id	sid	tid	token	lemma	pos
ajam-57	1	1	african	african	ADJ
ajam-57	1	2	journal	journal	NOUN
ajam-57	1	3	of	of	ADP
ajam-57	1	4	agricultural	agricultural	ADJ
ajam-57	1	5	marketing	marketing	NOUN
ajam-57	1	6	vol	vol	NOUN
ajam-57	1	7	.	.	PROPN
ajam-57	1	8	2	2	NUM
ajam-57	1	9	(	(	PUNCT
ajam-57	1	10	1	1	NUM
ajam-57	1	11	)	)	PUNCT
ajam-57	1	12	,	,	PUNCT
ajam-57	1	13	pp	pp	PROPN
ajam-57	1	14	.	.	PUNCT
ajam-57	1	15	082	082	NUM
ajam-57	1	16	-	-	PUNCT
ajam-57	1	17	090	090	NUM
ajam-57	1	18	,	,	PUNCT
ajam-57	1	19	january	january	PROPN
ajam-57	1	20	,	,	PUNCT
ajam-57	1	21	2014	2014	NUM
ajam-57	1	22	.	.	PUNCT
ajam-57	2	1	available	available	ADJ
ajam-57	2	2	online	online	ADV
ajam-57	2	3	at	at	ADP
ajam-57	2	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-57	2	5	©	©	PROPN
ajam-57	2	6	international	international	ADJ
ajam-57	2	7	scholars	scholar	NOUN
ajam-57	2	8	journals	journal	VERB
ajam-57	2	9	full	full	ADJ
ajam-57	2	10	length	length	NOUN
ajam-57	2	11	research	research	NOUN
ajam-57	2	12	paper	paper	NOUN
ajam-57	2	13	determinants	determinant	NOUN
ajam-57	2	14	of	of	ADP
ajam-57	2	15	soybean	soybean	NOUN
ajam-57	2	16	market	market	NOUN
ajam-57	2	17	involvement	involvement	NOUN
ajam-57	2	18	by	by	ADP
ajam-57	2	19	smallholder	smallholder	NOUN
ajam-57	2	20	farmers	farmer	NOUN
ajam-57	2	21	in	in	ADP
ajam-57	2	22	zimbabwe	zimbabwe	PROPN
ajam-57	2	23	jackson	jackson	PROPN
ajam-57	2	24	okemute	okemute	PROPN
ajam-57	3	1	1	1	NUM
ajam-57	3	2	*	*	PUNCT
ajam-57	3	3	,	,	PUNCT
ajam-57	3	4	bogos	bogo	NOUN
ajam-57	3	5	sefas	sefas	NOUN
ajam-57	3	6	1	1	NUM
ajam-57	3	7	,	,	PUNCT
ajam-57	3	8	james	jame	NOUN
ajam-57	3	9	igari	igari	VERB
ajam-57	3	10	2	2	NUM
ajam-57	3	11	and	and	CCONJ
ajam-57	3	12	mary	mary	PROPN
ajam-57	3	13	oduma	oduma	ADV
ajam-57	3	14	3	3	NUM
ajam-57	3	15	1	1	NUM
ajam-57	3	16	international	international	ADJ
ajam-57	3	17	centre	centre	NOUN
ajam-57	3	18	for	for	ADP
ajam-57	3	19	tropical	tropical	ADJ
ajam-57	3	20	agriculture	agriculture	NOUN
ajam-57	3	21	,	,	PUNCT
ajam-57	3	22	(	(	PUNCT
ajam-57	3	23	ciat	ciat	PROPN
ajam-57	3	24	)	)	PUNCT
ajam-57	3	25	,	,	PUNCT
ajam-57	3	26	p.o	p.o	PROPN
ajam-57	3	27	.	.	PROPN
ajam-57	3	28	box	box	PROPN
ajam-57	3	29	mp228	mp228	PROPN
ajam-57	3	30	mt	mt	PROPN
ajam-57	3	31	pleasant	pleasant	PROPN
ajam-57	3	32	,	,	PUNCT
ajam-57	3	33	harare	harare	PROPN
ajam-57	3	34	,	,	PUNCT
ajam-57	3	35	zimbabwe	zimbabwe	PROPN
ajam-57	3	36	.	.	NOUN
ajam-57	3	37	2	2	NUM
ajam-57	3	38	centre	centre	NOUN
ajam-57	3	39	for	for	ADP
ajam-57	3	40	applied	apply	VERB
ajam-57	3	41	social	social	ADJ
ajam-57	3	42	sciences	science	NOUN
ajam-57	3	43	,	,	PUNCT
ajam-57	3	44	university	university	NOUN
ajam-57	3	45	of	of	ADP
ajam-57	3	46	zimbabwe	zimbabwe	PROPN
ajam-57	3	47	,	,	PUNCT
ajam-57	3	48	p.	p.	PROPN
ajam-57	3	49	o.	o.	PROPN
ajam-57	3	50	box	box	PROPN
ajam-57	4	1	mp167	mp167	PROPN
ajam-57	4	2	mt	mt	PROPN
ajam-57	4	3	pleasant	pleasant	PROPN
ajam-57	4	4	,	,	PUNCT
ajam-57	4	5	harare	harare	PROPN
ajam-57	4	6	,	,	PUNCT
ajam-57	4	7	zimbabwe	zimbabwe	PROPN
ajam-57	4	8	.	.	PROPN
ajam-57	4	9	3	3	NUM
ajam-57	4	10	department	department	NOUN
ajam-57	4	11	of	of	ADP
ajam-57	4	12	agricultural	agricultural	ADJ
ajam-57	4	13	economics	economic	NOUN
ajam-57	4	14	and	and	CCONJ
ajam-57	4	15	extension	extension	NOUN
ajam-57	4	16	,	,	PUNCT
ajam-57	4	17	university	university	NOUN
ajam-57	4	18	of	of	ADP
ajam-57	4	19	zimbabwe	zimbabwe	PROPN
ajam-57	4	20	,	,	PUNCT
ajam-57	4	21	p.	p.	PROPN
ajam-57	4	22	o.	o.	PROPN
ajam-57	4	23	box	box	PROPN
ajam-57	4	24	mp167	mp167	PROPN
ajam-57	4	25	,	,	PUNCT
ajam-57	4	26	mt	mt	PROPN
ajam-57	4	27	pleasant	pleasant	PROPN
ajam-57	4	28	,	,	PUNCT
ajam-57	4	29	harare	harare	PROPN
ajam-57	4	30	,	,	PUNCT
ajam-57	4	31	zimbabwe	zimbabwe	PROPN
ajam-57	4	32	.	.	PUNCT
ajam-57	5	1	*	*	PUNCT
ajam-57	5	2	corresponding	correspond	VERB
ajam-57	5	3	author	author	NOUN
ajam-57	5	4	:	:	PUNCT
ajam-57	5	5	jackson_okemute@gmail.com	jackson_okemute@gmail.com	PROPN
ajam-57	5	6	.	.	PUNCT
ajam-57	5	7	accepted	accept	VERB
ajam-57	5	8	10	10	NUM
ajam-57	5	9	december	december	PROPN
ajam-57	5	10	,	,	PUNCT
ajam-57	5	11	2013	2013	NUM
ajam-57	5	12	this	this	DET
ajam-57	5	13	article	article	NOUN
ajam-57	5	14	examines	examine	VERB
ajam-57	5	15	the	the	DET
ajam-57	5	16	determinants	determinant	NOUN
ajam-57	5	17	of	of	ADP
ajam-57	5	18	soybean	soybean	NOUN
ajam-57	5	19	market	market	NOUN
ajam-57	5	20	participation	participation	NOUN
ajam-57	5	21	by	by	ADP
ajam-57	5	22	smallholder	smallholder	NOUN
ajam-57	5	23	farmers	farmer	NOUN
ajam-57	5	24	in	in	ADP
ajam-57	5	25	zimbabwe	zimbabwe	PROPN
ajam-57	5	26	,	,	PUNCT
ajam-57	5	27	with	with	ADP
ajam-57	5	28	a	a	DET
ajam-57	5	29	view	view	NOUN
ajam-57	5	30	to	to	ADP
ajam-57	5	31	identifying	identify	VERB
ajam-57	5	32	key	key	ADJ
ajam-57	5	33	policy	policy	NOUN
ajam-57	5	34	entry	entry	NOUN
ajam-57	5	35	points	point	NOUN
ajam-57	5	36	for	for	ADP
ajam-57	5	37	increasing	increase	VERB
ajam-57	5	38	farmer	farmer	NOUN
ajam-57	5	39	incomes	income	NOUN
ajam-57	5	40	.	.	PUNCT
ajam-57	6	1	market	market	NOUN
ajam-57	6	2	linkages	linkage	NOUN
ajam-57	6	3	have	have	AUX
ajam-57	6	4	been	be	AUX
ajam-57	6	5	identified	identify	VERB
ajam-57	6	6	as	as	ADP
ajam-57	6	7	key	key	NOUN
ajam-57	6	8	to	to	ADP
ajam-57	6	9	the	the	DET
ajam-57	6	10	successful	successful	ADJ
ajam-57	6	11	integration	integration	NOUN
ajam-57	6	12	of	of	ADP
ajam-57	6	13	grain	grain	NOUN
ajam-57	6	14	legumes	legume	NOUN
ajam-57	6	15	into	into	ADP
ajam-57	6	16	the	the	DET
ajam-57	6	17	smallholder	smallholder	NOUN
ajam-57	6	18	farming	farming	NOUN
ajam-57	6	19	systems	system	NOUN
ajam-57	6	20	of	of	ADP
ajam-57	6	21	southern	southern	PROPN
ajam-57	6	22	africa	africa	PROPN
ajam-57	6	23	.	.	PUNCT
ajam-57	7	1	data	datum	NOUN
ajam-57	7	2	for	for	ADP
ajam-57	7	3	this	this	DET
ajam-57	7	4	article	article	NOUN
ajam-57	7	5	is	be	AUX
ajam-57	7	6	derived	derive	VERB
ajam-57	7	7	from	from	ADP
ajam-57	7	8	a	a	DET
ajam-57	7	9	baseline	baseline	ADJ
ajam-57	7	10	household	household	NOUN
ajam-57	7	11	survey	survey	NOUN
ajam-57	7	12	in	in	ADP
ajam-57	7	13	guruve	guruve	PROPN
ajam-57	7	14	district	district	PROPN
ajam-57	7	15	of	of	ADP
ajam-57	7	16	zimbabwe	zimbabwe	PROPN
ajam-57	7	17	.	.	PUNCT
ajam-57	8	1	using	use	VERB
ajam-57	8	2	a	a	DET
ajam-57	8	3	sample	sample	NOUN
ajam-57	8	4	of	of	ADP
ajam-57	8	5	187	187	NUM
ajam-57	8	6	smallholder	smallholder	NOUN
ajam-57	8	7	farmers	farmer	NOUN
ajam-57	8	8	,	,	PUNCT
ajam-57	8	9	we	we	PRON
ajam-57	8	10	employed	employ	VERB
ajam-57	8	11	the	the	DET
ajam-57	8	12	heckman	heckman	PROPN
ajam-57	8	13	’s	’s	PART
ajam-57	8	14	probit	probit	PROPN
ajam-57	8	15	model	model	NOUN
ajam-57	8	16	with	with	ADP
ajam-57	8	17	sample	sample	NOUN
ajam-57	8	18	selection	selection	NOUN
ajam-57	8	19	to	to	PART
ajam-57	8	20	firstly	firstly	ADV
ajam-57	8	21	,	,	PUNCT
ajam-57	8	22	identify	identify	VERB
ajam-57	8	23	the	the	DET
ajam-57	8	24	factors	factor	NOUN
ajam-57	8	25	affecting	affect	VERB
ajam-57	8	26	a	a	DET
ajam-57	8	27	farmer	farmer	NOUN
ajam-57	8	28	’s	’s	PART
ajam-57	8	29	decision	decision	NOUN
ajam-57	8	30	to	to	PART
ajam-57	8	31	participate	participate	VERB
ajam-57	8	32	in	in	ADP
ajam-57	8	33	soybean	soybean	NOUN
ajam-57	8	34	markets	market	NOUN
ajam-57	8	35	and	and	CCONJ
ajam-57	8	36	secondly	secondly	ADV
ajam-57	8	37	,	,	PUNCT
ajam-57	8	38	evaluate	evaluate	VERB
ajam-57	8	39	the	the	DET
ajam-57	8	40	factors	factor	NOUN
ajam-57	8	41	that	that	PRON
ajam-57	8	42	affect	affect	VERB
ajam-57	8	43	the	the	DET
ajam-57	8	44	intensity	intensity	NOUN
ajam-57	8	45	of	of	ADP
ajam-57	8	46	a	a	DET
ajam-57	8	47	farmer	farmer	NOUN
ajam-57	8	48	’s	’s	PART
ajam-57	8	49	participation	participation	NOUN
ajam-57	8	50	.	.	PUNCT
ajam-57	9	1	study	study	NOUN
ajam-57	9	2	findings	finding	NOUN
ajam-57	9	3	show	show	VERB
ajam-57	9	4	that	that	SCONJ
ajam-57	9	5	the	the	DET
ajam-57	9	6	use	use	NOUN
ajam-57	9	7	of	of	ADP
ajam-57	9	8	inoculants	inoculant	NOUN
ajam-57	9	9	and	and	CCONJ
ajam-57	9	10	improved	improved	ADJ
ajam-57	9	11	soybean	soybean	NOUN
ajam-57	9	12	seed	seed	NOUN
ajam-57	9	13	varieties	variety	NOUN
ajam-57	9	14	are	be	AUX
ajam-57	9	15	significantly	significantly	ADV
ajam-57	9	16	correlated	correlate	VERB
ajam-57	9	17	with	with	ADP
ajam-57	9	18	participating	participate	VERB
ajam-57	9	19	in	in	ADP
ajam-57	9	20	soybean	soybean	NOUN
ajam-57	9	21	markets	market	NOUN
ajam-57	9	22	.	.	PUNCT
ajam-57	10	1	results	result	NOUN
ajam-57	10	2	also	also	ADV
ajam-57	10	3	show	show	VERB
ajam-57	10	4	that	that	SCONJ
ajam-57	10	5	ownership	ownership	NOUN
ajam-57	10	6	of	of	ADP
ajam-57	10	7	radios	radio	NOUN
ajam-57	10	8	has	have	VERB
ajam-57	10	9	a	a	DET
ajam-57	10	10	positive	positive	ADJ
ajam-57	10	11	effect	effect	NOUN
ajam-57	10	12	on	on	ADP
ajam-57	10	13	the	the	DET
ajam-57	10	14	household	household	NOUN
ajam-57	10	15	’s	’s	PART
ajam-57	10	16	decision	decision	NOUN
ajam-57	10	17	to	to	PART
ajam-57	10	18	participate	participate	VERB
ajam-57	10	19	in	in	ADP
ajam-57	10	20	the	the	DET
ajam-57	10	21	soybean	soybean	NOUN
ajam-57	10	22	market	market	NOUN
ajam-57	10	23	.	.	PUNCT
ajam-57	11	1	further	further	ADJ
ajam-57	11	2	results	result	NOUN
ajam-57	11	3	show	show	VERB
ajam-57	11	4	that	that	SCONJ
ajam-57	11	5	male	male	NOUN
ajam-57	11	6	-	-	PUNCT
ajam-57	11	7	headed	head	VERB
ajam-57	11	8	households	household	NOUN
ajam-57	11	9	are	be	AUX
ajam-57	11	10	less	less	ADV
ajam-57	11	11	likely	likely	ADJ
ajam-57	11	12	than	than	ADP
ajam-57	11	13	female	female	NOUN
ajam-57	11	14	-	-	PUNCT
ajam-57	11	15	headed	head	VERB
ajam-57	11	16	households	household	NOUN
ajam-57	11	17	to	to	PART
ajam-57	11	18	participate	participate	VERB
ajam-57	11	19	in	in	ADP
ajam-57	11	20	soybean	soybean	NOUN
ajam-57	11	21	markets	market	NOUN
ajam-57	11	22	because	because	SCONJ
ajam-57	11	23	legumes	legume	NOUN
ajam-57	11	24	are	be	AUX
ajam-57	11	25	seen	see	VERB
ajam-57	11	26	as	as	ADP
ajam-57	11	27	women	woman	NOUN
ajam-57	11	28	’s	’s	PART
ajam-57	11	29	crops	crop	NOUN
ajam-57	11	30	in	in	ADP
ajam-57	11	31	zimbabwe	zimbabwe	PROPN
ajam-57	11	32	.	.	PUNCT
ajam-57	12	1	we	we	PRON
ajam-57	12	2	conclude	conclude	VERB
ajam-57	12	3	that	that	SCONJ
ajam-57	12	4	in	in	ADP
ajam-57	12	5	order	order	NOUN
ajam-57	12	6	to	to	PART
ajam-57	12	7	leverage	leverage	VERB
ajam-57	12	8	smallholder	smallholder	NOUN
ajam-57	12	9	farmers	farmer	NOUN
ajam-57	12	10	’	’	PART
ajam-57	12	11	market	market	NOUN
ajam-57	12	12	participation	participation	NOUN
ajam-57	12	13	in	in	ADP
ajam-57	12	14	soybean	soybean	NOUN
ajam-57	12	15	markets	market	NOUN
ajam-57	12	16	,	,	PUNCT
ajam-57	12	17	it	it	PRON
ajam-57	12	18	is	be	AUX
ajam-57	12	19	important	important	ADJ
ajam-57	12	20	to	to	PART
ajam-57	12	21	improve	improve	VERB
ajam-57	12	22	access	access	NOUN
ajam-57	12	23	to	to	ADP
ajam-57	12	24	inoculants	inoculant	NOUN
ajam-57	12	25	and	and	CCONJ
ajam-57	12	26	improved	improve	VERB
ajam-57	12	27	soybean	soybean	NOUN
ajam-57	12	28	seed	seed	NOUN
ajam-57	12	29	varieties	variety	NOUN
ajam-57	12	30	and	and	CCONJ
ajam-57	12	31	improving	improve	VERB
ajam-57	12	32	access	access	NOUN
ajam-57	12	33	to	to	ADP
ajam-57	12	34	market	market	NOUN
ajam-57	12	35	information	information	NOUN
ajam-57	12	36	.	.	PUNCT
ajam-57	13	1	we	we	PRON
ajam-57	13	2	recommend	recommend	VERB
ajam-57	13	3	that	that	SCONJ
ajam-57	13	4	authorities	authority	NOUN
ajam-57	13	5	could	could	AUX
ajam-57	13	6	improve	improve	VERB
ajam-57	13	7	access	access	NOUN
ajam-57	13	8	to	to	ADP
ajam-57	13	9	market	market	NOUN
ajam-57	13	10	information	information	NOUN
ajam-57	13	11	to	to	PART
ajam-57	13	12	improve	improve	VERB
ajam-57	13	13	farmers	farmer	NOUN
ajam-57	13	14	’	'	PUNCT
ajam-57	13	15	decision	decision	NOUN
ajam-57	13	16	making	make	VERB
ajam-57	13	17	on	on	ADP
ajam-57	13	18	soybeans	soybean	NOUN
ajam-57	13	19	market	market	NOUN
ajam-57	13	20	participation	participation	NOUN
ajam-57	13	21	.	.	PUNCT
ajam-57	14	1	key	key	ADJ
ajam-57	14	2	words	word	NOUN
ajam-57	14	3	:	:	PUNCT
ajam-57	14	4	soybean	soybean	NOUN
ajam-57	14	5	,	,	PUNCT
ajam-57	14	6	market	market	NOUN
ajam-57	14	7	participation	participation	NOUN
ajam-57	14	8	,	,	PUNCT
ajam-57	14	9	determinants	determinant	NOUN
ajam-57	14	10	,	,	PUNCT
ajam-57	14	11	smallholder	smallholder	NOUN
ajam-57	14	12	farmers	farmer	NOUN
ajam-57	14	13	,	,	PUNCT
ajam-57	14	14	zimbabwe	zimbabwe	PROPN
ajam-57	14	15	.	.	PUNCT
ajam-57	15	1	introduction	introduction	NOUN
ajam-57	15	2	market	market	NOUN
ajam-57	15	3	linkages	linkage	NOUN
ajam-57	15	4	have	have	AUX
ajam-57	15	5	been	be	AUX
ajam-57	15	6	identified	identify	VERB
ajam-57	15	7	as	as	ADP
ajam-57	15	8	key	key	NOUN
ajam-57	15	9	to	to	ADP
ajam-57	15	10	the	the	DET
ajam-57	15	11	successful	successful	ADJ
ajam-57	15	12	integration	integration	NOUN
ajam-57	15	13	of	of	ADP
ajam-57	15	14	grain	grain	NOUN
ajam-57	15	15	legumes	legume	NOUN
ajam-57	15	16	into	into	ADP
ajam-57	15	17	the	the	DET
ajam-57	15	18	smallholder	smallholder	NOUN
ajam-57	15	19	farming	farming	NOUN
ajam-57	15	20	systems	system	NOUN
ajam-57	15	21	of	of	ADP
ajam-57	15	22	southern	southern	PROPN
ajam-57	15	23	africa	africa	PROPN
ajam-57	15	24	(	(	PUNCT
ajam-57	15	25	chianu	chianu	X
ajam-57	15	26	et	et	PROPN
ajam-57	15	27	al	al	PROPN
ajam-57	15	28	.	.	PROPN
ajam-57	15	29	,	,	PUNCT
ajam-57	15	30	2009	2009	NUM
ajam-57	15	31	)	)	PUNCT
ajam-57	15	32	.	.	PUNCT
ajam-57	16	1	soybean	soybean	NOUN
ajam-57	16	2	(	(	PUNCT
ajam-57	16	3	glycine	glycine	NOUN
ajam-57	16	4	max	max	PROPN
ajam-57	16	5	)	)	PUNCT
ajam-57	16	6	is	be	AUX
ajam-57	16	7	a	a	DET
ajam-57	16	8	commodity	commodity	NOUN
ajam-57	16	9	with	with	ADP
ajam-57	16	10	relatively	relatively	ADV
ajam-57	16	11	higher	high	ADJ
ajam-57	16	12	prices	price	NOUN
ajam-57	16	13	and	and	CCONJ
ajam-57	16	14	that	that	PRON
ajam-57	16	15	has	have	AUX
ajam-57	16	16	shown	show	VERB
ajam-57	16	17	great	great	ADJ
ajam-57	16	18	potential	potential	NOUN
ajam-57	16	19	to	to	PART
ajam-57	16	20	sustain	sustain	VERB
ajam-57	16	21	production	production	NOUN
ajam-57	16	22	in	in	ADP
ajam-57	16	23	smallholder	smallholder	NOUN
ajam-57	16	24	farming	farming	NOUN
ajam-57	16	25	systems	system	NOUN
ajam-57	16	26	due	due	ADP
ajam-57	16	27	to	to	ADP
ajam-57	16	28	its	its	PRON
ajam-57	16	29	multiplicity	multiplicity	NOUN
ajam-57	16	30	of	of	ADP
ajam-57	16	31	use	use	NOUN
ajam-57	16	32	.	.	PUNCT
ajam-57	17	1	soybean	soybean	NOUN
ajam-57	17	2	can	can	AUX
ajam-57	17	3	be	be	AUX
ajam-57	17	4	used	use	VERB
ajam-57	17	5	as	as	ADP
ajam-57	17	6	cash	cash	NOUN
ajam-57	17	7	crop	crop	NOUN
ajam-57	17	8	,	,	PUNCT
ajam-57	17	9	as	as	ADP
ajam-57	17	10	food	food	NOUN
ajam-57	17	11	and	and	CCONJ
ajam-57	17	12	also	also	ADV
ajam-57	17	13	as	as	ADP
ajam-57	17	14	means	mean	NOUN
ajam-57	17	15	of	of	ADP
ajam-57	17	16	improving	improve	VERB
ajam-57	17	17	soil	soil	NOUN
ajam-57	17	18	fertility	fertility	NOUN
ajam-57	17	19	through	through	ADP
ajam-57	17	20	biological	biological	ADJ
ajam-57	17	21	nitrogen	nitrogen	NOUN
ajam-57	17	22	fixation	fixation	NOUN
ajam-57	17	23	(	(	PUNCT
ajam-57	17	24	bnf	bnf	PROPN
ajam-57	17	25	)	)	PUNCT
ajam-57	17	26	.	.	PUNCT
ajam-57	18	1	the	the	DET
ajam-57	18	2	net	net	ADJ
ajam-57	18	3	income	income	NOUN
ajam-57	18	4	benefits	benefit	NOUN
ajam-57	18	5	derived	derive	VERB
ajam-57	18	6	from	from	ADP
ajam-57	18	7	soybean	soybean	NOUN
ajam-57	18	8	production	production	NOUN
ajam-57	18	9	depend	depend	VERB
ajam-57	18	10	on	on	ADP
ajam-57	18	11	the	the	DET
ajam-57	18	12	extent	extent	NOUN
ajam-57	18	13	to	to	PART
ajam-57	18	14	which	which	PRON
ajam-57	18	15	farmers	farmer	NOUN
ajam-57	18	16	participate	participate	VERB
ajam-57	18	17	in	in	ADP
ajam-57	18	18	output	output	NOUN
ajam-57	18	19	markets	market	NOUN
ajam-57	18	20	.	.	PUNCT
ajam-57	19	1	according	accord	VERB
ajam-57	19	2	to	to	ADP
ajam-57	19	3	ifad	ifad	PROPN
ajam-57	19	4	(	(	PUNCT
ajam-57	19	5	2003	2003	NUM
ajam-57	19	6	)	)	PUNCT
ajam-57	19	7	,	,	PUNCT
ajam-57	19	8	market	market	NOUN
ajam-57	19	9	participation	participation	NOUN
ajam-57	19	10	can	can	AUX
ajam-57	19	11	be	be	AUX
ajam-57	19	12	an	an	DET
ajam-57	19	13	effective	effective	ADJ
ajam-57	19	14	route	route	NOUN
ajam-57	19	15	for	for	ADP
ajam-57	19	16	rural	rural	ADJ
ajam-57	19	17	smallholder	smallholder	NOUN
ajam-57	19	18	farmers	farmer	NOUN
ajam-57	19	19	to	to	PART
ajam-57	19	20	move	move	VERB
ajam-57	19	21	out	out	ADP
ajam-57	19	22	of	of	ADP
ajam-57	19	23	abject	abject	ADJ
ajam-57	19	24	poverty	poverty	NOUN
ajam-57	19	25	and	and	CCONJ
ajam-57	19	26	increase	increase	VERB
ajam-57	19	27	income	income	NOUN
ajam-57	19	28	.	.	PUNCT
ajam-57	20	1	studies	study	NOUN
ajam-57	20	2	show	show	VERB
ajam-57	20	3	that	that	SCONJ
ajam-57	20	4	market	market	NOUN
ajam-57	20	5	participation	participation	NOUN
ajam-57	20	6	by	by	ADP
ajam-57	20	7	smallholder	smallholder	NOUN
ajam-57	20	8	farmers	farmer	NOUN
ajam-57	20	9	in	in	ADP
ajam-57	20	10	developing	develop	VERB
ajam-57	20	11	countries	country	NOUN
ajam-57	20	12	is	be	AUX
ajam-57	20	13	very	very	ADV
ajam-57	20	14	jackson	jackson	PROPN
ajam-57	20	15	et	et	PROPN
ajam-57	20	16	al	al	PROPN
ajam-57	20	17	.	.	PROPN
ajam-57	20	18	082	082	NUM
ajam-57	20	19	low	low	ADJ
ajam-57	20	20	(	(	PUNCT
ajam-57	20	21	barret	barret	ADJ
ajam-57	20	22	,	,	PUNCT
ajam-57	20	23	2008	2008	NUM
ajam-57	20	24	)	)	PUNCT
ajam-57	20	25	.	.	PUNCT
ajam-57	21	1	this	this	DET
ajam-57	21	2	scenario	scenario	NOUN
ajam-57	21	3	has	have	AUX
ajam-57	21	4	slowed	slow	VERB
ajam-57	21	5	down	down	ADP
ajam-57	21	6	agriculture	agriculture	NOUN
ajam-57	21	7	driven	drive	VERB
ajam-57	21	8	economic	economic	ADJ
ajam-57	21	9	growth	growth	NOUN
ajam-57	21	10	and	and	CCONJ
ajam-57	21	11	exacerbated	exacerbate	VERB
ajam-57	21	12	poverty	poverty	NOUN
ajam-57	21	13	levels	level	NOUN
ajam-57	21	14	.	.	PUNCT
ajam-57	22	1	as	as	SCONJ
ajam-57	22	2	such	such	ADJ
ajam-57	22	3	farmers	farmer	NOUN
ajam-57	22	4	can	can	AUX
ajam-57	22	5	not	not	PART
ajam-57	22	6	benefit	benefit	VERB
ajam-57	22	7	from	from	ADP
ajam-57	22	8	the	the	DET
ajam-57	22	9	welfare	welfare	NOUN
ajam-57	22	10	gains	gain	NOUN
ajam-57	22	11	and	and	CCONJ
ajam-57	22	12	income	income	NOUN
ajam-57	22	13	growth	growth	NOUN
ajam-57	22	14	associated	associate	VERB
ajam-57	22	15	with	with	ADP
ajam-57	22	16	market	market	NOUN
ajam-57	22	17	participation	participation	NOUN
ajam-57	22	18	.	.	PUNCT
ajam-57	23	1	however	however	ADV
ajam-57	23	2	,	,	PUNCT
ajam-57	23	3	for	for	SCONJ
ajam-57	23	4	agriculture	agriculture	NOUN
ajam-57	23	5	to	to	PART
ajam-57	23	6	meaningfully	meaningfully	ADV
ajam-57	23	7	contribute	contribute	VERB
ajam-57	23	8	to	to	ADP
ajam-57	23	9	economic	economic	ADJ
ajam-57	23	10	growth	growth	NOUN
ajam-57	23	11	,	,	PUNCT
ajam-57	23	12	smallholder	smallholder	NOUN
ajam-57	23	13	farmers	farmer	NOUN
ajam-57	23	14	have	have	VERB
ajam-57	23	15	to	to	PART
ajam-57	23	16	commercialize	commercialize	VERB
ajam-57	23	17	their	their	PRON
ajam-57	23	18	farming	farming	NOUN
ajam-57	23	19	activities	activity	NOUN
ajam-57	23	20	to	to	PART
ajam-57	23	21	produce	produce	VERB
ajam-57	23	22	marketable	marketable	ADJ
ajam-57	23	23	surpluses	surplus	NOUN
ajam-57	23	24	(	(	PUNCT
ajam-57	23	25	jagwe	jagwe	PROPN
ajam-57	23	26	et	et	PROPN
ajam-57	23	27	al	al	PROPN
ajam-57	23	28	.	.	PROPN
ajam-57	23	29	,	,	PUNCT
ajam-57	23	30	2010	2010	NUM
ajam-57	23	31	)	)	PUNCT
ajam-57	23	32	.	.	PUNCT
ajam-57	24	1	the	the	DET
ajam-57	24	2	issue	issue	NOUN
ajam-57	24	3	of	of	ADP
ajam-57	24	4	why	why	SCONJ
ajam-57	24	5	most	most	ADJ
ajam-57	24	6	smallholder	smallholder	NOUN
ajam-57	24	7	farmers	farmer	NOUN
ajam-57	24	8	who	who	PRON
ajam-57	24	9	happen	happen	VERB
ajam-57	24	10	to	to	PART
ajam-57	24	11	make	make	VERB
ajam-57	24	12	the	the	DET
ajam-57	24	13	larger	large	ADJ
ajam-57	24	14	proportion	proportion	NOUN
ajam-57	24	15	of	of	ADP
ajam-57	24	16	the	the	DET
ajam-57	24	17	poor	poor	ADJ
ajam-57	24	18	in	in	ADP
ajam-57	24	19	developing	develop	VERB
ajam-57	24	20	countries	country	NOUN
ajam-57	24	21	self	self	NOUN
ajam-57	24	22	select	select	VERB
ajam-57	24	23	themselves	themselves	PRON
ajam-57	24	24	out	out	ADP
ajam-57	24	25	of	of	ADP
ajam-57	24	26	the	the	DET
ajam-57	24	27	remunerative	remunerative	ADJ
ajam-57	24	28	markets	market	NOUN
ajam-57	24	29	remains	remain	VERB
ajam-57	24	30	largely	largely	ADV
ajam-57	24	31	unanswered	unanswered	ADJ
ajam-57	24	32	.	.	PUNCT
ajam-57	25	1	it	it	PRON
ajam-57	25	2	is	be	AUX
ajam-57	25	3	therefore	therefore	ADV
ajam-57	25	4	necessary	necessary	ADJ
ajam-57	25	5	to	to	PART
ajam-57	25	6	identify	identify	VERB
ajam-57	25	7	the	the	DET
ajam-57	25	8	key	key	ADJ
ajam-57	25	9	determinants	determinant	NOUN
ajam-57	25	10	of	of	ADP
ajam-57	25	11	soybean	soybean	NOUN
ajam-57	25	12	market	market	NOUN
ajam-57	25	13	participation	participation	NOUN
ajam-57	25	14	by	by	ADP
ajam-57	25	15	smallholder	smallholder	NOUN
ajam-57	25	16	farmers	farmer	NOUN
ajam-57	25	17	in	in	ADP
ajam-57	25	18	order	order	NOUN
ajam-57	25	19	to	to	PART
ajam-57	25	20	be	be	AUX
ajam-57	25	21	able	able	ADJ
ajam-57	25	22	to	to	PART
ajam-57	25	23	identify	identify	VERB
ajam-57	25	24	key	key	ADJ
ajam-57	25	25	entry	entry	NOUN
ajam-57	25	26	points	point	NOUN
ajam-57	25	27	and	and	CCONJ
ajam-57	25	28	interventions	intervention	NOUN
ajam-57	25	29	that	that	PRON
ajam-57	25	30	can	can	AUX
ajam-57	25	31	increase	increase	VERB
ajam-57	25	32	household	household	NOUN
ajam-57	25	33	income	income	NOUN
ajam-57	25	34	.	.	PUNCT
ajam-57	26	1	the	the	DET
ajam-57	26	2	trade	trade	NOUN
ajam-57	26	3	theory	theory	NOUN
ajam-57	26	4	posits	posit	VERB
ajam-57	26	5	that	that	SCONJ
ajam-57	26	6	if	if	SCONJ
ajam-57	26	7	households	household	NOUN
ajam-57	26	8	participate	participate	VERB
ajam-57	26	9	in	in	ADP
ajam-57	26	10	markets	market	NOUN
ajam-57	26	11	by	by	ADP
ajam-57	26	12	selling	sell	VERB
ajam-57	26	13	surplus	surplus	NOUN
ajam-57	26	14	of	of	ADP
ajam-57	26	15	what	what	PRON
ajam-57	26	16	they	they	PRON
ajam-57	26	17	produce	produce	VERB
ajam-57	26	18	on	on	ADP
ajam-57	26	19	a	a	DET
ajam-57	26	20	comparative	comparative	ADJ
ajam-57	26	21	advantage	advantage	NOUN
ajam-57	26	22	,	,	PUNCT
ajam-57	26	23	they	they	PRON
ajam-57	26	24	are	be	AUX
ajam-57	26	25	set	set	VERB
ajam-57	26	26	to	to	PART
ajam-57	26	27	benefit	benefit	VERB
ajam-57	26	28	not	not	PART
ajam-57	26	29	only	only	ADV
ajam-57	26	30	from	from	ADP
ajam-57	26	31	the	the	DET
ajam-57	26	32	direct	direct	ADJ
ajam-57	26	33	welfare	welfare	NOUN
ajam-57	26	34	gains	gain	NOUN
ajam-57	26	35	but	but	CCONJ
ajam-57	26	36	also	also	ADV
ajam-57	26	37	from	from	ADP
ajam-57	26	38	opportunities	opportunity	NOUN
ajam-57	26	39	that	that	PRON
ajam-57	26	40	emerge	emerge	VERB
ajam-57	26	41	from	from	ADP
ajam-57	26	42	economies	economy	NOUN
ajam-57	26	43	of	of	ADP
ajam-57	26	44	large	large	ADJ
ajam-57	26	45	-	-	PUNCT
ajam-57	26	46	scale	scale	NOUN
ajam-57	26	47	production	production	NOUN
ajam-57	26	48	(	(	PUNCT
ajam-57	26	49	siziba	siziba	NOUN
ajam-57	26	50	et	et	PROPN
ajam-57	26	51	al	al	PROPN
ajam-57	26	52	.	.	PROPN
ajam-57	26	53	,	,	PUNCT
ajam-57	26	54	2011	2011	NUM
ajam-57	26	55	;	;	PUNCT
ajam-57	26	56	barrett	barrett	PROPN
ajam-57	26	57	,	,	PUNCT
ajam-57	26	58	2008	2008	NUM
ajam-57	26	59	)	)	PUNCT
ajam-57	26	60	.	.	PUNCT
ajam-57	27	1	indeed	indeed	ADV
ajam-57	27	2	,	,	PUNCT
ajam-57	27	3	they	they	PRON
ajam-57	27	4	will	will	AUX
ajam-57	27	5	also	also	ADV
ajam-57	27	6	benefit	benefit	VERB
ajam-57	27	7	from	from	ADP
ajam-57	27	8	technological	technological	ADJ
ajam-57	27	9	change	change	NOUN
ajam-57	27	10	effects	effect	NOUN
ajam-57	27	11	from	from	ADP
ajam-57	27	12	the	the	DET
ajam-57	27	13	improved	improved	ADJ
ajam-57	27	14	flow	flow	NOUN
ajam-57	27	15	of	of	ADP
ajam-57	27	16	ideas	idea	NOUN
ajam-57	27	17	from	from	ADP
ajam-57	27	18	trade	trade	NOUN
ajam-57	27	19	-	-	PUNCT
ajam-57	27	20	based	base	VERB
ajam-57	27	21	interactions	interaction	NOUN
ajam-57	27	22	(	(	PUNCT
ajam-57	27	23	barrett	barrett	PROPN
ajam-57	27	24	,	,	PUNCT
ajam-57	27	25	2008	2008	NUM
ajam-57	27	26	)	)	PUNCT
ajam-57	27	27	.	.	PUNCT
ajam-57	28	1	consequently	consequently	ADV
ajam-57	28	2	,	,	PUNCT
ajam-57	28	3	there	there	PRON
ajam-57	28	4	will	will	AUX
ajam-57	28	5	be	be	AUX
ajam-57	28	6	improved	improve	VERB
ajam-57	28	7	factor	factor	NOUN
ajam-57	28	8	productivity	productivity	NOUN
ajam-57	28	9	.	.	PUNCT
ajam-57	29	1	despite	despite	SCONJ
ajam-57	29	2	the	the	DET
ajam-57	29	3	stream	stream	NOUN
ajam-57	29	4	of	of	ADP
ajam-57	29	5	benefits	benefit	NOUN
ajam-57	29	6	that	that	PRON
ajam-57	29	7	are	be	AUX
ajam-57	29	8	inherent	inherent	ADJ
ajam-57	29	9	with	with	ADP
ajam-57	29	10	market	market	NOUN
ajam-57	29	11	participation	participation	NOUN
ajam-57	29	12	,	,	PUNCT
ajam-57	29	13	evidence	evidence	NOUN
ajam-57	29	14	from	from	ADP
ajam-57	29	15	studies	study	NOUN
ajam-57	29	16	in	in	ADP
ajam-57	29	17	southern	southern	PROPN
ajam-57	29	18	africa	africa	PROPN
ajam-57	29	19	shows	show	VERB
ajam-57	29	20	that	that	SCONJ
ajam-57	29	21	smallholder	smallholder	NOUN
ajam-57	29	22	farmers	farmer	NOUN
ajam-57	29	23	’	'	PUNCT
ajam-57	29	24	participation	participation	NOUN
ajam-57	29	25	in	in	ADP
ajam-57	29	26	agricultural	agricultural	ADJ
ajam-57	29	27	output	output	NOUN
ajam-57	29	28	markets	market	NOUN
ajam-57	29	29	is	be	AUX
ajam-57	29	30	low	low	ADJ
ajam-57	29	31	due	due	ADJ
ajam-57	29	32	to	to	ADP
ajam-57	29	33	high	high	ADJ
ajam-57	29	34	market	market	NOUN
ajam-57	29	35	transaction	transaction	NOUN
ajam-57	29	36	costs	cost	NOUN
ajam-57	29	37	,	,	PUNCT
ajam-57	29	38	information	information	NOUN
ajam-57	29	39	asymmetries	asymmetry	NOUN
ajam-57	29	40	,	,	PUNCT
ajam-57	29	41	institutional	institutional	ADJ
ajam-57	29	42	constraints	constraint	NOUN
ajam-57	29	43	among	among	ADP
ajam-57	29	44	other	other	ADJ
ajam-57	29	45	constraints	constraint	NOUN
ajam-57	29	46	.	.	PUNCT
ajam-57	30	1	barret	barret	VERB
ajam-57	30	2	(	(	PUNCT
ajam-57	30	3	2008	2008	NUM
ajam-57	30	4	)	)	PUNCT
ajam-57	30	5	argues	argue	VERB
ajam-57	30	6	that	that	SCONJ
ajam-57	30	7	inducing	induce	VERB
ajam-57	30	8	market	market	NOUN
ajam-57	30	9	participation	participation	NOUN
ajam-57	30	10	through	through	ADP
ajam-57	30	11	trade	trade	NOUN
ajam-57	30	12	and	and	CCONJ
ajam-57	30	13	price	price	NOUN
ajam-57	30	14	based	base	VERB
ajam-57	30	15	market	market	NOUN
ajam-57	30	16	interventions	intervention	NOUN
ajam-57	30	17	does	do	AUX
ajam-57	30	18	not	not	PART
ajam-57	30	19	provide	provide	VERB
ajam-57	30	20	the	the	DET
ajam-57	30	21	sufficient	sufficient	ADJ
ajam-57	30	22	conditions	condition	NOUN
ajam-57	30	23	to	to	PART
ajam-57	30	24	induce	induce	VERB
ajam-57	30	25	improved	improved	ADJ
ajam-57	30	26	participation	participation	NOUN
ajam-57	30	27	.	.	PUNCT
ajam-57	31	1	in	in	ADP
ajam-57	31	2	addition	addition	NOUN
ajam-57	31	3	to	to	ADP
ajam-57	31	4	these	these	DET
ajam-57	31	5	policies	policy	NOUN
ajam-57	31	6	,	,	PUNCT
ajam-57	31	7	households	household	NOUN
ajam-57	31	8	need	need	VERB
ajam-57	31	9	to	to	PART
ajam-57	31	10	have	have	VERB
ajam-57	31	11	access	access	NOUN
ajam-57	31	12	to	to	ADP
ajam-57	31	13	productive	productive	ADJ
ajam-57	31	14	assets	asset	NOUN
ajam-57	31	15	,	,	PUNCT
ajam-57	31	16	adequate	adequate	ADJ
ajam-57	31	17	private	private	ADJ
ajam-57	31	18	and	and	CCONJ
ajam-57	31	19	public	public	ADJ
ajam-57	31	20	investment	investment	NOUN
ajam-57	31	21	,	,	PUNCT
ajam-57	31	22	institutional	institutional	ADJ
ajam-57	31	23	and	and	CCONJ
ajam-57	31	24	physical	physical	ADJ
ajam-57	31	25	infrastructure	infrastructure	NOUN
ajam-57	31	26	to	to	PART
ajam-57	31	27	access	access	VERB
ajam-57	31	28	remunerative	remunerative	ADJ
ajam-57	31	29	markets	market	NOUN
ajam-57	31	30	(	(	PUNCT
ajam-57	31	31	siziba	siziba	NOUN
ajam-57	31	32	et	et	PROPN
ajam-57	31	33	al	al	PROPN
ajam-57	31	34	.	.	PROPN
ajam-57	31	35	,	,	PUNCT
ajam-57	31	36	2011	2011	NUM
ajam-57	31	37	;	;	PUNCT
ajam-57	31	38	barret	barret	VERB
ajam-57	31	39	and	and	CCONJ
ajam-57	31	40	swallow	swallow	NOUN
ajam-57	31	41	,	,	PUNCT
ajam-57	31	42	2006	2006	NUM
ajam-57	31	43	)	)	PUNCT
ajam-57	31	44	.	.	PUNCT
ajam-57	32	1	as	as	SCONJ
ajam-57	32	2	noted	note	VERB
ajam-57	32	3	by	by	ADP
ajam-57	32	4	barret	barret	PROPN
ajam-57	32	5	(	(	PUNCT
ajam-57	32	6	2008	2008	NUM
ajam-57	32	7	)	)	PUNCT
ajam-57	32	8	such	such	ADJ
ajam-57	32	9	smallholder	smallholder	NOUN
ajam-57	32	10	farmers	farmer	NOUN
ajam-57	32	11	with	with	ADP
ajam-57	32	12	access	access	NOUN
ajam-57	32	13	to	to	ADP
ajam-57	32	14	production	production	NOUN
ajam-57	32	15	,	,	PUNCT
ajam-57	32	16	private	private	ADJ
ajam-57	32	17	and	and	CCONJ
ajam-57	32	18	public	public	ADJ
ajam-57	32	19	sector	sector	NOUN
ajam-57	32	20	goods	good	NOUN
ajam-57	32	21	,	,	PUNCT
ajam-57	32	22	properly	properly	ADV
ajam-57	32	23	functioning	function	VERB
ajam-57	32	24	institutions	institution	NOUN
ajam-57	32	25	and	and	CCONJ
ajam-57	32	26	well	well	ADV
ajam-57	32	27	developed	develop	VERB
ajam-57	32	28	physical	physical	ADJ
ajam-57	32	29	infrastructure	infrastructure	NOUN
ajam-57	32	30	actively	actively	ADV
ajam-57	32	31	participate	participate	VERB
ajam-57	32	32	in	in	ADP
ajam-57	32	33	markets	market	NOUN
ajam-57	32	34	contrary	contrary	ADJ
ajam-57	32	35	to	to	ADP
ajam-57	32	36	their	their	PRON
ajam-57	32	37	counterparts	counterpart	NOUN
ajam-57	32	38	.	.	PUNCT
ajam-57	33	1	however	however	ADV
ajam-57	33	2	,	,	PUNCT
ajam-57	33	3	the	the	DET
ajam-57	33	4	general	general	ADJ
ajam-57	33	5	trend	trend	NOUN
ajam-57	33	6	in	in	ADP
ajam-57	33	7	most	most	ADJ
ajam-57	33	8	southern	southern	ADJ
ajam-57	33	9	african	african	ADJ
ajam-57	33	10	countries	country	NOUN
ajam-57	33	11	is	be	AUX
ajam-57	33	12	that	that	SCONJ
ajam-57	33	13	most	most	ADJ
ajam-57	33	14	agricultural	agricultural	ADJ
ajam-57	33	15	produce	produce	NOUN
ajam-57	33	16	is	be	AUX
ajam-57	33	17	lost	lose	VERB
ajam-57	33	18	soon	soon	ADV
ajam-57	33	19	after	after	ADP
ajam-57	33	20	production	production	NOUN
ajam-57	33	21	largely	largely	ADV
ajam-57	33	22	because	because	SCONJ
ajam-57	33	23	of	of	ADP
ajam-57	33	24	poor	poor	ADJ
ajam-57	33	25	post	post	NOUN
ajam-57	33	26	harvest	harvest	NOUN
ajam-57	33	27	handling	handling	NOUN
ajam-57	33	28	and	and	CCONJ
ajam-57	33	29	failure	failure	NOUN
ajam-57	33	30	to	to	PART
ajam-57	33	31	access	access	VERB
ajam-57	33	32	the	the	DET
ajam-57	33	33	formal	formal	ADJ
ajam-57	33	34	markets	market	NOUN
ajam-57	33	35	(	(	PUNCT
ajam-57	33	36	phiri	phiri	NOUN
ajam-57	33	37	and	and	CCONJ
ajam-57	33	38	otieno	otieno	ADJ
ajam-57	33	39	,	,	PUNCT
ajam-57	33	40	2008	2008	NUM
ajam-57	33	41	)	)	PUNCT
ajam-57	33	42	.	.	PUNCT
ajam-57	34	1	this	this	DET
ajam-57	34	2	trend	trend	NOUN
ajam-57	34	3	is	be	AUX
ajam-57	34	4	attributed	attribute	VERB
ajam-57	34	5	to	to	ADP
ajam-57	34	6	several	several	ADJ
ajam-57	34	7	factors	factor	NOUN
ajam-57	34	8	and	and	CCONJ
ajam-57	34	9	barriers	barrier	NOUN
ajam-57	34	10	in	in	ADP
ajam-57	34	11	agricultural	agricultural	ADJ
ajam-57	34	12	commodity	commodity	NOUN
ajam-57	34	13	marketing	marketing	NOUN
ajam-57	34	14	that	that	PRON
ajam-57	34	15	discourage	discourage	VERB
ajam-57	34	16	smallholder	smallholder	NOUN
ajam-57	34	17	farmers	farmer	NOUN
ajam-57	34	18	from	from	ADP
ajam-57	34	19	participating	participate	VERB
ajam-57	34	20	in	in	ADP
ajam-57	34	21	formal	formal	ADJ
ajam-57	34	22	markets	market	NOUN
ajam-57	34	23	.	.	PUNCT
ajam-57	35	1	these	these	DET
ajam-57	35	2	factors	factor	NOUN
ajam-57	35	3	range	range	VERB
ajam-57	35	4	from	from	ADP
ajam-57	35	5	household	household	NOUN
ajam-57	35	6	characteristics	characteristic	NOUN
ajam-57	35	7	for	for	ADP
ajam-57	35	8	instance	instance	NOUN
ajam-57	35	9	low	low	ADJ
ajam-57	35	10	education	education	NOUN
ajam-57	35	11	levels	level	NOUN
ajam-57	35	12	,	,	PUNCT
ajam-57	35	13	labor	labor	NOUN
ajam-57	35	14	shortages	shortage	NOUN
ajam-57	35	15	,	,	PUNCT
ajam-57	35	16	inadequate	inadequate	ADJ
ajam-57	35	17	government	government	NOUN
