id	sid	tid	token	lemma	pos
ahmr-732	1	1	78	78	NUM
ahmr-732	1	2	the	the	DET
ahmr-732	1	3	impact	impact	NOUN
ahmr-732	1	4	of	of	ADP
ahmr-732	1	5	remittance	remittance	NOUN
ahmr-732	1	6	on	on	ADP
ahmr-732	1	7	poverty	poverty	NOUN
ahmr-732	1	8	:	:	PUNCT
ahmr-732	1	9	evidence	evidence	NOUN
ahmr-732	1	10	from	from	ADP
ahmr-732	1	11	the	the	DET
ahmr-732	1	12	south	south	ADJ
ahmr-732	1	13	african	african	ADJ
ahmr-732	1	14	national	national	ADJ
ahmr-732	1	15	income	income	NOUN
ahmr-732	1	16	dynamics	dynamic	NOUN
ahmr-732	1	17	study	study	NOUN
ahmr-732	1	18	(	(	PUNCT
ahmr-732	1	19	nids	nid	NOUN
ahmr-732	1	20	)	)	PUNCT
ahmr-732	1	21	seyfe	seyfe	PROPN
ahmr-732	1	22	wurku	wurku	PROPN
ahmr-732	1	23	&	&	CCONJ
ahmr-732	1	24	joyce	joyce	PROPN
ahmr-732	1	25	marangu	marangu	PROPN
ahmr-732	1	26			NOUN
ahmr-732	1	27	abstract	abstract	ADV
ahmr-732	1	28	the	the	DET
ahmr-732	1	29	study	study	NOUN
ahmr-732	1	30	uses	use	VERB
ahmr-732	1	31	two	two	NUM
ahmr-732	1	32	approaches	approach	NOUN
ahmr-732	1	33	to	to	PART
ahmr-732	1	34	assess	assess	VERB
ahmr-732	1	35	the	the	DET
ahmr-732	1	36	impact	impact	NOUN
ahmr-732	1	37	of	of	ADP
ahmr-732	1	38	remittance	remittance	NOUN
ahmr-732	1	39	on	on	ADP
ahmr-732	1	40	poverty	poverty	NOUN
ahmr-732	1	41	in	in	ADP
ahmr-732	1	42	south	south	PROPN
ahmr-732	1	43	africa	africa	PROPN
ahmr-732	1	44	.	.	PUNCT
ahmr-732	2	1	the	the	DET
ahmr-732	2	2	first	first	ADJ
ahmr-732	2	3	approach	approach	NOUN
ahmr-732	2	4	compares	compare	VERB
ahmr-732	2	5	the	the	DET
ahmr-732	2	6	level	level	NOUN
ahmr-732	2	7	of	of	ADP
ahmr-732	2	8	poverty	poverty	NOUN
ahmr-732	2	9	between	between	ADP
ahmr-732	2	10	remittance	remittance	NOUN
ahmr-732	2	11	receiving	receive	VERB
ahmr-732	2	12	households	household	NOUN
ahmr-732	2	13	and	and	CCONJ
ahmr-732	2	14	non	non	ADJ
ahmr-732	2	15	-	-	ADJ
ahmr-732	2	16	receiving	receiving	ADJ
ahmr-732	2	17	households	household	NOUN
ahmr-732	2	18	using	use	VERB
ahmr-732	2	19	the	the	DET
ahmr-732	2	20	fgt	fgt	PROPN
ahmr-732	2	21	index	index	NOUN
ahmr-732	2	22	.	.	PUNCT
ahmr-732	3	1	the	the	DET
ahmr-732	3	2	second	second	ADJ
ahmr-732	3	3	approach	approach	NOUN
ahmr-732	3	4	uses	use	VERB
ahmr-732	3	5	the	the	DET
ahmr-732	3	6	logit	logit	PROPN
ahmr-732	3	7	regression	regression	NOUN
ahmr-732	3	8	model	model	NOUN
ahmr-732	3	9	to	to	PART
ahmr-732	3	10	estimate	estimate	VERB
ahmr-732	3	11	how	how	SCONJ
ahmr-732	3	12	remittance	remittance	NOUN
ahmr-732	3	13	determines	determine	VERB
ahmr-732	3	14	the	the	DET
ahmr-732	3	15	probability	probability	NOUN
ahmr-732	3	16	of	of	ADP
ahmr-732	3	17	falling	fall	VERB
ahmr-732	3	18	into	into	ADP
ahmr-732	3	19	a	a	DET
ahmr-732	3	20	state	state	NOUN
ahmr-732	3	21	of	of	ADP
ahmr-732	3	22	poverty	poverty	NOUN
ahmr-732	3	23	.	.	PUNCT
ahmr-732	4	1	the	the	DET
ahmr-732	4	2	findings	finding	NOUN
ahmr-732	4	3	show	show	VERB
ahmr-732	4	4	that	that	SCONJ
ahmr-732	4	5	remittance	remittance	NOUN
ahmr-732	4	6	non	non	ADJ
ahmr-732	4	7	-	-	ADJ
ahmr-732	4	8	receiving	receiving	ADJ
ahmr-732	4	9	households	household	NOUN
ahmr-732	4	10	have	have	VERB
ahmr-732	4	11	a	a	DET
ahmr-732	4	12	higher	high	ADJ
ahmr-732	4	13	head	head	NOUN
ahmr-732	4	14	count	count	NOUN
ahmr-732	4	15	ratio	ratio	NOUN
ahmr-732	4	16	compared	compare	VERB
ahmr-732	4	17	to	to	ADP
ahmr-732	4	18	remittance	remittance	NOUN
ahmr-732	4	19	receiving	receive	VERB
ahmr-732	4	20	households	household	NOUN
ahmr-732	4	21	.	.	PUNCT
ahmr-732	5	1	the	the	DET
ahmr-732	5	2	probability	probability	NOUN
ahmr-732	5	3	of	of	ADP
ahmr-732	5	4	remittance	remittance	NOUN
ahmr-732	5	5	non	non	ADJ
ahmr-732	5	6	-	-	ADJ
ahmr-732	5	7	receiving	receiving	ADJ
ahmr-732	5	8	households	household	NOUN
ahmr-732	5	9	being	be	AUX
ahmr-732	5	10	in	in	ADP
ahmr-732	5	11	a	a	DET
ahmr-732	5	12	state	state	NOUN
ahmr-732	5	13	of	of	ADP
ahmr-732	5	14	poverty	poverty	NOUN
ahmr-732	5	15	is	be	AUX
ahmr-732	5	16	also	also	ADV
ahmr-732	5	17	higher	high	ADJ
ahmr-732	5	18	than	than	ADP
ahmr-732	5	19	remittance	remittance	NOUN
ahmr-732	5	20	receiving	receive	VERB
ahmr-732	5	21	households	household	NOUN
ahmr-732	5	22	.	.	PUNCT
ahmr-732	6	1	whereas	whereas	SCONJ
ahmr-732	6	2	the	the	DET
ahmr-732	6	3	poverty	poverty	NOUN
ahmr-732	6	4	gap	gap	NOUN
ahmr-732	6	5	is	be	AUX
ahmr-732	6	6	higher	high	ADJ
ahmr-732	6	7	for	for	ADP
ahmr-732	6	8	remittance	remittance	NOUN
ahmr-732	6	9	receiving	receive	VERB
ahmr-732	6	10	households	household	NOUN
ahmr-732	6	11	compared	compare	VERB
ahmr-732	6	12	to	to	PART
ahmr-732	6	13	remittance	remittance	VERB
ahmr-732	6	14	non	non	ADJ
ahmr-732	6	15	-	-	ADJ
ahmr-732	6	16	receiving	receiving	ADJ
ahmr-732	6	17	households	household	NOUN
ahmr-732	6	18	,	,	PUNCT
ahmr-732	6	19	both	both	DET
ahmr-732	6	20	groups	group	NOUN
ahmr-732	6	21	of	of	ADP
ahmr-732	6	22	households	household	NOUN
ahmr-732	6	23	have	have	VERB
ahmr-732	6	24	the	the	DET
ahmr-732	6	25	same	same	ADJ
ahmr-732	6	26	poverty	poverty	NOUN
ahmr-732	6	27	severity	severity	NOUN
ahmr-732	6	28	level	level	NOUN
ahmr-732	6	29	.	.	PUNCT
ahmr-732	7	1	keywords	keyword	NOUN
ahmr-732	7	2	:	:	PUNCT
ahmr-732	7	3	migration	migration	NOUN
ahmr-732	7	4	,	,	PUNCT
ahmr-732	7	5	foster	foster	NOUN
ahmr-732	7	6	-	-	PUNCT
ahmr-732	7	7	greer	greer	NOUN
ahmr-732	7	8	-	-	PUNCT
ahmr-732	7	9	thorbecke	thorbecke	NOUN
ahmr-732	7	10	,	,	PUNCT
ahmr-732	7	11	logistic	logistic	ADJ
ahmr-732	7	12	regression	regression	NOUN
ahmr-732	7	13	,	,	PUNCT
ahmr-732	7	14	upper	upper	ADJ
ahmr-732	7	15	bound	bind	VERB
ahmr-732	7	16	poverty	poverty	NOUN
ahmr-732	7	17	line	line	NOUN
ahmr-732	7	18	.	.	PUNCT
ahmr-732	8	1	introduction	introduction	NOUN
ahmr-732	8	2	remittances	remittance	NOUN
ahmr-732	8	3	from	from	ADP
ahmr-732	8	4	migrants	migrant	NOUN
ahmr-732	8	5	have	have	AUX
ahmr-732	8	6	grown	grow	VERB
ahmr-732	8	7	into	into	ADP
ahmr-732	8	8	an	an	DET
ahmr-732	8	9	important	important	ADJ
ahmr-732	8	10	source	source	NOUN
ahmr-732	8	11	of	of	ADP
ahmr-732	8	12	foreign	foreign	ADJ
ahmr-732	8	13	currency	currency	NOUN
ahmr-732	8	14	for	for	ADP
ahmr-732	8	15	developing	develop	VERB
ahmr-732	8	16	countries	country	NOUN
ahmr-732	8	17	across	across	ADP
ahmr-732	8	18	the	the	DET
ahmr-732	8	19	globe	globe	NOUN
ahmr-732	8	20	.	.	PUNCT
ahmr-732	9	1	official	official	ADJ
ahmr-732	9	2	estimates	estimate	NOUN
ahmr-732	9	3	place	place	VERB
ahmr-732	9	4	the	the	DET
ahmr-732	9	5	remittances	remittance	NOUN
ahmr-732	9	6	for	for	ADP
ahmr-732	9	7	developing	develop	VERB
ahmr-732	9	8	countries	country	NOUN
ahmr-732	9	9	at	at	ADP
ahmr-732	9	10	us$	us$	SYM
ahmr-732	9	11	334	334	NUM
ahmr-732	9	12	billion	billion	NUM
ahmr-732	9	13	(	(	PUNCT
ahmr-732	9	14	world	world	PROPN
ahmr-732	9	15	bank	bank	PROPN
ahmr-732	9	16	,	,	PUNCT
ahmr-732	9	17	2010	2010	NUM
ahmr-732	9	18	)	)	PUNCT
ahmr-732	9	19	.	.	PUNCT
ahmr-732	10	1	unrecorded	unrecorded	ADJ
ahmr-732	10	2	remittances	remittance	NOUN
ahmr-732	10	3	are	be	AUX
ahmr-732	10	4	assumed	assume	VERB
ahmr-732	10	5	to	to	PART
ahmr-732	10	6	amount	amount	VERB
ahmr-732	10	7	to	to	ADP
ahmr-732	10	8	more	more	ADJ
ahmr-732	10	9	than	than	ADP
ahmr-732	10	10	50	50	NUM
ahmr-732	10	11	percent	percent	NOUN
ahmr-732	10	12	of	of	ADP
ahmr-732	10	13	the	the	DET
ahmr-732	10	14	official	official	ADJ
ahmr-732	10	15	records	record	NOUN
ahmr-732	10	16	.	.	PUNCT
ahmr-732	11	1	overwhelming	overwhelming	ADJ
ahmr-732	11	2	evidence	evidence	NOUN
ahmr-732	11	3	indicates	indicate	VERB
ahmr-732	11	4	that	that	SCONJ
ahmr-732	11	5	remittances	remittance	NOUN
ahmr-732	11	6	reduce	reduce	VERB
ahmr-732	11	7	poverty	poverty	NOUN
ahmr-732	11	8	.	.	PUNCT
ahmr-732	12	1	this	this	DET
ahmr-732	12	2	paper	paper	NOUN
ahmr-732	12	3	makes	make	VERB
ahmr-732	12	4	use	use	NOUN
ahmr-732	12	5	of	of	ADP
ahmr-732	12	6	the	the	DET
ahmr-732	12	7	south	south	ADJ
ahmr-732	12	8	african	african	ADJ
ahmr-732	12	9	national	national	ADJ
ahmr-732	12	10	income	income	NOUN
ahmr-732	12	11	dynamics	dynamic	NOUN
ahmr-732	12	12	study	study	NOUN
ahmr-732	12	13	,	,	PUNCT
ahmr-732	12	14	2012	2012	NUM
ahmr-732	12	15	to	to	PART
ahmr-732	12	16	determine	determine	VERB
ahmr-732	12	17	the	the	DET
ahmr-732	12	18	impact	impact	NOUN
ahmr-732	12	19	of	of	ADP
ahmr-732	12	20	remittances	remittance	NOUN
ahmr-732	12	21	on	on	ADP
ahmr-732	12	22	poverty	poverty	NOUN
ahmr-732	12	23	in	in	ADP
ahmr-732	12	24	south	south	PROPN
ahmr-732	12	25	africa	africa	PROPN
ahmr-732	12	26	.	.	PUNCT
ahmr-732	13	1	the	the	DET
ahmr-732	13	2	next	next	ADJ
ahmr-732	13	3	section	section	NOUN
ahmr-732	13	4	reviews	review	VERB
ahmr-732	13	5	the	the	DET
ahmr-732	13	6			PROPN
ahmr-732	13	7	development	development	NOUN
ahmr-732	13	8	studies	study	NOUN
ahmr-732	13	9	researchers	researcher	NOUN
ahmr-732	13	10	,	,	PUNCT
ahmr-732	13	11	institute	institute	VERB
ahmr-732	13	12	for	for	ADP
ahmr-732	13	13	social	social	ADJ
ahmr-732	13	14	development	development	NOUN
ahmr-732	13	15	,	,	PUNCT
ahmr-732	13	16	faculty	faculty	NOUN
ahmr-732	13	17	of	of	ADP
ahmr-732	13	18	economic	economic	PROPN
ahmr-732	13	19	&	&	CCONJ
ahmr-732	13	20	management	management	NOUN
ahmr-732	13	21	science	science	NOUN
ahmr-732	13	22	,	,	PUNCT
ahmr-732	13	23	university	university	NOUN
ahmr-732	13	24	of	of	ADP
ahmr-732	13	25	the	the	DET
ahmr-732	13	26	western	western	ADJ
ahmr-732	13	27	cape	cape	NOUN
ahmr-732	13	28	(	(	PUNCT
ahmr-732	13	29	uwc	uwc	PROPN
ahmr-732	13	30	)	)	PUNCT
ahmr-732	13	31	,	,	PUNCT
ahmr-732	13	32	south	south	PROPN
ahmr-732	13	33	africa	africa	PROPN
ahmr-732	13	34	.	.	PUNCT
ahmr-732	14	1	correspondence	correspondence	NOUN
ahmr-732	14	2	address	address	NOUN
ahmr-732	14	3	:	:	PUNCT
ahmr-732	15	1	seyfud22@gmail.com	seyfud22@gmail.com	VERB
ahmr-732	15	2			NOUN
ahmr-732	15	3	development	development	NOUN
ahmr-732	15	4	studies	study	NOUN
ahmr-732	15	5	researchers	researcher	NOUN
ahmr-732	15	6	,	,	PUNCT
ahmr-732	15	7	institute	institute	VERB
ahmr-732	15	8	for	for	ADP
ahmr-732	15	9	social	social	ADJ
ahmr-732	15	10	development	development	NOUN
ahmr-732	15	11	,	,	PUNCT
ahmr-732	15	12	faculty	faculty	NOUN
ahmr-732	15	13	of	of	ADP
ahmr-732	15	14	economic	economic	PROPN
ahmr-732	15	15	&	&	CCONJ
ahmr-732	15	16	management	management	NOUN
ahmr-732	15	17	science	science	NOUN
ahmr-732	15	18	,	,	PUNCT
ahmr-732	15	19	university	university	NOUN
ahmr-732	15	20	of	of	ADP
ahmr-732	15	21	the	the	DET
ahmr-732	15	22	western	western	ADJ
ahmr-732	15	23	cape	cape	NOUN
ahmr-732	15	24	(	(	PUNCT
ahmr-732	15	25	uwc	uwc	PROPN
ahmr-732	15	26	)	)	PUNCT
ahmr-732	15	27	,	,	PUNCT
ahmr-732	15	28	south	south	PROPN
ahmr-732	15	29	africa	africa	PROPN
ahmr-732	15	30	.	.	PUNCT
ahmr-732	16	1	mailto:seyfud22@gmail.com	mailto:seyfud22@gmail.com	PROPN
ahmr-732	16	2	79	79	NUM
ahmr-732	16	3	existing	exist	VERB
ahmr-732	16	4	literature	literature	NOUN
ahmr-732	16	5	on	on	ADP
ahmr-732	16	6	remittances	remittance	NOUN
ahmr-732	16	7	and	and	CCONJ
ahmr-732	16	8	poverty	poverty	NOUN
ahmr-732	16	9	.	.	PUNCT
ahmr-732	17	1	this	this	PRON
ahmr-732	17	2	is	be	AUX
ahmr-732	17	3	followed	follow	VERB
ahmr-732	17	4	by	by	ADP
ahmr-732	17	5	an	an	DET
ahmr-732	17	6	explanation	explanation	NOUN
ahmr-732	17	7	of	of	ADP
ahmr-732	17	8	the	the	DET
ahmr-732	17	9	methodology	methodology	NOUN
ahmr-732	17	10	and	and	CCONJ
ahmr-732	17	11	findings	finding	NOUN
ahmr-732	17	12	of	of	ADP
ahmr-732	17	13	the	the	DET
ahmr-732	17	14	study	study	NOUN
ahmr-732	17	15	.	.	PUNCT
ahmr-732	18	1	finally	finally	ADV
ahmr-732	18	2	,	,	PUNCT
ahmr-732	18	3	the	the	DET
ahmr-732	18	4	policy	policy	NOUN
ahmr-732	18	5	implications	implication	NOUN
ahmr-732	18	6	of	of	ADP
ahmr-732	18	7	the	the	DET
ahmr-732	18	8	research	research	NOUN
ahmr-732	18	9	are	be	AUX
ahmr-732	18	10	discussed	discuss	VERB
ahmr-732	18	11	.	.	PUNCT
ahmr-732	19	1	literature	literature	NOUN
ahmr-732	19	2	review	review	VERB
ahmr-732	19	3	poverty	poverty	NOUN
ahmr-732	19	4	and	and	CCONJ
ahmr-732	19	5	migration	migration	NOUN
ahmr-732	19	6	patterns	pattern	NOUN
ahmr-732	19	7	in	in	ADP
ahmr-732	19	8	south	south	PROPN
ahmr-732	19	9	africa	africa	PROPN
ahmr-732	19	10	migration	migration	NOUN
ahmr-732	19	11	and	and	CCONJ
ahmr-732	19	12	poverty	poverty	NOUN
ahmr-732	19	13	are	be	AUX
ahmr-732	19	14	two	two	NUM
ahmr-732	19	15	important	important	ADJ
ahmr-732	19	16	development	development	NOUN
ahmr-732	19	17	issues	issue	NOUN
ahmr-732	19	18	globally	globally	ADV
ahmr-732	19	19	.	.	PUNCT
ahmr-732	20	1	to	to	ADP
ahmr-732	20	2	date	date	NOUN
ahmr-732	20	3	not	not	PART
ahmr-732	20	4	much	much	ADJ
ahmr-732	20	5	literature	literature	NOUN
ahmr-732	20	6	has	have	AUX
ahmr-732	20	7	focused	focus	VERB
ahmr-732	20	8	on	on	ADP
ahmr-732	20	9	the	the	DET
ahmr-732	20	10	link	link	NOUN
ahmr-732	20	11	between	between	ADP
ahmr-732	20	12	these	these	DET
ahmr-732	20	13	two	two	NUM
ahmr-732	20	14	issues	issue	NOUN
ahmr-732	20	15	.	.	PUNCT
ahmr-732	21	1	the	the	DET
ahmr-732	21	2	human	human	PROPN
ahmr-732	21	3	development	development	PROPN
ahmr-732	21	4	report	report	NOUN
ahmr-732	21	5	1990	1990	NUM
ahmr-732	21	6	(	(	PUNCT
ahmr-732	21	7	undp	undp	PROPN
ahmr-732	21	8	,	,	PUNCT
ahmr-732	21	9	1990	1990	NUM
ahmr-732	21	10	)	)	PUNCT
ahmr-732	21	11	estimated	estimate	VERB
ahmr-732	21	12	that	that	SCONJ
ahmr-732	21	13	3.1	3.1	NUM
ahmr-732	21	14	percent	percent	NOUN
ahmr-732	21	15	of	of	ADP
ahmr-732	21	16	the	the	DET
ahmr-732	21	17	7	7	NUM
ahmr-732	21	18	billion	billion	NUM
ahmr-732	21	19	world	world	NOUN
ahmr-732	21	20	population	population	NOUN
ahmr-732	21	21	was	be	AUX
ahmr-732	21	22	living	live	VERB
ahmr-732	21	23	and	and	CCONJ
ahmr-732	21	24	working	work	VERB
ahmr-732	21	25	away	away	ADV
ahmr-732	21	26	from	from	ADP
ahmr-732	21	27	their	their	PRON
ahmr-732	21	28	birth	birth	NOUN
ahmr-732	21	29	country	country	NOUN
ahmr-732	21	30	in	in	ADP
ahmr-732	21	31	2008	2008	NUM
ahmr-732	21	32	and	and	CCONJ
ahmr-732	21	33	that	that	SCONJ
ahmr-732	21	34	this	this	DET
ahmr-732	21	35	number	number	NOUN
ahmr-732	21	36	is	be	AUX
ahmr-732	21	37	rising	rise	VERB
ahmr-732	21	38	.	.	PUNCT
ahmr-732	22	1	recent	recent	ADJ
ahmr-732	22	2	trends	trend	NOUN
ahmr-732	22	3	indicate	indicate	VERB
ahmr-732	22	4	that	that	SCONJ
ahmr-732	22	5	41	41	NUM
ahmr-732	22	6	percent	percent	NOUN
ahmr-732	22	7	of	of	ADP
ahmr-732	22	8	the	the	DET
ahmr-732	22	9	migrants	migrant	NOUN
ahmr-732	22	10	are	be	AUX
ahmr-732	22	11	based	base	VERB
ahmr-732	22	12	in	in	ADP
ahmr-732	22	13	developing	develop	VERB
ahmr-732	22	14	countries	country	NOUN
ahmr-732	22	15	and	and	CCONJ
ahmr-732	22	16	that	that	SCONJ
ahmr-732	22	17	from	from	ADP
ahmr-732	22	18	the	the	DET
ahmr-732	22	19	total	total	ADJ
ahmr-732	22	20	number	number	NOUN
ahmr-732	22	21	of	of	ADP
ahmr-732	22	22	migrants	migrant	NOUN
ahmr-732	22	23	,	,	PUNCT
ahmr-732	22	24	47	47	NUM
ahmr-732	22	25	percent	percent	NOUN
ahmr-732	22	26	were	be	AUX
ahmr-732	22	27	moving	move	VERB
ahmr-732	22	28	from	from	ADP
ahmr-732	22	29	one	one	NUM
ahmr-732	22	30	developing	develop	VERB
ahmr-732	22	31	country	country	NOUN
ahmr-732	22	32	to	to	ADP
ahmr-732	22	33	another	another	DET
ahmr-732	22	34	developing	develop	VERB
ahmr-732	22	35	country	country	NOUN
ahmr-732	22	36	(	(	PUNCT
ahmr-732	22	37	united	united	PROPN
ahmr-732	22	38	nations	nations	PROPN
ahmr-732	22	39	,	,	PUNCT
ahmr-732	22	40	2011	2011	NUM
ahmr-732	22	41	)	)	PUNCT
ahmr-732	22	42	.	.	PUNCT
ahmr-732	23	1	this	this	DET
ahmr-732	23	2	trend	trend	NOUN
ahmr-732	23	3	in	in	ADP
ahmr-732	23	4	global	global	ADJ
ahmr-732	23	5	migration	migration	NOUN
ahmr-732	23	6	is	be	AUX
ahmr-732	23	7	attributed	attribute	VERB
ahmr-732	23	8	to	to	ADP
ahmr-732	23	9	regional	regional	ADJ
ahmr-732	23	10	income	income	NOUN
ahmr-732	23	11	inequalities	inequality	NOUN
ahmr-732	23	12	,	,	PUNCT
ahmr-732	23	13	and	and	CCONJ
ahmr-732	23	14	the	the	DET
ahmr-732	23	15	rise	rise	NOUN
ahmr-732	23	16	in	in	ADP
ahmr-732	23	17	demand	demand	NOUN
ahmr-732	23	18	for	for	ADP
ahmr-732	23	19	both	both	CCONJ
ahmr-732	23	20	skilled	skilled	ADJ
ahmr-732	23	21	and	and	CCONJ
ahmr-732	23	22	unskilled	unskilled	ADJ
ahmr-732	23	23	labour	labour	NOUN
ahmr-732	23	24	.	.	PUNCT
ahmr-732	24	1	the	the	DET
ahmr-732	24	2	southern	southern	PROPN
ahmr-732	24	3	africa	africa	PROPN
ahmr-732	24	4	region	region	PROPN
ahmr-732	24	5	has	have	AUX
ahmr-732	24	6	for	for	ADP
ahmr-732	24	7	a	a	DET
ahmr-732	24	8	long	long	ADJ
ahmr-732	24	9	time	time	NOUN
ahmr-732	24	10	had	have	VERB
ahmr-732	24	11	steady	steady	ADJ
ahmr-732	24	12	cross	cross	ADJ
ahmr-732	24	13	-	-	ADJ
ahmr-732	24	14	border	border	ADJ
ahmr-732	24	15	migration	migration	NOUN
ahmr-732	24	16	patterns	pattern	NOUN
ahmr-732	24	17	for	for	ADP
ahmr-732	24	18	labour	labour	ADJ
ahmr-732	24	19	purposes	purpose	NOUN
ahmr-732	24	20	.	.	PUNCT
ahmr-732	25	1	in	in	ADP
ahmr-732	25	2	south	south	PROPN
ahmr-732	25	3	africa	africa	PROPN
ahmr-732	25	4	,	,	PUNCT
ahmr-732	25	5	several	several	ADJ
ahmr-732	25	6	factors	factor	NOUN
ahmr-732	25	7	are	be	AUX
ahmr-732	25	8	considered	consider	VERB
ahmr-732	25	9	to	to	PART
ahmr-732	25	10	be	be	AUX
ahmr-732	25	11	responsible	responsible	ADJ
ahmr-732	25	12	for	for	ADP
ahmr-732	25	13	the	the	DET
ahmr-732	25	14	changes	change	NOUN
ahmr-732	25	15	in	in	ADP
ahmr-732	25	16	mobility	mobility	NOUN
ahmr-732	25	17	patterns	pattern	NOUN
ahmr-732	25	18	that	that	PRON
ahmr-732	25	19	are	be	AUX
ahmr-732	25	20	currently	currently	ADV
ahmr-732	25	21	being	be	AUX
ahmr-732	25	22	experienced	experience	VERB
ahmr-732	25	23	in	in	ADP
ahmr-732	25	24	the	the	DET
ahmr-732	25	25	21st	21st	ADJ
ahmr-732	25	26	century	century	NOUN
ahmr-732	25	27	.	.	PUNCT
ahmr-732	26	1	one	one	NUM
ahmr-732	26	2	of	of	ADP
ahmr-732	26	3	the	the	DET
ahmr-732	26	4	key	key	ADJ
ahmr-732	26	5	reasons	reason	NOUN
ahmr-732	26	6	is	be	AUX
ahmr-732	26	7	the	the	DET
ahmr-732	26	8	end	end	NOUN
ahmr-732	26	9	of	of	ADP
ahmr-732	26	10	apartheid	apartheid	NOUN
ahmr-732	26	11	,	,	PUNCT
ahmr-732	26	12	a	a	DET
ahmr-732	26	13	system	system	NOUN
ahmr-732	26	14	which	which	PRON
ahmr-732	26	15	curtailed	curtail	VERB
ahmr-732	26	16	the	the	DET
ahmr-732	26	17	mobility	mobility	NOUN
ahmr-732	26	18	of	of	ADP
ahmr-732	26	19	people	people	NOUN
ahmr-732	26	20	within	within	ADP
ahmr-732	26	21	the	the	DET
ahmr-732	26	22	country	country	NOUN
ahmr-732	26	23	and	and	CCONJ
ahmr-732	26	24	limited	limit	VERB
ahmr-732	26	25	the	the	DET
ahmr-732	26	26	migration	migration	NOUN
ahmr-732	26	27	of	of	ADP
ahmr-732	26	28	foreigners	foreigner	NOUN
ahmr-732	26	29	into	into	ADP
ahmr-732	26	30	south	south	PROPN
ahmr-732	26	31	africa	africa	PROPN
ahmr-732	26	32	(	(	PUNCT
ahmr-732	26	33	crush	crush	VERB
ahmr-732	26	34	et	et	PROPN
ahmr-732	26	35	al	al	PROPN
ahmr-732	26	36	.	.	PROPN
ahmr-732	26	37	2005	2005	NUM
ahmr-732	26	38	)	)	PUNCT
ahmr-732	26	39	.	.	PUNCT
ahmr-732	27	1	south	south	PROPN
ahmr-732	27	2	africa	africa	PROPN
ahmr-732	27	3	is	be	AUX
ahmr-732	27	4	a	a	DET
ahmr-732	27	5	major	major	ADJ
ahmr-732	27	6	source	source	NOUN
ahmr-732	27	7	of	of	ADP
ahmr-732	27	8	skilled	skilled	ADJ
ahmr-732	27	9	labour	labour	NOUN
ahmr-732	27	10	in	in	ADP
ahmr-732	27	11	the	the	DET
ahmr-732	27	12	southern	southern	ADJ
ahmr-732	27	13	african	african	ADJ
ahmr-732	27	14	development	development	PROPN
ahmr-732	27	15	community	community	NOUN
ahmr-732	27	16	(	(	PUNCT
ahmr-732	27	17	sadc	sadc	PROPN
ahmr-732	27	18	)	)	PUNCT
ahmr-732	27	19	region	region	NOUN
ahmr-732	27	20	and	and	CCONJ
ahmr-732	27	21	a	a	DET
ahmr-732	27	22	major	major	ADJ
ahmr-732	27	23	labour	labour	NOUN
ahmr-732	27	24	exporter	exporter	NOUN
ahmr-732	27	25	into	into	ADP
ahmr-732	27	26	countries	country	NOUN
ahmr-732	27	27	such	such	ADJ
ahmr-732	27	28	as	as	ADP
ahmr-732	27	29	botswana	botswana	PROPN
ahmr-732	27	30	with	with	ADP
ahmr-732	27	31	estimates	estimate	NOUN
ahmr-732	27	32	indicating	indicate	VERB
ahmr-732	27	33	that	that	SCONJ
ahmr-732	27	34	there	there	PRON
ahmr-732	27	35	are	be	VERB
ahmr-732	27	36	more	more	ADJ
ahmr-732	27	37	south	south	ADJ
ahmr-732	27	38	africans	africans	PROPN
ahmr-732	27	39	working	work	VERB
ahmr-732	27	40	in	in	ADP
ahmr-732	27	41	botswana	botswana	PROPN
ahmr-732	27	42	than	than	ADP
ahmr-732	27	43	the	the	DET
ahmr-732	27	44	reverse	reverse	NOUN
ahmr-732	27	45	(	(	PUNCT
ahmr-732	27	46	crush	crush	VERB
ahmr-732	27	47	et	et	PROPN
ahmr-732	27	48	al	al	PROPN
ahmr-732	27	49	.	.	PROPN
ahmr-732	27	50	,	,	PUNCT
ahmr-732	27	51	2005	2005	NUM
ahmr-732	27	52	)	)	PUNCT
ahmr-732	27	53	.	.	PUNCT
ahmr-732	28	1	the	the	DET
ahmr-732	28	2	most	most	ADV
ahmr-732	28	3	common	common	ADJ
ahmr-732	28	4	form	form	NOUN
ahmr-732	28	5	of	of	ADP
ahmr-732	28	6	human	human	ADJ
ahmr-732	28	7	mobility	mobility	NOUN
ahmr-732	28	8	in	in	ADP
ahmr-732	28	9	south	south	PROPN
ahmr-732	28	10	africa	africa	PROPN
ahmr-732	28	11	as	as	ADP
ahmr-732	28	12	in	in	ADP
ahmr-732	28	13	the	the	DET
ahmr-732	28	14	rest	rest	NOUN
ahmr-732	28	15	of	of	ADP
ahmr-732	28	16	the	the	DET
ahmr-732	28	17	sadc	sadc	PROPN
ahmr-732	28	18	region	region	PROPN
ahmr-732	28	19	has	have	AUX
ahmr-732	28	20	been	be	AUX
ahmr-732	28	21	rural	rural	ADJ
ahmr-732	28	22	-	-	PUNCT
ahmr-732	28	23	urban	urban	ADJ
ahmr-732	28	24	migration	migration	NOUN
ahmr-732	28	25	(	(	PUNCT
ahmr-732	28	26	crush	crush	VERB
ahmr-732	28	27	et	et	PROPN
ahmr-732	28	28	al	al	PROPN
ahmr-732	28	29	.	.	PROPN
ahmr-732	28	30	2005	2005	NUM
ahmr-732	28	31	)	)	PUNCT
ahmr-732	28	32	.	.	PUNCT
ahmr-732	29	1	this	this	PRON
ahmr-732	29	2	is	be	AUX
ahmr-732	29	3	thought	think	VERB
ahmr-732	29	4	to	to	PART
ahmr-732	29	5	have	have	VERB
ahmr-732	29	6	a	a	DET
ahmr-732	29	7	direct	direct	ADJ
ahmr-732	29	8	impact	impact	NOUN
ahmr-732	29	9	on	on	ADP
ahmr-732	29	10	rural	rural	ADJ
ahmr-732	29	11	livelihoods	livelihood	NOUN
ahmr-732	29	12	through	through	ADP
ahmr-732	29	13	remittances	remittance	NOUN
ahmr-732	29	14	.	.	PUNCT
ahmr-732	30	1	rural	rural	ADJ
ahmr-732	30	2	or	or	CCONJ
ahmr-732	30	3	peri	peri	NOUN
ahmr-732	30	4	-	-	PUNCT
ahmr-732	30	5	urban	urban	ADJ
ahmr-732	30	6	households	household	NOUN
ahmr-732	30	7	,	,	PUNCT
ahmr-732	30	8	particularly	particularly	ADV
ahmr-732	30	9	among	among	ADP
ahmr-732	30	10	the	the	DET
ahmr-732	30	11	black	black	ADJ
ahmr-732	30	12	african	african	ADJ
ahmr-732	30	13	population	population	NOUN
ahmr-732	30	14	,	,	PUNCT
ahmr-732	30	15	are	be	AUX
ahmr-732	30	16	highly	highly	ADV
ahmr-732	30	17	likely	likely	ADJ
ahmr-732	30	18	to	to	PART
ahmr-732	30	19	have	have	VERB
ahmr-732	30	20	one	one	NUM
ahmr-732	30	21	,	,	PUNCT
ahmr-732	30	22	and	and	CCONJ
ahmr-732	30	23	sometimes	sometimes	ADV
ahmr-732	30	24	more	more	ADJ
ahmr-732	30	25	,	,	PUNCT
ahmr-732	30	26	migrants	migrant	NOUN
ahmr-732	30	27	who	who	PRON
ahmr-732	30	28	send	send	VERB
ahmr-732	30	29	money	money	NOUN
ahmr-732	30	30	back	back	ADV
ahmr-732	30	31	from	from	ADP
ahmr-732	30	32	urban	urban	ADJ
ahmr-732	30	33	workplaces	workplace	NOUN
ahmr-732	30	34	to	to	ADP
ahmr-732	30	35	the	the	DET
ahmr-732	30	36	remaining	remain	VERB
ahmr-732	30	37	household	household	NOUN
ahmr-732	30	38	members	member	NOUN
ahmr-732	30	39	(	(	PUNCT
ahmr-732	30	40	kok	kok	PROPN
ahmr-732	30	41	and	and	CCONJ
ahmr-732	30	42	collinson	collinson	PROPN
ahmr-732	30	43	,	,	PUNCT
ahmr-732	30	44	2006	2006	NUM
ahmr-732	30	45	)	)	PUNCT
ahmr-732	30	46	.	.	PUNCT
ahmr-732	31	1	the	the	DET
ahmr-732	31	2	main	main	ADJ
ahmr-732	31	3	reasons	reason	NOUN
ahmr-732	31	4	for	for	ADP
ahmr-732	31	5	migration	migration	NOUN
ahmr-732	31	6	within	within	ADP
ahmr-732	31	7	the	the	DET
ahmr-732	31	8	country	country	NOUN
ahmr-732	31	9	are	be	AUX
ahmr-732	31	10	education	education	NOUN
ahmr-732	31	11	and	and	CCONJ
ahmr-732	31	12	employment	employment	NOUN
ahmr-732	31	13	.	.	PUNCT
ahmr-732	32	1	the	the	DET
ahmr-732	32	2	poverty	poverty	NOUN
ahmr-732	32	3	level	level	NOUN
ahmr-732	32	4	in	in	ADP
ahmr-732	32	5	the	the	DET
ahmr-732	32	6	sub	sub	ADJ
ahmr-732	32	7	-	-	ADJ
ahmr-732	32	8	saharan	saharan	ADJ
ahmr-732	32	9	region	region	NOUN
ahmr-732	32	10	is	be	AUX
ahmr-732	32	11	one	one	NUM
ahmr-732	32	12	of	of	ADP
ahmr-732	32	13	the	the	DET
ahmr-732	32	14	highest	high	ADJ
ahmr-732	32	15	in	in	ADP
ahmr-732	32	16	the	the	DET
ahmr-732	32	17	world	world	NOUN
ahmr-732	32	18	.	.	PUNCT
ahmr-732	33	1	the	the	DET
ahmr-732	33	2	world	world	PROPN
ahmr-732	33	3	bank	bank	PROPN
ahmr-732	33	4	estimates	estimate	VERB
ahmr-732	33	5	that	that	SCONJ
ahmr-732	33	6	at	at	ADV
ahmr-732	33	7	least	least	ADJ
ahmr-732	33	8	314	314	NUM
ahmr-732	33	9	million	million	NUM
ahmr-732	33	10	people	people	NOUN
ahmr-732	33	11	in	in	ADP
ahmr-732	33	12	the	the	DET
ahmr-732	33	13	80	80	NUM
ahmr-732	33	14	region	region	NOUN
ahmr-732	33	15	live	live	VERB
ahmr-732	33	16	below	below	ADP
ahmr-732	33	17	the	the	DET
ahmr-732	33	18	international	international	ADJ
ahmr-732	33	19	poverty	poverty	NOUN
ahmr-732	33	20	line	line	NOUN
ahmr-732	33	21	of	of	ADP
ahmr-732	33	22	us$	us$	SYM
ahmr-732	33	23	1.25	1.25	NUM
ahmr-732	33	24	per	per	ADP
ahmr-732	33	25	day	day	NOUN
ahmr-732	33	26	.	.	PUNCT
ahmr-732	34	1	this	this	PRON
ahmr-732	34	2	is	be	AUX
ahmr-732	34	3	a	a	DET
ahmr-732	34	4	clear	clear	ADJ
ahmr-732	34	5	indication	indication	NOUN
ahmr-732	34	6	that	that	SCONJ
ahmr-732	34	7	far	far	ADV
ahmr-732	34	8	too	too	ADV
ahmr-732	34	9	many	many	ADJ
ahmr-732	34	10	people	people	NOUN
ahmr-732	34	11	lack	lack	VERB
ahmr-732	34	12	access	access	NOUN
ahmr-732	34	13	to	to	ADP
ahmr-732	34	14	adequate	adequate	ADJ
ahmr-732	34	15	food	food	NOUN
ahmr-732	34	16	,	,	PUNCT
ahmr-732	34	17	healthcare	healthcare	PROPN
ahmr-732	34	18	,	,	PUNCT
ahmr-732	34	19	education	education	NOUN
ahmr-732	34	20	facilities	facility	NOUN
ahmr-732	34	21	,	,	PUNCT
ahmr-732	34	22	and	and	CCONJ
ahmr-732	34	23	other	other	ADJ
ahmr-732	34	24	basic	basic	ADJ
ahmr-732	34	25	human	human	ADJ
ahmr-732	34	26	necessities	necessity	NOUN
ahmr-732	34	27	.	.	PUNCT
ahmr-732	35	1	although	although	SCONJ
ahmr-732	35	2	south	south	PROPN
ahmr-732	35	3	africa	africa	PROPN
ahmr-732	35	4	has	have	AUX
ahmr-732	35	5	experienced	experience	VERB
ahmr-732	35	6	a	a	DET
ahmr-732	35	7	slight	slight	ADJ
