOUN
ahmr-919	202	21	,	,	PUNCT
ahmr-919	202	22	electricity	electricity	NOUN
ahmr-919	202	23	,	,	PUNCT
ahmr-919	202	24	health	health	NOUN
ahmr-919	202	25	posts	post	NOUN
ahmr-919	202	26	and	and	CCONJ
ahmr-919	202	27	potable	potable	ADJ
ahmr-919	202	28	drinking	drinking	NOUN
ahmr-919	202	29	water	water	NOUN
ahmr-919	202	30	to	to	ADP
ahmr-919	202	31	the	the	DET
ahmr-919	202	32	people	people	NOUN
ahmr-919	202	33	.	.	PUNCT
ahmr-919	203	1	furthermore	furthermore	ADV
ahmr-919	203	2	,	,	PUNCT
ahmr-919	203	3	for	for	ADP
ahmr-919	203	4	the	the	DET
ahmr-919	203	5	recent	recent	ADJ
ahmr-919	203	6	government	government	NOUN
ahmr-919	203	7	policy	policy	NOUN
ahmr-919	203	8	dubbed	dub	VERB
ahmr-919	203	9	‘	'	PUNCT
ahmr-919	203	10	sanitation	sanitation	NOUN
ahmr-919	203	11	day’10	day’10	PROPN
ahmr-919	203	12	(	(	PUNCT
ahmr-919	203	13	which	which	PRON
ahmr-919	203	14	,	,	PUNCT
ahmr-919	203	15	of	of	ADP
ahmr-919	203	16	course	course	NOUN
ahmr-919	203	17	,	,	PUNCT
ahmr-919	203	18	is	be	AUX
ahmr-919	203	19	a	a	DET
ahmr-919	203	20	welfare	welfare	NOUN
ahmr-919	203	21	policy	policy	NOUN
ahmr-919	203	22	)	)	PUNCT
ahmr-919	203	23	to	to	PART
ahmr-919	203	24	achieve	achieve	VERB
ahmr-919	203	25	the	the	DET
ahmr-919	203	26	desired	desire	VERB
ahmr-919	203	27	goal	goal	NOUN
ahmr-919	203	28	,	,	PUNCT
ahmr-919	203	29	district	district	NOUN
ahmr-919	203	30	assemblies	assembly	NOUN
ahmr-919	203	31	should	should	AUX
ahmr-919	203	32	enforce	enforce	VERB
ahmr-919	203	33	their	their	PRON
ahmr-919	203	34	by	by	NOUN
ahmr-919	203	35	-	-	PUNCT
ahmr-919	203	36	laws	law	NOUN
ahmr-919	203	37	that	that	PRON
ahmr-919	203	38	mandate	mandate	VERB
ahmr-919	203	39	every	every	DET
ahmr-919	203	40	house	house	NOUN
ahmr-919	203	41	to	to	PART
ahmr-919	203	42	have	have	VERB
ahmr-919	203	43	a	a	DET
ahmr-919	203	44	toilet	toilet	NOUN
ahmr-919	203	45	facility	facility	NOUN
ahmr-919	203	46	as	as	SCONJ
ahmr-919	203	47	most	most	ADJ
ahmr-919	203	48	households	household	NOUN
ahmr-919	203	49	did	do	AUX
ahmr-919	203	50	not	not	PART
ahmr-919	203	51	have	have	VERB
ahmr-919	203	52	toilet	toilet	NOUN
ahmr-919	203	53	facilities	facility	NOUN
ahmr-919	203	54	.	.	PUNCT
ahmr-919	204	1	10	10	NUM
ahmr-919	204	2	this	this	PRON
ahmr-919	204	3	is	be	AUX
ahmr-919	204	4	a	a	DET
ahmr-919	204	5	day	day	NOUN
ahmr-919	204	6	reserved	reserve	VERB
ahmr-919	204	7	for	for	ADP
ahmr-919	204	8	every	every	DET
ahmr-919	204	9	household	household	NOUN
ahmr-919	204	10	to	to	PART
ahmr-919	204	11	clean	clean	VERB
ahmr-919	204	12	around	around	ADP
ahmr-919	204	13	its	its	PRON
ahmr-919	204	14	environs	environ	NOUN
ahmr-919	204	15	in	in	ADP
ahmr-919	204	16	the	the	DET
ahmr-919	204	17	country	country	NOUN
ahmr-919	204	18	,	,	PUNCT
ahmr-919	204	19	which	which	PRON
ahmr-919	204	20	falls	fall	VERB
ahmr-919	204	21	on	on	ADP
ahmr-919	204	22	every	every	DET
ahmr-919	204	23	first	first	ADJ
ahmr-919	204	24	saturday	saturday	NOUN
ahmr-919	204	25	of	of	ADP
ahmr-919	204	26	the	the	DET
ahmr-919	204	27	month	month	NOUN
ahmr-919	204	28	.	.	PUNCT
ahmr-919	205	1	ahmr	ahmr	NOUN
ahmr-919	205	2	,	,	PUNCT
ahmr-919	205	3	vol.3	vol.3	PROPN
ahmr-919	205	4	no1	no1	PROPN
ahmr-919	205	5	,	,	PUNCT
ahmr-919	205	6	january	january	PROPN
ahmr-919	205	7	-	-	PUNCT
ahmr-919	205	8	april	april	PROPN
ahmr-919	205	9	2017	2017	NUM
ahmr-919	205	10	747	747	NUM
ahmr-919	205	11	references	reference	NOUN
ahmr-919	205	12	ackah	ackah	PROPN
ahmr-919	205	13	,	,	PUNCT
ahmr-919	205	14	c.	c.	PROPN
ahmr-919	205	15	and	and	CCONJ
ahmr-919	205	16	medvedev	medvedev	PROPN
ahmr-919	205	17	,	,	PUNCT
ahmr-919	205	18	d.	d.	PROPN
ahmr-919	205	19	2010	2010	NUM
ahmr-919	205	20	.	.	PUNCT
ahmr-919	206	1	internal	internal	ADJ
ahmr-919	206	2	migration	migration	NOUN
ahmr-919	206	3	in	in	ADP
ahmr-919	206	4	ghana	ghana	PROPN
ahmr-919	206	5	:	:	PUNCT
ahmr-919	206	6	determinants	determinant	NOUN
ahmr-919	206	7	and	and	CCONJ
ahmr-919	206	8	welfare	welfare	NOUN
ahmr-919	206	9	impacts	impact	NOUN
ahmr-919	206	10	.	.	PUNCT
ahmr-919	207	1	world	world	PROPN
ahmr-919	207	2	bank	bank	PROPN
ahmr-919	207	3	2010	2010	NUM
ahmr-919	207	4	ghana	ghana	PROPN
ahmr-919	207	5	poverty	poverty	PROPN
ahmr-919	207	6	assessment	assessment	NOUN
ahmr-919	207	7	paper	paper	NOUN
ahmr-919	207	8	.	.	PUNCT
ahmr-919	208	1	world	world	PROPN
ahmr-919	208	2	bank	bank	PROPN
ahmr-919	208	3	.	.	PUNCT
ahmr-919	209	1	awumbila	awumbila	PROPN
ahmr-919	209	2	,	,	PUNCT
ahmr-919	209	3	m.	m.	NOUN
ahmr-919	209	4	,	,	PUNCT
ahmr-919	209	5	owusu	owusu	PROPN
ahmr-919	209	6	,	,	PUNCT
ahmr-919	209	7	g.	g.	PROPN
ahmr-919	209	8	and	and	CCONJ
ahmr-919	209	9	teye	teye	PROPN
ahmr-919	209	10	,	,	PUNCT
ahmr-919	209	11	j.k	j.k	PROPN
ahmr-919	209	12	.	.	PROPN
ahmr-919	209	13	2014	2014	NUM
ahmr-919	209	14	.	.	PUNCT
ahmr-919	210	1	can	can	AUX
ahmr-919	210	2	rural	rural	ADJ
ahmr-919	210	3	-	-	PUNCT
ahmr-919	210	4	urban	urban	ADJ
ahmr-919	210	5	migration	migration	NOUN
ahmr-919	210	6	into	into	ADP
ahmr-919	210	7	slums	slum	NOUN
ahmr-919	210	8	reduce	reduce	VERB
ahmr-919	210	9	poverty	poverty	NOUN
ahmr-919	210	10	?	?	PUNCT
ahmr-919	211	1	evidence	evidence	NOUN
ahmr-919	211	2	from	from	ADP
ahmr-919	211	3	ghana	ghana	PROPN
ahmr-919	211	4	.	.	PUNCT
ahmr-919	212	1	migrating	migrate	VERB
ahmr-919	212	2	out	out	ADP
ahmr-919	212	3	of	of	ADP
ahmr-919	212	4	poverty	poverty	NOUN
ahmr-919	212	5	research	research	NOUN
ahmr-919	212	6	program	program	NOUN
ahmr-919	212	7	consortium	consortium	NOUN
ahmr-919	212	8	working	working	PROPN
ahmr-919	212	9	paper	paper	NOUN
ahmr-919	212	10	13	13	NUM
ahmr-919	212	11	.	.	PUNCT
ahmr-919	213	1	awumbila	awumbila	PROPN
ahmr-919	213	2	,	,	PUNCT