ajam-57	35	18	services	service	NOUN
ajam-57	35	19	,	,	PUNCT
ajam-57	35	20	high	high	ADJ
ajam-57	35	21	transaction	transaction	NOUN
ajam-57	35	22	costs	cost	NOUN
ajam-57	35	23	and	and	CCONJ
ajam-57	35	24	lack	lack	NOUN
ajam-57	35	25	of	of	ADP
ajam-57	35	26	physical	physical	ADJ
ajam-57	35	27	infrastructure	infrastructure	NOUN
ajam-57	35	28	(	(	PUNCT
ajam-57	35	29	siziba	siziba	NOUN
ajam-57	35	30	et	et	PROPN
ajam-57	35	31	al	al	PROPN
ajam-57	35	32	.	.	PROPN
ajam-57	35	33	,	,	PUNCT
ajam-57	35	34	2011	2011	NUM
ajam-57	35	35	,	,	PUNCT
ajam-57	35	36	jagwe	jagwe	NOUN
ajam-57	35	37	et	et	PROPN
ajam-57	35	38	al	al	PROPN
ajam-57	35	39	.	.	PROPN
ajam-57	35	40	,	,	PUNCT
ajam-57	35	41	2010	2010	NUM
ajam-57	35	42	;	;	PUNCT
ajam-57	35	43	pingali	pingali	PROPN
ajam-57	35	44	et	et	PROPN
ajam-57	35	45	al	al	PROPN
ajam-57	35	46	.	.	PROPN
ajam-57	35	47	,	,	PUNCT
ajam-57	35	48	2005	2005	NUM
ajam-57	35	49	)	)	PUNCT
ajam-57	35	50	.	.	PUNCT
ajam-57	36	1	in	in	ADP
ajam-57	36	2	response	response	NOUN
ajam-57	36	3	to	to	ADP
ajam-57	36	4	these	these	DET
ajam-57	36	5	challenges	challenge	NOUN
ajam-57	36	6	,	,	PUNCT
ajam-57	36	7	most	most	ADJ
ajam-57	36	8	governments	government	NOUN
ajam-57	36	9	in	in	ADP
ajam-57	36	10	sub	sub	NOUN
ajam-57	36	11	saharan	saharan	PROPN
ajam-57	36	12	africa	africa	PROPN
ajam-57	36	13	implemented	implement	VERB
ajam-57	36	14	marke	marke	NOUN
ajam-57	36	15	liberalization	liberalization	NOUN
ajam-57	36	16	policies	policy	NOUN
ajam-57	36	17	in	in	ADP
ajam-57	36	18	the	the	DET
ajam-57	36	19	1980s	1980	NOUN
ajam-57	36	20	and	and	CCONJ
ajam-57	36	21	1990s	1990	NOUN
ajam-57	36	22	which	which	PRON
ajam-57	36	23	sought	seek	VERB
ajam-57	36	24	to	to	PART
ajam-57	36	25	open	open	VERB
ajam-57	36	26	new	new	ADJ
ajam-57	36	27	market	market	NOUN
ajam-57	36	28	led	lead	VERB
ajam-57	36	29	economic	economic	ADJ
ajam-57	36	30	growth	growth	NOUN
ajam-57	36	31	opportunities	opportunity	NOUN
ajam-57	36	32	(	(	PUNCT
ajam-57	36	33	barrett	barrett	PROPN
ajam-57	36	34	,	,	PUNCT
ajam-57	36	35	2008	2008	NUM
ajam-57	36	36	)	)	PUNCT
ajam-57	36	37	.	.	PUNCT
ajam-57	37	1	it	it	PRON
ajam-57	37	2	involved	involve	VERB
ajam-57	37	3	the	the	DET
ajam-57	37	4	abolition	abolition	NOUN
ajam-57	37	5	of	of	ADP
ajam-57	37	6	commodity	commodity	NOUN
ajam-57	37	7	boards	board	NOUN
ajam-57	37	8	,	,	PUNCT
ajam-57	37	9	introduction	introduction	NOUN
ajam-57	37	10	of	of	ADP
ajam-57	37	11	free	free	ADJ
ajam-57	37	12	markets	market	NOUN
ajam-57	37	13	and	and	CCONJ
ajam-57	37	14	encouragement	encouragement	NOUN
ajam-57	37	15	of	of	ADP
ajam-57	37	16	private	private	ADJ
ajam-57	37	17	sector	sector	NOUN
ajam-57	37	18	participation	participation	NOUN
ajam-57	37	19	.	.	PUNCT
ajam-57	38	1	according	accord	VERB
ajam-57	38	2	to	to	ADP
ajam-57	38	3	jayne	jayne	PROPN
ajam-57	38	4	and	and	CCONJ
ajam-57	38	5	jones	jones	PROPN
ajam-57	38	6	(	(	PUNCT
ajam-57	38	7	1997	1997	NUM
ajam-57	38	8	)	)	PUNCT
ajam-57	38	9	,	,	PUNCT
ajam-57	38	10	although	although	SCONJ
ajam-57	38	11	the	the	DET
ajam-57	38	12	overall	overall	ADJ
ajam-57	38	13	aim	aim	NOUN
ajam-57	38	14	of	of	ADP
ajam-57	38	15	the	the	DET
ajam-57	38	16	liberalization	liberalization	NOUN
ajam-57	38	17	was	be	AUX
ajam-57	38	18	to	to	PART
ajam-57	38	19	improve	improve	VERB
ajam-57	38	20	the	the	DET
ajam-57	38	21	functioning	functioning	ADJ
ajam-57	38	22	and	and	CCONJ
ajam-57	38	23	effectiveness	effectiveness	NOUN
ajam-57	38	24	of	of	ADP
ajam-57	38	25	markets	market	NOUN
ajam-57	38	26	,	,	PUNCT
ajam-57	38	27	it	it	PRON
ajam-57	38	28	produced	produce	VERB
ajam-57	38	29	mixed	mixed	ADJ
ajam-57	38	30	results	result	NOUN
ajam-57	38	31	.	.	PUNCT
ajam-57	39	1	in	in	ADP
ajam-57	39	2	some	some	DET
ajam-57	39	3	cases	case	NOUN
ajam-57	39	4	,	,	PUNCT
ajam-57	39	5	there	there	PRON
ajam-57	39	6	was	be	VERB
ajam-57	39	7	actual	actual	ADJ
ajam-57	39	8	retreat	retreat	NOUN
ajam-57	39	9	to	to	ADP
ajam-57	39	10	subsistence	subsistence	NOUN
ajam-57	39	11	agriculture	agriculture	NOUN
ajam-57	39	12	while	while	SCONJ
ajam-57	39	13	in	in	ADP
ajam-57	39	14	others	other	NOUN
ajam-57	39	15	there	there	PRON
ajam-57	39	16	was	be	VERB
ajam-57	39	17	increased	increase	VERB
ajam-57	39	18	market	market	NOUN
ajam-57	39	19	participation	participation	NOUN
ajam-57	39	20	in	in	ADP
ajam-57	39	21	more	more	ADJ
ajam-57	39	22	remunerative	remunerative	ADJ
ajam-57	39	23	markets	market	NOUN
ajam-57	39	24	,	,	PUNCT
ajam-57	39	25	technological	technological	ADJ
ajam-57	39	26	progress	progress	NOUN
ajam-57	39	27	and	and	CCONJ
ajam-57	39	28	improvements	improvement	NOUN
ajam-57	39	29	in	in	ADP
ajam-57	39	30	institutions	institution	NOUN
ajam-57	39	31	and	and	CCONJ
ajam-57	39	32	physical	physical	ADJ
ajam-57	39	33	infrastructure	infrastructure	NOUN
ajam-57	39	34	.	.	PUNCT
ajam-57	40	1	this	this	DET
ajam-57	40	2	study	study	NOUN
ajam-57	40	3	sets	set	VERB
ajam-57	40	4	to	to	PART
ajam-57	40	5	establish	establish	VERB
ajam-57	40	6	factors	factor	NOUN
ajam-57	40	7	affecting	affect	VERB
ajam-57	40	8	soybean	soybean	NOUN
ajam-57	40	9	market	market	NOUN
ajam-57	40	10	participation	participation	NOUN
ajam-57	40	11	and	and	CCONJ
ajam-57	40	12	the	the	DET
ajam-57	40	13	level	level	NOUN
ajam-57	40	14	of	of	ADP
ajam-57	40	15	marketed	marketed	ADJ
ajam-57	40	16	surplus	surplus	NOUN
ajam-57	40	17	among	among	ADP
ajam-57	40	18	smallholder	smallholder	NOUN
ajam-57	40	19	farmers	farmer	NOUN
ajam-57	40	20	.	.	PUNCT
ajam-57	41	1	the	the	DET
ajam-57	41	2	results	result	NOUN
ajam-57	41	3	of	of	ADP
ajam-57	41	4	this	this	DET
ajam-57	41	5	study	study	NOUN
ajam-57	41	6	are	be	AUX
ajam-57	41	7	essential	essential	ADJ
ajam-57	41	8	in	in	ADP
ajam-57	41	9	contributing	contribute	VERB
ajam-57	41	10	to	to	ADP
ajam-57	41	11	the	the	DET
ajam-57	41	12	existing	exist	VERB
ajam-57	41	13	body	body	NOUN
ajam-57	41	14	of	of	ADP
ajam-57	41	15	knowledge	knowledge	NOUN
ajam-57	41	16	on	on	ADP
ajam-57	41	17	soybean	soybean	NOUN
ajam-57	41	18	market	market	NOUN
ajam-57	41	19	participation	participation	NOUN
ajam-57	41	20	which	which	PRON
ajam-57	41	21	is	be	AUX
ajam-57	41	22	scant	scant	ADJ
ajam-57	41	23	locally	locally	ADV
ajam-57	41	24	as	as	SCONJ
ajam-57	41	25	most	most	ADJ
ajam-57	41	26	previous	previous	ADJ
ajam-57	41	27	research	research	NOUN
ajam-57	41	28	concentrated	concentrate	VERB
ajam-57	41	29	on	on	ADP
ajam-57	41	30	biophysical	biophysical	ADJ
ajam-57	41	31	aspects	aspect	NOUN
ajam-57	41	32	of	of	ADP
ajam-57	41	33	soybean	soybean	NOUN
ajam-57	41	34	production	production	NOUN
ajam-57	41	35	.	.	PUNCT
ajam-57	42	1	therefore	therefore	ADV
ajam-57	42	2	,	,	PUNCT
ajam-57	42	3	understanding	understand	VERB
ajam-57	42	4	smallholder	smallholder	NOUN
ajam-57	42	5	marketing	marketing	NOUN
ajam-57	42	6	of	of	ADP
ajam-57	42	7	soybean	soybean	NOUN
ajam-57	42	8	is	be	AUX
ajam-57	42	9	vital	vital	ADJ
ajam-57	42	10	for	for	ADP
ajam-57	42	11	increased	increase	VERB
ajam-57	42	12	participation	participation	NOUN
ajam-57	42	13	which	which	PRON
ajam-57	42	14	may	may	AUX
ajam-57	42	15	lead	lead	VERB
ajam-57	42	16	to	to	ADP
ajam-57	42	17	increased	increase	VERB
ajam-57	42	18	farmer	farmer	NOUN
ajam-57	42	19	incomes	income	NOUN
ajam-57	42	20	,	,	PUNCT
ajam-57	42	21	improved	improve	VERB
ajam-57	42	22	soil	soil	NOUN
ajam-57	42	23	fertility	fertility	NOUN
ajam-57	42	24	and	and	CCONJ
ajam-57	42	25	ultimately	ultimately	ADV
ajam-57	42	26	reduced	reduce	VERB
ajam-57	42	27	poverty	poverty	NOUN
ajam-57	42	28	.	.	PUNCT
ajam-57	43	1	information	information	NOUN
ajam-57	43	2	from	from	ADP
ajam-57	43	3	this	this	DET
ajam-57	43	4	study	study	NOUN
ajam-57	43	5	will	will	AUX
ajam-57	43	6	be	be	AUX
ajam-57	43	7	useful	useful	ADJ
ajam-57	43	8	to	to	ADP
ajam-57	43	9	agricultural	agricultural	ADJ
ajam-57	43	10	policy	policy	NOUN
ajam-57	43	11	makers	maker	NOUN
ajam-57	43	12	to	to	PART
ajam-57	43	13	create	create	VERB
ajam-57	43	14	or	or	CCONJ
ajam-57	43	15	amend	amend	VERB
ajam-57	43	16	existing	exist	VERB
ajam-57	43	17	policies	policy	NOUN
ajam-57	43	18	in	in	ADP
ajam-57	43	19	an	an	DET
ajam-57	43	20	effort	effort	NOUN
ajam-57	43	21	to	to	PART
ajam-57	43	22	develop	develop	VERB
ajam-57	43	23	the	the	DET
ajam-57	43	24	soybeans	soybean	NOUN
ajam-57	43	25	production	production	NOUN
ajam-57	43	26	and	and	CCONJ
ajam-57	43	27	markets	market	NOUN
ajam-57	43	28	as	as	ADV
ajam-57	43	29	well	well	ADV
ajam-57	43	30	as	as	ADP
ajam-57	43	31	motivate	motivate	ADJ
ajam-57	43	32	producers	producer	NOUN
ajam-57	43	33	to	to	PART
ajam-57	43	34	access	access	VERB
ajam-57	43	35	soybean	soybean	NOUN
ajam-57	43	36	commodity	commodity	NOUN
ajam-57	43	37	markets	market	NOUN
ajam-57	43	38	.	.	PUNCT
ajam-57	44	1	smallholder	smallholder	NOUN
ajam-57	44	2	soybean	soybean	NOUN
ajam-57	44	3	production	production	NOUN
ajam-57	44	4	in	in	ADP
ajam-57	44	5	zimbabwe	zimbabwe	PROPN
ajam-57	44	6	historically	historically	ADV
ajam-57	44	7	,	,	PUNCT
ajam-57	44	8	soybean	soybean	NOUN
ajam-57	44	9	production	production	NOUN
ajam-57	44	10	in	in	ADP
ajam-57	44	11	zimbabwe	zimbabwe	PROPN
ajam-57	44	12	was	be	AUX
ajam-57	44	13	highly	highly	ADV
ajam-57	44	14	mechanised	mechanised	ADJ
ajam-57	44	15	and	and	CCONJ
ajam-57	44	16	carried	carry	VERB
ajam-57	44	17	out	out	ADP
ajam-57	44	18	by	by	ADP
ajam-57	44	19	commercial	commercial	ADJ
ajam-57	44	20	farmers	farmer	NOUN
ajam-57	44	21	in	in	ADP
ajam-57	44	22	high	high	ADJ
ajam-57	44	23	rainfall	rainfall	NOUN
ajam-57	44	24	areas	area	NOUN
ajam-57	44	25	(	(	PUNCT
ajam-57	44	26	estehuizen	estehuizen	NOUN
ajam-57	44	27	,	,	PUNCT
ajam-57	44	28	2011	2011	NUM
ajam-57	44	29	)	)	PUNCT
ajam-57	44	30	.	.	PUNCT
ajam-57	45	1	the	the	DET
ajam-57	45	2	commercial	commercial	ADJ
ajam-57	45	3	farmers	farmer	NOUN
ajam-57	45	4	had	have	VERB
ajam-57	45	5	easy	easy	ADJ
ajam-57	45	6	access	access	NOUN
ajam-57	45	7	to	to	ADP
ajam-57	45	8	inputs	input	NOUN
ajam-57	45	9	,	,	PUNCT
ajam-57	45	10	financial	financial	ADJ
ajam-57	45	11	capital	capital	NOUN
ajam-57	45	12	,	,	PUNCT
ajam-57	45	13	irrigation	irrigation	NOUN
ajam-57	45	14	services	service	NOUN
ajam-57	45	15	and	and	CCONJ
ajam-57	45	16	well	well	ADV
ajam-57	45	17	developed	develop	VERB
ajam-57	45	18	marketing	marketing	NOUN
ajam-57	45	19	channels	channel	NOUN
ajam-57	45	20	(	(	PUNCT
ajam-57	45	21	madanzi	madanzi	NOUN
ajam-57	45	22	et	et	PROPN
ajam-57	45	23	al	al	PROPN
ajam-57	45	24	.	.	PROPN
ajam-57	45	25	,	,	PUNCT
ajam-57	45	26	2012	2012	NUM
ajam-57	45	27	)	)	PUNCT
ajam-57	45	28	.	.	PUNCT
ajam-57	46	1	the	the	DET
ajam-57	46	2	output	output	NOUN
ajam-57	46	3	from	from	ADP
ajam-57	46	4	commercial	commercial	ADJ
ajam-57	46	5	farmers	farmer	NOUN
ajam-57	46	6	accounted	account	VERB
ajam-57	46	7	for	for	ADP
ajam-57	46	8	95	95	NUM
ajam-57	46	9	%	%	NOUN
ajam-57	46	10	while	while	SCONJ
ajam-57	46	11	smallholder	smallholder	NOUN
ajam-57	46	12	farmers	farmer	NOUN
ajam-57	46	13	contributed	contribute	VERB
ajam-57	46	14	only	only	ADV
ajam-57	46	15	5	5	NUM
ajam-57	46	16	%	%	NOUN
ajam-57	46	17	of	of	ADP
ajam-57	46	18	national	national	ADJ
ajam-57	46	19	soybean	soybean	NOUN
ajam-57	46	20	output	output	NOUN
ajam-57	46	21	(	(	PUNCT
ajam-57	46	22	estehuizen	estehuizen	PROPN
ajam-57	46	23	,	,	PUNCT
ajam-57	46	24	2011	2011	NUM
ajam-57	46	25	)	)	PUNCT
ajam-57	46	26	.	.	PUNCT
ajam-57	47	1	smallholder	smallholder	NOUN
ajam-57	47	2	farmers	farmer	NOUN
ajam-57	47	3	used	use	VERB
ajam-57	47	4	unimproved	unimproved	ADJ
ajam-57	47	5	retained	retain	VERB
ajam-57	47	6	seeds	seed	NOUN
ajam-57	47	7	and	and	CCONJ
ajam-57	47	8	did	do	AUX
ajam-57	47	9	not	not	PART
ajam-57	47	10	have	have	VERB
ajam-57	47	11	access	access	NOUN
ajam-57	47	12	to	to	ADP
ajam-57	47	13	bradyrhizobium	bradyrhizobium	NOUN
ajam-57	47	14	inoculant	inoculant	NOUN
ajam-57	47	15	and	and	CCONJ
ajam-57	47	16	this	this	PRON
ajam-57	47	17	contributed	contribute	VERB
ajam-57	47	18	to	to	ADP
ajam-57	47	19	yields	yield	NOUN
ajam-57	47	20	as	as	ADV
ajam-57	47	21	low	low	ADJ
ajam-57	47	22	as	as	ADP
ajam-57	47	23	0.6	0.6	NUM
ajam-57	47	24	t	t	PROPN
ajam-57	47	25	ha-1	ha-1	X
ajam-57	47	26	compared	compare	VERB
ajam-57	47	27	to	to	ADP
ajam-57	47	28	3	3	NUM
ajam-57	47	29	to	to	PART
ajam-57	47	30	4	4	NUM
ajam-57	47	31	t	t	NOUN
ajam-57	47	32	ha	ha	INTJ
ajam-57	47	33	-1	-1	INTJ
ajam-57	47	34	in	in	ADP
ajam-57	47	35	the	the	DET
ajam-57	47	36	commercial	commercial	ADJ
ajam-57	47	37	sector	sector	NOUN
ajam-57	47	38	(	(	PUNCT
ajam-57	47	39	mabika	mabika	NOUN
ajam-57	47	40	and	and	CCONJ
ajam-57	47	41	mariga	mariga	ADV
ajam-57	47	42	,	,	PUNCT
ajam-57	47	43	1996	1996	NUM
ajam-57	47	44	)	)	PUNCT
ajam-57	47	45	.	.	PUNCT
ajam-57	48	1	the	the	DET
ajam-57	48	2	smallholder	smallholder	NOUN
ajam-57	48	3	farmers	farmer	NOUN
ajam-57	48	4	lacked	lack	VERB
ajam-57	48	5	general	general	ADJ
ajam-57	48	6	knowledge	knowledge	NOUN
ajam-57	48	7	on	on	ADP
ajam-57	48	8	good	good	ADJ
ajam-57	48	9	agronomic	agronomic	ADJ
ajam-57	48	10	practices	practice	NOUN
ajam-57	48	11	.	.	PUNCT
ajam-57	49	1	shumba	shumba	NOUN
ajam-57	49	2	-	-	PUNCT
ajam-57	49	3	munyulwa	munyulwa	NOUN
ajam-57	49	4	(	(	PUNCT
ajam-57	49	5	1996	1996	NUM
ajam-57	49	6	)	)	PUNCT
ajam-57	49	7	noted	note	VERB
ajam-57	49	8	that	that	SCONJ
ajam-57	49	9	agronomic	agronomic	ADJ
ajam-57	49	10	research	research	NOUN
ajam-57	49	11	on	on	ADP
ajam-57	49	12	soybean	soybean	NOUN
ajam-57	49	13	production	production	NOUN
ajam-57	49	14	was	be	AUX
ajam-57	49	15	confined	confine	VERB
ajam-57	49	16	to	to	ADP
ajam-57	49	17	the	the	DET
ajam-57	49	18	commercial	commercial	ADJ
ajam-57	49	19	sector	sector	NOUN
ajam-57	49	20	and	and	CCONJ
ajam-57	49	21	extension	extension	NOUN
ajam-57	49	22	in	in	ADP
ajam-57	49	23	smallholder	smallholder	NOUN
ajam-57	49	24	farming	farming	NOUN
ajam-57	49	25	sectors	sector	NOUN
ajam-57	49	26	was	be	AUX
ajam-57	49	27	limited	limited	ADJ
ajam-57	49	28	.	.	PUNCT
ajam-57	50	1	this	this	PRON
ajam-57	50	2	implies	imply	VERB
ajam-57	50	3	that	that	SCONJ
ajam-57	50	4	the	the	DET
ajam-57	50	5	recommendations	recommendation	NOUN
ajam-57	50	6	from	from	ADP
ajam-57	50	7	such	such	ADJ
ajam-57	50	8	agronomic	agronomic	ADJ
ajam-57	50	9	studies	study	NOUN
ajam-57	50	10	could	could	AUX
ajam-57	50	11	not	not	PART
ajam-57	50	12	be	be	AUX
ajam-57	50	13	applied	apply	VERB
ajam-57	50	14	to	to	ADP
ajam-57	50	15	smallholder	smallholder	NOUN
ajam-57	50	16	farming	farming	NOUN
ajam-57	50	17	.	.	PUNCT
ajam-57	51	1	in	in	ADP
ajam-57	51	2	1996	1996	NUM
ajam-57	51	3	,	,	PUNCT
ajam-57	51	4	the	the	DET
ajam-57	51	5	government	government	NOUN
ajam-57	51	6	formed	form	VERB
ajam-57	51	7	the	the	DET
ajam-57	51	8	national	national	ADJ
ajam-57	51	9	soybean	soybean	PROPN
ajam-57	51	10	task	task	PROPN
ajam-57	51	11	force	force	NOUN
ajam-57	51	12	(	(	PUNCT
ajam-57	51	13	nstf	nstf	ADV
ajam-57	51	14	)	)	PUNCT
ajam-57	51	15	whose	whose	DET
ajam-57	51	16	mandate	mandate	NOUN
ajam-57	51	17	was	be	AUX
ajam-57	51	18	to	to	PART
ajam-57	51	19	help	help	VERB
ajam-57	51	20	increase	increase	VERB
ajam-57	51	21	the	the	DET
ajam-57	51	22	participation	participation	NOUN
ajam-57	51	23	of	of	ADP
ajam-57	51	24	smallholder	smallholder	NOUN
ajam-57	51	25	farmers	farmer	NOUN
ajam-57	51	26	in	in	ADP
ajam-57	51	27	soybean	soybean	NOUN
ajam-57	51	28	production	production	NOUN
ajam-57	51	29	and	and	CCONJ
ajam-57	51	30	marketing	marketing	NOUN
ajam-57	51	31	(	(	PUNCT
ajam-57	51	32	madanzi	madanzi	NOUN
ajam-57	51	33	et	et	PROPN
ajam-57	51	34	al	al	PROPN
ajam-57	51	35	.	.	PROPN
ajam-57	51	36	,	,	PUNCT
ajam-57	51	37	2012	2012	NUM
ajam-57	51	38	)	)	PUNCT
ajam-57	51	39	.	.	PUNCT
ajam-57	52	1	in	in	ADP
ajam-57	52	2	‘	'	PUNCT
ajam-57	52	3	0	0	NUM
ajam-57	52	4	00	00	NUM
ajam-57	52	5	s	s	X
ajam-57	52	6	’	'	PUNCT
ajam-57	52	7	m	m	VERB
ajam-57	52	8	et	et	NOUN
ajam-57	52	9	ri	ri	PROPN
ajam-57	52	10	c	c	NOUN
ajam-57	52	11	to	to	ADP
ajam-57	52	12	n	n	PROPN
ajam-57	52	13	n	n	ADV
ajam-57	52	14	es	es	VERB
ajam-57	52	15	200	200	NUM
ajam-57	52	16	180	180	NUM
ajam-57	52	17	160	160	NUM
ajam-57	52	18	140	140	NUM
ajam-57	52	19	120	120	NUM
ajam-57	52	20	100	100	NUM
ajam-57	52	21	155	155	NUM
ajam-57	52	22	o	o	NOUN
ajam-57	52	23	u	u	NOUN
ajam-57	52	24	tp	tp	ADP
ajam-57	52	25	u	u	PROPN
ajam-57	52	26	t	t	PROPN
ajam-57	52	27	in	in	ADP
ajam-57	52	28	80	80	NUM
ajam-57	52	29	135	135	NUM
ajam-57	52	30	commercial	commercial	ADJ
ajam-57	52	31	smallholder	smallholder	NOUN
ajam-57	52	32	farmers	farmer	NOUN
ajam-57	52	33	60	60	NUM
ajam-57	52	34	40	40	NUM
ajam-57	52	35	63	63	NUM
ajam-57	52	36	60	60	NUM
ajam-57	52	37	59	59	NUM
ajam-57	52	38	43	43	NUM
ajam-57	52	39	51	51	NUM
ajam-57	52	40	33	33	NUM
ajam-57	52	41	44	44	NUM
ajam-57	52	42	37	37	NUM
ajam-57	52	43	30	30	NUM
ajam-57	52	44	20	20	NUM
ajam-57	52	45	15	15	NUM
ajam-57	52	46	20	20	NUM
ajam-57	52	47	10	10	NUM
ajam-57	52	48	12	12	NUM
ajam-57	52	49	10	10	NUM
ajam-57	52	50	12	12	NUM
ajam-57	52	51	16	16	NUM
ajam-57	52	52	14	14	NUM
ajam-57	52	53	13	13	NUM
ajam-57	52	54	17	17	NUM
ajam-57	52	55	9	9	NUM
ajam-57	52	56	0	0	NUM
ajam-57	52	57	year	year	NOUN
ajam-57	52	58	figure	figure	NOUN
ajam-57	52	59	1	1	NUM
ajam-57	52	60	.	.	PUNCT
ajam-57	52	61	soybean	soybean	NOUN
ajam-57	52	62	production	production	NOUN
ajam-57	52	63	in	in	ADP
ajam-57	52	64	zimbabwe	zimbabwe	NOUN
ajam-57	52	65	in	in	ADP
ajam-57	52	66	"	"	PUNCT
ajam-57	52	67	000	000	NUM
ajam-57	52	68	'	'	PART
ajam-57	52	69	metric	metric	ADJ
ajam-57	52	70	tonnes	tonne	NOUN
ajam-57	52	71	.	.	PUNCT
ajam-57	53	1	source	source	NOUN
ajam-57	53	2	:	:	PUNCT
ajam-57	53	3	technoserve	technoserve	NOUN
ajam-57	53	4	,	,	PUNCT
ajam-57	53	5	2011	2011	NUM
ajam-57	53	6	.	.	PUNCT
ajam-57	54	1	particular	particular	ADJ
ajam-57	54	2	the	the	DET
ajam-57	54	3	programme	programme	NOUN
ajam-57	54	4	provided	provide	VERB
ajam-57	54	5	agricultural	agricultural	ADJ
ajam-57	54	6	extension	extension	NOUN
ajam-57	54	7	,	,	PUNCT
ajam-57	54	8	access	access	NOUN
ajam-57	54	9	to	to	ADP
ajam-57	54	10	cheap	cheap	ADJ
ajam-57	54	11	inputs	input	NOUN
ajam-57	54	12	and	and	CCONJ
ajam-57	54	13	linkages	linkage	NOUN
ajam-57	54	14	to	to	ADP
ajam-57	54	15	markets	market	NOUN
ajam-57	54	16	to	to	ADP
ajam-57	54	17	smallholder	smallholder	NOUN
ajam-57	54	18	farmers	farmer	NOUN
ajam-57	54	19	.	.	PUNCT
ajam-57	55	1	when	when	SCONJ
ajam-57	55	2	the	the	DET
ajam-57	55	3	programme	programme	NOUN
ajam-57	55	4	started	start	VERB
ajam-57	55	5	,	,	PUNCT
ajam-57	55	6	it	it	PRON
ajam-57	55	7	enrolled	enrol	VERB
ajam-57	55	8	55	55	NUM
ajam-57	55	9	smallholder	smallholder	NOUN
ajam-57	55	10	farmers	farmer	NOUN
ajam-57	55	11	but	but	CCONJ
ajam-57	55	12	by	by	ADP
ajam-57	55	13	end	end	NOUN
ajam-57	55	14	of	of	ADP
ajam-57	55	15	2006	2006	NUM
ajam-57	55	16	the	the	DET
ajam-57	55	17	programme	programme	NOUN
ajam-57	55	18	had	have	AUX
ajam-57	55	19	reached	reach	VERB
ajam-57	55	20	a	a	DET
ajam-57	55	21	total	total	NOUN
ajam-57	55	22	of	of	ADP
ajam-57	55	23	55,000	55,000	NUM
ajam-57	55	24	smallholder	smallholder	NOUN
ajam-57	55	25	farmers	farmer	NOUN
ajam-57	55	26	who	who	PRON
ajam-57	55	27	produced	produce	VERB
ajam-57	55	28	40,000	40,000	NUM
ajam-57	55	29	t	t	NOUN
ajam-57	55	30	per	per	ADP
ajam-57	55	31	annum	annum	X
ajam-57	55	32	(	(	PUNCT
ajam-57	55	33	chianu	chianu	X
ajam-57	55	34	et	et	PROPN
ajam-57	55	35	al	al	PROPN
ajam-57	55	36	.	.	PROPN
ajam-57	55	37	,	,	PUNCT
ajam-57	55	38	2009	2009	NUM
ajam-57	55	39	)	)	PUNCT
ajam-57	55	40	.	.	PUNCT
ajam-57	56	1	complimentary	complimentary	ADJ
ajam-57	56	2	efforts	effort	NOUN
ajam-57	56	3	have	have	AUX
ajam-57	56	4	been	be	AUX
ajam-57	56	5	done	do	VERB
ajam-57	56	6	by	by	ADP
ajam-57	56	7	africare	africare	PROPN
ajam-57	56	8	and	and	CCONJ
ajam-57	56	9	the	the	DET
ajam-57	56	10	n2africa	n2africa	ADJ
ajam-57	56	11	project	project	NOUN
ajam-57	56	12	in	in	ADP
ajam-57	56	13	zimbabwe	zimbabwe	PROPN
ajam-57	56	14	who	who	PRON
ajam-57	56	15	are	be	AUX
ajam-57	56	16	assisting	assist	VERB
ajam-57	56	17	the	the	DET
ajam-57	56	18	smallholder	smallholder	NOUN
ajam-57	56	19	farmers	farmer	NOUN
ajam-57	56	20	with	with	ADP
ajam-57	56	21	agronomic	agronomic	ADJ
ajam-57	56	22	knowledge	knowledge	NOUN
ajam-57	56	23	on	on	ADP
ajam-57	56	24	soybean	soybean	NOUN
ajam-57	56	25	production	production	NOUN
ajam-57	56	26	in	in	ADP
ajam-57	56	27	addition	addition	NOUN
ajam-57	56	28	to	to	ADP
ajam-57	56	29	market	market	NOUN
ajam-57	56	30	linkages	linkage	NOUN
ajam-57	56	31	.	.	PUNCT
ajam-57	57	1	despite	despite	SCONJ
ajam-57	57	2	these	these	DET
ajam-57	57	3	efforts	effort	NOUN
ajam-57	57	4	,	,	PUNCT
ajam-57	57	5	soybean	soybean	NOUN
ajam-57	57	6	producing	produce	VERB
ajam-57	57	7	smallholder	smallholder	NOUN
ajam-57	57	8	farmers	farmer	NOUN
ajam-57	57	9	face	face	VERB
ajam-57	57	10	challenges	challenge	NOUN
ajam-57	57	11	such	such	ADJ
ajam-57	57	12	as	as	ADP
ajam-57	57	13	access	access	NOUN
ajam-57	57	14	to	to	ADP
ajam-57	57	15	cheap	cheap	ADJ
ajam-57	57	16	inputs	input	NOUN
ajam-57	57	17	and	and	CCONJ
ajam-57	57	18	rhizobium	rhizobium	NOUN
ajam-57	57	19	(	(	PUNCT
ajam-57	57	20	madanzi	madanzi	NOUN
ajam-57	57	21	et	et	PROPN
ajam-57	57	22	al	al	PROPN
ajam-57	57	23	.	.	PROPN
ajam-57	57	24	,	,	PUNCT
ajam-57	57	25	2012	2012	NUM
ajam-57	57	26	)	)	PUNCT
ajam-57	57	27	.	.	PUNCT
ajam-57	58	1	although	although	SCONJ
ajam-57	58	2	the	the	DET
ajam-57	58	3	rhizobium	rhizobium	NOUN
ajam-57	58	4	is	be	AUX
ajam-57	58	5	produced	produce	VERB
ajam-57	58	6	by	by	ADP
ajam-57	58	7	zimbabwe	zimbabwe	PROPN
ajam-57	58	8	’s	’s	PART
ajam-57	58	9	soil	soil	NOUN
ajam-57	58	10	productivity	productivity	NOUN
ajam-57	58	11	and	and	CCONJ
ajam-57	58	12	research	research	NOUN
ajam-57	58	13	laboratory	laboratory	NOUN
ajam-57	58	14	(	(	PUNCT
ajam-57	58	15	sprl	sprl	NOUN
ajam-57	58	16	)	)	PUNCT
ajam-57	58	17	at	at	ADP
ajam-57	58	18	a	a	DET
ajam-57	58	19	break	break	NOUN
ajam-57	58	20	-	-	PUNCT
ajam-57	58	21	even	even	ADV
ajam-57	58	22	price	price	NOUN
ajam-57	58	23	of	of	ADP
ajam-57	58	24	$	$	SYM
ajam-57	58	25	3.20	3.20	NUM
ajam-57	58	26	and	and	CCONJ
ajam-57	58	27	distributed	distribute	VERB
ajam-57	58	28	through	through	ADP
ajam-57	58	29	agricultural	agricultural	ADJ
ajam-57	58	30	technical	technical	ADJ
ajam-57	58	31	and	and	CCONJ
ajam-57	58	32	extension	extension	NOUN
ajam-57	58	33	services	service	NOUN
ajam-57	58	34	(	(	PUNCT
ajam-57	58	35	agritex	agritex	NOUN
ajam-57	58	36	)	)	PUNCT
ajam-57	58	37	at	at	ADP
ajam-57	58	38	a	a	DET
ajam-57	58	39	retail	retail	ADJ
ajam-57	58	40	price	price	NOUN
ajam-57	58	41	of	of	ADP
ajam-57	58	42	$	$	SYM
ajam-57	58	43	5.00	5.00	NUM
ajam-57	58	44	,	,	PUNCT
ajam-57	58	45	some	some	DET
ajam-57	58	46	farmers	farmer	NOUN
ajam-57	58	47	claim	claim	VERB
ajam-57	58	48	that	that	SCONJ
ajam-57	58	49	they	they	PRON
ajam-57	58	50	access	access	VERB
ajam-57	58	51	the	the	DET
ajam-57	58	52	inoculant	inoculant	NOUN
ajam-57	58	53	at	at	ADP
ajam-57	58	54	more	more	ADV
ajam-57	58	55	than	than	ADP
ajam-57	58	56	double	double	DET
ajam-57	58	57	the	the	DET
ajam-57	58	58	cost	cost	NOUN
ajam-57	58	59	(	(	PUNCT
ajam-57	58	60	woomer	woomer	X
ajam-57	58	61	et	et	PROPN
ajam-57	58	62	al	al	PROPN
ajam-57	58	63	.	.	PROPN
ajam-57	58	64	,	,	PUNCT
ajam-57	58	65	2013	2013	NUM
ajam-57	58	66	)	)	PUNCT
ajam-57	58	67	.	.	PUNCT
ajam-57	59	1	the	the	DET
ajam-57	59	2	seed	seed	NOUN
ajam-57	59	3	houses	house	NOUN
ajam-57	59	4	are	be	AUX
ajam-57	59	5	not	not	PART
ajam-57	59	6	producing	produce	VERB
ajam-57	59	7	sufficient	sufficient	ADJ
ajam-57	59	8	quantities	quantity	NOUN
ajam-57	59	9	of	of	ADP
ajam-57	59	10	soybean	soybean	NOUN
ajam-57	59	11	seed	seed	NOUN
ajam-57	59	12	for	for	ADP
ajam-57	59	13	the	the	DET
ajam-57	59	14	market	market	NOUN
ajam-57	59	15	as	as	SCONJ
ajam-57	59	16	the	the	DET
ajam-57	59	17	smallholder	smallholder	NOUN
ajam-57	59	18	farmers	farmer	NOUN
ajam-57	59	19	do	do	AUX
ajam-57	59	20	not	not	PART
ajam-57	59	21	purchase	purchase	VERB
ajam-57	59	22	the	the	DET
ajam-57	59	23	improved	improved	ADJ
ajam-57	59	24	seed	seed	NOUN
ajam-57	59	25	.	.	PUNCT
ajam-57	60	1	despite	despite	SCONJ
ajam-57	60	2	the	the	DET
ajam-57	60	3	government	government	NOUN
ajam-57	60	4	’s	’s	PART
ajam-57	60	5	efforts	effort	NOUN
ajam-57	60	6	in	in	ADP
ajam-57	60	7	distributing	distribute	VERB
ajam-57	60	8	land	land	NOUN
ajam-57	60	9	from	from	ADP
ajam-57	60	10	the	the	DET
ajam-57	60	11	commercial	commercial	ADJ
ajam-57	60	12	farmers	farmer	NOUN
ajam-57	60	13	to	to	PART
ajam-57	60	14	landless	landless	ADJ
ajam-57	60	15	peasants	peasant	NOUN
ajam-57	60	16	,	,	PUNCT
ajam-57	60	17	zimbabwe	zimbabwe	X
ajam-57	60	18	is	be	AUX
ajam-57	60	19	still	still	ADV
ajam-57	60	20	facing	face	VERB
ajam-57	60	21	huge	huge	ADJ
ajam-57	60	22	deficits	deficit	NOUN
ajam-57	60	23	in	in	ADP
ajam-57	60	24	soybean	soybean	NOUN
ajam-57	60	25	production	production	NOUN
ajam-57	60	26	with	with	ADP
ajam-57	60	27	demand	demand	NOUN
ajam-57	60	28	far	far	ADV
ajam-57	60	29	outstripping	outstrip	VERB
ajam-57	60	30	current	current	ADJ
ajam-57	60	31	production	production	NOUN
ajam-57	60	32	levels	level	NOUN
ajam-57	60	33	.	.	PUNCT
ajam-57	61	1	zimbabwe	zimbabwe	PROPN
ajam-57	61	2	’s	’s	PART
ajam-57	61	3	annual	annual	ADJ
ajam-57	61	4	demand	demand	NOUN
ajam-57	61	5	for	for	ADP
ajam-57	61	6	soybean	soybean	NOUN
ajam-57	61	7	is	be	AUX
ajam-57	61	8	125,000	125,000	NUM
ajam-57	61	9	metric	metric	ADJ
ajam-57	61	10	tonnes	tonne	NOUN
ajam-57	61	11	while	while	SCONJ
ajam-57	61	12	production	production	NOUN
ajam-57	61	13	has	have	AUX
ajam-57	61	14	been	be	AUX
ajam-57	61	15	fluctuating	fluctuate	VERB
ajam-57	61	16	far	far	ADV
ajam-57	61	17	below	below	ADP
ajam-57	61	18	the	the	DET
ajam-57	61	19	equilibrium	equilibrium	NOUN
ajam-57	61	20	quantity	quantity	NOUN
ajam-57	61	21	(	(	PUNCT
ajam-57	61	22	varia	varia	NOUN
ajam-57	61	23	,	,	PUNCT
ajam-57	61	24	2011	2011	NUM
ajam-57	61	25	)	)	PUNCT
ajam-57	61	26	.	.	PUNCT
ajam-57	62	1	at	at	ADP
ajam-57	62	2	present	present	ADJ
ajam-57	62	3	,	,	PUNCT
ajam-57	62	4	the	the	DET
ajam-57	62	5	demand	demand	NOUN
ajam-57	62	6	deficits	deficit	NOUN
ajam-57	62	7	have	have	AUX
ajam-57	62	8	been	be	AUX
ajam-57	62	9	filled	fill	VERB
ajam-57	62	10	by	by	ADP
ajam-57	62	11	imported	import	VERB
ajam-57	62	12	soybeans	soybean	NOUN
ajam-57	62	13	from	from	ADP
ajam-57	62	14	south	south	PROPN
ajam-57	62	15	africa	africa	PROPN
ajam-57	62	16	,	,	PUNCT
ajam-57	62	17	zambia	zambia	PROPN
ajam-57	62	18	and	and	CCONJ
ajam-57	62	19	malawi	malawi	PROPN
ajam-57	62	20	.	.	PUNCT
ajam-57	63	1	zimbabwe	zimbabwe	PROPN
ajam-57	63	2	is	be	AUX
ajam-57	63	3	only	only	ADV
ajam-57	63	4	producing	produce	VERB
ajam-57	63	5	30	30	NUM
ajam-57	63	6	%	%	NOUN
ajam-57	63	7	of	of	ADP
ajam-57	63	8	its	its	PRON
ajam-57	63	9	national	national	ADJ
ajam-57	63	10	demand	demand	NOUN
ajam-57	63	11	of	of	ADP
ajam-57	63	12	125,000	125,000	NUM
ajam-57	63	13	metric	metric	ADJ
ajam-57	63	14	tonnes	tonne	NOUN
ajam-57	63	15	and	and	CCONJ
ajam-57	63	16	capacity	capacity	NOUN
ajam-57	63	17	utilization	utilization	NOUN
ajam-57	63	18	at	at	ADP
ajam-57	63	19	the	the	DET
ajam-57	63	20	major	major	ADJ
ajam-57	63	21	soybean	soybean	NOUN
ajam-57	63	22	processors	processor	NOUN
ajam-57	63	23	is	be	AUX
ajam-57	63	24	only	only	ADV
ajam-57	63	25	16	16	NUM
ajam-57	63	26	%	%	NOUN
ajam-57	63	27	(	(	PUNCT
ajam-57	63	28	technoserve	technoserve	NOUN
ajam-57	63	29	,	,	PUNCT
ajam-57	63	30	2011	2011	NUM
ajam-57	63	31	)	)	PUNCT
ajam-57	63	32	.	.	PUNCT
ajam-57	64	1	the	the	DET
ajam-57	64	2	huge	huge	ADJ
ajam-57	64	3	demand	demand	NOUN
ajam-57	64	4	deficit	deficit	NOUN
ajam-57	64	5	in	in	ADP
ajam-57	64	6	soybean	soybean	NOUN
ajam-57	64	7	production	production	NOUN
ajam-57	64	8	offers	offer	VERB
ajam-57	64	9	an	an	DET
ajam-57	64	10	opportunity	opportunity	NOUN
ajam-57	64	11	for	for	SCONJ
ajam-57	64	12	smallholder	smallholder	NOUN
ajam-57	64	13	farmers	farmer	NOUN
ajam-57	64	14	to	to	PART
ajam-57	64	15	produce	produce	VERB
ajam-57	64	16	large	large	ADJ
ajam-57	64	17	quantities	quantity	NOUN
ajam-57	64	18	of	of	ADP
ajam-57	64	19	soybeans	soybean	NOUN
ajam-57	64	20	,	,	PUNCT
ajam-57	64	21	participate	participate	VERB
ajam-57	64	22	in	in	ADP
ajam-57	64	23	markets	market	NOUN
ajam-57	64	24	and	and	CCONJ
ajam-57	64	25	improve	improve	VERB
ajam-57	64	26	household	household	NOUN
ajam-57	64	27	income	income	NOUN
ajam-57	64	28	.	.	PUNCT
ajam-57	65	1	since	since	SCONJ
ajam-57	65	2	soybean	soybean	NOUN
ajam-57	65	3	is	be	AUX
ajam-57	65	4	renowned	renowned	ADJ
ajam-57	65	5	for	for	ADP
ajam-57	65	6	its	its	PRON
ajam-57	65	7	high	high	ADJ
ajam-57	65	8	propensity	propensity	NOUN
ajam-57	65	9	to	to	PART
ajam-57	65	10	fix	fix	VERB
ajam-57	65	11	nitrogen	nitrogen	NOUN
ajam-57	65	12	,	,	PUNCT
ajam-57	65	13	intensive	intensive	ADJ
ajam-57	65	14	market	market	NOUN
ajam-57	65	15	participation	participation	NOUN
ajam-57	65	16	by	by	ADP
ajam-57	65	17	smallholder	smallholder	NOUN
ajam-57	65	18	farmers	farmer	NOUN
ajam-57	65	19	would	would	AUX
ajam-57	65	20	also	also	ADV
ajam-57	65	21	improve	improve	VERB
ajam-57	65	22	soil	soil	NOUN
ajam-57	65	23	fertility	fertility	NOUN
ajam-57	65	24	and	and	CCONJ
ajam-57	65	25	yields	yield	NOUN
ajam-57	65	26	for	for	ADP
ajam-57	65	27	subsequent	subsequent	ADJ
ajam-57	65	28	crops	crop	NOUN
ajam-57	65	29	such	such	ADJ
ajam-57	65	30	as	as	ADP
ajam-57	65	31	maize	maize	NOUN
ajam-57	65	32	if	if	SCONJ
ajam-57	65	33	farmed	farm	VERB
ajam-57	65	34	on	on	ADP
ajam-57	65	35	the	the	DET
ajam-57	65	36	same	same	ADJ
ajam-57	65	37	land	land	NOUN
ajam-57	65	38	in	in	ADP
ajam-57	65	39	rotation	rotation	NOUN
ajam-57	65	40	.	.	PUNCT
ajam-57	66	1	however	however	ADV
ajam-57	66	2	,	,	PUNCT
ajam-57	66	3	despite	despite	SCONJ
ajam-57	66	4	this	this	DET
ajam-57	66	5	market	market	NOUN
ajam-57	66	6	opportunity	opportunity	NOUN
ajam-57	66	7	particularly	particularly	ADV
ajam-57	66	8	from	from	ADP
ajam-57	66	9	the	the	DET
ajam-57	66	10	booming	booming	ADJ
ajam-57	66	11	livestock	livestock	NOUN
ajam-57	66	12	and	and	CCONJ
ajam-57	66	13	poultry	poultry	NOUN
ajam-57	66	14	industries	industry	NOUN
ajam-57	66	15	where	where	SCONJ
ajam-57	66	16	soybean	soybean	NOUN
ajam-57	66	17	is	be	AUX
ajam-57	66	18	used	use	VERB
ajam-57	66	19	to	to	PART
ajam-57	66	20	produce	produce	VERB
ajam-57	66	21	animal	animal	NOUN
ajam-57	66	22	feed	feed	NOUN
ajam-57	66	23	,	,	PUNCT
ajam-57	66	24	smallholder	smallholder	NOUN
ajam-57	66	25	farmers	farmer	NOUN
ajam-57	66	26	are	be	AUX
ajam-57	66	27	producing	produce	VERB
ajam-57	66	28	very	very	ADV
ajam-57	66	29	low	low	ADJ
ajam-57	66	30	quantities	quantity	NOUN
ajam-57	66	31	of	of	ADP
ajam-57	66	32	soybean	soybean	NOUN
ajam-57	66	33	for	for	ADP
ajam-57	66	34	sale	sale	NOUN
ajam-57	66	35	and	and	CCONJ
ajam-57	66	36	market	market	NOUN
ajam-57	66	37	participation	participation	NOUN
ajam-57	66	38	is	be	AUX
ajam-57	66	39	very	very	ADV
ajam-57	66	40	low	low	ADJ
ajam-57	66	41	as	as	SCONJ
ajam-57	66	42	shown	show	VERB
ajam-57	66	43	in	in	ADP
ajam-57	66	44	figure	figure	NOUN
ajam-57	66	45	1	1	NUM
ajam-57	66	46	.	.	PUNCT
ajam-57	66	47	figure	figure	NOUN
ajam-57	66	48	1	1	NUM
ajam-57	66	49	shows	show	VERB
ajam-57	66	50	the	the	DET
ajam-57	66	51	contribution	contribution	NOUN
ajam-57	66	52	of	of	ADP
ajam-57	66	53	smallholder	smallholder	NOUN
ajam-57	66	54	farmers	farmer	NOUN
ajam-57	66	55	to	to	ADP
ajam-57	66	56	national	national	ADJ
ajam-57	66	57	output	output	NOUN
ajam-57	66	58	has	have	AUX
ajam-57	66	59	remained	remain	VERB
ajam-57	66	60	very	very	ADV
ajam-57	66	61	low	low	ADJ
ajam-57	66	62	between	between	ADP
ajam-57	66	63	2002	2002	NUM
ajam-57	66	64	and	and	CCONJ
ajam-57	66	65	2010	2010	NUM
ajam-57	66	66	.	.	PUNCT
ajam-57	67	1	the	the	DET
ajam-57	67	2	observed	observe	VERB
ajam-57	67	3	trends	trend	NOUN
ajam-57	67	4	in	in	ADP
ajam-57	67	5	soybean	soybean	NOUN
ajam-57	67	6	production	production	NOUN
ajam-57	67	7	,	,	PUNCT
ajam-57	67	8	presents	present	VERB
ajam-57	67	9	an	an	DET
ajam-57	67	10	opportunity	opportunity	NOUN
ajam-57	67	11	for	for	SCONJ
ajam-57	67	12	smallholder	smallholder	NOUN
ajam-57	67	13	farmers	farmer	NOUN
ajam-57	67	14	to	to	PART
