id	sid	tid	token	lemma	pos
ajam-222	1	1	in	in	ADP
ajam-222	1	2	ternationa	ternationa	NOUN
ajam-222	1	3	l	l	NOUN
ajam-222	1	4	scholars	scholar	NOUN
ajam-222	1	5	journa	journa	VERB
ajam-222	1	6	ls	ls	ADJ
ajam-222	1	7	african	african	ADJ
ajam-222	1	8	journal	journal	NOUN
ajam-222	1	9	of	of	ADP
ajam-222	1	10	agricultural	agricultural	ADJ
ajam-222	1	11	marketing	marketing	NOUN
ajam-222	1	12	issn	issn	PROPN
ajam-222	1	13	2375	2375	NUM
ajam-222	1	14	-	-	SYM
ajam-222	1	15	1061	1061	NUM
ajam-222	1	16	vol	vol	NOUN
ajam-222	1	17	.	.	PROPN
ajam-222	1	18	8	8	NUM
ajam-222	1	19	(	(	PUNCT
ajam-222	1	20	10	10	NUM
ajam-222	1	21	)	)	PUNCT
ajam-222	1	22	,	,	PUNCT
ajam-222	1	23	pp	pp	PROPN
ajam-222	1	24	.	.	PUNCT
ajam-222	2	1	001	001	NUM
ajam-222	2	2	-	-	PUNCT
ajam-222	2	3	009	009	NUM
ajam-222	2	4	,	,	PUNCT
ajam-222	2	5	october	october	PROPN
ajam-222	2	6	,	,	PUNCT
ajam-222	2	7	2020	2020	NUM
ajam-222	2	8	.	.	PUNCT
ajam-222	3	1	available	available	ADJ
ajam-222	3	2	online	online	ADV
ajam-222	3	3	at	at	ADP
ajam-222	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-222	3	5	©	©	PROPN
ajam-222	3	6	international	international	ADJ
ajam-222	3	7	scholars	scholar	NOUN
ajam-222	3	8	journals	journal	NOUN
ajam-222	3	9	author(s	author(s	PROPN
ajam-222	3	10	)	)	PUNCT
ajam-222	3	11	retain	retain	VERB
ajam-222	3	12	the	the	DET
ajam-222	3	13	copyright	copyright	NOUN
ajam-222	3	14	of	of	ADP
ajam-222	3	15	this	this	DET
ajam-222	3	16	article	article	NOUN
ajam-222	3	17	.	.	PUNCT
ajam-222	4	1	full	full	ADJ
ajam-222	4	2	length	length	NOUN
ajam-222	4	3	research	research	NOUN
ajam-222	4	4	paper	paper	NOUN
ajam-222	4	5	factors	factor	NOUN
ajam-222	4	6	influencing	influence	VERB
ajam-222	4	7	output	output	NOUN
ajam-222	4	8	commercialisation	commercialisation	NOUN
ajam-222	4	9	among	among	ADP
ajam-222	4	10	small	small	ADJ
ajam-222	4	11	scale	scale	NOUN
ajam-222	4	12	farmers	farmer	NOUN
ajam-222	4	13	in	in	ADP
ajam-222	4	14	nigeria	nigeria	PROPN
ajam-222	4	15	femi	femi	PROPN
ajam-222	4	16	ogundele	ogundele	PROPN
ajam-222	4	17	nigerian	nigerian	PROPN
ajam-222	4	18	institute	institute	PROPN
ajam-222	4	19	of	of	ADP
ajam-222	4	20	social	social	ADJ
ajam-222	4	21	and	and	CCONJ
ajam-222	4	22	economic	economic	ADJ
ajam-222	4	23	research	research	NOUN
ajam-222	4	24	(	(	PUNCT
ajam-222	4	25	niser	niser	PROPN
ajam-222	4	26	)	)	PUNCT
ajam-222	4	27	.	.	PUNCT
ajam-222	4	28	accepted	accept	VERB
ajam-222	4	29	19	19	NUM
ajam-222	4	30	september	september	PROPN
ajam-222	4	31	,	,	PUNCT
ajam-222	4	32	2020	2020	NUM
ajam-222	4	33	abstract	abstract	ADV
ajam-222	4	34	this	this	DET
ajam-222	4	35	study	study	NOUN
ajam-222	4	36	presented	present	VERB
ajam-222	4	37	evidence	evidence	NOUN
ajam-222	4	38	-	-	PUNCT
ajam-222	4	39	based	base	VERB
ajam-222	4	40	analysis	analysis	NOUN
ajam-222	4	41	of	of	ADP
ajam-222	4	42	the	the	DET
ajam-222	4	43	degree	degree	NOUN
ajam-222	4	44	of	of	ADP
ajam-222	4	45	commercialisation	commercialisation	NOUN
ajam-222	4	46	among	among	ADP
ajam-222	4	47	small	small	ADJ
ajam-222	4	48	scale	scale	NOUN
ajam-222	4	49	maize	maize	NOUN
ajam-222	4	50	producing	produce	VERB
ajam-222	4	51	households	household	NOUN
ajam-222	4	52	in	in	ADP
ajam-222	4	53	nigeria	nigeria	PROPN
ajam-222	4	54	as	as	ADV
ajam-222	4	55	well	well	ADV
ajam-222	4	56	as	as	ADP
ajam-222	4	57	factors	factor	NOUN
ajam-222	4	58	that	that	PRON
ajam-222	4	59	determine	determine	VERB
ajam-222	4	60	their	their	PRON
ajam-222	4	61	levels	level	NOUN
ajam-222	4	62	of	of	ADP
ajam-222	4	63	output	output	NOUN
ajam-222	4	64	commercialisation	commercialisation	NOUN
ajam-222	4	65	using	use	VERB
ajam-222	4	66	the	the	DET
ajam-222	4	67	national	national	ADJ
ajam-222	4	68	bureau	bureau	PROPN
ajam-222	4	69	of	of	ADP
ajam-222	4	70	statistics	statistic	NOUN
ajam-222	4	71	generalise	generalise	VERB
ajam-222	4	72	household	household	NOUN
ajam-222	4	73	survey	survey	NOUN
ajam-222	4	74	wave	wave	NOUN
ajam-222	4	75	2	2	NUM
ajam-222	4	76	and	and	CCONJ
ajam-222	4	77	3	3	NUM
ajam-222	4	78	panel	panel	NOUN
ajam-222	4	79	data	datum	NOUN
ajam-222	4	80	.	.	PUNCT
ajam-222	5	1	analysis	analysis	NOUN
ajam-222	5	2	involved	involve	VERB
ajam-222	5	3	computation	computation	NOUN
ajam-222	5	4	of	of	ADP
ajam-222	5	5	the	the	DET
ajam-222	5	6	household	household	NOUN
ajam-222	5	7	crop	crop	NOUN
ajam-222	5	8	commercialisation	commercialisation	NOUN
ajam-222	5	9	index	index	NOUN
ajam-222	5	10	(	(	PUNCT
ajam-222	5	11	hcci	hcci	PROPN
ajam-222	5	12	)	)	PUNCT
ajam-222	5	13	and	and	CCONJ
ajam-222	5	14	tobit	tobit	NOUN
ajam-222	5	15	regression	regression	NOUN
ajam-222	5	16	of	of	ADP
ajam-222	5	17	the	the	DET
ajam-222	5	18	determinants	determinant	NOUN
ajam-222	5	19	of	of	ADP
ajam-222	5	20	output	output	NOUN
ajam-222	5	21	commercialisation	commercialisation	NOUN
ajam-222	5	22	.	.	PUNCT
ajam-222	6	1	the	the	DET
ajam-222	6	2	results	result	NOUN
ajam-222	6	3	are	be	AUX
ajam-222	6	4	quite	quite	ADV
ajam-222	6	5	revealing	revealing	ADJ
ajam-222	6	6	and	and	CCONJ
ajam-222	6	7	brought	bring	VERB
ajam-222	6	8	to	to	ADP
ajam-222	6	9	the	the	DET
ajam-222	6	10	fore	fore	NOUN
ajam-222	6	11	a	a	DET
ajam-222	6	12	number	number	NOUN
ajam-222	6	13	of	of	ADP
ajam-222	6	14	significant	significant	ADJ
ajam-222	6	15	findings	finding	NOUN
ajam-222	6	16	on	on	ADP
ajam-222	6	17	output	output	NOUN
ajam-222	6	18	commercialisation	commercialisation	NOUN
ajam-222	6	19	among	among	ADP
ajam-222	6	20	small	small	ADJ
ajam-222	6	21	scale	scale	NOUN
ajam-222	6	22	farmers	farmer	NOUN
ajam-222	6	23	in	in	ADP
ajam-222	6	24	nigeria	nigeria	PROPN
ajam-222	6	25	.	.	PUNCT
ajam-222	7	1	one	one	NUM
ajam-222	7	2	of	of	ADP
ajam-222	7	3	such	such	ADJ
ajam-222	7	4	critical	critical	ADJ
ajam-222	7	5	findings	finding	NOUN
ajam-222	7	6	is	be	AUX
ajam-222	7	7	the	the	DET
ajam-222	7	8	challenge	challenge	NOUN
ajam-222	7	9	faced	face	VERB
ajam-222	7	10	by	by	ADP
ajam-222	7	11	women	woman	NOUN
ajam-222	7	12	(	(	PUNCT
ajam-222	7	13	in	in	ADP
ajam-222	7	14	terms	term	NOUN
ajam-222	7	15	of	of	ADP
ajam-222	7	16	ownership	ownership	NOUN
ajam-222	7	17	and	and	CCONJ
ajam-222	7	18	control	control	NOUN
ajam-222	7	19	)	)	PUNCT
ajam-222	7	20	as	as	SCONJ
ajam-222	7	21	plot	plot	NOUN
ajam-222	7	22	management	management	NOUN
ajam-222	7	23	and	and	CCONJ
ajam-222	7	24	control	control	NOUN
ajam-222	7	25	as	as	ADV
ajam-222	7	26	well	well	ADV
ajam-222	7	27	as	as	ADP
ajam-222	7	28	decision	decision	NOUN
ajam-222	7	29	over	over	ADP
ajam-222	7	30	earnings	earning	NOUN
ajam-222	7	31	from	from	ADP
ajam-222	7	32	crop	crop	NOUN
ajam-222	7	33	sales	sale	NOUN
ajam-222	7	34	was	be	AUX
ajam-222	7	35	dominated	dominate	VERB
ajam-222	7	36	by	by	ADP
ajam-222	7	37	male	male	NOUN
ajam-222	7	38	spouse	spouse	NOUN
ajam-222	7	39	.	.	PUNCT
ajam-222	8	1	also	also	ADV
ajam-222	8	2	,	,	PUNCT
ajam-222	8	3	while	while	SCONJ
ajam-222	8	4	increased	increased	ADJ
ajam-222	8	5	output	output	NOUN
ajam-222	8	6	is	be	AUX
ajam-222	8	7	necessary	necessary	ADJ
ajam-222	8	8	for	for	ADP
ajam-222	8	9	improved	improved	ADJ
ajam-222	8	10	commercialisation	commercialisation	NOUN
ajam-222	8	11	,	,	PUNCT
ajam-222	8	12	finding	find	VERB
ajam-222	8	13	suggests	suggest	VERB
ajam-222	8	14	that	that	SCONJ
ajam-222	8	15	this	this	PRON
ajam-222	8	16	was	be	AUX
ajam-222	8	17	only	only	ADV
ajam-222	8	18	achieved	achieve	VERB
ajam-222	8	19	through	through	ADP
ajam-222	8	20	extensification	extensification	NOUN
ajam-222	8	21	while	while	SCONJ
ajam-222	8	22	storage	storage	NOUN
ajam-222	8	23	constituted	constitute	VERB
ajam-222	8	24	critical	critical	ADJ
ajam-222	8	25	challenge	challenge	NOUN
ajam-222	8	26	.	.	PUNCT
ajam-222	9	1	also	also	ADV
ajam-222	9	2	,	,	PUNCT
ajam-222	9	3	the	the	DET
ajam-222	9	4	study	study	NOUN
ajam-222	9	5	underscores	underscore	VERB
ajam-222	9	6	the	the	DET
ajam-222	9	7	significance	significance	NOUN
ajam-222	9	8	of	of	ADP
ajam-222	9	9	output	output	NOUN
ajam-222	9	10	price	price	NOUN
ajam-222	9	11	in	in	ADP
ajam-222	9	12	driving	drive	VERB
ajam-222	9	13	output	output	NOUN
ajam-222	9	14	commercialisation	commercialisation	NOUN
ajam-222	9	15	,	,	PUNCT
ajam-222	9	16	storage	storage	NOUN
ajam-222	9	17	for	for	ADP
ajam-222	9	18	the	the	DET
ajam-222	9	19	future	future	ADJ
ajam-222	9	20	sale	sale	NOUN
ajam-222	9	21	only	only	ADV
ajam-222	9	22	increased	increase	VERB
ajam-222	9	23	marginally	marginally	ADV
ajam-222	9	24	due	due	ADJ
ajam-222	9	25	to	to	ADP
ajam-222	9	26	limited	limited	ADJ
ajam-222	9	27	capacity	capacity	NOUN
ajam-222	9	28	of	of	ADP
ajam-222	9	29	the	the	DET
ajam-222	9	30	households	household	NOUN
ajam-222	9	31	to	to	PART
ajam-222	9	32	store	store	VERB
ajam-222	9	33	for	for	ADP
ajam-222	9	34	long	long	ADJ
ajam-222	9	35	period	period	NOUN
ajam-222	9	36	.	.	PUNCT
ajam-222	10	1	this	this	DET
ajam-222	10	2	study	study	NOUN
ajam-222	10	3	,	,	PUNCT
ajam-222	10	4	therefore	therefore	ADV
ajam-222	10	5	,	,	PUNCT
ajam-222	10	6	recommends	recommend	VERB
ajam-222	10	7	gender	gender	NOUN
ajam-222	10	8	inclusive	inclusive	ADJ
ajam-222	10	9	agricultural	agricultural	ADJ
ajam-222	10	10	commercialisation	commercialisation	NOUN
ajam-222	10	11	policy	policy	NOUN
ajam-222	10	12	and	and	CCONJ
ajam-222	10	13	the	the	DET
ajam-222	10	14	development	development	NOUN
ajam-222	10	15	of	of	ADP
ajam-222	10	16	market	market	NOUN
ajam-222	10	17	infrastructure	infrastructure	NOUN
ajam-222	10	18	(	(	PUNCT
ajam-222	10	19	storage	storage	NOUN
ajam-222	10	20	and	and	CCONJ
ajam-222	10	21	transportation	transportation	NOUN
ajam-222	10	22	)	)	PUNCT
ajam-222	10	23	.	.	PUNCT
ajam-222	11	1	keywords	keyword	NOUN
ajam-222	11	2	:	:	PUNCT
ajam-222	11	3	crop	crop	NOUN
ajam-222	11	4	,	,	PUNCT
ajam-222	11	5	output	output	NOUN
ajam-222	11	6	,	,	PUNCT
ajam-222	11	7	commercialisation	commercialisation	NOUN
ajam-222	11	8	,	,	PUNCT
ajam-222	11	9	small	small	ADJ
ajam-222	11	10	scale	scale	NOUN
ajam-222	11	11	,	,	PUNCT
ajam-222	11	12	farmers	farmer	NOUN
ajam-222	11	13	.	.	PUNCT
ajam-222	12	1	introduction	introduction	NOUN
ajam-222	12	2	the	the	DET
ajam-222	12	3	importance	importance	NOUN
ajam-222	12	4	of	of	ADP
ajam-222	12	5	smallholder	smallholder	NOUN
ajam-222	12	6	farmers	farmer	NOUN
ajam-222	12	7	in	in	ADP
ajam-222	12	8	transforming	transform	VERB
ajam-222	12	9	the	the	DET
ajam-222	12	10	agricultural	agricultural	ADJ
ajam-222	12	11	sector	sector	NOUN
ajam-222	12	12	in	in	ADP
ajam-222	12	13	nigeria	nigeria	PROPN
ajam-222	12	14	is	be	AUX
ajam-222	12	15	embedded	embed	VERB
ajam-222	12	16	not	not	PART
ajam-222	12	17	only	only	ADV
ajam-222	12	18	in	in	ADP
ajam-222	12	19	their	their	PRON
ajam-222	12	20	numerical	numerical	ADJ
ajam-222	12	21	strength	strength	NOUN
ajam-222	12	22	but	but	CCONJ
ajam-222	12	23	also	also	ADV
ajam-222	12	24	in	in	ADP
ajam-222	12	25	their	their	PRON
ajam-222	12	26	potentials	potential	NOUN
ajam-222	12	27	to	to	PART
ajam-222	12	28	serve	serve	VERB
ajam-222	12	29	as	as	ADP
ajam-222	12	30	the	the	DET
ajam-222	12	31	fulcrum	fulcrum	NOUN
ajam-222	12	32	for	for	ADP
ajam-222	12	33	ensuring	ensure	VERB
ajam-222	12	34	food	food	NOUN
ajam-222	12	35	security	security	NOUN
ajam-222	12	36	and	and	CCONJ
ajam-222	12	37	achieving	achieve	VERB
ajam-222	12	38	poverty	poverty	NOUN
ajam-222	12	39	reduction	reduction	NOUN
ajam-222	12	40	if	if	SCONJ
ajam-222	12	41	properly	properly	ADV
ajam-222	12	42	harnessed	harness	VERB
ajam-222	12	43	.	.	PUNCT
ajam-222	13	1	the	the	DET
ajam-222	13	2	national	national	ADJ
ajam-222	13	3	agricultural	agricultural	ADJ
ajam-222	13	4	sample	sample	NOUN
ajam-222	13	5	survey	survey	NOUN
ajam-222	13	6	by	by	ADP
ajam-222	13	7	national	national	ADJ
ajam-222	13	8	bureau	bureau	PROPN
ajam-222	13	9	of	of	ADP
ajam-222	13	10	statistics	statistic	NOUN
ajam-222	13	11	(	(	PUNCT
ajam-222	13	12	2012	2012	NUM
ajam-222	13	13	)	)	PUNCT
ajam-222	13	14	put	put	VERB
ajam-222	13	15	the	the	DET
ajam-222	13	16	population	population	NOUN
ajam-222	13	17	of	of	ADP
ajam-222	13	18	small	small	ADJ
ajam-222	13	19	scales	scale	NOUN
ajam-222	13	20	farmers	farmer	NOUN
ajam-222	13	21	in	in	ADP
ajam-222	13	22	nigeria	nigeria	PROPN
ajam-222	13	23	at	at	ADP
ajam-222	13	24	18.2	18.2	NUM
ajam-222	13	25	million	million	NUM
ajam-222	13	26	while	while	SCONJ
ajam-222	13	27	that	that	PRON
ajam-222	13	28	of	of	ADP
ajam-222	13	29	corporate	corporate	ADJ
ajam-222	13	30	farmers	farmer	NOUN
ajam-222	13	31	was	be	AUX
ajam-222	13	32	171	171	NUM
ajam-222	13	33	.	.	PUNCT
ajam-222	14	1	meanwhile	meanwhile	ADV
ajam-222	14	2	,	,	PUNCT
ajam-222	14	3	one	one	NUM
ajam-222	14	4	of	of	ADP
ajam-222	14	5	the	the	DET
ajam-222	14	6	major	major	ADJ
ajam-222	14	7	characteristics	characteristic	NOUN
ajam-222	14	8	feature	feature	NOUN
ajam-222	14	9	of	of	ADP
ajam-222	14	10	smallholder	smallholder	NOUN
ajam-222	14	11	farms	farm	NOUN
ajam-222	14	12	in	in	ADP
ajam-222	14	13	nigeria	nigeria	PROPN
ajam-222	14	14	is	be	AUX
ajam-222	14	15	the	the	DET
ajam-222	14	16	fact	fact	NOUN
ajam-222	14	17	that	that	SCONJ
ajam-222	14	18	they	they	PRON
ajam-222	14	19	are	be	AUX
ajam-222	14	20	widely	widely	ADV
ajam-222	14	21	dispersed	disperse	VERB
ajam-222	14	22	with	with	ADP
ajam-222	14	23	fragmented	fragmented	ADJ
ajam-222	14	24	corresponding	corresponding	ADJ
ajam-222	14	25	author	author	NOUN
ajam-222	14	26	.	.	PUNCT
ajam-222	15	1	e	e	X
ajam-222	15	2	-	-	NOUN
ajam-222	15	3	mail	mail	NOUN
ajam-222	15	4	:	:	PUNCT
ajam-222	15	5	olorunfemiogundele@gmail.com	olorunfemiogundele@gmail.com	X
ajam-222	15	6	holdings	holding	NOUN
ajam-222	15	7	thus	thus	ADV
ajam-222	15	8	,	,	PUNCT
ajam-222	15	9	making	make	VERB
ajam-222	15	10	it	it	PRON
ajam-222	15	11	difficult	difficult	ADJ
ajam-222	15	12	for	for	ADP
ajam-222	15	13	provision	provision	NOUN
ajam-222	15	14	of	of	ADP
ajam-222	15	15	market	market	NOUN
ajam-222	15	16	support	support	NOUN
ajam-222	15	17	services	service	NOUN
ajam-222	15	18	and	and	CCONJ
ajam-222	15	19	proper	proper	ADJ
ajam-222	15	20	integration	integration	NOUN
ajam-222	15	21	into	into	ADP
ajam-222	15	22	the	the	DET
ajam-222	15	23	market	market	NOUN
ajam-222	15	24	.	.	PUNCT
ajam-222	16	1	aside	aside	ADV
ajam-222	16	2	,	,	PUNCT
ajam-222	16	3	production	production	NOUN
ajam-222	16	4	is	be	AUX
ajam-222	16	5	largely	largely	ADV
ajam-222	16	6	rain	rain	NOUN
ajam-222	16	7	fed	feed	VERB
ajam-222	16	8	with	with	ADP
ajam-222	16	9	less	less	ADJ
ajam-222	16	10	than	than	ADP
ajam-222	16	11	1	1	NUM
ajam-222	16	12	%	%	NOUN
ajam-222	16	13	of	of	ADP
ajam-222	16	14	the	the	DET
ajam-222	16	15	arable	arable	ADJ
ajam-222	16	16	land	land	NOUN
ajam-222	16	17	irrigated	irrigate	VERB
ajam-222	16	18	;	;	PUNCT
ajam-222	16	19	therefore	therefore	ADV
ajam-222	16	20	production	production	NOUN
ajam-222	16	21	varies	vary	VERB
ajam-222	16	22	with	with	ADP
ajam-222	16	23	the	the	DET
ajam-222	16	24	amount	amount	NOUN
ajam-222	16	25	and	and	CCONJ
ajam-222	16	26	distribution	distribution	NOUN
ajam-222	16	27	of	of	ADP
ajam-222	16	28	rainfall	rainfall	NOUN
ajam-222	16	29	.	.	PUNCT
ajam-222	17	1	this	this	DET
ajam-222	17	2	type	type	NOUN
ajam-222	17	3	of	of	ADP
ajam-222	17	4	production	production	NOUN
ajam-222	17	5	system	system	NOUN
ajam-222	17	6	couple	couple	NOUN
ajam-222	17	7	with	with	ADP
ajam-222	17	8	lack	lack	NOUN
ajam-222	17	9	of	of	ADP
ajam-222	17	10	appropriate	appropriate	ADJ
ajam-222	17	11	storage	storage	NOUN
ajam-222	17	12	facilities	facility	NOUN
ajam-222	17	13	,	,	PUNCT
ajam-222	17	14	make	make	VERB
ajam-222	17	15	it	it	PRON
ajam-222	17	16	difficult	difficult	ADJ
ajam-222	17	17	for	for	SCONJ
ajam-222	17	18	small	small	ADJ
ajam-222	17	19	scale	scale	NOUN
ajam-222	17	20	farmers	farmer	NOUN
ajam-222	17	21	to	to	PART
ajam-222	17	22	cope	cope	VERB
ajam-222	17	23	with	with	ADP
ajam-222	17	24	seasonal	seasonal	ADJ
ajam-222	17	25	price	price	NOUN
ajam-222	17	26	volatility	volatility	NOUN
ajam-222	17	27	which	which	PRON
ajam-222	17	28	often	often	ADV
ajam-222	17	29	made	make	VERB
ajam-222	17	30	them	they	PRON
ajam-222	17	31	to	to	PART
ajam-222	17	32	sell	sell	VERB
ajam-222	17	33	their	their	PRON
ajam-222	17	34	produce	produce	NOUN
ajam-222	17	35	during	during	ADP
ajam-222	17	36	harvesting	harvesting	NOUN
ajam-222	17	37	season	season	NOUN
ajam-222	17	38	at	at	ADP
ajam-222	17	39	very	very	ADV
ajam-222	17	40	low	low	ADJ
ajam-222	17	41	price	price	NOUN
ajam-222	17	42	.	.	PUNCT
ajam-222	18	1	in	in	ADP
ajam-222	18	2	other	other	ADJ
ajam-222	18	3	words	word	NOUN
ajam-222	18	4	,	,	PUNCT
ajam-222	18	5	smallholder	smallholder	NOUN
ajam-222	18	6	farmers	farmer	NOUN
ajam-222	18	7	in	in	ADP
ajam-222	18	8	nigeria	nigeria	PROPN
ajam-222	18	9	are	be	AUX
ajam-222	18	10	price	price	NOUN
ajam-222	18	11	takers	taker	NOUN
ajam-222	18	12	and	and	CCONJ
ajam-222	18	13	thus	thus	ADV
ajam-222	18	14	,	,	PUNCT
ajam-222	18	15	the	the	DET
ajam-222	18	16	need	need	NOUN
ajam-222	18	17	for	for	ADP
ajam-222	18	18	an	an	DET
ajam-222	18	19	indepth	indepth	ADJ
ajam-222	18	20	understanding	understanding	NOUN
ajam-222	18	21	of	of	ADP
ajam-222	18	22	how	how	SCONJ
ajam-222	18	23	they	they	PRON
ajam-222	18	24	can	can	AUX
ajam-222	18	25	be	be	AUX
ajam-222	18	26	properly	properly	ADV
ajam-222	18	27	integrated	integrate	VERB
ajam-222	18	28	into	into	ADP
ajam-222	18	29	the	the	DET
ajam-222	18	30	output	output	NOUN
ajam-222	18	31	market	market	NOUN
ajam-222	18	32	.	.	PUNCT
ajam-222	19	1	meanwhile	meanwhile	ADV
ajam-222	19	2	,	,	PUNCT
ajam-222	19	3	commercialization	commercialization	NOUN
ajam-222	19	4	of	of	ADP
ajam-222	19	5	agricultural	agricultural	ADJ
ajam-222	19	6	output	output	NOUN
ajam-222	19	7	as	as	ADP
ajam-222	19	8	a	a	DET
ajam-222	19	9	characteristic	characteristic	NOUN
ajam-222	19	10	of	of	ADP
ajam-222	19	11	agricultural	agricultural	ADJ
ajam-222	19	12	change	change	NOUN
ajam-222	19	13	is	be	AUX
ajam-222	19	14	more	more	ADJ
ajam-222	19	15	than	than	SCONJ
ajam-222	19	16	whether	whether	SCONJ
ajam-222	19	17	or	or	CCONJ
ajam-222	19	18	not	not	PART
ajam-222	19	19	a	a	DET
ajam-222	19	20	cash	cash	NOUN
ajam-222	19	21	crop	crop	NOUN
ajam-222	19	22	is	be	AUX
ajam-222	19	23	produce	produce	ADJ
ajam-222	19	24	to	to	ADP
ajam-222	19	25	a	a	DET
ajam-222	19	26	certain	certain	ADJ
ajam-222	19	27	extent	extent	NOUN
ajam-222	19	28	in	in	ADP
ajam-222	19	29	a	a	DET
ajam-222	19	30	production	production	NOUN
ajam-222	19	31	system	system	NOUN
ajam-222	19	32	.	.	PUNCT
ajam-222	20	1	it	it	PRON
ajam-222	20	2	can	can	AUX
ajam-222	20	3	take	take	VERB
ajam-222	20	4	many	many	ADJ
ajam-222	20	5	different	different	ADJ
ajam-222	20	6	forms	form	NOUN
ajam-222	20	7	by	by	ADP
ajam-222	20	8	either	either	CCONJ
ajam-222	20	9	occurring	occur	VERB
ajam-222	20	10	on	on	ADP
ajam-222	20	11	the	the	DET
ajam-222	20	12	output	output	NOUN
ajam-222	20	13	side	side	NOUN
ajam-222	20	14	of	of	ADP
ajam-222	20	15	production	production	NOUN
ajam-222	20	16	with	with	ADP
ajam-222	20	17	increased	increase	VERB
ajam-222	20	18	marketed	market	VERB
ajam-222	20	19	surplus	surplus	NOUN
ajam-222	20	20	or	or	CCONJ
ajam-222	20	21	on	on	ADP
ajam-222	20	22	the	the	DET
ajam-222	20	23	input	input	NOUN
ajam-222	20	24	side	side	NOUN
ajam-222	20	25	with	with	ADP
ajam-222	20	26	increased	increase	VERB
ajam-222	20	27	use	use	NOUN
ajam-222	20	28	of	of	ADP
ajam-222	20	29	purchased	purchase	VERB
ajam-222	20	30	inputs	input	NOUN
ajam-222	20	31	.	.	PUNCT
ajam-222	21	1	abu	abu	PROPN
ajam-222	21	2	(	(	PUNCT
ajam-222	21	3	2015	2015	NUM
ajam-222	21	4	)	)	PUNCT
ajam-222	21	5	posited	posit	VERB
ajam-222	21	6	that	that	SCONJ
ajam-222	21	7	smallholder	smallholder	NOUN
ajam-222	21	8	commercialisation	commercialisation	NOUN
ajam-222	21	9	requires	require	VERB
ajam-222	21	10	both	both	PRON
ajam-222	21	11	well	well	ADV
ajam-222	21	12	-	-	PUNCT
ajam-222	21	13	functioning	function	VERB
ajam-222	21	14	output	output	NOUN
ajam-222	21	15	market	market	NOUN
ajam-222	21	16	and	and	CCONJ
ajam-222	21	17	efficient	efficient	ADJ
ajam-222	21	18	and	and	CCONJ
ajam-222	21	19	cost	cost	VERB
ajam-222	21	20	effective	effective	ADJ
ajam-222	21	21	factor	factor	NOUN
ajam-222	21	22	market	market	NOUN
ajam-222	21	23	that	that	PRON
ajam-222	21	24	reflect	reflect	VERB
ajam-222	21	25	opportunity	opportunity	NOUN
ajam-222	21	26	cost	cost	NOUN
ajam-222	21	27	of	of	ADP
ajam-222	21	28	farm	farm	NOUN
ajam-222	21	29	inputs	input	NOUN
ajam-222	21	30	.	.	PUNCT
ajam-222	22	1	commercialization	commercialization	NOUN
ajam-222	22	2	is	be	AUX
ajam-222	22	3	the	the	DET
ajam-222	22	4	outcome	outcome	NOUN
ajam-222	22	5	of	of	ADP
ajam-222	22	6	a	a	DET
ajam-222	22	7	simultaneous	simultaneous	ADJ
ajam-222	22	8	decision	decision	NOUN
ajam-222	22	9	-	-	PUNCT
ajam-222	22	10	making	make	VERB
ajam-222	22	11	behaviour	behaviour	NOUN
ajam-222	22	12	of	of	ADP
ajam-222	22	13	farm	farm	NOUN
ajam-222	22	14	households	household	NOUN
ajam-222	22	15	in	in	ADP
ajam-222	22	16	production	production	NOUN
ajam-222	22	17	and	and	CCONJ
ajam-222	22	18	marketing	marketing	NOUN
ajam-222	22	19	.	.	PUNCT
ajam-222	23	1	smallholder	smallholder	NOUN
ajam-222	23	2	commercialization	commercialization	NOUN
ajam-222	23	3	in	in	ADP
ajam-222	23	4	nigeria	nigeria	PROPN
ajam-222	23	5	encompasses	encompass	VERB
ajam-222	23	6	:	:	PUNCT
ajam-222	23	7	sale	sale	NOUN
ajam-222	23	8	of	of	ADP
ajam-222	23	9	a	a	DET
ajam-222	23	10	marketable	marketable	ADJ
ajam-222	23	11	surplus	surplus	NOUN
ajam-222	23	12	of	of	ADP
ajam-222	23	13	traditional	traditional	ADJ
ajam-222	23	14	crops	crop	NOUN
ajam-222	23	15	;	;	PUNCT
ajam-222	23	16	diversification	diversification	NOUN
ajam-222	23	17	into	into	ADP
ajam-222	23	18	the	the	DET
ajam-222	23	19	production	production	NOUN
ajam-222	23	20	of	of	ADP
ajam-222	23	21	new	new	ADJ
ajam-222	23	22	crops	crop	NOUN
ajam-222	23	23	;	;	PUNCT
ajam-222	23	24	introduction	introduction	NOUN
ajam-222	23	25	of	of	ADP
ajam-222	23	26	new	new	ADJ
ajam-222	23	27	income	income	NOUN
ajam-222	23	28	generating	generating	NOUN
ajam-222	23	29	and	and	CCONJ
ajam-222	23	30	post	post	ADJ
ajam-222	23	31	-	-	ADJ
ajam-222	23	32	harvest	harvest	ADJ
ajam-222	23	33	activities	activity	NOUN
ajam-222	23	34	such	such	ADJ
ajam-222	23	35	as	as	ADP
ajam-222	23	36	processing	processing	NOUN
ajam-222	23	37	of	of	ADP
ajam-222	23	38	farm	farm	NOUN
ajam-222	23	39	produce	produce	NOUN
ajam-222	23	40	.	.	PUNCT
ajam-222	24	1	all	all	ADV
ajam-222	24	2	though	though	SCONJ
ajam-222	24	3	a	a	DET
ajam-222	24	4	number	number	NOUN
ajam-222	24	5	of	of	ADP
ajam-222	24	6	empirical	empirical	ADJ
ajam-222	24	7	studies	study	NOUN
ajam-222	24	8	on	on	ADP
ajam-222	24	9	agricultural	agricultural	ADJ
ajam-222	24	10	output	output	NOUN
ajam-222	24	11	commercialisation	commercialisation	NOUN
ajam-222	24	12	such	such	ADJ
ajam-222	24	13	as	as	ADP
ajam-222	24	14	(	(	PUNCT
ajam-222	24	15	adenegan	adenegan	VERB
ajam-222	24	16	et	et	PROPN
ajam-222	24	17	al	al	PROPN
ajam-222	24	18	,	,	PUNCT
ajam-222	24	19	2013	2013	NUM
ajam-222	24	20	;	;	PUNCT
ajam-222	24	21	oteh	oteh	NOUN
ajam-222	24	22	and	and	CCONJ
ajam-222	24	23	nwachukwu	nwachukwu	PROPN
ajam-222	24	24	,	,	PUNCT
ajam-222	24	25	2014	2014	NUM
ajam-222	24	26	;	;	PUNCT
ajam-222	24	27	falola	falola	PROPN
ajam-222	24	28	et	et	PROPN
ajam-222	24	29	al	al	PROPN
ajam-222	24	30	.	.	PROPN
ajam-222	24	31	,	,	PUNCT
ajam-222	24	32	2014	2014	NUM
ajam-222	24	33	;	;	PUNCT
ajam-222	24	34	olanrewaju	olanrewaju	X
ajam-222	24	35	et	et	PROPN
ajam-222	24	36	al	al	PROPN
ajam-222	24	37	.	.	PROPN
ajam-222	24	38	,	,	PUNCT
ajam-222	24	39	2016	2016	NUM
ajam-222	24	40	and	and	CCONJ
ajam-222	24	41	ugwu	ugwu	ADJ
ajam-222	24	42	and	and	CCONJ
ajam-222	24	43	alimba	alimba	ADV
ajam-222	24	44	,	,	PUNCT
ajam-222	24	45	2018	2018	NUM
ajam-222	24	46	)	)	PUNCT
ajam-222	24	47	exit	exit	NOUN
ajam-222	24	48	in	in	ADP
ajam-222	24	49	nigeria	nigeria	PROPN
ajam-222	24	50	,	,	PUNCT
ajam-222	24	51	they	they	PRON
ajam-222	24	52	are	be	AUX
ajam-222	24	53	,	,	PUNCT
ajam-222	24	54	however	however	ADV
ajam-222	24	55	,	,	PUNCT
ajam-222	24	56	localised	localise	VERB
ajam-222	24	57	(	(	PUNCT
ajam-222	24	58	limited	limit	VERB
ajam-222	24	59	to	to	ADP
ajam-222	24	60	a	a	DET
ajam-222	24	61	particular	particular	ADJ
ajam-222	24	62	location	location	NOUN
ajam-222	24	63	)	)	PUNCT
ajam-222	24	64	and	and	CCONJ
ajam-222	24	65	do	do	AUX
ajam-222	24	66	not	not	PART
ajam-222	24	67	considered	consider	VERB
ajam-222	24	68	crop	crop	NOUN
ajam-222	24	69	specific	specific	ADJ
ajam-222	24	70	analysis	analysis	NOUN
ajam-222	24	71	as	as	SCONJ
ajam-222	24	72	proposed	propose	VERB
ajam-222	24	73	in	in	ADP
ajam-222	24	74	this	this	DET
ajam-222	24	75	study	study	NOUN
ajam-222	24	76	.	.	PUNCT
ajam-222	25	1	even	even	ADV
ajam-222	25	2	though	though	SCONJ
ajam-222	25	3	a	a	DET
ajam-222	25	4	few	few	ADJ
ajam-222	25	5	of	of	ADP
ajam-222	25	6	them	they	PRON
ajam-222	25	7	considered	consider	VERB
ajam-222	25	8	factors	factor	NOUN
ajam-222	25	9	that	that	PRON
ajam-222	25	10	drive	drive	VERB
ajam-222	25	11	market	market	NOUN
ajam-222	25	12	participation	participation	NOUN
ajam-222	25	13	and	and	CCONJ
ajam-222	25	14	degree	degree	NOUN
ajam-222	25	15	of	of	ADP
ajam-222	25	16	output	output	NOUN
ajam-222	25	17	commercialisation	commercialisation	NOUN
ajam-222	25	18	,	,	PUNCT
ajam-222	25	19	none	none	NOUN
ajam-222	25	20	of	of	ADP
ajam-222	25	21	them	they	PRON
ajam-222	25	22	examine	examine	VERB
ajam-222	25	23	the	the	DET
ajam-222	25	24	inter	inter	ADJ
ajam-222	25	25	-	-	ADJ
