id	sid	tid	token	lemma	pos
ajam-141	1	1	in	in	ADP
ajam-141	1	2	ternationa	ternationa	NOUN
ajam-141	1	3	l	l	NOUN
ajam-141	1	4	scholars	scholar	NOUN
ajam-141	1	5	journa	journa	VERB
ajam-141	1	6	ls	ls	ADJ
ajam-141	1	7	african	african	ADJ
ajam-141	1	8	journal	journal	NOUN
ajam-141	1	9	of	of	ADP
ajam-141	1	10	agricultural	agricultural	ADJ
ajam-141	1	11	marketing	marketing	NOUN
ajam-141	1	12	issn	issn	PROPN
ajam-141	1	13	2375	2375	NUM
ajam-141	1	14	-	-	SYM
ajam-141	1	15	1061	1061	NUM
ajam-141	1	16	vol	vol	NOUN
ajam-141	1	17	.	.	PROPN
ajam-141	1	18	4	4	NUM
ajam-141	1	19	(	(	PUNCT
ajam-141	1	20	1	1	NUM
ajam-141	1	21	)	)	PUNCT
ajam-141	1	22	,	,	PUNCT
ajam-141	1	23	pp	pp	PROPN
ajam-141	1	24	.	.	PUNCT
ajam-141	2	1	001	001	NUM
ajam-141	2	2	-	-	PUNCT
ajam-141	2	3	007	007	NUM
ajam-141	2	4	,	,	PUNCT
ajam-141	2	5	january	january	PROPN
ajam-141	2	6	,	,	PUNCT
ajam-141	2	7	2016	2016	NUM
ajam-141	2	8	.	.	PUNCT
ajam-141	3	1	available	available	ADJ
ajam-141	3	2	online	online	ADV
ajam-141	3	3	at	at	ADP
ajam-141	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-141	3	5	©	©	PROPN
ajam-141	3	6	international	international	ADJ
ajam-141	3	7	scholars	scholar	NOUN
ajam-141	3	8	journals	journal	NOUN
ajam-141	3	9	author(s	author(s	PROPN
ajam-141	3	10	)	)	PUNCT
ajam-141	3	11	author(s	author(s	NOUN
ajam-141	3	12	)	)	PUNCT
ajam-141	3	13	retain	retain	VERB
ajam-141	3	14	the	the	DET
ajam-141	3	15	copyright	copyright	NOUN
ajam-141	3	16	of	of	ADP
ajam-141	3	17	this	this	DET
ajam-141	3	18	article	article	NOUN
ajam-141	3	19	.	.	PUNCT
ajam-141	4	1	full	full	ADJ
ajam-141	4	2	length	length	NOUN
ajam-141	4	3	research	research	NOUN
ajam-141	4	4	paper	paper	NOUN
ajam-141	4	5	farm	farm	NOUN
ajam-141	4	6	input	input	NOUN
ajam-141	4	7	marketing	marketing	NOUN
ajam-141	4	8	in	in	ADP
ajam-141	4	9	western	western	ADJ
ajam-141	4	10	kenya	kenya	PROPN
ajam-141	4	11	:	:	PUNCT
ajam-141	4	12	challenges	challenge	NOUN
ajam-141	4	13	and	and	CCONJ
ajam-141	4	14	opportunities	opportunity	NOUN
ajam-141	4	15	jonas	jonas	PROPN
ajam-141	4	16	n.	n.	PROPN
ajam-141	4	17	chianu	chianu	PROPN
ajam-141	4	18	*	*	PROPN
ajam-141	4	19	,	,	PUNCT
ajam-141	4	20	franklin	franklin	PROPN
ajam-141	4	21	mairura	mairura	PROPN
ajam-141	4	22	,	,	PUNCT
ajam-141	4	23	isaac	isaac	PROPN
ajam-141	4	24	ekise	ekise	PROPN
ajam-141	4	25	and	and	CCONJ
ajam-141	4	26	justina	justina	PROPN
ajam-141	4	27	n.	n.	PROPN
ajam-141	4	28	chianu	chianu	VERB
ajam-141	4	29	tropical	tropical	ADJ
ajam-141	4	30	soil	soil	NOUN
ajam-141	4	31	biology	biology	NOUN
ajam-141	4	32	and	and	CCONJ
ajam-141	4	33	fertility	fertility	NOUN
ajam-141	4	34	institute	institute	NOUN
ajam-141	4	35	of	of	ADP
ajam-141	4	36	the	the	DET
ajam-141	4	37	international	international	ADJ
ajam-141	4	38	centre	centre	NOUN
ajam-141	4	39	for	for	ADP
ajam-141	4	40	tropical	tropical	ADJ
ajam-141	4	41	agriculture	agriculture	NOUN
ajam-141	4	42	(	(	PUNCT
ajam-141	4	43	tsbf	tsbf	NOUN
ajam-141	4	44	-	-	PUNCT
ajam-141	4	45	ciat	ciat	NOUN
ajam-141	4	46	)	)	PUNCT
ajam-141	4	47	,	,	PUNCT
ajam-141	4	48	c	c	X
ajam-141	4	49	/	/	SYM
ajam-141	4	50	o	o	PROPN
ajam-141	4	51	world	world	NOUN
ajam-141	4	52	agroforestry	agroforestry	NOUN
ajam-141	4	53	centre	centre	PROPN
ajam-141	4	54	(	(	PUNCT
ajam-141	4	55	icraf	icraf	PROPN
ajam-141	4	56	)	)	PUNCT
ajam-141	4	57	,	,	PUNCT
ajam-141	4	58	nairobi	nairobi	PROPN
ajam-141	4	59	,	,	PUNCT
ajam-141	4	60	kenya	kenya	PROPN
ajam-141	4	61	.	.	PUNCT
ajam-141	5	1	accepted	accept	VERB
ajam-141	5	2	09	09	NUM
ajam-141	5	3	october	october	PROPN
ajam-141	5	4	,	,	PUNCT
ajam-141	5	5	2015	2015	NUM
ajam-141	5	6	widespread	widespread	ADJ
ajam-141	5	7	and	and	CCONJ
ajam-141	5	8	increasing	increase	VERB
ajam-141	5	9	rural	rural	ADJ
ajam-141	5	10	poverty	poverty	NOUN
ajam-141	5	11	in	in	ADP
ajam-141	5	12	sub	sub	ADJ
ajam-141	5	13	-	-	ADJ
ajam-141	5	14	saharan	saharan	ADJ
ajam-141	5	15	africa	africa	PROPN
ajam-141	5	16	has	have	AUX
ajam-141	5	17	been	be	AUX
ajam-141	5	18	of	of	ADP
ajam-141	5	19	great	great	ADJ
ajam-141	5	20	concern	concern	NOUN
ajam-141	5	21	to	to	ADP
ajam-141	5	22	development	development	NOUN
ajam-141	5	23	community	community	NOUN
ajam-141	5	24	.	.	PUNCT
ajam-141	6	1	low	low	ADJ
ajam-141	6	2	use	use	NOUN
ajam-141	6	3	of	of	ADP
ajam-141	6	4	inputs	input	NOUN
ajam-141	6	5	by	by	ADP
ajam-141	6	6	farmers	farmer	NOUN
ajam-141	6	7	,	,	PUNCT
ajam-141	6	8	due	due	ADP
ajam-141	6	9	to	to	ADP
ajam-141	6	10	market	market	NOUN
ajam-141	6	11	constraints	constraint	NOUN
ajam-141	6	12	that	that	PRON
ajam-141	6	13	reduce	reduce	VERB
ajam-141	6	14	profitability	profitability	NOUN
ajam-141	6	15	of	of	ADP
ajam-141	6	16	input	input	NOUN
ajam-141	6	17	use	use	NOUN
ajam-141	6	18	,	,	PUNCT
ajam-141	6	19	is	be	AUX
ajam-141	6	20	one	one	NUM
ajam-141	6	21	of	of	ADP
ajam-141	6	22	the	the	DET
ajam-141	6	23	factors	factor	NOUN
ajam-141	6	24	responsible	responsible	ADJ
ajam-141	6	25	for	for	ADP
ajam-141	6	26	the	the	DET
ajam-141	6	27	gap	gap	NOUN
ajam-141	6	28	between	between	ADP
ajam-141	6	29	potential	potential	ADJ
ajam-141	6	30	and	and	CCONJ
ajam-141	6	31	actual	actual	ADJ
ajam-141	6	32	yields	yield	NOUN
ajam-141	6	33	.	.	PUNCT
ajam-141	7	1	using	use	VERB
ajam-141	7	2	questionnaire	questionnaire	NOUN
ajam-141	7	3	,	,	PUNCT
ajam-141	7	4	this	this	DET
ajam-141	7	5	study	study	NOUN
ajam-141	7	6	interviewed	interview	VERB
ajam-141	7	7	130	130	NUM
ajam-141	7	8	agro	agro	ADJ
ajam-141	7	9	-input	-input	NOUN
ajam-141	7	10	dealers	dealer	NOUN
ajam-141	7	11	in	in	ADP
ajam-141	7	12	kenya	kenya	PROPN
ajam-141	7	13	to	to	PART
ajam-141	7	14	analyze	analyze	VERB
ajam-141	7	15	challenges	challenge	NOUN
ajam-141	7	16	and	and	CCONJ
ajam-141	7	17	opportunities	opportunity	NOUN
ajam-141	7	18	in	in	ADP
ajam-141	7	19	input	input	NOUN
ajam-141	7	20	delivery	delivery	NOUN
ajam-141	7	21	.	.	PUNCT
ajam-141	8	1	results	result	NOUN
ajam-141	8	2	indicate	indicate	VERB
ajam-141	8	3	that	that	SCONJ
ajam-141	8	4	there	there	PRON
ajam-141	8	5	has	have	AUX
ajam-141	8	6	been	be	AUX
ajam-141	8	7	a	a	DET
ajam-141	8	8	steady	steady	ADJ
ajam-141	8	9	annual	annual	ADJ
ajam-141	8	10	growth	growth	NOUN
ajam-141	8	11	(	(	PUNCT
ajam-141	8	12	2	2	NUM
ajam-141	8	13	–	–	SYM
ajam-141	8	14	22	22	NUM
ajam-141	8	15	%	%	NOUN
ajam-141	8	16	,	,	PUNCT
ajam-141	8	17	with	with	ADP
ajam-141	8	18	mean	mean	NOUN
ajam-141	8	19	of	of	ADP
ajam-141	8	20	16	16	NUM
ajam-141	8	21	%	%	NOUN
ajam-141	8	22	)	)	PUNCT
ajam-141	8	23	in	in	ADP
ajam-141	8	24	their	their	PRON
ajam-141	8	25	number	number	NOUN
ajam-141	8	26	.	.	PUNCT
ajam-141	9	1	diammonium	diammonium	NOUN
ajam-141	9	2	phosphate	phosphate	NOUN
ajam-141	9	3	fertilizer	fertilizer	NOUN
ajam-141	9	4	(	(	PUNCT
ajam-141	9	5	stocked	stock	VERB
ajam-141	9	6	by	by	ADP
ajam-141	9	7	92	92	NUM
ajam-141	9	8	%	%	NOUN
ajam-141	9	9	respondents	respondent	NOUN
ajam-141	9	10	)	)	PUNCT
ajam-141	9	11	was	be	AUX
ajam-141	9	12	most	most	ADV
ajam-141	9	13	commonly	commonly	ADV
ajam-141	9	14	stocked	stock	VERB
ajam-141	9	15	,	,	PUNCT
ajam-141	9	16	followed	follow	VERB
ajam-141	9	17	by	by	ADP
ajam-141	9	18	calcium	calcium	NOUN
ajam-141	9	19	ammonium	ammonium	NOUN
ajam-141	9	20	nitrate	nitrate	NOUN
ajam-141	9	21	fertilizer	fertilizer	NOUN
ajam-141	9	22	(	(	PUNCT
ajam-141	9	23	84	84	NUM
ajam-141	9	24	%	%	NOUN
ajam-141	9	25	)	)	PUNCT
ajam-141	9	26	,	,	PUNCT
ajam-141	9	27	urea	urea	NOUN
ajam-141	9	28	(	(	PUNCT
ajam-141	9	29	78	78	NUM
ajam-141	9	30	%	%	NOUN
ajam-141	9	31	)	)	PUNCT
ajam-141	9	32	,	,	PUNCT
ajam-141	9	33	and	and	CCONJ
ajam-141	9	34	npk	npk	NOUN
ajam-141	9	35	(	(	PUNCT
ajam-141	9	36	40	40	NUM
ajam-141	9	37	%	%	NOUN
ajam-141	9	38	)	)	PUNCT
ajam-141	9	39	.	.	PUNCT
ajam-141	10	1	other	other	ADJ
ajam-141	10	2	services	service	NOUN
ajam-141	10	3	provided	provide	VERB
ajam-141	10	4	by	by	ADP
ajam-141	10	5	agrodealers	agrodealer	NOUN
ajam-141	10	6	are	be	AUX
ajam-141	10	7	input	input	ADJ
ajam-141	10	8	information	information	NOUN
ajam-141	10	9	(	(	PUNCT
ajam-141	10	10	75	75	NUM
ajam-141	10	11	%	%	NOUN
ajam-141	10	12	respondents	respondent	NOUN
ajam-141	10	13	)	)	PUNCT
ajam-141	10	14	,	,	PUNCT
ajam-141	10	15	credit	credit	NOUN
ajam-141	10	16	(	(	PUNCT
ajam-141	10	17	13	13	NUM
ajam-141	10	18	%	%	NOUN
ajam-141	10	19	)	)	PUNCT
ajam-141	10	20	,	,	PUNCT
ajam-141	10	21	bulk	bulk	NOUN
ajam-141	10	22	breaking	breaking	NOUN
ajam-141	10	23	(	(	PUNCT
ajam-141	10	24	8	8	NUM
ajam-141	10	25	%	%	NOUN
ajam-141	10	26	)	)	PUNCT
ajam-141	10	27	,	,	PUNCT
ajam-141	10	28	and	and	CCONJ
ajam-141	10	29	spraying	spray	VERB
ajam-141	10	30	(	(	PUNCT
ajam-141	10	31	4	4	NUM
ajam-141	10	32	%	%	NOUN
ajam-141	10	33	)	)	PUNCT
ajam-141	10	34	.	.	PUNCT
ajam-141	11	1	inputs	input	NOUN
ajam-141	11	2	selling	selling	NOUN
ajam-141	11	3	price	price	NOUN
ajam-141	11	4	increased	increase	VERB
ajam-141	11	5	with	with	ADP
ajam-141	11	6	distance	distance	NOUN
ajam-141	11	7	to	to	ADP
ajam-141	11	8	markets	market	NOUN
ajam-141	11	9	;	;	PUNCT
ajam-141	11	10	long	long	ADJ
ajam-141	11	11	distances	distance	NOUN
ajam-141	11	12	to	to	ADP
ajam-141	11	13	market	market	NOUN
ajam-141	11	14	disconnect	disconnect	NOUN
ajam-141	11	15	villages	village	NOUN
ajam-141	11	16	from	from	ADP
ajam-141	11	17	input	input	NOUN
ajam-141	11	18	supply	supply	NOUN
ajam-141	11	19	chain	chain	NOUN
ajam-141	11	20	.	.	PUNCT
ajam-141	12	1	high	high	ADJ
ajam-141	12	2	transport	transport	NOUN
ajam-141	12	3	cost	cost	NOUN
ajam-141	12	4	(	(	PUNCT
ajam-141	12	5	53	53	NUM
ajam-141	12	6	%	%	NOUN
ajam-141	12	7	)	)	PUNCT
ajam-141	12	8	,	,	PUNCT
ajam-141	12	9	low	low	ADJ
ajam-141	12	10	demand	demand	NOUN
ajam-141	12	11	(	(	PUNCT
ajam-141	12	12	30	30	NUM
ajam-141	12	13	%	%	NOUN
ajam-141	12	14	)	)	PUNCT
ajam-141	12	15	,	,	PUNCT
ajam-141	12	16	lack	lack	NOUN
ajam-141	12	17	of	of	ADP
ajam-141	12	18	market	market	NOUN
ajam-141	12	19	information	information	NOUN
ajam-141	12	20	(	(	PUNCT
ajam-141	12	21	21	21	NUM
ajam-141	12	22	%	%	NOUN
ajam-141	12	23	)	)	PUNCT
ajam-141	12	24	,	,	PUNCT
ajam-141	12	25	lack	lack	NOUN
ajam-141	12	26	of	of	ADP
ajam-141	12	27	storage	storage	NOUN
ajam-141	12	28	facilities	facility	NOUN
ajam-141	12	29	(	(	PUNCT
ajam-141	12	30	13	13	NUM
ajam-141	12	31	%	%	NOUN
ajam-141	12	32	)	)	PUNCT
ajam-141	12	33	,	,	PUNCT
ajam-141	12	34	and	and	CCONJ
ajam-141	12	35	limited	limited	ADJ
ajam-141	12	36	business	business	NOUN
ajam-141	12	37	knowledge	knowledge	NOUN
ajam-141	12	38	(	(	PUNCT
ajam-141	12	39	12	12	NUM
ajam-141	12	40	%	%	NOUN
ajam-141	12	41	)	)	PUNCT
ajam-141	12	42	were	be	AUX
ajam-141	12	43	the	the	DET
ajam-141	12	44	most	most	ADV
ajam-141	12	45	important	important	ADJ
ajam-141	12	46	constraints	constraint	NOUN
ajam-141	12	47	faced	face	VERB
ajam-141	12	48	by	by	ADP
ajam-141	12	49	agrodealers	agrodealer	NOUN
ajam-141	12	50	.	.	PUNCT
ajam-141	13	1	policies	policy	NOUN
ajam-141	13	2	and	and	CCONJ
ajam-141	13	3	institutional	institutional	ADJ
ajam-141	13	4	frameworks	framework	NOUN
ajam-141	13	5	suggested	suggest	VERB
ajam-141	13	6	by	by	ADP
ajam-141	13	7	dealers	dealer	NOUN
ajam-141	13	8	to	to	PART
ajam-141	13	9	streamline	streamline	VERB
ajam-141	13	10	input	input	NOUN
ajam-141	13	11	trade	trade	NOUN
ajam-141	13	12	were	be	AUX
ajam-141	13	13	associated	associate	VERB
ajam-141	13	14	.	.	PUNCT
ajam-141	14	1	the	the	DET
ajam-141	14	2	study	study	NOUN
ajam-141	14	3	concludes	conclude	VERB
ajam-141	14	4	with	with	ADP
ajam-141	14	5	suggestions	suggestion	NOUN
ajam-141	14	6	on	on	ADP
ajam-141	14	7	how	how	SCONJ
ajam-141	14	8	to	to	PART
ajam-141	14	9	enhance	enhance	VERB
ajam-141	14	10	efficiency	efficiency	NOUN
ajam-141	14	11	of	of	ADP
ajam-141	14	12	agro	agro	NOUN
ajam-141	14	13	-	-	PUNCT
ajam-141	14	14	dealers	dealer	NOUN
ajam-141	14	15	in	in	ADP
ajam-141	14	16	input	input	NOUN
ajam-141	14	17	delivery	delivery	NOUN
ajam-141	14	18	.	.	PUNCT
ajam-141	15	1	key	key	ADJ
ajam-141	15	2	words	word	NOUN
ajam-141	15	3	:	:	PUNCT
ajam-141	15	4	farm	farm	NOUN
ajam-141	15	5	input	input	NOUN
ajam-141	15	6	delivery	delivery	NOUN
ajam-141	15	7	,	,	PUNCT
ajam-141	15	8	market	market	NOUN
ajam-141	15	9	constraints	constraint	NOUN
ajam-141	15	10	,	,	PUNCT
ajam-141	15	11	poverty	poverty	NOUN
ajam-141	15	12	,	,	PUNCT
ajam-141	15	13	yield	yield	NOUN
ajam-141	15	14	gap	gap	NOUN
ajam-141	15	15	,	,	PUNCT
ajam-141	15	16	kenya	kenya	PROPN
ajam-141	15	17	.	.	PUNCT
ajam-141	16	1	introduction	introduction	NOUN
ajam-141	16	2	widespread	widespread	ADJ
ajam-141	16	3	and	and	CCONJ
ajam-141	16	4	increasing	increase	VERB
ajam-141	16	5	rural	rural	ADJ
ajam-141	16	6	poverty	poverty	NOUN
ajam-141	16	7	in	in	ADP
ajam-141	16	8	sub	sub	ADJ
ajam-141	16	9	-	-	ADJ
ajam-141	16	10	saharan	saharan	ADJ
ajam-141	16	11	africa	africa	PROPN
ajam-141	16	12	(	(	PUNCT
ajam-141	16	13	ssa	ssa	PROPN
ajam-141	16	14	)	)	PUNCT
ajam-141	16	15	has	have	AUX
ajam-141	16	16	been	be	AUX
ajam-141	16	17	of	of	ADP
ajam-141	16	18	great	great	ADJ
ajam-141	16	19	concern	concern	NOUN
ajam-141	16	20	to	to	ADP
ajam-141	16	21	the	the	DET
ajam-141	16	22	development	development	NOUN
ajam-141	16	23	community	community	NOUN
ajam-141	16	24	.	.	PUNCT
ajam-141	17	1	compared	compare	VERB
ajam-141	17	2	to	to	ADP
ajam-141	17	3	other	other	ADJ
ajam-141	17	4	developing	develop	VERB
ajam-141	17	5	regions	region	NOUN
ajam-141	17	6	of	of	ADP
ajam-141	17	7	the	the	DET
ajam-141	17	8	world	world	NOUN
ajam-141	17	9	,	,	PUNCT
ajam-141	17	10	the	the	DET
ajam-141	17	11	low	low	ADJ
ajam-141	17	12	use	use	NOUN
ajam-141	17	13	of	of	ADP
ajam-141	17	14	farm	farm	NOUN
ajam-141	17	15	inputs	input	NOUN
ajam-141	17	16	by	by	ADP
ajam-141	17	17	smallholder	smallholder	NOUN
ajam-141	17	18	farmers	farmer	NOUN
ajam-141	17	19	in	in	ADP
ajam-141	17	20	ssa	ssa	PROPN
ajam-141	17	21	is	be	AUX
ajam-141	17	22	responsible	responsible	ADJ
ajam-141	17	23	for	for	ADP
ajam-141	17	24	the	the	DET
ajam-141	17	25	gap	gap	NOUN
ajam-141	17	26	between	between	ADP
ajam-141	17	27	potential	potential	ADJ
ajam-141	17	28	farmers‟	farmers‟	NOUN
ajam-141	17	29	yields	yield	NOUN
ajam-141	17	30	and	and	CCONJ
ajam-141	17	31	actual	actual	ADJ
ajam-141	17	32	crop	crop	NOUN
ajam-141	17	33	yields	yield	NOUN
ajam-141	17	34	at	at	ADP
ajam-141	17	35	farm	farm	NOUN
ajam-141	17	36	level	level	NOUN
ajam-141	17	37	.	.	PUNCT
ajam-141	18	1	a	a	DET
ajam-141	18	2	comparison	comparison	NOUN
ajam-141	18	3	of	of	ADP
ajam-141	18	4	fertilizer	fertilizer	NOUN
ajam-141	18	5	consumption	consumption	NOUN
ajam-141	18	6	trends	trend	NOUN
ajam-141	18	7	in	in	ADP
ajam-141	18	8	ssa	ssa	NOUN
ajam-141	18	9	and	and	CCONJ
ajam-141	18	10	developing	develop	VERB
ajam-141	18	11	countries	country	NOUN
ajam-141	18	12	of	of	ADP
ajam-141	18	13	asia	asia	PROPN
ajam-141	18	14	shows	show	VERB
ajam-141	18	15	that	that	SCONJ
ajam-141	18	16	while	while	SCONJ
ajam-141	18	17	average	average	ADJ
ajam-141	18	18	annual	annual	ADJ
ajam-141	18	19	fertilizer	fertilizer	NOUN
ajam-141	18	20	consumption	consumption	NOUN
ajam-141	18	21	increased	increase	VERB
ajam-141	18	22	by	by	ADP
ajam-141	18	23	182	182	NUM
ajam-141	18	24	%	%	NOUN
ajam-141	18	25	in	in	ADP
ajam-141	18	26	the	the	DET
ajam-141	18	27	latter	latter	ADJ
ajam-141	18	28	between	between	ADP
ajam-141	18	29	1980	1980	NUM
ajam-141	18	30	–	–	SYM
ajam-141	18	31	1989	1989	NUM
ajam-141	18	32	and	and	CCONJ
ajam-141	18	33	1996–2000	1996–2000	NUM
ajam-141	18	34	,	,	PUNCT
ajam-141	18	35	it	it	PRON
ajam-141	18	36	increased	increase	VERB
ajam-141	18	37	by	by	ADP
ajam-141	18	38	only	only	ADV
ajam-141	18	39	16	16	NUM
ajam-141	18	40	%	%	NOUN
ajam-141	18	41	in	in	ADP
ajam-141	18	42	the	the	DET
ajam-141	18	43	former	former	ADJ
ajam-141	18	44	(	(	PUNCT
ajam-141	18	45	faostat	faostat	PROPN
ajam-141	18	46	,	,	PUNCT
ajam-141	18	47	2003	2003	NUM
ajam-141	18	48	)	)	PUNCT
ajam-141	18	49	.	.	PUNCT
ajam-141	19	1	the	the	DET
ajam-141	19	2	slow	slow	ADJ
ajam-141	19	3	growth	growth	NOUN
ajam-141	19	4	in	in	ADP
ajam-141	19	5	the	the	DET
ajam-141	19	6	use	use	NOUN
ajam-141	19	7	of	of	ADP
ajam-141	19	8	modern	modern	ADJ
ajam-141	19	9	agricultural	agricultural	ADJ
ajam-141	19	10	inputs	input	NOUN
ajam-141	19	11	in	in	ADP
ajam-141	19	12	the	the	DET
ajam-141	19	13	farming	farming	NOUN
ajam-141	19	14	systems	system	NOUN
ajam-141	19	15	of	of	ADP
ajam-141	19	16	ssa	ssa	PROPN
ajam-141	19	17	has	have	AUX
ajam-141	19	18	resulted	result	VERB
ajam-141	19	19	in	in	ADP
ajam-141	19	20	missed	miss	VERB
ajam-141	19	21	opportunities	opportunity	NOUN
ajam-141	19	22	to	to	PART
ajam-141	19	23	increase	increase	VERB
ajam-141	19	24	africa‟s	africa‟s	ADJ
ajam-141	19	25	agricultural	agricultural	ADJ
ajam-141	19	26	production	production	NOUN
ajam-141	19	27	,	,	PUNCT
ajam-141	19	28	productivity	productivity	NOUN
ajam-141	19	29	,	,	PUNCT
ajam-141	19	30	and	and	CCONJ
ajam-141	19	31	household	household	NOUN
ajam-141	19	32	incomes	income	NOUN
ajam-141	19	33	and	and	CCONJ
ajam-141	19	34	welfare	welfare	NOUN
ajam-141	19	35	.	.	PUNCT
ajam-141	20	1	fertili	fertili	ADJ
ajam-141	20	2	*	*	PUNCT
ajam-141	20	3	corresponding	correspond	VERB
ajam-141	20	4	author	author	NOUN
ajam-141	20	5	.	.	PUNCT
ajam-141	21	1	email	email	NOUN
ajam-141	21	2	:	:	PUNCT
ajam-141	21	3	j.chianu@cgiar.org	j.chianu@cgiar.org	PROPN
ajam-141	21	4	.	.	PUNCT
ajam-141	21	5	tel:+(254	tel:+(254	NOUN
ajam-141	22	1	20	20	NUM
ajam-141	22	2	)	)	PUNCT
ajam-141	22	3	7224778	7224778	NUM
ajam-141	22	4	.	.	PUNCT
ajam-141	22	5	fax:+(254	fax:+(254	PROPN
ajam-141	23	1	20	20	NUM
ajam-141	23	2	)	)	PUNCT
ajam-141	23	3	7224764/3	7224764/3	NUM
ajam-141	23	4	.	.	PUNCT
ajam-141	24	1	zer	zer	NOUN
ajam-141	24	2	use	use	NOUN
ajam-141	24	3	in	in	ADP
ajam-141	24	4	ssa	ssa	PROPN
ajam-141	24	5	is	be	AUX
ajam-141	24	6	the	the	DET
ajam-141	24	7	lowest	low	ADJ
ajam-141	24	8	in	in	ADP
ajam-141	24	9	the	the	DET
ajam-141	24	10	world	world	NOUN
ajam-141	24	11	and	and	CCONJ
ajam-141	24	12	is	be	AUX
ajam-141	24	13	actually	actually	ADV
ajam-141	24	14	less	less	ADJ
ajam-141	24	15	than	than	ADP
ajam-141	24	16	10	10	NUM
ajam-141	24	17	%	%	NOUN
ajam-141	24	18	of	of	ADP
ajam-141	24	19	the	the	DET
ajam-141	24	20	global	global	ADJ
ajam-141	24	21	mean	mean	NOUN
ajam-141	24	22	(	(	PUNCT
ajam-141	24	23	about	about	ADV
ajam-141	24	24	93	93	NUM
ajam-141	24	25	kg	kg	INTJ
ajam-141	24	26	ha	ha	INTJ
ajam-141	24	27	-1	-1	INTJ
ajam-141	24	28	)	)	PUNCT
ajam-141	25	1	(	(	PUNCT
ajam-141	25	2	ifdc	ifdc	ADV
ajam-141	25	3	,	,	PUNCT
ajam-141	25	4	2006	2006	NUM
ajam-141	25	5	)	)	PUNCT
ajam-141	25	6	.	.	PUNCT
ajam-141	26	1	this	this	DET
ajam-141	26	2	paper	paper	NOUN
ajam-141	26	3	examines	examine	VERB
ajam-141	26	4	constraints	constraint	NOUN
ajam-141	26	5	and	and	CCONJ
ajam-141	26	6	challenges	challenge	NOUN
ajam-141	26	7	limiting	limit	VERB
ajam-141	26	8	the	the	DET
ajam-141	26	9	expansion	expansion	NOUN
ajam-141	26	10	of	of	ADP
ajam-141	26	11	farm	farm	NOUN
ajam-141	26	12	input	input	NOUN
ajam-141	26	13	use	use	NOUN
ajam-141	26	14	by	by	ADP
ajam-141	26	15	smallholder	smallholder	NOUN
ajam-141	26	16	farmers	farmer	NOUN
ajam-141	26	17	in	in	ADP
ajam-141	26	18	western	western	ADJ
ajam-141	26	19	kenya	kenya	NOUN
ajam-141	26	20	by	by	ADP
ajam-141	26	21	assessing	assess	VERB
ajam-141	26	22	input	input	NOUN
ajam-141	26	23	supply	supply	NOUN
ajam-141	26	24	side	side	NOUN
ajam-141	26	25	issues	issue	NOUN
ajam-141	26	26	.	.	PUNCT
ajam-141	27	1	this	this	PRON
ajam-141	27	2	is	be	AUX
ajam-141	27	3	critical	critical	ADJ
ajam-141	27	4	in	in	ADP
ajam-141	27	5	creating	create	VERB
ajam-141	27	6	conducive	conducive	ADJ
ajam-141	27	7	atmosphere	atmosphere	NOUN
ajam-141	27	8	for	for	ADP
ajam-141	27	9	agricultural	agricultural	ADJ
ajam-141	27	10	intensification	intensification	NOUN
ajam-141	27	11	and	and	CCONJ
ajam-141	27	12	to	to	PART
ajam-141	27	13	enable	enable	VERB
ajam-141	27	14	farmers	farmer	NOUN
ajam-141	27	15	(	(	PUNCT
ajam-141	27	16	especially	especially	ADV
ajam-141	27	17	smallholders	smallholder	NOUN
ajam-141	27	18	)	)	PUNCT
ajam-141	27	19	produce	produce	VERB
ajam-141	27	20	for	for	ADP
ajam-141	27	21	markets	market	NOUN
ajam-141	27	22	and	and	CCONJ
ajam-141	27	23	lift	lift	VERB
ajam-141	27	24	them	they	PRON
ajam-141	27	25	out	out	ADP
ajam-141	27	26	of	of	ADP
ajam-141	27	27	poverty	poverty	NOUN
ajam-141	27	28	.	.	PUNCT
ajam-141	28	1	the	the	DET
ajam-141	28	2	study	study	NOUN