ahmr-919	213	3	m.	m.	NOUN
ahmr-919	213	4	,	,	PUNCT
ahmr-919	213	5	teye	teye	NOUN
ahmr-919	213	6	,	,	PUNCT
ahmr-919	213	7	j.k	j.k	PROPN
ahmr-919	213	8	.	.	PROPN
ahmr-919	213	9	,	,	PUNCT
ahmr-919	213	10	litchfield	litchfield	PROPN
ahmr-919	213	11	,	,	PUNCT
ahmr-919	213	12	j.	j.	PROPN
ahmr-919	213	13	,	,	PUNCT
ahmr-919	213	14	boakye	boakye	NOUN
ahmr-919	213	15	-	-	PUNCT
ahmr-919	213	16	yiadom	yiadom	NOUN
ahmr-919	213	17	,	,	PUNCT
ahmr-919	213	18	l.	l.	PROPN
ahmr-919	213	19	,	,	PUNCT
ahmr-919	213	20	deshingkar	deshingkar	PROPN
ahmr-919	213	21	,	,	PUNCT
ahmr-919	213	22	p.	p.	NOUN
ahmr-919	213	23	and	and	CCONJ
ahmr-919	213	24	quartey	quartey	PROPN
ahmr-919	213	25	,	,	PUNCT
ahmr-919	213	26	p.	p.	NOUN
ahmr-919	213	27	2015	2015	NUM
ahmr-919	213	28	.	.	PUNCT
ahmr-919	213	29	are	be	AUX
ahmr-919	213	30	migrant	migrant	ADJ
ahmr-919	213	31	households	household	NOUN
ahmr-919	213	32	better	well	ADV
ahmr-919	213	33	off	off	ADV
ahmr-919	213	34	than	than	ADP
ahmr-919	213	35	non	non	ADJ
ahmr-919	213	36	-	-	ADJ
ahmr-919	213	37	migrant	migrant	ADJ
ahmr-919	213	38	households	household	NOUN
ahmr-919	213	39	?	?	PUNCT
ahmr-919	214	1	evidence	evidence	NOUN
ahmr-919	214	2	from	from	ADP
ahmr-919	214	3	ghana	ghana	PROPN
ahmr-919	214	4	.	.	PUNCT
ahmr-919	215	1	migrating	migrate	VERB
ahmr-919	215	2	out	out	ADP
ahmr-919	215	3	of	of	ADP
ahmr-919	215	4	poverty	poverty	NOUN
ahmr-919	215	5	working	work	VERB
ahmr-919	215	6	paper	paper	PROPN
ahmr-919	215	7	28	28	NUM
ahmr-919	215	8	.	.	PUNCT
ahmr-919	216	1	beegle	beegle	PROPN
ahmr-919	216	2	,	,	PUNCT
ahmr-919	216	3	k.	k.	PROPN
ahmr-919	216	4	,	,	PUNCT
ahmr-919	216	5	de	de	PROPN
ahmr-919	216	6	weerdt	weerdt	NOUN
ahmr-919	216	7	,	,	PUNCT
ahmr-919	216	8	j.	j.	PROPN
ahmr-919	216	9	and	and	CCONJ
ahmr-919	216	10	dercon	dercon	PROPN
ahmr-919	216	11	,	,	PUNCT
ahmr-919	216	12	s.	s.	PROPN
ahmr-919	216	13	2011	2011	NUM
ahmr-919	216	14	.	.	PUNCT
ahmr-919	217	1	migration	migration	NOUN
ahmr-919	217	2	and	and	CCONJ
ahmr-919	217	3	economic	economic	ADJ
ahmr-919	217	4	mobility	mobility	NOUN
ahmr-919	217	5	in	in	ADP
ahmr-919	217	6	tanzania	tanzania	PROPN
ahmr-919	217	7	:	:	PUNCT
ahmr-919	217	8	evidence	evidence	NOUN
ahmr-919	217	9	from	from	ADP
ahmr-919	217	10	a	a	DET
ahmr-919	217	11	tracking	tracking	NOUN
ahmr-919	217	12	survey	survey	NOUN
ahmr-919	217	13	.	.	PUNCT
ahmr-919	218	1	the	the	DET
ahmr-919	218	2	review	review	NOUN
ahmr-919	218	3	of	of	ADP
ahmr-919	218	4	economics	economic	NOUN
ahmr-919	218	5	and	and	CCONJ
ahmr-919	218	6	statistics	statistic	NOUN
ahmr-919	218	7	,	,	PUNCT
ahmr-919	218	8	93(3	93(3	NUM
ahmr-919	218	9	):	):	PUNCT
ahmr-919	218	10	1010	1010	NUM
ahmr-919	218	11	-	-	SYM
ahmr-919	218	12	33	33	NUM
ahmr-919	218	13	.	.	PUNCT
ahmr-919	219	1	boakye	boakye	NOUN
ahmr-919	219	2	-	-	PUNCT
ahmr-919	219	3	yiadom	yiadom	NOUN
ahmr-919	219	4	,	,	PUNCT
ahmr-919	219	5	l.	l.	PROPN
ahmr-919	219	6	2008	2008	NUM
ahmr-919	219	7	.	.	PUNCT
ahmr-919	220	1	rural	rural	ADJ
ahmr-919	220	2	-	-	PUNCT
ahmr-919	220	3	urban	urban	ADJ
ahmr-919	220	4	linkages	linkage	NOUN
ahmr-919	220	5	and	and	CCONJ
ahmr-919	220	6	welfare	welfare	NOUN
ahmr-919	220	7	:	:	PUNCT
ahmr-919	220	8	the	the	DET
ahmr-919	220	9	case	case	NOUN
ahmr-919	220	10	of	of	ADP
ahmr-919	220	11	ghana	ghana	PROPN
ahmr-919	220	12	's	's	PART
ahmr-919	220	13	migration	migration	NOUN
ahmr-919	220	14	and	and	CCONJ
ahmr-919	220	15	remittance	remittance	NOUN
ahmr-919	220	16	flows	flow	NOUN
ahmr-919	220	17	.	.	PUNCT
ahmr-919	221	1	philosophy	philosophy	NOUN
ahmr-919	221	2	phd	phd	NOUN
ahmr-919	221	3	thesis	thesis	NOUN
ahmr-919	221	4	,	,	PUNCT
ahmr-919	221	5	university	university	NOUN
ahmr-919	221	6	of	of	ADP
ahmr-919	221	7	bath	bath	NOUN
ahmr-919	221	8	.	.	PUNCT
ahmr-919	222	1	bontch	bontch	NOUN
ahmr-919	222	2	-	-	PUNCT
ahmr-919	222	3	osmolovski	osmolovski	ADJ
ahmr-919	222	4	,	,	PUNCT
ahmr-919	222	5	m.	m.	NOUN
ahmr-919	222	6	2009	2009	NUM
ahmr-919	222	7	.	.	PUNCT
ahmr-919	223	1	work	work	NOUN
ahmr-919	223	2	-	-	PUNCT
ahmr-919	223	3	related	relate	VERB
ahmr-919	223	4	migration	migration	NOUN
ahmr-919	223	5	and	and	CCONJ
ahmr-919	223	6	its	its	PRON
ahmr-919	223	7	effect	effect	NOUN
ahmr-919	223	8	on	on	ADP
ahmr-919	223	9	poverty	poverty	NOUN
ahmr-919	223	10	reduction	reduction	NOUN
ahmr-919	223	11	and	and	CCONJ
ahmr-919	223	12	educational	educational	ADJ
ahmr-919	223	13	attainment	attainment	NOUN
ahmr-919	223	14	in	in	ADP
ahmr-919	223	15	nepal	nepal	PROPN
ahmr-919	223	16	.	.	PUNCT
ahmr-919	224	1	phd	phd	NOUN
ahmr-919	224	2	thesis	thesis	PROPN
ahmr-919	224	3	,	,	PUNCT
ahmr-919	224	4	university	university	NOUN
ahmr-919	224	5	of	of	ADP
ahmr-919	224	6	north	north	PROPN
ahmr-919	224	7	carolina	carolina	PROPN
ahmr-919	224	8	at	at	ADP
ahmr-919	224	9	chapel	chapel	PROPN
ahmr-919	224	10	hill	hill	PROPN
ahmr-919	224	11	.	.	PUNCT
ahmr-919	225	1	burtless	burtless	NOUN
ahmr-919	225	2	,	,	PUNCT
ahmr-919	225	3	g.	g.	PROPN
ahmr-919	225	4	1995	1995	NUM
ahmr-919	225	5	.	.	PUNCT
ahmr-919	226	1	international	international	ADJ
ahmr-919	226	2	trade	trade	NOUN
ahmr-919	226	3	and	and	CCONJ
ahmr-919	226	4	the	the	DET
ahmr-919	226	5	rise	rise	NOUN
ahmr-919	226	6	in	in	ADP
ahmr-919	226	7	earnings	earning	NOUN
ahmr-919	226	8	inequality	inequality	NOUN
ahmr-919	226	9	.	.	PUNCT
ahmr-919	227	1	journal	journal	NOUN
ahmr-919	227	2	of	of	ADP
ahmr-919	227	3	economic	economic	ADJ
ahmr-919	227	4	literature	literature	NOUN
ahmr-919	227	5	,	,	PUNCT
ahmr-919	227	6	33(2	33(2	NUM
ahmr-919	227	7	):	):	PUNCT
ahmr-919	227	8	800	800	NUM
ahmr-919	227	9	-	-	SYM
ahmr-919	227	10	816	816	NUM
ahmr-919	227	11	.	.	PUNCT
ahmr-919	228	1	de	de	X