ahmr-732	35	8	fall	fall	NOUN
ahmr-732	35	9	in	in	ADP
ahmr-732	35	10	poverty	poverty	NOUN
ahmr-732	35	11	levels	level	NOUN
ahmr-732	35	12	recently	recently	ADV
ahmr-732	35	13	,	,	PUNCT
ahmr-732	35	14	poverty	poverty	NOUN
ahmr-732	35	15	rates	rate	NOUN
ahmr-732	35	16	in	in	ADP
ahmr-732	35	17	the	the	DET
ahmr-732	35	18	country	country	NOUN
ahmr-732	35	19	are	be	AUX
ahmr-732	35	20	still	still	ADV
ahmr-732	35	21	very	very	ADV
ahmr-732	35	22	high	high	ADJ
ahmr-732	35	23	with	with	ADP
ahmr-732	35	24	nearly	nearly	ADV
ahmr-732	35	25	half	half	NOUN
ahmr-732	35	26	of	of	ADP
ahmr-732	35	27	the	the	DET
ahmr-732	35	28	population	population	NOUN
ahmr-732	35	29	(	(	PUNCT
ahmr-732	35	30	48	48	NUM
ahmr-732	35	31	percent	percent	NOUN
ahmr-732	35	32	)	)	PUNCT
ahmr-732	35	33	living	live	VERB
ahmr-732	35	34	in	in	ADP
ahmr-732	35	35	poverty	poverty	NOUN
ahmr-732	35	36	.	.	PUNCT
ahmr-732	36	1	the	the	DET
ahmr-732	36	2	eastern	eastern	ADJ
ahmr-732	36	3	cape	cape	NOUN
ahmr-732	36	4	and	and	CCONJ
ahmr-732	36	5	limpopo	limpopo	PROPN
ahmr-732	36	6	are	be	AUX
ahmr-732	36	7	two	two	NUM
ahmr-732	36	8	of	of	ADP
ahmr-732	36	9	the	the	DET
ahmr-732	36	10	poorest	poor	ADJ
ahmr-732	36	11	provinces	province	NOUN
ahmr-732	36	12	both	both	CCONJ
ahmr-732	36	13	having	have	VERB
ahmr-732	36	14	poverty	poverty	NOUN
ahmr-732	36	15	rates	rate	NOUN
ahmr-732	36	16	of	of	ADP
ahmr-732	36	17	64	64	NUM
ahmr-732	36	18	percent	percent	NOUN
ahmr-732	36	19	,	,	PUNCT
ahmr-732	36	20	while	while	SCONJ
ahmr-732	36	21	the	the	DET
ahmr-732	36	22	western	western	ADJ
ahmr-732	36	23	cape	cape	NOUN
ahmr-732	36	24	and	and	CCONJ
ahmr-732	36	25	gauteng	gauteng	PROPN
ahmr-732	36	26	provinces	province	NOUN
ahmr-732	36	27	have	have	VERB
ahmr-732	36	28	the	the	DET
ahmr-732	36	29	lowest	low	ADJ
ahmr-732	36	30	poverty	poverty	NOUN
ahmr-732	36	31	rates	rate	NOUN
ahmr-732	36	32	at	at	ADP
ahmr-732	36	33	23	23	NUM
ahmr-732	36	34	percent	percent	NOUN
ahmr-732	36	35	and	and	CCONJ
ahmr-732	36	36	30	30	NUM
ahmr-732	36	37	percent	percent	NOUN
ahmr-732	36	38	,	,	PUNCT
ahmr-732	36	39	respectively	respectively	ADV
ahmr-732	36	40	.	.	PUNCT
ahmr-732	37	1	rural	rural	ADJ
ahmr-732	37	2	areas	area	NOUN
ahmr-732	37	3	are	be	AUX
ahmr-732	37	4	the	the	DET
ahmr-732	37	5	worst	worst	ADV
ahmr-732	37	6	affected	affect	VERB
ahmr-732	37	7	with	with	ADP
ahmr-732	37	8	poverty	poverty	NOUN
ahmr-732	37	9	levels	level	NOUN
ahmr-732	37	10	as	as	ADV
ahmr-732	37	11	high	high	ADJ
ahmr-732	37	12	as	as	ADP
ahmr-732	37	13	77	77	NUM
ahmr-732	37	14	percent	percent	NOUN
ahmr-732	37	15	(	(	PUNCT
ahmr-732	37	16	leibbrandt	leibbrandt	NOUN
ahmr-732	37	17	et	et	PROPN
ahmr-732	37	18	al	al	PROPN
ahmr-732	37	19	.	.	PROPN
ahmr-732	37	20	,	,	PUNCT
ahmr-732	37	21	2010	2010	NUM
ahmr-732	37	22	)	)	PUNCT
ahmr-732	37	23	.	.	PUNCT
ahmr-732	38	1	moreover	moreover	ADV
ahmr-732	38	2	,	,	PUNCT
ahmr-732	38	3	in	in	ADP
ahmr-732	38	4	racial	racial	ADJ
ahmr-732	38	5	terms	term	NOUN
ahmr-732	38	6	,	,	PUNCT
ahmr-732	38	7	the	the	DET
ahmr-732	38	8	black	black	ADJ
ahmr-732	38	9	population	population	NOUN
ahmr-732	38	10	is	be	AUX
ahmr-732	38	11	more	more	ADJ
ahmr-732	38	12	poverty	poverty	NOUN
ahmr-732	38	13	stricken	stricken	VERB
ahmr-732	38	14	than	than	ADP
ahmr-732	38	15	the	the	DET
ahmr-732	38	16	other	other	ADJ
ahmr-732	38	17	races	race	NOUN
ahmr-732	38	18	with	with	ADP
ahmr-732	38	19	an	an	DET
ahmr-732	38	20	estimated	estimate	VERB
ahmr-732	38	21	56	56	NUM
ahmr-732	38	22	percent	percent	NOUN
ahmr-732	38	23	living	live	VERB
ahmr-732	38	24	below	below	ADP
ahmr-732	38	25	the	the	DET
ahmr-732	38	26	international	international	ADJ
ahmr-732	38	27	poverty	poverty	NOUN
ahmr-732	38	28	line	line	NOUN
ahmr-732	38	29	.	.	PUNCT
ahmr-732	39	1	trends	trend	NOUN
ahmr-732	39	2	in	in	ADP
ahmr-732	39	3	remittances	remittance	NOUN
ahmr-732	39	4	for	for	ADP
ahmr-732	39	5	developing	develop	VERB
ahmr-732	39	6	countries	country	NOUN
ahmr-732	39	7	the	the	DET
ahmr-732	39	8	term	term	NOUN
ahmr-732	39	9	“	"	PUNCT
ahmr-732	39	10	remittance	remittance	NOUN
ahmr-732	39	11	”	"	PUNCT
ahmr-732	39	12	describes	describe	VERB
ahmr-732	39	13	the	the	DET
ahmr-732	39	14	flow	flow	NOUN
ahmr-732	39	15	of	of	ADP
ahmr-732	39	16	money	money	NOUN
ahmr-732	39	17	or	or	CCONJ
ahmr-732	39	18	goods	good	NOUN
ahmr-732	39	19	from	from	ADP
ahmr-732	39	20	a	a	DET
ahmr-732	39	21	migrant	migrant	NOUN
ahmr-732	39	22	to	to	ADP
ahmr-732	39	23	their	their	PRON
ahmr-732	39	24	place	place	NOUN
ahmr-732	39	25	of	of	ADP
ahmr-732	39	26	origin	origin	NOUN
ahmr-732	39	27	,	,	PUNCT
ahmr-732	39	28	it	it	PRON
ahmr-732	39	29	is	be	AUX
ahmr-732	39	30	estimated	estimate	VERB
ahmr-732	39	31	that	that	SCONJ
ahmr-732	39	32	between	between	ADP
ahmr-732	39	33	2004	2004	NUM
ahmr-732	39	34	and	and	CCONJ
ahmr-732	39	35	2008	2008	NUM
ahmr-732	39	36	remittances	remittance	NOUN
ahmr-732	39	37	grew	grow	VERB
ahmr-732	39	38	by	by	ADP
ahmr-732	39	39	an	an	PRON
ahmr-732	39	40	of	of	ADP
ahmr-732	39	41	average	average	ADJ
ahmr-732	39	42	17.7	17.7	NUM
ahmr-732	39	43	percent	percent	NOUN
ahmr-732	39	44	with	with	ADP
ahmr-732	39	45	the	the	DET
ahmr-732	39	46	highest	high	ADJ
ahmr-732	39	47	increase	increase	NOUN
ahmr-732	39	48	being	be	AUX
ahmr-732	39	49	in	in	ADP
ahmr-732	39	50	europe	europe	PROPN
ahmr-732	39	51	and	and	CCONJ
ahmr-732	39	52	central	central	ADJ
ahmr-732	39	53	asia	asia	PROPN
ahmr-732	39	54	at	at	ADP
ahmr-732	39	55	32.5	32.5	NUM
ahmr-732	39	56	percent	percent	NOUN
ahmr-732	39	57	.	.	PUNCT
ahmr-732	40	1	in	in	ADP
ahmr-732	40	2	sub	sub	ADJ
ahmr-732	40	3	-	-	ADJ
ahmr-732	40	4	saharan	saharan	ADJ
ahmr-732	40	5	africa	africa	PROPN
ahmr-732	40	6	the	the	DET
ahmr-732	40	7	increase	increase	NOUN
ahmr-732	40	8	in	in	ADP
ahmr-732	40	9	remittances	remittance	NOUN
ahmr-732	40	10	has	have	AUX
ahmr-732	40	11	been	be	AUX
ahmr-732	40	12	estimated	estimate	VERB
ahmr-732	40	13	to	to	PART
ahmr-732	40	14	be	be	AUX
ahmr-732	40	15	29.3	29.3	NUM
ahmr-732	40	16	percent	percent	NOUN
ahmr-732	40	17	(	(	PUNCT
ahmr-732	40	18	united	united	PROPN
ahmr-732	40	19	nations	nations	PROPN
ahmr-732	40	20	,	,	PUNCT
ahmr-732	40	21	2011	2011	NUM
ahmr-732	40	22	)	)	PUNCT
ahmr-732	40	23	.	.	PUNCT
ahmr-732	41	1	total	total	ADJ
ahmr-732	41	2	remittance	remittance	NOUN
ahmr-732	41	3	inflows	inflow	NOUN
ahmr-732	41	4	in	in	ADP
ahmr-732	41	5	developing	develop	VERB
ahmr-732	41	6	countries	country	NOUN
ahmr-732	41	7	across	across	ADP
ahmr-732	41	8	the	the	DET
ahmr-732	41	9	globe	globe	NOUN
ahmr-732	41	10	amounted	amount	VERB
ahmr-732	41	11	to	to	ADP
ahmr-732	41	12	us$	us$	SYM
ahmr-732	41	13	338	338	NUM
ahmr-732	41	14	billion	billion	NUM
ahmr-732	41	15	,	,	PUNCT
ahmr-732	41	16	with	with	ADP
ahmr-732	41	17	sub	sub	ADJ
ahmr-732	41	18	-	-	ADJ
ahmr-732	41	19	saharan	saharan	ADJ
ahmr-732	41	20	africa	africa	PROPN
ahmr-732	41	21	receiving	receive	VERB
ahmr-732	41	22	the	the	DET
ahmr-732	41	23	lowest	low	ADJ
ahmr-732	41	24	percentage	percentage	NOUN
ahmr-732	41	25	of	of	ADP
ahmr-732	41	26	this	this	DET
ahmr-732	41	27	amount	amount	NOUN
ahmr-732	41	28	.	.	PUNCT
ahmr-732	42	1	an	an	DET
ahmr-732	42	2	estimated	estimate	VERB
ahmr-732	42	3	half	half	DET
ahmr-732	42	4	a	a	DET
ahmr-732	42	5	billion	billion	NUM
ahmr-732	42	6	people	people	NOUN
ahmr-732	42	7	,	,	PUNCT
ahmr-732	42	8	or	or	CCONJ
ahmr-732	42	9	nearly	nearly	ADV
ahmr-732	42	10	8	8	NUM
ahmr-732	42	11	percent	percent	NOUN
ahmr-732	42	12	of	of	ADP
ahmr-732	42	13	the	the	DET
ahmr-732	42	14	world	world	NOUN
ahmr-732	42	15	’s	’s	PART
ahmr-732	42	16	population	population	NOUN
ahmr-732	42	17	,	,	PUNCT
ahmr-732	42	18	were	be	AUX
ahmr-732	42	19	said	say	VERB
ahmr-732	42	20	to	to	PART
ahmr-732	42	21	be	be	AUX
ahmr-732	42	22	the	the	DET
ahmr-732	42	23	beneficiaries	beneficiary	NOUN
ahmr-732	42	24	of	of	ADP
ahmr-732	42	25	remittances	remittance	NOUN
ahmr-732	42	26	in	in	ADP
ahmr-732	42	27	the	the	DET
ahmr-732	42	28	year	year	NOUN
ahmr-732	42	29	2005	2005	NUM
ahmr-732	42	30	.	.	PUNCT
ahmr-732	43	1	between	between	ADP
ahmr-732	43	2	2002	2002	NUM
ahmr-732	43	3	and	and	CCONJ
ahmr-732	43	4	2007	2007	NUM
ahmr-732	43	5	,	,	PUNCT
ahmr-732	43	6	a	a	DET
ahmr-732	43	7	107	107	NUM
ahmr-732	43	8	percent	percent	NOUN
ahmr-732	43	9	increase	increase	NOUN
ahmr-732	43	10	in	in	ADP
ahmr-732	43	11	remittances	remittance	NOUN
ahmr-732	43	12	was	be	AUX
ahmr-732	43	13	experienced	experience	VERB
ahmr-732	43	14	in	in	ADP
ahmr-732	43	15	the	the	DET
ahmr-732	43	16	developing	develop	VERB
ahmr-732	43	17	countries	country	NOUN
ahmr-732	43	18	,	,	PUNCT
ahmr-732	43	19	and	and	CCONJ
ahmr-732	43	20	mostly	mostly	ADV
ahmr-732	43	21	the	the	DET
ahmr-732	43	22	low	low	ADJ
ahmr-732	43	23	and	and	CCONJ
ahmr-732	43	24	middle	middle	ADJ
ahmr-732	43	25	income	income	NOUN
ahmr-732	43	26	ones	one	NOUN
ahmr-732	43	27	.	.	PUNCT
ahmr-732	44	1	in	in	ADP
ahmr-732	44	2	south	south	PROPN
ahmr-732	44	3	africa	africa	PROPN
ahmr-732	44	4	,	,	PUNCT
ahmr-732	44	5	the	the	DET
ahmr-732	44	6	remittance	remittance	NOUN
ahmr-732	44	7	amounted	amount	VERB
ahmr-732	44	8	to	to	ADP
ahmr-732	44	9	us	we	PRON
ahmr-732	44	10	$	$	SYM
ahmr-732	44	11	0.7	0.7	NUM
ahmr-732	44	12	billion	billion	NUM
ahmr-732	44	13	and	and	CCONJ
ahmr-732	44	14	was	be	AUX
ahmr-732	44	15	much	much	ADV
ahmr-732	44	16	lower	low	ADJ
ahmr-732	44	17	compared	compare	VERB
ahmr-732	44	18	to	to	ADP
ahmr-732	44	19	nigeria	nigeria	PRON
ahmr-732	44	20	,	,	PUNCT
ahmr-732	44	21	the	the	DET
ahmr-732	44	22	highest	high	ADJ
ahmr-732	44	23	earner	earner	NOUN
ahmr-732	44	24	at	at	ADP
ahmr-732	44	25	us	we	PRON
ahmr-732	44	26	$	$	SYM
ahmr-732	44	27	3.3	3.3	NUM
ahmr-732	44	28	billion	billion	NUM
ahmr-732	44	29	(	(	PUNCT
ahmr-732	44	30	vargas	vargas	NOUN
ahmr-732	44	31	-	-	PUNCT
ahmr-732	44	32	lundius	lundius	NOUN
ahmr-732	44	33	et	et	PROPN
ahmr-732	44	34	al	al	PROPN
ahmr-732	44	35	.	.	PROPN
ahmr-732	44	36	,	,	PUNCT
ahmr-732	44	37	2008	2008	NUM
ahmr-732	44	38	)	)	PUNCT
ahmr-732	44	39	.	.	PUNCT
ahmr-732	45	1	estimates	estimate	NOUN
ahmr-732	45	2	on	on	ADP
ahmr-732	45	3	remittances	remittance	NOUN
ahmr-732	45	4	are	be	AUX
ahmr-732	45	5	generally	generally	ADV
ahmr-732	45	6	considered	consider	VERB
ahmr-732	45	7	to	to	PART
ahmr-732	45	8	be	be	AUX
ahmr-732	45	9	inaccurate	inaccurate	ADJ
ahmr-732	45	10	,	,	PUNCT
ahmr-732	45	11	and	and	CCONJ
ahmr-732	45	12	under	under	ADV
ahmr-732	45	13	-	-	PUNCT
ahmr-732	45	14	reported	report	VERB
ahmr-732	45	15	,	,	PUNCT
ahmr-732	45	16	because	because	SCONJ
ahmr-732	45	17	they	they	PRON
ahmr-732	45	18	include	include	VERB
ahmr-732	45	19	only	only	ADJ
ahmr-732	45	20	amounts	amount	NOUN
ahmr-732	45	21	sent	send	VERB
ahmr-732	45	22	through	through	ADP
ahmr-732	45	23	official	official	ADJ
ahmr-732	45	24	channels	channel	NOUN
ahmr-732	45	25	such	such	ADJ
ahmr-732	45	26	as	as	ADP
ahmr-732	45	27	banks	bank	NOUN
ahmr-732	45	28	and	and	CCONJ
ahmr-732	45	29	money	money	NOUN
ahmr-732	45	30	transfer	transfer	NOUN
ahmr-732	45	31	services	service	NOUN
ahmr-732	45	32	;	;	PUNCT
ahmr-732	45	33	they	they	PRON
ahmr-732	45	34	fail	fail	VERB
ahmr-732	45	35	to	to	PART
ahmr-732	45	36	include	include	VERB
ahmr-732	45	37	remittances	remittance	NOUN
ahmr-732	45	38	through	through	ADP
ahmr-732	45	39	unofficial	unofficial	ADJ
ahmr-732	45	40	channels	channel	NOUN
ahmr-732	45	41	,	,	PUNCT
ahmr-732	45	42	such	such	ADJ
ahmr-732	45	43	as	as	ADP
ahmr-732	45	44	money	money	NOUN
ahmr-732	45	45	sent	send	VERB
ahmr-732	45	46	home	home	ADV
ahmr-732	45	47	with	with	ADP
ahmr-732	45	48	returning	return	VERB
ahmr-732	45	49	migrants	migrant	NOUN
ahmr-732	45	50	,	,	PUNCT
ahmr-732	45	51	which	which	PRON
ahmr-732	45	52	are	be	AUX
ahmr-732	45	53	estimated	estimate	VERB
ahmr-732	45	54	to	to	PART
ahmr-732	45	55	constitute	constitute	VERB
ahmr-732	45	56	an	an	DET
ahmr-732	45	57	additional	additional	ADJ
ahmr-732	45	58	50	50	NUM
ahmr-732	45	59	percent	percent	NOUN
ahmr-732	45	60	(	(	PUNCT
ahmr-732	45	61	gupta	gupta	PROPN
ahmr-732	45	62	et	et	PROPN
ahmr-732	45	63	al	al	PROPN
ahmr-732	45	64	.	.	PROPN
ahmr-732	45	65	2007	2007	NUM
ahmr-732	45	66	)	)	PUNCT
ahmr-732	45	67	.	.	PUNCT
ahmr-732	46	1	the	the	DET
ahmr-732	46	2	cost	cost	NOUN
ahmr-732	46	3	of	of	ADP
ahmr-732	46	4	sending	send	VERB
ahmr-732	46	5	remittances	remittance	NOUN
ahmr-732	46	6	is	be	AUX
ahmr-732	46	7	very	very	ADV
ahmr-732	46	8	high	high	ADJ
ahmr-732	46	9	,	,	PUNCT
ahmr-732	46	10	with	with	ADP
ahmr-732	46	11	the	the	DET
ahmr-732	46	12	sub	sub	ADJ
ahmr-732	46	13	-	-	ADJ
ahmr-732	46	14	saharan	saharan	ADJ
ahmr-732	46	15	region	region	NOUN
ahmr-732	46	16	having	have	VERB
ahmr-732	46	17	the	the	DET
ahmr-732	46	18	highest	high	ADJ
ahmr-732	46	19	rates	rate	NOUN
ahmr-732	46	20	.	.	PUNCT
ahmr-732	47	1	based	base	VERB
ahmr-732	47	2	on	on	ADP
ahmr-732	47	3	the	the	DET
ahmr-732	47	4	world	world	NOUN
ahmr-732	47	5	81	81	NUM
ahmr-732	47	6	bank	bank	NOUN
ahmr-732	47	7	’s	’s	PART
ahmr-732	47	8	2011	2011	NUM
ahmr-732	47	9	estimates	estimate	NOUN
ahmr-732	47	10	,	,	PUNCT
ahmr-732	47	11	the	the	DET
ahmr-732	47	12	average	average	ADJ
ahmr-732	47	13	cost	cost	NOUN
ahmr-732	47	14	of	of	ADP
ahmr-732	47	15	sending	send	VERB
ahmr-732	47	16	$	$	SYM
ahmr-732	47	17	200	200	NUM
ahmr-732	47	18	in	in	ADP
ahmr-732	47	19	the	the	DET
ahmr-732	47	20	region	region	NOUN
ahmr-732	47	21	amounted	amount	VERB
ahmr-732	47	22	to	to	ADP
ahmr-732	47	23	us$24	us$24	NOUN
ahmr-732	47	24	.	.	PROPN
ahmr-732	47	25	8	8	NUM
ahmr-732	47	26	which	which	PRON
ahmr-732	47	27	is	be	AUX
ahmr-732	47	28	double	double	DET
ahmr-732	47	29	the	the	DET
ahmr-732	47	30	cost	cost	NOUN
ahmr-732	47	31	in	in	ADP
ahmr-732	47	32	south	south	PROPN
ahmr-732	47	33	asia	asia	PROPN
ahmr-732	47	34	where	where	SCONJ
ahmr-732	47	35	it	it	PRON
ahmr-732	47	36	costs	cost	VERB
ahmr-732	47	37	only	only	ADV
ahmr-732	47	38	us$	us$	SYM
ahmr-732	47	39	12.3	12.3	NUM
ahmr-732	47	40	(	(	PUNCT
ahmr-732	47	41	ratha	ratha	X
ahmr-732	47	42	,	,	PUNCT
ahmr-732	47	43	2012	2012	NUM
ahmr-732	47	44	)	)	PUNCT
ahmr-732	47	45	.	.	PUNCT
ahmr-732	48	1	currently	currently	ADV
ahmr-732	48	2	there	there	PRON
ahmr-732	48	3	is	be	VERB
ahmr-732	48	4	no	no	DET
ahmr-732	48	5	officially	officially	ADV
ahmr-732	48	6	recognised	recognise	VERB
ahmr-732	48	7	framework	framework	NOUN
ahmr-732	48	8	for	for	ADP
ahmr-732	48	9	determining	determine	VERB
ahmr-732	48	10	in	in	ADP
ahmr-732	48	11	kind	kind	ADJ
ahmr-732	48	12	remittances	remittance	NOUN
ahmr-732	48	13	including	include	VERB
ahmr-732	48	14	goods	good	NOUN
ahmr-732	48	15	.	.	PUNCT
ahmr-732	49	1	remittances	remittance	NOUN
ahmr-732	49	2	,	,	PUNCT
ahmr-732	49	3	have	have	AUX
ahmr-732	49	4	become	become	VERB
ahmr-732	49	5	the	the	DET
ahmr-732	49	6	second	second	ADJ
ahmr-732	49	7	most	most	ADV
ahmr-732	49	8	important	important	ADJ
ahmr-732	49	9	source	source	NOUN
ahmr-732	49	10	of	of	ADP
ahmr-732	49	11	external	external	ADJ
ahmr-732	49	12	funding	funding	NOUN
ahmr-732	49	13	after	after	ADP
ahmr-732	49	14	foreign	foreign	ADJ
ahmr-732	49	15	direct	direct	ADJ
ahmr-732	49	16	investment	investment	NOUN
ahmr-732	49	17	(	(	PUNCT
ahmr-732	49	18	fdi	fdi	NOUN
ahmr-732	49	19	)	)	PUNCT
ahmr-732	49	20	in	in	ADP
ahmr-732	49	21	developing	develop	VERB
ahmr-732	49	22	countries	country	NOUN
ahmr-732	49	23	(	(	PUNCT
ahmr-732	49	24	world	world	PROPN
ahmr-732	49	25	bank	bank	PROPN
ahmr-732	49	26	,	,	PUNCT
ahmr-732	49	27	2004	2004	NUM
ahmr-732	49	28	)	)	PUNCT
ahmr-732	49	29	.	.	PUNCT
ahmr-732	50	1	most	most	ADJ
ahmr-732	50	2	of	of	ADP
ahmr-732	50	3	the	the	DET
ahmr-732	50	4	remittances	remittance	NOUN
ahmr-732	50	5	go	go	VERB
ahmr-732	50	6	to	to	ADP
ahmr-732	50	7	rural	rural	ADJ
ahmr-732	50	8	households	household	NOUN
ahmr-732	50	9	and	and	CCONJ
ahmr-732	50	10	are	be	AUX
ahmr-732	50	11	mainly	mainly	ADV
ahmr-732	50	12	related	relate	VERB
ahmr-732	50	13	to	to	ADP
ahmr-732	50	14	intra	intra	ADJ
ahmr-732	50	15	-	-	ADJ
ahmr-732	50	16	regional	regional	ADJ
ahmr-732	50	17	migration	migration	NOUN
ahmr-732	50	18	,	,	PUNCT
ahmr-732	50	19	especially	especially	ADV
ahmr-732	50	20	in	in	ADP
ahmr-732	50	21	western	western	ADJ
ahmr-732	50	22	and	and	CCONJ
ahmr-732	50	23	southern	southern	ADJ
ahmr-732	50	24	africa	africa	PROPN
ahmr-732	50	25	(	(	PUNCT
ahmr-732	50	26	vargas	vargas	NOUN
ahmr-732	50	27	-	-	PUNCT
ahmr-732	50	28	lundius	lundius	NOUN
ahmr-732	50	29	et	et	PROPN
ahmr-732	50	30	al	al	PROPN
ahmr-732	50	31	.	.	PROPN
ahmr-732	50	32	,	,	PUNCT
ahmr-732	50	33	2008	2008	NUM
ahmr-732	50	34	)	)	PUNCT
ahmr-732	50	35	.	.	PUNCT
ahmr-732	51	1	this	this	PRON
ahmr-732	51	2	indicates	indicate	VERB
ahmr-732	51	3	that	that	SCONJ
ahmr-732	51	4	migrant	migrant	ADJ
ahmr-732	51	5	workers	worker	NOUN
ahmr-732	51	6	have	have	VERB
ahmr-732	51	7	a	a	DET
ahmr-732	51	8	major	major	ADJ
ahmr-732	51	9	impact	impact	NOUN
ahmr-732	51	10	on	on	ADP
ahmr-732	51	11	the	the	DET
ahmr-732	51	12	economies	economy	NOUN
ahmr-732	51	13	of	of	ADP
ahmr-732	51	14	developing	develop	VERB
ahmr-732	51	15	countries	country	NOUN
ahmr-732	51	16	,	,	PUNCT
ahmr-732	51	17	particularly	particularly	ADV
ahmr-732	51	18	african	african	ADJ
ahmr-732	51	19	countries	country	NOUN
ahmr-732	51	20	where	where	SCONJ
ahmr-732	51	21	remittances	remittance	NOUN
ahmr-732	51	22	as	as	ADP
ahmr-732	51	23	a	a	DET
ahmr-732	51	24	proportion	proportion	NOUN
ahmr-732	51	25	of	of	ADP
ahmr-732	51	26	the	the	DET
ahmr-732	51	27	gdp	gdp	NOUN
ahmr-732	51	28	were	be	AUX
ahmr-732	51	29	estimated	estimate	VERB
ahmr-732	51	30	to	to	PART
ahmr-732	51	31	constitute	constitute	VERB
ahmr-732	51	32	a	a	DET
ahmr-732	51	33	0.9	0.9	NUM
ahmr-732	51	34	percent	percent	NOUN
ahmr-732	51	35	gdp	gdp	NOUN
ahmr-732	51	36	increase	increase	NOUN
ahmr-732	51	37	between	between	ADP
ahmr-732	51	38	1995	1995	NUM
ahmr-732	51	39	and	and	CCONJ
ahmr-732	51	40	2009	2009	NUM
ahmr-732	51	41	.	.	PUNCT
ahmr-732	52	1	studies	study	NOUN
ahmr-732	52	2	based	base	VERB
ahmr-732	52	3	on	on	ADP
ahmr-732	52	4	household	household	NOUN
ahmr-732	52	5	data	datum	NOUN
ahmr-732	52	6	in	in	ADP
ahmr-732	52	7	various	various	ADJ
ahmr-732	52	8	sub	sub	ADJ
ahmr-732	52	9	-	-	ADJ
ahmr-732	52	10	saharan	saharan	ADJ
ahmr-732	52	11	african	african	ADJ
ahmr-732	52	12	countries	country	NOUN
ahmr-732	52	13	have	have	AUX
ahmr-732	52	14	found	find	VERB
ahmr-732	52	15	that	that	SCONJ
ahmr-732	52	16	the	the	DET
ahmr-732	52	17	majority	majority	NOUN
ahmr-732	52	18	of	of	ADP
ahmr-732	52	19	remittances	remittance	NOUN
ahmr-732	52	20	go	go	VERB
ahmr-732	52	21	towards	towards	ADP
ahmr-732	52	22	meeting	meet	VERB
ahmr-732	52	23	basic	basic	ADJ
ahmr-732	52	24	consumption	consumption	NOUN
ahmr-732	52	25	needs	need	NOUN
ahmr-732	52	26	.	.	PUNCT
ahmr-732	53	1	a	a	DET
ahmr-732	53	2	survey	survey	NOUN
ahmr-732	53	3	of	of	ADP
ahmr-732	53	4	migrants	migrant	NOUN
ahmr-732	53	5	indicates	indicate	VERB
ahmr-732	53	6	that	that	SCONJ
ahmr-732	53	7	69.7	69.7	NUM
ahmr-732	53	8	percent	percent	NOUN
ahmr-732	53	9	of	of	ADP
ahmr-732	53	10	migrants	migrant	NOUN
ahmr-732	53	11	send	send	VERB
ahmr-732	53	12	remittances	remittance	NOUN
ahmr-732	53	13	to	to	ADP
ahmr-732	53	14	their	their	PRON
ahmr-732	53	15	home	home	NOUN
ahmr-732	53	16	countries	country	NOUN
ahmr-732	53	17	to	to	PART
ahmr-732	53	18	meet	meet	VERB
ahmr-732	53	19	essential	essential	ADJ
ahmr-732	53	20	household	household	NOUN
ahmr-732	53	21	needs	need	NOUN
ahmr-732	53	22	(	(	PUNCT
ahmr-732	53	23	united	united	PROPN
ahmr-732	53	24	nations	nation	NOUN
ahmr-732	53	25	,	,	PUNCT
ahmr-732	53	26	2011	2011	NUM
ahmr-732	53	27	)	)	PUNCT
ahmr-732	53	28	.	.	PUNCT
ahmr-732	54	1	remittances	remittance	NOUN
ahmr-732	54	2	are	be	AUX
ahmr-732	54	3	mainly	mainly	ADV
ahmr-732	54	4	personal	personal	ADJ
ahmr-732	54	5	transactions	transaction	NOUN
ahmr-732	54	6	to	to	ADP
ahmr-732	54	7	relatives	relative	NOUN
ahmr-732	54	8	and	and	CCONJ
ahmr-732	54	9	friends	friend	NOUN
ahmr-732	54	10	,	,	PUNCT
ahmr-732	54	11	and	and	CCONJ
ahmr-732	54	12	they	they	PRON
ahmr-732	54	13	make	make	VERB
ahmr-732	54	14	a	a	DET
ahmr-732	54	15	significant	significant	ADJ
ahmr-732	54	16	contribution	contribution	NOUN
ahmr-732	54	17	to	to	ADP
ahmr-732	54	18	the	the	DET
ahmr-732	54	19	welfare	welfare	NOUN
ahmr-732	54	20	and	and	CCONJ
ahmr-732	54	21	of	of	ADP
ahmr-732	54	22	the	the	DET
ahmr-732	54	23	recipient	recipient	NOUN
ahmr-732	54	24	households	household	NOUN
ahmr-732	54	25	.	.	PUNCT
ahmr-732	55	1	it	it	PRON
ahmr-732	55	2	has	have	AUX
ahmr-732	55	3	also	also	ADV
ahmr-732	55	4	been	be	AUX
ahmr-732	55	5	found	find	VERB
ahmr-732	55	6	that	that	SCONJ
ahmr-732	55	7	remittances	remittance	NOUN
ahmr-732	55	8	have	have	VERB
ahmr-732	55	9	a	a	DET
ahmr-732	55	10	multiplier	multipli	ADJ
ahmr-732	55	11	effect	effect	NOUN
ahmr-732	55	12	due	due	ADP
ahmr-732	55	13	to	to	ADP
ahmr-732	55	14	an	an	DET
ahmr-732	55	15	increase	increase	NOUN
ahmr-732	55	16	in	in	ADP
ahmr-732	55	17	household	household	NOUN
ahmr-732	55	18	expenditure	expenditure	NOUN
ahmr-732	55	19	and	and	CCONJ
ahmr-732	55	20	welfare	welfare	NOUN
ahmr-732	55	21	(	(	PUNCT
ahmr-732	55	22	gupta	gupta	PROPN
ahmr-732	55	23	et	et	PROPN
ahmr-732	55	24	al	al	PROPN
ahmr-732	55	25	.	.	PROPN
ahmr-732	55	26	,	,	PUNCT
ahmr-732	55	27	2007	2007	NUM
ahmr-732	55	28	)	)	PUNCT
ahmr-732	55	29	.	.	PUNCT
ahmr-732	56	1	impact	impact	NOUN
ahmr-732	56	2	of	of	ADP
ahmr-732	56	3	remittances	remittance	NOUN
ahmr-732	56	4	on	on	ADP
ahmr-732	56	5	poverty	poverty	NOUN
ahmr-732	56	6	remittances	remittance	NOUN
ahmr-732	56	7	play	play	VERB
ahmr-732	56	8	an	an	DET
ahmr-732	56	9	important	important	ADJ
ahmr-732	56	10	role	role	NOUN
ahmr-732	56	11	in	in	ADP
ahmr-732	56	12	reducing	reduce	VERB
ahmr-732	56	13	poverty	poverty	NOUN
ahmr-732	56	14	.	.	PUNCT
ahmr-732	57	1	they	they	PRON
ahmr-732	57	2	do	do	AUX
ahmr-732	57	3	not	not	PART
ahmr-732	57	4	,	,	PUNCT
ahmr-732	57	5	however	however	ADV
ahmr-732	57	6	,	,	PUNCT
ahmr-732	57	7	appear	appear	VERB
ahmr-732	57	8	to	to	PART
ahmr-732	57	9	have	have	VERB
ahmr-732	57	10	a	a	DET
ahmr-732	57	11	similar	similar	ADJ
ahmr-732	57	12	effect	effect	NOUN
ahmr-732	57	13	on	on	ADP
ahmr-732	57	14	inequality	inequality	NOUN
ahmr-732	57	15	since	since	SCONJ
ahmr-732	57	16	it	it	PRON
ahmr-732	57	17	is	be	AUX
ahmr-732	57	18	argued	argue	VERB
ahmr-732	57	19	that	that	SCONJ
ahmr-732	57	20	migrants	migrant	NOUN
ahmr-732	57	21	,	,	PUNCT
ahmr-732	57	22	particularly	particularly	ADV
ahmr-732	57	23	international	international	ADJ
ahmr-732	57	24	migrants	migrant	NOUN
ahmr-732	57	25	,	,	PUNCT
ahmr-732	57	26	do	do	AUX
ahmr-732	57	27	not	not	PART
ahmr-732	57	28	come	come	VERB
ahmr-732	57	29	from	from	ADP
ahmr-732	57	30	the	the	DET
ahmr-732	57	31	poorest	poor	ADJ
ahmr-732	57	32	households	household	NOUN
ahmr-732	57	33	(	(	PUNCT
ahmr-732	57	34	vargas	vargas	NOUN
ahmr-732	57	35	-	-	PUNCT
ahmr-732	57	36	lundius	lundius	NOUN
ahmr-732	57	37	et	et	PROPN
ahmr-732	57	38	al	al	PROPN
ahmr-732	57	39	.	.	PROPN
ahmr-732	57	40	,	,	PUNCT
ahmr-732	57	41	2008	2008	NUM
ahmr-732	57	42	)	)	PUNCT
ahmr-732	57	43	.	.	PUNCT
ahmr-732	58	1	nevertheless	nevertheless	ADV
ahmr-732	58	2	,	,	PUNCT
ahmr-732	58	3	recent	recent	ADJ
ahmr-732	58	4	studies	study	NOUN
ahmr-732	58	5	in	in	ADP
ahmr-732	58	6	the	the	DET
ahmr-732	58	7	pacific	pacific	PROPN
ahmr-732	58	8	region	region	PROPN
ahmr-732	58	9	suggest	suggest	VERB
ahmr-732	58	10	that	that	SCONJ
ahmr-732	58	11	the	the	DET
ahmr-732	58	12	negative	negative	ADJ
ahmr-732	58	13	impact	impact	NOUN
ahmr-732	58	14	of	of	ADP
ahmr-732	58	15	remittances	remittance	NOUN
ahmr-732	58	16	on	on	ADP
ahmr-732	58	17	income	income	NOUN
ahmr-732	58	18	inequality	inequality	NOUN
ahmr-732	58	19	is	be	AUX
ahmr-732	58	20	only	only	ADV
ahmr-732	58	21	short	short	ADJ
ahmr-732	58	22	term	term	NOUN
ahmr-732	58	23	as	as	SCONJ
ahmr-732	58	24	the	the	DET
ahmr-732	58	25	formation	formation	NOUN
ahmr-732	58	26	of	of	ADP
ahmr-732	58	27	networks	network	NOUN
ahmr-732	58	28	helps	helps	AUX
ahmr-732	58	29	reduce	reduce	VERB
ahmr-732	58	30	migration	migration	NOUN
ahmr-732	58	31	related	relate	VERB
ahmr-732	58	32	costs	cost	NOUN
ahmr-732	58	33	making	make	VERB
ahmr-732	58	34	it	it	PRON
ahmr-732	58	35	affordable	affordable	ADJ
ahmr-732	58	36	for	for	ADP
ahmr-732	58	37	poor	poor	ADJ
ahmr-732	58	38	people	people	NOUN
ahmr-732	58	39	(	(	PUNCT
ahmr-732	58	40	brown	brown	ADJ
ahmr-732	58	41	,	,	PUNCT
ahmr-732	58	42	2008	2008	NUM
ahmr-732	58	43	)	)	PUNCT
ahmr-732	58	44	.	.	PUNCT
ahmr-732	59	1	remittances	remittance	NOUN
ahmr-732	59	2	are	be	AUX
ahmr-732	59	3	expected	expect	VERB
ahmr-732	59	4	to	to	PART
ahmr-732	59	5	lessen	lessen	VERB
ahmr-732	59	6	poverty	poverty	NOUN
ahmr-732	59	7	since	since	SCONJ
ahmr-732	59	8	they	they	PRON
ahmr-732	59	9	can	can	AUX
ahmr-732	59	10	be	be	AUX
ahmr-732	59	11	received	receive	VERB
ahmr-732	59	12	directly	directly	ADV
ahmr-732	59	13	by	by	ADP
ahmr-732	59	14	the	the	DET
ahmr-732	59	15	poor	poor	ADJ
ahmr-732	59	16	.	.	PUNCT
ahmr-732	60	1	evidence	evidence	NOUN
ahmr-732	60	2	suggests	suggest	VERB
ahmr-732	60	3	that	that	SCONJ
ahmr-732	60	4	remittance	remittance	NOUN
ahmr-732	60	5	-	-	PUNCT
ahmr-732	60	6	receiving	receive	VERB
ahmr-732	60	7	households	household	NOUN
ahmr-732	60	8	generally	generally	ADV
ahmr-732	60	9	have	have	VERB
ahmr-732	60	10	higher	high	ADJ
ahmr-732	60	11	incomes	income	NOUN
ahmr-732	60	12	and	and	CCONJ
ahmr-732	60	13	greater	great	ADJ
ahmr-732	60	14	expenditure	expenditure	NOUN
ahmr-732	60	15	,	,	PUNCT
ahmr-732	60	16	as	as	ADV
ahmr-732	60	17	well	well	ADV
ahmr-732	60	18	as	as	ADP
ahmr-732	60	19	a	a	DET
ahmr-732	60	20	lower	low	ADJ
ahmr-732	60	21	likelihood	likelihood	NOUN
ahmr-732	60	22	of	of	ADP
ahmr-732	60	23	suffering	suffer	VERB
ahmr-732	60	24	extreme	extreme	ADJ
ahmr-732	60	25	poverty	poverty	NOUN
ahmr-732	60	26	,	,	PUNCT
ahmr-732	60	27	compared	compare	VERB
ahmr-732	60	28	to	to	ADP
ahmr-732	60	29	households	household	NOUN
ahmr-732	60	30	that	that	PRON
ahmr-732	60	31	do	do	AUX
ahmr-732	60	32	not	not	PART
ahmr-732	60	33	receive	receive	VERB