ajam-141	28	3	surveyed	survey	VERB
ajam-141	28	4	agro	agro	ADJ
ajam-141	28	5	-	-	PUNCT
ajam-141	28	6	input	input	NOUN
ajam-141	28	7	dealers	dealer	NOUN
ajam-141	28	8	in	in	ADP
ajam-141	28	9	order	order	NOUN
ajam-141	28	10	to	to	PART
ajam-141	28	11	ascertain	ascertain	VERB
ajam-141	28	12	why	why	SCONJ
ajam-141	28	13	their	their	PRON
ajam-141	28	14	farm	farm	NOUN
ajam-141	28	15	and	and	CCONJ
ajam-141	28	16	other	other	ADJ
ajam-141	28	17	services	service	NOUN
ajam-141	28	18	are	be	AUX
ajam-141	28	19	not	not	PART
ajam-141	28	20	reaching	reach	VERB
ajam-141	28	21	many	many	ADJ
ajam-141	28	22	farmers	farmer	NOUN
ajam-141	28	23	,	,	PUNCT
ajam-141	28	24	especially	especially	ADV
ajam-141	28	25	those	those	PRON
ajam-141	28	26	in	in	ADP
ajam-141	28	27	remote	remote	ADJ
ajam-141	28	28	rural	rural	ADJ
ajam-141	28	29	areas	area	NOUN
ajam-141	28	30	.	.	PUNCT
ajam-141	29	1	an	an	DET
ajam-141	29	2	important	important	ADJ
ajam-141	29	3	element	element	NOUN
ajam-141	29	4	of	of	ADP
ajam-141	29	5	the	the	DET
ajam-141	29	6	study	study	NOUN
ajam-141	29	7	was	be	AUX
ajam-141	29	8	to	to	PART
ajam-141	29	9	assess	assess	VERB
ajam-141	29	10	the	the	DET
ajam-141	29	11	main	main	ADJ
ajam-141	29	12	farm	farm	NOUN
ajam-141	29	13	services	service	NOUN
ajam-141	29	14	provided	provide	VERB
ajam-141	29	15	by	by	ADP
ajam-141	29	16	agroinput	agroinput	ADJ
ajam-141	29	17	dealers	dealer	NOUN
ajam-141	29	18	,	,	PUNCT
ajam-141	29	19	the	the	DET
ajam-141	29	20	constraints	constraint	NOUN
ajam-141	29	21	and	and	CCONJ
ajam-141	29	22	challenges	challenge	NOUN
ajam-141	29	23	they	they	PRON
ajam-141	29	24	face	face	VERB
ajam-141	29	25	and	and	CCONJ
ajam-141	29	26	the	the	DET
ajam-141	29	27	policy	policy	NOUN
ajam-141	29	28	and	and	CCONJ
ajam-141	29	29	institutional	institutional	ADJ
ajam-141	29	30	frameworks	framework	NOUN
ajam-141	29	31	they	they	PRON
ajam-141	29	32	would	would	AUX
ajam-141	29	33	want	want	VERB
ajam-141	29	34	to	to	PART
ajam-141	29	35	see	see	VERB
ajam-141	29	36	implemented	implement	VERB
ajam-141	29	37	in	in	ADP
ajam-141	29	38	order	order	NOUN
ajam-141	29	39	to	to	PART
ajam-141	29	40	enhance	enhance	VERB
ajam-141	29	41	the	the	DET
ajam-141	29	42	environment	environment	NOUN
ajam-141	29	43	for	for	ADP
ajam-141	29	44	a	a	DET
ajam-141	29	45	sustainable	sustainable	ADJ
ajam-141	29	46	expansion	expansion	NOUN
ajam-141	29	47	of	of	ADP
ajam-141	29	48	their	their	PRON
ajam-141	29	49	areas	area	NOUN
ajam-141	29	50	of	of	ADP
ajam-141	29	51	coverage	coverage	NOUN
ajam-141	29	52	and	and	CCONJ
ajam-141	29	53	the	the	DET
ajam-141	29	54	access	access	NOUN
ajam-141	29	55	of	of	ADP
ajam-141	29	56	smallholder	smallholder	NOUN
ajam-141	29	57	farmers	farmer	NOUN
ajam-141	29	58	to	to	ADP
ajam-141	29	59	farm	farm	NOUN
ajam-141	29	60	inputs	input	NOUN
ajam-141	29	61	and	and	CCONJ
ajam-141	29	62	the	the	DET
ajam-141	29	63	other	other	ADJ
ajam-141	29	64	services	service	NOUN
ajam-141	29	65	that	that	PRON
ajam-141	29	66	they	they	PRON
ajam-141	29	67	provide	provide	VERB
ajam-141	29	68	.	.	PUNCT
ajam-141	30	1	this	this	DET
ajam-141	30	2	type	type	NOUN
ajam-141	30	3	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	ADJ
ajam-141	30	4	of	of	ADP
ajam-141	30	5	study	study	NOUN
ajam-141	30	6	has	have	VERB
ajam-141	30	7	a	a	DET
ajam-141	30	8	great	great	ADJ
ajam-141	30	9	potential	potential	NOUN
ajam-141	30	10	to	to	PART
ajam-141	30	11	contribute	contribute	VERB
ajam-141	30	12	in	in	ADP
ajam-141	30	13	the	the	DET
ajam-141	30	14	attainment	attainment	NOUN
ajam-141	30	15	of	of	ADP
ajam-141	30	16	the	the	DET
ajam-141	30	17	goal	goal	NOUN
ajam-141	30	18	of	of	ADP
ajam-141	30	19	the	the	DET
ajam-141	30	20	comprehensive	comprehensive	ADJ
ajam-141	30	21	africa	africa	PROPN
ajam-141	30	22	agricultural	agricultural	PROPN
ajam-141	30	23	development	development	PROPN
ajam-141	30	24	program	program	NOUN
ajam-141	30	25	(	(	PUNCT
ajam-141	30	26	caadp	caadp	PROPN
ajam-141	30	27	)	)	PUNCT
ajam-141	30	28	that	that	PRON
ajam-141	30	29	calls	call	VERB
ajam-141	30	30	for	for	ADP
ajam-141	30	31	a	a	DET
ajam-141	30	32	6	6	NUM
ajam-141	30	33	%	%	NOUN
ajam-141	30	34	annual	annual	ADJ
ajam-141	30	35	growth	growth	NOUN
ajam-141	30	36	in	in	ADP
ajam-141	30	37	agricultural	agricultural	ADJ
ajam-141	30	38	production	production	NOUN
ajam-141	30	39	as	as	ADP
ajam-141	30	40	a	a	DET
ajam-141	30	41	framework	framework	NOUN
ajam-141	30	42	for	for	ADP
ajam-141	30	43	restoring	restore	VERB
ajam-141	30	44	agricultural	agricultural	ADJ
ajam-141	30	45	growth	growth	NOUN
ajam-141	30	46	,	,	PUNCT
ajam-141	30	47	food	food	NOUN
ajam-141	30	48	security	security	NOUN
ajam-141	30	49	and	and	CCONJ
ajam-141	30	50	rural	rural	ADJ
ajam-141	30	51	development	development	NOUN
ajam-141	30	52	in	in	ADP
ajam-141	30	53	africa	africa	PROPN
ajam-141	30	54	and	and	CCONJ
ajam-141	30	55	a	a	DET
ajam-141	30	56	key	key	ADJ
ajam-141	30	57	step	step	NOUN
ajam-141	30	58	towards	towards	ADP
ajam-141	30	59	attainment	attainment	NOUN
ajam-141	30	60	of	of	ADP
ajam-141	30	61	first	first	ADJ
ajam-141	30	62	millennium	millennium	PROPN
ajam-141	30	63	development	development	NOUN
ajam-141	30	64	goal	goal	NOUN
ajam-141	30	65	of	of	ADP
ajam-141	30	66	halving	halve	VERB
ajam-141	30	67	poverty	poverty	NOUN
ajam-141	30	68	by	by	ADP
ajam-141	30	69	2015	2015	NUM
ajam-141	30	70	.	.	PUNCT
ajam-141	31	1	materials	material	NOUN
ajam-141	31	2	and	and	CCONJ
ajam-141	31	3	methods	method	NOUN
ajam-141	31	4	study	study	NOUN
ajam-141	31	5	area	area	NOUN
ajam-141	31	6	the	the	DET
ajam-141	31	7	study	study	NOUN
ajam-141	31	8	was	be	AUX
ajam-141	31	9	carried	carry	VERB
ajam-141	31	10	out	out	ADP
ajam-141	31	11	in	in	ADP
ajam-141	31	12	13	13	NUM
ajam-141	31	13	districts	district	NOUN
ajam-141	31	14	in	in	ADP
ajam-141	31	15	western	western	ADJ
ajam-141	31	16	kenya	kenya	PROPN
ajam-141	31	17	,	,	PUNCT
ajam-141	31	18	a	a	DET
ajam-141	31	19	densely	densely	ADV
ajam-141	31	20	populated	populated	ADJ
ajam-141	31	21	region	region	NOUN
ajam-141	31	22	of	of	ADP
ajam-141	31	23	kenya	kenya	PROPN
ajam-141	31	24	with	with	ADP
ajam-141	31	25	high	high	ADJ
ajam-141	31	26	levels	level	NOUN
ajam-141	31	27	of	of	ADP
ajam-141	31	28	hunger	hunger	NOUN
ajam-141	31	29	,	,	PUNCT
ajam-141	31	30	extreme	extreme	ADJ
ajam-141	31	31	poverty	poverty	NOUN
ajam-141	31	32	,	,	PUNCT
ajam-141	31	33	and	and	CCONJ
ajam-141	31	34	disease	disease	NOUN
ajam-141	31	35	.	.	PUNCT
ajam-141	32	1	over	over	ADP
ajam-141	32	2	21	21	NUM
ajam-141	32	3	%	%	NOUN
ajam-141	32	4	of	of	ADP
ajam-141	32	5	the	the	DET
ajam-141	32	6	region‟s	region‟s	ADJ
ajam-141	32	7	children	child	NOUN
ajam-141	32	8	under	under	ADP
ajam-141	32	9	five	five	NUM
ajam-141	32	10	years	year	NOUN
ajam-141	32	11	of	of	ADP
ajam-141	32	12	age	age	NOUN
ajam-141	32	13	are	be	AUX
ajam-141	32	14	underweight	underweight	ADJ
ajam-141	32	15	(	(	PUNCT
ajam-141	32	16	malnourished	malnourished	ADJ
ajam-141	32	17	)	)	PUNCT
ajam-141	32	18	.	.	PUNCT
ajam-141	33	1	adult	adult	PROPN
ajam-141	33	2	hiv	hiv	PROPN
ajam-141	33	3	/	/	SYM
ajam-141	33	4	aids	aids	PROPN
ajam-141	33	5	prevalence	prevalence	NOUN
ajam-141	33	6	is	be	AUX
ajam-141	33	7	estimated	estimate	VERB
ajam-141	33	8	at	at	ADP
ajam-141	33	9	30	30	NUM
ajam-141	33	10	%	%	NOUN
ajam-141	33	11	in	in	ADP
ajam-141	33	12	much	much	ADJ
ajam-141	33	13	of	of	ADP
ajam-141	33	14	the	the	DET
ajam-141	33	15	region	region	NOUN
ajam-141	33	16	,	,	PUNCT
ajam-141	33	17	leaving	leave	VERB
ajam-141	33	18	large	large	ADJ
ajam-141	33	19	numbers	number	NOUN
ajam-141	33	20	of	of	ADP
ajam-141	33	21	orphans	orphan	NOUN
ajam-141	33	22	.	.	PUNCT
ajam-141	34	1	western	western	ADJ
ajam-141	34	2	kenya	kenya	PROPN
ajam-141	34	3	is	be	AUX
ajam-141	34	4	also	also	ADV
ajam-141	34	5	characterized	characterize	VERB
ajam-141	34	6	by	by	ADP
ajam-141	34	7	low	low	ADJ
ajam-141	34	8	crop	crop	NOUN
ajam-141	34	9	yields	yield	NOUN
ajam-141	34	10	and	and	CCONJ
ajam-141	34	11	low	low	ADJ
ajam-141	34	12	household	household	NOUN
ajam-141	34	13	cash	cash	NOUN
ajam-141	34	14	incomes	income	NOUN
ajam-141	34	15	(	(	PUNCT
ajam-141	34	16	kelly	kelly	PROPN
ajam-141	34	17	et	et	PROPN
ajam-141	34	18	al	al	PROPN
ajam-141	34	19	.	.	PROPN
ajam-141	34	20	,	,	PUNCT
ajam-141	34	21	2003	2003	NUM
ajam-141	34	22	)	)	PUNCT
ajam-141	34	23	.	.	PUNCT
ajam-141	35	1	potable	potable	ADJ
ajam-141	35	2	water	water	NOUN
ajam-141	35	3	,	,	PUNCT
ajam-141	35	4	paved	paved	ADJ
ajam-141	35	5	roads	road	NOUN
ajam-141	35	6	,	,	PUNCT
ajam-141	35	7	electricity	electricity	NOUN
ajam-141	35	8	,	,	PUNCT
ajam-141	35	9	and	and	CCONJ
ajam-141	35	10	telephone	telephone	NOUN
ajam-141	35	11	landlines	landline	NOUN
ajam-141	35	12	are	be	AUX
ajam-141	35	13	all	all	ADV
ajam-141	35	14	scarce	scarce	ADJ
ajam-141	35	15	in	in	ADP
ajam-141	35	16	this	this	DET
ajam-141	35	17	region	region	NOUN
ajam-141	35	18	.	.	PUNCT
ajam-141	36	1	most	most	ADJ
ajam-141	36	2	residents	resident	NOUN
ajam-141	36	3	are	be	AUX
ajam-141	36	4	subsistence	subsistence	NOUN
ajam-141	36	5	farmers	farmer	NOUN
ajam-141	36	6	.	.	PUNCT
ajam-141	37	1	however	however	ADV
ajam-141	37	2	,	,	PUNCT
ajam-141	37	3	farm	farm	NOUN
ajam-141	37	4	sizes	size	NOUN
ajam-141	37	5	are	be	AUX
ajam-141	37	6	so	so	ADV
ajam-141	37	7	small	small	ADJ
ajam-141	37	8	and	and	CCONJ
ajam-141	37	9	often	often	ADV
ajam-141	37	10	in	in	ADP
ajam-141	37	11	the	the	DET
ajam-141	37	12	neighborhood	neighborhood	NOUN
ajam-141	37	13	of	of	ADP
ajam-141	37	14	0.1	0.1	NUM
ajam-141	37	15	hectares	hectare	NOUN
ajam-141	37	16	.	.	PUNCT
ajam-141	38	1	farm	farm	NOUN
ajam-141	38	2	inputs	input	NOUN
ajam-141	38	3	(	(	PUNCT
ajam-141	38	4	such	such	ADJ
ajam-141	38	5	as	as	ADP
ajam-141	38	6	fertilizer	fertilizer	NOUN
ajam-141	38	7	,	,	PUNCT
ajam-141	38	8	improved	improve	VERB
ajam-141	38	9	seeds	seed	NOUN
ajam-141	38	10	or	or	CCONJ
ajam-141	38	11	water	water	NOUN
ajam-141	38	12	pumps	pump	NOUN
ajam-141	38	13	)	)	PUNCT
ajam-141	38	14	are	be	AUX
ajam-141	38	15	also	also	ADV
ajam-141	38	16	very	very	ADV
ajam-141	38	17	scarce	scarce	ADJ
ajam-141	38	18	.	.	PUNCT
ajam-141	39	1	rainfall	rainfall	NOUN
ajam-141	39	2	is	be	AUX
ajam-141	39	3	unpredictable	unpredictable	ADJ
ajam-141	39	4	often	often	ADV
ajam-141	39	5	resulting	result	VERB
ajam-141	39	6	in	in	ADP
ajam-141	39	7	low	low	ADJ
ajam-141	39	8	crop	crop	NOUN
ajam-141	39	9	and	and	CCONJ
ajam-141	39	10	livestock	livestock	NOUN
ajam-141	39	11	productivity	productivity	NOUN
ajam-141	39	12	.	.	PUNCT
ajam-141	40	1	many	many	ADJ
ajam-141	40	2	families	family	NOUN
ajam-141	40	3	have	have	VERB
ajam-141	40	4	difficulty	difficulty	NOUN
ajam-141	40	5	producing	produce	VERB
ajam-141	40	6	enough	enough	ADJ
ajam-141	40	7	food	food	NOUN
ajam-141	40	8	to	to	PART
ajam-141	40	9	meet	meet	VERB
ajam-141	40	10	their	their	PRON
ajam-141	40	11	needs	need	NOUN
ajam-141	40	12	.	.	PUNCT
ajam-141	41	1	those	those	PRON
ajam-141	41	2	who	who	PRON
ajam-141	41	3	manage	manage	VERB
ajam-141	41	4	to	to	PART
ajam-141	41	5	produce	produce	VERB
ajam-141	41	6	a	a	DET
ajam-141	41	7	surplus	surplus	NOUN
ajam-141	41	8	have	have	VERB
ajam-141	41	9	difficulty	difficulty	NOUN
ajam-141	41	10	finding	find	VERB
ajam-141	41	11	buyers	buyer	NOUN
ajam-141	41	12	or	or	CCONJ
ajam-141	41	13	getting	get	VERB
ajam-141	41	14	good	good	ADJ
ajam-141	41	15	prices	price	NOUN
ajam-141	41	16	.	.	PUNCT
ajam-141	42	1	the	the	DET
ajam-141	42	2	altitude	altitude	NOUN
ajam-141	42	3	in	in	ADP
ajam-141	42	4	the	the	DET
ajam-141	42	5	study	study	NOUN
ajam-141	42	6	area	area	NOUN
ajam-141	42	7	ranges	range	VERB
ajam-141	42	8	from	from	ADP
ajam-141	42	9	low	low	ADJ
ajam-141	42	10	-	-	PUNCT
ajam-141	42	11	medium	medium	NOUN
ajam-141	42	12	(	(	PUNCT
ajam-141	42	13	1000	1000	NUM
ajam-141	42	14	to	to	ADP
ajam-141	42	15	1300	1300	NUM
ajam-141	42	16	m.a.s.l	m.a.s.l	PROPN
ajam-141	42	17	)	)	PUNCT
ajam-141	42	18	in	in	ADP
ajam-141	42	19	places	place	NOUN
ajam-141	42	20	such	such	ADJ
ajam-141	42	21	as	as	ADP
ajam-141	42	22	kasewe	kasewe	PROPN
ajam-141	42	23	in	in	ADP
ajam-141	42	24	rachuonyo	rachuonyo	PROPN
ajam-141	42	25	district	district	NOUN
ajam-141	42	26	,	,	PUNCT
ajam-141	42	27	through	through	ADP
ajam-141	42	28	medium	medium	ADJ
ajam-141	42	29	(	(	PUNCT
ajam-141	42	30	1270	1270	NUM
ajam-141	42	31	to	to	ADP
ajam-141	42	32	1320	1320	NUM
ajam-141	42	33	m.a.s.l	m.a.s.l	PROPN
ajam-141	42	34	)	)	PUNCT
ajam-141	42	35	in	in	ADP
ajam-141	42	36	places	place	NOUN
ajam-141	42	37	such	such	ADJ
ajam-141	42	38	as	as	ADP
ajam-141	42	39	mabole	mabole	NOUN
ajam-141	42	40	(	(	PUNCT
ajam-141	42	41	in	in	ADP
ajam-141	42	42	butere	butere	PROPN
ajam-141	42	43	district	district	PROPN
ajam-141	42	44	)	)	PUNCT
ajam-141	42	45	and	and	CCONJ
ajam-141	42	46	akiites	akiite	NOUN
ajam-141	42	47	(	(	PUNCT
ajam-141	42	48	in	in	ADP
ajam-141	42	49	teso	teso	X
ajam-141	42	50	district	district	NOUN
ajam-141	42	51	)	)	PUNCT
ajam-141	42	52	to	to	PART
ajam-141	42	53	high	high	ADJ
ajam-141	42	54	(	(	PUNCT
ajam-141	42	55	1500	1500	NUM
ajam-141	42	56	to	to	ADP
ajam-141	42	57	2100	2100	NUM
ajam-141	42	58	m.a.s.l	m.a.s.l	PROPN
ajam-141	42	59	)	)	PUNCT
ajam-141	42	60	in	in	ADP
ajam-141	42	61	places	place	NOUN
ajam-141	42	62	such	such	ADJ
ajam-141	42	63	as	as	ADP
ajam-141	42	64	oyani	oyani	ADJ
ajam-141	42	65	(	(	PUNCT
ajam-141	42	66	in	in	ADP
ajam-141	42	67	migori	migori	NOUN
ajam-141	42	68	district	district	NOUN
ajam-141	42	69	)	)	PUNCT
ajam-141	42	70	and	and	CCONJ
ajam-141	42	71	riana	riana	PROPN
ajam-141	42	72	(	(	PUNCT
ajam-141	42	73	in	in	ADP
ajam-141	42	74	kisii	kisii	ADJ
ajam-141	42	75	district	district	NOUN
ajam-141	42	76	)	)	PUNCT
ajam-141	42	77	(	(	PUNCT
ajam-141	42	78	jaetzold	jaetzold	NOUN
ajam-141	42	79	and	and	CCONJ
ajam-141	42	80	schmidt	schmidt	NOUN
ajam-141	42	81	,	,	PUNCT
ajam-141	42	82	1982	1982	NUM
ajam-141	42	83	)	)	PUNCT
ajam-141	42	84	.	.	PUNCT
ajam-141	43	1	average	average	ADJ
ajam-141	43	2	annual	annual	ADJ
ajam-141	43	3	rainfall	rainfall	NOUN
ajam-141	43	4	is	be	AUX
ajam-141	43	5	between	between	ADP
ajam-141	43	6	1200	1200	NUM
ajam-141	43	7	and	and	CCONJ
ajam-141	43	8	2100	2100	NUM
ajam-141	43	9	mm	mm	PROPN
ajam-141	43	10	for	for	ADP
ajam-141	43	11	riana	riana	PROPN
ajam-141	43	12	area	area	PROPN
ajam-141	43	13	,	,	PUNCT
ajam-141	43	14	1400	1400	NUM
ajam-141	43	15	and	and	CCONJ
ajam-141	43	16	1600	1600	NUM
ajam-141	43	17	mm	mm	NOUN
ajam-141	43	18	for	for	ADP
ajam-141	43	19	oyani	oyani	ADJ
ajam-141	43	20	area	area	NOUN
ajam-141	43	21	,	,	PUNCT
ajam-141	43	22	1300	1300	NUM
ajam-141	43	23	and	and	CCONJ
ajam-141	43	24	2000	2000	NUM
ajam-141	43	25	mm	mm	NOUN
ajam-141	43	26	for	for	ADP
ajam-141	43	27	mabole	mabole	ADJ
ajam-141	43	28	area	area	NOUN
ajam-141	43	29	,	,	PUNCT
ajam-141	43	30	900	900	NUM
ajam-141	43	31	and	and	CCONJ
ajam-141	43	32	2000	2000	NUM
ajam-141	43	33	mm	mm	NOUN
ajam-141	43	34	for	for	ADP
ajam-141	43	35	akiites	akiite	NOUN
ajam-141	43	36	area	area	NOUN
ajam-141	43	37	,	,	PUNCT
ajam-141	43	38	and	and	CCONJ
ajam-141	43	39	1000	1000	NUM
ajam-141	43	40	and	and	CCONJ
ajam-141	43	41	2200	2200	NUM
ajam-141	43	42	mm	mm	NOUN
ajam-141	43	43	for	for	ADP
ajam-141	43	44	kasewe	kasewe	PROPN
ajam-141	43	45	area	area	PROPN
ajam-141	43	46	(	(	PUNCT
ajam-141	43	47	jaetzold	jaetzold	NOUN
ajam-141	43	48	and	and	CCONJ
ajam-141	43	49	schmidt	schmidt	NOUN
ajam-141	43	50	,	,	PUNCT
ajam-141	43	51	1982	1982	NUM
ajam-141	43	52	)	)	PUNCT
ajam-141	43	53	.	.	PUNCT
ajam-141	44	1	annual	annual	ADJ
ajam-141	44	2	mean	mean	ADJ
ajam-141	44	3	temperature	temperature	NOUN
ajam-141	44	4	ranges	range	VERB
ajam-141	44	5	between	between	ADP
ajam-141	44	6	16.2	16.2	NUM
ajam-141	44	7	and	and	CCONJ
ajam-141	44	8	20.5	20.5	NUM
ajam-141	44	9	o	o	NOUN
ajam-141	44	10	c	c	PROPN
ajam-141	44	11	for	for	ADP
ajam-141	44	12	riana	riana	PROPN
ajam-141	44	13	area	area	PROPN
ajam-141	44	14	,	,	PUNCT
ajam-141	44	15	20.5	20.5	NUM
ajam-141	44	16	and	and	CCONJ
ajam-141	44	17	21.7	21.7	NUM
ajam-141	44	18	o	o	NOUN
ajam-141	44	19	c	c	NOUN
ajam-141	44	20	for	for	ADP
ajam-141	44	21	oyani	oyani	ADJ
ajam-141	44	22	area	area	NOUN
ajam-141	44	23	,	,	PUNCT
ajam-141	44	24	22	22	NUM
ajam-141	44	25	and	and	CCONJ
ajam-141	44	26	27	27	NUM
ajam-141	44	27	o	o	NOUN
ajam-141	44	28	c	c	NOUN
ajam-141	44	29	for	for	ADP
ajam-141	44	30	mabole	mabole	PROPN
ajam-141	44	31	area	area	NOUN
ajam-141	44	32	,	,	PUNCT
ajam-141	44	33	21	21	NUM
ajam-141	44	34	and	and	CCONJ
ajam-141	44	35	22	22	NUM
ajam-141	44	36	o	o	NOUN
ajam-141	44	37	c	c	NOUN
ajam-141	44	38	for	for	ADP
ajam-141	44	39	akiites	akiite	NOUN
ajam-141	44	40	area	area	NOUN
ajam-141	44	41	,	,	PUNCT
ajam-141	44	42	and	and	CCONJ
ajam-141	44	43	20	20	NUM
ajam-141	44	44	and	and	CCONJ
ajam-141	44	45	21.5	21.5	NUM
ajam-141	44	46	o	o	NOUN
ajam-141	44	47	c	c	PROPN
ajam-141	44	48	for	for	ADP
ajam-141	44	49	kasewe	kasewe	PROPN
ajam-141	44	50	area	area	PROPN
ajam-141	44	51	(	(	PUNCT
ajam-141	44	52	jaetzold	jaetzold	NOUN
ajam-141	44	53	and	and	CCONJ
ajam-141	44	54	schmidt	schmidt	NOUN
ajam-141	44	55	,	,	PUNCT
ajam-141	44	56	1982	1982	NUM
ajam-141	44	57	)	)	PUNCT
ajam-141	44	58	.	.	PUNCT
ajam-141	45	1	survey	survey	NOUN
ajam-141	45	2	method	method	VERB
ajam-141	45	3	a	a	DET
ajam-141	45	4	cross	cross	ADJ
ajam-141	45	5	-	-	ADJ
ajam-141	45	6	section	section	ADJ
ajam-141	45	7	survey	survey	NOUN
ajam-141	45	8	using	use	VERB
ajam-141	45	9	structured	structured	ADJ
ajam-141	45	10	questionnaire	questionnaire	NOUN
ajam-141	45	11	was	be	AUX
ajam-141	45	12	used	use	VERB
ajam-141	45	13	to	to	PART
ajam-141	45	14	collect	collect	VERB
ajam-141	45	15	data	datum	NOUN
ajam-141	45	16	from	from	ADP
ajam-141	45	17	130	130	NUM
ajam-141	45	18	agroinput	agroinput	ADJ
ajam-141	45	19	dealers	dealer	NOUN
ajam-141	45	20	randomly	randomly	ADV
ajam-141	45	21	selected	select	VERB
ajam-141	45	22	from	from	ADP
ajam-141	45	23	40	40	NUM
ajam-141	45	24	markets	market	NOUN
ajam-141	45	25	from	from	ADP
ajam-141	45	26	13	13	NUM
ajam-141	45	27	districts	district	NOUN
ajam-141	45	28	.	.	PUNCT
ajam-141	46	1	data	datum	NOUN
ajam-141	46	2	collection	collection	NOUN
ajam-141	46	3	was	be	AUX
ajam-141	46	4	done	do	VERB
ajam-141	46	5	between	between	ADP
ajam-141	46	6	the	the	DET
ajam-141	46	7	months	month	NOUN
ajam-141	46	8	of	of	ADP
ajam-141	46	9	february	february	PROPN
ajam-141	46	10	and	and	CCONJ
ajam-141	46	11	november	november	PROPN
ajam-141	46	12	2005	2005	NUM
ajam-141	46	13	.	.	PUNCT
ajam-141	47	1	parameters	parameter	NOUN
ajam-141	47	2	investigated	investigate	VERB
ajam-141	47	3	among	among	ADP
ajam-141	47	4	others	other	NOUN
ajam-141	47	5	,	,	PUNCT
ajam-141	47	6	the	the	DET
ajam-141	47	7	main	main	ADJ
ajam-141	47	8	variables	variable	NOUN
ajam-141	47	9	on	on	ADP
ajam-141	47	10	which	which	PRON
ajam-141	47	11	data	datum	NOUN
ajam-141	47	12	were	be	AUX
ajam-141	47	13	collected	collect	VERB
ajam-141	47	14	were	be	AUX
ajam-141	47	15	the	the	DET
ajam-141	47	16	agro	agro	NOUN
ajam-141	47	17	-	-	PUNCT
ajam-141	47	18	inputs	input	NOUN
ajam-141	47	19	sold	sell	VERB
ajam-141	47	20	,	,	PUNCT
ajam-141	47	21	quantity	quantity	NOUN
ajam-141	47	22	of	of	ADP
ajam-141	47	23	different	different	ADJ
ajam-141	47	24	inputs	input	NOUN
ajam-141	47	25	(	(	PUNCT
ajam-141	47	26	different	different	ADJ
ajam-141	47	27	types	type	NOUN
ajam-141	47	28	of	of	ADP
ajam-141	47	29	fertilizers	fertilizer	NOUN
ajam-141	47	30	,	,	PUNCT
ajam-141	47	31	seeds	seed	NOUN
ajam-141	47	32	,	,	PUNCT
ajam-141	47	33	farm	farm	NOUN
ajam-141	47	34	tools	tool	NOUN
ajam-141	47	35	,	,	PUNCT
ajam-141	47	36	etc	etc	X
ajam-141	47	37	.	.	X
ajam-141	47	38	)	)	PUNCT
ajam-141	48	1	stocked	stock	VERB
ajam-141	48	2	,	,	PUNCT
ajam-141	48	3	prices	price	NOUN
ajam-141	48	4	at	at	ADP
ajam-141	48	5	which	which	PRON
ajam-141	48	6	different	different	ADJ
ajam-141	48	7	inputs	input	NOUN
ajam-141	48	8	were	be	AUX
ajam-141	48	9	sold	sell	VERB
ajam-141	48	10	,	,	PUNCT
ajam-141	48	11	distances	distance	NOUN
ajam-141	48	12	from	from	ADP
ajam-141	48	13	where	where	SCONJ
ajam-141	48	14	different	different	ADJ
ajam-141	48	15	inputs	input	NOUN
ajam-141	48	16	were	be	AUX
ajam-141	48	17	sourced	source	VERB
ajam-141	48	18	,	,	PUNCT
ajam-141	48	19	additional	additional	ADJ
ajam-141	48	20	farm	farm	NOUN
ajam-141	48	21	services	service	NOUN
ajam-141	48	22	offered	offer	VERB