ajam-57	67	15	exploit	exploit	VERB
ajam-57	67	16	the	the	DET
ajam-57	67	17	market	market	NOUN
ajam-57	67	18	by	by	ADP
ajam-57	67	19	increasing	increase	VERB
ajam-57	67	20	production	production	NOUN
ajam-57	67	21	of	of	ADP
ajam-57	67	22	soybeans	soybean	NOUN
ajam-57	67	23	,	,	PUNCT
ajam-57	67	24	as	as	ADV
ajam-57	67	25	well	well	ADV
ajam-57	67	26	as	as	ADP
ajam-57	67	27	participating	participate	VERB
ajam-57	67	28	in	in	ADP
ajam-57	67	29	its	its	PRON
ajam-57	67	30	supply	supply	NOUN
ajam-57	67	31	chain	chain	NOUN
ajam-57	67	32	for	for	ADP
ajam-57	67	33	income	income	NOUN
ajam-57	67	34	generation	generation	NOUN
ajam-57	67	35	.	.	PUNCT
ajam-57	68	1	however	however	ADV
ajam-57	68	2	despite	despite	SCONJ
ajam-57	68	3	the	the	DET
ajam-57	68	4	income	income	NOUN
ajam-57	68	5	generation	generation	NOUN
ajam-57	68	6	potential	potential	NOUN
ajam-57	68	7	of	of	ADP
ajam-57	68	8	soybean	soybean	NOUN
ajam-57	68	9	for	for	ADP
ajam-57	68	10	smallholder	smallholder	NOUN
ajam-57	68	11	farmers	farmer	NOUN
ajam-57	68	12	and	and	CCONJ
ajam-57	68	13	the	the	DET
ajam-57	68	14	huge	huge	ADJ
ajam-57	68	15	supply	supply	NOUN
ajam-57	68	16	083	083	NUM
ajam-57	68	17	afr	afr	PROPN
ajam-57	68	18	.	.	PUNCT
ajam-57	69	1	j.	j.	PROPN
ajam-57	69	2	agric	agric	PROPN
ajam-57	69	3	.	.	PROPN
ajam-57	70	1	mark	mark	PROPN
ajam-57	70	2	.	.	PUNCT
ajam-57	71	1	jackson	jackson	PROPN
ajam-57	71	2	et	et	PROPN
ajam-57	71	3	al	al	PROPN
ajam-57	71	4	.	.	PROPN
ajam-57	71	5	084	084	NUM
ajam-57	71	6	figure	figure	NOUN
ajam-57	71	7	2	2	NUM
ajam-57	71	8	.	.	NOUN
ajam-57	71	9	map	map	NOUN
ajam-57	71	10	of	of	ADP
ajam-57	71	11	study	study	NOUN
ajam-57	71	12	site	site	NOUN
ajam-57	71	13	:	:	PUNCT
ajam-57	71	14	zimbabwe	zimbabwe	PROPN
ajam-57	71	15	’s	’s	PART
ajam-57	71	16	guruve	guruve	PROPN
ajam-57	71	17	district	district	PROPN
ajam-57	71	18	.	.	PUNCT
ajam-57	72	1	deficit	deficit	NOUN
ajam-57	72	2	in	in	ADP
ajam-57	72	3	zimbabwe	zimbabwe	PROPN
ajam-57	72	4	,	,	PUNCT
ajam-57	72	5	research	research	NOUN
ajam-57	72	6	on	on	ADP
ajam-57	72	7	soybean	soybean	NOUN
ajam-57	72	8	has	have	AUX
ajam-57	72	9	largely	largely	ADV
ajam-57	72	10	focused	focus	VERB
ajam-57	72	11	on	on	ADP
ajam-57	72	12	biophysical	biophysical	ADJ
ajam-57	72	13	aspects	aspect	NOUN
ajam-57	72	14	such	such	ADJ
ajam-57	72	15	as	as	ADP
ajam-57	72	16	yield	yield	NOUN
ajam-57	72	17	enhancement	enhancement	NOUN
ajam-57	72	18	,	,	PUNCT
ajam-57	72	19	production	production	NOUN
ajam-57	72	20	practices	practice	NOUN
ajam-57	72	21	and	and	CCONJ
ajam-57	72	22	nutrient	nutrient	NOUN
ajam-57	72	23	use	use	NOUN
ajam-57	72	24	efficiency	efficiency	NOUN
ajam-57	72	25	.	.	PUNCT
ajam-57	73	1	there	there	PRON
ajam-57	73	2	is	be	VERB
ajam-57	73	3	a	a	DET
ajam-57	73	4	lack	lack	NOUN
ajam-57	73	5	of	of	ADP
ajam-57	73	6	information	information	NOUN
ajam-57	73	7	on	on	ADP
ajam-57	73	8	soybean	soybean	NOUN
ajam-57	73	9	market	market	NOUN
ajam-57	73	10	participation	participation	NOUN
ajam-57	73	11	by	by	ADP
ajam-57	73	12	smallholder	smallholder	NOUN
ajam-57	73	13	farmers	farmer	NOUN
ajam-57	73	14	and	and	CCONJ
ajam-57	73	15	in	in	ADP
ajam-57	73	16	particular	particular	ADJ
ajam-57	73	17	the	the	DET
ajam-57	73	18	factors	factor	NOUN
ajam-57	73	19	that	that	PRON
ajam-57	73	20	influence	influence	VERB
ajam-57	73	21	the	the	DET
ajam-57	73	22	level	level	NOUN
ajam-57	73	23	of	of	ADP
ajam-57	73	24	marketable	marketable	ADJ
ajam-57	73	25	surplus	surplus	NOUN
ajam-57	73	26	.	.	PUNCT
ajam-57	74	1	smallholder	smallholder	NOUN
ajam-57	74	2	farmers	farmer	NOUN
ajam-57	74	3	’	’	PART
ajam-57	74	4	market	market	NOUN
ajam-57	74	5	participation	participation	NOUN
ajam-57	74	6	is	be	AUX
ajam-57	74	7	equally	equally	ADV
ajam-57	74	8	important	important	ADJ
ajam-57	74	9	if	if	SCONJ
ajam-57	74	10	the	the	DET
ajam-57	74	11	full	full	ADJ
ajam-57	74	12	benefits	benefit	NOUN
ajam-57	74	13	from	from	ADP
ajam-57	74	14	soybean	soybean	NOUN
ajam-57	74	15	production	production	NOUN
ajam-57	74	16	are	be	AUX
ajam-57	74	17	to	to	PART
ajam-57	74	18	be	be	AUX
ajam-57	74	19	realized	realize	VERB
ajam-57	74	20	.	.	PUNCT
ajam-57	75	1	the	the	DET
ajam-57	75	2	studies	study	NOUN
ajam-57	75	3	on	on	ADP
ajam-57	75	4	factors	factor	NOUN
ajam-57	75	5	affecting	affect	VERB
ajam-57	75	6	smallholder	smallholder	NOUN
ajam-57	75	7	market	market	NOUN
ajam-57	75	8	participation	participation	NOUN
ajam-57	75	9	have	have	AUX
ajam-57	75	10	not	not	PART
ajam-57	75	11	been	be	AUX
ajam-57	75	12	fully	fully	ADV
ajam-57	75	13	exploited	exploit	VERB
ajam-57	75	14	especially	especially	ADV
ajam-57	75	15	for	for	ADP
ajam-57	75	16	soybeans	soybean	NOUN
ajam-57	75	17	.	.	PUNCT
ajam-57	76	1	most	most	ADJ
ajam-57	76	2	studies	study	NOUN
ajam-57	76	3	(	(	PUNCT
ajam-57	76	4	siziba	siziba	NOUN
ajam-57	76	5	et	et	PROPN
ajam-57	76	6	al	al	PROPN
ajam-57	76	7	.	.	PROPN
ajam-57	76	8	,	,	PUNCT
ajam-57	76	9	2011	2011	NUM
ajam-57	76	10	;	;	PUNCT
ajam-57	76	11	okoyo	okoyo	PROPN
ajam-57	76	12	et	et	PROPN
ajam-57	76	13	al	al	PROPN
ajam-57	76	14	.	.	PROPN
ajam-57	76	15	,	,	PUNCT
ajam-57	76	16	2010	2010	NUM
ajam-57	76	17	;	;	PUNCT
ajam-57	76	18	jagwe	jagwe	PROPN
ajam-57	76	19	et	et	PROPN
ajam-57	76	20	al	al	PROPN
ajam-57	76	21	.	.	PROPN
ajam-57	76	22	,	,	PUNCT
ajam-57	76	23	2010	2010	NUM
ajam-57	76	24	)	)	PUNCT
ajam-57	76	25	conducted	conduct	VERB
ajam-57	76	26	on	on	ADP
ajam-57	76	27	factors	factor	NOUN
ajam-57	76	28	influencing	influence	VERB
ajam-57	76	29	smallholder	smallholder	NOUN
ajam-57	76	30	market	market	NOUN
ajam-57	76	31	participation	participation	NOUN
ajam-57	76	32	have	have	AUX
ajam-57	76	33	concentrated	concentrate	VERB
ajam-57	76	34	on	on	ADP
ajam-57	76	35	staple	staple	ADJ
ajam-57	76	36	crops	crop	NOUN
ajam-57	76	37	,	,	PUNCT
ajam-57	76	38	that	that	ADV
ajam-57	76	39	is	is	ADV
ajam-57	76	40	,	,	PUNCT
ajam-57	76	41	maize	maize	NOUN
ajam-57	76	42	,	,	PUNCT
ajam-57	76	43	cassava	cassava	NOUN
ajam-57	76	44	and	and	CCONJ
ajam-57	76	45	bananas	banana	NOUN
ajam-57	76	46	.	.	PUNCT
ajam-57	77	1	since	since	SCONJ
ajam-57	77	2	staple	staple	ADJ
ajam-57	77	3	crop	crop	NOUN
ajam-57	77	4	markets	market	NOUN
ajam-57	77	5	are	be	AUX
ajam-57	77	6	very	very	ADV
ajam-57	77	7	different	different	ADJ
ajam-57	77	8	from	from	ADP
ajam-57	77	9	soybean	soybean	NOUN
ajam-57	77	10	markets	market	NOUN
ajam-57	77	11	,	,	PUNCT
ajam-57	77	12	recommendations	recommendation	NOUN
ajam-57	77	13	from	from	ADP
ajam-57	77	14	such	such	ADJ
ajam-57	77	15	studies	study	NOUN
ajam-57	77	16	may	may	AUX
ajam-57	77	17	not	not	PART
ajam-57	77	18	be	be	AUX
ajam-57	77	19	applicable	applicable	ADJ
ajam-57	77	20	to	to	ADP
ajam-57	77	21	soybean	soybean	NOUN
ajam-57	77	22	markets	market	NOUN
ajam-57	77	23	.	.	PUNCT
ajam-57	78	1	thus	thus	ADV
ajam-57	78	2	this	this	DET
ajam-57	78	3	study	study	NOUN
ajam-57	78	4	is	be	AUX
ajam-57	78	5	an	an	DET
ajam-57	78	6	attempt	attempt	NOUN
ajam-57	78	7	to	to	PART
ajam-57	78	8	fill	fill	VERB
ajam-57	78	9	the	the	DET
ajam-57	78	10	knowledge	knowledge	NOUN
ajam-57	78	11	gap	gap	NOUN
ajam-57	78	12	on	on	ADP
ajam-57	78	13	soybean	soybean	NOUN
ajam-57	78	14	market	market	NOUN
ajam-57	78	15	participation	participation	NOUN
ajam-57	78	16	by	by	ADP
ajam-57	78	17	smallholder	smallholder	NOUN
ajam-57	78	18	farmers	farmer	NOUN
ajam-57	78	19	.	.	PUNCT
ajam-57	79	1	to	to	ADP
ajam-57	79	2	the	the	DET
ajam-57	79	3	best	good	ADJ
ajam-57	79	4	of	of	ADP
ajam-57	79	5	our	our	PRON
ajam-57	79	6	knowledge	knowledge	NOUN
ajam-57	79	7	,	,	PUNCT
ajam-57	79	8	this	this	PRON
ajam-57	79	9	is	be	AUX
ajam-57	79	10	the	the	DET
ajam-57	79	11	first	first	ADJ
ajam-57	79	12	such	such	ADJ
ajam-57	79	13	study	study	NOUN
ajam-57	79	14	in	in	ADP
ajam-57	79	15	zimbabwe	zimbabwe	PROPN
ajam-57	79	16	,	,	PUNCT
ajam-57	79	17	which	which	PRON
ajam-57	79	18	seeks	seek	VERB
ajam-57	79	19	to	to	PART
ajam-57	79	20	identify	identify	VERB
ajam-57	79	21	factors	factor	NOUN
ajam-57	79	22	influencing	influence	VERB
ajam-57	79	23	soybean	soybean	NOUN
ajam-57	79	24	market	market	NOUN
ajam-57	79	25	participation	participation	NOUN
ajam-57	79	26	and	and	CCONJ
ajam-57	79	27	the	the	DET
ajam-57	79	28	intensity	intensity	NOUN
ajam-57	79	29	of	of	ADP
ajam-57	79	30	market	market	NOUN
ajam-57	79	31	participation	participation	NOUN
ajam-57	79	32	by	by	ADP
ajam-57	79	33	smallholder	smallholder	NOUN
ajam-57	79	34	farmers	farmer	NOUN
ajam-57	79	35	.	.	PUNCT
ajam-57	80	1	the	the	DET
ajam-57	80	2	study	study	NOUN
ajam-57	80	3	approach	approach	NOUN
ajam-57	80	4	study	study	NOUN
ajam-57	80	5	site	site	NOUN
ajam-57	80	6	this	this	DET
ajam-57	80	7	study	study	NOUN
ajam-57	80	8	was	be	AUX
ajam-57	80	9	conducted	conduct	VERB
ajam-57	80	10	in	in	ADP
ajam-57	80	11	guruve	guruve	NOUN
ajam-57	80	12	district	district	NOUN
ajam-57	80	13	,	,	PUNCT
ajam-57	80	14	which	which	PRON
ajam-57	80	15	is	be	AUX
ajam-57	80	16	in	in	ADP
ajam-57	80	17	linked	link	VERB
ajam-57	80	18	to	to	ADP
ajam-57	80	19	mashonaland	mashonaland	VERB
ajam-57	80	20	west	west	PROPN
ajam-57	80	21	province	province	PROPN
ajam-57	80	22	of	of	ADP
ajam-57	80	23	zimbabwe	zimbabwe	X
ajam-57	80	24	(	(	PUNCT
ajam-57	80	25	figure	figure	NOUN
ajam-57	80	26	2	2	NUM
ajam-57	80	27	)	)	PUNCT
ajam-57	80	28	.	.	PUNCT
ajam-57	81	1	the	the	DET
ajam-57	81	2	district	district	NOUN
ajam-57	81	3	is	be	AUX
ajam-57	81	4	linked	link	VERB
ajam-57	81	5	to	to	ADP
ajam-57	81	6	the	the	DET
ajam-57	81	7	main	main	ADJ
ajam-57	81	8	legume	legume	NOUN
ajam-57	81	9	market	market	NOUN
ajam-57	81	10	,	,	PUNCT
ajam-57	81	11	harare	harare	PROPN
ajam-57	81	12	,	,	PUNCT
ajam-57	81	13	by	by	ADP
ajam-57	81	14	a	a	DET
ajam-57	81	15	151	151	NUM
ajam-57	81	16	km	km	NOUN
ajam-57	81	17	tarred	tar	VERB
ajam-57	81	18	road	road	NOUN
ajam-57	81	19	.	.	PUNCT
ajam-57	82	1	although	although	SCONJ
ajam-57	82	2	most	most	ADJ
ajam-57	82	3	of	of	ADP
ajam-57	82	4	guruve	guruve	NOUN
ajam-57	82	5	district	district	NOUN
ajam-57	82	6	lies	lie	VERB
ajam-57	82	7	in	in	ADP
ajam-57	82	8	natural	natural	ADJ
ajam-57	82	9	farming	farming	NOUN
ajam-57	82	10	region	region	NOUN
ajam-57	82	11	iv	iv	NOUN
ajam-57	82	12	,	,	PUNCT
ajam-57	82	13	which	which	PRON
ajam-57	82	14	is	be	AUX
ajam-57	82	15	a	a	DET
ajam-57	82	16	semi	semi	ADJ
ajam-57	82	17	-	-	ADJ
ajam-57	82	18	arid	arid	ADJ
ajam-57	82	19	and	and	CCONJ
ajam-57	82	20	marginal	marginal	ADJ
ajam-57	82	21	zone	zone	NOUN
ajam-57	82	22	,	,	PUNCT
ajam-57	82	23	the	the	DET
ajam-57	82	24	study	study	NOUN
ajam-57	82	25	sites	site	NOUN
ajam-57	82	26	lie	lie	VERB
ajam-57	82	27	in	in	ADP
ajam-57	82	28	natural	natural	ADJ
ajam-57	82	29	farming	farming	NOUN
ajam-57	82	30	region	region	PROPN
ajam-57	82	31	ii	ii	PROPN
ajam-57	82	32	.	.	PUNCT
ajam-57	83	1	the	the	DET
ajam-57	83	2	annual	annual	ADJ
ajam-57	83	3	average	average	ADJ
ajam-57	83	4	rainfall	rainfall	NOUN
ajam-57	83	5	is	be	AUX
ajam-57	83	6	600	600	NUM
ajam-57	83	7	mm	mm	NOUN
ajam-57	83	8	while	while	SCONJ
ajam-57	83	9	the	the	DET
ajam-57	83	10	annual	annual	ADJ
ajam-57	83	11	average	average	ADJ
ajam-57	83	12	temperature	temperature	NOUN
ajam-57	83	13	is	be	AUX
ajam-57	83	14	26.5	26.5	NUM
ajam-57	83	15	°	°	NOUN
ajam-57	83	16	c	c	NOUN
ajam-57	83	17	.	.	PUNCT
ajam-57	84	1	this	this	DET
ajam-57	84	2	natural	natural	ADJ
ajam-57	84	3	farming	farming	NOUN
ajam-57	84	4	region	region	NOUN
ajam-57	84	5	is	be	AUX
ajam-57	84	6	an	an	DET
ajam-57	84	7	agro	agro	NOUN
ajam-57	84	8	-	-	PUNCT
ajam-57	84	9	ecologically	ecologically	ADV
ajam-57	84	10	high	high	ADJ
ajam-57	84	11	potential	potential	ADJ
ajam-57	84	12	zone	zone	NOUN
ajam-57	84	13	suitable	suitable	ADJ
ajam-57	84	14	for	for	ADP
ajam-57	84	15	growing	grow	VERB
ajam-57	84	16	soybeans	soybean	NOUN
ajam-57	84	17	,	,	PUNCT
ajam-57	84	18	maize	maize	NOUN
ajam-57	84	19	and	and	CCONJ
ajam-57	84	20	common	common	ADJ
ajam-57	84	21	beans	bean	NOUN
ajam-57	84	22	.	.	PUNCT
ajam-57	85	1	the	the	DET
ajam-57	85	2	altitude	altitude	NOUN
ajam-57	85	3	range	range	NOUN
ajam-57	85	4	is	be	AUX
ajam-57	85	5	800	800	NUM
ajam-57	85	6	to1500	to1500	NOUN
ajam-57	85	7	m	m	NOUN
ajam-57	85	8	above	above	ADP
ajam-57	85	9	sea	sea	NOUN
ajam-57	85	10	level	level	NOUN
ajam-57	85	11	.	.	PUNCT
ajam-57	86	1	the	the	DET
ajam-57	86	2	main	main	ADJ
ajam-57	86	3	livelihood	livelihood	NOUN
ajam-57	86	4	activity	activity	NOUN
ajam-57	86	5	is	be	AUX
ajam-57	86	6	farming	farm	VERB
ajam-57	86	7	with	with	ADP
ajam-57	86	8	maize	maize	NOUN
ajam-57	86	9	being	be	AUX
ajam-57	86	10	the	the	DET
ajam-57	86	11	dominant	dominant	ADJ
ajam-57	86	12	cereal	cereal	NOUN
ajam-57	86	13	crop	crop	NOUN
ajam-57	86	14	while	while	SCONJ
ajam-57	86	15	soybeans	soybean	NOUN
ajam-57	86	16	and	and	CCONJ
ajam-57	86	17	common	common	ADJ
ajam-57	86	18	beans	bean	NOUN
ajam-57	86	19	constitute	constitute	VERB
ajam-57	86	20	the	the	DET
ajam-57	86	21	main	main	ADJ
ajam-57	86	22	legume	legume	NOUN
ajam-57	86	23	cash	cash	NOUN
ajam-57	86	24	crops	crop	NOUN
ajam-57	86	25	.	.	PUNCT
ajam-57	87	1	sampling	sample	VERB
ajam-57	87	2	and	and	CCONJ
ajam-57	87	3	data	datum	NOUN
ajam-57	87	4	analysis	analysis	NOUN
ajam-57	87	5	this	this	DET
ajam-57	87	6	study	study	NOUN
ajam-57	87	7	uses	use	VERB
ajam-57	87	8	cross	cross	VERB
ajam-57	87	9	sectional	sectional	ADJ
ajam-57	87	10	household	household	NOUN
ajam-57	87	11	data	datum	NOUN
ajam-57	87	12	from	from	ADP
ajam-57	87	13	the	the	DET
ajam-57	87	14	baseline	baseline	NOUN
ajam-57	87	15	survey	survey	NOUN
ajam-57	87	16	collected	collect	VERB
ajam-57	87	17	using	use	VERB
ajam-57	87	18	a	a	DET
ajam-57	87	19	questionnaire	questionnaire	NOUN
ajam-57	87	20	with	with	ADP
ajam-57	87	21	semi	semi	ADV
ajam-57	87	22	structured	structured	ADJ
ajam-57	87	23	and	and	CCONJ
ajam-57	87	24	structured	structured	ADJ
ajam-57	87	25	questions	question	NOUN
ajam-57	87	26	.	.	PUNCT
ajam-57	88	1	a	a	DET
ajam-57	88	2	sample	sample	NOUN
ajam-57	88	3	of	of	ADP
ajam-57	88	4	187	187	NUM
ajam-57	88	5	of	of	ADP
ajam-57	88	6	actual	actual	ADJ
ajam-57	88	7	greater	great	ADJ
ajam-57	88	8	than	than	ADP
ajam-57	88	9	128	128	NUM
ajam-57	88	10	,	,	PUNCT
ajam-57	88	11	an	an	DET
ajam-57	88	12	apriori	apriori	ADJ
ajam-57	88	13	power	power	NOUN
ajam-57	88	14	analysis	analysis	NOUN
ajam-57	88	15	computed	compute	VERB
ajam-57	88	16	using	use	VERB
ajam-57	88	17	g	g	PROPN
ajam-57	88	18	power	power	NOUN
ajam-57	88	19	.	.	PUNCT
ajam-57	89	1	it	it	PRON
ajam-57	89	2	therefore	therefore	ADV
ajam-57	89	3	means	mean	VERB
ajam-57	89	4	that	that	SCONJ
ajam-57	89	5	the	the	DET
ajam-57	89	6	sample	sample	NOUN
ajam-57	89	7	provides	provide	VERB
ajam-57	89	8	acceptable	acceptable	ADJ
ajam-57	89	9	statistical	statistical	ADJ
ajam-57	89	10	power	power	NOUN
ajam-57	89	11	(	(	PUNCT
ajam-57	89	12	that	that	PRON
ajam-57	89	13	is	be	AUX
ajam-57	89	14	0.80	0.80	NUM
ajam-57	89	15	)	)	PUNCT
ajam-57	89	16	for	for	ADP
ajam-57	89	17	moderate	moderate	ADJ
ajam-57	89	18	correlation	correlation	NOUN
ajam-57	89	19	r	r	NOUN
ajam-57	89	20	=	=	NOUN
ajam-57	89	21	0.30	0.30	NUM
ajam-57	89	22	,	,	PUNCT
ajam-57	89	23	at	at	ADP
ajam-57	89	24	two	two	NUM
ajam-57	89	25	tailed	tailed	ADJ
ajam-57	89	26	0.05	0.05	NUM
ajam-57	89	27	level	level	NOUN
ajam-57	89	28	of	of	ADP
ajam-57	89	29	significant	significant	ADJ
ajam-57	89	30	(	(	PUNCT
ajam-57	89	31	franzel	franzel	PROPN
ajam-57	89	32	et	et	PROPN
ajam-57	89	33	al	al	PROPN
ajam-57	89	34	.	.	PROPN
ajam-57	89	35	,	,	PUNCT
ajam-57	89	36	2007	2007	NUM
ajam-57	89	37	)	)	PUNCT
ajam-57	89	38	.	.	PUNCT
ajam-57	90	1	random	random	ADJ
ajam-57	90	2	sampling	sampling	NOUN
ajam-57	90	3	was	be	AUX
ajam-57	90	4	used	use	VERB
ajam-57	90	5	to	to	PART
ajam-57	90	6	select	select	VERB
ajam-57	90	7	the	the	DET
ajam-57	90	8	wards	ward	NOUN
ajam-57	90	9	and	and	CCONJ
ajam-57	90	10	the	the	DET
ajam-57	90	11	households	household	NOUN
ajam-57	90	12	for	for	ADP
ajam-57	90	13	interviewing	interview	VERB
ajam-57	90	14	from	from	ADP
ajam-57	90	15	the	the	DET
ajam-57	90	16	lists	list	NOUN
ajam-57	90	17	that	that	PRON
ajam-57	90	18	were	be	AUX
ajam-57	90	19	provided	provide	VERB
ajam-57	90	20	by	by	ADP
ajam-57	90	21	resident	resident	ADJ
ajam-57	90	22	agricultural	agricultural	ADJ
ajam-57	90	23	extension	extension	NOUN
ajam-57	90	24	officers	officer	NOUN
ajam-57	90	25	.	.	PUNCT
ajam-57	91	1	in	in	ADP
ajam-57	91	2	the	the	DET
ajam-57	91	3	first	first	ADJ
ajam-57	91	4	place	place	NOUN
ajam-57	91	5	,	,	PUNCT
ajam-57	91	6	10	10	NUM
ajam-57	91	7	households	household	NOUN
ajam-57	91	8	per	per	ADP
ajam-57	91	9	ward	ward	NOUN
ajam-57	91	10	were	be	AUX
ajam-57	91	11	randomly	randomly	ADV
ajam-57	91	12	selected	select	VERB
ajam-57	91	13	from	from	ADP
ajam-57	91	14	six	six	NUM
ajam-57	91	15	wards	ward	NOUN
ajam-57	91	16	where	where	SCONJ
ajam-57	91	17	the	the	DET
ajam-57	91	18	project	project	NOUN
ajam-57	91	19	is	be	AUX
ajam-57	91	20	being	be	AUX
ajam-57	91	21	implemented	implement	VERB
ajam-57	91	22	while	while	SCONJ
ajam-57	91	23	the	the	DET
ajam-57	91	24	127	127	NUM
ajam-57	91	25	all	all	PRON
ajam-57	91	26	came	come	VERB
ajam-57	91	27	from	from	ADP
ajam-57	91	28	a	a	DET
ajam-57	91	29	counterfactual	counterfactual	ADJ
ajam-57	91	30	site	site	NOUN
ajam-57	91	31	.	.	PUNCT
ajam-57	92	1	a	a	DET
ajam-57	92	2	counter	counter	ADJ
ajam-57	92	3	factual	factual	ADJ
ajam-57	92	4	site	site	NOUN
ajam-57	92	5	is	be	AUX
ajam-57	92	6	a	a	DET
ajam-57	92	7	site	site	NOUN
ajam-57	92	8	similar	similar	ADJ
ajam-57	92	9	to	to	ADP
ajam-57	92	10	the	the	DET
ajam-57	92	11	intervention	intervention	NOUN
ajam-57	92	12	(	(	PUNCT
ajam-57	92	13	treatment	treatment	NOUN
ajam-57	92	14	)	)	PUNCT
ajam-57	92	15	in	in	ADP
ajam-57	92	16	agroecological	agroecological	ADJ
ajam-57	92	17	and	and	CCONJ
ajam-57	92	18	market	market	NOUN
ajam-57	92	19	conditions	condition	NOUN
ajam-57	92	20	but	but	CCONJ
ajam-57	92	21	did	do	AUX
ajam-57	92	22	not	not	PART
ajam-57	92	23	receive	receive	VERB
ajam-57	92	24	a	a	DET
ajam-57	92	25	treatment	treatment	NOUN
ajam-57	92	26	(	(	PUNCT
ajam-57	92	27	binam	binam	NOUN
ajam-57	92	28	et	et	PROPN
ajam-57	92	29	al	al	PROPN
ajam-57	92	30	.	.	PROPN
ajam-57	92	31	,	,	PUNCT
ajam-57	92	32	2011	2011	NUM
ajam-57	92	33	)	)	PUNCT
ajam-57	92	34	.	.	PUNCT
ajam-57	93	1	the	the	DET
ajam-57	93	2	127	127	NUM
ajam-57	93	3	sampled	sample	VERB
ajam-57	93	4	households	household	NOUN
ajam-57	93	5	in	in	ADP
ajam-57	93	6	the	the	DET
ajam-57	93	7	counterfactual	counterfactual	ADJ
ajam-57	93	8	site	site	NOUN
ajam-57	93	9	were	be	AUX
ajam-57	93	10	randomly	randomly	ADV
ajam-57	93	11	sampled	sample	VERB
ajam-57	93	12	from	from	ADP
ajam-57	93	13	6	6	NUM
ajam-57	93	14	wards	ward	NOUN
ajam-57	93	15	that	that	PRON
ajam-57	93	16	did	do	AUX
ajam-57	93	17	not	not	PART
ajam-57	93	18	participate	participate	VERB
ajam-57	93	19	in	in	ADP
ajam-57	93	20	the	the	DET
ajam-57	93	21	project	project	NOUN
ajam-57	93	22	.	.	PUNCT
ajam-57	94	1	the	the	DET
ajam-57	94	2	sampling	sample	VERB
ajam-57	94	3	approach	approach	NOUN
ajam-57	94	4	followed	follow	VERB
ajam-57	94	5	by	by	ADP
ajam-57	94	6	the	the	DET
ajam-57	94	7	project	project	NOUN
ajam-57	94	8	was	be	AUX
ajam-57	94	9	meant	mean	VERB
ajam-57	94	10	to	to	PART
ajam-57	94	11	allow	allow	VERB
ajam-57	94	12	the	the	DET
ajam-57	94	13	use	use	NOUN
ajam-57	94	14	of	of	ADP
ajam-57	94	15	propensity	propensity	NOUN
ajam-57	94	16	score	score	NOUN
ajam-57	94	17	matching	matching	NOUN
ajam-57	94	18	approach	approach	NOUN
ajam-57	94	19	in	in	ADP
ajam-57	94	20	impact	impact	NOUN
ajam-57	94	21	assessment	assessment	NOUN
ajam-57	94	22	.	.	PUNCT
ajam-57	95	1	data	datum	NOUN
ajam-57	95	2	collection	collection	NOUN
ajam-57	95	3	for	for	ADP
ajam-57	95	4	this	this	DET
ajam-57	95	5	study	study	NOUN
ajam-57	95	6	was	be	AUX
ajam-57	95	7	done	do	VERB
ajam-57	95	8	in	in	ADP
ajam-57	95	9	october	october	PROPN
ajam-57	95	10	2011	2011	NUM
ajam-57	95	11	through	through	ADP
ajam-57	95	12	faceto	faceto	PROPN
ajam-57	95	13	face	face	NOUN
ajam-57	95	14	administration	administration	NOUN
ajam-57	95	15	of	of	ADP
ajam-57	95	16	questionnaires	questionnaire	NOUN
ajam-57	95	17	.	.	PUNCT
ajam-57	96	1	the	the	DET
ajam-57	96	2	survey	survey	NOUN
ajam-57	96	3	collected	collect	VERB
ajam-57	96	4	information	information	NOUN
ajam-57	96	5	on	on	ADP
ajam-57	96	6	household	household	NOUN
ajam-57	96	7	composition	composition	NOUN
ajam-57	96	8	and	and	CCONJ
ajam-57	96	9	characteristics	characteristic	NOUN
ajam-57	96	10	,	,	PUNCT
ajam-57	96	11	crop	crop	NOUN
ajam-57	96	12	production	production	NOUN
ajam-57	96	13	,	,	PUNCT
ajam-57	96	14	household	household	NOUN
ajam-57	96	15	market	market	NOUN
ajam-57	96	16	participation	participation	NOUN
ajam-57	96	17	,	,	PUNCT
ajam-57	96	18	access	access	NOUN
ajam-57	96	19	to	to	ADP
ajam-57	96	20	infrastructure	infrastructure	NOUN
ajam-57	96	21	,	,	PUNCT
ajam-57	96	22	household	household	NOUN
ajam-57	96	23	incomes	income	NOUN
ajam-57	96	24	,	,	PUNCT
ajam-57	96	25	ownership	ownership	NOUN
ajam-57	96	26	of	of	ADP
ajam-57	96	27	land	land	NOUN
ajam-57	96	28	and	and	CCONJ
ajam-57	96	29	non	non	ADJ
ajam-57	96	30	land	land	NOUN
ajam-57	96	31	assets	asset	NOUN
ajam-57	96	32	,	,	PUNCT
ajam-57	96	33	livestock	livestock	NOUN
ajam-57	96	34	ownership	ownership	NOUN
ajam-57	96	35	and	and	CCONJ
ajam-57	96	36	access	access	NOUN
ajam-57	96	37	to	to	ADP
ajam-57	96	38	agricultural	agricultural	ADJ
ajam-57	96	39	inputs	input	NOUN
ajam-57	96	40	on	on	ADP
ajam-57	96	41	credit	credit	NOUN
ajam-57	96	42	.	.	PUNCT
ajam-57	97	1	the	the	DET
ajam-57	97	2	analytical	analytical	ADJ
ajam-57	97	3	approaches	approach	NOUN
ajam-57	97	4	the	the	DET
ajam-57	97	5	data	datum	NOUN
ajam-57	97	6	was	be	AUX
ajam-57	97	7	entered	enter	VERB
ajam-57	97	8	,	,	PUNCT
ajam-57	97	9	cleaned	clean	VERB
ajam-57	97	10	and	and	CCONJ
ajam-57	97	11	then	then	ADV
ajam-57	97	12	analyzed	analyze	VERB
ajam-57	97	13	using	use	VERB
ajam-57	97	14	stata	stata	NOUN
ajam-57	97	15	version	version	PROPN
ajam-57	97	16	11.2	11.2	NUM
ajam-57	97	17	.	.	PUNCT
ajam-57	98	1	the	the	DET
ajam-57	98	2	study	study	NOUN
ajam-57	98	3	uses	use	VERB
ajam-57	98	4	the	the	DET
ajam-57	98	5	heckman	heckman	PROPN
ajam-57	98	6	’s	’s	PART
ajam-57	98	7	model	model	NOUN
ajam-57	98	8	with	with	ADP
ajam-57	98	9	sample	sample	NOUN
ajam-57	98	10	selection	selection	NOUN
ajam-57	98	11	to	to	PART
ajam-57	98	12	identify	identify	VERB
ajam-57	98	13	the	the	DET
ajam-57	98	14	factors	factor	NOUN
ajam-57	98	15	that	that	PRON
ajam-57	98	16	affect	affect	VERB
ajam-57	98	17	smallholder	smallholder	NOUN
ajam-57	98	18	farmers	farmer	NOUN
ajam-57	98	19	’	’	PART
ajam-57	98	20	decision	decision	NOUN
ajam-57	98	21	to	to	PART
ajam-57	98	22	participate	participate	VERB
ajam-57	98	23	in	in	ADP
ajam-57	98	24	soybean	soybean	NOUN
ajam-57	98	25	markets	market	NOUN
ajam-57	98	26	and	and	CCONJ
ajam-57	98	27	then	then	ADV
ajam-57	98	28	to	to	PART
ajam-57	98	29	evaluate	evaluate	VERB
ajam-57	98	30	the	the	DET
ajam-57	98	31	factors	factor	NOUN
ajam-57	98	32	that	that	PRON
ajam-57	98	33	affect	affect	VERB
ajam-57	98	34	intensity	intensity	NOUN
ajam-57	98	35	of	of	ADP
ajam-57	98	36	soybean	soybean	NOUN
ajam-57	98	37	market	market	NOUN
ajam-57	98	38	participation	participation	NOUN
ajam-57	98	39	.	.	PUNCT
ajam-57	99	1	this	this	DET
ajam-57	99	2	model	model	NOUN
ajam-57	99	3	is	be	AUX
ajam-57	99	4	adopted	adopt	VERB
ajam-57	99	5	on	on	ADP
ajam-57	99	6	the	the	DET
ajam-57	99	7	basis	basis	NOUN
ajam-57	99	8	that	that	SCONJ
ajam-57	99	9	it	it	PRON
ajam-57	99	10	models	model	VERB
ajam-57	99	11	the	the	DET
ajam-57	99	12	market	market	NOUN
ajam-57	99	13	participation	participation	NOUN
ajam-57	99	14	decision	decision	NOUN
ajam-57	99	15	as	as	ADP
ajam-57	99	16	a	a	DET
ajam-57	99	17	two	two	NUM
ajam-57	99	18	step	step	NOUN
ajam-57	99	19	process	process	NOUN
ajam-57	99	20	that	that	PRON
ajam-57	99	21	involves	involve	VERB
ajam-57	99	22	(	(	PUNCT
ajam-57	99	23	1	1	X
ajam-57	99	24	)	)	PUNCT
ajam-57	99	25	the	the	DET
ajam-57	99	26	household	household	NOUN
ajam-57	99	27	deciding	decide	VERB
ajam-57	99	28	on	on	ADP
ajam-57	99	29	whether	whether	SCONJ
ajam-57	99	30	or	or	CCONJ
ajam-57	99	31	not	not	PART
ajam-57	99	32	to	to	PART
ajam-57	99	33	participate	participate	VERB
ajam-57	99	34	in	in	ADP
ajam-57	99	35	the	the	DET
ajam-57	99	36	soybean	soybean	NOUN
ajam-57	99	37	market	market	NOUN
ajam-57	99	38	(	(	PUNCT
ajam-57	99	39	2	2	NUM
ajam-57	99	40	)	)	PUNCT
ajam-57	99	41	the	the	DET
ajam-57	99	42	level	level	NOUN
ajam-57	99	43	of	of	ADP
ajam-57	99	44	market	market	NOUN
ajam-57	99	45	participation	participation	NOUN
ajam-57	99	46	.	.	PUNCT
ajam-57	100	1	the	the	DET
ajam-57	100	2	factors	factor	NOUN
ajam-57	100	3	influencing	influence	VERB
ajam-57	100	4	the	the	DET
ajam-57	100	5	farmers	farmer	NOUN
ajam-57	100	6	’	’	PART
ajam-57	100	7	decision	decision	NOUN
ajam-57	100	8	to	to	PART
ajam-57	100	9	participate	participate	VERB
ajam-57	100	10	are	be	AUX
ajam-57	100	11	estimated	estimate	VERB
ajam-57	100	12	using	use	VERB
ajam-57	100	13	the	the	DET
ajam-57	100	14	probit	probit	NOUN
ajam-57	100	15	model	model	NOUN
ajam-57	100	16	(	(	PUNCT
ajam-57	100	17	selection	selection	NOUN
ajam-57	100	18	equation	equation	NOUN
ajam-57	100	19	)	)	PUNCT
ajam-57	100	20	while	while	SCONJ
ajam-57	100	21	the	the	DET
ajam-57	100	22	level	level	NOUN
ajam-57	100	23	of	of	ADP
ajam-57	100	24	participation	participation	NOUN
ajam-57	100	25	is	be	AUX
ajam-57	100	26	estimated	estimate	VERB
ajam-57	100	27	using	use	VERB
ajam-57	100	28	the	the	DET
ajam-57	100	29	ordinary	ordinary	ADJ
ajam-57	100	30	least	least	ADJ
ajam-57	100	31	squares	square	NOUN
ajam-57	100	32	approach	approach	NOUN
ajam-57	100	33	(	(	PUNCT
ajam-57	100	34	outcome	outcome	NOUN
ajam-57	100	35	equation	equation	NOUN
ajam-57	100	36	)	)	PUNCT
ajam-57	100	37	.	.	PUNCT
ajam-57	101	1	goetz	goetz	PROPN
ajam-57	101	2	(	(	PUNCT
ajam-57	101	3	1992	1992	NUM
ajam-57	101	4	)	)	PUNCT
ajam-57	101	5	and	and	CCONJ
ajam-57	101	6	huang	huang	PROPN
ajam-57	101	7	et	et	PROPN
ajam-57	101	8	al	al	PROPN
ajam-57	101	9	.	.	PROPN
ajam-57	101	10	(	(	PUNCT
ajam-57	101	11	1991	1991	NUM
ajam-57	101	12	)	)	PUNCT
ajam-57	101	13	noted	note	VERB
ajam-57	101	14	that	that	SCONJ
ajam-57	101	15	the	the	DET
ajam-57	101	16	use	use	NOUN
ajam-57	101	17	of	of	ADP
ajam-57	101	18	heckman	heckman	PROPN
ajam-57	101	19	’s	’s	PART
ajam-57	101	20	model	model	NOUN
ajam-57	101	21	with	with	ADP
ajam-57	101	22	sample	sample	NOUN
ajam-57	101	23	selection	selection	NOUN
ajam-57	101	24	allows	allow	VERB
ajam-57	101	25	the	the	DET
ajam-57	101	26	interpretation	interpretation	NOUN
ajam-57	101	27	of	of	ADP
ajam-57	101	28	results	result	NOUN
ajam-57	101	29	by	by	ADP
ajam-57	101	30	distinguishing	distinguish	VERB
ajam-57	101	31	between	between	ADP
ajam-57	101	32	factors	factor	NOUN
ajam-57	101	33	that	that	PRON
ajam-57	101	34	affect	affect	VERB
ajam-57	101	35	the	the	DET
ajam-57	101	36	farmer	farmer	NOUN
ajam-57	101	37	’s	’s	PART
ajam-57	101	38	decision	decision	NOUN
ajam-57	101	39	to	to	PART
ajam-57	101	40	participate	participate	VERB
ajam-57	101	41	in	in	ADP
ajam-57	101	42	the	the	DET
ajam-57	101	43	market	market	NOUN
ajam-57	101	44	and	and	CCONJ
ajam-57	101	45	those	those	PRON
ajam-57	101	46	that	that	PRON
ajam-57	101	47	affect	affect	VERB
ajam-57	101	48	the	the	DET
ajam-57	101	49	level	level	NOUN
ajam-57	101	50	of	of	ADP
ajam-57	101	51	market	market	NOUN
ajam-57	101	52	participation	participation	NOUN
ajam-57	101	53	.	.	PUNCT
ajam-57	102	1	according	accord	VERB
ajam-57	102	2	to	to	ADP
ajam-57	102	3	greene	greene	PROPN
ajam-57	102	4	(	(	PUNCT
ajam-57	102	5	2003	2003	NUM
ajam-57	102	6	)	)	PUNCT
ajam-57	102	7	,	,	PUNCT
ajam-57	102	8	in	in	ADP
ajam-57	102	9	instances	instance	NOUN
ajam-57	102	10	where	where	SCONJ
ajam-57	102	11	observed	observed	ADJ
ajam-57	102	12	characteristics	characteristic	NOUN
ajam-57	102	13	only	only	ADV
ajam-57	102	14	occur	occur	VERB
ajam-57	102	15	in	in	ADP
ajam-57	102	16	subsets	subset	NOUN
ajam-57	102	17	,	,	PUNCT
ajam-57	102	18	incidental	incidental	ADJ
ajam-57	102	19	truncation	truncation	NOUN
ajam-57	102	20	occurs	occur	VERB
ajam-57	102	21	.	.	PUNCT
ajam-57	103	1	as	as	ADP
ajam-57	103	2	such	such	ADJ
ajam-57	103	3	,	,	PUNCT
ajam-57	103	4	this	this	DET
ajam-57	103	5	study	study	NOUN
ajam-57	103	6	uses	use	VERB
ajam-57	103	7	this	this	DET
ajam-57	103	8	model	model	NOUN
ajam-57	103	9	as	as	SCONJ
ajam-57	103	10	it	it	PRON
ajam-57	103	11	corrects	correct	VERB
ajam-57	103	12	for	for	ADP
ajam-57	103	13	sample	sample	NOUN
ajam-57	103	14	selection	selection	NOUN
ajam-57	103	15	bias	bias	NOUN
ajam-57	103	16	and	and	CCONJ
ajam-57	103	17	incidental	incidental	ADJ
ajam-57	103	18	truncation	truncation	NOUN
ajam-57	103	19	.	.	PUNCT
ajam-57	104	1	the	the	DET
ajam-57	104	2	selection	selection	NOUN
ajam-57	104	3	bias	bias	NOUN
ajam-57	104	4	arises	arise	VERB
ajam-57	104	5	due	due	ADP
ajam-57	104	6	to	to	ADP
ajam-57	104	7	the	the	DET
ajam-57	104	8	observation	observation	NOUN
ajam-57	104	9	of	of	ADP
ajam-57	104	10	sales	sale	NOUN
ajam-57	104	11	from	from	ADP
ajam-57	104	12	a	a	DET
ajam-57	104	13	subset	subset	NOUN
ajam-57	104	14	of	of	ADP
ajam-57	104	15	households	household	NOUN
ajam-57	104	16	who	who	PRON
ajam-57	104	17	participated	participate	VERB
ajam-57	104	18	in	in	ADP
ajam-57	104	19	the	the	DET
ajam-57	104	20	soybean	soybean	NOUN
ajam-57	104	21	markets	market	NOUN
ajam-57	104	22	.	.	PUNCT
ajam-57	105	1	the	the	DET
ajam-57	105	2	empirical	empirical	ADJ
ajam-57	105	3	analysis	analysis	NOUN
ajam-57	105	4	in	in	ADP
ajam-57	105	5	this	this	DET
ajam-57	105	6	study	study	NOUN
ajam-57	105	7	is	be	AUX
ajam-57	105	8	premised	premise	VERB
ajam-57	105	9	on	on	ADP
ajam-57	105	10	three	three	NUM
ajam-57	105	11	constructs	construct	NOUN
ajam-57	105	12	namely	namely	ADV
ajam-57	105	13	household	household	NOUN
ajam-57	105	14	characteristics	characteristic	NOUN
ajam-57	105	15	,	,	PUNCT
ajam-57	105	16	information	information	NOUN
ajam-57	105	17	and	and	CCONJ
ajam-57	105	18	assets	asset	NOUN
ajam-57	105	19	.	.	PUNCT
ajam-57	106	1	in	in	ADP
ajam-57	106	2	this	this	DET
ajam-57	106	3	study	study	NOUN
ajam-57	106	4	,	,	PUNCT
ajam-57	106	5	the	the	DET
ajam-57	106	6	econometric	econometric	ADJ
ajam-57	106	7	analysis	analysis	NOUN
ajam-57	106	8	is	be	AUX
ajam-57	106	9	based	base	VERB
ajam-57	106	10	on	on	ADP
ajam-57	106	11	these	these	DET
ajam-57	106	12	constructs	construct	NOUN
ajam-57	106	13	to	to	PART
ajam-57	106	14	reflect	reflect	VERB
ajam-57	106	15	the	the	DET
ajam-57	106	16	effect	effect	NOUN
ajam-57	106	17	of	of	ADP
ajam-57	106	18	transaction	transaction	NOUN
ajam-57	106	19	costs	cost	NOUN
ajam-57	106	20	on	on	ADP
ajam-57	106	21	farmer	farmer	NOUN
ajam-57	106	22	’s	’s	PART
ajam-57	106	23	decision	decision	NOUN
ajam-57	106	24	to	to	PART
ajam-57	106	25	participate	participate	VERB
ajam-57	106	26	in	in	ADP
ajam-57	106	27	the	the	DET
ajam-57	106	28	market	market	NOUN
ajam-57	106	29	and	and	CCONJ
ajam-57	106	30	also	also	ADV
ajam-57	106	31	the	the	DET
ajam-57	106	32	level	level	NOUN
ajam-57	106	33	of	of	ADP
ajam-57	106	34	market	market	NOUN
ajam-57	106	35	participation	participation	NOUN
ajam-57	106	36	.	.	PUNCT
ajam-57	107	1	variables	variable	NOUN
ajam-57	107	2	hypothesized	hypothesize	VERB
ajam-57	107	3	to	to	PART
ajam-57	107	4	explain	explain	VERB
ajam-57	107	5	smallholder	smallholder	NOUN
ajam-57	107	6	farmers	farmer	NOUN
ajam-57	107	7	’	’	PART
ajam-57	107	8	soybean	soybean	NOUN
ajam-57	107	9	market	market	NOUN
ajam-57	107	10	participation	participation	NOUN
ajam-57	107	11	and	and	CCONJ
ajam-57	107	12	level	level	NOUN
ajam-57	107	13	of	of	ADP
ajam-57	107	14	participation	participation	NOUN
ajam-57	107	15	were	be	AUX
ajam-57	107	16	identified	identify	VERB
ajam-57	107	17	based	base	VERB
ajam-57	107	18	on	on	ADP
ajam-57	107	19	theoretical	theoretical	ADJ
ajam-57	107	20	frameworkand	frameworkand	NOUN
ajam-57	107	21	on	on	ADP
ajam-57	107	22	past	past	ADJ
ajam-57	107	23	empirical	empirical	ADJ
ajam-57	107	24	work	work	NOUN
ajam-57	107	25	on	on	ADP
