id	sid	tid	token	lemma	pos
ajam-216	1	1	in	in	ADP
ajam-216	1	2	ternationa	ternationa	NOUN
ajam-216	1	3	l	l	NOUN
ajam-216	1	4	scholars	scholar	NOUN
ajam-216	1	5	journa	journa	VERB
ajam-216	1	6	ls	ls	ADJ
ajam-216	1	7	african	african	ADJ
ajam-216	1	8	journal	journal	NOUN
ajam-216	1	9	of	of	ADP
ajam-216	1	10	agricultural	agricultural	ADJ
ajam-216	1	11	marketing	marketing	NOUN
ajam-216	1	12	issn	issn	PROPN
ajam-216	1	13	2375	2375	NUM
ajam-216	1	14	-	-	SYM
ajam-216	1	15	1061	1061	NUM
ajam-216	1	16	vol	vol	NOUN
ajam-216	1	17	.	.	PROPN
ajam-216	1	18	7	7	NUM
ajam-216	1	19	(	(	PUNCT
ajam-216	1	20	2	2	NUM
ajam-216	1	21	)	)	PUNCT
ajam-216	1	22	,	,	PUNCT
ajam-216	1	23	pp	pp	PROPN
ajam-216	1	24	.	.	PUNCT
ajam-216	2	1	001	001	NUM
ajam-216	2	2	-	-	PUNCT
ajam-216	2	3	010	010	NUM
ajam-216	2	4	,	,	PUNCT
ajam-216	2	5	february	february	PROPN
ajam-216	2	6	,	,	PUNCT
ajam-216	2	7	2019	2019	NUM
ajam-216	2	8	.	.	PUNCT
ajam-216	3	1	available	available	ADJ
ajam-216	3	2	online	online	ADV
ajam-216	3	3	at	at	ADP
ajam-216	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-216	3	5	©	©	PROPN
ajam-216	3	6	international	international	ADJ
ajam-216	3	7	scholars	scholar	NOUN
ajam-216	3	8	journals	journal	NOUN
ajam-216	3	9	author(s	author(s	PROPN
ajam-216	3	10	)	)	PUNCT
ajam-216	3	11	author(s	author(s	NOUN
ajam-216	3	12	)	)	PUNCT
ajam-216	3	13	retain	retain	VERB
ajam-216	3	14	the	the	DET
ajam-216	3	15	copyright	copyright	NOUN
ajam-216	3	16	of	of	ADP
ajam-216	3	17	this	this	DET
ajam-216	3	18	article	article	NOUN
ajam-216	3	19	.	.	PUNCT
ajam-216	4	1	full	full	ADJ
ajam-216	4	2	length	length	NOUN
ajam-216	4	3	research	research	NOUN
ajam-216	4	4	paper	paper	NOUN
ajam-216	4	5	rural	rural	ADJ
ajam-216	4	6	livelihood	livelihood	NOUN
ajam-216	4	7	diversification	diversification	NOUN
ajam-216	4	8	and	and	CCONJ
ajam-216	4	9	agricultural	agricultural	ADJ
ajam-216	4	10	household	household	NOUN
ajam-216	4	11	welfare	welfare	NOUN
ajam-216	4	12	in	in	ADP
ajam-216	4	13	ghana	ghana	PROPN
ajam-216	4	14	emmanuel	emmanuel	PROPN
ajam-216	4	15	ekow	ekow	PROPN
ajam-216	4	16	asmah	asmah	PROPN
ajam-216	4	17	1755	1755	NUM
ajam-216	4	18	massachusetts	massachusetts	PROPN
ajam-216	4	19	avenue	avenue	PROPN
ajam-216	4	20	,	,	PUNCT
ajam-216	4	21	nw	nw	PROPN
ajam-216	4	22	,	,	PUNCT
ajam-216	4	23	washington	washington	PROPN
ajam-216	4	24	,	,	PUNCT
ajam-216	4	25	dc	dc	PROPN
ajam-216	4	26	,	,	PUNCT
ajam-216	4	27	20036	20036	NUM
ajam-216	4	28	-	-	SYM
ajam-216	4	29	2103	2103	NUM
ajam-216	4	30	,	,	PUNCT
ajam-216	4	31	u.s.a	u.s.a	NOUN
ajam-216	4	32	.	.	PUNCT
ajam-216	5	1	e	e	X
ajam-216	5	2	-	-	NOUN
ajam-216	5	3	mail	mail	NOUN
ajam-216	5	4	:	:	PUNCT
ajam-216	6	1	easmah@brookings.edu	easmah@brookings.edu	VERB
ajam-216	6	2	tel	tel	NOUN
ajam-216	6	3	:	:	PUNCT
ajam-216	6	4	+1	+1	PROPN
ajam-216	6	5	-	-	PUNCT
ajam-216	6	6	703	703	NUM
ajam-216	6	7	-	-	PUNCT
ajam-216	6	8	629	629	NUM
ajam-216	6	9	-	-	SYM
ajam-216	6	10	6174	6174	NUM
ajam-216	6	11	.	.	PUNCT
ajam-216	7	1	accepted	accept	VERB
ajam-216	7	2	19	19	NUM
ajam-216	7	3	august	august	PROPN
ajam-216	7	4	,	,	PUNCT
ajam-216	7	5	2018	2018	NUM
ajam-216	7	6	sufficient	sufficient	ADJ
ajam-216	7	7	time	time	NOUN
ajam-216	7	8	has	have	AUX
ajam-216	7	9	elapsed	elapse	VERB
ajam-216	7	10	since	since	SCONJ
ajam-216	7	11	agricultural	agricultural	ADJ
ajam-216	7	12	sector	sector	NOUN
ajam-216	7	13	reforms	reform	NOUN
ajam-216	7	14	got	get	VERB
ajam-216	7	15	underway	underway	ADJ
ajam-216	7	16	in	in	ADP
ajam-216	7	17	ghana	ghana	PROPN
ajam-216	7	18	and	and	CCONJ
ajam-216	7	19	so	so	ADV
ajam-216	7	20	this	this	DET
ajam-216	7	21	study	study	NOUN
ajam-216	7	22	examined	examine	VERB
ajam-216	7	23	how	how	SCONJ
ajam-216	7	24	some	some	DET
ajam-216	7	25	selected	select	VERB
ajam-216	7	26	proxies	proxy	NOUN
ajam-216	7	27	of	of	ADP
ajam-216	7	28	the	the	DET
ajam-216	7	29	reforms	reform	NOUN
ajam-216	7	30	have	have	AUX
ajam-216	7	31	changed	change	VERB
ajam-216	7	32	overtime	overtime	NOUN
ajam-216	7	33	and	and	CCONJ
ajam-216	7	34	evaluated	evaluate	VERB
ajam-216	7	35	their	their	PRON
ajam-216	7	36	relative	relative	ADJ
ajam-216	7	37	importance	importance	NOUN
ajam-216	7	38	in	in	ADP
ajam-216	7	39	influencing	influence	VERB
ajam-216	7	40	rural	rural	ADJ
ajam-216	7	41	livelihood	livelihood	NOUN
ajam-216	7	42	diversification	diversification	NOUN
ajam-216	7	43	and	and	CCONJ
ajam-216	7	44	household	household	NOUN
ajam-216	7	45	welfare	welfare	NOUN
ajam-216	7	46	.	.	PUNCT
ajam-216	8	1	in	in	ADP
ajam-216	8	2	doing	do	VERB
ajam-216	8	3	this	this	PRON
ajam-216	8	4	,	,	PUNCT
ajam-216	8	5	data	datum	NOUN
ajam-216	8	6	was	be	AUX
ajam-216	8	7	pooled	pool	VERB
ajam-216	8	8	from	from	ADP
ajam-216	8	9	the	the	DET
ajam-216	8	10	1991/1992	1991/1992	NUM
ajam-216	8	11	and	and	CCONJ
ajam-216	8	12	2005/2006	2005/2006	NUM
ajam-216	8	13	ghana	ghana	PROPN
ajam-216	8	14	living	living	NOUN
ajam-216	8	15	standards	standard	NOUN
ajam-216	8	16	survey	survey	NOUN
ajam-216	8	17	(	(	PUNCT
ajam-216	8	18	glss	glss	ADV
ajam-216	8	19	)	)	PUNCT
ajam-216	8	20	and	and	CCONJ
ajam-216	8	21	the	the	DET
ajam-216	8	22	endogenous	endogenous	ADJ
ajam-216	8	23	switching	switching	NOUN
ajam-216	8	24	regression	regression	NOUN
ajam-216	8	25	technique	technique	NOUN
ajam-216	8	26	was	be	AUX
ajam-216	8	27	employed	employ	VERB
ajam-216	8	28	.	.	PUNCT
ajam-216	9	1	diversified	diversify	VERB
ajam-216	9	2	households	household	NOUN
ajam-216	9	3	and	and	CCONJ
ajam-216	9	4	less	less	ADV
ajam-216	9	5	diversified	diversified	ADJ
ajam-216	9	6	households	household	NOUN
ajam-216	9	7	differed	differ	VERB
ajam-216	9	8	significantly	significantly	ADV
ajam-216	9	9	in	in	ADP
ajam-216	9	10	terms	term	NOUN
ajam-216	9	11	of	of	ADP
ajam-216	9	12	variables	variable	NOUN
ajam-216	9	13	related	relate	VERB
ajam-216	9	14	to	to	ADP
ajam-216	9	15	household	household	NOUN
ajam-216	9	16	assets	asset	NOUN
ajam-216	9	17	,	,	PUNCT
ajam-216	9	18	markets	market	NOUN
ajam-216	9	19	and	and	CCONJ
ajam-216	9	20	institutions	institution	NOUN
ajam-216	9	21	.	.	PUNCT
ajam-216	10	1	both	both	DET
ajam-216	10	2	household	household	NOUN
ajam-216	10	3	welfare	welfare	NOUN
ajam-216	10	4	and	and	CCONJ
ajam-216	10	5	rural	rural	ADJ
ajam-216	10	6	non	non	ADJ
ajam-216	10	7	-	-	ADJ
ajam-216	10	8	farm	farm	ADJ
ajam-216	10	9	diversification	diversification	NOUN
ajam-216	10	10	decisions	decision	NOUN
ajam-216	10	11	are	be	AUX
ajam-216	10	12	mostly	mostly	ADV
ajam-216	10	13	driven	drive	VERB
ajam-216	10	14	by	by	ADP
ajam-216	10	15	household	household	NOUN
ajam-216	10	16	assets	asset	NOUN
ajam-216	10	17	including	include	VERB
ajam-216	10	18	good	good	ADJ
ajam-216	10	19	health	health	NOUN
ajam-216	10	20	,	,	PUNCT
ajam-216	10	21	education	education	NOUN
ajam-216	10	22	,	,	PUNCT
ajam-216	10	23	and	and	CCONJ
ajam-216	10	24	household	household	NOUN
ajam-216	10	25	age	age	NOUN
ajam-216	10	26	composition	composition	NOUN
ajam-216	10	27	.	.	PUNCT
ajam-216	11	1	households	household	NOUN
ajam-216	11	2	who	who	PRON
ajam-216	11	3	live	live	VERB
ajam-216	11	4	in	in	ADP
ajam-216	11	5	communities	community	NOUN
ajam-216	11	6	with	with	ADP
ajam-216	11	7	access	access	NOUN
ajam-216	11	8	to	to	ADP
ajam-216	11	9	fertilizers	fertilizer	NOUN
ajam-216	11	10	,	,	PUNCT
ajam-216	11	11	public	public	ADJ
ajam-216	11	12	transports	transport	NOUN
ajam-216	11	13	and	and	CCONJ
ajam-216	11	14	local	local	ADJ
ajam-216	11	15	produce	produce	NOUN
ajam-216	11	16	markets	market	NOUN
ajam-216	11	17	are	be	AUX
ajam-216	11	18	more	more	ADV
ajam-216	11	19	likely	likely	ADJ
ajam-216	11	20	to	to	PART
ajam-216	11	21	engage	engage	VERB
ajam-216	11	22	in	in	ADP
ajam-216	11	23	non	non	ADJ
ajam-216	11	24	-	-	ADJ
ajam-216	11	25	farm	farm	ADJ
ajam-216	11	26	diversification	diversification	NOUN
ajam-216	11	27	and	and	CCONJ
ajam-216	11	28	enjoy	enjoy	VERB
ajam-216	11	29	improved	improved	ADJ
ajam-216	11	30	welfare	welfare	NOUN
ajam-216	11	31	.	.	PUNCT
ajam-216	12	1	the	the	DET
ajam-216	12	2	importance	importance	NOUN
ajam-216	12	3	of	of	ADP
ajam-216	12	4	access	access	NOUN
ajam-216	12	5	to	to	ADP
ajam-216	12	6	tv	tv	NOUN
ajam-216	12	7	and	and	CCONJ
ajam-216	12	8	radio	radio	NOUN
ajam-216	12	9	as	as	ADP
ajam-216	12	10	effective	effective	ADJ
ajam-216	12	11	mass	mass	ADJ
ajam-216	12	12	media	medium	NOUN
ajam-216	12	13	tools	tool	NOUN
ajam-216	12	14	in	in	ADP
ajam-216	12	15	influencing	influence	VERB
ajam-216	12	16	household	household	NOUN
ajam-216	12	17	behavior	behavior	NOUN
ajam-216	12	18	is	be	AUX
ajam-216	12	19	underscored	underscore	VERB
ajam-216	12	20	in	in	ADP
ajam-216	12	21	the	the	DET
ajam-216	12	22	analysis	analysis	NOUN
ajam-216	12	23	.	.	PUNCT
ajam-216	13	1	targeting	target	VERB
ajam-216	13	2	interventions	intervention	NOUN
ajam-216	13	3	that	that	PRON
ajam-216	13	4	enhance	enhance	VERB
ajam-216	13	5	livelihood	livelihood	NOUN
ajam-216	13	6	diversification	diversification	NOUN
ajam-216	13	7	would	would	AUX
ajam-216	13	8	ultimately	ultimately	ADV
ajam-216	13	9	have	have	VERB
ajam-216	13	10	a	a	DET
ajam-216	13	11	positive	positive	ADJ
ajam-216	13	12	impact	impact	NOUN
ajam-216	13	13	on	on	ADP
ajam-216	13	14	household	household	NOUN
ajam-216	13	15	welfare	welfare	NOUN
ajam-216	13	16	.	.	PUNCT
ajam-216	14	1	key	key	ADJ
ajam-216	14	2	words	word	NOUN
ajam-216	14	3	:	:	PUNCT
ajam-216	14	4	rural	rural	ADJ
ajam-216	14	5	,	,	PUNCT
ajam-216	14	6	diversification	diversification	NOUN
ajam-216	14	7	,	,	PUNCT
ajam-216	14	8	agriculture	agriculture	NOUN
ajam-216	14	9	,	,	PUNCT
ajam-216	14	10	household	household	NOUN
ajam-216	14	11	welfare	welfare	NOUN
ajam-216	14	12	,	,	PUNCT
ajam-216	14	13	switching	switch	VERB
ajam-216	14	14	regression	regression	NOUN
ajam-216	14	15	.	.	PUNCT
ajam-216	15	1	introduction	introduction	NOUN
ajam-216	15	2	ghana	ghana	PROPN
ajam-216	15	3	has	have	AUX
ajam-216	15	4	for	for	ADP
ajam-216	15	5	over	over	ADP
ajam-216	15	6	the	the	DET
ajam-216	15	7	past	past	ADJ
ajam-216	15	8	two	two	NUM
ajam-216	15	9	decades	decade	NOUN
ajam-216	15	10	been	be	AUX
ajam-216	15	11	involved	involve	VERB
ajam-216	15	12	in	in	ADP
ajam-216	15	13	a	a	DET
ajam-216	15	14	wide	wide	ADJ
ajam-216	15	15	-	-	PUNCT
ajam-216	15	16	range	range	NOUN
ajam-216	15	17	of	of	ADP
ajam-216	15	18	economic	economic	ADJ
ajam-216	15	19	reforms	reform	NOUN
ajam-216	15	20	aimed	aim	VERB
ajam-216	15	21	at	at	ADP
ajam-216	15	22	creating	create	VERB
ajam-216	15	23	an	an	DET
ajam-216	15	24	enabling	enable	VERB
ajam-216	15	25	environment	environment	NOUN
ajam-216	15	26	for	for	ADP
ajam-216	15	27	sustainable	sustainable	ADJ
ajam-216	15	28	growth	growth	NOUN
ajam-216	15	29	and	and	CCONJ
ajam-216	15	30	development	development	NOUN
ajam-216	15	31	.	.	PUNCT
ajam-216	16	1	these	these	DET
ajam-216	16	2	reforms	reform	NOUN
ajam-216	16	3	which	which	PRON
ajam-216	16	4	began	begin	VERB
ajam-216	16	5	under	under	ADP
ajam-216	16	6	the	the	DET
ajam-216	16	7	framework	framework	NOUN
ajam-216	16	8	of	of	ADP
ajam-216	16	9	the	the	DET
ajam-216	16	10	structural	structural	ADJ
ajam-216	16	11	adjustment	adjustment	NOUN
ajam-216	16	12	program	program	NOUN
ajam-216	16	13	marked	mark	VERB
ajam-216	16	14	the	the	DET
ajam-216	16	15	beginning	beginning	NOUN
ajam-216	16	16	of	of	ADP
ajam-216	16	17	the	the	DET
ajam-216	16	18	deregulation	deregulation	NOUN
ajam-216	16	19	of	of	ADP
ajam-216	16	20	the	the	DET
ajam-216	16	21	economy	economy	NOUN
ajam-216	16	22	and	and	CCONJ
ajam-216	16	23	its	its	PRON
ajam-216	16	24	transformation	transformation	NOUN
ajam-216	16	25	from	from	ADP
ajam-216	16	26	an	an	DET
ajam-216	16	27	inefficient	inefficient	ADJ
ajam-216	16	28	and	and	CCONJ
ajam-216	16	29	import	import	NOUN
ajam-216	16	30	-	-	PUNCT
ajam-216	16	31	dependent	dependent	ADJ
ajam-216	16	32	economy	economy	NOUN
ajam-216	16	33	to	to	ADP
ajam-216	16	34	one	one	NUM
ajam-216	16	35	that	that	PRON
ajam-216	16	36	is	be	AUX
ajam-216	16	37	diversified	diversified	ADJ
ajam-216	16	38	,	,	PUNCT
ajam-216	16	39	dynamic	dynamic	ADJ
ajam-216	16	40	,	,	PUNCT
ajam-216	16	41	efficient	efficient	ADJ
ajam-216	16	42	and	and	CCONJ
ajam-216	16	43	export	export	NOUN
ajam-216	16	44	-	-	PUNCT
ajam-216	16	45	oriented	orient	VERB
ajam-216	16	46	with	with	ADP
ajam-216	16	47	a	a	DET
ajam-216	16	48	greater	great	ADJ
ajam-216	16	49	role	role	NOUN
ajam-216	16	50	for	for	ADP
ajam-216	16	51	the	the	DET
ajam-216	16	52	private	private	ADJ
ajam-216	16	53	sector	sector	NOUN
ajam-216	16	54	(	(	PUNCT
ajam-216	16	55	aryeetey	aryeetey	PROPN
ajam-216	16	56	et	et	PROPN
ajam-216	16	57	al	al	PROPN
ajam-216	16	58	.	.	PROPN
ajam-216	16	59	,	,	PUNCT
ajam-216	16	60	2000	2000	NUM
ajam-216	16	61	)	)	PUNCT
ajam-216	16	62	.	.	PUNCT
ajam-216	17	1	within	within	ADP
ajam-216	17	2	the	the	DET
ajam-216	17	3	agricultural	agricultural	ADJ
ajam-216	17	4	sector	sector	NOUN
ajam-216	17	5	,	,	PUNCT
ajam-216	17	6	the	the	DET
ajam-216	17	7	reforms	reform	NOUN
ajam-216	17	8	were	be	AUX
ajam-216	17	9	implemented	implement	VERB
ajam-216	17	10	within	within	ADP
ajam-216	17	11	the	the	DET
ajam-216	17	12	context	context	NOUN
ajam-216	17	13	to	to	ADP
ajam-216	17	14	the	the	DET
ajam-216	17	15	medium	medium	ADJ
ajam-216	17	16	term	term	NOUN
ajam-216	17	17	agricultural	agricultural	ADJ
ajam-216	17	18	development	development	NOUN
ajam-216	17	19	program	program	NOUN
ajam-216	17	20	(	(	PUNCT
ajam-216	17	21	mtadp	mtadp	ADJ
ajam-216	17	22	,	,	PUNCT
ajam-216	17	23	1991	1991	NUM
ajam-216	17	24	-	-	SYM
ajam-216	17	25	2000	2000	NUM
ajam-216	17	26	)	)	PUNCT
ajam-216	17	27	.	.	PUNCT
ajam-216	18	1	agricultural	agricultural	ADJ
ajam-216	18	2	policies	policy	NOUN
ajam-216	18	3	were	be	AUX
ajam-216	18	4	supported	support	VERB
ajam-216	18	5	by	by	ADP
ajam-216	18	6	a	a	DET
ajam-216	18	7	massive	massive	ADJ
ajam-216	18	8	rural	rural	ADJ
ajam-216	18	9	development	development	NOUN
ajam-216	18	10	scheme	scheme	NOUN
ajam-216	18	11	,	,	PUNCT
ajam-216	18	12	designed	design	VERB
ajam-216	18	13	to	to	PART
ajam-216	18	14	provide	provide	VERB
ajam-216	18	15	the	the	DET
ajam-216	18	16	basic	basic	ADJ
ajam-216	18	17	infrastructure	infrastructure	NOUN
ajam-216	18	18	of	of	ADP
ajam-216	18	19	roads	road	NOUN
ajam-216	18	20	,	,	PUNCT
ajam-216	18	21	water	water	NOUN
ajam-216	18	22	and	and	CCONJ
ajam-216	18	23	electricity	electricity	NOUN
ajam-216	18	24	that	that	PRON
ajam-216	18	25	would	would	AUX
ajam-216	18	26	encourage	encourage	VERB
ajam-216	18	27	people	people	NOUN
ajam-216	18	28	to	to	PART
ajam-216	18	29	stay	stay	VERB
ajam-216	18	30	in	in	ADP
ajam-216	18	31	the	the	DET
ajam-216	18	32	rural	rural	ADJ
ajam-216	18	33	areas	area	NOUN
ajam-216	18	34	rather	rather	ADV
ajam-216	18	35	than	than	ADP
ajam-216	18	36	migrate	migrate	VERB
ajam-216	18	37	to	to	ADP
ajam-216	18	38	the	the	DET
ajam-216	18	39	overpopulated	overpopulated	ADJ
ajam-216	18	40	urban	urban	ADJ
ajam-216	18	41	areas	area	NOUN
ajam-216	18	42	.	.	PUNCT
ajam-216	19	1	in	in	ADP
ajam-216	19	2	the	the	DET
ajam-216	19	3	cocoa	cocoa	NOUN
ajam-216	19	4	sub	sub	NOUN
ajam-216	19	5	-	-	NOUN
ajam-216	19	6	sector	sector	NOUN
ajam-216	19	7	,	,	PUNCT
ajam-216	19	8	the	the	DET
ajam-216	19	9	multiple	multiple	ADJ
ajam-216	19	10	buying	buying	NOUN
ajam-216	19	11	systems	system	NOUN
ajam-216	19	12	,	,	PUNCT
ajam-216	19	13	involving	involve	VERB
ajam-216	19	14	several	several	ADJ
ajam-216	19	15	companies	company	NOUN
ajam-216	19	16	,	,	PUNCT
ajam-216	19	17	was	be	AUX
ajam-216	19	18	reestablished	reestablish	VERB
ajam-216	19	19	to	to	PART
ajam-216	19	20	replace	replace	VERB
ajam-216	19	21	the	the	DET
ajam-216	19	22	monopoly	monopoly	NOUN
ajam-216	19	23	enjoyed	enjoy	VERB
ajam-216	19	24	by	by	ADP
ajam-216	19	25	the	the	DET
ajam-216	19	26	united	united	PROPN
ajam-216	19	27	ghana	ghana	PROPN
ajam-216	19	28	farmers	farmers	PROPN
ajam-216	19	29	co	co	ADJ
ajam-216	19	30	-	-	ADJ
ajam-216	19	31	operative	operative	ADJ
ajam-216	19	32	council	council	NOUN
ajam-216	19	33	.	.	PUNCT
ajam-216	20	1	as	as	ADP
ajam-216	20	2	part	part	NOUN
ajam-216	20	3	of	of	ADP
ajam-216	20	4	the	the	DET
ajam-216	20	5	liberalization	liberalization	NOUN
ajam-216	20	6	program	program	NOUN
ajam-216	20	7	,	,	PUNCT
ajam-216	20	8	the	the	DET
ajam-216	20	9	guaranteed	guarantee	VERB
ajam-216	20	10	minimum	minimum	ADJ
ajam-216	20	11	prices	price	NOUN
ajam-216	20	12	for	for	ADP
ajam-216	20	13	maize	maize	NOUN
ajam-216	20	14	and	and	CCONJ
ajam-216	20	15	rice	rice	NOUN
ajam-216	20	16	were	be	AUX
ajam-216	20	17	abolished	abolish	VERB
ajam-216	20	18	and	and	CCONJ
ajam-216	20	19	all	all	DET
ajam-216	20	20	subsidies	subsidy	NOUN
ajam-216	20	21	were	be	AUX
ajam-216	20	22	removed	remove	VERB
ajam-216	20	23	including	include	VERB
ajam-216	20	24	those	those	PRON
ajam-216	20	25	for	for	ADP
ajam-216	20	26	agricultural	agricultural	ADJ
ajam-216	20	27	inputs	input	NOUN
ajam-216	20	28	,	,	PUNCT
ajam-216	20	29	notably	notably	ADV
ajam-216	20	30	fertilizers	fertilizer	NOUN
ajam-216	20	31	,	,	PUNCT
ajam-216	20	32	insecticides	insecticide	NOUN
ajam-216	20	33	and	and	CCONJ
ajam-216	20	34	fungicides	fungicide	NOUN
ajam-216	20	35	(	(	PUNCT
ajam-216	20	36	seini	seini	ADJ
ajam-216	20	37	,	,	PUNCT
ajam-216	20	38	2002	2002	NUM
ajam-216	20	39	)	)	PUNCT
ajam-216	20	40	.	.	PUNCT
ajam-216	21	1	in	in	ADP
ajam-216	21	2	addition	addition	NOUN
ajam-216	21	3	,	,	PUNCT
ajam-216	21	4	the	the	DET
ajam-216	21	5	procurement	procurement	NOUN
ajam-216	21	6	and	and	CCONJ
ajam-216	21	7	distribution	distribution	NOUN
ajam-216	21	8	of	of	ADP
ajam-216	21	9	these	these	DET
ajam-216	21	10	inputs	input	NOUN
ajam-216	21	11	(	(	PUNCT
ajam-216	21	12	which	which	PRON
ajam-216	21	13	was	be	AUX
ajam-216	21	14	hitherto	hitherto	VERB
ajam-216	21	15	the	the	DET
ajam-216	21	16	responsibility	responsibility	NOUN
ajam-216	21	17	of	of	ADP
ajam-216	21	18	the	the	DET
ajam-216	21	19	mofa	mofa	PROPN
ajam-216	21	20	and	and	CCONJ
ajam-216	21	21	cocobod	cocobod	VERB
ajam-216	21	22	)	)	PUNCT
ajam-216	21	23	were	be	AUX
ajam-216	21	24	privatized	privatize	VERB
ajam-216	21	25	in	in	ADP
ajam-216	21	26	order	order	NOUN
ajam-216	21	27	to	to	PART
ajam-216	21	28	enhance	enhance	VERB
ajam-216	21	29	competition	competition	NOUN
ajam-216	21	30	and	and	CCONJ
ajam-216	21	31	efficiency	efficiency	NOUN
ajam-216	21	32	in	in	ADP
ajam-216	21	33	agricultural	agricultural	ADJ
ajam-216	21	34	input	input	NOUN
ajam-216	21	35	marketing	marketing	NOUN
ajam-216	21	36	.	.	PUNCT
ajam-216	22	1	even	even	ADV
ajam-216	22	2	though	though	SCONJ
ajam-216	22	3	the	the	DET
ajam-216	22	4	reforms	reform	NOUN
ajam-216	22	5	seem	seem	VERB
ajam-216	22	6	to	to	PART
ajam-216	22	7	be	be	AUX
ajam-216	22	8	paying	pay	VERB
ajam-216	22	9	off	off	ADP
ajam-216	22	10	on	on	ADP
ajam-216	22	11	many	many	ADJ
ajam-216	22	12	aspects	aspect	NOUN
ajam-216	22	13	of	of	ADP
ajam-216	22	14	the	the	DET
ajam-216	22	15	economy	economy	NOUN
ajam-216	22	16	,	,	PUNCT
ajam-216	22	17	a	a	DET
ajam-216	22	18	number	number	NOUN
ajam-216	22	19	of	of	ADP
ajam-216	22	20	structural	structural	ADJ
ajam-216	22	21	challenges	challenge	NOUN
ajam-216	22	22	still	still	ADV
ajam-216	22	23	remain	remain	VERB
ajam-216	22	24	.	.	PUNCT
ajam-216	23	1	for	for	ADP
ajam-216	23	2	example	example	NOUN
ajam-216	23	3	,	,	PUNCT
ajam-216	23	4	the	the	DET
ajam-216	23	5	agricultural	agricultural	ADJ
ajam-216	23	6	sector	sector	NOUN
ajam-216	23	7	continues	continue	VERB
ajam-216	23	8	to	to	PART
ajam-216	23	9	be	be	AUX
ajam-216	23	10	characterized	characterize	VERB
ajam-216	23	11	by	by	ADP
ajam-216	23	12	low	low	ADJ
ajam-216	23	13	levels	level	NOUN
ajam-216	23	14	of	of	ADP
ajam-216	23	15	productivity	productivity	NOUN
ajam-216	23	16	.	.	PUNCT
ajam-216	24	1	farm	farm	NOUN
ajam-216	24	2	yields	yield	NOUN
ajam-216	24	3	per	per	ADP
ajam-216	24	4	hectare	hectare	NOUN
ajam-216	24	5	in	in	ADP
ajam-216	24	6	ghana	ghana	PROPN
ajam-216	24	7	are	be	AUX
ajam-216	24	8	among	among	ADP
ajam-216	24	9	the	the	DET
ajam-216	24	10	lowest	low	ADJ
ajam-216	24	11	in	in	ADP
ajam-216	24	12	the	the	DET
ajam-216	24	13	world	world	NOUN
ajam-216	24	14	.	.	PUNCT
ajam-216	25	1	cocoa	cocoa	NOUN
ajam-216	25	2	yields	yield	NOUN
ajam-216	25	3	for	for	ADP
ajam-216	25	4	example	example	NOUN
ajam-216	25	5	in	in	ADP
ajam-216	25	6	ghana	ghana	PROPN
ajam-216	25	7	are	be	AUX
ajam-216	25	8	much	much	ADV
ajam-216	25	9	lower	low	ADJ
ajam-216	25	10	than	than	ADP
ajam-216	25	11	in	in	ADP
ajam-216	25	12	neighboring	neighboring	NOUN
ajam-216	25	13	cote	cote	PROPN
ajam-216	25	14	d'ivoire	d'ivoire	NOUN
ajam-216	25	15	at	at	ADP
ajam-216	25	16	350	350	NUM
ajam-216	25	17	kg	kg	NOUN
ajam-216	25	18	per	per	ADP
ajam-216	25	19	hectare	hectare	NOUN
ajam-216	25	20	compared	compare	VERB
ajam-216	25	21	with	with	ADP
ajam-216	25	22	800	800	NUM
ajam-216	25	23	kg	kg	NOUN
ajam-216	25	24	per	per	ADP
ajam-216	25	25	hectare	hectare	NOUN
ajam-216	25	26	(	(	PUNCT
ajam-216	25	27	africa	africa	PROPN
ajam-216	25	28	growth	growth	PROPN
ajam-216	25	29	initiative	initiative	PROPN
ajam-216	25	30	report	report	NOUN
ajam-216	25	31	,	,	PUNCT
ajam-216	25	32	2010	2010	NUM
ajam-216	25	33	)	)	PUNCT
ajam-216	25	34	.	.	PUNCT
ajam-216	26	1	while	while	SCONJ
ajam-216	26	2	advanced	advanced	ADJ
ajam-216	26	3	economies	economy	NOUN
ajam-216	26	4	are	be	AUX
ajam-216	26	5	using	use	VERB
ajam-216	26	6	more	more	ADJ
ajam-216	26	7	than	than	ADP
ajam-216	26	8	100	100	NUM
ajam-216	26	9	kg	kg	NOUN
ajam-216	26	10	of	of	ADP
ajam-216	26	11	fertilizer	fertilizer	NOUN
ajam-216	26	12	per	per	ADP
ajam-216	26	13	hectare	hectare	NOUN
ajam-216	26	14	and	and	CCONJ
ajam-216	26	15	producing	produce	VERB
ajam-216	26	16	thousands	thousand	NOUN
ajam-216	26	17	of	of	ADP
ajam-216	26	18	kilograms	kilogram	NOUN
ajam-216	26	19	of	of	ADP
ajam-216	26	20	cereal	cereal	NOUN
ajam-216	26	21	per	per	ADP
ajam-216	26	22	hectare	hectare	NOUN
ajam-216	26	23	,	,	PUNCT
ajam-216	26	24	ghana‟s	ghana‟s	VERB
ajam-216	26	25	use	use	NOUN
ajam-216	26	26	of	of	ADP
ajam-216	26	27	fertilizer	fertilizer	NOUN
ajam-216	26	28	is	be	AUX
ajam-216	26	29	about	about	ADV
ajam-216	26	30	20	20	NUM
ajam-216	26	31	kg	kg	NOUN
ajam-216	26	32	per	per	ADP
ajam-216	26	33	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	X
ajam-216	26	34	ha	ha	INTJ
ajam-216	26	35	(	(	PUNCT
ajam-216	26	36	isser	isser	PROPN
ajam-216	26	37	,	,	PUNCT
ajam-216	26	38	2009	2009	NUM
ajam-216	26	39	)	)	PUNCT
ajam-216	26	40	.	.	PUNCT
ajam-216	27	1	the	the	DET
ajam-216	27	2	traditional	traditional	ADJ
ajam-216	27	3	dependence	dependence	NOUN
ajam-216	27	4	on	on	ADP
ajam-216	27	5	rain	rain	NOUN
ajam-216	27	6	-	-	PUNCT
ajam-216	27	7	fed	feed	VERB
ajam-216	27	8	agriculture	agriculture	NOUN
ajam-216	27	9	is	be	AUX
ajam-216	27	10	still	still	ADV
ajam-216	27	11	prevalent	prevalent	ADJ
ajam-216	27	12	in	in	ADP
ajam-216	27	13	ghana	ghana	PROPN
ajam-216	27	14	and	and	CCONJ
ajam-216	27	15	weather	weather	NOUN
ajam-216	27	16	patterns	pattern	NOUN
ajam-216	27	17	are	be	AUX
ajam-216	27	18	increasingly	increasingly	ADV
ajam-216	27	19	unpredictable	unpredictable	ADJ
ajam-216	27	20	and	and	CCONJ
ajam-216	27	21	unreliable	unreliable	ADJ
ajam-216	27	22	.	.	PUNCT
ajam-216	28	1	the	the	DET
ajam-216	28	2	sector	sector	NOUN
ajam-216	28	3	continues	continue	VERB
ajam-216	28	4	to	to	PART
ajam-216	28	5	be	be	AUX
ajam-216	28	6	dominated	dominate	VERB
ajam-216	28	7	by	by	ADP
ajam-216	28	8	small	small	ADJ
ajam-216	28	9	holder	holder	NOUN
ajam-216	28	10	farms	farm	NOUN
ajam-216	28	11	(	(	PUNCT
ajam-216	28	12	less	less	ADJ
ajam-216	28	13	than	than	ADP
ajam-216	28	14	3	3	NUM
ajam-216	28	15	hectors	hector	NOUN
ajam-216	28	16	)	)	PUNCT
ajam-216	28	17	with	with	ADP
ajam-216	28	18	low	low	ADJ
ajam-216	28	19	use	use	NOUN
ajam-216	28	20	of	of	ADP
ajam-216	28	21	new	new	ADJ
ajam-216	28	22	technology	technology	NOUN
ajam-216	28	23	.	.	PUNCT
ajam-216	29	1	given	give	VERB
ajam-216	29	2	that	that	DET
ajam-216	29	3	agriculture	agriculture	NOUN
ajam-216	29	4	is	be	AUX
ajam-216	29	5	a	a	DET
ajam-216	29	6	large	large	ADJ
ajam-216	29	7	sector	sector	NOUN
ajam-216	29	8	in	in	ADP
ajam-216	29	9	ghana‟s	ghana‟s	NOUN
ajam-216	29	10	economy	economy	NOUN
ajam-216	29	11	and	and	CCONJ
ajam-216	29	12	provides	provide	VERB
ajam-216	29	13	livelihood	livelihood	NOUN
ajam-216	29	14	for	for	ADP
ajam-216	29	15	over	over	ADP
ajam-216	29	16	60	60	NUM
ajam-216	29	17	%	%	NOUN
ajam-216	29	18	of	of	ADP
ajam-216	29	19	the	the	DET
ajam-216	29	20	population	population	NOUN
ajam-216	29	21	,	,	PUNCT
ajam-216	29	22	it	it	PRON
ajam-216	29	23	is	be	AUX
ajam-216	29	24	also	also	ADV
ajam-216	29	25	reasonable	reasonable	ADJ
ajam-216	29	26	to	to	PART
ajam-216	29	27	suspect	suspect	VERB
ajam-216	29	28	that	that	SCONJ
ajam-216	29	29	the	the	DET
ajam-216	29	30	sector‟s	sector‟s	ADJ
ajam-216	29	31	lack	lack	NOUN
ajam-216	29	32	of	of	ADP
ajam-216	29	33	transformation	transformation	NOUN
ajam-216	29	34	may	may	AUX
ajam-216	29	35	be	be	AUX
ajam-216	29	36	a	a	DET
ajam-216	29	37	significant	significant	ADJ
ajam-216	29	38	contributory	contributory	NOUN
ajam-216	29	39	factor	factor	NOUN
ajam-216	29	40	to	to	ADP
ajam-216	29	41	the	the	DET
ajam-216	29	42	food	food	NOUN
ajam-216	29	43	security	security	NOUN
ajam-216	29	44	and	and	CCONJ
ajam-216	29	45	poverty	poverty	NOUN
ajam-216	29	46	challenges	challenge	NOUN
ajam-216	29	47	in	in	ADP
ajam-216	29	48	the	the	DET
ajam-216	29	49	country	country	NOUN
ajam-216	29	50	.	.	PUNCT
ajam-216	30	1	according	accord	VERB
ajam-216	30	2	to	to	ADP
ajam-216	30	3	a	a	DET
ajam-216	30	4	usaid	usaid	PROPN
ajam-216	30	5	(	(	PUNCT
ajam-216	30	6	2010	2010	NUM
ajam-216	30	7	)	)	PUNCT
ajam-216	30	8	report	report	NOUN
ajam-216	30	9	,	,	PUNCT
ajam-216	30	10	ghana	ghana	PROPN
ajam-216	30	11	currently	currently	ADV
ajam-216	30	12	has	have	VERB
ajam-216	30	13	nearly	nearly	ADV
ajam-216	30	14	two	two	NUM
ajam-216	30	15	million	million	NUM
ajam-216	30	16	people	people	NOUN
ajam-216	30	17	still	still	ADV
ajam-216	30	18	vulnerable	vulnerable	ADJ
ajam-216	30	19	to	to	ADP
ajam-216	30	20	food	food	NOUN
ajam-216	30	21	insecurity	insecurity	NOUN
ajam-216	30	22	and	and	CCONJ
ajam-216	30	23	food	food	NOUN
ajam-216	30	24	remains	remain	VERB
ajam-216	30	25	a	a	DET
ajam-216	30	26	serious	serious	ADJ
ajam-216	30	27	concern	concern	NOUN
ajam-216	30	28	in	in	ADP
ajam-216	30	29	many	many	ADJ
ajam-216	30	30	parts	part	NOUN
ajam-216	30	31	of	of	ADP
ajam-216	30	32	the	the	DET
ajam-216	30	33	country	country	NOUN
ajam-216	30	34	.	.	PUNCT
ajam-216	31	1	analysis	analysis	NOUN
ajam-216	31	2	of	of	ADP
ajam-216	31	3	poverty	poverty	NOUN
ajam-216	31	4	trends	trend	NOUN
ajam-216	31	5	in	in	ADP
ajam-216	31	6	ghana	ghana	PROPN
ajam-216	31	7	based	base	VERB
ajam-216	31	8	on	on	ADP
ajam-216	31	9	the	the	DET
ajam-216	31	10	results	result	NOUN
ajam-216	31	11	of	of	ADP
ajam-216	31	12	the	the	DET
ajam-216	31	13	ghana	ghana	PROPN
ajam-216	31	14	living	living	NOUN
ajam-216	31	15	standards	standard	NOUN
ajam-216	31	16	survey	survey	NOUN
ajam-216	31	17	,	,	PUNCT
ajam-216	31	18	though	though	SCONJ
ajam-216	31	19	impressive	impressive	ADJ
ajam-216	31	20	also	also	ADV
ajam-216	31	21	leaves	leave	VERB
ajam-216	31	22	much	much	ADJ
ajam-216	31	23	to	to	PART
ajam-216	31	24	be	be	AUX
ajam-216	31	25	desired	desire	VERB
ajam-216	31	26	.	.	PUNCT
ajam-216	32	1	significant	significant	ADJ
ajam-216	32	2	intra	intra	ADJ
ajam-216	32	3	-	-	ADJ
ajam-216	32	4	regional	regional	ADJ
ajam-216	32	5	differences	difference	NOUN
ajam-216	32	6	in	in	ADP
ajam-216	32	7	poverty	poverty	NOUN
ajam-216	32	8	levels	level	NOUN
ajam-216	32	9	exist	exist	VERB
ajam-216	32	10	and	and	CCONJ
ajam-216	32	11	the	the	DET
ajam-216	32	12	speed	speed	NOUN
ajam-216	32	13	of	of	ADP
ajam-216	32	14	the	the	DET
ajam-216	32	15	reduction	reduction	NOUN
ajam-216	32	16	in	in	ADP
ajam-216	32	17	poverty	poverty	NOUN
ajam-216	32	18	still	still	ADV
ajam-216	32	19	remain	remain	VERB
ajam-216	32	20	a	a	DET
ajam-216	32	21	source	source	NOUN
ajam-216	32	22	for	for	ADP
ajam-216	32	23	concern	concern	NOUN
ajam-216	32	24	.	.	PUNCT
ajam-216	33	1	poverty	poverty	NOUN
ajam-216	33	2	levels	level	NOUN
ajam-216	33	3	have	have	AUX
ajam-216	33	4	remained	remain	VERB
ajam-216	33	5	strikingly	strikingly	ADV
ajam-216	33	6	high	high	ADJ
ajam-216	33	7	(	(	PUNCT
ajam-216	33	8	at	at	ADP
ajam-216	33	9	between	between	ADP
ajam-216	33	10	52	52	NUM
ajam-216	33	11	-	-	SYM
ajam-216	33	12	88	88	NUM
ajam-216	33	13	%	%	NOUN
ajam-216	33	14	)	)	PUNCT
ajam-216	33	15	in	in	ADP
ajam-216	33	16	the	the	DET
ajam-216	33	17	three	three	NUM
ajam-216	33	18	northern	northern	ADJ
ajam-216	33	19	northern	northern	ADJ
ajam-216	33	20	,	,	PUNCT
ajam-216	33	21	upper	upper	ADJ
ajam-216	33	22	east	east	NOUN
ajam-216	33	23	and	and	CCONJ
ajam-216	33	24	upper	upper	ADJ
ajam-216	33	25	west	west	NOUN
ajam-216	33	26	(	(	PUNCT
ajam-216	33	27	gss	gss	PROPN
ajam-216	33	28	,	,	PUNCT
ajam-216	33	29	2007	2007	NUM
ajam-216	33	30	)	)	PUNCT
ajam-216	33	31	.	.	PUNCT
ajam-216	34	1	while	while	SCONJ
ajam-216	34	2	recognizing	recognize	VERB
ajam-216	34	3	the	the	DET
ajam-216	34	4	urgent	urgent	ADJ
ajam-216	34	5	need	need	NOUN
ajam-216	34	6	to	to	PART
ajam-216	34	7	maintain	maintain	VERB
ajam-216	34	8	a	a	DET
ajam-216	34	9	robust	robust	ADJ
ajam-216	34	10	agricultural	agricultural	ADJ
ajam-216	34	11	sector	sector	NOUN
ajam-216	34	12	,	,	PUNCT
ajam-216	34	13	it	it	PRON
ajam-216	34	14	is	be	AUX
ajam-216	34	15	increasingly	increasingly	ADV
ajam-216	34	16	becoming	become	VERB
ajam-216	34	17	clear	clear	ADJ
ajam-216	34	18	that	that	SCONJ
ajam-216	34	19	the	the	DET
ajam-216	34	20	agricultural	agricultural	ADJ
ajam-216	34	21	sector	sector	NOUN
ajam-216	34	22	alone	alone	ADV
ajam-216	34	23	can	can	AUX
ajam-216	34	24	not	not	PART
ajam-216	34	25	be	be	AUX
ajam-216	34	26	relied	rely	VERB
ajam-216	34	27	upon	upon	SCONJ
ajam-216	34	28	as	as	ADP
ajam-216	34	29	the	the	DET
ajam-216	34	30	core	core	NOUN
ajam-216	34	31	activity	activity	NOUN
ajam-216	34	32	for	for	ADP
ajam-216	34	33	rural	rural	ADJ
ajam-216	34	34	households	household	NOUN
ajam-216	34	35	as	as	ADP
ajam-216	34	36	a	a	DET
ajam-216	34	37	means	means	NOUN
ajam-216	34	38	of	of	ADP
ajam-216	34	39	improving	improve	VERB
ajam-216	34	40	livelihood	livelihood	NOUN
ajam-216	34	41	and	and	CCONJ
ajam-216	34	42	reducing	reduce	VERB
ajam-216	34	43	poverty	poverty	NOUN
ajam-216	34	44	.	.	PUNCT
ajam-216	35	1	one	one	NUM
ajam-216	35	2	phenomenon	phenomenon	NOUN
ajam-216	35	3	that	that	PRON
ajam-216	35	4	is	be	AUX
ajam-216	35	5	gaining	gain	VERB
ajam-216	35	6	prominence	prominence	NOUN
ajam-216	35	7	in	in	ADP
ajam-216	35	8	the	the	DET
ajam-216	35	9	rural	rural	ADJ
ajam-216	35	10	development	development	NOUN
ajam-216	35	11	literature	literature	NOUN
ajam-216	35	12	is	be	AUX
ajam-216	35	13	the	the	DET
ajam-216	35	14	promotion	promotion	NOUN
ajam-216	35	15	and	and	CCONJ
ajam-216	35	16	support	support	NOUN
ajam-216	35	17	for	for	ADP
ajam-216	35	18	nonfarm	nonfarm	NOUN
ajam-216	35	19	diversification	diversification	NOUN
ajam-216	35	20	opportunities	opportunity	NOUN
ajam-216	35	21	(	(	PUNCT
ajam-216	35	22	stifel	stifel	NOUN
ajam-216	35	23	,	,	PUNCT
ajam-216	35	24	2010	2010	NUM
ajam-216	35	25	)	)	PUNCT
ajam-216	35	26	.	.	PUNCT
ajam-216	36	1	non	non	ADJ
ajam-216	36	2	-	-	ADJ