ajam-141	48	23	to	to	ADP
ajam-141	48	24	farmers	farmer	NOUN
ajam-141	48	25	,	,	PUNCT
ajam-141	48	26	constraints	constraint	NOUN
ajam-141	48	27	and	and	CCONJ
ajam-141	48	28	challenges	challenge	NOUN
ajam-141	48	29	faced	face	VERB
ajam-141	48	30	by	by	ADP
ajam-141	48	31	the	the	DET
ajam-141	48	32	agroinput	agroinput	ADJ
ajam-141	48	33	dealers	dealer	NOUN
ajam-141	48	34	,	,	PUNCT
ajam-141	48	35	and	and	CCONJ
ajam-141	48	36	the	the	DET
ajam-141	48	37	policies	policy	NOUN
ajam-141	48	38	and	and	CCONJ
ajam-141	48	39	institutional	institutional	ADJ
ajam-141	48	40	frameworks	framework	NOUN
ajam-141	48	41	which	which	PRON
ajam-141	48	42	the	the	DET
ajam-141	48	43	agro	agro	ADJ
ajam-141	48	44	-	-	PUNCT
ajam-141	48	45	input	input	NOUN
ajam-141	48	46	dealers	dealer	NOUN
ajam-141	48	47	would	would	AUX
ajam-141	48	48	like	like	VERB
ajam-141	48	49	to	to	PART
ajam-141	48	50	see	see	VERB
ajam-141	48	51	implemented	implement	VERB
ajam-141	48	52	in	in	ADP
ajam-141	48	53	order	order	NOUN
ajam-141	48	54	to	to	PART
ajam-141	48	55	enhance	enhance	VERB
ajam-141	48	56	their	their	PRON
ajam-141	48	57	efficiency	efficiency	NOUN
ajam-141	48	58	and	and	CCONJ
ajam-141	48	59	areas	area	NOUN
ajam-141	48	60	of	of	ADP
ajam-141	48	61	coverage	coverage	NOUN
ajam-141	48	62	in	in	ADP
ajam-141	48	63	timely	timely	ADJ
ajam-141	48	64	provision	provision	NOUN
ajam-141	48	65	of	of	ADP
ajam-141	48	66	farm	farm	NOUN
ajam-141	48	67	services	service	NOUN
ajam-141	48	68	to	to	ADP
ajam-141	48	69	the	the	DET
ajam-141	48	70	smallholder	smallholder	NOUN
ajam-141	48	71	farmers	farmer	NOUN
ajam-141	48	72	,	,	PUNCT
ajam-141	48	73	including	include	VERB
ajam-141	48	74	those	those	PRON
ajam-141	48	75	in	in	ADP
ajam-141	48	76	far	far	ADJ
ajam-141	48	77	rural	rural	ADJ
ajam-141	48	78	areas	area	NOUN
ajam-141	48	79	.	.	PUNCT
ajam-141	49	1	data	datum	NOUN
ajam-141	49	2	entry	entry	NOUN
ajam-141	49	3	and	and	CCONJ
ajam-141	49	4	analysis	analysis	NOUN
ajam-141	49	5	microsoft	microsoft	PROPN
ajam-141	49	6	excel	excel	PROPN
ajam-141	49	7	was	be	AUX
ajam-141	49	8	used	use	VERB
ajam-141	49	9	for	for	ADP
ajam-141	49	10	data	datum	NOUN
ajam-141	49	11	entry	entry	NOUN
ajam-141	49	12	.	.	PUNCT
ajam-141	50	1	online	online	ADJ
ajam-141	50	2	distance	distance	NOUN
ajam-141	50	3	calculator	calculator	NOUN
ajam-141	50	4	(	(	PUNCT
ajam-141	50	5	odc	odc	PROPN
ajam-141	50	6	)	)	PUNCT
ajam-141	50	7	,	,	PUNCT
ajam-141	50	8	based	base	VERB
ajam-141	50	9	on	on	ADP
ajam-141	50	10	the	the	DET
ajam-141	50	11	world	world	NOUN
ajam-141	50	12	geodetic	geodetic	ADJ
ajam-141	50	13	system	system	NOUN
ajam-141	50	14	wgs84	wgs84	PROPN
ajam-141	50	15	(	(	PUNCT
ajam-141	50	16	dma	dma	PROPN
ajam-141	50	17	,	,	PUNCT
ajam-141	50	18	1991	1991	NUM
ajam-141	50	19	)	)	PUNCT
ajam-141	50	20	ellipsoid	ellipsoid	NOUN
ajam-141	50	21	,	,	PUNCT
ajam-141	50	22	was	be	AUX
ajam-141	50	23	used	use	VERB
ajam-141	50	24	to	to	PART
ajam-141	50	25	estimate	estimate	VERB
ajam-141	50	26	distances	distance	NOUN
ajam-141	50	27	between	between	ADP
ajam-141	50	28	input	input	NOUN
ajam-141	50	29	selling	selling	NOUN
ajam-141	50	30	and	and	CCONJ
ajam-141	50	31	purchasing	purchasing	NOUN
ajam-141	50	32	points	point	NOUN
ajam-141	50	33	.	.	PUNCT
ajam-141	51	1	data	datum	NOUN
ajam-141	51	2	was	be	AUX
ajam-141	51	3	analyzed	analyze	VERB
ajam-141	51	4	using	use	VERB
ajam-141	51	5	spss	spss	PROPN
ajam-141	51	6	version	version	NOUN
ajam-141	51	7	11.5	11.5	NUM
ajam-141	51	8	(	(	PUNCT
ajam-141	51	9	spss	spss	PROPN
ajam-141	51	10	,	,	PUNCT
ajam-141	51	11	2002	2002	NUM
ajam-141	51	12	)	)	PUNCT
ajam-141	51	13	.	.	PUNCT
ajam-141	52	1	the	the	DET
ajam-141	52	2	world	world	NOUN
ajam-141	52	3	geodetic	geodetic	ADJ
ajam-141	52	4	system	system	NOUN
ajam-141	52	5	reference	reference	NOUN
ajam-141	52	6	coordinate	coordinate	NOUN
ajam-141	52	7	frames	frame	NOUN
ajam-141	52	8	were	be	AUX
ajam-141	52	9	established	establish	VERB
ajam-141	52	10	more	more	ADJ
ajam-141	52	11	than	than	ADP
ajam-141	52	12	a	a	DET
ajam-141	52	13	decade	decade	NOUN
ajam-141	52	14	ago	ago	ADV
ajam-141	52	15	to	to	PART
ajam-141	52	16	facilitate	facilitate	VERB
ajam-141	52	17	mapping	mapping	NOUN
ajam-141	52	18	,	,	PUNCT
ajam-141	52	19	charting	charting	NOUN
ajam-141	52	20	,	,	PUNCT
ajam-141	52	21	positioning	positioning	NOUN
ajam-141	52	22	and	and	CCONJ
ajam-141	52	23	navigation	navigation	NOUN
ajam-141	52	24	applications	application	NOUN
ajam-141	52	25	.	.	PUNCT
ajam-141	53	1	results	result	NOUN
ajam-141	53	2	and	and	CCONJ
ajam-141	53	3	discussion	discussion	NOUN
ajam-141	53	4	trends	trend	NOUN
ajam-141	53	5	in	in	ADP
ajam-141	53	6	the	the	DET
ajam-141	53	7	number	number	NOUN
ajam-141	53	8	of	of	ADP
ajam-141	53	9	agro	agro	ADJ
ajam-141	53	10	-	-	PUNCT
ajam-141	53	11	input	input	NOUN
ajam-141	53	12	dealers	dealer	NOUN
ajam-141	53	13	in	in	ADP
ajam-141	53	14	western	western	ADJ
ajam-141	53	15	kenya	kenya	PROPN
ajam-141	53	16	the	the	DET
ajam-141	53	17	services	service	NOUN
ajam-141	53	18	of	of	ADP
ajam-141	53	19	agro	agro	ADJ
ajam-141	53	20	-	-	PUNCT
ajam-141	53	21	input	input	NOUN
ajam-141	53	22	dealers	dealer	NOUN
ajam-141	53	23	are	be	AUX
ajam-141	53	24	critical	critical	ADJ
ajam-141	53	25	to	to	ADP
ajam-141	53	26	farmers‟	farmers‟	NOUN
ajam-141	53	27	access	access	NOUN
ajam-141	53	28	to	to	ADP
ajam-141	53	29	affordable	affordable	ADJ
ajam-141	53	30	quantities	quantity	NOUN
ajam-141	53	31	of	of	ADP
ajam-141	53	32	appropriate	appropriate	ADJ
ajam-141	53	33	farm	farm	NOUN
ajam-141	53	34	inputs	input	NOUN
ajam-141	53	35	in	in	ADP
ajam-141	53	36	their	their	PRON
ajam-141	53	37	local	local	ADJ
ajam-141	53	38	environments	environment	NOUN
ajam-141	53	39	.	.	PUNCT
ajam-141	54	1	between	between	ADP
ajam-141	54	2	2003	2003	NUM
ajam-141	54	3	and	and	CCONJ
ajam-141	54	4	2005	2005	NUM
ajam-141	54	5	,	,	PUNCT
ajam-141	54	6	the	the	DET
ajam-141	54	7	increase	increase	NOUN
ajam-141	54	8	in	in	ADP
ajam-141	54	9	number	number	NOUN
ajam-141	54	10	of	of	ADP
ajam-141	54	11	agro	agro	ADJ
ajam-141	54	12	-	-	PUNCT
ajam-141	54	13	input	input	NOUN
ajam-141	54	14	dealers	dealer	NOUN
ajam-141	54	15	ranged	range	VERB
ajam-141	54	16	from	from	ADP
ajam-141	54	17	2	2	NUM
ajam-141	54	18	%	%	NOUN
ajam-141	54	19	(	(	PUNCT
ajam-141	54	20	for	for	ADP
ajam-141	54	21	seed	seed	NOUN
ajam-141	54	22	treatment	treatment	NOUN
ajam-141	54	23	chemicals	chemical	NOUN
ajam-141	54	24	)	)	PUNCT
ajam-141	54	25	to	to	ADP
ajam-141	54	26	22	22	NUM
ajam-141	54	27	%	%	NOUN
ajam-141	54	28	(	(	PUNCT
ajam-141	54	29	mineral	mineral	NOUN
ajam-141	54	30	fertilizers	fertilizer	NOUN
ajam-141	54	31	)	)	PUNCT
ajam-141	54	32	with	with	ADP
ajam-141	54	33	a	a	DET
ajam-141	54	34	mean	mean	NOUN
ajam-141	54	35	of	of	ADP
ajam-141	54	36	16	16	NUM
ajam-141	54	37	%	%	NOUN
ajam-141	54	38	across	across	ADP
ajam-141	54	39	agro	agro	NOUN
ajam-141	54	40	-	-	PUNCT
ajam-141	54	41	inputs	input	NOUN
ajam-141	54	42	(	(	PUNCT
ajam-141	54	43	table	table	NOUN
ajam-141	54	44	1	1	NUM
ajam-141	54	45	)	)	PUNCT
ajam-141	54	46	.	.	PUNCT
ajam-141	55	1	the	the	DET
ajam-141	55	2	difference	difference	NOUN
ajam-141	55	3	in	in	ADP
ajam-141	55	4	the	the	DET
ajam-141	55	5	magnitude	magnitude	NOUN
ajam-141	55	6	of	of	ADP
ajam-141	55	7	percent	percent	NOUN
ajam-141	55	8	increase	increase	NOUN
ajam-141	55	9	(	(	PUNCT
ajam-141	55	10	between	between	ADP
ajam-141	55	11	2003	2003	NUM
ajam-141	55	12	and	and	CCONJ
ajam-141	55	13	2005	2005	NUM
ajam-141	55	14	)	)	PUNCT
ajam-141	55	15	in	in	ADP
ajam-141	55	16	the	the	DET
ajam-141	55	17	number	number	NOUN
ajam-141	55	18	of	of	ADP
ajam-141	55	19	agroinput	agroinput	ADJ
ajam-141	55	20	dealers	dealer	NOUN
ajam-141	55	21	selling	sell	VERB
ajam-141	55	22	different	different	ADJ
ajam-141	55	23	inputs	input	NOUN
ajam-141	55	24	reflects	reflect	VERB
ajam-141	55	25	the	the	DET
ajam-141	55	26	demand	demand	NOUN
ajam-141	55	27	for	for	ADP
ajam-141	55	28	different	different	ADJ
ajam-141	55	29	agroinput	agroinput	NOUN
ajam-141	55	30	in	in	ADP
ajam-141	55	31	the	the	DET
ajam-141	55	32	farming	farming	NOUN
ajam-141	55	33	systems	system	NOUN
ajam-141	55	34	of	of	ADP
ajam-141	55	35	western	western	ADJ
ajam-141	55	36	kenya	kenya	PROPN
ajam-141	55	37	.	.	PUNCT
ajam-141	56	1	although	although	SCONJ
ajam-141	56	2	many	many	ADJ
ajam-141	56	3	farmers	farmer	NOUN
ajam-141	56	4	were	be	AUX
ajam-141	56	5	yet	yet	ADV
ajam-141	56	6	to	to	PART
ajam-141	56	7	be	be	AUX
ajam-141	56	8	reached	reach	VERB
ajam-141	56	9	with	with	ADP
ajam-141	56	10	the	the	DET
ajam-141	56	11	various	various	ADJ
ajam-141	56	12	farm	farm	NOUN
ajam-141	56	13	services	service	NOUN
ajam-141	56	14	of	of	ADP
ajam-141	56	15	the	the	DET
ajam-141	56	16	agro	agro	ADJ
ajam-141	56	17	-	-	PUNCT
ajam-141	56	18	input	input	NOUN
ajam-141	56	19	dealers	dealer	NOUN
ajam-141	56	20	,	,	PUNCT
ajam-141	56	21	the	the	DET
ajam-141	56	22	trend	trend	NOUN
ajam-141	56	23	in	in	ADP
ajam-141	56	24	the	the	DET
ajam-141	56	25	growth	growth	NOUN
ajam-141	56	26	of	of	ADP
ajam-141	56	27	the	the	DET
ajam-141	56	28	number	number	NOUN
ajam-141	56	29	of	of	ADP
ajam-141	56	30	agro	agro	ADJ
ajam-141	56	31	-	-	PUNCT
ajam-141	56	32	input	input	NOUN
ajam-141	56	33	dealers	dealer	NOUN
ajam-141	56	34	is	be	AUX
ajam-141	56	35	encouraging	encouraging	ADJ
ajam-141	56	36	,	,	PUNCT
ajam-141	56	37	especially	especially	ADV
ajam-141	56	38	considering	consider	VERB
ajam-141	56	39	the	the	DET
ajam-141	56	40	current	current	ADJ
ajam-141	56	41	sub	sub	ADJ
ajam-141	56	42	-	-	ADJ
ajam-141	56	43	saharan	saharan	ADJ
ajam-141	56	44	africa	africa	PROPN
ajam-141	56	45	wide	wide	ADJ
ajam-141	56	46	low	low	ADJ
ajam-141	56	47	level	level	NOUN
ajam-141	56	48	of	of	ADP
ajam-141	56	49	infrastructure	infrastructure	NOUN
ajam-141	56	50	development	development	NOUN
ajam-141	56	51	in	in	ADP
ajam-141	56	52	support	support	NOUN
ajam-141	56	53	of	of	ADP
ajam-141	56	54	good	good	ADJ
ajam-141	56	55	network	network	NOUN
ajam-141	56	56	of	of	ADP
ajam-141	56	57	private	private	ADJ
ajam-141	56	58	agro	agro	ADJ
ajam-141	56	59	-	-	PUNCT
ajam-141	56	60	input	input	NOUN
ajam-141	56	61	dealers	dealer	NOUN
ajam-141	56	62	and	and	CCONJ
ajam-141	56	63	the	the	DET
ajam-141	56	64	usual	usual	ADJ
ajam-141	56	65	period	period	NOUN
ajam-141	56	66	of	of	ADP
ajam-141	56	67	slow	slow	ADJ
ajam-141	56	68	,	,	PUNCT
ajam-141	56	69	gradual	gradual	ADJ
ajam-141	56	70	growth	growth	NOUN
ajam-141	56	71	before	before	ADP
ajam-141	56	72	experiencing	experience	VERB
ajam-141	56	73	a	a	DET
ajam-141	56	74	period	period	NOUN
ajam-141	56	75	of	of	ADP
ajam-141	56	76	relatively	relatively	ADV
ajam-141	56	77	dramatic	dramatic	ADJ
ajam-141	56	78	and	and	CCONJ
ajam-141	56	79	rapid	rapid	ADJ
ajam-141	56	80	growth	growth	NOUN
ajam-141	56	81	that	that	PRON
ajam-141	56	82	characterize	characterize	VERB
ajam-141	56	83	a	a	DET
ajam-141	56	84	typical	typical	ADJ
ajam-141	56	85	technology	technology	NOUN
ajam-141	56	86	adoption	adoption	NOUN
ajam-141	56	87	process	process	NOUN
ajam-141	56	88	(	(	PUNCT
ajam-141	56	89	surrey	surrey	NOUN
ajam-141	56	90	,	,	PUNCT
ajam-141	56	91	1997	1997	NUM
ajam-141	56	92	)	)	PUNCT
ajam-141	56	93	.	.	PUNCT
ajam-141	57	1	for	for	ADP
ajam-141	57	2	instance	instance	NOUN
ajam-141	57	3	,	,	PUNCT
ajam-141	57	4	the	the	DET
ajam-141	57	5	kilometers	kilometer	NOUN
ajam-141	57	6	of	of	ADP
ajam-141	57	7	paved	paved	ADJ
ajam-141	57	8	roads	road	NOUN
ajam-141	57	9	per	per	ADP
ajam-141	57	10	million	million	NUM
ajam-141	57	11	people	people	NOUN
ajam-141	57	12	in	in	ADP
ajam-141	57	13	selected	select	VERB
ajam-141	57	14	african	african	ADJ
ajam-141	57	15	countries	country	NOUN
ajam-141	57	16	are	be	AUX
ajam-141	57	17	59	59	NUM
ajam-141	57	18	for	for	ADP
ajam-141	57	19	dr	dr	PROPN
ajam-141	57	20	-	-	PUNCT
ajam-141	57	21	congo	congo	PROPN
ajam-141	57	22	,	,	PUNCT
ajam-141	57	23	66	66	NUM
ajam-141	57	24	for	for	ADP
ajam-141	57	25	ethiopia	ethiopia	PROPN
ajam-141	57	26	,	,	PUNCT
ajam-141	57	27	94	94	NUM
ajam-141	57	28	for	for	ADP
ajam-141	57	29	uganda	uganda	PROPN
ajam-141	57	30	,	,	PUNCT
ajam-141	57	31	114	114	NUM
ajam-141	57	32	for	for	ADP
ajam-141	57	33	tanzania	tanzania	PROPN
ajam-141	57	34	,	,	PUNCT
ajam-141	57	35	141	141	NUM
ajam-141	57	36	for	for	ADP
ajam-141	57	37	mozambique	mozambique	NOUN
ajam-141	57	38	,	,	PUNCT
ajam-141	57	39	230	230	NUM
ajam-141	57	40	for	for	ADP
ajam-141	57	41	nigeria	nigeria	PRON
ajam-141	57	42	,	,	PUNCT
ajam-141	57	43	494	494	NUM
ajam-141	57	44	for	for	ADP
ajam-141	57	45	ghana	ghana	PROPN
ajam-141	57	46	,	,	PUNCT
ajam-141	57	47	637	637	NUM
ajam-141	57	48	for	for	ADP
ajam-141	57	49	guinea	guinea	NOUN
ajam-141	57	50	,	,	PUNCT
ajam-141	57	51	1402	1402	NUM
ajam-141	57	52	for	for	ADP
ajam-141	57	53	south	south	PROPN
ajam-141	57	54	africa	africa	PROPN
ajam-141	57	55	,	,	PUNCT
ajam-141	57	56	1586	1586	NUM
ajam-141	57	57	for	for	ADP
ajam-141	57	58	zimbabwe	zimbabwe	NOUN
ajam-141	57	59	compared	compare	VERB
ajam-141	57	60	to	to	ADP
ajam-141	57	61	20,987	20,987	NUM
ajam-141	57	62	for	for	ADP
ajam-141	57	63	usa	usa	PROPN
ajam-141	57	64	,	,	PUNCT
ajam-141	57	65	12,673	12,673	NUM
ajam-141	57	66	for	for	ADP
ajam-141	57	67	france	france	PROPN
ajam-141	57	68	and	and	CCONJ
ajam-141	57	69	9,102	9,102	NUM
ajam-141	57	70	for	for	ADP
ajam-141	57	71	japan	japan	PROPN
ajam-141	57	72	and	and	CCONJ
ajam-141	57	73	with	with	ADP
ajam-141	57	74	1,064	1,064	NUM
ajam-141	57	75	for	for	ADP
ajam-141	57	76	brazil	brazil	PROPN
ajam-141	57	77	,	,	PUNCT
ajam-141	57	78	1,004	1,004	NUM
ajam-141	57	79	for	for	ADP
ajam-141	57	80	india	india	PROPN
ajam-141	57	81	and	and	CCONJ
ajam-141	57	82	803	803	NUM
ajam-141	57	83	for	for	ADP
ajam-141	57	84	china	china	PROPN
ajam-141	57	85	(	(	PUNCT
ajam-141	57	86	encyclopedia	encyclopedia	PROPN
ajam-141	57	87	britannica	britannica	PROPN
ajam-141	57	88	,	,	PUNCT
ajam-141	57	89	2003	2003	NUM
ajam-141	57	90	)	)	PUNCT
ajam-141	57	91	(	(	PUNCT
ajam-141	57	92	table	table	NOUN
ajam-141	57	93	1	1	NUM
ajam-141	57	94	)	)	PUNCT
ajam-141	57	95	.	.	PUNCT
ajam-141	58	1	farm	farm	NOUN
ajam-141	58	2	inputs	input	NOUN
ajam-141	58	3	stocked	stock	VERB
ajam-141	58	4	altogether	altogether	ADV
ajam-141	58	5	,	,	PUNCT
ajam-141	58	6	the	the	DET
ajam-141	58	7	agro	agro	ADJ
ajam-141	58	8	-	-	PUNCT
ajam-141	58	9	input	input	NOUN
ajam-141	58	10	dealers	dealer	NOUN
ajam-141	58	11	surveyed	survey	VERB
ajam-141	58	12	sold	sell	VERB
ajam-141	58	13	about	about	ADP
ajam-141	58	14	2357	2357	NUM
ajam-141	58	15	bags	bag	NOUN
ajam-141	58	16	(	(	PUNCT
ajam-141	58	17	or	or	CCONJ
ajam-141	58	18	about	about	ADV
ajam-141	58	19	118	118	NUM
ajam-141	58	20	tons	ton	NOUN
ajam-141	58	21	)	)	PUNCT
ajam-141	58	22	of	of	ADP
ajam-141	58	23	mineral	mineral	NOUN
ajam-141	58	24	fertilizers	fertilizer	NOUN
ajam-141	58	25	annually	annually	ADV
ajam-141	58	26	(	(	PUNCT
ajam-141	58	27	table	table	NOUN
ajam-141	58	28	2	2	NUM
ajam-141	58	29	)	)	PUNCT
ajam-141	58	30	.	.	PUNCT
ajam-141	59	1	the	the	DET
ajam-141	59	2	corresponding	corresponding	ADJ
ajam-141	59	3	figure	figure	NOUN
ajam-141	59	4	for	for	ADP
ajam-141	59	5	improved	improved	ADJ
ajam-141	59	6	seeds	seed	NOUN
ajam-141	59	7	was	be	AUX
ajam-141	59	8	about	about	ADV
ajam-141	59	9	10	10	NUM
ajam-141	59	10	tons	ton	NOUN
ajam-141	59	11	.	.	PUNCT
ajam-141	60	1	the	the	DET
ajam-141	60	2	average	average	NOUN
ajam-141	60	3	for	for	ADP
ajam-141	60	4	the	the	DET
ajam-141	60	5	liquid	liquid	ADJ
ajam-141	60	6	agrochemicals	agrochemical	NOUN
ajam-141	60	7	ranges	range	VERB
ajam-141	60	8	from	from	ADP
ajam-141	60	9	about	about	ADP
ajam-141	60	10	490	490	NUM
ajam-141	60	11	litres	litre	NOUN
ajam-141	60	12	(	(	PUNCT
ajam-141	60	13	for	for	ADP
ajam-141	60	14	herbi	herbi	NOUN
ajam-141	60	15	-	-	PUNCT
ajam-141	60	16	cides	cide	NOUN
ajam-141	60	17	)	)	PUNCT
ajam-141	60	18	to	to	ADP
ajam-141	60	19	about	about	ADV
ajam-141	60	20	1600	1600	NUM
ajam-141	60	21	litres	litre	NOUN
ajam-141	60	22	(	(	PUNCT
ajam-141	60	23	for	for	ADP
ajam-141	60	24	seed	seed	NOUN
ajam-141	60	25	treatment	treatment	NOUN
ajam-141	60	26	chemicals	chemical	NOUN
ajam-141	60	27	)	)	PUNCT
ajam-141	60	28	(	(	PUNCT
ajam-141	60	29	table	table	NOUN
ajam-141	60	30	2	2	NUM
ajam-141	60	31	)	)	PUNCT
ajam-141	60	32	.	.	PUNCT
ajam-141	61	1	table	table	NOUN
ajam-141	61	2	2	2	NUM
ajam-141	61	3	clearly	clearly	ADV
ajam-141	61	4	shows	show	VERB
ajam-141	61	5	the	the	DET
ajam-141	61	6	low	low	ADJ
ajam-141	61	7	demand	demand	NOUN
ajam-141	61	8	that	that	SCONJ
ajam-141	61	9	agro	agro	ADJ
ajam-141	61	10	-	-	PUNCT
ajam-141	61	11	input	input	NOUN
ajam-141	61	12	dealers	dealer	NOUN
ajam-141	61	13	ranked	rank	VERB
ajam-141	61	14	second	second	ADV
ajam-141	61	15	to	to	ADP
ajam-141	61	16	high	high	ADJ
ajam-141	61	17	cost	cost	NOUN
ajam-141	61	18	of	of	ADP
ajam-141	61	19	transport	transport	NOUN
ajam-141	61	20	among	among	ADP
ajam-141	61	21	the	the	DET
ajam-141	61	22	constraints	constraint	NOUN
ajam-141	61	23	and	and	CCONJ
ajam-141	61	24	challenges	challenge	NOUN
ajam-141	61	25	that	that	PRON
ajam-141	61	26	they	they	PRON
ajam-141	61	27	face	face	VERB
ajam-141	61	28	in	in	ADP
ajam-141	61	29	trying	try	VERB
ajam-141	61	30	to	to	PART
ajam-141	61	31	provide	provide	VERB
ajam-141	61	32	inputs	input	NOUN
ajam-141	61	33	to	to	ADP
ajam-141	61	34	smallholder	smallholder	NOUN
ajam-141	61	35	farmers	farmer	NOUN
ajam-141	61	36	.	.	PUNCT
ajam-141	62	1	coupled	couple	VERB
ajam-141	62	2	with	with	ADP
ajam-141	62	3	the	the	DET
ajam-141	62	4	table	table	NOUN
ajam-141	62	5	1	1	NUM
ajam-141	62	6	.	.	X
ajam-141	62	7	number	number	NOUN
ajam-141	62	8	of	of	ADP
ajam-141	62	9	agro	agro	ADJ
ajam-141	62	10	-	-	PUNCT
ajam-141	62	11	input	input	NOUN
ajam-141	62	12	dealers	dealer	NOUN
ajam-141	62	13	selling	sell	VERB
ajam-141	62	14	different	different	ADJ
ajam-141	62	15	farm	farm	NOUN
ajam-141	62	16	inputs	input	NOUN
ajam-141	62	17	in	in	ADP
ajam-141	62	18	western	western	ADJ
ajam-141	62	19	kenya	kenya	NOUN
ajam-141	62	20	:	:	PUNCT
ajam-141	62	21	2003	2003	NUM
ajam-141	62	22	2005	2005	NUM
ajam-141	62	23	.	.	PUNCT
ajam-141	63	1	number	number	NOUN
ajam-141	63	2	of	of	ADP
ajam-141	63	3	input	input	NOUN
ajam-141	63	4	dealers	dealer	NOUN
ajam-141	63	5	#	#	NOUN
ajam-141	63	6	%	%	NOUN
ajam-141	63	7	increase	increase	NOUN
ajam-141	63	8	agro	agro	NOUN
ajam-141	63	9	-	-	PUNCT
ajam-141	63	10	input	input	NOUN
ajam-141	63	11	2003	2003	NUM
ajam-141	63	12	2004	2004	NUM
ajam-141	63	13	2005	2005	NUM
ajam-141	63	14	(	(	PUNCT
ajam-141	63	15	2003	2003	NUM
ajam-141	63	16	-	-	SYM
ajam-141	63	17	2005	2005	NUM
ajam-141	63	18	)	)	PUNCT
ajam-141	63	19	mineral	mineral	NOUN
ajam-141	63	20	fertilizers	fertilizer	NOUN
ajam-141	63	21	245	245	NUM
ajam-141	63	22	276	276	NUM
ajam-141	63	23	299	299	NUM
ajam-141	63	24	22	22	NUM
ajam-141	63	25	insecticides	insecticide	NOUN
ajam-141	63	26	314	314	NUM
ajam-141	63	27	351	351	NUM
ajam-141	63	28	372	372	NUM
ajam-141	63	29	19	19	NUM
ajam-141	63	30	farm	farm	NOUN
ajam-141	63	31	machinery	machinery	NOUN
ajam-141	63	32	69	69	NUM
ajam-141	63	33	78	78	NUM
ajam-141	63	34	82	82	NUM
ajam-141	63	35	19	19	NUM
ajam-141	63	36	herbicides	herbicide	NOUN
ajam-141	63	37	61	61	NUM
ajam-141	63	38	67	67	NUM
ajam-141	63	39	72	72	NUM
ajam-141	63	40	18	18	NUM
ajam-141	63	41	fungicide	fungicide	NOUN
ajam-141	63	42	234	234	NUM
ajam-141	63	43	255	255	NUM
ajam-141	63	44	275	275	NUM
ajam-141	63	45	18	18	NUM
ajam-141	63	46	improved	improve	VERB
ajam-141	63	47	seeds	seed	NOUN
ajam-141	63	48	176	176	NUM
ajam-141	63	49	189	189	NUM
ajam-141	63	50	198	198	NUM
ajam-141	63	51	13	13	NUM
ajam-141	63	52	storage	storage	NOUN
ajam-141	63	53	chemical	chemical	NOUN
ajam-141	63	54	244	244	NUM
ajam-141	63	55	263	263	NUM
ajam-141	63	56	271	271	NUM
ajam-141	63	57	11	11	NUM
ajam-141	63	58	seed	seed	NOUN
ajam-141	63	59	treatment	treatment	NOUN
ajam-141	63	60	chemicals	chemical	NOUN
ajam-141	63	61	43	43	NUM
ajam-141	63	62	43	43	NUM
ajam-141	63	63	44	44	NUM
ajam-141	63	64	2	2	NUM
ajam-141	63	65	total	total	NOUN
ajam-141	63	66	across	across	ADP
ajam-141	63	67	inputs	input	NOUN
ajam-141	63	68	(	(	PUNCT
ajam-141	63	69	not	not	PART
ajam-141	63	70	mutually	mutually	ADV
ajam-141	63	71	exclusive	exclusive	ADJ
ajam-141	63	72	)	)	PUNCT
ajam-141	63	73	1498	1498	NUM
ajam-141	63	74	1643	1643	NUM
ajam-141	63	75	1742	1742	NUM