ajam-57	107	26	market	market	NOUN
ajam-57	107	27	participation	participation	NOUN
ajam-57	107	28	under	under	ADP
ajam-57	107	29	transaction	transaction	NOUN
ajam-57	107	30	costs	cost	NOUN
ajam-57	107	31	(	(	PUNCT
ajam-57	107	32	goetz	goetz	PROPN
ajam-57	107	33	,	,	PUNCT
ajam-57	107	34	1992	1992	NUM
ajam-57	107	35	;	;	PUNCT
ajam-57	107	36	holloway	holloway	PROPN
ajam-57	107	37	et	et	PROPN
ajam-57	107	38	al	al	PROPN
ajam-57	107	39	.	.	PROPN
ajam-57	107	40	,	,	PUNCT
ajam-57	107	41	2000	2000	NUM
ajam-57	107	42	;	;	PUNCT
ajam-57	107	43	key	key	PROPN
ajam-57	107	44	et	et	PROPN
ajam-57	107	45	al	al	PROPN
ajam-57	107	46	.	.	PROPN
ajam-57	107	47	,	,	PUNCT
ajam-57	107	48	2000	2000	NUM
ajam-57	107	49	;	;	PUNCT
ajam-57	107	50	alene	alene	PROPN
ajam-57	107	51	et	et	PROPN
ajam-57	107	52	al	al	PROPN
ajam-57	107	53	.	.	PROPN
ajam-57	107	54	,2008	,2008	PROPN
ajam-57	107	55	;	;	PUNCT
ajam-57	107	56	jagwe	jagwe	PROPN
ajam-57	107	57	et	et	PROPN
ajam-57	107	58	al	al	PROPN
ajam-57	107	59	.	.	PROPN
ajam-57	107	60	,	,	PUNCT
ajam-57	107	61	2010	2010	NUM
ajam-57	107	62	;	;	PUNCT
ajam-57	107	63	siziba	siziba	NOUN
ajam-57	107	64	et	et	PROPN
ajam-57	107	65	al	al	PROPN
ajam-57	107	66	.	.	PROPN
ajam-57	107	67	,	,	PUNCT
ajam-57	107	68	2011	2011	NUM
ajam-57	107	69	)	)	PUNCT
ajam-57	107	70	.	.	PUNCT
ajam-57	108	1	this	this	DET
ajam-57	108	2	study	study	NOUN
ajam-57	108	3	builds	build	VERB
ajam-57	108	4	on	on	ADP
ajam-57	108	5	earlier	early	ADJ
ajam-57	108	6	studies	study	NOUN
ajam-57	108	7	on	on	ADP
ajam-57	108	8	smallholder	smallholder	NOUN
ajam-57	108	9	market	market	NOUN
ajam-57	108	10	participation	participation	NOUN
ajam-57	108	11	under	under	ADP
ajam-57	108	12	transaction	transaction	NOUN
ajam-57	108	13	costs	cost	NOUN
ajam-57	108	14	by	by	ADP
ajam-57	108	15	applying	apply	VERB
ajam-57	108	16	this	this	PRON
ajam-57	108	17	to	to	ADP
ajam-57	108	18	smallholder	smallholder	NOUN
ajam-57	108	19	market	market	NOUN
ajam-57	108	20	participation	participation	NOUN
ajam-57	108	21	in	in	ADP
ajam-57	108	22	soybean	soybean	NOUN
ajam-57	108	23	markets	market	NOUN
ajam-57	108	24	.	.	PUNCT
ajam-57	109	1	based	base	VERB
ajam-57	109	2	on	on	ADP
ajam-57	109	3	these	these	DET
ajam-57	109	4	constructs	construct	NOUN
ajam-57	109	5	as	as	ADP
ajam-57	109	6	in	in	ADP
ajam-57	109	7	jagwe	jagwe	NOUN
ajam-57	109	8	et	et	PROPN
ajam-57	109	9	al	al	PROPN
ajam-57	109	10	.	.	PROPN
ajam-57	110	1	(	(	PUNCT
ajam-57	110	2	2010	2010	NUM
ajam-57	110	3	)	)	PUNCT
ajam-57	110	4	,	,	PUNCT
ajam-57	110	5	in	in	ADP
ajam-57	110	6	this	this	DET
ajam-57	110	7	study	study	NOUN
ajam-57	110	8	household	household	NOUN
ajam-57	110	9	head	head	NOUN
ajam-57	110	10	’s	’s	PART
ajam-57	110	11	gender	gender	NOUN
ajam-57	110	12	,	,	PUNCT
ajam-57	110	13	head	head	NOUN
ajam-57	110	14	’s	’s	PART
ajam-57	110	15	age	age	NOUN
ajam-57	110	16	,	,	PUNCT
ajam-57	110	17	head	head	NOUN
ajam-57	110	18	’s	’s	PART
ajam-57	110	19	age	age	NOUN
ajam-57	110	20	squared	square	VERB
ajam-57	110	21	and	and	CCONJ
ajam-57	110	22	household	household	NOUN
ajam-57	110	23	size	size	NOUN
ajam-57	110	24	are	be	AUX
ajam-57	110	25	used	use	VERB
ajam-57	110	26	as	as	ADP
ajam-57	110	27	proxies	proxy	NOUN
ajam-57	110	28	for	for	ADP
ajam-57	110	29	household	household	NOUN
ajam-57	110	30	characteristics	characteristic	NOUN
ajam-57	110	31	.	.	PUNCT
ajam-57	111	1	livestock	livestock	NOUN
ajam-57	111	2	wealth	wealth	NOUN
ajam-57	111	3	or	or	CCONJ
ajam-57	111	4	resource	resource	NOUN
ajam-57	111	5	endowment	endowment	NOUN
ajam-57	111	6	is	be	AUX
ajam-57	111	7	represented	represent	VERB
ajam-57	111	8	by	by	ADP
ajam-57	111	9	number	number	NOUN
ajam-57	111	10	of	of	ADP
ajam-57	111	11	cattle	cattle	NOUN
ajam-57	111	12	owned	own	VERB
ajam-57	111	13	while	while	SCONJ
ajam-57	111	14	information	information	NOUN
ajam-57	111	15	is	be	AUX
ajam-57	111	16	represented	represent	VERB
ajam-57	111	17	by	by	ADP
ajam-57	111	18	contact	contact	NOUN
ajam-57	111	19	with	with	ADP
ajam-57	111	20	extension	extension	NOUN
ajam-57	111	21	,	,	PUNCT
ajam-57	111	22	household	household	NOUN
ajam-57	111	23	head	head	NOUN
ajam-57	111	24	education	education	NOUN
ajam-57	111	25	,	,	PUNCT
ajam-57	111	26	distance	distance	NOUN
ajam-57	111	27	to	to	AUX
ajam-57	111	28	nearest	near	ADJ
ajam-57	111	29	market	market	NOUN
ajam-57	111	30	,	,	PUNCT
ajam-57	111	31	ownership	ownership	NOUN
ajam-57	111	32	of	of	ADP
ajam-57	111	33	radio	radio	NOUN
ajam-57	111	34	and	and	CCONJ
ajam-57	111	35	ownership	ownership	NOUN
ajam-57	111	36	of	of	ADP
ajam-57	111	37	a	a	DET
ajam-57	111	38	mobile	mobile	ADJ
ajam-57	111	39	phone	phone	NOUN
ajam-57	111	40	.	.	PUNCT
ajam-57	112	1	these	these	DET
ajam-57	112	2	constructs	construct	NOUN
ajam-57	112	3	are	be	AUX
ajam-57	112	4	used	use	VERB
ajam-57	112	5	in	in	ADP
ajam-57	112	6	the	the	DET
ajam-57	112	7	analysis	analysis	NOUN
ajam-57	112	8	to	to	PART
ajam-57	112	9	reflect	reflect	VERB
ajam-57	112	10	the	the	DET
ajam-57	112	11	influence	influence	NOUN
ajam-57	112	12	of	of	ADP
ajam-57	112	13	transaction	transaction	NOUN
ajam-57	112	14	costs	cost	NOUN
ajam-57	112	15	on	on	ADP
ajam-57	112	16	the	the	DET
ajam-57	112	17	farmer	farmer	NOUN
ajam-57	112	18	’s	’s	PART
ajam-57	112	19	decision	decision	NOUN
ajam-57	112	20	to	to	PART
ajam-57	112	21	participate	participate	VERB
ajam-57	112	22	in	in	ADP
ajam-57	112	23	a	a	DET
ajam-57	112	24	soybean	soybean	NOUN
ajam-57	112	25	market	market	NOUN
ajam-57	112	26	and	and	CCONJ
ajam-57	112	27	to	to	PART
ajam-57	112	28	estimate	estimate	VERB
ajam-57	112	29	the	the	DET
ajam-57	112	30	significant	significant	ADJ
ajam-57	112	31	factors	factor	NOUN
ajam-57	112	32	that	that	PRON
ajam-57	112	33	influence	influence	VERB
ajam-57	112	34	the	the	DET
ajam-57	112	35	level	level	NOUN
ajam-57	112	36	of	of	ADP
ajam-57	112	37	market	market	NOUN
ajam-57	112	38	participation	participation	NOUN
ajam-57	112	39	.	.	PUNCT
ajam-57	113	1	the	the	DET
ajam-57	113	2	outcome	outcome	NOUN
ajam-57	113	3	regression	regression	VERB
ajam-57	113	4	the	the	DET
ajam-57	113	5	outcome	outcome	NOUN
ajam-57	113	6	model	model	NOUN
ajam-57	113	7	is	be	AUX
ajam-57	113	8	conditional	conditional	ADJ
ajam-57	113	9	on	on	ADP
ajam-57	113	10	market	market	NOUN
ajam-57	113	11	participation	participation	NOUN
ajam-57	113	12	and	and	CCONJ
ajam-57	113	13	it	it	PRON
ajam-57	113	14	is	be	AUX
ajam-57	113	15	estimated	estimate	VERB
ajam-57	113	16	using	use	VERB
ajam-57	113	17	the	the	DET
ajam-57	113	18	ordinary	ordinary	ADJ
ajam-57	113	19	least	least	ADJ
ajam-57	113	20	squares	square	NOUN
ajam-57	113	21	(	(	PUNCT
ajam-57	113	22	ols	ol	NOUN
ajam-57	113	23	)	)	PUNCT
ajam-57	113	24	.	.	PUNCT
ajam-57	114	1	in	in	ADP
ajam-57	114	2	the	the	DET
ajam-57	114	3	ols	ol	NOUN
ajam-57	114	4	equation	equation	NOUN
ajam-57	114	5	,	,	PUNCT
ajam-57	114	6	the	the	DET
ajam-57	114	7	dependent	dependent	ADJ
ajam-57	114	8	variable	variable	NOUN
ajam-57	114	9	is	be	AUX
ajam-57	114	10	amount	amount	NOUN
ajam-57	114	11	of	of	ADP
ajam-57	114	12	soybeans	soybean	NOUN
ajam-57	114	13	sold	sell	VERB
ajam-57	114	14	(	(	PUNCT
ajam-57	114	15	continuous	continuous	ADJ
ajam-57	114	16	variable	variable	NOUN
ajam-57	114	17	)	)	PUNCT
ajam-57	114	18	.	.	PUNCT
ajam-57	115	1	in	in	ADP
ajam-57	115	2	this	this	DET
ajam-57	115	3	paper	paper	NOUN
ajam-57	115	4	we	we	PRON
ajam-57	115	5	hypothesized	hypothesize	VERB
ajam-57	115	6	that	that	SCONJ
ajam-57	115	7	gender	gender	NOUN
ajam-57	115	8	of	of	ADP
ajam-57	115	9	household	household	NOUN
ajam-57	115	10	head	head	NOUN
ajam-57	115	11	,	,	PUNCT
ajam-57	115	12	age	age	NOUN
ajam-57	115	13	of	of	ADP
ajam-57	115	14	household	household	NOUN
ajam-57	115	15	head	head	NOUN
ajam-57	115	16	,	,	PUNCT
ajam-57	115	17	size	size	NOUN
ajam-57	115	18	of	of	ADP
ajam-57	115	19	the	the	DET
ajam-57	115	20	household	household	NOUN
ajam-57	115	21	,	,	PUNCT
ajam-57	115	22	farming	farming	NOUN
ajam-57	115	23	experience	experience	NOUN
ajam-57	115	24	;	;	PUNCT
ajam-57	115	25	ownership	ownership	NOUN
ajam-57	115	26	of	of	ADP
ajam-57	115	27	cattle	cattle	NOUN
ajam-57	115	28	and	and	CCONJ
ajam-57	115	29	distance	distance	NOUN
ajam-57	115	30	to	to	ADP
ajam-57	115	31	the	the	DET
ajam-57	115	32	market	market	NOUN
ajam-57	115	33	affect	affect	VERB
ajam-57	115	34	the	the	DET
ajam-57	115	35	intensity	intensity	NOUN
ajam-57	115	36	of	of	ADP
ajam-57	115	37	a	a	DET
ajam-57	115	38	household	household	NOUN
ajam-57	115	39	’s	’s	PART
ajam-57	115	40	participation	participation	NOUN
ajam-57	115	41	in	in	ADP
ajam-57	115	42	the	the	DET
ajam-57	115	43	soybean	soybean	NOUN
ajam-57	115	44	market	market	NOUN
ajam-57	115	45	—	—	PUNCT
ajam-57	115	46	following	follow	VERB
ajam-57	115	47	jagwe	jagwe	NOUN
ajam-57	115	48	et	et	PROPN
ajam-57	115	49	al	al	PROPN
ajam-57	115	50	.	.	PROPN
ajam-57	116	1	(	(	PUNCT
ajam-57	116	2	2010	2010	NUM
ajam-57	116	3	)	)	PUNCT
ajam-57	116	4	.	.	PUNCT
ajam-57	117	1	selection	selection	NOUN
ajam-57	117	2	equation	equation	NOUN
ajam-57	117	3	in	in	ADP
ajam-57	117	4	the	the	DET
ajam-57	117	5	selection	selection	NOUN
ajam-57	117	6	equation	equation	NOUN
ajam-57	117	7	,	,	PUNCT
ajam-57	117	8	that	that	PRON
ajam-57	117	9	is	be	AUX
ajam-57	117	10	the	the	DET
ajam-57	117	11	probit	probit	NOUN
ajam-57	117	12	model	model	NOUN
ajam-57	117	13	,	,	PUNCT
ajam-57	117	14	the	the	DET
ajam-57	117	15	dependent	dependent	ADJ
ajam-57	117	16	variable	variable	NOUN
ajam-57	117	17	is	be	AUX
ajam-57	117	18	a	a	DET
ajam-57	117	19	dichotomous	dichotomous	ADJ
ajam-57	117	20	variable	variable	ADJ
ajam-57	117	21	‘	'	PUNCT
ajam-57	117	22	participation	participation	NOUN
ajam-57	117	23	in	in	ADP
ajam-57	117	24	soybean	soybean	NOUN
ajam-57	117	25	market	market	NOUN
ajam-57	117	26	(	(	PUNCT
ajam-57	117	27	represented	represent	VERB
ajam-57	117	28	as	as	ADP
ajam-57	117	29	1	1	NUM
ajam-57	117	30	when	when	SCONJ
ajam-57	117	31	a	a	DET
ajam-57	117	32	household	household	NOUN
ajam-57	117	33	participates	participate	VERB
ajam-57	117	34	in	in	ADP
ajam-57	117	35	the	the	DET
ajam-57	117	36	market	market	NOUN
ajam-57	117	37	and	and	CCONJ
ajam-57	117	38	0	0	NUM
ajam-57	117	39	otherwise	otherwise	ADV
ajam-57	117	40	’	'	PUNCT
ajam-57	117	41	)	)	PUNCT
ajam-57	117	42	.	.	PUNCT
ajam-57	118	1	the	the	DET
ajam-57	118	2	independent	independent	ADJ
ajam-57	118	3	variables	variable	NOUN
ajam-57	118	4	that	that	PRON
ajam-57	118	5	condition	condition	VERB
ajam-57	118	6	the	the	DET
ajam-57	118	7	participation	participation	NOUN
ajam-57	118	8	of	of	ADP
ajam-57	118	9	smallholder	smallholder	NOUN
ajam-57	118	10	farmers	farmer	NOUN
ajam-57	118	11	as	as	SCONJ
ajam-57	118	12	adapted	adapt	VERB
ajam-57	118	13	from	from	ADP
ajam-57	118	14	literature	literature	NOUN
ajam-57	118	15	are	be	AUX
ajam-57	118	16	gender	gender	NOUN
ajam-57	118	17	of	of	ADP
ajam-57	118	18	household	household	NOUN
ajam-57	118	19	head	head	NOUN
ajam-57	118	20	,	,	PUNCT
ajam-57	118	21	age	age	NOUN
ajam-57	118	22	of	of	ADP
ajam-57	118	23	household	household	NOUN
ajam-57	118	24	head	head	NOUN
ajam-57	118	25	,	,	PUNCT
ajam-57	118	26	size	size	NOUN
ajam-57	118	27	of	of	ADP
ajam-57	118	28	the	the	DET
ajam-57	118	29	household	household	NOUN
ajam-57	118	30	,	,	PUNCT
ajam-57	118	31	farming	farming	NOUN
ajam-57	118	32	experience	experience	NOUN
ajam-57	118	33	;	;	PUNCT
ajam-57	118	34	ownership	ownership	NOUN
ajam-57	118	35	of	of	ADP
ajam-57	118	36	cattle	cattle	NOUN
ajam-57	118	37	,	,	PUNCT
ajam-57	118	38	ownership	ownership	NOUN
ajam-57	118	39	of	of	ADP
ajam-57	118	40	radio	radio	NOUN
ajam-57	118	41	,	,	PUNCT
ajam-57	118	42	ownership	ownership	NOUN
ajam-57	118	43	of	of	ADP
ajam-57	118	44	cellphone	cellphone	NOUN
ajam-57	118	45	,	,	PUNCT
ajam-57	118	46	access	access	NOUN
ajam-57	118	47	to	to	ADP
ajam-57	118	48	extension	extension	NOUN
ajam-57	118	49	,	,	PUNCT
ajam-57	118	50	use	use	NOUN
ajam-57	118	51	of	of	ADP
ajam-57	118	52	rhizobial	rhizobial	ADJ
ajam-57	118	53	inoculants	inoculant	NOUN
ajam-57	118	54	and	and	CCONJ
ajam-57	118	55	use	use	NOUN
ajam-57	118	56	of	of	ADP
ajam-57	118	57	improved	improved	ADJ
ajam-57	118	58	soybean	soybean	NOUN
ajam-57	118	59	seed	seed	NOUN
ajam-57	118	60	varieties	variety	NOUN
ajam-57	118	61	(	(	PUNCT
ajam-57	118	62	table	table	NOUN
ajam-57	118	63	1	1	NUM
ajam-57	118	64	)	)	PUNCT
ajam-57	118	65	.	.	PUNCT
ajam-57	119	1	age	age	NOUN
ajam-57	119	2	may	may	AUX
ajam-57	119	3	influence	influence	VERB
ajam-57	119	4	market	market	NOUN
ajam-57	119	5	participation	participation	NOUN
ajam-57	119	6	through	through	ADP
ajam-57	119	7	various	various	ADJ
ajam-57	119	8	channels	channel	NOUN
ajam-57	119	9	such	such	ADJ
ajam-57	119	10	as	as	ADP
ajam-57	119	11	experience	experience	NOUN
ajam-57	119	12	,	,	PUNCT
ajam-57	119	13	access	access	NOUN
ajam-57	119	14	to	to	ADP
ajam-57	119	15	resources	resource	NOUN
ajam-57	119	16	and	and	CCONJ
ajam-57	119	17	risk	risk	NOUN
ajam-57	119	18	preferences	preference	NOUN
ajam-57	119	19	.	.	PUNCT
ajam-57	120	1	the	the	DET
ajam-57	120	2	expected	expect	VERB
ajam-57	120	3	direction	direction	NOUN
ajam-57	120	4	of	of	ADP
ajam-57	120	5	the	the	DET
ajam-57	120	6	effect	effect	NOUN
ajam-57	120	7	of	of	ADP
ajam-57	120	8	age	age	NOUN
ajam-57	120	9	is	be	AUX
ajam-57	120	10	thus	thus	ADV
ajam-57	120	11	ambiguous	ambiguous	ADJ
ajam-57	120	12	.	.	PUNCT
ajam-57	121	1	the	the	DET
ajam-57	121	2	gender	gender	NOUN
ajam-57	121	3	of	of	ADP
ajam-57	121	4	a	a	DET
ajam-57	121	5	household	household	NOUN
ajam-57	121	6	head	head	NOUN
ajam-57	121	7	is	be	AUX
ajam-57	121	8	likely	likely	ADJ
ajam-57	121	9	to	to	PART
ajam-57	121	10	reveal	reveal	VERB
ajam-57	121	11	the	the	DET
ajam-57	121	12	differences	difference	NOUN
ajam-57	121	13	in	in	ADP
ajam-57	121	14	market	market	NOUN
ajam-57	121	15	orientation	orientation	NOUN
ajam-57	121	16	between	between	ADP
ajam-57	121	17	male	male	ADJ
ajam-57	121	18	and	and	CCONJ
ajam-57	121	19	female	female	ADJ
ajam-57	121	20	household	household	NOUN
ajam-57	121	21	heads	head	NOUN
ajam-57	121	22	.	.	PUNCT
ajam-57	122	1	cunningham	cunningham	PROPN
ajam-57	122	2	et	et	PROPN
ajam-57	122	3	al	al	PROPN
ajam-57	122	4	.	.	PROPN
ajam-57	123	1	(	(	PUNCT
ajam-57	123	2	2008	2008	NUM
ajam-57	123	3	)	)	PUNCT
ajam-57	123	4	argues	argue	VERB
ajam-57	123	5	that	that	SCONJ
ajam-57	123	6	male	male	ADJ
ajam-57	123	7	household	household	NOUN
ajam-57	123	8	heads	head	NOUN
ajam-57	123	9	sell	sell	VERB
ajam-57	123	10	their	their	PRON
ajam-57	123	11	produce	produce	NOUN
ajam-57	123	12	when	when	SCONJ
ajam-57	123	13	prices	price	NOUN
ajam-57	123	14	are	be	AUX
ajam-57	123	15	high	high	ADJ
ajam-57	123	16	while	while	SCONJ
ajam-57	123	17	female	female	ADJ
ajam-57	123	18	household	household	NOUN
ajam-57	123	19	heads	head	NOUN
ajam-57	123	20	keep	keep	VERB
ajam-57	123	21	their	their	PRON
ajam-57	123	22	produce	produce	NOUN
ajam-57	123	23	for	for	ADP
ajam-57	123	24	household	household	NOUN
ajam-57	123	25	food	food	NOUN
ajam-57	123	26	self	self	NOUN
ajam-57	123	27	sufficiency	sufficiency	NOUN
ajam-57	123	28	.	.	PUNCT
ajam-57	124	1	w	w	PROPN
ajam-57	124	2	e	e	NOUN
ajam-57	124	3	thus	thus	ADV
ajam-57	124	4	expect	expect	VERB
ajam-57	124	5	the	the	DET
ajam-57	124	6	sign	sign	NOUN
ajam-57	124	7	to	to	PART
ajam-57	124	8	be	be	AUX
ajam-57	124	9	positive	positive	ADJ
ajam-57	124	10	meaningthat	meaningthat	NOUN
ajam-57	124	11	male	male	NOUN
ajam-57	124	12	-	-	PUNCT
ajam-57	124	13	headed	head	VERB
ajam-57	124	14	households	household	NOUN
ajam-57	124	15	are	be	AUX
ajam-57	124	16	more	more	ADV
ajam-57	124	17	likely	likely	ADJ
ajam-57	124	18	to	to	PART
ajam-57	124	19	participate	participate	VERB
ajam-57	124	20	in	in	ADP
ajam-57	124	21	soybean	soybean	NOUN
ajam-57	124	22	markets	market	NOUN
ajam-57	124	23	as	as	ADP
ajam-57	124	24	compared	compare	VERB
ajam-57	124	25	to	to	ADP
ajam-57	124	26	their	their	PRON
ajam-57	124	27	female	female	ADJ
ajam-57	124	28	counterparts	counterpart	NOUN
ajam-57	124	29	.	.	PUNCT
ajam-57	125	1	alene	alene	PROPN
ajam-57	125	2	et	et	PROPN
ajam-57	125	3	al	al	PROPN
ajam-57	125	4	.	.	PROPN
ajam-57	125	5	(	(	PUNCT
ajam-57	125	6	2008	2008	NUM
ajam-57	125	7	)	)	PUNCT
ajam-57	125	8	,	,	PUNCT
ajam-57	125	9	posit	posit	VERB
ajam-57	125	10	that	that	SCONJ
ajam-57	125	11	the	the	DET
ajam-57	125	12	household	household	NOUN
ajam-57	125	13	size	size	NOUN
ajam-57	125	14	is	be	AUX
ajam-57	125	15	an	an	DET
ajam-57	125	16	indicator	indicator	NOUN
ajam-57	125	17	of	of	ADP
ajam-57	125	18	the	the	DET
ajam-57	125	19	amount	amount	NOUN
ajam-57	125	20	of	of	ADP
ajam-57	125	21	family	family	NOUN
ajam-57	125	22	labor	labor	NOUN
ajam-57	125	23	that	that	PRON
ajam-57	125	24	is	be	AUX
ajam-57	125	25	available	available	ADJ
ajam-57	125	26	for	for	ADP
ajam-57	125	27	production	production	NOUN
ajam-57	125	28	activities	activity	NOUN
ajam-57	125	29	.	.	PUNCT
ajam-57	126	1	it	it	PRON
ajam-57	126	2	also	also	ADV
ajam-57	126	3	explains	explain	VERB
ajam-57	126	4	the	the	DET
ajam-57	126	5	consumption	consumption	NOUN
ajam-57	126	6	levels	level	NOUN
ajam-57	126	7	for	for	ADP
ajam-57	126	8	a	a	DET
ajam-57	126	9	household	household	NOUN
ajam-57	126	10	.	.	PUNCT
ajam-57	127	1	w	w	PROPN
ajam-57	127	2	e	e	PROPN
ajam-57	127	3	thus	thus	ADV
ajam-57	127	4	expect	expect	VERB
ajam-57	127	5	the	the	DET
ajam-57	127	6	sign	sign	NOUN
ajam-57	127	7	to	to	PART
ajam-57	127	8	be	be	AUX
ajam-57	127	9	positive	positive	ADJ
ajam-57	127	10	when	when	SCONJ
ajam-57	127	11	a	a	DET
ajam-57	127	12	household	household	NOUN
ajam-57	127	13	’s	’s	PART
ajam-57	127	14	labor	labor	NOUN
ajam-57	127	15	resources	resource	NOUN
ajam-57	127	16	are	be	AUX
ajam-57	127	17	efficient	efficient	ADJ
ajam-57	127	18	that	that	PRON
ajam-57	127	19	is	be	AUX
ajam-57	127	20	they	they	PRON
ajam-57	127	21	produce	produce	VERB
ajam-57	127	22	far	far	ADV
ajam-57	127	23	more	more	ADJ
ajam-57	127	24	output	output	NOUN
ajam-57	127	25	than	than	ADP
ajam-57	127	26	what	what	PRON
ajam-57	127	27	they	they	PRON
ajam-57	127	28	require	require	VERB
ajam-57	127	29	for	for	ADP
ajam-57	127	30	household	household	NOUN
ajam-57	127	31	consumption	consumption	NOUN
ajam-57	127	32	.	.	PUNCT
ajam-57	128	1	in	in	ADP
ajam-57	128	2	such	such	DET
ajam-57	128	3	a	a	DET
ajam-57	128	4	case	case	NOUN
ajam-57	128	5	,	,	PUNCT
ajam-57	128	6	there	there	PRON
ajam-57	128	7	is	be	VERB
ajam-57	128	8	high	high	ADJ
ajam-57	128	9	marketable	marketable	ADJ
ajam-57	128	10	surplus	surplus	NOUN
ajam-57	128	11	.	.	PUNCT
ajam-57	129	1	however	however	ADV
ajam-57	129	2	,	,	PUNCT
ajam-57	129	3	if	if	SCONJ
ajam-57	129	4	the	the	DET
ajam-57	129	5	sign	sign	NOUN
ajam-57	129	6	is	be	AUX
ajam-57	129	7	negative	negative	ADJ
ajam-57	129	8	it	it	PRON
ajam-57	129	9	is	be	AUX
ajam-57	129	10	an	an	DET
ajam-57	129	11	indicator	indicator	NOUN
ajam-57	129	12	of	of	ADP
ajam-57	129	13	household	household	NOUN
ajam-57	129	14	labor	labor	NOUN
ajam-57	129	15	inefficiency	inefficiency	NOUN
ajam-57	129	16	that	that	PRON
ajam-57	129	17	is	be	AUX
ajam-57	129	18	,	,	PUNCT
ajam-57	129	19	a	a	DET
ajam-57	129	20	larger	large	ADJ
ajam-57	129	21	household	household	NOUN
ajam-57	129	22	produces	produce	VERB
ajam-57	129	23	far	far	ADV
ajam-57	129	24	less	less	ADJ
ajam-57	129	25	than	than	ADP
ajam-57	129	26	what	what	PRON
ajam-57	129	27	it	it	PRON
ajam-57	129	28	needs	need	VERB
ajam-57	129	29	for	for	ADP
ajam-57	129	30	household	household	NOUN
ajam-57	129	31	consumption	consumption	NOUN
ajam-57	129	32	and	and	CCONJ
ajam-57	129	33	thus	thus	ADV
ajam-57	129	34	less	less	ADV
ajam-57	129	35	marketable	marketable	ADJ
ajam-57	129	36	surplus	surplus	NOUN
ajam-57	129	37	.	.	PUNCT
ajam-57	130	1	according	accord	VERB
ajam-57	130	2	to	to	ADP
ajam-57	130	3	omiti	omiti	PROPN
ajam-57	130	4	et	et	PROPN
ajam-57	130	5	al	al	PROPN
ajam-57	130	6	.	.	PROPN
ajam-57	131	1	(	(	PUNCT
ajam-57	131	2	2009	2009	NUM
ajam-57	131	3	)	)	PUNCT
ajam-57	131	4	,	,	PUNCT
ajam-57	131	5	the	the	DET
ajam-57	131	6	distance	distance	NOUN
ajam-57	131	7	to	to	ADP
ajam-57	131	8	the	the	DET
ajam-57	131	9	market	market	NOUN
ajam-57	131	10	negatively	negatively	ADV
ajam-57	131	11	influences	influence	VERB
ajam-57	131	12	both	both	CCONJ
ajam-57	131	13	the	the	DET
ajam-57	131	14	household	household	NOUN
ajam-57	131	15	’s	’s	PART
ajam-57	131	16	decision	decision	NOUN
ajam-57	131	17	to	to	PART
ajam-57	131	18	participate	participate	VERB
ajam-57	131	19	in	in	ADP
ajam-57	131	20	the	the	DET
ajam-57	131	21	market	market	NOUN
ajam-57	131	22	and	and	CCONJ
ajam-57	131	23	the	the	DET
ajam-57	131	24	amount	amount	NOUN
ajam-57	131	25	sold	sell	VERB
ajam-57	131	26	(	(	PUNCT
ajam-57	131	27	intensity	intensity	NOUN
ajam-57	131	28	of	of	ADP
ajam-57	131	29	participation	participation	NOUN
ajam-57	131	30	)	)	PUNCT
ajam-57	131	31	.	.	PUNCT
ajam-57	132	1	the	the	PRON
ajam-57	132	2	further	further	ADJ
ajam-57	132	3	the	the	DET
ajam-57	132	4	distance	distance	NOUN
ajam-57	132	5	to	to	ADP
ajam-57	132	6	the	the	DET
ajam-57	132	7	market	market	NOUN
ajam-57	132	8	,	,	PUNCT
ajam-57	132	9	the	the	PRON
ajam-57	132	10	higher	high	ADJ
ajam-57	132	11	the	the	DET
ajam-57	132	12	transport	transport	NOUN
ajam-57	132	13	costs	cost	NOUN
ajam-57	132	14	and	and	CCONJ
ajam-57	132	15	the	the	DET
ajam-57	132	16	lower	low	ADJ
ajam-57	132	17	the	the	DET
ajam-57	132	18	net	net	ADJ
ajam-57	132	19	benefit	benefit	NOUN
ajam-57	132	20	to	to	ADP
ajam-57	132	21	the	the	DET
ajam-57	132	22	household	household	NOUN
ajam-57	132	23	.	.	PUNCT
ajam-57	133	1	key	key	PROPN
ajam-57	133	2	et	et	PROPN
ajam-57	133	3	al	al	PROPN
ajam-57	133	4	.	.	PROPN
ajam-57	134	1	(	(	PUNCT
ajam-57	134	2	2000	2000	NUM
ajam-57	134	3	)	)	PUNCT
ajam-57	134	4	note	note	VERB
ajam-57	134	5	that	that	SCONJ
ajam-57	134	6	farmers	farmer	NOUN
ajam-57	134	7	who	who	PRON
ajam-57	134	8	stay	stay	VERB
ajam-57	134	9	in	in	ADP
ajam-57	134	10	remote	remote	ADJ
ajam-57	134	11	areas	area	NOUN
ajam-57	134	12	have	have	VERB
ajam-57	134	13	low	low	ADJ
ajam-57	134	14	input	input	NOUN
ajam-57	134	15	use	use	NOUN
ajam-57	134	16	that	that	PRON
ajam-57	134	17	is	be	AUX
ajam-57	134	18	,	,	PUNCT
ajam-57	134	19	they	they	PRON
ajam-57	134	20	normally	normally	ADV
ajam-57	134	21	substitute	substitute	VERB
ajam-57	134	22	high	high	ADJ
ajam-57	134	23	value	value	NOUN
ajam-57	134	24	commercial	commercial	ADJ
ajam-57	134	25	varieties	variety	NOUN
ajam-57	134	26	with	with	ADP
ajam-57	134	27	locally	locally	ADV
ajam-57	134	28	easily	easily	ADV
ajam-57	134	29	obtainable	obtainable	ADJ
ajam-57	134	30	varieties	variety	NOUN
ajam-57	134	31	.	.	PUNCT
ajam-57	135	1	consequently	consequently	ADV
ajam-57	135	2	,	,	PUNCT
ajam-57	135	3	this	this	DET
ajam-57	135	4	input	input	NOUN
ajam-57	135	5	substitution	substitution	NOUN
ajam-57	135	6	has	have	VERB
ajam-57	135	7	adverse	adverse	ADJ
ajam-57	135	8	effects	effect	NOUN
ajam-57	135	9	on	on	ADP
ajam-57	135	10	productivity	productivity	NOUN
ajam-57	135	11	,	,	PUNCT
ajam-57	135	12	market	market	NOUN
ajam-57	135	13	participation	participation	NOUN
ajam-57	135	14	and	and	CCONJ
ajam-57	135	15	marketable	marketable	ADJ
ajam-57	135	16	surplus	surplus	NOUN
ajam-57	135	17	.	.	PUNCT
ajam-57	136	1	w	w	NOUN
ajam-57	136	2	e	e	NOUN
ajam-57	136	3	thus	thus	ADV
ajam-57	136	4	expect	expect	VERB
ajam-57	136	5	a	a	DET
ajam-57	136	6	negative	negative	ADJ
ajam-57	136	7	relationship	relationship	NOUN
ajam-57	136	8	between	between	ADP
ajam-57	136	9	distance	distance	NOUN
ajam-57	136	10	to	to	ADP
ajam-57	136	11	market	market	NOUN
ajam-57	136	12	and	and	CCONJ
ajam-57	136	13	likelihood	likelihood	NOUN
ajam-57	136	14	to	to	PART
ajam-57	136	15	participate	participate	VERB
ajam-57	136	16	in	in	ADP
ajam-57	136	17	marketing	marketing	NOUN
ajam-57	136	18	.	.	PUNCT
ajam-57	137	1	this	this	PRON
ajam-57	137	2	implies	imply	VERB
ajam-57	137	3	that	that	SCONJ
ajam-57	137	4	the	the	PRON
ajam-57	137	5	higher	high	ADJ
ajam-57	137	6	the	the	DET
ajam-57	137	7	distance	distance	NOUN
ajam-57	137	8	to	to	ADP
ajam-57	137	9	the	the	DET
ajam-57	137	10	nearest	near	ADJ
ajam-57	137	11	selling	selling	NOUN
ajam-57	137	12	points	point	NOUN
ajam-57	137	13	,	,	PUNCT
ajam-57	137	14	the	the	PRON
ajam-57	137	15	lower	low	ADJ
ajam-57	137	16	the	the	DET
ajam-57	137	17	likelihood	likelihood	NOUN
ajam-57	137	18	of	of	ADP
ajam-57	137	19	a	a	DET
ajam-57	137	20	household	household	NOUN
ajam-57	137	21	to	to	PART
ajam-57	137	22	participate	participate	VERB
ajam-57	137	23	in	in	ADP
ajam-57	137	24	markets	market	NOUN
ajam-57	137	25	.	.	PUNCT
ajam-57	138	1	however	however	ADV
ajam-57	138	2	,	,	PUNCT
ajam-57	138	3	fafchamps	fafchamp	NOUN
ajam-57	138	4	and	and	CCONJ
ajam-57	138	5	hill	hill	NOUN
ajam-57	138	6	(	(	PUNCT
ajam-57	138	7	2005	2005	NUM
ajam-57	138	8	)	)	PUNCT
ajam-57	138	9	observed	observe	VERB
ajam-57	138	10	that	that	SCONJ
ajam-57	138	11	wealthy	wealthy	ADJ
ajam-57	138	12	farmers	farmer	NOUN
ajam-57	138	13	can	can	AUX
ajam-57	138	14	sell	sell	VERB
ajam-57	138	15	their	their	PRON
ajam-57	138	16	produce	produce	NOUN
ajam-57	138	17	to	to	ADP
ajam-57	138	18	distant	distant	ADJ
ajam-57	138	19	markets	market	NOUN
ajam-57	138	20	as	as	SCONJ
ajam-57	138	21	they	they	PRON
ajam-57	138	22	can	can	AUX
ajam-57	138	23	afford	afford	VERB
ajam-57	138	24	the	the	DET
ajam-57	138	25	high	high	ADJ
ajam-57	138	26	transport	transport	NOUN
ajam-57	138	27	costs	cost	NOUN
ajam-57	138	28	compared	compare	VERB
ajam-57	138	29	to	to	ADP
ajam-57	138	30	the	the	DET
ajam-57	138	31	poor	poor	ADJ
ajam-57	138	32	farmers	farmer	NOUN
ajam-57	138	33	.	.	PUNCT
ajam-57	139	1	this	this	PRON
ajam-57	139	2	then	then	ADV
ajam-57	139	3	implies	imply	VERB
ajam-57	139	4	that	that	SCONJ
ajam-57	139	5	we	we	PRON
ajam-57	139	6	expect	expect	VERB
ajam-57	139	7	the	the	DET
ajam-57	139	8	resource	resource	NOUN
ajam-57	139	9	constrained	constrain	VERB
ajam-57	139	10	farmers	farmer	NOUN
ajam-57	139	11	to	to	PART
ajam-57	139	12	participate	participate	VERB
ajam-57	139	13	in	in	ADP
ajam-57	139	14	local	local	ADJ
ajam-57	139	15	markets	market	NOUN
ajam-57	139	16	while	while	SCONJ
ajam-57	139	17	the	the	DET
ajam-57	139	18	resource	resource	NOUN
ajam-57	139	19	endowed	endow	VERB
ajam-57	139	20	farmers	farmer	NOUN
ajam-57	139	21	participate	participate	VERB
ajam-57	139	22	in	in	ADP
ajam-57	139	23	distant	distant	ADJ
ajam-57	139	24	markets	market	NOUN
ajam-57	139	25	.	.	PUNCT
ajam-57	140	1	most	most	ADJ
ajam-57	140	2	economists	economist	NOUN
ajam-57	140	3	argue	argue	VERB
ajam-57	140	4	that	that	SCONJ
ajam-57	140	5	relative	relative	ADJ
ajam-57	140	6	prices	price	NOUN
ajam-57	140	7	form	form	VERB
ajam-57	140	8	critical	critical	ADJ
ajam-57	140	9	incentives	incentive	NOUN
ajam-57	140	10	to	to	PART
ajam-57	140	11	induce	induce	VERB
ajam-57	140	12	market	market	NOUN
ajam-57	140	13	participation	participation	NOUN
ajam-57	140	14	and	and	CCONJ
ajam-57	140	15	increase	increase	VERB
ajam-57	140	16	the	the	DET
ajam-57	140	17	amount	amount	NOUN
ajam-57	140	18	of	of	ADP
ajam-57	140	19	marketable	marketable	ADJ
ajam-57	140	20	surplus	surplus	NOUN
ajam-57	140	21	(	(	PUNCT
ajam-57	140	22	alene	alene	NOUN
ajam-57	140	23	et	et	PROPN
ajam-57	140	24	al	al	PROPN
ajam-57	140	25	.	.	PROPN
ajam-57	140	26	,	,	PUNCT
ajam-57	140	27	2008	2008	NUM
ajam-57	140	28	;	;	PUNCT
ajam-57	140	29	fafchamps	fafchamp	NOUN
ajam-57	140	30	and	and	CCONJ
ajam-57	140	31	hill	hill	NOUN
ajam-57	140	32	,	,	PUNCT
ajam-57	140	33	2005	2005	NUM
ajam-57	140	34	)	)	PUNCT
ajam-57	140	35	.	.	PUNCT
ajam-57	141	1	smallholder	smallholder	NOUN
ajam-57	141	2	farmers	farmer	NOUN
ajam-57	141	3	in	in	ADP
ajam-57	141	4	zimbabwe	zimbabwe	ADJ
ajam-57	141	5	access	access	NOUN
ajam-57	141	6	market	market	NOUN
ajam-57	141	7	information	information	NOUN
ajam-57	141	8	on	on	ADP
ajam-57	141	9	prices	price	NOUN
ajam-57	141	10	of	of	ADP
ajam-57	141	11	inputs	input	NOUN
ajam-57	141	12	and	and	CCONJ
ajam-57	141	13	output	output	NOUN
ajam-57	141	14	through	through	ADP
ajam-57	141	15	contact	contact	NOUN
ajam-57	141	16	with	with	ADP
ajam-57	141	17	extension	extension	NOUN
ajam-57	141	18	agents	agent	NOUN
ajam-57	141	19	,	,	PUNCT
ajam-57	141	20	radios	radio	NOUN
ajam-57	141	21	and	and	CCONJ
ajam-57	141	22	phoning	phone	VERB
ajam-57	141	23	the	the	DET
ajam-57	141	24	buyers	buyer	NOUN
ajam-57	141	25	using	use	VERB
ajam-57	141	26	cell	cell	NOUN
ajam-57	141	27	phones	phone	NOUN
ajam-57	141	28	.	.	PUNCT
ajam-57	142	1	knowledge	knowledge	NOUN
ajam-57	142	2	of	of	ADP
ajam-57	142	3	input	input	NOUN
ajam-57	142	4	prices	price	NOUN
ajam-57	142	5	enables	enable	VERB
ajam-57	142	6	farmers	farmer	NOUN
ajam-57	142	7	to	to	PART
ajam-57	142	8	make	make	VERB
ajam-57	142	9	informed	informed	ADJ
ajam-57	142	10	decisions	decision	NOUN
ajam-57	142	11	on	on	ADP
ajam-57	142	12	input	input	NOUN
ajam-57	142	13	use	use	NOUN
ajam-57	142	14	intensity	intensity	NOUN
ajam-57	142	15	and	and	CCONJ
ajam-57	142	16	also	also	ADV
ajam-57	142	17	the	the	DET
ajam-57	142	18	area	area	NOUN
ajam-57	142	19	to	to	PART
ajam-57	142	20	commit	commit	VERB
ajam-57	142	21	to	to	ADP
ajam-57	142	22	soybeans	soybean	NOUN
ajam-57	142	23	.	.	PUNCT
ajam-57	143	1	w	w	X
ajam-57	143	2	e	e	PROPN
ajam-57	143	3	argue	argue	VERB
ajam-57	143	4	that	that	SCONJ
ajam-57	143	5	access	access	NOUN
ajam-57	143	6	to	to	ADP
ajam-57	143	7	price	price	NOUN
ajam-57	143	8	information	information	NOUN
ajam-57	143	9	positively	positively	ADV
ajam-57	143	10	influences	influence	VERB
ajam-57	143	11	the	the	DET
ajam-57	143	12	farmers	farmer	NOUN
ajam-57	143	13	’	’	PART
ajam-57	143	14	decision	decision	NOUN
ajam-57	143	15	to	to	PART
ajam-57	143	16	participate	participate	VERB
ajam-57	143	17	in	in	ADP
ajam-57	143	18	soybean	soybean	NOUN
ajam-57	143	19	markets	market	NOUN
ajam-57	143	20	while	while	SCONJ
ajam-57	143	21	the	the	DET
ajam-57	143	22	lack	lack	NOUN
ajam-57	143	23	of	of	ADP
ajam-57	143	24	it	it	PRON
ajam-57	143	25	acts	act	VERB
ajam-57	143	26	as	as	ADP
ajam-57	143	27	a	a	DET
ajam-57	143	28	disincentive	disincentive	NOUN
ajam-57	143	29	.	.	PUNCT
ajam-57	144	1	we	we	PRON
ajam-57	144	2	therefore	therefore	ADV
ajam-57	144	3	expect	expect	VERB
ajam-57	144	4	a	a	DET
ajam-57	144	5	positive	positive	ADJ
ajam-57	144	6	relationship	relationship	NOUN
ajam-57	144	7	085	085	NUM
ajam-57	144	8	afr	afr	NOUN
ajam-57	144	9	.	.	PUNCT
ajam-57	145	1	j.	j.	PROPN
ajam-57	145	2	agric	agric	PROPN
ajam-57	145	3	.	.	PROPN
ajam-57	146	1	mark	mark	PROPN
ajam-57	146	2	.	.	PUNCT
ajam-57	147	1	jackson	jackson	PROPN
ajam-57	147	2	et	et	PROPN
ajam-57	147	3	al	al	PROPN
ajam-57	147	4	.	.	PROPN
ajam-57	147	5	086	086	NUM
ajam-57	147	6	table	table	NOUN
ajam-57	147	7	1	1	NUM
ajam-57	147	8	.	.	PUNCT
ajam-57	147	9	description	description	NOUN
ajam-57	147	10	of	of	ADP
ajam-57	147	11	covariates	covariate	NOUN
ajam-57	147	12	used	use	VERB
ajam-57	147	13	in	in	ADP
ajam-57	147	14	the	the	DET
ajam-57	147	15	regression	regression	NOUN
ajam-57	147	16	models	model	NOUN
ajam-57	147	17	.	.	PUNCT
ajam-57	148	1	variable	variable	ADJ
ajam-57	148	2	description	description	NOUN
ajam-57	148	3	measurement	measurement	NOUN
ajam-57	148	4	expected	expect	VERB
ajam-57	148	5	sign	sign	NOUN
ajam-57	148	6	household	household	NOUN
ajam-57	148	7	characteristics	characteristic	NOUN
ajam-57	148	8	age	age	NOUN
ajam-57	148	9	age	age	NOUN
ajam-57	148	10	of	of	ADP
ajam-57	148	11	household	household	NOUN
ajam-57	148	12	head	head	NOUN
ajam-57	148	13	age	age	NOUN
ajam-57	148	14	squared	square	VERB
ajam-57	148	15	age	age	NOUN
ajam-57	148	16	of	of	ADP
ajam-57	148	17	household	household	NOUN
ajam-57	148	18	squared	square	VERB
ajam-57	148	19	gender	gender	NOUN
ajam-57	148	20	gender	gender	NOUN
ajam-57	148	21	of	of	ADP
ajam-57	148	22	household	household	NOUN
ajam-57	148	23	head	head	NOUN
ajam-57	148	24	household	household	NOUN
ajam-57	148	25	size	size	NOUN
ajam-57	148	26	number	number	NOUN
ajam-57	148	27	of	of	ADP
ajam-57	148	28	people	people	NOUN
ajam-57	148	29	in	in	ADP
ajam-57	148	30	a	a	DET
ajam-57	148	31	household	household	NOUN
ajam-57	148	32	farming	farming	NOUN
ajam-57	148	33	experience	experience	NOUN