ajam-222	25	26	temporal	temporal	ADJ
ajam-222	25	27	shift	shift	NOUN
ajam-222	25	28	in	in	ADP
ajam-222	25	29	the	the	DET
ajam-222	25	30	degree	degree	NOUN
ajam-222	25	31	of	of	ADP
ajam-222	25	32	output	output	NOUN
ajam-222	25	33	commercialisation	commercialisation	NOUN
ajam-222	25	34	as	as	ADV
ajam-222	25	35	well	well	ADV
ajam-222	25	36	as	as	ADP
ajam-222	25	37	changes	change	NOUN
ajam-222	25	38	in	in	ADP
ajam-222	25	39	the	the	DET
ajam-222	25	40	drivers	driver	NOUN
ajam-222	25	41	over	over	ADP
ajam-222	25	42	time	time	NOUN
ajam-222	25	43	.	.	PUNCT
ajam-222	26	1	therefore	therefore	ADV
ajam-222	26	2	,	,	PUNCT
ajam-222	26	3	what	what	PRON
ajam-222	26	4	remains	remain	VERB
ajam-222	26	5	empirically	empirically	ADV
ajam-222	26	6	contentious	contentious	ADJ
ajam-222	26	7	is	be	AUX
ajam-222	26	8	how	how	SCONJ
ajam-222	26	9	the	the	DET
ajam-222	26	10	inter	inter	ADJ
ajam-222	26	11	-	-	ADJ
ajam-222	26	12	temporal	temporal	ADJ
ajam-222	26	13	changes	change	NOUN
ajam-222	26	14	in	in	ADP
ajam-222	26	15	factors	factor	NOUN
ajam-222	26	16	that	that	PRON
ajam-222	26	17	drive	drive	VERB
ajam-222	26	18	output	output	NOUN
ajam-222	26	19	commercialisation	commercialisation	NOUN
ajam-222	26	20	determine	determine	VERB
ajam-222	26	21	the	the	DET
ajam-222	26	22	degree	degree	NOUN
ajam-222	26	23	of	of	ADP
ajam-222	26	24	integration	integration	NOUN
ajam-222	26	25	of	of	ADP
ajam-222	26	26	farmers	farmer	NOUN
ajam-222	26	27	into	into	ADP
ajam-222	26	28	the	the	DET
ajam-222	26	29	output	output	NOUN
ajam-222	26	30	market	market	NOUN
ajam-222	26	31	in	in	ADP
ajam-222	26	32	nigeria	nigeria	PROPN
ajam-222	26	33	.	.	PUNCT
ajam-222	27	1	this	this	PRON
ajam-222	27	2	is	be	AUX
ajam-222	27	3	very	very	ADV
ajam-222	27	4	important	important	ADJ
ajam-222	27	5	as	as	ADP
ajam-222	27	6	study	study	NOUN
ajam-222	27	7	by	by	ADP
ajam-222	27	8	murithi	murithi	PROPN
ajam-222	27	9	and	and	CCONJ
ajam-222	27	10	matz	matz	PROPN
ajam-222	27	11	(	(	PUNCT
ajam-222	27	12	2014	2014	NUM
ajam-222	27	13	)	)	PUNCT
ajam-222	27	14	have	have	AUX
ajam-222	27	15	shown	show	VERB
ajam-222	27	16	that	that	SCONJ
ajam-222	27	17	improved	improve	VERB
ajam-222	27	18	output	output	NOUN
ajam-222	27	19	commercialisation	commercialisation	NOUN
ajam-222	27	20	could	could	AUX
ajam-222	27	21	impact	impact	VERB
ajam-222	27	22	positively	positively	ADV
ajam-222	27	23	on	on	ADP
ajam-222	27	24	livelihood	livelihood	NOUN
ajam-222	27	25	generation	generation	NOUN
ajam-222	27	26	.	.	PUNCT
ajam-222	28	1	against	against	ADP
ajam-222	28	2	this	this	DET
ajam-222	28	3	backdrop	backdrop	NOUN
ajam-222	28	4	,	,	PUNCT
ajam-222	28	5	the	the	DET
ajam-222	28	6	study	study	NOUN
ajam-222	28	7	examines	examine	VERB
ajam-222	28	8	factors	factor	NOUN
ajam-222	28	9	that	that	PRON
ajam-222	28	10	influence	influence	VERB
ajam-222	28	11	smallholder	smallholder	NOUN
ajam-222	28	12	output	output	NOUN
ajam-222	28	13	commercialization	commercialization	NOUN
ajam-222	28	14	among	among	ADP
ajam-222	28	15	small	small	ADJ
ajam-222	28	16	scale	scale	NOUN
ajam-222	28	17	maize	maize	NOUN
ajam-222	28	18	farmers	farmer	NOUN
ajam-222	28	19	in	in	ADP
ajam-222	28	20	nigeria	nigeria	PROPN
ajam-222	28	21	and	and	CCONJ
ajam-222	28	22	how	how	SCONJ
ajam-222	28	23	these	these	DET
ajam-222	28	24	factors	factor	NOUN
ajam-222	28	25	changes	change	VERB
ajam-222	28	26	over	over	ADP
ajam-222	28	27	time	time	NOUN
ajam-222	28	28	.	.	PUNCT
ajam-222	29	1	theoretical	theoretical	ADJ
ajam-222	29	2	review	review	NOUN
ajam-222	29	3	theoretical	theoretical	ADJ
ajam-222	29	4	literatures	literature	NOUN
ajam-222	29	5	on	on	ADP
ajam-222	29	6	agricultural	agricultural	ADJ
ajam-222	29	7	commercialization	commercialization	NOUN
ajam-222	29	8	have	have	AUX
ajam-222	29	9	proceeded	proceed	VERB
ajam-222	29	10	along	along	ADP
ajam-222	29	11	two	two	NUM
ajam-222	29	12	main	main	ADJ
ajam-222	29	13	perspectives	perspective	NOUN
ajam-222	29	14	.	.	PUNCT
ajam-222	30	1	these	these	PRON
ajam-222	30	2	are	be	AUX
ajam-222	30	3	the	the	DET
ajam-222	30	4	macro	macro	ADJ
ajam-222	30	5	and	and	CCONJ
ajam-222	30	6	micro	micro	ADJ
ajam-222	30	7	perspectives	perspective	NOUN
ajam-222	30	8	.	.	PUNCT
ajam-222	31	1	from	from	ADP
ajam-222	31	2	the	the	DET
ajam-222	31	3	macro	macro	PROPN
ajam-222	31	4	perspective	perspective	NOUN
ajam-222	31	5	,	,	PUNCT
ajam-222	31	6	the	the	DET
ajam-222	31	7	development	development	NOUN
ajam-222	31	8	economists	economist	NOUN
ajam-222	31	9	viewed	view	VERB
ajam-222	31	10	agricultural	agricultural	ADJ
ajam-222	31	11	commercialization	commercialization	NOUN
ajam-222	31	12	as	as	ADP
ajam-222	31	13	gradual	gradual	ADJ
ajam-222	31	14	replacement	replacement	NOUN
ajam-222	31	15	of	of	ADP
ajam-222	31	16	integrated	integrate	VERB
ajam-222	31	17	farming	farming	NOUN
ajam-222	31	18	systems	system	NOUN
ajam-222	31	19	by	by	ADP
ajam-222	31	20	specialized	specialized	ADJ
ajam-222	31	21	enterprises	enterprise	NOUN
ajam-222	31	22	for	for	ADP
ajam-222	31	23	crop	crop	NOUN
ajam-222	31	24	,	,	PUNCT
ajam-222	31	25	livestock	livestock	NOUN
ajam-222	31	26	,	,	PUNCT
ajam-222	31	27	and	and	CCONJ
ajam-222	31	28	poultry	poultry	NOUN
ajam-222	31	29	and	and	CCONJ
ajam-222	31	30	aquaculture	aquaculture	NOUN
ajam-222	31	31	products	product	NOUN
ajam-222	31	32	.	.	PUNCT
ajam-222	32	1	changes	change	NOUN
ajam-222	32	2	in	in	ADP
ajam-222	32	3	product	product	NOUN
ajam-222	32	4	mix	mix	NOUN
ajam-222	32	5	and	and	CCONJ
ajam-222	32	6	input	input	NOUN
ajam-222	32	7	uses	use	NOUN
ajam-222	32	8	are	be	AUX
ajam-222	32	9	determined	determine	VERB
ajam-222	32	10	largely	largely	ADV
ajam-222	32	11	by	by	ADP
ajam-222	32	12	the	the	DET
ajam-222	32	13	market	market	NOUN
ajam-222	32	14	forces	force	NOUN
ajam-222	32	15	during	during	ADP
ajam-222	32	16	this	this	DET
ajam-222	32	17	transition	transition	NOUN
ajam-222	32	18	.	.	PUNCT
ajam-222	33	1	they	they	PRON
ajam-222	33	2	also	also	ADV
ajam-222	33	3	considered	consider	VERB
ajam-222	33	4	commercialization	commercialization	NOUN
ajam-222	33	5	of	of	ADP
ajam-222	33	6	agricultural	agricultural	ADJ
ajam-222	33	7	production	production	NOUN
ajam-222	33	8	as	as	ADP
ajam-222	33	9	an	an	DET
ajam-222	33	10	endogenous	endogenous	ADJ
ajam-222	33	11	process	process	NOUN
ajam-222	33	12	which	which	PRON
ajam-222	33	13	is	be	AUX
ajam-222	33	14	usually	usually	ADV
ajam-222	33	15	accompanied	accompany	VERB
ajam-222	33	16	by	by	ADP
ajam-222	33	17	economic	economic	ADJ
ajam-222	33	18	growth	growth	NOUN
ajam-222	33	19	,	,	PUNCT
ajam-222	33	20	urbanization	urbanization	NOUN
ajam-222	33	21	and	and	CCONJ
ajam-222	33	22	withdrawal	withdrawal	NOUN
ajam-222	33	23	of	of	ADP
ajam-222	33	24	labour	labour	NOUN
ajam-222	33	25	from	from	ADP
ajam-222	33	26	the	the	DET
ajam-222	33	27	agricultural	agricultural	ADJ
ajam-222	33	28	sector	sector	NOUN
ajam-222	33	29	(	(	PUNCT
ajam-222	33	30	pingali	pingali	NOUN
ajam-222	33	31	and	and	CCONJ
ajam-222	33	32	rosegrant	rosegrant	NOUN
ajam-222	33	33	,	,	PUNCT
ajam-222	33	34	1995	1995	NUM
ajam-222	33	35	)	)	PUNCT
ajam-222	33	36	.	.	PUNCT
ajam-222	34	1	from	from	ADP
ajam-222	34	2	the	the	DET
ajam-222	34	3	micro	micro	PROPN
ajam-222	34	4	perspective	perspective	NOUN
ajam-222	34	5	(	(	PUNCT
ajam-222	34	6	farm	farm	NOUN
ajam-222	34	7	household	household	NOUN
ajam-222	34	8	level	level	NOUN
ajam-222	34	9	)	)	PUNCT
ajam-222	34	10	,	,	PUNCT
ajam-222	34	11	agricultural	agricultural	ADJ
ajam-222	34	12	commercialization	commercialization	NOUN
ajam-222	34	13	refers	refer	VERB
ajam-222	34	14	to	to	ADP
ajam-222	34	15	the	the	DET
ajam-222	34	16	process	process	NOUN
ajam-222	34	17	of	of	ADP
ajam-222	34	18	increasing	increase	VERB
ajam-222	34	19	the	the	DET
ajam-222	34	20	proportion	proportion	NOUN
ajam-222	34	21	of	of	ADP
ajam-222	34	22	agricultural	agricultural	ADJ
ajam-222	34	23	production	production	NOUN
ajam-222	34	24	that	that	PRON
ajam-222	34	25	is	be	AUX
ajam-222	34	26	sold	sell	VERB
ajam-222	34	27	by	by	ADP
ajam-222	34	28	farmers	farmer	NOUN
ajam-222	34	29	(	(	PUNCT
ajam-222	34	30	pradhan	pradhan	PROPN
ajam-222	34	31	et	et	PROPN
ajam-222	34	32	al	al	PROPN
ajam-222	34	33	.	.	PROPN
ajam-222	34	34	,	,	PUNCT
ajam-222	34	35	2010	2010	NUM
ajam-222	34	36	)	)	PUNCT
ajam-222	34	37	.	.	PUNCT
ajam-222	35	1	this	this	DET
ajam-222	35	2	view	view	NOUN
ajam-222	35	3	was	be	AUX
ajam-222	35	4	held	hold	VERB
ajam-222	35	5	by	by	ADP
ajam-222	35	6	the	the	DET
ajam-222	35	7	structuralist	structuralist	NOUN
ajam-222	35	8	and	and	CCONJ
ajam-222	35	9	the	the	DET
ajam-222	35	10	agricultural	agricultural	ADJ
ajam-222	35	11	economist	economist	NOUN
ajam-222	35	12	.	.	PUNCT
ajam-222	36	1	according	accord	VERB
ajam-222	36	2	to	to	ADP
ajam-222	36	3	the	the	DET
ajam-222	36	4	structuralist	structuralist	ADJ
ajam-222	36	5	,	,	PUNCT
ajam-222	36	6	agricultural	agricultural	ADJ
ajam-222	36	7	commercialization	commercialization	NOUN
ajam-222	36	8	,	,	PUNCT
ajam-222	36	9	means	mean	VERB
ajam-222	36	10	more	more	ADJ
ajam-222	36	11	than	than	ADP
ajam-222	36	12	the	the	DET
ajam-222	36	13	marketing	marketing	NOUN
ajam-222	36	14	of	of	ADP
ajam-222	36	15	agricultural	agricultural	ADJ
ajam-222	36	16	output	output	NOUN
ajam-222	36	17	,	,	PUNCT
ajam-222	36	18	it	it	PRON
ajam-222	36	19	means	mean	VERB
ajam-222	36	20	the	the	DET
ajam-222	36	21	product	product	NOUN
ajam-222	36	22	choice	choice	NOUN
ajam-222	36	23	and	and	CCONJ
ajam-222	36	24	input	input	NOUN
ajam-222	36	25	use	use	NOUN
ajam-222	36	26	decisions	decision	NOUN
ajam-222	36	27	are	be	AUX
ajam-222	36	28	based	base	VERB
ajam-222	36	29	on	on	ADP
ajam-222	36	30	the	the	DET
ajam-222	36	31	principles	principle	NOUN
ajam-222	36	32	of	of	ADP
ajam-222	36	33	profit	profit	NOUN
ajam-222	36	34	maximization	maximization	NOUN
ajam-222	36	35	.	.	PUNCT
ajam-222	37	1	commercial	commercial	ADJ
ajam-222	37	2	reorientation	reorientation	NOUN
ajam-222	37	3	of	of	ADP
ajam-222	37	4	agricultural	agricultural	ADJ
ajam-222	37	5	production	production	NOUN
ajam-222	37	6	can	can	AUX
ajam-222	37	7	occur	occur	VERB
ajam-222	37	8	for	for	ADP
ajam-222	37	9	the	the	DET
ajam-222	37	10	primary	primary	ADJ
ajam-222	37	11	staple	staple	NOUN
ajam-222	37	12	cereals	cereal	NOUN
ajam-222	37	13	as	as	ADV
ajam-222	37	14	well	well	ADV
ajam-222	37	15	as	as	ADP
ajam-222	37	16	for	for	ADP
ajam-222	37	17	the	the	DET
ajam-222	37	18	so	so	ADV
ajam-222	37	19	-	-	PUNCT
ajam-222	37	20	called	call	VERB
ajam-222	37	21	high	high	ADJ
ajam-222	37	22	value	value	NOUN
ajam-222	37	23	cash	cash	NOUN
ajam-222	37	24	crops	crop	NOUN
ajam-222	37	25	.	.	PUNCT
ajam-222	38	1	on	on	ADP
ajam-222	38	2	the	the	DET
ajam-222	38	3	input	input	NOUN
ajam-222	38	4	side	side	NOUN
ajam-222	38	5	,	,	PUNCT
ajam-222	38	6	commercialization	commercialization	NOUN
ajam-222	38	7	implies	imply	VERB
ajam-222	38	8	that	that	SCONJ
ajam-222	38	9	both	both	PRON
ajam-222	38	10	traded	trade	VERB
ajam-222	38	11	and	and	CCONJ
ajam-222	38	12	non	non	ADJ
ajam-222	38	13	-	-	ADJ
ajam-222	38	14	traded	traded	ADJ
ajam-222	38	15	inputs	input	NOUN
ajam-222	38	16	are	be	AUX
ajam-222	38	17	valued	value	VERB
ajam-222	38	18	in	in	ADP
ajam-222	38	19	terms	term	NOUN
ajam-222	38	20	of	of	ADP
ajam-222	38	21	their	their	PRON
ajam-222	38	22	market	market	NOUN
ajam-222	38	23	value	value	NOUN
ajam-222	38	24	(	(	PUNCT
ajam-222	38	25	abu	abu	PROPN
ajam-222	38	26	,	,	PUNCT
ajam-222	38	27	2015	2015	NUM
ajam-222	38	28	)	)	PUNCT
ajam-222	38	29	.	.	PUNCT
ajam-222	39	1	commercialization	commercialization	NOUN
ajam-222	39	2	of	of	ADP
ajam-222	39	3	agricultural	agricultural	ADJ
ajam-222	39	4	systems	system	NOUN
ajam-222	39	5	leads	lead	VERB
ajam-222	39	6	to	to	ADP
ajam-222	39	7	greater	great	ADJ
ajam-222	39	8	market	market	NOUN
ajam-222	39	9	orientation	orientation	NOUN
ajam-222	39	10	of	of	ADP
ajam-222	39	11	farm	farm	NOUN
ajam-222	39	12	production	production	NOUN
ajam-222	39	13	;	;	PUNCT
ajam-222	39	14	progressive	progressive	ADJ
ajam-222	39	15	substitution	substitution	NOUN
ajam-222	39	16	out	out	ADP
ajam-222	39	17	of	of	ADP
ajam-222	39	18	nontraded	nontraded	ADJ
ajam-222	39	19	inputs	input	NOUN
ajam-222	39	20	in	in	ADP
ajam-222	39	21	favour	favour	NOUN
ajam-222	39	22	of	of	ADP
ajam-222	39	23	purchased	purchase	VERB
ajam-222	39	24	inputs	input	NOUN
ajam-222	39	25	;	;	PUNCT
ajam-222	39	26	and	and	CCONJ
ajam-222	39	27	the	the	DET
ajam-222	39	28	gradual	gradual	ADJ
ajam-222	39	29	decline	decline	NOUN
ajam-222	39	30	of	of	ADP
ajam-222	39	31	integrated	integrate	VERB
ajam-222	39	32	farming	farming	NOUN
ajam-222	39	33	systems	system	NOUN
ajam-222	39	34	and	and	CCONJ
ajam-222	39	35	their	their	PRON
ajam-222	39	36	replacement	replacement	NOUN
ajam-222	39	37	by	by	ADP
ajam-222	39	38	specialized	specialized	ADJ
ajam-222	39	39	enterprises	enterprise	NOUN
ajam-222	39	40	for	for	ADP
ajam-222	39	41	crop	crop	NOUN
ajam-222	39	42	,	,	PUNCT
ajam-222	39	43	livestock	livestock	NOUN
ajam-222	39	44	,	,	PUNCT
ajam-222	39	45	poultry	poultry	NOUN
ajam-222	39	46	and	and	CCONJ
ajam-222	39	47	aquaculture	aquaculture	NOUN
ajam-222	39	48	products	product	NOUN
ajam-222	39	49	.	.	PUNCT
ajam-222	40	1	according	accord	VERB
ajam-222	40	2	to	to	ADP
ajam-222	40	3	manyong	manyong	PROPN
ajam-222	40	4	et	et	PROPN
ajam-222	40	5	al	al	PROPN
ajam-222	40	6	.	.	PROPN
ajam-222	40	7	,	,	PUNCT
ajam-222	40	8	(	(	PUNCT
ajam-222	40	9	2005	2005	NUM
ajam-222	40	10	)	)	PUNCT
ajam-222	40	11	,	,	PUNCT
ajam-222	40	12	commercialization	commercialization	NOUN
ajam-222	40	13	,	,	PUNCT
ajam-222	40	14	can	can	AUX
ajam-222	40	15	be	be	AUX
ajam-222	40	16	viewed	view	VERB
ajam-222	40	17	as	as	ADP
ajam-222	40	18	the	the	DET
ajam-222	40	19	movement	movement	NOUN
ajam-222	40	20	from	from	ADP
ajam-222	40	21	a	a	DET
ajam-222	40	22	subsistence	subsistence	NOUN
ajam-222	40	23	production	production	NOUN
ajam-222	40	24	to	to	ADP
ajam-222	40	25	a	a	DET
ajam-222	40	26	market	market	NOUN
ajam-222	40	27	-	-	PUNCT
ajam-222	40	28	based	base	VERB
ajam-222	40	29	system	system	NOUN
ajam-222	40	30	of	of	ADP
ajam-222	40	31	production	production	NOUN
ajam-222	40	32	.	.	PUNCT
ajam-222	41	1	it	it	PRON
ajam-222	41	2	involves	involve	VERB
ajam-222	41	3	raising	raise	VERB
ajam-222	41	4	the	the	DET
ajam-222	41	5	cash	cash	NOUN
ajam-222	41	6	earnings	earning	NOUN
ajam-222	41	7	of	of	ADP
ajam-222	41	8	small	small	ADJ
ajam-222	41	9	-	-	PUNCT
ajam-222	41	10	scale	scale	NOUN
ajam-222	41	11	,	,	PUNCT
ajam-222	41	12	agricultural	agricultural	ADJ
ajam-222	41	13	related	relate	VERB
ajam-222	41	14	enterprises	enterprise	NOUN
ajam-222	41	15	.	.	PUNCT
ajam-222	42	1	in	in	ADP
ajam-222	42	2	other	other	ADJ
ajam-222	42	3	words	word	NOUN
ajam-222	42	4	,	,	PUNCT
ajam-222	42	5	commercialization	commercialization	NOUN
ajam-222	42	6	can	can	AUX
ajam-222	42	7	be	be	AUX
ajam-222	42	8	brought	bring	VERB
ajam-222	42	9	about	about	ADP
ajam-222	42	10	by	by	ADP
ajam-222	42	11	increasing	increase	VERB
ajam-222	42	12	the	the	DET
ajam-222	42	13	unit	unit	NOUN
ajam-222	42	14	of	of	ADP
ajam-222	42	15	output	output	NOUN
ajam-222	42	16	,	,	PUNCT
ajam-222	42	17	raising	raise	VERB
ajam-222	42	18	the	the	DET
ajam-222	42	19	value	value	NOUN
ajam-222	42	20	added	add	VERB
ajam-222	42	21	or	or	CCONJ
ajam-222	42	22	both	both	PRON
ajam-222	42	23	,	,	PUNCT
ajam-222	42	24	and	and	CCONJ
ajam-222	42	25	producing	produce	VERB
ajam-222	42	26	for	for	ADP
ajam-222	42	27	domestic	domestic	ADJ
ajam-222	42	28	and	and	CCONJ
ajam-222	42	29	foreign	foreign	ADJ
ajam-222	42	30	markets	market	NOUN
ajam-222	42	31	.	.	PUNCT
ajam-222	43	1	empirical	empirical	ADJ
ajam-222	43	2	review	review	NOUN
ajam-222	43	3	determinants	determinant	NOUN
ajam-222	43	4	of	of	ADP
ajam-222	43	5	agricultural	agricultural	ADJ
ajam-222	43	6	output	output	NOUN
ajam-222	43	7	commercialisation	commercialisation	NOUN
ajam-222	43	8	empirical	empirical	ADJ
ajam-222	43	9	studies	study	NOUN
ajam-222	43	10	on	on	ADP
ajam-222	43	11	the	the	DET
ajam-222	43	12	determinants	determinant	NOUN
ajam-222	43	13	of	of	ADP
ajam-222	43	14	agricultural	agricultural	ADJ
ajam-222	43	15	commercialisation	commercialisation	NOUN
ajam-222	43	16	have	have	AUX
ajam-222	43	17	proceeded	proceed	VERB
ajam-222	43	18	along	along	ADP
ajam-222	43	19	three	three	NUM
ajam-222	43	20	major	major	ADJ
ajam-222	43	21	lines	line	NOUN
ajam-222	43	22	.	.	PUNCT
ajam-222	44	1	the	the	DET
ajam-222	44	2	first	first	ADJ
ajam-222	44	3	category	category	NOUN
ajam-222	44	4	of	of	ADP
ajam-222	44	5	these	these	DET
ajam-222	44	6	studies	study	NOUN
ajam-222	44	7	adopted	adopt	VERB
ajam-222	44	8	the	the	DET
ajam-222	44	9	hickman	hickman	PROPN
ajam-222	44	10	two	two	NUM
ajam-222	44	11	stage	stage	NOUN
ajam-222	44	12	selections	selection	NOUN
ajam-222	44	13	approach	approach	NOUN
ajam-222	44	14	and	and	CCONJ
ajam-222	44	15	estimated	estimate	VERB
ajam-222	44	16	probit	probit	NOUN
ajam-222	44	17	model	model	NOUN
ajam-222	44	18	with	with	ADP
ajam-222	44	19	emphasis	emphasis	NOUN
ajam-222	44	20	on	on	ADP
ajam-222	44	21	factors	factor	NOUN
ajam-222	44	22	that	that	PRON
ajam-222	44	23	drive	drive	VERB
ajam-222	44	24	farmers	farmer	NOUN
ajam-222	44	25	to	to	PART
ajam-222	44	26	select	select	VERB
ajam-222	44	27	into	into	ADP
ajam-222	44	28	a	a	DET
ajam-222	44	29	particular	particular	ADJ
ajam-222	44	30	market	market	NOUN
ajam-222	44	31	.	.	PUNCT
ajam-222	45	1	most	most	ADJ
ajam-222	45	2	studies	study	NOUN
ajam-222	45	3	in	in	ADP
ajam-222	45	4	this	this	DET
ajam-222	45	5	category	category	NOUN
ajam-222	45	6	do	do	AUX
ajam-222	45	7	not	not	PART
ajam-222	45	8	consider	consider	VERB
ajam-222	45	9	crop	crop	NOUN
ajam-222	45	10	specific	specific	ADJ
ajam-222	45	11	factors	factor	NOUN
ajam-222	45	12	.	.	PUNCT
ajam-222	46	1	the	the	DET
ajam-222	46	2	second	second	ADJ
ajam-222	46	3	category	category	NOUN
ajam-222	46	4	adopted	adopt	VERB
ajam-222	46	5	other	other	ADJ
ajam-222	46	6	analytical	analytical	ADJ
ajam-222	46	7	approaches	approach	NOUN
ajam-222	46	8	such	such	ADJ
ajam-222	46	9	as	as	ADP
ajam-222	46	10	ols	ol	NOUN
ajam-222	46	11	and	and	CCONJ
ajam-222	46	12	multinomial	multinomial	ADJ
ajam-222	46	13	logit	logit	NOUN
ajam-222	46	14	.	.	PUNCT
ajam-222	47	1	the	the	DET
ajam-222	47	2	main	main	ADJ
ajam-222	47	3	emphasis	emphasis	NOUN
ajam-222	47	4	here	here	ADV
ajam-222	47	5	are	be	AUX
ajam-222	47	6	factors	factor	NOUN
ajam-222	47	7	that	that	PRON
ajam-222	47	8	determine	determine	VERB
ajam-222	47	9	rate	rate	NOUN
ajam-222	47	10	of	of	ADP
ajam-222	47	11	participation	participation	NOUN
ajam-222	47	12	.	.	PUNCT
ajam-222	48	1	also	also	ADV
ajam-222	48	2	here	here	ADV
ajam-222	48	3	,	,	PUNCT
ajam-222	48	4	the	the	DET
ajam-222	48	5	quantities	quantity	NOUN
ajam-222	48	6	or	or	CCONJ
ajam-222	48	7	values	value	NOUN
ajam-222	48	8	of	of	ADP
ajam-222	48	9	output	output	NOUN
ajam-222	48	10	offer	offer	NOUN
ajam-222	48	11	for	for	ADP
ajam-222	48	12	sale	sale	NOUN
ajam-222	48	13	as	as	ADP
ajam-222	48	14	proportion	proportion	NOUN
ajam-222	48	15	of	of	ADP
ajam-222	48	16	total	total	ADJ
ajam-222	48	17	output	output	NOUN
ajam-222	48	18	are	be	AUX
ajam-222	48	19	often	often	ADV
ajam-222	48	20	used	use	VERB
ajam-222	48	21	as	as	ADP
ajam-222	48	22	index	index	NOUN
ajam-222	48	23	of	of	ADP
ajam-222	48	24	commercialisation	commercialisation	NOUN
ajam-222	48	25	.	.	PUNCT
ajam-222	49	1	the	the	DET
ajam-222	49	2	third	third	ADJ
ajam-222	49	3	category	category	NOUN
ajam-222	49	4	considered	consider	VERB
ajam-222	49	5	the	the	DET
ajam-222	49	6	case	case	NOUN
ajam-222	49	7	of	of	ADP
ajam-222	49	8	censor	censor	NOUN
ajam-222	49	9	data	datum	NOUN
ajam-222	49	10	and	and	CCONJ
ajam-222	49	11	the	the	DET
ajam-222	49	12	need	need	NOUN
ajam-222	49	13	for	for	ADP
ajam-222	49	14	crop	crop	NOUN
ajam-222	49	15	specific	specific	ADJ
ajam-222	49	16	analysis	analysis	NOUN
ajam-222	49	17	.	.	PUNCT
ajam-222	50	1	such	such	ADJ
ajam-222	50	2	studies	study	NOUN
ajam-222	50	3	have	have	AUX
ajam-222	50	4	adopted	adopt	VERB
ajam-222	50	5	the	the	DET
ajam-222	50	6	tobit	tobit	NOUN
ajam-222	50	7	model	model	NOUN
ajam-222	50	8	to	to	PART
ajam-222	50	9	analyse	analyse	VERB
ajam-222	50	10	the	the	DET
ajam-222	50	11	determinants	determinant	NOUN
ajam-222	50	12	of	of	ADP
ajam-222	50	13	commercialisation	commercialisation	NOUN
ajam-222	50	14	focusing	focus	VERB
ajam-222	50	15	on	on	ADP
ajam-222	50	16	the	the	DET
ajam-222	50	17	specificity	specificity	NOUN
ajam-222	50	18	of	of	ADP
ajam-222	50	19	the	the	DET
ajam-222	50	20	market	market	NOUN
ajam-222	50	21	for	for	ADP
ajam-222	50	22	each	each	DET
ajam-222	50	23	crops	crop	NOUN
ajam-222	50	24	and	and	CCONJ
ajam-222	50	25	this	this	DET
ajam-222	50	26	current	current	ADJ
ajam-222	50	27	study	study	NOUN
ajam-222	50	28	belongs	belong	VERB
ajam-222	50	29	to	to	ADP
ajam-222	50	30	this	this	DET
ajam-222	50	31	third	third	ADJ
ajam-222	50	32	category	category	NOUN
ajam-222	50	33	.	.	PUNCT
ajam-222	51	1	studies	study	NOUN
ajam-222	51	2	across	across	ADP
ajam-222	51	3	the	the	DET
ajam-222	51	4	world	world	NOUN
ajam-222	51	5	have	have	AUX
ajam-222	51	6	revealed	reveal	VERB
ajam-222	51	7	some	some	PRON
ajam-222	51	8	of	of	ADP
ajam-222	51	9	the	the	DET
ajam-222	51	10	major	major	ADJ
ajam-222	51	11	determinants	determinant	NOUN
ajam-222	51	12	of	of	ADP
ajam-222	51	13	output	output	NOUN
ajam-222	51	14	commercialisation	commercialisation	NOUN
ajam-222	51	15	;	;	PUNCT
ajam-222	51	16	however	however	ADV
ajam-222	51	17	,	,	PUNCT
ajam-222	51	18	these	these	DET
ajam-222	51	19	determinants	determinant	NOUN
ajam-222	51	20	differ	differ	VERB
ajam-222	51	21	within	within	ADP
ajam-222	51	22	country	country	NOUN
ajam-222	51	23	due	due	ADP
ajam-222	51	24	to	to	ADP
ajam-222	51	25	heterogeneous	heterogeneous	ADJ
ajam-222	51	26	conditions	condition	NOUN
ajam-222	51	27	by	by	ADP
ajam-222	51	28	smallholder	smallholder	NOUN
ajam-222	51	29	farmers	farmer	NOUN
ajam-222	51	30	.	.	PUNCT
ajam-222	52	1	as	as	ADP
ajam-222	52	2	such	such	ADJ
ajam-222	52	3	,	,	PUNCT
ajam-222	52	4	in	in	ADP
ajam-222	52	5	several	several	ADJ
ajam-222	52	6	countries	country	NOUN
ajam-222	52	7	output	output	NOUN
ajam-222	52	8	commercialization	commercialization	NOUN
ajam-222	52	9	have	have	AUX
ajam-222	52	10	been	be	AUX
ajam-222	52	11	associated	associate	VERB
ajam-222	52	12	with	with	ADP
ajam-222	52	13	several	several	ADJ
ajam-222	52	14	factors	factor	NOUN
ajam-222	52	15	prominent	prominent	ADJ
ajam-222	52	16	among	among	ADP
ajam-222	52	17	which	which	PRON
ajam-222	52	18	are	be	AUX
ajam-222	52	19	landholding	landholde	VERB
ajam-222	52	20	size	size	NOUN
ajam-222	52	21	,	,	PUNCT
ajam-222	52	22	ownership	ownership	NOUN
ajam-222	52	23	of	of	ADP
ajam-222	52	24	livestock	livestock	NOUN
ajam-222	52	25	assets	asset	NOUN
ajam-222	52	26	,	,	PUNCT
ajam-222	52	27	education	education	NOUN
ajam-222	52	28	,	,	PUNCT
ajam-222	52	29	technology	technology	NOUN
ajam-222	52	30	,	,	PUNCT
ajam-222	52	31	rural	rural	ADJ
ajam-222	52	32	infrastructure	infrastructure	NOUN
ajam-222	52	33	,	,	PUNCT
ajam-222	52	34	transaction	transaction	NOUN
ajam-222	52	35	costs	cost	NOUN
ajam-222	52	36	,	,	PUNCT
ajam-222	52	37	ownership	ownership	NOUN
ajam-222	52	38	of	of	ADP
ajam-222	52	39	agricultural	agricultural	ADJ
ajam-222	52	40	implements	implement	NOUN
ajam-222	52	41	,	,	PUNCT
ajam-222	52	42	market	market	NOUN
ajam-222	52	43	information	information	NOUN
ajam-222	52	44	,	,	PUNCT
ajam-222	52	45	wealth	wealth	NOUN
ajam-222	52	46	,	,	PUNCT
ajam-222	52	47	family	family	NOUN
ajam-222	52	48	labour	labour	NOUN
ajam-222	52	49	force	force	NOUN
ajam-222	52	50	,	,	PUNCT
ajam-222	52	51	etc	etc	X
ajam-222	52	52	.	.	X
ajam-222	52	53	(	(	PUNCT
ajam-222	52	54	asfaw	asfaw	PROPN
ajam-222	52	55	et.al	et.al	PROPN
ajam-222	52	56	,	,	PUNCT
ajam-222	52	57	2010	2010	NUM
ajam-222	52	58	,	,	PUNCT
ajam-222	52	59	abu	abu	PROPN
ajam-222	52	60	,	,	PUNCT
ajam-222	52	61	2015	2015	NUM
ajam-222	52	62	)	)	PUNCT
ajam-222	52	63	.	.	PUNCT
ajam-222	53	1	these	these	DET
ajam-222	53	2	factors	factor	NOUN
ajam-222	53	3	can	can	AUX
ajam-222	53	4	be	be	AUX
ajam-222	53	5	broadly	broadly	ADV
ajam-222	53	6	grouped	group	VERB
ajam-222	53	7	in	in	ADP
ajam-222	53	8	two	two	NUM
ajam-222	53	9	categories	category	NOUN
ajam-222	53	10	namely	namely	ADV
ajam-222	53	11	household	household	NOUN
ajam-222	53	12	specific	specific	ADJ
ajam-222	53	13	and	and	CCONJ
ajam-222	53	14	external	external	ADJ
ajam-222	53	15	factors	factor	NOUN
ajam-222	53	16	which	which	PRON
ajam-222	53	17	have	have	AUX
ajam-222	53	18	been	be	AUX
ajam-222	53	19	broken	break	VERB
ajam-222	53	20	further	far	ADV
ajam-222	53	21	into	into	ADP
ajam-222	53	22	eight	eight	NUM
ajam-222	53	23	by	by	ADP
ajam-222	53	24	afework	afework	NOUN
ajam-222	53	25	and	and	CCONJ
ajam-222	53	26	geta	geta	PROPN
ajam-222	53	27	(	(	PUNCT
ajam-222	53	28	2016	2016	NUM
ajam-222	53	29	)	)	PUNCT
ajam-222	53	30	.	.	PUNCT
ajam-222	54	1	household	household	NOUN
ajam-222	54	2	specific	specific	ADJ
ajam-222	54	3	factors	factor	NOUN
ajam-222	54	4	include	include	VERB
ajam-222	54	5	quality	quality	NOUN
ajam-222	54	6	and	and	CCONJ
ajam-222	54	7	quantity	quantity	NOUN
ajam-222	54	8	of	of	ADP
ajam-222	54	9	household	household	NOUN
ajam-222	54	10	resources	resource	NOUN
ajam-222	54	11	such	such	ADJ
ajam-222	54	12	as	as	ADP
ajam-222	54	13	land	land	NOUN
ajam-222	54	14	,	,	PUNCT
ajam-222	54	15	labour	labour	NOUN
ajam-222	54	16	and	and	CCONJ
ajam-222	54	17	capital	capital	NOUN