ahmr-919	228	2	brauw	brauw	PROPN
ahmr-919	228	3	,	,	PUNCT
ahmr-919	228	4	a.	a.	PROPN
ahmr-919	228	5	,	,	PUNCT
ahmr-919	228	6	mueller	mueller	PROPN
ahmr-919	228	7	,	,	PUNCT
ahmr-919	228	8	v.	v.	PROPN
ahmr-919	228	9	and	and	CCONJ
ahmr-919	228	10	woldehanna	woldehanna	ADJ
ahmr-919	228	11	,	,	PUNCT
ahmr-919	228	12	t.	t.	NOUN
ahmr-919	228	13	2012	2012	NUM
ahmr-919	228	14	.	.	PUNCT
ahmr-919	229	1	does	do	AUX
ahmr-919	229	2	internal	internal	ADJ
ahmr-919	229	3	migration	migration	NOUN
ahmr-919	229	4	improve	improve	VERB
ahmr-919	229	5	overall	overall	ADV
ahmr-919	229	6	well	well	ADV
ahmr-919	229	7	-	-	PUNCT
ahmr-919	229	8	being	being	NOUN
ahmr-919	229	9	in	in	ADP
ahmr-919	229	10	ethiopia	ethiopia	PROPN
ahmr-919	229	11	?	?	PUNCT
ahmr-919	230	1	essp	essp	PROPN
ahmr-919	230	2	working	working	PROPN
ahmr-919	230	3	paper	paper	PROPN
ahmr-919	230	4	55	55	NUM
ahmr-919	230	5	.	.	PUNCT
ahmr-919	231	1	de	de	PROPN
ahmr-919	231	2	haan	haan	PROPN
ahmr-919	231	3	,	,	PUNCT
ahmr-919	231	4	a.	a.	PROPN
ahmr-919	231	5	1999	1999	NUM
ahmr-919	231	6	.	.	PUNCT
ahmr-919	232	1	livelihoods	livelihood	NOUN
ahmr-919	232	2	and	and	CCONJ
ahmr-919	232	3	poverty	poverty	NOUN
ahmr-919	232	4	:	:	PUNCT
ahmr-919	232	5	the	the	DET
ahmr-919	232	6	role	role	NOUN
ahmr-919	232	7	of	of	ADP
ahmr-919	232	8	migration	migration	NOUN
ahmr-919	232	9	:	:	PUNCT
ahmr-919	232	10	a	a	DET
ahmr-919	232	11	critical	critical	ADJ
ahmr-919	232	12	review	review	NOUN
ahmr-919	232	13	of	of	ADP
ahmr-919	232	14	the	the	DET
ahmr-919	232	15	migration	migration	NOUN
ahmr-919	232	16	literature	literature	NOUN
ahmr-919	232	17	.	.	PUNCT
ahmr-919	233	1	journal	journal	PROPN
ahmr-919	233	2	of	of	ADP
ahmr-919	233	3	development	development	NOUN
ahmr-919	233	4	studies	study	NOUN
ahmr-919	233	5	,	,	PUNCT
ahmr-919	233	6	36(2	36(2	NUM
ahmr-919	233	7	):	):	PUNCT
ahmr-919	233	8	1	1	NUM
ahmr-919	233	9	-	-	SYM
ahmr-919	233	10	47	47	NUM
ahmr-919	233	11	.	.	PUNCT
ahmr-919	234	1	dinbabo	dinbabo	PROPN
ahmr-919	234	2	,	,	PUNCT
ahmr-919	234	3	m.	m.	NOUN
ahmr-919	234	4	and	and	CCONJ
ahmr-919	234	5	nyasulu	nyasulu	VERB
ahmr-919	234	6	,	,	PUNCT
ahmr-919	234	7	t.	t.	NOUN
ahmr-919	234	8	2015	2015	NUM
ahmr-919	234	9	.	.	PUNCT
ahmr-919	235	1	macroeconomic	macroeconomic	ADJ
ahmr-919	235	2	determinants	determinant	NOUN
ahmr-919	235	3	:	:	PUNCT
ahmr-919	235	4	analysis	analysis	NOUN
ahmr-919	235	5	of	of	ADP
ahmr-919	235	6	pull	pull	ADJ
ahmr-919	235	7	factors	factor	NOUN
ahmr-919	235	8	of	of	ADP
ahmr-919	235	9	international	international	ADJ
ahmr-919	235	10	migration	migration	NOUN
ahmr-919	235	11	in	in	ADP
ahmr-919	235	12	south	south	PROPN
ahmr-919	235	13	africa	africa	PROPN
ahmr-919	235	14	.	.	PUNCT
ahmr-919	236	1	african	african	PROPN
ahmr-919	236	2	human	human	ADJ
ahmr-919	236	3	mobility	mobility	PROPN
ahmr-919	236	4	review	review	PROPN
ahmr-919	236	5	(	(	PUNCT
ahmr-919	236	6	ahmr	ahmr	NOUN
ahmr-919	236	7	)	)	PUNCT
ahmr-919	236	8	,	,	PUNCT
ahmr-919	236	9	1(1	1(1	NUM
ahmr-919	236	10	):	):	PUNCT
ahmr-919	236	11	27	27	NUM
ahmr-919	236	12	-	-	SYM
ahmr-919	236	13	52	52	NUM
ahmr-919	236	14	.	.	PUNCT
ahmr-919	237	1	dudwick	dudwick	PROPN
ahmr-919	237	2	,	,	PUNCT
ahmr-919	237	3	n.	n.	NOUN
ahmr-919	237	4	,	,	PUNCT
ahmr-919	237	5	hull	hull	NOUN
ahmr-919	237	6	,	,	PUNCT
ahmr-919	237	7	k.	k.	PROPN
ahmr-919	237	8	,	,	PUNCT
ahmr-919	237	9	katayama	katayama	PROPN
ahmr-919	237	10	,	,	PUNCT
ahmr-919	237	11	r.	r.	PROPN
ahmr-919	237	12	shilpi	shilpi	PROPN
ahmr-919	237	13	,	,	PUNCT
ahmr-919	237	14	f.	f.	PROPN
ahmr-919	237	15	and	and	CCONJ
ahmr-919	237	16	simler	simler	PROPN
ahmr-919	237	17	,	,	PUNCT
ahmr-919	237	18	k.	k.	NOUN
ahmr-919	237	19	2011	2011	NUM
ahmr-919	237	20	.	.	PUNCT
ahmr-919	238	1	from	from	ADP
ahmr-919	238	2	farm	farm	NOUN
ahmr-919	238	3	to	to	PART
ahmr-919	238	4	firm	firm	VERB
ahmr-919	238	5	:	:	PUNCT
ahmr-919	238	6	rural	rural	ADJ
ahmr-919	238	7	-	-	PUNCT
ahmr-919	238	8	urban	urban	ADJ
ahmr-919	238	9	transition	transition	NOUN
ahmr-919	238	10	in	in	ADP
ahmr-919	238	11	developing	develop	VERB
ahmr-919	238	12	countries	country	NOUN
ahmr-919	238	13	.	.	PUNCT
ahmr-919	239	1	world	world	PROPN
ahmr-919	239	2	bank	bank	PROPN
ahmr-919	239	3	,	,	PUNCT
ahmr-919	239	4	washington	washington	PROPN
ahmr-919	239	5	d.c	d.c	PROPN
ahmr-919	239	6	.	.	PROPN
ahmr-919	239	7	ahmr	ahmr	NOUN
ahmr-919	239	8	,	,	PUNCT
ahmr-919	239	9	vol.3	vol.3	PROPN
ahmr-919	239	10	no1	no1	PROPN
ahmr-919	239	11	,	,	PUNCT
ahmr-919	239	12	january	january	PROPN
ahmr-919	239	13	-	-	PUNCT
ahmr-919	239	14	april	april	PROPN
ahmr-919	239	15	2017	2017	NUM
ahmr-919	239	16	748	748	NUM
ahmr-919	239	17	farrington	farrington	PROPN
ahmr-919	239	18	,	,	PUNCT
ahmr-919	239	19	j.	j.	PROPN
ahmr-919	239	20	and	and	CCONJ
ahmr-919	239	21	r.	r.	PROPN
ahmr-919	239	22	slater	slater	PROPN
ahmr-919	239	23	2006	2006	NUM
ahmr-919	239	24	.	.	PUNCT
ahmr-919	240	1	introduction	introduction	NOUN
ahmr-919	240	2	:	:	PUNCT
ahmr-919	240	3	cash	cash	NOUN
ahmr-919	240	4	transfers	transfer	NOUN
ahmr-919	240	5	:	:	PUNCT
ahmr-919	240	6	panacea	panacea	NOUN
ahmr-919	240	7	for	for	ADP
ahmr-919	240	8	poverty	poverty	NOUN
ahmr-919	240	9	reduction	reduction	NOUN
ahmr-919	240	10	or	or	CCONJ
ahmr-919	240	11	money	money	NOUN
ahmr-919	240	12	down	down	ADP
ahmr-919	240	13	the	the	DET
ahmr-919	240	14	drain	drain	NOUN
ahmr-919	240	15	?	?	PUNCT
ahmr-919	241	1	development	development	NOUN
ahmr-919	241	2	policy	policy	NOUN
ahmr-919	241	3	review	review	NOUN
ahmr-919	241	4	,	,	PUNCT
ahmr-919	241	5	24(5	24(5	NUM
ahmr-919	241	6	):	):	PUNCT
ahmr-919	241	7	499	499	NUM
ahmr-919	241	8	-	-	SYM
ahmr-919	241	9	511	511	NUM
ahmr-919	241	10	.	.	PUNCT