ajam-57	148	34	number	number	NOUN
ajam-57	148	35	of	of	ADP
ajam-57	148	36	years	year	NOUN
ajam-57	148	37	household	household	NOUN
ajam-57	148	38	head	head	NOUN
ajam-57	148	39	has	have	AUX
ajam-57	148	40	been	be	AUX
ajam-57	148	41	farming	farm	VERB
ajam-57	148	42	as	as	ADP
ajam-57	148	43	a	a	DET
ajam-57	148	44	household	household	NOUN
ajam-57	148	45	number	number	NOUN
ajam-57	148	46	of	of	ADP
ajam-57	148	47	years	year	NOUN
ajam-57	148	48	0	0	PUNCT
ajam-57	148	49	=	=	SYM
ajam-57	148	50	female	female	ADJ
ajam-57	148	51	;	;	PUNCT
ajam-57	148	52	1	1	NUM
ajam-57	148	53	=	=	NOUN
ajam-57	148	54	male	male	ADJ
ajam-57	148	55	number	number	NOUN
ajam-57	148	56	number	number	NOUN
ajam-57	148	57	of	of	ADP
ajam-57	148	58	years	year	NOUN
ajam-57	148	59	+	+	X
ajam-57	149	1	+	+	PUNCT
ajam-57	149	2	+	+	CCONJ
ajam-57	149	3	+	+	NUM
ajam-57	149	4	information	information	NOUN
ajam-57	149	5	distance	distance	NOUN
ajam-57	149	6	to	to	ADP
ajam-57	149	7	market	market	NOUN
ajam-57	149	8	household	household	NOUN
ajam-57	149	9	head	head	NOUN
ajam-57	149	10	’s	’s	PART
ajam-57	149	11	education	education	NOUN
ajam-57	149	12	access	access	NOUN
ajam-57	149	13	to	to	ADP
ajam-57	149	14	extension	extension	NOUN
ajam-57	149	15	own	own	ADJ
ajam-57	149	16	cellphone	cellphone	NOUN
ajam-57	149	17	own	own	ADJ
ajam-57	149	18	radio	radio	NOUN
ajam-57	149	19	assets	asset	NOUN
ajam-57	149	20	number	number	NOUN
ajam-57	149	21	of	of	ADP
ajam-57	149	22	cattle	cattle	NOUN
ajam-57	149	23	owned	own	VERB
ajam-57	149	24	average	average	ADJ
ajam-57	149	25	distance	distance	NOUN
ajam-57	149	26	from	from	ADP
ajam-57	149	27	household	household	NOUN
ajam-57	149	28	’s	’s	PART
ajam-57	149	29	home	home	NOUN
ajam-57	149	30	to	to	ADP
ajam-57	149	31	nearest	near	ADJ
ajam-57	149	32	point	point	NOUN
ajam-57	149	33	of	of	ADP
ajam-57	149	34	sale	sale	NOUN
ajam-57	149	35	education	education	NOUN
ajam-57	149	36	level	level	NOUN
ajam-57	149	37	of	of	ADP
ajam-57	149	38	household	household	NOUN
ajam-57	149	39	head	head	NOUN
ajam-57	149	40	access	access	NOUN
ajam-57	149	41	to	to	ADP
ajam-57	149	42	agricultural	agricultural	ADJ
ajam-57	149	43	extension	extension	NOUN
ajam-57	149	44	for	for	ADP
ajam-57	149	45	crop	crop	NOUN
ajam-57	149	46	production	production	NOUN
ajam-57	149	47	advice	advice	NOUN
ajam-57	149	48	ownership	ownership	NOUN
ajam-57	149	49	of	of	ADP
ajam-57	149	50	a	a	DET
ajam-57	149	51	cellphone	cellphone	NOUN
ajam-57	149	52	ownership	ownership	NOUN
ajam-57	149	53	of	of	ADP
ajam-57	149	54	radio	radio	NOUN
ajam-57	149	55	number	number	NOUN
ajam-57	149	56	of	of	ADP
ajam-57	149	57	cattle	cattle	NOUN
ajam-57	149	58	owned	own	VERB
ajam-57	149	59	km	km	NOUN
ajam-57	149	60	0	0	SYM
ajam-57	150	1	=	=	NOUN
ajam-57	150	2	no	no	DET
ajam-57	150	3	secondary	secondary	ADJ
ajam-57	150	4	education	education	NOUN
ajam-57	150	5	+	+	PROPN
ajam-57	150	6	/	/	SYM
ajam-57	150	7	1	1	NUM
ajam-57	150	8	=	=	NOUN
ajam-57	150	9	has	have	AUX
ajam-57	150	10	secondary	secondary	ADJ
ajam-57	150	11	education	education	NOUN
ajam-57	150	12	0	0	NUM
ajam-57	150	13	=	=	NOUN
ajam-57	150	14	no	no	DET
ajam-57	150	15	access	access	NOUN
ajam-57	150	16	+	+	ADJ
ajam-57	150	17	/	/	SYM
ajam-57	150	18	0	0	NUM
ajam-57	150	19	=	=	NOUN
ajam-57	150	20	does	do	AUX
ajam-57	150	21	not	not	PART
ajam-57	150	22	own	own	VERB
ajam-57	150	23	+	+	ADJ
ajam-57	150	24	/	/	SYM
ajam-57	150	25	1	1	NUM
ajam-57	150	26	=	=	PRON
ajam-57	150	27	owns	own	VERB
ajam-57	150	28	a	a	DET
ajam-57	150	29	cellphone	cellphone	NOUN
ajam-57	150	30	0	0	NUM
ajam-57	150	31	=	=	PRON
ajam-57	150	32	does	do	AUX
ajam-57	150	33	not	not	PART
ajam-57	150	34	own	own	VERB
ajam-57	150	35	+	+	ADJ
ajam-57	150	36	/	/	SYM
ajam-57	150	37	1	1	NUM
ajam-57	150	38	=	=	PRON
ajam-57	150	39	owns	own	VERB
ajam-57	150	40	a	a	DET
ajam-57	150	41	radio	radio	NOUN
ajam-57	150	42	ratio	ratio	NOUN
ajam-57	150	43	+	+	CCONJ
ajam-57	150	44	between	between	ADP
ajam-57	150	45	a	a	DET
ajam-57	150	46	household	household	NOUN
ajam-57	150	47	’s	’s	PART
ajam-57	150	48	decision	decision	NOUN
ajam-57	150	49	to	to	PART
ajam-57	150	50	participate	participate	VERB
ajam-57	150	51	in	in	ADP
ajam-57	150	52	the	the	DET
ajam-57	150	53	soybean	soybean	NOUN
ajam-57	150	54	market	market	NOUN
ajam-57	150	55	and	and	CCONJ
ajam-57	150	56	its	its	PRON
ajam-57	150	57	access	access	NOUN
ajam-57	150	58	to	to	ADP
ajam-57	150	59	market	market	NOUN
ajam-57	150	60	information	information	NOUN
ajam-57	150	61	,	,	PUNCT
ajam-57	150	62	ownership	ownership	NOUN
ajam-57	150	63	of	of	ADP
ajam-57	150	64	a	a	DET
ajam-57	150	65	radio	radio	NOUN
ajam-57	150	66	and	and	CCONJ
ajam-57	150	67	or	or	CCONJ
ajam-57	150	68	cellphone	cellphone	NOUN
ajam-57	150	69	.	.	PUNCT
ajam-57	151	1	by	by	ADP
ajam-57	151	2	accessing	access	VERB
ajam-57	151	3	extension	extension	NOUN
ajam-57	151	4	agents	agent	NOUN
ajam-57	151	5	,	,	PUNCT
ajam-57	151	6	farmers	farmer	NOUN
ajam-57	151	7	get	get	VERB
ajam-57	151	8	advice	advice	NOUN
ajam-57	151	9	on	on	ADP
ajam-57	151	10	good	good	ADJ
ajam-57	151	11	agronomic	agronomic	ADJ
ajam-57	151	12	practices	practice	NOUN
ajam-57	151	13	,	,	PUNCT
ajam-57	151	14	improved	improved	ADJ
ajam-57	151	15	technologies	technology	NOUN
ajam-57	151	16	and	and	CCONJ
ajam-57	151	17	market	market	NOUN
ajam-57	151	18	prices	price	NOUN
ajam-57	151	19	.	.	PUNCT
ajam-57	152	1	w	w	PROPN
ajam-57	152	2	e	e	PROPN
ajam-57	152	3	therefore	therefore	ADV
ajam-57	152	4	expect	expect	VERB
ajam-57	152	5	the	the	DET
ajam-57	152	6	sign	sign	NOUN
ajam-57	152	7	to	to	PART
ajam-57	152	8	be	be	AUX
ajam-57	152	9	positive	positive	ADJ
ajam-57	152	10	when	when	SCONJ
ajam-57	152	11	farmers	farmer	NOUN
ajam-57	152	12	have	have	VERB
ajam-57	152	13	access	access	NOUN
ajam-57	152	14	to	to	ADP
ajam-57	152	15	extension	extension	NOUN
ajam-57	152	16	agents	agent	NOUN
ajam-57	152	17	and	and	CCONJ
ajam-57	152	18	negative	negative	ADJ
ajam-57	152	19	otherwise	otherwise	ADV
ajam-57	152	20	.	.	PUNCT
ajam-57	153	1	according	accord	VERB
ajam-57	153	2	to	to	ADP
ajam-57	153	3	zingore	zingore	PROPN
ajam-57	153	4	et	et	PROPN
ajam-57	153	5	al	al	PROPN
ajam-57	153	6	.	.	PROPN
ajam-57	154	1	(	(	PUNCT
ajam-57	154	2	2007	2007	NUM
ajam-57	154	3	)	)	PUNCT
ajam-57	154	4	,	,	PUNCT
ajam-57	154	5	ownership	ownership	NOUN
ajam-57	154	6	of	of	ADP
ajam-57	154	7	cattle	cattle	NOUN
ajam-57	154	8	is	be	AUX
ajam-57	154	9	a	a	DET
ajam-57	154	10	major	major	ADJ
ajam-57	154	11	determinant	determinant	NOUN
ajam-57	154	12	of	of	ADP
ajam-57	154	13	the	the	DET
ajam-57	154	14	timeliness	timeliness	NOUN
ajam-57	154	15	of	of	ADP
ajam-57	154	16	agronomic	agronomic	ADJ
ajam-57	154	17	operations	operation	NOUN
ajam-57	154	18	.	.	PUNCT
ajam-57	155	1	w	w	X
ajam-57	155	2	e	e	PROPN
ajam-57	155	3	assume	assume	VERB
ajam-57	155	4	that	that	SCONJ
ajam-57	155	5	the	the	DET
ajam-57	155	6	resource	resource	NOUN
ajam-57	155	7	-	-	PUNCT
ajam-57	155	8	endowed	endow	VERB
ajam-57	155	9	farmers	farmer	NOUN
ajam-57	155	10	may	may	AUX
ajam-57	155	11	use	use	VERB
ajam-57	155	12	their	their	PRON
ajam-57	155	13	livestock	livestock	NOUN
ajam-57	155	14	for	for	ADP
ajam-57	155	15	traction	traction	NOUN
ajam-57	155	16	to	to	ADP
ajam-57	155	17	till	till	SCONJ
ajam-57	155	18	larger	large	ADJ
ajam-57	155	19	pieces	piece	NOUN
ajam-57	155	20	of	of	ADP
ajam-57	155	21	land	land	NOUN
ajam-57	155	22	and	and	CCONJ
ajam-57	155	23	for	for	ADP
ajam-57	155	24	transportation	transportation	NOUN
ajam-57	155	25	to	to	ADP
ajam-57	155	26	the	the	DET
ajam-57	155	27	market	market	NOUN
ajam-57	155	28	.	.	PUNCT
ajam-57	156	1	according	accord	VERB
ajam-57	156	2	to	to	ADP
ajam-57	156	3	alene	alene	PROPN
ajam-57	156	4	et	et	PROPN
ajam-57	156	5	al	al	PROPN
ajam-57	156	6	.	.	PROPN
ajam-57	157	1	(	(	PUNCT
ajam-57	157	2	2008	2008	NUM
ajam-57	157	3	)	)	PUNCT
ajam-57	158	1	and	and	CCONJ
ajam-57	158	2	zingore	zingore	NOUN
ajam-57	158	3	et	et	PROPN
ajam-57	158	4	al	al	PROPN
ajam-57	158	5	.	.	PROPN
ajam-57	159	1	(	(	PUNCT
ajam-57	159	2	2007	2007	NUM
ajam-57	159	3	)	)	PUNCT
ajam-57	159	4	cattle	cattle	NOUN
ajam-57	159	5	ownership	ownership	NOUN
ajam-57	159	6	has	have	VERB
ajam-57	159	7	a	a	DET
ajam-57	159	8	wealth	wealth	NOUN
ajam-57	159	9	effect	effect	NOUN
ajam-57	159	10	,	,	PUNCT
ajam-57	159	11	in	in	SCONJ
ajam-57	159	12	that	that	SCONJ
ajam-57	159	13	those	those	DET
ajam-57	159	14	households	household	NOUN
ajam-57	159	15	who	who	PRON
ajam-57	159	16	own	own	VERB
ajam-57	159	17	animals	animal	NOUN
ajam-57	159	18	are	be	AUX
ajam-57	159	19	more	more	ADV
ajam-57	159	20	likely	likely	ADJ
ajam-57	159	21	to	to	PART
ajam-57	159	22	use	use	VERB
ajam-57	159	23	fertilizers	fertilizer	NOUN
ajam-57	159	24	than	than	ADP
ajam-57	159	25	those	those	PRON
ajam-57	159	26	without	without	ADP
ajam-57	159	27	.	.	PUNCT
ajam-57	160	1	the	the	DET
ajam-57	160	2	resource	resource	NOUN
ajam-57	160	3	endowed	endow	VERB
ajam-57	160	4	households	household	NOUN
ajam-57	160	5	are	be	AUX
ajam-57	160	6	also	also	ADV
ajam-57	160	7	more	more	ADV
ajam-57	160	8	likely	likely	ADJ
ajam-57	160	9	to	to	PART
ajam-57	160	10	have	have	VERB
ajam-57	160	11	cash	cash	NOUN
ajam-57	160	12	resources	resource	NOUN
ajam-57	160	13	to	to	PART
ajam-57	160	14	finance	finance	VERB
ajam-57	160	15	basal	basal	ADJ
ajam-57	160	16	fertilizer	fertilizer	NOUN
ajam-57	160	17	purchases	purchase	NOUN
ajam-57	160	18	,	,	PUNCT
ajam-57	160	19	inoculants	inoculant	NOUN
ajam-57	160	20	and	and	CCONJ
ajam-57	160	21	improved	improved	ADJ
ajam-57	160	22	soybeans	soybean	NOUN
ajam-57	160	23	germplasm	germplasm	NOUN
ajam-57	160	24	(	(	PUNCT
ajam-57	160	25	zingore	zingore	NOUN
ajam-57	160	26	et	et	PROPN
ajam-57	160	27	al	al	PROPN
ajam-57	160	28	.	.	PROPN
ajam-57	160	29	,	,	PUNCT
ajam-57	160	30	2007	2007	NUM
ajam-57	160	31	)	)	PUNCT
ajam-57	160	32	.	.	PUNCT
ajam-57	161	1	varia	varia	NOUN
ajam-57	161	2	(	(	PUNCT
ajam-57	161	3	2011	2011	NUM
ajam-57	161	4	)	)	PUNCT
ajam-57	161	5	,	,	PUNCT
ajam-57	161	6	notes	note	VERB
ajam-57	161	7	that	that	SCONJ
ajam-57	161	8	resource	resource	NOUN
ajam-57	161	9	constrained	constrain	VERB
ajam-57	161	10	smallholder	smallholder	NOUN
ajam-57	161	11	farmers	farmer	NOUN
ajam-57	161	12	lack	lack	VERB
ajam-57	161	13	access	access	NOUN
ajam-57	161	14	to	to	ADP
ajam-57	161	15	finance	finance	NOUN
ajam-57	161	16	,	,	PUNCT
ajam-57	161	17	give	give	VERB
ajam-57	161	18	less	less	ADJ
ajam-57	161	19	priority	priority	NOUN
ajam-57	161	20	to	to	ADP
ajam-57	161	21	their	their	PRON
ajam-57	161	22	non	non	ADJ
ajam-57	161	23	staple	staple	NOUN
ajam-57	161	24	crops	crop	NOUN
ajam-57	161	25	and	and	CCONJ
ajam-57	161	26	use	use	VERB
ajam-57	161	27	poor	poor	ADJ
ajam-57	161	28	agronomic	agronomic	ADJ
ajam-57	161	29	practices	practice	NOUN
ajam-57	161	30	.	.	PUNCT
ajam-57	162	1	the	the	DET
ajam-57	162	2	combined	combined	ADJ
ajam-57	162	3	effect	effect	NOUN
ajam-57	162	4	of	of	ADP
ajam-57	162	5	these	these	DET
ajam-57	162	6	factors	factor	NOUN
ajam-57	162	7	is	be	AUX
ajam-57	162	8	very	very	ADV
ajam-57	162	9	low	low	ADJ
ajam-57	162	10	yields	yield	NOUN
ajam-57	162	11	and	and	CCONJ
ajam-57	162	12	low	low	ADJ
ajam-57	162	13	market	market	NOUN
ajam-57	162	14	participation	participation	NOUN
ajam-57	162	15	compared	compare	VERB
ajam-57	162	16	to	to	ADP
ajam-57	162	17	the	the	DET
ajam-57	162	18	commercial	commercial	ADJ
ajam-57	162	19	farmers	farmer	NOUN
ajam-57	162	20	who	who	PRON
ajam-57	162	21	have	have	VERB
ajam-57	162	22	higher	high	ADJ
ajam-57	162	23	use	use	NOUN
ajam-57	162	24	of	of	ADP
ajam-57	162	25	herbicides	herbicide	NOUN
ajam-57	162	26	and	and	CCONJ
ajam-57	162	27	fertilizers	fertilizer	NOUN
ajam-57	162	28	.	.	PUNCT
ajam-57	163	1	we	we	PRON
ajam-57	163	2	thus	thus	ADV
ajam-57	163	3	expect	expect	VERB
ajam-57	163	4	a	a	DET
ajam-57	163	5	positive	positive	ADJ
ajam-57	163	6	relationship	relationship	NOUN
ajam-57	163	7	between	between	ADP
ajam-57	163	8	wealth	wealth	NOUN
ajam-57	163	9	(	(	PUNCT
ajam-57	163	10	resource	resource	NOUN
ajam-57	163	11	endowment	endowment	NOUN
ajam-57	163	12	)	)	PUNCT
ajam-57	163	13	and	and	CCONJ
ajam-57	163	14	intensity	intensity	NOUN
ajam-57	163	15	of	of	ADP
ajam-57	163	16	market	market	NOUN
ajam-57	163	17	participation	participation	NOUN
ajam-57	163	18	as	as	ADP
ajam-57	163	19	such	such	ADJ
ajam-57	163	20	households	household	NOUN
ajam-57	163	21	are	be	AUX
ajam-57	163	22	more	more	ADV
ajam-57	163	23	likely	likely	ADJ
ajam-57	163	24	to	to	PART
ajam-57	163	25	have	have	VERB
ajam-57	163	26	higher	high	ADJ
ajam-57	163	27	marketable	marketable	ADJ
ajam-57	163	28	surplus	surplus	NOUN
ajam-57	163	29	.	.	PUNCT
ajam-57	164	1	according	accord	VERB
ajam-57	164	2	to	to	ADP
ajam-57	164	3	alene	alene	PROPN
ajam-57	164	4	et	et	PROPN
ajam-57	164	5	al	al	PROPN
ajam-57	164	6	.	.	PROPN
ajam-57	165	1	(	(	PUNCT
ajam-57	165	2	2008	2008	NUM
ajam-57	165	3	)	)	PUNCT
ajam-57	165	4	,	,	PUNCT
ajam-57	165	5	access	access	NOUN
ajam-57	165	6	to	to	ADP
ajam-57	165	7	agricultural	agricultural	ADJ
ajam-57	165	8	extension	extension	NOUN
ajam-57	165	9	services	service	NOUN
ajam-57	165	10	enhances	enhance	VERB
ajam-57	165	11	market	market	NOUN
ajam-57	165	12	participation	participation	NOUN
ajam-57	165	13	and	and	CCONJ
ajam-57	165	14	marketable	marketable	ADJ
ajam-57	165	15	surplus	surplus	NOUN
ajam-57	165	16	as	as	SCONJ
ajam-57	165	17	agents	agent	NOUN
ajam-57	165	18	provide	provide	VERB
ajam-57	165	19	technical	technical	ADJ
ajam-57	165	20	assistance	assistance	NOUN
ajam-57	165	21	and	and	CCONJ
ajam-57	165	22	information	information	NOUN
ajam-57	165	23	on	on	ADP
ajam-57	165	24	improved	improved	ADJ
ajam-57	165	25	varieties	variety	NOUN
ajam-57	165	26	and	and	CCONJ
ajam-57	165	27	technologies	technology	NOUN
ajam-57	165	28	.	.	PUNCT
ajam-57	166	1	extension	extension	NOUN
ajam-57	166	2	agents	agent	NOUN
ajam-57	166	3	are	be	AUX
ajam-57	166	4	the	the	DET
ajam-57	166	5	information	information	NOUN
ajam-57	166	6	exchange	exchange	NOUN
ajam-57	166	7	platform	platform	NOUN
ajam-57	166	8	between	between	ADP
ajam-57	166	9	research	research	NOUN
ajam-57	166	10	and	and	CCONJ
ajam-57	166	11	farmers	farmer	NOUN
ajam-57	166	12	;	;	PUNCT
ajam-57	166	13	they	they	PRON
ajam-57	166	14	decode	decode	VERB
ajam-57	166	15	information	information	NOUN
ajam-57	166	16	from	from	ADP
ajam-57	166	17	researchers	researcher	NOUN
ajam-57	166	18	into	into	ADP
ajam-57	166	19	a	a	DET
ajam-57	166	20	format	format	NOUN
ajam-57	166	21	understandable	understandable	ADJ
ajam-57	166	22	by	by	ADP
ajam-57	166	23	farmers	farmer	NOUN
ajam-57	166	24	and	and	CCONJ
ajam-57	166	25	also	also	ADV
ajam-57	166	26	provide	provide	VERB
ajam-57	166	27	feedback	feedback	NOUN
ajam-57	166	28	to	to	ADP
ajam-57	166	29	the	the	DET
ajam-57	166	30	researchers	researcher	NOUN
ajam-57	166	31	.	.	PUNCT
ajam-57	167	1	these	these	DET
ajam-57	167	2	results	result	NOUN
ajam-57	167	3	were	be	AUX
ajam-57	167	4	also	also	ADV
ajam-57	167	5	observed	observe	VERB
ajam-57	167	6	by	by	ADP
ajam-57	167	7	siziba	siziba	NOUN
ajam-57	167	8	et	et	PROPN
ajam-57	167	9	al	al	PROPN
ajam-57	167	10	.	.	PROPN
ajam-57	168	1	(	(	PUNCT
ajam-57	168	2	2011	2011	NUM
ajam-57	168	3	)	)	PUNCT
ajam-57	168	4	,	,	PUNCT
ajam-57	168	5	who	who	PRON
ajam-57	168	6	noted	note	VERB
ajam-57	168	7	that	that	SCONJ
ajam-57	168	8	access	access	NOUN
ajam-57	168	9	to	to	ADP
ajam-57	168	10	extension	extension	NOUN
ajam-57	168	11	services	service	NOUN
ajam-57	168	12	reduces	reduce	VERB
ajam-57	168	13	farmers	farmer	NOUN
ajam-57	168	14	risk	risk	NOUN
ajam-57	168	15	perceptions	perception	NOUN
ajam-57	168	16	and	and	CCONJ
ajam-57	168	17	thus	thus	ADV
ajam-57	168	18	improve	improve	VERB
ajam-57	168	19	market	market	NOUN
ajam-57	168	20	participation	participation	NOUN
ajam-57	168	21	.	.	PUNCT
ajam-57	169	1	w	w	X
ajam-57	169	2	e	e	NOUN
ajam-57	169	3	thus	thus	ADV
ajam-57	169	4	expect	expect	VERB
ajam-57	169	5	a	a	DET
ajam-57	169	6	positive	positive	ADJ
ajam-57	169	7	relationship	relationship	NOUN
ajam-57	169	8	between	between	ADP
ajam-57	169	9	access	access	NOUN
ajam-57	169	10	to	to	ADP
ajam-57	169	11	extension	extension	NOUN
ajam-57	169	12	services	service	NOUN
ajam-57	169	13	and	and	CCONJ
ajam-57	169	14	market	market	NOUN
ajam-57	169	15	participation	participation	NOUN
ajam-57	169	16	in	in	ADP
ajam-57	169	17	soybean	soybean	NOUN
ajam-57	169	18	markets	market	NOUN
ajam-57	169	19	.	.	PUNCT
ajam-57	170	1	results	result	NOUN
ajam-57	170	2	and	and	CCONJ
ajam-57	170	3	discussion	discussion	NOUN
ajam-57	170	4	sample	sample	NOUN
ajam-57	170	5	characterization	characterization	NOUN
ajam-57	170	6	the	the	DET
ajam-57	170	7	household	household	NOUN
ajam-57	170	8	survey	survey	NOUN
ajam-57	170	9	results	result	NOUN
ajam-57	170	10	in	in	ADP
ajam-57	170	11	table	table	NOUN
ajam-57	170	12	2	2	NUM
ajam-57	170	13	show	show	VERB
ajam-57	170	14	that	that	SCONJ
ajam-57	170	15	only	only	ADV
ajam-57	170	16	28.88	28.88	NUM
ajam-57	170	17	%	%	NOUN
ajam-57	170	18	(	(	PUNCT
ajam-57	170	19	54	54	NUM
ajam-57	170	20	out	out	ADP
ajam-57	170	21	of	of	ADP
ajam-57	170	22	187	187	NUM
ajam-57	170	23	farmers	farmer	NOUN
ajam-57	170	24	)	)	PUNCT
ajam-57	170	25	of	of	ADP
ajam-57	170	26	the	the	DET
ajam-57	170	27	sampled	sample	VERB
ajam-57	170	28	households	household	NOUN
ajam-57	170	29	participated	participate	VERB
ajam-57	170	30	in	in	ADP
ajam-57	170	31	the	the	DET
ajam-57	170	32	soybean	soybean	NOUN
ajam-57	170	33	market	market	NOUN
ajam-57	170	34	.	.	PUNCT
ajam-57	171	1	the	the	DET
ajam-57	171	2	average	average	ADJ
ajam-57	171	3	marketable	marketable	ADJ
ajam-57	171	4	surplus	surplus	NOUN
ajam-57	171	5	for	for	ADP
ajam-57	171	6	households	household	NOUN
ajam-57	171	7	that	that	PRON
ajam-57	171	8	participated	participate	VERB
ajam-57	171	9	in	in	ADP
ajam-57	171	10	the	the	DET
ajam-57	171	11	soybean	soybean	NOUN
ajam-57	171	12	market	market	NOUN
ajam-57	171	13	is	be	AUX
ajam-57	171	14	211.26	211.26	NUM
ajam-57	171	15	kg	kg	NOUN
ajam-57	171	16	.	.	PUNCT
ajam-57	172	1	these	these	DET
ajam-57	172	2	results	result	NOUN
ajam-57	172	3	are	be	AUX
ajam-57	172	4	consistent	consistent	ADJ
ajam-57	172	5	with	with	ADP
ajam-57	172	6	findings	finding	NOUN
ajam-57	172	7	by	by	ADP
ajam-57	172	8	ojiem	ojiem	PROPN
ajam-57	172	9	et	et	PROPN
ajam-57	172	10	al	al	PROPN
ajam-57	172	11	.	.	PROPN
ajam-57	173	1	(	(	PUNCT
ajam-57	173	2	2007	2007	NUM
ajam-57	173	3	)	)	PUNCT
ajam-57	173	4	and	and	CCONJ
ajam-57	173	5	giller	giller	PROPN
ajam-57	173	6	et	et	PROPN
ajam-57	173	7	al	al	PROPN
ajam-57	173	8	.	.	PROPN
ajam-57	174	1	(	(	PUNCT
ajam-57	174	2	2006	2006	NUM
ajam-57	174	3	)	)	PUNCT
ajam-57	174	4	who	who	PRON
ajam-57	174	5	note	note	VERB
ajam-57	174	6	that	that	SCONJ
ajam-57	174	7	soybean	soybean	NOUN
ajam-57	174	8	output	output	NOUN
ajam-57	174	9	is	be	AUX
ajam-57	174	10	very	very	ADV
ajam-57	174	11	low	low	ADJ
ajam-57	174	12	in	in	ADP
ajam-57	174	13	smallholder	smallholder	NOUN
ajam-57	174	14	farming	farming	NOUN
ajam-57	174	15	communities	community	NOUN
ajam-57	174	16	largely	largely	ADV
ajam-57	174	17	because	because	SCONJ
ajam-57	174	18	farmers	farmer	NOUN
ajam-57	174	19	apportion	apportion	VERB
ajam-57	174	20	at	at	ADP
ajam-57	174	21	most	most	ADV
ajam-57	174	22	5	5	NUM
ajam-57	174	23	%	%	NOUN
ajam-57	174	24	of	of	ADP
ajam-57	174	25	their	their	PRON
ajam-57	174	26	land	land	NOUN
ajam-57	174	27	to	to	ADP
ajam-57	174	28	legumes	legume	NOUN
ajam-57	174	29	and	and	CCONJ
ajam-57	174	30	do	do	AUX
ajam-57	174	31	not	not	PART
ajam-57	174	32	fertilize	fertilize	VERB
ajam-57	174	33	them	they	PRON
ajam-57	174	34	leading	lead	VERB
ajam-57	174	35	to	to	ADP
ajam-57	174	36	low	low	ADJ
ajam-57	174	37	yields	yield	NOUN
ajam-57	174	38	.	.	PUNCT
ajam-57	175	1	the	the	DET
ajam-57	175	2	low	low	ADJ
ajam-57	175	3	levels	level	NOUN
ajam-57	175	4	of	of	ADP
ajam-57	175	5	marketable	marketable	ADJ
ajam-57	175	6	surplus	surplus	NOUN
ajam-57	175	7	could	could	AUX
ajam-57	175	8	also	also	ADV
ajam-57	175	9	be	be	AUX
ajam-57	175	10	a	a	DET
ajam-57	175	11	table	table	NOUN
ajam-57	175	12	2	2	NUM
ajam-57	175	13	.	.	PUNCT
ajam-57	175	14	description	description	NOUN
ajam-57	175	15	of	of	ADP
ajam-57	175	16	sample	sample	NOUN
ajam-57	175	17	household	household	NOUN
ajam-57	175	18	and	and	CCONJ
ajam-57	175	19	socioeconomic	socioeconomic	ADJ
ajam-57	175	20	characteristics	characteristic	NOUN
ajam-57	175	21	.	.	PUNCT
ajam-57	176	1	parameter	parameter	NOUN
ajam-57	176	2	market	market	NOUN
ajam-57	176	3	participants	participant	NOUN
ajam-57	176	4	non	non	VERB
ajam-57	176	5	market	market	NOUN
ajam-57	176	6	participants	participant	NOUN
ajam-57	176	7	p	p	NOUN
ajam-57	176	8	-	-	PUNCT
ajam-57	176	9	values	value	NOUN
ajam-57	176	10	sample	sample	NOUN
ajam-57	176	11	n	n	CCONJ
ajam-57	176	12	(	(	PUNCT
ajam-57	176	13	prop	prop	PROPN
ajam-57	176	14	)	)	PUNCT
ajam-57	176	15	54	54	NUM
ajam-57	176	16	(	(	PUNCT
ajam-57	176	17	28.88	28.88	NUM
ajam-57	176	18	)	)	PUNCT
ajam-57	176	19	133	133	NUM
ajam-57	176	20	(	(	PUNCT
ajam-57	176	21	71.12	71.12	NUM
ajam-57	176	22	)	)	PUNCT
ajam-57	176	23	head	head	NOUN
ajam-57	176	24	age	age	NOUN
ajam-57	176	25	(	(	PUNCT
ajam-57	176	26	years	year	NOUN
ajam-57	176	27	)	)	PUNCT
ajam-57	176	28	43.76(12.96	43.76(12.96	NUM
ajam-57	176	29	)	)	PUNCT
ajam-57	176	30	50.43(16.60	50.43(16.60	NUM
ajam-57	176	31	)	)	PUNCT
ajam-57	176	32	0.0089	0.0089	NUM
ajam-57	176	33	household	household	NOUN
ajam-57	176	34	size	size	NOUN
ajam-57	176	35	5.33(3.16	5.33(3.16	NUM
ajam-57	176	36	)	)	PUNCT
ajam-57	176	37	5.18(2.77	5.18(2.77	NUM
ajam-57	176	38	)	)	PUNCT
ajam-57	176	39	0.7433	0.7433	NUM
ajam-57	176	40	head	head	NOUN
ajam-57	176	41	education	education	NOUN
ajam-57	176	42	(	(	PUNCT
ajam-57	176	43	%	%	INTJ
ajam-57	176	44	prop	prop	NOUN
ajam-57	176	45	with	with	ADP
ajam-57	176	46	secondary	secondary	ADJ
ajam-57	176	47	)	)	PUNCT
ajam-57	176	48	59.26(0.50	59.26(0.50	NUM
ajam-57	176	49	)	)	PUNCT
ajam-57	176	50	46.62(0.50	46.62(0.50	NUM
ajam-57	176	51	)	)	PUNCT
ajam-57	176	52	0.1184	0.1184	NUM
ajam-57	176	53	farming	farming	NOUN
ajam-57	176	54	experience	experience	NOUN
ajam-57	176	55	(	(	PUNCT
ajam-57	176	56	no	no	INTJ
ajam-57	176	57	.	.	NOUN
ajam-57	176	58	of	of	ADP
ajam-57	176	59	years	year	NOUN
ajam-57	176	60	)	)	PUNCT
ajam-57	176	61	15.13(11.94	15.13(11.94	NUM
ajam-57	176	62	)	)	PUNCT
ajam-57	176	63	20.42(15.51	20.42(15.51	NUM
ajam-57	176	64	)	)	PUNCT
ajam-57	176	65	0.0257	0.0257	NUM
ajam-57	176	66	gender	gender	NOUN
ajam-57	176	67	(	(	PUNCT
ajam-57	176	68	%	%	INTJ
ajam-57	176	69	prop	prop	NOUN
ajam-57	176	70	of	of	ADP
ajam-57	176	71	male	male	NOUN
ajam-57	176	72	)	)	PUNCT
ajam-57	176	73	75.93(0.43	75.93(0.43	NOUN
ajam-57	176	74	)	)	PUNCT
ajam-57	176	75	79.7(0.40	79.7(0.40	NUM
ajam-57	176	76	)	)	PUNCT
ajam-57	176	77	0.5709	0.5709	NUM
ajam-57	176	78	own	own	ADJ
ajam-57	176	79	mobile	mobile	ADJ
ajam-57	176	80	phone	phone	NOUN
ajam-57	176	81	(	(	PUNCT
ajam-57	176	82	%	%	INTJ
ajam-57	176	83	prop	prop	NOUN
ajam-57	176	84	)	)	PUNCT
ajam-57	176	85	68.52(0.47	68.52(0.47	NUM
ajam-57	176	86	)	)	PUNCT
ajam-57	176	87	63.91(0.48	63.91(0.48	NUM
ajam-57	176	88	)	)	PUNCT
ajam-57	176	89	0.5511	0.5511	NUM
ajam-57	176	90	own	own	ADJ
ajam-57	176	91	radio	radio	NOUN
ajam-57	176	92	(	(	PUNCT
ajam-57	176	93	%	%	NOUN
ajam-57	176	94	prop	prop	NOUN
ajam-57	176	95	)	)	PUNCT
ajam-57	176	96	68.52(0.47	68.52(0.47	NUM
ajam-57	176	97	)	)	PUNCT
ajam-57	176	98	52.63(0.50	52.63(0.50	NUM
ajam-57	176	99	)	)	PUNCT
ajam-57	176	100	0.0469	0.0469	NUM
ajam-57	176	101	number	number	NOUN
ajam-57	176	102	of	of	ADP
ajam-57	176	103	cattle	cattle	NOUN
ajam-57	176	104	owned	own	VERB
ajam-57	176	105	2.35(3.46	2.35(3.46	NUM
ajam-57	176	106	)	)	PUNCT
ajam-57	176	107	2.35(3.61	2.35(3.61	NUM
ajam-57	176	108	)	)	PUNCT
ajam-57	176	109	0.0027	0.0027	NUM
ajam-57	176	110	result	result	NOUN
ajam-57	176	111	of	of	ADP
ajam-57	176	112	low	low	ADJ
ajam-57	176	113	input	input	NOUN
ajam-57	176	114	usage	usage	NOUN
ajam-57	176	115	and	and	CCONJ
ajam-57	176	116	the	the	DET
ajam-57	176	117	substitution	substitution	NOUN
ajam-57	176	118	of	of	ADP
ajam-57	176	119	commercial	commercial	ADJ
ajam-57	176	120	high	high	ADJ
ajam-57	176	121	value	value	NOUN
ajam-57	176	122	varieties	variety	NOUN
ajam-57	176	123	with	with	ADP
ajam-57	176	124	low	low	ADJ
ajam-57	176	125	yielding	yield	VERB
ajam-57	176	126	locally	locally	ADV
ajam-57	176	127	available	available	ADJ
ajam-57	176	128	varieties	variety	NOUN
ajam-57	176	129	.	.	PUNCT
ajam-57	177	1	the	the	DET
ajam-57	177	2	results	result	NOUN
ajam-57	177	3	show	show	VERB
ajam-57	177	4	that	that	SCONJ
ajam-57	177	5	the	the	DET
ajam-57	177	6	average	average	ADJ
ajam-57	177	7	household	household	NOUN
ajam-57	177	8	head	head	NOUN
ajam-57	177	9	for	for	ADP
ajam-57	177	10	market	market	NOUN
ajam-57	177	11	participating	participate	VERB
ajam-57	177	12	households	household	NOUN
ajam-57	177	13	(	(	PUNCT
ajam-57	177	14	43.76	43.76	NUM
ajam-57	177	15	)	)	PUNCT
ajam-57	177	16	is	be	AUX
ajam-57	177	17	significantly	significantly	ADV
ajam-57	177	18	lower	low	ADJ
ajam-57	177	19	with	with	ADP
ajam-57	177	20	a	a	DET
ajam-57	177	21	standard	standard	ADJ
ajam-57	177	22	deviation	deviation	NOUN
ajam-57	177	23	of	of	ADP
ajam-57	177	24	19.96	19.96	NUM
ajam-57	177	25	than	than	ADP
ajam-57	177	26	that	that	PRON
ajam-57	177	27	of	of	ADP
ajam-57	177	28	non	non	ADJ
ajam-57	177	29	-	-	ADJ
ajam-57	177	30	participating	participating	ADJ
ajam-57	177	31	households	household	NOUN
ajam-57	177	32	(	(	PUNCT
ajam-57	177	33	50.43	50.43	NUM
ajam-57	177	34	)	)	PUNCT
ajam-57	177	35	that	that	PRON
ajam-57	177	36	has	have	VERB
ajam-57	177	37	a	a	DET
ajam-57	177	38	standard	standard	ADJ
ajam-57	177	39	deviation	deviation	NOUN
ajam-57	177	40	of	of	ADP
ajam-57	177	41	16.60	16.60	NUM
ajam-57	177	42	and	and	CCONJ
ajam-57	177	43	this	this	PRON
ajam-57	177	44	is	be	AUX
ajam-57	177	45	significant	significant	ADJ
ajam-57	177	46	at	at	ADP
ajam-57	177	47	1	1	NUM
ajam-57	177	48	%	%	NOUN
ajam-57	177	49	level	level	NOUN
ajam-57	177	50	of	of	ADP
ajam-57	177	51	significance	significance	NOUN
ajam-57	177	52	.	.	PUNCT
ajam-57	178	1	the	the	DET
ajam-57	178	2	probability	probability	NOUN
ajam-57	178	3	of	of	ADP
ajam-57	178	4	younger	young	ADJ
ajam-57	178	5	farmers	farmer	NOUN
ajam-57	178	6	to	to	PART
ajam-57	178	7	participate	participate	VERB
ajam-57	178	8	in	in	ADP
ajam-57	178	9	soybean	soybean	NOUN
ajam-57	178	10	market	market	NOUN
ajam-57	178	11	is	be	AUX
ajam-57	178	12	higher	high	ADJ
ajam-57	178	13	than	than	ADP
ajam-57	178	14	that	that	PRON
ajam-57	178	15	of	of	ADP
ajam-57	178	16	older	old	ADJ
ajam-57	178	17	farmers	farmer	NOUN
ajam-57	178	18	.	.	PUNCT
ajam-57	179	1	the	the	DET
ajam-57	179	2	results	result	NOUN
ajam-57	179	3	from	from	ADP
ajam-57	179	4	the	the	DET
ajam-57	179	5	survey	survey	NOUN
ajam-57	179	6	show	show	VERB
ajam-57	179	7	that	that	SCONJ
ajam-57	179	8	amongst	amongst	ADP
ajam-57	179	9	the	the	DET
ajam-57	179	10	market	market	NOUN
ajam-57	179	11	participating	participate	VERB
ajam-57	179	12	households	household	NOUN
ajam-57	179	13	,	,	PUNCT
ajam-57	179	14	75.93	75.93	NUM
ajam-57	179	15	%	%	NOUN
ajam-57	179	16	are	be	AUX
ajam-57	179	17	male	male	ADJ
ajam-57	179	18	headed	head	VERB
ajam-57	179	19	while	while	SCONJ
ajam-57	179	20	79.70	79.70	NUM
ajam-57	179	21	%	%	NOUN
ajam-57	179	22	of	of	ADP
ajam-57	179	23	the	the	DET
ajam-57	179	24	non	non	ADJ
ajam-57	179	25	-	-	ADJ
ajam-57	179	26	market	market	ADJ
ajam-57	179	27	participating	participate	VERB
ajam-57	179	28	households	household	NOUN
ajam-57	179	29	are	be	AUX
ajam-57	179	30	male	male	ADJ
ajam-57	179	31	headed	head	VERB
ajam-57	179	32	.	.	PUNCT
ajam-57	180	1	since	since	SCONJ
ajam-57	180	2	the	the	DET
ajam-57	180	3	p	p	NOUN
ajam-57	180	4	-	-	PUNCT
ajam-57	180	5	value	value	NOUN
ajam-57	180	6	is	be	AUX
ajam-57	180	7	0.5709	0.5709	NUM
ajam-57	180	8	,	,	PUNCT
ajam-57	180	9	there	there	PRON
ajam-57	180	10	is	be	VERB
ajam-57	180	11	thus	thus	ADV
ajam-57	180	12	no	no	DET
ajam-57	180	13	statistically	statistically	ADV
ajam-57	180	14	significant	significant	ADJ
ajam-57	180	15	difference	difference	NOUN
ajam-57	180	16	between	between	ADP
ajam-57	180	17	the	the	DET
ajam-57	180	18	two	two	NUM
ajam-57	180	19	groups	group	NOUN
ajam-57	180	20	of	of	ADP
ajam-57	180	21	soybean	soybean	NOUN
ajam-57	180	22	farmers	farmer	NOUN
ajam-57	180	23	.	.	PUNCT
ajam-57	181	1	results	result	NOUN
ajam-57	181	2	for	for	ADP
ajam-57	181	3	the	the	DET
ajam-57	181	4	average	average	ADJ
ajam-57	181	5	household	household	NOUN
ajam-57	181	6	sizes	size	NOUN
ajam-57	181	7	show	show	VERB
ajam-57	181	8	that	that	SCONJ
ajam-57	181	9	the	the	DET
ajam-57	181	10	mean	mean	ADJ
ajam-57	181	11	household	household	NOUN
ajam-57	181	12	size	size	NOUN
ajam-57	181	13	for	for	ADP
ajam-57	181	14	market	market	NOUN
ajam-57	181	15	participants	participant	NOUN
ajam-57	181	16	is	be	AUX
ajam-57	181	17	5.33	5.33	NUM
ajam-57	181	18	with	with	ADP
ajam-57	181	19	a	a	DET
ajam-57	181	20	standard	standard	ADJ
ajam-57	181	21	deviation	deviation	NOUN
ajam-57	181	22	of	of	ADP
ajam-57	181	23	3.16	3.16	NUM
ajam-57	181	24	while	while	SCONJ
ajam-57	181	25	that	that	PRON
ajam-57	181	26	for	for	ADP
ajam-57	181	27	non	non	ADJ
ajam-57	181	28	-	-	ADJ
ajam-57	181	29	market	market	ADJ
ajam-57	181	30	participants	participant	NOUN
ajam-57	181	31	is	be	AUX
ajam-57	181	32	5.18	5.18	NUM
ajam-57	181	33	with	with	ADP
ajam-57	181	34	a	a	DET
ajam-57	181	35	standard	standard	ADJ
ajam-57	181	36	deviation	deviation	NOUN
ajam-57	181	37	of	of	ADP
ajam-57	181	38	2.77	2.77	NUM
ajam-57	181	39	.	.	PUNCT
ajam-57	182	1	although	although	SCONJ
ajam-57	182	2	the	the	DET
ajam-57	182	3	household	household	NOUN
ajam-57	182	4	sizes	size	NOUN
ajam-57	182	5	were	be	AUX
ajam-57	182	6	slightly	slightly	ADV
ajam-57	182	7	lower	low	ADJ
ajam-57	182	8	than	than	ADP
ajam-57	182	9	the	the	DET
ajam-57	182	10	national	national	ADJ
ajam-57	182	11	average	average	ADJ
ajam-57	182	12	household	household	NOUN
ajam-57	182	13	size	size	NOUN
ajam-57	182	14	of	of	ADP
ajam-57	182	15	six	six	NUM
ajam-57	182	16	,	,	PUNCT
ajam-57	182	17	the	the	DET
ajam-57	182	18	p	p	NOUN
ajam-57	182	19	-	-	PUNCT
ajam-57	182	20	value	value	NOUN
ajam-57	182	21	of	of	ADP
ajam-57	182	22	0.7433	0.7433	NUM
ajam-57	182	23	indicates	indicate	VERB
ajam-57	182	24	that	that	SCONJ
ajam-57	182	25	there	there	PRON
ajam-57	182	26	were	be	VERB
ajam-57	182	27	no	no	DET
ajam-57	182	28	significant	significant	ADJ
ajam-57	182	29	differences	difference	NOUN
ajam-57	182	30	in	in	ADP
ajam-57	182	31	household	household	NOUN
ajam-57	182	32	sizes	size	NOUN
ajam-57	182	33	between	between	ADP
ajam-57	182	34	the	the	DET
ajam-57	182	35	market	market	NOUN
ajam-57	182	36	participating	participate	VERB
ajam-57	182	37	and	and	CCONJ
ajam-57	182	38	non	non	ADJ
ajam-57	182	39	-	-	ADJ
ajam-57	182	40	market	market	ADJ
ajam-57	182	41	participating	participate	VERB
ajam-57	182	42	farmers	farmer	NOUN
ajam-57	182	43	.	.	PUNCT
ajam-57	183	1	in	in	ADP
ajam-57	183	2	terms	term	NOUN
ajam-57	183	3	of	of	ADP
ajam-57	183	4	farming	farming	NOUN
ajam-57	183	5	experience	experience	NOUN
ajam-57	183	6	,	,	PUNCT
ajam-57	183	7	there	there	PRON
ajam-57	183	8	were	be	VERB
ajam-57	183	9	statistically	statistically	ADV
ajam-57	183	10	significant	significant	ADJ
ajam-57	183	11	differences	difference	NOUN
ajam-57	183	12	observed	observe	VERB
ajam-57	183	13	between	between	ADP
ajam-57	183	14	soybean	soybean	NOUN
ajam-57	183	15	market	market	NOUN
ajam-57	183	16	participating	participate	VERB
ajam-57	183	17	households	household	NOUN
ajam-57	183	18	and	and	CCONJ
ajam-57	183	19	the	the	DET
ajam-57	183	20	non	non	ADJ
ajam-57	183	21	-	-	ADJ
ajam-57	183	22	market	market	ADJ
ajam-57	183	23	participants	participant	NOUN
ajam-57	183	24	at	at	ADP
ajam-57	183	25	5	5	NUM
ajam-57	183	26	%	%	NOUN
ajam-57	183	27	level	level	NOUN
ajam-57	183	28	of	of	ADP
ajam-57	183	29	significance	significance	NOUN
ajam-57	183	30	.	.	PUNCT
ajam-57	184	1	households	household	NOUN
ajam-57	184	2	that	that	PRON