ajam-222	54	18	.	.	PUNCT
ajam-222	55	1	the	the	DET
ajam-222	55	2	external	external	ADJ
ajam-222	55	3	factors	factor	NOUN
ajam-222	55	4	are	be	AUX
ajam-222	55	5	factors	factor	NOUN
ajam-222	55	6	that	that	PRON
ajam-222	55	7	are	be	AUX
ajam-222	55	8	beyond	beyond	ADP
ajam-222	55	9	the	the	DET
ajam-222	55	10	smallholder‟s	smallholder‟s	NOUN
ajam-222	55	11	control	control	NOUN
ajam-222	55	12	.	.	PUNCT
ajam-222	56	1	they	they	PRON
ajam-222	56	2	include	include	VERB
ajam-222	56	3	variables	variable	NOUN
ajam-222	56	4	such	such	ADJ
ajam-222	56	5	as	as	ADP
ajam-222	56	6	technological	technological	ADJ
ajam-222	56	7	change	change	NOUN
ajam-222	56	8	,	,	PUNCT
ajam-222	56	9	population	population	NOUN
ajam-222	56	10	growth	growth	NOUN
ajam-222	56	11	,	,	PUNCT
ajam-222	56	12	introduction	introduction	NOUN
ajam-222	56	13	of	of	ADP
ajam-222	56	14	new	new	ADJ
ajam-222	56	15	commodities	commodity	NOUN
ajam-222	56	16	,	,	PUNCT
ajam-222	56	17	infrastructure	infrastructure	NOUN
ajam-222	56	18	,	,	PUNCT
ajam-222	56	19	market	market	NOUN
ajam-222	56	20	facilitating	facilitating	NOUN
ajam-222	56	21	institutions	institution	NOUN
ajam-222	56	22	,	,	PUNCT
ajam-222	56	23	and	and	CCONJ
ajam-222	56	24	public	public	ADJ
ajam-222	56	25	policies	policy	NOUN
ajam-222	56	26	,	,	PUNCT
ajam-222	56	27	agroclimatic	agroclimatic	ADJ
ajam-222	56	28	variables	variable	NOUN
ajam-222	56	29	,	,	PUNCT
ajam-222	56	30	development	development	NOUN
ajam-222	56	31	of	of	ADP
ajam-222	56	32	non	non	ADJ
ajam-222	56	33	-	-	ADJ
ajam-222	56	34	farm	farm	ADJ
ajam-222	56	35	sector	sector	NOUN
ajam-222	56	36	and	and	CCONJ
ajam-222	56	37	broader	broad	ADJ
ajam-222	56	38	economy	economy	NOUN
ajam-222	56	39	,	,	PUNCT
ajam-222	56	40	rising	rise	VERB
ajam-222	56	41	labour	labour	ADJ
ajam-222	56	42	opportunity	opportunity	NOUN
ajam-222	56	43	costs	cost	NOUN
ajam-222	56	44	.	.	PUNCT
ajam-222	57	1	sigei	sigei	PROPN
ajam-222	57	2	,	,	PUNCT
ajam-222	57	3	et	et	PROPN
ajam-222	57	4	al	al	PROPN
ajam-222	57	5	.	.	PUNCT
ajam-222	57	6	(	(	PUNCT
ajam-222	57	7	2014	2014	NUM
ajam-222	57	8	)	)	PUNCT
ajam-222	57	9	also	also	ADV
ajam-222	57	10	disaggregate	disaggregate	VERB
ajam-222	57	11	these	these	DET
ajam-222	57	12	external	external	ADJ
ajam-222	57	13	factors	factor	NOUN
ajam-222	57	14	to	to	ADP
ajam-222	57	15	institutional	institutional	ADJ
ajam-222	57	16	,	,	PUNCT
ajam-222	57	17	market	market	NOUN
ajam-222	57	18	and	and	CCONJ
ajam-222	57	19	included	include	VERB
ajam-222	57	20	political	political	ADJ
ajam-222	57	21	stability	stability	NOUN
ajam-222	57	22	of	of	ADP
ajam-222	57	23	the	the	DET
ajam-222	57	24	nation	nation	NOUN
ajam-222	57	25	,	,	PUNCT
ajam-222	57	26	natural	natural	ADJ
ajam-222	57	27	disaster	disaster	NOUN
ajam-222	57	28	and	and	CCONJ
ajam-222	57	29	calamities	calamity	NOUN
ajam-222	57	30	as	as	ADP
ajam-222	57	31	other	other	ADJ
ajam-222	57	32	external	external	ADJ
ajam-222	57	33	factor	factor	NOUN
ajam-222	57	34	.	.	PUNCT
ajam-222	58	1	in	in	ADP
ajam-222	58	2	a	a	DET
ajam-222	58	3	study	study	NOUN
ajam-222	58	4	by	by	ADP
ajam-222	58	5	martey	martey	PROPN
ajam-222	58	6	,	,	PUNCT
ajam-222	58	7	et	et	PROPN
ajam-222	58	8	al	al	PROPN
ajam-222	58	9	(	(	PUNCT
ajam-222	58	10	2014	2014	NUM
ajam-222	58	11	)	)	PUNCT
ajam-222	58	12	,	,	PUNCT
ajam-222	58	13	a	a	DET
ajam-222	58	14	truncated	truncated	ADJ
ajam-222	58	15	tobit	tobit	NOUN
ajam-222	58	16	regression	regression	NOUN
ajam-222	58	17	model	model	NOUN
ajam-222	58	18	was	be	AUX
ajam-222	58	19	used	use	VERB
ajam-222	58	20	to	to	PART
ajam-222	58	21	ascertain	ascertain	VERB
ajam-222	58	22	determinants	determinant	NOUN
ajam-222	58	23	of	of	ADP
ajam-222	58	24	commercialization	commercialization	NOUN
ajam-222	58	25	in	in	ADP
ajam-222	58	26	effutu	effutu	PROPN
ajam-222	58	27	municipality	municipality	NOUN
ajam-222	58	28	in	in	ADP
ajam-222	58	29	ghana	ghana	PROPN
ajam-222	58	30	with	with	ADP
ajam-222	58	31	major	major	ADJ
ajam-222	58	32	focus	focus	NOUN
ajam-222	58	33	on	on	ADP
ajam-222	58	34	market	market	NOUN
ajam-222	58	35	information	information	NOUN
ajam-222	58	36	.	.	PUNCT
ajam-222	59	1	the	the	DET
ajam-222	59	2	study	study	NOUN
ajam-222	59	3	analysed	analyse	VERB
ajam-222	59	4	trends	trend	NOUN
ajam-222	59	5	in	in	ADP
ajam-222	59	6	maize	maize	NOUN
ajam-222	59	7	and	and	CCONJ
ajam-222	59	8	cassava	cassava	NOUN
ajam-222	59	9	production	production	NOUN
ajam-222	59	10	using	use	VERB
ajam-222	59	11	both	both	CCONJ
ajam-222	59	12	primary	primary	ADJ
ajam-222	59	13	and	and	CCONJ
ajam-222	59	14	secondary	secondary	ADJ
ajam-222	59	15	data	datum	NOUN
ajam-222	59	16	.	.	PUNCT
ajam-222	60	1	they	they	PRON
ajam-222	60	2	found	find	VERB
ajam-222	60	3	the	the	DET
ajam-222	60	4	extents	extent	NOUN
ajam-222	60	5	of	of	ADP
ajam-222	60	6	maize	maize	NOUN
ajam-222	60	7	and	and	CCONJ
ajam-222	60	8	cassava	cassava	NOUN
ajam-222	60	9	commercialization	commercialization	NOUN
ajam-222	60	10	as	as	ADP
ajam-222	60	11	0.53	0.53	NUM
ajam-222	60	12	and	and	CCONJ
ajam-222	60	13	0.72	0.72	NUM
ajam-222	60	14	respectively	respectively	ADV
ajam-222	60	15	and	and	CCONJ
ajam-222	60	16	total	total	ADJ
ajam-222	60	17	agricultural	agricultural	ADJ
ajam-222	60	18	commercialization	commercialization	NOUN
ajam-222	60	19	of	of	ADP
ajam-222	60	20	the	the	DET
ajam-222	60	21	two	two	NUM
ajam-222	60	22	crops	crop	NOUN
ajam-222	60	23	as	as	ADP
ajam-222	60	24	0.66	0.66	NUM
ajam-222	60	25	.	.	PUNCT
ajam-222	61	1	gender	gender	NOUN
ajam-222	61	2	,	,	PUNCT
ajam-222	61	3	education	education	NOUN
ajam-222	61	4	,	,	PUNCT
ajam-222	61	5	market	market	NOUN
ajam-222	61	6	information	information	NOUN
ajam-222	61	7	,	,	PUNCT
ajam-222	61	8	farm	farm	NOUN
ajam-222	61	9	size	size	NOUN
ajam-222	61	10	,	,	PUNCT
ajam-222	61	11	access	access	NOUN
ajam-222	61	12	to	to	ADP
ajam-222	61	13	land	land	NOUN
ajam-222	61	14	and	and	CCONJ
ajam-222	61	15	non	non	ADJ
ajam-222	61	16	-	-	ADJ
ajam-222	61	17	farm	farm	ADJ
ajam-222	61	18	income	income	NOUN
ajam-222	61	19	were	be	AUX
ajam-222	61	20	found	find	VERB
ajam-222	61	21	as	as	ADP
ajam-222	61	22	significant	significant	ADJ
ajam-222	61	23	determinants	determinant	NOUN
ajam-222	61	24	of	of	ADP
ajam-222	61	25	commercialization	commercialization	NOUN
ajam-222	61	26	of	of	ADP
ajam-222	61	27	agriculture	agriculture	NOUN
ajam-222	61	28	.	.	PUNCT
ajam-222	62	1	in	in	ADP
ajam-222	62	2	a	a	DET
ajam-222	62	3	related	relate	VERB
ajam-222	62	4	study	study	NOUN
ajam-222	62	5	by	by	ADP
ajam-222	62	6	kabiti	kabiti	NOUN
ajam-222	62	7	et	et	PROPN
ajam-222	62	8	al	al	PROPN
ajam-222	62	9	(	(	PUNCT
ajam-222	62	10	2106	2106	NUM
ajam-222	62	11	)	)	PUNCT
ajam-222	62	12	,	,	PUNCT
ajam-222	62	13	tobit	tobit	NOUN
ajam-222	62	14	model	model	NOUN
ajam-222	62	15	was	be	AUX
ajam-222	62	16	adopted	adopt	VERB
ajam-222	62	17	to	to	PART
ajam-222	62	18	examine	examine	VERB
ajam-222	62	19	factors	factor	NOUN
ajam-222	62	20	driving	drive	VERB
ajam-222	62	21	smallholder	smallholder	NOUN
ajam-222	62	22	commercialisation	commercialisation	NOUN
ajam-222	62	23	in	in	ADP
ajam-222	62	24	zimbabwe	zimbabwe	PROPN
ajam-222	62	25	.	.	PUNCT
ajam-222	63	1	the	the	DET
ajam-222	63	2	paper	paper	NOUN
ajam-222	63	3	found	find	VERB
ajam-222	63	4	that	that	SCONJ
ajam-222	63	5	varying	vary	VERB
ajam-222	63	6	factors	factor	NOUN
ajam-222	63	7	were	be	AUX
ajam-222	63	8	responsible	responsible	ADJ
ajam-222	63	9	for	for	ADP
ajam-222	63	10	the	the	DET
ajam-222	63	11	observed	observed	ADJ
ajam-222	63	12	level	level	NOUN
ajam-222	63	13	of	of	ADP
ajam-222	63	14	input	input	NOUN
ajam-222	63	15	and	and	CCONJ
ajam-222	63	16	output	output	NOUN
ajam-222	63	17	commercialisation	commercialisation	NOUN
ajam-222	63	18	and	and	CCONJ
ajam-222	63	19	recommended	recommend	VERB
ajam-222	63	20	increased	increase	VERB
ajam-222	63	21	public	public	ADJ
ajam-222	63	22	and	and	CCONJ
ajam-222	63	23	private	private	ADJ
ajam-222	63	24	sector	sector	NOUN
ajam-222	63	25	contribution	contribution	NOUN
ajam-222	63	26	through	through	ADP
ajam-222	63	27	training	training	NOUN
ajam-222	63	28	and	and	CCONJ
ajam-222	63	29	financial	financial	ADJ
ajam-222	63	30	support	support	NOUN
ajam-222	63	31	.	.	PUNCT
ajam-222	64	1	empirical	empirical	ADJ
ajam-222	64	2	studies	study	NOUN
ajam-222	64	3	in	in	ADP
ajam-222	64	4	nigeria	nigeria	PROPN
ajam-222	64	5	on	on	ADP
ajam-222	64	6	smallholder	smallholder	NOUN
ajam-222	64	7	agricultural	agricultural	ADJ
ajam-222	64	8	commercialization	commercialization	NOUN
ajam-222	64	9	are	be	AUX
ajam-222	64	10	in	in	ADP
ajam-222	64	11	agreement	agreement	NOUN
ajam-222	64	12	with	with	ADP
ajam-222	64	13	some	some	DET
ajam-222	64	14	findings	finding	NOUN
ajam-222	64	15	in	in	ADP
ajam-222	64	16	other	other	ADJ
ajam-222	64	17	countries	country	NOUN
ajam-222	64	18	.	.	PUNCT
ajam-222	65	1	onoja	onoja	ADJ
ajam-222	65	2	,	,	PUNCT
ajam-222	65	3	et	et	PROPN
ajam-222	65	4	al	al	PROPN
ajam-222	65	5	.	.	PROPN
ajam-222	66	1	(	(	PUNCT
ajam-222	66	2	2012	2012	NUM
ajam-222	66	3	)	)	PUNCT
ajam-222	66	4	in	in	ADP
ajam-222	66	5	a	a	DET
ajam-222	66	6	study	study	NOUN
ajam-222	66	7	of	of	ADP
ajam-222	66	8	determinants	determinant	NOUN
ajam-222	66	9	of	of	ADP
ajam-222	66	10	market	market	NOUN
ajam-222	66	11	participation	participation	NOUN
ajam-222	66	12	in	in	ADP
ajam-222	66	13	nigerian	nigerian	ADJ
ajam-222	66	14	smallscale	smallscale	NOUN
ajam-222	66	15	fishery	fishery	NOUN
ajam-222	66	16	sector	sector	NOUN
ajam-222	66	17	used	use	VERB
ajam-222	66	18	primary	primary	ADJ
ajam-222	66	19	data	datum	NOUN
ajam-222	66	20	and	and	CCONJ
ajam-222	66	21	logistic	logistic	ADJ
ajam-222	66	22	regression	regression	NOUN
ajam-222	66	23	model	model	NOUN
ajam-222	66	24	.	.	PUNCT
ajam-222	67	1	the	the	DET
ajam-222	67	2	authors	author	NOUN
ajam-222	67	3	observed	observe	VERB
ajam-222	67	4	the	the	DET
ajam-222	67	5	significance	significance	NOUN
ajam-222	67	6	of	of	ADP
ajam-222	67	7	household	household	NOUN
ajam-222	67	8	size	size	NOUN
ajam-222	67	9	,	,	PUNCT
ajam-222	67	10	distant	distant	ADJ
ajam-222	67	11	to	to	ADP
ajam-222	67	12	the	the	DET
ajam-222	67	13	nearest	near	ADJ
ajam-222	67	14	marketing	marketing	NOUN
ajam-222	67	15	channel	channel	NOUN
ajam-222	67	16	,	,	PUNCT
ajam-222	67	17	price	price	NOUN
ajam-222	67	18	of	of	ADP
ajam-222	67	19	the	the	DET
ajam-222	67	20	commodity	commodity	NOUN
ajam-222	67	21	and	and	CCONJ
ajam-222	67	22	sex	sex	NOUN
ajam-222	67	23	of	of	ADP
ajam-222	67	24	the	the	DET
ajam-222	67	25	fish	fish	NOUN
ajam-222	67	26	farmer	farmer	NOUN
ajam-222	67	27	/	/	SYM
ajam-222	67	28	marketer	marketer	NOUN
ajam-222	67	29	as	as	ADP
ajam-222	67	30	determinants	determinant	NOUN
ajam-222	67	31	of	of	ADP
ajam-222	67	32	fish	fish	NOUN
ajam-222	67	33	farmers‟	farmers‟	NOUN
ajam-222	67	34	participation	participation	NOUN
ajam-222	67	35	in	in	ADP
ajam-222	67	36	the	the	DET
ajam-222	67	37	market	market	NOUN
ajam-222	67	38	.	.	PUNCT
ajam-222	68	1	the	the	DET
ajam-222	68	2	authors	author	NOUN
ajam-222	68	3	observed	observe	VERB
ajam-222	68	4	the	the	DET
ajam-222	68	5	importance	importance	NOUN
ajam-222	68	6	of	of	ADP
ajam-222	68	7	market	market	NOUN
ajam-222	68	8	access	access	NOUN
ajam-222	68	9	noting	note	VERB
ajam-222	68	10	that	that	SCONJ
ajam-222	68	11	those	those	PRON
ajam-222	68	12	who	who	PRON
ajam-222	68	13	live	live	VERB
ajam-222	68	14	close	close	ADV
ajam-222	68	15	to	to	ADP
ajam-222	68	16	better	well	ADJ
ajam-222	68	17	roads	road	NOUN
ajam-222	68	18	and	and	CCONJ
ajam-222	68	19	have	have	VERB
ajam-222	68	20	more	more	ADV
ajam-222	68	21	frequent	frequent	ADJ
ajam-222	68	22	and	and	CCONJ
ajam-222	68	23	direct	direct	ADJ
ajam-222	68	24	contacts	contact	NOUN
ajam-222	68	25	with	with	ADP
ajam-222	68	26	the	the	DET
ajam-222	68	27	market	market	NOUN
ajam-222	68	28	appeared	appear	VERB
ajam-222	68	29	more	more	ADV
ajam-222	68	30	willing	willing	ADJ
ajam-222	68	31	to	to	PART
ajam-222	68	32	produce	produce	VERB
ajam-222	68	33	more	more	ADV
ajam-222	68	34	systematically	systematically	ADV
ajam-222	68	35	for	for	ADP
ajam-222	68	36	the	the	DET
ajam-222	68	37	market	market	NOUN
ajam-222	68	38	,	,	PUNCT
ajam-222	68	39	while	while	SCONJ
ajam-222	68	40	those	those	PRON
ajam-222	68	41	with	with	ADP
ajam-222	68	42	poor	poor	ADJ
ajam-222	68	43	market	market	NOUN
ajam-222	68	44	access	access	NOUN
ajam-222	68	45	have	have	VERB
ajam-222	68	46	little	little	ADJ
ajam-222	68	47	incentive	incentive	NOUN
ajam-222	68	48	to	to	PART
ajam-222	68	49	produce	produce	VERB
ajam-222	68	50	crops	crop	NOUN
ajam-222	68	51	other	other	ADJ
ajam-222	68	52	than	than	ADP
ajam-222	68	53	those	those	PRON
ajam-222	68	54	required	require	VERB
ajam-222	68	55	for	for	ADP
ajam-222	68	56	domestic	domestic	ADJ
ajam-222	68	57	consumption	consumption	NOUN
ajam-222	68	58	.	.	PUNCT
ajam-222	69	1	okezie	okezie	PROPN
ajam-222	69	2	,	,	PUNCT
ajam-222	69	3	et	et	PROPN
ajam-222	69	4	al	al	PROPN
ajam-222	69	5	(	(	PUNCT
ajam-222	69	6	2012	2012	NUM
ajam-222	69	7	)	)	PUNCT
ajam-222	69	8	studied	study	VERB
ajam-222	69	9	factors	factor	NOUN
ajam-222	69	10	driving	drive	VERB
ajam-222	69	11	commercialization	commercialization	NOUN
ajam-222	69	12	processes	process	NOUN
ajam-222	69	13	in	in	ADP
ajam-222	69	14	abia	abia	PROPN
ajam-222	69	15	state	state	PROPN
ajam-222	69	16	,	,	PUNCT
ajam-222	69	17	nigeria	nigeria	PROPN
ajam-222	69	18	using	use	VERB
ajam-222	69	19	panel	panel	NOUN
ajam-222	69	20	data	datum	NOUN
ajam-222	69	21	,	,	PUNCT
ajam-222	69	22	observed	observe	VERB
ajam-222	69	23	some	some	DET
ajam-222	69	24	degrees	degree	NOUN
ajam-222	69	25	of	of	ADP
ajam-222	69	26	market	market	NOUN
ajam-222	69	27	orientation	orientation	NOUN
ajam-222	69	28	and	and	CCONJ
ajam-222	69	29	identified	identify	VERB
ajam-222	69	30	off	off	ADP
ajam-222	69	31	-	-	PUNCT
ajam-222	69	32	farm	farm	NOUN
ajam-222	69	33	income	income	NOUN
ajam-222	69	34	as	as	ADP
ajam-222	69	35	important	important	ADJ
ajam-222	69	36	sources	source	NOUN
ajam-222	69	37	of	of	ADP
ajam-222	69	38	agricultural	agricultural	ADJ
ajam-222	69	39	commercialization	commercialization	NOUN
ajam-222	69	40	.	.	PUNCT
ajam-222	70	1	inputs	input	NOUN
ajam-222	70	2	such	such	ADJ
ajam-222	70	3	as	as	ADP
ajam-222	70	4	labour	labour	NOUN
ajam-222	70	5	,	,	PUNCT
ajam-222	70	6	fertilizer	fertilizer	NOUN
ajam-222	70	7	and	and	CCONJ
ajam-222	70	8	planting	planting	NOUN
ajam-222	70	9	materials	material	NOUN
ajam-222	70	10	are	be	AUX
ajam-222	70	11	farm	farm	NOUN
ajam-222	70	12	-	-	PUNCT
ajam-222	70	13	level	level	NOUN
ajam-222	70	14	determinants	determinant	NOUN
ajam-222	70	15	of	of	ADP
ajam-222	70	16	commercialization	commercialization	NOUN
ajam-222	70	17	.	.	PUNCT
ajam-222	71	1	they	they	PRON
ajam-222	71	2	sell	sell	VERB
ajam-222	71	3	their	their	PRON
ajam-222	71	4	labour	labour	NOUN
ajam-222	71	5	and	and	CCONJ
ajam-222	71	6	invest	invest	VERB
ajam-222	71	7	proceeds	proceed	NOUN
ajam-222	71	8	in	in	ADP
ajam-222	71	9	subsistence	subsistence	NOUN
ajam-222	71	10	production	production	NOUN
ajam-222	71	11	which	which	PRON
ajam-222	71	12	implies	imply	VERB
ajam-222	71	13	subsistence	subsistence	NOUN
ajam-222	71	14	agriculture	agriculture	NOUN
ajam-222	71	15	tending	tend	VERB
ajam-222	71	16	to	to	ADP
ajam-222	71	17	input	input	VERB
ajam-222	71	18	side	side	NOUN
ajam-222	71	19	commercialization	commercialization	NOUN
ajam-222	71	20	.	.	PUNCT
ajam-222	72	1	also	also	ADV
ajam-222	72	2	,	,	PUNCT
ajam-222	72	3	in	in	ADP
ajam-222	72	4	another	another	DET
ajam-222	72	5	study	study	NOUN
ajam-222	72	6	by	by	ADP
ajam-222	72	7	adenegan	adenegan	NOUN
ajam-222	72	8	et	et	PROPN
ajam-222	72	9	al	al	PROPN
ajam-222	72	10	.	.	PROPN
ajam-222	73	1	(	(	PUNCT
ajam-222	73	2	2013	2013	NUM
ajam-222	73	3	)	)	PUNCT
ajam-222	73	4	,	,	PUNCT
ajam-222	73	5	factors	factor	NOUN
ajam-222	73	6	determining	determine	VERB
ajam-222	73	7	cassava	cassava	NOUN
ajam-222	73	8	farmers‟	farmers‟	NOUN
ajam-222	73	9	market	market	NOUN
ajam-222	73	10	orientation	orientation	NOUN
ajam-222	73	11	in	in	ADP
ajam-222	73	12	nigeria	nigeria	PROPN
ajam-222	73	13	were	be	AUX
ajam-222	73	14	examined	examine	VERB
ajam-222	73	15	with	with	ADP
ajam-222	73	16	the	the	DET
ajam-222	73	17	use	use	NOUN
ajam-222	73	18	of	of	ADP
ajam-222	73	19	primary	primary	ADJ
ajam-222	73	20	data	datum	NOUN
ajam-222	73	21	and	and	CCONJ
ajam-222	73	22	personal	personal	ADJ
ajam-222	73	23	observations	observation	NOUN
ajam-222	73	24	.	.	PUNCT
ajam-222	74	1	the	the	DET
ajam-222	74	2	study	study	NOUN
ajam-222	74	3	adopted	adopt	VERB
ajam-222	74	4	a	a	DET
ajam-222	74	5	combination	combination	NOUN
ajam-222	74	6	of	of	ADP
ajam-222	74	7	probit	probit	NOUN
ajam-222	74	8	and	and	CCONJ
ajam-222	74	9	tobit	tobit	NOUN
ajam-222	74	10	models	model	NOUN
ajam-222	74	11	as	as	ADV
ajam-222	74	12	well	well	ADV
ajam-222	74	13	as	as	ADP
ajam-222	74	14	truncated	truncated	ADJ
ajam-222	74	15	regression	regression	NOUN
ajam-222	74	16	model	model	NOUN
ajam-222	74	17	.	.	PUNCT
ajam-222	75	1	the	the	DET
ajam-222	75	2	study	study	NOUN
ajam-222	75	3	observed	observe	VERB
ajam-222	75	4	the	the	DET
ajam-222	75	5	importance	importance	NOUN
ajam-222	75	6	of	of	ADP
ajam-222	75	7	market	market	NOUN
ajam-222	75	8	information	information	NOUN
ajam-222	75	9	,	,	PUNCT
ajam-222	75	10	education	education	NOUN
ajam-222	75	11	and	and	CCONJ
ajam-222	75	12	distance	distance	NOUN
ajam-222	75	13	in	in	ADP
ajam-222	75	14	the	the	DET
ajam-222	75	15	household‟s	household‟s	NOUN
ajam-222	75	16	decision	decision	NOUN
ajam-222	75	17	on	on	ADP
ajam-222	75	18	the	the	DET
ajam-222	75	19	quantity	quantity	NOUN
ajam-222	75	20	of	of	ADP
ajam-222	75	21	produce	produce	NOUN
ajam-222	75	22	to	to	PART
ajam-222	75	23	take	take	VERB
ajam-222	75	24	to	to	ADP
ajam-222	75	25	the	the	DET
ajam-222	75	26	market	market	NOUN
ajam-222	75	27	.	.	PUNCT
ajam-222	76	1	age	age	NOUN
ajam-222	76	2	was	be	AUX
ajam-222	76	3	also	also	ADV
ajam-222	76	4	found	find	VERB
ajam-222	76	5	to	to	PART
ajam-222	76	6	be	be	AUX
ajam-222	76	7	a	a	DET
ajam-222	76	8	significant	significant	ADJ
ajam-222	76	9	factor	factor	NOUN
ajam-222	76	10	.	.	PUNCT
ajam-222	77	1	another	another	DET
ajam-222	77	2	study	study	NOUN
ajam-222	77	3	by	by	ADP
ajam-222	77	4	oteh	oteh	NOUN
ajam-222	77	5	and	and	CCONJ
ajam-222	77	6	nwachukwu	nwachukwu	PROPN
ajam-222	77	7	(	(	PUNCT
ajam-222	77	8	2014	2014	NUM
ajam-222	77	9	)	)	PUNCT
ajam-222	77	10	examined	examine	VERB
ajam-222	77	11	the	the	DET
ajam-222	77	12	determinants	determinant	NOUN
ajam-222	77	13	of	of	ADP
ajam-222	77	14	commercialization	commercialization	NOUN
ajam-222	77	15	of	of	ADP
ajam-222	77	16	cassava	cassava	NOUN
ajam-222	77	17	producing	produce	VERB
ajam-222	77	18	households	household	NOUN
ajam-222	77	19	and	and	CCONJ
ajam-222	77	20	used	use	VERB
ajam-222	77	21	household	household	NOUN
ajam-222	77	22	commercialization	commercialization	NOUN
ajam-222	77	23	index	index	NOUN
ajam-222	77	24	and	and	CCONJ
ajam-222	77	25	multiple	multiple	ADJ
ajam-222	77	26	regression	regression	NOUN
ajam-222	77	27	models	model	NOUN
ajam-222	77	28	.	.	PUNCT
ajam-222	78	1	analysis	analysis	NOUN
ajam-222	78	2	of	of	ADP
ajam-222	78	3	their	their	PRON
ajam-222	78	4	primary	primary	ADJ
ajam-222	78	5	data	datum	NOUN
ajam-222	78	6	showed	show	VERB
ajam-222	78	7	that	that	SCONJ
ajam-222	78	8	less	less	ADJ
ajam-222	78	9	than	than	ADP
ajam-222	78	10	2	2	NUM
ajam-222	78	11	per	per	ADP
ajam-222	78	12	cent	cent	NOUN
ajam-222	78	13	of	of	ADP
ajam-222	78	14	the	the	DET
ajam-222	78	15	households	household	NOUN
ajam-222	78	16	have	have	VERB
ajam-222	78	17	very	very	ADV
ajam-222	78	18	high	high	ADJ
ajam-222	78	19	commercial	commercial	ADJ
ajam-222	78	20	orientation	orientation	NOUN
ajam-222	78	21	.	.	PUNCT
ajam-222	79	1	they	they	PRON
ajam-222	79	2	also	also	ADV
ajam-222	79	3	found	find	VERB
ajam-222	79	4	out	out	ADP
ajam-222	79	5	that	that	SCONJ
ajam-222	79	6	output	output	NOUN
ajam-222	79	7	value	value	NOUN
ajam-222	79	8	,	,	PUNCT
ajam-222	79	9	farm	farm	NOUN
ajam-222	79	10	size	size	NOUN
ajam-222	79	11	,	,	PUNCT
ajam-222	79	12	nearness	nearness	NOUN
ajam-222	79	13	to	to	ADP
ajam-222	79	14	market	market	NOUN
ajam-222	79	15	,	,	PUNCT
ajam-222	79	16	membership	membership	NOUN
ajam-222	79	17	of	of	ADP
ajam-222	79	18	cooperative	cooperative	ADJ
ajam-222	79	19	and	and	CCONJ
ajam-222	79	20	farming	farming	NOUN
ajam-222	79	21	experience	experience	NOUN
ajam-222	79	22	were	be	AUX
ajam-222	79	23	significant	significant	ADJ
ajam-222	79	24	determinants	determinant	NOUN
ajam-222	79	25	of	of	ADP
ajam-222	79	26	commercialization	commercialization	NOUN
ajam-222	79	27	in	in	ADP
ajam-222	79	28	the	the	DET
ajam-222	79	29	study	study	NOUN
ajam-222	79	30	area	area	NOUN
ajam-222	79	31	.	.	PUNCT
ajam-222	80	1	other	other	ADJ
ajam-222	80	2	studies	study	NOUN
ajam-222	80	3	in	in	ADP
ajam-222	80	4	nigeria	nigeria	PRON
ajam-222	80	5	such	such	ADJ
ajam-222	80	6	as	as	ADP
ajam-222	80	7	olanrewaju	olanrewaju	ADJ
ajam-222	80	8	et	et	PROPN
ajam-222	80	9	al	al	PROPN
ajam-222	80	10	.	.	PROPN
ajam-222	80	11	,	,	PUNCT
ajam-222	80	12	(	(	PUNCT
ajam-222	80	13	2016	2016	NUM
ajam-222	80	14	)	)	PUNCT
ajam-222	80	15	observed	observe	VERB
ajam-222	80	16	an	an	DET
ajam-222	80	17	improved	improved	ADJ
ajam-222	80	18	level	level	NOUN
ajam-222	80	19	of	of	ADP
ajam-222	80	20	commercialisation	commercialisation	NOUN
ajam-222	80	21	among	among	ADP
ajam-222	80	22	smallholder	smallholder	NOUN
ajam-222	80	23	farming	farming	NOUN
ajam-222	80	24	households	household	NOUN
ajam-222	80	25	in	in	ADP
ajam-222	80	26	southwest	southwest	PROPN
ajam-222	80	27	nigeria	nigeria	PROPN
ajam-222	80	28	with	with	ADP
ajam-222	80	29	an	an	DET
ajam-222	80	30	average	average	ADJ
ajam-222	80	31	household	household	NOUN
ajam-222	80	32	commercialisation	commercialisation	NOUN
ajam-222	80	33	index	index	NOUN
ajam-222	80	34	of	of	ADP
ajam-222	80	35	0.83	0.83	NUM
ajam-222	80	36	while	while	SCONJ
ajam-222	80	37	ugwu	ugwu	ADV
ajam-222	80	38	and	and	CCONJ
ajam-222	80	39	alimba	alimba	ADV
ajam-222	80	40	(	(	PUNCT
ajam-222	80	41	2018	2018	NUM
ajam-222	80	42	)	)	PUNCT
ajam-222	80	43	computed	compute	VERB
ajam-222	80	44	commercialisation	commercialisation	NOUN
ajam-222	80	45	index	index	NOUN
ajam-222	80	46	for	for	ADP
ajam-222	80	47	smallholder	smallholder	NOUN
ajam-222	80	48	farmers	farmer	NOUN
ajam-222	80	49	in	in	ADP
ajam-222	80	50	southeast	southeast	PROPN
ajam-222	80	51	nigeria	nigeria	PROPN
ajam-222	80	52	and	and	CCONJ
ajam-222	80	53	found	find	VERB
ajam-222	80	54	that	that	SCONJ
ajam-222	80	55	the	the	DET
ajam-222	80	56	index	index	NOUN
ajam-222	80	57	was	be	AUX
ajam-222	80	58	higher	high	ADJ
ajam-222	80	59	for	for	ADP
ajam-222	80	60	cassava	cassava	NOUN
ajam-222	80	61	and	and	CCONJ
ajam-222	80	62	rice	rice	NOUN
ajam-222	80	63	.	.	PUNCT
ajam-222	81	1	according	accord	VERB
ajam-222	81	2	to	to	ADP
ajam-222	81	3	them	they	PRON
ajam-222	81	4	,	,	PUNCT
ajam-222	81	5	major	major	ADJ
ajam-222	81	6	determinants	determinant	NOUN
ajam-222	81	7	of	of	ADP
ajam-222	81	8	commercialisation	commercialisation	NOUN
ajam-222	81	9	include	include	VERB
ajam-222	81	10	gender	gender	NOUN
ajam-222	81	11	,	,	PUNCT
ajam-222	81	12	household	household	NOUN
ajam-222	81	13	size	size	NOUN
ajam-222	81	14	,	,	PUNCT
ajam-222	81	15	processing	processing	NOUN
ajam-222	81	16	cost	cost	NOUN
ajam-222	81	17	and	and	CCONJ
ajam-222	81	18	distance	distance	NOUN
ajam-222	81	19	to	to	ADP
ajam-222	81	20	the	the	DET
ajam-222	81	21	market	market	NOUN
ajam-222	81	22	.	.	PUNCT
ajam-222	82	1	while	while	SCONJ
ajam-222	82	2	studies	study	NOUN
ajam-222	82	3	in	in	ADP
ajam-222	82	4	nigeria	nigeria	PROPN
ajam-222	82	5	revealed	reveal	VERB
ajam-222	82	6	varying	vary	VERB
ajam-222	82	7	degree	degree	NOUN
ajam-222	82	8	of	of	ADP
ajam-222	82	9	output	output	NOUN
ajam-222	82	10	commercialisation	commercialisation	NOUN
ajam-222	82	11	by	by	ADP
ajam-222	82	12	smallholder	smallholder	NOUN
ajam-222	82	13	farmers	farmer	NOUN
ajam-222	82	14	as	as	ADV
ajam-222	82	15	well	well	ADV
ajam-222	82	16	as	as	ADP
ajam-222	82	17	variation	variation	NOUN
ajam-222	82	18	in	in	ADP
ajam-222	82	19	the	the	DET
ajam-222	82	20	driving	drive	VERB
ajam-222	82	21	factors	factor	NOUN
ajam-222	82	22	across	across	ADP
ajam-222	82	23	the	the	DET
ajam-222	82	24	country	country	NOUN
ajam-222	82	25	,	,	PUNCT
ajam-222	82	26	none	none	NOUN
ajam-222	82	27	of	of	ADP
ajam-222	82	28	the	the	DET
ajam-222	82	29	above	above	ADJ
ajam-222	82	30	studies	study	NOUN
ajam-222	82	31	,	,	PUNCT
ajam-222	82	32	however	however	ADV
ajam-222	82	33	,	,	PUNCT
ajam-222	82	34	considered	consider	VERB
ajam-222	82	35	the	the	DET
ajam-222	82	36	temporal	temporal	ADJ
ajam-222	82	37	dynamics	dynamic	NOUN
ajam-222	82	38	in	in	ADP
ajam-222	82	39	household	household	NOUN
ajam-222	82	40	output	output	NOUN
ajam-222	82	41	commercialisation	commercialisation	NOUN
ajam-222	82	42	and	and	CCONJ
ajam-222	82	43	the	the	DET
ajam-222	82	44	associated	associated	ADJ
ajam-222	82	45	factors	factor	NOUN
ajam-222	82	46	which	which	PRON
ajam-222	82	47	is	be	AUX
ajam-222	82	48	the	the	DET
ajam-222	82	49	main	main	ADJ
ajam-222	82	50	focus	focus	NOUN
ajam-222	82	51	of	of	ADP
ajam-222	82	52	this	this	DET
ajam-222	82	53	study	study	NOUN
ajam-222	82	54	.	.	PUNCT
ajam-222	83	1	study	study	NOUN
ajam-222	83	2	approach	approach	NOUN
ajam-222	83	3	and	and	CCONJ
ajam-222	83	4	methodology	methodology	NOUN