ahmr-919	242	1	galasso	galasso	NOUN
ahmr-919	242	2	,	,	PUNCT
ahmr-919	242	3	e.	e.	PROPN
ahmr-919	242	4	,	,	PUNCT
ahmr-919	242	5	ravallion	ravallion	NOUN
ahmr-919	242	6	,	,	PUNCT
ahmr-919	242	7	m.	m.	NOUN
ahmr-919	242	8	and	and	CCONJ
ahmr-919	242	9	salvia	salvia	NOUN
ahmr-919	242	10	,	,	PUNCT
ahmr-919	242	11	a.	a.	NOUN
ahmr-919	242	12	2001	2001	NUM
ahmr-919	242	13	.	.	PUNCT
ahmr-919	243	1	assisting	assist	VERB
ahmr-919	243	2	the	the	DET
ahmr-919	243	3	transition	transition	NOUN
ahmr-919	243	4	from	from	ADP
ahmr-919	243	5	workfare	workfare	PROPN
ahmr-919	243	6	to	to	ADP
ahmr-919	243	7	work	work	NOUN
ahmr-919	243	8	:	:	PUNCT
ahmr-919	243	9	argentina	argentina	PROPN
ahmr-919	243	10	’s	’s	PART
ahmr-919	243	11	proempleo	proempleo	PROPN
ahmr-919	243	12	experiment	experiment	NOUN
ahmr-919	243	13	.	.	PUNCT
ahmr-919	244	1	a	a	DET
ahmr-919	244	2	report	report	NOUN
ahmr-919	244	3	on	on	ADP
ahmr-919	244	4	ex	ex	ADJ
ahmr-919	244	5	-	-	ADJ
ahmr-919	244	6	post	post	ADJ
ahmr-919	244	7	evaluation	evaluation	NOUN
ahmr-919	244	8	of	of	ADP
ahmr-919	244	9	the	the	DET
ahmr-919	244	10	world	world	PROPN
ahmr-919	244	11	bank	bank	PROPN
ahmr-919	244	12	’s	’s	PART
ahmr-919	244	13	social	social	PROPN
ahmr-919	244	14	protection	protection	PROPN
ahmr-919	244	15	iii	iii	PROPN
ahmr-919	244	16	project	project	NOUN
ahmr-919	244	17	in	in	ADP
ahmr-919	244	18	argentina	argentina	PROPN
ahmr-919	244	19	,	,	PUNCT
ahmr-919	244	20	september	september	PROPN
ahmr-919	244	21	2001	2001	NUM
ahmr-919	244	22	.	.	PUNCT
ahmr-919	245	1	ghana	ghana	PROPN
ahmr-919	245	2	statistical	statistical	ADJ
ahmr-919	245	3	service	service	NOUN
ahmr-919	245	4	2012	2012	NUM
ahmr-919	245	5	.	.	PUNCT
ahmr-919	246	1	2010	2010	NUM
ahmr-919	246	2	population	population	NOUN
ahmr-919	246	3	and	and	CCONJ
ahmr-919	246	4	housing	housing	NOUN
ahmr-919	246	5	census	census	PROPN
ahmr-919	246	6	summary	summary	NOUN
ahmr-919	246	7	report	report	NOUN
ahmr-919	246	8	,	,	PUNCT
ahmr-919	246	9	accra	accra	PROPN
ahmr-919	246	10	,	,	PUNCT
ahmr-919	246	11	ghana	ghana	PROPN
ahmr-919	246	12	.	.	PUNCT
ahmr-919	247	1	heckman	heckman	PROPN
ahmr-919	247	2	,	,	PUNCT
ahmr-919	247	3	j.j	j.j	PROPN
ahmr-919	247	4	.	.	PROPN
ahmr-919	247	5	,	,	PUNCT
ahmr-919	247	6	robert	robert	PROPN
ahmr-919	247	7	,	,	PUNCT
ahmr-919	247	8	l.	l.	PROPN
ahmr-919	247	9	and	and	CCONJ
ahmr-919	247	10	jeffrey	jeffrey	PROPN
ahmr-919	247	11	,	,	PUNCT
ahmr-919	247	12	s.	s.	PROPN
ahmr-919	247	13	1999	1999	NUM
ahmr-919	247	14	.the	.the	PUNCT
ahmr-919	247	15	economics	economic	NOUN
ahmr-919	247	16	and	and	CCONJ
ahmr-919	247	17	econometrics	econometric	NOUN
ahmr-919	247	18	of	of	ADP
ahmr-919	247	19	active	active	ADJ
ahmr-919	247	20	labor	labor	NOUN
ahmr-919	247	21	market	market	NOUN
ahmr-919	247	22	programs	program	NOUN
ahmr-919	247	23	.	.	PUNCT
ahmr-919	248	1	in	in	ADP
ahmr-919	248	2	:	:	PUNCT
ahmr-919	248	3	ashenfelter	ashenfelter	NOUN
ahmr-919	248	4	,	,	PUNCT
ahmr-919	248	5	o.	o.	NOUN
ahmr-919	248	6	and	and	CCONJ
ahmr-919	248	7	card	card	NOUN
ahmr-919	248	8	,	,	PUNCT
ahmr-919	248	9	d.	d.	PROPN
ahmr-919	248	10	(	(	PUNCT
ahmr-919	248	11	eds	eds	PROPN
ahmr-919	248	12	.	.	PUNCT
ahmr-919	248	13	)	)	PUNCT
ahmr-919	248	14	.	.	PUNCT
ahmr-919	249	1	handbook	handbook	NOUN
ahmr-919	249	2	of	of	ADP
ahmr-919	249	3	labor	labor	NOUN
ahmr-919	249	4	economics	economic	NOUN
ahmr-919	249	5	,	,	PUNCT
ahmr-919	249	6	3	3	X
ahmr-919	249	7	.	.	PUNCT
ahmr-919	250	1	amsterdam	amsterdam	PROPN
ahmr-919	250	2	:	:	PUNCT
ahmr-919	250	3	northholland	northholland	ADJ
ahmr-919	250	4	,	,	PUNCT
ahmr-919	250	5	pp	pp	ADJ
ahmr-919	250	6	.	.	PUNCT
ahmr-919	251	1	1865	1865	NUM
ahmr-919	251	2	-	-	SYM
ahmr-919	251	3	2097	2097	NUM
ahmr-919	251	4	.	.	PUNCT
ahmr-919	252	1	khandker	khandker	NOUN
ahmr-919	252	2	,	,	PUNCT
ahmr-919	252	3	s.r	s.r	PROPN
ahmr-919	252	4	,	,	PUNCT
ahmr-919	252	5	koolwal	koolwal	NOUN
ahmr-919	252	6	,	,	PUNCT
ahmr-919	252	7	g.b	g.b	PROPN
ahmr-919	252	8	and	and	CCONJ
ahmr-919	252	9	samad	samad	PROPN
ahmr-919	252	10	,	,	PUNCT
ahmr-919	252	11	h.a	h.a	PROPN
ahmr-919	252	12	2010	2010	NUM
ahmr-919	252	13	.	.	PUNCT
ahmr-919	253	1	handbook	handbook	NOUN
ahmr-919	253	2	on	on	ADP
ahmr-919	253	3	impact	impact	NOUN
ahmr-919	253	4	evaluation	evaluation	NOUN
ahmr-919	253	5	.	.	PUNCT
ahmr-919	254	1	quantitative	quantitative	ADJ
ahmr-919	254	2	methods	method	NOUN
ahmr-919	254	3	and	and	CCONJ
ahmr-919	254	4	practices	practice	NOUN
ahmr-919	254	5	.	.	PUNCT
ahmr-919	255	1	the	the	DET
ahmr-919	255	2	international	international	ADJ
ahmr-919	255	3	bank	bank	NOUN
ahmr-919	255	4	for	for	ADP
ahmr-919	255	5	reconstruction	reconstruction	NOUN
ahmr-919	255	6	and	and	CCONJ
ahmr-919	255	7	development	development	NOUN
ahmr-919	255	8	,	,	PUNCT
ahmr-919	255	9	world	world	PROPN
ahmr-919	255	10	bank	bank	PROPN
ahmr-919	255	11	.	.	PUNCT
ahmr-919	256	1	lanjouw	lanjouw	PROPN
ahmr-919	256	2	,	,	PUNCT
ahmr-919	256	3	p	p	NOUN
ahmr-919	256	4	and	and	CCONJ
ahmr-919	256	5	ravallion	ravallion	NOUN
ahmr-919	256	6	,	,	PUNCT
ahmr-919	256	7	m.	m.	NOUN
ahmr-919	256	8	1995	1995	NUM
ahmr-919	256	9	.	.	PUNCT
ahmr-919	257	1	poverty	poverty	NOUN
ahmr-919	257	2	and	and	CCONJ
ahmr-919	257	3	household	household	NOUN
ahmr-919	257	4	size	size	NOUN
ahmr-919	257	5	.	.	PUNCT
ahmr-919	258	1	economic	economic	ADJ
ahmr-919	258	2	journal	journal	NOUN
ahmr-919	258	3	,	,	PUNCT
ahmr-919	258	4	105:1415	105:1415	NUM
ahmr-919	258	5	-	-	SYM
ahmr-919	258	6	34	34	NUM
ahmr-919	258	7	.	.	PUNCT
ahmr-919	259	1	liang	liang	PROPN
ahmr-919	259	2	,	,	PUNCT
ahmr-919	259	3	z.	z.	PROPN
ahmr-919	259	4	,	,	PUNCT
ahmr-919	259	5	guo	guo	PROPN
ahmr-919	259	6	,	,	PUNCT