ajam-141	63	76	16	16	NUM
ajam-141	63	77	#	#	NOUN
ajam-141	63	78	responses	response	NOUN
ajam-141	63	79	was	be	AUX
ajam-141	63	80	collated	collate	VERB
ajam-141	63	81	for	for	ADP
ajam-141	63	82	different	different	ADJ
ajam-141	63	83	input	input	NOUN
ajam-141	63	84	brands	brand	NOUN
ajam-141	63	85	within	within	ADP
ajam-141	63	86	each	each	DET
ajam-141	63	87	agro	agro	ADJ
ajam-141	63	88	-	-	PUNCT
ajam-141	63	89	input	input	NOUN
ajam-141	63	90	category	category	NOUN
ajam-141	63	91	.	.	PUNCT
ajam-141	64	1	hence	hence	ADV
ajam-141	64	2	,	,	PUNCT
ajam-141	64	3	for	for	ADP
ajam-141	64	4	some	some	DET
ajam-141	64	5	inputs	input	NOUN
ajam-141	64	6	,	,	PUNCT
ajam-141	64	7	the	the	DET
ajam-141	64	8	number	number	NOUN
ajam-141	64	9	of	of	ADP
ajam-141	64	10	dealers	dealer	NOUN
ajam-141	64	11	is	be	AUX
ajam-141	64	12	more	more	ADJ
ajam-141	64	13	than	than	ADP
ajam-141	64	14	the	the	DET
ajam-141	64	15	sample	sample	NOUN
ajam-141	64	16	size	size	NOUN
ajam-141	64	17	because	because	SCONJ
ajam-141	64	18	of	of	ADP
ajam-141	64	19	the	the	DET
ajam-141	64	20	grouping	grouping	NOUN
ajam-141	64	21	together	together	ADV
ajam-141	64	22	of	of	ADP
ajam-141	64	23	similar	similar	ADJ
ajam-141	64	24	inputs	input	NOUN
ajam-141	64	25	.	.	PUNCT
ajam-141	64	26	table	table	NOUN
ajam-141	64	27	2	2	NUM
ajam-141	64	28	.	.	PUNCT
ajam-141	65	1	mean	mean	VERB
ajam-141	65	2	quantity	quantity	NOUN
ajam-141	65	3	of	of	ADP
ajam-141	65	4	different	different	ADJ
ajam-141	65	5	farm	farm	NOUN
ajam-141	65	6	inputs	input	NOUN
ajam-141	65	7	sold	sell	VERB
ajam-141	65	8	by	by	ADP
ajam-141	65	9	agro	agro	ADJ
ajam-141	65	10	-	-	PUNCT
ajam-141	65	11	input	input	NOUN
ajam-141	65	12	dealers	dealer	NOUN
ajam-141	65	13	in	in	ADP
ajam-141	65	14	western	western	ADJ
ajam-141	65	15	kenya	kenya	NOUN
ajam-141	65	16	:	:	PUNCT
ajam-141	65	17	2003	2003	NUM
ajam-141	65	18	–	–	PUNCT
ajam-141	65	19	2005	2005	NUM
ajam-141	65	20	.	.	PUNCT
ajam-141	66	1	agro	agro	ADJ
ajam-141	66	2	-	-	PUNCT
ajam-141	66	3	input	input	NOUN
ajam-141	66	4	quantity	quantity	NOUN
ajam-141	66	5	n	n	CCONJ
ajam-141	66	6	*	*	NOUN
ajam-141	66	7	mineral	mineral	NOUN
ajam-141	66	8	fertilizers	fertilizer	NOUN
ajam-141	66	9	(	(	PUNCT
ajam-141	66	10	bags	bag	NOUN
ajam-141	66	11	)	)	PUNCT
ajam-141	66	12	2357.0	2357.0	NUM
ajam-141	66	13	383	383	NUM
ajam-141	66	14	improved	improved	ADJ
ajam-141	66	15	seeds	seed	NOUN
ajam-141	66	16	(	(	PUNCT
ajam-141	66	17	kg	kg	NOUN
ajam-141	66	18	)	)	PUNCT
ajam-141	66	19	10144.0	10144.0	NUM
ajam-141	66	20	186	186	NUM
ajam-141	66	21	fungicide	fungicide	NOUN
ajam-141	66	22	(	(	PUNCT
ajam-141	66	23	litres	litre	NOUN
ajam-141	66	24	)	)	PUNCT
ajam-141	66	25	416.5	416.5	NUM
ajam-141	66	26	299	299	NUM
ajam-141	66	27	insecticides	insecticide	NOUN
ajam-141	66	28	(	(	PUNCT
ajam-141	66	29	litres	litre	NOUN
ajam-141	66	30	)	)	PUNCT
ajam-141	66	31	671.0	671.0	NUM
ajam-141	66	32	273	273	NUM
ajam-141	66	33	storage	storage	NOUN
ajam-141	66	34	chemicals	chemical	NOUN
ajam-141	66	35	(	(	PUNCT
ajam-141	66	36	litres	litre	NOUN
ajam-141	66	37	)	)	PUNCT
ajam-141	66	38	868.0	868.0	NUM
ajam-141	66	39	223	223	NUM
ajam-141	66	40	herbicides	herbicide	NOUN
ajam-141	66	41	(	(	PUNCT
ajam-141	66	42	litres	litre	NOUN
ajam-141	66	43	)	)	PUNCT
ajam-141	66	44	491.2	491.2	NUM
ajam-141	66	45	69	69	NUM
ajam-141	66	46	seed	seed	NOUN
ajam-141	66	47	treatment	treatment	NOUN
ajam-141	66	48	chemicals	chemical	NOUN
ajam-141	66	49	(	(	PUNCT
ajam-141	66	50	litres	litre	NOUN
ajam-141	66	51	)	)	PUNCT
ajam-141	66	52	1616.0	1616.0	NUM
ajam-141	66	53	46	46	NUM
ajam-141	66	54	machinery	machinery	NOUN
ajam-141	66	55	(	(	PUNCT
ajam-141	66	56	units	unit	NOUN
ajam-141	66	57	of	of	ADP
ajam-141	66	58	different	different	ADJ
ajam-141	66	59	tools	tool	NOUN
ajam-141	66	60	)	)	PUNCT
ajam-141	66	61	#	#	NOUN
ajam-141	66	62	236.3	236.3	NUM
ajam-141	66	63	17	17	NUM
ajam-141	66	64	other	other	ADJ
ajam-141	66	65	farm	farm	NOUN
ajam-141	66	66	implements	implement	NOUN
ajam-141	66	67	(	(	PUNCT
ajam-141	66	68	units	unit	NOUN
ajam-141	66	69	of	of	ADP
ajam-141	66	70	different	different	ADJ
ajam-141	66	71	tools	tool	NOUN
ajam-141	66	72	)	)	PUNCT
ajam-141	66	73	&	&	CCONJ
ajam-141	66	74	187.7	187.7	NUM
ajam-141	66	75	17	17	NUM
ajam-141	66	76	*	*	PUNCT
ajam-141	66	77	each	each	DET
ajam-141	66	78	input	input	NOUN
ajam-141	66	79	category	category	NOUN
ajam-141	66	80	included	include	VERB
ajam-141	66	81	several	several	ADJ
ajam-141	66	82	specific	specific	ADJ
ajam-141	66	83	input	input	NOUN
ajam-141	66	84	brands	brand	NOUN
ajam-141	66	85	;	;	PUNCT
ajam-141	66	86	hence	hence	ADV
ajam-141	66	87	n	n	CCONJ
ajam-141	66	88	was	be	AUX
ajam-141	66	89	larger	large	ADJ
ajam-141	66	90	than	than	ADP
ajam-141	66	91	number	number	NOUN
ajam-141	66	92	of	of	ADP
ajam-141	66	93	agro	agro	ADJ
ajam-141	66	94	-	-	PUNCT
ajam-141	66	95	input	input	NOUN
ajam-141	66	96	dealers	dealer	NOUN
ajam-141	66	97	#	#	NOUN
ajam-141	66	98	machinery	machinery	NOUN
ajam-141	66	99	here	here	ADV
ajam-141	66	100	includes	include	VERB
ajam-141	66	101	:	:	PUNCT
ajam-141	66	102	tractors	tractor	NOUN
ajam-141	66	103	,	,	PUNCT
ajam-141	66	104	sprayers	sprayer	NOUN
ajam-141	66	105	,	,	PUNCT
ajam-141	66	106	and	and	CCONJ
ajam-141	66	107	spare	spare	ADJ
ajam-141	66	108	parts	part	NOUN
ajam-141	66	109	.	.	PUNCT
ajam-141	67	1	&	&	CCONJ
ajam-141	67	2	other	other	ADJ
ajam-141	67	3	farm	farm	NOUN
ajam-141	67	4	implements	implement	NOUN
ajam-141	67	5	here	here	ADV
ajam-141	67	6	include	include	VERB
ajam-141	67	7	:	:	PUNCT
ajam-141	67	8	long	long	ADJ
ajam-141	67	9	hoes	hoe	NOUN
ajam-141	67	10	,	,	PUNCT
ajam-141	67	11	short	short	ADJ
ajam-141	67	12	hoes	hoe	NOUN
ajam-141	67	13	and	and	CCONJ
ajam-141	67	14	cutlasses	cutlass	NOUN
ajam-141	67	15	usually	usually	ADV
ajam-141	67	16	high	high	ADJ
ajam-141	67	17	prices	price	NOUN
ajam-141	67	18	of	of	ADP
ajam-141	67	19	most	most	ADJ
ajam-141	67	20	agro	agro	NOUN
ajam-141	67	21	-	-	PUNCT
ajam-141	67	22	inputs	input	NOUN
ajam-141	67	23	,	,	PUNCT
ajam-141	67	24	these	these	PRON
ajam-141	67	25	constrain	constrain	VERB
ajam-141	67	26	the	the	DET
ajam-141	67	27	development	development	NOUN
ajam-141	67	28	of	of	ADP
ajam-141	67	29	efficient	efficient	ADJ
ajam-141	67	30	farm	farm	NOUN
ajam-141	67	31	input	input	NOUN
ajam-141	67	32	distribution	distribution	NOUN
ajam-141	67	33	systems	system	NOUN
ajam-141	67	34	and	and	CCONJ
ajam-141	67	35	are	be	AUX
ajam-141	67	36	fed	feed	VERB
ajam-141	67	37	into	into	ADP
ajam-141	67	38	by	by	ADP
ajam-141	67	39	farmers‟	farmers‟	NOUN
ajam-141	67	40	inability	inability	NOUN
ajam-141	67	41	to	to	PART
ajam-141	67	42	sell	sell	VERB
ajam-141	67	43	their	their	PRON
ajam-141	67	44	farm	farm	NOUN
ajam-141	67	45	surplus	surplus	NOUN
ajam-141	67	46	produce	produce	VERB
ajam-141	67	47	at	at	ADP
ajam-141	67	48	high	high	ADJ
ajam-141	67	49	prices	price	NOUN
ajam-141	67	50	,	,	PUNCT
ajam-141	67	51	especially	especially	ADV
ajam-141	67	52	immediately	immediately	ADV
ajam-141	67	53	after	after	ADP
ajam-141	67	54	harvest	harvest	NOUN
ajam-141	67	55	.	.	PUNCT
ajam-141	68	1	this	this	DET
ajam-141	68	2	situation	situation	NOUN
ajam-141	68	3	contributes	contribute	VERB
ajam-141	68	4	to	to	ADP
ajam-141	68	5	poor	poor	ADJ
ajam-141	68	6	land	land	NOUN
ajam-141	68	7	stewardship	stewardship	NOUN
ajam-141	68	8	,	,	PUNCT
ajam-141	68	9	accelerated	accelerate	VERB
ajam-141	68	10	land	land	NOUN
ajam-141	68	11	degradation	degradation	NOUN
ajam-141	68	12	,	,	PUNCT
ajam-141	68	13	decline	decline	VERB
ajam-141	68	14	in	in	ADP
ajam-141	68	15	household	household	NOUN
ajam-141	68	16	welfare	welfare	NOUN
ajam-141	68	17	,	,	PUNCT
ajam-141	68	18	and	and	CCONJ
ajam-141	68	19	negatively	negatively	ADV
ajam-141	68	20	affects	affect	VERB
ajam-141	68	21	farmer	farmer	NOUN
ajam-141	68	22	investments	investment	NOUN
ajam-141	68	23	in	in	ADP
ajam-141	68	24	farm	farm	NOUN
ajam-141	68	25	inputs	input	NOUN
ajam-141	68	26	and	and	CCONJ
ajam-141	68	27	returns	return	NOUN
ajam-141	68	28	to	to	ADP
ajam-141	68	29	agricultural	agricultural	ADJ
ajam-141	68	30	production	production	NOUN
ajam-141	68	31	(	(	PUNCT
ajam-141	68	32	bashaasha	bashaasha	NOUN
ajam-141	68	33	,	,	PUNCT
ajam-141	68	34	2001	2001	NUM
ajam-141	68	35	)	)	PUNCT
ajam-141	68	36	.	.	PUNCT
ajam-141	69	1	to	to	PART
ajam-141	69	2	break	break	VERB
ajam-141	69	3	the	the	DET
ajam-141	69	4	cycle	cycle	NOUN
ajam-141	69	5	of	of	ADP
ajam-141	69	6	high	high	ADJ
ajam-141	69	7	input	input	NOUN
ajam-141	69	8	price	price	NOUN
ajam-141	69	9	,	,	PUNCT
ajam-141	69	10	low	low	ADJ
ajam-141	69	11	input	input	NOUN
ajam-141	69	12	demand	demand	NOUN
ajam-141	69	13	,	,	PUNCT
ajam-141	69	14	the	the	DET
ajam-141	69	15	need	need	NOUN
ajam-141	69	16	to	to	PART
ajam-141	69	17	stimulate	stimulate	VERB
ajam-141	69	18	a	a	DET
ajam-141	69	19	huge	huge	ADJ
ajam-141	69	20	increase	increase	NOUN
ajam-141	69	21	in	in	ADP
ajam-141	69	22	input	input	NOUN
ajam-141	69	23	demand	demand	NOUN
ajam-141	69	24	is	be	AUX
ajam-141	69	25	critical	critical	ADJ
ajam-141	69	26	.	.	PUNCT
ajam-141	70	1	this	this	PRON
ajam-141	70	2	requires	require	VERB
ajam-141	70	3	reduction	reduction	NOUN
ajam-141	70	4	in	in	ADP
ajam-141	70	5	input	input	NOUN
ajam-141	70	6	prices	price	NOUN
ajam-141	70	7	(	(	PUNCT
ajam-141	70	8	through	through	ADP
ajam-141	70	9	economies	economy	NOUN
ajam-141	70	10	of	of	ADP
ajam-141	70	11	size	size	NOUN
ajam-141	70	12	,	,	PUNCT
ajam-141	70	13	new	new	ADJ
ajam-141	70	14	institutional	institutional	ADJ
ajam-141	70	15	arrangements	arrangement	NOUN
ajam-141	70	16	,	,	PUNCT
ajam-141	70	17	etc	etc	X
ajam-141	70	18	.	.	X
ajam-141	70	19	)	)	PUNCT
ajam-141	70	20	at	at	ADP
ajam-141	70	21	the	the	DET
ajam-141	70	22	farm	farm	NOUN
ajam-141	70	23	-	-	PUNCT
ajam-141	70	24	level	level	NOUN
ajam-141	70	25	,	,	PUNCT
ajam-141	70	26	credit	credit	NOUN
ajam-141	70	27	availability	availability	NOUN
ajam-141	70	28	to	to	ADP
ajam-141	70	29	farmers	farmer	NOUN
ajam-141	70	30	for	for	ADP
ajam-141	70	31	the	the	DET
ajam-141	70	32	purchase	purchase	NOUN
ajam-141	70	33	of	of	ADP
ajam-141	70	34	agro	agro	NOUN
ajam-141	70	35	-	-	PUNCT
ajam-141	70	36	inputs	input	NOUN
ajam-141	70	37	,	,	PUNCT
ajam-141	70	38	and	and	CCONJ
ajam-141	70	39	attractive	attractive	ADJ
ajam-141	70	40	prices	price	NOUN
ajam-141	70	41	for	for	ADP
ajam-141	70	42	farm	farm	NOUN
ajam-141	70	43	produce	produce	NOUN
ajam-141	70	44	(	(	PUNCT
ajam-141	70	45	table	table	NOUN
ajam-141	70	46	2	2	NUM
ajam-141	70	47	)	)	PUNCT
ajam-141	70	48	.	.	PUNCT
ajam-141	71	1	other	other	ADJ
ajam-141	71	2	farm	farm	NOUN
ajam-141	71	3	services	service	NOUN
ajam-141	71	4	that	that	PRON
ajam-141	71	5	input	input	NOUN
ajam-141	71	6	dealers	dealer	NOUN
ajam-141	71	7	provide	provide	VERB
ajam-141	71	8	to	to	ADP
ajam-141	71	9	farmers	farmer	NOUN
ajam-141	71	10	in	in	ADP
ajam-141	71	11	western	western	ADJ
ajam-141	71	12	kenya	kenya	PROPN
ajam-141	71	13	only	only	ADV
ajam-141	71	14	2	2	NUM
ajam-141	71	15	–	–	PUNCT
ajam-141	71	16	11	11	NUM
ajam-141	71	17	%	%	NOUN
ajam-141	71	18	of	of	ADP
ajam-141	71	19	the	the	DET
ajam-141	71	20	agro	agro	ADJ
ajam-141	71	21	-	-	PUNCT
ajam-141	71	22	input	input	NOUN
ajam-141	71	23	dealers	dealer	NOUN
ajam-141	71	24	surveyed	survey	VERB
ajam-141	71	25	provided	provide	VERB
ajam-141	71	26	other	other	ADJ
ajam-141	71	27	services	service	NOUN
ajam-141	71	28	to	to	ADP
ajam-141	71	29	small	small	ADJ
ajam-141	71	30	-	-	PUNCT
ajam-141	71	31	scale	scale	NOUN
ajam-141	71	32	farmers	farmer	NOUN
ajam-141	71	33	.	.	PUNCT
ajam-141	72	1	farm	farm	NOUN
ajam-141	72	2	services	service	NOUN
ajam-141	72	3	most	most	ADV
ajam-141	72	4	commonly	commonly	ADV
ajam-141	72	5	provided	provide	VERB
ajam-141	72	6	by	by	ADP
ajam-141	72	7	the	the	DET
ajam-141	72	8	farm	farm	NOUN
ajam-141	72	9	input	input	NOUN
ajam-141	72	10	dealers	dealer	NOUN
ajam-141	72	11	were	be	AUX
ajam-141	72	12	information	information	NOUN
ajam-141	72	13	[	[	X
ajam-141	72	14	especially	especially	ADV
ajam-141	72	15	related	relate	VERB
ajam-141	72	16	to	to	ADP
ajam-141	72	17	agrochemicals	agrochemical	NOUN
ajam-141	72	18	(	(	PUNCT
ajam-141	72	19	24	24	NUM
ajam-141	72	20	%	%	NOUN
ajam-141	72	21	of	of	ADP
ajam-141	72	22	respondents	respondent	NOUN
ajam-141	72	23	)	)	PUNCT
ajam-141	72	24	and	and	CCONJ
ajam-141	72	25	improved	improve	VERB
ajam-141	72	26	varieties	variety	NOUN
ajam-141	72	27	of	of	ADP
ajam-141	72	28	seeds	seed	NOUN
ajam-141	72	29	(	(	PUNCT
ajam-141	72	30	22	22	NUM
ajam-141	72	31	%	%	NOUN
ajam-141	72	32	)	)	PUNCT
ajam-141	72	33	]	]	PUNCT
ajam-141	72	34	.	.	PUNCT
ajam-141	73	1	the	the	DET
ajam-141	73	2	least	least	ADV
ajam-141	73	3	important	important	ADJ
ajam-141	73	4	farm	farm	NOUN
ajam-141	73	5	services	service	NOUN
ajam-141	73	6	that	that	PRON
ajam-141	73	7	dealers	dealer	NOUN
ajam-141	73	8	provided	provide	VERB
ajam-141	73	9	farmers	farmer	NOUN
ajam-141	73	10	included	include	VERB
ajam-141	73	11	credit	credit	NOUN
ajam-141	73	12	and	and	CCONJ
ajam-141	73	13	spraying	spray	VERB
ajam-141	73	14	services	service	NOUN
ajam-141	73	15	.	.	PUNCT
ajam-141	74	1	twentyseven	twentyseven	VERB
ajam-141	74	2	agro	agro	ADJ
ajam-141	74	3	-	-	PUNCT
ajam-141	74	4	input	input	NOUN
ajam-141	74	5	dealers	dealer	NOUN
ajam-141	74	6	(	(	PUNCT
ajam-141	74	7	or	or	CCONJ
ajam-141	74	8	18	18	NUM
ajam-141	74	9	%	%	NOUN
ajam-141	74	10	of	of	ADP
ajam-141	74	11	the	the	DET
ajam-141	74	12	respondents	respondent	NOUN
ajam-141	74	13	)	)	PUNCT
ajam-141	74	14	provided	provide	VERB
ajam-141	74	15	farmers	farmer	NOUN
ajam-141	74	16	with	with	ADP
ajam-141	74	17	credit	credit	NOUN
ajam-141	74	18	services	service	NOUN
ajam-141	74	19	.	.	PUNCT
ajam-141	75	1	however	however	ADV
ajam-141	75	2	,	,	PUNCT
ajam-141	75	3	only	only	ADV
ajam-141	75	4	three	three	NUM
ajam-141	75	5	agro	agro	ADJ
ajam-141	75	6	-	-	PUNCT
ajam-141	75	7	input	input	NOUN
ajam-141	75	8	dealers	dealer	NOUN
ajam-141	75	9	(	(	PUNCT
ajam-141	75	10	about	about	ADV
ajam-141	75	11	2	2	NUM
ajam-141	75	12	%	%	NOUN
ajam-141	75	13	of	of	ADP
ajam-141	75	14	all	all	DET
ajam-141	75	15	respondents	respondent	NOUN
ajam-141	75	16	)	)	PUNCT
ajam-141	75	17	provided	provide	VERB
ajam-141	75	18	farmers	farmer	NOUN
ajam-141	75	19	with	with	ADP
ajam-141	75	20	spraying	spray	VERB
ajam-141	75	21	services	service	NOUN
ajam-141	75	22	.	.	PUNCT
ajam-141	76	1	it	it	PRON
ajam-141	76	2	is	be	AUX
ajam-141	76	3	little	little	ADV
ajam-141	76	4	surprising	surprising	ADJ
ajam-141	76	5	that	that	SCONJ
ajam-141	76	6	only	only	ADV
ajam-141	76	7	few	few	ADJ
ajam-141	76	8	agro	agro	ADJ
ajam-141	76	9	-	-	PUNCT
ajam-141	76	10	input	input	NOUN
ajam-141	76	11	dealers	dealer	NOUN
ajam-141	76	12	provided	provide	VERB
ajam-141	76	13	credit	credit	NOUN
ajam-141	76	14	to	to	ADP
ajam-141	76	15	table	table	NOUN
ajam-141	76	16	3	3	NUM
ajam-141	76	17	.	.	X
ajam-141	76	18	number	number	NOUN
ajam-141	76	19	of	of	ADP
ajam-141	76	20	farmers	farmer	NOUN
ajam-141	76	21	who	who	PRON
ajam-141	76	22	benefited	benefit	VERB
ajam-141	76	23	(	(	PUNCT
ajam-141	76	24	according	accord	VERB
ajam-141	76	25	to	to	ADP
ajam-141	76	26	dealers	dealer	NOUN
ajam-141	76	27	)	)	PUNCT
ajam-141	76	28	from	from	ADP
ajam-141	76	29	different	different	ADJ
ajam-141	76	30	other	other	ADJ
ajam-141	76	31	farm	farm	NOUN
ajam-141	76	32	services	service	NOUN
ajam-141	76	33	given	give	VERB
ajam-141	76	34	by	by	ADP
ajam-141	76	35	agro	agro	ADJ
ajam-141	76	36	-	-	PUNCT
ajam-141	76	37	input	input	NOUN
ajam-141	76	38	dealers	dealer	NOUN
ajam-141	76	39	in	in	ADP
ajam-141	76	40	western	western	ADJ
ajam-141	76	41	kenya	kenya	PROPN
ajam-141	76	42	.	.	PUNCT
ajam-141	77	1	number	number	NOUN
ajam-141	77	2	of	of	ADP
ajam-141	77	3	farmers	farmer	NOUN
ajam-141	77	4	that	that	PRON
ajam-141	77	5	benefited	benefit	VERB
ajam-141	77	6	from	from	ADP
ajam-141	77	7	service	service	NOUN
ajam-141	77	8	*	*	PUNCT
ajam-141	77	9	other	other	ADJ
ajam-141	77	10	agro	agro	ADJ
ajam-141	77	11	-	-	PUNCT
ajam-141	77	12	input	input	NOUN
ajam-141	77	13	service	service	NOUN
ajam-141	77	14	female	female	ADJ
ajam-141	77	15	male	male	ADJ
ajam-141	77	16	input	input	NOUN
ajam-141	77	17	packaging	packaging	NOUN
ajam-141	77	18	3100	3100	NUM
ajam-141	77	19	(	(	PUNCT
ajam-141	77	20	2	2	NUM
ajam-141	77	21	)	)	PUNCT
ajam-141	77	22	15000	15000	NUM
ajam-141	77	23	(	(	PUNCT
ajam-141	77	24	2	2	X
ajam-141	77	25	)	)	PUNCT
ajam-141	77	26	soil	soil	NOUN
ajam-141	77	27	suitability	suitability	NOUN
ajam-141	77	28	information	information	NOUN
ajam-141	77	29	796	796	NUM
ajam-141	77	30	(	(	PUNCT
ajam-141	77	31	7	7	NUM
ajam-141	77	32	)	)	PUNCT
ajam-141	77	33	3650	3650	NUM
ajam-141	77	34	(	(	PUNCT
ajam-141	77	35	7	7	X
ajam-141	77	36	)	)	PUNCT
ajam-141	77	37	soil	soil	NOUN
ajam-141	77	38	fertility	fertility	NOUN
ajam-141	77	39	information	information	NOUN
ajam-141	77	40	787	787	NUM
ajam-141	77	41	(	(	PUNCT
ajam-141	77	42	7	7	NUM
ajam-141	77	43	)	)	PUNCT
ajam-141	77	44	3645	3645	NUM
ajam-141	77	45	(	(	PUNCT
ajam-141	77	46	7	7	NUM
ajam-141	77	47	)	)	PUNCT
ajam-141	77	48	seed	seed	NOUN
ajam-141	77	49	variety	variety	NOUN
ajam-141	77	50	information	information	NOUN
ajam-141	77	51	656	656	NUM
ajam-141	77	52	(	(	PUNCT
ajam-141	77	53	13	13	NUM
ajam-141	77	54	)	)	PUNCT
ajam-141	77	55	2656	2656	NUM
ajam-141	77	56	(	(	PUNCT
ajam-141	77	57	12	12	NUM
ajam-141	77	58	)	)	PUNCT
ajam-141	77	59	agrochemicals	agrochemical	NOUN
ajam-141	77	60	information	information	NOUN
ajam-141	77	61	735	735	NUM
ajam-141	77	62	(	(	PUNCT
ajam-141	77	63	14	14	NUM
ajam-141	77	64	)	)	PUNCT
ajam-141	77	65	2328	2328	NUM
ajam-141	77	66	(	(	PUNCT
ajam-141	77	67	13	13	NUM
ajam-141	77	68	)	)	PUNCT
ajam-141	77	69	credit	credit	NOUN
ajam-141	77	70	facilities	facility	NOUN
ajam-141	77	71	255	255	NUM
ajam-141	77	72	(	(	PUNCT
ajam-141	77	73	12	12	NUM
ajam-141	77	74	)	)	PUNCT
ajam-141	77	75	298	298	NUM
ajam-141	77	76	(	(	PUNCT
ajam-141	77	77	12	12	NUM
ajam-141	77	78	)	)	PUNCT
ajam-141	77	79	spraying	spraying	NOUN
ajam-141	77	80	&	&	CCONJ
ajam-141	77	81	30	30	NUM
ajam-141	77	82	(	(	PUNCT
ajam-141	77	83	3	3	NUM
ajam-141	77	84	)	)	PUNCT
ajam-141	77	85	75	75	NUM
ajam-141	77	86	(	(	PUNCT
ajam-141	77	87	3	3	NUM
ajam-141	77	88	)	)	PUNCT
ajam-141	77	89	*	*	NOUN
ajam-141	77	90	values	value	NOUN
ajam-141	77	91	in	in	ADP
ajam-141	77	92	parenthesis	parenthesis	NOUN
ajam-141	77	93	are	be	AUX
ajam-141	77	94	effective	effective	ADJ
ajam-141	77	95	sample	sample	NOUN
ajam-141	77	96	sizes	size	NOUN
ajam-141	77	97	of	of	ADP
ajam-141	77	98	agro	agro	ADJ
ajam-141	77	99	-	-	PUNCT
ajam-141	77	100	input	input	NOUN
ajam-141	77	101	dealers	dealer	NOUN
ajam-141	77	102	who	who	PRON
ajam-141	77	103	offered	offer	VERB
ajam-141	77	104	serviced	service	VERB
ajam-141	77	105	&	&	CCONJ
ajam-141	77	106	free	free	ADJ
ajam-141	77	107	and	and	CCONJ
ajam-141	77	108	at	at	ADP
ajam-141	77	109	cost	cost	NOUN
ajam-141	77	110	p	p	PROPN
ajam-141	77	111	e	e	PROPN
ajam-141	77	112	rc	rc	PROPN
ajam-141	77	113	e	e	PROPN
ajam-141	77	114	n	n	NOUN
ajam-141	77	115	ta	ta	X
ajam-141	77	116	g	g	PROPN
ajam-141	77	117	e	e	PROPN
ajam-141	77	118	d	d	X
ajam-141	77	119	e	e	PROPN
ajam-141	77	120	a	a	X
ajam-141	77	121	le	le	X
ajam-141	77	122	rs	rs	NOUN
ajam-141	77	123	60	60	NUM
ajam-141	77	124	50	50	NUM
ajam-141	77	125	40	40	NUM
ajam-141	77	126	30	30	NUM
ajam-141	77	127	20	20	NUM
ajam-141	77	128	10	10	NUM
ajam-141	77	129	0	0	NUM
ajam-141	77	130	high	high	ADJ
ajam-141	77	131	low	low	ADJ
ajam-141	77	132	deamnd	deamnd	ADJ
ajam-141	77	133	lack	lack	NOUN
ajam-141	77	134	of	of	ADP
ajam-141	77	135	lack	lack	NOUN
ajam-141	77	136	of	of	ADP
ajam-141	77	137	limited	limited	ADJ
ajam-141	77	138	transport	transport	NOUN
ajam-141	77	139	cost	cost	NOUN
ajam-141	77	140	market	market	NOUN
ajam-141	77	141	storage	storage	NOUN
ajam-141	77	142	business	business	NOUN
ajam-141	77	143	information	information	NOUN
ajam-141	77	144	facilities	facility	NOUN
ajam-141	77	145	knowledge	knowledge	NOUN
ajam-141	77	146	constraint	constraint	NOUN
ajam-141	77	147	figure	figure	NOUN
ajam-141	77	148	1	1	NUM
ajam-141	77	149	.	.	PUNCT
ajam-141	78	1	business	business	NOUN
ajam-141	78	2	constraints	constraint	NOUN
ajam-141	78	3	faced	face	VERB
ajam-141	78	4	by	by	ADP
ajam-141	78	5	agro	agro	ADJ
ajam-141	78	6	-	-	PUNCT
ajam-141	78	7	input	input	NOUN
ajam-141	78	8	dealers	dealer	NOUN