ajam-222	83	5	data	datum	NOUN
ajam-222	83	6	collection	collection	NOUN
ajam-222	83	7	this	this	DET
ajam-222	83	8	study	study	NOUN
ajam-222	83	9	made	make	VERB
ajam-222	83	10	use	use	NOUN
ajam-222	83	11	of	of	ADP
ajam-222	83	12	secondary	secondary	ADJ
ajam-222	83	13	data	datum	NOUN
ajam-222	83	14	which	which	PRON
ajam-222	83	15	consisted	consist	VERB
ajam-222	83	16	of	of	ADP
ajam-222	83	17	a	a	DET
ajam-222	83	18	set	set	NOUN
ajam-222	83	19	of	of	ADP
ajam-222	83	20	panel	panel	NOUN
ajam-222	83	21	data	datum	NOUN
ajam-222	83	22	by	by	ADP
ajam-222	83	23	national	national	ADJ
ajam-222	83	24	bureau	bureau	PROPN
ajam-222	83	25	of	of	ADP
ajam-222	83	26	statistics	statistic	NOUN
ajam-222	83	27	in	in	ADP
ajam-222	83	28	two	two	NUM
ajam-222	83	29	nationwide	nationwide	ADJ
ajam-222	83	30	surveys	survey	NOUN
ajam-222	83	31	conducted	conduct	VERB
ajam-222	83	32	under	under	ADP
ajam-222	83	33	the	the	DET
ajam-222	83	34	generalized	generalized	ADJ
ajam-222	83	35	household	household	NOUN
ajam-222	83	36	survey	survey	NOUN
ajam-222	83	37	(	(	PUNCT
ajam-222	83	38	ghs	ghs	PROPN
ajam-222	83	39	)	)	PUNCT
ajam-222	83	40	wave	wave	NOUN
ajam-222	83	41	2	2	NUM
ajam-222	83	42	and	and	CCONJ
ajam-222	83	43	3	3	NUM
ajam-222	83	44	in	in	ADP
ajam-222	83	45	2013	2013	NUM
ajam-222	83	46	and	and	CCONJ
ajam-222	83	47	2015	2015	NUM
ajam-222	83	48	respectively	respectively	ADV
ajam-222	83	49	.	.	PUNCT
ajam-222	84	1	the	the	DET
ajam-222	84	2	ghs	ghs	PROPN
ajam-222	84	3	data	data	NOUN
ajam-222	84	4	sets	set	NOUN
ajam-222	84	5	used	use	VERB
ajam-222	84	6	in	in	ADP
ajam-222	84	7	this	this	DET
ajam-222	84	8	study	study	NOUN
ajam-222	84	9	covered	cover	VERB
ajam-222	84	10	pre	pre	ADJ
ajam-222	85	1	and	and	CCONJ
ajam-222	85	2	post	post	VERB
ajam-222	85	3	planting	planting	NOUN
ajam-222	85	4	season	season	NOUN
ajam-222	85	5	.	.	PUNCT
ajam-222	86	1	these	these	DET
ajam-222	86	2	two	two	NUM
ajam-222	86	3	data	datum	NOUN
ajam-222	86	4	sets	set	NOUN
ajam-222	86	5	provided	provide	VERB
ajam-222	86	6	an	an	DET
ajam-222	86	7	ambient	ambient	NOUN
ajam-222	86	8	for	for	ADP
ajam-222	86	9	analysing	analyse	VERB
ajam-222	86	10	the	the	DET
ajam-222	86	11	effects	effect	NOUN
ajam-222	86	12	agricultural	agricultural	ADJ
ajam-222	86	13	transformation	transformation	NOUN
ajam-222	86	14	that	that	PRON
ajam-222	86	15	have	have	AUX
ajam-222	86	16	taken	take	VERB
ajam-222	86	17	place	place	NOUN
ajam-222	86	18	in	in	ADP
ajam-222	86	19	the	the	DET
ajam-222	86	20	country	country	NOUN
ajam-222	86	21	with	with	ADP
ajam-222	86	22	respect	respect	NOUN
ajam-222	86	23	to	to	ADP
ajam-222	86	24	commercialization	commercialization	NOUN
ajam-222	86	25	of	of	ADP
ajam-222	86	26	agricultural	agricultural	ADJ
ajam-222	86	27	output	output	NOUN
ajam-222	86	28	among	among	ADP
ajam-222	86	29	small	small	ADJ
ajam-222	86	30	scale	scale	NOUN
ajam-222	86	31	maize	maize	NOUN
ajam-222	86	32	producing	produce	VERB
ajam-222	86	33	households	household	NOUN
ajam-222	86	34	.	.	PUNCT
ajam-222	87	1	analytical	analytical	ADJ
ajam-222	87	2	approach	approach	NOUN
ajam-222	87	3	measuring	measure	VERB
ajam-222	87	4	the	the	DET
ajam-222	87	5	extent	extent	NOUN
ajam-222	87	6	of	of	ADP
ajam-222	87	7	output	output	NOUN
ajam-222	87	8	commercialization	commercialization	NOUN
ajam-222	87	9	for	for	ADP
ajam-222	87	10	purposes	purpose	NOUN
ajam-222	87	11	of	of	ADP
ajam-222	87	12	measuring	measure	VERB
ajam-222	87	13	the	the	DET
ajam-222	87	14	extent	extent	NOUN
ajam-222	87	15	of	of	ADP
ajam-222	87	16	crop	crop	NOUN
ajam-222	87	17	commercialization	commercialization	NOUN
ajam-222	87	18	,	,	PUNCT
ajam-222	87	19	this	this	DET
ajam-222	87	20	study	study	NOUN
ajam-222	87	21	adopted	adopt	VERB
ajam-222	87	22	the	the	DET
ajam-222	87	23	approach	approach	NOUN
ajam-222	87	24	used	use	VERB
ajam-222	87	25	by	by	ADP
ajam-222	87	26	govereh	govereh	PROPN
ajam-222	87	27	et	et	PROPN
ajam-222	87	28	al	al	PROPN
ajam-222	87	29	.	.	PROPN
ajam-222	87	30	,	,	PUNCT
ajam-222	87	31	(	(	PUNCT
ajam-222	87	32	1999	1999	NUM
ajam-222	87	33	)	)	PUNCT
ajam-222	87	34	in	in	ADP
ajam-222	87	35	a	a	DET
ajam-222	87	36	study	study	NOUN
ajam-222	87	37	on	on	ADP
ajam-222	87	38	smallholder	smallholder	NOUN
ajam-222	87	39	commercialization	commercialization	NOUN
ajam-222	87	40	in	in	ADP
ajam-222	87	41	east	east	ADJ
ajam-222	87	42	and	and	CCONJ
ajam-222	87	43	southern	southern	PROPN
ajam-222	87	44	africa	africa	PROPN
ajam-222	87	45	and	and	CCONJ
ajam-222	87	46	which	which	PRON
ajam-222	87	47	was	be	AUX
ajam-222	87	48	also	also	ADV
ajam-222	87	49	used	use	VERB
ajam-222	87	50	by	by	ADP
ajam-222	87	51	strasberg	strasberg	PROPN
ajam-222	87	52	et	et	PROPN
ajam-222	87	53	al	al	PROPN
ajam-222	87	54	,	,	PUNCT
ajam-222	87	55	(	(	PUNCT
ajam-222	87	56	1999	1999	NUM
ajam-222	87	57	)	)	PUNCT
ajam-222	87	58	to	to	ADP
ajam-222	87	59	examining	examine	VERB
ajam-222	87	60	the	the	DET
ajam-222	87	61	effects	effect	NOUN
ajam-222	87	62	of	of	ADP
ajam-222	87	63	crop	crop	NOUN
ajam-222	87	64	commercialization	commercialization	NOUN
ajam-222	87	65	in	in	ADP
ajam-222	87	66	kenya	kenya	PROPN
ajam-222	87	67	.	.	PUNCT
ajam-222	88	1	this	this	DET
ajam-222	88	2	approach	approach	NOUN
ajam-222	88	3	has	have	AUX
ajam-222	88	4	been	be	AUX
ajam-222	88	5	used	use	VERB
ajam-222	88	6	by	by	ADP
ajam-222	88	7	martey	martey	PROPN
ajam-222	88	8	,	,	PUNCT
ajam-222	88	9	al	al	PROPN
ajam-222	88	10	-	-	PUNCT
ajam-222	88	11	hassan	hassan	PROPN
ajam-222	88	12	and	and	CCONJ
ajam-222	88	13	kuwornu	kuwornu	PROPN
ajam-222	88	14	(	(	PUNCT
ajam-222	88	15	2012	2012	NUM
ajam-222	88	16	)	)	PUNCT
ajam-222	88	17	and	and	CCONJ
ajam-222	88	18	olanrewaju	olanrewaju	X
ajam-222	88	19	et	et	PROPN
ajam-222	88	20	al	al	PROPN
ajam-222	88	21	,	,	PUNCT
ajam-222	88	22	(	(	PUNCT
ajam-222	88	23	2016	2016	NUM
ajam-222	88	24	)	)	PUNCT
ajam-222	88	25	.	.	PUNCT
ajam-222	89	1	the	the	DET
ajam-222	89	2	advantage	advantage	NOUN
ajam-222	89	3	of	of	ADP
ajam-222	89	4	this	this	DET
ajam-222	89	5	approach	approach	NOUN
ajam-222	89	6	over	over	ADP
ajam-222	89	7	other	other	ADJ
ajam-222	89	8	approaches	approach	NOUN
ajam-222	89	9	such	such	ADJ
ajam-222	89	10	as	as	ADP
ajam-222	89	11	profitability	profitability	NOUN
ajam-222	89	12	index	index	NOUN
ajam-222	89	13	,	,	PUNCT
ajam-222	89	14	efficiency	efficiency	NOUN
ajam-222	89	15	and	and	CCONJ
ajam-222	89	16	productivity	productivity	NOUN
ajam-222	89	17	index	index	NOUN
ajam-222	89	18	is	be	AUX
ajam-222	89	19	that	that	SCONJ
ajam-222	89	20	apart	apart	ADV
ajam-222	89	21	from	from	ADP
ajam-222	89	22	showing	show	VERB
ajam-222	89	23	the	the	DET
ajam-222	89	24	dynamics	dynamic	NOUN
ajam-222	89	25	of	of	ADP
ajam-222	89	26	output	output	NOUN
ajam-222	89	27	commercialization	commercialization	NOUN
ajam-222	89	28	among	among	ADP
ajam-222	89	29	the	the	DET
ajam-222	89	30	households	household	NOUN
ajam-222	89	31	,	,	PUNCT
ajam-222	89	32	it	it	PRON
ajam-222	89	33	also	also	ADV
ajam-222	89	34	measures	measure	VERB
ajam-222	89	35	the	the	DET
ajam-222	89	36	extent	extent	NOUN
ajam-222	89	37	of	of	ADP
ajam-222	89	38	integration	integration	NOUN
ajam-222	89	39	of	of	ADP
ajam-222	89	40	the	the	DET
ajam-222	89	41	farming	farming	NOUN
ajam-222	89	42	households	household	NOUN
ajam-222	89	43	into	into	ADP
ajam-222	89	44	the	the	DET
ajam-222	89	45	output	output	NOUN
ajam-222	89	46	markets	market	NOUN
ajam-222	89	47	.	.	PUNCT
ajam-222	90	1	where	where	SCONJ
ajam-222	90	2	panel	panel	NOUN
ajam-222	90	3	data	datum	NOUN
ajam-222	90	4	is	be	AUX
ajam-222	90	5	available	available	ADJ
ajam-222	90	6	as	as	ADP
ajam-222	90	7	the	the	DET
ajam-222	90	8	case	case	NOUN
ajam-222	90	9	of	of	ADP
ajam-222	90	10	this	this	DET
ajam-222	90	11	study	study	NOUN
ajam-222	90	12	,	,	PUNCT
ajam-222	90	13	the	the	DET
ajam-222	90	14	index	index	NOUN
ajam-222	90	15	can	can	AUX
ajam-222	90	16	be	be	AUX
ajam-222	90	17	used	use	VERB
ajam-222	90	18	to	to	PART
ajam-222	90	19	measure	measure	VERB
ajam-222	90	20	intertemporal	intertemporal	ADJ
ajam-222	90	21	shift	shift	NOUN
ajam-222	90	22	in	in	ADP
ajam-222	90	23	household	household	NOUN
ajam-222	90	24	levels	level	NOUN
ajam-222	90	25	of	of	ADP
ajam-222	90	26	commercialization	commercialization	NOUN
ajam-222	90	27	.	.	PUNCT
ajam-222	91	1	the	the	DET
ajam-222	91	2	household	household	NOUN
ajam-222	91	3	crop	crop	NOUN
ajam-222	91	4	commercialization	commercialization	NOUN
ajam-222	91	5	index	index	NOUN
ajam-222	91	6	(	(	PUNCT
ajam-222	91	7	hcci	hcci	PROPN
ajam-222	91	8	)	)	PUNCT
ajam-222	91	9	is	be	AUX
ajam-222	91	10	defined	define	VERB
ajam-222	91	11	mathematically	mathematically	ADV
ajam-222	91	12	as	as	ADP
ajam-222	91	13	:	:	PUNCT
ajam-222	91	14			X
ajam-222	91	15			X
ajam-222	91	16			NUM
ajam-222	91	17			NUM
ajam-222	92	1	n	n	CCONJ
ajam-222	92	2	i	i	PRON
ajam-222	92	3	ii	ii	VERB
ajam-222	93	1	n	n	VERB
ajam-222	93	2	i	i	PROPN
ajam-222	93	3	isi	isi	PROPN
ajam-222	93	4	qp	qp	ADV
ajam-222	93	5	qp	qp	ADP
ajam-222	93	6	hccii	hccii	PROPN
ajam-222	93	7	1	1	NUM
ajam-222	93	8	1	1	NUM
ajam-222	93	9	x	x	SYM
ajam-222	93	10	100	100	NUM
ajam-222	93	11	.................................................	.................................................	PUNCT
ajam-222	93	12	(	(	PUNCT
ajam-222	93	13	1	1	X
ajam-222	93	14	)	)	PUNCT
ajam-222	93	15	where	where	SCONJ
ajam-222	93	16	hccii	hccii	PROPN
ajam-222	93	17	is	be	AUX
ajam-222	93	18	household	household	NOUN
ajam-222	93	19	crop	crop	NOUN
ajam-222	93	20	commercialization	commercialization	NOUN
ajam-222	93	21	index	index	NOUN
ajam-222	93	22	pi	pi	NOUN
ajam-222	93	23	is	be	AUX
ajam-222	93	24	market	market	NOUN
ajam-222	93	25	price	price	NOUN
ajam-222	93	26	for	for	ADP
ajam-222	93	27	crop	crop	NOUN
ajam-222	93	28	i	i	PRON
ajam-222	93	29	qi	qi	VERB
ajam-222	93	30	is	be	AUX
ajam-222	93	31	quantity	quantity	NOUN
ajam-222	93	32	of	of	ADP
ajam-222	93	33	crop	crop	NOUN
ajam-222	93	34	i	i	PRON
ajam-222	93	35	offer	offer	VERB
ajam-222	93	36	for	for	ADP
ajam-222	93	37	sale	sale	NOUN
ajam-222	93	38	by	by	ADP
ajam-222	93	39	the	the	DET
ajam-222	93	40	household	household	NOUN
ajam-222	93	41	qi	qi	PROPN
ajam-222	93	42	is	be	AUX
ajam-222	93	43	quantity	quantity	NOUN
ajam-222	93	44	of	of	ADP
ajam-222	93	45	crop	crop	NOUN
ajam-222	93	46	i	i	PRON
ajam-222	93	47	harvested	harvest	VERB
ajam-222	93	48	by	by	ADP
ajam-222	93	49	the	the	DET
ajam-222	93	50	household	household	NOUN
ajam-222	93	51	the	the	DET
ajam-222	93	52	index	index	NOUN
ajam-222	93	53	above	above	ADV
ajam-222	93	54	can	can	AUX
ajam-222	93	55	be	be	AUX
ajam-222	93	56	interpreted	interpret	VERB
ajam-222	93	57	as	as	ADP
ajam-222	93	58	the	the	DET
ajam-222	93	59	ratio	ratio	NOUN
ajam-222	93	60	of	of	ADP
ajam-222	93	61	the	the	DET
ajam-222	93	62	gross	gross	ADJ
ajam-222	93	63	value	value	NOUN
ajam-222	93	64	or	or	CCONJ
ajam-222	93	65	quantities	quantity	NOUN
ajam-222	93	66	of	of	ADP
ajam-222	93	67	crop	crop	NOUN
ajam-222	93	68	sold	sell	VERB
ajam-222	93	69	to	to	ADP
ajam-222	93	70	the	the	DET
ajam-222	93	71	gross	gross	ADJ
ajam-222	93	72	value	value	NOUN
ajam-222	93	73	or	or	CCONJ
ajam-222	93	74	total	total	ADJ
ajam-222	93	75	quantities	quantity	NOUN
ajam-222	93	76	of	of	ADP
ajam-222	93	77	the	the	DET
ajam-222	93	78	crop	crop	NOUN
ajam-222	93	79	produced	produce	VERB
ajam-222	93	80	in	in	ADP
ajam-222	93	81	that	that	DET
ajam-222	93	82	particular	particular	ADJ
ajam-222	93	83	year	year	NOUN
ajam-222	93	84	.	.	PUNCT
ajam-222	94	1	this	this	DET
ajam-222	94	2	index	index	NOUN
ajam-222	94	3	measures	measure	VERB
ajam-222	94	4	the	the	DET
ajam-222	94	5	extent	extent	NOUN
ajam-222	94	6	to	to	PART
ajam-222	94	7	which	which	PRON
ajam-222	94	8	household	household	NOUN
ajam-222	94	9	crop	crop	NOUN
ajam-222	94	10	production	production	NOUN
ajam-222	94	11	is	be	AUX
ajam-222	94	12	oriented	orient	VERB
ajam-222	94	13	toward	toward	ADP
ajam-222	94	14	the	the	DET
ajam-222	94	15	market	market	NOUN
ajam-222	94	16	.	.	PUNCT
ajam-222	95	1	a	a	DET
ajam-222	95	2	value	value	NOUN
ajam-222	95	3	of	of	ADP
ajam-222	95	4	zero	zero	NUM
ajam-222	95	5	would	would	AUX
ajam-222	95	6	signify	signify	VERB
ajam-222	95	7	a	a	DET
ajam-222	95	8	totally	totally	ADV
ajam-222	95	9	subsistence	subsistence	NOUN
ajam-222	95	10	oriented	orient	VERB
ajam-222	95	11	household	household	NOUN
ajam-222	95	12	;	;	PUNCT
ajam-222	95	13	the	the	PRON
ajam-222	95	14	closer	close	ADJ
ajam-222	95	15	the	the	DET
ajam-222	95	16	index	index	NOUN
ajam-222	95	17	is	be	AUX
ajam-222	95	18	to	to	ADP
ajam-222	95	19	100	100	NUM
ajam-222	95	20	,	,	PUNCT
ajam-222	95	21	the	the	PRON
ajam-222	95	22	higher	high	ADJ
ajam-222	95	23	the	the	DET
ajam-222	95	24	degree	degree	NOUN
ajam-222	95	25	of	of	ADP
ajam-222	95	26	commercialisation.the	commercialisation.the	DET
ajam-222	95	27	advantage	advantage	NOUN
ajam-222	95	28	of	of	ADP
ajam-222	95	29	this	this	DET
ajam-222	95	30	approach	approach	NOUN
ajam-222	95	31	is	be	AUX
ajam-222	95	32	that	that	PRON
ajam-222	95	33	commercialisation	commercialisation	NOUN
ajam-222	95	34	is	be	AUX
ajam-222	95	35	treated	treat	VERB
ajam-222	95	36	as	as	ADP
ajam-222	95	37	a	a	DET
ajam-222	95	38	continuum	continuum	NOUN
ajam-222	95	39	thereby	thereby	ADV
ajam-222	95	40	avoiding	avoid	VERB
ajam-222	95	41	crude	crude	ADJ
ajam-222	95	42	distinction	distinction	NOUN
ajam-222	95	43	between	between	ADP
ajam-222	95	44	“	"	PUNCT
ajam-222	95	45	commercialised	commercialise	VERB
ajam-222	95	46	”	"	PUNCT
ajam-222	95	47	and	and	CCONJ
ajam-222	95	48	“	"	PUNCT
ajam-222	95	49	noncommercialized	noncommercialize	VERB
ajam-222	95	50	”	"	PUNCT
ajam-222	95	51	households	household	NOUN
ajam-222	95	52	.	.	PUNCT
ajam-222	96	1	the	the	PRON
ajam-222	96	2	hcciieffectively	hcciieffectively	ADV
ajam-222	96	3	bring	bring	VERB
ajam-222	96	4	subsistence	subsistence	NOUN
ajam-222	96	5	food	food	NOUN
ajam-222	96	6	production	production	NOUN
ajam-222	96	7	to	to	ADP
ajam-222	96	8	the	the	DET
ajam-222	96	9	centre	centre	NOUN
ajam-222	96	10	of	of	ADP
ajam-222	96	11	discussions	discussion	NOUN
ajam-222	96	12	about	about	ADP
ajam-222	96	13	commercialisation	commercialisation	NOUN
ajam-222	96	14	.	.	PUNCT
ajam-222	97	1	analysing	analyse	VERB
ajam-222	97	2	the	the	DET
ajam-222	97	3	determinants	determinant	NOUN
ajam-222	97	4	of	of	ADP
ajam-222	97	5	agricultural	agricultural	ADJ
ajam-222	97	6	output	output	NOUN
ajam-222	97	7	commercialization	commercialization	NOUN
ajam-222	97	8	most	most	ADJ
ajam-222	97	9	studies	study	NOUN
ajam-222	97	10	have	have	AUX
ajam-222	97	11	modeled	model	VERB
ajam-222	97	12	agricultural	agricultural	ADJ
ajam-222	97	13	commercialisation	commercialisation	NOUN
ajam-222	97	14	as	as	ADP
ajam-222	97	15	a	a	DET
ajam-222	97	16	two	two	NUM
ajam-222	97	17	-	-	PUNCT
ajam-222	97	18	step	step	NOUN
ajam-222	97	19	analytical	analytical	ADJ
ajam-222	97	20	approaches	approach	NOUN
ajam-222	97	21	involving	involve	VERB
ajam-222	97	22	the	the	DET
ajam-222	97	23	unobservable	unobservable	ADJ
ajam-222	97	24	decision	decision	NOUN
ajam-222	97	25	to	to	AUX
ajam-222	97	26	commercialise	commercialise	VERB
ajam-222	97	27	and	and	CCONJ
ajam-222	97	28	the	the	DET
ajam-222	97	29	observed	observe	VERB
ajam-222	97	30	degree	degree	NOUN
ajam-222	97	31	or	or	CCONJ
ajam-222	97	32	extent	extent	NOUN
ajam-222	97	33	of	of	ADP
ajam-222	97	34	commercialisation	commercialisation	NOUN
ajam-222	97	35	(	(	PUNCT
ajam-222	97	36	alene	alene	PROPN
ajam-222	97	37	et	et	PROPN
ajam-222	97	38	al	al	PROPN
ajam-222	97	39	.	.	PROPN
ajam-222	97	40	,	,	PUNCT
ajam-222	97	41	2008	2008	NUM
ajam-222	97	42	)	)	PUNCT
ajam-222	97	43	.	.	PUNCT
ajam-222	98	1	this	this	PRON
ajam-222	98	2	is	be	AUX
ajam-222	98	3	the	the	DET
ajam-222	98	4	heckman	heckman	PROPN
ajam-222	98	5	selection	selection	PROPN
ajam-222	98	6	approaches	approach	NOUN
ajam-222	98	7	which	which	PRON
ajam-222	98	8	usually	usually	ADV
ajam-222	98	9	ask	ask	VERB
ajam-222	98	10	question	question	NOUN
ajam-222	98	11	“	"	PUNCT
ajam-222	98	12	conditional	conditional	ADJ
ajam-222	98	13	on	on	ADP
ajam-222	98	14	selection	selection	NOUN
ajam-222	98	15	into	into	ADP
ajam-222	98	16	the	the	DET
ajam-222	98	17	market	market	NOUN
ajam-222	98	18	and	and	CCONJ
ajam-222	98	19	what	what	PRON
ajam-222	98	20	influences	influence	VERB
ajam-222	98	21	the	the	DET
ajam-222	98	22	amount	amount	NOUN
ajam-222	98	23	supplied	supply	VERB
ajam-222	98	24	by	by	ADP
ajam-222	98	25	farmers	farmer	NOUN
ajam-222	98	26	and	and	CCONJ
ajam-222	98	27	in	in	ADP
ajam-222	98	28	most	most	ADJ
ajam-222	98	29	cases	case	NOUN
ajam-222	98	30	,	,	PUNCT
ajam-222	98	31	probit	probit	NOUN
ajam-222	98	32	models	model	NOUN
ajam-222	98	33	are	be	AUX
ajam-222	98	34	estimated	estimate	VERB
ajam-222	98	35	which	which	PRON
ajam-222	98	36	may	may	AUX
ajam-222	98	37	not	not	PART
ajam-222	98	38	properly	properly	ADV
ajam-222	98	39	capture	capture	VERB
ajam-222	98	40	some	some	PRON
ajam-222	98	41	of	of	ADP
ajam-222	98	42	the	the	DET
ajam-222	98	43	characteristics	characteristic	NOUN
ajam-222	98	44	of	of	ADP
ajam-222	98	45	a	a	DET
ajam-222	98	46	censored	censored	ADJ
ajam-222	98	47	data	datum	NOUN
ajam-222	98	48	.	.	PUNCT
ajam-222	99	1	however	however	ADV
ajam-222	99	2	,	,	PUNCT
ajam-222	99	3	in	in	ADP
ajam-222	99	4	order	order	NOUN
ajam-222	99	5	to	to	PART
ajam-222	99	6	properly	properly	ADV
ajam-222	99	7	address	address	VERB
ajam-222	99	8	the	the	DET
ajam-222	99	9	many	many	ADJ
ajam-222	99	10	and	and	CCONJ
ajam-222	99	11	varied	varied	ADJ
ajam-222	99	12	research	research	NOUN
ajam-222	99	13	questions	question	NOUN
ajam-222	99	14	in	in	ADP
ajam-222	99	15	this	this	DET
ajam-222	99	16	study	study	NOUN
ajam-222	99	17	,	,	PUNCT
ajam-222	99	18	the	the	DET
ajam-222	99	19	tobit	tobit	NOUN
ajam-222	99	20	regression	regression	NOUN
ajam-222	99	21	approach	approach	NOUN
ajam-222	99	22	was	be	AUX
ajam-222	99	23	adopted	adopt	VERB
ajam-222	99	24	following	follow	VERB
ajam-222	99	25	martey	martey	PROPN
ajam-222	99	26	,	,	PUNCT
ajam-222	99	27	alhassan	alhassan	ADJ
ajam-222	99	28	and	and	CCONJ
ajam-222	99	29	kumornu	kumornu	NOUN
ajam-222	99	30	,	,	PUNCT
ajam-222	99	31	(	(	PUNCT
ajam-222	99	32	2012	2012	NUM
ajam-222	99	33	)	)	PUNCT
ajam-222	99	34	.	.	PUNCT
ajam-222	100	1	although	although	SCONJ
ajam-222	100	2	there	there	PRON
ajam-222	100	3	are	be	VERB
ajam-222	100	4	divers‟	divers‟	ADP
ajam-222	100	5	issues	issue	NOUN
ajam-222	100	6	related	relate	VERB
ajam-222	100	7	to	to	ADP
ajam-222	100	8	agricultural	agricultural	ADJ
ajam-222	100	9	commercialisation	commercialisation	NOUN
ajam-222	100	10	and	and	CCONJ
ajam-222	100	11	its	its	PRON
ajam-222	100	12	determinants	determinant	NOUN
ajam-222	100	13	as	as	ADP
ajam-222	100	14	found	find	VERB
ajam-222	100	15	empirical	empirical	ADJ
ajam-222	100	16	literatures	literature	NOUN
ajam-222	100	17	,	,	PUNCT
ajam-222	100	18	in	in	ADP
ajam-222	100	19	order	order	NOUN
ajam-222	100	20	to	to	PART
ajam-222	100	21	address	address	VERB
ajam-222	100	22	trends	trend	NOUN
ajam-222	100	23	in	in	ADP
ajam-222	100	24	commercialisation	commercialisation	NOUN
ajam-222	100	25	at	at	ADP
ajam-222	100	26	household	household	NOUN
ajam-222	100	27	level	level	NOUN
ajam-222	100	28	,	,	PUNCT
ajam-222	100	29	the	the	DET
ajam-222	100	30	central	central	ADJ
ajam-222	100	31	explanatory	explanatory	ADJ
ajam-222	100	32	variables	variable	NOUN
ajam-222	100	33	will	will	AUX
ajam-222	100	34	be	be	AUX
ajam-222	100	35	those	those	PRON
ajam-222	100	36	related	relate	VERB
ajam-222	100	37	to	to	ADP
ajam-222	100	38	the	the	DET
ajam-222	100	39	farmer	farmer	NOUN
ajam-222	100	40	household	household	NOUN
ajam-222	100	41	and	and	CCONJ
ajam-222	100	42	farm	farm	NOUN
ajam-222	100	43	characteristics	characteristic	NOUN
ajam-222	100	44	and	and	CCONJ
ajam-222	100	45	markets	market	NOUN
ajam-222	100	46	factors	factor	NOUN
ajam-222	100	47	.	.	PUNCT
ajam-222	101	1	the	the	DET
ajam-222	101	2	general	general	ADJ
ajam-222	101	3	implicit	implicit	ADJ
ajam-222	101	4	model	model	NOUN
ajam-222	101	5	is	be	AUX
ajam-222	101	6	simply	simply	ADV
ajam-222	101	7	specified	specify	VERB
ajam-222	101	8	as	as	ADP
ajam-222	101	9	:	:	PUNCT
ajam-222	101	10	yj	yj	PROPN
ajam-222	101	11	*	*	PUNCT
ajam-222	102	1	=	=	SYM
ajam-222	102	2	f(h	f(h	PROPN
ajam-222	102	3	,	,	PUNCT
ajam-222	102	4	f	f	PROPN
ajam-222	102	5	,	,	PUNCT
ajam-222	102	6	m	m	PROPN
ajam-222	102	7	)	)	PUNCT
ajam-222	102	8	,	,	PUNCT
ajam-222	102	9	)	)	PUNCT
ajam-222	102	10	.......................................................	.......................................................	PUNCT
ajam-222	103	1	(	(	PUNCT
ajam-222	103	2	2	2	X
ajam-222	103	3	)	)	PUNCT
ajam-222	103	4	where	where	SCONJ
ajam-222	103	5	,	,	PUNCT
ajam-222	103	6	yj	yj	PROPN
ajam-222	103	7	*	*	AUX
ajam-222	103	8	is	be	AUX
ajam-222	103	9	defined	define	VERB
ajam-222	103	10	as	as	ADP
ajam-222	103	11	percentage	percentage	NOUN
ajam-222	103	12	of	of	ADP
ajam-222	103	13	output	output	NOUN
ajam-222	103	14	soldand	soldand	NOUN
ajam-222	104	1	f	f	NOUN
ajam-222	104	2	,	,	PUNCT
ajam-222	104	3	h	h	NOUN
ajam-222	104	4	and	and	CCONJ
ajam-222	104	5	m	m	PROPN
ajam-222	104	6	are	be	AUX
ajam-222	104	7	vectors	vector	NOUN
ajam-222	104	8	of	of	ADP
ajam-222	104	9	households	household	NOUN
ajam-222	104	10	,	,	PUNCT
ajam-222	104	11	farm	farm	NOUN
ajam-222	104	12	characteristics	characteristic	NOUN
ajam-222	104	13	and	and	CCONJ
ajam-222	104	14	market	market	NOUN
ajam-222	104	15	factors	factor	NOUN
ajam-222	104	16	capable	capable	ADJ
ajam-222	104	17	of	of	ADP
ajam-222	104	18	explaining	explain	VERB
ajam-222	104	19	them	they	PRON
ajam-222	104	20	.	.	PUNCT
ajam-222	105	1	details	detail	NOUN
ajam-222	105	2	of	of	ADP
ajam-222	105	3	the	the	DET
ajam-222	105	4	various	various	ADJ
ajam-222	105	5	components	component	NOUN
ajam-222	105	6	of	of	ADP
ajam-222	105	7	each	each	PRON
ajam-222	105	8	of	of	ADP
ajam-222	105	9	the	the	DET
ajam-222	105	10	explanatory	explanatory	ADJ
ajam-222	105	11	variables	variable	NOUN
ajam-222	105	12	are	be	AUX
ajam-222	105	13	listed	list	VERB
ajam-222	105	14	in	in	ADP
ajam-222	105	15	table	table	NOUN
ajam-222	105	16	1	1	NUM
ajam-222	105	17	.	.	PUNCT
ajam-222	106	1	the	the	DET
ajam-222	106	2	tobit	tobit	NOUN
ajam-222	106	3	regression	regression	NOUN
ajam-222	106	4	approach	approach	NOUN
ajam-222	106	5	wasemployed	wasemploye	VERB
ajam-222	106	6	to	to	PART
ajam-222	106	7	quantify	quantify	VERB
ajam-222	106	8	the	the	DET
ajam-222	106	9	magnitude	magnitude	NOUN
ajam-222	106	10	and	and	CCONJ
ajam-222	106	11	direction	direction	NOUN
ajam-222	106	12	of	of	ADP
ajam-222	106	13	the	the	DET
ajam-222	106	14	effects	effect	NOUN
ajam-222	106	15	of	of	ADP
ajam-222	106	16	the	the	DET
ajam-222	106	17	factors	factor	NOUN
ajam-222	106	18	influencing	influence	VERB
ajam-222	106	19	commercialisation	commercialisation	NOUN
ajam-222	106	20	of	of	ADP
ajam-222	106	21	the	the	DET
ajam-222	106	22	smallholder	smallholder	NOUN
ajam-222	106	23	producers	producer	NOUN
ajam-222	106	24	(	(	PUNCT
ajam-222	106	25	alene	alene	PROPN
ajam-222	106	26	et	et	PROPN
ajam-222	106	27	al	al	PROPN
ajam-222	106	28	.	.	PROPN
ajam-222	106	29	,	,	PUNCT
ajam-222	106	30	2008	2008	NUM
ajam-222	106	31	)	)	PUNCT
ajam-222	106	32	.	.	PUNCT
ajam-222	107	1	the	the	DET
ajam-222	107	2	tobit	tobit	NOUN
ajam-222	107	3	or	or	CCONJ
ajam-222	107	4	censored	censor	VERB
ajam-222	107	5	normal	normal	ADJ
ajam-222	107	6	regression	regression	NOUN
ajam-222	107	7	model	model	NOUN
ajam-222	107	8	assumes	assume	VERB
ajam-222	107	9	that	that	SCONJ
ajam-222	107	10	the	the	DET
ajam-222	107	11	observed	observe	VERB
ajam-222	107	12	dependent	dependent	ADJ
ajam-222	107	13	variables	variable	NOUN
ajam-222	107	14	for	for	ADP
ajam-222	107	15	observations	observation	NOUN
ajam-222	107	16	j	j	NOUN
ajam-222	107	17	=	=	SYM
ajam-222	107	18	1	1	NUM
ajam-222	107	19	,	,	PUNCT
ajam-222	107	20	…	…	PUNCT
ajam-222	107	21	,	,	PUNCT
ajam-222	107	22	n	n	PRON
ajam-222	107	23	satisfy	satisfy	VERB
ajam-222	107	24	:	:	PUNCT
ajam-222	107	25	yj	yj	PROPN
ajam-222	107	26	=	=	PROPN
ajam-222	107	27	max	max	PROPN
ajam-222	107	28	(	(	PUNCT
ajam-222	107	29	yj	yj	PROPN
ajam-222	107	30	*	*	PUNCT
ajam-222	107	31	,	,	PUNCT
ajam-222	107	32	0	0	NUM
ajam-222	107	33	)	)	PUNCT
ajam-222	107	34	(	(	PUNCT
ajam-222	107	35	3	3	X
ajam-222	107	36	)	)	PUNCT
ajam-222	107	37	theyj	theyj	NOUN
ajam-222	107	38	*	*	PUNCT
ajam-222	107	39	s	s	NOUN
ajam-222	107	40	are	be	AUX
ajam-222	107	41	latent	latent	ADJ
ajam-222	107	42	variables	variable	NOUN
ajam-222	107	43	generated	generate	VERB
ajam-222	107	44	by	by	ADP
ajam-222	107	45	the	the	DET
ajam-222	107	46	classical	classical	ADJ
ajam-222	107	47	linear	linear	PROPN
ajam-222	107	48	regression	regression	NOUN
ajam-222	107	49	model	model	NOUN
ajam-222	107	50	:	:	PUNCT
ajam-222	107	51	y*j	y*j	NOUN
ajam-222	107	52	=	=	PUNCT
ajam-222	107	53	β	β	NOUN
ajam-222	107	54	'	'	PUNCT
ajam-222	107	55	xj+	xj+	PROPN
ajam-222	107	56	uj	uj	PROPN
ajam-222	107	57	,	,	PUNCT
ajam-222	107	58	yj	yj	PROPN
ajam-222	107	59	=	=	X
ajam-222	107	60	{	{	PUNCT
ajam-222	107	61	{	{	PUNCT
ajam-222	107	62	y*j	y*j	PROPN
ajam-222	107	63	y*j	y*j	PROPN
ajam-222	107	64	>	>	X
ajam-222	107	65	0	0	PUNCT
ajam-222	108	1	and	and	CCONJ
ajam-222	108	2	0	0	NUM
ajam-222	108	3	if	if	SCONJ
ajam-222	108	4	y*j	y*j	NOUN
ajam-222	108	5	≤	≤	NOUN
ajam-222	108	6	0	0	NUM
ajam-222	109	1	(	(	PUNCT
ajam-222	109	2	4	4	NUM
ajam-222	109	3	)	)	PUNCT
ajam-222	109	4	where	where	SCONJ