ahmr-732	60	34	remittances	remittance	NOUN
ahmr-732	60	35	(	(	PUNCT
ahmr-732	60	36	ratha	ratha	X
ahmr-732	60	37	,	,	PUNCT
ahmr-732	60	38	2013	2013	NUM
ahmr-732	60	39	)	)	PUNCT
ahmr-732	60	40	.	.	PUNCT
ahmr-732	61	1	the	the	DET
ahmr-732	61	2	impact	impact	NOUN
ahmr-732	61	3	of	of	ADP
ahmr-732	61	4	remittances	remittance	NOUN
ahmr-732	61	5	82	82	NUM
ahmr-732	61	6	on	on	ADP
ahmr-732	61	7	the	the	DET
ahmr-732	61	8	reduction	reduction	NOUN
ahmr-732	61	9	of	of	ADP
ahmr-732	61	10	poverty	poverty	NOUN
ahmr-732	61	11	can	can	AUX
ahmr-732	61	12	be	be	AUX
ahmr-732	61	13	understood	understand	VERB
ahmr-732	61	14	from	from	ADP
ahmr-732	61	15	both	both	CCONJ
ahmr-732	61	16	the	the	DET
ahmr-732	61	17	micro	micro	ADJ
ahmr-732	61	18	and	and	CCONJ
ahmr-732	61	19	macro	macro	ADJ
ahmr-732	61	20	perspectives	perspective	NOUN
ahmr-732	61	21	(	(	PUNCT
ahmr-732	61	22	united	united	PROPN
ahmr-732	61	23	nations	nation	NOUN
ahmr-732	61	24	,	,	PUNCT
ahmr-732	61	25	2011	2011	NUM
ahmr-732	61	26	)	)	PUNCT
ahmr-732	61	27	.	.	PUNCT
ahmr-732	62	1	while	while	SCONJ
ahmr-732	62	2	poverty	poverty	NOUN
ahmr-732	62	3	may	may	AUX
ahmr-732	62	4	be	be	AUX
ahmr-732	62	5	a	a	DET
ahmr-732	62	6	motivating	motivating	NOUN
ahmr-732	62	7	factor	factor	NOUN
ahmr-732	62	8	in	in	ADP
ahmr-732	62	9	migration	migration	NOUN
ahmr-732	62	10	and	and	CCONJ
ahmr-732	62	11	subsequent	subsequent	ADJ
ahmr-732	62	12	incoming	incoming	ADJ
ahmr-732	62	13	remittances	remittance	NOUN
ahmr-732	62	14	,	,	PUNCT
ahmr-732	62	15	the	the	DET
ahmr-732	62	16	relationship	relationship	NOUN
ahmr-732	62	17	between	between	ADP
ahmr-732	62	18	remittances	remittance	NOUN
ahmr-732	62	19	and	and	CCONJ
ahmr-732	62	20	poverty	poverty	NOUN
ahmr-732	62	21	does	do	AUX
ahmr-732	62	22	not	not	PART
ahmr-732	62	23	appear	appear	VERB
ahmr-732	62	24	to	to	PART
ahmr-732	62	25	be	be	AUX
ahmr-732	62	26	unidirectional	unidirectional	ADJ
ahmr-732	62	27	.	.	PUNCT
ahmr-732	63	1	in	in	ADP
ahmr-732	63	2	senegal	senegal	PROPN
ahmr-732	63	3	,	,	PUNCT
ahmr-732	63	4	for	for	ADP
ahmr-732	63	5	instance	instance	NOUN
ahmr-732	63	6	,	,	PUNCT
ahmr-732	63	7	poor	poor	ADJ
ahmr-732	63	8	households	household	NOUN
ahmr-732	63	9	pool	pool	NOUN
ahmr-732	63	10	resources	resource	NOUN
ahmr-732	63	11	to	to	PART
ahmr-732	63	12	cover	cover	VERB
ahmr-732	63	13	the	the	DET
ahmr-732	63	14	migration	migration	NOUN
ahmr-732	63	15	costs	cost	NOUN
ahmr-732	63	16	for	for	ADP
ahmr-732	63	17	skilled	skilled	ADJ
ahmr-732	63	18	members	member	NOUN
ahmr-732	63	19	who	who	PRON
ahmr-732	63	20	in	in	ADP
ahmr-732	63	21	turn	turn	NOUN
ahmr-732	63	22	remit	remit	VERB
ahmr-732	63	23	their	their	PRON
ahmr-732	63	24	income	income	NOUN
ahmr-732	63	25	,	,	PUNCT
ahmr-732	63	26	creating	create	VERB
ahmr-732	63	27	a	a	DET
ahmr-732	63	28	steady	steady	ADJ
ahmr-732	63	29	flow	flow	NOUN
ahmr-732	63	30	of	of	ADP
ahmr-732	63	31	income	income	NOUN
ahmr-732	63	32	to	to	PART
ahmr-732	63	33	supplement	supplement	VERB
ahmr-732	63	34	the	the	DET
ahmr-732	63	35	poor	poor	ADJ
ahmr-732	63	36	household	household	NOUN
ahmr-732	63	37	(	(	PUNCT
ahmr-732	63	38	gupta	gupta	PROPN
ahmr-732	63	39	et	et	PROPN
ahmr-732	63	40	al	al	PROPN
ahmr-732	63	41	.	.	PROPN
ahmr-732	63	42	2007	2007	NUM
ahmr-732	63	43	)	)	PUNCT
ahmr-732	63	44	.	.	PUNCT
ahmr-732	64	1	other	other	ADJ
ahmr-732	64	2	research	research	NOUN
ahmr-732	64	3	on	on	ADP
ahmr-732	64	4	the	the	DET
ahmr-732	64	5	dynamics	dynamic	NOUN
ahmr-732	64	6	of	of	ADP
ahmr-732	64	7	poverty	poverty	NOUN
ahmr-732	64	8	and	and	CCONJ
ahmr-732	64	9	migration	migration	NOUN
ahmr-732	64	10	suggests	suggest	VERB
ahmr-732	64	11	that	that	SCONJ
ahmr-732	64	12	economic	economic	ADJ
ahmr-732	64	13	conditions	condition	NOUN
ahmr-732	64	14	such	such	ADJ
ahmr-732	64	15	as	as	ADP
ahmr-732	64	16	the	the	DET
ahmr-732	64	17	gnp	gnp	PROPN
ahmr-732	64	18	per	per	ADP
ahmr-732	64	19	capita	capita	NOUN
ahmr-732	64	20	and	and	CCONJ
ahmr-732	64	21	the	the	DET
ahmr-732	64	22	distribution	distribution	NOUN
ahmr-732	64	23	of	of	ADP
ahmr-732	64	24	income	income	NOUN
ahmr-732	64	25	play	play	VERB
ahmr-732	64	26	important	important	ADJ
ahmr-732	64	27	roles	role	NOUN
ahmr-732	64	28	in	in	ADP
ahmr-732	64	29	international	international	ADJ
ahmr-732	64	30	migration	migration	NOUN
ahmr-732	64	31	.	.	PUNCT
ahmr-732	65	1	in	in	ADP
ahmr-732	65	2	an	an	DET
ahmr-732	65	3	empirical	empirical	ADJ
ahmr-732	65	4	analysis	analysis	NOUN
ahmr-732	65	5	using	use	VERB
ahmr-732	65	6	233	233	NUM
ahmr-732	65	7	poverty	poverty	NOUN
ahmr-732	65	8	surveys	survey	NOUN
ahmr-732	65	9	from	from	ADP
ahmr-732	65	10	76	76	NUM
ahmr-732	65	11	developing	develop	VERB
ahmr-732	65	12	countries	country	NOUN
ahmr-732	65	13	,	,	PUNCT
ahmr-732	65	14	24	24	NUM
ahmr-732	65	15	of	of	ADP
ahmr-732	65	16	which	which	PRON
ahmr-732	65	17	are	be	AUX
ahmr-732	65	18	in	in	ADP
ahmr-732	65	19	sub	sub	ADJ
ahmr-732	65	20	-	-	ADJ
ahmr-732	65	21	saharan	saharan	ADJ
ahmr-732	65	22	africa	africa	PROPN
ahmr-732	65	23	,	,	PUNCT
ahmr-732	65	24	it	it	PRON
ahmr-732	65	25	was	be	AUX
ahmr-732	65	26	found	find	VERB
ahmr-732	65	27	that	that	SCONJ
ahmr-732	65	28	a	a	DET
ahmr-732	65	29	10	10	NUM
ahmr-732	65	30	percent	percent	NOUN
ahmr-732	65	31	increase	increase	NOUN
ahmr-732	65	32	in	in	ADP
ahmr-732	65	33	remittances	remittance	NOUN
ahmr-732	65	34	as	as	ADP
ahmr-732	65	35	a	a	DET
ahmr-732	65	36	percentage	percentage	NOUN
ahmr-732	65	37	of	of	ADP
ahmr-732	65	38	gdp	gdp	NOUN
ahmr-732	65	39	is	be	AUX
ahmr-732	65	40	related	relate	VERB
ahmr-732	65	41	to	to	ADP
ahmr-732	65	42	slightly	slightly	ADV
ahmr-732	65	43	more	more	ADJ
ahmr-732	65	44	than	than	ADP
ahmr-732	65	45	a	a	DET
ahmr-732	65	46	1	1	NUM
ahmr-732	65	47	percent	percent	NOUN
ahmr-732	65	48	decline	decline	NOUN
ahmr-732	65	49	in	in	ADP
ahmr-732	65	50	the	the	DET
ahmr-732	65	51	poverty	poverty	NOUN
ahmr-732	65	52	headcount	headcount	NOUN
ahmr-732	65	53	and	and	CCONJ
ahmr-732	65	54	poverty	poverty	NOUN
ahmr-732	65	55	gap	gap	NOUN
ahmr-732	65	56	which	which	PRON
ahmr-732	65	57	measures	measure	VERB
ahmr-732	65	58	how	how	SCONJ
ahmr-732	65	59	far	far	ADV
ahmr-732	65	60	below	below	ADP
ahmr-732	65	61	the	the	DET
ahmr-732	65	62	poverty	poverty	NOUN
ahmr-732	65	63	line	line	NOUN
ahmr-732	65	64	one	one	NUM
ahmr-732	65	65	’s	’s	PART
ahmr-732	65	66	income	income	NOUN
ahmr-732	65	67	lies	lie	NOUN
ahmr-732	65	68	(	(	PUNCT
ahmr-732	65	69	gupta	gupta	NOUN
ahmr-732	65	70	et	et	PROPN
ahmr-732	65	71	al	al	PROPN
ahmr-732	65	72	.	.	PROPN
ahmr-732	65	73	2007	2007	NUM
ahmr-732	65	74	)	)	PUNCT
ahmr-732	65	75	.	.	PUNCT
ahmr-732	66	1	evidence	evidence	NOUN
ahmr-732	66	2	from	from	ADP
ahmr-732	66	3	the	the	DET
ahmr-732	66	4	philippines	philippine	NOUN
ahmr-732	66	5	reveals	reveal	VERB
ahmr-732	66	6	that	that	SCONJ
ahmr-732	66	7	wealthier	wealthy	ADJ
ahmr-732	66	8	households	household	NOUN
ahmr-732	66	9	derive	derive	VERB
ahmr-732	66	10	a	a	DET
ahmr-732	66	11	larger	large	ADJ
ahmr-732	66	12	share	share	NOUN
ahmr-732	66	13	of	of	ADP
ahmr-732	66	14	their	their	PRON
ahmr-732	66	15	income	income	NOUN
ahmr-732	66	16	from	from	ADP
ahmr-732	66	17	international	international	ADJ
ahmr-732	66	18	remittances	remittance	NOUN
ahmr-732	66	19	.	.	PUNCT
ahmr-732	67	1	data	datum	NOUN
ahmr-732	67	2	from	from	ADP
ahmr-732	67	3	the	the	DET
ahmr-732	67	4	family	family	NOUN
ahmr-732	67	5	income	income	NOUN
ahmr-732	67	6	and	and	CCONJ
ahmr-732	67	7	expenditure	expenditure	NOUN
ahmr-732	67	8	survey	survey	NOUN
ahmr-732	67	9	2000	2000	NUM
ahmr-732	67	10	(	(	PUNCT
ahmr-732	67	11	fies	fie	NOUN
ahmr-732	67	12	)	)	PUNCT
ahmr-732	67	13	indicate	indicate	VERB
ahmr-732	67	14	that	that	SCONJ
ahmr-732	67	15	high	high	ADJ
ahmr-732	67	16	income	income	NOUN
ahmr-732	67	17	households	household	NOUN
ahmr-732	67	18	have	have	VERB
ahmr-732	67	19	a	a	DET
ahmr-732	67	20	higher	high	ADJ
ahmr-732	67	21	amount	amount	NOUN
ahmr-732	67	22	of	of	ADP
ahmr-732	67	23	income	income	NOUN
ahmr-732	67	24	from	from	ADP
ahmr-732	67	25	international	international	ADJ
ahmr-732	67	26	remittances	remittance	NOUN
ahmr-732	67	27	as	as	ADP
ahmr-732	67	28	a	a	DET
ahmr-732	67	29	proportion	proportion	NOUN
ahmr-732	67	30	of	of	ADP
ahmr-732	67	31	the	the	DET
ahmr-732	67	32	total	total	ADJ
ahmr-732	67	33	household	household	NOUN
ahmr-732	67	34	income	income	NOUN
ahmr-732	67	35	(	(	PUNCT
ahmr-732	67	36	bargess	bargess	NOUN
ahmr-732	67	37	and	and	CCONJ
ahmr-732	67	38	haksar	haksar	NOUN
ahmr-732	67	39	,	,	PUNCT
ahmr-732	67	40	2005	2005	NUM
ahmr-732	67	41	)	)	PUNCT
ahmr-732	67	42	.	.	PUNCT
ahmr-732	68	1	however	however	ADV
ahmr-732	68	2	,	,	PUNCT
ahmr-732	68	3	the	the	DET
ahmr-732	68	4	fies	fie	NOUN
ahmr-732	68	5	includes	include	VERB
ahmr-732	68	6	both	both	DET
ahmr-732	68	7	remittances	remittance	NOUN
ahmr-732	68	8	and	and	CCONJ
ahmr-732	68	9	income	income	NOUN
ahmr-732	68	10	from	from	ADP
ahmr-732	68	11	investments	investment	NOUN
ahmr-732	68	12	and	and	CCONJ
ahmr-732	68	13	therefore	therefore	ADV
ahmr-732	68	14	may	may	AUX
ahmr-732	68	15	be	be	AUX
ahmr-732	68	16	an	an	DET
ahmr-732	68	17	indication	indication	NOUN
ahmr-732	68	18	of	of	ADP
ahmr-732	68	19	the	the	DET
ahmr-732	68	20	share	share	NOUN
ahmr-732	68	21	of	of	ADP
ahmr-732	68	22	capital	capital	NOUN
ahmr-732	68	23	income	income	NOUN
ahmr-732	68	24	from	from	ADP
ahmr-732	68	25	migrants	migrant	NOUN
ahmr-732	68	26	.	.	PUNCT
ahmr-732	69	1	a	a	DET
ahmr-732	69	2	study	study	NOUN
ahmr-732	69	3	conducted	conduct	VERB
ahmr-732	69	4	on	on	ADP
ahmr-732	69	5	1000	1000	NUM
ahmr-732	69	6	households	household	NOUN
ahmr-732	69	7	in	in	ADP
ahmr-732	69	8	three	three	NUM
ahmr-732	69	9	villages	village	NOUN
ahmr-732	69	10	in	in	ADP
ahmr-732	69	11	egypt	egypt	PROPN
ahmr-732	69	12	found	find	VERB
ahmr-732	69	13	that	that	SCONJ
ahmr-732	69	14	the	the	DET
ahmr-732	69	15	number	number	NOUN
ahmr-732	69	16	of	of	ADP
ahmr-732	69	17	poor	poor	ADJ
ahmr-732	69	18	households	household	NOUN
ahmr-732	69	19	in	in	ADP
ahmr-732	69	20	rural	rural	ADJ
ahmr-732	69	21	egypt	egypt	PROPN
ahmr-732	69	22	was	be	AUX
ahmr-732	69	23	reduced	reduce	VERB
ahmr-732	69	24	by	by	ADP
ahmr-732	69	25	9.8	9.8	NUM
ahmr-732	69	26	percent	percent	NOUN
ahmr-732	69	27	where	where	SCONJ
ahmr-732	69	28	household	household	NOUN
ahmr-732	69	29	incomes	income	NOUN
ahmr-732	69	30	include	include	VERB
ahmr-732	69	31	remittances	remittance	NOUN
ahmr-732	69	32	.	.	PUNCT
ahmr-732	70	1	in	in	ADP
ahmr-732	70	2	addition	addition	NOUN
ahmr-732	70	3	,	,	PUNCT
ahmr-732	70	4	it	it	PRON
ahmr-732	70	5	was	be	AUX
ahmr-732	70	6	found	find	VERB
ahmr-732	70	7	that	that	SCONJ
ahmr-732	70	8	14.7	14.7	NUM
ahmr-732	70	9	per	per	ADP
ahmr-732	70	10	cent	cent	NOUN
ahmr-732	70	11	of	of	ADP
ahmr-732	70	12	the	the	DET
ahmr-732	70	13	total	total	ADJ
ahmr-732	70	14	income	income	NOUN
ahmr-732	70	15	of	of	ADP
ahmr-732	70	16	poor	poor	ADJ
ahmr-732	70	17	households	household	NOUN
ahmr-732	70	18	came	come	VERB
ahmr-732	70	19	from	from	ADP
ahmr-732	70	20	remittances	remittance	NOUN
ahmr-732	70	21	(	(	PUNCT
ahmr-732	70	22	adams	adam	NOUN
ahmr-732	70	23	,	,	PUNCT
ahmr-732	70	24	1991:73	1991:73	NUM
ahmr-732	70	25	-	-	SYM
ahmr-732	70	26	74	74	NUM
ahmr-732	70	27	)	)	PUNCT
ahmr-732	70	28	.	.	PUNCT
ahmr-732	71	1	more	more	ADV
ahmr-732	71	2	recently	recently	ADV
ahmr-732	71	3	,	,	PUNCT
ahmr-732	71	4	during	during	ADP
ahmr-732	71	5	the	the	DET
ahmr-732	71	6	arab	arab	ADJ
ahmr-732	71	7	spring	spring	NOUN
ahmr-732	71	8	remittances	remittance	NOUN
ahmr-732	71	9	in	in	ADP
ahmr-732	71	10	egypt	egypt	PROPN
ahmr-732	71	11	grew	grow	VERB
ahmr-732	71	12	exponentially	exponentially	ADV
ahmr-732	71	13	from	from	ADP
ahmr-732	71	14	us	we	PRON
ahmr-732	71	15	$	$	SYM
ahmr-732	71	16	7.15	7.15	NUM
ahmr-732	71	17	billion	billion	NUM
ahmr-732	71	18	to	to	ADP
ahmr-732	71	19	us	we	PRON
ahmr-732	71	20	$	$	SYM
ahmr-732	71	21	14.32	14.32	NUM
ahmr-732	71	22	billion	billion	NUM
ahmr-732	71	23	between	between	ADP
ahmr-732	71	24	2009	2009	NUM
ahmr-732	71	25	and	and	CCONJ
ahmr-732	71	26	2011	2011	NUM
ahmr-732	71	27	,	,	PUNCT
ahmr-732	71	28	giving	give	VERB
ahmr-732	71	29	a	a	DET
ahmr-732	71	30	clear	clear	ADJ
ahmr-732	71	31	example	example	NOUN
ahmr-732	71	32	of	of	ADP
ahmr-732	71	33	how	how	SCONJ
ahmr-732	71	34	remittances	remittance	NOUN
ahmr-732	71	35	can	can	AUX
ahmr-732	71	36	act	act	VERB
ahmr-732	71	37	as	as	ADP
ahmr-732	71	38	a	a	DET
ahmr-732	71	39	lifeline	lifeline	NOUN
ahmr-732	71	40	to	to	ADP
ahmr-732	71	41	poor	poor	ADJ
ahmr-732	71	42	households	household	NOUN
ahmr-732	71	43	(	(	PUNCT
ahmr-732	71	44	ratha	ratha	X
ahmr-732	71	45	,	,	PUNCT
ahmr-732	71	46	2013	2013	NUM
ahmr-732	71	47	)	)	PUNCT
ahmr-732	71	48	.	.	PUNCT
ahmr-732	72	1	in	in	ADP
ahmr-732	72	2	a	a	DET
ahmr-732	72	3	study	study	NOUN
ahmr-732	72	4	to	to	PART
ahmr-732	72	5	determine	determine	VERB
ahmr-732	72	6	whether	whether	SCONJ
ahmr-732	72	7	international	international	ADJ
ahmr-732	72	8	migration	migration	NOUN
ahmr-732	72	9	and	and	CCONJ
ahmr-732	72	10	remittances	remittance	NOUN
ahmr-732	72	11	reduce	reduce	VERB
ahmr-732	72	12	poverty	poverty	NOUN
ahmr-732	72	13	in	in	ADP
ahmr-732	72	14	developing	develop	VERB
ahmr-732	72	15	countries	country	NOUN
ahmr-732	72	16	,	,	PUNCT
ahmr-732	72	17	richard	richard	PROPN
ahmr-732	72	18	et	et	PROPN
ahmr-732	72	19	al	al	PROPN
ahmr-732	72	20	.	.	PROPN
ahmr-732	73	1	(	(	PUNCT
ahmr-732	73	2	2005	2005	NUM
ahmr-732	73	3	)	)	PUNCT
ahmr-732	73	4	constructed	construct	VERB
ahmr-732	73	5	and	and	CCONJ
ahmr-732	73	6	analysed	analyse	VERB
ahmr-732	73	7	a	a	DET
ahmr-732	73	8	set	set	NOUN
ahmr-732	73	9	of	of	ADP
ahmr-732	73	10	data	datum	NOUN
ahmr-732	73	11	on	on	ADP
ahmr-732	73	12	international	international	ADJ
ahmr-732	73	13	migration	migration	NOUN
ahmr-732	73	14	,	,	PUNCT
ahmr-732	73	15	remittances	remittance	NOUN
ahmr-732	73	16	,	,	PUNCT
ahmr-732	73	17	poverty	poverty	NOUN
ahmr-732	73	18	and	and	CCONJ
ahmr-732	73	19	inequality	inequality	NOUN
ahmr-732	73	20	from	from	ADP
ahmr-732	73	21	71	71	NUM
ahmr-732	73	22	developing	develop	VERB
ahmr-732	73	23	countries	country	NOUN
ahmr-732	73	24	.	.	PUNCT
ahmr-732	74	1	the	the	DET
ahmr-732	74	2	study	study	NOUN
ahmr-732	74	3	looks	look	VERB
ahmr-732	74	4	at	at	ADP
ahmr-732	74	5	income	income	NOUN
ahmr-732	74	6	levels	level	NOUN
ahmr-732	74	7	,	,	PUNCT
ahmr-732	74	8	income	income	NOUN
ahmr-732	74	9	inequality	inequality	NOUN
ahmr-732	74	10	and	and	CCONJ
ahmr-732	74	11	the	the	DET
ahmr-732	74	12	geographical	geographical	ADJ
ahmr-732	74	13	setting	setting	NOUN
ahmr-732	74	14	.	.	PUNCT
ahmr-732	75	1	results	result	NOUN
ahmr-732	75	2	indicate	indicate	VERB
ahmr-732	75	3	that	that	SCONJ
ahmr-732	75	4	migration	migration	NOUN
ahmr-732	75	5	and	and	CCONJ
ahmr-732	75	6	remittances	remittance	NOUN
ahmr-732	75	7	lead	lead	VERB
ahmr-732	75	8	to	to	ADP
ahmr-732	75	9	a	a	DET
ahmr-732	75	10	significant	significant	ADJ
ahmr-732	75	11	decline	decline	NOUN
ahmr-732	75	12	in	in	ADP
ahmr-732	75	13	the	the	DET
ahmr-732	75	14	level	level	NOUN
ahmr-732	75	15	,	,	PUNCT
ahmr-732	75	16	depth	depth	NOUN
ahmr-732	75	17	83	83	NUM
ahmr-732	75	18	(	(	PUNCT
ahmr-732	75	19	amount	amount	NOUN
ahmr-732	75	20	by	by	ADP
ahmr-732	75	21	which	which	PRON
ahmr-732	75	22	the	the	DET
ahmr-732	75	23	average	average	ADJ
ahmr-732	75	24	expenditures	expenditure	NOUN
ahmr-732	75	25	(	(	PUNCT
ahmr-732	75	26	income	income	NOUN
ahmr-732	75	27	)	)	PUNCT
ahmr-732	75	28	of	of	ADP
ahmr-732	75	29	the	the	DET
ahmr-732	75	30	poor	poor	ADJ
ahmr-732	75	31	fall	fall	VERB
ahmr-732	75	32	short	short	ADV
ahmr-732	75	33	of	of	ADP
ahmr-732	75	34	the	the	DET
ahmr-732	75	35	poverty	poverty	NOUN
ahmr-732	75	36	line	line	NOUN
ahmr-732	75	37	)	)	PUNCT
ahmr-732	75	38	and	and	CCONJ
ahmr-732	75	39	severity	severity	NOUN
ahmr-732	75	40	of	of	ADP
ahmr-732	75	41	poverty	poverty	NOUN
ahmr-732	75	42	in	in	ADP
ahmr-732	75	43	developing	develop	VERB
ahmr-732	75	44	countries	country	NOUN
ahmr-732	75	45	.	.	PUNCT
ahmr-732	76	1	“	"	PUNCT
ahmr-732	76	2	after	after	ADP
ahmr-732	76	3	instrumenting	instrument	VERB
ahmr-732	76	4	for	for	ADP
ahmr-732	76	5	the	the	DET
ahmr-732	76	6	possible	possible	ADJ
ahmr-732	76	7	endogeneity	endogeneity	NOUN
ahmr-732	76	8	of	of	ADP
ahmr-732	76	9	international	international	ADJ
ahmr-732	76	10	remittances	remittance	NOUN
ahmr-732	76	11	,	,	PUNCT
ahmr-732	76	12	a	a	DET
ahmr-732	76	13	10	10	NUM
ahmr-732	76	14	%	%	NOUN
ahmr-732	76	15	increase	increase	NOUN
ahmr-732	76	16	in	in	ADP
ahmr-732	76	17	per	per	ADP
ahmr-732	76	18	capita	capita	X
ahmr-732	76	19	official	official	ADJ
ahmr-732	76	20	international	international	ADJ
ahmr-732	76	21	remittances	remittance	NOUN
ahmr-732	76	22	will	will	AUX
ahmr-732	76	23	lead	lead	VERB
ahmr-732	76	24	to	to	ADP
ahmr-732	76	25	a	a	DET
ahmr-732	76	26	3.5	3.5	NUM
ahmr-732	76	27	%	%	NOUN
ahmr-732	76	28	decline	decline	NOUN
ahmr-732	76	29	in	in	ADP
ahmr-732	76	30	the	the	DET
ahmr-732	76	31	share	share	NOUN
ahmr-732	76	32	of	of	ADP
ahmr-732	76	33	people	people	NOUN
ahmr-732	76	34	living	live	VERB
ahmr-732	76	35	in	in	ADP
ahmr-732	76	36	poverty	poverty	NOUN
ahmr-732	76	37	.	.	PUNCT
ahmr-732	76	38	”	"	PUNCT
ahmr-732	77	1	another	another	DET
ahmr-732	77	2	study	study	NOUN
ahmr-732	77	3	uses	use	VERB
ahmr-732	77	4	survey	survey	NOUN
ahmr-732	77	5	data	datum	NOUN
ahmr-732	77	6	from	from	ADP
ahmr-732	77	7	7680	7680	NUM
ahmr-732	77	8	households	household	NOUN
ahmr-732	77	9	between	between	ADP
ahmr-732	77	10	1986	1986	NUM
ahmr-732	77	11	and	and	CCONJ
ahmr-732	77	12	1987	1987	NUM
ahmr-732	77	13	to	to	PART
ahmr-732	77	14	determine	determine	VERB
ahmr-732	77	15	the	the	DET
ahmr-732	77	16	impact	impact	NOUN
ahmr-732	77	17	that	that	PRON
ahmr-732	77	18	remittances	remittance	NOUN
ahmr-732	77	19	have	have	VERB
ahmr-732	77	20	on	on	ADP
ahmr-732	77	21	poverty	poverty	NOUN
ahmr-732	77	22	and	and	CCONJ
ahmr-732	77	23	welfare	welfare	NOUN
ahmr-732	77	24	in	in	ADP
ahmr-732	77	25	lesotho	lesotho	PROPN
ahmr-732	77	26	’s	’s	PART
ahmr-732	77	27	rural	rural	ADJ
ahmr-732	77	28	and	and	CCONJ
ahmr-732	77	29	urban	urban	ADJ
ahmr-732	77	30	population	population	NOUN
ahmr-732	77	31	(	(	PUNCT
ahmr-732	77	32	gustaffson	gustaffson	NOUN
ahmr-732	77	33	and	and	CCONJ
ahmr-732	77	34	makonnen	makonnen	PROPN
ahmr-732	77	35	1993	1993	NUM
ahmr-732	77	36	)	)	PUNCT
ahmr-732	77	37	.	.	PUNCT
ahmr-732	78	1	results	result	NOUN
ahmr-732	78	2	show	show	VERB
ahmr-732	78	3	that	that	SCONJ
ahmr-732	78	4	35	35	NUM
ahmr-732	78	5	percent	percent	NOUN
ahmr-732	78	6	of	of	ADP
ahmr-732	78	7	the	the	DET
ahmr-732	78	8	total	total	ADJ
ahmr-732	78	9	household	household	NOUN
ahmr-732	78	10	income	income	NOUN
ahmr-732	78	11	is	be	AUX
ahmr-732	78	12	from	from	ADP
ahmr-732	78	13	remittances	remittance	NOUN
ahmr-732	78	14	.	.	PUNCT
ahmr-732	79	1	the	the	DET
ahmr-732	79	2	study	study	NOUN
ahmr-732	79	3	further	far	ADV
ahmr-732	79	4	shows	show	VERB
ahmr-732	79	5	that	that	SCONJ
ahmr-732	79	6	if	if	SCONJ
ahmr-732	79	7	the	the	DET
ahmr-732	79	8	households	household	NOUN
ahmr-732	79	9	received	receive	VERB
ahmr-732	79	10	no	no	DET
ahmr-732	79	11	remittance	remittance	NOUN
ahmr-732	79	12	at	at	ADV
ahmr-732	79	13	all	all	ADV
ahmr-732	79	14	,	,	PUNCT
ahmr-732	79	15	there	there	PRON
ahmr-732	79	16	would	would	AUX
ahmr-732	79	17	be	be	AUX
ahmr-732	79	18	a	a	DET
ahmr-732	79	19	32	32	NUM
ahmr-732	79	20	percent	percent	NOUN
ahmr-732	79	21	fall	fall	NOUN
ahmr-732	79	22	in	in	ADP
ahmr-732	79	23	consumption	consumption	NOUN
ahmr-732	79	24	levels	level	NOUN
ahmr-732	79	25	as	as	ADV
ahmr-732	79	26	well	well	ADV
ahmr-732	79	27	as	as	ADP
ahmr-732	79	28	a	a	DET
ahmr-732	79	29	26	26	NUM
ahmr-732	79	30	percent	percent	NOUN
ahmr-732	79	31	rise	rise	NOUN
ahmr-732	79	32	in	in	ADP
ahmr-732	79	33	poverty	poverty	NOUN
ahmr-732	79	34	head	head	NOUN
ahmr-732	79	35	count	count	NOUN
ahmr-732	79	36	.	.	PUNCT
ahmr-732	80	1	there	there	PRON
ahmr-732	80	2	would	would	AUX
ahmr-732	80	3	also	also	ADV
ahmr-732	80	4	be	be	AUX
ahmr-732	80	5	a	a	DET
ahmr-732	80	6	52	52	NUM
ahmr-732	80	7	percent	percent	NOUN
ahmr-732	80	8	rise	rise	NOUN
ahmr-732	80	9	in	in	ADP
ahmr-732	80	10	the	the	DET
ahmr-732	80	11	poverty	poverty	NOUN
ahmr-732	80	12	gap	gap	NOUN
ahmr-732	80	13	index	index	NOUN
ahmr-732	80	14	(	(	PUNCT
ahmr-732	80	15	measure	measure	NOUN
ahmr-732	80	16	in	in	ADP
ahmr-732	80	17	percentage	percentage	NOUN
ahmr-732	80	18	terms	term	NOUN
ahmr-732	80	19	of	of	ADP
ahmr-732	80	20	how	how	SCONJ
ahmr-732	80	21	far	far	ADV
ahmr-732	80	22	the	the	DET
ahmr-732	80	23	average	average	ADJ
ahmr-732	80	24	expenditures	expenditure	NOUN
ahmr-732	80	25	/	/	SYM
ahmr-732	80	26	income	income	NOUN
ahmr-732	80	27	of	of	ADP
ahmr-732	80	28	the	the	DET
ahmr-732	80	29	poor	poor	ADJ
ahmr-732	80	30	falls	fall	VERB
ahmr-732	80	31	below	below	ADP
ahmr-732	80	32	the	the	DET
ahmr-732	80	33	poverty	poverty	NOUN
ahmr-732	80	34	line	line	NOUN
ahmr-732	80	35	)	)	PUNCT
ahmr-732	80	36	.	.	PUNCT
ahmr-732	81	1	similarly	similarly	ADV
ahmr-732	81	2	,	,	PUNCT
ahmr-732	81	3	taylor	taylor	PROPN
ahmr-732	81	4	et	et	PROPN
ahmr-732	81	5	al	al	PROPN
ahmr-732	81	6	.	.	PROPN
ahmr-732	82	1	(	(	PUNCT
ahmr-732	82	2	2005	2005	NUM
ahmr-732	82	3	)	)	PUNCT
ahmr-732	82	4	using	use	VERB
ahmr-732	82	5	data	datum	NOUN
ahmr-732	82	6	from	from	ADP
ahmr-732	82	7	1782	1782	NUM
ahmr-732	82	8	households	household	NOUN
ahmr-732	82	9	from	from	ADP
ahmr-732	82	10	a	a	DET
ahmr-732	82	11	2003	2003	NUM
ahmr-732	82	12	survey	survey	NOUN
ahmr-732	82	13	of	of	ADP
ahmr-732	82	14	a	a	DET
ahmr-732	82	15	rural	rural	ADJ
ahmr-732	82	16	population	population	NOUN
ahmr-732	82	17	in	in	ADP
ahmr-732	82	18	mexico	mexico	PROPN
ahmr-732	82	19	show	show	VERB
ahmr-732	82	20	that	that	SCONJ
ahmr-732	82	21	both	both	CCONJ
ahmr-732	82	22	the	the	DET
ahmr-732	82	23	poverty	poverty	NOUN
ahmr-732	82	24	headcount	headcount	NOUN
ahmr-732	82	25	and	and	CCONJ
ahmr-732	82	26	poverty	poverty	NOUN
ahmr-732	82	27	gap	gap	NOUN
ahmr-732	82	28	reduced	reduce	VERB
ahmr-732	82	29	by	by	ADP
ahmr-732	82	30	77	77	NUM
ahmr-732	82	31	and	and	CCONJ
ahmr-732	82	32	53	53	NUM
ahmr-732	82	33	percent	percent	NOUN
ahmr-732	82	34	,	,	PUNCT
ahmr-732	82	35	respectively	respectively	ADV
ahmr-732	82	36	with	with	ADP
ahmr-732	82	37	a	a	DET
ahmr-732	82	38	10	10	NUM
ahmr-732	82	39	percent	percent	NOUN
ahmr-732	82	40	increase	increase	NOUN
ahmr-732	82	41	in	in	ADP
ahmr-732	82	42	remittances	remittance	NOUN
ahmr-732	82	43	.	.	PUNCT
ahmr-732	83	1	household	household	NOUN
ahmr-732	83	2	surveys	survey	NOUN
ahmr-732	83	3	carried	carry	VERB
ahmr-732	83	4	out	out	ADP
ahmr-732	83	5	in	in	ADP
ahmr-732	83	6	burkina	burkina	PROPN
ahmr-732	83	7	faso	faso	PROPN
ahmr-732	83	8	in	in	ADP
ahmr-732	83	9	the	the	DET
ahmr-732	83	10	period	period	NOUN
ahmr-732	83	11	1994	1994	NUM
ahmr-732	83	12	-	-	SYM
ahmr-732	83	13	5	5	NUM
ahmr-732	83	14	were	be	AUX
ahmr-732	83	15	used	use	VERB
ahmr-732	83	16	to	to	PART
ahmr-732	83	17	determine	determine	VERB
ahmr-732	83	18	the	the	DET
ahmr-732	83	19	impact	impact	NOUN
ahmr-732	83	20	of	of	ADP
ahmr-732	83	21	remittances	remittance	NOUN
ahmr-732	83	22	on	on	ADP
ahmr-732	83	23	income	income	NOUN
ahmr-732	83	24	inequality	inequality	NOUN
ahmr-732	83	25	and	and	CCONJ
ahmr-732	83	26	poverty	poverty	NOUN
ahmr-732	83	27	.	.	PUNCT
ahmr-732	84	1	the	the	DET
ahmr-732	84	2	study	study	NOUN
ahmr-732	84	3	,	,	PUNCT
ahmr-732	84	4	which	which	PRON
ahmr-732	84	5	considered	consider	VERB
ahmr-732	84	6	remittance	remittance	NOUN
ahmr-732	84	7	income	income	NOUN
ahmr-732	84	8	as	as	ADP
ahmr-732	84	9	a	a	DET
ahmr-732	84	10	potential	potential	ADJ
ahmr-732	84	11	substitute	substitute	NOUN
ahmr-732	84	12	for	for	ADP
ahmr-732	84	13	household	household	NOUN
ahmr-732	84	14	earnings	earning	NOUN
ahmr-732	84	15	,	,	PUNCT
ahmr-732	84	16	showed	show	VERB
ahmr-732	84	17	that	that	SCONJ
ahmr-732	84	18	in	in	ADP
ahmr-732	84	19	rural	rural	ADJ
ahmr-732	84	20	households	household	NOUN
ahmr-732	84	21	the	the	DET
ahmr-732	84	22	percentage	percentage	NOUN
ahmr-732	84	23	of	of	ADP
ahmr-732	84	24	people	people	NOUN
ahmr-732	84	25	living	live	VERB
ahmr-732	84	26	below	below	ADP
ahmr-732	84	27	the	the	DET
ahmr-732	84	28	poverty	poverty	NOUN
ahmr-732	84	29	line	line	NOUN
ahmr-732	84	30	declined	decline	VERB
ahmr-732	84	31	by	by	ADP
ahmr-732	84	32	7.2	7.2	NUM
ahmr-732	84	33	percent	percent	NOUN
ahmr-732	84	34	owing	owe	VERB
ahmr-732	84	35	to	to	ADP
ahmr-732	84	36	international	international	ADJ
ahmr-732	84	37	remittances	remittance	NOUN
ahmr-732	84	38	(	(	PUNCT
ahmr-732	84	39	lachaud	lachaud	NOUN
ahmr-732	84	40	,	,	PUNCT
ahmr-732	84	41	1999	1999	NUM
ahmr-732	84	42	)	)	PUNCT
ahmr-732	84	43	.	.	PUNCT
ahmr-732	85	1	in	in	ADP
ahmr-732	85	2	another	another	DET
ahmr-732	85	3	study	study	NOUN
ahmr-732	85	4	,	,	PUNCT
ahmr-732	85	5	chukwuone	chukwuone	PROPN
ahmr-732	85	6	et	et	PROPN
ahmr-732	85	7	al	al	PROPN
ahmr-732	85	8	.	.	PROPN
ahmr-732	86	1	(	(	PUNCT
ahmr-732	86	2	2012	2012	NUM
ahmr-732	86	3	)	)	PUNCT
ahmr-732	86	4	use	use	VERB
ahmr-732	86	5	data	datum	NOUN
ahmr-732	86	6	from	from	ADP
ahmr-732	86	7	the	the	DET
ahmr-732	86	8	nigerian	nigerian	ADJ
ahmr-732	86	9	national	national	PROPN
ahmr-732	86	10	living	living	PROPN
ahmr-732	86	11	standard	standard	PROPN
ahmr-732	86	12	survey	survey	NOUN
ahmr-732	86	13	,	,	PUNCT
ahmr-732	86	14	2004	2004	NUM
ahmr-732	86	15	to	to	PART
ahmr-732	86	16	analyse	analyse	VERB
ahmr-732	86	17	the	the	DET
ahmr-732	86	18	impact	impact	NOUN
ahmr-732	86	19	of	of	ADP
ahmr-732	86	20	remittances	remittance	NOUN
ahmr-732	86	21	on	on	ADP
ahmr-732	86	22	poverty	poverty	NOUN
ahmr-732	86	23	in	in	ADP
ahmr-732	86	24	nigeria	nigeria	PROPN
ahmr-732	86	25	.	.	PUNCT
ahmr-732	87	1	nigeria	nigeria	PROPN
ahmr-732	87	2	is	be	AUX
ahmr-732	87	3	an	an	DET
ahmr-732	87	4	important	important	ADJ
ahmr-732	87	5	remittance	remittance	NOUN
ahmr-732	87	6	-	-	PUNCT
ahmr-732	87	7	receiving	receive	VERB
ahmr-732	87	8	country	country	NOUN
ahmr-732	87	9	,	,	PUNCT
ahmr-732	87	10	having	have	VERB
ahmr-732	87	11	the	the	DET