ajam-216	36	3	farm	farm	ADJ
ajam-216	36	4	economic	economic	ADJ
ajam-216	36	5	activities	activity	NOUN
ajam-216	36	6	include	include	VERB
ajam-216	36	7	seasonal	seasonal	ADJ
ajam-216	36	8	migration	migration	NOUN
ajam-216	36	9	off	off	ADP
ajam-216	36	10	the	the	DET
ajam-216	36	11	farm	farm	NOUN
ajam-216	36	12	to	to	PART
ajam-216	36	13	engage	engage	VERB
ajam-216	36	14	in	in	ADP
ajam-216	36	15	wage	wage	NOUN
ajam-216	36	16	employment	employment	NOUN
ajam-216	36	17	,	,	PUNCT
ajam-216	36	18	handicraft	handicraft	NOUN
ajam-216	36	19	production	production	NOUN
ajam-216	36	20	,	,	PUNCT
ajam-216	36	21	trading	trading	NOUN
ajam-216	36	22	and	and	CCONJ
ajam-216	36	23	processing	processing	NOUN
ajam-216	36	24	of	of	ADP
ajam-216	36	25	agricultural	agricultural	ADJ
ajam-216	36	26	produce	produce	NOUN
ajam-216	36	27	,	,	PUNCT
ajam-216	36	28	provision	provision	NOUN
ajam-216	36	29	of	of	ADP
ajam-216	36	30	agricultural	agricultural	ADJ
ajam-216	36	31	services	service	NOUN
ajam-216	36	32	,	,	PUNCT
ajam-216	36	33	etc	etc	X
ajam-216	36	34	.	.	X
ajam-216	36	35	such	such	ADJ
ajam-216	36	36	non	non	ADJ
ajam-216	36	37	-	-	ADJ
ajam-216	36	38	farm	farm	ADJ
ajam-216	36	39	activities	activity	NOUN
ajam-216	36	40	provide	provide	VERB
ajam-216	36	41	a	a	DET
ajam-216	36	42	way	way	NOUN
ajam-216	36	43	of	of	ADP
ajam-216	36	44	off	off	ADV
ajam-216	36	45	-	-	PUNCT
ajam-216	36	46	setting	set	VERB
ajam-216	36	47	the	the	DET
ajam-216	36	48	diverse	diverse	ADJ
ajam-216	36	49	form	form	NOUN
ajam-216	36	50	of	of	ADP
ajam-216	36	51	risks	risk	NOUN
ajam-216	36	52	and	and	CCONJ
ajam-216	36	53	uncertainties	uncertainty	NOUN
ajam-216	36	54	(	(	PUNCT
ajam-216	36	55	relating	relate	VERB
ajam-216	36	56	to	to	ADP
ajam-216	36	57	climate	climate	NOUN
ajam-216	36	58	,	,	PUNCT
ajam-216	36	59	finance	finance	NOUN
ajam-216	36	60	,	,	PUNCT
ajam-216	36	61	markets	market	NOUN
ajam-216	36	62	,	,	PUNCT
ajam-216	36	63	etc	etc	X
ajam-216	36	64	)	)	PUNCT
ajam-216	36	65	associated	associate	VERB
ajam-216	36	66	with	with	ADP
ajam-216	36	67	agriculture	agriculture	NOUN
ajam-216	36	68	and	and	CCONJ
ajam-216	36	69	creates	create	VERB
ajam-216	36	70	a	a	DET
ajam-216	36	71	way	way	NOUN
ajam-216	36	72	of	of	ADP
ajam-216	36	73	smoothing	smooth	VERB
ajam-216	36	74	income	income	NOUN
ajam-216	36	75	over	over	ADP
ajam-216	36	76	years	year	NOUN
ajam-216	36	77	and	and	CCONJ
ajam-216	36	78	seasons	season	NOUN
ajam-216	36	79	.	.	PUNCT
ajam-216	37	1	the	the	DET
ajam-216	37	2	relative	relative	ADJ
ajam-216	37	3	importance	importance	NOUN
ajam-216	37	4	of	of	ADP
ajam-216	37	5	non	non	ADJ
ajam-216	37	6	-	-	ADJ
ajam-216	37	7	farm	farm	ADJ
ajam-216	37	8	activities	activity	NOUN
ajam-216	37	9	in	in	ADP
ajam-216	37	10	rural	rural	ADJ
ajam-216	37	11	areas	area	NOUN
ajam-216	37	12	is	be	AUX
ajam-216	37	13	well	well	ADV
ajam-216	37	14	documented	document	VERB
ajam-216	37	15	in	in	ADP
ajam-216	37	16	reardon	reardon	PROPN
ajam-216	37	17	(	(	PUNCT
ajam-216	37	18	1997	1997	NUM
ajam-216	37	19	)	)	PUNCT
ajam-216	37	20	,	,	PUNCT
ajam-216	37	21	reardon	reardon	PROPN
ajam-216	37	22	et	et	PROPN
ajam-216	37	23	al	al	PROPN
ajam-216	37	24	.	.	PROPN
ajam-216	38	1	(	(	PUNCT
ajam-216	38	2	2001	2001	NUM
ajam-216	38	3	)	)	PUNCT
ajam-216	38	4	and	and	CCONJ
ajam-216	38	5	barret	barret	VERB
ajam-216	38	6	et	et	PROPN
ajam-216	38	7	al	al	PROPN
ajam-216	38	8	.	.	PROPN
ajam-216	39	1	(	(	PUNCT
ajam-216	39	2	2001	2001	NUM
ajam-216	39	3	)	)	PUNCT
ajam-216	39	4	.	.	PUNCT
ajam-216	40	1	already	already	ADV
ajam-216	40	2	,	,	PUNCT
ajam-216	40	3	there	there	PRON
ajam-216	40	4	is	be	VERB
ajam-216	40	5	evidence	evidence	NOUN
ajam-216	40	6	that	that	SCONJ
ajam-216	40	7	non	non	ADJ
ajam-216	40	8	-	-	ADJ
ajam-216	40	9	farm	farm	ADJ
ajam-216	40	10	activities	activity	NOUN
ajam-216	40	11	in	in	ADP
ajam-216	40	12	both	both	CCONJ
ajam-216	40	13	the	the	DET
ajam-216	40	14	rural	rural	ADJ
ajam-216	40	15	and	and	CCONJ
ajam-216	40	16	urban	urban	ADJ
ajam-216	40	17	areas	area	NOUN
ajam-216	40	18	are	be	AUX
ajam-216	40	19	widespread	widespread	ADJ
ajam-216	40	20	in	in	ADP
ajam-216	40	21	ghana	ghana	PROPN
ajam-216	40	22	.	.	PUNCT
ajam-216	41	1	the	the	DET
ajam-216	41	2	fifth	fifth	ADJ
ajam-216	41	3	round	round	NOUN
ajam-216	41	4	of	of	ADP
ajam-216	41	5	the	the	DET
ajam-216	41	6	ghana	ghana	PROPN
ajam-216	41	7	living	living	NOUN
ajam-216	41	8	standards	standard	NOUN
ajam-216	41	9	survey	survey	NOUN
ajam-216	41	10	(	(	PUNCT
ajam-216	41	11	glss	glss	ADV
ajam-216	41	12	5	5	NUM
ajam-216	41	13	)	)	PUNCT
ajam-216	41	14	estimates	estimate	VERB
ajam-216	41	15	that	that	SCONJ
ajam-216	41	16	approximately	approximately	ADV
ajam-216	41	17	three	three	NUM
ajam-216	41	18	million	million	NUM
ajam-216	41	19	,	,	PUNCT
ajam-216	41	20	two	two	NUM
ajam-216	41	21	hundred	hundred	NUM
ajam-216	41	22	thousand	thousand	NUM
ajam-216	41	23	households	household	NOUN
ajam-216	41	24	representing	represent	VERB
ajam-216	41	25	about	about	ADP
ajam-216	41	26	(	(	PUNCT
ajam-216	41	27	46.4	46.4	NUM
ajam-216	41	28	%	%	NOUN
ajam-216	41	29	)	)	PUNCT
ajam-216	41	30	of	of	ADP
ajam-216	41	31	households	household	NOUN
ajam-216	41	32	in	in	ADP
ajam-216	41	33	ghana	ghana	PROPN
ajam-216	41	34	operate	operate	VERB
ajam-216	41	35	non	non	ADJ
ajam-216	41	36	-	-	ADJ
ajam-216	41	37	farm	farm	ADJ
ajam-216	41	38	enterprises	enterprise	NOUN
ajam-216	41	39	.	.	PUNCT
ajam-216	42	1	a	a	DET
ajam-216	42	2	case	case	NOUN
ajam-216	42	3	study	study	NOUN
ajam-216	42	4	of	of	ADP
ajam-216	42	5	four	four	NUM
ajam-216	42	6	rural	rural	ADJ
ajam-216	42	7	communities	community	NOUN
ajam-216	42	8	in	in	ADP
ajam-216	42	9	three	three	NUM
ajam-216	42	10	ecological	ecological	ADJ
ajam-216	42	11	zones	zone	NOUN
ajam-216	42	12	of	of	ADP
ajam-216	42	13	ghana	ghana	PROPN
ajam-216	42	14	by	by	ADP
ajam-216	42	15	oduro	oduro	NOUN
ajam-216	42	16	and	and	CCONJ
ajam-216	42	17	oseiakoto	oseiakoto	PROPN
ajam-216	42	18	(	(	PUNCT
ajam-216	42	19	2007	2007	NUM
ajam-216	42	20	)	)	PUNCT
ajam-216	42	21	gives	give	VERB
ajam-216	42	22	further	further	ADJ
ajam-216	42	23	credence	credence	NOUN
ajam-216	42	24	to	to	ADP
ajam-216	42	25	this	this	DET
ajam-216	42	26	observation	observation	NOUN
ajam-216	42	27	.	.	PUNCT
ajam-216	43	1	residents	resident	NOUN
ajam-216	43	2	in	in	ADP
ajam-216	43	3	the	the	DET
ajam-216	43	4	villages	village	NOUN
ajam-216	43	5	were	be	AUX
ajam-216	43	6	found	find	VERB
ajam-216	43	7	to	to	PART
ajam-216	43	8	be	be	AUX
ajam-216	43	9	employed	employ	VERB
ajam-216	43	10	in	in	ADP
ajam-216	43	11	a	a	DET
ajam-216	43	12	number	number	NOUN
ajam-216	43	13	of	of	ADP
ajam-216	43	14	non	non	ADJ
ajam-216	43	15	-	-	ADJ
ajam-216	43	16	farm	farm	ADJ
ajam-216	43	17	activities	activity	NOUN
ajam-216	43	18	,	,	PUNCT
ajam-216	43	19	such	such	ADJ
ajam-216	43	20	as	as	ADP
ajam-216	43	21	hairdressing	hairdressing	NOUN
ajam-216	43	22	,	,	PUNCT
ajam-216	43	23	carpentry	carpentry	NOUN
ajam-216	43	24	,	,	PUNCT
ajam-216	43	25	tailoring	tailoring	NOUN
ajam-216	43	26	,	,	PUNCT
ajam-216	43	27	trading	trading	NOUN
ajam-216	43	28	,	,	PUNCT
ajam-216	43	29	„	„	PUNCT
ajam-216	43	30	pito‟	pito‟	NOUN
ajam-216	43	31	brewing	brewing	NOUN
ajam-216	43	32	,	,	PUNCT
ajam-216	43	33	food	food	NOUN
ajam-216	43	34	processing	processing	NOUN
ajam-216	43	35	,	,	PUNCT
ajam-216	43	36	charcoal	charcoal	NOUN
ajam-216	43	37	trading	trading	NOUN
ajam-216	43	38	,	,	PUNCT
ajam-216	43	39	masonry	masonry	NOUN
ajam-216	43	40	,	,	PUNCT
ajam-216	43	41	sewing	sewing	NOUN
ajam-216	43	42	,	,	PUNCT
ajam-216	43	43	teaching	teaching	NOUN
ajam-216	43	44	,	,	PUNCT
ajam-216	43	45	and	and	CCONJ
ajam-216	43	46	nursing	nursing	NOUN
ajam-216	43	47	.	.	PUNCT
ajam-216	44	1	lay	lay	VERB
ajam-216	44	2	and	and	CCONJ
ajam-216	44	3	schuler	schuler	NOUN
ajam-216	44	4	(	(	PUNCT
ajam-216	44	5	2008	2008	NUM
ajam-216	44	6	)	)	PUNCT
ajam-216	44	7	analyzed	analyze	VERB
ajam-216	44	8	changes	change	NOUN
ajam-216	44	9	in	in	ADP
ajam-216	44	10	income	income	NOUN
ajam-216	44	11	portfolios	portfolio	NOUN
ajam-216	44	12	of	of	ADP
ajam-216	44	13	rural	rural	ADJ
ajam-216	44	14	households	household	NOUN
ajam-216	44	15	and	and	CCONJ
ajam-216	44	16	found	find	VERB
ajam-216	44	17	that	that	SCONJ
ajam-216	44	18	asset	asset	NOUN
ajam-216	44	19	-	-	PUNCT
ajam-216	44	20	poor	poor	ADJ
ajam-216	44	21	households	household	NOUN
ajam-216	44	22	,	,	PUNCT
ajam-216	44	23	which	which	PRON
ajam-216	44	24	account	account	VERB
ajam-216	44	25	for	for	ADP
ajam-216	44	26	an	an	DET
ajam-216	44	27	important	important	ADJ
ajam-216	44	28	share	share	NOUN
ajam-216	44	29	of	of	ADP
ajam-216	44	30	the	the	DET
ajam-216	44	31	rural	rural	ADJ
ajam-216	44	32	population	population	NOUN
ajam-216	44	33	,	,	PUNCT
ajam-216	44	34	are	be	AUX
ajam-216	44	35	likely	likely	ADJ
ajam-216	44	36	to	to	PART
ajam-216	44	37	be	be	AUX
ajam-216	44	38	pushed	push	VERB
ajam-216	44	39	into	into	ADP
ajam-216	44	40	activities	activity	NOUN
ajam-216	44	41	off	off	ADP
ajam-216	44	42	the	the	DET
ajam-216	44	43	farm	farm	NOUN
ajam-216	44	44	to	to	PART
ajam-216	44	45	meet	meet	VERB
ajam-216	44	46	subsistence	subsistence	NOUN
ajam-216	44	47	needs	need	NOUN
ajam-216	44	48	.	.	PUNCT
ajam-216	45	1	alhassan	alhassan	PROPN
ajam-216	45	2	and	and	CCONJ
ajam-216	45	3	poulton	poulton	PROPN
ajam-216	45	4	(	(	PUNCT
ajam-216	45	5	2009	2009	NUM
ajam-216	45	6	)	)	PUNCT
ajam-216	45	7	document	document	NOUN
ajam-216	45	8	a	a	DET
ajam-216	45	9	study	study	NOUN
ajam-216	45	10	by	by	ADP
ajam-216	45	11	the	the	DET
ajam-216	45	12	ministry	ministry	PROPN
ajam-216	45	13	of	of	ADP
ajam-216	45	14	food	food	PROPN
ajam-216	45	15	and	and	CCONJ
ajam-216	45	16	agriculture	agriculture	NOUN
ajam-216	45	17	(	(	PUNCT
ajam-216	45	18	mofa	mofa	PROPN
ajam-216	45	19	)	)	PUNCT
ajam-216	45	20	which	which	PRON
ajam-216	45	21	disaggregates	disaggregate	VERB
ajam-216	45	22	households	household	NOUN
ajam-216	45	23	in	in	ADP
ajam-216	45	24	16	16	NUM
ajam-216	45	25	households	household	NOUN
ajam-216	45	26	in	in	ADP
ajam-216	45	27	the	the	DET
ajam-216	45	28	three	three	NUM
ajam-216	45	29	northern	northern	ADJ
ajam-216	45	30	regions	region	NOUN
ajam-216	45	31	(	(	PUNCT
ajam-216	45	32	12	12	NUM
ajam-216	45	33	)	)	PUNCT
ajam-216	45	34	,	,	PUNCT
ajam-216	45	35	brong	brong	PROPN
ajam-216	45	36	ahafo	ahafo	PROPN
ajam-216	45	37	3	3	NUM
ajam-216	45	38	)	)	PUNCT
ajam-216	45	39	and	and	CCONJ
ajam-216	45	40	ashanti	ashanti	PROPN
ajam-216	45	41	region	region	NOUN
ajam-216	45	42	(	(	PUNCT
ajam-216	45	43	1	1	NUM
ajam-216	45	44	)	)	PUNCT
ajam-216	45	45	according	accord	VERB
ajam-216	45	46	to	to	ADP
ajam-216	45	47	their	their	PRON
ajam-216	45	48	livelihood	livelihood	NOUN
ajam-216	45	49	strategies	strategy	NOUN
ajam-216	45	50	as	as	SCONJ
ajam-216	45	51	shown	show	VERB
ajam-216	45	52	in	in	ADP
ajam-216	45	53	table	table	NOUN
ajam-216	45	54	1	1	NUM
ajam-216	45	55	.	.	PUNCT
ajam-216	46	1	these	these	DET
ajam-216	46	2	micro	micro	ADJ
ajam-216	46	3	level	level	NOUN
ajam-216	46	4	evidences	evidence	NOUN
ajam-216	46	5	of	of	ADP
ajam-216	46	6	diversification	diversification	NOUN
ajam-216	46	7	in	in	ADP
ajam-216	46	8	ghana	ghana	PROPN
ajam-216	46	9	are	be	AUX
ajam-216	46	10	also	also	ADV
ajam-216	46	11	mirrored	mirror	VERB
ajam-216	46	12	at	at	ADP
ajam-216	46	13	more	more	ADV
ajam-216	46	14	aggregate	aggregate	ADJ
ajam-216	46	15	sectoral	sectoral	ADJ
ajam-216	46	16	levels	level	NOUN
ajam-216	46	17	.	.	PUNCT
ajam-216	47	1	the	the	DET
ajam-216	47	2	agricultural	agricultural	ADJ
ajam-216	47	3	sector	sector	NOUN
ajam-216	47	4	which	which	PRON
ajam-216	47	5	has	have	VERB
ajam-216	47	6	for	for	ADP
ajam-216	47	7	long	long	ADJ
ajam-216	47	8	dominated	dominate	VERB
ajam-216	47	9	economic	economic	ADJ
ajam-216	47	10	activity	activity	NOUN
ajam-216	47	11	has	have	AUX
ajam-216	47	12	in	in	ADP
ajam-216	47	13	recent	recent	ADJ
ajam-216	47	14	years	year	NOUN
ajam-216	47	15	given	give	VERB
ajam-216	47	16	way	way	NOUN
ajam-216	47	17	to	to	ADP
ajam-216	47	18	the	the	DET
ajam-216	47	19	services	service	NOUN
ajam-216	47	20	sector	sector	NOUN
ajam-216	47	21	(	(	PUNCT
ajam-216	47	22	gog	gog	NOUN
ajam-216	47	23	,	,	PUNCT
ajam-216	47	24	2010	2010	NUM
ajam-216	47	25	)	)	PUNCT
ajam-216	47	26	.	.	PUNCT
ajam-216	48	1	while	while	SCONJ
ajam-216	48	2	some	some	DET
ajam-216	48	3	analysts	analyst	NOUN
ajam-216	48	4	see	see	VERB
ajam-216	48	5	the	the	DET
ajam-216	48	6	growing	grow	VERB
ajam-216	48	7	trend	trend	NOUN
ajam-216	48	8	of	of	ADP
ajam-216	48	9	non	non	ADJ
ajam-216	48	10	-	-	ADJ
ajam-216	48	11	farm	farm	ADJ
ajam-216	48	12	activities	activity	NOUN
ajam-216	48	13	as	as	ADP
ajam-216	48	14	a	a	DET
ajam-216	48	15	natural	natural	ADJ
ajam-216	48	16	progression	progression	NOUN
ajam-216	48	17	from	from	ADP
ajam-216	48	18	a	a	DET
ajam-216	48	19	predominantly	predominantly	ADV
ajam-216	48	20	agrarian	agrarian	ADJ
ajam-216	48	21	economy	economy	NOUN
ajam-216	48	22	into	into	ADP
ajam-216	48	23	a	a	DET
ajam-216	48	24	diversified	diversify	VERB
ajam-216	48	25	and	and	CCONJ
ajam-216	48	26	productivity	productivity	NOUN
ajam-216	48	27	economy	economy	NOUN
ajam-216	48	28	dominated	dominate	VERB
ajam-216	48	29	by	by	ADP
ajam-216	48	30	manufacturing	manufacturing	NOUN
ajam-216	48	31	and	and	CCONJ
ajam-216	48	32	services	service	NOUN
ajam-216	48	33	(	(	PUNCT
ajam-216	48	34	„	„	PUNCT
ajam-216	48	35	push‟	push‟	ADP
ajam-216	48	36	factors	factor	NOUN
ajam-216	48	37	)	)	PUNCT
ajam-216	48	38	,	,	PUNCT
ajam-216	48	39	others	other	NOUN
ajam-216	48	40	(	(	PUNCT
ajam-216	48	41	ellis	ellis	PROPN
ajam-216	48	42	and	and	CCONJ
ajam-216	48	43	freeman	freeman	PROPN
ajam-216	48	44	,	,	PUNCT
ajam-216	48	45	2004	2004	NUM
ajam-216	48	46	)	)	PUNCT
ajam-216	48	47	attribute	attribute	VERB
ajam-216	48	48	the	the	DET
ajam-216	48	49	signs	sign	NOUN
ajam-216	48	50	to	to	ADP
ajam-216	48	51	a	a	DET
ajam-216	48	52	distressed	distressed	ADJ
ajam-216	48	53	agricultural	agricultural	ADJ
ajam-216	48	54	sector	sector	NOUN
ajam-216	48	55	that	that	PRON
ajam-216	48	56	is	be	AUX
ajam-216	48	57	losing	lose	VERB
ajam-216	48	58	its	its	PRON
ajam-216	48	59	labor	labor	NOUN
ajam-216	48	60	force	force	NOUN
ajam-216	48	61	not	not	PART
ajam-216	48	62	as	as	ADP
ajam-216	48	63	a	a	DET
ajam-216	48	64	consequence	consequence	NOUN
ajam-216	48	65	of	of	ADP
ajam-216	48	66	agricultural	agricultural	ADJ
ajam-216	48	67	growth	growth	NOUN
ajam-216	48	68	triggering	trigger	VERB
ajam-216	48	69	growth	growth	NOUN
ajam-216	48	70	in	in	ADP
ajam-216	48	71	other	other	ADJ
ajam-216	48	72	sectors	sector	NOUN
ajam-216	48	73	of	of	ADP
ajam-216	48	74	the	the	DET
ajam-216	48	75	economy	economy	NOUN
ajam-216	48	76	,	,	PUNCT
ajam-216	48	77	but	but	CCONJ
ajam-216	48	78	as	as	ADP
ajam-216	48	79	a	a	DET
ajam-216	48	80	consequence	consequence	NOUN
ajam-216	48	81	of	of	ADP
ajam-216	48	82	lack	lack	NOUN
ajam-216	48	83	of	of	ADP
ajam-216	48	84	growth	growth	NOUN
ajam-216	48	85	or	or	CCONJ
ajam-216	48	86	income	income	NOUN
ajam-216	48	87	opportunities	opportunity	NOUN
ajam-216	48	88	in	in	ADP
ajam-216	48	89	agriculture	agriculture	NOUN
ajam-216	48	90	(	(	PUNCT
ajam-216	48	91	„	„	PUNCT
ajam-216	48	92	pull‟	pull‟	NOUN
ajam-216	48	93	factors	factor	NOUN
ajam-216	48	94	)	)	PUNCT
ajam-216	48	95	.	.	PUNCT
ajam-216	49	1	whichever	whichever	DET
ajam-216	49	2	way	way	NOUN
ajam-216	49	3	one	one	NUM
ajam-216	49	4	looks	look	VERB
ajam-216	49	5	at	at	ADP
ajam-216	49	6	it	it	PRON
ajam-216	49	7	,	,	PUNCT
ajam-216	49	8	policy	policy	NOUN
ajam-216	49	9	makers	maker	NOUN
ajam-216	49	10	ultimately	ultimately	ADV
ajam-216	49	11	have	have	VERB
ajam-216	49	12	a	a	DET
ajam-216	49	13	role	role	NOUN
ajam-216	49	14	to	to	PART
ajam-216	49	15	play	play	VERB
ajam-216	49	16	either	either	ADV
ajam-216	49	17	by	by	ADP
ajam-216	49	18	way	way	NOUN
ajam-216	49	19	of	of	ADP
ajam-216	49	20	providing	provide	VERB
ajam-216	49	21	the	the	DET
ajam-216	49	22	necessary	necessary	ADJ
ajam-216	49	23	incentives	incentive	NOUN
ajam-216	49	24	for	for	ADP
ajam-216	49	25	agricultural	agricultural	ADJ
ajam-216	49	26	households	household	NOUN
ajam-216	49	27	to	to	PART
ajam-216	49	28	maximize	maximize	VERB
ajam-216	49	29	on	on	ADP
ajam-216	49	30	existing	exist	VERB
ajam-216	49	31	opportunities	opportunity	NOUN
ajam-216	49	32	or	or	CCONJ
ajam-216	49	33	try	try	VERB
ajam-216	49	34	to	to	PART
ajam-216	49	35	minimize	minimize	VERB
ajam-216	49	36	the	the	DET
ajam-216	49	37	constraints	constraint	NOUN
ajam-216	49	38	households	household	NOUN
ajam-216	49	39	face	face	VERB
ajam-216	49	40	in	in	ADP
ajam-216	49	41	their	their	PRON
ajam-216	49	42	effort	effort	NOUN
ajam-216	49	43	to	to	PART
ajam-216	49	44	construct	construct	VERB
ajam-216	49	45	viable	viable	ADJ
ajam-216	49	46	livelihood	livelihood	NOUN
ajam-216	49	47	activities	activity	NOUN
ajam-216	49	48	.	.	PUNCT
ajam-216	50	1	sound	sound	VERB
ajam-216	50	2	empirical	empirical	ADJ
ajam-216	50	3	information	information	NOUN
ajam-216	50	4	on	on	ADP
ajam-216	50	5	issues	issue	NOUN
ajam-216	50	6	at	at	ADP
ajam-216	50	7	the	the	DET
ajam-216	50	8	household	household	NOUN
ajam-216	50	9	and	and	CCONJ
ajam-216	50	10	community	community	NOUN
ajam-216	50	11	level	level	NOUN
ajam-216	50	12	that	that	PRON
ajam-216	50	13	require	require	VERB
ajam-216	50	14	attention	attention	NOUN
ajam-216	50	15	would	would	AUX
ajam-216	50	16	be	be	AUX
ajam-216	50	17	necessary	necessary	ADJ
ajam-216	50	18	in	in	ADP
ajam-216	50	19	this	this	DET
ajam-216	50	20	regard	regard	NOUN
ajam-216	50	21	.	.	PUNCT
ajam-216	51	1	even	even	ADV
ajam-216	51	2	though	though	SCONJ
ajam-216	51	3	some	some	DET
ajam-216	51	4	extensive	extensive	ADJ
ajam-216	51	5	literature	literature	NOUN
ajam-216	51	6	already	already	ADV
ajam-216	51	7	exists	exist	VERB
ajam-216	51	8	on	on	ADP
ajam-216	51	9	the	the	DET
ajam-216	51	10	causes	cause	NOUN
ajam-216	51	11	and	and	CCONJ
ajam-216	51	12	consequences	consequence	NOUN
ajam-216	51	13	of	of	ADP
ajam-216	51	14	livelihood	livelihood	NOUN
ajam-216	51	15	diversification	diversification	NOUN
ajam-216	51	16	,	,	PUNCT
ajam-216	51	17	the	the	DET
ajam-216	51	18	evidence	evidence	NOUN
ajam-216	51	19	is	be	AUX
ajam-216	51	20	somewhat	somewhat	ADV
ajam-216	51	21	mixed	mixed	ADJ
ajam-216	51	22	and	and	CCONJ
ajam-216	51	23	ambiguous	ambiguous	ADJ
ajam-216	51	24	(	(	PUNCT
ajam-216	51	25	stifel	stifel	NOUN
ajam-216	51	26	,	,	PUNCT
ajam-216	51	27	2010	2010	NUM
ajam-216	51	28	;	;	PUNCT
ajam-216	51	29	bezabiw	bezabiw	NOUN
ajam-216	51	30	et	et	PROPN
ajam-216	51	31	al	al	PROPN
ajam-216	51	32	.	.	PROPN
ajam-216	51	33	,	,	PUNCT
ajam-216	51	34	2010	2010	NUM
ajam-216	51	35	)	)	PUNCT
ajam-216	51	36	.	.	PUNCT
ajam-216	52	1	the	the	DET
ajam-216	52	2	multitude	multitude	NOUN
ajam-216	52	3	of	of	ADP
ajam-216	52	4	constraints	constraint	NOUN
ajam-216	52	5	and	and	CCONJ
ajam-216	52	6	incentives	incentive	NOUN
ajam-216	52	7	faced	face	VERB
ajam-216	52	8	by	by	ADP
ajam-216	52	9	a	a	DET
ajam-216	52	10	largely	largely	ADV
ajam-216	52	11	heterogeneous	heterogeneous	ADJ
ajam-216	52	12	households	household	NOUN
ajam-216	52	13	engaged	engage	VERB
ajam-216	52	14	in	in	ADP
ajam-216	52	15	a	a	DET
ajam-216	52	16	multiple	multiple	ADJ
ajam-216	52	17	set	set	NOUN
ajam-216	52	18	of	of	ADP
ajam-216	52	19	heterogeneous	heterogeneous	ADJ
ajam-216	52	20	non	non	ADJ
ajam-216	52	21	-	-	ADJ
ajam-216	52	22	farm	farm	ADJ
ajam-216	52	23	activities	activity	NOUN
ajam-216	52	24	makes	make	VERB
ajam-216	52	25	broad	broad	ADJ
ajam-216	52	26	generalizations	generalization	NOUN
ajam-216	52	27	problematic	problematic	ADJ
ajam-216	52	28	(	(	PUNCT
ajam-216	52	29	reardon	reardon	PROPN
ajam-216	52	30	et	et	PROPN
ajam-216	52	31	al	al	PROPN
ajam-216	52	32	.	.	PROPN
ajam-216	52	33	,	,	PUNCT
ajam-216	52	34	1994	1994	NUM
ajam-216	52	35	;	;	PUNCT
ajam-216	52	36	barrett	barrett	PROPN
ajam-216	52	37	et	et	PROPN
ajam-216	52	38	al	al	PROPN
ajam-216	52	39	.	.	PROPN
ajam-216	52	40	,	,	PUNCT
ajam-216	52	41	2002	2002	NUM
ajam-216	52	42	;	;	PUNCT
ajam-216	52	43	haggblade	haggblade	NOUN
ajam-216	52	44	et	et	PROPN
ajam-216	52	45	al	al	PROPN
ajam-216	52	46	.	.	PROPN
ajam-216	52	47	,	,	PUNCT
ajam-216	52	48	2007	2007	NUM
ajam-216	52	49	)	)	PUNCT
ajam-216	52	50	.	.	PUNCT
ajam-216	53	1	attractive	attractive	ADJ
ajam-216	53	2	livelihood	livelihood	NOUN
ajam-216	53	3	opportunities	opportunity	NOUN
ajam-216	53	4	,	,	PUNCT
ajam-216	53	5	according	accord	VERB
ajam-216	53	6	to	to	ADP
ajam-216	53	7	barret	barret	VERB
ajam-216	53	8	et	et	PROPN
ajam-216	53	9	al	al	PROPN
ajam-216	53	10	.	.	PROPN
ajam-216	54	1	(	(	PUNCT
ajam-216	54	2	2002	2002	NUM
ajam-216	54	3	)	)	PUNCT
ajam-216	54	4	are	be	AUX
ajam-216	54	5	normally	normally	ADV
ajam-216	54	6	accessible	accessible	ADJ
ajam-216	54	7	to	to	ADP
ajam-216	54	8	those	those	DET
ajam-216	54	9	households	household	NOUN
ajam-216	54	10	who	who	PRON
ajam-216	54	11	have	have	VERB
ajam-216	54	12	better	well	ADJ
ajam-216	54	13	endowments	endowment	NOUN
ajam-216	54	14	in	in	ADP
ajam-216	54	15	terms	term	NOUN
ajam-216	54	16	of	of	ADP
ajam-216	54	17	human	human	ADJ
ajam-216	54	18	,	,	PUNCT
ajam-216	54	19	financial	financial	ADJ
ajam-216	54	20	and	and	CCONJ
ajam-216	54	21	physical	physical	ADJ
ajam-216	54	22	assets	asset	NOUN
ajam-216	54	23	.	.	PUNCT
ajam-216	55	1	and	and	CCONJ
ajam-216	55	2	even	even	ADV
ajam-216	55	3	where	where	SCONJ
ajam-216	55	4	households	household	NOUN
ajam-216	55	5	have	have	VERB
ajam-216	55	6	similar	similar	ADJ
ajam-216	55	7	endowments	endowment	NOUN
ajam-216	55	8	,	,	PUNCT
ajam-216	55	9	production	production	NOUN
ajam-216	55	10	techniques	technique	NOUN
ajam-216	55	11	,	,	PUNCT
ajam-216	55	12	preferences	preference	NOUN
ajam-216	55	13	,	,	PUNCT
ajam-216	55	14	constraints	constraint	NOUN
ajam-216	55	15	and	and	CCONJ
ajam-216	55	16	incentives	incentive	NOUN
ajam-216	55	17	attached	attach	VERB
ajam-216	55	18	to	to	ADP
ajam-216	55	19	particular	particular	ADJ
ajam-216	55	20	livelihood	livelihood	NOUN
ajam-216	55	21	activities	activity	NOUN
ajam-216	55	22	may	may	AUX
ajam-216	55	23	be	be	AUX
ajam-216	55	24	different	different	ADJ
ajam-216	55	25	(	(	PUNCT
ajam-216	55	26	iiyama	iiyama	PROPN
ajam-216	55	27	,	,	PUNCT
ajam-216	55	28	2006	2006	NUM
ajam-216	55	29	)	)	PUNCT
ajam-216	55	30	.	.	PUNCT
ajam-216	56	1	in	in	ADP
ajam-216	56	2	order	order	NOUN
ajam-216	56	3	to	to	PART
ajam-216	56	4	have	have	AUX
ajam-216	56	5	a	a	DET
ajam-216	56	6	deeper	deep	ADJ
ajam-216	56	7	understanding	understanding	NOUN
ajam-216	56	8	of	of	ADP
ajam-216	56	9	the	the	DET
ajam-216	56	10	microeconomic	microeconomic	ADJ
ajam-216	56	11	constraints	constraint	NOUN
ajam-216	56	12	and	and	CCONJ
ajam-216	56	13	incentives	incentive	NOUN
ajam-216	56	14	that	that	PRON
ajam-216	56	15	influence	influence	NOUN
ajam-216	56	16	livelihood	livelihood	VERB
ajam-216	56	17	diversification	diversification	NOUN
ajam-216	56	18	and	and	CCONJ
ajam-216	56	19	the	the	DET
ajam-216	56	20	welfare	welfare	NOUN
ajam-216	56	21	implications	implication	NOUN
ajam-216	56	22	of	of	ADP
ajam-216	56	23	such	such	ADJ
ajam-216	56	24	decisions	decision	NOUN
ajam-216	56	25	by	by	ADP
ajam-216	56	26	agricultural	agricultural	ADJ
ajam-216	56	27	households	household	NOUN
ajam-216	56	28	,	,	PUNCT
ajam-216	56	29	this	this	DET
ajam-216	56	30	study	study	NOUN
ajam-216	56	31	examines	examine	VERB
ajam-216	56	32	and	and	CCONJ
ajam-216	56	33	evaluates	evaluate	VERB
ajam-216	56	34	the	the	DET
ajam-216	56	35	importance	importance	NOUN
ajam-216	56	36	of	of	ADP
ajam-216	56	37	some	some	DET
ajam-216	56	38	selected	select	VERB
ajam-216	56	39	proxies	proxy	NOUN
ajam-216	56	40	of	of	ADP
ajam-216	56	41	the	the	DET
ajam-216	56	42	reforms	reform	NOUN
ajam-216	56	43	in	in	ADP
ajam-216	56	44	ghana	ghana	PROPN
ajam-216	56	45	.	.	PUNCT
ajam-216	57	1	following	follow	VERB
ajam-216	57	2	the	the	DET
ajam-216	57	3	2007	2007	NUM
ajam-216	57	4	world	world	NOUN
ajam-216	57	5	development	development	NOUN
ajam-216	57	6	report	report	NOUN
ajam-216	57	7	framework	framework	NOUN
ajam-216	57	8	for	for	ADP
ajam-216	57	9	thinking	think	VERB
ajam-216	57	10	about	about	ADP
ajam-216	57	11	an	an	DET
ajam-216	57	12	agriculture	agriculture	NOUN
ajam-216	57	13	-	-	PUNCT
ajam-216	57	14	for	for	ADP
ajam-216	57	15	-	-	PUNCT
ajam-216	57	16	development	development	NOUN
ajam-216	57	17	agenda	agenda	NOUN
ajam-216	57	18	,	,	PUNCT
ajam-216	57	19	the	the	DET
ajam-216	57	20	study	study	NOUN
ajam-216	57	21	specifically	specifically	ADV
ajam-216	57	22	focuses	focus	VERB
ajam-216	57	23	on	on	ADP
ajam-216	57	24	variables	variable	NOUN
ajam-216	57	25	related	relate	VERB
ajam-216	57	26	to	to	ADP
ajam-216	57	27	(	(	PUNCT
ajam-216	57	28	i	i	NOUN
ajam-216	57	29	)	)	PUNCT
ajam-216	57	30	assets	asset	NOUN
ajam-216	57	31	(	(	PUNCT
ajam-216	57	32	for	for	ADP
ajam-216	57	33	table	table	NOUN
ajam-216	57	34	1	1	NUM
ajam-216	57	35	.	.	PUNCT
ajam-216	57	36	livelihood	livelihood	NOUN
ajam-216	57	37	strategies	strategy	NOUN
ajam-216	57	38	of	of	ADP
ajam-216	57	39	households	household	NOUN
ajam-216	57	40	in	in	ADP
ajam-216	57	41	northern	northern	ADJ
ajam-216	57	42	ghana	ghana	PROPN
ajam-216	57	43	.	.	PUNCT
ajam-216	58	1	group	group	NOUN
ajam-216	58	2	characteristics	characteristic	NOUN
ajam-216	58	3	assets	asset	NOUN
ajam-216	58	4	activities	activity	NOUN
ajam-216	58	5	vulnerable	vulnerable	ADJ
ajam-216	58	6	(	(	PUNCT
ajam-216	58	7	5	5	NUM
ajam-216	58	8	%	%	NOUN
ajam-216	58	9	)	)	PUNCT
ajam-216	58	10	high	high	ADJ
ajam-216	58	11	proportion	proportion	NOUN
ajam-216	58	12	of	of	ADP
ajam-216	58	13	orphans	orphan	NOUN
ajam-216	58	14	,	,	PUNCT
ajam-216	58	15	school	school	NOUN
ajam-216	58	16	drop	drop	NOUN
ajam-216	58	17	-	-	PUNCT
ajam-216	58	18	outs	out	NOUN
ajam-216	58	19	,	,	PUNCT
ajam-216	58	20	youth	youth	NOUN
ajam-216	58	21	economic	economic	ADJ
ajam-216	58	22	migrants	migrant	NOUN
ajam-216	58	23	,	,	PUNCT
ajam-216	58	24	widows	widow	NOUN
ajam-216	58	25	with	with	ADP
ajam-216	58	26	children	child	NOUN
ajam-216	58	27	,	,	PUNCT
ajam-216	58	28	elderly	elderly	ADJ
ajam-216	58	29	,	,	PUNCT
ajam-216	58	30	handicapped	handicapped	ADJ
ajam-216	58	31	,	,	PUNCT
ajam-216	58	32	sick	sick	ADJ
ajam-216	58	33	0	0	NUM
ajam-216	58	34	-	-	SYM
ajam-216	58	35	0.5	0.5	NUM
ajam-216	58	36	acres	acre	NOUN
ajam-216	58	37	of	of	ADP
ajam-216	58	38	land	land	NOUN
ajam-216	58	39	per	per	ADP
ajam-216	58	40	active	active	ADJ
ajam-216	58	41	member	member	NOUN
ajam-216	58	42	;	;	PUNCT
ajam-216	58	43	no	no	DET
ajam-216	58	44	livestock	livestock	NOUN
ajam-216	58	45	except	except	SCONJ
ajam-216	58	46	0	0	NUM
ajam-216	58	47	-	-	SYM
ajam-216	58	48	5	5	NUM
ajam-216	58	49	poultry	poultry	NOUN
ajam-216	58	50	;	;	PUNCT
ajam-216	58	51	basic	basic	ADJ
ajam-216	58	52	house	house	PROPN
ajam-216	58	53	&	&	CCONJ
ajam-216	58	54	cooking	cooking	PROPN
ajam-216	58	55	equipment	equipment	NOUN
ajam-216	58	56	,	,	PUNCT
ajam-216	58	57	clothes	clothe	NOUN
ajam-216	58	58	sale	sale	NOUN
ajam-216	58	59	of	of	ADP
ajam-216	58	60	firewood	firewood	NOUN
ajam-216	58	61	,	,	PUNCT
ajam-216	58	62	making	make	VERB
ajam-216	58	63	baskets	basket	NOUN
ajam-216	58	64	or	or	CCONJ
ajam-216	58	65	ropes	rope	NOUN
ajam-216	58	66	,	,	PUNCT
ajam-216	58	67	collecting	collect	VERB
ajam-216	58	68	wild	wild	ADJ
ajam-216	58	69	products	product	NOUN
ajam-216	58	70	,	,	PUNCT
ajam-216	58	71	sheanut	sheanut	ADJ
ajam-216	58	72	gathering	gathering	NOUN
ajam-216	58	73	,	,	PUNCT
ajam-216	58	74	buy	buy	VERB
ajam-216	58	75	&	&	CCONJ
ajam-216	58	76	sell	sell	VERB
ajam-216	58	77	foodstuffs	foodstuff	NOUN
ajam-216	58	78	poor	poor	ADJ
ajam-216	58	79	(	(	PUNCT
ajam-216	58	80	35	35	NUM
ajam-216	58	81	%	%	NOUN
ajam-216	58	82	)	)	PUNCT
ajam-216	58	83	high	high	ADJ
ajam-216	58	84	proportion	proportion	NOUN
ajam-216	58	85	of	of	ADP
ajam-216	58	86	widows	widow	NOUN
ajam-216	58	87	0.3	0.3	NUM
ajam-216	58	88	-	-	SYM
ajam-216	58	89	2.5	2.5	NUM
ajam-216	58	90	acres	acre	NOUN
ajam-216	58	91	per	per	ADP
ajam-216	58	92	active	active	ADJ
ajam-216	58	93	food	food	NOUN
ajam-216	58	94	crops	crop	NOUN
ajam-216	58	95	and	and	CCONJ
ajam-216	58	96	livestock	livestock	NOUN
ajam-216	58	97	with	with	ADP
ajam-216	58	98	children	child	NOUN
ajam-216	58	99	,	,	PUNCT
ajam-216	58	100	youth	youth	NOUN
ajam-216	58	101	semimember	semimember	NOUN
ajam-216	58	102	;	;	PUNCT
ajam-216	58	103	0	0	NUM
ajam-216	58	104	-	-	SYM
ajam-216	58	105	5	5	NUM
ajam-216	58	106	sheep	sheep	NOUN
ajam-216	58	107	/	/	SYM
ajam-216	58	108	goats	goat	NOUN
ajam-216	58	109	,	,	PUNCT
ajam-216	58	110	farming	farming	NOUN
ajam-216	58	111	,	,	PUNCT
ajam-216	58	112	petty	petty	ADJ
ajam-216	58	113	trading	trading	NOUN
ajam-216	58	114	,	,	PUNCT
ajam-216	58	115	permanent	permanent	ADJ
ajam-216	58	116	migrants	migrant	NOUN
ajam-216	58	117	,	,	PUNCT
ajam-216	58	118	0	0	NUM
ajam-216	58	119	-	-	SYM
ajam-216	58	120	3	3	NUM
ajam-216	58	121	cattle	cattle	NOUN
ajam-216	58	122	(	(	PUNCT
ajam-216	58	123	per	per	ADP
ajam-216	58	124	household	household	NOUN
ajam-216	58	125	)	)	PUNCT
ajam-216	58	126	;	;	PUNCT
ajam-216	58	127	collection	collection	NOUN
ajam-216	58	128	/	/	SYM
ajam-216	58	129	processing	processing	NOUN
ajam-216	58	130	/	/	SYM
ajam-216	58	131	sale	sale	NOUN
ajam-216	58	132	of	of	ADP
ajam-216	58	133	migrants	migrant	NOUN
ajam-216	58	134	creating	create	VERB
ajam-216	58	135	farms	farm	NOUN
ajam-216	58	136	bicycle	bicycle	NOUN
ajam-216	58	137	,	,	PUNCT
ajam-216	58	138	roofing	roofing	NOUN
ajam-216	58	139	sheets	sheet	NOUN
ajam-216	58	140	nr	nr	NOUN
ajam-216	58	141	products	product	NOUN
ajam-216	58	142	,	,	PUNCT
ajam-216	58	143	seasonal	seasonal	ADJ
ajam-216	58	144	and	and	CCONJ
ajam-216	58	145	outside	outside	ADP
ajam-216	58	146	their	their	PRON
ajam-216	58	147	tribal	tribal	ADJ
ajam-216	58	148	areas	area	NOUN
ajam-216	58	149	,	,	PUNCT
ajam-216	58	150	semi	semi	ADJ
ajam-216	58	151	-	-	ADJ
ajam-216	58	152	permanent	permanent	ADJ
ajam-216	58	153	migration	migration	NOUN
ajam-216	58	154	small	small	ADJ
ajam-216	58	155	-	-	PUNCT
ajam-216	58	156	scale	scale	NOUN
ajam-216	58	157	farmers	farmer	NOUN
ajam-216	58	158	with	with	ADP
ajam-216	58	159	weak	weak	ADJ
ajam-216	58	160	labour	labour	NOUN
ajam-216	58	161	capacities	capacity	NOUN
ajam-216	58	162	medium	medium	ADJ
ajam-216	58	163	(	(	PUNCT
ajam-216	58	164	51	51	NUM
ajam-216	58	165	%	%	NOUN
ajam-216	58	166	)	)	PUNCT
ajam-216	58	167	large	large	ADJ
ajam-216	58	168	family	family	NOUN
ajam-216	58	169	and	and	CCONJ
ajam-216	58	170	high	high	ADJ
ajam-216	58	171	labour	labour	NOUN
ajam-216	58	172	capacity	capacity	NOUN
ajam-216	58	173	(	(	PUNCT
ajam-216	58	174	that	that	PRON
ajam-216	58	175	is	is	ADV
ajam-216	58	176	,	,	PUNCT
ajam-216	58	177	low	low	ADJ
ajam-216	58	178	dependency	dependency	NOUN
ajam-216	58	179	ratio	ratio	NOUN
ajam-216	58	180	)	)	PUNCT
ajam-216	58	181	1.5	1.5	NUM
ajam-216	58	182	-	-	SYM
ajam-216	58	183	4	4	NUM
ajam-216	58	184	acres	acre	NOUN
ajam-216	58	185	per	per	ADP
ajam-216	58	186	active	active	ADJ
ajam-216	58	187	farm	farm	NOUN
ajam-216	58	188	and	and	CCONJ
ajam-216	58	189	non	non	ADJ
ajam-216	58	190	-	-	ADJ
ajam-216	58	191	farm	farm	ADJ
ajam-216	58	192	activities	activity	NOUN
ajam-216	58	193	member	member	NOUN
ajam-216	58	194	;	;	PUNCT
ajam-216	58	195	10	10	NUM
ajam-216	58	196	-	-	SYM