ajam-222	109	5	xjdenotes	xjdenotes	PROPN
ajam-222	109	6	vector	vector	NOUN
ajam-222	109	7	of	of	ADP
ajam-222	109	8	regressorsincluding1	regressorsincluding1	NOUN
ajam-222	109	9	for	for	ADP
ajam-222	109	10	the	the	DET
ajam-222	109	11	intercept	intercept	NOUN
ajam-222	109	12	and	and	CCONJ
ajam-222	109	13	β	β	X
ajam-222	109	14	isthe	isthe	ADJ
ajam-222	109	15	corresponding	correspond	VERB
ajam-222	109	16	vector	vector	NOUN
ajam-222	109	17	of	of	ADP
ajam-222	109	18	parameters	parameter	NOUN
ajam-222	109	19	.	.	PUNCT
ajam-222	110	1	the	the	DET
ajam-222	110	2	model	model	NOUN
ajam-222	110	3	errors	error	NOUN
ajam-222	110	4	uj	uj	PROPN
ajam-222	110	5	are	be	AUX
ajam-222	110	6	assumed	assume	VERB
ajam-222	110	7	to	to	PART
ajam-222	110	8	be	be	AUX
ajam-222	110	9	independently	independently	ADV
ajam-222	110	10	normally	normally	ADV
ajam-222	110	11	distributed	distribute	VERB
ajam-222	110	12	:	:	PUNCT
ajam-222	110	13	uj	uj	PROPN
ajam-222	110	14	˜	˜	PROPN
ajam-222	110	15	n	n	PROPN
ajam-222	110	16	(	(	PUNCT
ajam-222	110	17	0	0	NUM
ajam-222	110	18	,	,	PUNCT
ajam-222	110	19	σ2	σ2	ADJ
ajam-222	110	20	)	)	PUNCT
ajam-222	110	21	table	table	NOUN
ajam-222	110	22	1	1	NUM
ajam-222	110	23	.	.	PUNCT
ajam-222	110	24	description	description	NOUN
ajam-222	110	25	and	and	CCONJ
ajam-222	110	26	measurement	measurement	NOUN
ajam-222	110	27	of	of	ADP
ajam-222	110	28	variables	variable	NOUN
ajam-222	110	29	.	.	PUNCT
ajam-222	111	1	variable	variable	ADJ
ajam-222	111	2	name	name	NOUN
ajam-222	111	3	description	description	NOUN
ajam-222	111	4	measurement	measurement	NOUN
ajam-222	111	5	sex	sex	NOUN
ajam-222	111	6	sex	sex	NOUN
ajam-222	111	7	of	of	ADP
ajam-222	111	8	household	household	NOUN
ajam-222	111	9	head	head	NOUN
ajam-222	111	10	dummy	dummy	NOUN
ajam-222	111	11	(	(	PUNCT
ajam-222	111	12	male=1	male=1	NOUN
ajam-222	111	13	)	)	PUNCT
ajam-222	111	14	age	age	NOUN
ajam-222	111	15	age	age	NOUN
ajam-222	111	16	of	of	ADP
ajam-222	111	17	household	household	NOUN
ajam-222	111	18	head	head	NOUN
ajam-222	111	19	years	year	NOUN
ajam-222	111	20	marital	marital	ADJ
ajam-222	111	21	status	status	NOUN
ajam-222	111	22	marital	marital	ADJ
ajam-222	111	23	status	status	NOUN
ajam-222	111	24	of	of	ADP
ajam-222	111	25	household	household	NOUN
ajam-222	111	26	head	head	NOUN
ajam-222	111	27	dummy	dummy	NOUN
ajam-222	111	28	(	(	PUNCT
ajam-222	111	29	married=1	married=1	X
ajam-222	111	30	)	)	PUNCT
ajam-222	111	31	location	location	NOUN
ajam-222	111	32	location	location	NOUN
ajam-222	111	33	of	of	ADP
ajam-222	111	34	households	household	NOUN
ajam-222	111	35	dummy	dummy	NOUN
ajam-222	111	36	(	(	PUNCT
ajam-222	111	37	rural=1	rural=1	NOUN
ajam-222	111	38	)	)	PUNCT
ajam-222	111	39	crop	crop	NOUN
ajam-222	111	40	pattern	pattern	NOUN
ajam-222	111	41	cropping	cropping	NOUN
ajam-222	111	42	pattern	pattern	NOUN
ajam-222	111	43	adopted	adopt	VERB
ajam-222	111	44	by	by	ADP
ajam-222	111	45	households	household	NOUN
ajam-222	111	46	dummy	dummy	NOUN
ajam-222	111	47	(	(	PUNCT
ajam-222	111	48	mixed	mixed	ADJ
ajam-222	111	49	cropping=1	cropping=1	PROPN
ajam-222	111	50	)	)	PUNCT
ajam-222	111	51	land	land	NOUN
ajam-222	111	52	area	area	NOUN
ajam-222	111	53	total	total	ADJ
ajam-222	111	54	land	land	NOUN
ajam-222	111	55	area	area	NOUN
ajam-222	111	56	cultivated	cultivate	VERB
ajam-222	111	57	to	to	PART
ajam-222	111	58	maize	maize	VERB
ajam-222	111	59	by	by	ADP
ajam-222	111	60	households	household	NOUN
ajam-222	111	61	hectares	hectare	NOUN
ajam-222	111	62	store	store	NOUN
ajam-222	111	63	sale	sale	NOUN
ajam-222	111	64	quantity	quantity	NOUN
ajam-222	111	65	of	of	ADP
ajam-222	111	66	output	output	NOUN
ajam-222	111	67	stored	store	VERB
ajam-222	111	68	for	for	ADP
ajam-222	111	69	future	future	ADJ
ajam-222	111	70	sale	sale	NOUN
ajam-222	111	71	kg	kg	X
ajam-222	111	72	store	store	NOUN
ajam-222	111	73	seed	seed	NOUN
ajam-222	111	74	quantity	quantity	NOUN
ajam-222	111	75	of	of	ADP
ajam-222	111	76	output	output	NOUN
ajam-222	111	77	store	store	NOUN
ajam-222	111	78	for	for	ADP
ajam-222	111	79	seed	seed	NOUN
ajam-222	111	80	next	next	ADJ
ajam-222	111	81	year	year	NOUN
ajam-222	111	82	kg	kg	NOUN
ajam-222	111	83	plot	plot	NOUN
ajam-222	111	84	manage	manage	NOUN
ajam-222	111	85	who	who	PRON
ajam-222	111	86	control	control	VERB
ajam-222	111	87	and	and	CCONJ
ajam-222	111	88	manages	manage	VERB
ajam-222	111	89	the	the	DET
ajam-222	111	90	plot	plot	NOUN
ajam-222	111	91	dummy	dummy	NOUN
ajam-222	111	92	(	(	PUNCT
ajam-222	111	93	female	female	ADJ
ajam-222	111	94	spouse=1	spouse=1	PROPN
ajam-222	111	95	)	)	PUNCT
ajam-222	111	96	price	price	NOUN
ajam-222	111	97	log	log	NOUN
ajam-222	111	98	of	of	ADP
ajam-222	111	99	market	market	NOUN
ajam-222	111	100	price	price	NOUN
ajam-222	111	101	of	of	ADP
ajam-222	111	102	maize	maize	NOUN
ajam-222	111	103	output	output	NOUN
ajam-222	111	104	n	n	CCONJ
ajam-222	111	105	/	/	SYM
ajam-222	111	106	kg	kg	NOUN
ajam-222	111	107	an	an	DET
ajam-222	111	108	observation	observation	NOUN
ajam-222	111	109	of	of	ADP
ajam-222	111	110	0‟s	0‟s	NOUN
ajam-222	111	111	on	on	ADP
ajam-222	111	112	the	the	DET
ajam-222	111	113	dependent	dependent	ADJ
ajam-222	111	114	variable	variable	NOUN
ajam-222	111	115	could	could	AUX
ajam-222	111	116	mean	mean	VERB
ajam-222	111	117	either	either	CCONJ
ajam-222	111	118	a	a	DET
ajam-222	111	119	“	"	PUNCT
ajam-222	111	120	true	true	ADJ
ajam-222	111	121	”	"	PUNCT
ajam-222	111	122	0	0	NUM
ajam-222	111	123	or	or	CCONJ
ajam-222	111	124	censored	censor	VERB
ajam-222	111	125	data	datum	NOUN
ajam-222	111	126	or	or	CCONJ
ajam-222	111	127	yj	yj	PROPN
ajam-222	111	128	would	would	AUX
ajam-222	111	129	always	always	ADV
ajam-222	111	130	equal	equal	VERB
ajam-222	111	131	y*j	y*j	NOUN
ajam-222	111	132	and	and	CCONJ
ajam-222	111	133	the	the	DET
ajam-222	111	134	true	true	ADJ
ajam-222	111	135	model	model	NOUN
ajam-222	111	136	would	would	AUX
ajam-222	111	137	be	be	AUX
ajam-222	111	138	linear	linear	ADJ
ajam-222	111	139	regression	regression	NOUN
ajam-222	111	140	and	and	CCONJ
ajam-222	111	141	not	not	PART
ajam-222	111	142	tobit	tobit	NOUN
ajam-222	111	143	.	.	PUNCT
ajam-222	112	1	following	follow	VERB
ajam-222	112	2	from	from	ADP
ajam-222	112	3	the	the	DET
ajam-222	112	4	aforementioned	aforementioned	ADJ
ajam-222	112	5	discussion	discussion	NOUN
ajam-222	112	6	,	,	PUNCT
ajam-222	112	7	the	the	DET
ajam-222	112	8	empirical	empirical	ADJ
ajam-222	112	9	model	model	NOUN
ajam-222	112	10	for	for	ADP
ajam-222	112	11	quantifying	quantify	VERB
ajam-222	112	12	the	the	DET
ajam-222	112	13	factors	factor	NOUN
ajam-222	112	14	which	which	PRON
ajam-222	112	15	influence	influence	VERB
ajam-222	112	16	the	the	DET
ajam-222	112	17	intensity	intensity	NOUN
ajam-222	112	18	of	of	ADP
ajam-222	112	19	crop	crop	NOUN
ajam-222	112	20	output	output	NOUN
ajam-222	112	21	commercialisation	commercialisation	NOUN
ajam-222	112	22	is	be	AUX
ajam-222	112	23	specified	specify	VERB
ajam-222	112	24	as	as	SCONJ
ajam-222	112	25	follows	follow	VERB
ajam-222	112	26	:	:	PUNCT
ajam-222	113	1	yj	yj	PROPN
ajam-222	113	2	*	*	PUNCT
ajam-222	114	1	=	=	PUNCT
ajam-222	114	2	β0	β0	PROPN
ajam-222	114	3	+	+	CCONJ
ajam-222	114	4	β1sex	β1sex	PUNCT
ajam-222	115	1	+	+	CCONJ
ajam-222	115	2	β2age	β2age	NOUN
ajam-222	116	1	+	+	CCONJ
ajam-222	116	2	β3martstat	β3martstat	ADJ
ajam-222	116	3	+	+	CCONJ
ajam-222	116	4	β4loc	β4loc	PRON
ajam-222	117	1	+	+	CCONJ
ajam-222	117	2	β5croppat	β5croppat	PRON
ajam-222	117	3	+	+	CCONJ
ajam-222	117	4	β6area	β6area	VERB
ajam-222	117	5	+	+	CCONJ
ajam-222	117	6	β7ssale	β7ssale	ADV
ajam-222	118	1	+	+	CCONJ
ajam-222	118	2	β8sseedj	β8sseedj	ADJ
ajam-222	118	3	+	+	CCONJ
ajam-222	118	4	β9pmn+	β9pmn+	NOUN
ajam-222	118	5	β10logp	β10logp	NOUN
ajam-222	118	6	(	(	PUNCT
ajam-222	118	7	5	5	NUM
ajam-222	118	8	)	)	PUNCT
ajam-222	119	1	where	where	SCONJ
ajam-222	119	2	yj	yj	PROPN
ajam-222	119	3	*	*	PROPN
ajam-222	119	4	is	be	AUX
ajam-222	119	5	the	the	DET
ajam-222	119	6	proportion	proportion	NOUN
ajam-222	119	7	of	of	ADP
ajam-222	119	8	output	output	NOUN
ajam-222	119	9	of	of	ADP
ajam-222	119	10	maize	maize	NOUN
ajam-222	119	11	that	that	PRON
ajam-222	119	12	was	be	AUX
ajam-222	119	13	sold	sell	VERB
ajam-222	119	14	.	.	PUNCT
ajam-222	120	1	the	the	DET
ajam-222	120	2	explanatory	explanatory	ADJ
ajam-222	120	3	variables	variable	NOUN
ajam-222	120	4	are	be	AUX
ajam-222	120	5	as	as	ADP
ajam-222	120	6	defined	define	VERB
ajam-222	120	7	in	in	ADP
ajam-222	120	8	table	table	NOUN
ajam-222	120	9	1	1	NUM
ajam-222	120	10	.	.	PUNCT
ajam-222	121	1	marginal	marginal	ADJ
ajam-222	121	2	effects	effect	NOUN
ajam-222	121	3	tobit	tobit	PROPN
ajam-222	121	4	model	model	NOUN
ajam-222	121	5	parameters	parameter	NOUN
ajam-222	121	6	do	do	AUX
ajam-222	121	7	not	not	PART
ajam-222	121	8	directly	directly	ADV
ajam-222	121	9	correspond	correspond	VERB
ajam-222	121	10	to	to	ADP
ajam-222	121	11	changes	change	NOUN
ajam-222	121	12	in	in	ADP
ajam-222	121	13	the	the	DET
ajam-222	121	14	dependent	dependent	ADJ
ajam-222	121	15	variable	variable	NOUN
ajam-222	121	16	brought	bring	VERB
ajam-222	121	17	about	about	ADP
ajam-222	121	18	by	by	ADP
ajam-222	121	19	changes	change	NOUN
ajam-222	121	20	in	in	ADP
ajam-222	121	21	independent	independent	ADJ
ajam-222	121	22	variables	variable	NOUN
ajam-222	121	23	.	.	PUNCT
ajam-222	122	1	according	accord	VERB
ajam-222	122	2	to	to	ADP
ajam-222	122	3	greene	greene	PROPN
ajam-222	122	4	(	(	PUNCT
ajam-222	122	5	2003	2003	NUM
ajam-222	122	6	)	)	PUNCT
ajam-222	122	7	,	,	PUNCT
ajam-222	122	8	the	the	DET
ajam-222	122	9	marginal	marginal	ADJ
ajam-222	122	10	effect	effect	NOUN
ajam-222	122	11	on	on	ADP
ajam-222	122	12	the	the	DET
ajam-222	122	13	intensity	intensity	NOUN
ajam-222	122	14	of	of	ADP
ajam-222	122	15	output	output	NOUN
ajam-222	122	16	commercialisation	commercialisation	NOUN
ajam-222	122	17	due	due	ADP
ajam-222	122	18	to	to	ADP
ajam-222	122	19	changes	change	NOUN
ajam-222	122	20	in	in	ADP
ajam-222	122	21	the	the	DET
ajam-222	122	22	explanatory	explanatory	ADJ
ajam-222	122	23	variable	variable	NOUN
ajam-222	122	24	is	be	AUX
ajam-222	122	25	given	give	VERB
ajam-222	122	26	as	as	SCONJ
ajam-222	122	27	follows	follow	VERB
ajam-222	122	28	:	:	PUNCT
ajam-222	122	29			PROPN
ajam-222	122	30			PROPN
ajam-222	122	31			PROPN
ajam-222	122	32			PROPN
ajam-222	122	33			X
ajam-222	122	34			NOUN
ajam-222	122	35			NOUN
ajam-222	122	36			NOUN
ajam-222	122	37			VERB
ajam-222	122	38			PROPN
ajam-222	122	39			PROPN
ajam-222	122	40			ADJ
ajam-222	122	41			PROPN
ajam-222	122	42			PROPN
ajam-222	122	43			X
ajam-222	122	44			NOUN
ajam-222	122	45			VERB
ajam-222	122	46			PROPN
ajam-222	122	47			ADJ
ajam-222	122	48			PROPN
ajam-222	122	49			PROPN
ajam-222	122	50			NOUN
ajam-222	122	51	x	x	X
ajam-222	122	52	j	j	PROPN
ajam-222	122	53	e	e	X
ajam-222	122	54	'	'	PUNCT
ajam-222	122	55	'	'	PUNCT
ajam-222	122	56	xj	xj	PROPN
ajam-222	122	57	xj	xj	PROPN
ajam-222	122	58	j*y	j*y	PROPN
ajam-222	122	59	(	(	PUNCT
ajam-222	122	60	6	6	NUM
ajam-222	122	61	)	)	PUNCT
ajam-222	122	62	thus	thus	ADV
ajam-222	122	63	,	,	PUNCT
ajam-222	122	64	equations	equation	NOUN
ajam-222	122	65	1	1	NUM
ajam-222	122	66	and	and	CCONJ
ajam-222	122	67	6	6	NUM
ajam-222	122	68	was	be	AUX
ajam-222	122	69	estimated	estimate	VERB
ajam-222	122	70	for	for	ADP
ajam-222	122	71	small	small	ADJ
ajam-222	122	72	scale	scale	NOUN
ajam-222	122	73	maize	maize	NOUN
ajam-222	122	74	,	,	PUNCT
ajam-222	122	75	producing	produce	VERB
ajam-222	122	76	households	household	NOUN
ajam-222	122	77	results	result	NOUN
ajam-222	122	78	and	and	CCONJ
ajam-222	122	79	discussions	discussion	NOUN
ajam-222	122	80	of	of	ADP
ajam-222	122	81	the	the	DET
ajam-222	122	82	analyses	analysis	NOUN
ajam-222	122	83	changes	change	NOUN
ajam-222	122	84	in	in	ADP
ajam-222	122	85	household	household	NOUN
ajam-222	122	86	socio	socio	NOUN
ajam-222	122	87	-	-	PUNCT
ajam-222	122	88	economic	economic	ADJ
ajam-222	122	89	and	and	CCONJ
ajam-222	122	90	farm	farm	NOUN
ajam-222	122	91	characteristics	characteristic	NOUN
ajam-222	122	92	the	the	DET
ajam-222	122	93	analysis	analysis	NOUN
ajam-222	122	94	of	of	ADP
ajam-222	122	95	changes	change	NOUN
ajam-222	122	96	in	in	ADP
ajam-222	122	97	household	household	NOUN
ajam-222	122	98	and	and	CCONJ
ajam-222	122	99	farm	farm	NOUN
ajam-222	122	100	charac	charac	NOUN
ajam-222	122	101	teristics	teristic	NOUN
ajam-222	122	102	over	over	ADP
ajam-222	122	103	the	the	DET
ajam-222	122	104	two	two	NUM
ajam-222	122	105	periods	period	NOUN
ajam-222	122	106	of	of	ADP
ajam-222	122	107	the	the	DET
ajam-222	122	108	study	study	NOUN
ajam-222	122	109	was	be	AUX
ajam-222	122	110	carried	carry	VERB
ajam-222	122	111	out	out	ADP
ajam-222	122	112	for	for	ADP
ajam-222	122	113	maize	maize	NOUN
ajam-222	122	114	growing	grow	VERB
ajam-222	122	115	households	household	NOUN
ajam-222	122	116	and	and	CCONJ
ajam-222	122	117	the	the	DET
ajam-222	122	118	results	result	NOUN
ajam-222	122	119	presented	present	VERB
ajam-222	122	120	in	in	ADP
ajam-222	122	121	table	table	NOUN
ajam-222	122	122	2	2	NUM
ajam-222	122	123	.	.	PUNCT
ajam-222	123	1	the	the	DET
ajam-222	123	2	results	result	NOUN
ajam-222	123	3	indicated	indicate	VERB
ajam-222	123	4	the	the	DET
ajam-222	123	5	dominance	dominance	NOUN
ajam-222	123	6	of	of	ADP
ajam-222	123	7	male	male	ADJ
ajam-222	123	8	headed	head	VERB
ajam-222	123	9	households	household	NOUN
ajam-222	123	10	in	in	ADP
ajam-222	123	11	the	the	DET
ajam-222	123	12	sample	sample	NOUN
ajam-222	123	13	and	and	CCONJ
ajam-222	123	14	a	a	DET
ajam-222	123	15	marginal	marginal	ADJ
ajam-222	123	16	increase	increase	NOUN
ajam-222	123	17	of	of	ADP
ajam-222	123	18	about	about	ADP
ajam-222	123	19	1.5	1.5	NUM
ajam-222	123	20	per	per	ADP
ajam-222	123	21	cent	cent	NOUN
ajam-222	123	22	during	during	ADP
ajam-222	123	23	wave	wave	NOUN
ajam-222	123	24	3	3	NUM
ajam-222	123	25	.	.	PUNCT
ajam-222	123	26	similarly	similarly	ADV
ajam-222	123	27	,	,	PUNCT
ajam-222	123	28	the	the	DET
ajam-222	123	29	number	number	NOUN
ajam-222	123	30	of	of	ADP
ajam-222	123	31	household	household	NOUN
ajam-222	123	32	heads	head	NOUN
ajam-222	123	33	that	that	PRON
ajam-222	123	34	were	be	AUX
ajam-222	123	35	married	marry	VERB
ajam-222	123	36	also	also	ADV
ajam-222	123	37	increased	increase	VERB
ajam-222	123	38	marginally	marginally	ADV
ajam-222	123	39	by	by	ADP
ajam-222	123	40	about	about	ADV
ajam-222	123	41	0.5	0.5	NUM
ajam-222	123	42	per	per	ADP
ajam-222	123	43	cent	cent	NOUN
ajam-222	123	44	.	.	PUNCT
ajam-222	124	1	crop	crop	NOUN
ajam-222	124	2	management	management	NOUN
ajam-222	124	3	practices	practice	NOUN
ajam-222	124	4	indicated	indicate	VERB
ajam-222	124	5	a	a	DET
ajam-222	124	6	gradual	gradual	ADJ
ajam-222	124	7	movement	movement	NOUN
ajam-222	124	8	from	from	ADP
ajam-222	124	9	mixed	mixed	ADJ
ajam-222	124	10	cropping	cropping	NOUN
ajam-222	124	11	pattern	pattern	NOUN
ajam-222	124	12	to	to	ADP
ajam-222	124	13	mono	mono	VERB
ajam-222	124	14	cropping	crop	VERB
ajam-222	124	15	between	between	ADP
ajam-222	124	16	wave	wave	NOUN
ajam-222	124	17	2	2	NUM
ajam-222	124	18	and	and	CCONJ
ajam-222	124	19	3	3	NUM
ajam-222	124	20	.	.	X
ajam-222	124	21	management	management	NOUN
ajam-222	124	22	and	and	CCONJ
ajam-222	124	23	control	control	NOUN
ajam-222	124	24	of	of	ADP
ajam-222	124	25	plots	plot	NOUN
ajam-222	124	26	continued	continue	VERB
ajam-222	124	27	to	to	PART
ajam-222	124	28	be	be	AUX
ajam-222	124	29	dominated	dominate	VERB
ajam-222	124	30	by	by	ADP
ajam-222	124	31	male	male	ADJ
ajam-222	124	32	spouse	spouse	NOUN
ajam-222	124	33	as	as	ADP
ajam-222	124	34	proportion	proportion	NOUN
ajam-222	124	35	of	of	ADP
ajam-222	124	36	female	female	ADJ
ajam-222	124	37	managed	manage	VERB
ajam-222	124	38	plots	plot	NOUN
ajam-222	124	39	within	within	ADP
ajam-222	124	40	the	the	DET
ajam-222	124	41	households	household	NOUN
ajam-222	124	42	declined	decline	VERB
ajam-222	124	43	by	by	ADP
ajam-222	124	44	about	about	ADV
ajam-222	124	45	5	5	NUM
ajam-222	124	46	per	per	ADP
ajam-222	124	47	cent	cent	NOUN
ajam-222	124	48	during	during	ADP
ajam-222	124	49	wave	wave	NOUN
ajam-222	124	50	3	3	NUM
ajam-222	124	51	.	.	PUNCT
ajam-222	124	52	similarly	similarly	ADV
ajam-222	124	53	,	,	PUNCT
ajam-222	124	54	male	male	ADJ
ajam-222	124	55	spouse	spouse	NOUN
ajam-222	124	56	continued	continue	VERB
ajam-222	124	57	to	to	PART
ajam-222	124	58	dominate	dominate	VERB
ajam-222	124	59	control	control	NOUN
ajam-222	124	60	over	over	ADP
ajam-222	124	61	earnings	earning	NOUN
ajam-222	124	62	from	from	ADP
ajam-222	124	63	sales	sale	NOUN
ajam-222	124	64	of	of	ADP
ajam-222	124	65	crop	crop	NOUN
ajam-222	124	66	as	as	SCONJ
ajam-222	124	67	the	the	DET
ajam-222	124	68	proportion	proportion	NOUN
ajam-222	124	69	of	of	ADP
ajam-222	124	70	female	female	ADJ
ajam-222	124	71	spouse	spouse	NOUN
ajam-222	124	72	that	that	PRON
ajam-222	124	73	have	have	VERB
ajam-222	124	74	control	control	NOUN
ajam-222	124	75	over	over	ADP
ajam-222	124	76	earnings	earning	NOUN
ajam-222	124	77	from	from	ADP
ajam-222	124	78	sale	sale	NOUN
ajam-222	124	79	of	of	ADP
ajam-222	124	80	crop	crop	NOUN
ajam-222	124	81	fell	fall	VERB
ajam-222	124	82	significantly	significantly	ADV
ajam-222	124	83	from	from	ADP
ajam-222	124	84	22	22	NUM
ajam-222	124	85	per	per	ADP
ajam-222	124	86	cent	cent	NOUN
ajam-222	124	87	during	during	ADP
ajam-222	124	88	wave	wave	NOUN
ajam-222	124	89	2	2	NUM
ajam-222	124	90	to	to	ADP
ajam-222	124	91	4	4	NUM
ajam-222	124	92	per	per	ADP
ajam-222	124	93	cent	cent	NOUN
ajam-222	124	94	during	during	ADP
ajam-222	124	95	wave	wave	NOUN
ajam-222	124	96	3	3	NUM
ajam-222	124	97	.	.	PUNCT
ajam-222	124	98	storage	storage	NOUN
ajam-222	124	99	of	of	ADP
ajam-222	124	100	crop	crop	NOUN
ajam-222	124	101	continued	continue	VERB
ajam-222	124	102	to	to	PART
ajam-222	124	103	pose	pose	VERB
ajam-222	124	104	critical	critical	ADJ
ajam-222	124	105	challenge	challenge	NOUN
ajam-222	124	106	as	as	SCONJ
ajam-222	124	107	the	the	DET
ajam-222	124	108	proportion	proportion	NOUN
ajam-222	124	109	of	of	ADP
ajam-222	124	110	households	household	NOUN
ajam-222	124	111	that	that	PRON
ajam-222	124	112	store	store	VERB
ajam-222	124	113	harvested	harvest	VERB
ajam-222	124	114	crop	crop	NOUN
ajam-222	124	115	fell	fall	VERB
ajam-222	124	116	more	more	ADJ
ajam-222	124	117	than	than	ADP
ajam-222	124	118	200	200	NUM
ajam-222	124	119	per	per	ADP
ajam-222	124	120	cent	cent	NOUN
ajam-222	124	121	between	between	ADP
ajam-222	124	122	wave	wave	NOUN
ajam-222	124	123	2	2	NUM
ajam-222	124	124	and	and	CCONJ
ajam-222	124	125	3	3	NUM
ajam-222	124	126	.	.	PUNCT
ajam-222	124	127	major	major	ADJ
ajam-222	124	128	reasons	reason	NOUN
ajam-222	124	129	for	for	ADP
ajam-222	124	130	storage	storage	NOUN
ajam-222	124	131	of	of	ADP
ajam-222	124	132	crop	crop	NOUN
ajam-222	124	133	included	include	VERB
ajam-222	124	134	the	the	DET
ajam-222	124	135	need	need	NOUN
ajam-222	124	136	to	to	PART
ajam-222	124	137	make	make	VERB
ajam-222	124	138	provision	provision	NOUN
ajam-222	124	139	for	for	ADP
ajam-222	124	140	household	household	NOUN
ajam-222	124	141	food	food	NOUN
ajam-222	124	142	consumption	consumption	NOUN
ajam-222	124	143	,	,	PUNCT
ajam-222	124	144	future	future	ADJ
ajam-222	124	145	market	market	NOUN
ajam-222	124	146	price	price	NOUN
ajam-222	124	147	speculation	speculation	NOUN
ajam-222	124	148	as	as	ADV
ajam-222	124	149	well	well	ADV
ajam-222	124	150	as	as	ADP
ajam-222	124	151	provision	provision	NOUN
ajam-222	124	152	for	for	ADP
ajam-222	124	153	next	next	ADJ
ajam-222	124	154	season	season	NOUN
ajam-222	124	155	seeds	seed	NOUN
ajam-222	124	156	.	.	PUNCT
ajam-222	125	1	meanwhile	meanwhile	ADV
ajam-222	125	2	,	,	PUNCT
ajam-222	125	3	the	the	DET
ajam-222	125	4	proportion	proportion	NOUN
ajam-222	125	5	of	of	ADP
ajam-222	125	6	households	household	NOUN
ajam-222	125	7	that	that	PRON
ajam-222	125	8	store	store	VERB
ajam-222	125	9	harvest	harvest	NOUN
ajam-222	125	10	for	for	ADP
ajam-222	125	11	future	future	ADJ
ajam-222	125	12	market	market	NOUN
ajam-222	125	13	increased	increase	VERB
ajam-222	125	14	marginally	marginally	ADV
ajam-222	125	15	though	though	SCONJ
ajam-222	125	16	household	household	NOUN
ajam-222	125	17	food	food	NOUN
ajam-222	125	18	security	security	NOUN
ajam-222	125	19	remained	remain	VERB
ajam-222	125	20	the	the	DET
ajam-222	125	21	most	most	ADV
ajam-222	125	22	critical	critical	ADJ
ajam-222	125	23	reason	reason	NOUN
ajam-222	125	24	for	for	ADP
ajam-222	125	25	storage	storage	NOUN
ajam-222	125	26	.	.	PUNCT
ajam-222	126	1	the	the	DET
ajam-222	126	2	location	location	NOUN
ajam-222	126	3	of	of	ADP
ajam-222	126	4	households	household	NOUN
ajam-222	126	5	could	could	AUX
ajam-222	126	6	be	be	AUX
ajam-222	126	7	one	one	NUM
ajam-222	126	8	of	of	ADP
ajam-222	126	9	the	the	DET
ajam-222	126	10	critical	critical	ADJ
ajam-222	126	11	factors	factor	NOUN
ajam-222	126	12	for	for	ADP
ajam-222	126	13	output	output	NOUN
ajam-222	126	14	commercialisation	commercialisation	NOUN
ajam-222	126	15	.	.	PUNCT
ajam-222	127	1	table	table	NOUN
ajam-222	127	2	2	2	NUM
ajam-222	127	3	indicated	indicate	VERB
ajam-222	127	4	that	that	SCONJ
ajam-222	127	5	over	over	ADP
ajam-222	127	6	90	90	NUM
ajam-222	127	7	per	per	ADP
ajam-222	127	8	cent	cent	NOUN
ajam-222	127	9	of	of	ADP
ajam-222	127	10	the	the	DET
ajam-222	127	11	households	household	NOUN
ajam-222	127	12	were	be	AUX
ajam-222	127	13	located	locate	VERB
ajam-222	127	14	in	in	ADP
ajam-222	127	15	rural	rural	ADJ
ajam-222	127	16	areas.the	areas.the	DET
ajam-222	127	17	location	location	NOUN
ajam-222	127	18	of	of	ADP
ajam-222	127	19	households	household	NOUN
ajam-222	127	20	was	be	AUX
ajam-222	127	21	used	use	VERB
ajam-222	127	22	as	as	ADP
ajam-222	127	23	a	a	DET
ajam-222	127	24	proxy	proxy	NOUN
ajam-222	127	25	for	for	ADP
ajam-222	127	26	distance	distance	NOUN
ajam-222	127	27	to	to	ADP
ajam-222	127	28	the	the	DET
ajam-222	127	29	market	market	NOUN
ajam-222	127	30	which	which	PRON
ajam-222	127	31	plays	play	VERB
ajam-222	127	32	significant	significant	ADJ
ajam-222	127	33	role	role	NOUN
ajam-222	127	34	in	in	ADP
ajam-222	127	35	market	market	NOUN
ajam-222	127	36	access	access	NOUN
ajam-222	127	37	and	and	CCONJ
ajam-222	127	38	participation	participation	NOUN
ajam-222	127	39	.	.	PUNCT
ajam-222	128	1	the	the	DET
ajam-222	128	2	result	result	NOUN
ajam-222	128	3	indicated	indicate	VERB
ajam-222	128	4	that	that	SCONJ
ajam-222	128	5	more	more	ADJ
ajam-222	128	6	than	than	ADP
ajam-222	128	7	90	90	NUM
ajam-222	128	8	per	per	ADP
ajam-222	128	9	cent	cent	NOUN
ajam-222	128	10	of	of	ADP
ajam-222	128	11	the	the	DET
ajam-222	128	12	households	household	NOUN
ajam-222	128	13	were	be	AUX
ajam-222	128	14	located	locate	VERB
ajam-222	128	15	in	in	ADP
ajam-222	128	16	rural	rural	ADJ
ajam-222	128	17	areas	area	NOUN
ajam-222	128	18	.	.	PUNCT
ajam-222	129	1	as	as	ADP
ajam-222	129	2	such	such	ADJ
ajam-222	129	3	with	with	ADP
ajam-222	129	4	the	the	DET
ajam-222	129	5	dearth	dearth	NOUN
ajam-222	129	6	of	of	ADP
ajam-222	129	7	rural	rural	ADJ
ajam-222	129	8	transport	transport	NOUN
ajam-222	129	9	and	and	CCONJ
ajam-222	129	10	storage	storage	NOUN
ajam-222	129	11	infrastructure	infrastructure	NOUN
ajam-222	129	12	the	the	DET
ajam-222	129	13	households	household	NOUN
ajam-222	129	14	are	be	AUX
ajam-222	129	15	likely	likely	ADJ
ajam-222	129	16	to	to	PART
ajam-222	129	17	face	face	VERB
ajam-222	129	18	some	some	DET
ajam-222	129	19	structural	structural	ADJ
ajam-222	129	20	constraints	constraint	NOUN
ajam-222	129	21	that	that	PRON
ajam-222	129	22	will	will	AUX
ajam-222	129	23	affect	affect	VERB
ajam-222	129	24	their	their	PRON
ajam-222	129	25	level	level	NOUN
ajam-222	129	26	of	of	ADP
ajam-222	129	27	market	market	NOUN
ajam-222	129	28	participation.in	participation.in	NUM
ajam-222	129	29	spite	spite	NOUN
ajam-222	129	30	of	of	ADP
ajam-222	129	31	this	this	PRON
ajam-222	129	32	,	,	PUNCT
ajam-222	129	33	market	market	NOUN
ajam-222	129	34	participation	participation	NOUN
ajam-222	129	35	for	for	ADP
ajam-222	129	36	maize	maize	NOUN
ajam-222	129	37	growing	grow	VERB
ajam-222	129	38	households	household	NOUN
ajam-222	129	39	in	in	ADP
ajam-222	129	40	nigeria	nigeria	PROPN
ajam-222	129	41	improved	improve	VERB
ajam-222	129	42	significantly	significantly	ADV
ajam-222	129	43	between	between	ADP
ajam-222	129	44	wave	wave	NOUN
ajam-222	129	45	2	2	NUM
ajam-222	129	46	and	and	CCONJ
ajam-222	129	47	3	3	NUM
ajam-222	129	48	as	as	ADP
ajam-222	129	49	the	the	DET
ajam-222	129	50	proportion	proportion	NOUN
ajam-222	129	51	of	of	ADP
ajam-222	129	52	table	table	NOUN
ajam-222	129	53	2	2	NUM
ajam-222	129	54	.	.	PUNCT
ajam-222	130	1	households	household	NOUN
ajam-222	130	2	and	and	CCONJ
ajam-222	130	3	farm	farm	NOUN
ajam-222	130	4	characteristics	characteristic	NOUN
ajam-222	130	5	by	by	ADP
ajam-222	130	6	wave	wave	NOUN
ajam-222	130	7	.	.	PUNCT
ajam-222	131	1	variables	variable	NOUN
ajam-222	131	2	2011	2011	NUM
ajam-222	131	3	/	/	SYM
ajam-222	131	4	2012	2012	NUM
ajam-222	131	5	–	–	PUNCT
ajam-222	131	6	wave	wave	NOUN
ajam-222	131	7	2	2	NUM
ajam-222	131	8	2014/2015	2014/2015	NUM
ajam-222	131	9	–	–	PUNCT
ajam-222	131	10	wave	wave	NOUN
ajam-222	131	11	3	3	NUM
ajam-222	131	12	frequency	frequency	NOUN
ajam-222	131	13	percentage	percentage	NOUN
ajam-222	131	14	frequency	frequency	NOUN
ajam-222	131	15	percentage	percentage	NOUN