ahmr-732	87	12	highest	high	ADJ
ahmr-732	87	13	remittance	remittance	NOUN
ahmr-732	87	14	in	in	ADP
ahmr-732	87	15	the	the	DET
ahmr-732	87	16	sub	sub	ADJ
ahmr-732	87	17	-	-	ADJ
ahmr-732	87	18	saharan	saharan	ADJ
ahmr-732	87	19	region	region	NOUN
ahmr-732	87	20	.	.	PUNCT
ahmr-732	88	1	using	use	VERB
ahmr-732	88	2	a	a	DET
ahmr-732	88	3	logit	logit	NOUN
ahmr-732	88	4	model	model	NOUN
ahmr-732	88	5	and	and	CCONJ
ahmr-732	88	6	introducing	introduce	VERB
ahmr-732	88	7	instrumental	instrumental	ADJ
ahmr-732	88	8	variables	variable	NOUN
ahmr-732	88	9	and	and	CCONJ
ahmr-732	88	10	the	the	DET
ahmr-732	88	11	propensity	propensity	NOUN
ahmr-732	88	12	score	score	NOUN
ahmr-732	88	13	matching	matching	NOUN
ahmr-732	88	14	method	method	NOUN
ahmr-732	88	15	they	they	PRON
ahmr-732	88	16	estimate	estimate	VERB
ahmr-732	88	17	that	that	SCONJ
ahmr-732	88	18	internal	internal	ADJ
ahmr-732	88	19	remittances	remittance	NOUN
ahmr-732	88	20	reduce	reduce	VERB
ahmr-732	88	21	the	the	DET
ahmr-732	88	22	number	number	NOUN
ahmr-732	88	23	of	of	ADP
ahmr-732	88	24	people	people	NOUN
ahmr-732	88	25	living	live	VERB
ahmr-732	88	26	below	below	ADP
ahmr-732	88	27	the	the	DET
ahmr-732	88	28	poverty	poverty	NOUN
ahmr-732	88	29	line	line	NOUN
ahmr-732	88	30	by	by	ADP
ahmr-732	88	31	11.14	11.14	NUM
ahmr-732	88	32	percent	percent	NOUN
ahmr-732	88	33	.	.	PUNCT
ahmr-732	89	1	they	they	PRON
ahmr-732	89	2	also	also	ADV
ahmr-732	89	3	lead	lead	VERB
ahmr-732	89	4	to	to	ADP
ahmr-732	89	5	a	a	DET
ahmr-732	89	6	9.7	9.7	NUM
ahmr-732	89	7	percent	percent	NOUN
ahmr-732	89	8	drop	drop	NOUN
ahmr-732	89	9	in	in	ADP
ahmr-732	89	10	the	the	DET
ahmr-732	89	11	country	country	NOUN
ahmr-732	89	12	’s	’s	PART
ahmr-732	89	13	poverty	poverty	NOUN
ahmr-732	89	14	gap	gap	NOUN
ahmr-732	89	15	.	.	PUNCT
ahmr-732	90	1	in	in	ADP
ahmr-732	90	2	south	south	PROPN
ahmr-732	90	3	africa	africa	PROPN
ahmr-732	90	4	,	,	PUNCT
ahmr-732	90	5	previous	previous	ADJ
ahmr-732	90	6	research	research	NOUN
ahmr-732	90	7	has	have	AUX
ahmr-732	90	8	found	find	VERB
ahmr-732	90	9	remittances	remittance	NOUN
ahmr-732	90	10	to	to	PART
ahmr-732	90	11	be	be	AUX
ahmr-732	90	12	particularly	particularly	ADV
ahmr-732	90	13	important	important	ADJ
ahmr-732	90	14	in	in	ADP
ahmr-732	90	15	poverty	poverty	NOUN
ahmr-732	90	16	alleviation	alleviation	NOUN
ahmr-732	90	17	especially	especially	ADV
ahmr-732	90	18	in	in	ADP
ahmr-732	90	19	rural	rural	ADJ
ahmr-732	90	20	areas	area	NOUN
ahmr-732	90	21	.	.	PUNCT
ahmr-732	91	1	woolard	woolard	ADV
ahmr-732	91	2	and	and	CCONJ
ahmr-732	91	3	klasen	klasen	PROPN
ahmr-732	91	4	(	(	PUNCT
ahmr-732	91	5	2004	2004	NUM
ahmr-732	91	6	)	)	PUNCT
ahmr-732	91	7	for	for	ADP
ahmr-732	91	8	instance	instance	NOUN
ahmr-732	91	9	,	,	PUNCT
ahmr-732	91	10	found	find	VERB
ahmr-732	91	11	that	that	SCONJ
ahmr-732	91	12	from	from	ADP
ahmr-732	91	13	1993	1993	NUM
ahmr-732	91	14	through	through	ADP
ahmr-732	91	15	1998	1998	NUM
ahmr-732	91	16	,	,	PUNCT
ahmr-732	91	17	the	the	DET
ahmr-732	91	18	change	change	NOUN
ahmr-732	91	19	in	in	ADP
ahmr-732	91	20	income	income	NOUN
ahmr-732	91	21	from	from	ADP
ahmr-732	91	22	remittance	remittance	NOUN
ahmr-732	91	23	was	be	AUX
ahmr-732	91	24	responsible	responsible	ADJ
ahmr-732	91	25	for	for	ADP
ahmr-732	91	26	10	10	NUM
ahmr-732	91	27	percent	percent	NOUN
ahmr-732	91	28	of	of	ADP
ahmr-732	91	29	the	the	DET
ahmr-732	91	30	household	household	NOUN
ahmr-732	91	31	84	84	NUM
ahmr-732	91	32	poverty	poverty	NOUN
ahmr-732	91	33	transitions	transition	NOUN
ahmr-732	91	34	in	in	ADP
ahmr-732	91	35	kwazulu	kwazulu	NOUN
ahmr-732	91	36	-	-	PUNCT
ahmr-732	91	37	natal	natal	NOUN
ahmr-732	91	38	.	.	PUNCT
ahmr-732	92	1	a	a	DET
ahmr-732	92	2	few	few	ADJ
ahmr-732	92	3	studies	study	NOUN
ahmr-732	92	4	have	have	AUX
ahmr-732	92	5	concluded	conclude	VERB
ahmr-732	92	6	that	that	SCONJ
ahmr-732	92	7	remittances	remittance	NOUN
ahmr-732	92	8	have	have	VERB
ahmr-732	92	9	no	no	DET
ahmr-732	92	10	significant	significant	ADJ
ahmr-732	92	11	impact	impact	NOUN
ahmr-732	92	12	on	on	ADP
ahmr-732	92	13	poverty	poverty	NOUN
ahmr-732	92	14	.	.	PUNCT
ahmr-732	93	1	for	for	ADP
ahmr-732	93	2	instance	instance	NOUN
ahmr-732	93	3	,	,	PUNCT
ahmr-732	93	4	knowles	knowles	PROPN
ahmr-732	93	5	and	and	CCONJ
ahmr-732	93	6	anker	anker	NOUN
ahmr-732	93	7	(	(	PUNCT
ahmr-732	93	8	1981	1981	NUM
ahmr-732	93	9	)	)	PUNCT
ahmr-732	93	10	showed	show	VERB
ahmr-732	93	11	that	that	SCONJ
ahmr-732	93	12	urban	urban	ADJ
ahmr-732	93	13	-	-	PUNCT
ahmr-732	93	14	to	to	ADP
ahmr-732	93	15	-	-	PUNCT
ahmr-732	93	16	rural	rural	ADJ
ahmr-732	93	17	remittances	remittance	NOUN
ahmr-732	93	18	in	in	ADP
ahmr-732	93	19	kenya	kenya	PROPN
ahmr-732	93	20	do	do	AUX
ahmr-732	93	21	not	not	PART
ahmr-732	93	22	have	have	VERB
ahmr-732	93	23	a	a	DET
ahmr-732	93	24	significant	significant	ADJ
ahmr-732	93	25	effect	effect	NOUN
ahmr-732	93	26	on	on	ADP
ahmr-732	93	27	the	the	DET
ahmr-732	93	28	overall	overall	ADJ
ahmr-732	93	29	income	income	NOUN
ahmr-732	93	30	distribution	distribution	NOUN
ahmr-732	93	31	.	.	PUNCT
ahmr-732	94	1	internal	internal	ADJ
ahmr-732	94	2	remittances	remittance	NOUN
ahmr-732	94	3	might	might	AUX
ahmr-732	94	4	even	even	ADV
ahmr-732	94	5	have	have	VERB
ahmr-732	94	6	a	a	DET
ahmr-732	94	7	negative	negative	ADJ
ahmr-732	94	8	impact	impact	NOUN
ahmr-732	94	9	on	on	ADP
ahmr-732	94	10	income	income	NOUN
ahmr-732	94	11	inequality	inequality	NOUN
ahmr-732	94	12	,	,	PUNCT
ahmr-732	94	13	widening	widen	VERB
ahmr-732	94	14	the	the	DET
ahmr-732	94	15	gap	gap	NOUN
ahmr-732	94	16	between	between	ADP
ahmr-732	94	17	the	the	DET
ahmr-732	94	18	rich	rich	ADJ
ahmr-732	94	19	and	and	CCONJ
ahmr-732	94	20	the	the	DET
ahmr-732	94	21	poor	poor	ADJ
ahmr-732	94	22	,	,	PUNCT
ahmr-732	94	23	as	as	SCONJ
ahmr-732	94	24	has	have	AUX
ahmr-732	94	25	been	be	AUX
ahmr-732	94	26	found	find	VERB
ahmr-732	94	27	in	in	ADP
ahmr-732	94	28	some	some	DET
ahmr-732	94	29	studies	study	NOUN
ahmr-732	94	30	.	.	PUNCT
ahmr-732	95	1	for	for	ADP
ahmr-732	95	2	instance	instance	NOUN
ahmr-732	95	3	,	,	PUNCT
ahmr-732	95	4	comparing	compare	VERB
ahmr-732	95	5	the	the	DET
ahmr-732	95	6	gini	gini	PROPN
ahmr-732	95	7	coefficients	coefficient	NOUN
ahmr-732	95	8	of	of	ADP
ahmr-732	95	9	households	household	NOUN
ahmr-732	95	10	with	with	ADP
ahmr-732	95	11	and	and	CCONJ
ahmr-732	95	12	without	without	ADP
ahmr-732	95	13	remittance	remittance	NOUN
ahmr-732	95	14	income	income	NOUN
ahmr-732	95	15	in	in	ADP
ahmr-732	95	16	the	the	DET
ahmr-732	95	17	punjab	punjab	PROPN
ahmr-732	95	18	in	in	ADP
ahmr-732	95	19	india	india	PROPN
ahmr-732	95	20	,	,	PUNCT
ahmr-732	95	21	oberai	oberai	NOUN
ahmr-732	95	22	and	and	CCONJ
ahmr-732	95	23	singh	singh	PROPN
ahmr-732	95	24	(	(	PUNCT
ahmr-732	95	25	1980	1980	NUM
ahmr-732	95	26	)	)	PUNCT
ahmr-732	95	27	found	find	VERB
ahmr-732	95	28	that	that	SCONJ
ahmr-732	95	29	urban	urban	ADJ
ahmr-732	95	30	-	-	PUNCT
ahmr-732	95	31	to	to	ADP
ahmr-732	95	32	-	-	PUNCT
ahmr-732	95	33	rural	rural	ADJ
ahmr-732	95	34	remittances	remittance	NOUN
ahmr-732	95	35	deepen	deepen	VERB
ahmr-732	95	36	the	the	DET
ahmr-732	95	37	inequality	inequality	NOUN
ahmr-732	95	38	gap	gap	NOUN
ahmr-732	95	39	in	in	ADP
ahmr-732	95	40	rural	rural	ADJ
ahmr-732	95	41	areas	area	NOUN
ahmr-732	95	42	.	.	PUNCT
ahmr-732	96	1	however	however	ADV
ahmr-732	96	2	,	,	PUNCT
ahmr-732	96	3	the	the	DET
ahmr-732	96	4	overwhelming	overwhelming	ADJ
ahmr-732	96	5	empirical	empirical	ADJ
ahmr-732	96	6	evidence	evidence	NOUN
ahmr-732	96	7	indicates	indicate	VERB
ahmr-732	96	8	that	that	SCONJ
ahmr-732	96	9	remittances	remittance	NOUN
ahmr-732	96	10	from	from	ADP
ahmr-732	96	11	migrants	migrant	NOUN
ahmr-732	96	12	do	do	AUX
ahmr-732	96	13	alleviate	alleviate	VERB
ahmr-732	96	14	poverty	poverty	NOUN
ahmr-732	96	15	.	.	PUNCT
ahmr-732	97	1	data	datum	NOUN
ahmr-732	97	2	this	this	DET
ahmr-732	97	3	study	study	NOUN
ahmr-732	97	4	used	use	VERB
ahmr-732	97	5	the	the	DET
ahmr-732	97	6	third	third	ADJ
ahmr-732	97	7	round	round	NOUN
ahmr-732	97	8	of	of	ADP
ahmr-732	97	9	the	the	DET
ahmr-732	97	10	south	south	PROPN
ahmr-732	97	11	africa	africa	PROPN
ahmr-732	97	12	national	national	PROPN
ahmr-732	97	13	income	income	PROPN
ahmr-732	97	14	dynamics	dynamic	NOUN
ahmr-732	97	15	study	study	NOUN
ahmr-732	97	16	(	(	PUNCT
ahmr-732	97	17	nids	nid	NOUN
ahmr-732	97	18	)	)	PUNCT
ahmr-732	97	19	(	(	PUNCT
ahmr-732	97	20	wave	wave	NOUN
ahmr-732	97	21	iii	iii	PROPN
ahmr-732	97	22	)	)	PUNCT
ahmr-732	97	23	.	.	PUNCT
ahmr-732	98	1	nids	nid	NOUN
ahmr-732	98	2	is	be	AUX
ahmr-732	98	3	a	a	DET
ahmr-732	98	4	national	national	ADJ
ahmr-732	98	5	panel	panel	NOUN
ahmr-732	98	6	dataset	dataset	VERB
ahmr-732	98	7	covering	cover	VERB
ahmr-732	98	8	all	all	PRON
ahmr-732	98	9	of	of	ADP
ahmr-732	98	10	south	south	PROPN
ahmr-732	98	11	africa	africa	PROPN
ahmr-732	98	12	.	.	PUNCT
ahmr-732	99	1	the	the	DET
ahmr-732	99	2	first	first	ADJ
ahmr-732	99	3	wave	wave	NOUN
ahmr-732	99	4	(	(	PUNCT
ahmr-732	99	5	wave	wave	NOUN
ahmr-732	99	6	i	i	PROPN
ahmr-732	99	7	)	)	PUNCT
ahmr-732	99	8	was	be	AUX
ahmr-732	99	9	conducted	conduct	VERB
ahmr-732	99	10	in	in	ADP
ahmr-732	99	11	2008	2008	NUM
ahmr-732	99	12	,	,	PUNCT
ahmr-732	99	13	while	while	SCONJ
ahmr-732	99	14	the	the	DET
ahmr-732	99	15	second	second	ADJ
ahmr-732	99	16	round	round	NOUN
ahmr-732	99	17	(	(	PUNCT
ahmr-732	99	18	wave	wave	PROPN
ahmr-732	99	19	ii	ii	PROPN
ahmr-732	99	20	)	)	PUNCT
ahmr-732	99	21	was	be	AUX
ahmr-732	99	22	carried	carry	VERB
ahmr-732	99	23	out	out	ADP
ahmr-732	99	24	in	in	ADP
ahmr-732	99	25	2010	2010	NUM
ahmr-732	99	26	and	and	CCONJ
ahmr-732	99	27	third	third	ADJ
ahmr-732	99	28	round	round	NOUN
ahmr-732	99	29	(	(	PUNCT
ahmr-732	99	30	wave	wave	NOUN
ahmr-732	99	31	iii	iii	NOUN
ahmr-732	99	32	)	)	PUNCT
ahmr-732	99	33	was	be	AUX
ahmr-732	99	34	collected	collect	VERB
ahmr-732	99	35	in	in	ADP
ahmr-732	99	36	2012	2012	NUM
ahmr-732	99	37	.	.	PUNCT
ahmr-732	100	1	the	the	DET
ahmr-732	100	2	dataset	dataset	NOUN
ahmr-732	100	3	includes	include	VERB
ahmr-732	100	4	different	different	ADJ
ahmr-732	100	5	socio	socio	NOUN
ahmr-732	100	6	-	-	PUNCT
ahmr-732	100	7	economic	economic	ADJ
ahmr-732	100	8	information	information	NOUN
ahmr-732	100	9	of	of	ADP
ahmr-732	100	10	a	a	DET
ahmr-732	100	11	nationally	nationally	ADV
ahmr-732	100	12	representative	representative	ADJ
ahmr-732	100	13	sample	sample	NOUN
ahmr-732	100	14	of	of	ADP
ahmr-732	100	15	over	over	ADP
ahmr-732	100	16	28,000	28,000	NUM
ahmr-732	100	17	individuals	individual	NOUN
ahmr-732	100	18	in	in	ADP
ahmr-732	100	19	7,300	7,300	NUM
ahmr-732	100	20	households	household	NOUN
ahmr-732	100	21	selected	select	VERB
ahmr-732	100	22	from	from	ADP
ahmr-732	100	23	400	400	NUM
ahmr-732	100	24	primary	primary	ADJ
ahmr-732	100	25	sampling	sample	VERB
ahmr-732	100	26	units	unit	NOUN
ahmr-732	100	27	across	across	ADP
ahmr-732	100	28	the	the	DET
ahmr-732	100	29	country	country	NOUN
ahmr-732	100	30	.	.	PUNCT
ahmr-732	101	1	empirical	empirical	ADJ
ahmr-732	101	2	methodology	methodology	NOUN
ahmr-732	101	3	two	two	NUM
ahmr-732	101	4	different	different	ADJ
ahmr-732	101	5	approaches	approach	NOUN
ahmr-732	101	6	were	be	AUX
ahmr-732	101	7	followed	follow	VERB
ahmr-732	101	8	to	to	PART
ahmr-732	101	9	assess	assess	VERB
ahmr-732	101	10	the	the	DET
ahmr-732	101	11	impact	impact	NOUN
ahmr-732	101	12	of	of	ADP
ahmr-732	101	13	remittance	remittance	NOUN
ahmr-732	101	14	on	on	ADP
ahmr-732	101	15	poverty	poverty	NOUN
ahmr-732	101	16	in	in	ADP
ahmr-732	101	17	south	south	PROPN
ahmr-732	101	18	africa	africa	PROPN
ahmr-732	101	19	.	.	PUNCT
ahmr-732	102	1	the	the	DET
ahmr-732	102	2	first	first	ADJ
ahmr-732	102	3	was	be	AUX
ahmr-732	102	4	to	to	PART
ahmr-732	102	5	compare	compare	VERB
ahmr-732	102	6	the	the	DET
ahmr-732	102	7	level	level	NOUN
ahmr-732	102	8	of	of	ADP
ahmr-732	102	9	poverty	poverty	NOUN
ahmr-732	102	10	between	between	ADP
ahmr-732	102	11	remittance	remittance	NOUN
ahmr-732	102	12	receiving	receive	VERB
ahmr-732	102	13	households	household	NOUN
ahmr-732	102	14	and	and	CCONJ
ahmr-732	102	15	non	non	ADJ
ahmr-732	102	16	-	-	ADJ
ahmr-732	102	17	receiving	receiving	ADJ
ahmr-732	102	18	households	household	NOUN
ahmr-732	102	19	using	use	VERB
ahmr-732	102	20	the	the	DET
ahmr-732	102	21	fgt	fgt	PROPN
ahmr-732	102	22	index	index	NOUN
ahmr-732	102	23	and	and	CCONJ
ahmr-732	102	24	the	the	DET
ahmr-732	102	25	second	second	ADJ
ahmr-732	102	26	was	be	AUX
ahmr-732	102	27	the	the	DET
ahmr-732	102	28	estimation	estimation	NOUN
ahmr-732	102	29	of	of	ADP
ahmr-732	102	30	the	the	DET
ahmr-732	102	31	logit	logit	PROPN
ahmr-732	102	32	model	model	NOUN
ahmr-732	102	33	to	to	PART
ahmr-732	102	34	see	see	VERB
ahmr-732	102	35	how	how	SCONJ
ahmr-732	102	36	access	access	NOUN
ahmr-732	102	37	to	to	ADP
ahmr-732	102	38	remittance	remittance	NOUN
ahmr-732	102	39	determines	determine	VERB
ahmr-732	102	40	the	the	DET
ahmr-732	102	41	probability	probability	NOUN
ahmr-732	102	42	of	of	ADP
ahmr-732	102	43	falling	fall	VERB
ahmr-732	102	44	in	in	ADP
ahmr-732	102	45	a	a	DET
ahmr-732	102	46	state	state	NOUN
ahmr-732	102	47	of	of	ADP
ahmr-732	102	48	poverty	poverty	NOUN
ahmr-732	102	49	.	.	PUNCT
ahmr-732	103	1	a	a	DET
ahmr-732	103	2	)	)	PUNCT
ahmr-732	103	3	foster	foster	NOUN
ahmr-732	103	4	-	-	PUNCT
ahmr-732	103	5	greer	greer	NOUN
ahmr-732	103	6	-	-	PUNCT
ahmr-732	103	7	thorbecke	thorbecke	NOUN
ahmr-732	103	8	(	(	PUNCT
ahmr-732	103	9	fgt	fgt	PROPN
ahmr-732	103	10	)	)	PUNCT
ahmr-732	103	11	measurement	measurement	NOUN
ahmr-732	103	12	of	of	ADP
ahmr-732	103	13	poverty	poverty	NOUN
ahmr-732	103	14	fgt	fgt	PROPN
ahmr-732	103	15	measurements	measurement	NOUN
ahmr-732	103	16	of	of	ADP
ahmr-732	103	17	poverty	poverty	NOUN
ahmr-732	103	18	were	be	AUX
ahmr-732	103	19	used	use	VERB
ahmr-732	103	20	to	to	PART
ahmr-732	103	21	measure	measure	VERB
ahmr-732	103	22	the	the	DET
ahmr-732	103	23	impact	impact	NOUN
ahmr-732	103	24	of	of	ADP
ahmr-732	103	25	remittance	remittance	NOUN
ahmr-732	103	26	on	on	ADP
ahmr-732	103	27	poverty	poverty	NOUN
ahmr-732	103	28	.	.	PUNCT
ahmr-732	104	1	according	accord	VERB
ahmr-732	104	2	to	to	AUX
ahmr-732	104	3	foster	foster	PROPN
ahmr-732	104	4	et	et	PROPN
ahmr-732	104	5	al	al	PROPN
ahmr-732	104	6	.	.	PROPN
ahmr-732	105	1	(	(	PUNCT
ahmr-732	105	2	1984	1984	NUM
ahmr-732	105	3	)	)	PUNCT
ahmr-732	105	4	the	the	DET
ahmr-732	105	5	fgt	fgt	PROPN
ahmr-732	105	6	measurement	measurement	NOUN
ahmr-732	105	7	of	of	ADP
ahmr-732	105	8	poverty	poverty	NOUN
ahmr-732	105	9	is	be	AUX
ahmr-732	105	10	grounded	ground	VERB
ahmr-732	105	11	on	on	ADP
ahmr-732	105	12	calculations	calculation	NOUN
ahmr-732	105	13	of	of	ADP
ahmr-732	105	14	poverty	poverty	NOUN
ahmr-732	105	15	measures	measure	NOUN
ahmr-732	105	16	taking	take	VERB
ahmr-732	105	17	income	income	NOUN
ahmr-732	105	18	shortfalls	shortfall	NOUN
ahmr-732	105	19	of	of	ADP
ahmr-732	105	20	the	the	DET
ahmr-732	105	21	poor	poor	ADJ
ahmr-732	105	22	as	as	ADP
ahmr-732	105	23	weights	weight	NOUN
ahmr-732	105	24	.	.	PUNCT
ahmr-732	106	1	for	for	ADP
ahmr-732	106	2	the	the	DET
ahmr-732	106	3	purposes	purpose	NOUN
ahmr-732	106	4	of	of	ADP
ahmr-732	106	5	this	this	DET
ahmr-732	106	6	study	study	NOUN
ahmr-732	106	7	fgt	fgt	PROPN
ahmr-732	106	8	is	be	AUX
ahmr-732	106	9	used	use	VERB
ahmr-732	106	10	to	to	PART
ahmr-732	106	11	analyse	analyse	VERB
ahmr-732	106	12	the	the	DET
ahmr-732	106	13	impacts	impact	NOUN
ahmr-732	106	14	of	of	ADP
ahmr-732	106	15	remittance	remittance	NOUN
ahmr-732	106	16	on	on	ADP
ahmr-732	106	17	the	the	DET
ahmr-732	106	18	incidence	incidence	NOUN
ahmr-732	106	19	,	,	PUNCT
ahmr-732	106	20	85	85	NUM
ahmr-732	106	21	depth	depth	NOUN
ahmr-732	106	22	and	and	CCONJ
ahmr-732	106	23	severity	severity	NOUN
ahmr-732	106	24	of	of	ADP
ahmr-732	106	25	poverty	poverty	NOUN
ahmr-732	106	26	.	.	PUNCT
ahmr-732	107	1	in	in	ADP
ahmr-732	107	2	our	our	PRON
ahmr-732	107	3	analysis	analysis	NOUN
ahmr-732	107	4	we	we	PRON
ahmr-732	107	5	use	use	VERB
ahmr-732	107	6	the	the	DET
ahmr-732	107	7	national	national	PROPN
ahmr-732	107	8	upperbound	upperbound	PROPN
ahmr-732	107	9	poverty	poverty	PROPN
ahmr-732	107	10	line	line	NOUN
ahmr-732	107	11	(	(	PUNCT
ahmr-732	107	12	r620	r620	PROPN
ahmr-732	107	13	)	)	PUNCT
ahmr-732	107	14	.	.	PUNCT
ahmr-732	108	1	the	the	DET
ahmr-732	108	2	foster	foster	NOUN
ahmr-732	108	3	-	-	PUNCT
ahmr-732	108	4	greer	greer	NOUN
ahmr-732	108	5	-	-	PUNCT
ahmr-732	108	6	thorbecke	thorbecke	NOUN
ahmr-732	108	7	formula	formula	NOUN
ahmr-732	108	8	is	be	AUX
ahmr-732	108	9	expressed	express	VERB
ahmr-732	108	10	as	as	ADP
ahmr-732	108	11	:	:	PUNCT
ahmr-732	108	12	𝑷𝒂𝒊	𝑷𝒂𝒊	PROPN
ahmr-732	108	13	=	=	SYM
ahmr-732	108	14	𝟏	𝟏	NUM
ahmr-732	108	15	𝒏	𝒏	VERB
ahmr-732	108	16	∑	∑	PUNCT
ahmr-732	108	17	(	(	PUNCT
ahmr-732	108	18	𝒚𝒊	𝒚𝒊	INTJ
ahmr-732	108	19	−	−	NOUN
ahmr-732	109	1	𝒛	𝒛	INTJ
ahmr-732	109	2	𝒛	𝒛	NOUN
ahmr-732	109	3	)	)	PUNCT
ahmr-732	109	4	𝒂	𝒂	DET
ahmr-732	109	5	𝒒	𝒒	PRON
ahmr-732	109	6	𝒊=𝟏	𝒊=𝟏	NOUN
ahmr-732	109	7	…	…	PUNCT
ahmr-732	109	8	…	…	PUNCT
ahmr-732	109	9	…	…	PUNCT
ahmr-732	109	10	…	…	PUNCT
ahmr-732	109	11	…	…	PUNCT
ahmr-732	109	12	…	…	PUNCT
ahmr-732	109	13	…	…	PUNCT
ahmr-732	109	14	…	…	PUNCT
ahmr-732	109	15	…	…	PUNCT
ahmr-732	109	16	…	…	PUNCT
ahmr-732	109	17	…	…	PUNCT
ahmr-732	109	18	…	…	PUNCT
ahmr-732	109	19	…	…	PUNCT
ahmr-732	109	20	…	…	PUNCT
ahmr-732	109	21	…	…	PUNCT
ahmr-732	109	22	…	…	PUNCT
ahmr-732	109	23	…	…	PUNCT
ahmr-732	109	24	…	…	PUNCT
ahmr-732	110	1	[	[	X
ahmr-732	110	2	𝟏	𝟏	X
ahmr-732	110	3	]	]	SYM
ahmr-732	110	4	b	b	NOUN
ahmr-732	110	5	)	)	PUNCT
ahmr-732	110	6	logistic	logistic	ADJ
ahmr-732	110	7	regression	regression	NOUN
ahmr-732	110	8	model	model	NOUN
ahmr-732	110	9	the	the	DET
ahmr-732	110	10	logistic	logistic	ADJ
ahmr-732	110	11	regression	regression	NOUN
ahmr-732	110	12	model	model	NOUN
ahmr-732	110	13	is	be	AUX
ahmr-732	110	14	a	a	DET
ahmr-732	110	15	binary	binary	ADJ
ahmr-732	110	16	regression	regression	NOUN
ahmr-732	110	17	model	model	NOUN
ahmr-732	110	18	in	in	ADP
ahmr-732	110	19	which	which	PRON
ahmr-732	110	20	the	the	DET
ahmr-732	110	21	dependent	dependent	ADJ
ahmr-732	110	22	variable	variable	NOUN
ahmr-732	110	23	takes	take	VERB
ahmr-732	110	24	the	the	DET
ahmr-732	110	25	binary	binary	ADJ
ahmr-732	110	26	value	value	NOUN
ahmr-732	110	27	(	(	PUNCT
ahmr-732	110	28	0	0	NUM
ahmr-732	110	29	and	and	CCONJ
ahmr-732	110	30	1	1	NUM
ahmr-732	110	31	)	)	PUNCT
ahmr-732	110	32	.	.	PUNCT
ahmr-732	111	1	for	for	ADP
ahmr-732	111	2	the	the	DET
ahmr-732	111	3	purpose	purpose	NOUN
ahmr-732	111	4	of	of	ADP
ahmr-732	111	5	this	this	DET
ahmr-732	111	6	study	study	NOUN
ahmr-732	111	7	,	,	PUNCT
ahmr-732	111	8	households	household	NOUN
ahmr-732	111	9	were	be	AUX
ahmr-732	111	10	classified	classify	VERB
ahmr-732	111	11	as	as	ADP
ahmr-732	111	12	poor	poor	ADJ
ahmr-732	111	13	and	and	CCONJ
ahmr-732	111	14	non	non	ADJ
ahmr-732	111	15	-	-	ADJ
ahmr-732	111	16	poor	poor	ADJ
ahmr-732	111	17	.	.	PUNCT
ahmr-732	112	1	poor	poor	ADJ
ahmr-732	112	2	households	household	NOUN
ahmr-732	112	3	are	be	AUX
ahmr-732	112	4	households	household	NOUN
ahmr-732	112	5	whose	whose	DET
ahmr-732	112	6	per	per	ADP
ahmr-732	112	7	capita	capita	NOUN
ahmr-732	112	8	expenditure	expenditure	NOUN
ahmr-732	112	9	is	be	AUX
ahmr-732	112	10	less	less	ADJ
ahmr-732	112	11	than	than	ADP
ahmr-732	112	12	the	the	DET
ahmr-732	112	13	poverty	poverty	NOUN
ahmr-732	112	14	threshold	threshold	NOUN
ahmr-732	112	15	and	and	CCONJ
ahmr-732	112	16	non	non	ADJ
ahmr-732	112	17	-	-	ADJ
ahmr-732	112	18	poor	poor	ADJ
ahmr-732	112	19	households	household	NOUN
ahmr-732	112	20	are	be	AUX
ahmr-732	112	21	those	those	PRON
ahmr-732	112	22	whose	whose	DET
ahmr-732	112	23	incomes	income	NOUN
ahmr-732	112	24	are	be	AUX
ahmr-732	112	25	above	above	ADP
ahmr-732	112	26	the	the	DET
ahmr-732	112	27	poverty	poverty	NOUN
ahmr-732	112	28	threshold	threshold	NOUN
ahmr-732	112	29	.	.	PUNCT
ahmr-732	113	1	the	the	DET
ahmr-732	113	2	logistic	logistic	ADJ
ahmr-732	113	3	model	model	NOUN
ahmr-732	113	4	for	for	ADP
ahmr-732	113	5	the	the	DET
ahmr-732	113	6	purpose	purpose	NOUN
ahmr-732	113	7	of	of	ADP
ahmr-732	113	8	this	this	DET
ahmr-732	113	9	study	study	NOUN
ahmr-732	113	10	is	be	AUX
ahmr-732	113	11	stated	state	VERB
ahmr-732	113	12	as	as	SCONJ
ahmr-732	113	13	follows	follow	VERB
ahmr-732	113	14	:	:	PUNCT
ahmr-732	113	15	pr	pr	X
ahmr-732	113	16	(	(	PUNCT
ahmr-732	113	17	yi=1	yi=1	X
ahmr-732	113	18	)	)	PUNCT
ahmr-732	114	1	=	=	SYM
ahmr-732	114	2	𝛼	𝛼	PROPN
ahmr-732	114	3	+	+	NOUN
ahmr-732	114	4	𝛽1𝑅𝐷𝑖	𝛽1𝑅𝐷𝑖	AUX
ahmr-732	114	5	+	+	CCONJ
ahmr-732	114	6	𝛽2𝑋𝑖	𝛽2𝑋𝑖	NOUN
ahmr-732	114	7	+	+	CCONJ
ahmr-732	114	8	є𝑖	є𝑖	PROPN
ahmr-732	114	9	…	…	PUNCT
ahmr-732	114	10	…	…	PUNCT
ahmr-732	114	11	…	…	PUNCT
ahmr-732	114	12	…	…	PUNCT
ahmr-732	114	13	…	…	PUNCT
ahmr-732	114	14	…	…	PUNCT
ahmr-732	114	15	…	…	PUNCT
ahmr-732	114	16	…	…	PUNCT
ahmr-732	114	17	…	…	PUNCT
ahmr-732	114	18	…	…	PUNCT
ahmr-732	114	19	…	…	PUNCT
ahmr-732	114	20	…	…	PUNCT
ahmr-732	114	21	…	…	PUNCT
ahmr-732	114	22	…	…	PUNCT
ahmr-732	114	23	…	…	PUNCT
ahmr-732	114	24	…	…	PUNCT
ahmr-732	114	25	.	.	PUNCT
ahmr-732	114	26	.	.	PUNCT
ahmr-732	115	1	[	[	X
ahmr-732	115	2	2	2	X
ahmr-732	115	3	]	]	PUNCT
ahmr-732	115	4	where	where	SCONJ
ahmr-732	115	5	,	,	PUNCT
ahmr-732	115	6			PRON
ahmr-732	115	7	yi	yi	PROPN
ahmr-732	115	8	is	be	AUX
ahmr-732	115	9	the	the	DET
ahmr-732	115	10	probability	probability	NOUN
ahmr-732	115	11	that	that	SCONJ
ahmr-732	115	12	the	the	DET
ahmr-732	115	13	household	household	NOUN
ahmr-732	115	14	will	will	AUX
ahmr-732	115	15	be	be	AUX
ahmr-732	115	16	classified	classify	VERB
ahmr-732	115	17	as	as	ADP
ahmr-732	115	18	poor	poor	ADJ
ahmr-732	115	19			NOUN
ahmr-732	115	20	𝑅𝐷𝑖	𝑅𝐷𝑖	NOUN
ahmr-732	115	21	is	be	AUX
ahmr-732	115	22	a	a	DET
ahmr-732	115	23	remittance	remittance	NOUN
ahmr-732	115	24	dummy	dummy	NOUN
ahmr-732	115	25	which	which	PRON
ahmr-732	115	26	represents	represent	VERB
ahmr-732	115	27	1	1	NUM
ahmr-732	115	28	for	for	ADP
ahmr-732	115	29	households	household	NOUN
ahmr-732	115	30	that	that	PRON
ahmr-732	115	31	receive	receive	VERB
ahmr-732	115	32	monthly	monthly	ADJ
ahmr-732	115	33	remittance	remittance	NOUN
ahmr-732	115	34	and	and	CCONJ
ahmr-732	115	35	0	0	NUM
ahmr-732	115	36	for	for	ADP
ahmr-732	115	37	households	household	NOUN
ahmr-732	115	38	that	that	PRON
ahmr-732	115	39	do	do	AUX
ahmr-732	115	40	not	not	PART
ahmr-732	115	41	receive	receive	VERB
ahmr-732	115	42	monthly	monthly	ADJ
ahmr-732	115	43	remittance	remittance	NOUN
ahmr-732	115	44	.	.	PUNCT
ahmr-732	116	1			PUNCT
ahmr-732	117	1	𝑋𝑖	𝑋𝑖	PROPN
ahmr-732	117	2	represents	represent	VERB
ahmr-732	117	3	different	different	ADJ
ahmr-732	117	4	household	household	NOUN
ahmr-732	117	5	characteristics	characteristic	NOUN
ahmr-732	117	6	which	which	PRON
ahmr-732	117	7	include	include	VERB
ahmr-732	117	8	:	:	PUNCT
ahmr-732	117	9	household	household	NOUN
ahmr-732	117	10	size	size	NOUN
ahmr-732	117	11	,	,	PUNCT
ahmr-732	117	12	per	per	ADP
ahmr-732	117	13	capita	capita	X
ahmr-732	117	14	income	income	NOUN
ahmr-732	117	15	(	(	PUNCT
ahmr-732	117	16	in	in	ADP
ahmr-732	117	17	rand	rand	NOUN
ahmr-732	117	18	)	)	PUNCT
ahmr-732	117	19	,	,	PUNCT
ahmr-732	117	20	geographical	geographical	ADJ
ahmr-732	117	21	type	type	NOUN
ahmr-732	117	22	(	(	PUNCT
ahmr-732	117	23	urban	urban	ADJ
ahmr-732	117	24	or	or	CCONJ
ahmr-732	117	25	rural	rural	ADJ
ahmr-732	117	26	)	)	PUNCT
ahmr-732	117	27	and	and	CCONJ
ahmr-732	117	28	characteristics	characteristic	NOUN
ahmr-732	117	29	of	of	ADP
ahmr-732	117	30	household	household	NOUN
ahmr-732	117	31	head	head	NOUN
ahmr-732	117	32	;	;	PUNCT
ahmr-732	117	33	gender	gender	NOUN
ahmr-732	117	34	(	(	PUNCT
ahmr-732	117	35	male	male	ADJ
ahmr-732	117	36	or	or	CCONJ
ahmr-732	117	37	female	female	NOUN
ahmr-732	117	38	)	)	PUNCT
ahmr-732	117	39	,	,	PUNCT
ahmr-732	117	40	population	population	NOUN
ahmr-732	117	41	group	group	NOUN
ahmr-732	117	42	(	(	PUNCT
ahmr-732	117	43	black	black	ADJ
ahmr-732	117	44	,	,	PUNCT
ahmr-732	117	45	coloured	colour	VERB
ahmr-732	117	46	,	,	PUNCT
ahmr-732	117	47	indians	indians	PROPN
ahmr-732	117	48	/	/	SYM
ahmr-732	117	49	asians	asians	PROPN
ahmr-732	117	50	,	,	PUNCT
ahmr-732	117	51	white	white	ADJ
ahmr-732	117	52	)	)	PUNCT
ahmr-732	117	53	,	,	PUNCT
ahmr-732	117	54	age	age	NOUN
ahmr-732	117	55	(	(	PUNCT
ahmr-732	117	56	years	year	NOUN
ahmr-732	117	57	)	)	PUNCT
ahmr-732	117	58	,	,	PUNCT
ahmr-732	117	59	education	education	NOUN
ahmr-732	117	60	status	status	NOUN
ahmr-732	117	61	(	(	PUNCT
ahmr-732	117	62	years	year	NOUN
ahmr-732	117	63	)	)	PUNCT
ahmr-732	117	64	.	.	PUNCT
ahmr-732	118	1	results	result	NOUN
ahmr-732	118	2	in	in	ADP
ahmr-732	118	3	this	this	DET
ahmr-732	118	4	section	section	NOUN
ahmr-732	118	5	we	we	PRON
ahmr-732	118	6	present	present	VERB
ahmr-732	118	7	the	the	DET
ahmr-732	118	8	results	result	NOUN
ahmr-732	118	9	of	of	ADP
ahmr-732	118	10	the	the	DET
ahmr-732	118	11	analysis	analysis	NOUN
ahmr-732	118	12	.	.	PUNCT
ahmr-732	119	1	it	it	PRON
ahmr-732	119	2	will	will	AUX
ahmr-732	119	3	begin	begin	VERB
ahmr-732	119	4	with	with	ADP
ahmr-732	119	5	a	a	DET
ahmr-732	119	6	presentation	presentation	NOUN
ahmr-732	119	7	of	of	ADP
ahmr-732	119	8	descriptive	descriptive	ADJ
ahmr-732	119	9	statistics	statistic	NOUN
ahmr-732	119	10	on	on	ADP
ahmr-732	119	11	household	household	NOUN
ahmr-732	119	12	demography	demography	NOUN
ahmr-732	119	13	and	and	CCONJ
ahmr-732	119	14	86	86	NUM
ahmr-732	119	15	characteristics	characteristic	NOUN
ahmr-732	119	16	,	,	PUNCT
ahmr-732	119	17	followed	follow	VERB
ahmr-732	119	18	by	by	ADP
ahmr-732	119	19	an	an	DET
ahmr-732	119	20	fgt	fgt	PROPN
ahmr-732	119	21	index	index	NOUN
ahmr-732	119	22	analysis	analysis	NOUN
ahmr-732	119	23	of	of	ADP
ahmr-732	119	24	poverty	poverty	NOUN
ahmr-732	119	25	and	and	CCONJ
ahmr-732	119	26	logist	logist	NOUN
ahmr-732	119	27	regression	regression	NOUN
ahmr-732	119	28	,	,	PUNCT
ahmr-732	119	29	and	and	CCONJ