ajam-216	58	197	40	40	NUM
ajam-216	58	198	sheep	sheep	NOUN
ajam-216	58	199	/	/	SYM
ajam-216	58	200	goats	goat	NOUN
ajam-216	58	201	,	,	PUNCT
ajam-216	58	202	3	3	NUM
ajam-216	58	203	-	-	SYM
ajam-216	58	204	30	30	NUM
ajam-216	58	205	cattle	cattle	NOUN
ajam-216	58	206	;	;	PUNCT
ajam-216	58	207	(	(	PUNCT
ajam-216	58	208	semi	semi	ADJ
ajam-216	58	209	-	-	ADJ
ajam-216	58	210	permanent	permanent	ADJ
ajam-216	58	211	house	house	NOUN
ajam-216	58	212	;	;	PUNCT
ajam-216	58	213	modest	modest	ADJ
ajam-216	58	214	education	education	NOUN
ajam-216	58	215	and	and	CCONJ
ajam-216	58	216	assets	asset	NOUN
ajam-216	58	217	(	(	PUNCT
ajam-216	58	218	e.g.	e.g.	ADV
ajam-216	58	219	sewing	sewing	NOUN
ajam-216	58	220	machine	machine	NOUN
ajam-216	58	221	,	,	PUNCT
ajam-216	58	222	shop	shop	NOUN
ajam-216	58	223	,	,	PUNCT
ajam-216	58	224	tv	tv	NOUN
ajam-216	58	225	)	)	PUNCT
ajam-216	58	226	well	well	ADV
ajam-216	58	227	-	-	PUNCT
ajam-216	58	228	off	off	NOUN
ajam-216	58	229	(	(	PUNCT
ajam-216	58	230	9	9	NUM
ajam-216	58	231	%	%	NOUN
ajam-216	58	232	)	)	PUNCT
ajam-216	58	233	large	large	ADJ
ajam-216	58	234	family	family	NOUN
ajam-216	58	235	and	and	CCONJ
ajam-216	58	236	high	high	ADJ
ajam-216	58	237	labor	labor	NOUN
ajam-216	58	238	capacity	capacity	NOUN
ajam-216	58	239	,	,	PUNCT
ajam-216	58	240	higher	high	ADJ
ajam-216	58	241	proportion	proportion	NOUN
ajam-216	58	242	of	of	ADP
ajam-216	58	243	skilled	skilled	ADJ
ajam-216	58	244	labor	labor	NOUN
ajam-216	58	245	1	1	NUM
ajam-216	58	246	-	-	SYM
ajam-216	58	247	25	25	NUM
ajam-216	58	248	acres	acre	NOUN
ajam-216	58	249	per	per	ADP
ajam-216	58	250	active	active	ADJ
ajam-216	58	251	member	member	NOUN
ajam-216	58	252	;	;	PUNCT
ajam-216	58	253	0	0	NUM
ajam-216	58	254	-	-	SYM
ajam-216	58	255	120	120	NUM
ajam-216	58	256	sheep	sheep	NOUN
ajam-216	58	257	/	/	SYM
ajam-216	58	258	goats	goat	NOUN
ajam-216	58	259	;	;	PUNCT
ajam-216	58	260	0	0	X
ajam-216	58	261	-	-	SYM
ajam-216	58	262	1000	1000	NUM
ajam-216	58	263	cattle	cattle	NOUN
ajam-216	58	264	;	;	PUNCT
ajam-216	58	265	larger	large	ADJ
ajam-216	58	266	,	,	PUNCT
ajam-216	58	267	permanent	permanent	ADJ
ajam-216	58	268	house	house	NOUN
ajam-216	58	269	with	with	ADP
ajam-216	58	270	water	water	NOUN
ajam-216	58	271	,	,	PUNCT
ajam-216	58	272	electricity	electricity	NOUN
ajam-216	58	273	,	,	PUNCT
ajam-216	58	274	kitchen	kitchen	NOUN
ajam-216	58	275	,	,	PUNCT
ajam-216	58	276	toilet	toilet	NOUN
ajam-216	58	277	,	,	PUNCT
ajam-216	58	278	fridge	fridge	NOUN
ajam-216	58	279	;	;	PUNCT
ajam-216	58	280	tractor	tractor	NOUN
ajam-216	58	281	,	,	PUNCT
ajam-216	58	282	car	car	NOUN
ajam-216	58	283	/	/	SYM
ajam-216	58	284	truck	truck	NOUN
ajam-216	58	285	.	.	PUNCT
ajam-216	59	1	may	may	AUX
ajam-216	59	2	have	have	VERB
ajam-216	59	3	two	two	NUM
ajam-216	59	4	houses	house	NOUN
ajam-216	59	5	-	-	PUNCT
ajam-216	59	6	one	one	NUM
ajam-216	59	7	in	in	ADP
ajam-216	59	8	town	town	NOUN
ajam-216	59	9	,	,	PUNCT
ajam-216	59	10	more	more	ADV
ajam-216	59	11	modest	modest	ADJ
ajam-216	59	12	on	on	ADP
ajam-216	59	13	farm	farm	NOUN
ajam-216	59	14	agricultural	agricultural	ADJ
ajam-216	59	15	:	:	PUNCT
ajam-216	59	16	perennial	perennial	ADJ
ajam-216	59	17	(	(	PUNCT
ajam-216	59	18	cocoa	cocoa	NOUN
ajam-216	59	19	,	,	PUNCT
ajam-216	59	20	rubber	rubber	NOUN
ajam-216	59	21	,	,	PUNCT
ajam-216	59	22	mango	mango	NOUN
ajam-216	59	23	)	)	PUNCT
ajam-216	59	24	,	,	PUNCT
ajam-216	59	25	non	non	ADJ
ajam-216	59	26	-	-	ADJ
ajam-216	59	27	traditional	traditional	ADJ
ajam-216	59	28	or	or	CCONJ
ajam-216	59	29	food	food	NOUN
ajam-216	59	30	crops	crop	NOUN
ajam-216	59	31	(	(	PUNCT
ajam-216	59	32	all	all	ADV
ajam-216	59	33	on	on	ADP
ajam-216	59	34	commercial	commercial	ADJ
ajam-216	59	35	scale	scale	NOUN
ajam-216	59	36	)	)	PUNCT
ajam-216	59	37	;	;	PUNCT
ajam-216	59	38	livestock	livestock	NOUN
ajam-216	59	39	(	(	PUNCT
ajam-216	59	40	including	include	VERB
ajam-216	59	41	commercial	commercial	ADJ
ajam-216	59	42	poultry	poultry	NOUN
ajam-216	59	43	)	)	PUNCT
ajam-216	59	44	.	.	PUNCT
ajam-216	60	1	no	no	PRON
ajam-216	60	2	-	-	PUNCT
ajam-216	60	3	agric	agric	ADJ
ajam-216	60	4	:	:	PUNCT
ajam-216	60	5	tractor	tractor	NOUN
ajam-216	60	6	or	or	CCONJ
ajam-216	60	7	transport	transport	NOUN
ajam-216	60	8	services	service	NOUN
ajam-216	60	9	,	,	PUNCT
ajam-216	60	10	medium	medium	ADJ
ajam-216	60	11	-	-	PUNCT
ajam-216	60	12	large	large	ADJ
ajam-216	60	13	-	-	PUNCT
ajam-216	60	14	scale	scale	NOUN
ajam-216	60	15	trading	trading	NOUN
ajam-216	60	16	,	,	PUNCT
ajam-216	60	17	shop	shop	NOUN
ajam-216	60	18	/	/	SYM
ajam-216	60	19	house	house	NOUN
ajam-216	60	20	rental	rental	NOUN
ajam-216	60	21	,	,	PUNCT
ajam-216	60	22	salaried	salary	VERB
ajam-216	60	23	positions	position	NOUN
ajam-216	60	24	source	source	NOUN
ajam-216	60	25	:	:	PUNCT
ajam-216	60	26	al	al	PROPN
ajam-216	60	27	-	-	PUNCT
ajam-216	60	28	hassan	hassan	PROPN
ajam-216	60	29	and	and	CCONJ
ajam-216	60	30	poulton	poulton	PROPN
ajam-216	60	31	(	(	PUNCT
ajam-216	60	32	2009	2009	NUM
ajam-216	60	33	)	)	PUNCT
ajam-216	60	34	.	.	PUNCT
ajam-216	61	1	example	example	NOUN
ajam-216	61	2	,	,	PUNCT
ajam-216	61	3	access	access	NOUN
ajam-216	61	4	to	to	ADP
ajam-216	61	5	land	land	NOUN
ajam-216	61	6	,	,	PUNCT
ajam-216	61	7	education	education	NOUN
ajam-216	61	8	,	,	PUNCT
ajam-216	61	9	finance	finance	NOUN
ajam-216	61	10	,	,	PUNCT
ajam-216	61	11	etc	etc	X
ajam-216	61	12	)	)	PUNCT
ajam-216	61	13	,	,	PUNCT
ajam-216	61	14	(	(	PUNCT
ajam-216	61	15	ii	ii	NOUN
ajam-216	61	16	)	)	PUNCT
ajam-216	61	17	markets	market	NOUN
ajam-216	61	18	(	(	PUNCT
ajam-216	61	19	for	for	ADP
ajam-216	61	20	example	example	NOUN
ajam-216	61	21	,	,	PUNCT
ajam-216	61	22	access	access	NOUN
ajam-216	61	23	to	to	ADP
ajam-216	61	24	local	local	ADJ
ajam-216	61	25	markets	market	NOUN
ajam-216	61	26	,	,	PUNCT
ajam-216	61	27	motorable	motorable	ADJ
ajam-216	61	28	roads	road	NOUN
ajam-216	61	29	)	)	PUNCT
ajam-216	61	30	and	and	CCONJ
ajam-216	61	31	(	(	PUNCT
ajam-216	61	32	iii	iii	X
ajam-216	61	33	)	)	PUNCT
ajam-216	61	34	institutions	institution	NOUN
ajam-216	61	35	(	(	PUNCT
ajam-216	61	36	for	for	ADP
ajam-216	61	37	example	example	NOUN
ajam-216	61	38	,	,	PUNCT
ajam-216	61	39	extension	extension	NOUN
ajam-216	61	40	services	service	NOUN
ajam-216	61	41	,	,	PUNCT
ajam-216	61	42	producer	producer	NOUN
ajam-216	61	43	organizations	organization	NOUN
ajam-216	61	44	,	,	PUNCT
ajam-216	61	45	sharecropping	sharecropping	NOUN
ajam-216	61	46	,	,	PUNCT
ajam-216	61	47	access	access	NOUN
ajam-216	61	48	to	to	ADP
ajam-216	61	49	radio	radio	NOUN
ajam-216	61	50	,	,	PUNCT
ajam-216	61	51	tv	tv	NOUN
ajam-216	61	52	,	,	PUNCT
ajam-216	61	53	etc	etc	X
ajam-216	61	54	)	)	PUNCT
ajam-216	61	55	.	.	PUNCT
ajam-216	62	1	to	to	PART
ajam-216	62	2	implement	implement	VERB
ajam-216	62	3	these	these	DET
ajam-216	62	4	objectives	objective	NOUN
ajam-216	62	5	,	,	PUNCT
ajam-216	62	6	data	datum	NOUN
ajam-216	62	7	from	from	ADP
ajam-216	62	8	the	the	DET
ajam-216	62	9	1991/1992	1991/1992	NUM
ajam-216	62	10	and	and	CCONJ
ajam-216	62	11	2005/2006	2005/2006	NUM
ajam-216	62	12	ghana	ghana	PROPN
ajam-216	62	13	living	living	NOUN
ajam-216	62	14	standards	standard	NOUN
ajam-216	62	15	survey	survey	NOUN
ajam-216	62	16	(	(	PUNCT
ajam-216	62	17	glss	glss	ADV
ajam-216	62	18	)	)	PUNCT
ajam-216	62	19	were	be	AUX
ajam-216	62	20	used	use	VERB
ajam-216	62	21	to	to	PART
ajam-216	62	22	first	first	ADV
ajam-216	62	23	describe	describe	VERB
ajam-216	62	24	the	the	DET
ajam-216	62	25	changes	change	NOUN
ajam-216	62	26	that	that	PRON
ajam-216	62	27	have	have	AUX
ajam-216	62	28	taken	take	VERB
ajam-216	62	29	place	place	NOUN
ajam-216	62	30	among	among	ADP
ajam-216	62	31	the	the	DET
ajam-216	62	32	chosen	choose	VERB
ajam-216	62	33	variables	variable	NOUN
ajam-216	62	34	between	between	ADP
ajam-216	62	35	the	the	DET
ajam-216	62	36	two	two	NUM
ajam-216	62	37	periods	period	NOUN
ajam-216	62	38	.	.	PUNCT
ajam-216	63	1	second	second	ADJ
ajam-216	63	2	,	,	PUNCT
ajam-216	63	3	based	base	VERB
ajam-216	63	4	on	on	ADP
ajam-216	63	5	the	the	DET
ajam-216	63	6	suspicion	suspicion	NOUN
ajam-216	63	7	of	of	ADP
ajam-216	63	8	unobserved	unobserved	ADJ
ajam-216	63	9	heterogeneity	heterogeneity	NOUN
ajam-216	63	10	and	and	CCONJ
ajam-216	63	11	possible	possible	ADJ
ajam-216	63	12	endogeneity	endogeneity	NOUN
ajam-216	63	13	in	in	ADP
ajam-216	63	14	establishing	establish	VERB
ajam-216	63	15	the	the	DET
ajam-216	63	16	econometric	econometric	ADJ
ajam-216	63	17	relationship	relationship	NOUN
ajam-216	63	18	between	between	ADP
ajam-216	63	19	livelihood	livelihood	NOUN
ajam-216	63	20	diversification	diversification	NOUN
ajam-216	63	21	and	and	CCONJ
ajam-216	63	22	household	household	NOUN
ajam-216	63	23	welfare	welfare	NOUN
ajam-216	63	24	,	,	PUNCT
ajam-216	63	25	the	the	DET
ajam-216	63	26	endogenous	endogenous	ADJ
ajam-216	63	27	switching	switching	NOUN
ajam-216	63	28	regression	regression	NOUN
ajam-216	63	29	approach	approach	NOUN
ajam-216	63	30	was	be	AUX
ajam-216	63	31	employed	employ	VERB
ajam-216	63	32	for	for	ADP
ajam-216	63	33	the	the	DET
ajam-216	63	34	analysis	analysis	NOUN
ajam-216	63	35	.	.	PUNCT
ajam-216	64	1	this	this	DET
ajam-216	64	2	technique	technique	NOUN
ajam-216	64	3	,	,	PUNCT
ajam-216	64	4	following	follow	VERB
ajam-216	64	5	lokshin	lokshin	NOUN
ajam-216	64	6	and	and	CCONJ
ajam-216	64	7	sajaia	sajaia	PROPN
ajam-216	64	8	(	(	PUNCT
ajam-216	64	9	2004	2004	NUM
ajam-216	64	10	)	)	PUNCT
ajam-216	64	11	relies	rely	VERB
ajam-216	64	12	on	on	ADP
ajam-216	64	13	joint	joint	ADJ
ajam-216	64	14	normality	normality	NOUN
ajam-216	64	15	of	of	ADP
ajam-216	64	16	the	the	DET
ajam-216	64	17	error	error	NOUN
ajam-216	64	18	terms	term	NOUN
ajam-216	64	19	and	and	CCONJ
ajam-216	64	20	allows	allow	VERB
ajam-216	64	21	us	we	PRON
ajam-216	64	22	to	to	PART
ajam-216	64	23	simultaneously	simultaneously	ADV
ajam-216	64	24	estimate	estimate	VERB
ajam-216	64	25	the	the	DET
ajam-216	64	26	binary	binary	ADJ
ajam-216	64	27	and	and	CCONJ
ajam-216	64	28	continuous	continuous	ADJ
ajam-216	64	29	parts	part	NOUN
ajam-216	64	30	of	of	ADP
ajam-216	64	31	the	the	DET
ajam-216	64	32	model	model	NOUN
ajam-216	64	33	in	in	ADP
ajam-216	64	34	the	the	DET
ajam-216	64	35	binary	binary	ADJ
ajam-216	64	36	and	and	CCONJ
ajam-216	64	37	continuous	continuous	ADJ
ajam-216	64	38	equations	equation	NOUN
ajam-216	64	39	in	in	ADP
ajam-216	64	40	order	order	NOUN
ajam-216	64	41	to	to	PART
ajam-216	64	42	yield	yield	VERB
ajam-216	64	43	consistent	consistent	ADJ
ajam-216	64	44	standard	standard	ADJ
ajam-216	64	45	errors	error	NOUN
ajam-216	64	46	.	.	PUNCT
ajam-216	65	1	by	by	ADP
ajam-216	65	2	doing	do	VERB
ajam-216	65	3	this	this	PRON
ajam-216	65	4	,	,	PUNCT
ajam-216	65	5	the	the	DET
ajam-216	65	6	paper	paper	NOUN
ajam-216	65	7	provides	provide	VERB
ajam-216	65	8	additional	additional	ADJ
ajam-216	65	9	insights	insight	NOUN
ajam-216	65	10	to	to	ADP
ajam-216	65	11	related	related	ADJ
ajam-216	65	12	studies	study	NOUN
ajam-216	65	13	on	on	ADP
ajam-216	65	14	ghana	ghana	PROPN
ajam-216	65	15	such	such	ADJ
ajam-216	65	16	as	as	ADP
ajam-216	65	17	oduro	oduro	NOUN
ajam-216	65	18	and	and	CCONJ
ajam-216	65	19	osei	osei	PROPN
ajam-216	65	20	-	-	PUNCT
ajam-216	65	21	akoto	akoto	PROPN
ajam-216	65	22	(	(	PUNCT
ajam-216	65	23	2007	2007	NUM
ajam-216	65	24	)	)	PUNCT
ajam-216	65	25	,	,	PUNCT
ajam-216	65	26	owusu	owusu	PROPN
ajam-216	65	27	and	and	CCONJ
ajam-216	65	28	abdulai	abdulai	PROPN
ajam-216	65	29	(	(	PUNCT
ajam-216	65	30	2009	2009	NUM
ajam-216	65	31	)	)	PUNCT
ajam-216	65	32	,	,	PUNCT
ajam-216	65	33	knudsen	knudsen	PROPN
ajam-216	65	34	(	(	PUNCT
ajam-216	65	35	2007	2007	NUM
ajam-216	65	36	)	)	PUNCT
ajam-216	65	37	and	and	CCONJ
ajam-216	65	38	anriquez	anriquez	NOUN
ajam-216	65	39	and	and	CCONJ
ajam-216	65	40	daidone	daidone	PROPN
ajam-216	65	41	(	(	PUNCT
ajam-216	65	42	2008	2008	NUM
ajam-216	65	43	)	)	PUNCT
ajam-216	65	44	.	.	PUNCT
ajam-216	66	1	the	the	DET
ajam-216	66	2	results	result	NOUN
ajam-216	66	3	provide	provide	VERB
ajam-216	66	4	guidelines	guideline	NOUN
ajam-216	66	5	that	that	PRON
ajam-216	66	6	are	be	AUX
ajam-216	66	7	helpful	helpful	ADJ
ajam-216	66	8	for	for	ADP
ajam-216	66	9	governments	government	NOUN
ajam-216	66	10	in	in	ADP
ajam-216	66	11	their	their	PRON
ajam-216	66	12	effort	effort	NOUN
ajam-216	66	13	to	to	PART
ajam-216	66	14	define	define	VERB
ajam-216	66	15	concrete	concrete	ADJ
ajam-216	66	16	plans	plan	NOUN
ajam-216	66	17	to	to	PART
ajam-216	66	18	reduce	reduce	VERB
ajam-216	66	19	poverty	poverty	NOUN
ajam-216	66	20	and	and	CCONJ
ajam-216	66	21	vulnerability	vulnerability	NOUN
ajam-216	66	22	as	as	ADV
ajam-216	66	23	well	well	ADV
ajam-216	66	24	as	as	ADP
ajam-216	66	25	to	to	PART
ajam-216	66	26	enhance	enhance	VERB
ajam-216	66	27	household	household	NOUN
ajam-216	66	28	well	well	ADV
ajam-216	66	29	-	-	PUNCT
ajam-216	66	30	being	being	NOUN
ajam-216	66	31	..	..	PUNCT
ajam-216	66	32	materials	material	NOUN
ajam-216	66	33	and	and	CCONJ
ajam-216	66	34	methods	method	NOUN
ajam-216	66	35	study	study	NOUN
ajam-216	66	36	framework	framework	VERB
ajam-216	66	37	the	the	DET
ajam-216	66	38	framework	framework	NOUN
ajam-216	66	39	(	(	PUNCT
ajam-216	66	40	fc	fc	PROPN
ajam-216	66	41	helps	help	VERB
ajam-216	66	42	in	in	ADP
ajam-216	66	43	conceptualizing	conceptualize	VERB
ajam-216	66	44	the	the	DET
ajam-216	66	45	causes	cause	NOUN
ajam-216	66	46	and	and	CCONJ
ajam-216	66	47	consequences	consequence	NOUN
ajam-216	66	48	of	of	ADP
ajam-216	66	49	rural	rural	ADJ
ajam-216	66	50	livelihood	livelihood	NOUN
ajam-216	66	51	diversification	diversification	NOUN
ajam-216	66	52	in	in	ADP
ajam-216	66	53	ghana	ghana	PROPN
ajam-216	66	54	.	.	PUNCT
ajam-216	67	1	the	the	DET
ajam-216	67	2	basic	basic	ADJ
ajam-216	67	3	framework	framework	NOUN
ajam-216	67	4	is	be	AUX
ajam-216	67	5	predicated	predicate	VERB
ajam-216	67	6	on	on	ADP
ajam-216	67	7	the	the	DET
ajam-216	67	8	assumption	assumption	NOUN
ajam-216	67	9	that	that	SCONJ
ajam-216	67	10	a	a	DET
ajam-216	67	11	household‟s	household‟s	NOUN
ajam-216	67	12	portfolio	portfolio	NOUN
ajam-216	67	13	of	of	ADP
ajam-216	67	14	non	non	ADJ
ajam-216	67	15	-	-	ADJ
ajam-216	67	16	farm	farm	ADJ
ajam-216	67	17	activities	activity	NOUN
ajam-216	67	18	and	and	CCONJ
ajam-216	67	19	how	how	SCONJ
ajam-216	67	20	they	they	PRON
ajam-216	67	21	impact	impact	VERB
ajam-216	67	22	on	on	ADP
ajam-216	67	23	welfare	welfare	NOUN
ajam-216	67	24	is	be	AUX
ajam-216	67	25	decided	decide	VERB
ajam-216	67	26	based	base	VERB
ajam-216	67	27	on	on	ADP
ajam-216	67	28	selected	select	VERB
ajam-216	67	29	micro	micro	ADJ
ajam-216	67	30	-	-	ADJ
ajam-216	67	31	economic	economic	ADJ
ajam-216	67	32	constraints	constraint	NOUN
ajam-216	67	33	and	and	CCONJ
ajam-216	67	34	incentives	incentive	NOUN
ajam-216	67	35	created	create	VERB
ajam-216	67	36	through	through	ADP
ajam-216	67	37	access	access	NOUN
ajam-216	67	38	to	to	ADP
ajam-216	67	39	public	public	ADJ
ajam-216	67	40	and	and	CCONJ
ajam-216	67	41	private	private	ADJ
ajam-216	67	42	resources	resource	NOUN
ajam-216	67	43	embodied	embody	VERB
ajam-216	67	44	in	in	ADP
ajam-216	67	45	assets	asset	NOUN
ajam-216	67	46	,	,	PUNCT
ajam-216	67	47	markets	market	NOUN
ajam-216	67	48	and	and	CCONJ
ajam-216	67	49	institutions	institution	NOUN
ajam-216	67	50	.	.	PUNCT
ajam-216	68	1	by	by	ADP
ajam-216	68	2	assets	asset	NOUN
ajam-216	68	3	,	,	PUNCT
ajam-216	68	4	we	we	PRON
ajam-216	68	5	are	be	AUX
ajam-216	68	6	referring	refer	VERB
ajam-216	68	7	to	to	ADP
ajam-216	68	8	the	the	DET
ajam-216	68	9	natural	natural	ADJ
ajam-216	68	10	,	,	PUNCT
ajam-216	68	11	physical	physical	ADJ
ajam-216	68	12	,	,	PUNCT
ajam-216	68	13	social	social	ADJ
ajam-216	68	14	,	,	PUNCT
ajam-216	68	15	financial	financial	ADJ
ajam-216	68	16	and	and	CCONJ
ajam-216	68	17	human	human	ADJ
ajam-216	68	18	resources	resource	NOUN
ajam-216	68	19	of	of	ADP
ajam-216	68	20	value	value	NOUN
ajam-216	68	21	to	to	ADP
ajam-216	68	22	the	the	DET
ajam-216	68	23	household	household	NOUN
ajam-216	68	24	.	.	PUNCT
ajam-216	69	1	changes	change	NOUN
ajam-216	69	2	in	in	ADP
ajam-216	69	3	the	the	DET
ajam-216	69	4	portfolio	portfolio	NOUN
ajam-216	69	5	of	of	ADP
ajam-216	69	6	assets	asset	NOUN
ajam-216	69	7	,	,	PUNCT
ajam-216	69	8	their	their	PRON
ajam-216	69	9	productivity	productivity	NOUN
ajam-216	69	10	and	and	CCONJ
ajam-216	69	11	the	the	DET
ajam-216	69	12	extent	extent	NOUN
ajam-216	69	13	to	to	PART
ajam-216	69	14	which	which	PRON
ajam-216	69	15	households	household	NOUN
ajam-216	69	16	have	have	VERB
ajam-216	69	17	access	access	NOUN
ajam-216	69	18	to	to	ADP
ajam-216	69	19	them	they	PRON
ajam-216	69	20	are	be	AUX
ajam-216	69	21	the	the	DET
ajam-216	69	22	attributes	attribute	NOUN
ajam-216	69	23	that	that	PRON
ajam-216	69	24	are	be	AUX
ajam-216	69	25	critical	critical	ADJ
ajam-216	69	26	in	in	ADP
ajam-216	69	27	determining	determine	VERB
ajam-216	69	28	livelihood	livelihood	ADJ
ajam-216	69	29	diversification	diversification	NOUN
ajam-216	69	30	and	and	CCONJ
ajam-216	69	31	ultimately	ultimately	ADV
ajam-216	69	32	household	household	NOUN
ajam-216	69	33	welfare	welfare	NOUN
ajam-216	69	34	(	(	PUNCT
ajam-216	69	35	dorward	dorward	NOUN
ajam-216	69	36	et	et	PROPN
ajam-216	69	37	al	al	PROPN
ajam-216	69	38	.	.	PROPN
ajam-216	69	39	,	,	PUNCT
ajam-216	69	40	2003	2003	NUM
ajam-216	69	41	)	)	PUNCT
ajam-216	69	42	.	.	PUNCT
ajam-216	70	1	the	the	DET
ajam-216	70	2	limitations	limitation	NOUN
ajam-216	70	3	from	from	ADP
ajam-216	70	4	access	access	NOUN
ajam-216	70	5	to	to	ADP
ajam-216	70	6	credit	credit	NOUN
ajam-216	70	7	and	and	CCONJ
ajam-216	70	8	lack	lack	NOUN
ajam-216	70	9	of	of	ADP
ajam-216	70	10	education	education	NOUN
ajam-216	70	11	,	,	PUNCT
ajam-216	70	12	for	for	ADP
ajam-216	70	13	example	example	NOUN
ajam-216	70	14	,	,	PUNCT
ajam-216	70	15	have	have	AUX
ajam-216	70	16	been	be	AUX
ajam-216	70	17	highlighted	highlight	VERB
ajam-216	70	18	by	by	ADP
ajam-216	70	19	bezabiw	bezabiw	NOUN
ajam-216	70	20	et	et	PROPN
ajam-216	70	21	al	al	PROPN
ajam-216	70	22	.	.	PROPN
ajam-216	71	1	(	(	PUNCT
ajam-216	71	2	2010	2010	NUM
ajam-216	71	3	)	)	PUNCT
ajam-216	71	4	in	in	ADP
ajam-216	71	5	their	their	PRON
ajam-216	71	6	case	case	NOUN
ajam-216	71	7	study	study	NOUN
ajam-216	71	8	on	on	ADP
ajam-216	71	9	ethiopia	ethiopia	PROPN
ajam-216	71	10	.	.	PUNCT
ajam-216	72	1	for	for	ADP
ajam-216	72	2	small	small	ADJ
ajam-216	72	3	and	and	CCONJ
ajam-216	72	4	marginal	marginal	ADJ
ajam-216	72	5	farmers	farmer	NOUN
ajam-216	72	6	,	,	PUNCT
ajam-216	72	7	the	the	DET
ajam-216	72	8	importance	importance	NOUN
ajam-216	72	9	of	of	ADP
ajam-216	72	10	wellfunctioning	wellfunctione	VERB
ajam-216	72	11	markets	market	NOUN
ajam-216	72	12	helps	help	VERB
ajam-216	72	13	in	in	ADP
ajam-216	72	14	reducing	reduce	VERB
ajam-216	72	15	transaction	transaction	NOUN
ajam-216	72	16	costs	cost	NOUN
ajam-216	72	17	and	and	CCONJ
ajam-216	72	18	risks	risk	VERB
ajam-216	72	19	assets	asset	NOUN
ajam-216	72	20	physical	physical	ADJ
ajam-216	72	21	(	(	PUNCT
ajam-216	72	22	access	access	NOUN
ajam-216	72	23	to	to	ADP
ajam-216	72	24	land	land	NOUN
ajam-216	72	25	,	,	PUNCT
ajam-216	72	26	fertilizers	fertilizer	NOUN
ajam-216	72	27	)	)	PUNCT
ajam-216	72	28	,	,	PUNCT
ajam-216	72	29	social	social	ADJ
ajam-216	72	30	(	(	PUNCT
ajam-216	72	31	education	education	NOUN
ajam-216	72	32	,	,	PUNCT
ajam-216	72	33	health	health	NOUN
ajam-216	72	34	status	status	NOUN
ajam-216	72	35	,	,	PUNCT
ajam-216	72	36	household	household	NOUN
ajam-216	72	37	structure	structure	NOUN
ajam-216	72	38	)	)	PUNCT
ajam-216	72	39	,	,	PUNCT
ajam-216	72	40	financial	financial	ADJ
ajam-216	72	41	(	(	PUNCT
ajam-216	72	42	money	money	NOUN
ajam-216	72	43	)	)	PUNCT
ajam-216	72	44	,	,	PUNCT
ajam-216	72	45	natural	natural	ADJ
ajam-216	72	46	(	(	PUNCT
ajam-216	72	47	time	time	NOUN
ajam-216	72	48	)	)	PUNCT
ajam-216	72	49	,	,	PUNCT
ajam-216	72	50	etc	etc	X
ajam-216	72	51	institutions	institution	NOUN
ajam-216	72	52	producer	producer	NOUN
ajam-216	72	53	organizations	organization	NOUN
ajam-216	72	54	,	,	PUNCT
ajam-216	72	55	extension	extension	NOUN
ajam-216	72	56	services	service	NOUN
ajam-216	72	57	,	,	PUNCT
ajam-216	72	58	r	r	NOUN
ajam-216	72	59	and	and	CCONJ
ajam-216	72	60	d	d	NOUN
ajam-216	72	61	,	,	PUNCT
ajam-216	72	62	sharecropping	sharecropping	NOUN
ajam-216	72	63	arrangements	arrangement	NOUN
ajam-216	72	64	,	,	PUNCT
ajam-216	72	65	mass	mass	ADJ
ajam-216	72	66	media	medium	NOUN
ajam-216	72	67	access	access	NOUN
ajam-216	72	68	markets	market	NOUN
ajam-216	72	69	access	access	NOUN
ajam-216	72	70	to	to	ADP
ajam-216	72	71	motorable	motorable	ADJ
ajam-216	72	72	roads	road	NOUN
ajam-216	72	73	,	,	PUNCT
ajam-216	72	74	product	product	NOUN
ajam-216	72	75	markets	market	NOUN
ajam-216	72	76	,	,	PUNCT
ajam-216	72	77	public	public	ADJ
ajam-216	72	78	transport	transport	NOUN
ajam-216	72	79	,	,	PUNCT
ajam-216	72	80	etc	etc	X
ajam-216	72	81	livelihood	livelihood	NOUN
ajam-216	72	82	diversification	diversification	NOUN
ajam-216	72	83	on	on	ADP
ajam-216	72	84	-	-	PUNCT
ajam-216	72	85	farm	farm	NOUN
ajam-216	72	86	,	,	PUNCT
ajam-216	72	87	off	off	ADP
ajam-216	72	88	farm	farm	NOUN
ajam-216	72	89	and	and	CCONJ
ajam-216	72	90	non	non	ADJ
ajam-216	72	91	-	-	ADJ
ajam-216	72	92	farm	farm	ADJ
ajam-216	72	93	activities	activity	NOUN
ajam-216	72	94	household	household	NOUN
ajam-216	72	95	welfare	welfare	NOUN
ajam-216	72	96	figure	figure	NOUN
ajam-216	72	97	1	1	NUM
ajam-216	72	98	.	.	PUNCT
ajam-216	72	99	study	study	NOUN
ajam-216	72	100	framework	framework	NOUN
ajam-216	72	101	:	:	PUNCT
ajam-216	72	102	causes	cause	NOUN
ajam-216	72	103	and	and	CCONJ
ajam-216	72	104	consequences	consequence	NOUN
ajam-216	72	105	of	of	ADP
ajam-216	72	106	livelihood	livelihood	NOUN
ajam-216	72	107	diversification	diversification	NOUN
ajam-216	72	108	.	.	PUNCT
ajam-216	73	1	source	source	NOUN
ajam-216	73	2	:	:	PUNCT
ajam-216	73	3	author	author	NOUN
ajam-216	73	4	.	.	PUNCT
ajam-216	74	1	involved	involve	VERB
ajam-216	74	2	in	in	ADP
ajam-216	74	3	acquiring	acquire	VERB
ajam-216	74	4	inputs	input	NOUN
ajam-216	74	5	and	and	CCONJ
ajam-216	74	6	profitably	profitably	ADV
ajam-216	74	7	selling	sell	VERB
ajam-216	74	8	outputs	output	NOUN
ajam-216	74	9	.	.	PUNCT
ajam-216	75	1	for	for	ADP
ajam-216	75	2	example	example	NOUN
ajam-216	75	3	,	,	PUNCT
ajam-216	75	4	access	access	NOUN
ajam-216	75	5	to	to	ADP
ajam-216	75	6	rural	rural	ADJ
ajam-216	75	7	infrastructure	infrastructure	NOUN
ajam-216	75	8	including	include	VERB
ajam-216	75	9	the	the	DET
ajam-216	75	10	presence	presence	NOUN
ajam-216	75	11	of	of	ADP
ajam-216	75	12	local	local	ADJ
ajam-216	75	13	markets	market	NOUN
ajam-216	75	14	,	,	PUNCT
ajam-216	75	15	motorable	motorable	ADJ
ajam-216	75	16	roads	road	NOUN
ajam-216	75	17	,	,	PUNCT
ajam-216	75	18	electricity	electricity	NOUN
ajam-216	75	19	,	,	PUNCT
ajam-216	75	20	telecommunications	telecommunication	NOUN
ajam-216	75	21	,	,	PUNCT
ajam-216	75	22	etc	etc	X
ajam-216	75	23	provide	provide	VERB
ajam-216	75	24	important	important	ADJ
ajam-216	75	25	means	mean	NOUN
ajam-216	75	26	of	of	ADP
ajam-216	75	27	intervening	intervene	VERB
ajam-216	75	28	directly	directly	ADV
ajam-216	75	29	in	in	ADP
ajam-216	75	30	market	market	NOUN
ajam-216	75	31	transacttions	transacttion	NOUN
ajam-216	75	32	in	in	ADP
ajam-216	75	33	order	order	NOUN
ajam-216	75	34	to	to	PART
ajam-216	75	35	change	change	VERB
ajam-216	75	36	costs	cost	NOUN
ajam-216	75	37	or	or	CCONJ
ajam-216	75	38	returns	return	NOUN
ajam-216	75	39	of	of	ADP
ajam-216	75	40	economic	economic	ADJ
ajam-216	75	41	activities	activity	NOUN
ajam-216	75	42	.	.	PUNCT
ajam-216	76	1	this	this	PRON
ajam-216	76	2	creates	create	VERB
ajam-216	76	3	direct	direct	ADJ
ajam-216	76	4	and	and	CCONJ
ajam-216	76	5	indirect	indirect	ADJ
ajam-216	76	6	non	non	ADJ
ajam-216	76	7	-	-	ADJ
ajam-216	76	8	farm	farm	ADJ
ajam-216	76	9	employment	employment	NOUN
ajam-216	76	10	and	and	CCONJ
ajam-216	76	11	income	income	NOUN
ajam-216	76	12	opportunities	opportunity	NOUN
ajam-216	76	13	for	for	SCONJ
ajam-216	76	14	the	the	DET
ajam-216	76	15	poor	poor	ADJ
ajam-216	76	16	to	to	PART
ajam-216	76	17	improve	improve	VERB
ajam-216	76	18	welfare	welfare	NOUN
ajam-216	76	19	.	.	PUNCT
ajam-216	77	1	the	the	DET
ajam-216	77	2	acknowledgement	acknowledgement	NOUN
ajam-216	77	3	of	of	ADP
ajam-216	77	4	the	the	DET
ajam-216	77	5	role	role	NOUN
ajam-216	77	6	of	of	ADP
ajam-216	77	7	institutions	institution	NOUN
ajam-216	77	8	in	in	ADP
ajam-216	77	9	non	non	ADJ
ajam-216	77	10	-	-	ADJ
ajam-216	77	11	farm	farm	ADJ
ajam-216	77	12	diversification	diversification	NOUN
ajam-216	77	13	is	be	AUX
ajam-216	77	14	derived	derive	VERB
ajam-216	77	15	from	from	ADP
ajam-216	77	16	the	the	DET
ajam-216	77	17	recognition	recognition	NOUN
ajam-216	77	18	that	that	SCONJ
ajam-216	77	19	much	much	ADJ
ajam-216	77	20	of	of	ADP
ajam-216	77	21	human	human	ADJ
ajam-216	77	22	interaction	interaction	NOUN
ajam-216	77	23	and	and	CCONJ
ajam-216	77	24	activity	activity	NOUN
ajam-216	77	25	is	be	AUX
ajam-216	77	26	structured	structure	VERB
ajam-216	77	27	in	in	ADP
ajam-216	77	28	terms	term	NOUN
ajam-216	77	29	of	of	ADP
ajam-216	77	30	overt	overt	ADJ
ajam-216	77	31	or	or	CCONJ
ajam-216	77	32	implicit	implicit	ADJ
ajam-216	77	33	rules	rule	NOUN
ajam-216	77	34	that	that	PRON
ajam-216	77	35	define	define	VERB
ajam-216	77	36	the	the	DET
ajam-216	77	37	incentives	incentive	NOUN
ajam-216	77	38	and	and	CCONJ
ajam-216	77	39	sanctions	sanction	NOUN
ajam-216	77	40	households	household	NOUN
ajam-216	77	41	face	face	NOUN
ajam-216	77	42	(	(	PUNCT
ajam-216	77	43	hodgson	hodgson	PROPN
ajam-216	77	44	,	,	PUNCT
ajam-216	77	45	2006	2006	NUM
ajam-216	77	46	)	)	PUNCT
ajam-216	77	47	.	.	PUNCT
ajam-216	78	1	while	while	SCONJ
ajam-216	78	2	the	the	DET
ajam-216	78	3	idea	idea	NOUN
ajam-216	78	4	of	of	ADP
ajam-216	78	5	institutions	institution	NOUN
ajam-216	78	6	could	could	AUX
ajam-216	78	7	be	be	AUX
ajam-216	78	8	defined	define	VERB
ajam-216	78	9	to	to	PART
ajam-216	78	10	include	include	VERB
ajam-216	78	11	many	many	ADJ
ajam-216	78	12	components	component	NOUN
ajam-216	78	13	,	,	PUNCT
ajam-216	78	14	the	the	DET
ajam-216	78	15	study	study	NOUN
ajam-216	78	16	examines	examine	VERB
ajam-216	78	17	three	three	NUM
ajam-216	78	18	of	of	ADP
ajam-216	78	19	these	these	PRON
ajam-216	78	20	that	that	PRON
ajam-216	78	21	are	be	AUX
ajam-216	78	22	particularly	particularly	ADV
ajam-216	78	23	important	important	ADJ
ajam-216	78	24	for	for	ADP
ajam-216	78	25	rural	rural	ADJ
ajam-216	78	26	farm	farm	NOUN
ajam-216	78	27	households	household	NOUN
ajam-216	78	28	namely	namely	ADV
ajam-216	78	29	,	,	PUNCT
ajam-216	78	30	producer	producer	NOUN
ajam-216	78	31	cooperatives	cooperative	NOUN
ajam-216	78	32	,	,	PUNCT
ajam-216	78	33	extension	extension	NOUN
ajam-216	78	34	services	service	NOUN
ajam-216	78	35	and	and	CCONJ
ajam-216	78	36	sharecropping	sharecropping	NOUN
ajam-216	78	37	(	(	PUNCT
ajam-216	78	38	figure	figure	NOUN
ajam-216	78	39	1	1	NUM
ajam-216	78	40	)	)	PUNCT
ajam-216	78	41	.	.	PUNCT
ajam-216	79	1	estimation	estimation	NOUN
ajam-216	79	2	technique	technique	NOUN
ajam-216	79	3	the	the	DET
ajam-216	79	4	endogenous	endogenous	ADJ
ajam-216	79	5	switching	switching	NOUN
ajam-216	79	6	regression	regression	NOUN
ajam-216	79	7	analysis	analysis	NOUN
ajam-216	79	8	,	,	PUNCT
ajam-216	79	9	also	also	ADV
ajam-216	79	10	known	know	VERB
ajam-216	79	11	as	as	ADP
ajam-216	79	12	the	the	DET
ajam-216	79	13	mover	mover	NOUN
ajam-216	79	14	or	or	CCONJ
ajam-216	79	15	stayer	stayer	NOUN
ajam-216	79	16	model	model	NOUN
ajam-216	79	17	,	,	PUNCT
ajam-216	79	18	is	be	AUX
ajam-216	79	19	applied	apply	VERB
ajam-216	79	20	to	to	ADP
ajam-216	79	21	situations	situation	NOUN
ajam-216	79	22	where	where	SCONJ
ajam-216	79	23	one	one	PRON
ajam-216	79	24	wishes	wish	VERB
ajam-216	79	25	to	to	PART
ajam-216	79	26	establish	establish	VERB
ajam-216	79	27	the	the	DET
ajam-216	79	28	effect	effect	NOUN
ajam-216	79	29	of	of	ADP
ajam-216	79	30	being	be	AUX
ajam-216	79	31	in	in	ADP
ajam-216	79	32	one	one	NUM
ajam-216	79	33	of	of	ADP
ajam-216	79	34	two	two	NUM
ajam-216	79	35	different	different	ADJ
ajam-216	79	36	positions	position	NOUN
ajam-216	79	37	(	(	PUNCT
ajam-216	79	38	status	status	NOUN
ajam-216	79	39	,	,	PUNCT
ajam-216	79	40	regimes	regime	NOUN
ajam-216	79	41	or	or	CCONJ
ajam-216	79	42	states	state	NOUN
ajam-216	79	43	)	)	PUNCT
ajam-216	79	44	on	on	ADP
ajam-216	79	45	desired	desire	VERB
ajam-216	79	46	outcomes	outcome	NOUN
ajam-216	79	47	and	and	CCONJ
ajam-216	79	48	the	the	DET
ajam-216	79	49	possibility	possibility	NOUN
ajam-216	79	50	of	of	ADP
ajam-216	79	51	moving	move	VERB
ajam-216	79	52	or	or	CCONJ
ajam-216	79	53	staying	stay	VERB
ajam-216	79	54	in	in	ADP
ajam-216	79	55	that	that	DET
ajam-216	79	56	particular	particular	ADJ
ajam-216	79	57	position	position	NOUN
ajam-216	79	58	,	,	PUNCT
ajam-216	79	59	regime	regime	NOUN
ajam-216	79	60	or	or	CCONJ
ajam-216	79	61	state	state	NOUN
ajam-216	79	62	(	(	PUNCT
ajam-216	79	63	tauer	tauer	NOUN
ajam-216	79	64	,	,	PUNCT
ajam-216	79	65	2005	2005	NUM
ajam-216	79	66	)	)	PUNCT
ajam-216	79	67	.	.	PUNCT
ajam-216	80	1	in	in	ADP
ajam-216	80	2	this	this	DET
ajam-216	80	3	study	study	NOUN
ajam-216	80	4	,	,	PUNCT
ajam-216	80	5	the	the	DET
ajam-216	80	6	outcome	outcome	NOUN
ajam-216	80	7	of	of	ADP
ajam-216	80	8	interest	interest	NOUN
ajam-216	80	9	is	be	AUX
ajam-216	80	10	household	household	NOUN
ajam-216	80	11	welfare	welfare	NOUN
ajam-216	80	12	and	and	CCONJ
ajam-216	80	13	the	the	DET
ajam-216	80	14	two	two	NUM
ajam-216	80	15	regimes	regime	NOUN
ajam-216	80	16	or	or	CCONJ
ajam-216	80	17	decision	decision	NOUN
ajam-216	80	18	states	state	NOUN
ajam-216	80	19	are	be	AUX
ajam-216	80	20	whether	whether	SCONJ
ajam-216	80	21	or	or	CCONJ
ajam-216	80	22	not	not	PART
ajam-216	80	23	households	household	NOUN
ajam-216	80	24	are	be	AUX
ajam-216	80	25	more	more	ADV
ajam-216	80	26	or	or	CCONJ
ajam-216	80	27	less	less	ADV
ajam-216	80	28	diversified	diversified	ADJ
ajam-216	80	29	.	.	PUNCT
ajam-216	81	1	the	the	DET
ajam-216	81	2	endogenous	endogenous	ADJ
ajam-216	81	3	switching	switching	NOUN
ajam-216	81	4	regression	regression	NOUN
ajam-216	81	5	approach	approach	NOUN
ajam-216	81	6	is	be	AUX
ajam-216	81	7	used	use	VERB
ajam-216	81	8	because	because	SCONJ
ajam-216	81	9	the	the	DET
ajam-216	81	10	decision	decision	NOUN
ajam-216	81	11	whether	whether	SCONJ
ajam-216	81	12	or	or	CCONJ
ajam-216	81	13	not	not	PART
ajam-216	81	14	to	to	PART
ajam-216	81	15	engage	engage	VERB
ajam-216	81	16	in	in	ADP
ajam-216	81	17	livelihood	livelihood	NOUN
ajam-216	81	18	diversification	diversification	NOUN
ajam-216	81	19	is	be	AUX
ajam-216	81	20	voluntary	voluntary	ADJ
ajam-216	81	21	and	and	CCONJ
ajam-216	81	22	may	may	AUX
ajam-216	81	23	be	be	AUX
ajam-216	81	24	based	base	VERB
ajam-216	81	25	on	on	ADP
ajam-216	81	26	individual	individual	ADJ
ajam-216	81	27	self	self	NOUN
ajam-216	81	28	-	-	PUNCT
ajam-216	81	29	selection	selection	NOUN
ajam-216	81	30	,	,	PUNCT
ajam-216	81	31	causing	cause	VERB
ajam-216	81	32	a	a	DET
ajam-216	81	33	biased	biased	ADJ
ajam-216	81	34	sample	sample	NOUN