ajam-222	131	16	sex	sex	NOUN
ajam-222	131	17	of	of	ADP
ajam-222	131	18	household	household	NOUN
ajam-222	131	19	head	head	NOUN
ajam-222	131	20	female	female	ADJ
ajam-222	131	21	male	male	NOUN
ajam-222	131	22	224	224	NUM
ajam-222	131	23	1625	1625	NUM
ajam-222	131	24	12.11	12.11	NUM
ajam-222	131	25	87.89	87.89	NUM
ajam-222	131	26	135	135	NUM
ajam-222	131	27	1031	1031	NUM
ajam-222	131	28	11.58	11.58	NUM
ajam-222	131	29	88.42	88.42	NUM
ajam-222	131	30	marital	marital	ADJ
ajam-222	131	31	status	status	NOUN
ajam-222	131	32	not	not	PART
ajam-222	131	33	married	marry	VERB
ajam-222	131	34	married	married	ADJ
ajam-222	131	35	287	287	NUM
ajam-222	131	36	1563	1563	NUM
ajam-222	131	37	15.51	15.51	NUM
ajam-222	131	38	84.49	84.49	NUM
ajam-222	131	39	171	171	NUM
ajam-222	131	40	995	995	NUM
ajam-222	131	41	14.67	14.67	NUM
ajam-222	131	42	85.33	85.33	NUM
ajam-222	131	43	sold	sell	VERB
ajam-222	131	44	harvested	harvest	VERB
ajam-222	131	45	crop	crop	NOUN
ajam-222	131	46	533	533	NUM
ajam-222	131	47	28.81	28.81	NUM
ajam-222	131	48	600	600	NUM
ajam-222	131	49	51.66	51.66	NUM
ajam-222	131	50	crop	crop	NOUN
ajam-222	131	51	sales	sale	NOUN
ajam-222	131	52	by	by	ADP
ajam-222	131	53	sex	sex	NOUN
ajam-222	131	54	female	female	ADJ
ajam-222	131	55	male	male	NOUN
ajam-222	131	56	94	94	NUM
ajam-222	132	1	439	439	NUM
ajam-222	132	2	41.96	41.96	NUM
ajam-222	132	3	27.00	27.00	NUM
ajam-222	132	4	76	76	NUM
ajam-222	132	5	524	524	NUM
ajam-222	132	6	56.30	56.30	NUM
ajam-222	132	7	50.82	50.82	NUM
ajam-222	132	8	cropping	cropping	NOUN
ajam-222	132	9	pattern	pattern	NOUN
ajam-222	132	10	mono	mono	NOUN
ajam-222	132	11	cropping	crop	VERB
ajam-222	132	12	mixed	mixed	ADJ
ajam-222	132	13	cropping	crop	VERB
ajam-222	132	14	249	249	NUM
ajam-222	132	15	1601	1601	NUM
ajam-222	132	16	13.46	13.46	NUM
ajam-222	132	17	86.54	86.54	NUM
ajam-222	132	18	249	249	NUM
ajam-222	132	19	917	917	NUM
ajam-222	132	20	21.36	21.36	NUM
ajam-222	132	21	78.64	78.64	NUM
ajam-222	132	22	plot	plot	NOUN
ajam-222	132	23	manager	manager	NOUN
ajam-222	132	24	male	male	NOUN
ajam-222	132	25	spouse	spouse	NOUN
ajam-222	132	26	female	female	ADJ
ajam-222	132	27	spouse	spouse	NOUN
ajam-222	132	28	others	other	NOUN
ajam-222	132	29	1604	1604	NUM
ajam-222	132	30	171	171	NUM
ajam-222	132	31	42	42	NUM
ajam-222	132	32	88.28	88.28	NUM
ajam-222	132	33	9.41	9.41	NUM
ajam-222	132	34	2.31	2.31	NUM
ajam-222	132	35	950	950	NUM
ajam-222	132	36	41	41	NUM
ajam-222	132	37	11	11	NUM
ajam-222	132	38	94.81	94.81	NUM
ajam-222	132	39	4.09	4.09	NUM
ajam-222	132	40	1.10	1.10	NUM
ajam-222	132	41	control	control	NOUN
ajam-222	132	42	over	over	ADP
ajam-222	132	43	earning	earn	VERB
ajam-222	132	44	from	from	ADP
ajam-222	132	45	crop	crop	NOUN
ajam-222	132	46	sales	sale	NOUN
ajam-222	132	47	male	male	NOUN
ajam-222	132	48	spouse	spouse	NOUN
ajam-222	132	49	female	female	ADJ
ajam-222	132	50	spouse	spouse	NOUN
ajam-222	132	51	others	other	NOUN
ajam-222	132	52	401	401	NUM
ajam-222	132	53	117	117	NUM
ajam-222	132	54	6	6	NUM
ajam-222	132	55	76.53	76.53	NUM
ajam-222	132	56	22.33	22.33	NUM
ajam-222	132	57	1.15	1.15	NUM
ajam-222	132	58	952	952	NUM
ajam-222	132	59	41	41	NUM
ajam-222	132	60	9	9	NUM
ajam-222	132	61	95.01	95.01	NUM
ajam-222	132	62	4.09	4.09	NUM
ajam-222	132	63	0.90	0.90	NUM
ajam-222	132	64	store	store	NOUN
ajam-222	132	65	harvested	harvest	VERB
ajam-222	132	66	crops	crop	NOUN
ajam-222	132	67	609	609	NUM
ajam-222	132	68	32.92	32.92	NUM
ajam-222	132	69	137	137	NUM
ajam-222	132	70	11.75	11.75	NUM
ajam-222	132	71	main	main	ADJ
ajam-222	132	72	purpose	purpose	NOUN
ajam-222	132	73	of	of	ADP
ajam-222	132	74	storage	storage	NOUN
ajam-222	132	75	food	food	NOUN
ajam-222	132	76	future	future	ADJ
ajam-222	132	77	sale	sale	NOUN
ajam-222	132	78	seed	seed	NOUN
ajam-222	132	79	409	409	NUM
ajam-222	132	80	71	71	NUM
ajam-222	132	81	118	118	NUM
ajam-222	132	82	68.89	68.89	NUM
ajam-222	132	83	11.87	11.87	NUM
ajam-222	132	84	19.73	19.73	NUM
ajam-222	132	85	85	85	NUM
ajam-222	132	86	17	17	NUM
ajam-222	132	87	35	35	NUM
ajam-222	132	88	62.04	62.04	NUM
ajam-222	132	89	12.41	12.41	NUM
ajam-222	132	90	25.56	25.56	NUM
ajam-222	132	91	location	location	NOUN
ajam-222	132	92	of	of	ADP
ajam-222	132	93	households	household	NOUN
ajam-222	132	94	urban	urban	ADJ
ajam-222	132	95	rural	rural	ADJ
ajam-222	132	96	157	157	NUM
ajam-222	132	97	1693	1693	NUM
ajam-222	132	98	8.50	8.50	NUM
ajam-222	132	99	91.50	91.50	NUM
ajam-222	132	100	91	91	NUM
ajam-222	132	101	1075	1075	NUM
ajam-222	132	102	7.08	7.08	NUM
ajam-222	132	103	92.20	92.20	NUM
ajam-222	132	104	source	source	NOUN
ajam-222	132	105	:	:	PUNCT
ajam-222	132	106	nbs	nbs	PROPN
ajam-222	132	107	-	-	PUNCT
ajam-222	132	108	ghs	ghs	PROPN
ajam-222	132	109	2011/2012	2011/2012	NUM
ajam-222	132	110	and	and	CCONJ
ajam-222	132	111	2014/2015	2014/2015	NUM
ajam-222	132	112	wave	wave	NOUN
ajam-222	132	113	2	2	NUM
ajam-222	132	114	(	(	PUNCT
ajam-222	132	115	n=1850	n=1850	PROPN
ajam-222	132	116	)	)	PUNCT
ajam-222	132	117	;	;	PUNCT
ajam-222	132	118	wave	wave	NOUN
ajam-222	132	119	3(n=1166	3(n=1166	NUM
ajam-222	132	120	)	)	PUNCT
ajam-222	132	121	.	.	PUNCT
ajam-222	133	1	households	household	NOUN
ajam-222	133	2	that	that	PRON
ajam-222	133	3	sold	sell	VERB
ajam-222	133	4	harvested	harvest	VERB
ajam-222	133	5	crop	crop	NOUN
ajam-222	133	6	increased	increase	VERB
ajam-222	133	7	from	from	ADP
ajam-222	133	8	about	about	ADP
ajam-222	133	9	29	29	NUM
ajam-222	133	10	per	per	ADP
ajam-222	133	11	cent	cent	NOUN
ajam-222	133	12	in	in	ADP
ajam-222	133	13	wave	wave	NOUN
ajam-222	133	14	2	2	NUM
ajam-222	133	15	to	to	ADP
ajam-222	133	16	about	about	ADV
ajam-222	133	17	52	52	NUM
ajam-222	133	18	per	per	NOUN
ajam-222	133	19	cent	cent	NOUN
ajam-222	133	20	in	in	ADP
ajam-222	133	21	wave	wave	NOUN
ajam-222	133	22	3	3	NUM
ajam-222	133	23	.	.	PUNCT
ajam-222	134	1	this	this	PRON
ajam-222	134	2	is	be	AUX
ajam-222	134	3	probably	probably	ADV
ajam-222	134	4	driven	drive	VERB
ajam-222	134	5	by	by	ADP
ajam-222	134	6	increased	increase	VERB
ajam-222	134	7	price	price	NOUN
ajam-222	134	8	of	of	ADP
ajam-222	134	9	the	the	DET
ajam-222	134	10	commodity	commodity	NOUN
ajam-222	134	11	over	over	ADP
ajam-222	134	12	the	the	DET
ajam-222	134	13	two	two	NUM
ajam-222	134	14	periods	period	NOUN
ajam-222	134	15	(	(	PUNCT
ajam-222	134	16	table	table	NOUN
ajam-222	134	17	2	2	NUM
ajam-222	134	18	)	)	PUNCT
ajam-222	134	19	.	.	PUNCT
ajam-222	135	1	households	household	NOUN
ajam-222	135	2	characteristics	characteristic	NOUN
ajam-222	135	3	and	and	CCONJ
ajam-222	135	4	crop	crop	NOUN
ajam-222	135	5	commercialisation	commercialisation	NOUN
ajam-222	135	6	dynamics	dynamic	NOUN
ajam-222	135	7	the	the	DET
ajam-222	135	8	summary	summary	NOUN
ajam-222	135	9	of	of	ADP
ajam-222	135	10	the	the	DET
ajam-222	135	11	descriptive	descriptive	ADJ
ajam-222	135	12	statistics	statistic	NOUN
ajam-222	135	13	presented	present	VERB
ajam-222	135	14	in	in	ADP
ajam-222	135	15	table	table	NOUN
ajam-222	135	16	3	3	NUM
ajam-222	135	17	showed	show	VERB
ajam-222	135	18	a	a	DET
ajam-222	135	19	progressive	progressive	ADJ
ajam-222	135	20	increase	increase	NOUN
ajam-222	135	21	in	in	ADP
ajam-222	135	22	average	average	ADJ
ajam-222	135	23	age	age	NOUN
ajam-222	135	24	of	of	ADP
ajam-222	135	25	household	household	NOUN
ajam-222	135	26	head	head	NOUN
ajam-222	135	27	between	between	ADP
ajam-222	135	28	wave	wave	NOUN
ajam-222	135	29	2	2	NUM
ajam-222	135	30	and	and	CCONJ
ajam-222	135	31	3	3	NUM
ajam-222	135	32	.	.	PUNCT
ajam-222	136	1	also	also	ADV
ajam-222	136	2	,	,	PUNCT
ajam-222	136	3	average	average	ADJ
ajam-222	136	4	quantity	quantity	NOUN
ajam-222	136	5	of	of	ADP
ajam-222	136	6	output	output	NOUN
ajam-222	136	7	harvested	harvest	VERB
ajam-222	136	8	by	by	ADP
ajam-222	136	9	households	household	NOUN
ajam-222	136	10	increased	increase	VERB
ajam-222	136	11	by	by	ADP
ajam-222	136	12	about	about	ADP
ajam-222	136	13	20.75	20.75	NUM
ajam-222	136	14	per	per	ADP
ajam-222	136	15	cent	cent	NOUN
ajam-222	136	16	during	during	ADP
ajam-222	136	17	wave	wave	NOUN
ajam-222	136	18	3	3	NUM
ajam-222	136	19	.	.	PUNCT
ajam-222	137	1	this	this	PRON
ajam-222	137	2	may	may	AUX
ajam-222	137	3	be	be	AUX
ajam-222	137	4	as	as	ADP
ajam-222	137	5	a	a	DET
ajam-222	137	6	result	result	NOUN
ajam-222	137	7	of	of	ADP
ajam-222	137	8	the	the	DET
ajam-222	137	9	significant	significant	ADJ
ajam-222	137	10	increase	increase	NOUN
ajam-222	137	11	in	in	ADP
ajam-222	137	12	average	average	ADJ
ajam-222	137	13	area	area	NOUN
ajam-222	137	14	cultivated	cultivate	VERB
ajam-222	137	15	by	by	ADP
ajam-222	137	16	the	the	DET
ajam-222	137	17	households	household	NOUN
ajam-222	137	18	which	which	PRON
ajam-222	137	19	rose	rise	VERB
ajam-222	137	20	from	from	ADP
ajam-222	137	21	0.95	0.95	NUM
ajam-222	137	22	in	in	ADP
ajam-222	137	23	wave	wave	NOUN
ajam-222	137	24	2	2	NUM
ajam-222	137	25	to	to	ADP
ajam-222	137	26	1.75	1.75	NUM
ajam-222	137	27	during	during	ADP
ajam-222	137	28	wave	wave	NOUN
ajam-222	137	29	3	3	NUM
ajam-222	137	30	.	.	PUNCT
ajam-222	137	31	average	average	ADJ
ajam-222	137	32	price	price	NOUN
ajam-222	137	33	of	of	ADP
ajam-222	137	34	a	a	DET
ajam-222	137	35	kg	kg	NOUN
ajam-222	137	36	of	of	ADP
ajam-222	137	37	maize	maize	NOUN
ajam-222	137	38	also	also	ADV
ajam-222	137	39	increased	increase	VERB
ajam-222	137	40	from	from	ADP
ajam-222	137	41	n7.35	n7.35	PROPN
ajam-222	137	42	in	in	ADP
ajam-222	137	43	wave	wave	NOUN
ajam-222	137	44	2	2	NUM
ajam-222	137	45	to	to	ADP
ajam-222	137	46	n8.75	n8.75	PROPN
ajam-222	137	47	during	during	ADP
ajam-222	137	48	wave	wave	NOUN
ajam-222	137	49	3	3	NUM
ajam-222	137	50	.	.	PUNCT
ajam-222	138	1	as	as	SCONJ
ajam-222	138	2	such	such	DET
ajam-222	138	3	the	the	DET
ajam-222	138	4	proportion	proportion	NOUN
ajam-222	138	5	of	of	ADP
ajam-222	138	6	output	output	NOUN
ajam-222	138	7	sold	sell	VERB
ajam-222	138	8	which	which	PRON
ajam-222	138	9	is	be	AUX
ajam-222	138	10	an	an	DET
ajam-222	138	11	index	index	NOUN
ajam-222	138	12	of	of	ADP
ajam-222	138	13	household	household	NOUN
ajam-222	138	14	crop	crop	NOUN
ajam-222	138	15	commercialisation	commercialisation	NOUN
ajam-222	138	16	(	(	PUNCT
ajam-222	138	17	hcci	hcci	PROPN
ajam-222	138	18	)	)	PUNCT
ajam-222	138	19	increased	increase	VERB
ajam-222	138	20	significantly	significantly	ADV
ajam-222	138	21	by	by	ADP
ajam-222	138	22	32	32	NUM
ajam-222	138	23	per	per	ADP
ajam-222	138	24	cent	cent	NOUN
ajam-222	138	25	between	between	ADP
ajam-222	138	26	wave	wave	NOUN
ajam-222	138	27	2	2	NUM
ajam-222	138	28	and	and	CCONJ
ajam-222	138	29	3	3	NUM
ajam-222	138	30	.	.	PUNCT
ajam-222	138	31	olanrewaju	olanrewaju	PROPN
ajam-222	138	32	et	et	PROPN
ajam-222	138	33	al	al	PROPN
ajam-222	138	34	(	(	PUNCT
ajam-222	138	35	2016	2016	NUM
ajam-222	138	36	)	)	PUNCT
ajam-222	138	37	estimated	estimate	VERB
ajam-222	138	38	hcci	hcci	NOUN
ajam-222	138	39	of	of	ADP
ajam-222	138	40	0.83	0.83	NUM
ajam-222	138	41	among	among	ADP
ajam-222	138	42	smallholder	smallholder	NOUN
ajam-222	138	43	farming	farming	NOUN
ajam-222	138	44	households	household	NOUN
ajam-222	138	45	in	in	ADP
ajam-222	138	46	the	the	DET
ajam-222	138	47	southwest	southwest	NOUN
ajam-222	138	48	,	,	PUNCT
ajam-222	138	49	nigeria	nigeria	PROPN
ajam-222	138	50	which	which	PRON
ajam-222	138	51	further	far	ADV
ajam-222	138	52	confirmed	confirm	VERB
ajam-222	138	53	the	the	DET
ajam-222	138	54	positive	positive	ADJ
ajam-222	138	55	changes	change	NOUN
ajam-222	138	56	in	in	ADP
ajam-222	138	57	hcci	hcci	NOUN
ajam-222	138	58	in	in	ADP
ajam-222	138	59	nigeria.given	nigeria.given	NUM
ajam-222	138	60	the	the	DET
ajam-222	138	61	improved	improved	ADJ
ajam-222	138	62	changes	change	NOUN
ajam-222	138	63	in	in	ADP
ajam-222	138	64	hcci	hcci	NOUN
ajam-222	138	65	,	,	PUNCT
ajam-222	138	66	therefore	therefore	ADV
ajam-222	138	67	,	,	PUNCT
ajam-222	138	68	what	what	PRON
ajam-222	138	69	are	be	AUX
ajam-222	138	70	the	the	DET
ajam-222	138	71	factors	factor	NOUN
ajam-222	138	72	that	that	PRON
ajam-222	138	73	accounted	account	VERB
ajam-222	138	74	for	for	ADP
ajam-222	138	75	the	the	DET
ajam-222	138	76	observed	observe	VERB
ajam-222	138	77	commercialisation	commercialisation	NOUN
ajam-222	138	78	dynamics	dynamic	NOUN
ajam-222	138	79	between	between	ADP
ajam-222	138	80	the	the	DET
ajam-222	138	81	two	two	NUM
ajam-222	138	82	waves	wave	NOUN
ajam-222	138	83	?	?	PUNCT
ajam-222	139	1	the	the	DET
ajam-222	139	2	result	result	NOUN
ajam-222	139	3	of	of	ADP
ajam-222	139	4	the	the	DET
ajam-222	139	5	analysis	analysis	NOUN
ajam-222	139	6	is	be	AUX
ajam-222	139	7	presented	present	VERB
ajam-222	139	8	in	in	ADP
ajam-222	139	9	table	table	NOUN
ajam-222	139	10	3	3	NUM
ajam-222	139	11	.	.	PUNCT
ajam-222	140	1	crop	crop	NOUN
ajam-222	140	2	output	output	NOUN
ajam-222	140	3	commercialization	commercialization	NOUN
ajam-222	140	4	dynamics	dynamic	NOUN
ajam-222	140	5	and	and	CCONJ
ajam-222	140	6	its	its	PRON
ajam-222	140	7	determinants	determinant	NOUN
ajam-222	140	8	the	the	DET
ajam-222	140	9	result	result	NOUN
ajam-222	140	10	of	of	ADP
ajam-222	140	11	the	the	DET
ajam-222	140	12	tobit	tobit	NOUN
ajam-222	140	13	regression	regression	NOUN
ajam-222	140	14	of	of	ADP
ajam-222	140	15	the	the	DET
ajam-222	140	16	determinants	determinant	NOUN
ajam-222	140	17	of	of	ADP
ajam-222	140	18	output	output	NOUN
ajam-222	140	19	commercialisation	commercialisation	NOUN
ajam-222	140	20	among	among	ADP
ajam-222	140	21	maize	maize	NOUN
ajam-222	140	22	growing	grow	VERB
ajam-222	140	23	households	household	NOUN
ajam-222	140	24	for	for	ADP
ajam-222	140	25	the	the	DET
ajam-222	140	26	two	two	NUM
ajam-222	140	27	waves	wave	NOUN
ajam-222	140	28	is	be	AUX
ajam-222	140	29	presented	present	VERB
ajam-222	140	30	in	in	ADP
ajam-222	140	31	table	table	NOUN
ajam-222	140	32	4	4	NUM
ajam-222	140	33	.	.	PUNCT
ajam-222	140	34	sincethe	sincethe	PROPN
ajam-222	140	35	linear	linear	ADJ
ajam-222	140	36	regression	regression	NOUN
ajam-222	140	37	of	of	ADP
ajam-222	140	38	the	the	DET
ajam-222	140	39	parameters	parameter	NOUN
ajam-222	140	40	of	of	ADP
ajam-222	140	41	tobit	tobit	NOUN
ajam-222	140	42	model	model	NOUN
ajam-222	140	43	do	do	AUX
ajam-222	140	44	not	not	PART
ajam-222	140	45	directly	directly	ADV
ajam-222	140	46	correspond	correspond	VERB
ajam-222	140	47	to	to	ADP
ajam-222	140	48	changes	change	NOUN
ajam-222	140	49	in	in	ADP
ajam-222	140	50	the	the	DET
ajam-222	140	51	dependent	dependent	ADJ
ajam-222	140	52	variable	variable	NOUN
ajam-222	140	53	brought	bring	VERB
ajam-222	140	54	about	about	ADP
ajam-222	140	55	by	by	ADP
ajam-222	140	56	changes	change	NOUN
ajam-222	140	57	in	in	ADP
ajam-222	140	58	independent	independent	ADJ
ajam-222	140	59	variables	variable	NOUN
ajam-222	140	60	,	,	PUNCT
ajam-222	140	61	the	the	DET
ajam-222	140	62	marginal	marginal	ADJ
ajam-222	140	63	effect	effect	NOUN
ajam-222	140	64	of	of	ADP
ajam-222	140	65	the	the	DET
ajam-222	140	66	intensity	intensity	NOUN
ajam-222	140	67	of	of	ADP
ajam-222	140	68	output	output	NOUN
ajam-222	140	69	commercialisation	commercialisation	NOUN
ajam-222	140	70	due	due	ADP
ajam-222	140	71	to	to	ADP
ajam-222	140	72	changes	change	NOUN
ajam-222	140	73	in	in	ADP
ajam-222	140	74	the	the	DET
ajam-222	140	75	explanatory	explanatory	ADJ
ajam-222	140	76	variable	variable	NOUN
ajam-222	140	77	was	be	AUX
ajam-222	140	78	estimated	estimate	VERB
ajam-222	140	79	following	follow	VERB
ajam-222	140	80	green	green	ADJ
ajam-222	140	81	(	(	PUNCT
ajam-222	140	82	2003	2003	NUM
ajam-222	140	83	)	)	PUNCT
ajam-222	140	84	.	.	PUNCT
ajam-222	141	1	seven	seven	NUM
ajam-222	141	2	variables	variable	NOUN
ajam-222	141	3	were	be	AUX
ajam-222	141	4	found	find	VERB
ajam-222	141	5	to	to	PART
ajam-222	141	6	significantly	significantly	ADV
ajam-222	141	7	influence	influence	VERB
ajam-222	141	8	output	output	NOUN
ajam-222	141	9	commercialisation	commercialisation	NOUN
ajam-222	141	10	during	during	ADP
ajam-222	141	11	both	both	DET
ajam-222	141	12	waves	wave	NOUN
ajam-222	141	13	.	.	PUNCT
ajam-222	142	1	these	these	PRON
ajam-222	142	2	include	include	VERB
ajam-222	142	3	sex	sex	NOUN
ajam-222	142	4	of	of	ADP
ajam-222	142	5	household	household	NOUN
ajam-222	142	6	head	head	NOUN
ajam-222	142	7	,	,	PUNCT
ajam-222	142	8	marital	marital	ADJ
ajam-222	142	9	status	status	NOUN
ajam-222	142	10	of	of	ADP
ajam-222	142	11	table	table	NOUN
ajam-222	142	12	3	3	NUM
ajam-222	142	13	.	.	PUNCT
ajam-222	142	14	descriptive	descriptive	ADJ
ajam-222	142	15	statistics	statistic	NOUN
ajam-222	142	16	of	of	ADP
ajam-222	142	17	variables	variable	NOUN
ajam-222	142	18	.	.	PUNCT
ajam-222	143	1	variables	variable	NOUN
ajam-222	143	2	2011/2012wave	2011/2012wave	NUM
ajam-222	143	3	2	2	NUM
ajam-222	143	4	2014/2015wave	2014/2015wave	NUM
ajam-222	143	5	3	3	NUM
ajam-222	143	6	n	n	DET
ajam-222	143	7	mean	mean	ADJ
ajam-222	143	8	value	value	NOUN
ajam-222	143	9	n	n	PRON
ajam-222	143	10	mean	mean	VERB
ajam-222	143	11	value	value	NOUN
ajam-222	143	12	mean	mean	VERB
ajam-222	143	13	age	age	NOUN
ajam-222	143	14	of	of	ADP
ajam-222	143	15	household	household	NOUN
ajam-222	143	16	head	head	NOUN
ajam-222	143	17	(	(	PUNCT
ajam-222	143	18	yrs	yr	NOUN
ajam-222	143	19	)	)	PUNCT
ajam-222	143	20	1850	1850	NUM
ajam-222	143	21	53.10	53.10	NUM
ajam-222	143	22	1166	1166	NUM
ajam-222	143	23	57.60	57.60	NUM
ajam-222	143	24	average	average	ADJ
ajam-222	143	25	quantity	quantity	NOUN
ajam-222	143	26	of	of	ADP
ajam-222	143	27	output	output	NOUN
ajam-222	143	28	harvested	harvest	VERB
ajam-222	143	29	(	(	PUNCT
ajam-222	143	30	kg	kg	NOUN
ajam-222	143	31	)	)	PUNCT
ajam-222	143	32	1850	1850	NUM
ajam-222	143	33	2921	2921	NUM
ajam-222	143	34	1166	1166	NUM
ajam-222	143	35	3527	3527	NUM
ajam-222	143	36	average	average	ADJ
ajam-222	143	37	quantity	quantity	NOUN
ajam-222	143	38	sold	sell	VERB
ajam-222	143	39	533	533	NUM
ajam-222	143	40	1314	1314	NUM
ajam-222	143	41	600	600	NUM
ajam-222	143	42	2716	2716	NUM
ajam-222	143	43	proportion	proportion	NOUN
ajam-222	143	44	of	of	ADP
ajam-222	143	45	output	output	NOUN
ajam-222	143	46	sold	sell	VERB
ajam-222	143	47	(	(	PUNCT
ajam-222	143	48	hcci	hcci	PROPN
ajam-222	143	49	)	)	PUNCT
ajam-222	143	50	533	533	NUM
ajam-222	143	51	0.45	0.45	NUM
ajam-222	143	52	600	600	NUM
ajam-222	143	53	0.77	0.77	NUM
ajam-222	143	54	average	average	ADJ
ajam-222	143	55	area	area	NOUN
ajam-222	143	56	of	of	ADP
ajam-222	143	57	land	land	NOUN
ajam-222	143	58	cultivated	cultivate	VERB
ajam-222	143	59	(	(	PUNCT
ajam-222	143	60	ha	ha	INTJ
ajam-222	143	61	)	)	PUNCT
ajam-222	143	62	1.850	1.850	NUM
ajam-222	143	63	0.95	0.95	NUM
ajam-222	143	64	1166	1166	NUM
ajam-222	143	65	1.75	1.75	NUM
ajam-222	143	66	average	average	ADJ
ajam-222	143	67	price	price	NOUN
ajam-222	143	68	of	of	ADP
ajam-222	143	69	output	output	NOUN
ajam-222	143	70	(	(	PUNCT
ajam-222	143	71	n	n	CCONJ
ajam-222	143	72	/	/	SYM
ajam-222	143	73	kg	kg	NOUN
ajam-222	143	74	)	)	PUNCT
ajam-222	143	75	1850	1850	NUM
ajam-222	143	76	7.35	7.35	NUM
ajam-222	143	77	1166	1166	NUM
ajam-222	143	78	8.75	8.75	NUM
ajam-222	143	79	source	source	NOUN
ajam-222	143	80	:	:	PUNCT
ajam-222	143	81	nbs	nbs	PROPN
ajam-222	143	82	-	-	PUNCT
ajam-222	143	83	ghs	ghs	PROPN
ajam-222	143	84	2011/2012	2011/2012	NUM
ajam-222	143	85	and	and	CCONJ
ajam-222	143	86	2014/2015	2014/2015	NUM
ajam-222	143	87	.	.	PUNCT
ajam-222	144	1	table	table	NOUN
ajam-222	144	2	4	4	NUM
ajam-222	144	3	.	.	PUNCT
ajam-222	145	1	marginal	marginal	ADJ
ajam-222	145	2	effects	effect	NOUN
ajam-222	145	3	of	of	ADP
ajam-222	145	4	tobit	tobit	NOUN
ajam-222	145	5	regression	regression	NOUN
ajam-222	145	6	of	of	ADP
ajam-222	145	7	determinants	determinant	NOUN
ajam-222	145	8	of	of	ADP
ajam-222	145	9	output	output	NOUN
ajam-222	145	10	commercialisation	commercialisation	NOUN
ajam-222	145	11	.	.	PUNCT
ajam-222	146	1	variables	variable	NOUN
ajam-222	146	2	20111/2012	20111/2012	NUM
ajam-222	146	3	–	–	PUNCT
ajam-222	146	4	wave	wave	NOUN
ajam-222	146	5	2	2	NUM
ajam-222	146	6	2014/2015	2014/2015	NUM
ajam-222	146	7	–	–	PUNCT
ajam-222	146	8	wave	wave	NOUN
ajam-222	146	9	3	3	NUM
ajam-222	146	10	coeff	coeff	NOUN
ajam-222	146	11	.	.	PUNCT
ajam-222	147	1	std	std	NOUN
ajam-222	147	2	.	.	PUNCT
ajam-222	148	1	err	err	PROPN
ajam-222	148	2	t	t	PROPN
ajam-222	148	3	-	-	PUNCT
ajam-222	148	4	values	value	NOUN
ajam-222	148	5	coeff	coeff	NOUN
ajam-222	148	6	.	.	PUNCT
ajam-222	149	1	std	std	NOUN
ajam-222	149	2	.	.	PUNCT
ajam-222	150	1	err	err	PROPN
ajam-222	150	2	t	t	PROPN
ajam-222	150	3	-	-	PUNCT
ajam-222	150	4	values	value	NOUN
ajam-222	150	5	sex	sex	NOUN
ajam-222	150	6	of	of	ADP
ajam-222	150	7	household	household	NOUN
ajam-222	150	8	head	head	NOUN
ajam-222	150	9	female	female	ADJ
ajam-222	150	10	=	=	NOUN
ajam-222	150	11	1	1	NUM
ajam-222	150	12	0.0405	0.0405	NUM
ajam-222	150	13	0.056	0.056	NUM
ajam-222	150	14	0.72	0.72	NUM
ajam-222	150	15	0.48	0.48	NUM
ajam-222	150	16	*	*	PUNCT
ajam-222	150	17	*	*	NOUN
ajam-222	150	18	0.179	0.179	NUM
ajam-222	150	19	2.70	2.70	NUM
ajam-222	150	20	age	age	NOUN
ajam-222	150	21	of	of	ADP
ajam-222	150	22	household	household	NOUN
ajam-222	150	23	head	head	NOUN
ajam-222	151	1	0.0007	0.0007	NUM
ajam-222	151	2	0.0007	0.0007	NUM
ajam-222	151	3	0.95	0.95	NUM
ajam-222	151	4	-0.003	-0.003	NUM
ajam-222	151	5	0.002	0.002	NUM
ajam-222	151	6	-1.37	-1.37	NOUN
ajam-222	151	7	marital	marital	ADJ
ajam-222	151	8	status	status	NOUN
ajam-222	151	9	married	marry	VERB
ajam-222	151	10	=	=	NOUN
ajam-222	151	11	1	1	NUM
ajam-222	151	12	0.014	0.014	NUM
ajam-222	151	13	0.053	0.053	NUM
ajam-222	151	14	0.27	0.27	NUM
ajam-222	151	15	-0.449	-0.449	PROPN
ajam-222	151	16	*	*	PROPN
ajam-222	151	17	*	*	PROPN
ajam-222	151	18	0.173	0.173	NUM
ajam-222	151	19	--2.59	--2.59	ADJ
ajam-222	151	20	location	location	NOUN
ajam-222	151	21	of	of	ADP
ajam-222	151	22	household	household	NOUN
ajam-222	151	23	rural	rural	NOUN
ajam-222	151	24	=	=	NOUN
ajam-222	151	25	1	1	NUM
ajam-222	151	26	0.028	0.028	NUM
ajam-222	151	27	0.039	0.039	NUM
ajam-222	151	28	0.71	0.71	NUM
ajam-222	151	29	-0.318	-0.318	SYM
ajam-222	151	30	0,173	0,173	NUM
ajam-222	151	31	-1.83	-1.83	ADV
ajam-222	151	32	cropping	crop	VERB
ajam-222	151	33	pattern	pattern	NOUN
ajam-222	151	34	mixed	mix	VERB
ajam-222	151	35	cropping	crop	VERB
ajam-222	151	36	=	=	SYM
ajam-222	151	37	1	1	NUM
ajam-222	151	38	-0.047	-0.047	NUM
ajam-222	151	39	0.052	0.052	NUM
ajam-222	151	40	-0.89	-0.89	NUM
ajam-222	151	41	-0.043	-0.043	NUM
ajam-222	151	42	0.147	0.147	NUM
ajam-222	151	43	-0.66	-0.66	NUM
ajam-222	151	44	land	land	NOUN
ajam-222	151	45	area	area	NOUN
ajam-222	151	46	cultivated	cultivate	VERB
ajam-222	151	47	-0.022	-0.022	PROPN
ajam-222	151	48	*	*	PUNCT
ajam-222	151	49	*	*	PUNCT
ajam-222	151	50	0.007	0.007	NUM
ajam-222	151	51	-2.94	-2.94	NUM
ajam-222	151	52	0.021	0.021	NUM
ajam-222	151	53	*	*	NOUN
ajam-222	151	54	*	*	PROPN
ajam-222	151	55	0.006	0.006	NUM
ajam-222	151	56	3.22	3.22	NUM
ajam-222	151	57	storage	storage	NOUN
ajam-222	151	58	for	for	ADP
ajam-222	151	59	sale	sale	NOUN
ajam-222	151	60	0.084	0.084	NUM
ajam-222	151	61	*	*	SYM
ajam-222	151	62	*	*	PROPN
ajam-222	151	63	0.028	0.028	NUM
ajam-222	151	64	2.91	2.91	NUM
ajam-222	151	65	0.099	0.099	NUM
ajam-222	151	66	*	*	PUNCT
ajam-222	151	67	*	*	PROPN
ajam-222	151	68	0.028	0.028	NUM
ajam-222	151	69	3.50	3.50	NUM
ajam-222	151	70	storage	storage	NOUN
ajam-222	151	71	for	for	ADP
ajam-222	151	72	seed	seed	NOUN
ajam-222	151	73	-0.135	-0.135	NOUN
ajam-222	151	74	*	*	NOUN
ajam-222	151	75	*	*	PUNCT
ajam-222	151	76	0.0259	0.0259	NUM
ajam-222	151	77	-5.22	-5.22	NUM
ajam-222	151	78	-0.073	-0.073	PUNCT
ajam-222	151	79	0.072	0.072	NUM
ajam-222	151	80	-1.01	-1.01	DET
ajam-222	151	81	plot	plot	NOUN
ajam-222	151	82	manager	manager	NOUN
ajam-222	151	83	female	female	NOUN
ajam-222	151	84	spouse	spouse	NOUN
ajam-222	151	85	=	=	NOUN
ajam-222	151	86	1	1	NUM
ajam-222	151	87	0.071	0.071	NUM
ajam-222	151	88	*	*	PUNCT
ajam-222	151	89	*	*	PROPN
ajam-222	151	90	0.032	0.032	NUM
ajam-222	151	91	2.21	2.21	NUM
ajam-222	151	92	0.083	0.083	NUM
ajam-222	151	93	*	*	PUNCT
ajam-222	151	94	*	*	PROPN
ajam-222	151	95	0.032	0.032	NUM
ajam-222	151	96	2.60	2.60	NUM
ajam-222	151	97	log	log	NOUN
ajam-222	151	98	of	of	ADP
ajam-222	151	99	price	price	NOUN
ajam-222	151	100	0.069	0.069	NUM
ajam-222	151	101	*	*	SYM
ajam-222	151	102	*	*	PROPN
ajam-222	151	103	0.009	0.009	NUM
ajam-222	151	104	7.35	7.35	NUM
ajam-222	151	105	0.069	0.069	NUM
ajam-222	151	106	*	*	PUNCT
ajam-222	151	107	*	*	PUNCT
ajam-222	151	108	0.008	0.008	NUM
ajam-222	151	109	7.79	7.79	NUM
ajam-222	151	110	constant	constant	ADJ
ajam-222	151	111	0.019	0.019	NUM
ajam-222	151	112	0.124	0.124	NUM
ajam-222	151	113	0.16	0.16	NUM
ajam-222	151	114	-0.033	-0.033	NUM
ajam-222	151	115	0.114	0.114	NUM
ajam-222	151	116	-0.29	-0.29	NOUN
ajam-222	151	117	no	no	PROPN
ajam-222	151	118	of	of	ADP
ajam-222	151	119	observations	observation	NOUN
ajam-222	151	120	314	314	NUM
ajam-222	151	121	137	137	NUM
ajam-222	151	122	log	log	NOUN
ajam-222	151	123	likelihood	likelihood	NOUN
ajam-222	151	124	98.868	98.868	NUM
ajam-222	151	125	-12.77	-12.77	PUNCT
ajam-222	151	126	pseudo	pseudo	NOUN
ajam-222	151	127	r	r	NOUN
ajam-222	151	128	2	2	NUM
ajam-222	151	129	-1.0443	-1.0443	NOUN
ajam-222	151	130	0.50	0.50	NUM
ajam-222	151	131	sources	source	NOUN
ajam-222	151	132	:	:	PUNCT
ajam-222	151	133	nbs	nbs	PROPN
ajam-222	151	134	-	-	PUNCT
ajam-222	151	135	ghs	ghs	PROPN