ajam-57	184	3	participated	participate	VERB
ajam-57	184	4	in	in	ADP
ajam-57	184	5	the	the	DET
ajam-57	184	6	soybean	soybean	NOUN
ajam-57	184	7	market	market	NOUN
ajam-57	184	8	on	on	ADP
ajam-57	184	9	average	average	ADJ
ajam-57	184	10	had	have	VERB
ajam-57	184	11	15	15	NUM
ajam-57	184	12	years	year	NOUN
ajam-57	184	13	of	of	ADP
ajam-57	184	14	farming	farming	NOUN
ajam-57	184	15	experience	experience	NOUN
ajam-57	184	16	compared	compare	VERB
ajam-57	184	17	to	to	ADP
ajam-57	184	18	their	their	PRON
ajam-57	184	19	counterparts	counterpart	NOUN
ajam-57	184	20	with	with	ADP
ajam-57	184	21	over	over	ADP
ajam-57	184	22	20	20	NUM
ajam-57	184	23	years	year	NOUN
ajam-57	184	24	.	.	PUNCT
ajam-57	185	1	the	the	DET
ajam-57	185	2	2	2	NUM
ajam-57	185	3	sided	side	VERB
ajam-57	185	4	t	t	PROPN
ajam-57	185	5	test	test	NOUN
ajam-57	185	6	results	result	NOUN
ajam-57	185	7	show	show	VERB
ajam-57	185	8	that	that	SCONJ
ajam-57	185	9	the	the	DET
ajam-57	185	10	difference	difference	NOUN
ajam-57	185	11	in	in	ADP
ajam-57	185	12	farming	farming	NOUN
ajam-57	185	13	experience	experience	NOUN
ajam-57	185	14	is	be	AUX
ajam-57	185	15	statistically	statistically	ADV
ajam-57	185	16	significant	significant	ADJ
ajam-57	185	17	at	at	ADP
ajam-57	185	18	5	5	NUM
ajam-57	185	19	%	%	NOUN
ajam-57	185	20	level	level	NOUN
ajam-57	185	21	of	of	ADP
ajam-57	185	22	significance	significance	NOUN
ajam-57	185	23	.	.	PUNCT
ajam-57	186	1	this	this	PRON
ajam-57	186	2	implies	imply	VERB
ajam-57	186	3	that	that	SCONJ
ajam-57	186	4	the	the	DET
ajam-57	186	5	probability	probability	NOUN
ajam-57	186	6	of	of	ADP
ajam-57	186	7	less	less	ADV
ajam-57	186	8	experienced	experienced	ADJ
ajam-57	186	9	to	to	ADP
ajam-57	186	10	market	market	NOUN
ajam-57	186	11	soybean	soybean	NOUN
ajam-57	186	12	is	be	AUX
ajam-57	186	13	very	very	ADV
ajam-57	186	14	high	high	ADJ
ajam-57	186	15	.	.	PUNCT
ajam-57	187	1	the	the	DET
ajam-57	187	2	results	result	NOUN
ajam-57	187	3	also	also	ADV
ajam-57	187	4	show	show	VERB
ajam-57	187	5	that	that	SCONJ
ajam-57	187	6	68.51	68.51	NUM
ajam-57	187	7	%	%	NOUN
ajam-57	187	8	(	(	PUNCT
ajam-57	187	9	standard	standard	ADJ
ajam-57	187	10	deviation	deviation	NOUN
ajam-57	187	11	0.47	0.47	NUM
ajam-57	187	12	)	)	PUNCT
ajam-57	187	13	households	household	NOUN
ajam-57	187	14	who	who	PRON
ajam-57	187	15	participated	participate	VERB
ajam-57	187	16	in	in	ADP
ajam-57	187	17	the	the	DET
ajam-57	187	18	soybean	soybean	NOUN
ajam-57	187	19	market	market	NOUN
ajam-57	187	20	owned	own	VERB
ajam-57	187	21	radios	radio	NOUN
ajam-57	187	22	while	while	SCONJ
ajam-57	187	23	52.63	52.63	NUM
ajam-57	187	24	%	%	NOUN
ajam-57	187	25	(	(	PUNCT
ajam-57	187	26	standard	standard	ADJ
ajam-57	187	27	deviation	deviation	NOUN
ajam-57	187	28	0.50	0.50	NUM
ajam-57	187	29	)	)	PUNCT
ajam-57	187	30	amongst	amongst	ADP
ajam-57	187	31	non	non	ADJ
ajam-57	187	32	-	-	ADJ
ajam-57	187	33	market	market	ADJ
ajam-57	187	34	participants	participant	NOUN
ajam-57	187	35	owned	own	VERB
ajam-57	187	36	radios	radio	NOUN
ajam-57	187	37	.	.	PUNCT
ajam-57	188	1	since	since	SCONJ
ajam-57	188	2	the	the	DET
ajam-57	188	3	p	p	NOUN
ajam-57	188	4	-	-	PUNCT
ajam-57	188	5	value	value	NOUN
ajam-57	188	6	is	be	AUX
ajam-57	188	7	0.0469	0.0469	NUM
ajam-57	188	8	,	,	PUNCT
ajam-57	188	9	we	we	PRON
ajam-57	188	10	observed	observe	VERB
ajam-57	188	11	significant	significant	ADJ
ajam-57	188	12	differences	difference	NOUN
ajam-57	188	13	between	between	ADP
ajam-57	188	14	the	the	DET
ajam-57	188	15	two	two	NUM
ajam-57	188	16	groups	group	NOUN
ajam-57	188	17	at	at	ADP
ajam-57	188	18	5	5	NUM
ajam-57	188	19	%	%	NOUN
ajam-57	188	20	level	level	NOUN
ajam-57	188	21	of	of	ADP
ajam-57	188	22	significance	significance	NOUN
ajam-57	188	23	.	.	PUNCT
ajam-57	189	1	this	this	PRON
ajam-57	189	2	means	mean	VERB
ajam-57	189	3	that	that	SCONJ
ajam-57	189	4	ownership	ownership	NOUN
ajam-57	189	5	of	of	ADP
ajam-57	189	6	radios	radio	NOUN
ajam-57	189	7	is	be	AUX
ajam-57	189	8	common	common	ADJ
ajam-57	189	9	among	among	ADP
ajam-57	189	10	market	market	NOUN
ajam-57	189	11	participating	participate	VERB
ajam-57	189	12	households	household	NOUN
ajam-57	189	13	than	than	ADP
ajam-57	189	14	non	non	ADJ
ajam-57	189	15	-	-	ADJ
ajam-57	189	16	market	market	ADJ
ajam-57	189	17	participating	participate	VERB
ajam-57	189	18	households	household	NOUN
ajam-57	189	19	.	.	PUNCT
ajam-57	190	1	as	as	ADP
ajam-57	190	2	such	such	ADJ
ajam-57	190	3	,	,	PUNCT
ajam-57	190	4	owning	own	VERB
ajam-57	190	5	a	a	DET
ajam-57	190	6	radio	radio	NOUN
ajam-57	190	7	increases	increase	VERB
ajam-57	190	8	the	the	DET
ajam-57	190	9	probability	probability	NOUN
ajam-57	190	10	of	of	ADP
ajam-57	190	11	marketing	marketing	NOUN
ajam-57	190	12	soybeans	soybean	NOUN
ajam-57	190	13	.	.	PUNCT
ajam-57	191	1	although	although	SCONJ
ajam-57	191	2	,	,	PUNCT
ajam-57	191	3	we	we	PRON
ajam-57	191	4	estimated	estimate	VERB
ajam-57	191	5	that	that	SCONJ
ajam-57	191	6	68.5	68.5	NUM
ajam-57	191	7	%	%	NOUN
ajam-57	191	8	of	of	ADP
ajam-57	191	9	the	the	DET
ajam-57	191	10	soybean	soybean	NOUN
ajam-57	191	11	market	market	NOUN
ajam-57	191	12	participating	participate	VERB
ajam-57	191	13	households	household	NOUN
ajam-57	191	14	owned	own	VERB
ajam-57	191	15	cellphones	cellphone	NOUN
ajam-57	191	16	with	with	ADP
ajam-57	191	17	a	a	DET
ajam-57	191	18	standard	standard	ADJ
ajam-57	191	19	deviation	deviation	NOUN
ajam-57	191	20	of	of	ADP
ajam-57	191	21	0.47	0.47	NUM
ajam-57	191	22	compared	compare	VERB
ajam-57	191	23	to	to	ADP
ajam-57	191	24	65	65	NUM
ajam-57	191	25	%	%	NOUN
ajam-57	191	26	with	with	ADP
ajam-57	191	27	a	a	DET
ajam-57	191	28	standard	standard	ADJ
ajam-57	191	29	deviation	deviation	NOUN
ajam-57	191	30	of	of	ADP
ajam-57	191	31	0.48	0.48	NUM
ajam-57	191	32	for	for	ADP
ajam-57	191	33	non	non	ADJ
ajam-57	191	34	-	-	ADJ
ajam-57	191	35	participating	participate	VERB
ajam-57	191	36	households	household	NOUN
ajam-57	191	37	;	;	PUNCT
ajam-57	191	38	the	the	DET
ajam-57	191	39	p	p	NOUN
ajam-57	191	40	-	-	PUNCT
ajam-57	191	41	value	value	NOUN
ajam-57	191	42	of	of	ADP
ajam-57	191	43	0.5511	0.5511	NUM
ajam-57	191	44	shows	show	VERB
ajam-57	191	45	that	that	SCONJ
ajam-57	191	46	there	there	PRON
ajam-57	191	47	were	be	VERB
ajam-57	191	48	no	no	DET
ajam-57	191	49	statistically	statistically	ADV
ajam-57	191	50	significant	significant	ADJ
ajam-57	191	51	differences	difference	NOUN
ajam-57	191	52	in	in	ADP
ajam-57	191	53	the	the	DET
ajam-57	191	54	proportions	proportion	NOUN
ajam-57	191	55	.	.	PUNCT
ajam-57	192	1	this	this	PRON
ajam-57	192	2	suggests	suggest	VERB
ajam-57	192	3	that	that	SCONJ
ajam-57	192	4	cellphone	cellphone	NOUN
ajam-57	192	5	ownership	ownership	NOUN
ajam-57	192	6	is	be	AUX
ajam-57	192	7	not	not	PART
ajam-57	192	8	a	a	DET
ajam-57	192	9	determinant	determinant	NOUN
ajam-57	192	10	of	of	ADP
ajam-57	192	11	soybean	soybean	NOUN
ajam-57	192	12	market	market	NOUN
ajam-57	192	13	participation	participation	NOUN
ajam-57	192	14	among	among	ADP
ajam-57	192	15	the	the	DET
ajam-57	192	16	smallholder	smallholder	NOUN
ajam-57	192	17	farmers	farmer	NOUN
ajam-57	192	18	.	.	PUNCT
ajam-57	193	1	econometric	econometric	PROPN
ajam-57	193	2	results	result	VERB
ajam-57	193	3	the	the	DET
ajam-57	193	4	results	result	NOUN
ajam-57	193	5	from	from	ADP
ajam-57	193	6	the	the	DET
ajam-57	193	7	econometric	econometric	ADJ
ajam-57	193	8	analysis	analysis	NOUN
ajam-57	193	9	for	for	ADP
ajam-57	193	10	the	the	DET
ajam-57	193	11	market	market	NOUN
ajam-57	193	12	participation	participation	NOUN
ajam-57	193	13	(	(	PUNCT
ajam-57	193	14	probit	probit	NOUN
ajam-57	193	15	model	model	NOUN
ajam-57	193	16	results	result	NOUN
ajam-57	193	17	)	)	PUNCT
ajam-57	193	18	and	and	CCONJ
ajam-57	193	19	intensity	intensity	NOUN
ajam-57	193	20	of	of	ADP
ajam-57	193	21	market	market	NOUN
ajam-57	193	22	participation	participation	NOUN
ajam-57	193	23	(	(	PUNCT
ajam-57	193	24	ols	ol	NOUN
ajam-57	193	25	regression	regression	NOUN
ajam-57	193	26	model	model	PROPN
ajam-57	193	27	)	)	PUNCT
ajam-57	193	28	are	be	AUX
ajam-57	193	29	presented	present	VERB
ajam-57	193	30	here	here	ADV
ajam-57	193	31	.	.	PUNCT
ajam-57	194	1	intensity	intensity	NOUN
ajam-57	194	2	of	of	ADP
ajam-57	194	3	market	market	NOUN
ajam-57	194	4	participation	participation	NOUN
ajam-57	194	5	is	be	AUX
ajam-57	194	6	estimated	estimate	VERB
ajam-57	194	7	conditional	conditional	ADJ
ajam-57	194	8	on	on	ADP
ajam-57	194	9	the	the	DET
ajam-57	194	10	smallholder	smallholder	NOUN
ajam-57	194	11	farmers	farmer	NOUN
ajam-57	194	12	’	’	PART
ajam-57	194	13	market	market	NOUN
ajam-57	194	14	participation	participation	NOUN
ajam-57	194	15	decision	decision	NOUN
ajam-57	194	16	.	.	PUNCT
ajam-57	195	1	factors	factor	NOUN
ajam-57	195	2	affecting	affect	VERB
ajam-57	195	3	soybean	soybean	NOUN
ajam-57	195	4	market	market	NOUN
ajam-57	195	5	participation	participation	NOUN
ajam-57	195	6	table	table	NOUN
ajam-57	195	7	3	3	NUM
ajam-57	195	8	presents	present	VERB
ajam-57	195	9	the	the	DET
ajam-57	195	10	ols	ol	NOUN
ajam-57	195	11	results	result	NOUN
ajam-57	195	12	for	for	ADP
ajam-57	195	13	intensity	intensity	NOUN
ajam-57	195	14	of	of	ADP
ajam-57	195	15	market	market	NOUN
ajam-57	195	16	participation	participation	NOUN
ajam-57	195	17	and	and	CCONJ
ajam-57	195	18	the	the	DET
ajam-57	195	19	probit	probit	NOUN
ajam-57	195	20	model	model	NOUN
ajam-57	195	21	results	result	NOUN
ajam-57	195	22	for	for	ADP
ajam-57	195	23	smallholder	smallholder	NOUN
ajam-57	195	24	farmers	farmer	NOUN
ajam-57	195	25	’	’	PART
ajam-57	195	26	decision	decision	NOUN
ajam-57	195	27	to	to	PART
ajam-57	195	28	participate	participate	VERB
ajam-57	195	29	in	in	ADP
ajam-57	195	30	the	the	DET
ajam-57	195	31	soybean	soybean	NOUN
ajam-57	195	32	market	market	NOUN
ajam-57	195	33	.	.	PUNCT
ajam-57	196	1	the	the	DET
ajam-57	196	2	ols	ols	PROPN
ajam-57	196	3	regression	regression	PROPN
ajam-57	196	4	model	model	NOUN
ajam-57	196	5	estimates	estimate	VERB
ajam-57	196	6	the	the	DET
ajam-57	196	7	factors	factor	NOUN
ajam-57	196	8	affecting	affect	VERB
ajam-57	196	9	the	the	DET
ajam-57	196	10	intensity	intensity	NOUN
ajam-57	196	11	of	of	ADP
ajam-57	196	12	participation	participation	NOUN
ajam-57	196	13	in	in	ADP
ajam-57	196	14	a	a	DET
ajam-57	196	15	soybean	soybean	NOUN
ajam-57	196	16	market	market	NOUN
ajam-57	196	17	while	while	SCONJ
ajam-57	196	18	the	the	DET
ajam-57	196	19	probit	probit	NOUN
ajam-57	196	20	model	model	NOUN
ajam-57	196	21	estimates	estimate	VERB
ajam-57	196	22	the	the	DET
ajam-57	196	23	determinants	determinant	NOUN
ajam-57	196	24	of	of	ADP
ajam-57	196	25	the	the	DET
ajam-57	196	26	dichotomous	dichotomous	ADJ
ajam-57	196	27	soybean	soybean	NOUN
ajam-57	196	28	market	market	NOUN
ajam-57	196	29	participation	participation	NOUN
ajam-57	196	30	variable	variable	NOUN
ajam-57	196	31	.	.	PUNCT
ajam-57	197	1	selection	selection	NOUN
ajam-57	197	2	model	model	NOUN
ajam-57	197	3	results	result	NOUN
ajam-57	197	4	(	(	PUNCT
ajam-57	197	5	probit	probit	NOUN
ajam-57	197	6	model	model	NOUN
ajam-57	197	7	results	result	NOUN
ajam-57	197	8	)	)	PUNCT
ajam-57	197	9	the	the	DET
ajam-57	197	10	results	result	NOUN
ajam-57	197	11	in	in	ADP
ajam-57	197	12	table	table	NOUN
ajam-57	197	13	3	3	NUM
ajam-57	197	14	show	show	VERB
ajam-57	197	15	that	that	SCONJ
ajam-57	197	16	for	for	ADP
ajam-57	197	17	the	the	DET
ajam-57	197	18	probit	probit	NOUN
ajam-57	197	19	model	model	NOUN
ajam-57	197	20	,	,	PUNCT
ajam-57	197	21	gender	gender	NOUN
ajam-57	197	22	of	of	ADP
ajam-57	197	23	household	household	NOUN
ajam-57	197	24	head	head	NOUN
ajam-57	197	25	,	,	PUNCT
ajam-57	197	26	ownership	ownership	NOUN
ajam-57	197	27	of	of	ADP
ajam-57	197	28	a	a	DET
ajam-57	197	29	radio	radio	NOUN
ajam-57	197	30	,	,	PUNCT
ajam-57	197	31	access	access	NOUN
ajam-57	197	32	to	to	ADP
ajam-57	197	33	agricultural	agricultural	ADJ
ajam-57	197	34	extension	extension	NOUN
ajam-57	197	35	services	service	NOUN
ajam-57	197	36	,	,	PUNCT
ajam-57	197	37	use	use	NOUN
ajam-57	197	38	of	of	ADP
ajam-57	197	39	inoculants	inoculant	NOUN
ajam-57	197	40	and	and	CCONJ
ajam-57	197	41	use	use	NOUN
ajam-57	197	42	of	of	ADP
ajam-57	197	43	improved	improved	ADJ
ajam-57	197	44	soybean	soybean	NOUN
ajam-57	197	45	seeds	seed	NOUN
ajam-57	197	46	affect	affect	VERB
ajam-57	197	47	the	the	DET
ajam-57	197	48	farmers	farmer	NOUN
ajam-57	197	49	087	087	NUM
ajam-57	197	50	afr	afr	PROPN
ajam-57	197	51	.	.	PUNCT
ajam-57	198	1	j.	j.	PROPN
ajam-57	198	2	agric	agric	PROPN
ajam-57	198	3	.	.	PROPN
ajam-57	199	1	mark	mark	PROPN
ajam-57	199	2	.	.	PUNCT
ajam-57	200	1	jackson	jackson	PROPN
ajam-57	200	2	et	et	PROPN
ajam-57	200	3	al	al	PROPN
ajam-57	200	4	.	.	PROPN
ajam-57	200	5	088	088	NUM
ajam-57	200	6	table	table	NOUN
ajam-57	200	7	3	3	NUM
ajam-57	200	8	.	.	PUNCT
ajam-57	201	1	ols	ol	NOUN
ajam-57	201	2	and	and	CCONJ
ajam-57	201	3	probit	probit	NOUN
ajam-57	201	4	estimates	estimate	NOUN
ajam-57	201	5	for	for	ADP
ajam-57	201	6	soybean	soybean	NOUN
ajam-57	201	7	market	market	NOUN
ajam-57	201	8	participation	participation	NOUN
ajam-57	201	9	and	and	CCONJ
ajam-57	201	10	intensity	intensity	NOUN
ajam-57	201	11	of	of	ADP
ajam-57	201	12	participation	participation	NOUN
ajam-57	201	13	.	.	PUNCT
ajam-57	202	1	probit	probit	NOUN
ajam-57	202	2	(	(	PUNCT
ajam-57	202	3	selection	selection	NOUN
ajam-57	202	4	model	model	NOUN
ajam-57	202	5	)	)	PUNCT
ajam-57	202	6	ols	ol	NOUN
ajam-57	202	7	(	(	PUNCT
ajam-57	202	8	outcome	outcome	NOUN
ajam-57	202	9	)	)	PUNCT
ajam-57	202	10	dependent	dependent	ADJ
ajam-57	202	11	variable	variable	NOUN
ajam-57	202	12	(	(	PUNCT
ajam-57	202	13	soybean	soybean	NOUN
ajam-57	202	14	bean	bean	NOUN
ajam-57	202	15	market	market	NOUN
ajam-57	202	16	(	(	PUNCT
ajam-57	202	17	amount	amount	NOUN
ajam-57	202	18	of	of	ADP
ajam-57	202	19	soybean	soybean	NOUN
ajam-57	202	20	sold	sell	VERB
ajam-57	202	21	)	)	PUNCT
ajam-57	202	22	participation	participation	NOUN
ajam-57	202	23	β	β	X
ajam-57	202	24	p	p	NOUN
ajam-57	202	25	-	-	PUNCT
ajam-57	202	26	value	value	NOUN
ajam-57	202	27	β	β	X
ajam-57	202	28	p	p	ADJ
ajam-57	202	29	-	-	PUNCT
ajam-57	202	30	value	value	NOUN
ajam-57	202	31	gender	gender	NOUN
ajam-57	202	32	-0.847	-0.847	NOUN
ajam-57	202	33	0.004	0.004	NUM
ajam-57	202	34	*	*	PUNCT
ajam-57	202	35	*	*	PUNCT
ajam-57	202	36	*	*	PUNCT
ajam-57	202	37	6.249	6.249	NUM
ajam-57	202	38	0.345	0.345	NUM
ajam-57	202	39	head	head	NOUN
ajam-57	202	40	age	age	NOUN
ajam-57	202	41	-0.063	-0.063	PUNCT
ajam-57	202	42	0.172	0.172	NUM
ajam-57	202	43	0.210	0.210	NUM
ajam-57	202	44	0.536	0.536	NUM
ajam-57	202	45	head	head	NOUN
ajam-57	202	46	age	age	NOUN
ajam-57	202	47	squared	square	VERB
ajam-57	202	48	0.000	0.000	NUM
ajam-57	202	49	0.488	0.488	NUM
ajam-57	202	50	0.004	0.004	NUM
ajam-57	202	51	0.490	0.490	NUM
ajam-57	202	52	household	household	NOUN
ajam-57	202	53	size	size	NOUN
ajam-57	202	54	0.045	0.045	NUM
ajam-57	202	55	0.511	0.511	NUM
ajam-57	202	56	-0.403	-0.403	X
ajam-57	202	57	0.256	0.256	NUM
ajam-57	202	58	farming	farming	NOUN
ajam-57	202	59	experience	experience	NOUN
ajam-57	202	60	-0.001	-0.001	NUM
ajam-57	202	61	0.939	0.939	NUM
ajam-57	202	62	-0.367	-0.367	SYM
ajam-57	202	63	0.183	0.183	NUM
ajam-57	202	64	ownership	ownership	NOUN
ajam-57	202	65	of	of	ADP
ajam-57	202	66	cattle	cattle	NOUN
ajam-57	202	67	0.003	0.003	NUM
ajam-57	202	68	0.283	0.283	NUM
ajam-57	202	69	0.023	0.023	NUM
ajam-57	202	70	0.094	0.094	NUM
ajam-57	202	71	*	*	PUNCT
ajam-57	202	72	distance	distance	NOUN
ajam-57	202	73	to	to	PART
ajam-57	202	74	market	market	VERB
ajam-57	202	75	3.921	3.921	NUM
ajam-57	202	76	0.014	0.014	NUM
ajam-57	202	77	*	*	PUNCT
ajam-57	202	78	*	*	PUNCT
ajam-57	202	79	own	own	ADJ
ajam-57	202	80	radio	radio	NOUN
ajam-57	202	81	0.672	0.672	NUM
ajam-57	202	82	0.0060	0.0060	NUM
ajam-57	202	83	*	*	PUNCT
ajam-57	202	84	*	*	PUNCT
ajam-57	202	85	*	*	PUNCT
ajam-57	202	86	own	own	ADJ
ajam-57	202	87	cellphone	cellphone	NOUN
ajam-57	202	88	0.003	0.003	NUM
ajam-57	202	89	0.992	0.992	NUM
ajam-57	202	90	access	access	NOUN
ajam-57	202	91	to	to	ADP
ajam-57	202	92	extension	extension	NOUN
ajam-57	202	93	0.4185	0.4185	NUM
ajam-57	202	94	0.086	0.086	NUM
ajam-57	202	95	*	*	PUNCT
ajam-57	202	96	used	use	VERB
ajam-57	202	97	inoculants	inoculant	NOUN
ajam-57	202	98	0.894	0.894	NUM
ajam-57	202	99	0.016	0.016	NUM
ajam-57	202	100	*	*	PUNCT
ajam-57	202	101	*	*	PUNCT
ajam-57	202	102	use	use	VERB
ajam-57	202	103	improved	improve	VERB
ajam-57	202	104	seed	seed	NOUN
ajam-57	202	105	varieties	variety	NOUN
ajam-57	202	106	0.684	0.684	NUM
ajam-57	202	107	0.041	0.041	NUM
ajam-57	202	108	*	*	PUNCT
ajam-57	202	109	*	*	PUNCT
ajam-57	203	1	*	*	PUNCT
ajam-57	203	2	*	*	PUNCT
ajam-57	203	3	*	*	PUNCT
ajam-57	203	4	significant	significant	ADJ
ajam-57	203	5	at	at	ADP
ajam-57	203	6	1	1	NUM
ajam-57	203	7	%	%	NOUN
ajam-57	203	8	level	level	NOUN
ajam-57	203	9	;	;	PUNCT
ajam-57	204	1	*	*	PUNCT
ajam-57	204	2	*	*	PUNCT
ajam-57	204	3	significant	significant	ADJ
ajam-57	204	4	at	at	ADP
ajam-57	204	5	5	5	NUM
ajam-57	204	6	%	%	NOUN
ajam-57	204	7	level	level	NOUN
ajam-57	204	8	;	;	PUNCT
ajam-57	204	9	*	*	PUNCT
ajam-57	204	10	significant	significant	ADJ
ajam-57	204	11	at	at	ADP
ajam-57	204	12	10	10	NUM
ajam-57	204	13	%	%	NOUN
ajam-57	204	14	level	level	NOUN
ajam-57	204	15	.	.	PUNCT
ajam-57	205	1	decision	decision	NOUN
ajam-57	205	2	to	to	PART
ajam-57	205	3	participate	participate	VERB
ajam-57	205	4	in	in	ADP
ajam-57	205	5	the	the	DET
ajam-57	205	6	soybean	soybean	NOUN
ajam-57	205	7	market	market	NOUN
ajam-57	205	8	as	as	ADP
ajam-57	205	9	a	a	DET
ajam-57	205	10	seller	seller	NOUN
ajam-57	205	11	.	.	PUNCT
ajam-57	206	1	the	the	DET
ajam-57	206	2	gender	gender	NOUN
ajam-57	206	3	of	of	ADP
ajam-57	206	4	the	the	DET
ajam-57	206	5	household	household	NOUN
ajam-57	206	6	head	head	NOUN
ajam-57	206	7	negatively	negatively	ADV
ajam-57	206	8	influences	influence	VERB
ajam-57	206	9	the	the	DET
ajam-57	206	10	likelihood	likelihood	NOUN
ajam-57	206	11	of	of	ADP
ajam-57	206	12	smallholder	smallholder	NOUN
ajam-57	206	13	farmers	farmer	NOUN
ajam-57	206	14	’	'	PUNCT
ajam-57	206	15	participation	participation	NOUN
ajam-57	206	16	in	in	ADP
ajam-57	206	17	the	the	DET
ajam-57	206	18	soybean	soybean	NOUN
ajam-57	206	19	output	output	NOUN
ajam-57	206	20	market	market	NOUN
ajam-57	206	21	,	,	PUNCT
ajam-57	206	22	that	that	PRON
ajam-57	206	23	is	be	AUX
ajam-57	206	24	male	male	ADJ
ajam-57	206	25	headed	head	VERB
ajam-57	206	26	households	household	NOUN
ajam-57	206	27	are	be	AUX
ajam-57	206	28	less	less	ADV
ajam-57	206	29	likely	likely	ADJ
ajam-57	206	30	to	to	PART
ajam-57	206	31	participate	participate	VERB
ajam-57	206	32	in	in	ADP
ajam-57	206	33	soybean	soybean	NOUN
ajam-57	206	34	markets	market	NOUN
ajam-57	206	35	than	than	ADP
ajam-57	206	36	female	female	ADJ
ajam-57	206	37	headed	head	VERB
ajam-57	206	38	households	household	NOUN
ajam-57	206	39	.	.	PUNCT
ajam-57	207	1	the	the	DET
ajam-57	207	2	probable	probable	ADJ
ajam-57	207	3	explanation	explanation	NOUN
ajam-57	207	4	is	be	AUX
ajam-57	207	5	that	that	SCONJ
ajam-57	207	6	in	in	ADP
ajam-57	207	7	guruve	guruve	NOUN
ajam-57	207	8	district	district	NOUN
ajam-57	207	9	as	as	ADP
ajam-57	207	10	in	in	ADP
ajam-57	207	11	other	other	ADJ
ajam-57	207	12	parts	part	NOUN
ajam-57	207	13	of	of	ADP
ajam-57	207	14	zimbabwe	zimbabwe	NOUN
ajam-57	207	15	,	,	PUNCT
ajam-57	207	16	most	most	ADJ
ajam-57	207	17	legumes	legume	NOUN
ajam-57	207	18	are	be	AUX
ajam-57	207	19	culturally	culturally	ADV
ajam-57	207	20	viewed	view	VERB
ajam-57	207	21	as	as	ADP
ajam-57	207	22	women	woman	NOUN
ajam-57	207	23	’s	’s	PART
ajam-57	207	24	crops	crop	NOUN
ajam-57	207	25	.	.	PUNCT
ajam-57	208	1	these	these	DET
ajam-57	208	2	results	result	NOUN
ajam-57	208	3	are	be	AUX
ajam-57	208	4	consistent	consistent	ADJ
ajam-57	208	5	with	with	ADP
ajam-57	208	6	the	the	DET
ajam-57	208	7	findings	finding	NOUN
ajam-57	208	8	of	of	ADP
ajam-57	208	9	alene	alene	PROPN
ajam-57	208	10	et	et	PROPN
ajam-57	208	11	al	al	PROPN
ajam-57	208	12	.	.	PROPN
ajam-57	209	1	(	(	PUNCT
ajam-57	209	2	2008	2008	NUM
ajam-57	209	3	)	)	PUNCT
ajam-57	209	4	for	for	ADP
ajam-57	209	5	kenya	kenya	NOUN
ajam-57	209	6	but	but	CCONJ
ajam-57	209	7	contrary	contrary	ADJ
ajam-57	209	8	to	to	ADP
ajam-57	209	9	the	the	DET
ajam-57	209	10	findings	finding	NOUN
ajam-57	209	11	of	of	ADP
ajam-57	209	12	cunningham	cunningham	PROPN
ajam-57	209	13	et	et	PROPN
ajam-57	209	14	al	al	PROPN
ajam-57	209	15	.	.	PROPN
ajam-57	210	1	(	(	PUNCT
ajam-57	210	2	2008	2008	NUM
ajam-57	210	3	)	)	PUNCT
ajam-57	210	4	in	in	ADP
ajam-57	210	5	a	a	DET
ajam-57	210	6	study	study	NOUN
ajam-57	210	7	on	on	ADP
ajam-57	210	8	gender	gender	NOUN
ajam-57	210	9	differences	difference	NOUN
ajam-57	210	10	in	in	ADP
ajam-57	210	11	marketing	marketing	NOUN
ajam-57	210	12	styles	style	NOUN
ajam-57	210	13	in	in	ADP
ajam-57	210	14	western	western	ADJ
ajam-57	210	15	oklahoma	oklahoma	PROPN
ajam-57	210	16	.	.	PUNCT
ajam-57	211	1	ownership	ownership	NOUN
ajam-57	211	2	of	of	ADP
ajam-57	211	3	a	a	DET
ajam-57	211	4	radio	radio	NOUN
ajam-57	211	5	,	,	PUNCT
ajam-57	211	6	which	which	PRON
ajam-57	211	7	represents	represent	VERB
ajam-57	211	8	access	access	NOUN
ajam-57	211	9	to	to	ADP
ajam-57	211	10	a	a	DET
ajam-57	211	11	communication	communication	NOUN
ajam-57	211	12	asset	asset	NOUN
ajam-57	211	13	positively	positively	ADV
ajam-57	211	14	and	and	CCONJ
ajam-57	211	15	significantly	significantly	ADV
ajam-57	211	16	,	,	PUNCT
ajam-57	211	17	influences	influence	VERB
ajam-57	211	18	a	a	DET
ajam-57	211	19	smallholder	smallholder	NOUN
ajam-57	211	20	farmer	farmer	NOUN
ajam-57	211	21	’s	’s	PART
ajam-57	211	22	likelihood	likelihood	NOUN
ajam-57	211	23	of	of	ADP
ajam-57	211	24	participating	participate	VERB
ajam-57	211	25	in	in	ADP
ajam-57	211	26	the	the	DET
ajam-57	211	27	soybean	soybean	NOUN
ajam-57	211	28	market	market	NOUN
ajam-57	211	29	.	.	PUNCT
ajam-57	212	1	it	it	PRON
ajam-57	212	2	represents	represent	VERB
ajam-57	212	3	access	access	NOUN
ajam-57	212	4	to	to	ADP
ajam-57	212	5	formal	formal	ADJ
ajam-57	212	6	sources	source	NOUN
ajam-57	212	7	of	of	ADP
ajam-57	212	8	market	market	NOUN
ajam-57	212	9	information	information	NOUN
ajam-57	212	10	that	that	PRON
ajam-57	212	11	increases	increase	VERB
ajam-57	212	12	the	the	DET
ajam-57	212	13	likelihood	likelihood	NOUN
ajam-57	212	14	of	of	ADP
ajam-57	212	15	market	market	NOUN
ajam-57	212	16	participation	participation	NOUN
ajam-57	212	17	.	.	PUNCT
ajam-57	213	1	in	in	ADP
ajam-57	213	2	zimbabwe	zimbabwe	PROPN
ajam-57	213	3	,	,	PUNCT
ajam-57	213	4	radio	radio	NOUN
ajam-57	213	5	stations	station	NOUN
ajam-57	213	6	frequently	frequently	ADV
ajam-57	213	7	air	air	NOUN
ajam-57	213	8	broadcasts	broadcast	NOUN
ajam-57	213	9	on	on	ADP
ajam-57	213	10	rainfall	rainfall	NOUN
ajam-57	213	11	patterns	pattern	NOUN
ajam-57	213	12	,	,	PUNCT
ajam-57	213	13	crop	crop	NOUN
ajam-57	213	14	varieties	variety	NOUN
ajam-57	213	15	and	and	CCONJ
ajam-57	213	16	input	input	NOUN
ajam-57	213	17	and	and	CCONJ
ajam-57	213	18	out	out	ADP
ajam-57	213	19	prices	price	NOUN
ajam-57	213	20	.	.	PUNCT
ajam-57	214	1	access	access	NOUN
ajam-57	214	2	to	to	ADP
ajam-57	214	3	this	this	DET
ajam-57	214	4	information	information	NOUN
ajam-57	214	5	lowers	lower	VERB
ajam-57	214	6	the	the	DET
ajam-57	214	7	transaction	transaction	NOUN
ajam-57	214	8	costs	cost	NOUN
ajam-57	214	9	and	and	CCONJ
ajam-57	214	10	road	road	NOUN
ajam-57	214	11	accessibility	accessibility	NOUN
ajam-57	214	12	to	to	ADP
ajam-57	214	13	the	the	DET
ajam-57	214	14	market	market	NOUN
ajam-57	214	15	.	.	PUNCT
ajam-57	215	1	according	accord	VERB
ajam-57	215	2	to	to	ADP
ajam-57	215	3	siziba	siziba	NOUN
ajam-57	215	4	et	et	PROPN
ajam-57	215	5	al	al	PROPN
ajam-57	215	6	.	.	PROPN
ajam-57	216	1	(	(	PUNCT
ajam-57	216	2	2011	2011	NUM
ajam-57	216	3	)	)	PUNCT
ajam-57	216	4	access	access	NOUN
ajam-57	216	5	to	to	ADP
ajam-57	216	6	such	such	ADJ
ajam-57	216	7	information	information	NOUN
ajam-57	216	8	reduces	reduce	VERB
ajam-57	216	9	smallholder	smallholder	NOUN
ajam-57	216	10	farmers	farmer	NOUN
ajam-57	216	11	risk	risk	VERB
ajam-57	216	12	perceptions	perception	NOUN
ajam-57	216	13	and	and	CCONJ
ajam-57	216	14	improves	improve	VERB
ajam-57	216	15	the	the	DET
ajam-57	216	16	likelihood	likelihood	NOUN
ajam-57	216	17	of	of	ADP
ajam-57	216	18	participating	participate	VERB
ajam-57	216	19	in	in	ADP
ajam-57	216	20	the	the	DET
ajam-57	216	21	soybean	soybean	NOUN
ajam-57	216	22	market	market	NOUN
ajam-57	216	23	.	.	PUNCT
ajam-57	217	1	these	these	DET
ajam-57	217	2	results	result	NOUN
ajam-57	217	3	are	be	AUX
ajam-57	217	4	consistent	consistent	ADJ
ajam-57	217	5	with	with	ADP
ajam-57	217	6	the	the	DET
ajam-57	217	7	findings	finding	NOUN
ajam-57	217	8	of	of	ADP
ajam-57	217	9	siziba	siziba	NOUN
ajam-57	217	10	et	et	PROPN
ajam-57	217	11	al	al	PROPN
ajam-57	217	12	.	.	PROPN
ajam-57	218	1	(	(	PUNCT
ajam-57	218	2	2011	2011	NUM
ajam-57	218	3	)	)	PUNCT
ajam-57	218	4	on	on	ADP
ajam-57	218	5	cereal	cereal	NOUN
ajam-57	218	6	market	market	NOUN
ajam-57	218	7	participation	participation	NOUN
ajam-57	218	8	in	in	ADP
ajam-57	218	9	southern	southern	PROPN
ajam-57	218	10	africa	africa	PROPN
ajam-57	218	11	.	.	PUNCT
ajam-57	219	1	access	access	NOUN
ajam-57	219	2	to	to	ADP
ajam-57	219	3	agricultural	agricultural	ADJ
ajam-57	219	4	extension	extension	NOUN
ajam-57	219	5	agents	agent	NOUN
ajam-57	219	6	positively	positively	ADV
ajam-57	219	7	influences	influence	VERB
ajam-57	219	8	the	the	DET
ajam-57	219	9	likelihood	likelihood	NOUN
ajam-57	219	10	of	of	ADP
ajam-57	219	11	participating	participate	VERB
ajam-57	219	12	in	in	ADP
ajam-57	219	13	soybean	soybean	NOUN
ajam-57	219	14	markets	market	NOUN
ajam-57	219	15	.	.	PUNCT
ajam-57	220	1	the	the	DET
ajam-57	220	2	results	result	NOUN
ajam-57	220	3	demonstrate	demonstrate	VERB
ajam-57	220	4	the	the	DET
ajam-57	220	5	importance	importance	NOUN
ajam-57	220	6	of	of	ADP
ajam-57	220	7	improved	improved	ADJ
ajam-57	220	8	technology	technology	NOUN
ajam-57	220	9	and	and	CCONJ
ajam-57	220	10	support	support	NOUN
ajam-57	220	11	services	service	NOUN
ajam-57	220	12	in	in	ADP
ajam-57	220	13	promoting	promote	VERB
ajam-57	220	14	soybean	soybean	NOUN
ajam-57	220	15	market	market	NOUN
ajam-57	220	16	participation	participation	NOUN
ajam-57	220	17	.	.	PUNCT
ajam-57	221	1	the	the	DET
ajam-57	221	2	likely	likely	ADJ
ajam-57	221	3	explanation	explanation	NOUN
ajam-57	221	4	for	for	ADP
ajam-57	221	5	this	this	PRON
ajam-57	221	6	is	be	AUX
ajam-57	221	7	that	that	PRON
ajam-57	221	8	agricultural	agricultural	ADJ
ajam-57	221	9	extension	extension	NOUN
ajam-57	221	10	workers	worker	NOUN
ajam-57	221	11	are	be	AUX
ajam-57	221	12	the	the	DET
ajam-57	221	13	bridge	bridge	NOUN
ajam-57	221	14	between	between	ADP
ajam-57	221	15	research	research	NOUN
ajam-57	221	16	programmes	programme	NOUN
ajam-57	221	17	and	and	CCONJ
ajam-57	221	18	farmers	farmer	NOUN
ajam-57	221	19	.	.	PUNCT
ajam-57	222	1	they	they	PRON
ajam-57	222	2	provide	provide	VERB
ajam-57	222	3	information	information	NOUN
ajam-57	222	4	on	on	ADP
ajam-57	222	5	good	good	ADJ
ajam-57	222	6	agronomic	agronomic	ADJ
ajam-57	222	7	practices	practice	NOUN
ajam-57	222	8	,	,	PUNCT
ajam-57	222	9	production	production	NOUN
ajam-57	222	10	technologies	technology	NOUN
ajam-57	222	11	,	,	PUNCT
ajam-57	222	12	soybean	soybean	NOUN
ajam-57	222	13	varieties	variety	NOUN
ajam-57	222	14	and	and	CCONJ
ajam-57	222	15	market	market	NOUN
ajam-57	222	16	information	information	NOUN
ajam-57	222	17	.	.	PUNCT
ajam-57	223	1	this	this	DET
ajam-57	223	2	interaction	interaction	NOUN
ajam-57	223	3	is	be	AUX
ajam-57	223	4	likely	likely	ADJ
ajam-57	223	5	to	to	PART
ajam-57	223	6	improve	improve	VERB
ajam-57	223	7	productivity	productivity	NOUN
ajam-57	223	8	,	,	PUNCT
ajam-57	223	9	marketable	marketable	ADJ
ajam-57	223	10	surplus	surplus	NOUN
ajam-57	223	11	and	and	CCONJ
ajam-57	223	12	enhance	enhance	VERB
ajam-57	223	13	a	a	DET
ajam-57	223	14	smallholder	smallholder	NOUN
ajam-57	223	15	farmer	farmer	NOUN
ajam-57	223	16	’s	’s	PART
ajam-57	223	17	likelihood	likelihood	NOUN
ajam-57	223	18	of	of	ADP
ajam-57	223	19	participating	participate	VERB
ajam-57	223	20	in	in	ADP
ajam-57	223	21	a	a	DET
ajam-57	223	22	market	market	NOUN
ajam-57	223	23	.	.	PUNCT
ajam-57	224	1	these	these	DET
ajam-57	224	2	results	result	NOUN
ajam-57	224	3	are	be	AUX
ajam-57	224	4	consistent	consistent	ADJ
ajam-57	224	5	with	with	ADP
ajam-57	224	6	the	the	DET
ajam-57	224	7	findings	finding	NOUN
ajam-57	224	8	of	of	ADP
ajam-57	224	9	alene	alene	PROPN
ajam-57	224	10	et	et	PROPN
ajam-57	224	11	al	al	PROPN
ajam-57	224	12	.	.	PROPN
ajam-57	225	1	(	(	PUNCT
ajam-57	225	2	2008	2008	NUM
ajam-57	225	3	)	)	PUNCT
ajam-57	225	4	.	.	PUNCT
ajam-57	226	1	the	the	DET
ajam-57	226	2	use	use	NOUN
ajam-57	226	3	of	of	ADP
ajam-57	226	4	rhizobial	rhizobial	ADJ
ajam-57	226	5	inoculants	inoculant	NOUN
ajam-57	226	6	in	in	ADP
ajam-57	226	7	the	the	DET
ajam-57	226	8	production	production	NOUN
ajam-57	226	9	of	of	ADP
ajam-57	226	10	soybeans	soybean	NOUN
ajam-57	226	11	by	by	ADP
ajam-57	226	12	smallholder	smallholder	NOUN
ajam-57	226	13	farmers	farmer	NOUN
ajam-57	226	14	in	in	ADP
ajam-57	226	15	guruve	guruve	NOUN
ajam-57	226	16	district	district	NOUN
ajam-57	226	17	is	be	AUX
ajam-57	226	18	significantly	significantly	ADV
ajam-57	226	19	positive	positive	ADJ
ajam-57	226	20	and	and	CCONJ
ajam-57	226	21	increases	increase	VERB
ajam-57	226	22	likelihood	likelihood	NOUN
ajam-57	226	23	of	of	ADP
ajam-57	226	24	participating	participate	VERB
ajam-57	226	25	in	in	ADP
ajam-57	226	26	the	the	DET
ajam-57	226	27	soybean	soybean	NOUN
ajam-57	226	28	market	market	NOUN
ajam-57	226	29	.	.	PUNCT
ajam-57	227	1	the	the	DET
ajam-57	227	2	likely	likely	ADJ
ajam-57	227	3	explanation	explanation	NOUN
ajam-57	227	4	for	for	ADP
ajam-57	227	5	this	this	PRON
ajam-57	227	6	is	be	AUX
ajam-57	227	7	that	that	SCONJ
ajam-57	227	8	rhizobial	rhizobial	ADJ
ajam-57	227	9	inoculants	inoculant	NOUN
ajam-57	227	10	increase	increase	VERB
ajam-57	227	11	average	average	ADJ
ajam-57	227	12	yield	yield	NOUN
ajam-57	227	13	and	and	CCONJ
ajam-57	227	14	total	total	ADJ
ajam-57	227	15	soybean	soybean	NOUN
ajam-57	227	16	production	production	NOUN
ajam-57	227	17	with	with	ADP
ajam-57	227	18	lower	low	ADJ
ajam-57	227	19	costs	cost	NOUN
ajam-57	227	20	than	than	ADP
ajam-57	227	21	using	use	VERB
ajam-57	227	22	inorganic	inorganic	ADJ
ajam-57	227	23	fertilizers	fertilizer	NOUN
ajam-57	227	24	(	(	PUNCT
ajam-57	227	25	chanaseni	chanaseni	NOUN
ajam-57	227	26	and	and	CCONJ
ajam-57	227	27	kongngoen	kongngoen	PROPN
ajam-57	227	28	,	,	PUNCT
ajam-57	227	29	1992	1992	NUM
ajam-57	227	30	)	)	PUNCT
ajam-57	227	31	.	.	PUNCT
ajam-57	228	1	thus	thus	ADV
ajam-57	228	2	the	the	DET
ajam-57	228	3	results	result	NOUN
ajam-57	228	4	show	show	VERB
ajam-57	228	5	that	that	SCONJ
ajam-57	228	6	smallholder	smallholder	NOUN
ajam-57	228	7	farmers	farmer	NOUN
ajam-57	228	8	who	who	PRON
ajam-57	228	9	used	use	VERB
ajam-57	228	10	rhizobial	rhizobial	ADJ
ajam-57	228	11	inoculants	inoculant	NOUN
ajam-57	228	12	for	for	ADP
ajam-57	228	13	soybeans	soybean	NOUN
ajam-57	228	14	had	have	VERB
ajam-57	228	15	a	a	DET
ajam-57	228	16	higher	high	ADJ
ajam-57	228	17	likelihood	likelihood	NOUN
ajam-57	228	18	of	of	ADP
ajam-57	228	19	participating	participate	VERB
ajam-57	228	20	in	in	ADP
ajam-57	228	21	soybean	soybean	NOUN
ajam-57	228	22	markets	market	NOUN
ajam-57	228	23	than	than	ADP
ajam-57	228	24	their	their	PRON
ajam-57	228	25	counterparts	counterpart	NOUN
ajam-57	228	26	.	.	PUNCT
ajam-57	229	1	similarly	similarly	ADV
ajam-57	229	2	,	,	PUNCT
ajam-57	229	3	the	the	DET
ajam-57	229	4	use	use	NOUN
ajam-57	229	5	of	of	ADP
ajam-57	229	6	improved	improved	ADJ
ajam-57	229	7	soybean	soybean	NOUN
ajam-57	229	8	seed	seed	NOUN
ajam-57	229	9	varieties	variety	NOUN
ajam-57	229	10	has	have	VERB
ajam-57	229	11	a	a	DET
ajam-57	229	12	significantly	significantly	ADV