ajam-216	81	35	with	with	ADP
ajam-216	81	36	nonprobability	nonprobability	NOUN
ajam-216	81	37	sampling	sampling	NOUN
ajam-216	81	38	.	.	PUNCT
ajam-216	82	1	self	self	NOUN
ajam-216	82	2	-	-	PUNCT
ajam-216	82	3	selection	selection	NOUN
ajam-216	82	4	makes	make	VERB
ajam-216	82	5	it	it	PRON
ajam-216	82	6	difficult	difficult	ADJ
ajam-216	82	7	to	to	PART
ajam-216	82	8	determine	determine	VERB
ajam-216	82	9	causation	causation	NOUN
ajam-216	82	10	.	.	PUNCT
ajam-216	83	1	for	for	ADP
ajam-216	83	2	example	example	NOUN
ajam-216	83	3	,	,	PUNCT
ajam-216	83	4	one	one	PRON
ajam-216	83	5	might	might	AUX
ajam-216	83	6	notice	notice	VERB
ajam-216	83	7	a	a	DET
ajam-216	83	8	significantly	significantly	ADV
ajam-216	83	9	higher	high	ADJ
ajam-216	83	10	welfare	welfare	NOUN
ajam-216	83	11	among	among	ADP
ajam-216	83	12	those	those	DET
ajam-216	83	13	participate	participate	NOUN
ajam-216	83	14	in	in	ADP
ajam-216	83	15	off	off	ADP
ajam-216	83	16	-	-	PUNCT
ajam-216	83	17	farm	farm	NOUN
ajam-216	83	18	participation	participation	NOUN
ajam-216	83	19	and	and	CCONJ
ajam-216	83	20	credit	credit	NOUN
ajam-216	83	21	this	this	DET
ajam-216	83	22	difference	difference	NOUN
ajam-216	83	23	to	to	ADP
ajam-216	83	24	the	the	DET
ajam-216	83	25	off	off	ADP
ajam-216	83	26	-	-	PUNCT
ajam-216	83	27	farm	farm	NOUN
ajam-216	83	28	participation	participation	NOUN
ajam-216	83	29	decision	decision	NOUN
ajam-216	83	30	.	.	PUNCT
ajam-216	84	1	however	however	ADV
ajam-216	84	2	,	,	PUNCT
ajam-216	84	3	farm	farm	NOUN
ajam-216	84	4	households	household	NOUN
ajam-216	84	5	that	that	PRON
ajam-216	84	6	engage	engage	VERB
ajam-216	84	7	in	in	ADP
ajam-216	84	8	non	non	ADJ
ajam-216	84	9	-	-	ADJ
ajam-216	84	10	farm	farm	ADJ
ajam-216	84	11	activities	activity	NOUN
ajam-216	84	12	may	may	AUX
ajam-216	84	13	have	have	VERB
ajam-216	84	14	systematically	systematically	ADV
ajam-216	84	15	different	different	ADJ
ajam-216	84	16	characteristics	characteristic	NOUN
ajam-216	84	17	from	from	ADP
ajam-216	84	18	households	household	NOUN
ajam-216	84	19	that	that	PRON
ajam-216	84	20	do	do	VERB
ajam-216	84	21	not	not	PART
ajam-216	84	22	due	due	ADP
ajam-216	84	23	to	to	ADP
ajam-216	84	24	self	self	NOUN
ajam-216	84	25	selection	selection	NOUN
ajam-216	84	26	.	.	PUNCT
ajam-216	85	1	those	those	PRON
ajam-216	85	2	who	who	PRON
ajam-216	85	3	choose	choose	VERB
ajam-216	85	4	to	to	PART
ajam-216	85	5	participate	participate	VERB
ajam-216	85	6	in	in	ADP
ajam-216	85	7	off	off	ADP
ajam-216	85	8	-	-	PUNCT
ajam-216	85	9	farm	farm	NOUN
ajam-216	85	10	activities	activity	NOUN
ajam-216	85	11	might	might	AUX
ajam-216	85	12	be	be	AUX
ajam-216	85	13	more	more	ADV
ajam-216	85	14	hard	hard	ADV
ajam-216	85	15	-	-	PUNCT
ajam-216	85	16	working	work	VERB
ajam-216	85	17	,	,	PUNCT
ajam-216	85	18	studious	studious	ADJ
ajam-216	85	19	and	and	CCONJ
ajam-216	85	20	dedicated	dedicated	ADJ
ajam-216	85	21	than	than	ADP
ajam-216	85	22	those	those	PRON
ajam-216	85	23	who	who	PRON
ajam-216	85	24	did	do	AUX
ajam-216	85	25	not	not	PART
ajam-216	85	26	participate	participate	VERB
ajam-216	85	27	,	,	PUNCT
ajam-216	85	28	explaining	explain	VERB
ajam-216	85	29	the	the	DET
ajam-216	85	30	difference	difference	NOUN
ajam-216	85	31	between	between	ADP
ajam-216	85	32	the	the	DET
ajam-216	85	33	two	two	NUM
ajam-216	85	34	groups	group	NOUN
ajam-216	85	35	.	.	PUNCT
ajam-216	86	1	neglecting	neglect	VERB
ajam-216	86	2	these	these	DET
ajam-216	86	3	effects	effect	NOUN
ajam-216	86	4	is	be	AUX
ajam-216	86	5	likely	likely	ADJ
ajam-216	86	6	to	to	PART
ajam-216	86	7	give	give	VERB
ajam-216	86	8	a	a	DET
ajam-216	86	9	false	false	ADJ
ajam-216	86	10	picture	picture	NOUN
ajam-216	86	11	of	of	ADP
ajam-216	86	12	the	the	DET
ajam-216	86	13	relative	relative	ADJ
ajam-216	86	14	welfare	welfare	NOUN
ajam-216	86	15	status	status	NOUN
ajam-216	86	16	among	among	ADP
ajam-216	86	17	the	the	DET
ajam-216	86	18	diversified	diversify	VERB
ajam-216	86	19	and	and	CCONJ
ajam-216	86	20	nondiversified	nondiversifie	VERB
ajam-216	86	21	farm	farm	NOUN
ajam-216	86	22	groups	group	NOUN
ajam-216	86	23	.	.	PUNCT
ajam-216	87	1	these	these	DET
ajam-216	87	2	reasons	reason	NOUN
ajam-216	87	3	warrant	warrant	VERB
ajam-216	87	4	estimating	estimate	VERB
ajam-216	87	5	distinct	distinct	ADJ
ajam-216	87	6	regressions	regression	NOUN
ajam-216	87	7	for	for	ADP
ajam-216	87	8	the	the	DET
ajam-216	87	9	two	two	NUM
ajam-216	87	10	different	different	ADJ
ajam-216	87	11	groups	group	NOUN
ajam-216	87	12	(	(	PUNCT
ajam-216	87	13	diversified	diversified	ADJ
ajam-216	87	14	and	and	CCONJ
ajam-216	87	15	less	less	ADV
ajam-216	87	16	diversified	diversified	ADJ
ajam-216	87	17	)	)	PUNCT
ajam-216	87	18	instead	instead	ADV
ajam-216	87	19	of	of	ADP
ajam-216	87	20	a	a	DET
ajam-216	87	21	homogenous	homogenous	ADJ
ajam-216	87	22	and	and	CCONJ
ajam-216	87	23	single	single	ADJ
ajam-216	87	24	welfare	welfare	NOUN
ajam-216	87	25	function	function	NOUN
ajam-216	87	26	.	.	PUNCT
ajam-216	88	1	doing	do	VERB
ajam-216	88	2	this	this	PRON
ajam-216	88	3	however	however	ADV
ajam-216	88	4	leads	lead	VERB
ajam-216	88	5	to	to	ADP
ajam-216	88	6	observations	observation	NOUN
ajam-216	88	7	that	that	PRON
ajam-216	88	8	are	be	AUX
ajam-216	88	9	no	no	ADV
ajam-216	88	10	longer	long	ADV
ajam-216	88	11	random	random	ADJ
ajam-216	88	12	draws	draw	NOUN
ajam-216	88	13	from	from	ADP
ajam-216	88	14	the	the	DET
ajam-216	88	15	population	population	NOUN
ajam-216	88	16	which	which	PRON
ajam-216	88	17	makes	make	VERB
ajam-216	88	18	the	the	DET
ajam-216	88	19	use	use	NOUN
ajam-216	88	20	of	of	ADP
ajam-216	88	21	ordinary	ordinary	ADJ
ajam-216	88	22	least	least	ADJ
ajam-216	88	23	squares	square	NOUN
ajam-216	88	24	not	not	PART
ajam-216	88	25	appropriate	appropriate	ADJ
ajam-216	88	26	.	.	PUNCT
ajam-216	89	1	following	follow	VERB
ajam-216	89	2	lokshin	lokshin	NOUN
ajam-216	89	3	and	and	CCONJ
ajam-216	89	4	sajaia	sajaia	PROPN
ajam-216	89	5	(	(	PUNCT
ajam-216	89	6	2004	2004	NUM
ajam-216	89	7	)	)	PUNCT
ajam-216	89	8	,	,	PUNCT
ajam-216	89	9	the	the	DET
ajam-216	89	10	first	first	ADJ
ajam-216	89	11	step	step	NOUN
ajam-216	89	12	in	in	ADP
ajam-216	89	13	the	the	DET
ajam-216	89	14	switching	switch	VERB
ajam-216	89	15	regression	regression	NOUN
ajam-216	89	16	model	model	NOUN
ajam-216	89	17	is	be	AUX
ajam-216	89	18	to	to	PART
ajam-216	89	19	determine	determine	VERB
ajam-216	89	20	the	the	DET
ajam-216	89	21	factors	factor	NOUN
ajam-216	89	22	influencing	influence	VERB
ajam-216	89	23	livelihood	livelihood	NOUN
ajam-216	89	24	diversification	diversification	NOUN
ajam-216	89	25	among	among	ADP
ajam-216	89	26	the	the	DET
ajam-216	89	27	farm	farm	NOUN
ajam-216	89	28	households	household	NOUN
ajam-216	89	29	based	base	VERB
ajam-216	89	30	on	on	ADP
ajam-216	89	31	a	a	DET
ajam-216	89	32	probit	probit	NOUN
ajam-216	89	33	function	function	NOUN
ajam-216	89	34	is	be	AUX
ajam-216	89	35	specified	specify	VERB
ajam-216	89	36	as	as	ADP
ajam-216	89	37	:	:	PUNCT
ajam-216	89	38	d	d	X
ajam-216	89	39	*	*	PUNCT
ajam-216	89	40			NUM
ajam-216	89	41	α	α	NOUN
ajam-216	89	42	'	'	PUNCT
ajam-216	89	43	z	z	NOUN
ajam-216	90	1	i	i	PRON
ajam-216	90	2	ε	ε	ADV
ajam-216	90	3	0i	0i	VERB
ajam-216	91	1	i	i	PRON
ajam-216	91	2	(	(	PUNCT
ajam-216	91	3	1	1	X
ajam-216	91	4	)	)	PUNCT
ajam-216	91	5	where	where	SCONJ
ajam-216	91	6	d	d	NOUN
ajam-216	91	7	*	*	PUNCT
ajam-216	91	8	is	be	AUX
ajam-216	91	9	the	the	DET
ajam-216	91	10	latent	latent	NOUN
ajam-216	91	11	dependent	dependent	ADJ
ajam-216	91	12	variable	variable	NOUN
ajam-216	91	13	which	which	PRON
ajam-216	91	14	we	we	PRON
ajam-216	91	15	observe	observe	VERB
ajam-216	91	16	i	i	PRON
ajam-216	91	17	through	through	ADP
ajam-216	91	18	the	the	DET
ajam-216	91	19	decision	decision	NOUN
ajam-216	91	20	to	to	PART
ajam-216	91	21	engage	engage	VERB
ajam-216	91	22	in	in	ADP
ajam-216	91	23	livelihood	livelihood	NOUN
ajam-216	91	24	diversification	diversification	NOUN
ajam-216	91	25	activities	activity	NOUN
ajam-216	91	26	*	*	PUNCT
ajam-216	91	27			INTJ
ajam-216	91	28	0	0	PUNCT
ajam-216	91	29	(	(	PUNCT
ajam-216	91	30	diversified	diversified	ADJ
ajam-216	91	31	)	)	PUNCT
ajam-216	91	32	and	and	CCONJ
ajam-216	91	33	*	*	PUNCT
ajam-216	91	34	≤	≤	NUM
ajam-216	91	35	0	0	NUM
ajam-216	91	36	(	(	PUNCT
ajam-216	91	37	less	less	ADJ
ajam-216	91	38	and	and	CCONJ
ajam-216	91	39	di	di	INTJ
ajam-216	91	40			NOUN
ajam-216	91	41	1	1	NUM
ajam-216	91	42	if	if	SCONJ
ajam-216	91	43	di	di	X
ajam-216	91	44	di	di	NOUN
ajam-216	91	45			NOUN
ajam-216	91	46	0	0	PUNCT
ajam-216	92	1	if	if	SCONJ
ajam-216	92	2	di	di	X
ajam-216	92	3	the	the	DET
ajam-216	92	4	„	„	PUNCT
ajam-216	92	5	unobservables‟	unobservables‟	PROPN
ajam-216	92	6	of	of	ADP
ajam-216	92	7	household	household	NOUN
ajam-216	92	8	welfare	welfare	NOUN
ajam-216	92	9	equations	equation	NOUN
ajam-216	92	10	.	.	PUNCT
ajam-216	93	1	diversified	diversified	ADJ
ajam-216	93	2	)	)	PUNCT
ajam-216	93	3	.	.	PUNCT
ajam-216	94	1	diversification	diversification	NOUN
ajam-216	94	2	is	be	AUX
ajam-216	94	3	defined	define	VERB
ajam-216	94	4	as	as	ADP
ajam-216	94	5	participation	participation	NOUN
ajam-216	94	6	in	in	ADP
ajam-216	94	7	the	the	DET
ajam-216	94	8	local	local	ADJ
ajam-216	94	9	non	non	ADJ
ajam-216	94	10	-	-	ADJ
ajam-216	94	11	farm	farm	ADJ
ajam-216	94	12	sector	sector	NOUN
ajam-216	94	13	through	through	ADP
ajam-216	94	14	wage	wage	NOUN
ajam-216	94	15	or	or	CCONJ
ajam-216	94	16	self	self	NOUN
ajam-216	94	17	-	-	PUNCT
ajam-216	94	18	employment	employment	NOUN
ajam-216	94	19	.	.	PUNCT
ajam-216	95	1	the	the	DET
ajam-216	95	2	subscript	subscript	NOUN
ajam-216	95	3	i	i	PRON
ajam-216	95	4	data	data	VERB
ajam-216	95	5	denotes	denote	NOUN
ajam-216	95	6	farm	farm	NOUN
ajam-216	95	7	-	-	PUNCT
ajam-216	95	8	households	household	NOUN
ajam-216	95	9	,	,	PUNCT
ajam-216	95	10	z	z	NOUN
ajam-216	95	11	i	i	PRON
ajam-216	95	12	is	be	AUX
ajam-216	95	13	a	a	DET
ajam-216	95	14	vector	vector	NOUN
ajam-216	95	15	of	of	ADP
ajam-216	95	16	exogenous	exogenous	ADJ
ajam-216	95	17	variables	variable	NOUN
ajam-216	95	18	'	'	PUNCT
ajam-216	95	19	α	α	NOUN
ajam-216	96	1	i	i	PRON
ajam-216	96	2	are	be	AUX
ajam-216	96	3	vectors	vector	NOUN
ajam-216	96	4	of	of	ADP
ajam-216	96	5	unknown	unknown	ADJ
ajam-216	96	6	parameters	parameter	NOUN
ajam-216	96	7	and	and	CCONJ
ajam-216	96	8	ε	ε	PROPN
ajam-216	96	9	0i	0i	NOUN
ajam-216	96	10	w1i	w1i	NOUN
ajam-216	96	11			PROPN
ajam-216	96	12	β1	β1	PROPN
ajam-216	96	13	x1i	x1i	PROPN
ajam-216	96	14			ADV
ajam-216	96	15	ε1i	ε1i	PROPN
ajam-216	96	16	if	if	SCONJ
ajam-216	96	17	di	di	NOUN
ajam-216	96	18			NOUN
ajam-216	96	19	1	1	NUM
ajam-216	96	20	w	w	PROPN
ajam-216	96	21	2	2	NUM
ajam-216	96	22	i	i	PRON
ajam-216	96	23			VERB
ajam-216	96	24	β	β	X
ajam-216	96	25	2	2	NUM
ajam-216	96	26	x	x	SYM
ajam-216	96	27	2i	2i	NUM
ajam-216	96	28			X
ajam-216	96	29	ε	ε	PROPN
ajam-216	96	30	2i	2i	NUM
ajam-216	96	31	if	if	SCONJ
ajam-216	96	32	di	di	NOUN
ajam-216	96	33			NOUN
ajam-216	96	34	0	0	NUM
ajam-216	96	35	data	datum	NOUN
ajam-216	96	36	for	for	ADP
ajam-216	96	37	the	the	DET
ajam-216	96	38	study	study	NOUN
ajam-216	96	39	are	be	AUX
ajam-216	96	40	derived	derive	VERB
ajam-216	96	41	from	from	ADP
ajam-216	96	42	the	the	DET
ajam-216	96	43	nationally	nationally	ADV
ajam-216	96	44	representative	representative	ADJ
ajam-216	96	45	multi	multi	ADJ
ajam-216	96	46	-	-	ADJ
ajam-216	96	47	purpose	purpose	ADJ
ajam-216	96	48	ghana	ghana	PROPN
ajam-216	96	49	living	living	NOUN
ajam-216	96	50	standards	standard	NOUN
ajam-216	96	51	survey	survey	NOUN
ajam-216	96	52	(	(	PUNCT
ajam-216	96	53	glss	glss	ADJ
ajam-216	96	54	)	)	PUNCT
ajam-216	96	55	for	for	ADP
ajam-216	96	56	1991/1992	1991/1992	NUM
ajam-216	96	57	and	and	CCONJ
ajam-216	96	58	2005/2006	2005/2006	NUM
ajam-216	96	59	.	.	PUNCT
ajam-216	97	1	these	these	DET
ajam-216	97	2	surveys	survey	NOUN
ajam-216	97	3	provide	provide	VERB
ajam-216	97	4	a	a	DET
ajam-216	97	5	valuable	valuable	ADJ
ajam-216	97	6	source	source	NOUN
ajam-216	97	7	of	of	ADP
ajam-216	97	8	detailed	detailed	ADJ
ajam-216	97	9	data	datum	NOUN
ajam-216	97	10	including	include	VERB
ajam-216	97	11	socio	socio	NOUN
ajam-216	97	12	-	-	PUNCT
ajam-216	97	13	economic	economic	ADJ
ajam-216	97	14	situation	situation	NOUN
ajam-216	97	15	of	of	ADP
ajam-216	97	16	individuals	individual	NOUN
ajam-216	97	17	,	,	PUNCT
ajam-216	97	18	households	household	NOUN
ajam-216	97	19	,	,	PUNCT
ajam-216	97	20	communities	community	NOUN
ajam-216	97	21	,	,	PUNCT
ajam-216	97	22	and	and	CCONJ
ajam-216	97	23	regions	region	NOUN
ajam-216	97	24	in	in	ADP
ajam-216	97	25	ghana	ghana	PROPN
ajam-216	97	26	.	.	PUNCT
ajam-216	98	1	it	it	PRON
ajam-216	98	2	includes	include	VERB
ajam-216	98	3	data	datum	NOUN
ajam-216	98	4	on	on	ADP
ajam-216	98	5	demographic	demographic	ADJ
ajam-216	98	6	characteristics	characteristic	NOUN
ajam-216	98	7	,	,	PUNCT
ajam-216	98	8	health	health	NOUN
ajam-216	98	9	,	,	PUNCT
ajam-216	98	10	education	education	NOUN
ajam-216	98	11	,	,	PUNCT
ajam-216	98	12	economic	economic	ADJ
ajam-216	98	13	activities	activity	NOUN
ajam-216	98	14	and	and	CCONJ
ajam-216	98	15	migration	migration	NOUN
ajam-216	98	16	.	.	PUNCT
ajam-216	99	1	the	the	DET
ajam-216	99	2	survey	survey	NOUN
ajam-216	99	3	consists	consist	VERB
ajam-216	99	4	of	of	ADP
ajam-216	99	5	both	both	CCONJ
ajam-216	99	6	a	a	DET
ajam-216	99	7	household	household	NOUN
ajam-216	99	8	questionnaire	questionnaire	NOUN
ajam-216	99	9	and	and	CCONJ
ajam-216	99	10	a	a	DET
ajam-216	99	11	community	community	NOUN
ajam-216	99	12	questionnaire	questionnaire	NOUN
ajam-216	99	13	,	,	PUNCT
ajam-216	99	14	and	and	CCONJ
ajam-216	99	15	data	datum	NOUN
ajam-216	99	16	from	from	ADP
ajam-216	99	17	either	either	PRON
ajam-216	99	18	of	of	ADP
ajam-216	99	19	these	these	PRON
ajam-216	99	20	are	be	AUX
ajam-216	99	21	combined	combine	VERB
ajam-216	99	22	for	for	ADP
ajam-216	99	23	this	this	DET
ajam-216	99	24	paper	paper	NOUN
ajam-216	99	25	.	.	PUNCT
ajam-216	100	1	in	in	ADP
ajam-216	100	2	order	order	NOUN
ajam-216	100	3	to	to	PART
ajam-216	100	4	also	also	ADV
ajam-216	100	5	analyze	analyze	VERB
ajam-216	100	6	the	the	DET
ajam-216	100	7	role	role	NOUN
ajam-216	100	8	of	of	ADP
ajam-216	100	9	media	medium	NOUN
ajam-216	100	10	access	access	NOUN
ajam-216	100	11	(	(	PUNCT
ajam-216	100	12	tv	tv	NOUN
ajam-216	100	13	,	,	PUNCT
ajam-216	100	14	radio	radio	NOUN
ajam-216	100	15	,	,	PUNCT
ajam-216	100	16	newspapers	newspaper	NOUN
ajam-216	100	17	)	)	PUNCT
ajam-216	100	18	on	on	ADP
ajam-216	100	19	diversification	diversification	NOUN
ajam-216	100	20	and	and	CCONJ
ajam-216	100	21	welfare	welfare	NOUN
ajam-216	100	22	,	,	PUNCT
ajam-216	100	23	additional	additional	ADJ
ajam-216	100	24	data	datum	NOUN
ajam-216	100	25	was	be	AUX
ajam-216	100	26	sourced	source	VERB
ajam-216	100	27	from	from	ADP
ajam-216	100	28	the	the	DET
ajam-216	100	29	demographic	demographic	ADJ
ajam-216	100	30	and	and	CCONJ
ajam-216	100	31	health	health	NOUN
ajam-216	100	32	surveys	survey	NOUN
ajam-216	100	33	(	(	PUNCT
ajam-216	100	34	dhs	dhs	PROPN
ajam-216	100	35	)	)	PUNCT
ajam-216	100	36	for	for	ADP
ajam-216	100	37	the	the	DET
ajam-216	100	38	years	year	NOUN
ajam-216	100	39	1993	1993	NUM
ajam-216	100	40	and	and	CCONJ
ajam-216	100	41	2003	2003	NUM
ajam-216	100	42	.	.	PUNCT
ajam-216	101	1	(	(	PUNCT
ajam-216	101	2	3	3	X
ajam-216	101	3	)	)	PUNCT
ajam-216	101	4	where	where	SCONJ
ajam-216	101	5	w1	w1	NOUN
ajam-216	101	6	and	and	CCONJ
ajam-216	101	7	w2	w2	NOUN
ajam-216	101	8	represent	represent	VERB
ajam-216	101	9	welfare	welfare	NOUN
ajam-216	101	10	functions	function	NOUN
ajam-216	101	11	for	for	ADP
ajam-216	101	12	households	household	NOUN
ajam-216	101	13	engaged	engage	VERB
ajam-216	101	14	with	with	ADP
ajam-216	101	15	non	non	ADJ
ajam-216	101	16	-	-	ADJ
ajam-216	101	17	farm	farm	ADJ
ajam-216	101	18	activities	activity	NOUN
ajam-216	101	19	and	and	CCONJ
ajam-216	101	20	those	those	PRON
ajam-216	101	21	who	who	PRON
ajam-216	101	22	do	do	VERB
ajam-216	101	23	not	not	PART
ajam-216	101	24	.	.	PUNCT
ajam-216	102	1	household	household	NOUN
ajam-216	102	2	welfare	welfare	NOUN
ajam-216	102	3	is	be	AUX
ajam-216	102	4	defined	define	VERB
ajam-216	102	5	here	here	ADV
ajam-216	102	6	as	as	ADP
ajam-216	102	7	a	a	DET
ajam-216	102	8	household‟s	household‟s	NOUN
ajam-216	102	9	command	command	NOUN
ajam-216	102	10	over	over	ADP
ajam-216	102	11	market	market	NOUN
ajam-216	102	12	and	and	CCONJ
ajam-216	102	13	non	non	ADJ
ajam-216	102	14	-	-	ADJ
ajam-216	102	15	market	market	ADJ
ajam-216	102	16	goods	good	NOUN
ajam-216	102	17	and	and	CCONJ
ajam-216	102	18	services	service	NOUN
ajam-216	102	19	at	at	ADP
ajam-216	102	20	the	the	DET
ajam-216	102	21	household	household	NOUN
ajam-216	102	22	level	level	NOUN
ajam-216	102	23	.	.	PUNCT
ajam-216	103	1	the	the	DET
ajam-216	103	2	proxy	proxy	NOUN
ajam-216	103	3	used	use	VERB
ajam-216	103	4	to	to	PART
ajam-216	103	5	measure	measure	VERB
ajam-216	103	6	household	household	NOUN
ajam-216	103	7	welfare	welfare	NOUN
ajam-216	103	8	is	be	AUX
ajam-216	103	9	the	the	DET
ajam-216	103	10	log	log	NOUN
ajam-216	103	11	of	of	ADP
ajam-216	103	12	household	household	NOUN
ajam-216	103	13	consumption	consumption	NOUN
ajam-216	103	14	expenditure	expenditure	NOUN
ajam-216	103	15	adjusted	adjust	VERB
ajam-216	103	16	by	by	ADP
ajam-216	103	17	adult	adult	NOUN
ajam-216	103	18	equivalent	equivalent	ADJ
ajam-216	103	19	units	unit	NOUN
ajam-216	103	20	.	.	PUNCT
ajam-216	104	1	x1	x1	NUM
ajam-216	104	2	and	and	CCONJ
ajam-216	104	3	x	x	SYM
ajam-216	104	4	2	2	NUM
ajam-216	104	5	are	be	AUX
ajam-216	104	6	vectors	vector	NOUN
ajam-216	104	7	of	of	ADP
ajam-216	104	8	weakly	weakly	ADJ
ajam-216	104	9	exogenous	exogenous	ADJ
ajam-216	104	10	variables	variable	NOUN
ajam-216	104	11	;	;	PUNCT
ajam-216	104	12	β1	β1	PROPN
ajam-216	104	13	and	and	CCONJ
ajam-216	104	14	β	β	X
ajam-216	104	15	2	2	NUM
ajam-216	104	16	are	be	AUX
ajam-216	104	17	vectors	vector	NOUN
ajam-216	104	18	of	of	ADP
ajam-216	104	19	parameters	parameter	NOUN
ajam-216	104	20	;	;	PUNCT
ajam-216	104	21	and	and	CCONJ
ajam-216	104	22	ε	ε	PROPN
ajam-216	104	23	1	1	NUM
ajam-216	104	24	and	and	CCONJ
ajam-216	104	25	ε	ε	PROPN
ajam-216	104	26	2	2	NUM
ajam-216	104	27	are	be	AUX
ajam-216	104	28	random	random	ADJ
ajam-216	104	29	disturbance	disturbance	NOUN
ajam-216	104	30	terms	term	NOUN
ajam-216	104	31	.	.	PUNCT
ajam-216	105	1	the	the	DET
ajam-216	105	2	underlying	underlying	ADJ
ajam-216	105	3	assumption	assumption	NOUN
ajam-216	105	4	here	here	ADV
ajam-216	105	5	is	be	AUX
ajam-216	105	6	that	that	SCONJ
ajam-216	105	7	diversification	diversification	NOUN
ajam-216	105	8	is	be	AUX
ajam-216	105	9	endogenous	endogenous	ADJ
ajam-216	105	10	to	to	ADP
ajam-216	105	11	household	household	NOUN
ajam-216	105	12	welfare	welfare	NOUN
ajam-216	105	13	.	.	PUNCT
ajam-216	106	1	also	also	ADV
ajam-216	106	2	,	,	PUNCT
ajam-216	106	3	by	by	ADP
ajam-216	106	4	splitting	split	VERB
ajam-216	106	5	the	the	DET
ajam-216	106	6	sample	sample	NOUN
ajam-216	106	7	into	into	ADP
ajam-216	106	8	two	two	NUM
ajam-216	106	9	,	,	PUNCT
ajam-216	106	10	the	the	DET
ajam-216	106	11	problem	problem	NOUN
ajam-216	106	12	of	of	ADP
ajam-216	106	13	sample	sample	NOUN
ajam-216	106	14	selection	selection	NOUN
ajam-216	106	15	bias	bias	NOUN
ajam-216	106	16	may	may	AUX
ajam-216	106	17	arise	arise	VERB
ajam-216	106	18	.	.	PUNCT
ajam-216	107	1	in	in	ADP
ajam-216	107	2	order	order	NOUN
ajam-216	107	3	to	to	PART
ajam-216	107	4	deal	deal	VERB
ajam-216	107	5	with	with	ADP
ajam-216	107	6	these	these	DET
ajam-216	107	7	challenges	challenge	NOUN
ajam-216	107	8	,	,	PUNCT
ajam-216	107	9	the	the	DET
ajam-216	107	10	switching	switch	VERB
ajam-216	107	11	regression	regression	NOUN
ajam-216	107	12	technique	technique	NOUN
ajam-216	107	13	relies	rely	VERB
ajam-216	107	14	on	on	ADP
ajam-216	107	15	joint	joint	ADJ
ajam-216	107	16	normality	normality	NOUN
ajam-216	107	17	of	of	ADP
ajam-216	107	18	the	the	DET
ajam-216	107	19	error	error	NOUN
ajam-216	107	20	terms	term	NOUN
ajam-216	107	21	in	in	ADP
ajam-216	107	22	the	the	DET
ajam-216	107	23	binary	binary	ADJ
ajam-216	107	24	and	and	CCONJ
ajam-216	107	25	continuous	continuous	ADJ
ajam-216	107	26	equations	equation	NOUN
ajam-216	107	27	.	.	PUNCT
ajam-216	108	1	the	the	DET
ajam-216	108	2	error	error	NOUN
ajam-216	108	3	terms	term	NOUN
ajam-216	108	4	,	,	PUNCT
ajam-216	108	5	ε	ε	PROPN
ajam-216	108	6	0	0	NUM
ajam-216	108	7	,	,	PUNCT
ajam-216	108	8	ε	ε	PROPN
ajam-216	108	9	1	1	NUM
ajam-216	108	10	and	and	CCONJ
ajam-216	108	11	ε	ε	PROPN
ajam-216	108	12	2	2	NUM
ajam-216	108	13	are	be	AUX
ajam-216	108	14	i	i	PRON
ajam-216	108	15	i	i	PRON
ajam-216	108	16	i	i	PRON
ajam-216	108	17	assumed	assume	VERB
ajam-216	108	18	to	to	PART
ajam-216	108	19	have	have	VERB
ajam-216	108	20	a	a	DET
ajam-216	108	21	trivariate	trivariate	NOUN
ajam-216	108	22	normal	normal	ADJ
ajam-216	108	23	distribution	distribution	NOUN
ajam-216	108	24	with	with	ADP
ajam-216	108	25	zero	zero	NUM
ajam-216	108	26	mean	mean	NOUN
ajam-216	108	27	and	and	CCONJ
ajam-216	108	28	non	non	ADJ
ajam-216	108	29	-	-	ADJ
ajam-216	108	30	singular	singular	ADJ
ajam-216	108	31	covariance	covariance	NOUN
ajam-216	108	32	matrix	matrix	NOUN
ajam-216	108	33	specified	specify	VERB
ajam-216	108	34	as	as	ADP
ajam-216	108	35	:	:	PUNCT
ajam-216	108	36	2	2	NUM
ajam-216	108	37	σ	σ	NUM
ajam-216	108	38	12	12	NUM
ajam-216	108	39	σ	σ	PROPN
ajam-216	108	40	10	10	NUM
ajam-216	108	41	σ1	σ1	NOUN
ajam-216	108	42	cov(ε	cov(ε	PROPN
ajam-216	108	43	,	,	PUNCT
ajam-216	108	44	ε	ε	PROPN
ajam-216	108	45	2	2	NUM
ajam-216	108	46	,	,	PUNCT
ajam-216	108	47	ε	ε	PROPN
ajam-216	108	48	0	0	NUM
ajam-216	108	49	)	)	PUNCT
ajam-216	109	1			NUM
ajam-216	110	1	σ	σ	NUM
ajam-216	110	2	σ	σ	PROPN
ajam-216	110	3	2	2	NUM
ajam-216	110	4	σ	σ	NUM
ajam-216	110	5	20	20	NUM
ajam-216	110	6	(	(	PUNCT
ajam-216	110	7	4	4	NUM
ajam-216	110	8	)	)	PUNCT
ajam-216	110	9	1	1	NUM
ajam-216	110	10	12	12	NUM
ajam-216	110	11	2	2	NUM
ajam-216	110	12	σ	σ	NUM
ajam-216	110	13	20	20	NUM
ajam-216	110	14	2	2	NUM
ajam-216	110	15	σ	σ	NUM
ajam-216	110	16	10	10	NUM
ajam-216	110	17	σ	σ	NOUN
ajam-216	110	18	0	0	NUM
ajam-216	110	19	where	where	SCONJ
ajam-216	110	20	σ1	σ1	PROPN
ajam-216	110	21	2	2	NUM
ajam-216	110	22	and	and	CCONJ
ajam-216	110	23	σ	σ	NUM
ajam-216	110	24	2	2	NUM
ajam-216	110	25	2	2	NUM
ajam-216	110	26	are	be	AUX
ajam-216	110	27	variances	variance	NOUN
ajam-216	110	28	of	of	ADP
ajam-216	110	29	the	the	DET
ajam-216	110	30	error	error	NOUN
ajam-216	110	31	terms	term	NOUN
ajam-216	110	32	,	,	PUNCT
ajam-216	110	33	ε	ε	PROPN
ajam-216	110	34	1	1	NUM
ajam-216	110	35	and	and	CCONJ
ajam-216	110	36	ε	ε	PROPN
ajam-216	110	37	2	2	NUM
ajam-216	110	38	,	,	PUNCT
ajam-216	110	39	in	in	ADP
ajam-216	110	40	equations	equation	NOUN
ajam-216	110	41	(	(	PUNCT
ajam-216	110	42	2	2	NUM
ajam-216	110	43	)	)	PUNCT
ajam-216	110	44	and	and	CCONJ
ajam-216	110	45	(	(	PUNCT
ajam-216	110	46	3	3	NUM
ajam-216	110	47	)	)	PUNCT
ajam-216	110	48	;	;	PUNCT
ajam-216	110	49	σ	σ	NOUN
ajam-216	110	50	0	0	NUM
ajam-216	110	51	2	2	NUM
ajam-216	110	52	is	be	AUX
ajam-216	110	53	the	the	DET
ajam-216	110	54	variance	variance	NOUN
ajam-216	110	55	of	of	ADP
ajam-216	110	56	the	the	DET
ajam-216	110	57	error	error	NOUN
ajam-216	110	58	term	term	NOUN
ajam-216	110	59	,	,	PUNCT
ajam-216	110	60	ε	ε	PROPN
ajam-216	110	61	0	0	NUM
ajam-216	110	62	,	,	PUNCT
ajam-216	110	63	in	in	ADP
ajam-216	110	64	equation	equation	NOUN
ajam-216	110	65	(	(	PUNCT
ajam-216	110	66	1	1	NUM
ajam-216	110	67	)	)	PUNCT
ajam-216	110	68	;	;	PUNCT
ajam-216	110	69	σ	σ	PROPN
ajam-216	110	70	12	12	NUM
ajam-216	110	71	,	,	PUNCT
ajam-216	110	72	σ	σ	PROPN
ajam-216	110	73	10	10	NUM
ajam-216	110	74	and	and	CCONJ
ajam-216	110	75	σ	σ	PROPN
ajam-216	110	76	20	20	NUM
ajam-216	110	77	are	be	AUX
ajam-216	110	78	the	the	DET
ajam-216	110	79	covariance	covariance	NOUN
ajam-216	110	80	of	of	ADP
ajam-216	110	81	ε	ε	PROPN
ajam-216	110	82	1	1	NUM
ajam-216	110	83	and	and	CCONJ
ajam-216	110	84	ε	ε	PROPN
ajam-216	110	85	2	2	NUM
ajam-216	110	86	,	,	PUNCT
ajam-216	110	87	ε1	ε1	PROPN
ajam-216	110	88	and	and	CCONJ
ajam-216	110	89	ε	ε	PROPN
ajam-216	110	90	0	0	NUM
ajam-216	110	91	,	,	PUNCT
ajam-216	110	92	ε	ε	PROPN
ajam-216	110	93	2	2	NUM
ajam-216	110	94	and	and	CCONJ
ajam-216	110	95	ε	ε	PROPN
ajam-216	110	96	0	0	NUM
ajam-216	110	97	,	,	PUNCT
ajam-216	110	98	respectively	respectively	ADV
ajam-216	110	99	.	.	PUNCT
ajam-216	111	1	the	the	DET
ajam-216	111	2	simultaneous	simultaneous	ADJ
ajam-216	111	3	estimation	estimation	NOUN
ajam-216	111	4	based	base	VERB
ajam-216	111	5	on	on	ADP
ajam-216	111	6	the	the	DET
ajam-216	111	7	full	full	ADJ
ajam-216	111	8	information	information	NOUN
ajam-216	111	9	maximum	maximum	ADJ
ajam-216	111	10	likelihood	likelihood	NOUN
ajam-216	111	11	(	(	PUNCT
ajam-216	111	12	fiml	fiml	NOUN
ajam-216	111	13	)	)	PUNCT
ajam-216	111	14	estimation	estimation	NOUN
ajam-216	111	15	of	of	ADP
ajam-216	111	16	the	the	DET
ajam-216	111	17	equations	equation	NOUN
ajam-216	111	18	13	13	NUM
ajam-216	111	19	corrects	correct	NOUN
ajam-216	111	20	for	for	ADP
ajam-216	111	21	the	the	DET
ajam-216	111	22	selection	selection	NOUN
ajam-216	111	23	bias	bias	NOUN
ajam-216	111	24	in	in	ADP
ajam-216	111	25	the	the	DET
ajam-216	111	26	household	household	NOUN
ajam-216	111	27	welfare	welfare	NOUN
ajam-216	111	28	estimates	estimate	NOUN
ajam-216	111	29	.	.	PUNCT
ajam-216	112	1	this	this	PRON
ajam-216	112	2	is	be	AUX
ajam-216	112	3	implemented	implement	VERB
ajam-216	112	4	using	use	VERB
ajam-216	112	5	the	the	DET
ajam-216	112	6	move	move	NOUN
ajam-216	112	7	-	-	PUNCT
ajam-216	112	8	stay	stay	NOUN
ajam-216	112	9	command	command	NOUN
ajam-216	112	10	in	in	ADP
ajam-216	112	11	stata	stata	NOUN
ajam-216	112	12	.	.	PUNCT
ajam-216	113	1	the	the	DET
ajam-216	113	2	estimates	estimate	NOUN
ajam-216	113	3	generated	generate	VERB
ajam-216	113	4	through	through	ADP
ajam-216	113	5	this	this	DET
ajam-216	113	6	technique	technique	NOUN
ajam-216	113	7	include	include	VERB
ajam-216	113	8	the	the	DET
ajam-216	113	9	inverse	inverse	NOUN
ajam-216	113	10	mill	mill	NOUN
ajam-216	113	11	's	's	PART
ajam-216	113	12	ratio	ratio	NOUN
ajam-216	113	13	,	,	PUNCT
ajam-216	113	14	which	which	PRON
ajam-216	113	15	measures	measure	VERB
ajam-216	113	16	the	the	DET
ajam-216	113	17	ratio	ratio	NOUN
ajam-216	113	18	of	of	ADP
ajam-216	113	19	the	the	DET
ajam-216	113	20	ordinate	ordinate	NOUN
ajam-216	113	21	of	of	ADP
ajam-216	113	22	a	a	DET
ajam-216	113	23	standard	standard	NOUN
ajam-216	113	24	normal	normal	ADJ
ajam-216	113	25	to	to	ADP
ajam-216	113	26	the	the	DET
ajam-216	113	27	tail	tail	NOUN
ajam-216	113	28	area	area	NOUN
ajam-216	113	29	of	of	ADP
ajam-216	113	30	the	the	DET
ajam-216	113	31	distribution	distribution	NOUN
ajam-216	113	32	and	and	CCONJ
ajam-216	113	33	reflects	reflect	VERB
ajam-216	113	34	the	the	DET
ajam-216	113	35	probability	probability	NOUN
ajam-216	113	36	that	that	SCONJ
ajam-216	113	37	an	an	DET
ajam-216	113	38	observation	observation	NOUN
ajam-216	113	39	belongs	belong	VERB
ajam-216	113	40	to	to	ADP
ajam-216	113	41	the	the	DET
ajam-216	113	42	selected	select	VERB
ajam-216	113	43	sample	sample	NOUN
ajam-216	113	44	(	(	PUNCT
ajam-216	113	45	heckman	heckman	PROPN
ajam-216	113	46	,	,	PUNCT
ajam-216	113	47	1979	1979	NUM
ajam-216	113	48	)	)	PUNCT
ajam-216	113	49	.	.	PUNCT
ajam-216	114	1	other	other	ADJ
ajam-216	114	2	estimates	estimate	NOUN
ajam-216	114	3	from	from	ADP
ajam-216	114	4	interaction	interaction	NOUN
ajam-216	114	5	of	of	ADP
ajam-216	114	6	the	the	DET
ajam-216	114	7	error	error	NOUN
ajam-216	114	8	terms	term	NOUN
ajam-216	114	9	show	show	VERB
ajam-216	114	10	the	the	DET
ajam-216	114	11	correlation	correlation	NOUN
ajam-216	114	12	of	of	ADP
ajam-216	114	13	the	the	DET
ajam-216	114	14	„	„	PUNCT
ajam-216	114	15	unobservables‟	unobservables‟	PROPN
ajam-216	114	16	of	of	ADP
ajam-216	114	17	the	the	DET
ajam-216	114	18	diversification	diversification	NOUN
ajam-216	114	19	equation	equation	NOUN
ajam-216	114	20	with	with	ADP
ajam-216	114	21	results	result	NOUN
ajam-216	114	22	and	and	CCONJ
ajam-216	114	23	discussion	discussion	NOUN
ajam-216	114	24	descriptive	descriptive	ADJ
ajam-216	114	25	statistics	statistic	NOUN
ajam-216	114	26	the	the	DET
ajam-216	114	27	first	first	ADJ
ajam-216	114	28	part	part	NOUN
ajam-216	114	29	of	of	ADP
ajam-216	114	30	the	the	DET
ajam-216	114	31	results	result	NOUN
ajam-216	114	32	provides	provide	VERB
ajam-216	114	33	a	a	DET
ajam-216	114	34	description	description	NOUN
ajam-216	114	35	of	of	ADP
ajam-216	114	36	how	how	SCONJ
ajam-216	114	37	the	the	DET
ajam-216	114	38	household	household	NOUN
ajam-216	114	39	,	,	PUNCT
ajam-216	114	40	community	community	NOUN
ajam-216	114	41	and	and	CCONJ
ajam-216	114	42	institutional	institutional	ADJ
ajam-216	114	43	variables	variable	NOUN
ajam-216	114	44	for	for	ADP
ajam-216	114	45	the	the	DET
ajam-216	114	46	sample	sample	NOUN
ajam-216	114	47	households	household	NOUN
ajam-216	114	48	have	have	AUX
ajam-216	114	49	changed	change	VERB
ajam-216	114	50	between	between	ADP
ajam-216	114	51	1991/1992	1991/1992	NUM
ajam-216	114	52	and	and	CCONJ
ajam-216	114	53	2005/2006	2005/2006	NUM
ajam-216	114	54	in	in	ADP
ajam-216	114	55	terms	term	NOUN
ajam-216	114	56	of	of	ADP
ajam-216	114	57	the	the	DET
ajam-216	114	58	percentage	percentage	NOUN
ajam-216	114	59	of	of	ADP
ajam-216	114	60	distribution	distribution	NOUN
ajam-216	114	61	of	of	ADP
ajam-216	114	62	the	the	DET
ajam-216	114	63	survey	survey	NOUN
ajam-216	114	64	and	and	CCONJ
ajam-216	114	65	t	t	NOUN
ajam-216	114	66	-	-	PUNCT
ajam-216	114	67	tests	test	NOUN
ajam-216	114	68	.	.	PUNCT
ajam-216	115	1	as	as	SCONJ
ajam-216	115	2	shown	show	VERB
ajam-216	115	3	in	in	ADP
ajam-216	115	4	table	table	NOUN
ajam-216	115	5	2	2	NUM
ajam-216	115	6	,	,	PUNCT
ajam-216	115	7	significant	significant	ADJ
ajam-216	115	8	increases	increase	NOUN
ajam-216	115	9	in	in	ADP
ajam-216	115	10	household	household	NOUN
ajam-216	115	11	welfare	welfare	NOUN
ajam-216	115	12	,	,	PUNCT
ajam-216	115	13	measured	measure	VERB
ajam-216	115	14	as	as	ADP
ajam-216	115	15	household	household	NOUN
ajam-216	115	16	consumption	consumption	NOUN
ajam-216	115	17	expenditure	expenditure	NOUN
ajam-216	115	18	adjusted	adjust	VERB
ajam-216	115	19	by	by	ADP
ajam-216	115	20	adult	adult	NOUN
ajam-216	115	21	equivalent	equivalent	ADJ
ajam-216	115	22	units	unit	NOUN
ajam-216	115	23	were	be	AUX
ajam-216	115	24	found	find	VERB
ajam-216	115	25	.	.	PUNCT
ajam-216	116	1	similar	similar	ADJ
ajam-216	116	2	significant	significant	ADJ
ajam-216	116	3	increases	increase	NOUN
ajam-216	116	4	were	be	AUX
ajam-216	116	5	also	also	ADV
ajam-216	116	6	observed	observe	VERB
ajam-216	116	7	in	in	ADP
ajam-216	116	8	the	the	DET
ajam-216	116	9	percentage	percentage	NOUN
ajam-216	116	10	of	of	ADP
ajam-216	116	11	farm	farm	NOUN
ajam-216	116	12	households	household	NOUN
ajam-216	116	13	engaged	engage	VERB
ajam-216	116	14	in	in	ADP
ajam-216	116	15	non	non	ADJ
ajam-216	116	16	-	-	ADJ
ajam-216	116	17	farm	farm	ADJ
ajam-216	116	18	diversification	diversification	NOUN
ajam-216	116	19	.	.	PUNCT
ajam-216	117	1	no	no	DET