ajam-141	78	9	in	in	ADP
ajam-141	78	10	western	western	ADJ
ajam-141	78	11	kenya	kenya	PROPN
ajam-141	78	12	.	.	PUNCT
ajam-141	79	1	smallholder	smallholder	NOUN
ajam-141	79	2	farmers	farmer	NOUN
ajam-141	79	3	since	since	SCONJ
ajam-141	79	4	many	many	ADJ
ajam-141	79	5	of	of	ADP
ajam-141	79	6	the	the	DET
ajam-141	79	7	traders	trader	NOUN
ajam-141	79	8	themselves	themselves	PRON
ajam-141	79	9	lacked	lack	VERB
ajam-141	79	10	access	access	NOUN
ajam-141	79	11	to	to	ADP
ajam-141	79	12	financial	financial	ADJ
ajam-141	79	13	resources	resource	NOUN
ajam-141	79	14	beyond	beyond	ADP
ajam-141	79	15	their	their	PRON
ajam-141	79	16	own	own	ADJ
ajam-141	79	17	savings	saving	NOUN
ajam-141	79	18	and	and	CCONJ
ajam-141	79	19	income	income	NOUN
ajam-141	79	20	(	(	PUNCT
ajam-141	79	21	yanggen	yanggen	PROPN
ajam-141	79	22	et	et	PROPN
ajam-141	79	23	al	al	PROPN
ajam-141	79	24	.	.	PROPN
ajam-141	79	25	,	,	PUNCT
ajam-141	79	26	1998	1998	NUM
ajam-141	79	27	)	)	PUNCT
ajam-141	79	28	.	.	PUNCT
ajam-141	80	1	this	this	PRON
ajam-141	80	2	is	be	AUX
ajam-141	80	3	critical	critical	ADJ
ajam-141	80	4	especially	especially	ADV
ajam-141	80	5	considering	consider	VERB
ajam-141	80	6	that	that	SCONJ
ajam-141	80	7	farm	farm	NOUN
ajam-141	80	8	inputs	input	NOUN
ajam-141	80	9	such	such	ADJ
ajam-141	80	10	as	as	ADP
ajam-141	80	11	fertilizer	fertilizer	NOUN
ajam-141	80	12	are	be	AUX
ajam-141	80	13	expensive	expensive	ADJ
ajam-141	80	14	to	to	ADP
ajam-141	80	15	market	market	NOUN
ajam-141	80	16	(	(	PUNCT
ajam-141	80	17	high	high	ADJ
ajam-141	80	18	storage	storage	NOUN
ajam-141	80	19	and	and	CCONJ
ajam-141	80	20	transport	transport	NOUN
ajam-141	80	21	costs	cost	NOUN
ajam-141	80	22	)	)	PUNCT
ajam-141	80	23	and	and	CCONJ
ajam-141	80	24	to	to	PART
ajam-141	80	25	purchase	purchase	VERB
ajam-141	80	26	and	and	CCONJ
ajam-141	80	27	underscore	underscore	VERB
ajam-141	80	28	the	the	DET
ajam-141	80	29	fact	fact	NOUN
ajam-141	80	30	that	that	SCONJ
ajam-141	80	31	both	both	CCONJ
ajam-141	80	32	the	the	DET
ajam-141	80	33	input	input	NOUN
ajam-141	80	34	-	-	PUNCT
ajam-141	80	35	dealers	dealer	NOUN
ajam-141	80	36	and	and	CCONJ
ajam-141	80	37	farmers	farmer	NOUN
ajam-141	80	38	lack	lack	VERB
ajam-141	80	39	access	access	NOUN
ajam-141	80	40	to	to	ADP
ajam-141	80	41	critical	critical	ADJ
ajam-141	80	42	service	service	NOUN
ajam-141	80	43	markets	market	NOUN
ajam-141	80	44	(	(	PUNCT
ajam-141	80	45	especially	especially	ADV
ajam-141	80	46	credit	credit	NOUN
ajam-141	80	47	markets	market	NOUN
ajam-141	80	48	)	)	PUNCT
ajam-141	80	49	.	.	PUNCT
ajam-141	81	1	this	this	PRON
ajam-141	81	2	is	be	AUX
ajam-141	81	3	a	a	DET
ajam-141	81	4	typical	typical	ADJ
ajam-141	81	5	example	example	NOUN
ajam-141	81	6	of	of	ADP
ajam-141	81	7	how	how	SCONJ
ajam-141	81	8	the	the	DET
ajam-141	81	9	private	private	ADJ
ajam-141	81	10	sector	sector	NOUN
ajam-141	81	11	growth	growth	NOUN
ajam-141	81	12	is	be	AUX
ajam-141	81	13	constrained	constrain	VERB
ajam-141	81	14	by	by	ADP
ajam-141	81	15	a	a	DET
ajam-141	81	16	weak	weak	ADJ
ajam-141	81	17	enabling	enable	VERB
ajam-141	81	18	environment	environment	NOUN
ajam-141	81	19	.	.	PUNCT
ajam-141	82	1	it	it	PRON
ajam-141	82	2	is	be	AUX
ajam-141	82	3	critical	critical	ADJ
ajam-141	82	4	that	that	SCONJ
ajam-141	82	5	credit	credit	NOUN
ajam-141	82	6	guarantees	guarantee	NOUN
ajam-141	82	7	are	be	AUX
ajam-141	82	8	used	use	VERB
ajam-141	82	9	to	to	PART
ajam-141	82	10	link	link	VERB
ajam-141	82	11	farm	farm	NOUN
ajam-141	82	12	input	input	NOUN
ajam-141	82	13	manufacturing	manufacturing	NOUN
ajam-141	82	14	companies	company	NOUN
ajam-141	82	15	with	with	ADP
ajam-141	82	16	agro	agro	ADJ
ajam-141	82	17	-	-	PUNCT
ajam-141	82	18	input	input	NOUN
ajam-141	82	19	dealers	dealer	NOUN
ajam-141	82	20	.	.	PUNCT
ajam-141	83	1	successful	successful	ADJ
ajam-141	83	2	instances	instance	NOUN
ajam-141	83	3	of	of	ADP
ajam-141	83	4	smallholder	smallholder	NOUN
ajam-141	83	5	farmer	farmer	NOUN
ajam-141	83	6	adoption	adoption	NOUN
ajam-141	83	7	of	of	ADP
ajam-141	83	8	technologies	technology	NOUN
ajam-141	83	9	(	(	PUNCT
ajam-141	83	10	e.g.	e.g.	ADV
ajam-141	83	11	,	,	PUNCT
ajam-141	83	12	in	in	ADP
ajam-141	83	13	malawi	malawi	PROPN
ajam-141	83	14	)	)	PUNCT
ajam-141	83	15	have	have	AUX
ajam-141	83	16	demonstrated	demonstrate	VERB
ajam-141	83	17	the	the	DET
ajam-141	83	18	importance	importance	NOUN
ajam-141	83	19	of	of	ADP
ajam-141	83	20	credit	credit	NOUN
ajam-141	83	21	as	as	ADP
ajam-141	83	22	an	an	DET
ajam-141	83	23	important	important	ADJ
ajam-141	83	24	enabling	enable	VERB
ajam-141	83	25	factor	factor	NOUN
ajam-141	83	26	.	.	PUNCT
ajam-141	84	1	the	the	DET
ajam-141	84	2	above	above	ADJ
ajam-141	84	3	information	information	NOUN
ajam-141	84	4	was	be	AUX
ajam-141	84	5	gender	gender	NOUN
ajam-141	84	6	disaggregated	disaggregate	VERB
ajam-141	84	7	to	to	PART
ajam-141	84	8	provide	provide	VERB
ajam-141	84	9	a	a	DET
ajam-141	84	10	better	well	ADJ
ajam-141	84	11	understanding	understanding	NOUN
ajam-141	84	12	of	of	ADP
ajam-141	84	13	the	the	DET
ajam-141	84	14	distribution	distribution	NOUN
ajam-141	84	15	of	of	ADP
ajam-141	84	16	farm	farm	NOUN
ajam-141	84	17	services	service	NOUN
ajam-141	84	18	by	by	ADP
ajam-141	84	19	input	input	NOUN
ajam-141	84	20	dealers	dealer	NOUN
ajam-141	84	21	.	.	PUNCT
ajam-141	85	1	agro	agro	ADJ
ajam-141	85	2	-	-	PUNCT
ajam-141	85	3	input	input	NOUN
ajam-141	85	4	buyers	buyer	NOUN
ajam-141	85	5	(	(	PUNCT
ajam-141	85	6	mostly	mostly	ADV
ajam-141	85	7	farmers	farmer	NOUN
ajam-141	85	8	)	)	PUNCT
ajam-141	85	9	benefited	benefit	VERB
ajam-141	85	10	through	through	ADP
ajam-141	85	11	input	input	NOUN
ajam-141	85	12	packaging	packaging	NOUN
ajam-141	85	13	.	.	PUNCT
ajam-141	86	1	data	datum	NOUN
ajam-141	86	2	from	from	ADP
ajam-141	86	3	the	the	DET
ajam-141	86	4	agro	agro	ADJ
ajam-141	86	5	-	-	PUNCT
ajam-141	86	6	input	input	NOUN
ajam-141	86	7	dealers	dealer	NOUN
ajam-141	86	8	show	show	VERB
ajam-141	86	9	that	that	SCONJ
ajam-141	86	10	of	of	ADP
ajam-141	86	11	about	about	ADV
ajam-141	86	12	18100	18100	NUM
ajam-141	86	13	customers	customer	NOUN
ajam-141	86	14	(	(	PUNCT
ajam-141	86	15	farmers	farmer	NOUN
ajam-141	86	16	)	)	PUNCT
ajam-141	86	17	that	that	PRON
ajam-141	86	18	benefited	benefit	VERB
ajam-141	86	19	from	from	ADP
ajam-141	86	20	this	this	DET
ajam-141	86	21	service	service	NOUN
ajam-141	86	22	,	,	PUNCT
ajam-141	86	23	about	about	ADV
ajam-141	86	24	83	83	NUM
ajam-141	86	25	%	%	NOUN
ajam-141	86	26	were	be	AUX
ajam-141	86	27	male	male	ADJ
ajam-141	86	28	farmers	farmer	NOUN
ajam-141	86	29	.	.	PUNCT
ajam-141	87	1	although	although	SCONJ
ajam-141	87	2	only	only	ADV
ajam-141	87	3	a	a	DET
ajam-141	87	4	few	few	ADJ
ajam-141	87	5	of	of	ADP
ajam-141	87	6	the	the	DET
ajam-141	87	7	surveyed	survey	VERB
ajam-141	87	8	agro	agro	ADJ
ajam-141	87	9	-	-	PUNCT
ajam-141	87	10	input	input	NOUN
ajam-141	87	11	dealers	dealer	NOUN
ajam-141	87	12	gave	give	VERB
ajam-141	87	13	an	an	DET
ajam-141	87	14	estimate	estimate	NOUN
ajam-141	87	15	of	of	ADP
ajam-141	87	16	the	the	DET
ajam-141	87	17	farmers	farmer	NOUN
ajam-141	87	18	that	that	PRON
ajam-141	87	19	benefited	benefit	VERB
ajam-141	87	20	from	from	ADP
ajam-141	87	21	their	their	PRON
ajam-141	87	22	other	other	ADJ
ajam-141	87	23	farm	farm	NOUN
ajam-141	87	24	services	service	NOUN
ajam-141	87	25	,	,	PUNCT
ajam-141	87	26	it	it	PRON
ajam-141	87	27	is	be	AUX
ajam-141	87	28	striking	strike	VERB
ajam-141	87	29	that	that	SCONJ
ajam-141	87	30	in	in	ADP
ajam-141	87	31	100	100	NUM
ajam-141	87	32	%	%	NOUN
ajam-141	87	33	of	of	ADP
ajam-141	87	34	the	the	DET
ajam-141	87	35	cases	case	NOUN
ajam-141	87	36	,	,	PUNCT
ajam-141	87	37	more	more	ADJ
ajam-141	87	38	male	male	ADJ
ajam-141	87	39	farmers	farmer	NOUN
ajam-141	87	40	than	than	ADP
ajam-141	87	41	female	female	ADJ
ajam-141	87	42	farmers	farmer	NOUN
ajam-141	87	43	benefited	benefit	VERB
ajam-141	87	44	from	from	ADP
ajam-141	87	45	the	the	DET
ajam-141	87	46	farm	farm	NOUN
ajam-141	87	47	services	service	NOUN
ajam-141	87	48	of	of	ADP
ajam-141	87	49	agro	agro	ADJ
ajam-141	87	50	-	-	PUNCT
ajam-141	87	51	input	input	NOUN
ajam-141	87	52	dealers	dealer	NOUN
ajam-141	87	53	(	(	PUNCT
ajam-141	87	54	table	table	NOUN
ajam-141	87	55	3	3	NUM
ajam-141	87	56	)	)	PUNCT
ajam-141	87	57	.	.	PUNCT
ajam-141	88	1	this	this	PRON
ajam-141	88	2	was	be	AUX
ajam-141	88	3	the	the	DET
ajam-141	88	4	case	case	NOUN
ajam-141	88	5	for	for	ADP
ajam-141	88	6	both	both	CCONJ
ajam-141	88	7	free	free	ADJ
ajam-141	88	8	farm	farm	NOUN
ajam-141	88	9	services	service	NOUN
ajam-141	88	10	(	(	PUNCT
ajam-141	88	11	e.g.	e.g.	ADV
ajam-141	88	12	,	,	PUNCT
ajam-141	88	13	some	some	DET
ajam-141	88	14	aspects	aspect	NOUN
ajam-141	88	15	of	of	ADP
ajam-141	88	16	the	the	DET
ajam-141	88	17	spraying	spray	VERB
ajam-141	88	18	services	service	NOUN
ajam-141	88	19	)	)	PUNCT
ajam-141	88	20	and	and	CCONJ
ajam-141	88	21	the	the	DET
ajam-141	88	22	services	service	NOUN
ajam-141	88	23	that	that	PRON
ajam-141	88	24	were	be	AUX
ajam-141	88	25	paid	pay	VERB
ajam-141	88	26	for	for	ADP
ajam-141	88	27	.	.	PUNCT
ajam-141	89	1	this	this	PRON
ajam-141	89	2	is	be	AUX
ajam-141	89	3	generally	generally	ADV
ajam-141	89	4	expected	expect	VERB
ajam-141	89	5	because	because	SCONJ
ajam-141	89	6	,	,	PUNCT
ajam-141	89	7	compared	compare	VERB
ajam-141	89	8	to	to	ADP
ajam-141	89	9	their	their	PRON
ajam-141	89	10	male	male	ADJ
ajam-141	89	11	counterparts	counterpart	NOUN
ajam-141	89	12	female	female	ADJ
ajam-141	89	13	farmers	farmer	NOUN
ajam-141	89	14	are	be	AUX
ajam-141	89	15	less	less	ADV
ajam-141	89	16	likely	likely	ADJ
ajam-141	89	17	to	to	PART
ajam-141	89	18	have	have	VERB
ajam-141	89	19	contact	contact	NOUN
ajam-141	89	20	with	with	ADP
ajam-141	89	21	agro	agro	ADJ
ajam-141	89	22	-	-	PUNCT
ajam-141	89	23	input	input	NOUN
ajam-141	89	24	dealers	dealer	NOUN
ajam-141	89	25	due	due	ADP
ajam-141	89	26	to	to	ADP
ajam-141	89	27	their	their	PRON
ajam-141	89	28	more	more	ADV
ajam-141	89	29	limited	limited	ADJ
ajam-141	89	30	financial	financial	ADJ
ajam-141	89	31	resources	resource	NOUN
ajam-141	89	32	than	than	ADP
ajam-141	89	33	male	male	ADJ
ajam-141	89	34	farmers	farmer	NOUN
ajam-141	89	35	.	.	PUNCT
ajam-141	90	1	business	business	NOUN
ajam-141	90	2	incentives	incentive	NOUN
ajam-141	90	3	and	and	CCONJ
ajam-141	90	4	constraints	constraint	VERB
ajam-141	90	5	the	the	DET
ajam-141	90	6	agro	agro	ADJ
ajam-141	90	7	-	-	PUNCT
ajam-141	90	8	input	input	NOUN
ajam-141	90	9	dealers	dealer	NOUN
ajam-141	90	10	surveyed	survey	VERB
ajam-141	90	11	generally	generally	ADV
ajam-141	90	12	lacked	lack	VERB
ajam-141	90	13	business	business	NOUN
ajam-141	90	14	support	support	NOUN
ajam-141	90	15	and	and	CCONJ
ajam-141	90	16	faced	face	VERB
ajam-141	90	17	about	about	ADV
ajam-141	90	18	five	five	NUM
ajam-141	90	19	major	major	ADJ
ajam-141	90	20	business	business	NOUN
ajam-141	90	21	constraints	constraint	NOUN
ajam-141	90	22	including	include	VERB
ajam-141	90	23	high	high	ADJ
ajam-141	90	24	transport	transport	NOUN
ajam-141	90	25	cost	cost	NOUN
ajam-141	90	26	(	(	PUNCT
ajam-141	90	27	mostly	mostly	ADV
ajam-141	90	28	due	due	ADJ
ajam-141	90	29	to	to	ADP
ajam-141	90	30	poor	poor	ADJ
ajam-141	90	31	infrastructure	infrastructure	NOUN
ajam-141	90	32	)	)	PUNCT
ajam-141	90	33	,	,	PUNCT
ajam-141	90	34	low	low	ADJ
ajam-141	90	35	demand	demand	NOUN
ajam-141	90	36	,	,	PUNCT
ajam-141	90	37	lack	lack	NOUN
ajam-141	90	38	of	of	ADP
ajam-141	90	39	market	market	NOUN
ajam-141	90	40	information	information	NOUN
ajam-141	90	41	,	,	PUNCT
ajam-141	90	42	lack	lack	NOUN
ajam-141	90	43	of	of	ADP
ajam-141	90	44	storage	storage	NOUN
ajam-141	90	45	facilities	facility	NOUN
ajam-141	90	46	,	,	PUNCT
ajam-141	90	47	and	and	CCONJ
ajam-141	90	48	limited	limited	ADJ
ajam-141	90	49	business	business	NOUN
ajam-141	90	50	skill	skill	NOUN
ajam-141	90	51	and	and	CCONJ
ajam-141	90	52	knowledge	knowledge	NOUN
ajam-141	90	53	(	(	PUNCT
ajam-141	90	54	figure	figure	NOUN
ajam-141	90	55	1	1	NUM
ajam-141	90	56	)	)	PUNCT
ajam-141	90	57	.	.	PUNCT
ajam-141	91	1	the	the	DET
ajam-141	91	2	high	high	ADJ
ajam-141	91	3	cost	cost	NOUN
ajam-141	91	4	of	of	ADP
ajam-141	91	5	transport	transport	NOUN
ajam-141	91	6	must	must	AUX
ajam-141	91	7	have	have	AUX
ajam-141	91	8	been	be	AUX
ajam-141	91	9	due	due	ADJ
ajam-141	91	10	to	to	ADP
ajam-141	91	11	the	the	DET
ajam-141	91	12	long	long	ADJ
ajam-141	91	13	average	average	ADJ
ajam-141	91	14	distance	distance	NOUN
ajam-141	91	15	covered	cover	VERB
ajam-141	91	16	(	(	PUNCT
ajam-141	91	17	and	and	CCONJ
ajam-141	91	18	many	many	ADJ
ajam-141	91	19	hours‟	hours‟	AUX
ajam-141	91	20	drive	drive	VERB
ajam-141	91	21	away	away	ADV
ajam-141	91	22	)	)	PUNCT
ajam-141	91	23	by	by	ADP
ajam-141	91	24	agro	agro	ADJ
ajam-141	91	25	-	-	PUNCT
ajam-141	91	26	input	input	NOUN
ajam-141	91	27	dealers	dealer	NOUN
ajam-141	91	28	to	to	PART
ajam-141	91	29	source	source	VERB
ajam-141	91	30	their	their	PRON
ajam-141	91	31	goods	good	NOUN
ajam-141	91	32	.	.	PUNCT
ajam-141	92	1	this	this	PRON
ajam-141	92	2	shows	show	VERB
ajam-141	92	3	how	how	SCONJ
ajam-141	92	4	infrastructural	infrastructural	ADJ
ajam-141	92	5	cha	cha	NOUN
ajam-141	92	6	table	table	NOUN
ajam-141	92	7	4	4	NUM
ajam-141	92	8	.	.	PUNCT
ajam-141	93	1	mean	mean	ADJ
ajam-141	93	2	distances	distance	NOUN
ajam-141	93	3	(	(	PUNCT
ajam-141	93	4	km	km	PROPN
ajam-141	93	5	)	)	PUNCT
ajam-141	93	6	traveled	travel	VERB
ajam-141	93	7	by	by	ADP
ajam-141	93	8	agro	agro	ADJ
ajam-141	93	9	-	-	PUNCT
ajam-141	93	10	input	input	NOUN
ajam-141	93	11	dealers	dealer	NOUN
ajam-141	93	12	to	to	PART
ajam-141	93	13	acquire	acquire	VERB
ajam-141	93	14	selected	select	VERB
ajam-141	93	15	farm	farm	NOUN
ajam-141	93	16	inputs	input	NOUN
ajam-141	93	17	.	.	PUNCT
ajam-141	94	1	input	input	NOUN
ajam-141	94	2	distance	distance	NOUN
ajam-141	94	3	(	(	PUNCT
ajam-141	94	4	km	km	NOUN
ajam-141	94	5	)	)	PUNCT
ajam-141	94	6	improved	improve	VERB
ajam-141	94	7	seeds	seed	NOUN
ajam-141	94	8	112.6	112.6	NUM
ajam-141	94	9	(	(	PUNCT
ajam-141	94	10	97	97	NUM
ajam-141	94	11	)	)	PUNCT
ajam-141	94	12	storage	storage	NOUN
ajam-141	94	13	chemicals	chemical	NOUN
ajam-141	94	14	99.7	99.7	NUM
ajam-141	94	15	(	(	PUNCT
ajam-141	94	16	22	22	NUM
ajam-141	94	17	)	)	PUNCT
ajam-141	94	18	farm	farm	NOUN
ajam-141	94	19	machineries	machinery	NOUN
ajam-141	94	20	92.8	92.8	NUM
ajam-141	94	21	(	(	PUNCT
ajam-141	94	22	350	350	NUM
ajam-141	94	23	)	)	PUNCT
ajam-141	94	24	other	other	ADJ
ajam-141	94	25	agro	agro	NOUN
ajam-141	94	26	-	-	PUNCT
ajam-141	94	27	chemicals	chemical	NOUN
ajam-141	94	28	(	(	PUNCT
ajam-141	94	29	herbicides	herbicide	NOUN
ajam-141	94	30	,	,	PUNCT
ajam-141	94	31	pesticides	pesticide	NOUN
ajam-141	94	32	,	,	PUNCT
ajam-141	94	33	etc	etc	X
ajam-141	94	34	.	.	X
ajam-141	94	35	)	)	PUNCT
ajam-141	95	1	86.3	86.3	NUM
ajam-141	95	2	(	(	PUNCT
ajam-141	95	3	71	71	NUM
ajam-141	95	4	)	)	PUNCT
ajam-141	95	5	mineral	mineral	NOUN
ajam-141	95	6	fertilizers	fertilizer	NOUN
ajam-141	95	7	79.5	79.5	NUM
ajam-141	95	8	(	(	PUNCT
ajam-141	95	9	182	182	NUM
ajam-141	95	10	)	)	PUNCT
ajam-141	95	11	values	value	NOUN
ajam-141	95	12	in	in	ADP
ajam-141	95	13	parenthesis	parenthesis	ADJ
ajam-141	95	14	refer	refer	NOUN
ajam-141	95	15	to	to	ADP
ajam-141	95	16	the	the	DET
ajam-141	95	17	number	number	NOUN
ajam-141	95	18	of	of	ADP
ajam-141	95	19	sourcing	sourcing	NOUN
ajam-141	95	20	distance	distance	NOUN
ajam-141	95	21	included	include	VERB
ajam-141	95	22	in	in	ADP
ajam-141	95	23	determining	determine	VERB
ajam-141	95	24	the	the	DET
ajam-141	95	25	statistics	statistic	NOUN
ajam-141	95	26	in	in	ADP
ajam-141	95	27	the	the	DET
ajam-141	95	28	table	table	NOUN
ajam-141	95	29	.	.	PUNCT
ajam-141	96	1	table	table	NOUN
ajam-141	96	2	5	5	NUM
ajam-141	96	3	.	.	PUNCT
ajam-141	96	4	correlation	correlation	NOUN
ajam-141	96	5	between	between	ADP
ajam-141	96	6	distance	distance	NOUN
ajam-141	96	7	from	from	ADP
ajam-141	96	8	where	where	SCONJ
ajam-141	96	9	traders	trader	NOUN
ajam-141	96	10	sourced	source	VERB
ajam-141	96	11	farm	farm	NOUN
ajam-141	96	12	inputs	input	NOUN
ajam-141	96	13	and	and	CCONJ
ajam-141	96	14	the	the	DET
ajam-141	96	15	selling	selling	NOUN
ajam-141	96	16	price	price	NOUN
ajam-141	96	17	.	.	PUNCT
ajam-141	97	1	input	input	NOUN
ajam-141	97	2	correlation	correlation	NOUN
ajam-141	97	3	murate	murate	NOUN
ajam-141	97	4	of	of	ADP
ajam-141	97	5	potash	potash	NOUN
ajam-141	97	6	1.000	1.000	NUM
ajam-141	97	7	*	*	PUNCT
ajam-141	97	8	*	*	VERB
ajam-141	97	9	improved	improve	VERB
ajam-141	97	10	millet	millet	NOUN
ajam-141	97	11	seeds	seed	NOUN
ajam-141	97	12	1.000	1.000	NUM
ajam-141	97	13	*	*	NOUN
ajam-141	97	14	*	*	PUNCT
ajam-141	97	15	tractor	tractor	NOUN
ajam-141	97	16	1.000	1.000	NUM
ajam-141	97	17	*	*	NOUN
ajam-141	97	18	*	*	NOUN
ajam-141	97	19	thiram	thiram	NOUN
ajam-141	97	20	0.574	0.574	NUM
ajam-141	97	21	*	*	NOUN
ajam-141	97	22	npk	npk	NOUN
ajam-141	97	23	fertilizers	fertilizer	NOUN
ajam-141	97	24	0.543	0.543	NUM
ajam-141	97	25	improved	improve	VERB
ajam-141	97	26	sorghum	sorghum	NOUN
ajam-141	97	27	seeds	seed	NOUN
ajam-141	97	28	0.209	0.209	NUM
ajam-141	97	29	urea	urea	NOUN
ajam-141	97	30	fertilizer	fertilizer	NOUN
ajam-141	97	31	0.19	0.19	NUM
ajam-141	97	32	improved	improved	ADJ
ajam-141	97	33	seeds	seed	NOUN
ajam-141	97	34	of	of	ADP
ajam-141	97	35	common	common	ADJ
ajam-141	97	36	bean	bean	NOUN
ajam-141	97	37	0.174	0.174	NUM
ajam-141	97	38	improved	improve	VERB
ajam-141	97	39	maize	maize	NOUN
ajam-141	97	40	varieties	variety	NOUN
ajam-141	97	41	0.014	0.014	NUM
ajam-141	97	42	source	source	NOUN
ajam-141	97	43	:	:	PUNCT
ajam-141	97	44	computed	compute	VERB
ajam-141	97	45	from	from	ADP
ajam-141	97	46	survey	survey	NOUN
ajam-141	97	47	data	datum	NOUN
ajam-141	97	48	,	,	PUNCT
ajam-141	97	49	2005	2005	NUM
ajam-141	97	50	llenges	llenge	NOUN
ajam-141	97	51	undermine	undermine	VERB
ajam-141	97	52	farmers‟	farmers‟	NOUN
ajam-141	97	53	access	access	NOUN
ajam-141	97	54	to	to	ADP
ajam-141	97	55	necessary	necessary	ADJ
ajam-141	97	56	farm	farm	NOUN
ajam-141	97	57	inputs	input	NOUN
ajam-141	97	58	,	,	PUNCT
ajam-141	97	59	food	food	NOUN
ajam-141	97	60	security	security	NOUN
ajam-141	97	61	,	,	PUNCT
ajam-141	97	62	and	and	CCONJ
ajam-141	97	63	impede	impede	VERB
ajam-141	97	64	growth	growth	NOUN
ajam-141	97	65	.	.	PUNCT
ajam-141	98	1	poor	poor	ADJ
ajam-141	98	2	domestic	domestic	ADJ
ajam-141	98	3	infrastructure	infrastructure	NOUN
ajam-141	98	4	(	(	PUNCT
ajam-141	98	5	in	in	ADP
ajam-141	98	6	much	much	ADJ
ajam-141	98	7	of	of	ADP
ajam-141	98	8	africa	africa	PROPN
ajam-141	98	9	)	)	PUNCT
ajam-141	98	10	and	and	CCONJ
ajam-141	98	11	limited	limited	ADJ
ajam-141	98	12	access	access	NOUN
ajam-141	98	13	to	to	ADP
ajam-141	98	14	agricultural	agricultural	ADJ
ajam-141	98	15	credit	credit	NOUN
ajam-141	98	16	(	(	PUNCT
ajam-141	98	17	including	include	VERB
ajam-141	98	18	seasonal	seasonal	ADJ
ajam-141	98	19	credit	credit	NOUN
ajam-141	98	20	)	)	PUNCT
ajam-141	98	21	also	also	ADV
ajam-141	98	22	undermine	undermine	VERB
ajam-141	98	23	the	the	DET
ajam-141	98	24	effect	effect	NOUN
ajam-141	98	25	and	and	CCONJ
ajam-141	98	26	equitable	equitable	ADJ
ajam-141	98	27	participation	participation	NOUN
ajam-141	98	28	of	of	ADP
ajam-141	98	29	many	many	ADJ
ajam-141	98	30	african	african	ADJ
ajam-141	98	31	countries	country	NOUN
ajam-141	98	32	in	in	ADP
ajam-141	98	33	world	world	NOUN
ajam-141	98	34	trade	trade	NOUN
ajam-141	98	35	.	.	PUNCT
ajam-141	99	1	africa‟s	africa‟s	ADJ
ajam-141	99	2	road	road	NOUN
ajam-141	99	3	density	density	NOUN
ajam-141	99	4	was	be	AUX
ajam-141	99	5	less	less	ADJ
ajam-141	99	6	than	than	ADP
ajam-141	99	7	india‟s	india‟s	PUNCT
ajam-141	99	8	in	in	ADP
ajam-141	99	9	1960	1960	NUM
ajam-141	99	10	(	(	PUNCT
ajam-141	99	11	sanchez	sanchez	PROPN
ajam-141	99	12	,	,	PUNCT
ajam-141	99	13	2005	2005	NUM
ajam-141	99	14	)	)	PUNCT
ajam-141	99	15	.	.	PUNCT
ajam-141	100	1	all	all	DET
ajam-141	100	2	these	these	PRON
ajam-141	100	3	explain	explain	VERB
ajam-141	100	4	why	why	SCONJ
ajam-141	100	5	the	the	DET
ajam-141	100	6	farm	farm	NOUN
ajam-141	100	7	gate	gate	NOUN
ajam-141	100	8	prices	price	NOUN
ajam-141	100	9	of	of	ADP
ajam-141	100	10	inputs	input	NOUN
ajam-141	100	11	are	be	AUX