ahmr-732	119	30	give	give	VERB
ahmr-732	119	31	interpretations	interpretation	NOUN
ahmr-732	119	32	thereof	thereof	ADV
ahmr-732	119	33	.	.	PUNCT
ahmr-732	120	1	a	a	DET
ahmr-732	120	2	)	)	PUNCT
ahmr-732	120	3	households	household	NOUN
ahmr-732	120	4	and	and	CCONJ
ahmr-732	120	5	remittance	remittance	NOUN
ahmr-732	120	6	income	income	NOUN
ahmr-732	120	7	this	this	DET
ahmr-732	120	8	study	study	NOUN
ahmr-732	120	9	uses	use	VERB
ahmr-732	120	10	the	the	DET
ahmr-732	120	11	third	third	ADJ
ahmr-732	120	12	wave	wave	NOUN
ahmr-732	120	13	of	of	ADP
ahmr-732	120	14	the	the	DET
ahmr-732	120	15	nids	nid	NOUN
ahmr-732	120	16	survey	survey	NOUN
ahmr-732	120	17	.	.	PUNCT
ahmr-732	121	1	the	the	DET
ahmr-732	121	2	third	third	ADJ
ahmr-732	121	3	wave	wave	NOUN
ahmr-732	121	4	was	be	AUX
ahmr-732	121	5	released	release	VERB
ahmr-732	121	6	in	in	ADP
ahmr-732	121	7	2012	2012	NUM
ahmr-732	121	8	.	.	PUNCT
ahmr-732	122	1	it	it	PRON
ahmr-732	122	2	includes	include	VERB
ahmr-732	122	3	10,236	10,236	NUM
ahmr-732	122	4	households	household	NOUN
ahmr-732	122	5	and	and	CCONJ
ahmr-732	122	6	31,994	31,994	NUM
ahmr-732	122	7	individuals	individual	NOUN
ahmr-732	122	8	in	in	ADP
ahmr-732	122	9	urban	urban	ADJ
ahmr-732	122	10	and	and	CCONJ
ahmr-732	122	11	rural	rural	ADJ
ahmr-732	122	12	areas	area	NOUN
ahmr-732	122	13	in	in	ADP
ahmr-732	122	14	all	all	DET
ahmr-732	122	15	the	the	DET
ahmr-732	122	16	nine	nine	NUM
ahmr-732	122	17	provinces	province	NOUN
ahmr-732	122	18	of	of	ADP
ahmr-732	122	19	south	south	PROPN
ahmr-732	122	20	africa	africa	PROPN
ahmr-732	122	21	.	.	PUNCT
ahmr-732	123	1	from	from	ADP
ahmr-732	123	2	the	the	DET
ahmr-732	123	3	total	total	NOUN
ahmr-732	123	4	of	of	ADP
ahmr-732	123	5	10,236	10,236	NUM
ahmr-732	123	6	households	household	NOUN
ahmr-732	123	7	11	11	NUM
ahmr-732	123	8	%	%	NOUN
ahmr-732	123	9	of	of	ADP
ahmr-732	123	10	the	the	DET
ahmr-732	123	11	households	household	NOUN
ahmr-732	123	12	received	receive	VERB
ahmr-732	123	13	some	some	DET
ahmr-732	123	14	kind	kind	NOUN
ahmr-732	123	15	of	of	ADP
ahmr-732	123	16	remittance	remittance	NOUN
ahmr-732	123	17	from	from	ADP
ahmr-732	123	18	relatives	relative	NOUN
ahmr-732	123	19	or	or	CCONJ
ahmr-732	123	20	non	non	NOUN
ahmr-732	123	21	-	-	NOUN
ahmr-732	123	22	relatives	relative	NOUN
ahmr-732	123	23	that	that	PRON
ahmr-732	123	24	live	live	VERB
ahmr-732	123	25	in	in	ADP
ahmr-732	123	26	south	south	PROPN
ahmr-732	123	27	africa	africa	PROPN
ahmr-732	123	28	or	or	CCONJ
ahmr-732	123	29	abroad	abroad	ADV
ahmr-732	123	30	.	.	PUNCT
ahmr-732	124	1	the	the	DET
ahmr-732	124	2	remaining	remain	VERB
ahmr-732	124	3	89	89	NUM
ahmr-732	124	4	%	%	NOUN
ahmr-732	124	5	of	of	ADP
ahmr-732	124	6	the	the	DET
ahmr-732	124	7	households	household	NOUN
ahmr-732	124	8	do	do	AUX
ahmr-732	124	9	not	not	PART
ahmr-732	124	10	receive	receive	VERB
ahmr-732	124	11	any	any	DET
ahmr-732	124	12	kind	kind	NOUN
ahmr-732	124	13	of	of	ADP
ahmr-732	124	14	remittance	remittance	NOUN
ahmr-732	124	15	income	income	NOUN
ahmr-732	124	16	.	.	PUNCT
ahmr-732	125	1	figure	figure	NOUN
ahmr-732	125	2	1	1	NUM
ahmr-732	125	3	shows	show	VERB
ahmr-732	125	4	the	the	DET
ahmr-732	125	5	distribution	distribution	NOUN
ahmr-732	125	6	of	of	ADP
ahmr-732	125	7	households	household	NOUN
ahmr-732	125	8	by	by	ADP
ahmr-732	125	9	monthly	monthly	ADJ
ahmr-732	125	10	remittance	remittance	NOUN
ahmr-732	125	11	income	income	NOUN
ahmr-732	125	12	.	.	PUNCT
ahmr-732	126	1	87	87	NUM
ahmr-732	126	2	figure	figure	NOUN
ahmr-732	126	3	1	1	NUM
ahmr-732	126	4	:	:	PUNCT
ahmr-732	126	5	distribution	distribution	NOUN
ahmr-732	126	6	of	of	ADP
ahmr-732	126	7	households	household	NOUN
ahmr-732	126	8	by	by	ADP
ahmr-732	126	9	monthly	monthly	ADJ
ahmr-732	126	10	remittance	remittance	NOUN
ahmr-732	126	11	income	income	NOUN
ahmr-732	126	12	source	source	NOUN
ahmr-732	126	13	:	:	PUNCT
ahmr-732	126	14	own	own	ADJ
ahmr-732	126	15	calculation	calculation	NOUN
ahmr-732	126	16	using	use	VERB
ahmr-732	126	17	nids	nid	NOUN
ahmr-732	126	18	wave	wave	VERB
ahmr-732	126	19	3	3	NUM
ahmr-732	126	20	survey	survey	NOUN
ahmr-732	126	21	the	the	DET
ahmr-732	126	22	total	total	ADJ
ahmr-732	126	23	household	household	NOUN
ahmr-732	126	24	income	income	NOUN
ahmr-732	126	25	of	of	ADP
ahmr-732	126	26	remittance	remittance	NOUN
ahmr-732	126	27	receiving	receive	VERB
ahmr-732	126	28	households	household	NOUN
ahmr-732	126	29	was	be	AUX
ahmr-732	126	30	divided	divide	VERB
ahmr-732	126	31	into	into	ADP
ahmr-732	126	32	four	four	NUM
ahmr-732	126	33	quartiles	quartile	NOUN
ahmr-732	126	34	.	.	PUNCT
ahmr-732	127	1	this	this	PRON
ahmr-732	127	2	indicates	indicate	VERB
ahmr-732	127	3	the	the	DET
ahmr-732	127	4	proportion	proportion	NOUN
ahmr-732	127	5	of	of	ADP
ahmr-732	127	6	remittances	remittance	NOUN
ahmr-732	127	7	to	to	ADP
ahmr-732	127	8	household	household	NOUN
ahmr-732	127	9	income	income	NOUN
ahmr-732	127	10	.	.	PUNCT
ahmr-732	128	1	the	the	DET
ahmr-732	128	2	result	result	NOUN
ahmr-732	128	3	in	in	ADP
ahmr-732	128	4	table	table	NOUN
ahmr-732	128	5	1	1	NUM
ahmr-732	128	6	show	show	VERB
ahmr-732	128	7	that	that	SCONJ
ahmr-732	128	8	the	the	DET
ahmr-732	128	9	poorest	poor	ADJ
ahmr-732	128	10	households	household	NOUN
ahmr-732	128	11	receive	receive	VERB
ahmr-732	128	12	more	more	ADJ
ahmr-732	128	13	than	than	ADP
ahmr-732	128	14	half	half	NOUN
ahmr-732	128	15	of	of	ADP
ahmr-732	128	16	their	their	PRON
ahmr-732	128	17	income	income	NOUN
ahmr-732	128	18	from	from	ADP
ahmr-732	128	19	remittances	remittance	NOUN
ahmr-732	128	20	(	(	PUNCT
ahmr-732	128	21	56.8	56.8	NUM
ahmr-732	128	22	%	%	NOUN
ahmr-732	128	23	)	)	PUNCT
ahmr-732	128	24	.	.	PUNCT
ahmr-732	129	1	low	low	ADJ
ahmr-732	129	2	income	income	NOUN
ahmr-732	129	3	countries	country	NOUN
ahmr-732	129	4	generate	generate	VERB
ahmr-732	129	5	36.45	36.45	NUM
ahmr-732	129	6	%	%	NOUN
ahmr-732	129	7	of	of	ADP
ahmr-732	129	8	their	their	PRON
ahmr-732	129	9	income	income	NOUN
ahmr-732	129	10	from	from	ADP
ahmr-732	129	11	remittance	remittance	NOUN
ahmr-732	129	12	.	.	PUNCT
ahmr-732	130	1	the	the	DET
ahmr-732	130	2	middle	middle	ADJ
ahmr-732	130	3	income	income	NOUN
ahmr-732	130	4	and	and	CCONJ
ahmr-732	130	5	richest	rich	ADJ
ahmr-732	130	6	households	household	NOUN
ahmr-732	130	7	derive	derive	VERB
ahmr-732	130	8	28.6	28.6	NUM
ahmr-732	130	9	%	%	NOUN
ahmr-732	130	10	and	and	CCONJ
ahmr-732	130	11	21.2	21.2	NUM
ahmr-732	130	12	%	%	NOUN
ahmr-732	130	13	of	of	ADP
ahmr-732	130	14	their	their	PRON
ahmr-732	130	15	income	income	NOUN
ahmr-732	130	16	from	from	ADP
ahmr-732	130	17	remittances	remittance	NOUN
ahmr-732	130	18	,	,	PUNCT
ahmr-732	130	19	respectively	respectively	ADV
ahmr-732	130	20	.	.	PUNCT
ahmr-732	131	1	on	on	ADP
ahmr-732	131	2	average	average	ADJ
ahmr-732	131	3	low	low	ADJ
ahmr-732	131	4	income	income	NOUN
ahmr-732	131	5	households	household	NOUN
ahmr-732	131	6	remit	remit	VERB
ahmr-732	131	7	more	more	ADJ
ahmr-732	131	8	than	than	ADP
ahmr-732	131	9	high	high	ADJ
ahmr-732	131	10	income	income	NOUN
ahmr-732	131	11	households	household	NOUN
ahmr-732	131	12	.	.	PUNCT
ahmr-732	132	1	table	table	NOUN
ahmr-732	132	2	1	1	NUM
ahmr-732	132	3	:	:	PUNCT
ahmr-732	132	4	proportion	proportion	NOUN
ahmr-732	132	5	of	of	ADP
ahmr-732	132	6	remittance	remittance	NOUN
ahmr-732	132	7	income	income	NOUN
ahmr-732	132	8	to	to	ADP
ahmr-732	132	9	total	total	ADJ
ahmr-732	132	10	income	income	NOUN
ahmr-732	132	11	by	by	ADP
ahmr-732	132	12	different	different	ADJ
ahmr-732	132	13	income	income	NOUN
ahmr-732	132	14	group	group	NOUN
ahmr-732	132	15	4	4	NUM
ahmr-732	132	16	quantiles	quantile	NOUN
ahmr-732	132	17	of	of	ADP
ahmr-732	132	18	household	household	NOUN
ahmr-732	132	19	monthly	monthly	ADJ
ahmr-732	132	20	income	income	NOUN
ahmr-732	132	21	summary	summary	NOUN
ahmr-732	132	22	of	of	ADP
ahmr-732	132	23	monthly	monthly	ADJ
ahmr-732	132	24	total	total	ADJ
ahmr-732	132	25	income	income	NOUN
ahmr-732	132	26	per	per	ADP
ahmr-732	132	27	remittance	remittance	NOUN
ahmr-732	132	28	mean	mean	NOUN
ahmr-732	132	29	std	std	PROPN
ahmr-732	132	30	.	.	PROPN
ahmr-732	132	31	dev	dev	PROPN
ahmr-732	132	32	.	.	PROPN
ahmr-732	132	33	freq	freq	PROPN
ahmr-732	132	34	.	.	PUNCT
ahmr-732	133	1	poorest	poor	ADJ
ahmr-732	133	2	0.568	0.568	NUM
ahmr-732	133	3	0.283	0.283	NUM
ahmr-732	133	4	349	349	NUM
ahmr-732	133	5	88	88	NUM
ahmr-732	133	6	low	low	ADJ
ahmr-732	133	7	income	income	NOUN
ahmr-732	133	8	0.364	0.364	NUM
ahmr-732	133	9	0.234	0.234	NUM
ahmr-732	133	10	284	284	NUM
ahmr-732	133	11	middle	middle	ADJ
ahmr-732	133	12	income	income	NOUN
ahmr-732	133	13	0.286	0.286	NUM
ahmr-732	133	14	0.247	0.247	NUM
ahmr-732	133	15	260	260	NUM
ahmr-732	133	16	richest	rich	ADJ
ahmr-732	133	17	0.212	0.212	NUM
ahmr-732	133	18	0.256	0.256	NUM
ahmr-732	133	19	226	226	NUM
ahmr-732	133	20	total	total	NOUN
ahmr-732	133	21	0.379	0.379	NUM
ahmr-732	133	22	0.291	0.291	NUM
ahmr-732	133	23	1119	1119	NUM
ahmr-732	133	24	source	source	NOUN
ahmr-732	133	25	:	:	PUNCT
ahmr-732	133	26	own	own	ADJ
ahmr-732	133	27	calculation	calculation	NOUN
ahmr-732	133	28	using	use	VERB
ahmr-732	133	29	nids	nid	NOUN
ahmr-732	133	30	wave	wave	AUX
ahmr-732	133	31	3	3	NUM
ahmr-732	133	32	survey	survey	NOUN
ahmr-732	133	33	the	the	DET
ahmr-732	133	34	average	average	ADJ
ahmr-732	133	35	remittances	remittance	NOUN
ahmr-732	133	36	by	by	ADP
ahmr-732	133	37	different	different	ADJ
ahmr-732	133	38	household	household	NOUN
ahmr-732	133	39	income	income	NOUN
ahmr-732	133	40	groups	group	NOUN
ahmr-732	133	41	were	be	AUX
ahmr-732	133	42	compared	compare	VERB
ahmr-732	133	43	.	.	PUNCT
ahmr-732	134	1	households	household	NOUN
ahmr-732	134	2	with	with	ADP
ahmr-732	134	3	lower	low	ADJ
ahmr-732	134	4	total	total	ADJ
ahmr-732	134	5	household	household	NOUN
ahmr-732	134	6	income	income	NOUN
ahmr-732	134	7	derive	derive	VERB
ahmr-732	134	8	a	a	DET
ahmr-732	134	9	larger	large	ADJ
ahmr-732	134	10	proportion	proportion	NOUN
ahmr-732	134	11	of	of	ADP
ahmr-732	134	12	that	that	DET
ahmr-732	134	13	income	income	NOUN
ahmr-732	134	14	from	from	ADP
ahmr-732	134	15	remittances	remittance	NOUN
ahmr-732	134	16	,	,	PUNCT
ahmr-732	134	17	however	however	ADV
ahmr-732	134	18	,	,	PUNCT
ahmr-732	134	19	they	they	PRON
ahmr-732	134	20	receive	receive	VERB
ahmr-732	134	21	lower	low	ADJ
ahmr-732	134	22	average	average	ADJ
ahmr-732	134	23	amount	amount	NOUN
ahmr-732	134	24	of	of	ADP
ahmr-732	134	25	remittance	remittance	NOUN
ahmr-732	134	26	compared	compare	VERB
ahmr-732	134	27	to	to	ADP
ahmr-732	134	28	higher	high	ADJ
ahmr-732	134	29	income	income	NOUN
ahmr-732	134	30	households	household	NOUN
ahmr-732	134	31	(	(	PUNCT
ahmr-732	134	32	see	see	VERB
ahmr-732	134	33	table-2	table-2	NUM
ahmr-732	134	34	)	)	PUNCT
ahmr-732	134	35	.	.	PUNCT
ahmr-732	135	1	table	table	NOUN
ahmr-732	135	2	2	2	NUM
ahmr-732	135	3	:	:	PUNCT
ahmr-732	135	4	average	average	ADJ
ahmr-732	135	5	monthly	monthly	ADJ
ahmr-732	135	6	remittance	remittance	NOUN
ahmr-732	135	7	income	income	NOUN
ahmr-732	135	8	by	by	ADP
ahmr-732	135	9	different	different	ADJ
ahmr-732	135	10	income	income	NOUN
ahmr-732	135	11	group	group	NOUN
ahmr-732	135	12	4	4	NUM
ahmr-732	135	13	quantiles	quantile	NOUN
ahmr-732	135	14	of	of	ADP
ahmr-732	135	15	household	household	NOUN
ahmr-732	135	16	monthly	monthly	ADJ
ahmr-732	135	17	income	income	NOUN
ahmr-732	135	18	summary	summary	NOUN
ahmr-732	135	19	of	of	ADP
ahmr-732	135	20	monthly	monthly	ADJ
ahmr-732	135	21	total	total	ADJ
ahmr-732	135	22	income	income	NOUN
ahmr-732	135	23	per	per	ADP
ahmr-732	135	24	remittance	remittance	NOUN
ahmr-732	135	25	mean	mean	NOUN
ahmr-732	135	26	std	std	PROPN
ahmr-732	135	27	.	.	PROPN
ahmr-732	135	28	dev	dev	PROPN
ahmr-732	135	29	.	.	PROPN
ahmr-732	135	30	freq	freq	PROPN
ahmr-732	135	31	.	.	PUNCT
ahmr-732	136	1	poorest	poor	ADJ
ahmr-732	136	2	663.1	663.1	NUM
ahmr-732	136	3	440.8	440.8	NUM
ahmr-732	136	4	349	349	NUM
ahmr-732	136	5	low	low	ADJ
ahmr-732	136	6	income	income	NOUN
ahmr-732	136	7	954.2	954.2	NUM
ahmr-732	136	8	625.5	625.5	NUM
ahmr-732	136	9	284	284	NUM
ahmr-732	136	10	middle	middle	ADJ
ahmr-732	136	11	income	income	NOUN
ahmr-732	136	12	1336.3	1336.3	NUM
ahmr-732	136	13	1197.5	1197.5	NUM
ahmr-732	136	14	260	260	NUM
ahmr-732	136	15	richest	richest	VERB
ahmr-732	136	16	3026.7	3026.7	NUM
ahmr-732	136	17	6606.8	6606.8	NUM
ahmr-732	136	18	226	226	NUM
ahmr-732	136	19	total	total	ADJ
ahmr-732	136	20	1370.8	1370.8	NUM
ahmr-732	136	21	3167.2	3167.2	NUM
ahmr-732	136	22	1119	1119	NUM
ahmr-732	136	23	source	source	NOUN
ahmr-732	136	24	:	:	PUNCT
ahmr-732	136	25	own	own	ADJ
ahmr-732	136	26	calculation	calculation	NOUN
ahmr-732	136	27	using	use	VERB
ahmr-732	136	28	nids	nid	NOUN
ahmr-732	136	29	wave	wave	VERB
ahmr-732	136	30	3	3	NUM
ahmr-732	136	31	survey	survey	NOUN
ahmr-732	136	32	the	the	DET
ahmr-732	136	33	average	average	ADJ
ahmr-732	136	34	remittance	remittance	NOUN
ahmr-732	136	35	income	income	NOUN
ahmr-732	136	36	by	by	ADP
ahmr-732	136	37	different	different	ADJ
ahmr-732	136	38	household	household	NOUN
ahmr-732	136	39	size	size	NOUN
ahmr-732	136	40	was	be	AUX
ahmr-732	136	41	analysed	analyse	VERB
ahmr-732	136	42	.	.	PUNCT
ahmr-732	137	1	table	table	NOUN
ahmr-732	137	2	3	3	NUM
ahmr-732	137	3	shows	show	VERB
ahmr-732	137	4	that	that	SCONJ
ahmr-732	137	5	households	household	NOUN
ahmr-732	137	6	with	with	ADP
ahmr-732	137	7	from	from	ADP
ahmr-732	137	8	6	6	NUM
ahmr-732	137	9	to	to	PART
ahmr-732	137	10	10	10	NUM
ahmr-732	137	11	members	member	NOUN
ahmr-732	137	12	receive	receive	VERB
ahmr-732	137	13	a	a	DET
ahmr-732	137	14	higher	high	ADJ
ahmr-732	137	15	amount	amount	NOUN
ahmr-732	137	16	of	of	ADP
ahmr-732	137	17	average	average	ADJ
ahmr-732	137	18	remittance	remittance	NOUN
ahmr-732	137	19	income	income	NOUN
ahmr-732	137	20	per	per	ADP
ahmr-732	137	21	month	month	NOUN
ahmr-732	137	22	,	,	PUNCT
ahmr-732	137	23	followed	follow	VERB
ahmr-732	137	24	by	by	ADP
ahmr-732	137	25	households	household	NOUN
ahmr-732	137	26	with	with	ADP
ahmr-732	137	27	from	from	ADP
ahmr-732	137	28	1	1	NUM
ahmr-732	137	29	to	to	PART
ahmr-732	137	30	5	5	NUM
ahmr-732	137	31	members	member	NOUN
ahmr-732	137	32	.	.	PUNCT
ahmr-732	138	1	households	household	NOUN
ahmr-732	138	2	with	with	ADP
ahmr-732	138	3	higher	high	ADJ
ahmr-732	138	4	members	member	NOUN
ahmr-732	138	5	of	of	ADP
ahmr-732	138	6	between	between	ADP
ahmr-732	138	7	21	21	NUM
ahmr-732	138	8	and	and	CCONJ
ahmr-732	138	9	39	39	NUM
ahmr-732	138	10	receive	receive	VERB
ahmr-732	138	11	lower	low	ADJ
ahmr-732	138	12	average	average	ADJ
ahmr-732	138	13	remittance	remittance	NOUN
ahmr-732	138	14	income	income	NOUN
ahmr-732	138	15	.	.	PUNCT
ahmr-732	139	1	this	this	PRON
ahmr-732	139	2	shows	show	VERB
ahmr-732	139	3	a	a	DET
ahmr-732	139	4	negative	negative	ADJ
ahmr-732	139	5	relationship	relationship	NOUN
ahmr-732	139	6	between	between	ADP
ahmr-732	139	7	monthly	monthly	ADJ
ahmr-732	139	8	household	household	NOUN
ahmr-732	139	9	remittances	remittance	NOUN
ahmr-732	139	10	and	and	CCONJ
ahmr-732	139	11	household	household	NOUN
ahmr-732	139	12	size	size	NOUN
ahmr-732	139	13	.	.	PUNCT
ahmr-732	140	1	89	89	NUM
ahmr-732	140	2	table	table	NOUN
ahmr-732	140	3	3	3	NUM
ahmr-732	140	4	:	:	PUNCT
ahmr-732	140	5	average	average	ADJ
ahmr-732	140	6	monthly	monthly	ADJ
ahmr-732	140	7	remittance	remittance	NOUN
ahmr-732	140	8	income	income	NOUN
ahmr-732	140	9	by	by	ADP
ahmr-732	140	10	household	household	NOUN
ahmr-732	140	11	population	population	NOUN
ahmr-732	140	12	size	size	NOUN
ahmr-732	140	13	household	household	NOUN
ahmr-732	140	14	size	size	NOUN
ahmr-732	140	15	summary	summary	NOUN
ahmr-732	140	16	of	of	ADP
ahmr-732	140	17	monthly	monthly	ADJ
ahmr-732	140	18	total	total	ADJ
ahmr-732	140	19	income	income	NOUN
ahmr-732	140	20	per	per	ADP
ahmr-732	140	21	remittance	remittance	NOUN
ahmr-732	140	22	mean	mean	NOUN
ahmr-732	140	23	std	std	PROPN
ahmr-732	140	24	.	.	PROPN
ahmr-732	140	25	dev	dev	PROPN
ahmr-732	140	26	.	.	PROPN
ahmr-732	140	27	freq	freq	PROPN
ahmr-732	140	28	.	.	PUNCT
ahmr-732	141	1	1	1	NUM
ahmr-732	141	2	-	-	SYM
ahmr-732	141	3	5	5	NUM
ahmr-732	141	4	1372.8	1372.8	NUM
ahmr-732	141	5	2654.2	2654.2	NUM
ahmr-732	141	6	806	806	NUM
ahmr-732	141	7	6	6	NUM
ahmr-732	141	8	-	-	SYM
ahmr-732	141	9	10	10	NUM
ahmr-732	141	10	1403.3	1403.3	NUM
ahmr-732	141	11	4441.6	4441.6	NUM
ahmr-732	141	12	278	278	NUM
ahmr-732	141	13	11	11	NUM
ahmr-732	141	14	-	-	SYM
ahmr-732	141	15	20	20	NUM
ahmr-732	141	16	1095.7	1095.7	NUM
ahmr-732	141	17	1526.2	1526.2	NUM
ahmr-732	141	18	33	33	NUM
ahmr-732	141	19	21	21	NUM
ahmr-732	141	20	-	-	SYM
ahmr-732	141	21	39	39	NUM
ahmr-732	141	22	558	558	NUM
ahmr-732	141	23	780.6	780.6	NUM
ahmr-732	141	24	2	2	NUM
ahmr-732	141	25	total	total	NOUN
ahmr-732	141	26	1370.8	1370.8	NUM
ahmr-732	141	27	3167.2	3167.2	NUM
ahmr-732	141	28	1119	1119	NUM
ahmr-732	141	29	source	source	NOUN
ahmr-732	141	30	:	:	PUNCT
ahmr-732	141	31	own	own	ADJ
ahmr-732	141	32	calculation	calculation	NOUN
ahmr-732	141	33	using	use	VERB
ahmr-732	141	34	nids	nid	NOUN
ahmr-732	141	35	wave	wave	VERB
ahmr-732	141	36	3	3	NUM
ahmr-732	141	37	survey	survey	NOUN
ahmr-732	141	38	remittances	remittance	NOUN
ahmr-732	141	39	to	to	ADP
ahmr-732	141	40	households	household	NOUN
ahmr-732	141	41	in	in	ADP
ahmr-732	141	42	urban	urban	ADJ
ahmr-732	141	43	and	and	CCONJ
ahmr-732	141	44	rural	rural	ADJ
ahmr-732	141	45	areas	area	NOUN
ahmr-732	141	46	were	be	AUX
ahmr-732	141	47	considered	consider	VERB
ahmr-732	141	48	.	.	PUNCT
ahmr-732	142	1	households	household	NOUN
ahmr-732	142	2	in	in	ADP
ahmr-732	142	3	rural	rural	ADJ
ahmr-732	142	4	areas	area	NOUN
ahmr-732	142	5	on	on	ADP
ahmr-732	142	6	average	average	ADJ
ahmr-732	142	7	receive	receive	VERB
ahmr-732	142	8	r614	r614	NUM
ahmr-732	142	9	monthly	monthly	ADJ
ahmr-732	142	10	remittance	remittance	NOUN
ahmr-732	142	11	which	which	PRON
ahmr-732	142	12	is	be	AUX
ahmr-732	142	13	higher	high	ADJ
ahmr-732	142	14	than	than	ADP
ahmr-732	142	15	urban	urban	ADJ
ahmr-732	142	16	households	household	NOUN
ahmr-732	142	17	that	that	PRON
ahmr-732	142	18	receive	receive	VERB
ahmr-732	142	19	on	on	ADP
ahmr-732	142	20	average	average	ADJ
ahmr-732	142	21	r505	r505	PROPN
ahmr-732	142	22	.	.	PUNCT
ahmr-732	143	1	the	the	DET
ahmr-732	143	2	result	result	NOUN
ahmr-732	143	3	strengthen	strengthen	VERB
ahmr-732	143	4	the	the	DET
ahmr-732	143	5	argument	argument	NOUN
ahmr-732	143	6	that	that	SCONJ
ahmr-732	143	7	rural	rural	ADJ
ahmr-732	143	8	households	household	NOUN
ahmr-732	143	9	receives	receive	VERB
ahmr-732	143	10	higher	high	ADJ
ahmr-732	143	11	remittance	remittance	NOUN
ahmr-732	143	12	income	income	NOUN
ahmr-732	143	13	compared	compare	VERB
ahmr-732	143	14	to	to	ADP
ahmr-732	143	15	urban	urban	ADJ
ahmr-732	143	16	households	household	NOUN
ahmr-732	143	17	.	.	PUNCT
ahmr-732	144	1	the	the	DET
ahmr-732	144	2	difference	difference	NOUN
ahmr-732	144	3	in	in	ADP
ahmr-732	144	4	average	average	ADJ
ahmr-732	144	5	income	income	NOUN
ahmr-732	144	6	between	between	ADP
ahmr-732	144	7	rural	rural	ADJ
ahmr-732	144	8	and	and	CCONJ
ahmr-732	144	9	urban	urban	ADJ
ahmr-732	144	10	households	household	NOUN
ahmr-732	144	11	is	be	AUX
ahmr-732	144	12	statistically	statistically	ADV
ahmr-732	144	13	significant	significant	ADJ
ahmr-732	144	14	at	at	ADP
ahmr-732	144	15	95	95	NUM
ahmr-732	144	16	%	%	NOUN
ahmr-732	144	17	confidence	confidence	NOUN
ahmr-732	144	18	interval	interval	NOUN
ahmr-732	144	19	(	(	PUNCT
ahmr-732	144	20	see	see	VERB
ahmr-732	144	21	table	table	NOUN
ahmr-732	144	22	4	4	NUM
ahmr-732	144	23	)	)	PUNCT
ahmr-732	144	24	.	.	PUNCT
ahmr-732	145	1	table	table	NOUN
ahmr-732	145	2	4	4	NUM
ahmr-732	145	3	:	:	PUNCT
ahmr-732	145	4	average	average	ADJ
ahmr-732	145	5	monthly	monthly	ADJ
ahmr-732	145	6	income	income	NOUN
ahmr-732	145	7	by	by	ADP
ahmr-732	145	8	geographic	geographic	ADJ
ahmr-732	145	9	type	type	NOUN
ahmr-732	145	10	household	household	NOUN
ahmr-732	145	11	geographic	geographic	ADJ
ahmr-732	145	12	type	type	NOUN
ahmr-732	145	13	t	t	NOUN
ahmr-732	145	14	-	-	PUNCT
ahmr-732	145	15	value	value	NOUN
ahmr-732	145	16	urban	urban	ADJ
ahmr-732	145	17	rural	rural	ADJ
ahmr-732	145	18	total	total	ADJ
ahmr-732	145	19	monthly	monthly	ADJ
ahmr-732	145	20	remittance	remittance	NOUN
ahmr-732	145	21	income	income	NOUN
ahmr-732	145	22	614	614	NUM
ahmr-732	145	23	505	505	NUM
ahmr-732	145	24	1119	1119	NUM
ahmr-732	145	25	3.3261	3.3261	NUM
ahmr-732	145	26	source	source	NOUN
ahmr-732	145	27	:	:	PUNCT
ahmr-732	145	28	own	own	ADJ
ahmr-732	145	29	calculation	calculation	NOUN
ahmr-732	145	30	using	use	VERB
ahmr-732	145	31	nids	nid	NOUN
ahmr-732	145	32	wave	wave	VERB
ahmr-732	145	33	3	3	NUM
ahmr-732	145	34	survey	survey	NOUN
ahmr-732	145	35	remittances	remittance	NOUN
ahmr-732	145	36	to	to	ADP
ahmr-732	145	37	households	household	NOUN
ahmr-732	145	38	in	in	ADP
ahmr-732	145	39	the	the	DET
ahmr-732	145	40	different	different	ADJ
ahmr-732	145	41	provinces	province	NOUN
ahmr-732	145	42	were	be	AUX
ahmr-732	145	43	analysed	analyse	VERB
ahmr-732	145	44	.	.	PUNCT
ahmr-732	146	1	households	household	NOUN
ahmr-732	146	2	in	in	ADP
ahmr-732	146	3	gauteng	gauteng	PROPN
ahmr-732	146	4	and	and	CCONJ
ahmr-732	146	5	the	the	DET
ahmr-732	146	6	northern	northern	ADJ
ahmr-732	146	7	cape	cape	NOUN
ahmr-732	146	8	receive	receive	VERB
ahmr-732	146	9	higher	high	ADJ
ahmr-732	146	10	average	average	ADJ
ahmr-732	146	11	monthly	monthly	ADJ
ahmr-732	146	12	remittance	remittance	NOUN
ahmr-732	146	13	income	income	NOUN
ahmr-732	146	14	.	.	PUNCT
ahmr-732	147	1	households	household	NOUN
ahmr-732	147	2	in	in	ADP
ahmr-732	147	3	the	the	DET
ahmr-732	147	4	western	western	ADJ
ahmr-732	147	5	cape	cape	NOUN
ahmr-732	147	6	receives	receive	VERB
ahmr-732	147	7	a	a	DET
ahmr-732	147	8	lower	low	ADJ
ahmr-732	147	9	amount	amount	NOUN
ahmr-732	147	10	of	of	ADP
ahmr-732	147	11	monthly	monthly	ADJ
ahmr-732	147	12	average	average	ADJ
ahmr-732	147	13	remittance	remittance	NOUN
ahmr-732	147	14	income	income	NOUN
ahmr-732	147	15	.	.	PUNCT
ahmr-732	148	1	table	table	NOUN
ahmr-732	148	2	5	5	NUM
ahmr-732	148	3	below	below	ADV
ahmr-732	148	4	shows	show	VERB
ahmr-732	148	5	the	the	DET
ahmr-732	148	6	monthly	monthly	ADJ
ahmr-732	148	7	average	average	ADJ
ahmr-732	148	8	remittance	remittance	NOUN
ahmr-732	148	9	income	income	NOUN
ahmr-732	148	10	by	by	ADP
ahmr-732	148	11	province	province	NOUN
ahmr-732	148	12	(	(	PUNCT
ahmr-732	148	13	see	see	VERB
ahmr-732	148	14	table	table	NOUN
ahmr-732	148	15	5	5	NUM
ahmr-732	148	16	)	)	PUNCT
ahmr-732	148	17	.	.	PUNCT
ahmr-732	149	1	90	90	NUM
ahmr-732	149	2	table	table	NOUN
ahmr-732	149	3	5	5	NUM
ahmr-732	149	4	:	:	PUNCT
ahmr-732	149	5	average	average	ADJ
ahmr-732	149	6	monthly	monthly	ADJ
ahmr-732	149	7	remittance	remittance	NOUN
ahmr-732	149	8	income	income	NOUN
ahmr-732	149	9	by	by	ADP
ahmr-732	149	10	province	province	NOUN
ahmr-732	149	11	province	province	NOUN
ahmr-732	149	12	mean	mean	VERB
ahmr-732	149	13	std	std	PROPN
ahmr-732	149	14	.	.	PROPN
ahmr-732	149	15	dev	dev	PROPN
ahmr-732	149	16	.	.	PROPN
ahmr-732	149	17	freq	freq	PROPN
ahmr-732	149	18	.	.	PUNCT
ahmr-732	150	1	western	western	ADJ
ahmr-732	150	2	cape	cape	NOUN
ahmr-732	150	3	908.4	908.4	NUM
ahmr-732	150	4	1623	1623	NUM
ahmr-732	150	5	107	107	NUM
ahmr-732	150	6	eastern	eastern	ADJ
ahmr-732	150	7	cape	cape	NOUN
ahmr-732	150	8	1391.1	1391.1	NUM
ahmr-732	150	9	4131	4131	NUM
ahmr-732	150	10	158	158	NUM
ahmr-732	150	11	northern	northern	ADJ
ahmr-732	150	12	cape	cape	NOUN
ahmr-732	150	13	1638.5	1638.5	NUM
ahmr-732	150	14	1721	1721	NUM
ahmr-732	150	15	37	37	NUM
ahmr-732	150	16	free	free	ADJ
ahmr-732	150	17	state	state	NOUN
ahmr-732	150	18	1287.7	1287.7	NUM
ahmr-732	150	19	2165	2165	NUM
ahmr-732	150	20	98	98	NUM
ahmr-732	150	21	kwazulu	kwazulu	VERB
ahmr-732	150	22	-	-	PUNCT
ahmr-732	150	23	natal	natal	ADJ
ahmr-732	150	24	1390.2	1390.2	NUM
ahmr-732	150	25	4447	4447	NUM
ahmr-732	150	26	288	288	NUM
ahmr-732	150	27	north	north	NOUN
ahmr-732	150	28	west	west	ADV
ahmr-732	150	29	1305.7	1305.7	NUM
ahmr-732	150	30	1597	1597	NUM
ahmr-732	150	31	100	100	NUM
ahmr-732	150	32	gauteng	gauteng	PROPN
ahmr-732	150	33	1793.8	1793.8	NUM
ahmr-732	150	34	3221	3221	NUM
ahmr-732	150	35	126	126	NUM
ahmr-732	150	36	mpumalanga	mpumalanga	NOUN
ahmr-732	150	37	1388.1	1388.1	NUM
ahmr-732	150	38	1995	1995	NUM
ahmr-732	150	39	47	47	NUM
ahmr-732	150	40	limpopo	limpopo	PROPN
ahmr-732	150	41	1315.8	1315.8	NUM
ahmr-732	150	42	1215	1215	NUM
ahmr-732	150	43	158	158	NUM
ahmr-732	150	44	western	western	ADJ
ahmr-732	150	45	cape	cape	NOUN
ahmr-732	150	46	908.4	908.4	NUM
ahmr-732	150	47	1623	1623	NUM
ahmr-732	150	48	107	107	NUM
ahmr-732	150	49	source	source	NOUN
ahmr-732	150	50	:	:	PUNCT
ahmr-732	150	51	own	own	ADJ
ahmr-732	150	52	calculation	calculation	NOUN
ahmr-732	150	53	using	use	VERB
ahmr-732	150	54	nids	nid	NOUN
ahmr-732	150	55	wave	wave	VERB
ahmr-732	150	56	3	3	NUM
ahmr-732	150	57	survey	survey	NOUN
ahmr-732	150	58	b	b	NOUN
ahmr-732	150	59	)	)	PUNCT
ahmr-732	150	60	households	household	NOUN
ahmr-732	150	61	head	head	NOUN
ahmr-732	150	62	characteristics	characteristic	NOUN
ahmr-732	150	63	and	and	CCONJ
ahmr-732	150	64	remittance	remittance	NOUN
ahmr-732	150	65	income	income	NOUN
ahmr-732	150	66	the	the	DET
ahmr-732	150	67	different	different	ADJ
ahmr-732	150	68	characteristic	characteristic	NOUN
ahmr-732	150	69	of	of	ADP
ahmr-732	150	70	household	household	NOUN
ahmr-732	150	71	heads	head	NOUN
ahmr-732	150	72	for	for	ADP
ahmr-732	150	73	remittance	remittance	NOUN
ahmr-732	150	74	receiving	receive	VERB
ahmr-732	150	75	households	household	NOUN
ahmr-732	150	76	were	be	AUX
ahmr-732	150	77	analysed	analyse	VERB
ahmr-732	150	78	.	.	PUNCT
ahmr-732	151	1	comparison	comparison	NOUN
ahmr-732	151	2	of	of	ADP
ahmr-732	151	3	the	the	DET
ahmr-732	151	4	average	average	ADJ
ahmr-732	151	5	remittance	remittance	NOUN
ahmr-732	151	6	received	receive	VERB
ahmr-732	151	7	by	by	ADP
ahmr-732	151	8	different	different	ADJ