ajam-222	151	136	2011/2012	2011/2012	NUM
ajam-222	151	137	and	and	CCONJ
ajam-222	151	138	2014/2015	2014/2015	NUM
ajam-222	151	139	*	*	PUNCT
ajam-222	152	1	*	*	PUNCT
ajam-222	152	2	significant	significant	ADJ
ajam-222	152	3	at	at	ADP
ajam-222	152	4	1	1	NUM
ajam-222	152	5	%	%	NOUN
ajam-222	152	6	.	.	PUNCT
ajam-222	153	1	household	household	NOUN
ajam-222	153	2	,	,	PUNCT
ajam-222	153	3	area	area	NOUN
ajam-222	153	4	cultivated	cultivate	VERB
ajam-222	153	5	,	,	PUNCT
ajam-222	153	6	storage	storage	NOUN
ajam-222	153	7	for	for	ADP
ajam-222	153	8	future	future	ADJ
ajam-222	153	9	sale	sale	NOUN
ajam-222	153	10	,	,	PUNCT
ajam-222	153	11	storage	storage	NOUN
ajam-222	153	12	for	for	ADP
ajam-222	153	13	seed	seed	NOUN
ajam-222	153	14	,	,	PUNCT
ajam-222	153	15	plot	plot	NOUN
ajam-222	153	16	management	management	NOUN
ajam-222	153	17	by	by	ADP
ajam-222	153	18	female	female	ADJ
ajam-222	153	19	spouse	spouse	NOUN
ajam-222	153	20	and	and	CCONJ
ajam-222	153	21	output	output	NOUN
ajam-222	153	22	price	price	NOUN
ajam-222	153	23	.	.	PUNCT
ajam-222	154	1	the	the	DET
ajam-222	154	2	direction	direction	NOUN
ajam-222	154	3	of	of	ADP
ajam-222	154	4	the	the	DET
ajam-222	154	5	effects	effect	NOUN
ajam-222	154	6	of	of	ADP
ajam-222	154	7	some	some	PRON
ajam-222	154	8	of	of	ADP
ajam-222	154	9	the	the	DET
ajam-222	154	10	variables	variable	NOUN
ajam-222	154	11	however	however	ADV
ajam-222	154	12	varied	varied	ADJ
ajam-222	154	13	between	between	ADP
ajam-222	154	14	the	the	DET
ajam-222	154	15	two	two	NUM
ajam-222	154	16	waves	wave	NOUN
ajam-222	154	17	.	.	PUNCT
ajam-222	155	1	headship	headship	NOUN
ajam-222	155	2	of	of	ADP
ajam-222	155	3	households	household	NOUN
ajam-222	155	4	has	have	VERB
ajam-222	155	5	implication	implication	NOUN
ajam-222	155	6	for	for	ADP
ajam-222	155	7	output	output	NOUN
ajam-222	155	8	commercialisation	commercialisation	NOUN
ajam-222	155	9	.	.	PUNCT
ajam-222	156	1	results	result	NOUN
ajam-222	156	2	indicated	indicate	VERB
ajam-222	156	3	that	that	SCONJ
ajam-222	156	4	household	household	NOUN
ajam-222	156	5	headed	head	VERB
ajam-222	156	6	by	by	ADP
ajam-222	156	7	female	female	ADJ
ajam-222	156	8	significantly	significantly	ADV
ajam-222	156	9	improved	improve	VERB
ajam-222	156	10	commercialisation	commercialisation	NOUN
ajam-222	156	11	particularly	particularly	ADV
ajam-222	156	12	during	during	ADP
ajam-222	156	13	wave	wave	NOUN
ajam-222	156	14	3	3	NUM
ajam-222	156	15	when	when	SCONJ
ajam-222	156	16	output	output	NOUN
ajam-222	156	17	price	price	NOUN
ajam-222	156	18	increased	increase	VERB
ajam-222	156	19	.	.	PUNCT
ajam-222	157	1	also	also	ADV
ajam-222	157	2	,	,	PUNCT
ajam-222	157	3	married	married	ADJ
ajam-222	157	4	household	household	NOUN
ajam-222	157	5	tends	tend	VERB
ajam-222	157	6	to	to	PART
ajam-222	157	7	significantly	significantly	ADV
ajam-222	157	8	influence	influence	VERB
ajam-222	157	9	output	output	NOUN
ajam-222	157	10	commercialisation	commercialisation	NOUN
ajam-222	157	11	than	than	ADP
ajam-222	157	12	single	single	ADJ
ajam-222	157	13	headed	head	VERB
ajam-222	157	14	households	household	NOUN
ajam-222	157	15	though	though	SCONJ
ajam-222	157	16	excessive	excessive	ADJ
ajam-222	157	17	expansion	expansion	NOUN
ajam-222	157	18	in	in	ADP
ajam-222	157	19	household	household	NOUN
ajam-222	157	20	size	size	NOUN
ajam-222	157	21	may	may	AUX
ajam-222	157	22	increase	increase	VERB
ajam-222	157	23	the	the	DET
ajam-222	157	24	proportion	proportion	NOUN
ajam-222	157	25	of	of	ADP
ajam-222	157	26	output	output	NOUN
ajam-222	157	27	reserved	reserve	VERB
ajam-222	157	28	for	for	ADP
ajam-222	157	29	household	household	NOUN
ajam-222	157	30	consumption	consumption	NOUN
ajam-222	157	31	thereby	thereby	ADV
ajam-222	157	32	reducing	reduce	VERB
ajam-222	157	33	output	output	NOUN
ajam-222	157	34	commercialisation	commercialisation	NOUN
ajam-222	157	35	.	.	PUNCT
ajam-222	158	1	the	the	DET
ajam-222	158	2	coefficient	coefficient	NOUN
ajam-222	158	3	of	of	ADP
ajam-222	158	4	area	area	NOUN
ajam-222	158	5	of	of	ADP
ajam-222	158	6	land	land	NOUN
ajam-222	158	7	cultivated	cultivate	VERB
ajam-222	158	8	was	be	AUX
ajam-222	158	9	negative	negative	ADJ
ajam-222	158	10	for	for	ADP
ajam-222	158	11	wave	wave	NOUN
ajam-222	158	12	2	2	NUM
ajam-222	158	13	but	but	CCONJ
ajam-222	158	14	positive	positive	ADJ
ajam-222	158	15	for	for	ADP
ajam-222	158	16	wave	wave	NOUN
ajam-222	158	17	3	3	NUM
ajam-222	158	18	.	.	PUNCT
ajam-222	159	1	this	this	PRON
ajam-222	159	2	underscores	underscore	VERB
ajam-222	159	3	the	the	DET
ajam-222	159	4	progressive	progressive	ADJ
ajam-222	159	5	increase	increase	NOUN
ajam-222	159	6	in	in	ADP
ajam-222	159	7	average	average	ADJ
ajam-222	159	8	area	area	NOUN
ajam-222	159	9	of	of	ADP
ajam-222	159	10	land	land	NOUN
ajam-222	159	11	cultivated	cultivate	VERB
ajam-222	159	12	from	from	ADP
ajam-222	159	13	0.95	0.95	NUM
ajam-222	159	14	during	during	ADP
ajam-222	159	15	wave	wave	NOUN
ajam-222	159	16	2	2	NUM
ajam-222	159	17	to	to	ADP
ajam-222	159	18	1.75	1.75	NUM
ajam-222	159	19	in	in	ADP
ajam-222	159	20	wave	wave	NOUN
ajam-222	159	21	3	3	NUM
ajam-222	159	22	.	.	PUNCT
ajam-222	159	23	storage	storage	NOUN
ajam-222	159	24	for	for	ADP
ajam-222	159	25	future	future	ADJ
ajam-222	159	26	sale	sale	NOUN
ajam-222	159	27	in	in	ADP
ajam-222	159	28	anticipation	anticipation	NOUN
ajam-222	159	29	for	for	ADP
ajam-222	159	30	price	price	NOUN
ajam-222	159	31	increase	increase	NOUN
ajam-222	159	32	positively	positively	ADV
ajam-222	159	33	enhanced	enhance	VERB
ajam-222	159	34	output	output	NOUN
ajam-222	159	35	commercialization	commercialization	NOUN
ajam-222	159	36	during	during	ADP
ajam-222	159	37	the	the	DET
ajam-222	159	38	two	two	NUM
ajam-222	159	39	waves	wave	NOUN
ajam-222	159	40	.	.	PUNCT
ajam-222	160	1	this	this	PRON
ajam-222	160	2	shows	show	VERB
ajam-222	160	3	that	that	SCONJ
ajam-222	160	4	opportunity	opportunity	NOUN
ajam-222	160	5	for	for	SCONJ
ajam-222	160	6	farmers	farmer	NOUN
ajam-222	160	7	to	to	PART
ajam-222	160	8	store	store	VERB
ajam-222	160	9	their	their	PRON
ajam-222	160	10	output	output	NOUN
ajam-222	160	11	over	over	ADP
ajam-222	160	12	a	a	DET
ajam-222	160	13	period	period	NOUN
ajam-222	160	14	of	of	ADP
ajam-222	160	15	time	time	NOUN
ajam-222	160	16	will	will	AUX
ajam-222	160	17	assist	assist	VERB
ajam-222	160	18	them	they	PRON
ajam-222	160	19	to	to	PART
ajam-222	160	20	overcome	overcome	VERB
ajam-222	160	21	the	the	DET
ajam-222	160	22	problem	problem	NOUN
ajam-222	160	23	of	of	ADP
ajam-222	160	24	selling	sell	VERB
ajam-222	160	25	at	at	ADP
ajam-222	160	26	lower	low	ADJ
ajam-222	160	27	prices	price	NOUN
ajam-222	160	28	that	that	PRON
ajam-222	160	29	usually	usually	ADV
ajam-222	160	30	accompany	accompany	VERB
ajam-222	160	31	the	the	DET
ajam-222	160	32	harvesting	harvesting	NOUN
ajam-222	160	33	period	period	NOUN
ajam-222	160	34	due	due	ADP
ajam-222	160	35	to	to	ADP
ajam-222	160	36	market	market	NOUN
ajam-222	160	37	glut	glut	NOUN
ajam-222	160	38	.	.	PUNCT
ajam-222	161	1	storage	storage	NOUN
ajam-222	161	2	for	for	ADP
ajam-222	161	3	seed	seed	NOUN
ajam-222	161	4	for	for	ADP
ajam-222	161	5	the	the	DET
ajam-222	161	6	next	next	ADJ
ajam-222	161	7	growing	grow	VERB
ajam-222	161	8	season	season	NOUN
ajam-222	161	9	can	can	AUX
ajam-222	161	10	,	,	PUNCT
ajam-222	161	11	however	however	ADV
ajam-222	161	12	,	,	PUNCT
ajam-222	161	13	be	be	AUX
ajam-222	161	14	inimical	inimical	ADJ
ajam-222	161	15	to	to	PART
ajam-222	161	16	output	output	VERB
ajam-222	161	17	commercialization	commercialization	NOUN
ajam-222	161	18	as	as	SCONJ
ajam-222	161	19	the	the	DET
ajam-222	161	20	coefficient	coefficient	NOUN
ajam-222	161	21	carries	carry	VERB
ajam-222	161	22	negative	negative	ADJ
ajam-222	161	23	sign	sign	NOUN
ajam-222	161	24	for	for	ADP
ajam-222	161	25	the	the	DET
ajam-222	161	26	two	two	NUM
ajam-222	161	27	waves	wave	NOUN
ajam-222	161	28	and	and	CCONJ
ajam-222	161	29	was	be	AUX
ajam-222	161	30	highly	highly	ADV
ajam-222	161	31	significant	significant	ADJ
ajam-222	161	32	particularly	particularly	ADV
ajam-222	161	33	during	during	ADP
ajam-222	161	34	wave	wave	NOUN
ajam-222	161	35	2	2	NUM
ajam-222	161	36	.	.	PUNCT
ajam-222	162	1	the	the	DET
ajam-222	162	2	proportion	proportion	NOUN
ajam-222	162	3	of	of	ADP
ajam-222	162	4	households	household	NOUN
ajam-222	162	5	that	that	PRON
ajam-222	162	6	stored	store	VERB
ajam-222	162	7	output	output	NOUN
ajam-222	162	8	increased	increase	VERB
ajam-222	162	9	from	from	ADP
ajam-222	162	10	19.73	19.73	NUM
ajam-222	162	11	in	in	ADP
ajam-222	162	12	wave	wave	NOUN
ajam-222	162	13	2	2	NUM
ajam-222	162	14	to	to	ADP
ajam-222	162	15	25.56	25.56	NUM
ajam-222	162	16	during	during	ADP
ajam-222	162	17	wave	wave	NOUN
ajam-222	162	18	3	3	NUM
ajam-222	162	19	and	and	CCONJ
ajam-222	162	20	this	this	PRON
ajam-222	162	21	could	could	AUX
ajam-222	162	22	be	be	AUX
ajam-222	162	23	traced	trace	VERB
ajam-222	162	24	to	to	PART
ajam-222	162	25	increase	increase	VERB
ajam-222	162	26	in	in	ADP
ajam-222	162	27	output	output	NOUN
ajam-222	162	28	price	price	NOUN
ajam-222	162	29	which	which	PRON
ajam-222	162	30	drives	drive	VERB
ajam-222	162	31	households	household	NOUN
ajam-222	162	32	to	to	PART
ajam-222	162	33	increase	increase	VERB
ajam-222	162	34	the	the	DET
ajam-222	162	35	quantity	quantity	NOUN
ajam-222	162	36	of	of	ADP
ajam-222	162	37	output	output	NOUN
ajam-222	162	38	offer	offer	NOUN
ajam-222	162	39	for	for	ADP
ajam-222	162	40	sale	sale	NOUN
ajam-222	162	41	during	during	ADP
ajam-222	162	42	the	the	DET
ajam-222	162	43	year	year	NOUN
ajam-222	162	44	thereby	thereby	ADV
ajam-222	162	45	cutting	cut	VERB
ajam-222	162	46	down	down	ADP
ajam-222	162	47	on	on	ADP
ajam-222	162	48	quantity	quantity	NOUN
ajam-222	162	49	of	of	ADP
ajam-222	162	50	output	output	NOUN
ajam-222	162	51	stored	store	VERB
ajam-222	162	52	for	for	ADP
ajam-222	162	53	seed	seed	NOUN
ajam-222	162	54	purpose	purpose	NOUN
ajam-222	162	55	.	.	PUNCT
ajam-222	163	1	when	when	SCONJ
ajam-222	163	2	plot	plot	NOUN
ajam-222	163	3	is	be	AUX
ajam-222	163	4	manage	manage	NOUN
ajam-222	163	5	and	and	CCONJ
ajam-222	163	6	control	control	NOUN
ajam-222	163	7	by	by	ADP
ajam-222	163	8	female	female	ADJ
ajam-222	163	9	spouse	spouse	NOUN
ajam-222	163	10	even	even	ADV
ajam-222	163	11	in	in	ADP
ajam-222	163	12	male	male	ADJ
ajam-222	163	13	headed	head	VERB
ajam-222	163	14	household	household	NOUN
ajam-222	163	15	,	,	PUNCT
ajam-222	163	16	output	output	NOUN
ajam-222	163	17	commercialisation	commercialisation	NOUN
ajam-222	163	18	significantly	significantly	ADV
ajam-222	163	19	increases	increase	VERB
ajam-222	163	20	.	.	PUNCT
ajam-222	164	1	the	the	DET
ajam-222	164	2	result	result	NOUN
ajam-222	164	3	was	be	AUX
ajam-222	164	4	consistent	consistent	ADJ
ajam-222	164	5	for	for	ADP
ajam-222	164	6	the	the	DET
ajam-222	164	7	two	two	NUM
ajam-222	164	8	waves	wave	NOUN
ajam-222	164	9	.	.	PUNCT
ajam-222	165	1	finally	finally	ADV
ajam-222	165	2	,	,	PUNCT
ajam-222	165	3	output	output	NOUN
ajam-222	165	4	price	price	NOUN
ajam-222	165	5	was	be	AUX
ajam-222	165	6	found	find	VERB
ajam-222	165	7	to	to	PART
ajam-222	165	8	be	be	AUX
ajam-222	165	9	a	a	DET
ajam-222	165	10	positive	positive	ADJ
ajam-222	165	11	and	and	CCONJ
ajam-222	165	12	significant	significant	ADJ
ajam-222	165	13	determinant	determinant	ADJ
ajam-222	165	14	of	of	ADP
ajam-222	165	15	output	output	NOUN
ajam-222	165	16	commercialisation	commercialisation	NOUN
ajam-222	165	17	during	during	ADP
ajam-222	165	18	the	the	DET
ajam-222	165	19	two	two	NUM
ajam-222	165	20	waves	wave	NOUN
ajam-222	165	21	.	.	PUNCT
ajam-222	166	1	the	the	DET
ajam-222	166	2	stability	stability	NOUN
ajam-222	166	3	of	of	ADP
ajam-222	166	4	these	these	DET
ajam-222	166	5	variables	variable	NOUN
ajam-222	166	6	over	over	ADP
ajam-222	166	7	the	the	DET
ajam-222	166	8	two	two	NUM
ajam-222	166	9	period	period	NOUN
ajam-222	166	10	calls	call	VERB
ajam-222	166	11	for	for	ADP
ajam-222	166	12	a	a	DET
ajam-222	166	13	renewedfocus	renewedfocus	NOUN
ajam-222	166	14	and	and	CCONJ
ajam-222	166	15	policy	policy	NOUN
ajam-222	166	16	attention	attention	NOUN
ajam-222	166	17	targeting	target	VERB
ajam-222	166	18	on	on	ADP
ajam-222	166	19	them	they	PRON
ajam-222	166	20	as	as	ADP
ajam-222	166	21	a	a	DET
ajam-222	166	22	way	way	NOUN
ajam-222	166	23	of	of	ADP
ajam-222	166	24	driving	drive	VERB
ajam-222	166	25	output	output	NOUN
ajam-222	166	26	commercialisation	commercialisation	NOUN
ajam-222	166	27	among	among	ADP
ajam-222	166	28	smallholder	smallholder	NOUN
ajam-222	166	29	farmers	farmer	NOUN
ajam-222	166	30	in	in	ADP
ajam-222	166	31	nigeria	nigeria	PROPN
ajam-222	166	32	.	.	PUNCT
ajam-222	167	1	even	even	ADV
ajam-222	167	2	though	though	SCONJ
ajam-222	167	3	the	the	DET
ajam-222	167	4	location	location	NOUN
ajam-222	167	5	of	of	ADP
ajam-222	167	6	the	the	DET
ajam-222	167	7	household	household	NOUN
ajam-222	167	8	(	(	PUNCT
ajam-222	167	9	proxy	proxy	NOUN
ajam-222	167	10	for	for	ADP
ajam-222	167	11	distance	distance	NOUN
ajam-222	167	12	to	to	ADP
ajam-222	167	13	market	market	NOUN
ajam-222	167	14	)	)	PUNCT
ajam-222	167	15	was	be	AUX
ajam-222	167	16	not	not	PART
ajam-222	167	17	significant	significant	ADJ
ajam-222	167	18	probably	probably	ADV
ajam-222	167	19	due	due	ADP
ajam-222	167	20	to	to	ADP
ajam-222	167	21	the	the	DET
ajam-222	167	22	fact	fact	NOUN
ajam-222	167	23	that	that	SCONJ
ajam-222	167	24	0ver	0ver	ADJ
ajam-222	167	25	90	90	NUM
ajam-222	167	26	per	per	ADP
ajam-222	167	27	cent	cent	NOUN
ajam-222	167	28	of	of	ADP
ajam-222	167	29	the	the	DET
ajam-222	167	30	household	household	NOUN
ajam-222	167	31	are	be	AUX
ajam-222	167	32	located	locate	VERB
ajam-222	167	33	in	in	ADP
ajam-222	167	34	rural	rural	ADJ
ajam-222	167	35	areas	area	NOUN
ajam-222	167	36	,	,	PUNCT
ajam-222	167	37	the	the	DET
ajam-222	167	38	variable	variable	NOUN
ajam-222	167	39	exert	exert	VERB
ajam-222	167	40	negative	negative	ADJ
ajam-222	167	41	influence	influence	NOUN
ajam-222	167	42	on	on	ADP
ajam-222	167	43	output	output	NOUN
ajam-222	167	44	commercialisation	commercialisation	NOUN
ajam-222	167	45	indicating	indicate	VERB
ajam-222	167	46	structural	structural	ADJ
ajam-222	167	47	constraints	constraint	NOUN
ajam-222	167	48	on	on	ADP
ajam-222	167	49	market	market	NOUN
ajam-222	167	50	access	access	NOUN
ajam-222	167	51	by	by	ADP
ajam-222	167	52	households	household	NOUN
ajam-222	167	53	in	in	ADP
ajam-222	167	54	rural	rural	ADJ
ajam-222	167	55	areas	area	NOUN
ajam-222	167	56	.	.	PUNCT
ajam-222	168	1	similarly	similarly	ADV
ajam-222	168	2	,	,	PUNCT
ajam-222	168	3	practice	practice	NOUN
ajam-222	168	4	of	of	ADP
ajam-222	168	5	mixed	mixed	ADJ
ajam-222	168	6	cropping	cropping	NOUN
ajam-222	168	7	reduces	reduce	VERB
ajam-222	168	8	commercialisation	commercialisation	NOUN
ajam-222	168	9	though	though	SCONJ
ajam-222	168	10	it	it	PRON
ajam-222	168	11	was	be	AUX
ajam-222	168	12	not	not	PART
ajam-222	168	13	significant	significant	ADJ
ajam-222	168	14	.	.	PUNCT
ajam-222	169	1	mixed	mixed	ADJ
ajam-222	169	2	cropping	cropping	NOUN
ajam-222	169	3	enhances	enhance	VERB
ajam-222	169	4	diversification	diversification	NOUN
ajam-222	169	5	and	and	CCONJ
ajam-222	169	6	can	can	AUX
ajam-222	169	7	increase	increase	VERB
ajam-222	169	8	total	total	ADJ
ajam-222	169	9	harvested	harvest	VERB
ajam-222	169	10	output	output	NOUN
ajam-222	169	11	from	from	ADP
ajam-222	169	12	a	a	DET
ajam-222	169	13	given	give	VERB
ajam-222	169	14	land	land	NOUN
ajam-222	169	15	area	area	NOUN
ajam-222	169	16	but	but	CCONJ
ajam-222	169	17	where	where	SCONJ
ajam-222	169	18	it	it	PRON
ajam-222	169	19	is	be	AUX
ajam-222	169	20	not	not	PART
ajam-222	169	21	properly	properly	ADV
ajam-222	169	22	managed	manage	VERB
ajam-222	169	23	,	,	PUNCT
ajam-222	169	24	it	it	PRON
ajam-222	169	25	can	can	AUX
ajam-222	169	26	also	also	ADV
ajam-222	169	27	reduce	reduce	VERB
ajam-222	169	28	crop	crop	NOUN
ajam-222	169	29	specific	specific	ADJ
ajam-222	169	30	output	output	NOUN
ajam-222	169	31	which	which	PRON
ajam-222	169	32	can	can	AUX
ajam-222	169	33	in	in	ADP
ajam-222	169	34	turn	turn	NOUN
ajam-222	169	35	lead	lead	VERB
ajam-222	169	36	to	to	ADP
ajam-222	169	37	reduction	reduction	NOUN
ajam-222	169	38	in	in	ADP
ajam-222	169	39	the	the	DET
ajam-222	169	40	quantity	quantity	NOUN
ajam-222	169	41	offer	offer	NOUN
ajam-222	169	42	for	for	ADP
ajam-222	169	43	sale	sale	NOUN
ajam-222	169	44	by	by	ADP
ajam-222	169	45	households	household	NOUN
ajam-222	169	46	.	.	PUNCT
ajam-222	170	1	table	table	NOUN
ajam-222	170	2	2	2	NUM
ajam-222	170	3	indicated	indicate	VERB
ajam-222	170	4	that	that	SCONJ
ajam-222	170	5	the	the	DET
ajam-222	170	6	proportion	proportion	NOUN
ajam-222	170	7	of	of	ADP
ajam-222	170	8	household	household	NOUN
ajam-222	170	9	practicing	practice	VERB
ajam-222	170	10	mixed	mixed	ADJ
ajam-222	170	11	cropping	cropping	NOUN
ajam-222	170	12	reduced	reduce	VERB
ajam-222	170	13	by	by	ADP
ajam-222	170	14	about	about	ADV
ajam-222	170	15	8	8	NUM
ajam-222	170	16	per	per	ADP
ajam-222	170	17	cent	cent	NOUN
ajam-222	170	18	during	during	ADP
ajam-222	170	19	wave	wave	NOUN
ajam-222	170	20	3	3	NUM
ajam-222	170	21	.	.	PUNCT
ajam-222	170	22	conclusion	conclusion	NOUN
ajam-222	170	23	this	this	DET
ajam-222	170	24	study	study	NOUN
ajam-222	170	25	has	have	AUX
ajam-222	170	26	brought	bring	VERB
ajam-222	170	27	to	to	ADP
ajam-222	170	28	the	the	DET
ajam-222	170	29	fore	fore	NOUN
ajam-222	170	30	a	a	DET
ajam-222	170	31	number	number	NOUN
ajam-222	170	32	of	of	ADP
ajam-222	170	33	significant	significant	ADJ
ajam-222	170	34	findings	finding	NOUN
ajam-222	170	35	that	that	PRON
ajam-222	170	36	characterised	characterise	VERB
ajam-222	170	37	output	output	NOUN
ajam-222	170	38	commercialisation	commercialisation	NOUN
ajam-222	170	39	among	among	ADP
ajam-222	170	40	smallholder	smallholder	NOUN
ajam-222	170	41	farmers	farmer	NOUN
ajam-222	170	42	in	in	ADP
ajam-222	170	43	nigeria	nigeria	PROPN
ajam-222	170	44	.	.	PUNCT
ajam-222	171	1	the	the	DET
ajam-222	171	2	study	study	NOUN
ajam-222	171	3	further	far	ADV
ajam-222	171	4	underscored	underscore	VERB
ajam-222	171	5	one	one	NUM
ajam-222	171	6	of	of	ADP
ajam-222	171	7	the	the	DET
ajam-222	171	8	critical	critical	ADJ
ajam-222	171	9	challenges	challenge	NOUN
ajam-222	171	10	faced	face	VERB
ajam-222	171	11	by	by	ADP
ajam-222	171	12	women	woman	NOUN
ajam-222	171	13	participation	participation	NOUN
ajam-222	171	14	in	in	ADP
ajam-222	171	15	agriculture	agriculture	NOUN
ajam-222	171	16	(	(	PUNCT
ajam-222	171	17	issue	issue	NOUN
ajam-222	171	18	of	of	ADP
ajam-222	171	19	ownership	ownership	NOUN
ajam-222	171	20	and	and	CCONJ
ajam-222	171	21	control	control	NOUN
ajam-222	171	22	)	)	PUNCT
ajam-222	171	23	.	.	PUNCT
ajam-222	172	1	findings	finding	NOUN
ajam-222	172	2	from	from	ADP
ajam-222	172	3	this	this	DET
ajam-222	172	4	study	study	NOUN
ajam-222	172	5	suggested	suggest	VERB
ajam-222	172	6	that	that	SCONJ
ajam-222	172	7	plot	plot	NOUN
ajam-222	172	8	management	management	NOUN
ajam-222	172	9	and	and	CCONJ
ajam-222	172	10	control	control	NOUN
ajam-222	172	11	as	as	ADV
ajam-222	172	12	well	well	ADV
ajam-222	172	13	as	as	ADP
ajam-222	172	14	decision	decision	NOUN
ajam-222	172	15	over	over	ADP
ajam-222	172	16	earnings	earning	NOUN
ajam-222	172	17	from	from	ADP
ajam-222	172	18	sales	sale	NOUN
ajam-222	172	19	of	of	ADP
ajam-222	172	20	output	output	NOUN
ajam-222	172	21	continued	continue	VERB
ajam-222	172	22	to	to	PART
ajam-222	172	23	be	be	AUX
ajam-222	172	24	dominated	dominate	VERB
ajam-222	172	25	by	by	ADP
ajam-222	172	26	the	the	DET
ajam-222	172	27	male	male	ADJ
ajam-222	172	28	spouse.though	spouse.though	NOUN
ajam-222	172	29	there	there	PRON
ajam-222	172	30	was	be	VERB
ajam-222	172	31	significant	significant	ADJ
ajam-222	172	32	improvement	improvement	NOUN
ajam-222	172	33	in	in	ADP
ajam-222	172	34	market	market	NOUN
ajam-222	172	35	participation	participation	NOUN
ajam-222	172	36	over	over	ADP
ajam-222	172	37	the	the	DET
ajam-222	172	38	two	two	NUM
ajam-222	172	39	periods	period	NOUN
ajam-222	172	40	,	,	PUNCT
ajam-222	172	41	storage	storage	NOUN
ajam-222	172	42	of	of	ADP
ajam-222	172	43	output	output	NOUN
ajam-222	172	44	constituted	constitute	VERB
ajam-222	172	45	critical	critical	ADJ
ajam-222	172	46	problem	problem	NOUN
ajam-222	172	47	.	.	PUNCT
ajam-222	173	1	these	these	PRON
ajam-222	173	2	were	be	AUX
ajam-222	173	3	further	far	ADV
ajam-222	173	4	exacerbated	exacerbate	VERB
ajam-222	173	5	by	by	ADP
ajam-222	173	6	the	the	DET
ajam-222	173	7	location	location	NOUN
ajam-222	173	8	of	of	ADP
ajam-222	173	9	the	the	DET
ajam-222	173	10	house	house	NOUN
ajam-222	173	11	(	(	PUNCT
ajam-222	173	12	90	90	NUM
ajam-222	173	13	%	%	NOUN
ajam-222	173	14	in	in	ADP
ajam-222	173	15	rural	rural	ADJ
ajam-222	173	16	areas	area	NOUN
ajam-222	173	17	)	)	PUNCT
ajam-222	173	18	which	which	PRON
ajam-222	173	19	imposed	impose	VERB
ajam-222	173	20	serious	serious	ADJ
ajam-222	173	21	structural	structural	ADJ
ajam-222	173	22	constraints	constraint	NOUN
ajam-222	173	23	occasioned	occasion	VERB
ajam-222	173	24	by	by	ADP
ajam-222	173	25	the	the	DET
ajam-222	173	26	dearth	dearth	NOUN
ajam-222	173	27	of	of	ADP
ajam-222	173	28	critical	critical	ADJ
ajam-222	173	29	market	market	NOUN
ajam-222	173	30	infrastructure	infrastructure	NOUN
ajam-222	173	31	such	such	ADJ
ajam-222	173	32	as	as	ADP
ajam-222	173	33	transport	transport	NOUN
ajam-222	173	34	and	and	CCONJ
ajam-222	173	35	storage	storage	NOUN
ajam-222	173	36	in	in	ADP
ajam-222	173	37	the	the	DET
ajam-222	173	38	rural	rural	ADJ
ajam-222	173	39	areas.findings	areas.finding	NOUN
ajam-222	173	40	also	also	ADV
ajam-222	173	41	indicated	indicate	VERB
ajam-222	173	42	that	that	SCONJ
ajam-222	173	43	though	though	SCONJ
ajam-222	173	44	increased	increase	VERB
ajam-222	173	45	output	output	NOUN
ajam-222	173	46	enhanced	enhance	VERB
ajam-222	173	47	commercialisation	commercialisation	NOUN
ajam-222	173	48	,	,	PUNCT
ajam-222	173	49	output	output	NOUN
ajam-222	173	50	increased	increase	VERB
ajam-222	173	51	was	be	AUX
ajam-222	173	52	only	only	ADV
ajam-222	173	53	achieved	achieve	VERB
ajam-222	173	54	through	through	ADP
ajam-222	173	55	extensification	extensification	NOUN
ajam-222	173	56	(	(	PUNCT
ajam-222	173	57	increase	increase	NOUN
ajam-222	173	58	in	in	ADP
ajam-222	173	59	area	area	NOUN
ajam-222	173	60	cultivated	cultivate	VERB
ajam-222	173	61	)	)	PUNCT
ajam-222	173	62	and	and	CCONJ
ajam-222	173	63	finally	finally	ADV
ajam-222	173	64	,	,	PUNCT
ajam-222	173	65	the	the	DET
ajam-222	173	66	study	study	NOUN
ajam-222	173	67	underscored	underscore	VERB
ajam-222	173	68	the	the	DET
ajam-222	173	69	significant	significant	NOUN
ajam-222	173	70	of	of	ADP
ajam-222	173	71	output	output	NOUN
ajam-222	173	72	price	price	NOUN
ajam-222	173	73	in	in	ADP
ajam-222	173	74	driving	drive	VERB
ajam-222	173	75	output	output	NOUN
ajam-222	173	76	commercialisation	commercialisation	NOUN
ajam-222	173	77	nevertheless	nevertheless	ADV
ajam-222	173	78	.	.	PUNCT
ajam-222	174	1	acknowledgement	acknowledgement	NOUN
ajam-222	174	2	the	the	DET
ajam-222	174	3	study	study	NOUN
ajam-222	174	4	from	from	ADP
ajam-222	174	5	where	where	SCONJ
ajam-222	174	6	this	this	DET
ajam-222	174	7	article	article	NOUN
ajam-222	174	8	emanated	emanate	VERB
ajam-222	174	9	had	have	AUX
ajam-222	174	10	benefited	benefit	VERB
ajam-222	174	11	immensely	immensely	ADV
ajam-222	174	12	form	form	VERB
ajam-222	174	13	niser	niser	PROPN
ajam-222	174	14	quality	quality	NOUN
ajam-222	174	15	control	control	NOUN
ajam-222	174	16	mechanisms	mechanism	NOUN
ajam-222	174	17	which	which	PRON
ajam-222	174	18	include	include	VERB
ajam-222	174	19	pair	pair	NOUN
ajam-222	174	20	review	review	NOUN
ajam-222	174	21	of	of	ADP
ajam-222	174	22	the	the	DET
ajam-222	174	23	proposal	proposal	NOUN
ajam-222	174	24	and	and	CCONJ
ajam-222	174	25	the	the	DET
ajam-222	174	26	draft	draft	NOUN
ajam-222	174	27	report	report	NOUN
ajam-222	174	28	by	by	ADP
ajam-222	174	29	colleagues	colleague	NOUN
ajam-222	174	30	as	as	ADV
ajam-222	174	31	well	well	ADV
ajam-222	174	32	as	as	ADP
ajam-222	174	33	niser	niser	NOUN
ajam-222	174	34	inhouse	inhouse	NOUN
ajam-222	174	35	seminar	seminar	NOUN
ajam-222	174	36	on	on	ADP
ajam-222	174	37	the	the	DET
ajam-222	174	38	proposal	proposal	NOUN
ajam-222	174	39	and	and	CCONJ
ajam-222	174	40	the	the	DET
ajam-222	174	41	draft	draft	NOUN
ajam-222	174	42	report	report	NOUN
ajam-222	174	43	.	.	PUNCT
ajam-222	175	1	references	reference	NOUN
ajam-222	175	2	abu	abu	PROPN
ajam-222	175	3	,	,	PUNCT
ajam-222	175	4	b.	b.	PROPN
ajam-222	175	5	(	(	PUNCT
ajam-222	175	6	2015	2015	NUM
ajam-222	175	7	):	):	PUNCT
ajam-222	175	8	“	"	PUNCT
ajam-222	175	9	groundnut	groundnut	ADJ
ajam-222	175	10	market	market	NOUN
ajam-222	175	11	participation	participation	NOUN
ajam-222	175	12	in	in	ADP
ajam-222	175	13	upper	upper	ADJ
ajam-222	175	14	west	west	PROPN
ajam-222	175	15	region	region	PROPN
ajam-222	175	16	of	of	ADP
ajam-222	175	17	ghana	ghana	PROPN
ajam-222	175	18	”	"	PUNCT
ajam-222	175	19	.	.	PUNCT
ajam-222	176	1	ghana	ghana	PROPN
ajam-222	176	2	journal	journal	PROPN
ajam-222	176	3	of	of	ADP
ajam-222	176	4	development	development	NOUN
ajam-222	176	5	studies	study	NOUN
ajam-222	176	6	vol	vol	VERB
ajam-222	176	7	12	12	NUM
ajam-222	176	8	no.1	no.1	ADJ
ajam-222	176	9	pp106	pp106	PROPN
ajam-222	176	10	-	-	PUNCT
ajam-222	176	11	124	124	NUM