ajam-141	100	12	generally	generally	ADV
ajam-141	100	13	high	high	ADJ
ajam-141	100	14	and	and	CCONJ
ajam-141	100	15	why	why	SCONJ
ajam-141	100	16	many	many	ADJ
ajam-141	100	17	smallholder	smallholder	NOUN
ajam-141	100	18	farmers	farmer	NOUN
ajam-141	100	19	use	use	VERB
ajam-141	100	20	few	few	ADJ
ajam-141	100	21	purchased	purchase	VERB
ajam-141	100	22	inputs	input	NOUN
ajam-141	100	23	.	.	PUNCT
ajam-141	101	1	the	the	DET
ajam-141	101	2	result	result	NOUN
ajam-141	101	3	of	of	ADP
ajam-141	101	4	a	a	DET
ajam-141	101	5	recent	recent	ADJ
ajam-141	101	6	study	study	NOUN
ajam-141	101	7	on	on	ADP
ajam-141	101	8	fertilizer	fertilizer	NOUN
ajam-141	101	9	supply	supply	NOUN
ajam-141	101	10	chains	chain	NOUN
ajam-141	101	11	suggests	suggest	VERB
ajam-141	101	12	that	that	SCONJ
ajam-141	101	13	lowest	low	ADJ
ajam-141	101	14	fertilizer	fertilizer	NOUN
ajam-141	101	15	prices	price	NOUN
ajam-141	101	16	occur	occur	VERB
ajam-141	101	17	in	in	ADP
ajam-141	101	18	areas	area	NOUN
ajam-141	101	19	where	where	SCONJ
ajam-141	101	20	the	the	DET
ajam-141	101	21	retail	retail	ADJ
ajam-141	101	22	outlet	outlet	NOUN
ajam-141	101	23	is	be	AUX
ajam-141	101	24	developed	develop	VERB
ajam-141	101	25	(	(	PUNCT
ajam-141	101	26	chemonics	chemonic	NOUN
ajam-141	101	27	,	,	PUNCT
ajam-141	101	28	2007	2007	NUM
ajam-141	101	29	)	)	PUNCT
ajam-141	101	30	.	.	PUNCT
ajam-141	102	1	kelly	kelly	PROPN
ajam-141	102	2	et	et	PROPN
ajam-141	102	3	al	al	PROPN
ajam-141	102	4	.	.	PROPN
ajam-141	102	5	(	(	PUNCT
ajam-141	102	6	2003	2003	NUM
ajam-141	102	7	)	)	PUNCT
ajam-141	102	8	earlier	early	ADV
ajam-141	102	9	identified	identify	VERB
ajam-141	102	10	the	the	DET
ajam-141	102	11	serious	serious	ADJ
ajam-141	102	12	deficiencies	deficiency	NOUN
ajam-141	102	13	in	in	ADP
ajam-141	102	14	roads	road	NOUN
ajam-141	102	15	,	,	PUNCT
ajam-141	102	16	education	education	NOUN
ajam-141	102	17	,	,	PUNCT
ajam-141	102	18	market	market	NOUN
ajam-141	102	19	information	information	NOUN
ajam-141	102	20	systems	system	NOUN
ajam-141	102	21	,	,	PUNCT
ajam-141	102	22	and	and	CCONJ
ajam-141	102	23	supportive	supportive	ADJ
ajam-141	102	24	institutions	institution	NOUN
ajam-141	102	25	as	as	ADP
ajam-141	102	26	the	the	DET
ajam-141	102	27	major	major	ADJ
ajam-141	102	28	limitations	limitation	NOUN
ajam-141	102	29	that	that	PRON
ajam-141	102	30	need	need	VERB
ajam-141	102	31	to	to	PART
ajam-141	102	32	be	be	AUX
ajam-141	102	33	addressed	address	VERB
ajam-141	102	34	by	by	ADP
ajam-141	102	35	governments	government	NOUN
ajam-141	102	36	to	to	PART
ajam-141	102	37	expand	expand	VERB
ajam-141	102	38	farm	farm	NOUN
ajam-141	102	39	input	input	NOUN
ajam-141	102	40	use	use	NOUN
ajam-141	102	41	,	,	PUNCT
ajam-141	102	42	increase	increase	VERB
ajam-141	102	43	agricultural	agricultural	ADJ
ajam-141	102	44	productivity	productivity	NOUN
ajam-141	102	45	and	and	CCONJ
ajam-141	102	46	improve	improve	VERB
ajam-141	102	47	the	the	DET
ajam-141	102	48	livelihoods	livelihood	NOUN
ajam-141	102	49	of	of	ADP
ajam-141	102	50	smallholder	smallholder	NOUN
ajam-141	102	51	farm	farm	NOUN
ajam-141	102	52	families	family	NOUN
ajam-141	102	53	in	in	ADP
ajam-141	102	54	ssa	ssa	PROPN
ajam-141	102	55	.	.	PUNCT
ajam-141	103	1	recently	recently	ADV
ajam-141	103	2	(	(	PUNCT
ajam-141	103	3	june	june	PROPN
ajam-141	103	4	2006	2006	NUM
ajam-141	103	5	)	)	PUNCT
ajam-141	103	6	,	,	PUNCT
ajam-141	103	7	an	an	DET
ajam-141	103	8	africa	africa	PROPN
ajam-141	103	9	fertilizer	fertilizer	NOUN
ajam-141	103	10	summit	summit	NOUN
ajam-141	103	11	declared	declare	VERB
ajam-141	103	12	that	that	SCONJ
ajam-141	103	13	the	the	DET
ajam-141	103	14	africa	africa	PROPN
ajam-141	103	15	union	union	PROPN
ajam-141	103	16	member	member	NOUN
ajam-141	103	17	states	state	NOUN
ajam-141	103	18	should	should	AUX
ajam-141	103	19	,	,	PUNCT
ajam-141	103	20	among	among	ADP
ajam-141	103	21	others	other	NOUN
ajam-141	103	22	,	,	PUNCT
ajam-141	103	23	take	take	VERB
ajam-141	103	24	specific	specific	ADJ
ajam-141	103	25	actions	action	NOUN
ajam-141	103	26	to	to	PART
ajam-141	103	27	improve	improve	VERB
ajam-141	103	28	farmer	farmer	NOUN
ajam-141	103	29	access	access	NOUN
ajam-141	103	30	to	to	ADP
ajam-141	103	31	market	market	NOUN
ajam-141	103	32	information	information	NOUN
ajam-141	103	33	.	.	PUNCT
ajam-141	104	1	this	this	PRON
ajam-141	104	2	is	be	AUX
ajam-141	104	3	in	in	ADP
ajam-141	104	4	line	line	NOUN
ajam-141	104	5	with	with	ADP
ajam-141	104	6	the	the	DET
ajam-141	104	7	comprehensive	comprehensive	PROPN
ajam-141	104	8	africa	africa	PROPN
ajam-141	104	9	agriculture	agriculture	PROPN
ajam-141	104	10	development	development	PROPN
ajam-141	104	11	programme	programme	NOUN
ajam-141	104	12	(	(	PUNCT
ajam-141	104	13	caadp)‟s	caadp)‟s	ADJ
ajam-141	104	14	pillar	pillar	PROPN
ajam-141	104	15	ii	ii	PROPN
ajam-141	104	16	agenda	agenda	NOUN
ajam-141	104	17	,	,	PUNCT
ajam-141	104	18	which	which	PRON
ajam-141	104	19	seeks	seek	VERB
ajam-141	104	20	to	to	PART
ajam-141	104	21	improve	improve	VERB
ajam-141	104	22	africa‟s	africa‟s	ADJ
ajam-141	104	23	infrastructure	infrastructure	NOUN
ajam-141	104	24	and	and	CCONJ
ajam-141	104	25	trade	trade	NOUN
ajam-141	104	26	-	-	PUNCT
ajam-141	104	27	related	relate	VERB
ajam-141	104	28	capacities	capacity	NOUN
ajam-141	104	29	for	for	ADP
ajam-141	104	30	market	market	NOUN
ajam-141	104	31	access	access	NOUN
ajam-141	104	32	.	.	PUNCT
ajam-141	105	1	in	in	ADP
ajam-141	105	2	western	western	ADJ
ajam-141	105	3	kenya	kenya	PROPN
ajam-141	105	4	,	,	PUNCT
ajam-141	105	5	the	the	DET
ajam-141	105	6	distance	distance	NOUN
ajam-141	105	7	from	from	ADP
ajam-141	105	8	agro	agro	ADJ
ajam-141	105	9	-	-	PUNCT
ajam-141	105	10	input	input	NOUN
ajam-141	105	11	mar	mar	PROPN
ajam-141	105	12	keting	keting	NOUN
ajam-141	105	13	points	point	NOUN
ajam-141	105	14	to	to	ADP
ajam-141	105	15	paved	paved	ADJ
ajam-141	105	16	roads	road	NOUN
ajam-141	105	17	ranged	range	VERB
ajam-141	105	18	from	from	ADP
ajam-141	105	19	0	0	NUM
ajam-141	105	20	(	(	PUNCT
ajam-141	105	21	where	where	SCONJ
ajam-141	105	22	market	market	NOUN
ajam-141	105	23	is	be	AUX
ajam-141	105	24	next	next	ADJ
ajam-141	105	25	to	to	ADP
ajam-141	105	26	a	a	DET
ajam-141	105	27	paved	paved	ADJ
ajam-141	105	28	road	road	NOUN
ajam-141	105	29	)	)	PUNCT
ajam-141	105	30	to	to	ADP
ajam-141	105	31	3	3	NUM
ajam-141	105	32	km	km	NOUN
ajam-141	105	33	.	.	PUNCT
ajam-141	106	1	however	however	ADV
ajam-141	106	2	,	,	PUNCT
ajam-141	106	3	the	the	DET
ajam-141	106	4	distance	distance	NOUN
ajam-141	106	5	(	(	PUNCT
ajam-141	106	6	km	km	NOUN
ajam-141	106	7	)	)	PUNCT
ajam-141	106	8	that	that	SCONJ
ajam-141	106	9	agro	agro	ADJ
ajam-141	106	10	-	-	PUNCT
ajam-141	106	11	input	input	NOUN
ajam-141	106	12	dealers	dealer	NOUN
ajam-141	106	13	had	have	VERB
ajam-141	106	14	to	to	PART
ajam-141	106	15	travel	travel	VERB
ajam-141	106	16	to	to	PART
ajam-141	106	17	source	source	VERB
ajam-141	106	18	the	the	DET
ajam-141	106	19	farm	farm	NOUN
ajam-141	106	20	inputs	input	NOUN
ajam-141	106	21	sold	sell	VERB
ajam-141	106	22	ranged	range	VERB
ajam-141	106	23	from	from	ADP
ajam-141	106	24	20	20	NUM
ajam-141	106	25	km	km	NOUN
ajam-141	106	26	to	to	ADP
ajam-141	106	27	over	over	ADP
ajam-141	106	28	300	300	NUM
ajam-141	106	29	km	km	NOUN
ajam-141	106	30	,	,	PUNCT
ajam-141	106	31	indicating	indicate	VERB
ajam-141	106	32	a	a	DET
ajam-141	106	33	more	more	ADV
ajam-141	106	34	or	or	CCONJ
ajam-141	106	35	less	less	ADV
ajam-141	106	36	inaccessible	inaccessible	ADJ
ajam-141	106	37	distance	distance	NOUN
ajam-141	106	38	.	.	PUNCT
ajam-141	107	1	for	for	ADP
ajam-141	107	2	specific	specific	ADJ
ajam-141	107	3	farm	farm	NOUN
ajam-141	107	4	inputs	input	NOUN
ajam-141	107	5	,	,	PUNCT
ajam-141	107	6	the	the	DET
ajam-141	107	7	mean	mean	ADJ
ajam-141	107	8	agro	agro	ADJ
ajam-141	107	9	-	-	PUNCT
ajam-141	107	10	input	input	NOUN
ajam-141	107	11	sourcing	sourcing	NOUN
ajam-141	107	12	distance	distance	NOUN
ajam-141	107	13	ranged	range	VERB
ajam-141	107	14	from	from	ADP
ajam-141	107	15	about	about	ADV
ajam-141	107	16	80	80	NUM
ajam-141	107	17	km	km	NOUN
ajam-141	107	18	(	(	PUNCT
ajam-141	107	19	inorganic	inorganic	ADJ
ajam-141	107	20	fertilizers	fertilizer	NOUN
ajam-141	107	21	)	)	PUNCT
ajam-141	107	22	to	to	ADP
ajam-141	107	23	113	113	NUM
ajam-141	107	24	km	km	NOUN
ajam-141	107	25	(	(	PUNCT
ajam-141	107	26	improved	improve	VERB
ajam-141	107	27	seed	seed	NOUN
ajam-141	107	28	varieties	variety	NOUN
ajam-141	107	29	)	)	PUNCT
ajam-141	107	30	(	(	PUNCT
ajam-141	107	31	table	table	NOUN
ajam-141	107	32	4	4	NUM
ajam-141	107	33	)	)	PUNCT
ajam-141	107	34	.	.	PUNCT
ajam-141	108	1	all	all	DET
ajam-141	108	2	these	these	PRON
ajam-141	108	3	,	,	PUNCT
ajam-141	108	4	coupled	couple	VERB
ajam-141	108	5	with	with	ADP
ajam-141	108	6	the	the	DET
ajam-141	108	7	poor	poor	ADJ
ajam-141	108	8	state	state	NOUN
ajam-141	108	9	of	of	ADP
ajam-141	108	10	most	most	ADJ
ajam-141	108	11	of	of	ADP
ajam-141	108	12	the	the	DET
ajam-141	108	13	road	road	NOUN
ajam-141	108	14	and	and	CCONJ
ajam-141	108	15	market	market	NOUN
ajam-141	108	16	infrastructure	infrastructure	NOUN
ajam-141	108	17	in	in	ADP
ajam-141	108	18	western	western	ADJ
ajam-141	108	19	kenya	kenya	PROPN
ajam-141	108	20	,	,	PUNCT
ajam-141	108	21	explain	explain	VERB
ajam-141	108	22	the	the	DET
ajam-141	108	23	high	high	ADJ
ajam-141	108	24	cost	cost	NOUN
ajam-141	108	25	of	of	ADP
ajam-141	108	26	transport	transport	NOUN
ajam-141	108	27	that	that	PRON
ajam-141	108	28	ranked	rank	VERB
ajam-141	108	29	highest	high	ADJ
ajam-141	108	30	among	among	ADP
ajam-141	108	31	the	the	DET
ajam-141	108	32	business	business	NOUN
ajam-141	108	33	constraints	constraint	NOUN
ajam-141	108	34	facing	face	VERB
ajam-141	108	35	agro	agro	ADJ
ajam-141	108	36	-	-	PUNCT
ajam-141	108	37	input	input	NOUN
ajam-141	108	38	dealers	dealer	NOUN
ajam-141	108	39	in	in	ADP
ajam-141	108	40	the	the	DET
ajam-141	108	41	area	area	NOUN
ajam-141	108	42	.	.	PUNCT
ajam-141	109	1	it	it	PRON
ajam-141	109	2	also	also	ADV
ajam-141	109	3	explains	explain	VERB
ajam-141	109	4	the	the	DET
ajam-141	109	5	lack	lack	NOUN
ajam-141	109	6	of	of	ADP
ajam-141	109	7	access	access	NOUN
ajam-141	109	8	to	to	ADP
ajam-141	109	9	timely	timely	ADJ
ajam-141	109	10	and	and	CCONJ
ajam-141	109	11	affordable	affordable	ADJ
ajam-141	109	12	farm	farm	NOUN
ajam-141	109	13	inputs	input	NOUN
ajam-141	109	14	by	by	ADP
ajam-141	109	15	most	most	ADJ
ajam-141	109	16	of	of	ADP
ajam-141	109	17	the	the	DET
ajam-141	109	18	smallholder	smallholder	NOUN
ajam-141	109	19	farmers	farmer	NOUN
ajam-141	109	20	.	.	PUNCT
ajam-141	110	1	under	under	ADP
ajam-141	110	2	these	these	DET
ajam-141	110	3	situations	situation	NOUN
ajam-141	110	4	,	,	PUNCT
ajam-141	110	5	the	the	DET
ajam-141	110	6	inputs	input	NOUN
ajam-141	110	7	may	may	AUX
ajam-141	110	8	be	be	AUX
ajam-141	110	9	available	available	ADJ
ajam-141	110	10	but	but	CCONJ
ajam-141	110	11	still	still	ADV
ajam-141	110	12	far	far	ADV
ajam-141	110	13	from	from	ADP
ajam-141	110	14	the	the	DET
ajam-141	110	15	reach	reach	NOUN
ajam-141	110	16	of	of	ADP
ajam-141	110	17	the	the	DET
ajam-141	110	18	farmers	farmer	NOUN
ajam-141	110	19	because	because	SCONJ
ajam-141	110	20	of	of	ADP
ajam-141	110	21	high	high	ADJ
ajam-141	110	22	prices	price	NOUN
ajam-141	110	23	caused	cause	VERB
ajam-141	110	24	by	by	ADP
ajam-141	110	25	many	many	ADJ
ajam-141	110	26	factors	factor	NOUN
ajam-141	110	27	including	include	VERB
ajam-141	110	28	“	"	PUNCT
ajam-141	110	29	excessive	excessive	ADJ
ajam-141	110	30	”	"	PUNCT
ajam-141	110	31	profit	profit	NOUN
ajam-141	110	32	margins	margin	NOUN
ajam-141	110	33	being	be	AUX
ajam-141	110	34	asked	ask	VERB
ajam-141	110	35	for	for	ADP
ajam-141	110	36	by	by	ADP
ajam-141	110	37	agro	agro	ADJ
ajam-141	110	38	-	-	PUNCT
ajam-141	110	39	input	input	NOUN
ajam-141	110	40	dealers	dealer	NOUN
ajam-141	110	41	.	.	PUNCT
ajam-141	111	1	all	all	DET
ajam-141	111	2	these	these	PRON
ajam-141	111	3	again	again	ADV
ajam-141	111	4	underscores	underscore	VERB
ajam-141	111	5	the	the	DET
ajam-141	111	6	need	need	NOUN
ajam-141	111	7	to	to	PART
ajam-141	111	8	improve	improve	VERB
ajam-141	111	9	the	the	DET
ajam-141	111	10	existing	exist	VERB
ajam-141	111	11	rural	rural	ADJ
ajam-141	111	12	infrastructure	infrastructure	NOUN
ajam-141	111	13	,	,	PUNCT
ajam-141	111	14	and	and	CCONJ
ajam-141	111	15	build	build	VERB
ajam-141	111	16	and	and	CCONJ
ajam-141	111	17	develop	develop	VERB
ajam-141	111	18	new	new	ADJ
ajam-141	111	19	ones	one	NOUN
ajam-141	111	20	in	in	ADP
ajam-141	111	21	most	most	ADJ
ajam-141	111	22	parts	part	NOUN
ajam-141	111	23	of	of	ADP
ajam-141	111	24	ssa	ssa	NOUN
ajam-141	111	25	,	,	PUNCT
ajam-141	111	26	a	a	DET
ajam-141	111	27	prerequisite	prerequisite	NOUN
ajam-141	111	28	for	for	ADP
ajam-141	111	29	increasing	increase	VERB
ajam-141	111	30	the	the	DET
ajam-141	111	31	access	access	NOUN
ajam-141	111	32	of	of	ADP
ajam-141	111	33	rural	rural	ADJ
ajam-141	111	34	farmers	farmer	NOUN
ajam-141	111	35	to	to	ADP
ajam-141	111	36	farm	farm	NOUN
ajam-141	111	37	inputs	input	NOUN
ajam-141	111	38	at	at	ADP
ajam-141	111	39	affordable	affordable	ADJ
ajam-141	111	40	prices	price	NOUN
ajam-141	111	41	and	and	CCONJ
ajam-141	111	42	for	for	ADP
ajam-141	111	43	increasing	increase	VERB
ajam-141	111	44	agricultural	agricultural	ADJ
ajam-141	111	45	productivity	productivity	NOUN
ajam-141	111	46	,	,	PUNCT
ajam-141	111	47	farm	farm	NOUN
ajam-141	111	48	incomes	income	NOUN
ajam-141	111	49	,	,	PUNCT
ajam-141	111	50	and	and	CCONJ
ajam-141	111	51	general	general	ADJ
ajam-141	111	52	improvements	improvement	NOUN
ajam-141	111	53	in	in	ADP
ajam-141	111	54	the	the	DET
ajam-141	111	55	livelihoods	livelihood	NOUN
ajam-141	111	56	of	of	ADP
ajam-141	111	57	the	the	DET
ajam-141	111	58	people	people	NOUN
ajam-141	111	59	table	table	VERB
ajam-141	111	60	4	4	NUM
ajam-141	111	61	.	.	PUNCT
ajam-141	112	1	our	our	PRON
ajam-141	112	2	analysis	analysis	NOUN
ajam-141	112	3	shows	show	VERB
ajam-141	112	4	a	a	DET
ajam-141	112	5	positive	positive	ADJ
ajam-141	112	6	correlation	correlation	NOUN
ajam-141	112	7	between	between	ADP
ajam-141	112	8	the	the	DET
ajam-141	112	9	price	price	NOUN
ajam-141	112	10	at	at	ADP
ajam-141	112	11	which	which	PRON
ajam-141	112	12	agro	agro	ADJ
ajam-141	112	13	-	-	PUNCT
ajam-141	112	14	input	input	NOUN
ajam-141	112	15	dealers	dealer	NOUN
ajam-141	112	16	were	be	AUX
ajam-141	112	17	willing	willing	ADJ
ajam-141	112	18	to	to	PART
ajam-141	112	19	sell	sell	VERB
ajam-141	112	20	farm	farm	NOUN
ajam-141	112	21	inputs	input	NOUN
ajam-141	112	22	and	and	CCONJ
ajam-141	112	23	input	input	NOUN
ajam-141	112	24	sourcing	sourcing	NOUN
ajam-141	112	25	distances	distance	NOUN
ajam-141	112	26	.	.	PUNCT
ajam-141	113	1	however	however	ADV
ajam-141	113	2	,	,	PUNCT
ajam-141	113	3	the	the	DET
ajam-141	113	4	magnitude	magnitude	NOUN
ajam-141	113	5	of	of	ADP
ajam-141	113	6	the	the	DET
ajam-141	113	7	correlation	correlation	NOUN
ajam-141	113	8	coefficient	coefficient	NOUN
ajam-141	113	9	varied	varied	ADJ
ajam-141	113	10	with	with	ADP
ajam-141	113	11	agroinputs	agroinput	NOUN
ajam-141	113	12	.	.	PUNCT
ajam-141	114	1	for	for	ADP
ajam-141	114	2	instance	instance	NOUN
ajam-141	114	3	,	,	PUNCT
ajam-141	114	4	the	the	DET
ajam-141	114	5	sourcing	sourcing	NOUN
ajam-141	114	6	distances	distance	NOUN
ajam-141	114	7	and	and	CCONJ
ajam-141	114	8	selling	sell	VERB
ajam-141	114	9	prices	price	NOUN
ajam-141	114	10	of	of	ADP
ajam-141	114	11	muriate	muriate	NOUN
ajam-141	114	12	of	of	ADP
ajam-141	114	13	potash	potash	NOUN
ajam-141	114	14	(	(	PUNCT
ajam-141	114	15	mop	mop	PROPN
ajam-141	114	16	)	)	PUNCT
ajam-141	114	17	,	,	PUNCT
ajam-141	114	18	improved	improve	VERB
ajam-141	114	19	millet	millet	NOUN
ajam-141	114	20	seeds	seed	NOUN
ajam-141	114	21	,	,	PUNCT
ajam-141	114	22	and	and	CCONJ
ajam-141	114	23	tractors	tractor	NOUN
ajam-141	114	24	had	have	VERB
ajam-141	114	25	a	a	DET
ajam-141	114	26	perfect	perfect	ADJ
ajam-141	114	27	correlation	correlation	NOUN
ajam-141	114	28	.	.	PUNCT
ajam-141	115	1	other	other	ADJ
ajam-141	115	2	correlations	correlation	NOUN
ajam-141	115	3	range	range	VERB
ajam-141	115	4	from	from	ADP
ajam-141	115	5	0.014	0.014	NUM
ajam-141	115	6	(	(	PUNCT
ajam-141	115	7	for	for	ADP
ajam-141	115	8	improved	improved	ADJ
ajam-141	115	9	varieties	variety	NOUN
ajam-141	115	10	of	of	ADP
ajam-141	115	11	maize	maize	NOUN
ajam-141	115	12	)	)	PUNCT
ajam-141	115	13	to	to	ADP
ajam-141	115	14	0.574	0.574	NUM
ajam-141	115	15	(	(	PUNCT
ajam-141	115	16	for	for	ADP
ajam-141	115	17	thiram	thiram	NOUN
ajam-141	115	18	)	)	PUNCT
ajam-141	115	19	(	(	PUNCT
ajam-141	115	20	table	table	NOUN
ajam-141	115	21	5	5	NUM
ajam-141	115	22	)	)	PUNCT
ajam-141	115	23	.	.	PUNCT
ajam-141	116	1	this	this	DET
ajam-141	116	2	result	result	NOUN
ajam-141	116	3	shows	show	VERB
ajam-141	116	4	that	that	SCONJ
ajam-141	116	5	increasing	increase	VERB
ajam-141	116	6	the	the	DET
ajam-141	116	7	networks	network	NOUN
ajam-141	116	8	and	and	CCONJ
ajam-141	116	9	percent	percent	NOUN
ajam-141	116	10	coverage	coverage	NOUN
ajam-141	116	11	by	by	ADP
ajam-141	116	12	the	the	DET
ajam-141	116	13	main	main	ADJ
ajam-141	116	14	distributors	distributor	NOUN
ajam-141	116	15	of	of	ADP
ajam-141	116	16	different	different	ADJ
ajam-141	116	17	agro	agro	NOUN
ajam-141	116	18	-	-	PUNCT
ajam-141	116	19	inputs	input	NOUN
ajam-141	116	20	are	be	AUX
ajam-141	116	21	important	important	ADJ
ajam-141	116	22	ways	way	NOUN
ajam-141	116	23	of	of	ADP
ajam-141	116	24	getting	get	VERB
ajam-141	116	25	farm	farm	NOUN
ajam-141	116	26	inputs	input	NOUN
ajam-141	116	27	closer	close	ADV
ajam-141	116	28	to	to	ADP
ajam-141	116	29	the	the	DET
ajam-141	116	30	poor	poor	ADJ
ajam-141	116	31	and	and	CCONJ
ajam-141	116	32	has	have	VERB
ajam-141	116	33	a	a	DET
ajam-141	116	34	great	great	ADJ
ajam-141	116	35	potential	potential	NOUN
ajam-141	116	36	to	to	PART
ajam-141	116	37	reduce	reduce	VERB
ajam-141	116	38	the	the	DET
ajam-141	116	39	unit	unit	NOUN
ajam-141	116	40	price	price	NOUN
ajam-141	116	41	at	at	ADP
ajam-141	116	42	which	which	PRON
ajam-141	116	43	farm	farm	NOUN
ajam-141	116	44	inputs	input	NOUN
ajam-141	116	45	are	be	AUX
ajam-141	116	46	sold	sell	VERB
ajam-141	116	47	to	to	ADP
ajam-141	116	48	the	the	DET
ajam-141	116	49	resource	resource	NOUN
ajam-141	116	50	limited	limit	VERB
ajam-141	116	51	farmers	farmer	NOUN
ajam-141	116	52	in	in	ADP
ajam-141	116	53	rural	rural	ADJ
ajam-141	116	54	communities	community	NOUN
ajam-141	116	55	of	of	ADP
ajam-141	116	56	ssa	ssa	NOUN
ajam-141	116	57	.	.	PUNCT
ajam-141	117	1	this	this	PRON
ajam-141	117	2	is	be	AUX
ajam-141	117	3	an	an	DET
ajam-141	117	4	important	important	ADJ
ajam-141	117	5	step	step	NOUN
ajam-141	117	6	towards	towards	ADP
ajam-141	117	7	developing	develop	VERB
ajam-141	117	8	rural	rural	ADJ
ajam-141	117	9	small	small	ADJ
ajam-141	117	10	-	-	PUNCT
ajam-141	117	11	scale	scale	NOUN
ajam-141	117	12	agro	agro	ADJ
ajam-141	117	13	-	-	PUNCT
ajam-141	117	14	input	input	NOUN
ajam-141	117	15	dealers	dealer	NOUN
ajam-141	117	16	.	.	PUNCT
ajam-141	118	1	the	the	DET
ajam-141	118	2	question	question	NOUN
ajam-141	118	3	then	then	ADV
ajam-141	118	4	is	be	AUX
ajam-141	118	5	„	„	PUNCT
ajam-141	118	6	how	how	SCONJ
ajam-141	118	7	to	to	PART
ajam-141	118	8	provide	provide	VERB
ajam-141	118	9	the	the	DET
ajam-141	118	10	necessary	necessary	ADJ
ajam-141	118	11	incentives	incentive	NOUN
ajam-141	118	12	(	(	PUNCT
ajam-141	118	13	e.g.	e.g.	ADV
ajam-141	118	14	,	,	PUNCT
ajam-141	118	15	tax	tax	NOUN
ajam-141	118	16	incentives	incentive	NOUN
ajam-141	118	17	)	)	PUNCT
ajam-141	118	18	for	for	ADP
ajam-141	118	19	the	the	DET
ajam-141	118	20	main	main	ADJ
ajam-141	118	21	agro	agro	ADJ
ajam-141	118	22	-	-	PUNCT
ajam-141	118	23	input	input	NOUN
ajam-141	118	24	distributors	distributor	NOUN
ajam-141	118	25	to	to	PART
ajam-141	118	26	increase	increase	VERB
ajam-141	118	27	the	the	DET
ajam-141	118	28	networks	network	NOUN
ajam-141	118	29	through	through	ADP
ajam-141	118	30	which	which	PRON
ajam-141	118	31	they	they	PRON
ajam-141	118	32	supply	supply	VERB
ajam-141	118	33	agro	agro	NOUN
ajam-141	118	34	-	-	PUNCT
ajam-141	118	35	inputs	input	NOUN
ajam-141	118	36	to	to	ADP
ajam-141	118	37	the	the	DET