ahmr-732	151	9	population	population	NOUN
ahmr-732	151	10	group	group	NOUN
ahmr-732	151	11	and	and	CCONJ
ahmr-732	151	12	gender	gender	NOUN
ahmr-732	151	13	.	.	PUNCT
ahmr-732	151	14	table	table	NOUN
ahmr-732	151	15	6	6	NUM
ahmr-732	151	16	shows	show	VERB
ahmr-732	151	17	africans	africans	PROPN
ahmr-732	151	18	,	,	PUNCT
ahmr-732	151	19	asian	asian	ADJ
ahmr-732	151	20	/	/	SYM
ahmr-732	151	21	indian	indian	ADJ
ahmr-732	151	22	and	and	CCONJ
ahmr-732	151	23	white	white	ADJ
ahmr-732	151	24	population	population	NOUN
ahmr-732	151	25	groups	group	NOUN
ahmr-732	151	26	.	.	PUNCT
ahmr-732	152	1	on	on	ADP
ahmr-732	152	2	average	average	ADJ
ahmr-732	152	3	male	male	ADJ
ahmr-732	152	4	headed	head	VERB
ahmr-732	152	5	households	household	NOUN
ahmr-732	152	6	received	receive	VERB
ahmr-732	152	7	higher	high	ADJ
ahmr-732	152	8	monthly	monthly	ADJ
ahmr-732	152	9	remittance	remittance	NOUN
ahmr-732	152	10	income	income	NOUN
ahmr-732	152	11	than	than	ADP
ahmr-732	152	12	female	female	ADJ
ahmr-732	152	13	headed	head	VERB
ahmr-732	152	14	households	household	NOUN
ahmr-732	152	15	.	.	PUNCT
ahmr-732	153	1	for	for	ADP
ahmr-732	153	2	the	the	DET
ahmr-732	153	3	coloured	coloured	ADJ
ahmr-732	153	4	population	population	NOUN
ahmr-732	153	5	group	group	NOUN
ahmr-732	153	6	on	on	ADP
ahmr-732	153	7	average	average	ADJ
ahmr-732	153	8	female	female	ADJ
ahmr-732	153	9	headed	head	VERB
ahmr-732	153	10	households	household	NOUN
ahmr-732	153	11	received	receive	VERB
ahmr-732	153	12	higher	high	ADJ
ahmr-732	153	13	government	government	NOUN
ahmr-732	153	14	grants	grant	NOUN
ahmr-732	153	15	than	than	ADP
ahmr-732	153	16	male	male	ADJ
ahmr-732	153	17	headed	head	VERB
ahmr-732	153	18	households	household	NOUN
ahmr-732	153	19	.	.	PUNCT
ahmr-732	154	1	the	the	DET
ahmr-732	154	2	average	average	ADJ
ahmr-732	154	3	difference	difference	NOUN
ahmr-732	154	4	between	between	ADP
ahmr-732	154	5	female	female	ADJ
ahmr-732	154	6	and	and	CCONJ
ahmr-732	154	7	male	male	ADJ
ahmr-732	154	8	headed	head	VERB
ahmr-732	154	9	households	household	NOUN
ahmr-732	154	10	among	among	ADP
ahmr-732	154	11	all	all	DET
ahmr-732	154	12	population	population	NOUN
ahmr-732	154	13	groups	group	NOUN
ahmr-732	154	14	is	be	AUX
ahmr-732	154	15	statistically	statistically	ADV
ahmr-732	154	16	insignificant	insignificant	ADJ
ahmr-732	154	17	at	at	ADP
ahmr-732	154	18	99	99	NUM
ahmr-732	154	19	%	%	NOUN
ahmr-732	154	20	confidence	confidence	NOUN
ahmr-732	154	21	interval	interval	NOUN
ahmr-732	154	22	.	.	PUNCT
ahmr-732	155	1	table	table	NOUN
ahmr-732	155	2	6	6	NUM
ahmr-732	155	3	:	:	PUNCT
ahmr-732	155	4	average	average	ADJ
ahmr-732	155	5	monthly	monthly	ADJ
ahmr-732	155	6	remittance	remittance	NOUN
ahmr-732	155	7	income	income	NOUN
ahmr-732	155	8	by	by	ADP
ahmr-732	155	9	population	population	NOUN
ahmr-732	155	10	group	group	NOUN
ahmr-732	155	11	and	and	CCONJ
ahmr-732	155	12	gender	gender	NOUN
ahmr-732	155	13	of	of	ADP
ahmr-732	155	14	the	the	DET
ahmr-732	155	15	household	household	NOUN
ahmr-732	155	16	head	head	NOUN
ahmr-732	155	17	africans	africans	PROPN
ahmr-732	155	18	coloured	colour	VERB
ahmr-732	155	19	indian	indian	ADJ
ahmr-732	155	20	/	/	SYM
ahmr-732	155	21	asian	asian	ADJ
ahmr-732	155	22	white	white	PROPN
ahmr-732	155	23	mal	mal	ADJ
ahmr-732	155	24	femal	femal	ADJ
ahmr-732	155	25	mal	mal	ADJ
ahmr-732	155	26	femal	femal	ADJ
ahmr-732	155	27	male	male	NOUN
ahmr-732	155	28	femal	femal	ADJ
ahmr-732	155	29	mal	mal	ADJ
ahmr-732	155	30	femal	femal	NOUN
ahmr-732	155	31	91	91	NUM
ahmr-732	155	32	e	e	NOUN
ahmr-732	155	33	e	e	X
ahmr-732	155	34	e	e	X
ahmr-732	155	35	e	e	X
ahmr-732	155	36	e	e	X
ahmr-732	155	37	e	e	X
ahmr-732	155	38	e	e	NOUN
ahmr-732	155	39	average	average	ADJ
ahmr-732	155	40	monthly	monthly	ADJ
ahmr-732	155	41	remittanc	remittanc	NOUN
ahmr-732	155	42	e	e	NOUN
ahmr-732	155	43	143	143	NUM
ahmr-732	155	44	1	1	NUM
ahmr-732	155	45	1390	1390	NUM
ahmr-732	155	46	610	610	NUM
ahmr-732	155	47	929	929	NUM
ahmr-732	155	48	1050	1050	NUM
ahmr-732	155	49	0	0	NUM
ahmr-732	155	50	2580	2580	NUM
ahmr-732	155	51	567	567	NUM
ahmr-732	155	52	0	0	NUM
ahmr-732	155	53	3411	3411	NUM
ahmr-732	155	54	t	t	NOUN
ahmr-732	155	55	-	-	PUNCT
ahmr-732	155	56	value	value	NOUN
ahmr-732	155	57	0.1427	0.1427	NUM
ahmr-732	155	58	1.1123	1.1123	NUM
ahmr-732	155	59	1.4951	1.4951	NUM
ahmr-732	155	60	0.6500	0.6500	NUM
ahmr-732	155	61	source	source	NOUN
ahmr-732	155	62	:	:	PUNCT
ahmr-732	155	63	own	own	ADJ
ahmr-732	155	64	calculation	calculation	NOUN
ahmr-732	155	65	using	use	VERB
ahmr-732	155	66	nids	nid	NOUN
ahmr-732	155	67	wave	wave	VERB
ahmr-732	155	68	3	3	NUM
ahmr-732	155	69	survey	survey	NOUN
ahmr-732	155	70	employment	employment	NOUN
ahmr-732	155	71	status	status	NOUN
ahmr-732	155	72	was	be	AUX
ahmr-732	155	73	coded	code	VERB
ahmr-732	155	74	into	into	ADP
ahmr-732	155	75	two	two	NUM
ahmr-732	155	76	categories	category	NOUN
ahmr-732	155	77	,	,	PUNCT
ahmr-732	155	78	employed	employ	VERB
ahmr-732	155	79	and	and	CCONJ
ahmr-732	155	80	unemployed	unemployed	ADJ
ahmr-732	155	81	.	.	PUNCT
ahmr-732	156	1	unemployed	unemployed	PROPN
ahmr-732	156	2	includes	include	VERB
ahmr-732	156	3	unemployed	unemployed	ADJ
ahmr-732	156	4	(	(	PUNCT
ahmr-732	156	5	strict	strict	ADJ
ahmr-732	156	6	definition	definition	NOUN
ahmr-732	156	7	)	)	PUNCT
ahmr-732	156	8	,	,	PUNCT
ahmr-732	156	9	unemployed	unemployed	ADJ
ahmr-732	156	10	(	(	PUNCT
ahmr-732	156	11	broad	broad	ADJ
ahmr-732	156	12	definition	definition	NOUN
ahmr-732	156	13	)	)	PUNCT
ahmr-732	156	14	and	and	CCONJ
ahmr-732	156	15	not	not	PART
ahmr-732	156	16	economically	economically	ADV
ahmr-732	156	17	active	active	ADJ
ahmr-732	156	18	.	.	PUNCT
ahmr-732	157	1	it	it	PRON
ahmr-732	157	2	was	be	AUX
ahmr-732	157	3	found	find	VERB
ahmr-732	157	4	that	that	SCONJ
ahmr-732	157	5	households	household	NOUN
ahmr-732	157	6	with	with	ADP
ahmr-732	157	7	household	household	NOUN
ahmr-732	157	8	head	head	NOUN
ahmr-732	157	9	unemployed	unemployed	ADV
ahmr-732	157	10	received	receive	VERB
ahmr-732	157	11	the	the	DET
ahmr-732	157	12	highest	high	ADJ
ahmr-732	157	13	amount	amount	NOUN
ahmr-732	157	14	of	of	ADP
ahmr-732	157	15	monthly	monthly	ADJ
ahmr-732	157	16	remittance	remittance	NOUN
ahmr-732	157	17	income	income	NOUN
ahmr-732	157	18	compared	compare	VERB
ahmr-732	157	19	to	to	ADP
ahmr-732	157	20	employed	employ	VERB
ahmr-732	157	21	household	household	NOUN
ahmr-732	157	22	head	head	NOUN
ahmr-732	157	23	.	.	PUNCT
ahmr-732	158	1	the	the	DET
ahmr-732	158	2	difference	difference	NOUN
ahmr-732	158	3	in	in	ADP
ahmr-732	158	4	average	average	ADJ
ahmr-732	158	5	monthly	monthly	ADJ
ahmr-732	158	6	income	income	NOUN
ahmr-732	158	7	between	between	ADP
ahmr-732	158	8	employed	employ	VERB
ahmr-732	158	9	an	an	DET
ahmr-732	158	10	unemployed	unemployed	ADJ
ahmr-732	158	11	household	household	NOUN
ahmr-732	158	12	head	head	NOUN
ahmr-732	158	13	is	be	AUX
ahmr-732	158	14	statistically	statistically	ADV
ahmr-732	158	15	insignificant	insignificant	ADJ
ahmr-732	158	16	at	at	ADP
ahmr-732	158	17	90	90	NUM
ahmr-732	158	18	%	%	NOUN
ahmr-732	158	19	,	,	PUNCT
ahmr-732	158	20	95	95	NUM
ahmr-732	158	21	%	%	NOUN
ahmr-732	158	22	and	and	CCONJ
ahmr-732	158	23	99	99	NUM
ahmr-732	158	24	%	%	NOUN
ahmr-732	158	25	confidence	confidence	NOUN
ahmr-732	158	26	interval	interval	NOUN
ahmr-732	158	27	(	(	PUNCT
ahmr-732	158	28	see	see	VERB
ahmr-732	158	29	table	table	NOUN
ahmr-732	158	30	7	7	NUM
ahmr-732	158	31	)	)	PUNCT
ahmr-732	158	32	table	table	NOUN
ahmr-732	158	33	7	7	NUM
ahmr-732	158	34	:	:	PUNCT
ahmr-732	158	35	average	average	ADJ
ahmr-732	158	36	monthly	monthly	ADJ
ahmr-732	158	37	remittance	remittance	NOUN
ahmr-732	158	38	income	income	NOUN
ahmr-732	158	39	by	by	ADP
ahmr-732	158	40	household	household	NOUN
ahmr-732	158	41	head	head	NOUN
ahmr-732	158	42	employment	employment	NOUN
ahmr-732	158	43	status	status	NOUN
ahmr-732	158	44	household	household	NOUN
ahmr-732	158	45	head	head	NOUN
ahmr-732	158	46	employment	employment	NOUN
ahmr-732	158	47	status	status	NOUN
ahmr-732	158	48	t	t	PROPN
ahmr-732	158	49	-	-	PUNCT
ahmr-732	158	50	value	value	NOUN
ahmr-732	158	51	employed	employ	VERB
ahmr-732	158	52	non	non	NOUN
ahmr-732	158	53	employed	employ	VERB
ahmr-732	158	54	total	total	ADJ
ahmr-732	158	55	monthly	monthly	ADJ
ahmr-732	158	56	remittance	remittance	NOUN
ahmr-732	158	57	income	income	NOUN
ahmr-732	158	58	420	420	NUM
ahmr-732	158	59	170	170	NUM
ahmr-732	158	60	590	590	NUM
ahmr-732	158	61	0.7135	0.7135	NUM
ahmr-732	158	62	source	source	NOUN
ahmr-732	158	63	:	:	PUNCT
ahmr-732	158	64	own	own	ADJ
ahmr-732	158	65	calculation	calculation	NOUN
ahmr-732	158	66	using	use	VERB
ahmr-732	158	67	nids	nid	NOUN
ahmr-732	158	68	wave	wave	VERB
ahmr-732	158	69	3	3	NUM
ahmr-732	158	70	survey	survey	NOUN
ahmr-732	158	71	table	table	NOUN
ahmr-732	158	72	8	8	NUM
ahmr-732	158	73	shows	show	VERB
ahmr-732	158	74	the	the	DET
ahmr-732	158	75	distribution	distribution	NOUN
ahmr-732	158	76	of	of	ADP
ahmr-732	158	77	average	average	ADJ
ahmr-732	158	78	monthly	monthly	ADJ
ahmr-732	158	79	remittance	remittance	NOUN
ahmr-732	158	80	income	income	NOUN
ahmr-732	158	81	by	by	ADP
ahmr-732	158	82	household	household	NOUN
ahmr-732	158	83	head	head	NOUN
ahmr-732	158	84	education	education	NOUN
ahmr-732	158	85	status	status	NOUN
ahmr-732	158	86	.	.	PUNCT
ahmr-732	159	1	households	household	NOUN
ahmr-732	159	2	where	where	SCONJ
ahmr-732	159	3	the	the	DET
ahmr-732	159	4	household	household	NOUN
ahmr-732	159	5	head	head	NOUN
ahmr-732	159	6	has	have	VERB
ahmr-732	159	7	college	college	NOUN
ahmr-732	159	8	education	education	NOUN
ahmr-732	159	9	and	and	CCONJ
ahmr-732	159	10	above	above	ADV
ahmr-732	159	11	received	receive	VERB
ahmr-732	159	12	a	a	DET
ahmr-732	159	13	higher	high	ADJ
ahmr-732	159	14	remittance	remittance	NOUN
ahmr-732	159	15	than	than	ADP
ahmr-732	159	16	other	other	ADJ
ahmr-732	159	17	education	education	NOUN
ahmr-732	159	18	statuses	status	NOUN
ahmr-732	159	19	,	,	PUNCT
ahmr-732	159	20	followed	follow	VERB
ahmr-732	159	21	by	by	ADP
ahmr-732	159	22	high	high	ADJ
ahmr-732	159	23	school	school	NOUN
ahmr-732	159	24	diploma	diploma	NOUN
ahmr-732	159	25	.	.	PUNCT
ahmr-732	160	1	households	household	NOUN
ahmr-732	160	2	with	with	ADP
ahmr-732	160	3	a	a	DET
ahmr-732	160	4	household	household	NOUN
ahmr-732	160	5	head	head	NOUN
ahmr-732	160	6	education	education	NOUN
ahmr-732	160	7	level	level	NOUN
ahmr-732	160	8	of	of	ADP
ahmr-732	160	9	no	no	DET
ahmr-732	160	10	school	school	NOUN
ahmr-732	160	11	received	receive	VERB
ahmr-732	160	12	the	the	DET
ahmr-732	160	13	lowest	low	ADJ
ahmr-732	160	14	remittance	remittance	NOUN
ahmr-732	160	15	compared	compare	VERB
ahmr-732	160	16	to	to	ADP
ahmr-732	160	17	other	other	ADJ
ahmr-732	160	18	education	education	NOUN
ahmr-732	160	19	statuses	status	NOUN
ahmr-732	160	20	.	.	PUNCT
ahmr-732	161	1	92	92	NUM
ahmr-732	161	2	table	table	NOUN
ahmr-732	161	3	8	8	NUM
ahmr-732	161	4	:	:	PUNCT
ahmr-732	161	5	average	average	ADJ
ahmr-732	161	6	monthly	monthly	ADJ
ahmr-732	161	7	remittance	remittance	NOUN
ahmr-732	161	8	income	income	NOUN
ahmr-732	161	9	by	by	ADP
ahmr-732	161	10	household	household	NOUN
ahmr-732	161	11	head	head	NOUN
ahmr-732	161	12	education	education	NOUN
ahmr-732	161	13	status	status	NOUN
ahmr-732	161	14	household	household	NOUN
ahmr-732	161	15	head	head	NOUN
ahmr-732	161	16	education	education	NOUN
ahmr-732	161	17	status	status	NOUN
ahmr-732	161	18	summary	summary	NOUN
ahmr-732	161	19	of	of	ADP
ahmr-732	161	20	monthly	monthly	ADJ
ahmr-732	161	21	income	income	NOUN
ahmr-732	161	22	from	from	ADP
ahmr-732	161	23	remittance	remittance	NOUN
ahmr-732	161	24	mean	mean	NOUN
ahmr-732	161	25	std	std	PROPN
ahmr-732	161	26	.	.	PROPN
ahmr-732	161	27	dev	dev	PROPN
ahmr-732	161	28	.	.	PROPN
ahmr-732	161	29	freq	freq	PROPN
ahmr-732	161	30	.	.	PUNCT
ahmr-732	162	1	no	no	DET
ahmr-732	162	2	school	school	NOUN
ahmr-732	162	3	894.9	894.9	NUM
ahmr-732	162	4	1429.6	1429.6	NUM
ahmr-732	162	5	73	73	NUM
ahmr-732	162	6	1	1	NUM
ahmr-732	162	7	to	to	PART
ahmr-732	162	8	5	5	NUM
ahmr-732	162	9	years	year	NOUN
ahmr-732	162	10	998.4	998.4	NUM
ahmr-732	162	11	1294.4	1294.4	NUM
ahmr-732	162	12	67	67	NUM
ahmr-732	162	13	6	6	NUM
ahmr-732	162	14	to	to	PART
ahmr-732	162	15	11	11	NUM
ahmr-732	162	16	years	year	NOUN
ahmr-732	162	17	1233.4	1233.4	NUM
ahmr-732	162	18	1989	1989	NUM
ahmr-732	162	19	294	294	NUM
ahmr-732	162	20	high	high	ADJ
ahmr-732	162	21	school	school	NOUN
ahmr-732	162	22	2193.7	2193.7	NUM
ahmr-732	162	23	5095.9	5095.9	NUM
ahmr-732	162	24	139	139	NUM
ahmr-732	162	25	college	college	NOUN
ahmr-732	162	26	degree	degree	NOUN
ahmr-732	162	27	2323.3	2323.3	NUM
ahmr-732	162	28	2412.9	2412.9	NUM
ahmr-732	162	29	15	15	NUM
ahmr-732	162	30	total	total	NOUN
ahmr-732	162	31	1419.4	1419.4	NUM
ahmr-732	162	32	2982	2982	NUM
ahmr-732	162	33	588	588	NUM
ahmr-732	162	34	source	source	NOUN
ahmr-732	162	35	:	:	PUNCT
ahmr-732	162	36	own	own	ADJ
ahmr-732	162	37	calculation	calculation	NOUN
ahmr-732	162	38	using	use	VERB
ahmr-732	162	39	nids	nid	NOUN
ahmr-732	162	40	wave	wave	VERB
ahmr-732	162	41	3	3	NUM
ahmr-732	162	42	survey	survey	NOUN
ahmr-732	162	43	before	before	ADP
ahmr-732	162	44	analysing	analyse	VERB
ahmr-732	162	45	the	the	DET
ahmr-732	162	46	impact	impact	NOUN
ahmr-732	162	47	of	of	ADP
ahmr-732	162	48	remittance	remittance	NOUN
ahmr-732	162	49	on	on	ADP
ahmr-732	162	50	poverty	poverty	NOUN
ahmr-732	162	51	,	,	PUNCT
ahmr-732	162	52	the	the	DET
ahmr-732	162	53	relationship	relationship	NOUN
ahmr-732	162	54	between	between	ADP
ahmr-732	162	55	household	household	NOUN
ahmr-732	162	56	expenditure	expenditure	NOUN
ahmr-732	162	57	and	and	CCONJ
ahmr-732	162	58	monthly	monthly	ADJ
ahmr-732	162	59	remittance	remittance	NOUN
ahmr-732	162	60	was	be	AUX
ahmr-732	162	61	tested	test	VERB
ahmr-732	162	62	.	.	PUNCT
ahmr-732	163	1	the	the	DET
ahmr-732	163	2	result	result	NOUN
ahmr-732	163	3	in	in	ADP
ahmr-732	163	4	table	table	NOUN
ahmr-732	163	5	9	9	NUM
ahmr-732	163	6	shows	show	NOUN
ahmr-732	163	7	there	there	PRON
ahmr-732	163	8	is	be	VERB
ahmr-732	163	9	a	a	DET
ahmr-732	163	10	linear	linear	ADJ
ahmr-732	163	11	positive	positive	ADJ
ahmr-732	163	12	,	,	PUNCT
ahmr-732	163	13	but	but	CCONJ
ahmr-732	164	1	weak	weak	ADJ
ahmr-732	164	2	relationship	relationship	NOUN
ahmr-732	164	3	between	between	ADP
ahmr-732	164	4	monthly	monthly	ADJ
ahmr-732	164	5	household	household	NOUN
ahmr-732	164	6	expenditure	expenditure	NOUN
ahmr-732	164	7	and	and	CCONJ
ahmr-732	164	8	household	household	NOUN
ahmr-732	164	9	monthly	monthly	ADJ
ahmr-732	164	10	remittance	remittance	NOUN
ahmr-732	164	11	.	.	PUNCT
ahmr-732	165	1	table	table	NOUN
ahmr-732	165	2	9	9	NUM
ahmr-732	165	3	:	:	PUNCT
ahmr-732	165	4	pearson	pearson	NOUN
ahmr-732	165	5	correlation	correlation	NOUN
ahmr-732	165	6	between	between	ADP
ahmr-732	165	7	household	household	NOUN
ahmr-732	165	8	monthly	monthly	ADJ
ahmr-732	165	9	expenditure	expenditure	NOUN
ahmr-732	165	10	and	and	CCONJ
ahmr-732	165	11	monthly	monthly	ADJ
ahmr-732	165	12	remittance	remittance	NOUN
ahmr-732	165	13	received	receive	VERB
ahmr-732	165	14	total	total	ADJ
ahmr-732	165	15	monthly	monthly	ADJ
ahmr-732	165	16	expenditure	expenditure	NOUN
ahmr-732	165	17	total	total	ADJ
ahmr-732	165	18	monthly	monthly	ADJ
ahmr-732	165	19	expenditure	expenditure	NOUN
ahmr-732	165	20	total	total	NOUN
ahmr-732	165	21	monthly	monthly	ADJ
ahmr-732	165	22	expenditure	expenditure	NOUN
ahmr-732	165	23	1.0000	1.0000	NUM
ahmr-732	165	24	monthly	monthly	ADJ
ahmr-732	165	25	remittance	remittance	NOUN
ahmr-732	165	26	0.1926	0.1926	NUM
ahmr-732	165	27	1.0000	1.0000	NUM
ahmr-732	165	28	source	source	NOUN
ahmr-732	165	29	:	:	PUNCT
ahmr-732	165	30	own	own	ADJ
ahmr-732	165	31	calculation	calculation	NOUN
ahmr-732	165	32	using	use	VERB
ahmr-732	165	33	nids	nid	NOUN
ahmr-732	165	34	wave	wave	VERB
ahmr-732	165	35	3	3	NUM
ahmr-732	165	36	survey	survey	NOUN
ahmr-732	165	37	c	c	NOUN
ahmr-732	165	38	)	)	PUNCT
ahmr-732	165	39	the	the	DET
ahmr-732	165	40	fgt	fgt	PROPN
ahmr-732	165	41	measurement	measurement	NOUN
ahmr-732	165	42	of	of	ADP
ahmr-732	165	43	poverty	poverty	NOUN
ahmr-732	165	44	93	93	NUM
ahmr-732	165	45	the	the	DET
ahmr-732	165	46	upper	upper	ADV
ahmr-732	165	47	-	-	PUNCT
ahmr-732	165	48	bound	bind	VERB
ahmr-732	165	49	national	national	ADJ
ahmr-732	165	50	poverty	poverty	NOUN
ahmr-732	165	51	line	line	NOUN
ahmr-732	165	52	(	(	PUNCT
ahmr-732	165	53	ubpl	ubpl	NOUN
ahmr-732	165	54	)	)	PUNCT
ahmr-732	165	55	of	of	ADP
ahmr-732	165	56	r620	r620	PROPN
ahmr-732	165	57	is	be	AUX
ahmr-732	165	58	used	use	VERB
ahmr-732	165	59	to	to	PART
ahmr-732	165	60	determine	determine	VERB
ahmr-732	165	61	the	the	DET
ahmr-732	165	62	head	head	NOUN
ahmr-732	165	63	count	count	NOUN
ahmr-732	165	64	,	,	PUNCT
ahmr-732	165	65	depth	depth	NOUN
ahmr-732	165	66	and	and	CCONJ
ahmr-732	165	67	severity	severity	NOUN
ahmr-732	165	68	of	of	ADP
ahmr-732	165	69	poverty	poverty	NOUN
ahmr-732	165	70	among	among	ADP
ahmr-732	165	71	households	household	NOUN
ahmr-732	165	72	.	.	PUNCT
ahmr-732	166	1	dasp	dasp	NOUN
ahmr-732	166	2	(	(	PUNCT
ahmr-732	166	3	2.3	2.3	NUM
ahmr-732	166	4	)	)	PUNCT
ahmr-732	166	5	software	software	NOUN
ahmr-732	166	6	is	be	AUX
ahmr-732	166	7	used	use	VERB
ahmr-732	166	8	to	to	PART
ahmr-732	166	9	analyse	analyse	VERB
ahmr-732	166	10	the	the	DET
ahmr-732	166	11	fgt	fgt	PROPN
ahmr-732	166	12	index	index	PROPN
ahmr-732	166	13	.	.	PUNCT
ahmr-732	167	1	table	table	NOUN
ahmr-732	167	2	10	10	NUM
ahmr-732	167	3	:	:	PUNCT
ahmr-732	167	4	fgt	fgt	PROPN
ahmr-732	167	5	index	index	NOUN
ahmr-732	167	6	results	result	VERB
ahmr-732	167	7	poverty	poverty	NOUN
ahmr-732	167	8	measures	measure	NOUN
ahmr-732	167	9	remittance	remittance	VERB
ahmr-732	167	10	non	non	ADJ
ahmr-732	167	11	-	-	ADJ
ahmr-732	167	12	receiving	receive	VERB
ahmr-732	167	13	household	household	NOUN
ahmr-732	167	14	remittance	remittance	NOUN
ahmr-732	167	15	receiving	receive	VERB
ahmr-732	167	16	household	household	NOUN
ahmr-732	167	17	total	total	NOUN
ahmr-732	167	18	national	national	PROPN
ahmr-732	167	19	upper	upper	ADJ
ahmr-732	167	20	bound	bind	VERB
ahmr-732	167	21	poverty	poverty	NOUN
ahmr-732	167	22	line	line	NOUN
ahmr-732	167	23	(	(	PUNCT
ahmr-732	167	24	r620	r620	NOUN
ahmr-732	167	25	)	)	PUNCT
ahmr-732	167	26	head	head	NOUN
ahmr-732	167	27	count	count	NOUN
ahmr-732	167	28	(	(	PUNCT
ahmr-732	167	29	p0	p0	NOUN
ahmr-732	167	30	)	)	PUNCT
ahmr-732	167	31	52	52	NUM
ahmr-732	167	32	%	%	NOUN
ahmr-732	167	33	49.3	49.3	NUM
ahmr-732	167	34	%	%	NOUN
ahmr-732	167	35	49.7	49.7	NUM
ahmr-732	167	36	%	%	NOUN
ahmr-732	167	37	poverty	poverty	NOUN
ahmr-732	167	38	gap	gap	NOUN
ahmr-732	167	39	(	(	PUNCT
ahmr-732	167	40	p1	p1	NOUN
ahmr-732	167	41	)	)	PUNCT
ahmr-732	167	42	22.6	22.6	NUM
ahmr-732	167	43	%	%	NOUN
ahmr-732	167	44	23.2	23.2	NUM
ahmr-732	167	45	%	%	NOUN
ahmr-732	167	46	22.7	22.7	NUM
ahmr-732	167	47	%	%	NOUN
ahmr-732	167	48	poverty	poverty	NOUN
ahmr-732	167	49	severity	severity	NOUN
ahmr-732	167	50	(	(	PUNCT
ahmr-732	167	51	p2	p2	PROPN
ahmr-732	167	52	)	)	PUNCT
ahmr-732	167	53	12.9	12.9	NUM
ahmr-732	167	54	%	%	NOUN
ahmr-732	167	55	12.9	12.9	NUM
ahmr-732	167	56	%	%	NOUN
ahmr-732	167	57	12.9	12.9	NUM
ahmr-732	167	58	%	%	NOUN
ahmr-732	167	59	source	source	NOUN
ahmr-732	167	60	:	:	PUNCT
ahmr-732	167	61	own	own	ADJ
ahmr-732	167	62	calculation	calculation	NOUN
ahmr-732	167	63	using	use	VERB
ahmr-732	167	64	nids	nid	NOUN
ahmr-732	167	65	wave	wave	VERB
ahmr-732	167	66	3	3	NUM
ahmr-732	167	67	survey	survey	NOUN
ahmr-732	167	68	as	as	SCONJ
ahmr-732	167	69	can	can	AUX
ahmr-732	167	70	be	be	AUX
ahmr-732	167	71	inferred	infer	VERB
ahmr-732	167	72	from	from	ADP
ahmr-732	167	73	table	table	NOUN
ahmr-732	167	74	10	10	NUM
ahmr-732	167	75	,	,	PUNCT
ahmr-732	167	76	the	the	DET
ahmr-732	167	77	headcount	headcount	NOUN
ahmr-732	167	78	index	index	NOUN
ahmr-732	167	79	for	for	ADP
ahmr-732	167	80	the	the	DET
ahmr-732	167	81	entire	entire	ADJ
ahmr-732	167	82	survey	survey	NOUN
ahmr-732	167	83	is	be	AUX
ahmr-732	167	84	found	find	VERB
ahmr-732	167	85	to	to	PART
ahmr-732	167	86	be	be	AUX
ahmr-732	167	87	49.7	49.7	NUM
ahmr-732	167	88	%	%	NOUN
ahmr-732	167	89	.	.	PUNCT
ahmr-732	168	1	this	this	PRON
ahmr-732	168	2	means	mean	VERB
ahmr-732	168	3	that	that	SCONJ
ahmr-732	168	4	out	out	ADP
ahmr-732	168	5	of	of	ADP
ahmr-732	168	6	the	the	DET
ahmr-732	168	7	total	total	ADJ
ahmr-732	168	8	households	household	NOUN
ahmr-732	168	9	,	,	PUNCT
ahmr-732	168	10	49.7	49.7	NUM
ahmr-732	168	11	%	%	NOUN
ahmr-732	168	12	of	of	ADP
ahmr-732	168	13	the	the	DET
ahmr-732	168	14	households	household	NOUN
ahmr-732	168	15	live	live	VERB
ahmr-732	168	16	below	below	ADP
ahmr-732	168	17	the	the	DET
ahmr-732	168	18	ubpl	ubpl	NOUN
ahmr-732	168	19	.	.	PUNCT
ahmr-732	169	1	the	the	DET
ahmr-732	169	2	poverty	poverty	NOUN
ahmr-732	169	3	gap	gap	NOUN
ahmr-732	169	4	index	index	NOUN
ahmr-732	169	5	was	be	AUX
ahmr-732	169	6	found	find	VERB
ahmr-732	169	7	to	to	PART
ahmr-732	169	8	be	be	AUX
ahmr-732	169	9	22.7	22.7	NUM
ahmr-732	169	10	%	%	NOUN
ahmr-732	169	11	.	.	PUNCT
ahmr-732	170	1	this	this	PRON
ahmr-732	170	2	shows	show	VERB
ahmr-732	170	3	that	that	SCONJ
ahmr-732	170	4	on	on	ADP
ahmr-732	170	5	average	average	ADJ
ahmr-732	170	6	the	the	DET
ahmr-732	170	7	income	income	NOUN
ahmr-732	170	8	/	/	SYM
ahmr-732	170	9	consumption	consumption	NOUN
ahmr-732	170	10	needed	need	VERB
ahmr-732	170	11	to	to	PART
ahmr-732	170	12	eliminate	eliminate	VERB
ahmr-732	170	13	poverty	poverty	NOUN
ahmr-732	170	14	in	in	ADP
ahmr-732	170	15	the	the	DET
ahmr-732	170	16	country	country	NOUN
ahmr-732	170	17	should	should	AUX
ahmr-732	170	18	increase	increase	VERB
ahmr-732	170	19	by	by	ADP
ahmr-732	170	20	22.7	22.7	NUM
ahmr-732	170	21	%	%	NOUN
ahmr-732	170	22	.	.	PUNCT
ahmr-732	171	1	the	the	DET
ahmr-732	171	2	poverty	poverty	NOUN
ahmr-732	171	3	severity	severity	NOUN
ahmr-732	171	4	of	of	ADP
ahmr-732	171	5	the	the	DET
ahmr-732	171	6	households	household	NOUN
ahmr-732	171	7	is	be	AUX
ahmr-732	171	8	12.9	12.9	NUM
ahmr-732	171	9	%	%	NOUN
ahmr-732	171	10	.	.	PUNCT
ahmr-732	172	1	the	the	DET
ahmr-732	172	2	breakdown	breakdown	NOUN
ahmr-732	172	3	of	of	ADP
ahmr-732	172	4	the	the	DET
ahmr-732	172	5	poverty	poverty	NOUN
ahmr-732	172	6	indices	index	NOUN
ahmr-732	172	7	by	by	ADP
ahmr-732	172	8	access	access	NOUN
ahmr-732	172	9	to	to	ADP
ahmr-732	172	10	remittance	remittance	NOUN
ahmr-732	172	11	illustrates	illustrate	VERB
ahmr-732	172	12	that	that	SCONJ
ahmr-732	172	13	remittance	remittance	NOUN
ahmr-732	172	14	non	non	ADJ
ahmr-732	172	15	-	-	ADJ
ahmr-732	172	16	receiving	receiving	ADJ
ahmr-732	172	17	households	household	NOUN
ahmr-732	172	18	have	have	VERB
ahmr-732	172	19	the	the	DET
ahmr-732	172	20	highest	high	ADJ
ahmr-732	172	21	percentage	percentage	NOUN
ahmr-732	172	22	of	of	ADP
ahmr-732	172	23	poor	poor	ADJ
ahmr-732	172	24	people	people	NOUN
ahmr-732	172	25	compared	compare	VERB
ahmr-732	172	26	to	to	ADP
ahmr-732	172	27	remittance	remittance	NOUN
ahmr-732	172	28	receiving	receive	VERB
ahmr-732	172	29	households	household	NOUN
ahmr-732	172	30	.	.	PUNCT
ahmr-732	173	1	the	the	DET
ahmr-732	173	2	fgt	fgt	PROPN
ahmr-732	173	3	analysis	analysis	NOUN
ahmr-732	173	4	shows	show	VERB
ahmr-732	173	5	that	that	SCONJ
ahmr-732	173	6	49	49	NUM
ahmr-732	173	7	%	%	NOUN
ahmr-732	173	8	of	of	ADP
ahmr-732	173	9	remittance	remittance	NOUN
ahmr-732	173	10	receiving	receive	VERB
ahmr-732	173	11	households	household	NOUN
ahmr-732	173	12	are	be	AUX
ahmr-732	173	13	under	under	ADP
ahmr-732	173	14	the	the	DET
ahmr-732	173	15	ubpl	ubpl	NOUN
ahmr-732	173	16	,	,	PUNCT
ahmr-732	173	17	while	while	SCONJ
ahmr-732	173	18	52	52	NUM
ahmr-732	173	19	%	%	NOUN
ahmr-732	173	20	of	of	ADP
ahmr-732	173	21	remittance	remittance	NOUN
ahmr-732	173	22	non	non	ADJ
ahmr-732	173	23	-	-	ADJ
ahmr-732	173	24	receiving	receiving	ADJ
ahmr-732	173	25	households	household	NOUN
ahmr-732	173	26	live	live	VERB
ahmr-732	173	27	below	below	ADP
ahmr-732	173	28	the	the	DET
ahmr-732	173	29	ubpl	ubpl	NOUN
ahmr-732	173	30	.	.	PUNCT
ahmr-732	174	1	however	however	ADV
ahmr-732	174	2	,	,	PUNCT
ahmr-732	174	3	the	the	DET
ahmr-732	174	4	poverty	poverty	NOUN
ahmr-732	174	5	gap	gap	NOUN
ahmr-732	174	6	is	be	AUX
ahmr-732	174	7	higher	high	ADJ
ahmr-732	174	8	among	among	ADP
ahmr-732	174	9	the	the	DET
ahmr-732	174	10	remittance	remittance	NOUN
ahmr-732	174	11	receiving	receive	VERB
ahmr-732	174	12	households	household	NOUN
ahmr-732	174	13	compared	compare	VERB
ahmr-732	174	14	to	to	ADP
ahmr-732	174	15	non	non	ADJ
ahmr-732	174	16	-	-	NOUN
ahmr-732	174	17	remittance	remittance	NOUN
ahmr-732	174	18	receiving	receive	VERB
ahmr-732	174	19	households	household	NOUN
ahmr-732	174	20	.	.	PUNCT
ahmr-732	175	1	for	for	ADP
ahmr-732	175	2	remittance	remittance	NOUN
ahmr-732	175	3	receiving	receive	VERB
ahmr-732	175	4	households	household	NOUN
ahmr-732	175	5	the	the	DET
ahmr-732	175	6	cost	cost	NOUN
ahmr-732	175	7	of	of	ADP
ahmr-732	175	8	eliminating	eliminate	VERB
ahmr-732	175	9	poverty	poverty	NOUN
ahmr-732	175	10	is	be	AUX
ahmr-732	175	11	23.2	23.2	NUM
ahmr-732	175	12	%	%	NOUN
ahmr-732	175	13	of	of	ADP
ahmr-732	175	14	the	the	DET
ahmr-732	175	15	poverty	poverty	NOUN
ahmr-732	175	16	line	line	NOUN
ahmr-732	175	17	.	.	PUNCT
ahmr-732	176	1	for	for	ADP
ahmr-732	176	2	non	non	ADJ
ahmr-732	176	3	-	-	NOUN
ahmr-732	176	4	remittance	remittance	NOUN
ahmr-732	176	5	receiving	receive	VERB
ahmr-732	176	6	households	household	NOUN
ahmr-732	176	7	the	the	DET
ahmr-732	176	8	cost	cost	NOUN
ahmr-732	176	9	reduces	reduce	VERB
ahmr-732	176	10	to	to	ADP
ahmr-732	176	11	22.6	22.6	NUM
ahmr-732	176	12	%	%	NOUN
ahmr-732	176	13	.	.	PUNCT
ahmr-732	177	1	the	the	DET
ahmr-732	177	2	poverty	poverty	NOUN
ahmr-732	177	3	severity	severity	PROPN
ahmr-732	177	4	index	index	NOUN
ahmr-732	177	5	,	,	PUNCT
ahmr-732	177	6	on	on	ADP
ahmr-732	177	7	the	the	DET