ajam-222	176	12	.	.	PUNCT
ajam-222	177	1	adenegan	adenegan	PROPN
ajam-222	177	2	,	,	PUNCT
ajam-222	177	3	k.o	k.o	PROPN
ajam-222	177	4	,	,	PUNCT
ajam-222	177	5	olorunsomo	olorunsomo	PROPN
ajam-222	177	6	,	,	PUNCT
ajam-222	177	7	s.o	s.o	PROPN
ajam-222	177	8	.	.	PROPN
ajam-222	177	9	,	,	PUNCT
ajam-222	177	10	nwauwa	nwauwa	PROPN
ajam-222	177	11	,	,	PUNCT
ajam-222	177	12	l.o.e	l.o.e	NOUN
ajam-222	177	13	(	(	PUNCT
ajam-222	177	14	2013	2013	NUM
ajam-222	177	15	)	)	PUNCT
ajam-222	177	16	determinants	determinant	NOUN
ajam-222	177	17	of	of	ADP
ajam-222	177	18	market	market	NOUN
ajam-222	177	19	orientation	orientation	NOUN
ajam-222	177	20	among	among	ADP
ajam-222	177	21	smallholder	smallholder	NOUN
ajam-222	177	22	cassava	cassava	NOUN
ajam-222	177	23	farmers	farmer	NOUN
ajam-222	177	24	in	in	ADP
ajam-222	177	25	nigeria	nigeria	PROPN
ajam-222	177	26	.	.	PUNCT
ajam-222	178	1	global	global	ADJ
ajam-222	178	2	journal	journal	PROPN
ajam-222	178	3	of	of	ADP
ajam-222	178	4	management	management	NOUN
ajam-222	178	5	and	and	CCONJ
ajam-222	178	6	business	business	NOUN
ajam-222	178	7	research	research	NOUN
ajam-222	178	8	finance	finance	NOUN
ajam-222	178	9	,	,	PUNCT
ajam-222	178	10	vol.13	vol.13	NOUN
ajam-222	178	11	,	,	PUNCT
ajam-222	178	12	issue	issue	VERB
ajam-222	178	13	6	6	NUM
ajam-222	178	14	version	version	NOUN
ajam-222	178	15	1.0	1.0	NUM
ajam-222	178	16	.	.	PUNCT
ajam-222	179	1	afework	afework	PROPN
ajam-222	179	2	,	,	PUNCT
ajam-222	179	3	h.	h.	PROPN
ajam-222	179	4	and	and	CCONJ
ajam-222	179	5	e.	e.	PROPN
ajam-222	179	6	geta	geta	PROPN
ajam-222	179	7	(	(	PUNCT
ajam-222	179	8	2016	2016	NUM
ajam-222	179	9	):	):	PUNCT
ajam-222	179	10	“	"	PUNCT
ajam-222	179	11	review	review	NOUN
ajam-222	179	12	of	of	ADP
ajam-222	179	13	smallholder	smallholder	NOUN
ajam-222	179	14	agricultural	agricultural	ADJ
ajam-222	179	15	commercialisation	commercialisation	NOUN
ajam-222	179	16	in	in	ADP
ajam-222	179	17	ethiopia	ethiopia	PROPN
ajam-222	179	18	:	:	PUNCT
ajam-222	179	19	what	what	PRON
ajam-222	179	20	are	be	AUX
ajam-222	179	21	the	the	DET
ajam-222	179	22	driving	drive	VERB
ajam-222	179	23	factors	factor	NOUN
ajam-222	179	24	to	to	PART
ajam-222	179	25	focus	focus	VERB
ajam-222	179	26	on	on	ADP
ajam-222	179	27	?	?	PUNCT
ajam-222	179	28	”	"	PUNCT
ajam-222	179	29	journal	journal	NOUN
ajam-222	179	30	of	of	ADP
ajam-222	179	31	development	development	NOUN
ajam-222	179	32	and	and	CCONJ
ajam-222	179	33	agricultural	agricultural	ADJ
ajam-222	179	34	economics	economic	NOUN
ajam-222	179	35	vol.8(4	vol.8(4	NOUN
ajam-222	179	36	)	)	PUNCT
ajam-222	179	37	6576	6576	NUM
ajam-222	179	38	.	.	PUNCT
ajam-222	180	1	alene	alene	PROPN
ajam-222	180	2	,	,	PUNCT
ajam-222	180	3	a.	a.	PROPN
ajam-222	180	4	d.	d.	PROPN
ajam-222	180	5	,	,	PUNCT
ajam-222	180	6	manyong	manyong	PROPN
ajam-222	180	7	,	,	PUNCT
ajam-222	180	8	v.	v.	ADP
ajam-222	180	9	m.	m.	NOUN
ajam-222	180	10	,	,	PUNCT
ajam-222	180	11	omanya	omanya	PROPN
ajam-222	180	12	,	,	PUNCT
ajam-222	180	13	g.	g.	PROPN
ajam-222	180	14	,	,	PUNCT
ajam-222	180	15	mignouna	mignouna	PROPN
ajam-222	180	16	,	,	PUNCT
ajam-222	180	17	h.	h.	PROPN
ajam-222	180	18	d.	d.	PROPN
ajam-222	180	19	,	,	PUNCT
ajam-222	180	20	bokanga	bokanga	ADJ
ajam-222	180	21	,	,	PUNCT
ajam-222	180	22	m.	m.	NOUN
ajam-222	180	23	,	,	PUNCT
ajam-222	180	24	and	and	CCONJ
ajam-222	180	25	g.	g.	PROPN
ajam-222	180	26	asfaw	asfaw	PROPN
ajam-222	180	27	,	,	PUNCT
ajam-222	180	28	s.	s.	PROPN
ajam-222	180	29	,	,	PUNCT
ajam-222	180	30	shiferaw	shiferaw	PROPN
ajam-222	180	31	,	,	PUNCT
ajam-222	180	32	b.	b.	PROPN
ajam-222	180	33	and	and	CCONJ
ajam-222	180	34	simtowe	simtowe	NOUN
ajam-222	180	35	,	,	PUNCT
ajam-222	180	36	f.	f.	PROPN
ajam-222	180	37	,(2010	,(2010	PUNCT
ajam-222	180	38	)	)	PUNCT
ajam-222	180	39	does	do	AUX
ajam-222	180	40	technology	technology	NOUN
ajam-222	180	41	adoption	adoption	NOUN
ajam-222	180	42	promote	promote	VERB
ajam-222	180	43	at	at	ADP
ajam-222	180	44	:	:	PUNCT
ajam-222	180	45	www.csae.ox.ac.uk	www.csae.ox.ac.uk	ADJ
ajam-222	180	46	/	/	SYM
ajam-222	180	47	conferences/2010edia	conferences/2010edia	NOUN
ajam-222	180	48	/	/	SYM
ajam-222	180	49	papers/121	papers/121	NOUN
ajam-222	180	50	-	-	PUNCT
ajam-222	180	51	asfaw.pdf	asfaw.pdf	PUNCT
ajam-222	180	52	[	[	X
ajam-222	180	53	accessed	access	VERB
ajam-222	180	54	10	10	NUM
ajam-222	180	55	commercialization	commercialization	NOUN
ajam-222	180	56	?	?	PUNCT
ajam-222	181	1	evidence	evidence	NOUN
ajam-222	181	2	from	from	ADP
ajam-222	181	3	chickpea	chickpea	NOUN
ajam-222	181	4	technologies	technology	NOUN
ajam-222	181	5	in	in	ADP
ajam-222	181	6	ethiopia	ethiopia	PROPN
ajam-222	181	7	.	.	PUNCT
ajam-222	182	1	available	available	PROPN
ajam-222	182	2	falola	falola	PROPN
ajam-222	182	3	a.	a.	PROPN
ajam-222	182	4	,	,	PUNCT
ajam-222	182	5	j.o	j.o	PROPN
ajam-222	182	6	.	.	PROPN
ajam-222	182	7	animashaun	animashaun	PROPN
ajam-222	182	8	and	and	CCONJ
ajam-222	182	9	o.d	o.d	PROPN
ajam-222	182	10	.	.	PROPN
ajam-222	182	11	olorunfemi	olorunfemi	PROPN
ajam-222	182	12	(	(	PUNCT
ajam-222	182	13	2014	2014	NUM
ajam-222	182	14	):	):	PUNCT
ajam-222	182	15	determinants	determinant	NOUN
ajam-222	182	16	of	of	ADP
ajam-222	182	17	commercial	commercial	ADJ
ajam-222	182	18	production	production	NOUN
ajam-222	182	19	of	of	ADP
ajam-222	182	20	rice	rice	NOUN
ajam-222	182	21	in	in	ADP
ajam-222	182	22	rice	rice	NOUN
ajam-222	182	23	producing	produce	VERB
ajam-222	182	24	area	area	NOUN
ajam-222	182	25	of	of	ADP
ajam-222	182	26	kwara	kwara	PROPN
ajam-222	182	27	state	state	PROPN
ajam-222	182	28	,	,	PUNCT
ajam-222	182	29	nigeria	nigeria	PROPN
ajam-222	182	30	.	.	PUNCT
ajam-222	183	1	albama	albama	PROPN
ajam-222	183	2	journal	journal	PROPN
ajam-222	183	3	of	of	ADP
ajam-222	183	4	agricultural	agricultural	ADJ
ajam-222	183	5	science	science	NOUN
ajam-222	183	6	vol13	vol13	NOUN
ajam-222	183	7	(	(	PUNCT
ajam-222	183	8	2	2	NUM
ajam-222	183	9	)	)	PUNCT
ajam-222	183	10	5965	5965	NUM
ajam-222	183	11	june	june	PROPN
ajam-222	183	12	2011	2011	NUM
ajam-222	183	13	]	]	PUNCT
ajam-222	183	14	.	.	PUNCT
ajam-222	184	1	kabiti	kabiti	PROPN
ajam-222	184	2	,	,	PUNCT
ajam-222	184	3	h.m	h.m	PROPN
ajam-222	184	4	.	.	PROPN
ajam-222	184	5	,	,	PUNCT
ajam-222	184	6	n.e	n.e	PROPN
ajam-222	184	7	.	.	PUNCT
ajam-222	184	8	raidimi	raidimi	PROPN
ajam-222	184	9	,	,	PUNCT
ajam-222	184	10	t.k	t.k	PROPN
ajam-222	184	11	.	.	PROPN
ajam-222	184	12	pfumayaramba	pfumayaramba	PROPN
ajam-222	184	13	and	and	CCONJ
ajam-222	184	14	p.k	p.k	PROPN
ajam-222	184	15	.	.	PROPN
ajam-222	184	16	chauke	chauke	PROPN
ajam-222	184	17	(	(	PUNCT
ajam-222	184	18	2016	2016	NUM
ajam-222	184	19	):	):	PUNCT
ajam-222	184	20	determinants	determinant	NOUN
ajam-222	184	21	of	of	ADP
ajam-222	184	22	agricultural	agricultural	ADJ
ajam-222	184	23	commercialisation	commercialisation	NOUN
ajam-222	184	24	among	among	ADP
ajam-222	184	25	smallholder	smallholder	NOUN
ajam-222	184	26	farmers	farmer	NOUN
ajam-222	184	27	in	in	ADP
ajam-222	184	28	munyati	munyati	PROPN
ajam-222	184	29	resettlement	resettlement	PROPN
ajam-222	184	30	area	area	NOUN
ajam-222	184	31	,	,	PUNCT
ajam-222	184	32	chikomba	chikomba	PROPN
ajam-222	184	33	district	district	PROPN
ajam-222	184	34	,	,	PUNCT
ajam-222	184	35	zimbabwe	zimbabwe	NOUN
ajam-222	184	36	.	.	PUNCT
ajam-222	185	1	human	human	ADJ
ajam-222	185	2	ecology	ecology	NOUN
ajam-222	185	3	53	53	NUM
ajam-222	185	4	pp10	pp10	PROPN
ajam-222	185	5	-	-	PUNCT
ajam-222	185	6	19	19	NUM
ajam-222	185	7	manyong	manyong	NOUN
ajam-222	185	8	,	,	PUNCT
ajam-222	185	9	v.m	v.m	PROPN
ajam-222	185	10	.	.	PROPN
ajam-222	185	11	,	,	PUNCT
ajam-222	185	12	a.	a.	PROPN
ajam-222	185	13	ikpi	ikpi	PROPN
ajam-222	185	14	,	,	PUNCT
ajam-222	185	15	j.k	j.k	PROPN
ajam-222	185	16	.	.	PROPN
ajam-222	185	17	olayemi	olayemi	PROPN
ajam-222	185	18	,	,	PUNCT
ajam-222	185	19	s.a	s.a	PROPN
ajam-222	185	20	.	.	PROPN
ajam-222	185	21	yusuf	yusuf	PROPN
ajam-222	185	22	,	,	PUNCT
ajam-222	185	23	b.t	b.t	PROPN
ajam-222	185	24	.	.	PROPN
ajam-222	185	25	omonona	omonona	PROPN
ajam-222	185	26	,	,	PUNCT
ajam-222	186	1	v.	v.	ADP
ajam-222	186	2	okoruwa	okoruwa	ADJ
ajam-222	186	3	,	,	PUNCT
ajam-222	186	4	and	and	CCONJ
ajam-222	186	5	f.s	f.s	PROPN
ajam-222	186	6	.	.	PROPN
ajam-222	186	7	idachaba	idachaba	PROPN
ajam-222	186	8	(	(	PUNCT
ajam-222	186	9	2005	2005	NUM
ajam-222	186	10	):	):	PUNCT
ajam-222	186	11	agriculture	agriculture	NOUN
ajam-222	186	12	in	in	ADP
ajam-222	186	13	nigeria	nigeria	PROPN
ajam-222	186	14	:	:	PUNCT
ajam-222	186	15	identifying	identify	VERB
ajam-222	186	16	opportunities	opportunity	NOUN
ajam-222	186	17	for	for	ADP
ajam-222	186	18	increased	increase	VERB
ajam-222	186	19	commercialisation	commercialisation	NOUN
ajam-222	186	20	and	and	CCONJ
ajam-222	186	21	investment	investment	NOUN
ajam-222	186	22	.	.	PUNCT
ajam-222	187	1	iita	iita	PROPN
ajam-222	187	2	,	,	PUNCT
ajam-222	187	3	ibadan	ibadan	PROPN
ajam-222	187	4	.	.	PUNCT
ajam-222	188	1	nigeria	nigeria	PROPN
ajam-222	188	2	.	.	PUNCT
ajam-222	189	1	marithi	marithi	PROPN
ajam-222	189	2	,	,	PUNCT
ajam-222	189	3	b.w	b.w	PROPN
ajam-222	189	4	.	.	PROPN
ajam-222	189	5	,	,	PUNCT
ajam-222	189	6	j.a	j.a	PROPN
ajam-222	189	7	.	.	PROPN
ajam-222	189	8	matz	matz	PROPN
ajam-222	189	9	(	(	PUNCT
ajam-222	189	10	2014	2014	NUM
ajam-222	189	11	):	):	PUNCT
ajam-222	189	12	“	"	PUNCT
ajam-222	189	13	welfare	welfare	NOUN
ajam-222	189	14	effects	effect	NOUN
ajam-222	189	15	of	of	ADP
ajam-222	189	16	vegetables	vegetable	NOUN
ajam-222	189	17	commercialisation	commercialisation	NOUN
ajam-222	189	18	:	:	PUNCT
ajam-222	189	19	evidence	evidence	NOUN
ajam-222	189	20	from	from	ADP
ajam-222	189	21	smallholder	smallholder	NOUN
ajam-222	189	22	producers	producer	NOUN
ajam-222	189	23	in	in	ADP
ajam-222	189	24	kenya	kenya	PROPN
ajam-222	189	25	”	"	PUNCT
ajam-222	189	26	.	.	PUNCT
ajam-222	190	1	food	food	NOUN
ajam-222	190	2	policy	policy	NOUN
ajam-222	190	3	50	50	NUM
ajam-222	190	4	pp80	pp80	PROPN
ajam-222	190	5	-	-	PUNCT
ajam-222	190	6	91	91	NUM
ajam-222	190	7	.	.	PUNCT
ajam-222	191	1	martey	martey	PROPN
ajam-222	191	2	e.	e.	PROPN
ajam-222	191	3	,	,	PUNCT
ajam-222	191	4	r.m	r.m	PROPN
ajam-222	191	5	.	.	PROPN
ajam-222	191	6	al	al	PROPN
ajam-222	191	7	-	-	PUNCT
ajam-222	191	8	hassan	hassan	PROPN
ajam-222	191	9	and	and	CCONJ
ajam-222	191	10	j.k.m	j.k.m	PROPN
ajam-222	191	11	.	.	PUNCT
ajam-222	192	1	kuwornu	kuwornu	PROPN
ajam-222	192	2	(	(	PUNCT
ajam-222	192	3	2012	2012	NUM
ajam-222	192	4	):	):	PUNCT
ajam-222	192	5	“	"	PUNCT
ajam-222	192	6	commercialization	commercialization	NOUN
ajam-222	192	7	of	of	ADP
ajam-222	192	8	smallholder	smallholder	NOUN
ajam-222	192	9	agriculture	agriculture	NOUN
ajam-222	192	10	in	in	ADP
ajam-222	192	11	ghana	ghana	PROPN
ajam-222	192	12	:	:	PUNCT
ajam-222	192	13	a	a	DET
ajam-222	192	14	tobit	tobit	NOUN
ajam-222	192	15	regression	regression	NOUN
ajam-222	192	16	analysis	analysis	NOUN
ajam-222	192	17	”	"	PUNCT
ajam-222	192	18	.	.	PUNCT
ajam-222	193	1	african	african	ADJ
ajam-222	193	2	journal	journal	PROPN
ajam-222	193	3	of	of	ADP
ajam-222	193	4	agricultural	agricultural	ADJ
ajam-222	193	5	research	research	NOUN
ajam-222	193	6	,	,	PUNCT
ajam-222	193	7	vol	vol	NOUN
ajam-222	193	8	.	.	PUNCT
ajam-222	193	9	7(14	7(14	NUM
ajam-222	193	10	)	)	PUNCT
ajam-222	193	11	2131	2131	NUM
ajam-222	193	12	-	-	SYM
ajam-222	193	13	2141	2141	NUM
ajam-222	193	14	martey	martey	NOUN
ajam-222	193	15	,	,	PUNCT
ajam-222	193	16	e	e	X
ajam-222	193	17	(	(	PUNCT
ajam-222	193	18	2014	2014	NUM
ajam-222	193	19	):	):	PUNCT
ajam-222	193	20	market	market	NOUN
ajam-222	193	21	information	information	NOUN
ajam-222	193	22	and	and	CCONJ
ajam-222	193	23	extent	extent	NOUN
ajam-222	193	24	of	of	ADP
ajam-222	193	25	agricultural	agricultural	ADJ
ajam-222	193	26	commercialization	commercialization	NOUN
ajam-222	193	27	:	:	PUNCT
ajam-222	193	28	empirical	empirical	ADJ
ajam-222	193	29	evidence	evidence	NOUN
ajam-222	193	30	from	from	ADP
ajam-222	193	31	smallholder	smallholder	NOUN
ajam-222	193	32	farmers	farmer	NOUN
ajam-222	193	33	in	in	ADP
ajam-222	193	34	effutu	effutu	PROPN
ajam-222	193	35	municipality	municipality	NOUN
ajam-222	193	36	of	of	ADP
ajam-222	193	37	ghana	ghana	PROPN
ajam-222	193	38	.	.	PUNCT
ajam-222	194	1	american	american	PROPN
ajam-222	194	2	journal	journal	PROPN
ajam-222	194	3	of	of	ADP
ajam-222	194	4	experimental	experimental	ADJ
ajam-222	194	5	agriculture	agriculture	NOUN
ajam-222	194	6	,	,	PUNCT
ajam-222	194	7	4(12	4(12	NUM
ajam-222	194	8	):	):	PUNCT
ajam-222	194	9	1680	1680	NUM
ajam-222	194	10	-	-	SYM
ajam-222	194	11	1696	1696	NUM
ajam-222	194	12	.	.	PUNCT
ajam-222	195	1	national	national	PROPN
ajam-222	195	2	bureau	bureau	PROPN
ajam-222	195	3	of	of	ADP
ajam-222	195	4	statistics	statistic	NOUN
ajam-222	195	5	(	(	PUNCT
ajam-222	195	6	2012	2012	NUM
ajam-222	195	7	):	):	PUNCT
ajam-222	195	8	“	"	PUNCT
ajam-222	195	9	national	national	ADJ
ajam-222	195	10	agricultural	agricultural	ADJ
ajam-222	195	11	sample	sample	NOUN
ajam-222	195	12	survey	survey	NOUN
ajam-222	195	13	2010/2011	2010/2011	NUM
ajam-222	195	14	”	"	PUNCT
ajam-222	195	15	.	.	PUNCT
ajam-222	196	1	draft	draft	NOUN
ajam-222	196	2	report	report	NOUN
ajam-222	196	3	.	.	PUNCT
ajam-222	197	1	www.nigerianstat.gov.ng	www.nigerianstat.gov.ng	NOUN
ajam-222	197	2	.	.	PUNCT
ajam-222	198	1	abuja	abuja	PROPN
ajam-222	198	2	http://www.nigerianstat.gov.ng/	http://www.nigerianstat.gov.ng/	VERB
ajam-222	198	3	okezie	okezie	PROPN
ajam-222	198	4	,	,	PUNCT
ajam-222	198	5	c.a	c.a	PROPN
ajam-222	198	6	.	.	PROPN
ajam-222	198	7	,	,	PUNCT
ajam-222	198	8	j.	j.	PROPN
ajam-222	198	9	sulaiman1	sulaiman1	PROPN
ajam-222	198	10	,	,	PUNCT
ajam-222	198	11	a.	a.	PROPN
ajam-222	198	12	c.	c.	PROPN
ajam-222	198	13	nwosu	nwosu	PROPN
ajam-222	198	14	(	(	PUNCT
ajam-222	198	15	2012	2012	NUM
ajam-222	198	16	)	)	PUNCT
ajam-222	198	17	farm	farm	NOUN
ajam-222	198	18	–	–	PUNCT
ajam-222	198	19	level	level	NOUN
ajam-222	198	20	determinants	determinant	NOUN
ajam-222	198	21	of	of	ADP
ajam-222	198	22	agricultural	agricultural	ADJ
ajam-222	198	23	commercialization	commercialization	NOUN
ajam-222	198	24	.	.	PUNCT
ajam-222	199	1	in	in	ADP
ajam-222	199	2	international	international	ADJ
ajam-222	199	3	journal	journal	NOUN
ajam-222	199	4	of	of	ADP
ajam-222	199	5	agriculture	agriculture	NOUN
ajam-222	199	6	and	and	CCONJ
ajam-222	199	7	forestry	forestry	NOUN
ajam-222	199	8	2012	2012	NUM
ajam-222	199	9	,	,	PUNCT
ajam-222	199	10	2(2	2(2	NUM
ajam-222	199	11	):	):	PUNCT
ajam-222	199	12	1	1	NUM
ajam-222	199	13	-	-	SYM
ajam-222	199	14	5	5	NUM
ajam-222	199	15	.	.	PUNCT
ajam-222	199	16	olanrewaju	olanrewaju	PROPN
ajam-222	199	17	,	,	PUNCT
ajam-222	199	18	e.c	e.c	PROPN
ajam-222	199	19	;	;	PUNCT
ajam-222	199	20	k.o	k.o	PROPN
ajam-222	199	21	.	.	PROPN
ajam-222	199	22	adenegan	adenegan	PROPN
ajam-222	199	23	and	and	CCONJ
ajam-222	199	24	o.o	o.o	PROPN
ajam-222	199	25	.	.	PROPN
ajam-222	199	26	alawode	alawode	PROPN
ajam-222	199	27	(	(	PUNCT
ajam-222	199	28	2016	2016	NUM
ajam-222	199	29	):	):	PUNCT
ajam-222	199	30	„	„	PUNCT
ajam-222	199	31	assessment	assessment	NOUN
ajam-222	199	32	of	of	ADP
ajam-222	199	33	crop	crop	NOUN
ajam-222	199	34	commercialisation	commercialisation	NOUN
ajam-222	199	35	among	among	ADP
ajam-222	199	36	smallholder	smallholder	NOUN
ajam-222	199	37	farming	farming	NOUN
ajam-222	199	38	households	household	NOUN
ajam-222	199	39	in	in	ADP
ajam-222	199	40	southwest	southwest	PROPN
ajam-222	199	41	nigeria	nigeria	PROPN
ajam-222	199	42	”	"	PUNCT
ajam-222	199	43	.	.	PUNCT
ajam-222	200	1	international	international	ADJ
ajam-222	200	2	journal	journal	PROPN
ajam-222	200	3	of	of	ADP
ajam-222	200	4	scientific	scientific	ADJ
ajam-222	200	5	research	research	NOUN
ajam-222	200	6	in	in	ADP
ajam-222	200	7	science	science	NOUN
ajam-222	200	8	and	and	CCONJ
ajam-222	200	9	technology	technology	NOUN
ajam-222	200	10	.	.	PUNCT
ajam-222	201	1	vol	vol	NOUN
ajam-222	201	2	2	2	NUM
ajam-222	201	3	(	(	PUNCT
ajam-222	201	4	6	6	NUM
ajam-222	201	5	)	)	PUNCT
ajam-222	201	6	pp478	pp478	PROPN
ajam-222	201	7	-	-	PUNCT
ajam-222	201	8	486	486	NUM
ajam-222	201	9	onoja	onoja	NOUN
ajam-222	201	10	,	,	PUNCT
ajam-222	201	11	a.o	a.o	PROPN
ajam-222	201	12	.	.	PROPN
ajam-222	201	13	,	,	PUNCT
ajam-222	201	14	b.	b.	PROPN
ajam-222	201	15	b.	b.	PROPN
ajam-222	201	16	usoroh	usoroh	PROPN
ajam-222	201	17	,	,	PUNCT
ajam-222	201	18	d.	d.	PROPN
ajam-222	201	19	t.	t.	PROPN
ajam-222	201	20	adieme	adieme	PROPN
ajam-222	201	21	,	,	PUNCT
ajam-222	201	22	and	and	CCONJ
ajam-222	201	23	n.j	n.j	PROPN
ajam-222	201	24	.	.	PROPN
ajam-222	201	25	deedam	deedam	NOUN
ajam-222	201	26	(	(	PUNCT
ajam-222	201	27	2012):”determinants	2012):”determinant	NOUN
ajam-222	201	28	of	of	ADP
ajam-222	201	29	market	market	NOUN
ajam-222	201	30	participation	participation	NOUN
ajam-222	201	31	in	in	ADP
ajam-222	201	32	nigerian	nigerian	ADJ
ajam-222	201	33	small	small	ADJ
ajam-222	201	34	-	-	PUNCT
ajam-222	201	35	scale	scale	NOUN
ajam-222	201	36	fishery	fishery	NOUN
ajam-222	201	37	sector	sector	NOUN
ajam-222	201	38	:	:	PUNCT
ajam-222	201	39	evidence	evidence	NOUN
ajam-222	201	40	from	from	ADP
ajam-222	201	41	niger	niger	PROPN
ajam-222	201	42	delta	delta	NOUN
ajam-222	201	43	region”.the	region”.the	DET
ajam-222	201	44	journal	journal	NOUN
ajam-222	201	45	of	of	ADP
ajam-222	201	46	sustainable	sustainable	ADJ
ajam-222	201	47	development	development	NOUN
ajam-222	201	48	vol	vol	NOUN
ajam-222	201	49	.	.	PROPN
ajam-222	201	50	9	9	NUM
ajam-222	201	51	,	,	PUNCT
ajam-222	201	52	iss	iss	PROPN
ajam-222	201	53	.	.	PROPN
ajam-222	201	54	1	1	NUM
ajam-222	201	55	(	(	PUNCT
ajam-222	201	56	2012	2012	NUM
ajam-222	201	57	)	)	PUNCT
ajam-222	201	58	,	,	PUNCT
ajam-222	201	59	pp	pp	ADP
ajam-222	201	60	.	.	PUNCT
ajam-222	202	1	69	69	NUM
ajam-222	202	2	–	–	PUNCT
ajam-222	202	3	84	84	NUM
ajam-222	202	4	.	.	PUNCT
ajam-222	203	1	oteh	oteh	NOUN
ajam-222	203	2	,	,	PUNCT
ajam-222	203	3	o.u	o.u	PROPN
ajam-222	203	4	.	.	PROPN
ajam-222	203	5	,	,	PUNCT
ajam-222	203	6	i.	i.	PROPN
ajam-222	203	7	n.	n.	PROPN
ajam-222	203	8	nwachukwu	nwachukwu	PROPN
ajam-222	203	9	(	(	PUNCT
ajam-222	203	10	2014	2014	NUM
ajam-222	203	11	)	)	PUNCT
ajam-222	203	12	.	.	PUNCT
ajam-222	204	1	“	"	PUNCT
ajam-222	204	2	efect	efect	NOUN
ajam-222	204	3	of	of	ADP
ajam-222	204	4	commercialization	commercialization	NOUN
ajam-222	204	5	on	on	ADP
ajam-222	204	6	productive	productive	ADJ
ajam-222	204	7	capacity	capacity	NOUN
ajam-222	204	8	among	among	ADP
ajam-222	204	9	cassava	cassava	NOUN
ajam-222	204	10	producing	produce	VERB
ajam-222	204	11	households	household	NOUN
ajam-222	204	12	in	in	ADP
ajam-222	204	13	ikwuano	ikwuano	ADJ
ajam-222	204	14	local	local	ADJ
ajam-222	204	15	government	government	NOUN
ajam-222	204	16	area	area	NOUN
ajam-222	204	17	of	of	ADP
ajam-222	204	18	abia	abia	PROPN
ajam-222	204	19	state	state	PROPN
ajam-222	204	20	,	,	PUNCT
ajam-222	204	21	nigeria‟.in	nigeria‟.in	NOUN
ajam-222	204	22	scientific	scientific	ADJ
ajam-222	204	23	papers	paper	NOUN
ajam-222	204	24	series	series	PROPN
ajam-222	204	25	management	management	NOUN
ajam-222	204	26	,	,	PUNCT
ajam-222	204	27	economic	economic	ADJ
ajam-222	204	28	engineering	engineering	NOUN
ajam-222	204	29	in	in	ADP
ajam-222	204	30	agriculture	agriculture	NOUN
ajam-222	204	31	and	and	CCONJ
ajam-222	204	32	rural	rural	ADJ
ajam-222	204	33	development	development	NOUN
ajam-222	204	34	,	,	PUNCT
ajam-222	204	35	vol	vol	NOUN
ajam-222	204	36	.	.	PROPN
ajam-222	204	37	14	14	NUM
ajam-222	204	38	,	,	PUNCT
ajam-222	204	39	issue	issue	NOUN
ajam-222	204	40	3	3	NUM
ajam-222	204	41	,	,	PUNCT
ajam-222	204	42	2014	2014	NUM
ajam-222	204	43	.	.	PUNCT
ajam-222	205	1	print	print	NOUN
ajam-222	205	2	issn	issn	PROPN
ajam-222	205	3	2284	2284	NUM
ajam-222	205	4	-	-	SYM
ajam-222	205	5	7995	7995	NUM
ajam-222	205	6	,	,	PUNCT
ajam-222	205	7	e	e	X
ajam-222	205	8	-	-	VERB
ajam-222	205	9	issn	issn	VERB
ajam-222	205	10	2285	2285	NUM
ajam-222	205	11	3952	3952	NUM
ajam-222	205	12	.	.	PUNCT
ajam-222	206	1	pingali	pingali	PROPN
ajam-222	206	2	,	,	PUNCT
ajam-222	206	3	p.l	p.l	PROPN
ajam-222	206	4	.	.	PROPN
ajam-222	206	5	,	,	PUNCT
ajam-222	206	6	and	and	CCONJ
ajam-222	206	7	m.w	m.w	PROPN
ajam-222	206	8	.	.	PROPN
ajam-222	206	9	rosegrant	rosegrant	NOUN
ajam-222	206	10	.	.	PUNCT
ajam-222	207	1	(	(	PUNCT
ajam-222	207	2	1995	1995	NUM
ajam-222	207	3	):	):	PUNCT
ajam-222	207	4	“	"	PUNCT
ajam-222	207	5	agricultural	agricultural	ADJ
ajam-222	207	6	commercialization	commercialization	NOUN
ajam-222	207	7	anddiversification	anddiversification	NOUN
ajam-222	207	8	:	:	PUNCT
ajam-222	207	9	processes	process	NOUN
ajam-222	207	10	and	and	CCONJ
ajam-222	207	11	policies	policy	NOUN
ajam-222	207	12	.	.	PUNCT
ajam-222	207	13	”	"	PUNCT
ajam-222	208	1	food	food	NOUN
ajam-222	208	2	policy	policy	NOUN
ajam-222	208	3	20	20	NUM
ajam-222	208	4	(	(	PUNCT
ajam-222	208	5	3	3	NUM
ajam-222	208	6	):	):	PUNCT
ajam-222	208	7	171–85	171–85	NUM
ajam-222	208	8	.	.	PUNCT
ajam-222	209	1	pradhan	pradhan	PROPN
ajam-222	209	2	k	k	PROPN
ajam-222	209	3	,	,	PUNCT
ajam-222	209	4	dewina	dewina	ADJ
ajam-222	209	5	r	r	NOUN
ajam-222	209	6	,	,	PUNCT
ajam-222	209	7	minsten	minsten	NOUN
ajam-222	209	8	b	b	X
ajam-222	209	9	(	(	PUNCT
ajam-222	209	10	2010	2010	NUM
ajam-222	209	11	):	):	PUNCT
ajam-222	209	12	agricultural	agricultural	ADJ
ajam-222	209	13	commercialization	commercialization	NOUN
ajam-222	209	14	and	and	CCONJ
ajam-222	209	15	diversification	diversification	NOUN
ajam-222	209	16	in	in	ADP
ajam-222	209	17	bhutan	bhutan	PROPN
ajam-222	209	18	..	..	SYM
ajam-222	209	19	ifpri	ifpri	PROPN
ajam-222	209	20	,	,	PUNCT
ajam-222	209	21	washington	washington	PROPN
ajam-222	209	22	,	,	PUNCT
ajam-222	209	23	dc	dc	PROPN
ajam-222	209	24	,	,	PUNCT
ajam-222	209	25	usa	usa	PROPN
ajam-222	209	26	.	.	PROPN
ajam-222	209	27	sigei	sigei	PROPN
ajam-222	209	28	,	,	PUNCT
ajam-222	209	29	g.	g.	PROPN
ajam-222	209	30	,	,	PUNCT
ajam-222	209	31	h.	h.	PROPN
ajam-222	209	32	bett	bett	PROPN
ajam-222	209	33	and	and	CCONJ
ajam-222	209	34	l.kibet	l.kibet	PROPN
ajam-222	209	35	(	(	PUNCT
ajam-222	209	36	2014),”determinants	2014),”determinants	NUM
ajam-222	209	37	of	of	ADP
ajam-222	209	38	market	market	NOUN
ajam-222	209	39	participation	participation	NOUN
ajam-222	209	40	among	among	ADP
ajam-222	209	41	small	small	ADJ
ajam-222	209	42	-	-	PUNCT
ajam-222	209	43	scale	scale	NOUN
ajam-222	209	44	pineapple	pineapple	NOUN
ajam-222	209	45	farmers	farmer	NOUN
ajam-222	209	46	in	in	ADP
ajam-222	209	47	kericho	kericho	PROPN
ajam-222	209	48	county	county	PROPN
ajam-222	209	49	,	,	PUNCT
ajam-222	209	50	kenya”.a	kenya”.a	ADJ
ajam-222	209	51	thesis	thesis	NOUN
ajam-222	209	52	submitted	submit	VERB
ajam-222	209	53	to	to	PART
ajam-222	209	54	graduate	graduate	VERB
ajam-222	209	55	school	school	NOUN
ajam-222	209	56	in	in	ADP
ajam-222	209	57	partial	partial	ADJ
ajam-222	209	58	fulfillment	fulfillment	NOUN
ajam-222	209	59	for	for	ADP
ajam-222	209	60	the	the	DET
ajam-222	209	61	requirement	requirement	NOUN
ajam-222	209	62	for	for	ADP
ajam-222	209	63	the	the	DET
ajam-222	209	64	master	master	PROPN
ajam-222	209	65	of	of	ADP
ajam-222	209	66	science	science	NOUN
ajam-222	209	67	degree	degree	NOUN
ajam-222	209	68	in	in	ADP
ajam-222	209	69	agricultural	agricultural	ADJ
ajam-222	209	70	and	and	CCONJ
ajam-222	209	71	applied	applied	ADJ
ajam-222	209	72	economics	economic	NOUN
ajam-222	209	73	of	of	ADP
ajam-222	209	74	egerton	egerton	PROPN
ajam-222	209	75	university	university	PROPN
ajam-222	209	76	.	.	PUNCT
ajam-222	210	1	published	publish	VERB
ajam-222	210	2	online	online	ADV
ajam-222	210	3	by	by	ADP
ajam-222	210	4	munich	munich	PROPN
ajam-222	210	5	personal	personal	PROPN
ajam-222	210	6	repec	repec	PROPN
ajam-222	210	7	archive	archive	NOUN
ajam-222	210	8	(	(	PUNCT
ajam-222	210	9	mpra	mpra	PROPN
ajam-222	210	10	)	)	PUNCT
ajam-222	210	11	online	online	ADV
ajam-222	210	12	at	at	ADP
ajam-222	210	13	http://mpra.ub.unimuenchen.de/56149/	http://mpra.ub.unimuenchen.de/56149/	PROPN
ajam-222	210	14	ugwu	ugwu	ADJ
ajam-222	210	15	,	,	PUNCT
ajam-222	210	16	j.n	j.n	PROPN
ajam-222	210	17	and	and	CCONJ
ajam-222	210	18	j.o	j.o	PROPN
ajam-222	210	19	.	.	PROPN
ajam-222	211	1	alimba	alimba	ADV
ajam-222	211	2	(	(	PUNCT
ajam-222	211	3	2018	2018	NUM
ajam-222	211	4	):	):	PUNCT
ajam-222	211	5	“	"	PUNCT
ajam-222	211	6	determinants	determinant	NOUN
ajam-222	211	7	of	of	ADP
ajam-222	211	8	commercialisation	commercialisation	NOUN
ajam-222	211	9	of	of	ADP
ajam-222	211	10	staple	staple	NOUN
ajam-222	211	11	crops	crop	NOUN
ajam-222	211	12	among	among	ADP
ajam-222	211	13	smallholder	smallholder	NOUN
ajam-222	211	14	farmers	farmer	NOUN
ajam-222	211	15	in	in	ADP
ajam-222	211	16	southeast	southeast	ADJ
ajam-222	211	17	nigeria”.asian	nigeria”.asian	ADJ
ajam-222	211	18	journal	journal	NOUN
ajam-222	211	19	of	of	ADP
ajam-222	211	20	advances	advance	NOUN
ajam-222	211	21	in	in	ADP
ajam-222	211	22	agricultural	agricultural	ADJ
ajam-222	211	23	research	research	NOUN
ajam-222	211	24	8(93	8(93	NUM
ajam-222	211	25	)	)	PUNCT
ajam-222	211	26	pp1	pp1	NOUN
ajam-222	211	27	-	-	PUNCT
ajam-222	211	28	7	7	NUM
ajam-222	211	29	.	.	PUNCT
ajam-222	212	1	http://mpra.ub.uni-muenchen.de/56149/	http://mpra.ub.uni-muenchen.de/56149/	ADJ
ajam-222	212	2	http://mpra.ub.uni-muenchen.de/56149/	http://mpra.ub.uni-muenchen.de/56149/	ADV