ahmr-919	259	7	l.	l.	PROPN
ahmr-919	259	8	and	and	CCONJ
ahmr-919	259	9	duan	duan	PROPN
ahmr-919	259	10	,	,	PUNCT
ahmr-919	259	11	c.c	c.c	PROPN
ahmr-919	259	12	.	.	PROPN
ahmr-919	259	13	2008	2008	NUM
ahmr-919	259	14	.	.	PUNCT
ahmr-919	260	1	migration	migration	NOUN
ahmr-919	260	2	and	and	CCONJ
ahmr-919	260	3	the	the	DET
ahmr-919	260	4	well	well	ADV
ahmr-919	260	5	-	-	PUNCT
ahmr-919	260	6	being	being	NOUN
ahmr-919	260	7	of	of	ADP
ahmr-919	260	8	children	child	NOUN
ahmr-919	260	9	in	in	ADP
ahmr-919	260	10	china	china	PROPN
ahmr-919	260	11	.	.	PUNCT
ahmr-919	261	1	the	the	DET
ahmr-919	261	2	yale	yale	PROPN
ahmr-919	261	3	-	-	PUNCT
ahmr-919	261	4	china	china	PROPN
ahmr-919	261	5	health	health	PROPN
ahmr-919	261	6	journal	journal	PROPN
ahmr-919	261	7	,	,	PUNCT
ahmr-919	261	8	5:25	5:25	PROPN
ahmr-919	261	9	-	-	SYM
ahmr-919	261	10	46	46	NUM
ahmr-919	261	11	.	.	PUNCT
ahmr-919	261	12	lipton	lipton	PROPN
ahmr-919	261	13	,	,	PUNCT
ahmr-919	261	14	m.	m.	NOUN
ahmr-919	261	15	1980	1980	NUM
ahmr-919	261	16	.	.	PUNCT
ahmr-919	262	1	migration	migration	NOUN
ahmr-919	262	2	from	from	ADP
ahmr-919	262	3	rural	rural	ADJ
ahmr-919	262	4	area	area	NOUN
ahmr-919	262	5	of	of	ADP
ahmr-919	262	6	poor	poor	ADJ
ahmr-919	262	7	countries	country	NOUN
ahmr-919	262	8	:	:	PUNCT
ahmr-919	262	9	the	the	DET
ahmr-919	262	10	impact	impact	NOUN
ahmr-919	262	11	on	on	ADP
ahmr-919	262	12	rural	rural	ADJ
ahmr-919	262	13	productivity	productivity	NOUN
ahmr-919	262	14	and	and	CCONJ
ahmr-919	262	15	income	income	NOUN
ahmr-919	262	16	distribution	distribution	NOUN
ahmr-919	262	17	.	.	PUNCT
ahmr-919	263	1	world	world	PROPN
ahmr-919	263	2	dev	dev	PROPN
ahmr-919	263	3	.	.	PUNCT
ahmr-919	264	1	8(1	8(1	NOUN
ahmr-919	264	2	):	):	PUNCT
ahmr-919	264	3	1	1	NUM
ahmr-919	264	4	-	-	SYM
ahmr-919	264	5	24	24	NUM
ahmr-919	264	6	.	.	PUNCT
ahmr-919	265	1	litchfield	litchfield	PROPN
ahmr-919	265	2	,	,	PUNCT
ahmr-919	265	3	j.	j.	PROPN
ahmr-919	265	4	and	and	CCONJ
ahmr-919	265	5	h.	h.	PROPN
ahmr-919	265	6	waddington	waddington	PROPN
ahmr-919	265	7	2003	2003	NUM
ahmr-919	265	8	.	.	PUNCT
ahmr-919	266	1	migration	migration	NOUN
ahmr-919	266	2	and	and	CCONJ
ahmr-919	266	3	poverty	poverty	NOUN
ahmr-919	266	4	in	in	ADP
ahmr-919	266	5	ghana	ghana	PROPN
ahmr-919	266	6	:	:	PUNCT
ahmr-919	266	7	evidence	evidence	NOUN
ahmr-919	266	8	from	from	ADP
ahmr-919	266	9	the	the	DET
ahmr-919	266	10	ghana	ghana	PROPN
ahmr-919	266	11	living	living	NOUN
ahmr-919	266	12	standards	standard	NOUN
ahmr-919	266	13	survey	survey	NOUN
ahmr-919	266	14	.	.	PUNCT
ahmr-919	267	1	sussex	sussex	NOUN
ahmr-919	267	2	migration	migration	NOUN
ahmr-919	267	3	working	working	NOUN
ahmr-919	267	4	paper	paper	NOUN
ahmr-919	267	5	no	no	INTJ
ahmr-919	267	6	.	.	PROPN
ahmr-919	267	7	10	10	NUM
ahmr-919	267	8	.	.	PUNCT
ahmr-919	268	1	sussex	sussex	NOUN
ahmr-919	268	2	centre	centre	PROPN
ahmr-919	268	3	for	for	ADP
ahmr-919	268	4	migration	migration	NOUN
ahmr-919	268	5	research	research	NOUN
ahmr-919	268	6	.	.	PUNCT
ahmr-919	269	1	london	london	PROPN
ahmr-919	269	2	:	:	PUNCT
ahmr-919	269	3	macmillan	macmillan	PROPN
ahmr-919	269	4	pres	pres	PROPN
ahmr-919	269	5	ltd	ltd	PROPN
ahmr-919	269	6	.	.	PROPN
ahmr-919	270	1	lloyd	lloyd	PROPN
ahmr-919	270	2	-	-	PUNCT
ahmr-919	270	3	sherlock	sherlock	PROPN
ahmr-919	270	4	,	,	PUNCT
ahmr-919	270	5	p.	p.	NOUN
ahmr-919	270	6	2006	2006	NUM
ahmr-919	270	7	.	.	PUNCT
ahmr-919	271	1	simple	simple	ADJ
ahmr-919	271	2	transfers	transfer	NOUN
ahmr-919	271	3	,	,	PUNCT
ahmr-919	271	4	complex	complex	ADJ
ahmr-919	271	5	outcomes	outcome	NOUN
ahmr-919	271	6	:	:	PUNCT
ahmr-919	271	7	the	the	DET
ahmr-919	271	8	impacts	impact	NOUN
ahmr-919	271	9	of	of	ADP
ahmr-919	271	10	pensions	pension	NOUN
ahmr-919	271	11	on	on	ADP
ahmr-919	271	12	poor	poor	ADJ
ahmr-919	271	13	households	household	NOUN
ahmr-919	271	14	in	in	ADP
ahmr-919	271	15	brazil	brazil	PROPN
ahmr-919	271	16	.	.	PUNCT
ahmr-919	272	1	development	development	NOUN
ahmr-919	272	2	and	and	CCONJ
ahmr-919	272	3	change	change	VERB
ahmr-919	272	4	37(5	37(5	NUM
ahmr-919	272	5	):	):	PUNCT
ahmr-919	272	6	969995	969995	NUM
ahmr-919	272	7	.	.	PUNCT
ahmr-919	273	1	mckenzie	mckenzie	PROPN
ahmr-919	273	2	,	,	PUNCT
ahmr-919	273	3	d.	d.	PROPN
ahmr-919	273	4	and	and	CCONJ
ahmr-919	273	5	sasin	sasin	PROPN
ahmr-919	273	6	,	,	PUNCT
ahmr-919	273	7	m.j	m.j	PROPN
ahmr-919	273	8	.	.	PROPN
ahmr-919	273	9	2007	2007	NUM
ahmr-919	273	10	.	.	PUNCT
ahmr-919	274	1	migration	migration	NOUN
ahmr-919	274	2	,	,	PUNCT
ahmr-919	274	3	remittances	remittance	NOUN
ahmr-919	274	4	,	,	PUNCT
ahmr-919	274	5	poverty	poverty	NOUN
ahmr-919	274	6	,	,	PUNCT
ahmr-919	274	7	and	and	CCONJ
ahmr-919	274	8	human	human	ADJ
ahmr-919	274	9	capital	capital	NOUN
ahmr-919	274	10	:	:	PUNCT
ahmr-919	274	11	conceptual	conceptual	ADJ
ahmr-919	274	12	and	and	CCONJ
ahmr-919	274	13	empirical	empirical	ADJ
ahmr-919	274	14	challenges	challenge	NOUN
ahmr-919	274	15	.	.	PUNCT
ahmr-919	275	1	world	world	NOUN
ahmr-919	275	2	bank	bank	PROPN
ahmr-919	275	3	policy	policy	NOUN
ahmr-919	275	4	research	research	NOUN
ahmr-919	275	5	working	working	NOUN
ahmr-919	275	6	paper	paper	NOUN
ahmr-919	275	7	4272	4272	NUM
ahmr-919	275	8	.	.	PUNCT
ahmr-919	276	1	ahmr	ahmr	NOUN
ahmr-919	276	2	,	,	PUNCT
ahmr-919	276	3	vol.3	vol.3	PROPN
ahmr-919	276	4	no1	no1	PROPN
ahmr-919	276	5	,	,	PUNCT
ahmr-919	276	6	january	january	PROPN
ahmr-919	276	7	-	-	PUNCT
ahmr-919	276	8	april	april	PROPN
ahmr-919	276	9	2017	2017	NUM
ahmr-919	276	10	749	749	NUM
ahmr-919	276	11	mensah	mensah	NOUN
ahmr-919	276	12	,	,	PUNCT
ahmr-919	276	13	j.	j.	PROPN
ahmr-919	276	14	oppong	oppong	PROPN
ahmr-919	276	15	,	,	PUNCT