ajam-57	229	13	positive	positive	ADJ
ajam-57	229	14	influence	influence	NOUN
ajam-57	229	15	on	on	ADP
ajam-57	229	16	soybean	soybean	NOUN
ajam-57	229	17	market	market	NOUN
ajam-57	229	18	participation	participation	NOUN
ajam-57	229	19	by	by	ADP
ajam-57	229	20	smallholder	smallholder	NOUN
ajam-57	229	21	farmers	farmer	NOUN
ajam-57	229	22	.	.	PUNCT
ajam-57	230	1	the	the	DET
ajam-57	230	2	likely	likely	ADJ
ajam-57	230	3	explanation	explanation	NOUN
ajam-57	230	4	is	be	AUX
ajam-57	230	5	that	that	SCONJ
ajam-57	230	6	improved	improved	ADJ
ajam-57	230	7	seed	seed	NOUN
ajam-57	230	8	varieties	variety	NOUN
ajam-57	230	9	(	(	PUNCT
ajam-57	230	10	germplasm	germplasm	NOUN
ajam-57	230	11	)	)	PUNCT
ajam-57	230	12	have	have	VERB
ajam-57	230	13	high	high	ADJ
ajam-57	230	14	yield	yield	NOUN
ajam-57	230	15	potential	potential	NOUN
ajam-57	230	16	and	and	CCONJ
ajam-57	230	17	are	be	AUX
ajam-57	230	18	disease	disease	NOUN
ajam-57	230	19	and	and	CCONJ
ajam-57	230	20	pest	pest	VERB
ajam-57	230	21	resistant	resistant	ADJ
ajam-57	230	22	thus	thus	ADV
ajam-57	230	23	improve	improve	VERB
ajam-57	230	24	productivity	productivity	NOUN
ajam-57	230	25	and	and	CCONJ
ajam-57	230	26	marketable	marketable	ADJ
ajam-57	230	27	surplus	surplus	NOUN
ajam-57	230	28	(	(	PUNCT
ajam-57	230	29	technoserve	technoserve	NOUN
ajam-57	230	30	,	,	PUNCT
ajam-57	230	31	2011	2011	NUM
ajam-57	230	32	)	)	PUNCT
ajam-57	230	33	.	.	PUNCT
ajam-57	231	1	ols	ols	PROPN
ajam-57	231	2	regression	regression	NOUN
ajam-57	231	3	model	model	NOUN
ajam-57	231	4	results	result	VERB
ajam-57	231	5	the	the	DET
ajam-57	231	6	results	result	NOUN
ajam-57	231	7	for	for	ADP
ajam-57	231	8	the	the	DET
ajam-57	231	9	ols	ols	PROPN
ajam-57	231	10	regression	regression	NOUN
ajam-57	231	11	model	model	NOUN
ajam-57	231	12	are	be	AUX
ajam-57	231	13	shown	show	VERB
ajam-57	231	14	in	in	ADP
ajam-57	231	15	table	table	NOUN
ajam-57	231	16	3	3	NUM
ajam-57	231	17	.	.	PUNCT
ajam-57	231	18	livestock	livestock	NOUN
ajam-57	231	19	wealth	wealth	NOUN
ajam-57	231	20	(	(	PUNCT
ajam-57	231	21	cattle	cattle	NOUN
ajam-57	231	22	owned	own	VERB
ajam-57	231	23	)	)	PUNCT
ajam-57	231	24	and	and	CCONJ
ajam-57	231	25	average	average	ADJ
ajam-57	231	26	distance	distance	NOUN
ajam-57	231	27	to	to	ADP
ajam-57	231	28	the	the	DET
ajam-57	231	29	market	market	NOUN
ajam-57	231	30	explained	explain	VERB
ajam-57	231	31	the	the	DET
ajam-57	231	32	intensity	intensity	NOUN
ajam-57	231	33	(	(	PUNCT
ajam-57	231	34	amount	amount	NOUN
ajam-57	231	35	of	of	ADP
ajam-57	231	36	soybean	soybean	NOUN
ajam-57	231	37	sold	sell	VERB
ajam-57	231	38	)	)	PUNCT
ajam-57	231	39	of	of	ADP
ajam-57	231	40	smallholder	smallholder	NOUN
ajam-57	231	41	farmers	farmer	NOUN
ajam-57	231	42	’	'	PUNCT
ajam-57	231	43	participation	participation	NOUN
ajam-57	231	44	in	in	ADP
ajam-57	231	45	soybean	soybean	NOUN
ajam-57	231	46	market	market	NOUN
ajam-57	231	47	.	.	PUNCT
ajam-57	232	1	number	number	NOUN
ajam-57	232	2	of	of	ADP
ajam-57	232	3	cattle	cattle	NOUN
ajam-57	232	4	owned	own	VERB
ajam-57	232	5	had	have	VERB
ajam-57	232	6	a	a	DET
ajam-57	232	7	positive	positive	ADJ
ajam-57	232	8	089	089	NUM
ajam-57	232	9	afr	afr	NOUN
ajam-57	232	10	.	.	PUNCT
ajam-57	233	1	j.	j.	PROPN
ajam-57	233	2	agric	agric	PROPN
ajam-57	233	3	.	.	PROPN
ajam-57	234	1	mark	mark	PROPN
ajam-57	234	2	.	.	PUNCT
ajam-57	235	1	and	and	CCONJ
ajam-57	235	2	significant	significant	ADJ
ajam-57	235	3	influence	influence	NOUN
ajam-57	235	4	on	on	ADP
ajam-57	235	5	the	the	DET
ajam-57	235	6	intensity	intensity	NOUN
ajam-57	235	7	of	of	ADP
ajam-57	235	8	market	market	NOUN
ajam-57	235	9	participation	participation	NOUN
ajam-57	235	10	conditional	conditional	ADJ
ajam-57	235	11	on	on	ADP
ajam-57	235	12	market	market	NOUN
ajam-57	235	13	participation	participation	NOUN
ajam-57	235	14	.	.	PUNCT
ajam-57	236	1	the	the	DET
ajam-57	236	2	probable	probable	ADJ
ajam-57	236	3	explanation	explanation	NOUN
ajam-57	236	4	is	be	AUX
ajam-57	236	5	that	that	SCONJ
ajam-57	236	6	resource	resource	NOUN
ajam-57	236	7	endowed	endow	VERB
ajam-57	236	8	households	household	NOUN
ajam-57	236	9	have	have	VERB
ajam-57	236	10	more	more	ADJ
ajam-57	236	11	cattle	cattle	NOUN
ajam-57	236	12	which	which	PRON
ajam-57	236	13	they	they	PRON
ajam-57	236	14	can	can	AUX
ajam-57	236	15	use	use	VERB
ajam-57	236	16	for	for	ADP
ajam-57	236	17	traction	traction	NOUN
ajam-57	236	18	and	and	CCONJ
ajam-57	236	19	transportation	transportation	NOUN
ajam-57	236	20	,	,	PUNCT
ajam-57	236	21	a	a	DET
ajam-57	236	22	development	development	NOUN
ajam-57	236	23	which	which	PRON
ajam-57	236	24	reduces	reduce	VERB
ajam-57	236	25	production	production	NOUN
ajam-57	236	26	and	and	CCONJ
ajam-57	236	27	market	market	NOUN
ajam-57	236	28	related	relate	VERB
ajam-57	236	29	transaction	transaction	NOUN
ajam-57	236	30	costs	cost	NOUN
ajam-57	236	31	.	.	PUNCT
ajam-57	237	1	the	the	DET
ajam-57	237	2	resource	resource	NOUN
ajam-57	237	3	endowed	endow	VERB
ajam-57	237	4	households	household	NOUN
ajam-57	237	5	are	be	AUX
ajam-57	237	6	likely	likely	ADJ
ajam-57	237	7	to	to	PART
ajam-57	237	8	have	have	VERB
ajam-57	237	9	finances	finance	NOUN
ajam-57	237	10	from	from	ADP
ajam-57	237	11	which	which	PRON
ajam-57	237	12	they	they	PRON
ajam-57	237	13	are	be	AUX
ajam-57	237	14	able	able	ADJ
ajam-57	237	15	to	to	PART
ajam-57	237	16	hire	hire	VERB
ajam-57	237	17	labor	labor	NOUN
ajam-57	237	18	,	,	PUNCT
ajam-57	237	19	purchase	purchase	VERB
ajam-57	237	20	inoculants	inoculant	NOUN
ajam-57	237	21	,	,	PUNCT
ajam-57	237	22	buy	buy	VERB
ajam-57	237	23	improved	improved	ADJ
ajam-57	237	24	soybean	soybean	NOUN
ajam-57	237	25	germplasm	germplasm	NOUN
ajam-57	237	26	and	and	CCONJ
ajam-57	237	27	thus	thus	ADV
ajam-57	237	28	can	can	AUX
ajam-57	237	29	grow	grow	VERB
ajam-57	237	30	soybeans	soybean	NOUN
ajam-57	237	31	on	on	ADP
ajam-57	237	32	bigger	big	ADJ
ajam-57	237	33	pieces	piece	NOUN
ajam-57	237	34	of	of	ADP
ajam-57	237	35	land	land	NOUN
ajam-57	237	36	compared	compare	VERB
ajam-57	237	37	to	to	ADP
ajam-57	237	38	the	the	DET
ajam-57	237	39	resource	resource	NOUN
ajam-57	237	40	constrained	constrain	VERB
ajam-57	237	41	smallholder	smallholder	NOUN
ajam-57	237	42	farmers	farmer	NOUN
ajam-57	237	43	.	.	PUNCT
ajam-57	238	1	furthermore	furthermore	ADV
ajam-57	238	2	,	,	PUNCT
ajam-57	238	3	households	household	NOUN
ajam-57	238	4	who	who	PRON
ajam-57	238	5	own	own	VERB
ajam-57	238	6	cattle	cattle	NOUN
ajam-57	238	7	are	be	AUX
ajam-57	238	8	more	more	ADV
ajam-57	238	9	likely	likely	ADJ
ajam-57	238	10	to	to	PART
ajam-57	238	11	use	use	VERB
ajam-57	238	12	good	good	ADJ
ajam-57	238	13	agronomic	agronomic	ADJ
ajam-57	238	14	practices	practice	NOUN
ajam-57	238	15	to	to	PART
ajam-57	238	16	produce	produce	VERB
ajam-57	238	17	their	their	PRON
ajam-57	238	18	soybean	soybean	NOUN
ajam-57	238	19	.	.	PUNCT
ajam-57	239	1	resultantly	resultantly	ADV
ajam-57	239	2	,	,	PUNCT
ajam-57	239	3	this	this	PRON
ajam-57	239	4	will	will	AUX
ajam-57	239	5	increase	increase	VERB
ajam-57	239	6	yield	yield	NOUN
ajam-57	239	7	and	and	CCONJ
ajam-57	239	8	marketable	marketable	ADJ
ajam-57	239	9	surplus	surplus	NOUN
ajam-57	239	10	.	.	PUNCT
ajam-57	240	1	these	these	DET
ajam-57	240	2	results	result	NOUN
ajam-57	240	3	are	be	AUX
ajam-57	240	4	consistent	consistent	ADJ
ajam-57	240	5	with	with	ADP
ajam-57	240	6	the	the	DET
ajam-57	240	7	results	result	NOUN
ajam-57	240	8	of	of	ADP
ajam-57	240	9	alene	alene	PROPN
ajam-57	240	10	et	et	PROPN
ajam-57	240	11	al	al	PROPN
ajam-57	240	12	.	.	PROPN
ajam-57	241	1	(	(	PUNCT
ajam-57	241	2	2008	2008	NUM
ajam-57	241	3	)	)	PUNCT
ajam-57	241	4	.	.	PUNCT
ajam-57	242	1	zingore	zingore	NOUN
ajam-57	242	2	et	et	PROPN
ajam-57	242	3	al	al	PROPN
ajam-57	242	4	.	.	PROPN
ajam-57	243	1	(	(	PUNCT
ajam-57	243	2	2007	2007	NUM
ajam-57	243	3	)	)	PUNCT
ajam-57	243	4	noted	note	VERB
ajam-57	243	5	that	that	SCONJ
ajam-57	243	6	resource	resource	NOUN
ajam-57	243	7	endowed	endow	VERB
ajam-57	243	8	farmers	farmer	NOUN
ajam-57	243	9	had	have	VERB
ajam-57	243	10	higher	high	ADJ
ajam-57	243	11	yields	yield	NOUN
ajam-57	243	12	in	in	ADP
ajam-57	243	13	their	their	PRON
ajam-57	243	14	fields	field	NOUN
ajam-57	243	15	compared	compare	VERB
ajam-57	243	16	to	to	ADP
ajam-57	243	17	resource	resource	NOUN
ajam-57	243	18	constrained	constrain	VERB
ajam-57	243	19	farmers	farmer	NOUN
ajam-57	243	20	.	.	PUNCT
ajam-57	244	1	distance	distance	NOUN
ajam-57	244	2	to	to	ADP
ajam-57	244	3	the	the	DET
ajam-57	244	4	market	market	NOUN
ajam-57	244	5	positively	positively	ADV
ajam-57	244	6	and	and	CCONJ
ajam-57	244	7	significantly	significantly	ADV
ajam-57	244	8	influences	influence	VERB
ajam-57	244	9	the	the	DET
ajam-57	244	10	intensity	intensity	NOUN
ajam-57	244	11	of	of	ADP
ajam-57	244	12	soybean	soybean	NOUN
ajam-57	244	13	market	market	NOUN
ajam-57	244	14	participation	participation	NOUN
ajam-57	244	15	by	by	ADP
ajam-57	244	16	smallholder	smallholder	NOUN
ajam-57	244	17	farmers	farmer	NOUN
ajam-57	244	18	.	.	PUNCT
ajam-57	245	1	this	this	PRON
ajam-57	245	2	means	mean	VERB
ajam-57	245	3	that	that	SCONJ
ajam-57	245	4	as	as	ADP
ajam-57	245	5	distance	distance	NOUN
ajam-57	245	6	to	to	ADP
ajam-57	245	7	the	the	DET
ajam-57	245	8	market	market	NOUN
ajam-57	245	9	increases	increase	NOUN
ajam-57	245	10	,	,	PUNCT
ajam-57	245	11	the	the	DET
ajam-57	245	12	amount	amount	NOUN
ajam-57	245	13	of	of	ADP
ajam-57	245	14	soybean	soybean	NOUN
ajam-57	245	15	sold	sell	VERB
ajam-57	245	16	by	by	ADP
ajam-57	245	17	smallholder	smallholder	NOUN
ajam-57	245	18	farmers	farmer	NOUN
ajam-57	245	19	also	also	ADV
ajam-57	245	20	increases	increase	VERB
ajam-57	245	21	.	.	PUNCT
ajam-57	246	1	these	these	DET
ajam-57	246	2	results	result	NOUN
ajam-57	246	3	are	be	AUX
ajam-57	246	4	in	in	ADP
ajam-57	246	5	contrast	contrast	NOUN
ajam-57	246	6	to	to	ADP
ajam-57	246	7	findings	finding	NOUN
ajam-57	246	8	from	from	ADP
ajam-57	246	9	studies	study	NOUN
ajam-57	246	10	on	on	ADP
ajam-57	246	11	staple	staple	NOUN
ajam-57	246	12	crops	crop	NOUN
ajam-57	246	13	in	in	ADP
ajam-57	246	14	which	which	DET
ajam-57	246	15	distance	distance	NOUN
ajam-57	246	16	negatively	negatively	ADV
ajam-57	246	17	influences	influence	VERB
ajam-57	246	18	smallholder	smallholder	NOUN
ajam-57	246	19	farmers	farmer	NOUN
ajam-57	246	20	’	'	PUNCT
ajam-57	246	21	intensity	intensity	NOUN
ajam-57	246	22	of	of	ADP
ajam-57	246	23	market	market	NOUN
ajam-57	246	24	participation	participation	NOUN
ajam-57	246	25	(	(	PUNCT
ajam-57	246	26	siziba	siziba	NOUN
ajam-57	246	27	et	et	PROPN
ajam-57	246	28	al	al	PROPN
ajam-57	246	29	.	.	PROPN
ajam-57	246	30	,	,	PUNCT
ajam-57	246	31	2011	2011	NUM
ajam-57	246	32	;	;	PUNCT
ajam-57	246	33	alene	alene	PROPN
ajam-57	246	34	et	et	PROPN
ajam-57	246	35	al	al	PROPN
ajam-57	246	36	.	.	PROPN
ajam-57	246	37	,	,	PUNCT
ajam-57	246	38	2008	2008	NUM
ajam-57	246	39	,	,	PUNCT
ajam-57	246	40	makhura	makhura	NOUN
ajam-57	246	41	et	et	PROPN
ajam-57	246	42	al	al	PROPN
ajam-57	246	43	.	.	PROPN
ajam-57	246	44	,	,	PUNCT
ajam-57	246	45	2001	2001	NUM
ajam-57	246	46	;	;	PUNCT
ajam-57	246	47	key	key	PROPN
ajam-57	246	48	et	et	PROPN
ajam-57	246	49	al	al	PROPN
ajam-57	246	50	.	.	PROPN
ajam-57	246	51	,	,	PUNCT
ajam-57	246	52	2000	2000	NUM
ajam-57	246	53	)	)	PUNCT
ajam-57	246	54	.	.	PUNCT
ajam-57	247	1	a	a	DET
ajam-57	247	2	common	common	ADJ
ajam-57	247	3	finding	finding	NOUN
ajam-57	247	4	in	in	ADP
ajam-57	247	5	all	all	DET
ajam-57	247	6	these	these	DET
ajam-57	247	7	studies	study	NOUN
ajam-57	247	8	is	be	AUX
ajam-57	247	9	that	that	SCONJ
ajam-57	247	10	as	as	ADP
ajam-57	247	11	distance	distance	NOUN
ajam-57	247	12	from	from	ADP
ajam-57	247	13	the	the	DET
ajam-57	247	14	market	market	NOUN
ajam-57	247	15	increases	increase	NOUN
ajam-57	247	16	,	,	PUNCT
ajam-57	247	17	variable	variable	ADJ
ajam-57	247	18	transport	transport	NOUN
ajam-57	247	19	costs	cost	NOUN
ajam-57	247	20	increase	increase	VERB
ajam-57	247	21	and	and	CCONJ
ajam-57	247	22	this	this	PRON
ajam-57	247	23	discourages	discourage	VERB
ajam-57	247	24	resource	resource	NOUN
ajam-57	247	25	constrained	constrain	VERB
ajam-57	247	26	smallholder	smallholder	NOUN
ajam-57	247	27	farmers	farmer	NOUN
ajam-57	247	28	from	from	ADP
ajam-57	247	29	selling	sell	VERB
ajam-57	247	30	high	high	ADJ
ajam-57	247	31	volumes	volume	NOUN
ajam-57	247	32	.	.	PUNCT
ajam-57	248	1	however	however	ADV
ajam-57	248	2	,	,	PUNCT
ajam-57	248	3	a	a	DET
ajam-57	248	4	possible	possible	ADJ
ajam-57	248	5	explanation	explanation	NOUN
ajam-57	248	6	for	for	ADP
ajam-57	248	7	the	the	DET
ajam-57	248	8	zimbabwean	zimbabwean	PROPN
ajam-57	248	9	case	case	NOUN
ajam-57	248	10	is	be	AUX
ajam-57	248	11	that	that	SCONJ
ajam-57	248	12	,	,	PUNCT
ajam-57	248	13	local	local	ADJ
ajam-57	248	14	buyers	buyer	NOUN
ajam-57	248	15	offer	offer	VERB
ajam-57	248	16	very	very	ADV
ajam-57	248	17	low	low	ADJ
ajam-57	248	18	prices	price	NOUN
ajam-57	248	19	compared	compare	VERB
ajam-57	248	20	to	to	ADP
ajam-57	248	21	well	well	ADV
ajam-57	248	22	established	establish	VERB
ajam-57	248	23	distant	distant	ADJ
ajam-57	248	24	buyers	buyer	NOUN
ajam-57	248	25	.	.	PUNCT
ajam-57	249	1	this	this	PRON
ajam-57	249	2	is	be	AUX
ajam-57	249	3	so	so	ADV
ajam-57	249	4	because	because	SCONJ
ajam-57	249	5	established	establish	VERB
ajam-57	249	6	soybean	soybean	NOUN
ajam-57	249	7	buyers	buyer	NOUN
ajam-57	249	8	are	be	AUX
ajam-57	249	9	based	base	VERB
ajam-57	249	10	in	in	ADP
ajam-57	249	11	harare	harare	PROPN
ajam-57	249	12	,	,	PUNCT
ajam-57	249	13	which	which	PRON
ajam-57	249	14	lies	lie	VERB
ajam-57	249	15	over	over	ADP
ajam-57	249	16	151	151	NUM
ajam-57	249	17	km	km	NOUN
ajam-57	249	18	from	from	ADP
ajam-57	249	19	the	the	DET
ajam-57	249	20	study	study	NOUN
ajam-57	249	21	sites	site	NOUN
ajam-57	249	22	.	.	PUNCT
ajam-57	250	1	as	as	SCONJ
ajam-57	250	2	such	such	ADJ
ajam-57	250	3	most	most	ADJ
ajam-57	250	4	farmers	farmer	NOUN
ajam-57	250	5	are	be	AUX
ajam-57	250	6	set	set	VERB
ajam-57	250	7	to	to	PART
ajam-57	250	8	benefit	benefit	VERB
ajam-57	250	9	from	from	ADP
ajam-57	250	10	price	price	NOUN
ajam-57	250	11	differentials	differential	NOUN
ajam-57	250	12	between	between	ADP
ajam-57	250	13	local	local	ADJ
ajam-57	250	14	prices	price	NOUN
ajam-57	250	15	and	and	CCONJ
ajam-57	250	16	prices	price	NOUN
ajam-57	250	17	in	in	ADP
ajam-57	250	18	distant	distant	ADJ
ajam-57	250	19	markets	market	NOUN
ajam-57	250	20	.	.	PUNCT
ajam-57	251	1	conclusion	conclusion	NOUN
ajam-57	251	2	this	this	DET
ajam-57	251	3	article	article	NOUN
ajam-57	251	4	did	do	AUX
ajam-57	251	5	set	set	VERB
ajam-57	251	6	out	out	ADP
ajam-57	251	7	to	to	PART
ajam-57	251	8	identify	identify	VERB
ajam-57	251	9	through	through	ADP
ajam-57	251	10	empirical	empirical	ADJ
ajam-57	251	11	evidence	evidence	NOUN
ajam-57	251	12	the	the	DET
ajam-57	251	13	determinants	determinant	NOUN
ajam-57	251	14	of	of	ADP
ajam-57	251	15	soybean	soybean	NOUN
ajam-57	251	16	market	market	NOUN
ajam-57	251	17	participation	participation	NOUN
ajam-57	251	18	and	and	CCONJ
ajam-57	251	19	further	far	ADV
ajam-57	251	20	evaluate	evaluate	VERB
ajam-57	251	21	the	the	DET
ajam-57	251	22	factors	factor	NOUN
ajam-57	251	23	that	that	PRON
ajam-57	251	24	affect	affect	VERB
ajam-57	251	25	intensity	intensity	NOUN
ajam-57	251	26	of	of	ADP
ajam-57	251	27	market	market	NOUN
ajam-57	251	28	participation	participation	NOUN
ajam-57	251	29	by	by	ADP
ajam-57	251	30	smallholder	smallholder	NOUN
ajam-57	251	31	farmers	farmer	NOUN
ajam-57	251	32	in	in	ADP
ajam-57	251	33	guruve	guruve	PROPN
ajam-57	251	34	district	district	PROPN
ajam-57	251	35	of	of	ADP
ajam-57	251	36	zimbabwe	zimbabwe	PROPN
ajam-57	251	37	.	.	PUNCT
ajam-57	252	1	this	this	DET
ajam-57	252	2	study	study	NOUN
ajam-57	252	3	used	use	VERB
ajam-57	252	4	cross	cross	NOUN
ajam-57	252	5	sectional	sectional	ADJ
ajam-57	252	6	household	household	NOUN
ajam-57	252	7	data	datum	NOUN
ajam-57	252	8	of	of	ADP
ajam-57	252	9	187	187	NUM
ajam-57	252	10	randomly	randomly	ADV
ajam-57	252	11	selected	select	VERB
ajam-57	252	12	smallholder	smallholder	NOUN
ajam-57	252	13	farmers	farmer	NOUN
ajam-57	252	14	in	in	ADP
ajam-57	252	15	guruve	guruve	PROPN
ajam-57	252	16	district	district	PROPN
ajam-57	252	17	in	in	ADP
ajam-57	252	18	zimbabwe	zimbabwe	PROPN
ajam-57	252	19	.	.	PUNCT
ajam-57	253	1	econometric	econometric	ADJ
ajam-57	253	2	analysis	analysis	NOUN
ajam-57	253	3	was	be	AUX
ajam-57	253	4	done	do	VERB
ajam-57	253	5	using	use	VERB
ajam-57	253	6	the	the	DET
ajam-57	253	7	heckman	heckman	PROPN
ajam-57	253	8	model	model	NOUN
ajam-57	253	9	with	with	ADP
ajam-57	253	10	sample	sample	NOUN
ajam-57	253	11	selection	selection	NOUN
ajam-57	253	12	,	,	PUNCT
ajam-57	253	13	which	which	PRON
ajam-57	253	14	corrects	correct	VERB
ajam-57	253	15	for	for	ADP
ajam-57	253	16	selection	selection	NOUN
ajam-57	253	17	bias	bias	NOUN
ajam-57	253	18	at	at	ADP
ajam-57	253	19	market	market	NOUN
ajam-57	253	20	participation	participation	NOUN
ajam-57	253	21	decision	decision	NOUN
ajam-57	253	22	by	by	ADP
ajam-57	253	23	smallholder	smallholder	NOUN
ajam-57	253	24	farmers	farmer	NOUN
ajam-57	253	25	.	.	PUNCT
ajam-57	254	1	choice	choice	NOUN
ajam-57	254	2	of	of	ADP
ajam-57	254	3	covariates	covariate	NOUN
ajam-57	254	4	for	for	ADP
ajam-57	254	5	the	the	DET
ajam-57	254	6	ols	ol	NOUN
ajam-57	254	7	and	and	CCONJ
ajam-57	254	8	probit	probit	NOUN
ajam-57	254	9	was	be	AUX
ajam-57	254	10	guided	guide	VERB
ajam-57	254	11	by	by	ADP
ajam-57	254	12	economic	economic	ADJ
ajam-57	254	13	theory	theory	NOUN
ajam-57	254	14	,	,	PUNCT
ajam-57	254	15	literature	literature	NOUN
ajam-57	254	16	and	and	CCONJ
ajam-57	254	17	in	in	ADP
ajam-57	254	18	some	some	DET
ajam-57	254	19	cases	case	NOUN
ajam-57	254	20	intuition	intuition	NOUN
ajam-57	254	21	.	.	PUNCT
ajam-57	255	1	descriptive	descriptive	ADJ
ajam-57	255	2	results	result	NOUN
ajam-57	255	3	from	from	ADP
ajam-57	255	4	the	the	DET
ajam-57	255	5	survey	survey	NOUN
ajam-57	255	6	show	show	VERB
ajam-57	255	7	that	that	SCONJ
ajam-57	255	8	only	only	ADV
ajam-57	255	9	28.88	28.88	NUM
ajam-57	255	10	%	%	NOUN
ajam-57	255	11	of	of	ADP
ajam-57	255	12	the	the	DET
ajam-57	255	13	survey	survey	NOUN
ajam-57	255	14	households	household	NOUN
ajam-57	255	15	participate	participate	VERB
ajam-57	255	16	in	in	ADP
ajam-57	255	17	soybean	soybean	NOUN
ajam-57	255	18	market	market	NOUN
ajam-57	255	19	.	.	PUNCT
ajam-57	256	1	the	the	DET
ajam-57	256	2	market	market	NOUN
ajam-57	256	3	participating	participate	VERB
ajam-57	256	4	households	household	NOUN
ajam-57	256	5	averagely	averagely	ADV
ajam-57	256	6	sold	sell	VERB
ajam-57	256	7	211.26	211.26	NUM
ajam-57	256	8	kg	kg	NOUN
ajam-57	256	9	of	of	ADP
ajam-57	256	10	soybean	soybean	NOUN
ajam-57	256	11	.	.	PUNCT
ajam-57	257	1	most	most	ADJ
ajam-57	257	2	of	of	ADP
ajam-57	257	3	the	the	DET
ajam-57	257	4	market	market	NOUN
ajam-57	257	5	participating	participate	VERB
ajam-57	257	6	households	household	NOUN
ajam-57	257	7	owned	own	VERB
ajam-57	257	8	communication	communication	NOUN
ajam-57	257	9	equipment	equipment	NOUN
ajam-57	257	10	such	such	ADJ
ajam-57	257	11	as	as	ADP
ajam-57	257	12	radios	radio	NOUN
ajam-57	257	13	(	(	PUNCT
ajam-57	257	14	68.52	68.52	NUM
ajam-57	257	15	%	%	NOUN
ajam-57	257	16	)	)	PUNCT
ajam-57	257	17	and	and	CCONJ
ajam-57	257	18	had	have	VERB
ajam-57	257	19	bigger	big	ADJ
ajam-57	257	20	land	land	NOUN
ajam-57	257	21	sizes	size	NOUN
ajam-57	257	22	(	(	PUNCT
ajam-57	257	23	3.52	3.52	NUM
ajam-57	257	24	ha	ha	INTJ
ajam-57	257	25	)	)	PUNCT
ajam-57	257	26	compared	compare	VERB
ajam-57	257	27	to	to	ADP
ajam-57	257	28	the	the	DET
ajam-57	257	29	non	non	ADJ
ajam-57	257	30	-	-	ADJ
ajam-57	257	31	participating	participate	VERB
ajam-57	257	32	households	household	NOUN
ajam-57	257	33	.	.	PUNCT
ajam-57	258	1	the	the	DET
ajam-57	258	2	econometric	econometric	ADJ
ajam-57	258	3	analysis	analysis	NOUN
ajam-57	258	4	results	result	NOUN
ajam-57	258	5	from	from	ADP
ajam-57	258	6	this	this	DET
ajam-57	258	7	study	study	NOUN
ajam-57	258	8	show	show	VERB
ajam-57	258	9	that	that	SCONJ
ajam-57	258	10	for	for	ADP
ajam-57	258	11	the	the	DET
ajam-57	258	12	ols	ol	NOUN
ajam-57	258	13	model	model	NOUN
ajam-57	258	14	,	,	PUNCT
ajam-57	258	15	livestock	livestock	NOUN
ajam-57	258	16	wealth	wealth	NOUN
ajam-57	258	17	or	or	CCONJ
ajam-57	258	18	resource	resource	NOUN
ajam-57	258	19	endowment	endowment	NOUN
ajam-57	258	20	and	and	CCONJ
ajam-57	258	21	distance	distance	NOUN
ajam-57	258	22	to	to	ADP
ajam-57	258	23	the	the	DET
ajam-57	258	24	market	market	NOUN
ajam-57	258	25	have	have	VERB
ajam-57	258	26	positive	positive	ADJ
ajam-57	258	27	influence	influence	NOUN
ajam-57	258	28	on	on	ADP
ajam-57	258	29	marketed	market	VERB
ajam-57	258	30	surplus	surplus	NOUN
ajam-57	258	31	.	.	PUNCT
ajam-57	259	1	however	however	ADV
ajam-57	259	2	,	,	PUNCT
ajam-57	259	3	for	for	ADP
ajam-57	259	4	the	the	DET
ajam-57	259	5	probit	probit	NOUN
ajam-57	259	6	model	model	NOUN
ajam-57	259	7	,	,	PUNCT
ajam-57	259	8	only	only	ADV
ajam-57	259	9	gender	gender	NOUN
ajam-57	259	10	negatively	negatively	ADV
ajam-57	259	11	influences	influence	VERB
ajam-57	259	12	the	the	DET
ajam-57	259	13	smallholder	smallholder	NOUN
ajam-57	259	14	farmers	farmer	NOUN
ajam-57	259	15	’	’	PART
ajam-57	259	16	decision	decision	NOUN
ajam-57	259	17	to	to	PART
ajam-57	259	18	participate	participate	VERB
ajam-57	259	19	in	in	ADP
ajam-57	259	20	soybean	soybean	NOUN
ajam-57	259	21	market	market	NOUN
ajam-57	259	22	while	while	SCONJ
ajam-57	259	23	household	household	NOUN
ajam-57	259	24	ownership	ownership	NOUN
ajam-57	259	25	of	of	ADP
ajam-57	259	26	a	a	DET
ajam-57	259	27	radio	radio	NOUN
ajam-57	259	28	,	,	PUNCT
ajam-57	259	29	access	access	NOUN
ajam-57	259	30	to	to	ADP
ajam-57	259	31	agricultural	agricultural	ADJ
ajam-57	259	32	extension	extension	NOUN
ajam-57	259	33	,	,	PUNCT
ajam-57	259	34	use	use	NOUN
ajam-57	259	35	of	of	ADP
ajam-57	259	36	rhizobial	rhizobial	ADJ
ajam-57	259	37	inoculants	inoculant	NOUN
ajam-57	259	38	and	and	CCONJ
ajam-57	259	39	use	use	NOUN
ajam-57	259	40	of	of	ADP
ajam-57	259	41	improved	improved	ADJ
ajam-57	259	42	soybean	soybean	NOUN
ajam-57	259	43	varieties	variety	NOUN
ajam-57	259	44	have	have	VERB
ajam-57	259	45	a	a	DET
ajam-57	259	46	positive	positive	ADJ
ajam-57	259	47	influence	influence	NOUN
ajam-57	259	48	on	on	ADP
ajam-57	259	49	household	household	NOUN
ajam-57	259	50	’s	’s	PART
ajam-57	259	51	likelihood	likelihood	NOUN
ajam-57	259	52	to	to	PART
ajam-57	259	53	participate	participate	VERB
ajam-57	259	54	in	in	ADP
ajam-57	259	55	the	the	DET
ajam-57	259	56	soybean	soybean	NOUN
ajam-57	259	57	market	market	NOUN
ajam-57	259	58	.	.	PUNCT
ajam-57	260	1	based	base	VERB
ajam-57	260	2	on	on	ADP
ajam-57	260	3	these	these	DET
ajam-57	260	4	findings	finding	NOUN
ajam-57	260	5	from	from	ADP
ajam-57	260	6	the	the	DET
ajam-57	260	7	analysis	analysis	NOUN
ajam-57	260	8	of	of	ADP
ajam-57	260	9	the	the	DET
ajam-57	260	10	factors	factor	NOUN
ajam-57	260	11	affecting	affect	VERB
ajam-57	260	12	soybean	soybean	NOUN
ajam-57	260	13	market	market	NOUN
ajam-57	260	14	participation	participation	NOUN
ajam-57	260	15	by	by	ADP
ajam-57	260	16	smallholder	smallholder	NOUN
ajam-57	260	17	farmers	farmer	NOUN
ajam-57	260	18	in	in	ADP
ajam-57	260	19	guruve	guruve	NOUN
ajam-57	260	20	district	district	NOUN
ajam-57	260	21	,	,	PUNCT
ajam-57	260	22	we	we	PRON
ajam-57	260	23	recommend	recommend	VERB
ajam-57	260	24	that	that	SCONJ
ajam-57	260	25	policy	policy	NOUN
ajam-57	260	26	makers	maker	NOUN
ajam-57	260	27	can	can	AUX
ajam-57	260	28	improve	improve	VERB
ajam-57	260	29	farmer	farmer	NOUN
ajam-57	260	30	to	to	ADP
ajam-57	260	31	extension	extension	NOUN
ajam-57	260	32	worker	worker	NOUN
ajam-57	260	33	ratio	ratio	NOUN
ajam-57	260	34	as	as	SCONJ
ajam-57	260	35	this	this	PRON
ajam-57	260	36	will	will	AUX
ajam-57	260	37	improve	improve	VERB
ajam-57	260	38	access	access	NOUN
ajam-57	260	39	to	to	ADP
ajam-57	260	40	technical	technical	ADJ
ajam-57	260	41	information	information	NOUN
ajam-57	260	42	and	and	CCONJ
ajam-57	260	43	support	support	NOUN
ajam-57	260	44	services	service	NOUN
ajam-57	260	45	on	on	ADP
ajam-57	260	46	improved	improved	ADJ
ajam-57	260	47	technologies	technology	NOUN
ajam-57	260	48	such	such	ADJ
ajam-57	260	49	as	as	ADP
ajam-57	260	50	use	use	NOUN
ajam-57	260	51	of	of	ADP
ajam-57	260	52	inoculants	inoculant	NOUN
ajam-57	260	53	,	,	PUNCT
ajam-57	260	54	biological	biological	ADJ
ajam-57	260	55	nitrogen	nitrogen	NOUN
ajam-57	260	56	fixation	fixation	NOUN
ajam-57	260	57	and	and	CCONJ
ajam-57	260	58	knowledge	knowledge	NOUN
ajam-57	260	59	on	on	ADP
ajam-57	260	60	improved	improved	ADJ
ajam-57	260	61	soybean	soybean	NOUN
ajam-57	260	62	seed	seed	NOUN
ajam-57	260	63	varieties	variety	NOUN
ajam-57	260	64	.	.	PUNCT
ajam-57	261	1	furthermore	furthermore	ADV
ajam-57	261	2	,	,	PUNCT
ajam-57	261	3	policy	policy	NOUN
ajam-57	261	4	makers	maker	NOUN
ajam-57	261	5	could	could	AUX
ajam-57	261	6	improve	improve	VERB
ajam-57	261	7	the	the	DET
ajam-57	261	8	dissemination	dissemination	NOUN
ajam-57	261	9	of	of	ADP
ajam-57	261	10	market	market	NOUN
ajam-57	261	11	information	information	NOUN
ajam-57	261	12	as	as	SCONJ
ajam-57	261	13	it	it	PRON
ajam-57	261	14	is	be	AUX
ajam-57	261	15	currently	currently	ADV
ajam-57	261	16	available	available	ADJ
ajam-57	261	17	through	through	ADP
ajam-57	261	18	radio	radio	NOUN
ajam-57	261	19	broadcasts	broadcast	NOUN
ajam-57	261	20	.	.	PUNCT
ajam-57	262	1	access	access	NOUN
ajam-57	262	2	to	to	ADP
ajam-57	262	3	market	market	NOUN
ajam-57	262	4	information	information	NOUN
ajam-57	262	5	would	would	AUX
ajam-57	262	6	improve	improve	VERB
ajam-57	262	7	farmers	farmer	NOUN
ajam-57	262	8	’	'	PUNCT
ajam-57	262	9	knowledge	knowledge	NOUN
ajam-57	262	10	of	of	ADP
ajam-57	262	11	markets	market	NOUN
ajam-57	262	12	and	and	CCONJ
ajam-57	262	13	aid	aid	NOUN
ajam-57	262	14	in	in	ADP
ajam-57	262	15	decision	decision	NOUN
ajam-57	262	16	making	make	VERB
ajam-57	262	17	on	on	ADP
ajam-57	262	18	market	market	NOUN
ajam-57	262	19	participation	participation	NOUN
ajam-57	262	20	as	as	ADV
ajam-57	262	21	well	well	ADV
ajam-57	262	22	as	as	ADP
ajam-57	262	23	the	the	DET
ajam-57	262	24	level	level	NOUN
ajam-57	262	25	of	of	ADP
ajam-57	262	26	marketed	market	VERB
ajam-57	262	27	surplus	surplus	NOUN
ajam-57	262	28	.	.	PUNCT
ajam-57	263	1	this	this	PRON
ajam-57	263	2	will	will	AUX
ajam-57	263	3	lead	lead	VERB
ajam-57	263	4	to	to	ADP
ajam-57	263	5	increased	increase	VERB
ajam-57	263	6	productivity	productivity	NOUN
ajam-57	263	7	,	,	PUNCT
ajam-57	263	8	high	high	ADJ
ajam-57	263	9	marketable	marketable	ADJ
ajam-57	263	10	surplus	surplus	NOUN
ajam-57	263	11	and	and	CCONJ
ajam-57	263	12	enhances	enhance	VERB
ajam-57	263	13	the	the	DET
ajam-57	263	14	likelihood	likelihood	NOUN
ajam-57	263	15	of	of	ADP
ajam-57	263	16	participating	participate	VERB
ajam-57	263	17	in	in	ADP
ajam-57	263	18	the	the	DET
ajam-57	263	19	soybean	soybean	NOUN
ajam-57	263	20	market	market	NOUN
ajam-57	263	21	.	.	PUNCT
ajam-57	264	1	references	reference	NOUN
ajam-57	264	2	alene	alene	PROPN
ajam-57	264	3	ad	ad	NOUN
ajam-57	264	4	,	,	PUNCT
ajam-57	264	5	manyong	manyong	PROPN
ajam-57	264	6	vm	vm	PROPN
ajam-57	264	7	,	,	PUNCT
ajam-57	264	8	omanya	omanya	VERB
ajam-57	264	9	g	g	PROPN
ajam-57	264	10	,	,	PUNCT
ajam-57	264	11	mignouna	mignouna	NOUN
ajam-57	264	12	hd	hd	NOUN
ajam-57	264	13	,	,	PUNCT
ajam-57	264	14	bokanga	bokanga	PROPN
ajam-57	264	15	m	m	PROPN
ajam-57	264	16	,	,	PUNCT
ajam-57	264	17	odhiambo	odhiambo	ADJ
ajam-57	264	18	g	g	PROPN
ajam-57	264	19	(	(	PUNCT
ajam-57	264	20	2008	2008	NUM
ajam-57	264	21	)	)	PUNCT
ajam-57	264	22	.	.	PUNCT
ajam-57	265	1	smallholder	smallholder	NOUN
ajam-57	265	2	market	market	NOUN
ajam-57	265	3	participation	participation	NOUN
ajam-57	265	4	under	under	ADP
ajam-57	265	5	transactions	transaction	NOUN
ajam-57	265	6	costs	cost	NOUN
ajam-57	265	7	:	:	PUNCT
ajam-57	265	8	maize	maize	NOUN
ajam-57	265	9	supply	supply	NOUN
ajam-57	265	10	and	and	CCONJ
ajam-57	265	11	fertilizer	fertilizer	NOUN
ajam-57	265	12	demand	demand	NOUN
ajam-57	265	13	in	in	ADP
ajam-57	265	14	kenya	kenya	PROPN
ajam-57	265	15	.	.	PUNCT
ajam-57	266	1	food	food	NOUN
ajam-57	266	2	pol	pol	PROPN
ajam-57	266	3	.	.	PUNCT
ajam-57	267	1	33(4):318	33(4):318	PROPN
ajam-57	267	2	-	-	PUNCT
ajam-57	267	3	28	28	NUM
ajam-57	267	4	.	.	PUNCT
ajam-57	268	1	barrett	barrett	PROPN
ajam-57	268	2	cb	cb	PROPN
ajam-57	268	3	(	(	PUNCT
ajam-57	268	4	2008	2008	NUM
ajam-57	268	5	)	)	PUNCT
ajam-57	268	6	.	.	PUNCT
ajam-57	269	1	smallholder	smallholder	NOUN
ajam-57	269	2	market	market	NOUN
ajam-57	269	3	participation	participation	NOUN
ajam-57	269	4	:	:	PUNCT
ajam-57	269	5	concepts	concept	NOUN
ajam-57	269	6	and	and	CCONJ
ajam-57	269	7	evidence	evidence	NOUN
ajam-57	269	8	from	from	ADP
ajam-57	269	9	eastern	eastern	ADJ
ajam-57	269	10	and	and	CCONJ
ajam-57	269	11	southern	southern	PROPN
ajam-57	269	12	africa	africa	PROPN
ajam-57	269	13	.	.	PUNCT
ajam-57	270	1	food	food	NOUN
ajam-57	270	2	policy	policy	NOUN
ajam-57	270	3	.	.	PUNCT
ajam-57	271	1	33:299	33:299	NUM
ajam-57	271	2	-	-	SYM
ajam-57	271	3	317	317	NUM
ajam-57	271	4	.	.	PUNCT
ajam-57	272	1	barrett	barrett	PROPN
ajam-57	272	2	cb	cb	PROPN
ajam-57	272	3	,	,	PUNCT
ajam-57	272	4	swallow	swallow	PROPN
ajam-57	272	5	bm	bm	PROPN
ajam-57	272	6	(	(	PUNCT
ajam-57	272	7	2006	2006	NUM
ajam-57	272	8	)	)	PUNCT
ajam-57	272	9	.	.	PUNCT
ajam-57	273	1	fractal	fractal	ADJ
ajam-57	273	2	poverty	poverty	NOUN
ajam-57	273	3	traps	trap	NOUN
ajam-57	273	4	,	,	PUNCT
ajam-57	273	5	world	world	NOUN
ajam-57	273	6	development	development	NOUN
ajam-57	273	7	.	.	PUNCT
ajam-57	274	1	34(1):1	34(1):1	PROPN
ajam-57	274	2	-	-	SYM
ajam-57	274	3	15	15	NUM
ajam-57	274	4	.	.	PUNCT
ajam-57	275	1	binam	binam	PROPN
ajam-57	275	2	jm	jm	PROPN
ajam-57	275	3	,	,	PUNCT
ajam-57	275	4	abdoulaye	abdoulaye	PROPN
ajam-57	275	5	t	t	PROPN
ajam-57	275	6	,	,	PUNCT
ajam-57	275	7	olarinde	olarinde	PROPN
ajam-57	275	8	l	l	PROPN
ajam-57	275	9	,	,	PUNCT
ajam-57	275	10	kamara	kamara	PROPN
ajam-57	275	11	a	a	PRON
ajam-57	275	12	,	,	PUNCT
ajam-57	275	13	adekunle	adekunle	VERB
ajam-57	275	14	a	a	PRON
ajam-57	275	15	(	(	PUNCT
ajam-57	275	16	2011	2011	NUM
ajam-57	275	17	):	):	PUNCT
ajam-57	275	18	assessing	assess	VERB
ajam-57	275	19	the	the	DET
ajam-57	275	20	potential	potential	ADJ
ajam-57	275	21	impact	impact	NOUN
ajam-57	275	22	of	of	ADP
ajam-57	275	23	integrated	integrate	VERB
ajam-57	275	24	agricultural	agricultural	ADJ
ajam-57	275	25	research	research	NOUN
ajam-57	275	26	for	for	ADP
ajam-57	275	27	development	development	NOUN
ajam-57	275	28	(	(	PUNCT
ajam-57	275	29	iar4d	iar4d	X
ajam-57	275	30	)	)	PUNCT
ajam-57	275	31	on	on	ADP
ajam-57	275	32	adoption	adoption	NOUN
ajam-57	275	33	of	of	ADP
ajam-57	275	34	improved	improved	ADJ
ajam-57	275	35	cereal	cereal	NOUN
ajam-57	275	36	-	-	PUNCT
ajam-57	275	37	legume	legume	NOUN
ajam-57	275	38	crop	crop	NOUN
ajam-57	275	39	varieties	variety	NOUN
ajam-57	275	40	in	in	ADP
ajam-57	275	41	the	the	DET
ajam-57	275	42	sudan	sudan	PROPN
ajam-57	275	43	savannah	savannah	PROPN
ajam-57	275	44	zone	zone	PROPN
ajam-57	275	45	of	of	ADP
ajam-57	275	46	nigeria	nigeria	PROPN
ajam-57	275	47	.	.	PUNCT
ajam-57	276	1	j.	j.	PROPN
ajam-57	276	2	agric	agric	PROPN
ajam-57	276	3	.	.	PUNCT
ajam-57	277	1	food	food	NOUN
ajam-57	277	2	info	info	NOUN
ajam-57	277	3	.	.	PUNCT
ajam-57	278	1	12(2):177	12(2):177	NUM
ajam-57	278	2	-	-	SYM
ajam-57	278	3	198	198	NUM
ajam-57	278	4	.	.	PUNCT
ajam-57	279	1	chanaseni	chanaseni	PROPN
ajam-57	279	2	c	c	PROPN
ajam-57	279	3	,	,	PUNCT
ajam-57	279	4	kongngoen	kongngoen	PROPN
ajam-57	279	5	s	s	X
ajam-57	279	6	(	(	PUNCT
ajam-57	279	7	1992	1992	NUM
ajam-57	279	8	)	)	PUNCT
ajam-57	279	9	.	.	PUNCT
ajam-57	280	1	extension	extension	NOUN
ajam-57	280	2	programs	program	NOUN
ajam-57	280	3	to	to	PART
ajam-57	280	4	promote	promote	VERB
ajam-57	280	5	rhizobial	rhizobial	ADJ