ahmr-732	177	8	other	other	ADJ
ahmr-732	177	9	hand	hand	NOUN
ahmr-732	177	10	,	,	PUNCT
ahmr-732	177	11	is	be	AUX
ahmr-732	177	12	widely	widely	ADV
ahmr-732	177	13	used	use	VERB
ahmr-732	177	14	to	to	ADP
ahmr-732	177	15	94	94	NUM
ahmr-732	177	16	compare	compare	ADJ
ahmr-732	177	17	poverty	poverty	NOUN
ahmr-732	177	18	rankings	ranking	NOUN
ahmr-732	177	19	between	between	ADP
ahmr-732	177	20	two	two	NUM
ahmr-732	177	21	groups	group	NOUN
ahmr-732	177	22	.	.	PUNCT
ahmr-732	178	1	the	the	PRON
ahmr-732	178	2	higher	high	ADJ
ahmr-732	178	3	the	the	DET
ahmr-732	178	4	severity	severity	NOUN
ahmr-732	178	5	index	index	NOUN
ahmr-732	178	6	,	,	PUNCT
ahmr-732	178	7	the	the	PRON
ahmr-732	178	8	greater	great	ADJ
ahmr-732	178	9	the	the	DET
ahmr-732	178	10	inequality	inequality	NOUN
ahmr-732	178	11	of	of	ADP
ahmr-732	178	12	the	the	DET
ahmr-732	178	13	distribution	distribution	NOUN
ahmr-732	178	14	among	among	ADP
ahmr-732	178	15	the	the	DET
ahmr-732	178	16	poor	poor	ADJ
ahmr-732	178	17	and	and	CCONJ
ahmr-732	178	18	the	the	DET
ahmr-732	178	19	severity	severity	NOUN
ahmr-732	178	20	of	of	ADP
ahmr-732	178	21	poverty	poverty	NOUN
ahmr-732	178	22	.	.	PUNCT
ahmr-732	179	1	table	table	NOUN
ahmr-732	179	2	10	10	NUM
ahmr-732	179	3	shows	show	VERB
ahmr-732	179	4	that	that	SCONJ
ahmr-732	179	5	both	both	DET
ahmr-732	179	6	groups	group	NOUN
ahmr-732	179	7	have	have	VERB
ahmr-732	179	8	the	the	DET
ahmr-732	179	9	same	same	ADJ
ahmr-732	179	10	amount	amount	NOUN
ahmr-732	179	11	of	of	ADP
ahmr-732	179	12	poverty	poverty	NOUN
ahmr-732	179	13	severity	severity	NOUN
ahmr-732	179	14	.	.	PUNCT
ahmr-732	180	1	d	d	X
ahmr-732	180	2	)	)	PUNCT
ahmr-732	180	3	logistic	logistic	ADJ
ahmr-732	180	4	regression	regression	NOUN
ahmr-732	180	5	a	a	DET
ahmr-732	180	6	binomial	binomial	ADJ
ahmr-732	180	7	logit	logit	NOUN
ahmr-732	180	8	regression	regression	NOUN
ahmr-732	180	9	model	model	NOUN
ahmr-732	180	10	was	be	AUX
ahmr-732	180	11	used	use	VERB
ahmr-732	180	12	to	to	PART
ahmr-732	180	13	see	see	VERB
ahmr-732	180	14	if	if	SCONJ
ahmr-732	180	15	remittance	remittance	NOUN
ahmr-732	180	16	determines	determine	VERB
ahmr-732	180	17	the	the	DET
ahmr-732	180	18	probability	probability	NOUN
ahmr-732	180	19	that	that	SCONJ
ahmr-732	180	20	households	household	NOUN
ahmr-732	180	21	will	will	AUX
ahmr-732	180	22	fall	fall	VERB
ahmr-732	180	23	into	into	ADP
ahmr-732	180	24	the	the	DET
ahmr-732	180	25	state	state	NOUN
ahmr-732	180	26	of	of	ADP
ahmr-732	180	27	poverty	poverty	NOUN
ahmr-732	180	28	or	or	CCONJ
ahmr-732	180	29	not	not	PART
ahmr-732	180	30	.	.	PUNCT
ahmr-732	181	1	the	the	DET
ahmr-732	181	2	study	study	NOUN
ahmr-732	181	3	uses	use	VERB
ahmr-732	181	4	the	the	DET
ahmr-732	181	5	national	national	PROPN
ahmr-732	181	6	upper	upper	ADJ
ahmr-732	181	7	bound	bind	VERB
ahmr-732	181	8	poverty	poverty	NOUN
ahmr-732	181	9	line	line	NOUN
ahmr-732	181	10	of	of	ADP
ahmr-732	181	11	r620	r620	PROPN
ahmr-732	181	12	to	to	PART
ahmr-732	181	13	classify	classify	VERB
ahmr-732	181	14	the	the	DET
ahmr-732	181	15	poor	poor	ADJ
ahmr-732	181	16	and	and	CCONJ
ahmr-732	181	17	non	non	ADJ
ahmr-732	181	18	-	-	ADJ
ahmr-732	181	19	poor	poor	ADJ
ahmr-732	181	20	.	.	PUNCT
ahmr-732	182	1	table	table	NOUN
ahmr-732	182	2	11	11	NUM
ahmr-732	182	3	shows	show	VERB
ahmr-732	182	4	the	the	DET
ahmr-732	182	5	stata	stata	ADJ
ahmr-732	182	6	output	output	NOUN
ahmr-732	182	7	of	of	ADP
ahmr-732	182	8	the	the	DET
ahmr-732	182	9	logistic	logistic	ADJ
ahmr-732	182	10	regression	regression	NOUN
ahmr-732	182	11	.	.	PUNCT
ahmr-732	183	1	95	95	NUM
ahmr-732	183	2	table	table	NOUN
ahmr-732	183	3	11	11	NUM
ahmr-732	183	4	:	:	PUNCT
ahmr-732	183	5	logistic	logistic	ADJ
ahmr-732	183	6	regression	regression	NOUN
ahmr-732	183	7	results	result	VERB
ahmr-732	183	8	variable	variable	ADJ
ahmr-732	183	9	coefficien	coefficien	NOUN
ahmr-732	183	10	t	t	PROPN
ahmr-732	183	11	robus	robus	PROPN
ahmr-732	183	12	t	t	PROPN
ahmr-732	183	13	std	std	PROPN
ahmr-732	183	14	.	.	PUNCT
ahmr-732	184	1	err	err	NOUN
ahmr-732	184	2	.	.	PUNCT
ahmr-732	184	3	odds	odd	NOUN
ahmr-732	184	4	ratio	ratio	NOUN
ahmr-732	184	5	margina	margina	PROPN
ahmr-732	184	6	l	l	PROPN
ahmr-732	184	7	effect	effect	NOUN
ahmr-732	184	8	p>|z|	p>|z|	VERB
ahmr-732	184	9	robus	robus	PROPN
ahmr-732	184	10	t	t	PROPN
ahmr-732	184	11	std	std	PROPN
ahmr-732	184	12	.	.	PUNCT
ahmr-732	185	1	err	err	PROPN
ahmr-732	185	2	.	.	PUNCT
ahmr-732	186	1	remittanc	remittanc	PROPN
ahmr-732	186	2	e	e	PROPN
ahmr-732	186	3	grant	grant	VERB
ahmr-732	186	4	dummy	dummy	ADJ
ahmr-732	186	5	-0.011	-0.011	NUM
ahmr-732	186	6	0.125	0.125	NUM
ahmr-732	186	7	0.98	0.98	NUM
ahmr-732	186	8	8	8	NUM
ahmr-732	186	9	-0.002	-0.002	PUNCT
ahmr-732	186	10	0.000	0.000	NUM
ahmr-732	186	11	*	*	PUNCT
ahmr-732	186	12	-0.011	-0.011	NOUN
ahmr-732	186	13	household	household	NOUN
ahmr-732	186	14	monthly	monthly	ADV
ahmr-732	186	15	per	per	ADP
ahmr-732	186	16	capita	capita	NOUN
ahmr-732	186	17	income	income	NOUN
ahmr-732	186	18	-0.101	-0.101	PUNCT
ahmr-732	186	19	0.046	0.046	NUM
ahmr-732	186	20	0.36	0.36	NUM
ahmr-732	186	21	1	1	NUM
ahmr-732	186	22	-0.241	-0.241	X
ahmr-732	186	23	0.000	0.000	NUM
ahmr-732	186	24	-0.101	-0.101	PUNCT
ahmr-732	186	25	household	household	NOUN
ahmr-732	186	26	size	size	NOUN
ahmr-732	186	27	1.62	1.62	NUM
ahmr-732	186	28	0.078	0.078	NUM
ahmr-732	186	29	5.09	5.09	NUM
ahmr-732	186	30	1	1	NUM
ahmr-732	186	31	0.387	0.387	NUM
ahmr-732	186	32	0.000	0.000	NUM
ahmr-732	186	33	1.62	1.62	NUM
ahmr-732	186	34	gender	gender	NOUN
ahmr-732	186	35	of	of	ADP
ahmr-732	186	36	the	the	DET
ahmr-732	186	37	household	household	NOUN
ahmr-732	186	38	head	head	NOUN
ahmr-732	186	39	0.098	0.098	NUM
ahmr-732	186	40	0.098	0.098	NUM
ahmr-732	186	41	1.10	1.10	NUM
ahmr-732	186	42	3	3	NUM
ahmr-732	186	43	0.023	0.023	NUM
ahmr-732	186	44	0.316	0.316	NUM
ahmr-732	186	45	*	*	PUNCT
ahmr-732	186	46	*	*	PUNCT
ahmr-732	186	47	0.098	0.098	NUM
ahmr-732	186	48	coloured	coloured	ADJ
ahmr-732	186	49	dummy	dummy	NOUN
ahmr-732	186	50	-0.516	-0.516	NUM
ahmr-732	186	51	0.133	0.133	NUM
ahmr-732	186	52	0.59	0.59	NUM
ahmr-732	186	53	6	6	NUM
ahmr-732	186	54	-0.116	-0.116	ADV
ahmr-732	186	55	0.000	0.000	NUM
ahmr-732	186	56	-0.516	-0.516	NUM
ahmr-732	186	57	age	age	NOUN
ahmr-732	186	58	of	of	ADP
ahmr-732	186	59	the	the	DET
ahmr-732	186	60	household	household	NOUN
ahmr-732	186	61	head	head	NOUN
ahmr-732	186	62	-0.029	-0.029	NOUN
ahmr-732	186	63	0.003	0.003	NUM
ahmr-732	186	64	0.97	0.97	NUM
ahmr-732	186	65	0	0	NUM
ahmr-732	186	66	0.007	0.007	NUM
ahmr-732	186	67	0.000	0.000	NUM
ahmr-732	186	68	-0.029	-0.029	NOUN
ahmr-732	186	69	household	household	NOUN
ahmr-732	186	70	education	education	NOUN
ahmr-732	186	71	-0.127	-0.127	PUNCT
ahmr-732	186	72	0.014	0.014	NUM
ahmr-732	186	73	0.88	0.88	NUM
ahmr-732	186	74	0	0	NUM
ahmr-732	186	75	-0.030	-0.030	NUM
ahmr-732	186	76	0.000	0.000	NUM
ahmr-732	186	77	-0.127	-0.127	X
ahmr-732	186	78	geographi	geographi	PROPN
ahmr-732	186	79	c	c	PROPN
ahmr-732	186	80	type	type	NOUN
ahmr-732	186	81	-0.387	-0.387	PROPN
ahmr-732	186	82	0.095	0.095	NUM
ahmr-732	186	83	0.67	0.67	NUM
ahmr-732	186	84	8	8	NUM
ahmr-732	186	85	-0.92	-0.92	ADP
ahmr-732	186	86	0.000	0.000	NUM
ahmr-732	186	87	-0.387	-0.387	NUM
ahmr-732	186	88	constant	constant	ADJ
ahmr-732	186	89	7.19	7.19	NUM
ahmr-732	186	90	0.391	0.391	NUM
ahmr-732	186	91	0.000	0.000	NUM
ahmr-732	186	92	7.19	7.19	NUM
ahmr-732	186	93	number	number	NOUN
ahmr-732	186	94	of	of	ADP
ahmr-732	186	95	observations=	observations=	NUM
ahmr-732	186	96	4,064	4,064	NUM
ahmr-732	186	97	lr	lr	NOUN
ahmr-732	186	98	chi2	chi2	NOUN
ahmr-732	186	99	(	(	PUNCT
ahmr-732	186	100	8)=	8)=	NUM
ahmr-732	186	101	2505.59	2505.59	NUM
ahmr-732	186	102	prob	prob	NOUN
ahmr-732	186	103	>	>	NOUN
ahmr-732	186	104	chi2=0.0000	chi2=0.0000	ADJ
ahmr-732	186	105	pseudo	pseudo	NOUN
ahmr-732	186	106	r2=0.4500	r2=0.4500	PROPN
ahmr-732	186	107	source	source	NOUN
ahmr-732	186	108	:	:	PUNCT
ahmr-732	186	109	own	own	ADJ
ahmr-732	186	110	calculation	calculation	NOUN
ahmr-732	186	111	using	use	VERB
ahmr-732	186	112	nids	nid	NOUN
ahmr-732	186	113	wave	wave	VERB
ahmr-732	186	114	3	3	NUM
ahmr-732	186	115	survey	survey	NOUN
ahmr-732	186	116	96	96	NUM
ahmr-732	186	117	in	in	ADP
ahmr-732	186	118	order	order	NOUN
ahmr-732	186	119	to	to	PART
ahmr-732	186	120	check	check	VERB
ahmr-732	186	121	if	if	SCONJ
ahmr-732	186	122	the	the	DET
ahmr-732	186	123	model	model	NOUN
ahmr-732	186	124	adequately	adequately	ADV
ahmr-732	186	125	fits	fit	VERB
ahmr-732	186	126	the	the	DET
ahmr-732	186	127	data	datum	NOUN
ahmr-732	186	128	,	,	PUNCT
ahmr-732	186	129	the	the	DET
ahmr-732	186	130	hosmerlemeshow	hosmerlemeshow	NOUN
ahmr-732	186	131	goodness	goodness	NOUN
ahmr-732	186	132	-	-	PUNCT
ahmr-732	186	133	of	of	ADP
ahmr-732	186	134	fit	fit	ADJ
ahmr-732	186	135	statistic	statistic	NOUN
ahmr-732	186	136	is	be	AUX
ahmr-732	186	137	used	use	VERB
ahmr-732	186	138	.	.	PUNCT
ahmr-732	187	1	the	the	DET
ahmr-732	187	2	result	result	NOUN
ahmr-732	187	3	shows	show	VERB
ahmr-732	187	4	that	that	SCONJ
ahmr-732	187	5	the	the	DET
ahmr-732	187	6	model	model	NOUN
ahmr-732	187	7	fits	fit	VERB
ahmr-732	187	8	the	the	DET
ahmr-732	187	9	data	datum	NOUN
ahmr-732	187	10	very	very	ADV
ahmr-732	187	11	well	well	ADV
ahmr-732	187	12	as	as	SCONJ
ahmr-732	187	13	the	the	DET
ahmr-732	187	14	hosmer	hosmer	NOUN
ahmr-732	187	15	-	-	PUNCT
ahmr-732	187	16	lemeshow	lemeshow	NOUN
ahmr-732	187	17	goodness	goodness	NOUN
ahmr-732	187	18	-	-	PUNCT
ahmr-732	187	19	of	of	ADP
ahmr-732	187	20	-	-	PUNCT
ahmr-732	187	21	fit	fit	ADJ
ahmr-732	187	22	statistic	statistic	NOUN
ahmr-732	187	23	was	be	AUX
ahmr-732	187	24	insignificant	insignificant	ADJ
ahmr-732	187	25	(	(	PUNCT
ahmr-732	187	26	prob	prob	INTJ
ahmr-732	187	27	>	>	X
ahmr-732	187	28	chi2	chi2	PROPN
ahmr-732	187	29	=	=	NOUN
ahmr-732	187	30	0.1651	0.1651	NUM
ahmr-732	187	31	)	)	PUNCT
ahmr-732	187	32	(	(	PUNCT
ahmr-732	187	33	refer	refer	VERB
ahmr-732	187	34	appendix	appendix	NOUN
ahmr-732	187	35	i	i	PRON
ahmr-732	187	36	)	)	PUNCT
ahmr-732	187	37	.	.	PUNCT
ahmr-732	188	1	the	the	DET
ahmr-732	188	2	remittance	remittance	NOUN
ahmr-732	188	3	dummy	dummy	NOUN
ahmr-732	188	4	is	be	AUX
ahmr-732	188	5	statistically	statistically	ADV
ahmr-732	188	6	significant	significant	ADJ
ahmr-732	188	7	at	at	ADP
ahmr-732	188	8	the	the	DET
ahmr-732	188	9	90	90	NUM
ahmr-732	188	10	%	%	NOUN
ahmr-732	188	11	confidence	confidence	NOUN
ahmr-732	188	12	level	level	NOUN
ahmr-732	188	13	.	.	PUNCT
ahmr-732	189	1	the	the	DET
ahmr-732	189	2	result	result	NOUN
ahmr-732	189	3	of	of	ADP
ahmr-732	189	4	the	the	DET
ahmr-732	189	5	odds	odd	NOUN
ahmr-732	189	6	ratio	ratio	NOUN
ahmr-732	189	7	also	also	ADV
ahmr-732	189	8	shows	show	VERB
ahmr-732	189	9	remittance	remittance	NOUN
ahmr-732	189	10	reduces	reduce	VERB
ahmr-732	189	11	the	the	DET
ahmr-732	189	12	probability	probability	NOUN
ahmr-732	189	13	of	of	ADP
ahmr-732	189	14	being	be	AUX
ahmr-732	189	15	in	in	ADP
ahmr-732	189	16	a	a	DET
ahmr-732	189	17	state	state	NOUN
ahmr-732	189	18	of	of	ADP
ahmr-732	189	19	poverty	poverty	NOUN
ahmr-732	189	20	by	by	ADP
ahmr-732	189	21	98.8	98.8	NUM
ahmr-732	189	22	%	%	NOUN
ahmr-732	189	23	.	.	PUNCT
ahmr-732	190	1	the	the	DET
ahmr-732	190	2	sign	sign	NOUN
ahmr-732	190	3	of	of	ADP
ahmr-732	190	4	the	the	DET
ahmr-732	190	5	coefficient	coefficient	NOUN
ahmr-732	190	6	also	also	ADV
ahmr-732	190	7	shows	show	VERB
ahmr-732	190	8	that	that	SCONJ
ahmr-732	190	9	remittance	remittance	NOUN
ahmr-732	190	10	reduces	reduce	VERB
ahmr-732	190	11	the	the	DET
ahmr-732	190	12	probability	probability	NOUN
ahmr-732	190	13	of	of	ADP
ahmr-732	190	14	being	be	AUX
ahmr-732	190	15	in	in	ADP
ahmr-732	190	16	a	a	DET
ahmr-732	190	17	state	state	NOUN
ahmr-732	190	18	of	of	ADP
ahmr-732	190	19	poverty	poverty	NOUN
ahmr-732	190	20	.	.	PUNCT
ahmr-732	191	1	hence	hence	ADV
ahmr-732	191	2	,	,	PUNCT
ahmr-732	191	3	based	base	VERB
ahmr-732	191	4	on	on	ADP
ahmr-732	191	5	the	the	DET
ahmr-732	191	6	above	above	ADJ
ahmr-732	191	7	analysis	analysis	NOUN
ahmr-732	191	8	it	it	PRON
ahmr-732	191	9	is	be	AUX
ahmr-732	191	10	possible	possible	ADJ
ahmr-732	191	11	to	to	PART
ahmr-732	191	12	conclude	conclude	VERB
ahmr-732	191	13	that	that	SCONJ
ahmr-732	191	14	while	while	SCONJ
ahmr-732	191	15	remittance	remittance	NOUN
ahmr-732	191	16	reduces	reduce	VERB
ahmr-732	191	17	the	the	DET
ahmr-732	191	18	probability	probability	NOUN
ahmr-732	191	19	to	to	PART
ahmr-732	191	20	be	be	AUX
ahmr-732	191	21	in	in	ADP
ahmr-732	191	22	a	a	DET
ahmr-732	191	23	state	state	NOUN
ahmr-732	191	24	of	of	ADP
ahmr-732	191	25	poverty	poverty	NOUN
ahmr-732	191	26	other	other	ADJ
ahmr-732	191	27	variables	variable	NOUN
ahmr-732	191	28	remain	remain	VERB
ahmr-732	191	29	the	the	DET
ahmr-732	191	30	same	same	ADJ
ahmr-732	191	31	.	.	PUNCT
ahmr-732	192	1	an	an	DET
ahmr-732	192	2	increase	increase	NOUN
ahmr-732	192	3	in	in	ADP
ahmr-732	192	4	household	household	NOUN
ahmr-732	192	5	monthly	monthly	ADV
ahmr-732	192	6	per	per	ADP
ahmr-732	192	7	capita	capita	NOUN
ahmr-732	192	8	income	income	NOUN
ahmr-732	192	9	reduces	reduce	VERB
ahmr-732	192	10	the	the	DET
ahmr-732	192	11	probity	probity	NOUN
ahmr-732	192	12	of	of	ADP
ahmr-732	192	13	households	household	NOUN
ahmr-732	192	14	being	be	AUX
ahmr-732	192	15	poor	poor	ADJ
ahmr-732	192	16	.	.	PUNCT
ahmr-732	193	1	the	the	DET
ahmr-732	193	2	result	result	NOUN
ahmr-732	193	3	of	of	ADP
ahmr-732	193	4	the	the	DET
ahmr-732	193	5	odds	odd	NOUN
ahmr-732	193	6	ratio	ratio	NOUN
ahmr-732	193	7	and	and	CCONJ
ahmr-732	193	8	marginal	marginal	ADJ
ahmr-732	193	9	effect	effect	NOUN
ahmr-732	193	10	shows	show	VERB
ahmr-732	193	11	that	that	SCONJ
ahmr-732	193	12	household	household	NOUN
ahmr-732	193	13	monthly	monthly	ADV
ahmr-732	193	14	per	per	ADP
ahmr-732	193	15	capita	capita	NOUN
ahmr-732	193	16	income	income	NOUN
ahmr-732	193	17	significantly	significantly	ADV
ahmr-732	193	18	reduces	reduce	VERB
ahmr-732	193	19	the	the	DET
ahmr-732	193	20	probability	probability	NOUN
ahmr-732	193	21	of	of	ADP
ahmr-732	193	22	households	household	NOUN
ahmr-732	193	23	being	be	AUX
ahmr-732	193	24	poor	poor	ADJ
ahmr-732	193	25	.	.	PUNCT
ahmr-732	194	1	in	in	ADP
ahmr-732	194	2	addition	addition	NOUN
ahmr-732	194	3	,	,	PUNCT
ahmr-732	194	4	the	the	DET
ahmr-732	194	5	analysis	analysis	NOUN
ahmr-732	194	6	also	also	ADV
ahmr-732	194	7	shows	show	VERB
ahmr-732	194	8	that	that	SCONJ
ahmr-732	194	9	living	live	VERB
ahmr-732	194	10	in	in	ADP
ahmr-732	194	11	urban	urban	ADJ
ahmr-732	194	12	areas	area	NOUN
ahmr-732	194	13	reduces	reduce	VERB
ahmr-732	194	14	the	the	DET
ahmr-732	194	15	probability	probability	NOUN
ahmr-732	194	16	of	of	ADP
ahmr-732	194	17	being	be	AUX
ahmr-732	194	18	poor	poor	ADJ
ahmr-732	194	19	,	,	PUNCT
ahmr-732	194	20	as	as	SCONJ
ahmr-732	194	21	opposed	oppose	VERB
ahmr-732	194	22	to	to	ADP
ahmr-732	194	23	living	live	VERB
ahmr-732	194	24	in	in	ADP
ahmr-732	194	25	rural	rural	ADJ
ahmr-732	194	26	areas	area	NOUN
ahmr-732	194	27	.	.	PUNCT
ahmr-732	195	1	the	the	DET
ahmr-732	195	2	result	result	NOUN
ahmr-732	195	3	shows	show	VERB
ahmr-732	195	4	households	household	NOUN
ahmr-732	195	5	with	with	ADP
ahmr-732	195	6	a	a	DET
ahmr-732	195	7	high	high	ADJ
ahmr-732	195	8	number	number	NOUN
ahmr-732	195	9	of	of	ADP
ahmr-732	195	10	household	household	NOUN
ahmr-732	195	11	members	member	NOUN
ahmr-732	195	12	have	have	VERB
ahmr-732	195	13	high	high	ADJ
ahmr-732	195	14	probability	probability	NOUN
ahmr-732	195	15	of	of	ADP
ahmr-732	195	16	being	be	AUX
ahmr-732	195	17	in	in	ADP
ahmr-732	195	18	a	a	DET
ahmr-732	195	19	state	state	NOUN
ahmr-732	195	20	of	of	ADP
ahmr-732	195	21	poverty	poverty	NOUN
ahmr-732	195	22	.	.	PUNCT
ahmr-732	196	1	other	other	ADJ
ahmr-732	196	2	variables	variable	NOUN
ahmr-732	196	3	remain	remain	VERB
ahmr-732	196	4	the	the	DET
ahmr-732	196	5	same	same	ADJ
ahmr-732	196	6	and	and	CCONJ
ahmr-732	196	7	an	an	DET
ahmr-732	196	8	increase	increase	NOUN
ahmr-732	196	9	in	in	ADP
ahmr-732	196	10	one	one	NUM
ahmr-732	196	11	household	household	NOUN
ahmr-732	196	12	member	member	NOUN
ahmr-732	196	13	increases	increase	VERB
ahmr-732	196	14	the	the	DET
ahmr-732	196	15	probability	probability	NOUN
ahmr-732	196	16	of	of	ADP
ahmr-732	196	17	households	household	NOUN
ahmr-732	196	18	being	be	AUX
ahmr-732	196	19	in	in	ADP
ahmr-732	196	20	state	state	NOUN
ahmr-732	196	21	of	of	ADP
ahmr-732	196	22	poverty	poverty	NOUN
ahmr-732	196	23	by	by	ADP
ahmr-732	196	24	38.7	38.7	NUM
ahmr-732	196	25	%	%	NOUN
ahmr-732	196	26	.	.	PUNCT
ahmr-732	197	1	the	the	DET
ahmr-732	197	2	result	result	NOUN
ahmr-732	197	3	is	be	AUX
ahmr-732	197	4	significant	significant	ADJ
ahmr-732	197	5	at	at	ADP
ahmr-732	197	6	99	99	NUM
ahmr-732	197	7	%	%	NOUN
ahmr-732	197	8	level	level	NOUN
ahmr-732	197	9	.	.	PUNCT
ahmr-732	198	1	gender	gender	NOUN
ahmr-732	198	2	of	of	ADP
ahmr-732	198	3	the	the	DET
ahmr-732	198	4	household	household	NOUN
ahmr-732	198	5	head	head	NOUN
ahmr-732	198	6	is	be	AUX
ahmr-732	198	7	another	another	DET
ahmr-732	198	8	important	important	ADJ
ahmr-732	198	9	characteristic	characteristic	NOUN
ahmr-732	198	10	of	of	ADP
ahmr-732	198	11	households	household	NOUN
ahmr-732	198	12	that	that	PRON
ahmr-732	198	13	has	have	VERB
ahmr-732	198	14	a	a	DET
ahmr-732	198	15	positive	positive	ADJ
ahmr-732	198	16	relationship	relationship	NOUN
ahmr-732	198	17	with	with	ADP
ahmr-732	198	18	the	the	DET
ahmr-732	198	19	probability	probability	NOUN
ahmr-732	198	20	of	of	ADP
ahmr-732	198	21	a	a	DET
ahmr-732	198	22	households	household	NOUN
ahmr-732	198	23	being	be	AUX
ahmr-732	198	24	in	in	ADP
ahmr-732	198	25	a	a	DET
ahmr-732	198	26	state	state	NOUN
ahmr-732	198	27	of	of	ADP
ahmr-732	198	28	poverty	poverty	NOUN
ahmr-732	198	29	.	.	PUNCT
ahmr-732	199	1	however	however	ADV
ahmr-732	199	2	,	,	PUNCT
ahmr-732	199	3	the	the	DET
ahmr-732	199	4	result	result	NOUN
ahmr-732	199	5	is	be	AUX
ahmr-732	199	6	insignificant	insignificant	ADJ
ahmr-732	199	7	at	at	ADP
ahmr-732	199	8	90	90	NUM
ahmr-732	199	9	%	%	NOUN
ahmr-732	199	10	confidence	confidence	NOUN
ahmr-732	199	11	level	level	NOUN
ahmr-732	199	12	.	.	PUNCT
ahmr-732	200	1	the	the	DET
ahmr-732	200	2	age	age	NOUN
ahmr-732	200	3	and	and	CCONJ
ahmr-732	200	4	education	education	NOUN
ahmr-732	200	5	status	status	NOUN
ahmr-732	200	6	of	of	ADP
ahmr-732	200	7	the	the	DET
ahmr-732	200	8	household	household	NOUN
ahmr-732	200	9	head	head	NOUN
ahmr-732	200	10	have	have	VERB
ahmr-732	200	11	negative	negative	ADJ
ahmr-732	200	12	and	and	CCONJ
ahmr-732	200	13	significant	significant	ADJ
ahmr-732	200	14	impact	impact	NOUN
ahmr-732	200	15	on	on	ADP
ahmr-732	200	16	the	the	DET
ahmr-732	200	17	household	household	NOUN
ahmr-732	200	18	probability	probability	NOUN
ahmr-732	200	19	of	of	ADP
ahmr-732	200	20	being	be	AUX
ahmr-732	200	21	in	in	ADP
ahmr-732	200	22	state	state	NOUN
ahmr-732	200	23	of	of	ADP
ahmr-732	200	24	poverty	poverty	NOUN
ahmr-732	200	25	.	.	PUNCT
ahmr-732	201	1	moreover	moreover	ADV
ahmr-732	201	2	,	,	PUNCT
ahmr-732	201	3	the	the	DET
ahmr-732	201	4	marginal	marginal	ADJ
ahmr-732	201	5	effect	effect	NOUN
ahmr-732	201	6	of	of	ADP
ahmr-732	201	7	education	education	NOUN
ahmr-732	201	8	shows	show	VERB
ahmr-732	201	9	a	a	DET
ahmr-732	201	10	contribution	contribution	NOUN
ahmr-732	201	11	of	of	ADP
ahmr-732	201	12	3	3	NUM
ahmr-732	201	13	%	%	NOUN
ahmr-732	201	14	in	in	ADP
ahmr-732	201	15	reducing	reduce	VERB
ahmr-732	201	16	the	the	DET
ahmr-732	201	17	probability	probability	NOUN
ahmr-732	201	18	of	of	ADP
ahmr-732	201	19	being	be	AUX
ahmr-732	201	20	poor	poor	ADJ
ahmr-732	201	21	,	,	PUNCT
ahmr-732	201	22	whereas	whereas	SCONJ
ahmr-732	201	23	the	the	DET
ahmr-732	201	24	marginal	marginal	ADJ
ahmr-732	201	25	effects	effect	NOUN
ahmr-732	201	26	of	of	ADP
ahmr-732	201	27	age	age	NOUN
ahmr-732	201	28	are	be	AUX
ahmr-732	201	29	very	very	ADV
ahmr-732	201	30	low	low	ADJ
ahmr-732	201	31	(	(	PUNCT
ahmr-732	201	32	less	less	ADJ
ahmr-732	201	33	than	than	ADP
ahmr-732	201	34	1	1	NUM
ahmr-732	201	35	%	%	NOUN
ahmr-732	201	36	)	)	PUNCT
ahmr-732	201	37	.	.	PUNCT
ahmr-732	202	1	regarding	regard	VERB
ahmr-732	202	2	the	the	DET
ahmr-732	202	3	race	race	NOUN
ahmr-732	202	4	dummy	dummy	ADJ
ahmr-732	202	5	variable	variable	NOUN
ahmr-732	202	6	,	,	PUNCT
ahmr-732	202	7	coloured	coloured	ADJ
ahmr-732	202	8	households	household	NOUN
ahmr-732	202	9	have	have	VERB
ahmr-732	202	10	less	less	ADJ
ahmr-732	202	11	probability	probability	NOUN
ahmr-732	202	12	of	of	ADP
ahmr-732	202	13	being	be	AUX
ahmr-732	202	14	poor	poor	ADJ
ahmr-732	202	15	compared	compare	VERB
ahmr-732	202	16	to	to	ADP
ahmr-732	202	17	african	african	ADJ
ahmr-732	202	18	households	household	NOUN
ahmr-732	202	19	and	and	CCONJ
ahmr-732	202	20	the	the	DET
ahmr-732	202	21	result	result	NOUN
ahmr-732	202	22	is	be	AUX
ahmr-732	202	23	significant	significant	ADJ
ahmr-732	202	24	at	at	ADP
ahmr-732	202	25	the	the	DET
ahmr-732	202	26	1	1	NUM
ahmr-732	202	27	%	%	NOUN
ahmr-732	202	28	level	level	NOUN
ahmr-732	202	29	.	.	PUNCT
ahmr-732	203	1	asian	asian	ADJ
ahmr-732	203	2	/	/	SYM
ahmr-732	203	3	indian	indian	ADJ
ahmr-732	203	4	and	and	CCONJ
ahmr-732	203	5	white	white	ADJ
ahmr-732	203	6	dummy	dummy	ADJ
ahmr-732	203	7	variables	variable	NOUN
ahmr-732	203	8	are	be	AUX
ahmr-732	203	9	illuminated	illuminate	VERB
ahmr-732	203	10	in	in	ADP
ahmr-732	203	11	the	the	DET
ahmr-732	203	12	backward	backward	ADJ
ahmr-732	203	13	stepwise	stepwise	PROPN
ahmr-732	203	14	regression	regression	NOUN
ahmr-732	203	15	.	.	PUNCT
ahmr-732	204	1	97	97	NUM
ahmr-732	204	2	conclusion	conclusion	NOUN
ahmr-732	204	3	this	this	DET
ahmr-732	204	4	paper	paper	NOUN
ahmr-732	204	5	,	,	PUNCT
ahmr-732	204	6	using	use	VERB
ahmr-732	204	7	the	the	DET
ahmr-732	204	8	third	third	ADJ
ahmr-732	204	9	round	round	NOUN
ahmr-732	204	10	national	national	ADJ
ahmr-732	204	11	income	income	NOUN
ahmr-732	204	12	dynamism	dynamism	NOUN
ahmr-732	204	13	study	study	NOUN
ahmr-732	204	14	of	of	ADP
ahmr-732	204	15	south	south	PROPN
ahmr-732	204	16	africa	africa	PROPN
ahmr-732	204	17	,	,	PUNCT
ahmr-732	204	18	attempts	attempt	VERB
ahmr-732	204	19	to	to	PART
ahmr-732	204	20	critically	critically	ADV
ahmr-732	204	21	evaluate	evaluate	VERB
ahmr-732	204	22	the	the	DET
ahmr-732	204	23	impact	impact	NOUN
ahmr-732	204	24	of	of	ADP
ahmr-732	204	25	remittance	remittance	NOUN
ahmr-732	204	26	on	on	ADP
ahmr-732	204	27	poverty	poverty	NOUN
ahmr-732	204	28	.	.	PUNCT
ahmr-732	205	1	it	it	PRON
ahmr-732	205	2	uses	use	VERB
ahmr-732	205	3	two	two	NUM
ahmr-732	205	4	different	different	ADJ
ahmr-732	205	5	approaches	approach	NOUN
ahmr-732	205	6	to	to	PART
ahmr-732	205	7	evaluate	evaluate	VERB
ahmr-732	205	8	the	the	DET
ahmr-732	205	9	impact	impact	NOUN
ahmr-732	205	10	of	of	ADP
ahmr-732	205	11	poverty	poverty	NOUN
ahmr-732	205	12	on	on	ADP
ahmr-732	205	13	headcount	headcount	NOUN
ahmr-732	205	14	,	,	PUNCT
ahmr-732	205	15	depth	depth	NOUN
ahmr-732	205	16	,	,	PUNCT
ahmr-732	205	17	severity	severity	NOUN
ahmr-732	205	18	and	and	CCONJ
ahmr-732	205	19	also	also	ADV
ahmr-732	205	20	the	the	DET
ahmr-732	205	21	probability	probability	NOUN
ahmr-732	205	22	of	of	ADP
ahmr-732	205	23	households	household	NOUN
ahmr-732	205	24	being	be	AUX
ahmr-732	205	25	poor	poor	ADJ
ahmr-732	205	26	,	,	PUNCT
ahmr-732	205	27	comparing	compare	VERB
ahmr-732	205	28	remittance	remittance	NOUN
ahmr-732	205	29	receiving	receive	VERB
ahmr-732	205	30	and	and	CCONJ
ahmr-732	205	31	non	non	ADJ
ahmr-732	205	32	-	-	ADJ
ahmr-732	205	33	receiving	receiving	ADJ
ahmr-732	205	34	households	household	NOUN
ahmr-732	205	35	.	.	PUNCT
ahmr-732	206	1	the	the	DET
ahmr-732	206	2	first	first	ADJ
ahmr-732	206	3	approach	approach	NOUN
ahmr-732	206	4	using	use	VERB
ahmr-732	206	5	the	the	DET
ahmr-732	206	6	fgt	fgt	PROPN
ahmr-732	206	7	indices	index	NOUN
ahmr-732	206	8	shows	show	VERB
ahmr-732	206	9	that	that	SCONJ
ahmr-732	206	10	remittance	remittance	NOUN
ahmr-732	206	11	receiving	receive	VERB
ahmr-732	206	12	households	household	NOUN
ahmr-732	206	13	have	have	VERB
ahmr-732	206	14	a	a	DET
ahmr-732	206	15	lower	low	ADJ
ahmr-732	206	16	headcount	headcount	NOUN
ahmr-732	206	17	ratio	ratio	NOUN
ahmr-732	206	18	compared	compare	VERB
ahmr-732	206	19	to	to	ADP
ahmr-732	206	20	remittance	remittance	NOUN
ahmr-732	206	21	nonreceiving	nonreceiving	NOUN
ahmr-732	206	22	households	household	NOUN
ahmr-732	206	23	.	.	PUNCT
ahmr-732	207	1	on	on	ADP
ahmr-732	207	2	the	the	DET
ahmr-732	207	3	other	other	ADJ
ahmr-732	207	4	hand	hand	NOUN
ahmr-732	207	5	,	,	PUNCT
ahmr-732	207	6	the	the	DET
ahmr-732	207	7	poverty	poverty	NOUN
ahmr-732	207	8	gap	gap	NOUN
ahmr-732	207	9	is	be	AUX
ahmr-732	207	10	higher	high	ADJ
ahmr-732	207	11	among	among	ADP
ahmr-732	207	12	remittance	remittance	NOUN
ahmr-732	207	13	receiving	receive	VERB
ahmr-732	207	14	households	household	NOUN
ahmr-732	207	15	compared	compare	VERB
ahmr-732	207	16	to	to	ADP
ahmr-732	207	17	non	non	ADJ
ahmr-732	207	18	-	-	ADJ
ahmr-732	207	19	receiving	receive	VERB
ahmr-732	207	20	households	household	NOUN
ahmr-732	207	21	.	.	PUNCT
ahmr-732	208	1	both	both	DET
ahmr-732	208	2	groups	group	NOUN
ahmr-732	208	3	of	of	ADP
ahmr-732	208	4	households	household	NOUN
ahmr-732	208	5	have	have	VERB
ahmr-732	208	6	the	the	DET
ahmr-732	208	7	same	same	ADJ
ahmr-732	208	8	poverty	poverty	NOUN
ahmr-732	208	9	severity	severity	NOUN
ahmr-732	208	10	level	level	NOUN
ahmr-732	208	11	.	.	PUNCT
ahmr-732	209	1	this	this	DET
ahmr-732	209	2	study	study	NOUN
ahmr-732	209	3	has	have	AUX
ahmr-732	209	4	also	also	ADV
ahmr-732	209	5	provided	provide	VERB
ahmr-732	209	6	empirical	empirical	ADJ
ahmr-732	209	7	evidence	evidence	NOUN
ahmr-732	209	8	that	that	SCONJ
ahmr-732	209	9	remittance	remittance	NOUN
ahmr-732	209	10	reduces	reduce	VERB
ahmr-732	209	11	the	the	DET
ahmr-732	209	12	probability	probability	NOUN
ahmr-732	209	13	to	to	PART
ahmr-732	209	14	be	be	AUX
ahmr-732	209	15	in	in	ADP