ahmr-919	276	16	j.r	j.r	PROPN
ahmr-919	276	17	.	.	PROPN
ahmr-919	276	18	and	and	CCONJ
ahmr-919	276	19	schmidt	schmidt	PROPN
ahmr-919	276	20	,	,	PUNCT
ahmr-919	276	21	c.m	c.m	PROPN
ahmr-919	276	22	.	.	PROPN
ahmr-919	276	23	2010	2010	NUM
ahmr-919	276	24	.	.	PUNCT
ahmr-919	277	1	ghana	ghana	PROPN
ahmr-919	277	2	’s	’s	PART
ahmr-919	277	3	national	national	PROPN
ahmr-919	277	4	health	health	PROPN
ahmr-919	277	5	insurance	insurance	NOUN
ahmr-919	277	6	scheme	scheme	NOUN
ahmr-919	277	7	in	in	ADP
ahmr-919	277	8	the	the	DET
ahmr-919	277	9	context	context	NOUN
ahmr-919	277	10	of	of	ADP
ahmr-919	277	11	the	the	DET
ahmr-919	277	12	health	health	NOUN
ahmr-919	277	13	mdgs	mdgs	NOUN
ahmr-919	277	14	:	:	PUNCT
ahmr-919	277	15	an	an	DET
ahmr-919	277	16	empirical	empirical	ADJ
ahmr-919	277	17	evaluation	evaluation	NOUN
ahmr-919	277	18	using	use	VERB
ahmr-919	277	19	propensity	propensity	NOUN
ahmr-919	277	20	score	score	NOUN
ahmr-919	277	21	matching	matching	NOUN
ahmr-919	277	22	.	.	PUNCT
ahmr-919	278	1	health	health	NOUN
ahmr-919	278	2	economics	economic	NOUN
ahmr-919	278	3	,	,	PUNCT
ahmr-919	278	4	19	19	NUM
ahmr-919	278	5	:	:	SYM
ahmr-919	278	6	95	95	NUM
ahmr-919	278	7	-	-	SYM
ahmr-919	278	8	106	106	NUM
ahmr-919	278	9	.	.	PUNCT
ahmr-919	279	1	moffitt	moffitt	PROPN
ahmr-919	279	2	,	,	PUNCT
ahmr-919	279	3	r.	r.	PROPN
ahmr-919	279	4	1991	1991	NUM
ahmr-919	279	5	.	.	PUNCT
ahmr-919	280	1	program	program	NOUN
ahmr-919	280	2	evaluation	evaluation	NOUN
ahmr-919	280	3	with	with	ADP
ahmr-919	280	4	non	non	ADJ
ahmr-919	280	5	-	-	ADJ
ahmr-919	280	6	experimental	experimental	ADJ
ahmr-919	280	7	data	datum	NOUN
ahmr-919	280	8	.	.	PUNCT
ahmr-919	281	1	evaluation	evaluation	NOUN
ahmr-919	281	2	review	review	NOUN
ahmr-919	281	3	,	,	PUNCT
ahmr-919	281	4	15(3	15(3	NUM
ahmr-919	281	5	):	):	PUNCT
ahmr-919	281	6	291	291	NUM
ahmr-919	281	7	-	-	SYM
ahmr-919	281	8	314	314	NUM
ahmr-919	281	9	.	.	PUNCT
ahmr-919	282	1	molyaneth	molyaneth	PROPN
ahmr-919	282	2	,	,	PUNCT
ahmr-919	282	3	h.	h.	PROPN
ahmr-919	282	4	2012	2012	NUM
ahmr-919	282	5	.	.	PUNCT
ahmr-919	283	1	revisiting	revisit	VERB
ahmr-919	283	2	poverty	poverty	NOUN
ahmr-919	283	3	-	-	PUNCT
ahmr-919	283	4	migration	migration	NOUN
ahmr-919	283	5	nexus	nexus	NOUN
ahmr-919	283	6	:	:	PUNCT
ahmr-919	283	7	causes	cause	NOUN
ahmr-919	283	8	and	and	CCONJ
ahmr-919	283	9	effects	effect	NOUN
ahmr-919	283	10	of	of	ADP
ahmr-919	283	11	cambodia	cambodia	PROPN
ahmr-919	283	12	-	-	PUNCT
ahmr-919	283	13	thailand	thailand	PROPN
ahmr-919	283	14	cross	cross	ADJ
ahmr-919	283	15	-	-	ADJ
ahmr-919	283	16	border	border	ADJ
ahmr-919	283	17	migration	migration	NOUN
ahmr-919	283	18	.	.	PUNCT
ahmr-919	284	1	phd	phd	NOUN
ahmr-919	284	2	thesis	thesis	PROPN
ahmr-919	284	3	,	,	PUNCT
ahmr-919	284	4	nagoya	nagoya	PROPN
ahmr-919	284	5	university	university	PROPN
ahmr-919	284	6	.	.	PUNCT
ahmr-919	285	1	nwaru	nwaru	PROPN
ahmr-919	285	2	,	,	PUNCT
ahmr-919	285	3	j.	j.	PROPN
ahmr-919	285	4	iheke	iheke	PROPN
ahmr-919	285	5	,	,	PUNCT
ahmr-919	285	6	c.	c.	PROPN
ahmr-919	285	7	,	,	PUNCT
ahmr-919	285	8	onwuchekwa	onwuchekwa	PROPN
ahmr-919	285	9	,	,	PUNCT
ahmr-919	285	10	r.	r.	PROPN
ahmr-919	285	11	and	and	CCONJ
ahmr-919	285	12	onyenweaku	onyenweaku	PROPN
ahmr-919	285	13	,	,	PUNCT
ahmr-919	285	14	c.e	c.e	PROPN
ahmr-919	285	15	.	.	PROPN
ahmr-919	285	16	2011	2011	NUM
ahmr-919	285	17	.	.	PUNCT
ahmr-919	286	1	impact	impact	NOUN
ahmr-919	286	2	of	of	ADP
ahmr-919	286	3	migrant	migrant	ADJ
ahmr-919	286	4	remittances	remittance	NOUN
ahmr-919	286	5	on	on	ADP
ahmr-919	286	6	the	the	DET
ahmr-919	286	7	welfare	welfare	NOUN
ahmr-919	286	8	of	of	ADP
ahmr-919	286	9	arable	arable	ADJ
ahmr-919	286	10	crop	crop	NOUN
ahmr-919	286	11	farm	farm	NOUN
ahmr-919	286	12	households	household	NOUN
ahmr-919	286	13	in	in	ADP
ahmr-919	286	14	south	south	PROPN
ahmr-919	286	15	eastern	eastern	PROPN
ahmr-919	286	16	nigeria	nigeria	PROPN
ahmr-919	286	17	.	.	PUNCT
ahmr-919	287	1	human	human	ADJ
ahmr-919	287	2	ecology	ecology	PROPN
ahmr-919	287	3	review	review	NOUN
ahmr-919	287	4	,	,	PUNCT
ahmr-919	287	5	18(2	18(2	NUM
ahmr-919	287	6	)	)	PUNCT
ahmr-919	287	7	.	.	PUNCT
ahmr-919	288	1	quartey	quartey	PROPN
ahmr-919	288	2	,	,	PUNCT
ahmr-919	288	3	p.	p.	NOUN
ahmr-919	288	4	2006	2006	NUM
ahmr-919	288	5	.	.	PUNCT
ahmr-919	289	1	the	the	DET
ahmr-919	289	2	impact	impact	NOUN
ahmr-919	289	3	of	of	ADP
ahmr-919	289	4	migrant	migrant	ADJ
ahmr-919	289	5	remittances	remittance	NOUN
ahmr-919	289	6	on	on	ADP
ahmr-919	289	7	household	household	NOUN
ahmr-919	289	8	welfare	welfare	NOUN
ahmr-919	289	9	in	in	ADP
ahmr-919	289	10	ghana	ghana	PROPN
ahmr-919	289	11	.	.	PUNCT
ahmr-919	290	1	research	research	NOUN
ahmr-919	290	2	paper	paper	PROPN
ahmr-919	290	3	158	158	NUM
ahmr-919	290	4	,	,	PUNCT
ahmr-919	290	5	aerc	aerc	NOUN
ahmr-919	290	6	.	.	PUNCT
ahmr-919	291	1	ravallion	ravallion	NOUN
ahmr-919	291	2	,	,	PUNCT
ahmr-919	291	3	m.	m.	NOUN
ahmr-919	291	4	2001	2001	NUM
ahmr-919	291	5	.	.	PUNCT
ahmr-919	292	1	the	the	DET
ahmr-919	292	2	mystery	mystery	NOUN
ahmr-919	292	3	of	of	ADP
ahmr-919	292	4	the	the	DET
ahmr-919	292	5	vanishing	vanish	VERB
ahmr-919	292	6	benefits	benefit	NOUN
ahmr-919	292	7	:	:	PUNCT
ahmr-919	292	8	an	an	DET
ahmr-919	292	9	introduction	introduction	NOUN
ahmr-919	292	10	to	to	PART
ahmr-919	292	11	impact	impact	NOUN
ahmr-919	292	12	evaluation	evaluation	NOUN
ahmr-919	292	13	.	.	PUNCT
ahmr-919	293	1	the	the	DET
ahmr-919	293	2	world	world	PROPN
ahmr-919	293	3	bank	bank	PROPN
ahmr-919	293	4	economic	economic	PROPN
ahmr-919	293	5	review	review	PROPN
ahmr-919	293	6	,	,	PUNCT
ahmr-919	293	7	15(1	15(1	NUM