ajam-57	280	6	inoculants	inoculant	NOUN
ajam-57	280	7	for	for	ADP
ajam-57	280	8	soybean	soybean	NOUN
ajam-57	280	9	and	and	CCONJ
ajam-57	280	10	groundnut	groundnut	NOUN
ajam-57	280	11	in	in	ADP
ajam-57	280	12	thailand	thailand	PROPN
ajam-57	280	13	.	.	PUNCT
ajam-57	281	1	can	can	AUX
ajam-57	281	2	.	.	PUNCT
ajam-57	282	1	j.	j.	PROPN
ajam-57	282	2	microbiol	microbiol	PROPN
ajam-57	282	3	.	.	PUNCT
ajam-57	283	1	38:594	38:594	NUM
ajam-57	283	2	-	-	SYM
ajam-57	283	3	597	597	NUM
ajam-57	283	4	.	.	PUNCT
ajam-57	284	1	chianu	chianu	PROPN
ajam-57	284	2	jn	jn	PROPN
ajam-57	284	3	,	,	PUNCT
ajam-57	284	4	ohiokpehai	ohiokpehai	PROPN
ajam-57	284	5	o	o	NOUN
ajam-57	284	6	,	,	PUNCT
ajam-57	284	7	vanlauwe	vanlauwe	NOUN
ajam-57	284	8	b	b	PROPN
ajam-57	284	9	,	,	PUNCT
ajam-57	284	10	adesina	adesina	PROPN
ajam-57	284	11	a	a	X
ajam-57	284	12	,	,	PUNCT
ajam-57	284	13	de	de	X
ajam-57	284	14	groote	groote	ADJ
ajam-57	284	15	h	h	NOUN
ajam-57	284	16	,	,	PUNCT
ajam-57	284	17	sanginga	sanginga	ADJ
ajam-57	284	18	n	n	CCONJ
ajam-57	284	19	(	(	PUNCT
ajam-57	284	20	2009	2009	NUM
ajam-57	284	21	)	)	PUNCT
ajam-57	284	22	.	.	PUNCT
ajam-57	285	1	promoting	promote	VERB
ajam-57	285	2	a	a	DET
ajam-57	285	3	versatile	versatile	ADJ
ajam-57	285	4	but	but	CCONJ
ajam-57	285	5	yet	yet	ADV
ajam-57	285	6	minor	minor	ADJ
ajam-57	285	7	crop	crop	NOUN
ajam-57	285	8	:	:	PUNCT
ajam-57	285	9	soybean	soybean	NOUN
ajam-57	285	10	in	in	ADP
ajam-57	285	11	the	the	DET
ajam-57	285	12	farming	farming	NOUN
ajam-57	285	13	systems	system	NOUN
ajam-57	285	14	of	of	ADP
ajam-57	285	15	kenya	kenya	PROPN
ajam-57	285	16	.	.	PUNCT
ajam-57	286	1	j.	j.	PROPN
ajam-57	286	2	sustain	sustain	PROPN
ajam-57	286	3	.	.	PUNCT
ajam-57	287	1	dev	dev	PROPN
ajam-57	287	2	.	.	PUNCT
ajam-57	287	3	afr	afr	PROPN
ajam-57	287	4	.	.	PUNCT
ajam-57	288	1	10(4):1	10(4):1	NUM
ajam-57	288	2	-	-	SYM
ajam-57	288	3	21	21	NUM
ajam-57	288	4	.	.	PUNCT
ajam-57	289	1	cunningham	cunningham	PROPN
ajam-57	289	2	lt	lt	PROPN
ajam-57	289	3	,	,	PUNCT
ajam-57	289	4	brown	brown	ADJ
ajam-57	289	5	bw	bw	NOUN
ajam-57	289	6	,	,	PUNCT
ajam-57	289	7	anderson	anderson	PROPN
ajam-57	289	8	kb	kb	PROPN
ajam-57	289	9	,	,	PUNCT
ajam-57	289	10	tostao	tostao	ADJ
ajam-57	289	11	e	e	X
ajam-57	289	12	(	(	PUNCT
ajam-57	289	13	2008).gender	2008).gender	NUM
ajam-57	289	14	differences	difference	NOUN
ajam-57	289	15	in	in	ADP
ajam-57	289	16	marketing	market	VERB
ajam-57	289	17	styles.agric	styles.agric	PROPN
ajam-57	289	18	.	.	PUNCT
ajam-57	289	19	econ	econ	PROPN
ajam-57	289	20	.	.	PUNCT
ajam-57	290	1	38(1):1	38(1):1	NUM
ajam-57	290	2	-	-	SYM
ajam-57	290	3	7	7	NUM
ajam-57	290	4	.	.	PUNCT
ajam-57	290	5	estehuizen	estehuizen	NOUN
ajam-57	291	1	d	d	NOUN
ajam-57	291	2	(	(	PUNCT
ajam-57	291	3	2011	2011	NUM
ajam-57	291	4	)	)	PUNCT
ajam-57	291	5	.	.	PUNCT
ajam-57	292	1	zimbabwe	zimbabwe	ADJ
ajam-57	292	2	gain	gain	VERB
ajam-57	292	3	annual	annual	ADJ
ajam-57	292	4	report	report	NOUN
ajam-57	292	5	.	.	PUNCT
ajam-57	293	1	global	global	ADJ
ajam-57	293	2	agricultural	agricultural	ADJ
ajam-57	293	3	information	information	NOUN
ajam-57	293	4	network	network	NOUN
ajam-57	293	5	.	.	PUNCT
ajam-57	294	1	usda	usda	PROPN
ajam-57	294	2	foreign	foreign	PROPN
ajam-57	294	3	exchange	exchange	PROPN
ajam-57	294	4	service	service	NOUN
ajam-57	294	5	.	.	PUNCT
ajam-57	295	1	pp	pp	ADJ
ajam-57	295	2	.	.	PUNCT
ajam-57	296	1	1	1	NUM
ajam-57	296	2	-	-	SYM
ajam-57	296	3	12	12	NUM
ajam-57	296	4	.	.	PUNCT
ajam-57	297	1	fafchamps	fafchamps	PROPN
ajam-57	297	2	m	m	PROPN
ajam-57	297	3	,	,	PUNCT
ajam-57	297	4	hill	hill	PROPN
ajam-57	297	5	rv	rv	PROPN
ajam-57	297	6	(	(	PUNCT
ajam-57	297	7	2005	2005	NUM
ajam-57	297	8	)	)	PUNCT
ajam-57	297	9	.	.	PUNCT
ajam-57	298	1	selling	sell	VERB
ajam-57	298	2	at	at	ADP
ajam-57	298	3	the	the	DET
ajam-57	298	4	farmgate	farmgate	NOUN
ajam-57	298	5	or	or	CCONJ
ajam-57	298	6	traveling	travel	VERB
ajam-57	298	7	to	to	ADP
ajam-57	298	8	market	market	NOUN
ajam-57	298	9	.	.	PUNCT
ajam-57	299	1	am	be	AUX
ajam-57	299	2	.	.	PUNCT
ajam-57	300	1	j.	j.	PROPN
ajam-57	300	2	agric	agric	PROPN
ajam-57	300	3	.	.	PROPN
ajam-57	301	1	econ	econ	PROPN
ajam-57	301	2	.	.	PUNCT
ajam-57	302	1	87(3):717	87(3):717	PROPN
ajam-57	302	2	-	-	SYM
ajam-57	302	3	734	734	NUM
ajam-57	302	4	.	.	PUNCT
ajam-57	303	1	franzel	franzel	PROPN
ajam-57	303	2	f	f	PROPN
ajam-57	303	3	,	,	PUNCT
ajam-57	303	4	redfelder	redfelder	NOUN
ajam-57	303	5	e	e	NOUN
ajam-57	303	6	,	,	PUNCT
ajam-57	303	7	lang	lang	PROPN
ajam-57	303	8	ag	ag	PROPN
ajam-57	303	9	,	,	PUNCT
ajam-57	303	10	buchner	buchner	PROPN
ajam-57	303	11	a	a	PRON
ajam-57	303	12	(	(	PUNCT
ajam-57	303	13	2007	2007	NUM
ajam-57	303	14	)	)	PUNCT
ajam-57	303	15	.	.	PUNCT
ajam-57	304	1	g*power	g*power	ADV
ajam-57	304	2	:	:	PUNCT
ajam-57	305	1	a	a	DET
ajam-57	305	2	jackson	jackson	PROPN
ajam-57	305	3	et	et	PROPN
ajam-57	305	4	al	al	PROPN
ajam-57	305	5	.	.	PROPN
ajam-57	305	6	090	090	NUM
ajam-57	305	7	flexible	flexible	ADJ
ajam-57	305	8	statistical	statistical	ADJ
ajam-57	305	9	power	power	NOUN
ajam-57	305	10	analyses	analyse	VERB
ajam-57	305	11	program	program	NOUN
ajam-57	305	12	for	for	ADP
ajam-57	305	13	social	social	ADJ
ajam-57	305	14	,	,	PUNCT
ajam-57	305	15	behavioural	behavioural	ADJ
ajam-57	305	16	and	and	CCONJ
ajam-57	305	17	biomedical	biomedical	ADJ
ajam-57	305	18	sciences	science	NOUN
ajam-57	305	19	.	.	PUNCT
ajam-57	306	1	behav	behav	PROPN
ajam-57	306	2	.	.	PUNCT
ajam-57	307	1	res	re	NOUN
ajam-57	307	2	.	.	PUNCT
ajam-57	308	1	methods	method	NOUN
ajam-57	308	2	39(2):175	39(2):175	PROPN
ajam-57	308	3	-	-	SYM
ajam-57	308	4	191	191	NUM
ajam-57	308	5	.	.	PUNCT
ajam-57	309	1	giller	giller	PROPN
ajam-57	309	2	ke	ke	PROPN
ajam-57	309	3	,	,	PUNCT
ajam-57	309	4	rowe	rowe	PROPN
ajam-57	309	5	e	e	PROPN
ajam-57	309	6	,	,	PUNCT
ajam-57	309	7	de	de	PROPN
ajam-57	309	8	ridder	ridder	PROPN
ajam-57	309	9	n	n	PROPN
ajam-57	309	10	,	,	PUNCT
ajam-57	309	11	van	van	PROPN
ajam-57	309	12	keulen	keulen	NOUN
ajam-57	309	13	h	h	PROPN
ajam-57	309	14	(	(	PUNCT
ajam-57	309	15	2006	2006	NUM
ajam-57	309	16	)	)	PUNCT
ajam-57	309	17	.	.	PUNCT
ajam-57	310	1	resource	resource	NOUN
ajam-57	310	2	use	use	VERB
ajam-57	310	3	dynamics	dynamic	NOUN
ajam-57	310	4	and	and	CCONJ
ajam-57	310	5	interactions	interaction	NOUN
ajam-57	310	6	in	in	ADP
ajam-57	310	7	the	the	DET
ajam-57	310	8	tropics	tropic	NOUN
ajam-57	310	9	:	:	PUNCT
ajam-57	310	10	scaling	scale	VERB
ajam-57	310	11	up	up	ADP
ajam-57	310	12	in	in	ADP
ajam-57	310	13	space	space	NOUN
ajam-57	310	14	and	and	CCONJ
ajam-57	310	15	time	time	NOUN
ajam-57	310	16	.	.	PUNCT
ajam-57	311	1	agric	agric	PROPN
ajam-57	311	2	.	.	PUNCT
ajam-57	312	1	syst	syst	PROPN
ajam-57	312	2	.	.	PUNCT
ajam-57	313	1	88:8	88:8	NUM
ajam-57	313	2	-	-	SYM
ajam-57	313	3	27	27	NUM
ajam-57	313	4	.	.	PUNCT
ajam-57	314	1	goetz	goetz	PROPN
ajam-57	314	2	sj	sj	PROPN
ajam-57	314	3	(	(	PUNCT
ajam-57	314	4	1992	1992	NUM
ajam-57	314	5	)	)	PUNCT
ajam-57	314	6	.	.	PUNCT
ajam-57	315	1	a	a	DET
ajam-57	315	2	selectivity	selectivity	NOUN
ajam-57	315	3	model	model	NOUN
ajam-57	315	4	of	of	ADP
ajam-57	315	5	household	household	NOUN
ajam-57	315	6	food	food	NOUN
ajam-57	315	7	marketing	marketing	NOUN
ajam-57	315	8	behavior	behavior	NOUN
ajam-57	315	9	in	in	ADP
ajam-57	315	10	sub	sub	ADJ
ajam-57	315	11	-	-	ADJ
ajam-57	315	12	saharan	saharan	ADJ
ajam-57	315	13	africa	africa	PROPN
ajam-57	315	14	.	.	PUNCT
ajam-57	316	1	am	be	AUX
ajam-57	316	2	.	.	PUNCT
ajam-57	317	1	j.	j.	PROPN
ajam-57	317	2	agric	agric	PROPN
ajam-57	317	3	.	.	PROPN
ajam-57	318	1	econ	econ	PROPN
ajam-57	318	2	.	.	PUNCT
ajam-57	319	1	74(2):444	74(2):444	NUM
ajam-57	319	2	-	-	SYM
ajam-57	319	3	452	452	NUM
ajam-57	319	4	.	.	PUNCT
ajam-57	320	1	greene	greene	PROPN
ajam-57	320	2	w	w	PROPN
ajam-57	320	3	h	h	PROPN
ajam-57	320	4	(	(	PUNCT
ajam-57	320	5	2003	2003	NUM
ajam-57	320	6	)	)	PUNCT
ajam-57	320	7	.	.	PUNCT
ajam-57	321	1	econometric	econometric	ADJ
ajam-57	321	2	analysis	analysis	NOUN
ajam-57	321	3	,	,	PUNCT
ajam-57	321	4	fifth	fifth	ADJ
ajam-57	321	5	edition	edition	NOUN
ajam-57	321	6	.	.	PUNCT
ajam-57	322	1	pearson	pearson	PROPN
ajam-57	322	2	education	education	PROPN
ajam-57	322	3	international	international	PROPN
ajam-57	322	4	,	,	PUNCT
ajam-57	322	5	usa	usa	PROPN
ajam-57	322	6	.	.	PROPN
ajam-57	322	7	holloway	holloway	PROPN
ajam-57	322	8	g	g	PROPN
ajam-57	322	9	,	,	PUNCT
ajam-57	322	10	nicholson	nicholson	PROPN
ajam-57	322	11	c	c	AUX
ajam-57	322	12	,	,	PUNCT
ajam-57	322	13	delgado	delgado	VERB
ajam-57	322	14	c	c	X
ajam-57	322	15	,	,	PUNCT
ajam-57	322	16	ehui	ehui	PROPN
ajam-57	322	17	s	s	PART
ajam-57	322	18	,	,	PUNCT
ajam-57	322	19	staal	staal	PROPN
ajam-57	322	20	s	s	PART
ajam-57	322	21	(	(	PUNCT
ajam-57	322	22	2000	2000	NUM
ajam-57	322	23	)	)	PUNCT
ajam-57	322	24	.	.	PUNCT
ajam-57	323	1	agroindustrialization	agroindustrialization	NOUN
ajam-57	323	2	through	through	ADP
ajam-57	323	3	institutional	institutional	ADJ
ajam-57	323	4	innovation	innovation	NOUN
ajam-57	323	5	:	:	PUNCT
ajam-57	324	1	transactions	transaction	NOUN
ajam-57	324	2	costs	cost	NOUN
ajam-57	324	3	,	,	PUNCT
ajam-57	324	4	cooperatives	cooperative	NOUN
ajam-57	324	5	and	and	CCONJ
ajam-57	324	6	milk	milk	NOUN
ajam-57	324	7	-	-	PUNCT
ajam-57	324	8	market	market	NOUN
ajam-57	324	9	development	development	NOUN
ajam-57	324	10	in	in	ADP
ajam-57	324	11	the	the	DET
ajam-57	324	12	east	east	ADJ
ajam-57	324	13	african	african	PROPN
ajam-57	324	14	highlands	highlands	PROPN
ajam-57	324	15	.	.	PUNCT
ajam-57	324	16	agric	agric	PROPN
ajam-57	324	17	.	.	PUNCT
ajam-57	324	18	econ	econ	PROPN
ajam-57	324	19	.	.	PUNCT
ajam-57	325	1	23:279	23:279	NUM
ajam-57	325	2	-	-	SYM
ajam-57	325	3	288	288	NUM
ajam-57	325	4	.	.	PUNCT
ajam-57	326	1	huang	huang	PROPN
ajam-57	326	2	c	c	PROPN
ajam-57	326	3	,	,	PUNCT
ajam-57	326	4	raunikar	raunikar	VERB
ajam-57	326	5	r	r	NOUN
ajam-57	326	6	,	,	PUNCT
ajam-57	326	7	misra	misra	NOUN
ajam-57	326	8	s	s	PART
ajam-57	326	9	(	(	PUNCT
ajam-57	326	10	1991	1991	NUM
ajam-57	326	11	)	)	PUNCT
ajam-57	326	12	.	.	PUNCT
ajam-57	327	1	the	the	DET
ajam-57	327	2	application	application	NOUN
ajam-57	327	3	and	and	CCONJ
ajam-57	327	4	economic	economic	ADJ
ajam-57	327	5	interpretation	interpretation	NOUN
ajam-57	327	6	of	of	ADP
ajam-57	327	7	selectivity	selectivity	NOUN
ajam-57	327	8	models	model	NOUN
ajam-57	327	9	.	.	PUNCT
ajam-57	328	1	am	be	AUX
ajam-57	328	2	.	.	PUNCT
ajam-57	329	1	j.	j.	PROPN
ajam-57	329	2	agric	agric	PROPN
ajam-57	329	3	.	.	PROPN
ajam-57	330	1	econ	econ	PROPN
ajam-57	330	2	.	.	PUNCT
ajam-57	331	1	73(2):496501	73(2):496501	X
ajam-57	331	2	.	.	NOUN
ajam-57	331	3	ifad	ifad	PROPN
ajam-57	331	4	(	(	PUNCT
ajam-57	331	5	2003	2003	NUM
ajam-57	331	6	)	)	PUNCT
ajam-57	331	7	.	.	PUNCT
ajam-57	332	1	promoting	promote	VERB
ajam-57	332	2	market	market	NOUN
ajam-57	332	3	access	access	NOUN
ajam-57	332	4	for	for	ADP
ajam-57	332	5	the	the	DET
ajam-57	332	6	rural	rural	ADJ
ajam-57	332	7	poor	poor	ADJ
ajam-57	332	8	in	in	ADP
ajam-57	332	9	order	order	NOUN
ajam-57	332	10	to	to	PART
ajam-57	332	11	achieve	achieve	VERB
ajam-57	332	12	the	the	DET
ajam-57	332	13	millennium	millennium	NOUN
ajam-57	332	14	development	development	NOUN
ajam-57	332	15	goals	goal	NOUN
ajam-57	332	16	.	.	PUNCT
ajam-57	333	1	discussion	discussion	NOUN
ajam-57	333	2	paper	paper	NOUN
ajam-57	333	3	.	.	PUNCT
ajam-57	334	1	rome	rome	PROPN
ajam-57	334	2	.	.	PUNCT
ajam-57	335	1	jagwe	jagwe	PROPN
ajam-57	335	2	j	j	PROPN
ajam-57	335	3	,	,	PUNCT
ajam-57	335	4	machethe	machethe	PROPN
ajam-57	335	5	c	c	X
ajam-57	335	6	,	,	PUNCT
ajam-57	335	7	ouma	ouma	PROPN
ajam-57	335	8	e	e	PROPN
ajam-57	335	9	(	(	PUNCT
ajam-57	335	10	2010	2010	NUM
ajam-57	335	11	)	)	PUNCT
ajam-57	335	12	.	.	PUNCT
ajam-57	336	1	transaction	transaction	NOUN
ajam-57	336	2	costs	cost	NOUN
ajam-57	336	3	and	and	CCONJ
ajam-57	336	4	smallholder	smallholder	NOUN
ajam-57	336	5	farmers	farmer	NOUN
ajam-57	336	6	’	'	PUNCT
ajam-57	336	7	participation	participation	NOUN
ajam-57	336	8	in	in	ADP
ajam-57	336	9	banana	banana	NOUN
ajam-57	336	10	markets	market	NOUN
ajam-57	336	11	in	in	ADP
ajam-57	336	12	the	the	DET
ajam-57	336	13	great	great	ADJ
ajam-57	336	14	lakes	lake	NOUN
ajam-57	336	15	region	region	NOUN
ajam-57	336	16	of	of	ADP
ajam-57	336	17	burundi	burundi	PROPN
ajam-57	336	18	,	,	PUNCT
ajam-57	336	19	rwanda	rwanda	PROPN
ajam-57	336	20	and	and	CCONJ
ajam-57	336	21	the	the	DET
ajam-57	336	22	democratic	democratic	PROPN
ajam-57	336	23	republic	republic	PROPN
ajam-57	336	24	of	of	ADP
ajam-57	336	25	congo	congo	PROPN
ajam-57	336	26	.	.	PUNCT
ajam-57	337	1	afr	afr	PROPN
ajam-57	337	2	.	.	PUNCT
ajam-57	338	1	j.	j.	PROPN
ajam-57	338	2	agric	agric	PROPN
ajam-57	338	3	.	.	PUNCT
ajam-57	339	1	res	re	NOUN
ajam-57	339	2	.	.	PUNCT
ajam-57	340	1	6(1):1	6(1):1	PROPN
ajam-57	340	2	-	-	PUNCT
ajam-57	340	3	16	16	NUM
ajam-57	340	4	.	.	PUNCT
ajam-57	341	1	jayne	jayne	PROPN
ajam-57	341	2	ts	ts	PROPN
ajam-57	341	3	,	,	PUNCT
ajam-57	341	4	jones	jones	PROPN
ajam-57	341	5	s	s	PART
ajam-57	341	6	(	(	PUNCT
ajam-57	341	7	1997	1997	NUM
ajam-57	341	8	)	)	PUNCT
ajam-57	341	9	.	.	PUNCT
ajam-57	342	1	food	food	NOUN
ajam-57	342	2	marketing	marketing	NOUN
ajam-57	342	3	and	and	CCONJ
ajam-57	342	4	pricing	pricing	NOUN
ajam-57	342	5	policy	policy	NOUN
ajam-57	342	6	in	in	ADP
ajam-57	342	7	eastern	eastern	ADJ
ajam-57	342	8	and	and	CCONJ
ajam-57	342	9	southern	southern	PROPN
ajam-57	342	10	africa	africa	PROPN
ajam-57	342	11	:	:	PUNCT
ajam-57	342	12	a	a	DET
ajam-57	342	13	survey	survey	NOUN
ajam-57	342	14	.	.	PUNCT
ajam-57	343	1	w	w	PROPN
ajam-57	343	2	orld	orld	PROPN
ajam-57	343	3	dev	dev	PROPN
ajam-57	343	4	.	.	PUNCT
ajam-57	344	1	25(9):1505	25(9):1505	NUM
ajam-57	344	2	-	-	SYM
ajam-57	344	3	1527	1527	NUM
ajam-57	344	4	.	.	PUNCT
ajam-57	345	1	key	key	ADJ
ajam-57	345	2	n	n	CCONJ
ajam-57	345	3	,	,	PUNCT
ajam-57	345	4	sadoulet	sadoulet	NOUN
ajam-57	345	5	e	e	NOUN
ajam-57	345	6	,	,	PUNCT
ajam-57	345	7	de	de	X
ajam-57	345	8	janvry	janvry	PROPN
ajam-57	345	9	a	a	DET
ajam-57	345	10	(	(	PUNCT
ajam-57	345	11	2000).transactions	2000).transactions	NUM
ajam-57	345	12	costs	cost	NOUN
ajam-57	345	13	and	and	CCONJ
ajam-57	345	14	agricultural	agricultural	ADJ
ajam-57	345	15	household	household	NOUN
ajam-57	345	16	supply	supply	NOUN
ajam-57	345	17	response	response	NOUN
ajam-57	345	18	.	.	PUNCT
ajam-57	346	1	am	be	AUX
ajam-57	346	2	.	.	PUNCT
ajam-57	347	1	j.	j.	PROPN
ajam-57	347	2	agric	agric	PROPN
ajam-57	347	3	.	.	PUNCT
ajam-57	348	1	econ.82(1):245	econ.82(1):245	PROPN
ajam-57	348	2	-	-	PUNCT
ajam-57	348	3	259	259	NUM
ajam-57	348	4	.	.	PUNCT
ajam-57	349	1	mabika	mabika	PROPN
ajam-57	349	2	v	v	PROPN
ajam-57	349	3	,	,	PUNCT
ajam-57	349	4	mariga	mariga	ADV
ajam-57	349	5	ik	ik	PROPN
ajam-57	349	6	(	(	PUNCT
ajam-57	349	7	1996	1996	NUM
ajam-57	349	8	)	)	PUNCT
ajam-57	349	9	.	.	PUNCT
ajam-57	350	1	an	an	DET
ajam-57	350	2	overview	overview	NOUN
ajam-57	350	3	of	of	ADP
ajam-57	350	4	soyabean	soyabean	ADJ
ajam-57	350	5	research	research	NOUN
ajam-57	350	6	in	in	ADP
ajam-57	350	7	smallholder	smallholder	NOUN
ajam-57	350	8	farming	farming	NOUN
ajam-57	350	9	sector	sector	NOUN
ajam-57	350	10	of	of	ADP
ajam-57	350	11	zimbabwe	zimbabwe	PROPN
ajam-57	350	12	.	.	PUNCT
ajam-57	351	1	in	in	ADP
ajam-57	351	2	:	:	PUNCT
ajam-57	351	3	soyabean	soyabean	VERB
ajam-57	351	4	in	in	ADP
ajam-57	351	5	the	the	DET
ajam-57	351	6	smallholder	smallholder	NOUN
ajam-57	351	7	cropping	crop	VERB
ajam-57	351	8	systems	system	NOUN
ajam-57	351	9	in	in	ADP
ajam-57	351	10	zimbabwe	zimbabwe	PROPN
ajam-57	351	11	.	.	PUNCT
ajam-57	351	12	mpepereki	mpepereki	PROPN
ajam-57	351	13	,	,	PUNCT
ajam-57	351	14	s.	s.	PROPN
ajam-57	351	15	,	,	PUNCT
ajam-57	351	16	giller	giller	PROPN
ajam-57	351	17	k.e	k.e	PROPN
ajam-57	351	18	and	and	CCONJ
ajam-57	351	19	makonese	makonese	PROPN
ajam-57	351	20	,	,	PUNCT
ajam-57	351	21	f.	f.	PROPN
ajam-57	351	22	(	(	PUNCT
ajam-57	351	23	eds	eds	PROPN
ajam-57	351	24	)	)	PUNCT
ajam-57	351	25	.	.	PUNCT
ajam-57	352	1	government	government	NOUN
ajam-57	352	2	printers	printer	VERB
ajam-57	352	3	zimbabwe	zimbabwe	PROPN
ajam-57	352	4	.	.	PUNCT
ajam-57	353	1	pp.12	pp.12	PROPN
ajam-57	353	2	-	-	PUNCT
ajam-57	353	3	17	17	NUM
ajam-57	353	4	.	.	PUNCT
ajam-57	354	1	madanzi	madanzi	PROPN
ajam-57	354	2	t	t	PROPN
ajam-57	354	3	,	,	PUNCT
ajam-57	354	4	chiduza	chiduza	PROPN
ajam-57	354	5	c	c	PROPN
ajam-57	354	6	,	,	PUNCT
ajam-57	354	7	kageler	kageler	PROPN
ajam-57	354	8	sjr	sjr	PROPN
ajam-57	354	9	,	,	PUNCT
ajam-57	354	10	muziri	muziri	PROPN
ajam-57	354	11	t	t	PROPN
ajam-57	354	12	(	(	PUNCT
ajam-57	354	13	2012	2012	NUM
ajam-57	354	14	)	)	PUNCT
ajam-57	354	15	.	.	PUNCT
ajam-57	355	1	effects	effect	NOUN
ajam-57	355	2	of	of	ADP
ajam-57	355	3	different	different	ADJ
ajam-57	355	4	plant	plant	NOUN
ajam-57	355	5	populations	population	NOUN
ajam-57	355	6	on	on	ADP
ajam-57	355	7	yield	yield	NOUN
ajam-57	355	8	of	of	ADP
ajam-57	355	9	different	different	ADJ
ajam-57	355	10	soybean	soybean	NOUN
ajam-57	355	11	(	(	PUNCT
ajam-57	355	12	glycine	glycine	NOUN
ajam-57	355	13	max	max	PROPN
ajam-57	355	14	(	(	PUNCT
ajam-57	355	15	l	l	NOUN
ajam-57	355	16	)	)	PUNCT
ajam-57	355	17	merrill	merrill	NOUN
ajam-57	355	18	)	)	PUNCT
ajam-57	355	19	varieties	variety	NOUN
ajam-57	355	20	in	in	ADP
ajam-57	355	21	a	a	DET
ajam-57	355	22	smallholder	smallholder	NOUN
ajam-57	355	23	sector	sector	NOUN
ajam-57	355	24	in	in	ADP
ajam-57	355	25	zimbabwe	zimbabwe	PROPN
ajam-57	355	26	.	.	PUNCT
ajam-57	356	1	j.	j.	PROPN
ajam-57	356	2	agron.11(1):9	agron.11(1):9	PROPN
ajam-57	356	3	-	-	PUNCT
ajam-57	356	4	16	16	PROPN
ajam-57	356	5	.	.	PUNCT
ajam-57	357	1	makhura	makhura	PROPN
ajam-57	357	2	mn	mn	PROPN
ajam-57	357	3	,	,	PUNCT
ajam-57	357	4	kirsten	kirsten	PROPN
ajam-57	357	5	j	j	PROPN
ajam-57	357	6	,	,	PUNCT
ajam-57	357	7	delgado	delgado	VERB
ajam-57	357	8	c	c	PROPN
ajam-57	357	9	(	(	PUNCT
ajam-57	357	10	2001	2001	NUM
ajam-57	357	11	)	)	PUNCT
ajam-57	357	12	.	.	PUNCT
ajam-57	358	1	transaction	transaction	NOUN
ajam-57	358	2	costs	cost	NOUN
ajam-57	358	3	and	and	CCONJ
ajam-57	358	4	smallholder	smallholder	NOUN
ajam-57	358	5	participation	participation	NOUN
ajam-57	358	6	in	in	ADP
ajam-57	358	7	the	the	DET
ajam-57	358	8	maize	maize	NOUN
ajam-57	358	9	market	market	NOUN
ajam-57	358	10	in	in	ADP
ajam-57	358	11	the	the	DET
ajam-57	358	12	northern	northern	ADJ
ajam-57	358	13	province	province	NOUN
ajam-57	358	14	of	of	ADP
ajam-57	358	15	south	south	PROPN
ajam-57	358	16	africa	africa	PROPN
ajam-57	358	17	.	.	PUNCT
ajam-57	359	1	seventh	seventh	ADJ
ajam-57	359	2	eastern	eastern	ADJ
ajam-57	359	3	and	and	CCONJ
ajam-57	359	4	southern	southern	PROPN
ajam-57	359	5	africa	africa	PROPN
ajam-57	359	6	regional	regional	PROPN
ajam-57	359	7	maize	maize	PROPN
ajam-57	359	8	conference	conference	NOUN
ajam-57	359	9	,	,	PUNCT
ajam-57	359	10	11	11	NUM
ajam-57	359	11	-	-	PUNCT
ajam-57	359	12	15th	15th	NOUN
ajam-57	359	13	february	february	NOUN
ajam-57	359	14	.	.	PUNCT
ajam-57	360	1	p.	p.	NOUN
ajam-57	360	2	463	463	NUM
ajam-57	360	3	.	.	PUNCT
ajam-57	361	1	ojiem	ojiem	PROPN
ajam-57	361	2	jo	jo	PROPN
ajam-57	361	3	,	,	PUNCT
ajam-57	361	4	vanlauwe	vanlauwe	NOUN
ajam-57	361	5	b	b	PROPN
ajam-57	361	6	,	,	PUNCT
ajam-57	361	7	de	de	PROPN
ajam-57	361	8	ridder	ridder	PROPN
ajam-57	361	9	n	n	PROPN
ajam-57	361	10	,	,	PUNCT
ajam-57	361	11	giller	giller	PROPN
ajam-57	361	12	ke	ke	PROPN
ajam-57	361	13	(	(	PUNCT
ajam-57	361	14	2007	2007	NUM
ajam-57	361	15	)	)	PUNCT
ajam-57	361	16	.	.	PUNCT
ajam-57	362	1	niche	niche	NOUN
ajam-57	362	2	-	-	PUNCT
ajam-57	362	3	based	base	VERB
ajam-57	362	4	assessment	assessment	NOUN
ajam-57	362	5	of	of	ADP
ajam-57	362	6	contributions	contribution	NOUN
ajam-57	362	7	oflegumes	oflegume	NOUN
ajam-57	362	8	to	to	ADP
ajam-57	362	9	the	the	DET
ajam-57	362	10	nitrogen	nitrogen	NOUN
ajam-57	362	11	economy	economy	NOUN
ajam-57	362	12	of	of	ADP
ajam-57	362	13	w	w	PROPN
ajam-57	362	14	estern	estern	PROPN
ajam-57	362	15	kenya	kenya	PROPN
ajam-57	362	16	smallholder	smallholder	NOUN
ajam-57	362	17	farms	farm	NOUN
ajam-57	362	18	.	.	PUNCT
ajam-57	363	1	plant	plant	NOUN
ajam-57	363	2	soil	soil	NOUN
ajam-57	363	3	292:119	292:119	NUM
ajam-57	363	4	-	-	SYM
ajam-57	363	5	135	135	NUM
ajam-57	363	6	.	.	PUNCT
ajam-57	364	1	okoyo	okoyo	PROPN
ajam-57	364	2	bc	bc	PROPN
ajam-57	364	3	,	,	PUNCT
ajam-57	364	4	onyenweaku	onyenweaku	PROPN
ajam-57	364	5	ce	ce	PROPN
ajam-57	364	6	,	,	PUNCT
ajam-57	364	7	ukoha	ukoha	PROPN
ajam-57	364	8	oo	oo	NOUN
ajam-57	364	9	(	(	PUNCT
ajam-57	364	10	2010	2010	NUM
ajam-57	364	11	)	)	PUNCT
ajam-57	364	12	.	.	PUNCT
ajam-57	365	1	an	an	DET
ajam-57	365	2	ordered	order	VERB
ajam-57	365	3	probit	probit	NOUN
ajam-57	365	4	model	model	NOUN
ajam-57	365	5	analysis	analysis	NOUN
ajam-57	365	6	oftransaction	oftransaction	NOUN
ajam-57	365	7	costs	cost	NOUN
ajam-57	365	8	and	and	CCONJ
ajam-57	365	9	market	market	NOUN
ajam-57	365	10	participation	participation	NOUN
ajam-57	365	11	by	by	ADP
ajam-57	365	12	small	small	ADJ
ajam-57	365	13	-	-	PUNCT
ajam-57	365	14	holder	holder	NOUN
ajam-57	365	15	cassava	cassava	NOUN
ajam-57	365	16	farmers	farmer	NOUN
ajam-57	365	17	in	in	ADP
ajam-57	365	18	south	south	ADJ
ajam-57	365	19	-	-	PUNCT
ajam-57	365	20	eastern	eastern	ADJ
ajam-57	365	21	nigeria.mpra	nigeria.mpra	PROPN
ajam-57	365	22	munich	munich	PROPN
ajam-57	365	23	personal	personal	PROPN
ajam-57	365	24	repec	repec	PROPN
ajam-57	365	25	archive	archive	PROPN
ajam-57	365	26	mpra	mpra	PROPN
ajam-57	365	27	paper	paper	PROPN
ajam-57	365	28	no	no	PROPN
ajam-57	365	29	.	.	PROPN
ajam-57	365	30	26114	26114	NUM
ajam-57	365	31	,	,	PUNCT
ajam-57	365	32	posted	post	VERB
ajam-57	365	33	22	22	NUM
ajam-57	365	34	.	.	PUNCT
ajam-57	366	1	october	october	PROPN
ajam-57	366	2	2010	2010	NUM
ajam-57	366	3	.	.	PUNCT
ajam-57	367	1	http://mpra.ub.uni-muenchen.de/26114/	http://mpra.ub.uni-muenchen.de/26114/	X
ajam-57	367	2	omiti	omiti	PROPN
ajam-57	367	3	jm	jm	PROPN
ajam-57	367	4	(	(	PUNCT
ajam-57	367	5	2009	2009	NUM
ajam-57	367	6	)	)	PUNCT
ajam-57	367	7	.	.	PUNCT
ajam-57	368	1	factors	factor	NOUN
ajam-57	368	2	affecting	affect	VERB
ajam-57	368	3	the	the	DET
ajam-57	368	4	intensity	intensity	NOUN
ajam-57	368	5	of	of	ADP
ajam-57	368	6	market	market	NOUN
ajam-57	368	7	participation	participation	NOUN
ajam-57	368	8	by	by	ADP
ajam-57	368	9	smallholder	smallholder	NOUN
ajam-57	368	10	farmers	farmer	NOUN
ajam-57	368	11	:	:	PUNCT
ajam-57	368	12	a	a	DET
ajam-57	368	13	case	case	NOUN
ajam-57	368	14	study	study	NOUN
ajam-57	368	15	of	of	ADP
ajam-57	368	16	rural	rural	ADJ
ajam-57	368	17	and	and	CCONJ
ajam-57	368	18	peri	peri	NOUN
ajam-57	368	19	-	-	PUNCT
ajam-57	368	20	urban	urban	ADJ
ajam-57	368	21	areas	area	NOUN
ajam-57	368	22	of	of	ADP
ajam-57	368	23	kenya	kenya	PROPN
ajam-57	368	24	.	.	PUNCT
ajam-57	369	1	afr	afr	PROPN
ajam-57	369	2	.	.	PUNCT
ajam-57	370	1	j.	j.	PROPN
ajam-57	370	2	agric	agric	PROPN
ajam-57	370	3	.	.	PUNCT
ajam-57	371	1	resour	resour	PROPN
ajam-57	371	2	.	.	PUNCT
ajam-57	372	1	econ	econ	PROPN
ajam-57	372	2	.	.	PUNCT
ajam-57	373	1	3(1):57	3(1):57	NUM
ajam-57	373	2	-	-	SYM
ajam-57	373	3	82	82	NUM
ajam-57	373	4	.	.	PUNCT
ajam-57	374	1	phiri	phiri	PROPN
ajam-57	375	1	na	na	PROPN
ajam-57	375	2	,	,	PUNCT
ajam-57	375	3	otieno	otieno	ADV
ajam-57	375	4	g	g	PROPN
ajam-57	375	5	(	(	PUNCT
ajam-57	375	6	2008	2008	NUM
ajam-57	375	7	)	)	PUNCT
ajam-57	375	8	.	.	PUNCT
ajam-57	376	1	report	report	NOUN
ajam-57	376	2	on	on	ADP
ajam-57	376	3	managing	manage	VERB
ajam-57	376	4	pests	pest	NOUN
ajam-57	376	5	of	of	ADP
ajam-57	376	6	stored	store	VERB
ajam-57	376	7	maize	maize	NOUN
ajam-57	376	8	in	in	ADP
ajam-57	376	9	kenya	kenya	PROPN
ajam-57	376	10	,	,	PUNCT
ajam-57	376	11	malawi	malawi	PROPN
ajam-57	376	12	and	and	CCONJ
ajam-57	376	13	tanzania	tanzania	PROPN
ajam-57	376	14	.	.	PUNCT
ajam-57	377	1	nairobi	nairobi	PROPN
ajam-57	377	2	:	:	PUNCT
ajam-57	377	3	the	the	DET
ajam-57	377	4	mdg	mdg	PROPN
ajam-57	377	5	centre	centre	NOUN
ajam-57	377	6	,	,	PUNCT
ajam-57	377	7	east	east	ADJ
ajam-57	377	8	and	and	CCONJ
ajam-57	377	9	southern	southern	PROPN
ajam-57	377	10	africa	africa	PROPN
ajam-57	377	11	.	.	PUNCT
ajam-57	378	1	pingali	pingali	PROPN
ajam-57	378	2	p	p	PROPN
ajam-57	378	3	,	,	PUNCT
ajam-57	378	4	khwaja	khwaja	PROPN
ajam-57	378	5	y	y	PROPN
ajam-57	378	6	,	,	PUNCT
ajam-57	378	7	meijer	meijer	NOUN
ajam-57	378	8	m	m	PROPN
ajam-57	378	9	(	(	PUNCT
ajam-57	378	10	2005	2005	NUM
ajam-57	378	11	)	)	PUNCT
ajam-57	378	12	.	.	PUNCT
ajam-57	379	1	commercializing	commercialize	VERB
ajam-57	379	2	small	small	ADJ
ajam-57	379	3	farmers	farmer	NOUN
ajam-57	379	4	:	:	PUNCT
ajam-57	379	5	reducingtransaction	reducingtransaction	NOUN
ajam-57	379	6	costs	cost	NOUN
ajam-57	379	7	.	.	PUNCT
ajam-57	380	1	fao	fao	PROPN
ajam-57	380	2	/	/	SYM
ajam-57	380	3	esa	esa	PROPN
ajam-57	380	4	w	w	PROPN
ajam-57	380	5	orking	orke	VERB
ajam-57	380	6	paper	paper	NOUN
ajam-57	380	7	no	no	NOUN
ajam-57	380	8	.	.	PROPN
ajam-57	380	9	05	05	NUM
ajam-57	380	10	-	-	SYM
ajam-57	380	11	08	08	NUM
ajam-57	380	12	.	.	PUNCT
ajam-57	381	1	fao	fao	PROPN
ajam-57	381	2	,	,	PUNCT
ajam-57	381	3	rome	rome	PROPN
ajam-57	381	4	,	,	PUNCT
ajam-57	381	5	italy	italy	PROPN
ajam-57	381	6	.	.	PUNCT
ajam-57	382	1	shumba	shumba	PROPN
ajam-57	382	2	-	-	PUNCT
ajam-57	382	3	munyulwa	munyulwa	NOUN
ajam-57	382	4	d	d	PROPN
ajam-57	382	5	(	(	PUNCT
ajam-57	382	6	1996	1996	NUM
ajam-57	382	7	)	)	PUNCT
ajam-57	382	8	.	.	PUNCT
ajam-57	383	1	soyabean	soyabean	VERB
ajam-57	383	2	in	in	ADP
ajam-57	383	3	semi	semi	ADJ
ajam-57	383	4	arid	arid	PROPN
ajam-57	383	5	zimbbawe	zimbbawe	PROPN
ajam-57	383	6	:	:	PUNCT
ajam-57	383	7	production	production	NOUN
ajam-57	383	8	and	and	CCONJ
ajam-57	383	9	utilisation	utilisation	NOUN
ajam-57	383	10	.	.	PUNCT
ajam-57	384	1	proceedings	proceeding	NOUN
ajam-57	384	2	of	of	ADP
ajam-57	384	3	the	the	DET
ajam-57	384	4	preparatory	preparatory	ADJ
ajam-57	384	5	workshop	workshop	NOUN
ajam-57	384	6	on	on	ADP
ajam-57	384	7	research	research	NOUN
ajam-57	384	8	into	into	ADP
ajam-57	384	9	promiscouos	promiscouos	ADJ
ajam-57	384	10	nodulating	nodulate	VERB
ajam-57	384	11	soyabeans	soyabean	NOUN
ajam-57	384	12	.	.	PUNCT
ajam-57	385	1	february	february	PROPN
ajam-57	385	2	8	8	NUM
ajam-57	385	3	-	-	SYM
ajam-57	385	4	9	9	NUM
ajam-57	385	5	,	,	PUNCT
ajam-57	385	6	university	university	NOUN
ajam-57	385	7	of	of	ADP
ajam-57	385	8	zimbabwe	zimbabwe	PROPN
ajam-57	385	9	,	,	PUNCT
ajam-57	385	10	harare	harare	PROPN
ajam-57	385	11	.	.	PUNCT
ajam-57	386	1	pp	pp	ADJ
ajam-57	386	2	.	.	PUNCT
ajam-57	387	1	18	18	NUM
ajam-57	387	2	-	-	SYM
ajam-57	387	3	21	21	NUM
ajam-57	387	4	.	.	PUNCT
ajam-57	388	1	siziba	siziba	PROPN
ajam-57	388	2	s	s	PROPN
ajam-57	388	3	,	,	PUNCT
ajam-57	388	4	nyikahadzoi	nyikahadzoi	VERB
ajam-57	388	5	k	k	PROPN
ajam-57	388	6	,	,	PUNCT
ajam-57	388	7	diagne	diagne	VERB
ajam-57	388	8	a	a	PRON
ajam-57	388	9	,	,	PUNCT
ajam-57	388	10	fatunbi	fatunbi	NOUN
ajam-57	388	11	ao	ao	NOUN
ajam-57	388	12	,	,	PUNCT
ajam-57	388	13	adekunle	adekunle	VERB
ajam-57	388	14	aa	aa	NOUN
ajam-57	388	15	(	(	PUNCT
ajam-57	388	16	2011	2011	NUM
ajam-57	388	17	)	)	PUNCT
ajam-57	388	18	.	.	PUNCT
ajam-57	389	1	determinants	determinant	NOUN
ajam-57	389	2	of	of	ADP
ajam-57	389	3	cereal	cereal	NOUN
ajam-57	389	4	market	market	NOUN
ajam-57	389	5	participation	participation	NOUN
ajam-57	389	6	by	by	ADP
ajam-57	389	7	sub	sub	ADJ
ajam-57	389	8	-	-	ADJ
ajam-57	389	9	saharan	saharan	ADJ
ajam-57	389	10	africa	africa	PROPN
ajam-57	389	11	smallholder	smallholder	PROPN
ajam-57	389	12	farmer	farmer	PROPN
ajam-57	389	13	.	.	PUNCT
ajam-57	390	1	learning	learn	VERB
ajam-57	390	2	publics	public	NOUN
ajam-57	390	3	j.	j.	PROPN
ajam-57	390	4	agric	agric	PROPN
ajam-57	390	5	.	.	PUNCT
ajam-57	391	1	environ	environ	PROPN
ajam-57	391	2	.	.	PUNCT
ajam-57	391	3	stud	stud	PROPN
ajam-57	391	4	.	.	PUNCT
ajam-57	392	1	2(1):180	2(1):180	NUM
ajam-57	392	2	-	-	SYM
ajam-57	392	3	193	193	NUM
ajam-57	392	4	.	.	PUNCT
ajam-57	393	1	technoserve	technoserve	NOUN
ajam-57	393	2	(	(	PUNCT
ajam-57	393	3	2011	2011	NUM
ajam-57	393	4	)	)	PUNCT
ajam-57	393	5	.	.	PUNCT
ajam-57	394	1	southern	southern	PROPN
ajam-57	394	2	africa	africa	PROPN
ajam-57	394	3	regional	regional	PROPN
ajam-57	394	4	soybean	soybean	PROPN
ajam-57	394	5	roadmap	roadmap	NOUN
ajam-57	394	6	,	,	PUNCT
ajam-57	394	7	zimbabwe	zimbabwe	ADJ
ajam-57	394	8	value	value	NOUN
ajam-57	394	9	chain	chain	NOUN
ajam-57	394	10	analysis	analysis	NOUN
ajam-57	394	11	.	.	PUNCT
ajam-57	395	1	technoserve	technoserve	NOUN
ajam-57	395	2	.	.	PUNCT
ajam-57	396	1	varia	varia	PROPN
ajam-57	396	2	n	n	CCONJ
ajam-57	396	3	(	(	PUNCT
ajam-57	396	4	2011	2011	NUM
ajam-57	396	5	)	)	PUNCT
ajam-57	396	6	.	.	PUNCT
ajam-57	397	1	technical	technical	ADJ
ajam-57	397	2	report	report	NOUN
ajam-57	397	3	:	:	PUNCT
ajam-57	397	4	soybean	soybean	NOUN
ajam-57	397	5	value	value	NOUN
ajam-57	397	6	chain	chain	NOUN
ajam-57	397	7	.	.	PUNCT
ajam-57	398	1	usaid	usaid	PROPN
ajam-57	398	2	southern	southern	PROPN
ajam-57	398	3	africa	africa	PROPN
ajam-57	398	4	trade	trade	PROPN
ajam-57	398	5	hub	hub	PROPN
ajam-57	398	6	.	.	PUNCT
ajam-57	399	1	woomer	woomer	PROPN
ajam-57	399	2	pl	pl	PROPN
ajam-57	399	3	,	,	PUNCT
ajam-57	399	4	balume	balume	VERB
ajam-57	399	5	i	i	PRON
ajam-57	399	6	,	,	PUNCT
ajam-57	399	7	w	w	PROPN
ajam-57	399	8	afullah	afullah	PROPN
ajam-57	399	9	,	,	PUNCT
ajam-57	399	10	zamasiya	zamasiya	PROPN
ajam-57	399	11	b	b	PROPN
ajam-57	399	12	,	,	PUNCT
ajam-57	399	13	mahamadi	mahamadi	NOUN
ajam-57	399	14	d	d	NOUN
ajam-57	399	15	,	,	PUNCT
ajam-57	399	16	chataika	chataika	PROPN
ajam-57	399	17	b	b	PROPN
ajam-57	399	18	(	(	PUNCT
ajam-57	399	19	2013	2013	NUM
ajam-57	399	20	)	)	PUNCT
ajam-57	399	21	.	.	PUNCT
ajam-57	400	1	report	report	NOUN
ajam-57	400	2	on	on	ADP
ajam-57	400	3	market	market	NOUN
ajam-57	400	4	analysis	analysis	NOUN
ajam-57	400	5	of	of	ADP
ajam-57	400	6	inoculant	inoculant	ADJ
ajam-57	400	7	production	production	NOUN
ajam-57	400	8	and	and	CCONJ
ajam-57	400	9	use	use	NOUN
ajam-57	400	10	.	.	PUNCT
ajam-57	401	1	putting	put	VERB
ajam-57	401	2	nitrogen	nitrogen	NOUN
ajam-57	401	3	fixation	fixation	NOUN
ajam-57	401	4	to	to	PART
ajam-57	401	5	work	work	VERB
ajam-57	401	6	for	for	ADP
ajam-57	401	7	smallholder	smallholder	NOUN
ajam-57	401	8	farmers	farmer	NOUN
ajam-57	401	9	in	in	ADP
ajam-57	401	10	africa	africa	PROPN
ajam-57	401	11	.	.	PUNCT
ajam-57	402	1	www.n2africa.org	www.n2africa.org	PROPN
ajam-57	402	2	.	.	PUNCT
ajam-57	402	3	zingore	zingore	NOUN
ajam-57	402	4	s	s	PROPN
ajam-57	402	5	,	,	PUNCT
ajam-57	402	6	murwira	murwira	PROPN
ajam-57	402	7	hk	hk	PROPN
ajam-57	402	8	,	,	PUNCT
ajam-57	402	9	delve	delve	VERB
ajam-57	402	10	rj	rj	PROPN
ajam-57	402	11	,	,	PUNCT
ajam-57	402	12	giller	giller	PROPN
ajam-57	402	13	ke	ke	PROPN
ajam-57	402	14	(	(	PUNCT
ajam-57	402	15	2007	2007	NUM
ajam-57	402	16	)	)	PUNCT
ajam-57	402	17	.	.	PUNCT
ajam-57	403	1	influence	influence	NOUN
ajam-57	403	2	of	of	ADP
ajam-57	403	3	nutrient	nutrient	ADJ
ajam-57	403	4	management	management	NOUN
ajam-57	403	5	strategies	strategy	NOUN
ajam-57	403	6	on	on	ADP
ajam-57	403	7	variability	variability	NOUN
ajam-57	403	8	of	of	ADP
ajam-57	403	9	soil	soil	NOUN
ajam-57	403	10	fertility	fertility	NOUN
ajam-57	403	11	,	,	PUNCT
ajam-57	403	12	crop	crop	NOUN
ajam-57	403	13	yields	yield	NOUN
ajam-57	403	14	and	and	CCONJ
ajam-57	403	15	nutrient	nutrient	NOUN
ajam-57	403	16	balances	balance	NOUN
ajam-57	403	17	on	on	ADP
ajam-57	403	18	smallholder	smallholder	NOUN
ajam-57	403	19	farms	farm	NOUN
ajam-57	403	20	in	in	ADP
ajam-57	403	21	zimbabwe	zimbabwe	PROPN
ajam-57	403	22	.	.	PUNCT
ajam-57	404	1	agric	agric	PROPN
ajam-57	404	2	.	.	PROPN
ajam-57	404	3	ecosyst	ecosyst	PROPN
ajam-57	404	4	.	.	PUNCT
ajam-57	405	1	environ	environ	PROPN
ajam-57	405	2	.	.	PUNCT
ajam-57	406	1	119(1	119(1	NUM
ajam-57	406	2	-	-	PUNCT
ajam-57	406	3	2):112	2):112	NUM
ajam-57	406	4	-	-	PUNCT
ajam-57	406	5	126	126	NUM
ajam-57	406	6	.	.	PUNCT