ahmr-732	209	16	a	a	DET
ahmr-732	209	17	state	state	NOUN
ahmr-732	209	18	of	of	ADP
ahmr-732	209	19	poverty	poverty	NOUN
ahmr-732	209	20	.	.	PUNCT
ahmr-732	210	1	using	use	VERB
ahmr-732	210	2	a	a	DET
ahmr-732	210	3	multivariate	multivariate	NOUN
ahmr-732	210	4	logit	logit	NOUN
ahmr-732	210	5	model	model	NOUN
ahmr-732	210	6	,	,	PUNCT
ahmr-732	210	7	the	the	DET
ahmr-732	210	8	empirical	empirical	ADJ
ahmr-732	210	9	finding	finding	NOUN
ahmr-732	210	10	confirms	confirm	VERB
ahmr-732	210	11	that	that	SCONJ
ahmr-732	210	12	remittance	remittance	NOUN
ahmr-732	210	13	reduces	reduce	VERB
ahmr-732	210	14	the	the	DET
ahmr-732	210	15	probability	probability	NOUN
ahmr-732	210	16	to	to	PART
ahmr-732	210	17	be	be	AUX
ahmr-732	210	18	in	in	ADP
ahmr-732	210	19	the	the	DET
ahmr-732	210	20	state	state	NOUN
ahmr-732	210	21	of	of	ADP
ahmr-732	210	22	poverty	poverty	NOUN
ahmr-732	210	23	by	by	ADP
ahmr-732	210	24	98.8	98.8	NUM
ahmr-732	210	25	%	%	NOUN
ahmr-732	210	26	,	,	PUNCT
ahmr-732	210	27	other	other	ADJ
ahmr-732	210	28	potential	potential	ADJ
ahmr-732	210	29	determinants	determinant	NOUN
ahmr-732	210	30	of	of	ADP
ahmr-732	210	31	poverty	poverty	NOUN
ahmr-732	210	32	remained	remain	VERB
ahmr-732	210	33	constant	constant	ADJ
ahmr-732	210	34	.	.	PUNCT
ahmr-732	211	1	in	in	ADP
ahmr-732	211	2	addition	addition	NOUN
ahmr-732	211	3	to	to	ADP
ahmr-732	211	4	remittance	remittance	NOUN
ahmr-732	211	5	,	,	PUNCT
ahmr-732	211	6	household	household	NOUN
ahmr-732	211	7	per	per	ADP
ahmr-732	211	8	capita	capita	NOUN
ahmr-732	211	9	income	income	NOUN
ahmr-732	211	10	,	,	PUNCT
ahmr-732	211	11	education	education	NOUN
ahmr-732	211	12	of	of	ADP
ahmr-732	211	13	the	the	DET
ahmr-732	211	14	household	household	NOUN
ahmr-732	211	15	head	head	NOUN
ahmr-732	211	16	,	,	PUNCT
ahmr-732	211	17	age	age	NOUN
ahmr-732	211	18	of	of	ADP
ahmr-732	211	19	the	the	DET
ahmr-732	211	20	household	household	NOUN
ahmr-732	211	21	head	head	NOUN
ahmr-732	211	22	and	and	CCONJ
ahmr-732	211	23	living	live	VERB
ahmr-732	211	24	in	in	ADP
ahmr-732	211	25	urban	urban	ADJ
ahmr-732	211	26	areas	area	NOUN
ahmr-732	211	27	compared	compare	VERB
ahmr-732	211	28	to	to	ADP
ahmr-732	211	29	rural	rural	ADJ
ahmr-732	211	30	areas	area	NOUN
ahmr-732	211	31	also	also	ADV
ahmr-732	211	32	reduces	reduce	VERB
ahmr-732	211	33	the	the	DET
ahmr-732	211	34	probability	probability	NOUN
ahmr-732	211	35	of	of	ADP
ahmr-732	211	36	a	a	DET
ahmr-732	211	37	household	household	NOUN
ahmr-732	211	38	being	be	AUX
ahmr-732	211	39	in	in	ADP
ahmr-732	211	40	the	the	DET
ahmr-732	211	41	state	state	NOUN
ahmr-732	211	42	of	of	ADP
ahmr-732	211	43	poverty	poverty	NOUN
ahmr-732	211	44	.	.	PUNCT
ahmr-732	212	1	recommendations	recommendation	NOUN
ahmr-732	212	2	future	future	ADJ
ahmr-732	212	3	research	research	NOUN
ahmr-732	212	4	might	might	AUX
ahmr-732	212	5	look	look	VERB
ahmr-732	212	6	at	at	ADP
ahmr-732	212	7	the	the	DET
ahmr-732	212	8	impact	impact	NOUN
ahmr-732	212	9	of	of	ADP
ahmr-732	212	10	remittance	remittance	NOUN
ahmr-732	212	11	on	on	ADP
ahmr-732	212	12	poverty	poverty	NOUN
ahmr-732	212	13	if	if	SCONJ
ahmr-732	212	14	the	the	DET
ahmr-732	212	15	current	current	ADJ
ahmr-732	212	16	remittances	remittance	NOUN
ahmr-732	212	17	increase	increase	NOUN
ahmr-732	212	18	,	,	PUNCT
ahmr-732	212	19	and	and	CCONJ
ahmr-732	212	20	understand	understand	VERB
ahmr-732	212	21	how	how	SCONJ
ahmr-732	212	22	migration	migration	NOUN
ahmr-732	212	23	and	and	CCONJ
ahmr-732	212	24	remittances	remittance	NOUN
ahmr-732	212	25	affect	affect	VERB
ahmr-732	212	26	human	human	ADJ
ahmr-732	212	27	capital	capital	NOUN
ahmr-732	212	28	investments	investment	NOUN
ahmr-732	212	29	and	and	CCONJ
ahmr-732	212	30	local	local	ADJ
ahmr-732	212	31	labour	labour	NOUN
ahmr-732	212	32	productivity	productivity	NOUN
ahmr-732	212	33	.	.	PUNCT
ahmr-732	213	1	references	reference	NOUN
ahmr-732	213	2	adams	adams	PROPN
ahmr-732	213	3	,	,	PUNCT
ahmr-732	213	4	r.h	r.h	PROPN
ahmr-732	213	5	.	.	PROPN
ahmr-732	213	6	1991	1991	NUM
ahmr-732	213	7	.	.	PUNCT
ahmr-732	214	1	the	the	DET
ahmr-732	214	2	effects	effect	NOUN
ahmr-732	214	3	of	of	ADP
ahmr-732	214	4	international	international	ADJ
ahmr-732	214	5	remittances	remittance	NOUN
ahmr-732	214	6	on	on	ADP
ahmr-732	214	7	poverty	poverty	NOUN
ahmr-732	214	8	,	,	PUNCT
ahmr-732	214	9	inequality	inequality	NOUN
ahmr-732	214	10	and	and	CCONJ
ahmr-732	214	11	development	development	NOUN
ahmr-732	214	12	in	in	ADP
ahmr-732	214	13	rural	rural	ADJ
ahmr-732	214	14	egypt	egypt	PROPN
ahmr-732	214	15	.	.	PUNCT
ahmr-732	215	1	ifpri	ifpri	PROPN
ahmr-732	215	2	research	research	NOUN
ahmr-732	215	3	report	report	PROPN
ahmr-732	215	4	86	86	NUM
ahmr-732	215	5	.	.	PUNCT
ahmr-732	216	1	washington	washington	PROPN
ahmr-732	216	2	,	,	PUNCT
ahmr-732	216	3	dc	dc	PROPN
ahmr-732	216	4	:	:	PUNCT
ahmr-732	216	5	international	international	ADJ
ahmr-732	216	6	food	food	NOUN
ahmr-732	216	7	policy	policy	NOUN
ahmr-732	216	8	research	research	PROPN
ahmr-732	216	9	institute	institute	PROPN
ahmr-732	216	10	.	.	PUNCT
ahmr-732	217	1	brown	brown	PROPN
ahmr-732	217	2	,	,	PUNCT
ahmr-732	217	3	r.p.c	r.p.c	NOUN
ahmr-732	217	4	.	.	NOUN
ahmr-732	217	5	2008	2008	NUM
ahmr-732	217	6	.	.	PUNCT
ahmr-732	218	1	remittances	remittance	NOUN
ahmr-732	218	2	and	and	CCONJ
ahmr-732	218	3	development	development	NOUN
ahmr-732	218	4	in	in	ADP
ahmr-732	218	5	the	the	DET
ahmr-732	218	6	pacific	pacific	PROPN
ahmr-732	218	7	:	:	PUNCT
ahmr-732	218	8	effects	effect	NOUN
ahmr-732	218	9	on	on	ADP
ahmr-732	218	10	human	human	ADJ
ahmr-732	218	11	development	development	NOUN
ahmr-732	218	12	in	in	ADP
ahmr-732	218	13	fiji	fiji	PROPN
ahmr-732	218	14	and	and	CCONJ
ahmr-732	218	15	tonga	tonga	PROPN
ahmr-732	218	16	.	.	PUNCT
ahmr-732	219	1	paper	paper	NOUN
ahmr-732	219	2	presented	present	VERB
ahmr-732	219	3	at	at	ADP
ahmr-732	219	4	the	the	DET
ahmr-732	219	5	escap	escap	NOUN
ahmr-732	219	6	,	,	PUNCT
ahmr-732	219	7	egm	egm	PROPN
ahmr-732	219	8	meeting	meeting	NOUN
ahmr-732	219	9	on	on	ADP
ahmr-732	219	10	migration	migration	NOUN
ahmr-732	219	11	and	and	CCONJ
ahmr-732	219	12	development	development	NOUN
ahmr-732	219	13	,	,	PUNCT
ahmr-732	219	14	bangkok	bangkok	PROPN
ahmr-732	219	15	,	,	PUNCT
ahmr-732	219	16	september	september	PROPN
ahmr-732	219	17	2008	2008	NUM
ahmr-732	219	18	.	.	PUNCT
ahmr-732	220	1	98	98	NUM
ahmr-732	220	2	burgess	burgess	PROPN
ahmr-732	220	3	,	,	PUNCT
ahmr-732	220	4	r.	r.	PROPN
ahmr-732	220	5	haksar	haksar	PROPN
ahmr-732	220	6	,	,	PUNCT
ahmr-732	220	7	v.	v.	ADP
ahmr-732	220	8	2005	2005	NUM
ahmr-732	220	9	.	.	PUNCT
ahmr-732	221	1	migration	migration	NOUN
ahmr-732	221	2	and	and	CCONJ
ahmr-732	221	3	foreign	foreign	ADJ
ahmr-732	221	4	remittances	remittance	NOUN
ahmr-732	221	5	in	in	ADP
ahmr-732	221	6	the	the	DET
ahmr-732	221	7	philippines	philippine	NOUN
ahmr-732	221	8	.	.	PUNCT
ahmr-732	222	1	imf	imf	PROPN
ahmr-732	222	2	working	working	PROPN
ahmr-732	222	3	paper	paper	NOUN
ahmr-732	222	4	.	.	PUNCT
ahmr-732	223	1	asia	asia	PROPN
ahmr-732	223	2	and	and	CCONJ
ahmr-732	223	3	pacific	pacific	PROPN
ahmr-732	223	4	department	department	PROPN
ahmr-732	223	5	.	.	PUNCT
ahmr-732	224	1	wp/05/111	wp/05/111	PROPN
ahmr-732	224	2	.	.	PUNCT
ahmr-732	225	1	imf	imf	PROPN
ahmr-732	225	2	chukwuone	chukwuone	PROPN
ahmr-732	225	3	,	,	PUNCT
ahmr-732	225	4	n.	n.	PROPN
ahmr-732	225	5	amaechina	amaechina	PROPN
ahmr-732	225	6	,	,	PUNCT
ahmr-732	225	7	e.	e.	PROPN
ahmr-732	225	8	enebeli	enebeli	PROPN
ahmr-732	225	9	-	-	PUNCT
ahmr-732	225	10	uzor	uzor	PROPN
ahmr-732	225	11	,	,	PUNCT
ahmr-732	225	12	s.e	s.e	PROPN
ahmr-732	225	13	.	.	PROPN
ahmr-732	225	14	iyoko	iyoko	PROPN
ahmr-732	225	15	,	,	PUNCT
ahmr-732	225	16	e.	e.	PROPN
ahmr-732	225	17	&	&	CCONJ
ahmr-732	225	18	okpukpara	okpukpara	PROPN
ahmr-732	225	19	,	,	PUNCT
ahmr-732	225	20	b.	b.	PROPN
ahmr-732	225	21	2012	2012	NUM
ahmr-732	225	22	.	.	PUNCT
ahmr-732	226	1	analysis	analysis	NOUN
ahmr-732	226	2	of	of	ADP
ahmr-732	226	3	impact	impact	NOUN
ahmr-732	226	4	of	of	ADP
ahmr-732	226	5	remittance	remittance	NOUN
ahmr-732	226	6	on	on	ADP
ahmr-732	226	7	poverty	poverty	NOUN
ahmr-732	226	8	in	in	ADP
ahmr-732	226	9	nigeria	nigeria	PROPN
ahmr-732	226	10	.	.	PUNCT
ahmr-732	227	1	working	work	VERB
ahmr-732	227	2	paper	paper	NOUN
ahmr-732	227	3	2012	2012	NUM
ahmr-732	227	4	-	-	SYM
ahmr-732	227	5	09	09	NUM
ahmr-732	227	6	.	.	PUNCT
ahmr-732	227	7	partnership	partnership	NOUN
ahmr-732	227	8	for	for	ADP
ahmr-732	227	9	economic	economic	ADJ
ahmr-732	227	10	policy	policy	NOUN
ahmr-732	227	11	.	.	PUNCT
ahmr-732	228	1	crush	crush	NOUN
ahmr-732	228	2	,	,	PUNCT
ahmr-732	228	3	j.	j.	PROPN
ahmr-732	228	4	william	william	PROPN
ahmr-732	228	5	,	,	PUNCT
ahmr-732	228	6	v.	v.	PROPN
ahmr-732	228	7	&	&	CCONJ
ahmr-732	228	8	peberdy	peberdy	PROPN
ahmr-732	228	9	,	,	PUNCT
ahmr-732	228	10	s.	s.	PROPN
ahmr-732	228	11	2005	2005	NUM
ahmr-732	228	12	.	.	PUNCT
ahmr-732	229	1	migration	migration	NOUN
ahmr-732	229	2	in	in	ADP
ahmr-732	229	3	southern	southern	PROPN
ahmr-732	229	4	africa	africa	PROPN
ahmr-732	229	5	.	.	PUNCT
ahmr-732	230	1	global	global	ADJ
ahmr-732	230	2	commission	commission	PROPN
ahmr-732	230	3	on	on	ADP
ahmr-732	230	4	international	international	ADJ
ahmr-732	230	5	migration	migration	NOUN
ahmr-732	230	6	.	.	PUNCT
ahmr-732	231	1	foster	foster	PROPN
ahmr-732	231	2	,	,	PUNCT
ahmr-732	231	3	j.	j.	PROPN
ahmr-732	231	4	,	,	PUNCT
ahmr-732	231	5	greer	greer	PROPN
ahmr-732	231	6	,	,	PUNCT
ahmr-732	231	7	e.	e.	PROPN
ahmr-732	231	8	&	&	CCONJ
ahmr-732	231	9	thorbecke	thorbecke	PROPN
ahmr-732	231	10	,	,	PUNCT
ahmr-732	231	11	e.	e.	PROPN
ahmr-732	231	12	1984	1984	NUM
ahmr-732	231	13	.	.	PUNCT
ahmr-732	232	1	a	a	DET
ahmr-732	232	2	class	class	NOUN
ahmr-732	232	3	of	of	ADP
ahmr-732	232	4	decomposable	decomposable	ADJ
ahmr-732	232	5	poverty	poverty	NOUN
ahmr-732	232	6	measures	measure	NOUN
ahmr-732	232	7	:	:	PUNCT
ahmr-732	232	8	econometricavol	econometricavol	NOUN
ahmr-732	232	9	52(3	52(3	NOUN
ahmr-732	232	10	)	)	PUNCT
ahmr-732	232	11	,	,	PUNCT
ahmr-732	232	12	pp	pp	ADJ
ahmr-732	232	13	.	.	PUNCT
ahmr-732	233	1	761	761	NUM
ahmr-732	233	2	-	-	SYM
ahmr-732	233	3	768	768	NUM
ahmr-732	233	4	.	.	PUNCT
ahmr-732	234	1	gupta	gupta	PROPN
ahmr-732	234	2	,	,	PUNCT
ahmr-732	234	3	s.	s.	PROPN
ahmr-732	234	4	pattillo	pattillo	PROPN
ahmr-732	234	5	,	,	PUNCT
ahmr-732	234	6	c.	c.	PROPN
ahmr-732	234	7	&	&	CCONJ
ahmr-732	234	8	wagh	wagh	PROPN
ahmr-732	234	9	,	,	PUNCT
ahmr-732	234	10	s.	s.	PROPN
ahmr-732	234	11	2007	2007	NUM
ahmr-732	234	12	.	.	PUNCT
ahmr-732	235	1	making	make	VERB
ahmr-732	235	2	remittances	remittance	NOUN
ahmr-732	235	3	work	work	VERB
ahmr-732	235	4	for	for	ADP
ahmr-732	235	5	africa	africa	PROPN
ahmr-732	235	6	.	.	PUNCT
ahmr-732	236	1	finance	finance	NOUN
ahmr-732	236	2	and	and	CCONJ
ahmr-732	236	3	development	development	NOUN
ahmr-732	236	4	.	.	PUNCT
ahmr-732	237	1	vol	vol	NOUN
ahmr-732	237	2	.	.	PUNCT
ahmr-732	237	3	44(2	44(2	NOUN
ahmr-732	237	4	)	)	PUNCT
ahmr-732	237	5	.	.	PUNCT
ahmr-732	238	1	gustafsson	gustafsson	PROPN
ahmr-732	238	2	,	,	PUNCT
ahmr-732	238	3	b.	b.	PROPN
ahmr-732	238	4	&	&	CCONJ
ahmr-732	238	5	makonnen	makonnen	PROPN
ahmr-732	238	6	,	,	PUNCT
ahmr-732	238	7	n.	n.	NOUN
ahmr-732	238	8	1993	1993	NUM
ahmr-732	238	9	.	.	PUNCT
ahmr-732	239	1	poverty	poverty	NOUN
ahmr-732	239	2	and	and	CCONJ
ahmr-732	239	3	remittances	remittance	NOUN
ahmr-732	239	4	in	in	ADP
ahmr-732	239	5	lesotho	lesotho	PROPN
ahmr-732	239	6	.	.	PUNCT
ahmr-732	239	7	journal	journal	PROPN
ahmr-732	239	8	of	of	ADP
ahmr-732	239	9	african	african	ADJ
ahmr-732	239	10	economies	economy	NOUN
ahmr-732	239	11	.	.	PUNCT
ahmr-732	240	1	vol	vol	NOUN
ahmr-732	240	2	2(1):49	2(1):49	NUM
ahmr-732	240	3	-	-	SYM
ahmr-732	240	4	73	73	NUM
ahmr-732	240	5	.	.	PUNCT
ahmr-732	241	1	knowles	knowles	PROPN
ahmr-732	241	2	,	,	PUNCT
ahmr-732	241	3	j.c	j.c	PROPN
ahmr-732	241	4	.	.	PROPN
ahmr-732	241	5	&	&	CCONJ
ahmr-732	241	6	anker	anker	PROPN
ahmr-732	241	7	,	,	PUNCT
ahmr-732	241	8	anker	anker	NOUN
ahmr-732	241	9	,	,	PUNCT
ahmr-732	241	10	r.b	r.b	PROPN
ahmr-732	241	11	.	.	PROPN
ahmr-732	241	12	1981	1981	NUM
ahmr-732	241	13	.	.	PUNCT
ahmr-732	242	1	analysis	analysis	NOUN
ahmr-732	242	2	of	of	ADP
ahmr-732	242	3	income	income	NOUN
ahmr-732	242	4	transfers	transfer	NOUN
ahmr-732	242	5	in	in	ADP
ahmr-732	242	6	a	a	DET
ahmr-732	242	7	developing	develop	VERB
ahmr-732	242	8	country	country	NOUN
ahmr-732	242	9	:	:	PUNCT
ahmr-732	242	10	the	the	DET
ahmr-732	242	11	case	case	NOUN
ahmr-732	242	12	of	of	ADP
ahmr-732	242	13	kenya	kenya	PROPN
ahmr-732	242	14	.	.	PUNCT
ahmr-732	243	1	journal	journal	PROPN
ahmr-732	243	2	of	of	ADP
ahmr-732	243	3	development	development	NOUN
ahmr-732	243	4	economics	economic	NOUN
ahmr-732	243	5	.	.	PUNCT
ahmr-732	244	1	vol	vol	NOUN
ahmr-732	244	2	.	.	PUNCT
ahmr-732	244	3	8(2):205	8(2):205	NUM
ahmr-732	244	4	-	-	SYM
ahmr-732	244	5	226	226	NUM
ahmr-732	244	6	.	.	PUNCT
ahmr-732	245	1	kok	kok	PROPN
ahmr-732	245	2	,	,	PUNCT
ahmr-732	245	3	p.	p.	PROPN
ahmr-732	245	4	&	&	CCONJ
ahmr-732	245	5	collinson	collinson	PROPN
ahmr-732	245	6	,	,	PUNCT
ahmr-732	245	7	m.	m.	NOUN
ahmr-732	245	8	2006	2006	NUM
ahmr-732	245	9	.	.	PUNCT
ahmr-732	246	1	migration	migration	NOUN
ahmr-732	246	2	and	and	CCONJ
ahmr-732	246	3	urbanisation	urbanisation	NOUN
ahmr-732	246	4	in	in	ADP
ahmr-732	246	5	south	south	PROPN
ahmr-732	246	6	africa	africa	PROPN
ahmr-732	246	7	.	.	PUNCT
ahmr-732	247	1	report	report	VERB
ahmr-732	247	2	03	03	NUM
ahmr-732	247	3	-	-	PUNCT
ahmr-732	247	4	04	04	NUM
ahmr-732	247	5	-	-	PUNCT
ahmr-732	247	6	02	02	NUM
ahmr-732	247	7	.	.	PUNCT
ahmr-732	248	1	pretoria	pretoria	PROPN
ahmr-732	248	2	:	:	PUNCT
ahmr-732	248	3	statistics	statistics	PROPN
ahmr-732	248	4	south	south	PROPN
ahmr-732	248	5	africa	africa	PROPN
ahmr-732	248	6	.	.	PUNCT
ahmr-732	249	1	ss	ss	PROPN
ahmr-732	249	2	lachaud	lachaud	PROPN
ahmr-732	249	3	,	,	PUNCT
ahmr-732	249	4	j	j	PROPN
ahmr-732	249	5	-	-	PROPN
ahmr-732	249	6	p.	p.	PROPN
ahmr-732	249	7	1999	1999	NUM
ahmr-732	249	8	.	.	PUNCT
ahmr-732	250	1	remittances	remittance	NOUN
ahmr-732	250	2	,	,	PUNCT
ahmr-732	250	3	inequality	inequality	NOUN
ahmr-732	250	4	and	and	CCONJ
ahmr-732	250	5	poverty	poverty	NOUN
ahmr-732	250	6	in	in	ADP
ahmr-732	250	7	burkina	burkina	PROPN
ahmr-732	250	8	faso	faso	PROPN
ahmr-732	250	9	.	.	PUNCT
ahmr-732	251	1	working	working	NOUN
ahmr-732	251	2	paper	paper	PROPN
ahmr-732	251	3	no	no	INTJ
ahmr-732	251	4	.	.	PROPN
ahmr-732	251	5	40	40	NUM
ahmr-732	251	6	.	.	PUNCT
ahmr-732	252	1	bordeaux	bordeaux	NOUN
ahmr-732	252	2	:	:	PUNCT
ahmr-732	252	3	center	center	NOUN
ahmr-732	252	4	for	for	ADP
ahmr-732	252	5	development	development	NOUN
ahmr-732	252	6	economics	economic	NOUN
ahmr-732	252	7	,	,	PUNCT
ahmr-732	252	8	university	university	NOUN
ahmr-732	252	9	of	of	ADP
ahmr-732	252	10	bordeaux	bordeaux	PROPN
ahmr-732	252	11	.	.	PUNCT
ahmr-732	253	1	leibbrandt	leibbrandt	PROPN
ahmr-732	253	2	,	,	PUNCT
ahmr-732	253	3	m	m	VERB
ahmr-732	253	4	et	et	NOUN
ahmr-732	253	5	al	al	PROPN
ahmr-732	253	6	.	.	PROPN
ahmr-732	253	7	,	,	PUNCT
ahmr-732	253	8	2010	2010	NUM
ahmr-732	253	9	.	.	PUNCT
ahmr-732	254	1	trends	trend	NOUN
ahmr-732	254	2	in	in	ADP
ahmr-732	254	3	south	south	ADJ
ahmr-732	254	4	african	african	ADJ
ahmr-732	254	5	income	income	NOUN
ahmr-732	254	6	distribution	distribution	NOUN
ahmr-732	254	7	and	and	CCONJ
ahmr-732	254	8	poverty	poverty	NOUN
ahmr-732	254	9	since	since	SCONJ
ahmr-732	254	10	the	the	DET
ahmr-732	254	11	fall	fall	NOUN
ahmr-732	254	12	of	of	ADP
ahmr-732	254	13	apartheid	apartheid	NOUN
ahmr-732	254	14	,	,	PUNCT
ahmr-732	254	15	oecd	oecd	PROPN
ahmr-732	254	16	social	social	ADJ
ahmr-732	254	17	,	,	PUNCT
ahmr-732	254	18	employment	employment	NOUN
ahmr-732	254	19	and	and	CCONJ
ahmr-732	254	20	migration	migration	NOUN
ahmr-732	254	21	.	.	PUNCT
ahmr-732	255	1	working	work	VERB
ahmr-732	255	2	paper	paper	PROPN
ahmr-732	255	3	no	no	INTJ
ahmr-732	255	4	.	.	PROPN
ahmr-732	256	1	101	101	NUM
ahmr-732	256	2	.	.	PUNCT
ahmr-732	257	1	oecd	oecd	PROPN
ahmr-732	257	2	publishing	publishing	PROPN
ahmr-732	257	3	.	.	PUNCT
ahmr-732	258	1	oberai	oberai	PROPN
ahmr-732	258	2	,	,	PUNCT
ahmr-732	258	3	a.s	a.s	PROPN
ahmr-732	258	4	.	.	PROPN
ahmr-732	258	5	&	&	CCONJ
ahmr-732	258	6	singh	singh	PROPN
ahmr-732	258	7	,	,	PUNCT
ahmr-732	258	8	h.k.m	h.k.m	PROPN
ahmr-732	258	9	.	.	PUNCT
ahmr-732	258	10	1980	1980	NUM
ahmr-732	258	11	.	.	PUNCT
ahmr-732	259	1	migration	migration	NOUN
ahmr-732	259	2	,	,	PUNCT
ahmr-732	259	3	remittances	remittance	NOUN
ahmr-732	259	4	and	and	CCONJ
ahmr-732	259	5	rural	rural	ADJ
ahmr-732	259	6	development	development	NOUN
ahmr-732	259	7	:	:	PUNCT
ahmr-732	259	8	findings	finding	NOUN
ahmr-732	259	9	of	of	ADP
ahmr-732	259	10	a	a	DET
ahmr-732	259	11	case	case	NOUN
ahmr-732	259	12	study	study	NOUN
ahmr-732	259	13	in	in	ADP
ahmr-732	259	14	the	the	DET
ahmr-732	259	15	indian	indian	PROPN
ahmr-732	259	16	punjab	punjab	PROPN
ahmr-732	259	17	.	.	PUNCT
ahmr-732	260	1	international	international	ADJ
ahmr-732	260	2	labor	labor	PROPN
ahmr-732	260	3	review	review	PROPN
ahmr-732	260	4	.	.	PUNCT
ahmr-732	261	1	vol	vol	NOUN
ahmr-732	261	2	.	.	PUNCT
ahmr-732	261	3	119(2):229	119(2):229	NUM
ahmr-732	261	4	-	-	SYM
ahmr-732	261	5	242	242	NUM
ahmr-732	261	6	.	.	PUNCT
ahmr-732	262	1	ratha	ratha	PROPN
ahmr-732	262	2	,	,	PUNCT
ahmr-732	262	3	d.	d.	PROPN
ahmr-732	262	4	2012	2012	NUM
ahmr-732	262	5	.	.	PUNCT
ahmr-732	263	1	outlook	outlook	NOUN
ahmr-732	263	2	for	for	ADP
ahmr-732	263	3	migration	migration	NOUN
ahmr-732	263	4	and	and	CCONJ
ahmr-732	263	5	remittances	remittance	NOUN
ahmr-732	263	6	2012	2012	NUM
ahmr-732	263	7	-	-	SYM
ahmr-732	263	8	14	14	NUM
ahmr-732	263	9	.	.	PUNCT
ahmr-732	264	1	tenth	tenth	ADJ
ahmr-732	264	2	coordination	coordination	NOUN
ahmr-732	264	3	meeting	meeting	NOUN
ahmr-732	264	4	on	on	ADP
ahmr-732	264	5	international	international	ADJ
ahmr-732	264	6	migration	migration	NOUN
ahmr-732	264	7	.	.	PUNCT
ahmr-732	265	1	new	new	PROPN
ahmr-732	265	2	york	york	PROPN
ahmr-732	265	3	:	:	PUNCT
ahmr-732	265	4	world	world	PROPN
ahmr-732	265	5	bank	bank	PROPN
ahmr-732	265	6	.	.	PUNCT
ahmr-732	266	1	99	99	NUM
ahmr-732	266	2	ratha	ratha	PROPN
ahmr-732	266	3	,	,	PUNCT
ahmr-732	266	4	d.	d.	PROPN
ahmr-732	266	5	2013	2013	NUM
ahmr-732	266	6	.	.	PUNCT
ahmr-732	267	1	the	the	DET
ahmr-732	267	2	impact	impact	NOUN
ahmr-732	267	3	of	of	ADP
ahmr-732	267	4	remittances	remittance	NOUN
ahmr-732	267	5	on	on	ADP
ahmr-732	267	6	economic	economic	ADJ
ahmr-732	267	7	growth	growth	NOUN
ahmr-732	267	8	and	and	CCONJ
ahmr-732	267	9	poverty	poverty	NOUN
ahmr-732	267	10	reduction	reduction	NOUN
ahmr-732	267	11	.	.	PUNCT
ahmr-732	268	1	policy	policy	NOUN
ahmr-732	268	2	brief	brief	NOUN
ahmr-732	269	1	no	no	INTJ
ahmr-732	269	2	.	.	NOUN
ahmr-732	269	3	8	8	NUM
ahmr-732	269	4	september	september	PROPN
ahmr-732	269	5	2013	2013	NUM
ahmr-732	269	6	.	.	PUNCT
ahmr-732	270	1	migration	migration	NOUN
ahmr-732	270	2	policy	policy	NOUN
ahmr-732	270	3	institute	institute	NOUN
ahmr-732	270	4	.	.	PUNCT
ahmr-732	271	1	richard	richard	PROPN
ahmr-732	271	2	,	,	PUNCT
ahmr-732	271	3	h.	h.	PROPN
ahmr-732	271	4	adams	adams	PROPN
ahmr-732	271	5	,	,	PUNCT
ahmr-732	271	6	j.r	j.r	PROPN
ahmr-732	271	7	.	.	PROPN
ahmr-732	271	8	&	&	CCONJ
ahmr-732	271	9	page	page	PROPN
ahmr-732	271	10	,	,	PUNCT
ahmr-732	271	11	j.	j.	PROPN
ahmr-732	271	12	2005	2005	NUM
ahmr-732	271	13	.	.	PUNCT
ahmr-732	272	1	do	do	AUX
ahmr-732	272	2	international	international	ADJ
ahmr-732	272	3	migration	migration	NOUN
ahmr-732	272	4	and	and	CCONJ
ahmr-732	272	5	remittances	remittance	NOUN
ahmr-732	272	6	reduce	reduce	VERB
ahmr-732	272	7	poverty	poverty	NOUN
ahmr-732	272	8	in	in	ADP
ahmr-732	272	9	developing	develop	VERB
ahmr-732	272	10	countries	country	NOUN
ahmr-732	272	11	?	?	PUNCT
ahmr-732	273	1	world	world	NOUN
ahmr-732	273	2	development	development	PROPN
ahmr-732	273	3	.	.	PUNCT
ahmr-732	274	1	vol	vol	NOUN
ahmr-732	274	2	.	.	PUNCT
ahmr-732	275	1	33(10):1645	33(10):1645	NUM
ahmr-732	275	2	-	-	SYM
ahmr-732	275	3	1669	1669	NUM
ahmr-732	275	4	.	.	PUNCT
ahmr-732	276	1	taylor	taylor	PROPN
ahmr-732	276	2	,	,	PUNCT
ahmr-732	276	3	j.e	j.e	PROPN
ahmr-732	276	4	.	.	PROPN
ahmr-732	276	5	mora	mora	PROPN
ahmr-732	276	6	,	,	PUNCT
ahmr-732	276	7	j.	j.	PROPN
ahmr-732	276	8	adams	adams	PROPN
ahmr-732	276	9	,	,	PUNCT
ahmr-732	276	10	r.	r.	PROPN
ahmr-732	276	11	&	&	CCONJ
ahmr-732	276	12	lopez	lopez	PROPN
ahmr-732	276	13	-	-	PUNCT
ahmr-732	276	14	feldman	feldman	PROPN
ahmr-732	276	15	,	,	PUNCT
ahmr-732	276	16	a.	a.	NOUN
ahmr-732	276	17	2005	2005	NUM
ahmr-732	276	18	.	.	PUNCT
ahmr-732	277	1	remittances	remittance	NOUN
ahmr-732	277	2	,	,	PUNCT
ahmr-732	277	3	inequality	inequality	NOUN
ahmr-732	277	4	and	and	CCONJ
ahmr-732	277	5	poverty	poverty	NOUN
ahmr-732	277	6	:	:	PUNCT
ahmr-732	277	7	evidence	evidence	NOUN
ahmr-732	277	8	from	from	ADP
ahmr-732	277	9	rural	rural	ADJ
ahmr-732	277	10	mexico	mexico	PROPN
ahmr-732	277	11	.	.	PUNCT
ahmr-732	278	1	are	be	AUX
ahmr-732	278	2	working	work	VERB
ahmr-732	278	3	papers	paper	NOUN
ahmr-732	278	4	05	05	NUM
ahmr-732	278	5	-	-	SYM
ahmr-732	278	6	003	003	PROPN
ahmr-732	278	7	.	.	PUNCT
ahmr-732	279	1	davis	davis	PROPN
ahmr-732	279	2	,	,	PUNCT
ahmr-732	279	3	ca	ca	PROPN
ahmr-732	279	4	:	:	PUNCT
ahmr-732	279	5	university	university	PROPN
ahmr-732	279	6	of	of	ADP
ahmr-732	279	7	california	california	PROPN
ahmr-732	279	8	,	,	PUNCT
ahmr-732	279	9	davis	davis	PROPN
ahmr-732	279	10	department	department	PROPN
ahmr-732	279	11	of	of	ADP
ahmr-732	279	12	agriculture	agriculture	PROPN
ahmr-732	279	13	and	and	CCONJ
ahmr-732	279	14	resource	resource	NOUN
ahmr-732	279	15	economics	economic	NOUN
ahmr-732	279	16	.	.	PUNCT
ahmr-732	280	1	united	united	PROPN
ahmr-732	280	2	nations	nations	PROPN
ahmr-732	280	3	.	.	PUNCT
ahmr-732	281	1	2011	2011	NUM
ahmr-732	281	2	.	.	PUNCT
ahmr-732	282	1	impact	impact	NOUN
ahmr-732	282	2	of	of	ADP
ahmr-732	282	3	remittances	remittance	NOUN
ahmr-732	282	4	on	on	ADP
ahmr-732	282	5	poverty	poverty	NOUN
ahmr-732	282	6	in	in	ADP
ahmr-732	282	7	developing	develop	VERB
ahmr-732	282	8	countries	country	NOUN
ahmr-732	282	9	.	.	PUNCT
ahmr-732	283	1	new	new	PROPN
ahmr-732	283	2	york	york	PROPN
ahmr-732	283	3	and	and	CCONJ
ahmr-732	283	4	geneva	geneva	PROPN
ahmr-732	283	5	:	:	PUNCT
ahmr-732	283	6	united	united	PROPN
ahmr-732	283	7	nations	nations	PROPN
ahmr-732	283	8	.	.	PUNCT
ahmr-732	284	1	united	united	PROPN
ahmr-732	284	2	nations	nations	PROPN
ahmr-732	284	3	development	development	PROPN
ahmr-732	284	4	programme	programme	PROPN
ahmr-732	284	5	(	(	PUNCT
ahmr-732	284	6	undp	undp	PROPN
ahmr-732	284	7	)	)	PUNCT
ahmr-732	284	8	.	.	PUNCT
ahmr-732	285	1	1990	1990	NUM
ahmr-732	285	2	.	.	PUNCT
ahmr-732	286	1	human	human	ADJ
ahmr-732	286	2	development	development	PROPN
ahmr-732	286	3	report	report	PROPN
ahmr-732	286	4	1990	1990	NUM
ahmr-732	286	5	.	.	PUNCT
ahmr-732	287	1	new	new	PROPN
ahmr-732	287	2	york	york	PROPN
ahmr-732	287	3	(	(	PUNCT
ahmr-732	287	4	ny	ny	PROPN
ahmr-732	287	5	):	):	PUNCT
ahmr-732	287	6	oxford	oxford	PROPN
ahmr-732	287	7	university	university	PROPN
ahmr-732	287	8	press	press	NOUN
ahmr-732	287	9	.	.	PUNCT
ahmr-732	288	1	vargas	vargas	NOUN
ahmr-732	288	2	-	-	PUNCT
ahmr-732	288	3	lundius	lundius	PROPN
ahmr-732	288	4	,	,	PUNCT
ahmr-732	288	5	r.	r.	PROPN
ahmr-732	288	6	lanly	lanly	PROPN
ahmr-732	288	7	,	,	PUNCT
ahmr-732	288	8	g.	g.	PROPN
ahmr-732	288	9	villarreal	villarreal	PROPN
ahmr-732	288	10	,	,	PUNCT
ahmr-732	288	11	m.	m.	NOUN
ahmr-732	288	12	&	&	CCONJ
ahmr-732	288	13	osoio	osoio	PROPN
ahmr-732	288	14	,	,	PUNCT
ahmr-732	288	15	m.	m.	NOUN
ahmr-732	288	16	2008	2008	NUM
ahmr-732	288	17	.	.	PUNCT
ahmr-732	289	1	international	international	ADJ
ahmr-732	289	2	migration	migration	NOUN
ahmr-732	289	3	,	,	PUNCT
ahmr-732	289	4	remittance	remittance	NOUN
ahmr-732	289	5	and	and	CCONJ
ahmr-732	289	6	rural	rural	ADJ
ahmr-732	289	7	development	development	NOUN
ahmr-732	289	8	.	.	PUNCT
ahmr-732	290	1	international	international	ADJ
ahmr-732	290	2	fund	fund	NOUN
ahmr-732	290	3	for	for	ADP
ahmr-732	290	4	agricultural	agricultural	ADJ
ahmr-732	290	5	development	development	NOUN
ahmr-732	290	6	(	(	PUNCT
ahmr-732	290	7	ifad	ifad	ADJ
ahmr-732	290	8	)	)	PUNCT
ahmr-732	290	9	woolard	woolard	ADV
ahmr-732	290	10	,	,	PUNCT
ahmr-732	290	11	i.	i.	PROPN
ahmr-732	290	12	&	&	CCONJ
ahmr-732	290	13	klasen	klasen	PROPN
ahmr-732	290	14	,	,	PUNCT
ahmr-732	290	15	s.	s.	PROPN
ahmr-732	290	16	2004	2004	NUM
ahmr-732	290	17	.	.	PUNCT
ahmr-732	291	1	“	"	PUNCT
ahmr-732	291	2	determinants	determinant	NOUN
ahmr-732	291	3	of	of	ADP
ahmr-732	291	4	income	income	NOUN
ahmr-732	291	5	mobility	mobility	NOUN
ahmr-732	291	6	and	and	CCONJ
ahmr-732	291	7	household	household	NOUN
ahmr-732	291	8	poverty	poverty	NOUN
ahmr-732	291	9	dynamics	dynamic	NOUN
ahmr-732	291	10	in	in	ADP
ahmr-732	291	11	south	south	PROPN
ahmr-732	291	12	africa	africa	PROPN
ahmr-732	291	13	”	"	PUNCT
ahmr-732	291	14	in	in	ADP
ahmr-732	291	15	institute	institute	NOUN
ahmr-732	291	16	for	for	ADP
ahmr-732	291	17	the	the	DET
ahmr-732	291	18	study	study	NOUN
ahmr-732	291	19	of	of	ADP
ahmr-732	291	20	labour	labour	PROPN
ahmr-732	291	21	(	(	PUNCT
ahmr-732	291	22	iza	iza	PROPN
ahmr-732	291	23	)	)	PUNCT
ahmr-732	291	24	discussion	discussion	NOUN
ahmr-732	291	25	paper	paper	NOUN
ahmr-732	291	26	,	,	PUNCT
ahmr-732	291	27	bonn	bonn	PROPN
ahmr-732	291	28	.	.	PUNCT
ahmr-732	291	29	world	world	PROPN
ahmr-732	291	30	bank	bank	PROPN
ahmr-732	291	31	.	.	PUNCT
ahmr-732	292	1	2004	2004	NUM
ahmr-732	292	2	.	.	PUNCT
ahmr-732	293	1	global	global	ADJ
ahmr-732	293	2	development	development	PROPN
ahmr-732	293	3	finance	finance	PROPN
ahmr-732	293	4	.	.	PUNCT
ahmr-732	294	1	washington	washington	PROPN
ahmr-732	294	2	,	,	PUNCT
ahmr-732	294	3	dc	dc	PROPN
ahmr-732	294	4	:	:	PUNCT
ahmr-732	294	5	world	world	PROPN
ahmr-732	294	6	bank	bank	PROPN
ahmr-732	294	7	.	.	PUNCT