ahmr-919	293	8	):	):	PUNCT
ahmr-919	293	9	115	115	NUM
ahmr-919	293	10	-	-	SYM
ahmr-919	293	11	140	140	NUM
ahmr-919	293	12	.	.	PUNCT
ahmr-919	294	1	richter	richter	PROPN
ahmr-919	294	2	,	,	PUNCT
ahmr-919	294	3	s.	s.	PROPN
ahmr-919	294	4	and	and	CCONJ
ahmr-919	294	5	taylor	taylor	PROPN
ahmr-919	294	6	,	,	PUNCT
ahmr-919	294	7	j.e	j.e	PROPN
ahmr-919	294	8	.	.	PROPN
ahmr-919	294	9	2006	2006	NUM
ahmr-919	294	10	.	.	PUNCT
ahmr-919	295	1	gender	gender	NOUN
ahmr-919	295	2	and	and	CCONJ
ahmr-919	295	3	determinants	determinant	NOUN
ahmr-919	295	4	of	of	ADP
ahmr-919	295	5	international	international	ADJ
ahmr-919	295	6	migration	migration	NOUN
ahmr-919	295	7	from	from	ADP
ahmr-919	295	8	rural	rural	ADJ
ahmr-919	295	9	mexico	mexico	PROPN
ahmr-919	295	10	over	over	ADP
ahmr-919	295	11	time	time	NOUN
ahmr-919	295	12	.	.	PUNCT
ahmr-919	296	1	<	<	X
ahmr-919	296	2	http://bit.ly/2o9qzna	http://bit.ly/2o9qzna	NOUN
ahmr-919	296	3	>	>	X
ahmr-919	296	4	(	(	PUNCT
ahmr-919	296	5	retrieved	retrieve	VERB
ahmr-919	296	6	17	17	NUM
ahmr-919	296	7	march	march	NOUN
ahmr-919	296	8	2017	2017	NUM
ahmr-919	296	9	)	)	PUNCT
ahmr-919	296	10	.	.	PUNCT
ahmr-919	297	1	rosenbaum	rosenbaum	PROPN
ahmr-919	297	2	,	,	PUNCT
ahmr-919	297	3	p.r	p.r	PROPN
ahmr-919	297	4	.	.	PROPN
ahmr-919	297	5	and	and	CCONJ
ahmr-919	297	6	rubin	rubin	PROPN
ahmr-919	297	7	,	,	PUNCT
ahmr-919	297	8	d.b	d.b	PROPN
ahmr-919	297	9	.	.	PROPN
ahmr-919	297	10	1983	1983	NUM
ahmr-919	297	11	.	.	PUNCT
ahmr-919	298	1	the	the	DET
ahmr-919	298	2	central	central	ADJ
ahmr-919	298	3	role	role	NOUN
ahmr-919	298	4	of	of	ADP
ahmr-919	298	5	the	the	DET
ahmr-919	298	6	propensity	propensity	NOUN
ahmr-919	298	7	score	score	NOUN
ahmr-919	298	8	in	in	ADP
ahmr-919	298	9	observational	observational	ADJ
ahmr-919	298	10	studies	study	NOUN
ahmr-919	298	11	for	for	ADP
ahmr-919	298	12	causal	causal	ADJ
ahmr-919	298	13	effects	effect	NOUN
ahmr-919	298	14	.	.	PUNCT
ahmr-919	299	1	biometrika	biometrika	NOUN
ahmr-919	299	2	70(1	70(1	PROPN
ahmr-919	299	3	):	):	PUNCT
ahmr-919	299	4	41	41	NUM
ahmr-919	299	5	-	-	SYM
ahmr-919	299	6	55	55	NUM
ahmr-919	299	7	.	.	PUNCT
ahmr-919	300	1	sahn	sahn	PROPN
ahmr-919	300	2	,	,	PUNCT
ahmr-919	300	3	e.	e.	PROPN
ahmr-919	300	4	d.	d.	PROPN
ahmr-919	300	5	and	and	CCONJ
ahmr-919	300	6	alderman	alderman	PROPN
ahmr-919	300	7	,	,	PUNCT
ahmr-919	300	8	h.	h.	PROPN
ahmr-919	300	9	1996	1996	NUM
ahmr-919	300	10	.	.	PUNCT
ahmr-919	301	1	the	the	DET
ahmr-919	301	2	effect	effect	NOUN
ahmr-919	301	3	of	of	ADP
ahmr-919	301	4	food	food	NOUN
ahmr-919	301	5	subsidies	subsidy	NOUN
ahmr-919	301	6	on	on	ADP
ahmr-919	301	7	labor	labor	NOUN
ahmr-919	301	8	supply	supply	NOUN
ahmr-919	301	9	in	in	ADP
ahmr-919	301	10	sri	sri	PROPN
ahmr-919	301	11	lanka	lanka	PROPN
ahmr-919	301	12	.	.	PUNCT
ahmr-919	302	1	economic	economic	ADJ
ahmr-919	302	2	development	development	NOUN
ahmr-919	302	3	and	and	CCONJ
ahmr-919	302	4	cultural	cultural	ADJ
ahmr-919	302	5	change	change	NOUN
ahmr-919	302	6	,	,	PUNCT
ahmr-919	302	7	45(1	45(1	NOUN
ahmr-919	302	8	)	)	PUNCT
ahmr-919	302	9	,	,	PUNCT
ahmr-919	302	10	125145	125145	NUM
ahmr-919	302	11	.	.	PUNCT
ahmr-919	303	1	sakiru	sakiru	PROPN
ahmr-919	303	2	,	,	PUNCT
ahmr-919	303	3	o.a	o.a	PROPN
ahmr-919	303	4	.	.	PROPN
ahmr-919	303	5	2013	2013	NUM
ahmr-919	303	6	.	.	PUNCT
ahmr-919	304	1	profiles	profile	NOUN
ahmr-919	304	2	and	and	CCONJ
ahmr-919	304	3	determinants	determinant	NOUN
ahmr-919	304	4	of	of	ADP
ahmr-919	304	5	poverty	poverty	NOUN
ahmr-919	304	6	among	among	ADP
ahmr-919	304	7	urban	urban	ADJ
ahmr-919	304	8	households	household	NOUN
ahmr-919	304	9	in	in	ADP
ahmr-919	304	10	south	south	NOUN
ahmr-919	304	11	-	-	PUNCT
ahmr-919	304	12	west	west	PROPN
ahmr-919	304	13	nigeria	nigeria	PROPN
ahmr-919	304	14	.	.	PUNCT
ahmr-919	305	1	american	american	PROPN
ahmr-919	305	2	journal	journal	PROPN
ahmr-919	305	3	of	of	ADP
ahmr-919	305	4	economics	economic	NOUN
ahmr-919	305	5	.	.	PUNCT
ahmr-919	306	1	3(6	3(6	PROPN
ahmr-919	306	2	):	):	PUNCT
ahmr-919	306	3	322329	322329	NUM
ahmr-919	306	4	.	.	PUNCT
ahmr-919	307	1	sianesi	sianesi	PROPN
ahmr-919	307	2	,	,	PUNCT
ahmr-919	307	3	b.	b.	PROPN
ahmr-919	307	4	2004	2004	NUM
ahmr-919	307	5	.	.	PUNCT
ahmr-919	308	1	evaluation	evaluation	NOUN
ahmr-919	308	2	of	of	ADP
ahmr-919	308	3	the	the	DET
ahmr-919	308	4	active	active	ADJ
ahmr-919	308	5	labour	labour	NOUN
ahmr-919	308	6	market	market	NOUN
ahmr-919	308	7	programmes	programme	NOUN
ahmr-919	308	8	in	in	ADP
ahmr-919	308	9	sweden	sweden	PROPN
ahmr-919	308	10	.	.	PUNCT
ahmr-919	309	1	the	the	DET
ahmr-919	309	2	review	review	NOUN
ahmr-919	309	3	of	of	ADP
ahmr-919	309	4	economics	economic	NOUN
ahmr-919	309	5	and	and	CCONJ
ahmr-919	309	6	statistics	statistic	NOUN
ahmr-919	309	7	,	,	PUNCT
ahmr-919	309	8	86(1	86(1	PROPN
ahmr-919	309	9	):	):	PUNCT
ahmr-919	309	10	133	133	NUM
ahmr-919	309	11	-	-	SYM
ahmr-919	309	12	155	155	NUM
ahmr-919	309	13	.	.	PUNCT
ahmr-919	309	14	sundari	sundari	PROPN
ahmr-919	309	15	,	,	PUNCT
ahmr-919	309	16	s.	s.	PROPN
ahmr-919	309	17	2003	2003	NUM
ahmr-919	309	18	.	.	PUNCT
ahmr-919	310	1	quality	quality	NOUN
ahmr-919	310	2	of	of	ADP
ahmr-919	310	3	life	life	NOUN
ahmr-919	310	4	of	of	ADP
ahmr-919	310	5	migrant	migrant	ADJ
ahmr-919	310	6	households	household	NOUN
ahmr-919	310	7	in	in	ADP
ahmr-919	310	8	urban	urban	ADJ
ahmr-919	310	9	slums	slum	NOUN
ahmr-919	310	10	.	.	PUNCT
ahmr-919	311	1	in	in	ADP
ahmr-919	311	2	:	:	PUNCT
ahmr-919	311	3	martin	martin	PROPN
ahmr-919	311	4	,	,	PUNCT
ahmr-919	311	5	j.	j.	PROPN
ahmr-919	311	6	,	,	PUNCT
ahmr-919	311	7	bunch	bunch	NOUN
ahmr-919	311	8	,	,	PUNCT
ahmr-919	311	9	v.	v.	PROPN