ajam-216	117	2	significant	significant	ADJ
ajam-216	117	3	difference	difference	NOUN
ajam-216	117	4	is	be	AUX
ajam-216	117	5	observed	observe	VERB
ajam-216	117	6	in	in	ADP
ajam-216	117	7	the	the	DET
ajam-216	117	8	education	education	NOUN
ajam-216	117	9	of	of	ADP
ajam-216	117	10	the	the	DET
ajam-216	117	11	head	head	NOUN
ajam-216	117	12	of	of	ADP
ajam-216	117	13	household	household	NOUN
ajam-216	117	14	and	and	CCONJ
ajam-216	117	15	members	member	NOUN
ajam-216	117	16	aged	age	VERB
ajam-216	117	17	above	above	ADP
ajam-216	117	18	60	60	NUM
ajam-216	117	19	years	year	NOUN
ajam-216	117	20	.	.	PUNCT
ajam-216	118	1	significant	significant	ADJ
ajam-216	118	2	increases	increase	NOUN
ajam-216	118	3	were	be	AUX
ajam-216	118	4	found	find	VERB
ajam-216	118	5	in	in	ADP
ajam-216	118	6	the	the	DET
ajam-216	118	7	age	age	NOUN
ajam-216	118	8	structure	structure	NOUN
ajam-216	118	9	of	of	ADP
ajam-216	118	10	household	household	NOUN
ajam-216	118	11	members	member	NOUN
ajam-216	118	12	within	within	ADP
ajam-216	118	13	the	the	DET
ajam-216	118	14	two	two	NUM
ajam-216	118	15	periods	period	NOUN
ajam-216	118	16	.	.	PUNCT
ajam-216	119	1	for	for	ADP
ajam-216	119	2	the	the	DET
ajam-216	119	3	242	242	NUM
ajam-216	119	4	community	community	NOUN
ajam-216	119	5	variables	variable	NOUN
ajam-216	119	6	surveyed	survey	VERB
ajam-216	119	7	in	in	ADP
ajam-216	119	8	1991	1991	NUM
ajam-216	119	9	as	as	ADP
ajam-216	119	10	against	against	ADP
ajam-216	119	11	328	328	NUM
ajam-216	119	12	in	in	ADP
ajam-216	119	13	2005	2005	NUM
ajam-216	119	14	,	,	PUNCT
ajam-216	119	15	the	the	DET
ajam-216	119	16	results	result	NOUN
ajam-216	119	17	showed	show	VERB
ajam-216	119	18	that	that	SCONJ
ajam-216	119	19	the	the	DET
ajam-216	119	20	increases	increase	NOUN
ajam-216	119	21	in	in	ADP
ajam-216	119	22	access	access	NOUN
ajam-216	119	23	to	to	ADP
ajam-216	119	24	motorable	motorable	ADJ
ajam-216	119	25	roads	road	NOUN
ajam-216	119	26	,	,	PUNCT
ajam-216	119	27	farmers‟	farmers‟	NOUN
ajam-216	119	28	use	use	NOUN
ajam-216	119	29	of	of	ADP
ajam-216	119	30	fertilizers	fertilizer	NOUN
ajam-216	119	31	and	and	CCONJ
ajam-216	119	32	insecticides	insecticide	NOUN
ajam-216	119	33	were	be	AUX
ajam-216	119	34	not	not	PART
ajam-216	119	35	significantly	significantly	ADV
ajam-216	119	36	different	different	ADJ
ajam-216	119	37	from	from	ADP
ajam-216	119	38	zero	zero	NUM
ajam-216	119	39	.	.	PUNCT
ajam-216	119	40	noticeable	noticeable	ADJ
ajam-216	119	41	and	and	CCONJ
ajam-216	119	42	significant	significant	ADJ
ajam-216	119	43	reductions	reduction	NOUN
ajam-216	119	44	were	be	AUX
ajam-216	119	45	however	however	ADV
ajam-216	119	46	observed	observe	VERB
ajam-216	119	47	for	for	ADP
ajam-216	119	48	the	the	DET
ajam-216	119	49	practice	practice	NOUN
ajam-216	119	50	of	of	ADP
ajam-216	119	51	sharecropping	sharecropping	NOUN
ajam-216	119	52	and	and	CCONJ
ajam-216	119	53	the	the	DET
ajam-216	119	54	existence	existence	NOUN
ajam-216	119	55	of	of	ADP
ajam-216	119	56	local	local	ADJ
ajam-216	119	57	markets	market	NOUN
ajam-216	119	58	.	.	PUNCT
ajam-216	120	1	with	with	ADP
ajam-216	120	2	regards	regard	NOUN
ajam-216	120	3	to	to	ADP
ajam-216	120	4	communities	community	NOUN
ajam-216	120	5	with	with	ADP
ajam-216	120	6	access	access	NOUN
ajam-216	120	7	to	to	ADP
ajam-216	120	8	land	land	NOUN
ajam-216	120	9	markets	market	NOUN
ajam-216	120	10	,	,	PUNCT
ajam-216	120	11	extensions	extension	NOUN
ajam-216	120	12	services	service	NOUN
ajam-216	120	13	and	and	CCONJ
ajam-216	120	14	where	where	SCONJ
ajam-216	120	15	existence	existence	NOUN
ajam-216	120	16	of	of	ADP
ajam-216	120	17	agricultural	agricultural	ADJ
ajam-216	120	18	cooperatives	cooperative	NOUN
ajam-216	120	19	,	,	PUNCT
ajam-216	120	20	no	no	DET
ajam-216	120	21	meaningful	meaningful	ADJ
ajam-216	120	22	changes	change	NOUN
ajam-216	120	23	were	be	AUX
ajam-216	120	24	found	find	VERB
ajam-216	120	25	between	between	ADP
ajam-216	120	26	1991	1991	NUM
ajam-216	120	27	and	and	CCONJ
ajam-216	120	28	2006	2006	NUM
ajam-216	120	29	.	.	PUNCT
ajam-216	121	1	given	give	VERB
ajam-216	121	2	that	that	DET
ajam-216	121	3	rural	rural	ADJ
ajam-216	121	4	households	household	NOUN
ajam-216	121	5	are	be	AUX
ajam-216	121	6	spread	spread	VERB
ajam-216	121	7	over	over	ADP
ajam-216	121	8	large	large	ADJ
ajam-216	121	9	areas	area	NOUN
ajam-216	121	10	and	and	CCONJ
ajam-216	121	11	that	that	SCONJ
ajam-216	121	12	information	information	NOUN
ajam-216	121	13	transmission	transmission	NOUN
ajam-216	121	14	to	to	ADP
ajam-216	121	15	farming	farming	NOUN
ajam-216	121	16	communities	community	NOUN
ajam-216	121	17	was	be	AUX
ajam-216	121	18	problematic	problematic	ADJ
ajam-216	121	19	,	,	PUNCT
ajam-216	121	20	the	the	DET
ajam-216	121	21	study	study	NOUN
ajam-216	121	22	decided	decide	VERB
ajam-216	121	23	to	to	PART
ajam-216	121	24	explore	explore	VERB
ajam-216	121	25	the	the	DET
ajam-216	121	26	role	role	NOUN
ajam-216	121	27	of	of	ADP
ajam-216	121	28	access	access	NOUN
ajam-216	121	29	to	to	ADP
ajam-216	121	30	tvs	tv	NOUN
ajam-216	121	31	and	and	CCONJ
ajam-216	121	32	radios	radio	NOUN
ajam-216	121	33	on	on	ADP
ajam-216	121	34	welfare	welfare	NOUN
ajam-216	121	35	and	and	CCONJ
ajam-216	121	36	livelihood	livelihood	NOUN
ajam-216	121	37	diversification	diversification	NOUN
ajam-216	121	38	.	.	PUNCT
ajam-216	122	1	data	datum	NOUN
ajam-216	122	2	obtained	obtain	VERB
ajam-216	122	3	from	from	ADP
ajam-216	122	4	the	the	DET
ajam-216	122	5	ghana	ghana	PROPN
ajam-216	122	6	demographic	demographic	ADJ
ajam-216	122	7	and	and	CCONJ
ajam-216	122	8	health	health	NOUN
ajam-216	122	9	surveys	survey	NOUN
ajam-216	122	10	over	over	ADP
ajam-216	122	11	a	a	DET
ajam-216	122	12	10	10	NUM
ajam-216	122	13	year	year	NOUN
ajam-216	122	14	period	period	NOUN
ajam-216	122	15	between	between	ADP
ajam-216	122	16	1993	1993	NUM
ajam-216	122	17	and	and	CCONJ
ajam-216	122	18	2003	2003	NUM
ajam-216	122	19	showed	show	VERB
ajam-216	122	20	significant	significant	ADJ
ajam-216	122	21	increases	increase	NOUN
ajam-216	122	22	in	in	ADP
ajam-216	122	23	the	the	DET
ajam-216	122	24	proportion	proportion	NOUN
ajam-216	122	25	of	of	ADP
ajam-216	122	26	households	household	NOUN
ajam-216	122	27	who	who	PRON
ajam-216	122	28	listen	listen	VERB
ajam-216	122	29	to	to	ADP
ajam-216	122	30	radio	radio	NOUN
ajam-216	122	31	and	and	CCONJ
ajam-216	122	32	watch	watch	VERB
ajam-216	122	33	television	television	NOUN
ajam-216	122	34	at	at	ADP
ajam-216	122	35	least	least	ADJ
ajam-216	122	36	once	once	ADV
ajam-216	122	37	a	a	DET
ajam-216	122	38	week	week	NOUN
ajam-216	122	39	.	.	PUNCT
ajam-216	123	1	term	term	NOUN
ajam-216	123	2	.	.	PUNCT
ajam-216	124	1	the	the	DET
ajam-216	124	2	second	second	ADJ
ajam-216	124	3	step	step	NOUN
ajam-216	124	4	in	in	ADP
ajam-216	124	5	the	the	DET
ajam-216	124	6	switching	switch	VERB
ajam-216	124	7	regression	regression	NOUN
ajam-216	124	8	model	model	NOUN
ajam-216	124	9	is	be	AUX
ajam-216	124	10	to	to	PART
ajam-216	124	11	define	define	VERB
ajam-216	124	12	separate	separate	ADJ
ajam-216	124	13	welfare	welfare	NOUN
ajam-216	124	14	functions	function	NOUN
ajam-216	124	15	for	for	ADP
ajam-216	124	16	the	the	DET
ajam-216	124	17	two	two	NUM
ajam-216	124	18	groups	group	NOUN
ajam-216	124	19	of	of	ADP
ajam-216	124	20	farm	farm	NOUN
ajam-216	124	21	households	household	NOUN
ajam-216	124	22	.	.	PUNCT
ajam-216	125	1	their	their	PRON
ajam-216	125	2	welfare	welfare	NOUN
ajam-216	125	3	functions	function	NOUN
ajam-216	125	4	are	be	AUX
ajam-216	125	5	expressed	express	VERB
ajam-216	125	6	as	as	ADP
ajam-216	125	7	:	:	PUNCT
ajam-216	125	8	gender	gender	NOUN
ajam-216	125	9	,	,	PUNCT
ajam-216	125	10	age	age	NOUN
ajam-216	125	11	,	,	PUNCT
ajam-216	125	12	level	level	NOUN
ajam-216	125	13	of	of	ADP
ajam-216	125	14	education	education	NOUN
ajam-216	125	15	,	,	PUNCT
ajam-216	125	16	number	number	NOUN
ajam-216	125	17	of	of	ADP
ajam-216	125	18	dependants	dependant	NOUN
ajam-216	125	19	,	,	PUNCT
ajam-216	125	20	land	land	NOUN
ajam-216	125	21	size	size	NOUN
ajam-216	125	22	and	and	CCONJ
ajam-216	125	23	selected	select	VERB
ajam-216	125	24	community	community	NOUN
ajam-216	125	25	infrastructure	infrastructure	NOUN
ajam-216	125	26	variables	variable	NOUN
ajam-216	125	27	that	that	PRON
ajam-216	125	28	account	account	VERB
ajam-216	125	29	for	for	ADP
ajam-216	125	30	community	community	NOUN
ajam-216	125	31	differences	difference	NOUN
ajam-216	125	32	in	in	ADP
ajam-216	125	33	income	income	NOUN
ajam-216	125	34	generation	generation	NOUN
ajam-216	125	35	that	that	PRON
ajam-216	125	36	may	may	AUX
ajam-216	125	37	affect	affect	VERB
ajam-216	125	38	diversification	diversification	NOUN
ajam-216	125	39	as	as	ADV
ajam-216	125	40	well	well	ADV
ajam-216	125	41	as	as	ADP
ajam-216	125	42	the	the	DET
ajam-216	125	43	level	level	NOUN
ajam-216	125	44	of	of	ADP
ajam-216	125	45	household	household	NOUN
ajam-216	125	46	expenditures	expenditure	NOUN
ajam-216	125	47	.	.	PUNCT
ajam-216	126	1	also	also	ADV
ajam-216	126	2	,	,	PUNCT
ajam-216	126	3	is	be	AUX
ajam-216	126	4	the	the	DET
ajam-216	126	5	disturbance	disturbance	NOUN
ajam-216	126	6	(	(	PUNCT
ajam-216	126	7	2	2	NUM
ajam-216	126	8	)	)	PUNCT
ajam-216	126	9	table	table	NOUN
ajam-216	126	10	2	2	NUM
ajam-216	126	11	.	.	PUNCT
ajam-216	126	12	characteristics	characteristic	NOUN
ajam-216	126	13	of	of	ADP
ajam-216	126	14	surveyed	survey	VERB
ajam-216	126	15	households	household	NOUN
ajam-216	126	16	and	and	CCONJ
ajam-216	126	17	communities	community	NOUN
ajam-216	126	18	.	.	PUNCT
ajam-216	127	1	variable	variable	ADJ
ajam-216	127	2	1991/1992	1991/1992	NUM
ajam-216	127	3	2005/2006	2005/2006	NUM
ajam-216	127	4	significance	significance	NOUN
ajam-216	127	5	of	of	ADP
ajam-216	127	6	change	change	NOUN
ajam-216	127	7	welfare	welfare	NOUN
ajam-216	127	8	1,061,975	1,061,975	NUM
ajam-216	127	9	1,438,117	1,438,117	NUM
ajam-216	127	10	*	*	PUNCT
ajam-216	127	11	*	*	PUNCT
ajam-216	127	12	*	*	PUNCT
ajam-216	127	13	non	non	ADJ
ajam-216	127	14	-	-	ADJ
ajam-216	127	15	farm	farm	ADJ
ajam-216	127	16	diversification	diversification	NOUN
ajam-216	127	17	0.81	0.81	NUM
ajam-216	127	18	0.85	0.85	NUM
ajam-216	128	1	*	*	PUNCT
ajam-216	128	2	*	*	PUNCT
ajam-216	128	3	total	total	ADJ
ajam-216	128	4	acres	acre	NOUN
ajam-216	128	5	of	of	ADP
ajam-216	128	6	land	land	NOUN
ajam-216	128	7	251.72	251.72	NUM
ajam-216	128	8	211.73	211.73	NUM
ajam-216	128	9	*	*	PUNCT
ajam-216	128	10	remittances	remittance	VERB
ajam-216	128	11	0.58	0.58	NUM
ajam-216	128	12	0.51	0.51	NUM
ajam-216	128	13	*	*	PUNCT
ajam-216	128	14	*	*	PUNCT
ajam-216	128	15	disease	disease	NOUN
ajam-216	128	16	burden	burden	VERB
ajam-216	128	17	0.07	0.07	NUM
ajam-216	128	18	0.08	0.08	NUM
ajam-216	128	19	*	*	PUNCT
ajam-216	128	20	gender	gender	NOUN
ajam-216	128	21	of	of	ADP
ajam-216	128	22	household	household	NOUN
ajam-216	128	23	head	head	NOUN
ajam-216	128	24	1.25	1.25	NUM
ajam-216	128	25	1.22	1.22	NUM
ajam-216	128	26	*	*	PUNCT
ajam-216	128	27	*	*	NOUN
ajam-216	128	28	age	age	NOUN
ajam-216	128	29	of	of	ADP
ajam-216	128	30	household	household	NOUN
ajam-216	128	31	head	head	NOUN
ajam-216	128	32	45.43	45.43	NUM
ajam-216	128	33	46.82	46.82	NUM
ajam-216	128	34	*	*	PUNCT
ajam-216	128	35	*	*	PUNCT
ajam-216	128	36	education	education	NOUN
ajam-216	128	37	of	of	ADP
ajam-216	128	38	household	household	NOUN
ajam-216	128	39	head	head	NOUN
ajam-216	128	40	0.65	0.65	NUM
ajam-216	128	41	0.68	0.68	NUM
ajam-216	128	42	increase	increase	NOUN
ajam-216	128	43	not	not	PART
ajam-216	128	44	significant	significant	ADJ
ajam-216	128	45	size	size	NOUN
ajam-216	128	46	of	of	ADP
ajam-216	128	47	household	household	NOUN
ajam-216	128	48	4.84	4.84	NUM
ajam-216	128	49	4.99	4.99	NUM
ajam-216	128	50	*	*	PUNCT
ajam-216	128	51	members	member	NOUN
ajam-216	128	52	aged	aged	ADJ
ajam-216	128	53	5	5	NUM
ajam-216	128	54	-	-	SYM
ajam-216	128	55	14	14	NUM
ajam-216	128	56	1.55	1.55	NUM
ajam-216	128	57	1.45	1.45	NUM
ajam-216	128	58	*	*	PUNCT
ajam-216	128	59	*	*	PUNCT
ajam-216	128	60	members	member	NOUN
ajam-216	128	61	aged	age	VERB
ajam-216	128	62	15	15	NUM
ajam-216	128	63	-	-	SYM
ajam-216	128	64	24	24	NUM
ajam-216	128	65	0.77	0.77	NUM
ajam-216	128	66	0.87	0.87	NUM
ajam-216	128	67	*	*	PUNCT
ajam-216	128	68	*	*	PUNCT
ajam-216	128	69	members	member	NOUN
ajam-216	128	70	aged	age	VERB
ajam-216	128	71	25	25	NUM
ajam-216	128	72	-	-	SYM
ajam-216	128	73	39	39	NUM
ajam-216	128	74	0.76	0.76	NUM
ajam-216	128	75	0.85	0.85	NUM
ajam-216	128	76	*	*	PUNCT
ajam-216	128	77	*	*	PUNCT
ajam-216	128	78	members	member	NOUN
ajam-216	128	79	40	40	NUM
ajam-216	128	80	-	-	SYM
ajam-216	128	81	59	59	NUM
ajam-216	128	82	0.63	0.63	NUM
ajam-216	128	83	0.72	0.72	NUM
ajam-216	128	84	*	*	PUNCT
ajam-216	128	85	*	*	PUNCT
ajam-216	128	86	members	member	NOUN
ajam-216	128	87	aged	age	VERB
ajam-216	128	88	above	above	ADP
ajam-216	128	89	60	60	NUM
ajam-216	128	90	0.32	0.32	NUM
ajam-216	128	91	0.35	0.35	NUM
ajam-216	128	92	increase	increase	NOUN
ajam-216	128	93	not	not	PART
ajam-216	128	94	significant	significant	ADJ
ajam-216	128	95	motorable	motorable	ADJ
ajam-216	128	96	road	road	NOUN
ajam-216	128	97	in	in	ADP
ajam-216	128	98	community	community	NOUN
ajam-216	128	99	0.81	0.81	NUM
ajam-216	128	100	0.84	0.84	NUM
ajam-216	128	101	increase	increase	NOUN
ajam-216	128	102	not	not	PART
ajam-216	128	103	significant	significant	ADJ
ajam-216	128	104	bank	bank	NOUN
ajam-216	128	105	in	in	ADP
ajam-216	128	106	community	community	NOUN
ajam-216	128	107	0.09	0.09	NUM
ajam-216	128	108	0.05	0.05	NUM
ajam-216	128	109	reduction	reduction	NOUN
ajam-216	128	110	not	not	PART
ajam-216	128	111	significant	significant	ADJ
ajam-216	128	112	local	local	ADJ
ajam-216	128	113	community	community	NOUN
ajam-216	128	114	market	market	NOUN
ajam-216	128	115	0.39	0.39	NUM
ajam-216	128	116	0.29	0.29	NUM
ajam-216	128	117	*	*	PUNCT
ajam-216	128	118	*	*	PUNCT
ajam-216	128	119	*	*	PUNCT
ajam-216	128	120	extension	extension	NOUN
ajam-216	128	121	worker	worker	NOUN
ajam-216	128	122	in	in	ADP
ajam-216	128	123	community	community	NOUN
ajam-216	128	124	0.25	0.25	NUM
ajam-216	128	125	0.24	0.24	NUM
ajam-216	128	126	decrease	decrease	NOUN
ajam-216	128	127	not	not	PART
ajam-216	128	128	significant	significant	ADJ
ajam-216	128	129	agric	agric	ADJ
ajam-216	128	130	cooperative	cooperative	NOUN
ajam-216	128	131	in	in	ADP
ajam-216	128	132	community	community	NOUN
ajam-216	128	133	0.29	0.29	NUM
ajam-216	128	134	0.31	0.31	NUM
ajam-216	128	135	increase	increase	NOUN
ajam-216	128	136	not	not	PART
ajam-216	128	137	significant	significant	ADJ
ajam-216	128	138	farmers	farmer	NOUN
ajam-216	128	139	use	use	VERB
ajam-216	128	140	fertilizer	fertilizer	NOUN
ajam-216	128	141	0.55	0.55	NUM
ajam-216	128	142	0.68	0.68	NUM
ajam-216	128	143	*	*	PUNCT
ajam-216	128	144	*	*	PUNCT
ajam-216	128	145	*	*	NOUN
ajam-216	128	146	farmers	farmer	NOUN
ajam-216	128	147	use	use	VERB
ajam-216	128	148	insecticide	insecticide	NOUN
ajam-216	128	149	0.58	0.58	NUM
ajam-216	128	150	0.70	0.70	NUM
ajam-216	128	151	*	*	PUNCT
ajam-216	128	152	*	*	PUNCT
ajam-216	128	153	*	*	PUNCT
ajam-216	128	154	land	land	NOUN
ajam-216	128	155	market	market	NOUN
ajam-216	128	156	0.11	0.11	NUM
ajam-216	128	157	0.12	0.12	NUM
ajam-216	128	158	increase	increase	NOUN
ajam-216	128	159	not	not	PART
ajam-216	128	160	significant	significant	ADJ
ajam-216	128	161	sharecroppers	sharecropper	NOUN
ajam-216	128	162	in	in	ADP
ajam-216	128	163	community	community	NOUN
ajam-216	128	164	0.66	0.66	NUM
ajam-216	128	165	0.55	0.55	NUM
ajam-216	128	166	*	*	PUNCT
ajam-216	129	1	*	*	PUNCT
ajam-216	129	2	*	*	PUNCT
ajam-216	129	3	*	*	NOUN
ajam-216	129	4	means	mean	VERB
ajam-216	129	5	difference	difference	NOUN
ajam-216	129	6	is	be	AUX
ajam-216	129	7	significant	significant	ADJ
ajam-216	129	8	at	at	ADP
ajam-216	129	9	10	10	NUM
ajam-216	129	10	%	%	NOUN
ajam-216	129	11	,	,	PUNCT
ajam-216	129	12	*	*	PUNCT
ajam-216	129	13	*	*	NOUN
ajam-216	129	14	means	mean	VERB
ajam-216	129	15	difference	difference	NOUN
ajam-216	129	16	is	be	AUX
ajam-216	129	17	significant	significant	ADJ
ajam-216	129	18	at	at	ADP
ajam-216	129	19	5	5	NUM
ajam-216	129	20	%	%	NOUN
ajam-216	129	21	and	and	CCONJ
ajam-216	130	1	*	*	NOUN
ajam-216	130	2	*	*	PUNCT
ajam-216	130	3	*	*	PUNCT
ajam-216	130	4	means	mean	VERB
ajam-216	130	5	difference	difference	NOUN
ajam-216	130	6	is	be	AUX
ajam-216	130	7	significant	significant	ADJ
ajam-216	130	8	at	at	ADP
ajam-216	130	9	1	1	NUM
ajam-216	130	10	%	%	NOUN
ajam-216	130	11	.	.	PUNCT
ajam-216	131	1	the	the	DET
ajam-216	131	2	endogenous	endogenous	ADJ
ajam-216	131	3	switching	switching	NOUN
ajam-216	131	4	regression	regression	NOUN
ajam-216	131	5	results	result	VERB
ajam-216	131	6	the	the	DET
ajam-216	131	7	full	full	ADJ
ajam-216	131	8	information	information	NOUN
ajam-216	131	9	maximum	maximum	ADJ
ajam-216	131	10	likelihood	likelihood	NOUN
ajam-216	131	11	estimates	estimate	NOUN
ajam-216	131	12	of	of	ADP
ajam-216	131	13	the	the	DET
ajam-216	131	14	endogenous	endogenous	ADJ
ajam-216	131	15	switching	switching	NOUN
ajam-216	131	16	model	model	NOUN
ajam-216	131	17	based	base	VERB
ajam-216	131	18	on	on	ADP
ajam-216	131	19	pooled	pooled	ADJ
ajam-216	131	20	crosssections	crosssection	NOUN
ajam-216	131	21	data	datum	NOUN
ajam-216	131	22	are	be	AUX
ajam-216	131	23	reported	report	VERB
ajam-216	131	24	in	in	ADP
ajam-216	131	25	table	table	NOUN
ajam-216	131	26	3	3	NUM
ajam-216	131	27	.	.	PUNCT
ajam-216	132	1	the	the	DET
ajam-216	132	2	first	first	ADJ
ajam-216	132	3	and	and	CCONJ
ajam-216	132	4	second	second	ADJ
ajam-216	132	5	columns	column	NOUN
ajam-216	132	6	present	present	VERB
ajam-216	132	7	the	the	DET
ajam-216	132	8	estimated	estimate	VERB
ajam-216	132	9	coefficients	coefficient	NOUN
ajam-216	132	10	of	of	ADP
ajam-216	132	11	the	the	DET
ajam-216	132	12	welfare	welfare	NOUN
ajam-216	132	13	functions	function	NOUN
ajam-216	132	14	of	of	ADP
ajam-216	132	15	the	the	DET
ajam-216	132	16	less	less	ADV
ajam-216	132	17	diversified	diversified	ADJ
ajam-216	132	18	and	and	CCONJ
ajam-216	132	19	diversified	diversified	ADJ
ajam-216	132	20	groups	group	NOUN
ajam-216	132	21	respectively	respectively	ADV
ajam-216	132	22	whiles	while	VERB
ajam-216	132	23	the	the	DET
ajam-216	132	24	probit	probit	NOUN
ajam-216	132	25	selection	selection	NOUN
ajam-216	132	26	equation	equation	NOUN
ajam-216	132	27	for	for	ADP
ajam-216	132	28	the	the	DET
ajam-216	132	29	off	off	ADP
ajam-216	132	30	-	-	PUNCT
ajam-216	132	31	farm	farm	NOUN
ajam-216	132	32	diversification	diversification	NOUN
ajam-216	132	33	equation	equation	NOUN
ajam-216	132	34	is	be	AUX
ajam-216	132	35	shown	show	VERB
ajam-216	132	36	in	in	ADP
ajam-216	132	37	the	the	DET
ajam-216	132	38	third	third	ADJ
ajam-216	132	39	column	column	NOUN
ajam-216	132	40	.	.	PUNCT
ajam-216	133	1	a	a	DET
ajam-216	133	2	wald	wald	NOUN
ajam-216	133	3	test	test	NOUN
ajam-216	133	4	of	of	ADP
ajam-216	133	5	whether	whether	SCONJ
ajam-216	133	6	the	the	DET
ajam-216	133	7	estimated	estimate	VERB
ajam-216	133	8	coefficients	coefficient	NOUN
ajam-216	133	9	as	as	ADP
ajam-216	133	10	a	a	DET
ajam-216	133	11	group	group	NOUN
ajam-216	133	12	are	be	AUX
ajam-216	133	13	different	different	ADJ
ajam-216	133	14	between	between	ADP
ajam-216	133	15	the	the	DET
ajam-216	133	16	more	more	ADV
ajam-216	133	17	diversified	diversified	ADJ
ajam-216	133	18	and	and	CCONJ
ajam-216	133	19	less	less	ADV
ajam-216	133	20	diversified	diversified	ADJ
ajam-216	133	21	equations	equation	NOUN
ajam-216	133	22	produced	produce	VERB
ajam-216	133	23	a	a	DET
ajam-216	133	24	chisquared	chisquared	ADJ
ajam-216	133	25	value	value	NOUN
ajam-216	133	26	of	of	ADP
ajam-216	133	27	184.08	184.08	NUM
ajam-216	133	28	with	with	ADP
ajam-216	133	29	25	25	NUM
ajam-216	133	30	degrees	degree	NOUN
ajam-216	133	31	of	of	ADP
ajam-216	133	32	freedom	freedom	NOUN
ajam-216	133	33	.	.	PUNCT
ajam-216	134	1	this	this	PRON
ajam-216	134	2	means	mean	VERB
ajam-216	134	3	that	that	SCONJ
ajam-216	134	4	the	the	DET
ajam-216	134	5	coefficients	coefficient	NOUN
ajam-216	134	6	are	be	AUX
ajam-216	134	7	statistically	statistically	ADV
ajam-216	134	8	different	different	ADJ
ajam-216	134	9	.	.	PUNCT
ajam-216	135	1	the	the	DET
ajam-216	135	2	likelihood	likelihood	NOUN
ajam-216	135	3	ratio	ratio	NOUN
ajam-216	135	4	test	test	NOUN
ajam-216	135	5	for	for	ADP
ajam-216	135	6	joint	joint	ADJ
ajam-216	135	7	independence	independence	NOUN
ajam-216	135	8	of	of	ADP
ajam-216	135	9	the	the	DET
ajam-216	135	10	three	three	NUM
ajam-216	135	11	equations	equation	NOUN
ajam-216	135	12	rejected	reject	VERB
ajam-216	135	13	the	the	DET
ajam-216	135	14	null	null	ADJ
ajam-216	135	15	hypothesis	hypothesis	NOUN
ajam-216	135	16	that	that	PRON
ajam-216	135	17	all	all	DET
ajam-216	135	18	slope	slope	NOUN
ajam-216	135	19	coefficients	coefficient	NOUN
ajam-216	135	20	are	be	AUX
ajam-216	135	21	equal	equal	ADJ
ajam-216	135	22	to	to	ADP
ajam-216	135	23	zero	zero	NUM
ajam-216	135	24	at	at	ADP
ajam-216	135	25	the	the	DET
ajam-216	135	26	1	1	NUM
ajam-216	135	27	%	%	NOUN
ajam-216	135	28	level	level	NOUN
ajam-216	135	29	(	(	PUNCT
ajam-216	135	30	chi	chi	ADJ
ajam-216	135	31	-	-	PUNCT
ajam-216	135	32	squared	square	VERB
ajam-216	135	33	value	value	NOUN
ajam-216	135	34	was	be	AUX
ajam-216	135	35	71.77	71.77	NUM
ajam-216	135	36	)	)	PUNCT
ajam-216	135	37	.	.	PUNCT
ajam-216	136	1	the	the	DET
ajam-216	136	2	simultaneous	simultaneous	ADJ
ajam-216	136	3	modeling	modeling	NOUN
ajam-216	136	4	coefficients	coefficient	NOUN
ajam-216	136	5	are	be	AUX
ajam-216	136	6	equal	equal	ADJ
ajam-216	136	7	to	to	ADP
ajam-216	136	8	zero	zero	NUM
ajam-216	136	9	at	at	ADP
ajam-216	136	10	the	the	DET
ajam-216	136	11	1	1	NUM
ajam-216	136	12	%	%	NOUN
ajam-216	136	13	level	level	NOUN
ajam-216	136	14	(	(	PUNCT
ajam-216	136	15	chi	chi	ADJ
ajam-216	136	16	-	-	PUNCT
ajam-216	136	17	squared	square	VERB
ajam-216	136	18	value	value	NOUN
ajam-216	136	19	was	be	AUX
ajam-216	136	20	71.77	71.77	NUM
ajam-216	136	21	)	)	PUNCT
ajam-216	136	22	.	.	PUNCT
ajam-216	137	1	the	the	DET
ajam-216	137	2	simultaneous	simultaneous	ADJ
ajam-216	137	3	modeling	modeling	NOUN
ajam-216	137	4	based	base	VERB
ajam-216	137	5	on	on	ADP
ajam-216	137	6	the	the	DET
ajam-216	137	7	switching	switch	VERB
ajam-216	137	8	regression	regression	NOUN
ajam-216	137	9	technique	technique	NOUN
ajam-216	137	10	was	be	AUX
ajam-216	137	11	justified	justify	VERB
ajam-216	137	12	given	give	VERB
ajam-216	137	13	the	the	DET
ajam-216	137	14	highly	highly	ADV
ajam-216	137	15	significant	significant	ADJ
ajam-216	137	16	off	off	ADP
ajam-216	137	17	-	-	PUNCT
ajam-216	137	18	diagonal	diagonal	ADJ
ajam-216	137	19	values	value	NOUN
ajam-216	137	20	of	of	ADP
ajam-216	137	21	the	the	DET
ajam-216	137	22	error	error	NOUN
ajam-216	137	23	covariance	covariance	NOUN
ajam-216	137	24	matrix	matrix	NOUN
ajam-216	137	25	and	and	CCONJ
ajam-216	137	26	the	the	DET
ajam-216	137	27	error	error	NOUN
ajam-216	137	28	correlations	correlation	NOUN
ajam-216	137	29	.	.	PUNCT
ajam-216	138	1	the	the	DET
ajam-216	138	2	correlation	correlation	NOUN
ajam-216	138	3	coefficients	coefficient	VERB
ajam-216	138	4	rho_1	rho_1	NOUN
ajam-216	138	5	and	and	CCONJ
ajam-216	138	6	rho_2	rho_2	PRON
ajam-216	138	7	are	be	AUX
ajam-216	138	8	both	both	ADV
ajam-216	138	9	positive	positive	ADJ
ajam-216	138	10	and	and	CCONJ
ajam-216	138	11	significant	significant	ADJ
ajam-216	138	12	.	.	PUNCT
ajam-216	139	1	this	this	PRON
ajam-216	139	2	means	mean	VERB
ajam-216	139	3	both	both	PRON
ajam-216	139	4	observed	observed	ADJ
ajam-216	139	5	and	and	CCONJ
ajam-216	139	6	unobserved	unobserved	ADJ
ajam-216	139	7	factors	factor	NOUN
ajam-216	139	8	influenced	influence	VERB
ajam-216	139	9	the	the	DET
ajam-216	139	10	decision	decision	NOUN
ajam-216	139	11	to	to	PART
ajam-216	139	12	participate	participate	VERB
ajam-216	139	13	in	in	ADP
ajam-216	139	14	off	off	ADP
ajam-216	139	15	-	-	PUNCT
ajam-216	139	16	farm	farm	NOUN
ajam-216	139	17	employment	employment	NOUN
ajam-216	139	18	and	and	CCONJ
ajam-216	139	19	welfare	welfare	NOUN
ajam-216	139	20	resulting	result	VERB
ajam-216	139	21	from	from	ADP
ajam-216	139	22	those	those	DET
ajam-216	139	23	decisions	decision	NOUN
ajam-216	139	24	.	.	PUNCT
ajam-216	140	1	this	this	PRON
ajam-216	140	2	also	also	ADV
ajam-216	140	3	indicates	indicate	VERB
ajam-216	140	4	that	that	SCONJ
ajam-216	140	5	self	self	NOUN
ajam-216	140	6	-	-	PUNCT
ajam-216	140	7	selection	selection	NOUN
ajam-216	140	8	occurred	occur	VERB
ajam-216	140	9	in	in	ADP
ajam-216	140	10	the	the	DET
ajam-216	140	11	off	off	ADP
ajam-216	140	12	-	-	PUNCT
ajam-216	140	13	farm	farm	NOUN
ajam-216	140	14	participation	participation	NOUN
ajam-216	140	15	decision	decision	NOUN
ajam-216	140	16	and	and	CCONJ
ajam-216	140	17	welfare	welfare	NOUN
ajam-216	140	18	given	give	VERB
ajam-216	140	19	the	the	DET
ajam-216	140	20	participation	participation	NOUN
ajam-216	140	21	decision	decision	NOUN
ajam-216	140	22	.	.	PUNCT
ajam-216	141	1	in	in	ADP
ajam-216	141	2	other	other	ADJ
ajam-216	141	3	words	word	NOUN
ajam-216	141	4	,	,	PUNCT
ajam-216	141	5	farm	farm	NOUN
ajam-216	141	6	households	household	NOUN
ajam-216	141	7	who	who	PRON
ajam-216	141	8	participate	participate	VERB
ajam-216	141	9	in	in	ADP
ajam-216	141	10	off	off	ADP
ajam-216	141	11	-	-	PUNCT
ajam-216	141	12	farm	farm	NOUN
ajam-216	141	13	employment	employment	NOUN
ajam-216	141	14	have	have	VERB
ajam-216	141	15	higher	high	ADJ
ajam-216	141	16	welfare	welfare	NOUN
ajam-216	141	17	than	than	ADP
ajam-216	141	18	random	random	ADJ
ajam-216	141	19	households	household	NOUN
ajam-216	141	20	from	from	ADP
ajam-216	141	21	the	the	DET
ajam-216	141	22	random	random	ADJ
ajam-216	141	23	sample	sample	NOUN
ajam-216	141	24	who	who	PRON
ajam-216	141	25	have	have	AUX
ajam-216	141	26	not	not	PART
ajam-216	141	27	participated	participate	VERB
ajam-216	141	28	in	in	ADP
ajam-216	141	29	non	non	ADJ
ajam-216	141	30	-	-	ADJ
ajam-216	141	31	farm	farm	ADJ
ajam-216	141	32	work	work	NOUN
ajam-216	141	33	.	.	PUNCT
ajam-216	142	1	engaging	engage	VERB
ajam-216	142	2	in	in	ADP
ajam-216	142	3	off	off	ADP
ajam-216	142	4	-	-	PUNCT
ajam-216	142	5	farm	farm	NOUN
ajam-216	142	6	diversification	diversification	NOUN
ajam-216	142	7	had	have	VERB
ajam-216	142	8	a	a	DET
ajam-216	142	9	significant	significant	ADJ
ajam-216	142	10	impact	impact	NOUN
ajam-216	142	11	on	on	ADP
ajam-216	142	12	welfare	welfare	NOUN
ajam-216	142	13	among	among	ADP
ajam-216	142	14	those	those	PRON
ajam-216	142	15	who	who	PRON
ajam-216	142	16	participated	participate	VERB
ajam-216	142	17	in	in	ADP
ajam-216	142	18	it	it	PRON
ajam-216	142	19	.	.	PUNCT
ajam-216	143	1	household	household	NOUN
ajam-216	143	2	assets	asset	NOUN
ajam-216	143	3	and	and	CCONJ
ajam-216	143	4	composition	composition	NOUN
ajam-216	143	5	the	the	DET
ajam-216	143	6	findings	finding	NOUN
ajam-216	143	7	from	from	ADP
ajam-216	143	8	for	for	ADP
ajam-216	143	9	variables	variable	NOUN
ajam-216	143	10	related	relate	VERB
ajam-216	143	11	to	to	ADP
ajam-216	143	12	household	household	NOUN
ajam-216	143	13	assets	asset	NOUN
ajam-216	143	14	and	and	CCONJ
ajam-216	143	15	composition	composition	NOUN
ajam-216	143	16	are	be	AUX
ajam-216	143	17	quite	quite	ADV
ajam-216	143	18	interesting	interesting	ADJ
ajam-216	143	19	.	.	PUNCT
ajam-216	144	1	the	the	DET
ajam-216	144	2	age	age	NOUN
ajam-216	144	3	structure	structure	NOUN
ajam-216	144	4	of	of	ADP
ajam-216	144	5	the	the	DET
ajam-216	144	6	household	household	NOUN
ajam-216	144	7	which	which	PRON
ajam-216	144	8	attempts	attempt	VERB
ajam-216	144	9	to	to	PART
ajam-216	144	10	capture	capture	VERB
ajam-216	144	11	the	the	DET
ajam-216	144	12	life	life	NOUN
ajam-216	144	13	-	-	PUNCT
ajam-216	144	14	cycle	cycle	NOUN
ajam-216	144	15	effects	effect	NOUN
ajam-216	144	16	was	be	AUX
ajam-216	144	17	found	find	VERB
ajam-216	144	18	to	to	PART
ajam-216	144	19	be	be	AUX
ajam-216	144	20	significant	significant	ADJ
ajam-216	144	21	correlates	correlate	NOUN
ajam-216	144	22	of	of	ADP
ajam-216	144	23	household	household	NOUN
ajam-216	144	24	welfare	welfare	NOUN
ajam-216	144	25	and	and	CCONJ
ajam-216	144	26	livelihood	livelihood	NOUN
ajam-216	144	27	diversification	diversification	NOUN
ajam-216	144	28	.	.	PUNCT
ajam-216	145	1	the	the	DET
ajam-216	145	2	coefficient	coefficient	NOUN
ajam-216	145	3	of	of	ADP
ajam-216	145	4	household	household	NOUN
ajam-216	145	5	head‟s	head‟s	ADJ
ajam-216	145	6	age	age	NOUN
ajam-216	145	7	is	be	AUX
ajam-216	145	8	positive	positive	ADJ
ajam-216	145	9	and	and	CCONJ
ajam-216	145	10	significant	significant	ADJ
ajam-216	145	11	which	which	PRON
ajam-216	145	12	means	mean	VERB
ajam-216	145	13	that	that	SCONJ
ajam-216	145	14	a	a	DET
ajam-216	145	15	farm	farm	NOUN
ajam-216	145	16	household‟s	household‟s	NOUN
ajam-216	145	17	welfare	welfare	NOUN
ajam-216	145	18	is	be	AUX
ajam-216	145	19	improved	improve	VERB
ajam-216	145	20	as	as	ADP
ajam-216	145	21	age	age	NOUN
ajam-216	145	22	increases	increase	NOUN
ajam-216	145	23	.	.	PUNCT
ajam-216	146	1	this	this	DET
ajam-216	146	2	coefficient	coefficient	NOUN
ajam-216	146	3	was	be	AUX
ajam-216	146	4	however	however	ADV
ajam-216	146	5	significantly	significantly	ADV
ajam-216	146	6	negative	negative	ADJ
ajam-216	146	7	in	in	ADP
ajam-216	146	8	the	the	DET
ajam-216	146	9	probit	probit	NOUN
ajam-216	146	10	selection	selection	NOUN
ajam-216	146	11	equation	equation	NOUN
ajam-216	146	12	,	,	PUNCT
ajam-216	146	13	implying	imply	VERB
ajam-216	146	14	that	that	SCONJ
ajam-216	146	15	the	the	DET
ajam-216	146	16	likelihood	likelihood	NOUN
ajam-216	146	17	to	to	PART
ajam-216	146	18	engage	engage	VERB
ajam-216	146	19	in	in	ADP
ajam-216	146	20	nonfarm	nonfarm	NOUN
ajam-216	146	21	diversification	diversification	NOUN
ajam-216	146	22	decreases	decrease	NOUN
ajam-216	146	23	as	as	SCONJ
ajam-216	146	24	the	the	DET
ajam-216	146	25	head	head	NOUN
ajam-216	146	26	of	of	ADP
ajam-216	146	27	household	household	NOUN
ajam-216	146	28	grows	grow	VERB
ajam-216	146	29	in	in	ADP
ajam-216	146	30	age	age	NOUN
ajam-216	146	31	.	.	PUNCT
ajam-216	147	1	furthermore	furthermore	ADV
ajam-216	147	2	,	,	PUNCT
ajam-216	147	3	households	household	NOUN
ajam-216	147	4	where	where	SCONJ
ajam-216	147	5	there	there	PRON
ajam-216	147	6	are	be	VERB
ajam-216	147	7	members	member	NOUN
ajam-216	147	8	aged	aged	ADJ
ajam-216	147	9	5	5	NUM
ajam-216	147	10	or	or	CCONJ
ajam-216	147	11	older	old	ADJ
ajam-216	147	12	have	have	VERB
ajam-216	147	13	a	a	DET
ajam-216	147	14	greater	great	ADJ
ajam-216	147	15	probability	probability	NOUN
ajam-216	147	16	to	to	ADP
ajam-216	147	17	table	table	NOUN
ajam-216	147	18	3	3	NUM
ajam-216	147	19	.	.	PUNCT
ajam-216	148	1	full	full	ADJ
ajam-216	148	2	information	information	NOUN
ajam-216	148	3	maximum	maximum	ADJ
ajam-216	148	4	likelihood	likelihood	NOUN
ajam-216	148	5	estimates	estimate	NOUN
ajam-216	148	6	of	of	ADP
ajam-216	148	7	the	the	DET
ajam-216	148	8	switching	switch	VERB
ajam-216	148	9	regression	regression	NOUN
ajam-216	148	10	model	model	NOUN
ajam-216	148	11	based	base	VERB
ajam-216	148	12	on	on	ADP
ajam-216	148	13	pooled	pooled	ADJ
ajam-216	148	14	data	datum	NOUN
ajam-216	148	15	for	for	ADP