ajam-141	118	38	retailers	retailer	NOUN
ajam-141	118	39	that	that	PRON
ajam-141	118	40	ultimately	ultimately	ADV
ajam-141	118	41	sell	sell	VERB
ajam-141	118	42	to	to	ADP
ajam-141	118	43	the	the	DET
ajam-141	118	44	smallholder	smallholder	NOUN
ajam-141	118	45	farmers	farmer	NOUN
ajam-141	118	46	in	in	ADP
ajam-141	118	47	distant	distant	ADJ
ajam-141	118	48	and	and	CCONJ
ajam-141	118	49	far	far	ADV
ajam-141	118	50	flung	fling	VERB
ajam-141	118	51	rural	rural	ADJ
ajam-141	118	52	communities‟.	communities‟.	NOUN
ajam-141	118	53	both	both	DET
ajam-141	118	54	policy	policy	NOUN
ajam-141	118	55	support	support	NOUN
ajam-141	118	56	and	and	CCONJ
ajam-141	118	57	infrastructural	infrastructural	ADJ
ajam-141	118	58	development	development	NOUN
ajam-141	118	59	are	be	AUX
ajam-141	118	60	critical	critical	ADJ
ajam-141	118	61	issues	issue	NOUN
ajam-141	118	62	that	that	PRON
ajam-141	118	63	must	must	AUX
ajam-141	118	64	be	be	AUX
ajam-141	118	65	addressed	address	VERB
ajam-141	118	66	(	(	PUNCT
ajam-141	118	67	table	table	NOUN
ajam-141	118	68	5	5	NUM
ajam-141	118	69	)	)	PUNCT
ajam-141	118	70	.	.	PUNCT
ajam-141	119	1	frameworks	framework	NOUN
ajam-141	119	2	agro	agro	ADJ
ajam-141	119	3	-	-	PUNCT
ajam-141	119	4	input	input	NOUN
ajam-141	119	5	dealers	dealer	NOUN
ajam-141	119	6	would	would	AUX
ajam-141	119	7	want	want	VERB
ajam-141	119	8	to	to	PART
ajam-141	119	9	see	see	VERB
ajam-141	119	10	implemented	implement	VERB
ajam-141	119	11	sustainable	sustainable	ADJ
ajam-141	119	12	expansion	expansion	NOUN
ajam-141	119	13	of	of	ADP
ajam-141	119	14	the	the	DET
ajam-141	119	15	areas	area	NOUN
ajam-141	119	16	of	of	ADP
ajam-141	119	17	coverage	coverage	NOUN
ajam-141	119	18	by	by	ADP
ajam-141	119	19	agroinput	agroinput	ADJ
ajam-141	119	20	dealers	dealer	NOUN
ajam-141	119	21	for	for	ADP
ajam-141	119	22	increased	increase	VERB
ajam-141	119	23	access	access	NOUN
ajam-141	119	24	of	of	ADP
ajam-141	119	25	smallholder	smallholder	NOUN
ajam-141	119	26	farmers	farmer	NOUN
ajam-141	119	27	to	to	ADP
ajam-141	119	28	farm	farm	NOUN
ajam-141	119	29	inputs	input	NOUN
ajam-141	119	30	is	be	AUX
ajam-141	119	31	critical	critical	ADJ
ajam-141	119	32	.	.	PUNCT
ajam-141	120	1	how	how	SCONJ
ajam-141	120	2	to	to	PART
ajam-141	120	3	arrive	arrive	VERB
ajam-141	120	4	at	at	ADP
ajam-141	120	5	this	this	DET
ajam-141	120	6	desirable	desirable	ADJ
ajam-141	120	7	situation	situation	NOUN
ajam-141	120	8	was	be	AUX
ajam-141	120	9	assessed	assess	VERB
ajam-141	120	10	from	from	ADP
ajam-141	120	11	the	the	DET
ajam-141	120	12	point	point	NOUN
ajam-141	120	13	of	of	ADP
ajam-141	120	14	view	view	NOUN
ajam-141	120	15	of	of	ADP
ajam-141	120	16	the	the	DET
ajam-141	120	17	agroinput	agroinput	ADJ
ajam-141	120	18	dealers	dealer	NOUN
ajam-141	120	19	.	.	PUNCT
ajam-141	121	1	they	they	PRON
ajam-141	121	2	were	be	AUX
ajam-141	121	3	asked	ask	VERB
ajam-141	121	4	about	about	ADP
ajam-141	121	5	the	the	DET
ajam-141	121	6	policy	policy	NOUN
ajam-141	121	7	and	and	CCONJ
ajam-141	121	8	institutional	institutional	ADJ
ajam-141	121	9	frameworks	framework	NOUN
ajam-141	121	10	they	they	PRON
ajam-141	121	11	would	would	AUX
ajam-141	121	12	want	want	VERB
ajam-141	121	13	to	to	PART
ajam-141	121	14	see	see	VERB
ajam-141	121	15	implemented	implement	VERB
ajam-141	121	16	to	to	PART
ajam-141	121	17	enhance	enhance	VERB
ajam-141	121	18	the	the	DET
ajam-141	121	19	environment	environment	NOUN
ajam-141	121	20	for	for	ADP
ajam-141	121	21	a	a	DET
ajam-141	121	22	sustainable	sustainable	ADJ
ajam-141	121	23	expansion	expansion	NOUN
ajam-141	121	24	of	of	ADP
ajam-141	121	25	their	their	PRON
ajam-141	121	26	areas	area	NOUN
ajam-141	121	27	of	of	ADP
ajam-141	121	28	coverage	coverage	NOUN
ajam-141	121	29	and	and	CCONJ
ajam-141	121	30	the	the	DET
ajam-141	121	31	access	access	NOUN
ajam-141	121	32	of	of	ADP
ajam-141	121	33	smallholder	smallholder	NOUN
ajam-141	121	34	farmers	farmer	NOUN
ajam-141	121	35	to	to	ADP
ajam-141	121	36	farm	farm	NOUN
ajam-141	121	37	inputs	input	NOUN
ajam-141	121	38	.	.	PUNCT
ajam-141	122	1	the	the	DET
ajam-141	122	2	most	most	ADV
ajam-141	122	3	important	important	ADJ
ajam-141	122	4	areas	area	NOUN
ajam-141	122	5	where	where	SCONJ
ajam-141	122	6	agro	agro	ADJ
ajam-141	122	7	-	-	PUNCT
ajam-141	122	8	input	input	NOUN
ajam-141	122	9	dealers	dealer	NOUN
ajam-141	122	10	would	would	AUX
ajam-141	122	11	want	want	VERB
ajam-141	122	12	to	to	PART
ajam-141	122	13	see	see	VERB
ajam-141	122	14	improvements	improvement	NOUN
ajam-141	122	15	were	be	AUX
ajam-141	122	16	training	train	VERB
ajam-141	122	17	on	on	ADP
ajam-141	122	18	agro	agro	ADJ
ajam-141	122	19	-	-	PUNCT
ajam-141	122	20	input	input	NOUN
ajam-141	122	21	business	business	NOUN
ajam-141	122	22	(	(	PUNCT
ajam-141	122	23	29	29	NUM
ajam-141	122	24	%	%	NOUN
ajam-141	122	25	)	)	PUNCT
ajam-141	122	26	;	;	PUNCT
ajam-141	122	27	enhanced	enhance	VERB
ajam-141	122	28	access	access	NOUN
ajam-141	122	29	to	to	ADP
ajam-141	122	30	credit	credit	NOUN
ajam-141	122	31	and	and	CCONJ
ajam-141	122	32	loans	loan	NOUN
ajam-141	122	33	to	to	PART
ajam-141	122	34	enable	enable	VERB
ajam-141	122	35	them	they	PRON
ajam-141	122	36	purchase	purchase	VERB
ajam-141	122	37	more	more	ADJ
ajam-141	122	38	goods	good	NOUN
ajam-141	122	39	(	(	PUNCT
ajam-141	122	40	21	21	NUM
ajam-141	122	41	%	%	NOUN
ajam-141	122	42	)	)	PUNCT
ajam-141	122	43	;	;	PUNCT
ajam-141	122	44	agricultural	agricultural	ADJ
ajam-141	122	45	extension	extension	NOUN
ajam-141	122	46	,	,	PUNCT
ajam-141	122	47	research	research	NOUN
ajam-141	122	48	,	,	PUNCT
ajam-141	122	49	and	and	CCONJ
ajam-141	122	50	infrastructure	infrastructure	NOUN
ajam-141	122	51	development	development	NOUN
ajam-141	122	52	(	(	PUNCT
ajam-141	122	53	15	15	NUM
ajam-141	122	54	%	%	NOUN
ajam-141	122	55	)	)	PUNCT
ajam-141	122	56	;	;	PUNCT
ajam-141	122	57	tax	tax	NOUN
ajam-141	122	58	incentives	incentive	NOUN
ajam-141	122	59	and	and	CCONJ
ajam-141	122	60	reduction	reduction	NOUN
ajam-141	122	61	(	(	PUNCT
ajam-141	122	62	14	14	NUM
ajam-141	122	63	%	%	NOUN
ajam-141	122	64	)	)	PUNCT
ajam-141	122	65	;	;	PUNCT
ajam-141	122	66	illegal	illegal	ADJ
ajam-141	122	67	trade	trade	NOUN
ajam-141	122	68	and	and	CCONJ
ajam-141	122	69	adulteration	adulteration	NOUN
ajam-141	122	70	(	(	PUNCT
ajam-141	122	71	13	13	NUM
ajam-141	122	72	%	%	NOUN
ajam-141	122	73	)	)	PUNCT
ajam-141	122	74	;	;	PUNCT
ajam-141	122	75	and	and	CCONJ
ajam-141	122	76	input	input	NOUN
ajam-141	122	77	supply	supply	NOUN
ajam-141	122	78	management	management	NOUN
ajam-141	122	79	(	(	PUNCT
ajam-141	122	80	8	8	NUM
ajam-141	122	81	%	%	NOUN
ajam-141	122	82	)	)	PUNCT
ajam-141	122	83	.	.	PUNCT
ajam-141	123	1	these	these	PRON
ajam-141	123	2	would	would	AUX
ajam-141	123	3	provide	provide	VERB
ajam-141	123	4	some	some	DET
ajam-141	123	5	incentives	incentive	NOUN
ajam-141	123	6	for	for	SCONJ
ajam-141	123	7	them	they	PRON
ajam-141	123	8	to	to	PART
ajam-141	123	9	take	take	VERB
ajam-141	123	10	the	the	DET
ajam-141	123	11	risk	risk	NOUN
ajam-141	123	12	implied	imply	VERB
ajam-141	123	13	in	in	ADP
ajam-141	123	14	supplying	supply	VERB
ajam-141	123	15	farm	farm	NOUN
ajam-141	123	16	inputs	input	NOUN
ajam-141	123	17	to	to	ADP
ajam-141	123	18	many	many	ADJ
ajam-141	123	19	farmers	farmer	NOUN
ajam-141	123	20	in	in	ADP
ajam-141	123	21	remote	remote	ADJ
ajam-141	123	22	rural	rural	ADJ
ajam-141	123	23	communities	community	NOUN
ajam-141	123	24	.	.	PUNCT
ajam-141	124	1	the	the	DET
ajam-141	124	2	major	major	ADJ
ajam-141	124	3	institutions	institution	NOUN
ajam-141	124	4	that	that	SCONJ
ajam-141	124	5	agro	agro	ADJ
ajam-141	124	6	-	-	PUNCT
ajam-141	124	7	input	input	NOUN
ajam-141	124	8	dealers	dealer	NOUN
ajam-141	124	9	felt	feel	VERB
ajam-141	124	10	should	should	AUX
ajam-141	124	11	intervene	intervene	VERB
ajam-141	124	12	to	to	PART
ajam-141	124	13	remove	remove	VERB
ajam-141	124	14	their	their	PRON
ajam-141	124	15	business	business	NOUN
ajam-141	124	16	constraints	constraint	NOUN
ajam-141	124	17	were	be	AUX
ajam-141	124	18	the	the	DET
ajam-141	124	19	government	government	NOUN
ajam-141	124	20	(	(	PUNCT
ajam-141	124	21	48	48	NUM
ajam-141	124	22	%	%	NOUN
ajam-141	124	23	)	)	PUNCT
ajam-141	124	24	(	(	PUNCT
ajam-141	124	25	facilitate	facilitate	VERB
ajam-141	124	26	access	access	NOUN
ajam-141	124	27	to	to	ADP
ajam-141	124	28	credit	credit	NOUN
ajam-141	124	29	and	and	CCONJ
ajam-141	124	30	loans	loan	NOUN
ajam-141	124	31	,	,	PUNCT
ajam-141	124	32	tax	tax	NOUN
ajam-141	124	33	reduction	reduction	NOUN
ajam-141	124	34	,	,	PUNCT
ajam-141	124	35	and	and	CCONJ
ajam-141	124	36	input	input	NOUN
ajam-141	124	37	quality	quality	NOUN
ajam-141	124	38	control	control	NOUN
ajam-141	124	39	)	)	PUNCT
ajam-141	124	40	and	and	CCONJ
ajam-141	124	41	the	the	DET
ajam-141	124	42	universities	university	NOUN
ajam-141	124	43	and	and	CCONJ
ajam-141	124	44	research	research	NOUN
ajam-141	124	45	institutions	institution	NOUN
ajam-141	124	46	(	(	PUNCT
ajam-141	124	47	26	26	NUM
ajam-141	124	48	%	%	NOUN
ajam-141	124	49	)	)	PUNCT
ajam-141	124	50	(	(	PUNCT
ajam-141	124	51	provide	provide	VERB
ajam-141	124	52	various	various	ADJ
ajam-141	124	53	training	training	NOUN
ajam-141	124	54	support	support	NOUN
ajam-141	124	55	)	)	PUNCT
ajam-141	124	56	.	.	PUNCT
ajam-141	125	1	overall	overall	ADV
ajam-141	125	2	,	,	PUNCT
ajam-141	125	3	it	it	PRON
ajam-141	125	4	is	be	AUX
ajam-141	125	5	important	important	ADJ
ajam-141	125	6	to	to	PART
ajam-141	125	7	note	note	VERB
ajam-141	125	8	that	that	SCONJ
ajam-141	125	9	the	the	DET
ajam-141	125	10	government	government	NOUN
ajam-141	125	11	is	be	AUX
ajam-141	125	12	extremely	extremely	ADV
ajam-141	125	13	important	important	ADJ
ajam-141	125	14	when	when	SCONJ
ajam-141	125	15	it	it	PRON
ajam-141	125	16	comes	come	VERB
ajam-141	125	17	to	to	ADP
ajam-141	125	18	price	price	NOUN
ajam-141	125	19	(	(	PUNCT
ajam-141	125	20	including	include	VERB
ajam-141	125	21	farm	farm	NOUN
ajam-141	125	22	input	input	NOUN
ajam-141	125	23	price	price	NOUN
ajam-141	125	24	)	)	PUNCT
ajam-141	125	25	reduction	reduction	NOUN
ajam-141	125	26	mechanisms	mechanism	NOUN
ajam-141	125	27	.	.	PUNCT
ajam-141	126	1	we	we	PRON
ajam-141	126	2	also	also	ADV
ajam-141	126	3	examined	examine	VERB
ajam-141	126	4	the	the	DET
ajam-141	126	5	relationship	relationship	NOUN
ajam-141	126	6	between	between	ADP
ajam-141	126	7	all	all	DET
ajam-141	126	8	the	the	DET
ajam-141	126	9	policy	policy	NOUN
ajam-141	126	10	-	-	PUNCT
ajam-141	126	11	related	relate	VERB
ajam-141	126	12	interventions	intervention	NOUN
ajam-141	126	13	(	(	PUNCT
ajam-141	126	14	training	training	NOUN
ajam-141	126	15	of	of	ADP
ajam-141	126	16	farmers	farmer	NOUN
ajam-141	126	17	,	,	PUNCT
ajam-141	126	18	agroinput	agroinput	ADJ
ajam-141	126	19	dealers	dealer	NOUN
ajam-141	126	20	,	,	PUNCT
ajam-141	126	21	agricultural	agricultural	ADJ
ajam-141	126	22	extension	extension	NOUN
ajam-141	126	23	personnel	personnel	NOUN
ajam-141	126	24	;	;	PUNCT
ajam-141	126	25	giving	give	VERB
ajam-141	126	26	credit	credit	NOUN
ajam-141	126	27	to	to	ADP
ajam-141	126	28	farmers	farmer	NOUN
ajam-141	126	29	and	and	CCONJ
ajam-141	126	30	agro	agro	ADJ
ajam-141	126	31	-	-	PUNCT
ajam-141	126	32	input	input	NOUN
ajam-141	126	33	dealers	dealer	NOUN
ajam-141	126	34	;	;	PUNCT
ajam-141	126	35	price	price	NOUN
ajam-141	126	36	and	and	CCONJ
ajam-141	126	37	tax	tax	NOUN
ajam-141	126	38	reduction	reduction	NOUN
ajam-141	126	39	;	;	PUNCT
ajam-141	126	40	curbing	curb	VERB
ajam-141	126	41	illegal	illegal	ADJ
ajam-141	126	42	trade	trade	NOUN
ajam-141	126	43	and	and	CCONJ
ajam-141	126	44	licensing	licensing	NOUN
ajam-141	126	45	;	;	PUNCT
ajam-141	126	46	supply	supply	NOUN
ajam-141	126	47	management	management	NOUN
ajam-141	126	48	;	;	PUNCT
ajam-141	126	49	provision	provision	NOUN
ajam-141	126	50	of	of	ADP
ajam-141	126	51	agricultural	agricultural	ADJ
ajam-141	126	52	extension	extension	NOUN
ajam-141	126	53	services	service	NOUN
ajam-141	126	54	;	;	PUNCT
ajam-141	126	55	supporting	support	VERB
ajam-141	126	56	market	market	NOUN
ajam-141	126	57	research	research	NOUN
ajam-141	126	58	;	;	PUNCT
ajam-141	126	59	etc	etc	X
ajam-141	126	60	.	.	X
ajam-141	126	61	)	)	PUNCT
ajam-141	126	62	and	and	CCONJ
ajam-141	126	63	all	all	DET
ajam-141	126	64	the	the	DET
ajam-141	126	65	institutionrelated	institutionrelate	VERB
ajam-141	126	66	interventions	intervention	NOUN
ajam-141	126	67	(	(	PUNCT
ajam-141	126	68	market	market	NOUN
ajam-141	126	69	cleanliness	cleanliness	NOUN
ajam-141	126	70	;	;	PUNCT
ajam-141	126	71	customer	customer	NOUN
ajam-141	126	72	care	care	NOUN
ajam-141	126	73	,	,	PUNCT
ajam-141	126	74	agro	agro	ADJ
ajam-141	126	75	-	-	PUNCT
ajam-141	126	76	vet	vet	NOUN
ajam-141	126	77	services	service	NOUN
ajam-141	126	78	in	in	ADP
ajam-141	126	79	market	market	NOUN
ajam-141	126	80	,	,	PUNCT
ajam-141	126	81	government	government	NOUN
ajam-141	126	82	framework	framework	NOUN
ajam-141	126	83	and	and	CCONJ
ajam-141	126	84	institutions	institution	NOUN
ajam-141	126	85	such	such	ADJ
ajam-141	126	86	as	as	ADP
ajam-141	126	87	the	the	DET
ajam-141	126	88	ministry	ministry	PROPN
ajam-141	126	89	of	of	ADP
ajam-141	126	90	agriculture	agriculture	PROPN
ajam-141	126	91	and	and	CCONJ
ajam-141	126	92	kephis	kephis	PRON
ajam-141	126	93	;	;	PUNCT
ajam-141	126	94	formation	formation	NOUN
ajam-141	126	95	of	of	ADP
ajam-141	126	96	cooperatives	cooperative	NOUN
ajam-141	126	97	;	;	PUNCT
ajam-141	126	98	financial	financial	ADJ
ajam-141	126	99	institutions	institution	NOUN
ajam-141	126	100	,	,	PUNCT
ajam-141	126	101	etc	etc	X
ajam-141	126	102	.	.	X
ajam-141	126	103	)	)	PUNCT
ajam-141	126	104	proposed	propose	VERB
ajam-141	126	105	by	by	ADP
ajam-141	126	106	the	the	DET
ajam-141	126	107	agro	agro	ADJ
ajam-141	126	108	-	-	PUNCT
ajam-141	126	109	input	input	NOUN
ajam-141	126	110	dealers	dealer	NOUN
ajam-141	126	111	using	use	VERB
ajam-141	126	112	multivariate	multivariate	NOUN
ajam-141	126	113	correspondence	correspondence	NOUN
ajam-141	126	114	analysis	analysis	NOUN
ajam-141	126	115	.	.	PUNCT
ajam-141	127	1	however	however	ADV
ajam-141	127	2	,	,	PUNCT
ajam-141	127	3	it	it	PRON
ajam-141	127	4	is	be	AUX
ajam-141	127	5	important	important	ADJ
ajam-141	127	6	to	to	PART
ajam-141	127	7	note	note	VERB
ajam-141	127	8	that	that	SCONJ
ajam-141	127	9	the	the	DET
ajam-141	127	10	division	division	NOUN
ajam-141	127	11	is	be	AUX
ajam-141	127	12	our	our	PRON
ajam-141	127	13	own	own	ADJ
ajam-141	127	14	creation	creation	NOUN
ajam-141	127	15	aimed	aim	VERB
ajam-141	127	16	at	at	ADP
ajam-141	127	17	increasing	increase	VERB
ajam-141	127	18	our	our	PRON
ajam-141	127	19	understanding	understanding	NOUN
ajam-141	127	20	of	of	ADP
ajam-141	127	21	the	the	DET
ajam-141	127	22	data	datum	NOUN
ajam-141	127	23	.	.	PUNCT
ajam-141	128	1	correspondence	correspondence	NOUN
ajam-141	128	2	analysis	analysis	NOUN
ajam-141	128	3	helps	help	VERB
ajam-141	128	4	to	to	PART
ajam-141	128	5	find	find	VERB
ajam-141	128	6	a	a	DET
ajam-141	128	7	dimensional	dimensional	ADJ
ajam-141	128	8	representation	representation	NOUN
ajam-141	128	9	of	of	ADP
ajam-141	128	10	the	the	DET
ajam-141	128	11	dependence	dependence	NOUN
ajam-141	128	12	between	between	ADP
ajam-141	128	13	categories	category	NOUN
ajam-141	128	14	of	of	ADP
ajam-141	128	15	variables	variable	NOUN
ajam-141	128	16	in	in	ADP
ajam-141	128	17	a	a	DET
ajam-141	128	18	two	two	NUM
ajam-141	128	19	-	-	PUNCT
ajam-141	128	20	way	way	NOUN
ajam-141	128	21	contingency	contingency	NOUN
ajam-141	128	22	table	table	NOUN
ajam-141	128	23	(	(	PUNCT
ajam-141	128	24	hair	hair	NOUN
ajam-141	128	25	et	et	PROPN
ajam-141	128	26	al	al	PROPN
ajam-141	128	27	.	.	PROPN
ajam-141	128	28	,	,	PUNCT
ajam-141	128	29	1995	1995	NUM
ajam-141	128	30	)	)	PUNCT
ajam-141	128	31	.	.	PUNCT
ajam-141	129	1	multivariate	multivariate	NOUN
ajam-141	129	2	correspondence	correspondence	NOUN
ajam-141	129	3	analysis	analysis	NOUN
ajam-141	129	4	was	be	AUX
ajam-141	129	5	conducted	conduct	VERB
ajam-141	129	6	to	to	PART
ajam-141	129	7	relate	relate	VERB
ajam-141	129	8	the	the	DET
ajam-141	129	9	areas	area	NOUN
ajam-141	129	10	of	of	ADP
ajam-141	129	11	policy	policy	NOUN
ajam-141	129	12	interventions	intervention	NOUN
ajam-141	129	13	suggested	suggest	VERB
ajam-141	129	14	by	by	ADP
ajam-141	129	15	the	the	DET
ajam-141	129	16	agro	agro	ADJ
ajam-141	129	17	-	-	PUNCT
ajam-141	129	18	input	input	NOUN
ajam-141	129	19	dealers	dealer	NOUN
ajam-141	129	20	and	and	CCONJ
ajam-141	129	21	institutions	institution	NOUN
ajam-141	129	22	that	that	PRON
ajam-141	129	23	they	they	PRON
ajam-141	129	24	felt	feel	VERB
ajam-141	129	25	were	be	AUX
ajam-141	129	26	in	in	ADP
ajam-141	129	27	the	the	DET
ajam-141	129	28	best	good	ADJ
ajam-141	129	29	position	position	NOUN
ajam-141	129	30	to	to	PART
ajam-141	129	31	handle	handle	VERB
ajam-141	129	32	the	the	DET
ajam-141	129	33	situation	situation	NOUN
ajam-141	129	34	.	.	PUNCT
ajam-141	130	1	as	as	SCONJ
ajam-141	130	2	expected	expect	VERB
ajam-141	130	3	,	,	PUNCT
ajam-141	130	4	the	the	DET
ajam-141	130	5	result	result	NOUN
ajam-141	130	6	shows	show	VERB
ajam-141	130	7	that	that	SCONJ
ajam-141	130	8	both	both	CCONJ
ajam-141	130	9	the	the	DET
ajam-141	130	10	policy	policy	NOUN
ajam-141	130	11	-	-	PUNCT
ajam-141	130	12	related	relate	VERB
ajam-141	130	13	interventions	intervention	NOUN
ajam-141	130	14	and	and	CCONJ
ajam-141	130	15	the	the	DET
ajam-141	130	16	institution	institution	NOUN
ajam-141	130	17	-	-	PUNCT
ajam-141	130	18	related	relate	VERB
ajam-141	130	19	interventions	intervention	NOUN
ajam-141	130	20	were	be	AUX
ajam-141	130	21	significantly	significantly	ADV
ajam-141	130	22	correlated	correlate	VERB
ajam-141	130	23	(	(	PUNCT
ajam-141	130	24	pearson	pearson	NOUN
ajam-141	130	25	chisquare-208	chisquare-208	NOUN
ajam-141	130	26	.	.	PUNCT
ajam-141	131	1	504	504	NUM
ajam-141	131	2	,	,	PUNCT
ajam-141	131	3	df	df	PROPN
ajam-141	131	4	=	=	NUM
ajam-141	131	5	100	100	NUM
ajam-141	131	6	,	,	PUNCT
ajam-141	131	7	p	p	X
ajam-141	131	8	=	=	NOUN
ajam-141	131	9	0.000	0.000	NUM
ajam-141	131	10	)	)	PUNCT
ajam-141	131	11	.	.	PUNCT
ajam-141	132	1	the	the	DET
ajam-141	132	2	agro	agro	ADJ
ajam-141	132	3	-	-	PUNCT
ajam-141	132	4	input	input	NOUN
ajam-141	132	5	dealers	dealer	NOUN
ajam-141	132	6	who	who	PRON
ajam-141	132	7	proposed	propose	VERB
ajam-141	132	8	training	training	NOUN
ajam-141	132	9	and	and	CCONJ
ajam-141	132	10	credit	credit	NOUN
ajam-141	132	11	and	and	CCONJ
ajam-141	132	12	loans	loan	NOUN
ajam-141	132	13	as	as	ADP
ajam-141	132	14	a	a	DET
ajam-141	132	15	means	means	NOUN
ajam-141	132	16	to	to	PART
ajam-141	132	17	improve	improve	VERB
ajam-141	132	18	agro	agro	ADJ
ajam-141	132	19	input	input	NOUN
ajam-141	132	20	marketing	marketing	NOUN
ajam-141	132	21	also	also	ADV
ajam-141	132	22	proposed	propose	VERB
ajam-141	132	23	govern	govern	ADJ
ajam-141	132	24	-	-	PUNCT
ajam-141	132	25	ment	ment	ADJ
ajam-141	132	26	departments	department	NOUN
ajam-141	132	27	as	as	ADP
ajam-141	132	28	the	the	DET
ajam-141	132	29	expected	expected	ADJ
ajam-141	132	30	main	main	ADJ
ajam-141	132	31	actor	actor	NOUN
ajam-141	132	32	.	.	PUNCT
ajam-141	133	1	government	government	NOUN
ajam-141	133	2	was	be	AUX
ajam-141	133	3	also	also	ADV
ajam-141	133	4	the	the	DET
ajam-141	133	5	main	main	ADJ
ajam-141	133	6	organization	organization	NOUN
ajam-141	133	7	that	that	PRON
ajam-141	133	8	was	be	AUX
ajam-141	133	9	suggested	suggest	VERB
ajam-141	133	10	to	to	PART
ajam-141	133	11	deal	deal	VERB
ajam-141	133	12	with	with	ADP
ajam-141	133	13	illegal	illegal	ADJ
ajam-141	133	14	trading	trading	NOUN
ajam-141	133	15	and	and	CCONJ
ajam-141	133	16	adulteration	adulteration	NOUN
ajam-141	133	17	of	of	ADP
ajam-141	133	18	agroinputs	agroinput	NOUN
ajam-141	133	19	and	and	CCONJ
ajam-141	133	20	improve	improve	VERB
ajam-141	133	21	marketing	marketing	NOUN
ajam-141	133	22	efficiency	efficiency	NOUN
ajam-141	133	23	.	.	PUNCT
ajam-141	134	1	the	the	DET
ajam-141	134	2	agro	agro	ADJ
ajam-141	134	3	-	-	PUNCT
ajam-141	134	4	input	input	NOUN
ajam-141	134	5	dealers	dealer	NOUN
ajam-141	134	6	who	who	PRON
ajam-141	134	7	proposed	propose	VERB
ajam-141	134	8	the	the	DET
ajam-141	134	9	need	need	NOUN
ajam-141	134	10	to	to	PART
ajam-141	134	11	improve	improve	VERB