ahmr-919	311	10	,	,	PUNCT
ahmr-919	311	11	suresh	suresh	PROPN
ahmr-919	311	12	,	,	PUNCT
ahmr-919	311	13	m.	m.	NOUN
ahmr-919	311	14	and	and	CCONJ
ahmr-919	311	15	vasantha	vasantha	PROPN
ahmr-919	311	16	kumaran	kumaran	PROPN
ahmr-919	311	17	,	,	PUNCT
ahmr-919	311	18	t.	t.	PROPN
ahmr-919	311	19	(	(	PUNCT
ahmr-919	311	20	eds	eds	PROPN
ahmr-919	311	21	.	.	PUNCT
ahmr-919	311	22	)	)	PUNCT
ahmr-919	311	23	.	.	PUNCT
ahmr-919	312	1	proceedings	proceeding	NOUN
ahmr-919	312	2	of	of	ADP
ahmr-919	312	3	the	the	DET
ahmr-919	312	4	third	third	ADJ
ahmr-919	312	5	international	international	ADJ
ahmr-919	312	6	conference	conference	NOUN
ahmr-919	312	7	on	on	ADP
ahmr-919	312	8	environment	environment	NOUN
ahmr-919	312	9	and	and	CCONJ
ahmr-919	312	10	health	health	NOUN
ahmr-919	312	11	,	,	PUNCT
ahmr-919	312	12	chennai	chennai	PROPN
ahmr-919	312	13	,	,	PUNCT
ahmr-919	312	14	india	india	PROPN
ahmr-919	312	15	.	.	PUNCT
ahmr-919	313	1	pp	pp	ADJ
ahmr-919	313	2	.	.	PUNCT
ahmr-919	314	1	537	537	NUM
ahmr-919	314	2	-	-	SYM
ahmr-919	314	3	552	552	NUM
ahmr-919	314	4	.	.	PUNCT
ahmr-919	314	5	world	world	PROPN
ahmr-919	314	6	bank	bank	PROPN
ahmr-919	314	7	2007	2007	NUM
ahmr-919	314	8	.	.	PUNCT
ahmr-919	315	1	impact	impact	NOUN
ahmr-919	315	2	evaluation	evaluation	NOUN
ahmr-919	315	3	.	.	PUNCT
ahmr-919	316	1	<	<	X
ahmr-919	316	2	http://bit.ly/2o9ofg9	http://bit.ly/2o9ofg9	X
ahmr-919	316	3	>	>	X
ahmr-919	316	4	(	(	PUNCT
ahmr-919	316	5	retrieved	retrieve	VERB
ahmr-919	316	6	17	17	NUM
ahmr-919	316	7	march	march	NOUN
ahmr-919	316	8	2017	2017	NUM
ahmr-919	316	9	)	)	PUNCT
ahmr-919	316	10	.	.	PUNCT
ahmr-919	317	1	http://bit.ly/2o9ofg9	http://bit.ly/2o9ofg9	NOUN
ahmr-919	317	2	ahmr	ahmr	NOUN
ahmr-919	317	3	,	,	PUNCT
ahmr-919	317	4	vol.3	vol.3	PROPN
ahmr-919	317	5	no1	no1	PROPN
ahmr-919	317	6	,	,	PUNCT
ahmr-919	317	7	january	january	PROPN
ahmr-919	317	8	-	-	PUNCT
ahmr-919	317	9	april	april	PROPN
ahmr-919	317	10	2017	2017	NUM
ahmr-919	317	11	750	750	NUM
ahmr-919	317	12	world	world	NOUN
ahmr-919	317	13	bank	bank	PROPN
ahmr-919	317	14	2008	2008	NUM
ahmr-919	317	15	.	.	PUNCT
ahmr-919	318	1	world	world	PROPN
ahmr-919	318	2	development	development	PROPN
ahmr-919	318	3	report	report	PROPN
ahmr-919	318	4	2009	2009	NUM
ahmr-919	318	5	:	:	PUNCT
ahmr-919	318	6	reshaping	reshape	VERB
ahmr-919	318	7	economic	economic	ADJ
ahmr-919	318	8	geography	geography	NOUN
ahmr-919	318	9	.	.	PUNCT
ahmr-919	319	1	washington	washington	PROPN
ahmr-919	319	2	,	,	PUNCT
ahmr-919	319	3	dc	dc	PROPN
ahmr-919	319	4	:	:	PUNCT
ahmr-919	319	5	world	world	PROPN
ahmr-919	319	6	bank	bank	PROPN
ahmr-919	319	7	.	.	PUNCT
ahmr-919	320	1	xiang	xiang	PROPN
ahmr-919	320	2	,	,	PUNCT
ahmr-919	320	3	b.	b.	PROPN
ahmr-919	320	4	2007	2007	NUM
ahmr-919	320	5	.	.	PUNCT
ahmr-919	321	1	how	how	SCONJ
ahmr-919	321	2	far	far	ADV
ahmr-919	321	3	are	be	AUX
ahmr-919	321	4	the	the	DET
ahmr-919	321	5	left	leave	VERB
ahmr-919	321	6	-	-	PUNCT
ahmr-919	321	7	behind	behind	NOUN
ahmr-919	321	8	left	leave	VERB
ahmr-919	321	9	behind	behind	ADV
ahmr-919	321	10	?	?	PUNCT
ahmr-919	322	1	a	a	DET
ahmr-919	322	2	preliminary	preliminary	ADJ
ahmr-919	322	3	study	study	NOUN
ahmr-919	322	4	in	in	ADP
ahmr-919	322	5	rural	rural	ADJ
ahmr-919	322	6	china	china	PROPN
ahmr-919	322	7	.	.	PUNCT
ahmr-919	323	1	population	population	NOUN
ahmr-919	323	2	,	,	PUNCT
ahmr-919	323	3	space	space	NOUN
ahmr-919	323	4	and	and	CCONJ
ahmr-919	323	5	place	place	NOUN
ahmr-919	323	6	,	,	PUNCT
ahmr-919	323	7	13:179	13:179	NUM
ahmr-919	323	8	-	-	SYM
ahmr-919	323	9	191	191	NUM
ahmr-919	323	10	.	.	PUNCT
ahmr-919	324	1	xin	xin	PROPN
ahmr-919	324	2	,	,	PUNCT
ahmr-919	324	3	m.	m.	NOUN
ahmr-919	324	4	and	and	CCONJ
ahmr-919	324	5	chikako	chikako	NOUN
ahmr-919	324	6	,	,	PUNCT
ahmr-919	324	7	y.	y.	NOUN
ahmr-919	324	8	2015	2015	NUM
ahmr-919	324	9	.	.	PUNCT
ahmr-919	325	1	children	child	NOUN
ahmr-919	325	2	of	of	ADP
ahmr-919	325	3	migrants	migrant	NOUN
ahmr-919	325	4	:	:	PUNCT
ahmr-919	325	5	the	the	DET
ahmr-919	325	6	impact	impact	NOUN
ahmr-919	325	7	of	of	ADP
ahmr-919	325	8	parental	parental	ADJ
ahmr-919	325	9	migration	migration	NOUN
ahmr-919	325	10	on	on	ADP
ahmr-919	325	11	their	their	PRON
ahmr-919	325	12	children	child	NOUN
ahmr-919	325	13	’s	’s	PART
ahmr-919	325	14	education	education	NOUN
ahmr-919	325	15	and	and	CCONJ
ahmr-919	325	16	health	health	NOUN
ahmr-919	325	17	outcome	outcome	NOUN
ahmr-919	325	18	.	.	PUNCT
ahmr-919	326	1	iza	iza	PROPN
ahmr-919	326	2	discussion	discussion	PROPN
ahmr-919	326	3	paper	paper	NOUN
ahmr-919	326	4	,	,	PUNCT
ahmr-919	326	5	no	no	INTJ
ahmr-919	326	6	.	.	NOUN
ahmr-919	327	1	9165	9165	NUM
ahmr-919	327	2	.	.	PUNCT
ahmr-919	328	1	yang	yang	PROPN
ahmr-919	328	2	,	,	PUNCT
ahmr-919	328	3	d.	d.	PROPN
ahmr-919	328	4	2005	2005	NUM
ahmr-919	328	5	.	.	PUNCT
ahmr-919	329	1	international	international	ADJ
ahmr-919	329	2	migration	migration	NOUN
ahmr-919	329	3	,	,	PUNCT
ahmr-919	329	4	human	human	ADJ
ahmr-919	329	5	capital	capital	NOUN
ahmr-919	329	6	and	and	CCONJ
ahmr-919	329	7	entrepreneurship	entrepreneurship	NOUN
ahmr-919	329	8	:	:	PUNCT
ahmr-919	329	9	evidence	evidence	NOUN
ahmr-919	329	10	from	from	ADP
ahmr-919	329	11	philippine	philippine	PROPN
ahmr-919	329	12	migration‘s	migration‘s	PROPN
ahmr-919	329	13	exchange	exchange	NOUN
ahmr-919	329	14	rate	rate	NOUN
ahmr-919	329	15	shocks	shock	NOUN
ahmr-919	329	16	.	.	PUNCT
ahmr-919	330	1	policy	policy	NOUN
ahmr-919	330	2	research	research	NOUN
ahmr-919	330	3	working	working	NOUN
ahmr-919	330	4	paper	paper	NOUN
ahmr-919	330	5	,	,	PUNCT
ahmr-919	330	6	world	world	PROPN
ahmr-919	330	7	bank	bank	PROPN
ahmr-919	330	8	.	.	PUNCT