ajam-216	148	16	1991	1991	NUM
ajam-216	148	17	and	and	CCONJ
ajam-216	148	18	2005	2005	NUM
ajam-216	148	19	.	.	PUNCT
ajam-216	149	1	variable	variable	ADJ
ajam-216	149	2	welfare	welfare	NOUN
ajam-216	149	3	=	=	SYM
ajam-216	149	4	0	0	NUM
ajam-216	149	5	welfare	welfare	NOUN
ajam-216	149	6	=	=	SYM
ajam-216	149	7	1	1	NUM
ajam-216	149	8	non	non	ADJ
ajam-216	149	9	-	-	ADJ
ajam-216	149	10	farm	farm	ADJ
ajam-216	149	11	diversification	diversification	NOUN
ajam-216	149	12	less	less	ADV
ajam-216	149	13	diversified	diversified	ADJ
ajam-216	149	14	diversified	diversify	VERB
ajam-216	149	15	(	(	PUNCT
ajam-216	149	16	select	select	ADJ
ajam-216	149	17	equation	equation	NOUN
ajam-216	149	18	)	)	PUNCT
ajam-216	149	19	education	education	NOUN
ajam-216	149	20	of	of	ADP
ajam-216	149	21	household	household	NOUN
ajam-216	149	22	0.2382**(0.0489	0.2382**(0.0489	NUM
ajam-216	149	23	)	)	PUNCT
ajam-216	149	24	0.1528	0.1528	NUM
ajam-216	149	25	*	*	PUNCT
ajam-216	149	26	*	*	PUNCT
ajam-216	149	27	*	*	PUNCT
ajam-216	149	28	(	(	PUNCT
ajam-216	149	29	0.01445	0.01445	NUM
ajam-216	149	30	)	)	PUNCT
ajam-216	150	1	0.1902	0.1902	NUM
ajam-216	151	1	*	*	PUNCT
ajam-216	151	2	*	*	PUNCT
ajam-216	151	3	(	(	PUNCT
ajam-216	151	4	0.05256	0.05256	NUM
ajam-216	151	5	)	)	PUNCT
ajam-216	151	6	age	age	NOUN
ajam-216	151	7	of	of	ADP
ajam-216	151	8	household	household	NOUN
ajam-216	151	9	head	head	NOUN
ajam-216	151	10	0.0739**(0.0036	0.0739**(0.0036	PROPN
ajam-216	151	11	)	)	PUNCT
ajam-216	151	12	-0.00125	-0.00125	NOUN
ajam-216	151	13	(	(	PUNCT
ajam-216	151	14	0.0013	0.0013	NUM
ajam-216	151	15	)	)	PUNCT
ajam-216	151	16	-.01445	-.01445	NOUN
ajam-216	152	1	*	*	PUNCT
ajam-216	152	2	*	*	PUNCT
ajam-216	152	3	*	*	PUNCT
ajam-216	152	4	(	(	PUNCT
ajam-216	152	5	0.00422	0.00422	NUM
ajam-216	152	6	)	)	PUNCT
ajam-216	152	7	gender	gender	NOUN
ajam-216	152	8	of	of	ADP
ajam-216	152	9	household	household	NOUN
ajam-216	152	10	head	head	NOUN
ajam-216	152	11	0.4986**(0.1044	0.4986**(0.1044	PROPN
ajam-216	152	12	)	)	PUNCT
ajam-216	153	1	0.1266	0.1266	NUM
ajam-216	154	1	*	*	PUNCT
ajam-216	155	1	*	*	PUNCT
ajam-216	155	2	*	*	PUNCT
ajam-216	155	3	(	(	PUNCT
ajam-216	155	4	0.02986	0.02986	NUM
ajam-216	155	5	)	)	PUNCT
ajam-216	155	6	0.8656	0.8656	NUM
ajam-216	156	1	*	*	PUNCT
ajam-216	156	2	*	*	PUNCT
ajam-216	156	3	*	*	PUNCT
ajam-216	156	4	(	(	PUNCT
ajam-216	156	5	0.1064	0.1064	NUM
ajam-216	156	6	)	)	PUNCT
ajam-216	156	7	size	size	NOUN
ajam-216	156	8	of	of	ADP
ajam-216	156	9	household	household	NOUN
ajam-216	156	10	-0.0139	-0.0139	NOUN
ajam-216	156	11	(	(	PUNCT
ajam-216	156	12	0.0508	0.0508	NUM
ajam-216	156	13	)	)	PUNCT
ajam-216	156	14	-0.1239	-0.1239	NOUN
ajam-216	157	1	*	*	PUNCT
ajam-216	157	2	*	*	PUNCT
ajam-216	157	3	*	*	PUNCT
ajam-216	157	4	(	(	PUNCT
ajam-216	157	5	0.01233	0.01233	NUM
ajam-216	157	6	)	)	PUNCT
ajam-216	157	7	dropped	drop	VERB
ajam-216	157	8	members	member	NOUN
ajam-216	157	9	aged	age	VERB
ajam-216	157	10	5	5	NUM
ajam-216	157	11	-	-	SYM
ajam-216	157	12	14	14	NUM
ajam-216	157	13	0.1257	0.1257	NUM
ajam-216	157	14	*	*	PUNCT
ajam-216	157	15	(	(	PUNCT
ajam-216	157	16	0.0761	0.0761	NUM
ajam-216	157	17	)	)	PUNCT
ajam-216	157	18	0.0354	0.0354	NUM
ajam-216	157	19	*	*	PUNCT
ajam-216	157	20	*	*	PUNCT
ajam-216	157	21	(	(	PUNCT
ajam-216	157	22	0.0155	0.0155	NUM
ajam-216	157	23	)	)	PUNCT
ajam-216	157	24	0.65586	0.65586	NUM
ajam-216	157	25	*	*	PUNCT
ajam-216	157	26	*	*	PUNCT
ajam-216	157	27	*	*	PUNCT
ajam-216	157	28	(	(	PUNCT
ajam-216	157	29	0.0486	0.0486	NUM
ajam-216	157	30	)	)	PUNCT
ajam-216	157	31	members	member	NOUN
ajam-216	157	32	aged	age	VERB
ajam-216	157	33	15	15	NUM
ajam-216	157	34	-	-	SYM
ajam-216	157	35	24	24	NUM
ajam-216	157	36	dropped	drop	VERB
ajam-216	157	37	0.0655	0.0655	NUM
ajam-216	157	38	*	*	PUNCT
ajam-216	157	39	*	*	PUNCT
ajam-216	157	40	(	(	PUNCT
ajam-216	157	41	0.01693	0.01693	NUM
ajam-216	157	42	)	)	PUNCT
ajam-216	157	43	0.50343	0.50343	NUM
ajam-216	157	44	*	*	PUNCT
ajam-216	158	1	*	*	PUNCT
ajam-216	158	2	*	*	PUNCT
ajam-216	158	3	(	(	PUNCT
ajam-216	158	4	0.04848	0.04848	NUM
ajam-216	158	5	)	)	PUNCT
ajam-216	158	6	members	member	NOUN
ajam-216	158	7	aged	age	VERB
ajam-216	158	8	25	25	NUM
ajam-216	158	9	-	-	SYM
ajam-216	158	10	39	39	NUM
ajam-216	158	11	0.2415**((0.0629	0.2415**((0.0629	NOUN
ajam-216	158	12	)	)	PUNCT
ajam-216	158	13	0.09044	0.09044	NUM
ajam-216	158	14	*	*	PUNCT
ajam-216	158	15	*	*	PUNCT
ajam-216	158	16	*	*	PUNCT
ajam-216	158	17	(	(	PUNCT
ajam-216	158	18	0.02413	0.02413	NUM
ajam-216	158	19	)	)	PUNCT
ajam-216	158	20	0.85054	0.85054	NUM
ajam-216	159	1	*	*	PUNCT
ajam-216	159	2	*	*	PUNCT
ajam-216	159	3	*	*	PUNCT
ajam-216	159	4	(	(	PUNCT
ajam-216	159	5	0.06303	0.06303	NUM
ajam-216	159	6	)	)	PUNCT
ajam-216	159	7	members	member	NOUN
ajam-216	159	8	aged	age	VERB
ajam-216	159	9	40	40	NUM
ajam-216	159	10	-	-	SYM
ajam-216	159	11	59	59	NUM
ajam-216	159	12	-0.0995	-0.0995	NOUN
ajam-216	159	13	(	(	PUNCT
ajam-216	159	14	0.08103	0.08103	NUM
ajam-216	159	15	)	)	PUNCT
ajam-216	159	16	0.05255	0.05255	NUM
ajam-216	159	17	*	*	PUNCT
ajam-216	159	18	*	*	PUNCT
ajam-216	159	19	(	(	PUNCT
ajam-216	159	20	0.0255	0.0255	NUM
ajam-216	159	21	)	)	PUNCT
ajam-216	159	22	0.43886	0.43886	NUM
ajam-216	159	23	*	*	PUNCT
ajam-216	160	1	*	*	PUNCT
ajam-216	160	2	*	*	PUNCT
ajam-216	160	3	(	(	PUNCT
ajam-216	160	4	0.07436	0.07436	NUM
ajam-216	160	5	)	)	PUNCT
ajam-216	160	6	members	member	NOUN
ajam-216	160	7	aged	age	VERB
ajam-216	160	8	above	above	ADP
ajam-216	160	9	60	60	NUM
ajam-216	160	10	-0.1685	-0.1685	NOUN
ajam-216	160	11	(	(	PUNCT
ajam-216	160	12	0.1241	0.1241	NUM
ajam-216	160	13	)	)	PUNCT
ajam-216	160	14	0.0755	0.0755	NUM
ajam-216	160	15	*	*	PUNCT
ajam-216	160	16	*	*	PUNCT
ajam-216	160	17	(	(	PUNCT
ajam-216	160	18	0.0323	0.0323	NUM
ajam-216	160	19	)	)	PUNCT
ajam-216	160	20	0.55888	0.55888	X
ajam-216	160	21	*	*	X
ajam-216	160	22	*	*	PUNCT
ajam-216	160	23	(	(	PUNCT
ajam-216	160	24	0.1175	0.1175	NUM
ajam-216	160	25	)	)	PUNCT
ajam-216	160	26	sector	sector	NOUN
ajam-216	160	27	of	of	ADP
ajam-216	160	28	employment	employment	NOUN
ajam-216	160	29	of	of	ADP
ajam-216	160	30	head	head	NOUN
ajam-216	160	31	-0.0911	-0.0911	NOUN
ajam-216	160	32	(	(	PUNCT
ajam-216	160	33	0.0656	0.0656	NUM
ajam-216	160	34	)	)	PUNCT
ajam-216	160	35	-0.03031	-0.03031	NOUN
ajam-216	161	1	*	*	PUNCT
ajam-216	161	2	*	*	PUNCT
ajam-216	161	3	(	(	PUNCT
ajam-216	161	4	0.0080	0.0080	NUM
ajam-216	161	5	)	)	PUNCT
ajam-216	161	6	-0.19631	-0.19631	NOUN
ajam-216	162	1	*	*	PUNCT
ajam-216	162	2	*	*	PUNCT
ajam-216	162	3	*	*	PUNCT
ajam-216	162	4	(	(	PUNCT
ajam-216	162	5	0.03613	0.03613	NUM
ajam-216	162	6	)	)	PUNCT
ajam-216	162	7	access	access	NOUN
ajam-216	162	8	to	to	ADP
ajam-216	162	9	remittances	remittance	NOUN
ajam-216	162	10	0.00912	0.00912	NUM
ajam-216	162	11	(	(	PUNCT
ajam-216	162	12	0.0605	0.0605	NUM
ajam-216	162	13	)	)	PUNCT
ajam-216	162	14	0.0008	0.0008	NUM
ajam-216	162	15	(	(	PUNCT
ajam-216	162	16	0.02099	0.02099	NUM
ajam-216	162	17	)	)	PUNCT
ajam-216	162	18	-0.05868	-0.05868	NOUN
ajam-216	162	19	(	(	PUNCT
ajam-216	162	20	0.07096	0.07096	NUM
ajam-216	162	21	)	)	PUNCT
ajam-216	162	22	acres	acre	NOUN
ajam-216	162	23	of	of	ADP
ajam-216	162	24	land	land	NOUN
ajam-216	162	25	owned	own	VERB
ajam-216	162	26	0.01916	0.01916	NUM
ajam-216	162	27	(	(	PUNCT
ajam-216	162	28	0.0138	0.0138	NUM
ajam-216	162	29	)	)	PUNCT
ajam-216	162	30	0.01048	0.01048	NUM
ajam-216	162	31	*	*	PUNCT
ajam-216	162	32	*	*	PUNCT
ajam-216	162	33	(	(	PUNCT
ajam-216	162	34	0.00474	0.00474	NUM
ajam-216	162	35	)	)	PUNCT
ajam-216	162	36	-0.02113	-0.02113	NOUN
ajam-216	162	37	(	(	PUNCT
ajam-216	162	38	0.01544	0.01544	NUM
ajam-216	162	39	)	)	PUNCT
ajam-216	162	40	agricultural	agricultural	ADJ
ajam-216	162	41	land	land	NOUN
ajam-216	162	42	sales	sale	NOUN
ajam-216	162	43	0.02513	0.02513	NUM
ajam-216	162	44	(	(	PUNCT
ajam-216	162	45	0.0863	0.0863	NUM
ajam-216	162	46	)	)	PUNCT
ajam-216	163	1	0.0307	0.0307	NUM
ajam-216	163	2	(	(	PUNCT
ajam-216	163	3	0.0303	0.0303	NUM
ajam-216	163	4	)	)	PUNCT
ajam-216	163	5	0.05455	0.05455	NUM
ajam-216	163	6	(	(	PUNCT
ajam-216	163	7	0.10318	0.10318	NUM
ajam-216	163	8	)	)	PUNCT
ajam-216	163	9	access	access	NOUN
ajam-216	163	10	to	to	ADP
ajam-216	163	11	motorable	motorable	ADJ
ajam-216	163	12	roads	road	NOUN
ajam-216	163	13	0.0784	0.0784	NUM
ajam-216	163	14	(	(	PUNCT
ajam-216	163	15	0.0977	0.0977	NUM
ajam-216	163	16	)	)	PUNCT
ajam-216	163	17	-0.07156	-0.07156	NOUN
ajam-216	164	1	*	*	PUNCT
ajam-216	164	2	(	(	PUNCT
ajam-216	164	3	0.03688	0.03688	NUM
ajam-216	164	4	)	)	PUNCT
ajam-216	164	5	-0.08697	-0.08697	NOUN
ajam-216	164	6	(	(	PUNCT
ajam-216	164	7	0.11655	0.11655	NUM
ajam-216	164	8	)	)	PUNCT
ajam-216	164	9	access	access	NOUN
ajam-216	164	10	to	to	ADP
ajam-216	164	11	banking	banking	NOUN
ajam-216	164	12	center	center	NOUN
ajam-216	164	13	-0.0282	-0.0282	NOUN
ajam-216	164	14	(	(	PUNCT
ajam-216	164	15	0.1415	0.1415	NOUN
ajam-216	164	16	)	)	PUNCT
ajam-216	164	17	0.00132	0.00132	NUM
ajam-216	164	18	(	(	PUNCT
ajam-216	164	19	0.04449	0.04449	NUM
ajam-216	164	20	)	)	PUNCT
ajam-216	164	21	-0.00244	-0.00244	NOUN
ajam-216	164	22	(	(	PUNCT
ajam-216	164	23	0.16449	0.16449	NOUN
ajam-216	164	24	)	)	PUNCT
ajam-216	164	25	access	access	NOUN
ajam-216	164	26	to	to	PART
ajam-216	164	27	produce	produce	VERB
ajam-216	164	28	market	market	NOUN
ajam-216	164	29	0.12156	0.12156	NUM
ajam-216	164	30	*	*	SYM
ajam-216	164	31	(	(	PUNCT
ajam-216	164	32	0.06706	0.06706	NUM
ajam-216	164	33	)	)	PUNCT
ajam-216	164	34	0.06706	0.06706	NUM
ajam-216	164	35	*	*	PUNCT
ajam-216	164	36	*	*	PUNCT
ajam-216	164	37	(	(	PUNCT
ajam-216	164	38	0.0238	0.0238	NUM
ajam-216	164	39	)	)	PUNCT
ajam-216	164	40	0.04126	0.04126	NUM
ajam-216	164	41	(	(	PUNCT
ajam-216	164	42	0.07999	0.07999	NUM
ajam-216	164	43	)	)	PUNCT
ajam-216	164	44	member	member	NOUN
ajam-216	164	45	of	of	ADP
ajam-216	164	46	agric	agric	PROPN
ajam-216	164	47	cooperative	cooperative	ADJ
ajam-216	164	48	-0.0406	-0.0406	NOUN
ajam-216	164	49	*	*	PUNCT
ajam-216	164	50	(	(	PUNCT
ajam-216	164	51	0.06415	0.06415	NUM
ajam-216	164	52	)	)	PUNCT
ajam-216	164	53	-0.04821	-0.04821	NOUN
ajam-216	164	54	*	*	NOUN
ajam-216	164	55	*	*	PUNCT
ajam-216	164	56	(	(	PUNCT
ajam-216	164	57	0.02242	0.02242	PROPN
ajam-216	164	58	)	)	PUNCT
ajam-216	164	59	-0.0665	-0.0665	ADV
ajam-216	164	60	(	(	PUNCT
ajam-216	164	61	0.07463	0.07463	NUM
ajam-216	164	62	)	)	PUNCT
ajam-216	164	63	access	access	NOUN
ajam-216	164	64	to	to	ADP
ajam-216	164	65	public	public	ADJ
ajam-216	164	66	transport	transport	NOUN
ajam-216	164	67	0.1997**(0.07175	0.1997**(0.07175	NOUN
ajam-216	164	68	)	)	PUNCT
ajam-216	164	69	0.17969	0.17969	NUM
ajam-216	164	70	*	*	PUNCT
ajam-216	164	71	*	*	PUNCT
ajam-216	164	72	(	(	PUNCT
ajam-216	164	73	0.02742	0.02742	NUM
ajam-216	164	74	)	)	PUNCT
ajam-216	164	75	0.18464	0.18464	NUM
ajam-216	164	76	*	*	PUNCT
ajam-216	164	77	*	*	PUNCT
ajam-216	164	78	(	(	PUNCT
ajam-216	164	79	0.08584	0.08584	NUM
ajam-216	164	80	)	)	PUNCT
ajam-216	164	81	agricultural	agricultural	ADJ
ajam-216	164	82	sharecropping	sharecropping	NOUN
ajam-216	164	83	0.06995	0.06995	NUM
ajam-216	164	84	(	(	PUNCT
ajam-216	164	85	0.0732	0.0732	NUM
ajam-216	164	86	)	)	PUNCT
ajam-216	164	87	0.1213**(0.0259	0.1213**(0.0259	NUM
ajam-216	164	88	)	)	PUNCT
ajam-216	164	89	0.02327	0.02327	NUM
ajam-216	164	90	(	(	PUNCT
ajam-216	164	91	0.08681	0.08681	NUM
ajam-216	164	92	)	)	PUNCT
ajam-216	164	93	access	access	NOUN
ajam-216	164	94	to	to	ADP
ajam-216	164	95	extension	extension	NOUN
ajam-216	164	96	service	service	NOUN
ajam-216	164	97	-0.03022	-0.03022	NOUN
ajam-216	164	98	(	(	PUNCT
ajam-216	164	99	0.0747	0.0747	NUM
ajam-216	164	100	)	)	PUNCT
ajam-216	164	101	0.00418	0.00418	NUM
ajam-216	164	102	(	(	PUNCT
ajam-216	164	103	0.0258	0.0258	NUM
ajam-216	164	104	)	)	PUNCT
ajam-216	164	105	-0.00805	-0.00805	NOUN
ajam-216	164	106	(	(	PUNCT
ajam-216	164	107	0.087777	0.087777	NUM
ajam-216	164	108	)	)	PUNCT
ajam-216	164	109	households	household	NOUN
ajam-216	164	110	use	use	VERB
ajam-216	164	111	fertilizers	fertilizer	NOUN
ajam-216	164	112	0.1089	0.1089	NUM
ajam-216	164	113	*	*	PUNCT
ajam-216	164	114	(	(	PUNCT
ajam-216	164	115	0.0667	0.0667	NUM
ajam-216	164	116	)	)	PUNCT
ajam-216	164	117	0.0.07252	0.0.07252	NOUN
ajam-216	165	1	*	*	PUNCT
ajam-216	165	2	*	*	PUNCT
ajam-216	165	3	(	(	PUNCT
ajam-216	165	4	0.02399	0.02399	NUM
ajam-216	165	5	)	)	PUNCT
ajam-216	165	6	0.07172	0.07172	NUM
ajam-216	165	7	(	(	PUNCT
ajam-216	165	8	0.07796	0.07796	NUM
ajam-216	165	9	)	)	PUNCT
ajam-216	165	10	listens	listen	VERB
ajam-216	165	11	to	to	ADP
ajam-216	165	12	radio	radio	NOUN
ajam-216	165	13	at	at	ADV
ajam-216	165	14	least	least	ADJ
ajam-216	165	15	once	once	ADV
ajam-216	165	16	a	a	DET
ajam-216	165	17	week	week	NOUN
ajam-216	165	18	-1.1431	-1.1431	NOUN
ajam-216	165	19	*	*	PUNCT
ajam-216	165	20	(	(	PUNCT
ajam-216	165	21	0.60843	0.60843	NUM
ajam-216	165	22	)	)	PUNCT
ajam-216	165	23	-0.87463	-0.87463	NOUN
ajam-216	166	1	*	*	PUNCT
ajam-216	166	2	*	*	PUNCT
ajam-216	166	3	(	(	PUNCT
ajam-216	166	4	0.22954	0.22954	NUM
ajam-216	166	5	)	)	PUNCT
ajam-216	166	6	-0.8596	-0.8596	NOUN
ajam-216	166	7	*	*	PUNCT
ajam-216	166	8	*	*	PUNCT
ajam-216	166	9	*	*	PUNCT
ajam-216	166	10	(	(	PUNCT
ajam-216	166	11	0.27064	0.27064	NUM
ajam-216	166	12	)	)	PUNCT
ajam-216	166	13	watches	watch	VERB
ajam-216	166	14	tv	tv	NOUN
ajam-216	166	15	at	at	ADP
ajam-216	166	16	least	least	ADJ
ajam-216	166	17	once	once	ADV
ajam-216	166	18	a	a	DET
ajam-216	166	19	week	week	NOUN
ajam-216	166	20	0.3956	0.3956	NUM
ajam-216	166	21	(	(	PUNCT
ajam-216	166	22	0.3631	0.3631	NUM
ajam-216	166	23	)	)	PUNCT
ajam-216	166	24	0.61385	0.61385	NUM
ajam-216	167	1	*	*	PUNCT
ajam-216	167	2	*	*	PUNCT
ajam-216	167	3	*	*	PUNCT
ajam-216	167	4	(	(	PUNCT
ajam-216	167	5	0.12974	0.12974	NUM
ajam-216	167	6	)	)	PUNCT
ajam-216	167	7	0.17891	0.17891	NUM
ajam-216	167	8	(	(	PUNCT
ajam-216	167	9	0.40968	0.40968	NUM
ajam-216	167	10	)	)	PUNCT
ajam-216	167	11	read	read	VERB
ajam-216	167	12	newspapers	newspaper	NOUN
ajam-216	167	13	at	at	ADP
ajam-216	167	14	least	least	ADJ
ajam-216	167	15	once	once	ADV
ajam-216	167	16	a	a	DET
ajam-216	167	17	week	week	NOUN
ajam-216	167	18	1.5548	1.5548	NUM
ajam-216	167	19	*	*	NOUN
ajam-216	167	20	*	*	PUNCT
ajam-216	167	21	(	(	PUNCT
ajam-216	167	22	0.76699	0.76699	NUM
ajam-216	167	23	)	)	PUNCT
ajam-216	167	24	1.3685	1.3685	NUM
ajam-216	167	25	*	*	PUNCT
ajam-216	167	26	*	*	PUNCT
ajam-216	167	27	*	*	PUNCT
ajam-216	167	28	(	(	PUNCT
ajam-216	167	29	0.27167	0.27167	NUM
ajam-216	167	30	)	)	PUNCT
ajam-216	167	31	-0.37409	-0.37409	NOUN
ajam-216	167	32	(	(	PUNCT
ajam-216	167	33	0.79786	0.79786	NUM
ajam-216	167	34	)	)	PUNCT
ajam-216	167	35	time	time	NOUN
ajam-216	167	36	dummy	dummy	NOUN
ajam-216	167	37	(	(	PUNCT
ajam-216	167	38	2006	2006	NUM
ajam-216	167	39	)	)	PUNCT
ajam-216	168	1	0.6284***(0.1818	0.6284***(0.1818	X
ajam-216	168	2	)	)	PUNCT
ajam-216	169	1	0.53607	0.53607	PRON
ajam-216	169	2	*	*	PUNCT
ajam-216	169	3	*	*	PUNCT
ajam-216	169	4	*	*	PUNCT
ajam-216	169	5	(	(	PUNCT
ajam-216	169	6	0.07078	0.07078	NUM
ajam-216	169	7	)	)	PUNCT
ajam-216	169	8	dropped	drop	VERB
ajam-216	169	9	constant	constant	ADJ
ajam-216	169	10	14.1017***(0.48165	14.1017***(0.48165	NUM
ajam-216	169	11	)	)	PUNCT
ajam-216	169	12	13.8454	13.8454	NUM
ajam-216	169	13	*	*	PUNCT
ajam-216	169	14	*	*	PUNCT
ajam-216	169	15	*	*	PUNCT
ajam-216	169	16	(	(	PUNCT
ajam-216	169	17	0.13764	0.13764	NUM
ajam-216	169	18	)	)	PUNCT
ajam-216	169	19	-0.87211	-0.87211	NOUN
ajam-216	170	1	*	*	PUNCT
ajam-216	170	2	*	*	PUNCT
ajam-216	170	3	(	(	PUNCT
ajam-216	170	4	0.31743	0.31743	NUM
ajam-216	170	5	)	)	PUNCT
ajam-216	170	6	rho_1	rho_1	NOUN
ajam-216	170	7	=	=	NOUN
ajam-216	170	8	0.80906	0.80906	NUM
ajam-216	170	9	*	*	PUNCT
ajam-216	170	10	*	*	PUNCT
ajam-216	170	11	*	*	PUNCT
ajam-216	170	12	(	(	PUNCT
ajam-216	170	13	0.0531	0.0531	NUM
ajam-216	170	14	)	)	PUNCT
ajam-216	170	15	,	,	PUNCT
ajam-216	170	16	rho_2	rho_2	PROPN
ajam-216	171	1	=	=	PUNCT
ajam-216	171	2	0.59552	0.59552	NUM
ajam-216	171	3	*	*	PUNCT
ajam-216	171	4	*	*	PUNCT
ajam-216	171	5	*	*	PUNCT
ajam-216	171	6	(	(	PUNCT
ajam-216	171	7	0.054255	0.054255	NUM
ajam-216	171	8	)	)	PUNCT
ajam-216	171	9	,	,	PUNCT
ajam-216	171	10	number	number	NOUN
ajam-216	171	11	of	of	ADP
ajam-216	171	12	observations	observation	NOUN
ajam-216	171	13	=	=	SYM
ajam-216	171	14	3264	3264	NUM
ajam-216	171	15	,	,	PUNCT
ajam-216	171	16	wald	wald	NOUN
ajam-216	171	17	chi	chi	NOUN
ajam-216	171	18	2	2	NUM
ajam-216	171	19	(	(	PUNCT
ajam-216	171	20	25	25	NUM
ajam-216	171	21	)	)	PUNCT
ajam-216	171	22	=	=	PUNCT
ajam-216	171	23	184.08	184.08	NUM
ajam-216	171	24	,	,	PUNCT
ajam-216	171	25	prob	prob	NOUN
ajam-216	171	26	>	>	X
ajam-216	171	27	chi2	chi2	PROPN
ajam-216	171	28	=	=	SYM
ajam-216	171	29	0.00000	0.00000	NUM
ajam-216	171	30	,	,	PUNCT
ajam-216	171	31	lr	lr	X
ajam-216	171	32	test	test	NOUN
ajam-216	171	33	of	of	ADP
ajam-216	171	34	independent	independent	ADJ
ajam-216	171	35	equations	equation	NOUN
ajam-216	171	36	:	:	PUNCT
ajam-216	171	37	chi	chi	NOUN
ajam-216	171	38	2	2	NUM
ajam-216	171	39	(	(	PUNCT
ajam-216	171	40	2	2	NUM
ajam-216	171	41	)	)	PUNCT
ajam-216	171	42	=	=	SYM
ajam-216	171	43	71.77	71.77	NUM
ajam-216	171	44	prob	prob	NOUN
ajam-216	171	45	>	>	X
ajam-216	171	46	chi2	chi2	PROPN
ajam-216	171	47	=	=	NOUN
ajam-216	171	48	0.0000	0.0000	NUM
ajam-216	171	49	.	.	PUNCT
ajam-216	172	1	*	*	PUNCT
ajam-216	172	2	means	mean	VERB
ajam-216	172	3	difference	difference	NOUN
ajam-216	172	4	is	be	AUX
ajam-216	172	5	significant	significant	ADJ
ajam-216	172	6	at	at	ADP
ajam-216	172	7	10	10	NUM
ajam-216	172	8	%	%	NOUN
ajam-216	172	9	,	,	PUNCT
ajam-216	172	10	*	*	PUNCT
ajam-216	172	11	*	*	NOUN
ajam-216	172	12	means	mean	VERB
ajam-216	172	13	difference	difference	NOUN
ajam-216	172	14	is	be	AUX
ajam-216	172	15	significant	significant	ADJ
ajam-216	172	16	at	at	ADP
ajam-216	172	17	5	5	NUM
ajam-216	172	18	%	%	NOUN
ajam-216	172	19	and	and	CCONJ
ajam-216	173	1	*	*	NOUN
ajam-216	173	2	*	*	PUNCT
ajam-216	173	3	*	*	PUNCT
ajam-216	173	4	means	mean	VERB
ajam-216	173	5	difference	difference	NOUN
ajam-216	173	6	is	be	AUX
ajam-216	173	7	significant	significant	ADJ
ajam-216	173	8	at	at	ADP
ajam-216	173	9	1	1	NUM
ajam-216	173	10	%	%	NOUN
ajam-216	173	11	.	.	PUNCT
ajam-216	174	1	also	also	ADV
ajam-216	174	2	standard	standard	ADJ
ajam-216	174	3	errors	error	NOUN
ajam-216	174	4	are	be	AUX
ajam-216	174	5	shown	show	VERB
ajam-216	174	6	in	in	ADP
ajam-216	174	7	parenthesis	parenthesis	NOUN
ajam-216	174	8	.	.	PUNCT
ajam-216	175	1	engage	engage	VERB
ajam-216	175	2	in	in	ADP
ajam-216	175	3	non	non	ADJ
ajam-216	175	4	-	-	ADJ
ajam-216	175	5	farm	farm	ADJ
ajam-216	175	6	work	work	NOUN
ajam-216	175	7	with	with	ADP
ajam-216	175	8	the	the	DET
ajam-216	175	9	likelihood	likelihood	NOUN
ajam-216	175	10	for	for	ADP
ajam-216	175	11	positive	positive	ADJ
ajam-216	175	12	dividends	dividend	NOUN
ajam-216	175	13	on	on	ADP
ajam-216	175	14	welfare	welfare	NOUN
ajam-216	175	15	.	.	PUNCT
ajam-216	176	1	this	this	PRON
ajam-216	176	2	could	could	AUX
ajam-216	176	3	be	be	AUX
ajam-216	176	4	due	due	ADJ
ajam-216	176	5	to	to	ADP
ajam-216	176	6	the	the	DET
ajam-216	176	7	fact	fact	NOUN
ajam-216	176	8	that	that	SCONJ
ajam-216	176	9	participation	participation	NOUN
ajam-216	176	10	in	in	ADP
ajam-216	176	11	off	off	ADP
ajam-216	176	12	-	-	PUNCT
ajam-216	176	13	farm	farm	NOUN
ajam-216	176	14	work	work	NOUN
ajam-216	176	15	is	be	AUX
ajam-216	176	16	critically	critically	ADV
ajam-216	176	17	dependent	dependent	ADJ
ajam-216	176	18	on	on	ADP
ajam-216	176	19	labor	labor	NOUN
ajam-216	176	20	availability	availability	NOUN
ajam-216	176	21	.	.	PUNCT
ajam-216	177	1	but	but	CCONJ
ajam-216	177	2	in	in	ADP
ajam-216	177	3	terms	term	NOUN
ajam-216	177	4	of	of	ADP
ajam-216	177	5	the	the	DET
ajam-216	177	6	size	size	NOUN
ajam-216	177	7	of	of	ADP
ajam-216	177	8	the	the	DET
ajam-216	177	9	household	household	NOUN
ajam-216	177	10	,	,	PUNCT
ajam-216	177	11	we	we	PRON
ajam-216	177	12	find	find	VERB
ajam-216	177	13	that	that	SCONJ
ajam-216	177	14	the	the	DET
ajam-216	177	15	coefficient	coefficient	NOUN
ajam-216	177	16	of	of	ADP
ajam-216	177	17	household	household	NOUN
ajam-216	177	18	membership	membership	NOUN
ajam-216	177	19	size	size	NOUN
ajam-216	177	20	appeared	appear	VERB
ajam-216	177	21	to	to	PART
ajam-216	177	22	be	be	AUX
ajam-216	177	23	negative	negative	ADJ
ajam-216	177	24	but	but	CCONJ
ajam-216	177	25	statistically	statistically	ADV
ajam-216	177	26	insignificant	insignificant	ADJ
ajam-216	177	27	for	for	ADP
ajam-216	177	28	the	the	DET
ajam-216	177	29	welfare	welfare	NOUN
ajam-216	177	30	of	of	ADP
ajam-216	177	31	non	non	ADJ
ajam-216	177	32	-	-	ADJ
ajam-216	177	33	diversified	diversified	ADJ
ajam-216	177	34	households	household	NOUN
ajam-216	177	35	.	.	PUNCT
ajam-216	178	1	this	this	PRON
ajam-216	178	2	means	mean	VERB
ajam-216	178	3	that	that	SCONJ
ajam-216	178	4	,	,	PUNCT
ajam-216	178	5	holding	hold	VERB
ajam-216	178	6	all	all	DET
ajam-216	178	7	other	other	ADJ
ajam-216	178	8	variables	variable	NOUN
ajam-216	178	9	constant	constant	ADJ
ajam-216	178	10	,	,	PUNCT
ajam-216	178	11	each	each	DET
ajam-216	178	12	additional	additional	ADJ
ajam-216	178	13	child	child	NOUN
ajam-216	178	14	decreases	decrease	VERB
ajam-216	178	15	the	the	DET
ajam-216	178	16	probability	probability	NOUN
ajam-216	178	17	of	of	ADP
ajam-216	178	18	increased	increase	VERB
ajam-216	178	19	household	household	NOUN
ajam-216	178	20	welfare	welfare	NOUN
ajam-216	178	21	and	and	CCONJ
ajam-216	178	22	puts	put	VERB
ajam-216	178	23	a	a	DET
ajam-216	178	24	greater	great	ADJ
ajam-216	178	25	burden	burden	NOUN
ajam-216	178	26	on	on	ADP
ajam-216	178	27	the	the	DET
ajam-216	178	28	household	household	NOUN
ajam-216	178	29	.	.	PUNCT
ajam-216	179	1	the	the	DET
ajam-216	179	2	gender	gender	NOUN
ajam-216	179	3	dummy	dummy	ADJ
ajam-216	179	4	variable	variable	NOUN
ajam-216	179	5	represents	represent	VERB
ajam-216	179	6	the	the	DET
ajam-216	179	7	gender	gender	NOUN
ajam-216	179	8	segregation	segregation	NOUN
ajam-216	179	9	between	between	ADP
ajam-216	179	10	men	man	NOUN
ajam-216	179	11	and	and	CCONJ
ajam-216	179	12	women	woman	NOUN
ajam-216	179	13	household	household	NOUN
ajam-216	179	14	heads	head	NOUN
ajam-216	179	15	.	.	PUNCT
ajam-216	180	1	the	the	DET
ajam-216	180	2	estimated	estimate	VERB
ajam-216	180	3	sign	sign	NOUN
ajam-216	180	4	of	of	ADP
ajam-216	180	5	the	the	DET
ajam-216	180	6	gender	gender	NOUN
ajam-216	180	7	variable	variable	NOUN
ajam-216	180	8	is	be	AUX
ajam-216	180	9	positive	positive	ADJ
ajam-216	180	10	for	for	ADP
ajam-216	180	11	all	all	DET
ajam-216	180	12	the	the	DET
ajam-216	180	13	models	model	NOUN
ajam-216	180	14	,	,	PUNCT
ajam-216	180	15	which	which	PRON
ajam-216	180	16	indicates	indicate	VERB
ajam-216	180	17	that	that	SCONJ
ajam-216	180	18	relative	relative	ADJ
ajam-216	180	19	to	to	ADP
ajam-216	180	20	female	female	NOUN
ajam-216	180	21	-	-	PUNCT
ajam-216	180	22	headed	head	VERB
ajam-216	180	23	households	household	NOUN
ajam-216	180	24	,	,	PUNCT
ajam-216	180	25	the	the	DET
ajam-216	180	26	level	level	NOUN
ajam-216	180	27	of	of	ADP
ajam-216	180	28	welfare	welfare	NOUN
ajam-216	180	29	and	and	CCONJ
ajam-216	180	30	non	non	ADJ
ajam-216	180	31	-	-	ADJ
ajam-216	180	32	farm	farm	ADJ
ajam-216	180	33	diversification	diversification	NOUN
ajam-216	180	34	is	be	AUX
ajam-216	180	35	likely	likely	ADJ
ajam-216	180	36	to	to	PART
ajam-216	180	37	be	be	AUX
ajam-216	180	38	high	high	ADJ
ajam-216	180	39	for	for	ADP
ajam-216	180	40	maleheaded	maleheade	VERB
ajam-216	180	41	households	household	NOUN
ajam-216	180	42	.	.	PUNCT
ajam-216	181	1	the	the	DET
ajam-216	181	2	level	level	NOUN
ajam-216	181	3	of	of	ADP
ajam-216	181	4	education	education	NOUN
ajam-216	181	5	and	and	CCONJ
ajam-216	181	6	the	the	DET
ajam-216	181	7	health	health	NOUN
ajam-216	181	8	status	status	NOUN
ajam-216	181	9	of	of	ADP
ajam-216	181	10	household	household	NOUN
ajam-216	181	11	members	member	NOUN
ajam-216	181	12	in	in	ADP
ajam-216	181	13	the	the	DET
ajam-216	181	14	model	model	NOUN
ajam-216	181	15	represent	represent	VERB
ajam-216	181	16	human	human	ADJ
ajam-216	181	17	capital	capital	NOUN
ajam-216	181	18	endowment	endowment	NOUN
ajam-216	181	19	.	.	PUNCT
ajam-216	182	1	the	the	DET
ajam-216	182	2	results	result	NOUN
ajam-216	182	3	from	from	ADP
ajam-216	182	4	table	table	NOUN
ajam-216	182	5	3	3	NUM
ajam-216	182	6	show	show	VERB
ajam-216	182	7	that	that	SCONJ
ajam-216	182	8	education	education	NOUN
ajam-216	182	9	of	of	ADP
ajam-216	182	10	the	the	DET
ajam-216	182	11	head	head	NOUN
ajam-216	182	12	of	of	ADP
ajam-216	182	13	the	the	DET
ajam-216	182	14	household	household	NOUN
ajam-216	182	15	has	have	VERB
ajam-216	182	16	a	a	DET
ajam-216	182	17	significant	significant	ADJ
ajam-216	182	18	and	and	CCONJ
ajam-216	182	19	positive	positive	ADJ
ajam-216	182	20	effect	effect	NOUN
ajam-216	182	21	on	on	ADP
ajam-216	182	22	household‟s	household‟s	NOUN
ajam-216	182	23	non	non	ADJ
ajam-216	182	24	-	-	ADJ
ajam-216	182	25	farm	farm	ADJ
ajam-216	182	26	diversification	diversification	NOUN
ajam-216	182	27	as	as	ADV
ajam-216	182	28	well	well	ADV
ajam-216	182	29	as	as	ADP
ajam-216	182	30	household	household	NOUN
ajam-216	182	31	welfare	welfare	NOUN
ajam-216	182	32	.	.	PUNCT
ajam-216	183	1	the	the	PRON
ajam-216	183	2	higher	high	ADJ
ajam-216	183	3	the	the	DET
ajam-216	183	4	level	level	NOUN
ajam-216	183	5	of	of	ADP
ajam-216	183	6	education	education	NOUN
ajam-216	183	7	,	,	PUNCT
ajam-216	183	8	the	the	PRON
ajam-216	183	9	greater	great	ADJ
ajam-216	183	10	the	the	DET
ajam-216	183	11	probability	probability	NOUN
ajam-216	183	12	that	that	SCONJ
ajam-216	183	13	households	household	NOUN
ajam-216	183	14	will	will	AUX
ajam-216	183	15	engage	engage	VERB
ajam-216	183	16	in	in	ADP
ajam-216	183	17	non	non	ADJ
ajam-216	183	18	-	-	ADJ
ajam-216	183	19	farm	farm	ADJ
ajam-216	183	20	work	work	NOUN
ajam-216	183	21	and	and	CCONJ
ajam-216	183	22	ultimately	ultimately	ADV
ajam-216	183	23	have	have	VERB
ajam-216	183	24	improved	improve	VERB
ajam-216	183	25	welfare	welfare	NOUN
ajam-216	183	26	.	.	PUNCT
ajam-216	184	1	with	with	ADP
ajam-216	184	2	regards	regard	NOUN
ajam-216	184	3	to	to	ADP
ajam-216	184	4	the	the	DET
ajam-216	184	5	health	health	NOUN
ajam-216	184	6	status	status	NOUN
ajam-216	184	7	variable	variable	NOUN
ajam-216	184	8	,	,	PUNCT
ajam-216	184	9	the	the	DET
ajam-216	184	10	study	study	NOUN
ajam-216	184	11	find	find	VERB
ajam-216	184	12	from	from	ADP
ajam-216	184	13	the	the	DET
ajam-216	184	14	analysis	analysis	NOUN
ajam-216	184	15	that	that	SCONJ
ajam-216	184	16	the	the	DET
ajam-216	184	17	tendency	tendency	NOUN
ajam-216	184	18	to	to	PART
ajam-216	184	19	engage	engage	VERB
ajam-216	184	20	in	in	ADP
ajam-216	184	21	non	non	ADJ
ajam-216	184	22	-	-	ADJ
ajam-216	184	23	farm	farm	ADJ
ajam-216	184	24	work	work	NOUN
ajam-216	184	25	reduces	reduce	VERB
ajam-216	184	26	when	when	SCONJ
ajam-216	184	27	the	the	DET
ajam-216	184	28	burden	burden	NOUN
ajam-216	184	29	of	of	ADP
ajam-216	184	30	disease	disease	NOUN
ajam-216	184	31	is	be	AUX
ajam-216	184	32	high	high	ADJ
ajam-216	184	33	,	,	PUNCT
ajam-216	184	34	which	which	PRON
ajam-216	184	35	is	be	AUX
ajam-216	184	36	what	what	PRON
ajam-216	184	37	was	be	AUX
ajam-216	184	38	generally	generally	ADV
ajam-216	184	39	expect	expect	VERB
ajam-216	184	40	in	in	ADP
ajam-216	184	41	theory	theory	NOUN
ajam-216	184	42	.	.	PUNCT
ajam-216	185	1	owning	own	VERB
ajam-216	185	2	land	land	NOUN
ajam-216	185	3	is	be	AUX
ajam-216	185	4	an	an	DET
ajam-216	185	5	important	important	ADJ
ajam-216	185	6	asset	asset	NOUN
ajam-216	185	7	in	in	ADP
ajam-216	185	8	improving	improve	VERB
ajam-216	185	9	the	the	DET
ajam-216	185	10	welfare	welfare	NOUN
ajam-216	185	11	of	of	ADP
ajam-216	185	12	households	household	NOUN
ajam-216	185	13	who	who	PRON
ajam-216	185	14	engage	engage	VERB
ajam-216	185	15	in	in	ADP
ajam-216	185	16	non	non	ADJ
ajam-216	185	17	-	-	ADJ
ajam-216	185	18	farm	farm	ADJ
ajam-216	185	19	work	work	NOUN
ajam-216	185	20	.	.	PUNCT
ajam-216	186	1	we	we	PRON
ajam-216	186	2	surprisingly	surprisingly	ADV
ajam-216	186	3	find	find	VERB
ajam-216	186	4	no	no	DET
ajam-216	186	5	significant	significant	ADJ
ajam-216	186	6	effect	effect	NOUN
ajam-216	186	7	of	of	ADP
ajam-216	186	8	land	land	NOUN
ajam-216	186	9	ownership	ownership	NOUN
ajam-216	186	10	on	on	ADP
ajam-216	186	11	the	the	DET
ajam-216	186	12	selection	selection	NOUN
ajam-216	186	13	decision	decision	NOUN
ajam-216	186	14	whether	whether	SCONJ
ajam-216	186	15	or	or	CCONJ
ajam-216	186	16	not	not	PART
ajam-216	186	17	to	to	PART
ajam-216	186	18	participate	participate	VERB
ajam-216	186	19	in	in	ADP
ajam-216	186	20	non	non	ADJ
ajam-216	186	21	-	-	ADJ
ajam-216	186	22	farm	farm	ADJ
ajam-216	186	23	work	work	NOUN
ajam-216	186	24	.	.	PUNCT
ajam-216	187	1	applying	apply	VERB
ajam-216	187	2	fertilizers	fertilizer	NOUN
ajam-216	187	3	is	be	AUX
ajam-216	187	4	shown	show	VERB
ajam-216	187	5	in	in	ADP
ajam-216	187	6	the	the	DET
ajam-216	187	7	results	result	NOUN
ajam-216	187	8	to	to	PART
ajam-216	187	9	be	be	AUX
ajam-216	187	10	justifiable	justifiable	ADJ
ajam-216	187	11	as	as	SCONJ
ajam-216	187	12	the	the	DET
ajam-216	187	13	study	study	NOUN
ajam-216	187	14	find	find	VERB
ajam-216	187	15	out	out	ADP
ajam-216	187	16	that	that	SCONJ
ajam-216	187	17	those	those	DET
ajam-216	187	18	farming	farming	NOUN
ajam-216	187	19	households	household	NOUN
ajam-216	187	20	who	who	PRON
ajam-216	187	21	use	use	VERB
ajam-216	187	22	fertilizers	fertilizer	NOUN
ajam-216	187	23	(	(	PUNCT
ajam-216	187	24	specifically	specifically	ADV
ajam-216	187	25	,	,	PUNCT
ajam-216	187	26	those	those	PRON
ajam-216	187	27	who	who	PRON
ajam-216	187	28	engage	engage	VERB
ajam-216	187	29	in	in	ADP
ajam-216	187	30	non	non	ADJ
ajam-216	187	31	-	-	ADJ
ajam-216	187	32	farm	farm	ADJ
ajam-216	187	33	diversification	diversification	NOUN
ajam-216	187	34	)	)	PUNCT
ajam-216	187	35	have	have	VERB
ajam-216	187	36	a	a	DET
ajam-216	187	37	greater	great	ADJ
ajam-216	187	38	likelihood	likelihood	NOUN
ajam-216	187	39	of	of	ADP
ajam-216	187	40	enjoying	enjoy	VERB
ajam-216	187	41	improved	improved	ADJ
ajam-216	187	42	welfare	welfare	NOUN
ajam-216	187	43	.	.	PUNCT
ajam-216	188	1	the	the	DET
ajam-216	188	2	impact	impact	NOUN
ajam-216	188	3	of	of	ADP
ajam-216	188	4	access	access	NOUN
ajam-216	188	5	to	to	ADP
ajam-216	188	6	insecticides	insecticide	NOUN
ajam-216	188	7	was	be	AUX
ajam-216	188	8	statistically	statistically	ADV
ajam-216	188	9	insignificant	insignificant	ADJ
ajam-216	188	10	and	and	CCONJ
ajam-216	188	11	was	be	AUX
ajam-216	188	12	dropped	drop	VERB
ajam-216	188	13	from	from	ADP
ajam-216	188	14	the	the	DET
ajam-216	188	15	model	model	NOUN
ajam-216	188	16	.	.	PUNCT
ajam-216	189	1	the	the	DET
ajam-216	189	2	problem	problem	NOUN
ajam-216	189	3	of	of	ADP
ajam-216	189	4	the	the	DET
ajam-216	189	5	exclusion	exclusion	NOUN
ajam-216	189	6	of	of	ADP
ajam-216	189	7	rural	rural	ADJ
ajam-216	189	8	populations	population	NOUN
ajam-216	189	9	from	from	ADP
ajam-216	189	10	financial	financial	ADJ
ajam-216	189	11	services	service	NOUN
ajam-216	189	12	is	be	AUX
ajam-216	189	13	widely	widely	ADV
ajam-216	189	14	acknowledged	acknowledge	VERB
ajam-216	189	15	.	.	PUNCT
ajam-216	190	1	it	it	PRON
ajam-216	190	2	was	be	AUX
ajam-216	190	3	therefore	therefore	ADV
ajam-216	190	4	not	not	PART
ajam-216	190	5	too	too	ADV
ajam-216	190	6	surprising	surprising	ADJ
ajam-216	190	7	we	we	PRON
ajam-216	190	8	uncovered	uncover	VERB
ajam-216	190	9	no	no	DET
ajam-216	190	10	significant	significant	ADJ
ajam-216	190	11	impact	impact	NOUN
ajam-216	190	12	of	of	ADP
ajam-216	190	13	access	access	NOUN
ajam-216	190	14	to	to	ADP
ajam-216	190	15	remittances	remittance	NOUN
ajam-216	190	16	and	and	CCONJ
ajam-216	190	17	banking	banking	NOUN
ajam-216	190	18	services	service	NOUN
ajam-216	190	19	on	on	ADP
ajam-216	190	20	welfare	welfare	NOUN
ajam-216	190	21	and	and	CCONJ
ajam-216	190	22	the	the	DET
ajam-216	190	23	non	non	ADJ
ajam-216	190	24	-	-	ADJ
ajam-216	190	25	farm	farm	ADJ
ajam-216	190	26	participation	participation	NOUN
ajam-216	190	27	decision	decision	NOUN
ajam-216	190	28	.	.	PUNCT
ajam-216	191	1	the	the	DET
ajam-216	191	2	importance	importance	NOUN
ajam-216	191	3	of	of	ADP
ajam-216	191	4	the	the	DET
ajam-216	191	5	sector	sector	NOUN
ajam-216	191	6	of	of	ADP
ajam-216	191	7	employment	employment	NOUN
ajam-216	191	8	of	of	ADP
ajam-216	191	9	the	the	DET
ajam-216	191	10	household	household	NOUN
ajam-216	191	11	head	head	NOUN
ajam-216	191	12	is	be	AUX
ajam-216	191	13	clearly	clearly	ADV
ajam-216	191	14	underscored	underscored	ADJ
ajam-216	191	15	in	in	ADP
ajam-216	191	16	the	the	DET
ajam-216	191	17	analysis	analysis	NOUN
ajam-216	191	18	.	.	PUNCT
ajam-216	192	1	the	the	DET
ajam-216	192	2	results	result	NOUN
ajam-216	192	3	show	show	VERB
ajam-216	192	4	that	that	SCONJ
ajam-216	192	5	relative	relative	ADJ
ajam-216	192	6	to	to	ADP
ajam-216	192	7	other	other	ADJ
ajam-216	192	8	jobs	job	NOUN
ajam-216	192	9	other	other	ADJ
ajam-216	192	10	than	than	ADP
ajam-216	192	11	agriculture	agriculture	NOUN
ajam-216	192	12	,	,	PUNCT
ajam-216	192	13	the	the	DET
ajam-216	192	14	level	level	NOUN
ajam-216	192	15	of	of	ADP
ajam-216	192	16	welfare	welfare	NOUN
ajam-216	192	17	and	and	CCONJ
ajam-216	192	18	non	non	ADJ
ajam-216	192	19	-	-	ADJ
ajam-216	192	20	farm	farm	ADJ
ajam-216	192	21	diversification	diversification	NOUN
ajam-216	192	22	is	be	AUX
ajam-216	192	23	likely	likely	ADJ
ajam-216	192	24	to	to	PART
ajam-216	192	25	be	be	AUX
ajam-216	192	26	lower	low	ADJ
ajam-216	192	27	for	for	ADP
ajam-216	192	28	household	household	NOUN
ajam-216	192	29	heads	head	NOUN
ajam-216	192	30	who	who	PRON
ajam-216	192	31	work	work	VERB
ajam-216	192	32	in	in	ADP
ajam-216	192	33	the	the	DET
ajam-216	192	34	agricultural	agricultural	ADJ
ajam-216	192	35	sector	sector	NOUN
ajam-216	192	36	.	.	PUNCT
ajam-216	193	1	market	market	NOUN
ajam-216	193	2	access	access	NOUN
ajam-216	193	3	for	for	ADP
ajam-216	193	4	small	small	ADJ
ajam-216	193	5	and	and	CCONJ
ajam-216	193	6	marginal	marginal	ADJ
ajam-216	193	7	farmers	farmer	NOUN
ajam-216	193	8	,	,	PUNCT
ajam-216	193	9	having	have	VERB
ajam-216	193	10	access	access	NOUN
ajam-216	193	11	to	to	ADP
ajam-216	193	12	markets	market	NOUN
ajam-216	193	13	helped	help	VERB
ajam-216	193	14	in	in	ADP
ajam-216	193	15	reducing	reduce	VERB
ajam-216	193	16	transaction	transaction	NOUN
ajam-216	193	17	costs	cost	NOUN
ajam-216	193	18	and	and	CCONJ
ajam-216	193	19	risks	risk	NOUN
ajam-216	193	20	involved	involve	VERB
ajam-216	193	21	in	in	ADP
ajam-216	193	22	acquiring	acquire	VERB
ajam-216	193	23	inputs	input	NOUN
ajam-216	193	24	and	and	CCONJ
ajam-216	193	25	profitably	profitably	ADV
ajam-216	193	26	selling	sell	VERB
ajam-216	193	27	outputs	output	NOUN
ajam-216	193	28	.	.	PUNCT
ajam-216	194	1	having	have	VERB
ajam-216	194	2	access	access	NOUN
ajam-216	194	3	to	to	ADP
ajam-216	194	4	local	local	ADJ
ajam-216	194	5	community	community	NOUN
ajam-216	194	6	markets	market	NOUN
ajam-216	194	7	was	be	AUX
ajam-216	194	8	found	find	VERB
ajam-216	194	9	to	to	PART
ajam-216	194	10	be	be	AUX
ajam-216	194	11	positive	positive	ADJ
ajam-216	194	12	and	and	CCONJ
ajam-216	194	13	significant	significant	ADJ
ajam-216	194	14	in	in	ADP
ajam-216	194	15	promoting	promote	VERB
ajam-216	194	16	welfare	welfare	NOUN
ajam-216	194	17	of	of	ADP
ajam-216	194	18	diversified	diversified	ADJ
ajam-216	194	19	households	household	NOUN
ajam-216	194	20	.	.	PUNCT
ajam-216	195	1	this	this	PRON
ajam-216	195	2	was	be	AUX
ajam-216	195	3	not	not	PART
ajam-216	195	4	the	the	DET
ajam-216	195	5	case	case	NOUN
ajam-216	195	6	for	for	ADP
ajam-216	195	7	less	less	ADV
ajam-216	195	8	diversified	diversified	ADJ
ajam-216	195	9	households	household	NOUN
ajam-216	195	10	.	.	PUNCT
ajam-216	196	1	we	we	PRON
ajam-216	196	2	also	also	ADV
ajam-216	196	3	find	find	VERB
ajam-216	196	4	that	that	SCONJ
ajam-216	196	5	access	access	NOUN
ajam-216	196	6	to	to	ADP
ajam-216	196	7	local	local	ADJ
ajam-216	196	8	markets	market	NOUN
ajam-216	196	9	has	have	VERB
ajam-216	196	10	no	no	DET
ajam-216	196	11	direct	direct	ADJ
ajam-216	196	12	correlation	correlation	NOUN
ajam-216	196	13	with	with	ADP
ajam-216	196	14	the	the	DET
ajam-216	196	15	livelihood	livelihood	NOUN
ajam-216	196	16	diversification	diversification	NOUN
ajam-216	196	17	decision	decision	NOUN
ajam-216	196	18	.	.	PUNCT
ajam-216	197	1	as	as	SCONJ
ajam-216	197	2	was	be	AUX
ajam-216	197	3	expected	expect	VERB
ajam-216	197	4	,	,	PUNCT
ajam-216	197	5	households	household	NOUN
ajam-216	197	6	who	who	PRON
ajam-216	197	7	live	live	VERB
ajam-216	197	8	in	in	ADP
ajam-216	197	9	communities	community	NOUN
ajam-216	197	10	with	with	ADP
ajam-216	197	11	better	well	ADJ
ajam-216	197	12	access	access	NOUN
ajam-216	197	13	to	to	ADP
ajam-216	197	14	public	public	ADJ
ajam-216	197	15	transport	transport	NOUN
ajam-216	197	16	have	have	VERB
ajam-216	197	17	a	a	DET
ajam-216	197	18	higher	high	ADJ
ajam-216	197	19	probability	probability	NOUN
ajam-216	197	20	to	to	PART
ajam-216	197	21	engage	engage	VERB
ajam-216	197	22	in	in	ADP
ajam-216	197	23	non	non	ADJ
ajam-216	197	24	-	-	ADJ
ajam-216	197	25	farm	farm	ADJ
ajam-216	197	26	work	work	NOUN
ajam-216	197	27	and	and	CCONJ
ajam-216	197	28	also	also	ADV
ajam-216	197	29	enjoy	enjoy	VERB
ajam-216	197	30	higher	high	ADJ
ajam-216	197	31	welfare	welfare	NOUN
ajam-216	197	32	.	.	PUNCT
ajam-216	198	1	access	access	NOUN
ajam-216	198	2	to	to	ADP
ajam-216	198	3	public	public	ADJ
ajam-216	198	4	transport	transport	NOUN
ajam-216	198	5	facilitates	facilitate	VERB
ajam-216	198	6	movement	movement	NOUN
ajam-216	198	7	of	of	ADP
ajam-216	198	8	persons	person	NOUN
ajam-216	198	9	,	,	PUNCT
ajam-216	198	10	farm	farm	NOUN
ajam-216	198	11	inputs	input	NOUN
ajam-216	198	12	and	and	CCONJ
ajam-216	198	13	outputs	output	NOUN
ajam-216	198	14	in	in	ADP
ajam-216	198	15	a	a	DET
ajam-216	198	16	cost	cost	NOUN
ajam-216	198	17	effective	effective	ADJ
ajam-216	198	18	way	way	NOUN
ajam-216	198	19	.	.	PUNCT
ajam-216	199	1	we	we	PRON
ajam-216	199	2	realized	realize	VERB
ajam-216	199	3	that	that	SCONJ
ajam-216	199	4	this	this	DET
ajam-216	199	5	finding	finding	NOUN
ajam-216	199	6	was	be	AUX
ajam-216	199	7	robust	robust	ADJ
ajam-216	199	8	for	for	SCONJ
ajam-216	199	9	all	all	DET
ajam-216	199	10	the	the	DET
ajam-216	199	11	groups	group	NOUN
ajam-216	199	12	studied	study	VERB
ajam-216	199	13	.	.	PUNCT
ajam-216	200	1	strikingly	strikingly	ADV
ajam-216	200	2	,	,	PUNCT
ajam-216	200	3	however	however	ADV
ajam-216	200	4	,	,	PUNCT
ajam-216	200	5	we	we	PRON
ajam-216	200	6	find	find	VERB
ajam-216	200	7	that	that	SCONJ
ajam-216	200	8	access	access	NOUN
ajam-216	200	9	to	to	ADP
ajam-216	200	10	motorable	motorable	ADJ
ajam-216	200	11	roads	road	NOUN
ajam-216	200	12	turns	turn	VERB
ajam-216	200	13	out	out	ADP
ajam-216	200	14	to	to	PART
ajam-216	200	15	be	be	AUX
ajam-216	200	16	negative	negative	ADJ
ajam-216	200	17	and	and	CCONJ
ajam-216	200	18	significant	significant	ADJ
ajam-216	200	19	at	at	ADP
ajam-216	200	20	10	10	NUM
ajam-216	200	21	%	%	NOUN
ajam-216	200	22	in	in	ADP
ajam-216	200	23	the	the	DET
ajam-216	200	24	welfare	welfare	NOUN
ajam-216	200	25	function	function	NOUN
ajam-216	200	26	of	of	ADP
ajam-216	200	27	diversified	diversified	ADJ
ajam-216	200	28	households	household	NOUN
ajam-216	200	29	and	and	CCONJ
ajam-216	200	30	insignificant	insignificant	ADJ
ajam-216	200	31	in	in	ADP
ajam-216	200	32	the	the	DET
ajam-216	200	33	case	case	NOUN
ajam-216	200	34	of	of	ADP
ajam-216	200	35	the	the	DET
ajam-216	200	36	selection	selection	NOUN
ajam-216	200	37	decision	decision	NOUN
ajam-216	200	38	and	and	CCONJ
ajam-216	200	39	welfare	welfare	NOUN
ajam-216	200	40	of	of	ADP
ajam-216	200	41	less	less	ADV
ajam-216	200	42	diversified	diversified	ADJ
ajam-216	200	43	groups	group	NOUN
ajam-216	200	44	.	.	PUNCT
ajam-216	201	1	institutions	institution	NOUN
ajam-216	201	2	transfer	transfer	VERB
ajam-216	201	3	of	of	ADP
ajam-216	201	4	information	information	NOUN
ajam-216	201	5	and	and	CCONJ
ajam-216	201	6	knowledge	knowledge	NOUN
ajam-216	201	7	to	to	ADP
ajam-216	201	8	small	small	ADJ
ajam-216	201	9	farm	farm	NOUN
ajam-216	201	10	households	household	NOUN
ajam-216	201	11	working	work	VERB
ajam-216	201	12	in	in	ADP
ajam-216	201	13	diverse	diverse	ADJ
ajam-216	201	14	settings	setting	NOUN
ajam-216	201	15	,	,	PUNCT
ajam-216	201	16	remote	remote	ADJ
ajam-216	201	17	locations	location	NOUN
ajam-216	201	18	and	and	CCONJ
ajam-216	201	19	some	some	PRON
ajam-216	201	20	of	of	ADP
ajam-216	201	21	whom	whom	PRON
ajam-216	201	22	are	be	AUX
ajam-216	201	23	illiterate	illiterate	ADJ
ajam-216	201	24	is	be	AUX
ajam-216	201	25	very	very	ADV
ajam-216	201	26	challenging	challenging	ADJ
ajam-216	201	27	task	task	NOUN
ajam-216	201	28	.	.	PUNCT
ajam-216	202	1	the	the	DET
ajam-216	202	2	traditional	traditional	ADJ
ajam-216	202	3	models	model	NOUN
ajam-216	202	4	of	of	ADP
ajam-216	202	5	transferring	transfer	VERB
ajam-216	202	6	knowledge	knowledge	NOUN
ajam-216	202	7	in	in	ADP
ajam-216	202	8	ghana	ghana	PROPN
ajam-216	202	9	are	be	AUX
ajam-216	202	10	largely	largely	ADV
ajam-216	202	11	based	base	VERB
ajam-216	202	12	on	on	ADP
ajam-216	202	13	extension	extension	NOUN
ajam-216	202	14	activities	activity	NOUN
ajam-216	202	15	and	and	CCONJ
ajam-216	202	16	agricultural	agricultural	ADJ
ajam-216	202	17	cooperatives	cooperative	NOUN
ajam-216	202	18	.	.	PUNCT
ajam-216	203	1	in	in	ADP
ajam-216	203	2	this	this	DET
ajam-216	203	3	last	last	ADJ
ajam-216	203	4	set	set	NOUN
ajam-216	203	5	of	of	ADP
ajam-216	203	6	results	result	NOUN
ajam-216	203	7	,	,	PUNCT
ajam-216	203	8	how	how	SCONJ
ajam-216	203	9	traditional	traditional	ADJ
ajam-216	203	10	and	and	CCONJ
ajam-216	203	11	non	non	ADJ
ajam-216	203	12	-	-	ADJ
ajam-216	203	13	traditional	traditional	ADJ
ajam-216	203	14	sources	source	NOUN
ajam-216	203	15	of	of	ADP
ajam-216	203	16	obtaining	obtain	VERB
ajam-216	203	17	agricultural	agricultural	ADJ
ajam-216	203	18	information	information	NOUN
ajam-216	203	19	affect	affect	VERB
ajam-216	203	20	non	non	ADJ
ajam-216	203	21	-	-	ADJ
ajam-216	203	22	farm	farm	ADJ
ajam-216	203	23	diversification	diversification	NOUN
ajam-216	203	24	and	and	CCONJ
ajam-216	203	25	household	household	NOUN
ajam-216	203	26	welfare	welfare	NOUN
ajam-216	203	27	are	be	AUX
ajam-216	203	28	discussed	discuss	VERB
ajam-216	203	29	.	.	PUNCT
ajam-216	204	1	no	no	DET
ajam-216	204	2	significant	significant	ADJ
ajam-216	204	3	effect	effect	NOUN
ajam-216	204	4	of	of	ADP
ajam-216	204	5	access	access	NOUN
ajam-216	204	6	to	to	ADP
ajam-216	204	7	extension	extension	NOUN
ajam-216	204	8	services	service	NOUN
ajam-216	204	9	on	on	ADP
ajam-216	204	10	non	non	ADJ
ajam-216	204	11	-	-	ADJ
ajam-216	204	12	farm	farm	ADJ
ajam-216	204	13	diversification	diversification	NOUN
ajam-216	204	14	and	and	CCONJ
ajam-216	204	15	also	also	ADV
ajam-216	204	16	household	household	NOUN
ajam-216	204	17	welfare	welfare	NOUN
ajam-216	204	18	was	be	AUX
ajam-216	204	19	found	find	VERB
ajam-216	204	20	.	.	PUNCT
ajam-216	205	1	this	this	PRON
ajam-216	205	2	may	may	AUX
ajam-216	205	3	not	not	PART
ajam-216	205	4	be	be	AUX
ajam-216	205	5	too	too	ADV
ajam-216	205	6	surprising	surprising	ADJ
ajam-216	205	7	considering	consider	VERB
ajam-216	205	8	the	the	DET
ajam-216	205	9	fact	fact	NOUN
ajam-216	205	10	that	that	SCONJ
ajam-216	205	11	agriculture	agriculture	NOUN
ajam-216	205	12	extension	extension	NOUN
ajam-216	205	13	departments	department	NOUN
ajam-216	205	14	in	in	ADP
ajam-216	205	15	ghana	ghana	PROPN
ajam-216	205	16	lack	lack	VERB
ajam-216	205	17	the	the	DET
ajam-216	205	18	resources	resource	NOUN
ajam-216	205	19	and	and	CCONJ
ajam-216	205	20	state	state	NOUN
ajam-216	205	21	-	-	PUNCT
ajam-216	205	22	of	of	ADP
ajam-216	205	23	-	-	PUNCT
ajam-216	205	24	the	the	DET
ajam-216	205	25	-	-	PUNCT
ajam-216	205	26	art	art	NOUN
ajam-216	205	27	technologies	technology	NOUN
ajam-216	205	28	to	to	PART
ajam-216	205	29	deliver	deliver	VERB
ajam-216	205	30	the	the	DET
ajam-216	205	31	required	require	VERB
ajam-216	205	32	services	service	NOUN
ajam-216	205	33	to	to	ADP
ajam-216	205	34	farming	farming	NOUN
ajam-216	205	35	communities	community	NOUN
ajam-216	205	36	.	.	PUNCT
ajam-216	206	1	with	with	ADP
ajam-216	206	2	regards	regard	NOUN
ajam-216	206	3	to	to	ADP
ajam-216	206	4	the	the	DET
ajam-216	206	5	importance	importance	NOUN
ajam-216	206	6	of	of	ADP
ajam-216	206	7	agricultural	agricultural	ADJ
ajam-216	206	8	cooperatives	cooperative	NOUN
ajam-216	206	9	,	,	PUNCT
ajam-216	206	10	a	a	DET
ajam-216	206	11	negative	negative	ADJ
ajam-216	206	12	and	and	CCONJ
ajam-216	206	13	significant	significant	ADJ
ajam-216	206	14	likelihood	likelihood	NOUN
ajam-216	206	15	effect	effect	NOUN
ajam-216	206	16	on	on	ADP
ajam-216	206	17	the	the	DET
ajam-216	206	18	welfare	welfare	NOUN
ajam-216	206	19	of	of	ADP
ajam-216	206	20	diversified	diversified	ADJ
ajam-216	206	21	households	household	NOUN
ajam-216	206	22	was	be	AUX
ajam-216	206	23	observed	observe	VERB
ajam-216	206	24	.	.	PUNCT
ajam-216	207	1	the	the	DET
ajam-216	207	2	effect	effect	NOUN
ajam-216	207	3	of	of	ADP
ajam-216	207	4	agricultural	agricultural	ADJ
ajam-216	207	5	cooperatives	cooperative	NOUN
ajam-216	207	6	on	on	ADP
ajam-216	207	7	the	the	DET
ajam-216	207	8	diversification	diversification	NOUN
ajam-216	207	9	decision	decision	NOUN
ajam-216	207	10	and	and	CCONJ
ajam-216	207	11	the	the	DET
ajam-216	207	12	welfare	welfare	NOUN
ajam-216	207	13	of	of	ADP
ajam-216	207	14	less	less	ADV
ajam-216	207	15	diversified	diversified	ADJ
ajam-216	207	16	households	household	NOUN
ajam-216	207	17	are	be	AUX
ajam-216	207	18	insignificant	insignificant	ADJ
ajam-216	207	19	.	.	PUNCT
ajam-216	208	1	looking	look	VERB
ajam-216	208	2	at	at	ADP
ajam-216	208	3	the	the	DET
ajam-216	208	4	history	history	NOUN
ajam-216	208	5	,	,	PUNCT
ajam-216	208	6	culture	culture	NOUN
ajam-216	208	7	,	,	PUNCT
ajam-216	208	8	type	type	NOUN
ajam-216	208	9	and	and	CCONJ
ajam-216	208	10	structure	structure	NOUN
ajam-216	208	11	of	of	ADP
ajam-216	208	12	co	co	ADJ
ajam-216	208	13	-	-	ADJ
ajam-216	208	14	operative	operative	ADJ
ajam-216	208	15	organizations	organization	NOUN
ajam-216	208	16	in	in	ADP
ajam-216	208	17	ghana	ghana	PROPN
ajam-216	208	18	and	and	CCONJ
ajam-216	208	19	elsewhere	elsewhere	ADV
ajam-216	208	20	in	in	ADP
ajam-216	208	21	africa	africa	PROPN
ajam-216	208	22	,	,	PUNCT
ajam-216	208	23	this	this	DET
ajam-216	208	24	result	result	NOUN
ajam-216	208	25	may	may	AUX
ajam-216	208	26	not	not	PART
ajam-216	208	27	necessarily	necessarily	ADV
ajam-216	208	28	be	be	AUX
ajam-216	208	29	surprising	surprising	ADJ
ajam-216	208	30	.	.	PUNCT
ajam-216	209	1	traditional	traditional	ADJ
ajam-216	209	2	agricultural	agricultural	ADJ
ajam-216	209	3	cooperatives	cooperative	NOUN
ajam-216	209	4	are	be	AUX
ajam-216	209	5	normally	normally	ADV
ajam-216	209	6	sees	see	VERB
ajam-216	209	7	as	as	SCONJ
ajam-216	209	8	disintergrated	disintergrate	VERB
ajam-216	209	9	stand	stand	VERB
ajam-216	209	10	alone	alone	ADJ
ajam-216	209	11	groups	group	NOUN
ajam-216	209	12	promoted	promote	VERB
ajam-216	209	13	through	through	ADP
ajam-216	209	14	collective	collective	ADJ
ajam-216	209	15	ownership	ownership	NOUN
ajam-216	209	16	with	with	ADP
ajam-216	209	17	minimal	minimal	ADJ
ajam-216	209	18	capital	capital	NOUN
ajam-216	209	19	investment	investment	NOUN
ajam-216	209	20	who	who	PRON
ajam-216	209	21	are	be	AUX
ajam-216	209	22	unable	unable	ADJ
ajam-216	209	23	to	to	PART
ajam-216	209	24	see	see	VERB
ajam-216	209	25	problems	problem	NOUN
ajam-216	209	26	of	of	ADP
ajam-216	209	27	their	their	PRON
ajam-216	209	28	members	member	NOUN
ajam-216	209	29	in	in	ADP
ajam-216	209	30	terms	term	NOUN
ajam-216	209	31	of	of	ADP
ajam-216	209	32	solutions	solution	NOUN
ajam-216	209	33	generated	generate	VERB
ajam-216	209	34	by	by	ADP
ajam-216	209	35	the	the	DET
ajam-216	209	36	co	co	ADJ
ajam-216	209	37	-	-	ADJ
ajam-216	209	38	operative	operative	ADJ
ajam-216	209	39	movement	movement	NOUN
ajam-216	209	40	as	as	ADP
ajam-216	209	41	a	a	DET
ajam-216	209	42	whole	whole	NOUN
ajam-216	209	43	,	,	PUNCT
ajam-216	209	44	but	but	CCONJ
ajam-216	209	45	rather	rather	ADV
ajam-216	209	46	,	,	PUNCT
ajam-216	209	47	they	they	PRON
ajam-216	209	48	look	look	VERB
ajam-216	209	49	to	to	ADP
ajam-216	209	50	the	the	DET
ajam-216	209	51	government	government	NOUN
ajam-216	209	52	when	when	SCONJ
ajam-216	209	53	seeking	seek	VERB
ajam-216	209	54	co	co	ADJ
ajam-216	209	55	-	-	ADJ
ajam-216	209	56	operative	operative	ADJ
ajam-216	209	57	solutions	solution	NOUN
ajam-216	209	58	(	(	PUNCT
ajam-216	209	59	chambo	chambo	NOUN
ajam-216	209	60	,	,	PUNCT
ajam-216	209	61	2009	2009	NUM
ajam-216	209	62	)	)	PUNCT
ajam-216	209	63	.	.	PUNCT
ajam-216	210	1	one	one	NUM
ajam-216	210	2	aged	age	VERB
ajam-216	210	3	-	-	PUNCT
ajam-216	210	4	long	long	ADJ
ajam-216	210	5	risk	risk	NOUN
ajam-216	210	6	-	-	PUNCT
ajam-216	210	7	sharing	share	VERB
ajam-216	210	8	institution	institution	NOUN
ajam-216	210	9	in	in	ADP
ajam-216	210	10	ghana	ghana	PROPN
ajam-216	210	11	that	that	PRON
ajam-216	210	12	turned	turn	VERB
ajam-216	210	13	out	out	ADP
ajam-216	210	14	to	to	PART
ajam-216	210	15	have	have	VERB
ajam-216	210	16	a	a	DET
ajam-216	210	17	positive	positive	ADJ
ajam-216	210	18	and	and	CCONJ
ajam-216	210	19	significant	significant	ADJ
ajam-216	210	20	effect	effect	NOUN
ajam-216	210	21	on	on	ADP
ajam-216	210	22	household	household	NOUN
ajam-216	210	23	welfare	welfare	NOUN
ajam-216	210	24	is	be	AUX
ajam-216	210	25	the	the	DET
ajam-216	210	26	idea	idea	NOUN
ajam-216	210	27	of	of	ADP
ajam-216	210	28	sharecropping	sharecropping	NOUN
ajam-216	210	29	.	.	PUNCT
ajam-216	211	1	this	this	PRON
ajam-216	211	2	is	be	AUX
ajam-216	211	3	the	the	DET
ajam-216	211	4	system	system	NOUN
ajam-216	211	5	where	where	SCONJ
ajam-216	211	6	a	a	DET
ajam-216	211	7	landowner	landowner	NOUN
ajam-216	211	8	allows	allow	VERB
ajam-216	211	9	a	a	DET
ajam-216	211	10	tenant	tenant	NOUN
ajam-216	211	11	to	to	PART
ajam-216	211	12	use	use	VERB
ajam-216	211	13	the	the	DET
ajam-216	211	14	land	land	NOUN
ajam-216	211	15	in	in	ADP
ajam-216	211	16	return	return	NOUN
ajam-216	211	17	for	for	ADP
ajam-216	211	18	a	a	DET
ajam-216	211	19	share	share	NOUN
ajam-216	211	20	of	of	ADP
ajam-216	211	21	the	the	DET
ajam-216	211	22	farm	farm	NOUN
ajam-216	211	23	produce	produce	NOUN
ajam-216	211	24	.	.	PUNCT
ajam-216	212	1	the	the	DET
ajam-216	212	2	likelihood	likelihood	NOUN
ajam-216	212	3	impact	impact	NOUN
ajam-216	212	4	of	of	ADP
ajam-216	212	5	sharecropping	sharecrop	VERB
ajam-216	212	6	in	in	ADP
ajam-216	212	7	the	the	DET
ajam-216	212	8	selection	selection	NOUN
ajam-216	212	9	equation	equation	NOUN
ajam-216	212	10	and	and	CCONJ
ajam-216	212	11	in	in	ADP
ajam-216	212	12	the	the	DET
ajam-216	212	13	welfare	welfare	NOUN
ajam-216	212	14	of	of	ADP
ajam-216	212	15	less	less	ADV
ajam-216	212	16	diversified	diversified	ADJ
ajam-216	212	17	households	household	NOUN
ajam-216	212	18	was	be	AUX
ajam-216	212	19	however	however	ADV
ajam-216	212	20	not	not	PART
ajam-216	212	21	significantly	significantly	ADV
ajam-216	212	22	different	different	ADJ
ajam-216	212	23	from	from	ADP
ajam-216	212	24	zero	zero	NUM
ajam-216	212	25	.	.	PUNCT
ajam-216	213	1	beyond	beyond	ADP
ajam-216	213	2	the	the	DET
ajam-216	213	3	traditional	traditional	ADJ
ajam-216	213	4	knowledge	knowledge	NOUN
ajam-216	213	5	institutions	institution	NOUN
ajam-216	213	6	that	that	PRON
ajam-216	213	7	are	be	AUX
ajam-216	213	8	typically	typically	ADV
ajam-216	213	9	available	available	ADJ
ajam-216	213	10	to	to	ADP
ajam-216	213	11	rural	rural	ADJ
ajam-216	213	12	farmers	farmer	NOUN
ajam-216	213	13	,	,	PUNCT
ajam-216	213	14	access	access	NOUN
ajam-216	213	15	to	to	ADP
ajam-216	213	16	tv	tv	NOUN
ajam-216	213	17	and	and	CCONJ
ajam-216	213	18	radio	radio	NOUN
ajam-216	213	19	networks	network	NOUN
ajam-216	213	20	are	be	AUX
ajam-216	213	21	important	important	ADJ
ajam-216	213	22	channels	channel	NOUN
ajam-216	213	23	through	through	ADP
ajam-216	213	24	which	which	PRON
ajam-216	213	25	various	various	ADJ
ajam-216	213	26	kinds	kind	NOUN
ajam-216	213	27	of	of	ADP
ajam-216	213	28	information	information	NOUN
ajam-216	213	29	can	can	AUX
ajam-216	213	30	be	be	AUX
ajam-216	213	31	transmitted	transmit	VERB
ajam-216	213	32	to	to	ADP
ajam-216	213	33	farm	farm	NOUN
ajam-216	213	34	households	household	NOUN
ajam-216	213	35	.	.	PUNCT
ajam-216	214	1	after	after	ADP
ajam-216	214	2	controlling	control	VERB
ajam-216	214	3	for	for	ADP
ajam-216	214	4	other	other	ADJ
ajam-216	214	5	variables	variable	NOUN
ajam-216	214	6	in	in	ADP
ajam-216	214	7	the	the	DET
ajam-216	214	8	model	model	NOUN
ajam-216	214	9	,	,	PUNCT
ajam-216	214	10	some	some	DET
ajam-216	214	11	interesting	interesting	ADJ
ajam-216	214	12	results	result	NOUN
ajam-216	214	13	were	be	AUX
ajam-216	214	14	found	find	VERB
ajam-216	214	15	when	when	SCONJ
ajam-216	214	16	mass	mass	ADJ
ajam-216	214	17	media	medium	NOUN
ajam-216	214	18	variables	variable	NOUN
ajam-216	214	19	were	be	AUX
ajam-216	214	20	included	include	VERB
ajam-216	214	21	.	.	PUNCT
ajam-216	215	1	households	household	NOUN
ajam-216	215	2	who	who	PRON
ajam-216	215	3	listen	listen	VERB
ajam-216	215	4	to	to	ADP
ajam-216	215	5	radio	radio	NOUN
ajam-216	215	6	at	at	ADV
ajam-216	215	7	least	least	ADJ
ajam-216	215	8	once	once	ADV
ajam-216	215	9	a	a	DET
ajam-216	215	10	week	week	NOUN
ajam-216	215	11	were	be	AUX
ajam-216	215	12	found	find	VERB
ajam-216	215	13	to	to	PART
ajam-216	215	14	have	have	VERB
ajam-216	215	15	a	a	DET
ajam-216	215	16	greater	great	ADJ
ajam-216	215	17	likelihood	likelihood	NOUN
ajam-216	215	18	to	to	PART
ajam-216	215	19	engage	engage	VERB
ajam-216	215	20	in	in	ADP
ajam-216	215	21	non	non	ADJ
ajam-216	215	22	-	-	ADJ
ajam-216	215	23	farm	farm	ADJ
ajam-216	215	24	work	work	NOUN
ajam-216	215	25	.	.	PUNCT
ajam-216	216	1	with	with	ADP
ajam-216	216	2	regards	regard	NOUN
ajam-216	216	3	to	to	ADP
ajam-216	216	4	promoting	promote	VERB
ajam-216	216	5	household	household	NOUN
ajam-216	216	6	welfare	welfare	NOUN
ajam-216	216	7	,	,	PUNCT
ajam-216	216	8	instead	instead	ADV
ajam-216	216	9	of	of	ADP
ajam-216	216	10	a	a	DET
ajam-216	216	11	positive	positive	ADJ
ajam-216	216	12	effect	effect	NOUN
ajam-216	216	13	,	,	PUNCT
ajam-216	216	14	we	we	PRON
ajam-216	216	15	found	find	VERB
ajam-216	216	16	a	a	DET
ajam-216	216	17	significantly	significantly	ADV
ajam-216	216	18	negative	negative	ADJ
ajam-216	216	19	effect	effect	NOUN
ajam-216	216	20	of	of	ADP
ajam-216	216	21	access	access	NOUN
ajam-216	216	22	to	to	ADP
ajam-216	216	23	radio	radio	NOUN
ajam-216	216	24	for	for	ADP
ajam-216	216	25	both	both	CCONJ
ajam-216	216	26	diversified	diversified	ADJ
ajam-216	216	27	and	and	CCONJ
ajam-216	216	28	less	less	ADV
ajam-216	216	29	diversified	diversified	ADJ
ajam-216	216	30	groups	group	NOUN
ajam-216	216	31	.	.	PUNCT
ajam-216	217	1	in	in	ADP
ajam-216	217	2	the	the	DET
ajam-216	217	3	case	case	NOUN
ajam-216	217	4	of	of	ADP
ajam-216	217	5	households	household	NOUN
ajam-216	217	6	who	who	PRON
ajam-216	217	7	watch	watch	VERB
ajam-216	217	8	television	television	NOUN
ajam-216	217	9	at	at	ADP
ajam-216	217	10	least	least	ADJ
ajam-216	217	11	once	once	ADV
ajam-216	217	12	a	a	DET
ajam-216	217	13	week	week	NOUN
ajam-216	217	14	,	,	PUNCT
ajam-216	217	15	a	a	DET
ajam-216	217	16	positive	positive	ADJ
ajam-216	217	17	and	and	CCONJ
ajam-216	217	18	significant	significant	ADJ
ajam-216	217	19	welfare	welfare	NOUN
ajam-216	217	20	impact	impact	NOUN
ajam-216	217	21	was	be	AUX
ajam-216	217	22	found	find	VERB
ajam-216	217	23	for	for	ADP
ajam-216	217	24	the	the	DET
ajam-216	217	25	more	more	ADV
ajam-216	217	26	diversified	diversified	ADJ
ajam-216	217	27	group	group	NOUN
ajam-216	217	28	.	.	PUNCT
ajam-216	218	1	though	though	SCONJ
ajam-216	218	2	difficult	difficult	ADJ
ajam-216	218	3	to	to	PART
ajam-216	218	4	interpret	interpret	VERB
ajam-216	218	5	,	,	PUNCT
ajam-216	218	6	these	these	DET
ajam-216	218	7	findings	finding	NOUN
ajam-216	218	8	underscore	underscore	VERB
ajam-216	218	9	the	the	DET
ajam-216	218	10	significance	significance	NOUN
ajam-216	218	11	of	of	ADP
ajam-216	218	12	such	such	ADJ
ajam-216	218	13	mass	mass	ADJ
ajam-216	218	14	media	medium	NOUN
ajam-216	218	15	tools	tool	NOUN
ajam-216	218	16	to	to	ADP
ajam-216	218	17	either	either	CCONJ
ajam-216	218	18	positively	positively	ADV
ajam-216	218	19	or	or	CCONJ
ajam-216	218	20	negatively	negatively	ADV
ajam-216	218	21	influence	influence	VERB
ajam-216	218	22	household	household	NOUN
ajam-216	218	23	behavior	behavior	NOUN
ajam-216	218	24	(	(	PUNCT
ajam-216	218	25	appendix	appendix	NOUN
ajam-216	218	26	)	)	PUNCT
ajam-216	218	27	.	.	PUNCT
ajam-216	219	1	conclusions	conclusion	NOUN
ajam-216	219	2	since	since	SCONJ
ajam-216	219	3	the	the	DET
ajam-216	219	4	implementation	implementation	NOUN
ajam-216	219	5	of	of	ADP
ajam-216	219	6	the	the	DET
ajam-216	219	7	market	market	NOUN
ajam-216	219	8	-	-	PUNCT
ajam-216	219	9	oriented	orient	VERB
ajam-216	219	10	agricultural	agricultural	ADJ
ajam-216	219	11	sector	sector	NOUN
ajam-216	219	12	reforms	reform	NOUN
ajam-216	219	13	in	in	ADP
ajam-216	219	14	the	the	DET
ajam-216	219	15	late	late	ADJ
ajam-216	219	16	1980s	1980	NOUN
ajam-216	219	17	,	,	PUNCT
ajam-216	219	18	there	there	PRON
ajam-216	219	19	has	have	AUX
ajam-216	219	20	been	be	AUX
ajam-216	219	21	a	a	DET
ajam-216	219	22	remarkable	remarkable	ADJ
ajam-216	219	23	diversification	diversification	NOUN
ajam-216	219	24	trend	trend	NOUN
ajam-216	219	25	in	in	ADP
ajam-216	219	26	rural	rural	ADJ
ajam-216	219	27	ghana	ghana	PROPN
ajam-216	219	28	characterized	characterize	VERB
ajam-216	219	29	by	by	ADP
ajam-216	219	30	developments	development	NOUN
ajam-216	219	31	of	of	ADP
ajam-216	219	32	non	non	ADJ
ajam-216	219	33	-	-	ADJ
ajam-216	219	34	agricultural	agricultural	ADJ
ajam-216	219	35	rural	rural	ADJ
ajam-216	219	36	enterprises	enterprise	NOUN
ajam-216	219	37	.	.	PUNCT
ajam-216	220	1	the	the	DET
ajam-216	220	2	paper	paper	NOUN
ajam-216	220	3	draws	draw	VERB
ajam-216	220	4	from	from	ADP
ajam-216	220	5	the	the	DET
ajam-216	220	6	1991/1992	1991/1992	NUM
ajam-216	220	7	and	and	CCONJ
ajam-216	220	8	2005/2006	2005/2006	NUM
ajam-216	220	9	ghana	ghana	PROPN
ajam-216	220	10	living	living	NOUN
ajam-216	220	11	standards	standard	NOUN
ajam-216	220	12	household	household	NOUN
ajam-216	220	13	surveys	survey	NOUN
ajam-216	220	14	to	to	PART
ajam-216	220	15	also	also	ADV
ajam-216	220	16	throw	throw	VERB
ajam-216	220	17	light	light	NOUN
ajam-216	220	18	on	on	ADP
ajam-216	220	19	how	how	SCONJ
ajam-216	220	20	selected	select	VERB
ajam-216	220	21	elements	element	NOUN
ajam-216	220	22	of	of	ADP
ajam-216	220	23	the	the	DET
ajam-216	220	24	agricultural	agricultural	ADJ
ajam-216	220	25	sector	sector	NOUN
ajam-216	220	26	reforms	reform	NOUN
ajam-216	220	27	impact	impact	NOUN
ajam-216	220	28	on	on	ADP
ajam-216	220	29	non	non	ADJ
ajam-216	220	30	-	-	ADJ
ajam-216	220	31	farm	farm	ADJ
ajam-216	220	32	diversification	diversification	NOUN
ajam-216	220	33	and	and	CCONJ
ajam-216	220	34	household	household	NOUN
ajam-216	220	35	welfare	welfare	NOUN
ajam-216	220	36	.	.	PUNCT
ajam-216	221	1	the	the	DET
ajam-216	221	2	study	study	NOUN
ajam-216	221	3	finds	find	VERB
ajam-216	221	4	that	that	SCONJ
ajam-216	221	5	nonfarm	nonfarm	NOUN
ajam-216	221	6	diversification	diversification	NOUN
ajam-216	221	7	activities	activity	NOUN
ajam-216	221	8	and	and	CCONJ
ajam-216	221	9	household	household	NOUN
ajam-216	221	10	welfare	welfare	NOUN
ajam-216	221	11	are	be	AUX
ajam-216	221	12	mostly	mostly	ADV
ajam-216	221	13	driven	drive	VERB
ajam-216	221	14	by	by	ADP
ajam-216	221	15	household	household	NOUN
ajam-216	221	16	assets	asset	NOUN
ajam-216	221	17	and	and	CCONJ
ajam-216	221	18	compositions	composition	NOUN
ajam-216	221	19	including	include	VERB
ajam-216	221	20	household	household	NOUN
ajam-216	221	21	age	age	NOUN
ajam-216	221	22	structure	structure	NOUN
ajam-216	221	23	,	,	PUNCT
ajam-216	221	24	education	education	NOUN
ajam-216	221	25	level	level	NOUN
ajam-216	221	26	and	and	CCONJ
ajam-216	221	27	gender	gender	NOUN
ajam-216	221	28	.	.	PUNCT
ajam-216	222	1	the	the	DET
ajam-216	222	2	role	role	NOUN
ajam-216	222	3	of	of	ADP
ajam-216	222	4	market	market	NOUN
ajam-216	222	5	access	access	NOUN
ajam-216	222	6	,	,	PUNCT
ajam-216	222	7	fertilizer	fertilizer	NOUN
ajam-216	222	8	use	use	NOUN
ajam-216	222	9	and	and	CCONJ
ajam-216	222	10	public	public	ADJ
ajam-216	222	11	transportation	transportation	NOUN
ajam-216	222	12	are	be	AUX
ajam-216	222	13	also	also	ADV
ajam-216	222	14	critical	critical	ADJ
ajam-216	222	15	dimensions	dimension	NOUN
ajam-216	222	16	of	of	ADP
ajam-216	222	17	rural	rural	ADJ
ajam-216	222	18	livelihood	livelihood	NOUN
ajam-216	222	19	diversification	diversification	NOUN
ajam-216	222	20	and	and	CCONJ
ajam-216	222	21	household	household	NOUN
ajam-216	222	22	welfare	welfare	NOUN
ajam-216	222	23	and	and	CCONJ
ajam-216	222	24	merits	merit	VERB
ajam-216	222	25	attention	attention	NOUN
ajam-216	222	26	by	by	ADP
ajam-216	222	27	policy	policy	NOUN
ajam-216	222	28	makers	maker	NOUN
ajam-216	222	29	.	.	PUNCT
ajam-216	223	1	the	the	DET
ajam-216	223	2	idea	idea	NOUN
ajam-216	223	3	of	of	ADP
ajam-216	223	4	sharecropping	sharecrop	VERB
ajam-216	223	5	as	as	ADP
ajam-216	223	6	a	a	DET
ajam-216	223	7	risk	risk	NOUN
ajam-216	223	8	-	-	PUNCT
ajam-216	223	9	sharing	sharing	NOUN
ajam-216	223	10	mechanism	mechanism	NOUN
ajam-216	223	11	is	be	AUX
ajam-216	223	12	also	also	ADV
ajam-216	223	13	not	not	PART
ajam-216	223	14	misplaced	misplace	VERB
ajam-216	223	15	and	and	CCONJ
ajam-216	223	16	needs	need	VERB
ajam-216	223	17	to	to	PART
ajam-216	223	18	be	be	AUX
ajam-216	223	19	supported	support	VERB
ajam-216	223	20	.	.	PUNCT
ajam-216	224	1	among	among	ADP
ajam-216	224	2	the	the	DET
ajam-216	224	3	information	information	NOUN
ajam-216	224	4	variables	variable	NOUN
ajam-216	224	5	,	,	PUNCT
ajam-216	224	6	listening	listen	VERB
ajam-216	224	7	to	to	ADP
ajam-216	224	8	radio	radio	NOUN
ajam-216	224	9	and	and	CCONJ
ajam-216	224	10	providing	provide	VERB
ajam-216	224	11	access	access	NOUN
ajam-216	224	12	to	to	ADP
ajam-216	224	13	televisions	television	NOUN
ajam-216	224	14	are	be	AUX
ajam-216	224	15	effective	effective	ADJ
ajam-216	224	16	tools	tool	NOUN
ajam-216	224	17	in	in	ADP
ajam-216	224	18	influencing	influence	VERB
ajam-216	224	19	household	household	NOUN
ajam-216	224	20	livelihood	livelihood	NOUN
ajam-216	224	21	diversification	diversification	NOUN
ajam-216	224	22	and	and	CCONJ
ajam-216	224	23	welfare	welfare	NOUN
ajam-216	224	24	,	,	PUNCT
ajam-216	224	25	conditional	conditional	ADJ
ajam-216	224	26	on	on	ADP
ajam-216	224	27	other	other	ADJ
ajam-216	224	28	relevant	relevant	ADJ
ajam-216	224	29	variables	variable	NOUN
ajam-216	224	30	.	.	PUNCT
ajam-216	225	1	all	all	ADV
ajam-216	225	2	in	in	ADP
ajam-216	225	3	all	all	PRON
ajam-216	225	4	,	,	PUNCT
ajam-216	225	5	the	the	DET
ajam-216	225	6	paper	paper	NOUN
ajam-216	225	7	supports	support	VERB
ajam-216	225	8	the	the	DET
ajam-216	225	9	emerging	emerge	VERB
ajam-216	225	10	consensus	consensus	NOUN
ajam-216	225	11	that	that	SCONJ
ajam-216	225	12	the	the	DET
ajam-216	225	13	livelihood	livelihood	NOUN
ajam-216	225	14	diversifications	diversification	NOUN
ajam-216	225	15	are	be	AUX
ajam-216	225	16	important	important	ADJ
ajam-216	225	17	means	mean	NOUN
ajam-216	225	18	of	of	ADP
ajam-216	225	19	enhancing	enhance	VERB
ajam-216	225	20	welfare	welfare	NOUN
ajam-216	225	21	and	and	CCONJ
ajam-216	225	22	deserves	deserve	VERB
ajam-216	225	23	attention	attention	NOUN
ajam-216	225	24	.	.	PUNCT
ajam-216	226	1	references	reference	NOUN
ajam-216	226	2	al	al	PROPN
ajam-216	226	3	-	-	PROPN
ajam-216	226	4	hassan	hassan	PROPN
ajam-216	226	5	r	r	PROPN
ajam-216	226	6	,	,	PUNCT
ajam-216	226	7	poulton	poulton	PROPN
ajam-216	226	8	c	c	PROPN
ajam-216	226	9	(	(	PUNCT
ajam-216	226	10	2009	2009	NUM
ajam-216	226	11	)	)	PUNCT
ajam-216	226	12	.	.	PUNCT
ajam-216	227	1	“	"	PUNCT
ajam-216	227	2	agriculture	agriculture	NOUN
ajam-216	227	3	and	and	CCONJ
ajam-216	227	4	social	social	ADJ
ajam-216	227	5	protection	protection	NOUN
ajam-216	227	6	in	in	ADP
ajam-216	227	7	ghana	ghana	PROPN
ajam-216	227	8	”	"	PUNCT
ajam-216	227	9	,	,	PUNCT
ajam-216	227	10	fac	fac	PROPN
ajam-216	227	11	working	working	NOUN
ajam-216	227	12	paper	paper	NOUN
ajam-216	227	13	,	,	PUNCT
ajam-216	227	14	no	no	INTJ
ajam-216	227	15	.	.	PUNCT
ajam-216	228	1	sp04	sp04	PROPN
ajam-216	228	2	,	,	PUNCT
ajam-216	228	3	january	january	PROPN
ajam-216	228	4	.	.	PUNCT
ajam-216	229	1	aryeetey	aryeetey	PROPN
ajam-216	229	2	e	e	PROPN
ajam-216	229	3	,	,	PUNCT
ajam-216	229	4	jane	jane	NOUN
ajam-216	229	5	h	h	PROPN
ajam-216	229	6	,	,	PUNCT
ajam-216	229	7	machiko	machiko	NOUN
ajam-216	229	8	n	n	NOUN
ajam-216	229	9	(	(	PUNCT
ajam-216	229	10	2000	2000	NUM
ajam-216	229	11	)	)	PUNCT
ajam-216	229	12	.	.	PUNCT
ajam-216	230	1	(	(	PUNCT
ajam-216	230	2	eds	ed	NOUN
ajam-216	230	3	.	.	PUNCT
ajam-216	230	4	)	)	PUNCT
ajam-216	231	1	economic	economic	ADJ
ajam-216	231	2	reforms	reform	NOUN
ajam-216	231	3	in	in	ADP
ajam-216	231	4	ghana	ghana	PROPN
ajam-216	231	5	:	:	PUNCT
ajam-216	231	6	the	the	DET
ajam-216	231	7	miracle	miracle	NOUN
ajam-216	231	8	and	and	CCONJ
ajam-216	231	9	the	the	DET
ajam-216	231	10	mirage	mirage	NOUN
ajam-216	231	11	,	,	PUNCT
ajam-216	231	12	oxford	oxford	PROPN
ajam-216	231	13	:	:	PUNCT
ajam-216	231	14	james	james	PROPN
ajam-216	231	15	currey	currey	PROPN
ajam-216	231	16	and	and	CCONJ
ajam-216	231	17	woeli	woeli	ADJ
ajam-216	231	18	publishers	publisher	NOUN
ajam-216	231	19	.	.	PUNCT
ajam-216	232	1	barrett	barrett	PROPN
ajam-216	232	2	cb	cb	PROPN
ajam-216	232	3	,	,	PUNCT
ajam-216	232	4	place	place	NOUN
ajam-216	232	5	f	f	NOUN
ajam-216	232	6	,	,	PUNCT
ajam-216	232	7	aboud	aboud	ADJ
ajam-216	232	8	aa	aa	NOUN
ajam-216	232	9	(	(	PUNCT
ajam-216	232	10	2002	2002	NUM
ajam-216	232	11	)	)	PUNCT
ajam-216	232	12	,	,	PUNCT
ajam-216	232	13	natural	natural	ADJ
ajam-216	232	14	resources	resource	NOUN
ajam-216	232	15	management	management	NOUN
ajam-216	232	16	in	in	ADP
ajam-216	232	17	african	african	ADJ
ajam-216	232	18	agriculture	agriculture	NOUN
ajam-216	232	19	:	:	PUNCT
ajam-216	232	20	understanding	understanding	NOUN
ajam-216	232	21	and	and	CCONJ
ajam-216	232	22	improving	improve	VERB
ajam-216	232	23	current	current	ADJ
ajam-216	232	24	practices	practice	NOUN
ajam-216	232	25	.	.	PUNCT
ajam-216	233	1	oxon	oxon	PROPN
ajam-216	233	2	and	and	CCONJ
ajam-216	233	3	new	new	PROPN
ajam-216	233	4	york	york	PROPN
ajam-216	233	5	:	:	PUNCT
ajam-216	233	6	cabi	cabi	PROPN
ajam-216	233	7	publishing	publishing	PROPN
ajam-216	233	8	.	.	PUNCT
ajam-216	234	1	chambo	chambo	PROPN
ajam-216	234	2	sa	sa	PROPN
ajam-216	234	3	(	(	PUNCT
ajam-216	234	4	2009	2009	NUM
ajam-216	234	5	)	)	PUNCT
ajam-216	234	6	.	.	PUNCT
ajam-216	235	1	“	"	PUNCT
ajam-216	235	2	agricultural	agricultural	ADJ
ajam-216	235	3	cooperratives	cooperrative	NOUN
ajam-216	235	4	:	:	PUNCT
ajam-216	235	5	role	role	NOUN
ajam-216	235	6	in	in	ADP
ajam-216	235	7	food	food	NOUN
ajam-216	235	8	security	security	NOUN
ajam-216	235	9	and	and	CCONJ
ajam-216	235	10	rural	rural	ADJ
ajam-216	235	11	development	development	NOUN
ajam-216	235	12	”	"	PUNCT
ajam-216	235	13	,	,	PUNCT
ajam-216	235	14	a	a	DET
ajam-216	235	15	paper	paper	NOUN
ajam-216	235	16	presented	present	VERB
ajam-216	235	17	to	to	ADP
ajam-216	235	18	expert	expert	NOUN
ajam-216	235	19	group	group	NOUN
ajam-216	235	20	meeting	meeting	NOUN
ajam-216	235	21	on	on	ADP
ajam-216	235	22	co	co	NOUN
ajam-216	235	23	-	-	NOUN
ajam-216	235	24	operatives	operative	NOUN
ajam-216	235	25	held	hold	VERB
ajam-216	235	26	on	on	ADP
ajam-216	235	27	28	28	NUM
ajam-216	235	28	–	–	PUNCT
ajam-216	235	29	30	30	NUM
ajam-216	235	30	april	april	PROPN
ajam-216	235	31	,	,	PUNCT
ajam-216	235	32	2009	2009	NUM
ajam-216	235	33	,	,	PUNCT
ajam-216	235	34	new	new	PROPN
ajam-216	235	35	york	york	PROPN
ajam-216	235	36	.	.	PROPN
ajam-216	235	37	sourced	source	VERB
ajam-216	235	38	from	from	ADP
ajam-216	235	39	:	:	PUNCT
ajam-216	235	40	http://www.un.org/esa/socdev/egms/docs/2009/cooperatives/chambo	http://www.un.org/esa/socdev/egms/docs/2009/cooperatives/chambo	NOUN
ajam-216	235	41	.pdf	.pdf	NOUN
ajam-216	235	42	.	.	PUNCT
ajam-216	236	1	dorward	dorward	VERB
ajam-216	236	2	a	a	DET
ajam-216	236	3	,	,	PUNCT
ajam-216	236	4	poole	poole	PROPN
ajam-216	236	5	n	n	CCONJ
ajam-216	236	6	,	,	PUNCT
ajam-216	236	7	morrisson	morrisson	PROPN
ajam-216	236	8	j	j	PROPN
ajam-216	236	9	,	,	PUNCT
ajam-216	236	10	kydd	kydd	PROPN
ajam-216	236	11	j	j	PROPN
ajam-216	236	12	,	,	PUNCT
ajam-216	236	13	urey	urey	VERB
ajam-216	236	14	i	i	PRON
ajam-216	236	15	(	(	PUNCT
ajam-216	236	16	2003	2003	NUM
ajam-216	236	17	)	)	PUNCT
ajam-216	236	18	.	.	PUNCT
ajam-216	237	1	“	"	PUNCT
ajam-216	237	2	markets	market	NOUN
ajam-216	237	3	,	,	PUNCT
ajam-216	237	4	institutions	institution	NOUN
ajam-216	237	5	,	,	PUNCT
ajam-216	237	6	and	and	CCONJ
ajam-216	237	7	technology	technology	NOUN
ajam-216	237	8	:	:	PUNCT
ajam-216	237	9	missing	miss	VERB
ajam-216	237	10	links	link	NOUN
ajam-216	237	11	in	in	ADP
ajam-216	237	12	livelihood	livelihood	NOUN
ajam-216	237	13	analysis	analysis	NOUN
ajam-216	237	14	”	"	PUNCT
ajam-216	237	15	,	,	PUNCT
ajam-216	237	16	dev	dev	PROPN
ajam-216	237	17	.	.	PUNCT
ajam-216	237	18	policy	policy	PROPN
ajam-216	237	19	rev	rev	PROPN
ajam-216	237	20	.	.	PROPN
ajam-216	237	21	,	,	PUNCT
ajam-216	237	22	21(3	21(3	NUM
ajam-216	237	23	):	):	PUNCT
ajam-216	237	24	319	319	NUM
ajam-216	237	25	-	-	SYM
ajam-216	237	26	332	332	NUM
ajam-216	237	27	.	.	PUNCT
ajam-216	238	1	ellis	ellis	PROPN
ajam-216	238	2	f	f	PROPN
ajam-216	238	3	,	,	PUNCT
ajam-216	238	4	freeman	freeman	PROPN
ajam-216	238	5	ha	ha	INTJ
ajam-216	238	6	(	(	PUNCT
ajam-216	238	7	2004	2004	NUM
ajam-216	238	8	)	)	PUNCT
ajam-216	238	9	.	.	PUNCT
ajam-216	239	1	“	"	PUNCT
ajam-216	239	2	rural	rural	ADJ
ajam-216	239	3	livelihoods	livelihood	NOUN
ajam-216	239	4	and	and	CCONJ
ajam-216	239	5	poverty	poverty	NOUN
ajam-216	239	6	reduction	reduction	NOUN
ajam-216	239	7	strategies	strategy	NOUN
ajam-216	239	8	in	in	ADP
ajam-216	239	9	four	four	NUM
ajam-216	239	10	african	african	ADJ
ajam-216	239	11	countries	country	NOUN
ajam-216	239	12	”	"	PUNCT
ajam-216	239	13	,	,	PUNCT
ajam-216	239	14	j.	j.	PROPN
ajam-216	239	15	dev	dev	PROPN
ajam-216	239	16	.	.	PUNCT
ajam-216	239	17	stud	stud	PROPN
ajam-216	239	18	.	.	PUNCT
ajam-216	239	19	,	,	PUNCT
ajam-216	239	20	40(4	40(4	NUM
ajam-216	239	21	):	):	PUNCT
ajam-216	239	22	1	1	NUM
ajam-216	239	23	-	-	SYM
ajam-216	239	24	30	30	NUM
ajam-216	239	25	.	.	PUNCT
ajam-216	240	1	haggblade	haggblade	PROPN
ajam-216	240	2	s	s	PROPN
ajam-216	240	3	,	,	PUNCT
ajam-216	240	4	hazell	hazell	ADV
ajam-216	240	5	p	p	X
ajam-216	240	6	,	,	PUNCT
ajam-216	240	7	reardon	reardon	PROPN
ajam-216	240	8	t	t	PROPN
ajam-216	240	9	(	(	PUNCT
ajam-216	240	10	2007	2007	NUM
ajam-216	240	11	)	)	PUNCT
ajam-216	240	12	.	.	PUNCT
ajam-216	241	1	“	"	PUNCT
ajam-216	241	2	introduction	introduction	NOUN
ajam-216	241	3	”	"	PUNCT
ajam-216	241	4	,	,	PUNCT
ajam-216	241	5	in	in	ADP
ajam-216	241	6	haggblade	haggblade	NOUN
ajam-216	241	7	,	,	PUNCT
ajam-216	241	8	s	s	PROPN
ajam-216	241	9	,	,	PUNCT
ajam-216	241	10	p.	p.	PROPN
ajam-216	241	11	hazell	hazell	PROPN
ajam-216	241	12	,	,	PUNCT
ajam-216	241	13	and	and	CCONJ
ajam-216	241	14	t.	t.	PROPN
ajam-216	241	15	reardon	reardon	PROPN
ajam-216	241	16	,	,	PUNCT
ajam-216	241	17	(	(	PUNCT
ajam-216	241	18	eds	ed	NOUN
ajam-216	241	19	)	)	PUNCT
ajam-216	241	20	,	,	PUNCT
ajam-216	241	21	transforming	transform	VERB
ajam-216	241	22	the	the	DET
ajam-216	241	23	rural	rural	ADJ
ajam-216	241	24	nonfarm	nonfarm	NOUN
ajam-216	241	25	economy	economy	NOUN
ajam-216	241	26	,	,	PUNCT
ajam-216	241	27	baltimore	baltimore	PROPN
ajam-216	241	28	,	,	PUNCT
ajam-216	241	29	johns	johns	PROPN
ajam-216	241	30	hopkins	hopkins	PROPN
ajam-216	241	31	university	university	PROPN
ajam-216	241	32	press	press	NOUN
ajam-216	241	33	.	.	PUNCT
ajam-216	242	1	heckman	heckman	PROPN
ajam-216	242	2	j	j	PROPN
ajam-216	242	3	(	(	PUNCT
ajam-216	242	4	1979	1979	NUM
ajam-216	242	5	)	)	PUNCT
ajam-216	242	6	.	.	PUNCT
ajam-216	243	1	“	"	PUNCT
ajam-216	243	2	sample	sample	NOUN
ajam-216	243	3	selection	selection	NOUN
ajam-216	243	4	as	as	ADP
ajam-216	243	5	a	a	DET
ajam-216	243	6	specification	specification	NOUN
ajam-216	243	7	error	error	NOUN
ajam-216	243	8	,	,	PUNCT
ajam-216	243	9	econometrica	econometrica	PROPN
ajam-216	243	10	,	,	PUNCT
ajam-216	243	11	46	46	NUM
ajam-216	243	12	:	:	SYM
ajam-216	243	13	153	153	NUM
ajam-216	243	14	-	-	SYM
ajam-216	243	15	161	161	NUM
ajam-216	243	16	.	.	PUNCT
ajam-216	244	1	hodgson	hodgson	PROPN
ajam-216	244	2	gm	gm	PROPN
ajam-216	244	3	(	(	PUNCT
ajam-216	244	4	2006	2006	NUM
ajam-216	244	5	)	)	PUNCT
ajam-216	244	6	.	.	PUNCT
ajam-216	245	1	“	"	PUNCT
ajam-216	245	2	what	what	PRON
ajam-216	245	3	are	be	AUX
ajam-216	245	4	institutions	institution	NOUN
ajam-216	245	5	”	"	PUNCT
ajam-216	245	6	,	,	PUNCT
ajam-216	245	7	j.econ	j.econ	PROPN
ajam-216	245	8	.	.	PUNCT
ajam-216	246	1	issues	issue	NOUN
ajam-216	246	2	,	,	PUNCT
ajam-216	246	3	40	40	NUM
ajam-216	246	4	:	:	SYM
ajam-216	246	5	1	1	NUM
ajam-216	246	6	.	.	X
ajam-216	247	1	iiyama	iiyama	PROPN
ajam-216	247	2	m	m	PROPN
ajam-216	247	3	(	(	PUNCT
ajam-216	247	4	2006	2006	NUM
ajam-216	247	5	)	)	PUNCT
ajam-216	247	6	.	.	PUNCT
ajam-216	248	1	“	"	PUNCT
ajam-216	248	2	land	land	NOUN
ajam-216	248	3	use	use	NOUN
ajam-216	248	4	change	change	NOUN
ajam-216	248	5	impacts	impact	NOUN
ajam-216	248	6	and	and	CCONJ
ajam-216	248	7	dynamics	dynamic	NOUN
ajam-216	248	8	”	"	PUNCT
ajam-216	248	9	,	,	PUNCT
ajam-216	248	10	lucid	lucid	ADJ
ajam-216	248	11	project	project	NOUN
ajam-216	248	12	working	working	NOUN
ajam-216	248	13	paper	paper	NOUN
ajam-216	248	14	no	no	INTJ
ajam-216	248	15	.	.	PROPN
ajam-216	248	16	51	51	NUM
ajam-216	248	17	,	,	PUNCT
ajam-216	248	18	international	international	ADJ
ajam-216	248	19	livestock	livestock	NOUN
ajam-216	248	20	research	research	PROPN
ajam-216	248	21	institute	institute	PROPN
ajam-216	248	22	.	.	PUNCT
ajam-216	249	1	institute	institute	PROPN
ajam-216	249	2	of	of	ADP
ajam-216	249	3	statistical	statistical	ADJ
ajam-216	249	4	,	,	PUNCT
ajam-216	249	5	social	social	ADJ
ajam-216	249	6	and	and	CCONJ
ajam-216	249	7	economic	economic	ADJ
ajam-216	249	8	research	research	NOUN
ajam-216	249	9	(	(	PUNCT
ajam-216	249	10	isser	isser	PROPN
ajam-216	249	11	)	)	PUNCT
ajam-216	249	12	,	,	PUNCT
ajam-216	249	13	(	(	PUNCT
ajam-216	249	14	2009	2009	NUM
ajam-216	249	15	)	)	PUNCT
ajam-216	249	16	,	,	PUNCT
ajam-216	249	17	the	the	DET
ajam-216	249	18	state	state	NOUN
ajam-216	249	19	of	of	ADP
ajam-216	249	20	ghanaian	ghanaian	ADJ
ajam-216	249	21	economy	economy	NOUN
ajam-216	249	22	in	in	ADP
ajam-216	249	23	2008	2008	NUM
ajam-216	249	24	,	,	PUNCT
ajam-216	249	25	accra	accra	PROPN
ajam-216	249	26	,	,	PUNCT
ajam-216	249	27	isser	isser	PROPN
ajam-216	249	28	.	.	PUNCT
ajam-216	250	1	knudsen	knudsen	PROPN
ajam-216	250	2	mh	mh	PROPN
ajam-216	250	3	(	(	PUNCT
ajam-216	250	4	2007	2007	NUM
ajam-216	250	5	)	)	PUNCT
ajam-216	250	6	.	.	PUNCT
ajam-216	251	1	“	"	PUNCT
ajam-216	251	2	making	make	VERB
ajam-216	251	3	a	a	DET
ajam-216	251	4	living	living	NOUN
ajam-216	251	5	in	in	ADP
ajam-216	251	6	the	the	DET
ajam-216	251	7	cocoa	cocoa	NOUN
ajam-216	251	8	frontier	frontier	NOUN
ajam-216	251	9	,	,	PUNCT
ajam-216	251	10	western	western	ADJ
ajam-216	251	11	ghana	ghana	PROPN
ajam-216	251	12	:	:	PUNCT
ajam-216	251	13	diversifying	diversify	VERB
ajam-216	251	14	incomes	income	NOUN
ajam-216	251	15	in	in	ADP
ajam-216	251	16	a	a	DET
ajam-216	251	17	cocoa	cocoa	NOUN
ajam-216	251	18	economy	economy	NOUN
ajam-216	251	19	”	"	PUNCT
ajam-216	251	20	,	,	PUNCT
ajam-216	251	21	danish	danish	ADJ
ajam-216	251	22	j.	j.	PROPN
ajam-216	251	23	geogr	geogr	PROPN
ajam-216	251	24	.	.	PUNCT
ajam-216	251	25	,	,	PUNCT
ajam-216	251	26	107(2	107(2	NUM
ajam-216	251	27	):	):	PUNCT
ajam-216	251	28	29	29	NUM
ajam-216	251	29	-	-	SYM
ajam-216	251	30	44	44	NUM
ajam-216	251	31	.	.	PUNCT
ajam-216	252	1	lay	lay	PROPN
ajam-216	252	2	j	j	PROPN
ajam-216	252	3	,	,	PUNCT
ajam-216	252	4	schuler	schuler	PROPN
ajam-216	252	5	d	d	PROPN
ajam-216	252	6	(	(	PUNCT
ajam-216	252	7	2007	2007	NUM
ajam-216	252	8	)	)	PUNCT
ajam-216	252	9	.	.	PUNCT
ajam-216	253	1	“	"	PUNCT
ajam-216	253	2	income	income	NOUN
ajam-216	253	3	diversification	diversification	NOUN
ajam-216	253	4	and	and	CCONJ
ajam-216	253	5	poverty	poverty	NOUN
ajam-216	253	6	in	in	ADP
ajam-216	253	7	a	a	DET
ajam-216	253	8	growing	grow	VERB
ajam-216	253	9	agricultural	agricultural	ADJ
ajam-216	253	10	economy	economy	NOUN
ajam-216	253	11	:	:	PUNCT
ajam-216	253	12	the	the	DET
ajam-216	253	13	case	case	NOUN
ajam-216	253	14	of	of	ADP
ajam-216	253	15	ghana	ghana	PROPN
ajam-216	253	16	”	"	PUNCT
ajam-216	253	17	,	,	PUNCT
ajam-216	253	18	working	working	NOUN
ajam-216	253	19	paper	paper	NOUN
ajam-216	253	20	,	,	PUNCT
ajam-216	253	21	kiel	kiel	PROPN
ajam-216	253	22	institute	institute	PROPN
ajam-216	253	23	for	for	ADP
ajam-216	253	24	the	the	DET
ajam-216	253	25	world	world	NOUN
ajam-216	253	26	economy	economy	NOUN
ajam-216	253	27	.	.	PUNCT
ajam-216	254	1	lokshin	lokshin	PROPN
ajam-216	254	2	m	m	PROPN
ajam-216	254	3	,	,	PUNCT
ajam-216	254	4	sajaia	sajaia	PROPN
ajam-216	254	5	z	z	PROPN
ajam-216	254	6	(	(	PUNCT
ajam-216	254	7	2004	2004	NUM
ajam-216	254	8	)	)	PUNCT
ajam-216	254	9	.	.	PUNCT
ajam-216	255	1	“	"	PUNCT
ajam-216	255	2	maximum	maximum	ADJ
ajam-216	255	3	-	-	PUNCT
ajam-216	255	4	likelihood	likelihood	NOUN
ajam-216	255	5	estimation	estimation	NOUN
ajam-216	255	6	of	of	ADP
ajam-216	255	7	endogenous	endogenous	ADJ
ajam-216	255	8	switching	switching	NOUN
ajam-216	255	9	regression	regression	NOUN
ajam-216	255	10	models	model	NOUN
ajam-216	255	11	”	"	PUNCT
ajam-216	255	12	,	,	PUNCT
ajam-216	255	13	stata	stata	PROPN
ajam-216	255	14	j.	j.	PROPN
ajam-216	255	15	,	,	PUNCT
ajam-216	255	16	4(3	4(3	NUM
ajam-216	255	17	):	):	PUNCT
ajam-216	255	18	282	282	NUM
ajam-216	255	19	-	-	SYM
ajam-216	255	20	289	289	NUM
ajam-216	255	21	oduro	oduro	NOUN
ajam-216	255	22	ad	ad	NOUN
ajam-216	255	23	,	,	PUNCT
ajam-216	255	24	osei	osei	PROPN
ajam-216	255	25	-	-	PUNCT
ajam-216	255	26	akoto	akoto	PROPN
ajam-216	255	27	i	i	PRON
ajam-216	255	28	(	(	PUNCT
ajam-216	255	29	2007	2007	NUM
ajam-216	255	30	)	)	PUNCT
ajam-216	255	31	.	.	PUNCT
ajam-216	256	1	“	"	PUNCT
ajam-216	256	2	market	market	NOUN
ajam-216	256	3	participation	participation	NOUN
ajam-216	256	4	and	and	CCONJ
ajam-216	256	5	rural	rural	ADJ
ajam-216	256	6	poverty	poverty	NOUN
ajam-216	256	7	in	in	ADP
ajam-216	256	8	ghana	ghana	PROPN
ajam-216	256	9	in	in	ADP
ajam-216	256	10	the	the	DET
ajam-216	256	11	era	era	NOUN
ajam-216	256	12	of	of	ADP
ajam-216	256	13	globalization	globalization	NOUN
ajam-216	256	14	”	"	PUNCT
ajam-216	256	15	,	,	PUNCT
ajam-216	256	16	unu	unu	NOUN
ajam-216	256	17	-	-	PUNCT
ajam-216	256	18	wider	wide	ADJ
ajam-216	256	19	research	research	NOUN
ajam-216	256	20	paper	paper	NOUN
ajam-216	256	21	,	,	PUNCT
ajam-216	256	22	no	no	INTJ
ajam-216	256	23	.	.	NOUN
ajam-216	256	24	2007/70	2007/70	NUM
ajam-216	256	25	,	,	PUNCT
ajam-216	256	26	world	world	PROPN
ajam-216	256	27	institute	institute	PROPN
ajam-216	256	28	for	for	ADP
ajam-216	256	29	development	development	NOUN
ajam-216	256	30	economics	economic	NOUN
ajam-216	256	31	research	research	NOUN
ajam-216	256	32	.	.	PUNCT
ajam-216	257	1	usaid	usaid	PROPN
ajam-216	257	2	(	(	PUNCT
ajam-216	257	3	2010	2010	NUM
ajam-216	257	4	)	)	PUNCT
ajam-216	257	5	,	,	PUNCT
ajam-216	257	6	feed	feed	VERB
ajam-216	257	7	the	the	DET
ajam-216	257	8	future	future	ADJ
ajam-216	257	9	initiative	initiative	NOUN
ajam-216	257	10	:	:	PUNCT
ajam-216	257	11	ghana	ghana	PROPN
ajam-216	257	12	fy	fy	PROPN
ajam-216	257	13	2010	2010	NUM
ajam-216	257	14	implementation	implementation	NOUN
ajam-216	257	15	plan	plan	NOUN
ajam-216	257	16	,	,	PUNCT
ajam-216	257	17	sourced	source	VERB
ajam-216	257	18	from	from	ADP
ajam-216	257	19	http://www.usaid.gov/gh/ftf/ghana%20ip%20508.pdf	http://www.usaid.gov/gh/ftf/ghana%20ip%20508.pdf	NOUN
ajam-216	257	20	.	.	PUNCT
ajam-216	258	1	appendix	appendix	VERB
ajam-216	258	2	definition	definition	NOUN
ajam-216	258	3	and	and	CCONJ
ajam-216	258	4	measurement	measurement	NOUN
ajam-216	258	5	of	of	ADP
ajam-216	258	6	variables	variable	NOUN
ajam-216	258	7	i	i	NOUN
ajam-216	258	8	)	)	PUNCT
ajam-216	258	9	household	household	NOUN
ajam-216	258	10	welfare	welfare	NOUN
ajam-216	258	11	:	:	PUNCT
ajam-216	258	12	this	this	PRON
ajam-216	258	13	is	be	AUX
ajam-216	258	14	defined	define	VERB
ajam-216	258	15	as	as	ADP
ajam-216	258	16	a	a	DET
ajam-216	258	17	household‟s	household‟s	NOUN
ajam-216	258	18	command	command	NOUN
ajam-216	258	19	over	over	ADP
ajam-216	258	20	market	market	NOUN
ajam-216	258	21	and	and	CCONJ
ajam-216	258	22	non	non	ADJ
ajam-216	258	23	-	-	ADJ
ajam-216	258	24	market	market	ADJ
ajam-216	258	25	goods	good	NOUN
ajam-216	258	26	and	and	CCONJ
ajam-216	258	27	services	service	NOUN
ajam-216	258	28	at	at	ADP
ajam-216	258	29	the	the	DET
ajam-216	258	30	household	household	NOUN
ajam-216	258	31	level	level	NOUN
ajam-216	258	32	.	.	PUNCT
ajam-216	259	1	the	the	DET
ajam-216	259	2	proxy	proxy	NOUN
ajam-216	259	3	used	use	VERB
ajam-216	259	4	to	to	PART
ajam-216	259	5	measure	measure	VERB
ajam-216	259	6	household	household	NOUN
ajam-216	259	7	welfare	welfare	NOUN
ajam-216	259	8	is	be	AUX
ajam-216	259	9	the	the	DET
ajam-216	259	10	log	log	NOUN
ajam-216	259	11	of	of	ADP
ajam-216	259	12	household	household	NOUN
ajam-216	259	13	consumption	consumption	NOUN
ajam-216	259	14	expenditure	expenditure	NOUN
ajam-216	259	15	adjusted	adjust	VERB
ajam-216	259	16	by	by	ADP
ajam-216	259	17	adult	adult	NOUN
ajam-216	259	18	equivalent	equivalent	ADJ
ajam-216	259	19	units	unit	NOUN
ajam-216	259	20	.	.	PUNCT
ajam-216	260	1	ii	ii	X
ajam-216	260	2	)	)	PUNCT
ajam-216	260	3	non	non	ADJ
ajam-216	260	4	–	–	PUNCT
ajam-216	260	5	farm	farm	NOUN
ajam-216	260	6	diversification	diversification	NOUN
ajam-216	260	7	:	:	PUNCT
ajam-216	260	8	it	it	PRON
ajam-216	260	9	is	be	AUX
ajam-216	260	10	defined	define	VERB
ajam-216	260	11	as	as	ADP
ajam-216	260	12	participation	participation	NOUN
ajam-216	260	13	in	in	ADP
ajam-216	260	14	the	the	DET
ajam-216	260	15	non	non	ADJ
ajam-216	260	16	-	-	ADJ
ajam-216	260	17	farm	farm	ADJ
ajam-216	260	18	sector	sector	NOUN
ajam-216	260	19	through	through	ADP
ajam-216	260	20	wage	wage	NOUN
ajam-216	260	21	or	or	CCONJ
ajam-216	260	22	self	self	NOUN
ajam-216	260	23	-	-	PUNCT
ajam-216	260	24	employment	employment	NOUN
ajam-216	260	25	.	.	PUNCT
ajam-216	261	1	we	we	PRON
ajam-216	261	2	use	use	VERB
ajam-216	261	3	a	a	DET
ajam-216	261	4	dummy	dummy	ADJ
ajam-216	261	5	variable	variable	NOUN
ajam-216	261	6	which	which	PRON
ajam-216	261	7	is	be	AUX
ajam-216	261	8	1	1	NUM
ajam-216	261	9	if	if	SCONJ
ajam-216	261	10	households	household	NOUN
ajam-216	261	11	engage	engage	VERB
ajam-216	261	12	in	in	ADP
ajam-216	261	13	non	non	ADJ
ajam-216	261	14	-	-	ADJ
ajam-216	261	15	farm	farm	ADJ
ajam-216	261	16	activities	activity	NOUN
ajam-216	261	17	and	and	CCONJ
ajam-216	261	18	0	0	NUM
ajam-216	261	19	if	if	SCONJ
ajam-216	261	20	otherwise	otherwise	ADV
ajam-216	261	21	.	.	PUNCT
ajam-216	262	1	iii	iii	X
ajam-216	262	2	)	)	PUNCT
ajam-216	262	3	gender	gender	NOUN
ajam-216	262	4	of	of	ADP
ajam-216	262	5	the	the	DET
ajam-216	262	6	household	household	NOUN
ajam-216	262	7	head	head	NOUN
ajam-216	262	8	:	:	PUNCT
ajam-216	262	9	a	a	DET
ajam-216	262	10	dummy	dummy	ADJ
ajam-216	262	11	variable	variable	NOUN
ajam-216	262	12	with	with	ADP
ajam-216	262	13	male	male	ADJ
ajam-216	262	14	=	=	SYM
ajam-216	262	15	1	1	NUM
ajam-216	262	16	and	and	CCONJ
ajam-216	262	17	female	female	ADJ
ajam-216	262	18	=	=	NOUN
ajam-216	262	19	0	0	NUM
ajam-216	262	20	.	.	NOUN
ajam-216	262	21	iv	iv	X
ajam-216	262	22	)	)	PUNCT
ajam-216	262	23	remittances	remittance	NOUN
ajam-216	262	24	:	:	PUNCT
ajam-216	262	25	a	a	DET
ajam-216	262	26	dummy	dummy	NOUN
ajam-216	262	27	for	for	ADP
ajam-216	262	28	access	access	NOUN
ajam-216	262	29	to	to	ADP
ajam-216	262	30	remittances	remittance	NOUN
ajam-216	262	31	.	.	PUNCT
ajam-216	263	1	v	v	X
ajam-216	263	2	)	)	PUNCT
ajam-216	263	3	total	total	ADJ
ajam-216	263	4	acres	acre	NOUN
ajam-216	263	5	of	of	ADP
ajam-216	263	6	land	land	NOUN
ajam-216	263	7	owned	own	VERB
ajam-216	263	8	:	:	PUNCT
ajam-216	263	9	value	value	NOUN
ajam-216	263	10	of	of	ADP
ajam-216	263	11	land	land	NOUN
ajam-216	263	12	owned	own	VERB
ajam-216	263	13	.	.	PUNCT
ajam-216	264	1	vi	vi	X
ajam-216	264	2	)	)	PUNCT
ajam-216	264	3	size	size	NOUN
ajam-216	264	4	of	of	ADP
ajam-216	264	5	household	household	NOUN
ajam-216	264	6	:	:	PUNCT
ajam-216	264	7	number	number	NOUN
ajam-216	264	8	of	of	ADP
ajam-216	264	9	members	member	NOUN
ajam-216	264	10	in	in	ADP
ajam-216	264	11	the	the	DET
ajam-216	264	12	household	household	NOUN
ajam-216	264	13	vii	vii	PROPN
ajam-216	264	14	)	)	PUNCT
ajam-216	264	15	age	age	NOUN
ajam-216	264	16	of	of	ADP
ajam-216	264	17	the	the	DET
ajam-216	264	18	household	household	NOUN
ajam-216	264	19	head	head	NOUN
ajam-216	264	20	:	:	PUNCT
ajam-216	264	21	age	age	NOUN
ajam-216	264	22	of	of	ADP
ajam-216	264	23	the	the	DET
ajam-216	264	24	household	household	NOUN
ajam-216	264	25	head	head	NOUN
ajam-216	264	26	(	(	PUNCT
ajam-216	264	27	in	in	ADP
ajam-216	264	28	years	year	NOUN
ajam-216	264	29	)	)	PUNCT
ajam-216	264	30	viii	viii	NOUN
ajam-216	264	31	)	)	PUNCT
ajam-216	264	32	education	education	NOUN
ajam-216	264	33	of	of	ADP
ajam-216	264	34	the	the	DET
ajam-216	264	35	household	household	NOUN
ajam-216	264	36	:	:	PUNCT
ajam-216	264	37	highest	high	ADJ
ajam-216	264	38	level	level	NOUN
ajam-216	264	39	of	of	ADP
ajam-216	264	40	education	education	NOUN
ajam-216	264	41	completed	complete	VERB
ajam-216	264	42	by	by	ADP
ajam-216	264	43	household	household	NOUN
ajam-216	264	44	head	head	NOUN
ajam-216	264	45	where	where	SCONJ
ajam-216	264	46	0	0	NUM
ajam-216	264	47	is	be	AUX
ajam-216	264	48	defined	define	VERB
ajam-216	264	49	for	for	ADP
ajam-216	264	50	those	those	PRON
ajam-216	264	51	with	with	ADP
ajam-216	264	52	no	no	DET
ajam-216	264	53	education	education	NOUN
ajam-216	264	54	,	,	PUNCT
ajam-216	264	55	1	1	NUM
ajam-216	264	56	=	=	SYM
ajam-216	264	57	primary	primary	NOUN
ajam-216	264	58	;	;	PUNCT
ajam-216	264	59	2	2	NUM
ajam-216	264	60	=	=	PUNCT
ajam-216	264	61	secondary	secondary	ADJ
ajam-216	264	62	,	,	PUNCT
ajam-216	264	63	and	and	CCONJ
ajam-216	264	64	3	3	NUM
ajam-216	265	1	=	=	SYM
ajam-216	265	2	higher	high	ADJ
ajam-216	265	3	.	.	PUNCT
ajam-216	266	1	ix	ix	X
ajam-216	266	2	)	)	PUNCT
ajam-216	266	3	disease	disease	NOUN
ajam-216	266	4	burden	burden	NOUN
ajam-216	266	5	:	:	PUNCT
ajam-216	266	6	it	it	PRON
ajam-216	266	7	is	be	AUX
ajam-216	266	8	defined	define	VERB
ajam-216	266	9	as	as	ADP
ajam-216	266	10	the	the	DET
ajam-216	266	11	number	number	NOUN
ajam-216	266	12	of	of	ADP
ajam-216	266	13	days	day	NOUN
ajam-216	266	14	(	(	PUNCT
ajam-216	266	15	over	over	ADP
ajam-216	266	16	a	a	DET
ajam-216	266	17	two	two	NUM
ajam-216	266	18	week	week	NOUN
ajam-216	266	19	period	period	NOUN
ajam-216	266	20	)	)	PUNCT
ajam-216	266	21	individual	individual	NOUN
ajam-216	266	22	falls	fall	VERB
ajam-216	266	23	sick	sick	ADJ
ajam-216	266	24	plus	plus	CCONJ
ajam-216	266	25	the	the	DET
ajam-216	266	26	number	number	NOUN
ajam-216	266	27	of	of	ADP
ajam-216	266	28	days	day	NOUN
ajam-216	266	29	(	(	PUNCT
ajam-216	266	30	over	over	ADP
ajam-216	266	31	a	a	DET
ajam-216	266	32	two	two	NUM
ajam-216	266	33	week	week	NOUN
ajam-216	266	34	period	period	NOUN
ajam-216	266	35	)	)	PUNCT
ajam-216	266	36	individual	individual	NOUN
ajam-216	266	37	does	do	AUX
ajam-216	266	38	not	not	PART
ajam-216	266	39	work	work	VERB
ajam-216	266	40	.	.	PUNCT
ajam-216	267	1	this	this	PRON
ajam-216	267	2	is	be	AUX
ajam-216	267	3	then	then	ADV
ajam-216	267	4	expressed	express	VERB
ajam-216	267	5	as	as	ADP
ajam-216	267	6	an	an	DET
ajam-216	267	7	index	index	NOUN
ajam-216	267	8	between	between	ADP
ajam-216	267	9	0	0	NUM
ajam-216	267	10	and	and	CCONJ
ajam-216	267	11	1	1	NUM
ajam-216	267	12	where	where	SCONJ
ajam-216	267	13	lower	low	ADJ
ajam-216	267	14	indices	index	NOUN
ajam-216	267	15	represent	represent	VERB
ajam-216	267	16	good	good	ADJ
ajam-216	267	17	health	health	NOUN
ajam-216	267	18	or	or	CCONJ
ajam-216	267	19	low	low	ADJ
ajam-216	267	20	disease	disease	NOUN
ajam-216	267	21	burden	burden	NOUN
ajam-216	267	22	and	and	CCONJ
ajam-216	267	23	higher	high	ADJ
ajam-216	267	24	indices	index	NOUN
ajam-216	267	25	mean	mean	VERB
ajam-216	267	26	poor	poor	ADJ
ajam-216	267	27	health	health	NOUN
ajam-216	267	28	status	status	NOUN
ajam-216	267	29	or	or	CCONJ
ajam-216	267	30	high	high	ADJ
ajam-216	267	31	disease	disease	NOUN
ajam-216	267	32	burden	burden	NOUN
ajam-216	267	33	.	.	PUNCT
ajam-216	268	1	x	x	X
ajam-216	268	2	)	)	PUNCT
ajam-216	268	3	access	access	NOUN
ajam-216	268	4	to	to	ADP
ajam-216	268	5	motorable	motorable	ADJ
ajam-216	268	6	roads	road	NOUN
ajam-216	268	7	:	:	PUNCT
ajam-216	268	8	1	1	NUM
ajam-216	268	9	for	for	ADP
ajam-216	268	10	respondents	respondent	NOUN
ajam-216	268	11	who	who	PRON
ajam-216	268	12	have	have	VERB
ajam-216	268	13	access	access	NOUN
ajam-216	268	14	or	or	CCONJ
ajam-216	268	15	0	0	NUM
ajam-216	268	16	otherwise	otherwise	ADV
ajam-216	268	17	,	,	PUNCT
ajam-216	268	18	xi	xi	ADJ
ajam-216	268	19	)	)	PUNCT
ajam-216	268	20	access	access	NOUN
ajam-216	268	21	to	to	ADP
ajam-216	268	22	a	a	DET
ajam-216	268	23	bank	bank	NOUN
ajam-216	268	24	:	:	PUNCT
ajam-216	268	25	1	1	NUM
ajam-216	268	26	for	for	ADP
ajam-216	268	27	those	those	PRON
ajam-216	268	28	who	who	PRON
ajam-216	268	29	said	say	VERB
ajam-216	268	30	yes	yes	INTJ
ajam-216	268	31	and	and	CCONJ
ajam-216	268	32	0	0	NUM
ajam-216	268	33	for	for	ADP
ajam-216	268	34	those	those	PRON
ajam-216	268	35	who	who	PRON
ajam-216	268	36	said	say	VERB
ajam-216	268	37	no	no	INTJ
ajam-216	268	38	.	.	PUNCT
ajam-216	268	39	xii	xii	NOUN
ajam-216	268	40	)	)	PUNCT
ajam-216	268	41	access	access	NOUN
ajam-216	268	42	to	to	ADP
ajam-216	268	43	community	community	NOUN
ajam-216	268	44	market	market	NOUN
ajam-216	268	45	:	:	PUNCT
ajam-216	268	46	1	1	NUM
ajam-216	268	47	for	for	ADP
ajam-216	268	48	those	those	PRON
ajam-216	268	49	who	who	PRON
ajam-216	268	50	have	have	VERB
ajam-216	268	51	access	access	NOUN
ajam-216	268	52	and	and	CCONJ
ajam-216	268	53	0	0	NUM
ajam-216	268	54	for	for	ADP
ajam-216	268	55	those	those	PRON
ajam-216	268	56	who	who	PRON
ajam-216	268	57	do	do	VERB
ajam-216	268	58	not	not	PART
ajam-216	268	59	.	.	PUNCT
ajam-216	269	1	xiii	xiii	X
ajam-216	269	2	)	)	PUNCT
ajam-216	269	3	access	access	NOUN
ajam-216	269	4	to	to	ADP
ajam-216	269	5	fertilizers	fertilizer	NOUN
ajam-216	269	6	:	:	PUNCT
ajam-216	269	7	1	1	NUM
ajam-216	269	8	for	for	ADP
ajam-216	269	9	respondents	respondent	NOUN
ajam-216	269	10	who	who	PRON
ajam-216	269	11	use	use	VERB
ajam-216	269	12	fertilizers	fertilizer	NOUN
ajam-216	269	13	or	or	CCONJ
ajam-216	269	14	0	0	NUM
ajam-216	269	15	otherwise	otherwise	ADV
ajam-216	269	16	.	.	PUNCT
ajam-216	270	1	xiv	xiv	PROPN
ajam-216	270	2	)	)	PUNCT
ajam-216	270	3	agricultural	agricultural	ADJ
ajam-216	270	4	sharecropping	sharecropping	NOUN
ajam-216	270	5	:	:	PUNCT
ajam-216	270	6	1	1	NUM
ajam-216	270	7	if	if	SCONJ
ajam-216	270	8	sharecropping	sharecropping	NOUN
ajam-216	270	9	exists	exist	VERB
ajam-216	270	10	in	in	ADP
ajam-216	270	11	community	community	NOUN
ajam-216	270	12	or	or	CCONJ
ajam-216	270	13	0	0	NUM
ajam-216	270	14	otherwise	otherwise	ADV
ajam-216	270	15	.	.	PUNCT
ajam-216	271	1	xv	xv	NOUN
ajam-216	271	2	)	)	PUNCT
ajam-216	271	3	access	access	NOUN
ajam-216	271	4	to	to	ADP
ajam-216	271	5	extension	extension	NOUN
ajam-216	271	6	worker	worker	NOUN
ajam-216	271	7	:	:	PUNCT
ajam-216	271	8	1	1	NUM
ajam-216	271	9	if	if	SCONJ
ajam-216	271	10	respondents	respondent	NOUN
ajam-216	271	11	have	have	VERB
ajam-216	271	12	access	access	NOUN
ajam-216	271	13	or	or	CCONJ
ajam-216	271	14	0	0	NUM
ajam-216	271	15	otherwise	otherwise	ADV
ajam-216	271	16	.	.	PUNCT
ajam-216	272	1	xvi	xvi	NOUN
ajam-216	272	2	)	)	PUNCT
ajam-216	272	3	agricultural	agricultural	ADJ
ajam-216	272	4	cooperatives	cooperative	NOUN
ajam-216	272	5	:	:	PUNCT
ajam-216	272	6	1	1	NUM
ajam-216	272	7	if	if	SCONJ
ajam-216	272	8	farmer	farmer	NOUN
ajam-216	272	9	belongs	belong	VERB
ajam-216	272	10	to	to	ADP
ajam-216	272	11	cooperative	cooperative	ADJ
ajam-216	272	12	,	,	PUNCT
ajam-216	272	13	0	0	NUM
ajam-216	272	14	otherwise	otherwise	ADV
ajam-216	272	15	.	.	PUNCT
ajam-216	273	1	xvii	xvii	VERB
ajam-216	273	2	)	)	PUNCT
ajam-216	274	1	access	access	NOUN
ajam-216	274	2	to	to	ADP
ajam-216	274	3	public	public	ADJ
ajam-216	274	4	transport	transport	NOUN
ajam-216	274	5	:	:	PUNCT
ajam-216	274	6	1	1	NUM
ajam-216	274	7	if	if	SCONJ
ajam-216	274	8	farmer	farmer	NOUN
ajam-216	274	9	has	have	VERB
ajam-216	274	10	access	access	NOUN
ajam-216	274	11	to	to	ADP
ajam-216	274	12	public	public	ADJ
ajam-216	274	13	transport	transport	NOUN
ajam-216	274	14	or	or	CCONJ
ajam-216	274	15	0	0	NUM
ajam-216	274	16	otherwise	otherwise	ADV
ajam-216	274	17	.	.	PUNCT