ajam-141	134	12	trans	tran	NOUN
ajam-141	134	13	-	-	NOUN
ajam-141	134	14	portation	portation	NOUN
ajam-141	134	15	,	,	PUNCT
ajam-141	134	16	suggested	suggest	VERB
ajam-141	134	17	road	road	NOUN
ajam-141	134	18	improvement	improvement	NOUN
ajam-141	134	19	policies	policy	NOUN
ajam-141	134	20	,	,	PUNCT
ajam-141	134	21	and	and	CCONJ
ajam-141	134	22	they	they	PRON
ajam-141	134	23	were	be	AUX
ajam-141	134	24	also	also	ADV
ajam-141	134	25	associated	associate	VERB
ajam-141	134	26	with	with	ADP
ajam-141	134	27	those	those	PRON
ajam-141	134	28	who	who	PRON
ajam-141	134	29	proposed	propose	VERB
ajam-141	134	30	extension	extension	NOUN
ajam-141	134	31	policies	policy	NOUN
ajam-141	134	32	and	and	CCONJ
ajam-141	134	33	chemical	chemical	ADJ
ajam-141	134	34	distribution	distribution	NOUN
ajam-141	134	35	institutions	institution	NOUN
ajam-141	134	36	and	and	CCONJ
ajam-141	134	37	im	im	NOUN
ajam-141	134	38	-	-	PUNCT
ajam-141	134	39	proved	prove	VERB
ajam-141	134	40	supply	supply	NOUN
ajam-141	134	41	policies	policy	NOUN
ajam-141	134	42	.	.	PUNCT
ajam-141	135	1	agroinput	agroinput	ADJ
ajam-141	135	2	dealers	dealer	NOUN
ajam-141	135	3	who	who	PRON
ajam-141	135	4	proposed	propose	VERB
ajam-141	135	5	tax	tax	NOUN
ajam-141	135	6	reduction	reduction	NOUN
ajam-141	135	7	and	and	CCONJ
ajam-141	135	8	the	the	DET
ajam-141	135	9	curbing	curbing	NOUN
ajam-141	135	10	of	of	ADP
ajam-141	135	11	illegal	illegal	ADJ
ajam-141	135	12	agro	agro	ADJ
ajam-141	135	13	-	-	PUNCT
ajam-141	135	14	input	input	NOUN
ajam-141	135	15	trade	trade	NOUN
ajam-141	135	16	and	and	CCONJ
ajam-141	135	17	adulteration	adulteration	NOUN
ajam-141	135	18	proposed	propose	VERB
ajam-141	135	19	kenya	kenya	PROPN
ajam-141	135	20	revenue	revenue	PROPN
ajam-141	135	21	authority	authority	NOUN
ajam-141	135	22	as	as	ADP
ajam-141	135	23	the	the	DET
ajam-141	135	24	best	good	ADJ
ajam-141	135	25	institution	institution	NOUN
ajam-141	135	26	that	that	PRON
ajam-141	135	27	could	could	AUX
ajam-141	135	28	deal	deal	VERB
ajam-141	135	29	with	with	ADP
ajam-141	135	30	the	the	DET
ajam-141	135	31	situation	situation	NOUN
ajam-141	135	32	.	.	PUNCT
ajam-141	136	1	government	government	NOUN
ajam-141	136	2	role	role	NOUN
ajam-141	136	3	is	be	AUX
ajam-141	136	4	important	important	ADJ
ajam-141	136	5	in	in	ADP
ajam-141	136	6	promoting	promote	VERB
ajam-141	136	7	the	the	DET
ajam-141	136	8	expansion	expansion	NOUN
ajam-141	136	9	of	of	ADP
ajam-141	136	10	input	input	NOUN
ajam-141	136	11	use	use	NOUN
ajam-141	136	12	(	(	PUNCT
ajam-141	136	13	kelly	kelly	ADV
ajam-141	136	14	at	at	ADP
ajam-141	136	15	al	al	PROPN
ajam-141	136	16	.	.	PROPN
ajam-141	136	17	,	,	PUNCT
ajam-141	136	18	2003	2003	NUM
ajam-141	136	19	)	)	PUNCT
ajam-141	136	20	.	.	PUNCT
ajam-141	137	1	the	the	DET
ajam-141	137	2	first	first	ADJ
ajam-141	137	3	dimension	dimension	NOUN
ajam-141	137	4	(	(	PUNCT
ajam-141	137	5	horizontal	horizontal	ADJ
ajam-141	137	6	axis	axis	NOUN
ajam-141	137	7	)	)	PUNCT
ajam-141	137	8	of	of	ADP
ajam-141	137	9	the	the	DET
ajam-141	137	10	solution	solution	NOUN
ajam-141	137	11	is	be	AUX
ajam-141	137	12	related	relate	VERB
ajam-141	137	13	to	to	ADP
ajam-141	137	14	road	road	NOUN
ajam-141	137	15	improvement	improvement	NOUN
ajam-141	137	16	and	and	CCONJ
ajam-141	137	17	the	the	DET
ajam-141	137	18	curbing	curbing	NOUN
ajam-141	137	19	of	of	ADP
ajam-141	137	20	illegal	illegal	ADJ
ajam-141	137	21	input	input	NOUN
ajam-141	137	22	trading	trading	NOUN
ajam-141	137	23	and	and	CCONJ
ajam-141	137	24	adulteration	adulteration	NOUN
ajam-141	137	25	with	with	ADP
ajam-141	137	26	contributions	contribution	NOUN
ajam-141	137	27	from	from	ADP
ajam-141	137	28	extension	extension	NOUN
ajam-141	137	29	and	and	CCONJ
ajam-141	137	30	the	the	DET
ajam-141	137	31	university	university	NOUN
ajam-141	137	32	.	.	PUNCT
ajam-141	138	1	the	the	DET
ajam-141	138	2	second	second	ADJ
ajam-141	138	3	axis	axis	NOUN
ajam-141	138	4	(	(	PUNCT
ajam-141	138	5	vertical	vertical	ADJ
ajam-141	138	6	axis	axis	NOUN
ajam-141	138	7	)	)	PUNCT
ajam-141	138	8	is	be	AUX
ajam-141	138	9	related	relate	VERB
ajam-141	138	10	to	to	ADP
ajam-141	138	11	training	training	NOUN
ajam-141	138	12	policies	policy	NOUN
ajam-141	138	13	and	and	CCONJ
ajam-141	138	14	favorable	favorable	ADJ
ajam-141	138	15	loan	loan	NOUN
ajam-141	138	16	policies	policy	NOUN
ajam-141	138	17	with	with	ADP
ajam-141	138	18	government	government	NOUN
ajam-141	138	19	and	and	CCONJ
ajam-141	138	20	kenya	kenya	PROPN
ajam-141	138	21	revenue	revenue	NOUN
ajam-141	138	22	authority	authority	PROPN
ajam-141	138	23	intervention	intervention	NOUN
ajam-141	138	24	as	as	SCONJ
ajam-141	138	25	indicated	indicate	VERB
ajam-141	138	26	by	by	ADP
ajam-141	138	27	contribution	contribution	NOUN
ajam-141	138	28	of	of	ADP
ajam-141	138	29	points	point	NOUN
ajam-141	138	30	to	to	ADP
ajam-141	138	31	inertia	inertia	NOUN
ajam-141	138	32	of	of	ADP
ajam-141	138	33	dimensions	dimension	NOUN
ajam-141	138	34	,	,	PUNCT
ajam-141	138	35	which	which	PRON
ajam-141	138	36	are	be	AUX
ajam-141	138	37	equivalent	equivalent	ADJ
ajam-141	138	38	to	to	ADP
ajam-141	138	39	the	the	DET
ajam-141	138	40	interpretation	interpretation	NOUN
ajam-141	138	41	of	of	ADP
ajam-141	138	42	loadings	loading	NOUN
ajam-141	138	43	in	in	ADP
ajam-141	138	44	a	a	DET
ajam-141	138	45	principal	principal	ADJ
ajam-141	138	46	component	component	NOUN
ajam-141	138	47	analysis	analysis	NOUN
ajam-141	138	48	(	(	PUNCT
ajam-141	138	49	pca	pca	NOUN
ajam-141	138	50	)	)	PUNCT
ajam-141	138	51	for	for	ADP
ajam-141	138	52	numeric	numeric	ADJ
ajam-141	138	53	data	datum	NOUN
ajam-141	138	54	reduction	reduction	NOUN
ajam-141	138	55	.	.	PUNCT
ajam-141	139	1	the	the	DET
ajam-141	139	2	suggestions	suggestion	NOUN
ajam-141	139	3	of	of	ADP
ajam-141	139	4	input	input	NOUN
ajam-141	139	5	dealers	dealer	NOUN
ajam-141	139	6	were	be	AUX
ajam-141	139	7	found	find	VERB
ajam-141	139	8	to	to	PART
ajam-141	139	9	be	be	AUX
ajam-141	139	10	in	in	ADP
ajam-141	139	11	tandem	tandem	NOUN
ajam-141	139	12	with	with	ADP
ajam-141	139	13	those	those	PRON
ajam-141	139	14	proposed	propose	VERB
ajam-141	139	15	by	by	ADP
ajam-141	139	16	kelly	kelly	PROPN
ajam-141	139	17	et	et	PROPN
ajam-141	139	18	al	al	PROPN
ajam-141	139	19	.	.	PROPN
ajam-141	140	1	(	(	PUNCT
ajam-141	140	2	2003	2003	NUM
ajam-141	140	3	)	)	PUNCT
ajam-141	140	4	,	,	PUNCT
ajam-141	140	5	including	include	VERB
ajam-141	140	6	the	the	DET
ajam-141	140	7	need	need	NOUN
ajam-141	140	8	of	of	ADP
ajam-141	140	9	government	government	NOUN
ajam-141	140	10	to	to	PART
ajam-141	140	11	invest	invest	VERB
ajam-141	140	12	in	in	ADP
ajam-141	140	13	rural	rural	ADJ
ajam-141	140	14	infrastructure	infrastructure	NOUN
ajam-141	140	15	(	(	PUNCT
ajam-141	140	16	roads	road	NOUN
ajam-141	140	17	,	,	PUNCT
ajam-141	140	18	markets	market	NOUN
ajam-141	140	19	,	,	PUNCT
ajam-141	140	20	storage	storage	NOUN
ajam-141	140	21	facilities	facility	NOUN
ajam-141	140	22	,	,	PUNCT
ajam-141	140	23	etc	etc	X
ajam-141	140	24	)	)	PUNCT
ajam-141	140	25	,	,	PUNCT
ajam-141	140	26	education	education	NOUN
ajam-141	140	27	,	,	PUNCT
ajam-141	140	28	agriculture	agriculture	NOUN
ajam-141	140	29	research	research	NOUN
ajam-141	140	30	and	and	CCONJ
ajam-141	140	31	extension	extension	NOUN
ajam-141	140	32	and	and	CCONJ
ajam-141	140	33	market	market	NOUN
ajam-141	140	34	information	information	NOUN
ajam-141	140	35	systems	system	NOUN
ajam-141	140	36	.	.	PUNCT
ajam-141	141	1	government	government	NOUN
ajam-141	141	2	,	,	PUNCT
ajam-141	141	3	training	training	NOUN
ajam-141	141	4	,	,	PUNCT
ajam-141	141	5	and	and	CCONJ
ajam-141	141	6	loan	loan	NOUN
ajam-141	141	7	provision	provision	NOUN
ajam-141	141	8	were	be	AUX
ajam-141	141	9	closely	closely	ADV
ajam-141	141	10	related	relate	VERB
ajam-141	141	11	as	as	ADP
ajam-141	141	12	policies	policy	NOUN
ajam-141	141	13	and	and	CCONJ
ajam-141	141	14	institutions	institution	NOUN
ajam-141	141	15	.	.	PUNCT
ajam-141	142	1	conclusions	conclusion	NOUN
ajam-141	142	2	and	and	CCONJ
ajam-141	142	3	way	way	ADV
ajam-141	142	4	forward	forward	ADV
ajam-141	142	5	the	the	DET
ajam-141	142	6	study	study	NOUN
ajam-141	142	7	shows	show	VERB
ajam-141	142	8	that	that	SCONJ
ajam-141	142	9	although	although	SCONJ
ajam-141	142	10	the	the	DET
ajam-141	142	11	number	number	NOUN
ajam-141	142	12	of	of	ADP
ajam-141	142	13	agro	agro	ADJ
ajam-141	142	14	-	-	PUNCT
ajam-141	142	15	inputs	input	NOUN
ajam-141	142	16	dealers	dealer	NOUN
ajam-141	142	17	in	in	ADP
ajam-141	142	18	western	western	ADJ
ajam-141	142	19	kenya	kenya	PROPN
ajam-141	142	20	has	have	AUX
ajam-141	142	21	been	be	AUX
ajam-141	142	22	growing	grow	VERB
ajam-141	142	23	,	,	PUNCT
ajam-141	142	24	the	the	DET
ajam-141	142	25	growth	growth	NOUN
ajam-141	142	26	is	be	AUX
ajam-141	142	27	still	still	ADV
ajam-141	142	28	a	a	DET
ajam-141	142	29	far	far	ADJ
ajam-141	142	30	cry	cry	NOUN
ajam-141	142	31	from	from	ADP
ajam-141	142	32	what	what	PRON
ajam-141	142	33	is	be	AUX
ajam-141	142	34	required	require	VERB
ajam-141	142	35	to	to	PART
ajam-141	142	36	ensure	ensure	VERB
ajam-141	142	37	that	that	SCONJ
ajam-141	142	38	smallholder	smallholder	NOUN
ajam-141	142	39	farmers	farmer	NOUN
ajam-141	142	40	,	,	PUNCT
ajam-141	142	41	especially	especially	ADV
ajam-141	142	42	those	those	PRON
ajam-141	142	43	in	in	ADP
ajam-141	142	44	far	far	ADV
ajam-141	142	45	away	away	ADV
ajam-141	142	46	rural	rural	ADJ
ajam-141	142	47	communities	community	NOUN
ajam-141	142	48	,	,	PUNCT
ajam-141	142	49	have	have	VERB
ajam-141	142	50	adequate	adequate	ADJ
ajam-141	142	51	access	access	NOUN
ajam-141	142	52	to	to	ADP
ajam-141	142	53	agro	agro	NOUN
ajam-141	142	54	-	-	PUNCT
ajam-141	142	55	inputs	input	NOUN
ajam-141	142	56	.	.	PUNCT
ajam-141	143	1	besides	besides	SCONJ
ajam-141	143	2	,	,	PUNCT
ajam-141	143	3	apart	apart	ADV
ajam-141	143	4	from	from	ADP
ajam-141	143	5	limited	limited	ADJ
ajam-141	143	6	business	business	NOUN
ajam-141	143	7	incentives	incentive	NOUN
ajam-141	143	8	,	,	PUNCT
ajam-141	143	9	most	most	ADJ
ajam-141	143	10	of	of	ADP
ajam-141	143	11	the	the	DET
ajam-141	143	12	agro	agro	ADJ
ajam-141	143	13	-	-	PUNCT
ajam-141	143	14	input	input	NOUN
ajam-141	143	15	dealers	dealer	NOUN
ajam-141	143	16	in	in	ADP
ajam-141	143	17	the	the	DET
ajam-141	143	18	study	study	NOUN
ajam-141	143	19	area	area	NOUN
ajam-141	143	20	face	face	VERB
ajam-141	143	21	numerous	numerous	ADJ
ajam-141	143	22	other	other	ADJ
ajam-141	143	23	problems	problem	NOUN
ajam-141	143	24	(	(	PUNCT
ajam-141	143	25	e.g.	e.g.	ADV
ajam-141	143	26	,	,	PUNCT
ajam-141	143	27	infrastructural	infrastructural	ADJ
ajam-141	143	28	challenges	challenge	NOUN
ajam-141	143	29	,	,	PUNCT
ajam-141	143	30	low	low	ADJ
ajam-141	143	31	demand	demand	NOUN
ajam-141	143	32	)	)	PUNCT
ajam-141	143	33	in	in	ADP
ajam-141	143	34	their	their	PRON
ajam-141	143	35	businesses	business	NOUN
ajam-141	143	36	that	that	PRON
ajam-141	143	37	hamper	hamper	VERB
ajam-141	143	38	efficient	efficient	ADJ
ajam-141	143	39	agroinput	agroinput	NOUN
ajam-141	143	40	supply	supply	NOUN
ajam-141	143	41	to	to	ADP
ajam-141	143	42	smallholder	smallholder	NOUN
ajam-141	143	43	rural	rural	ADJ
ajam-141	143	44	farm	farm	NOUN
ajam-141	143	45	households	household	NOUN
ajam-141	143	46	.	.	PUNCT
ajam-141	144	1	most	most	ADJ
ajam-141	144	2	of	of	ADP
ajam-141	144	3	the	the	DET
ajam-141	144	4	agro	agro	ADJ
ajam-141	144	5	-	-	PUNCT
ajam-141	144	6	input	input	NOUN
ajam-141	144	7	dealers	dealer	NOUN
ajam-141	144	8	still	still	ADV
ajam-141	144	9	travel	travel	VERB
ajam-141	144	10	long	long	ADJ
ajam-141	144	11	distances	distance	NOUN
ajam-141	144	12	to	to	PART
ajam-141	144	13	source	source	VERB
ajam-141	144	14	different	different	ADJ
ajam-141	144	15	agro	agro	NOUN
ajam-141	144	16	-	-	PUNCT
ajam-141	144	17	inputs	input	NOUN
ajam-141	144	18	–	–	PUNCT
ajam-141	144	19	a	a	DET
ajam-141	144	20	situation	situation	NOUN
ajam-141	144	21	that	that	PRON
ajam-141	144	22	has	have	AUX
ajam-141	144	23	continued	continue	VERB
ajam-141	144	24	to	to	PART
ajam-141	144	25	result	result	VERB
ajam-141	144	26	in	in	ADP
ajam-141	144	27	high	high	ADJ
ajam-141	144	28	farmlevel	farmlevel	NOUN
ajam-141	144	29	(	(	PUNCT
ajam-141	144	30	or	or	CCONJ
ajam-141	144	31	farm	farm	NOUN
ajam-141	144	32	gate	gate	NOUN
ajam-141	144	33	)	)	PUNCT
ajam-141	144	34	prices	price	NOUN
ajam-141	144	35	for	for	ADP
ajam-141	144	36	farm	farm	NOUN
ajam-141	144	37	inputs	input	NOUN
ajam-141	144	38	.	.	PUNCT
ajam-141	145	1	the	the	DET
ajam-141	145	2	problem	problem	NOUN
ajam-141	145	3	of	of	ADP
ajam-141	145	4	high	high	ADJ
ajam-141	145	5	unit	unit	NOUN
ajam-141	145	6	price	price	NOUN
ajam-141	145	7	of	of	ADP
ajam-141	145	8	agroinputs	agroinput	NOUN
ajam-141	145	9	is	be	AUX
ajam-141	145	10	compounded	compound	VERB
ajam-141	145	11	by	by	ADP
ajam-141	145	12	the	the	DET
ajam-141	145	13	fact	fact	NOUN
ajam-141	145	14	that	that	SCONJ
ajam-141	145	15	credit	credit	NOUN
ajam-141	145	16	services	service	NOUN
ajam-141	145	17	were	be	AUX
ajam-141	145	18	rarely	rarely	ADV
ajam-141	145	19	provided	provide	VERB
ajam-141	145	20	to	to	ADP
ajam-141	145	21	smallholder	smallholder	NOUN
ajam-141	145	22	farmers	farmer	NOUN
ajam-141	145	23	by	by	ADP
ajam-141	145	24	the	the	DET
ajam-141	145	25	agroinput	agroinput	ADJ
ajam-141	145	26	dealers	dealer	NOUN
ajam-141	145	27	who	who	PRON
ajam-141	145	28	themselves	themselves	PRON
ajam-141	145	29	lack	lack	VERB
ajam-141	145	30	adequate	adequate	ADJ
ajam-141	145	31	working	work	VERB
ajam-141	145	32	capital	capital	NOUN
ajam-141	145	33	for	for	ADP
ajam-141	145	34	increased	increase	VERB
ajam-141	145	35	stocking	stocking	NOUN
ajam-141	145	36	of	of	ADP
ajam-141	145	37	agro	agro	NOUN
ajam-141	145	38	-	-	PUNCT
ajam-141	145	39	inputs	input	NOUN
ajam-141	145	40	.	.	PUNCT
ajam-141	146	1	besides	besides	SCONJ
ajam-141	146	2	,	,	PUNCT
ajam-141	146	3	only	only	ADV
ajam-141	146	4	very	very	ADV
ajam-141	146	5	few	few	ADJ
ajam-141	146	6	agro	agro	ADJ
ajam-141	146	7	-	-	PUNCT
ajam-141	146	8	input	input	NOUN
ajam-141	146	9	dealers	dealer	NOUN
ajam-141	146	10	(	(	PUNCT
ajam-141	146	11	2	2	NUM
ajam-141	146	12	–	–	SYM
ajam-141	146	13	11	11	NUM
ajam-141	146	14	%	%	NOUN
ajam-141	146	15	)	)	PUNCT
ajam-141	146	16	were	be	AUX
ajam-141	146	17	in	in	ADP
ajam-141	146	18	a	a	DET
ajam-141	146	19	position	position	NOUN
ajam-141	146	20	to	to	PART
ajam-141	146	21	provide	provide	VERB
ajam-141	146	22	small	small	ADJ
ajam-141	146	23	-	-	PUNCT
ajam-141	146	24	scale	scale	NOUN
ajam-141	146	25	farmers	farmer	NOUN
ajam-141	146	26	with	with	ADP
ajam-141	146	27	other	other	ADJ
ajam-141	146	28	services	service	NOUN
ajam-141	146	29	(	(	PUNCT
ajam-141	146	30	especially	especially	ADV
ajam-141	146	31	input	input	NOUN
ajam-141	146	32	-	-	PUNCT
ajam-141	146	33	related	relate	VERB
ajam-141	146	34	information	information	NOUN
ajam-141	146	35	)	)	PUNCT
ajam-141	146	36	.	.	PUNCT
ajam-141	147	1	the	the	DET
ajam-141	147	2	fact	fact	NOUN
ajam-141	147	3	that	that	SCONJ
ajam-141	147	4	agro	agro	ADJ
ajam-141	147	5	-	-	PUNCT
ajam-141	147	6	input	input	NOUN
ajam-141	147	7	dealers	dealer	NOUN
ajam-141	147	8	faced	face	VERB
ajam-141	147	9	numerous	numerous	ADJ
ajam-141	147	10	constraints	constraint	NOUN
ajam-141	147	11	(	(	PUNCT
ajam-141	147	12	high	high	ADJ
ajam-141	147	13	transport	transport	NOUN
ajam-141	147	14	costs	cost	NOUN
ajam-141	147	15	,	,	PUNCT
ajam-141	147	16	low	low	ADJ
ajam-141	147	17	demand	demand	NOUN
ajam-141	147	18	,	,	PUNCT
ajam-141	147	19	lack	lack	NOUN
ajam-141	147	20	of	of	ADP
ajam-141	147	21	market	market	NOUN
ajam-141	147	22	,	,	PUNCT
ajam-141	147	23	limited	limited	ADJ
ajam-141	147	24	market	market	NOUN
ajam-141	147	25	information	information	NOUN
ajam-141	147	26	,	,	PUNCT
ajam-141	147	27	lack	lack	NOUN
ajam-141	147	28	of	of	ADP
ajam-141	147	29	storage	storage	NOUN
ajam-141	147	30	facilities	facility	NOUN
ajam-141	147	31	,	,	PUNCT
ajam-141	147	32	and	and	CCONJ
ajam-141	147	33	limited	limited	ADJ
ajam-141	147	34	skills	skill	NOUN
ajam-141	147	35	and	and	CCONJ
ajam-141	147	36	knowledge	knowledge	NOUN
ajam-141	147	37	)	)	PUNCT
ajam-141	147	38	is	be	AUX
ajam-141	147	39	particularly	particularly	ADV
ajam-141	147	40	worrisome	worrisome	ADJ
ajam-141	147	41	because	because	SCONJ
ajam-141	147	42	most	most	ADJ
ajam-141	147	43	of	of	ADP
ajam-141	147	44	these	these	PRON
ajam-141	147	45	are	be	AUX
ajam-141	147	46	serious	serious	ADJ
ajam-141	147	47	problems	problem	NOUN
ajam-141	147	48	of	of	ADP
ajam-141	147	49	infrastructure	infrastructure	NOUN
ajam-141	147	50	that	that	PRON
ajam-141	147	51	require	require	VERB
ajam-141	147	52	strong	strong	ADJ
ajam-141	147	53	political	political	ADJ
ajam-141	147	54	will	will	NOUN
ajam-141	147	55	to	to	PART
ajam-141	147	56	address	address	VERB
ajam-141	147	57	.	.	PUNCT
ajam-141	148	1	this	this	PRON
ajam-141	148	2	shows	show	VERB
ajam-141	148	3	the	the	DET
ajam-141	148	4	void	void	ADJ
ajam-141	148	5	preventing	prevent	VERB
ajam-141	148	6	the	the	DET
ajam-141	148	7	private	private	ADJ
ajam-141	148	8	sector	sector	NOUN
ajam-141	148	9	from	from	ADP
ajam-141	148	10	fully	fully	ADV
ajam-141	148	11	taking	take	VERB
ajam-141	148	12	up	up	ADP
ajam-141	148	13	farm	farm	NOUN
ajam-141	148	14	input	input	NOUN
ajam-141	148	15	supply	supply	NOUN
ajam-141	148	16	functions	function	NOUN
ajam-141	148	17	,	,	PUNCT
ajam-141	148	18	in	in	ADP
ajam-141	148	19	spite	spite	NOUN
ajam-141	148	20	of	of	ADP
ajam-141	148	21	the	the	DET
ajam-141	148	22	on	on	ADV
ajam-141	148	23	-	-	PUNCT
ajam-141	148	24	going	go	VERB
ajam-141	148	25	market	market	NOUN
ajam-141	148	26	liberalization	liberalization	NOUN
ajam-141	148	27	aimed	aim	VERB
ajam-141	148	28	at	at	ADP
ajam-141	148	29	de	de	ADJ
ajam-141	148	30	-	-	ADJ
ajam-141	148	31	emphasizing	emphasize	VERB
ajam-141	148	32	government	government	NOUN
ajam-141	148	33	control	control	NOUN
ajam-141	148	34	of	of	ADP
ajam-141	148	35	businesses	business	NOUN
ajam-141	148	36	and	and	CCONJ
ajam-141	148	37	encouragement	encouragement	NOUN
ajam-141	148	38	of	of	ADP
ajam-141	148	39	the	the	DET
ajam-141	148	40	private	private	ADJ
ajam-141	148	41	sector	sector	NOUN
ajam-141	148	42	to	to	PART
ajam-141	148	43	take	take	VERB
ajam-141	148	44	over	over	ADP
ajam-141	148	45	such	such	ADJ
ajam-141	148	46	business	business	NOUN
ajam-141	148	47	undertakings	undertaking	NOUN
ajam-141	148	48	for	for	ADP
ajam-141	148	49	increased	increase	VERB
ajam-141	148	50	efficiency	efficiency	NOUN
ajam-141	148	51	.	.	PUNCT
ajam-141	149	1	policy	policy	NOUN
ajam-141	149	2	and	and	CCONJ
ajam-141	149	3	institutional	institutional	ADJ
ajam-141	149	4	environment	environment	NOUN
ajam-141	149	5	conducive	conducive	ADJ
ajam-141	149	6	to	to	ADP
ajam-141	149	7	private	private	ADJ
ajam-141	149	8	agro	agro	ADJ
ajam-141	149	9	-	-	PUNCT
ajam-141	149	10	inputs	input	NOUN
ajam-141	149	11	dealer	dealer	NOUN
ajam-141	149	12	operations	operation	NOUN
ajam-141	149	13	and	and	CCONJ
ajam-141	149	14	investment	investment	NOUN
ajam-141	149	15	are	be	AUX
ajam-141	149	16	,	,	PUNCT
ajam-141	149	17	therefore	therefore	ADV
ajam-141	149	18	,	,	PUNCT
ajam-141	149	19	of	of	ADP
ajam-141	149	20	paramount	paramount	ADJ
ajam-141	149	21	importance	importance	NOUN
ajam-141	149	22	to	to	ADP
ajam-141	149	23	efficient	efficient	ADJ
ajam-141	149	24	agro	agro	ADJ
ajam-141	149	25	-	-	PUNCT
ajam-141	149	26	input	input	NOUN
ajam-141	149	27	market	market	NOUN
ajam-141	149	28	development	development	NOUN
ajam-141	149	29	in	in	ADP
ajam-141	149	30	western	western	ADJ
ajam-141	149	31	kenya	kenya	PROPN
ajam-141	149	32	and	and	CCONJ
ajam-141	149	33	similar	similar	ADJ
ajam-141	149	34	environments	environment	NOUN
ajam-141	149	35	in	in	ADP
ajam-141	149	36	ssa	ssa	PROPN
ajam-141	149	37	.	.	PUNCT
ajam-141	150	1	a	a	DET
ajam-141	150	2	similar	similar	ADJ
ajam-141	150	3	measure	measure	NOUN
ajam-141	150	4	is	be	AUX
ajam-141	150	5	also	also	ADV
ajam-141	150	6	needed	need	VERB
ajam-141	150	7	on	on	ADP
ajam-141	150	8	limited	limited	ADJ
ajam-141	150	9	business	business	NOUN
ajam-141	150	10	skill	skill	NOUN
ajam-141	150	11	and	and	CCONJ
ajam-141	150	12	knowledge	knowledge	NOUN
ajam-141	150	13	,	,	PUNCT
ajam-141	150	14	especially	especially	ADV
ajam-141	150	15	considering	consider	VERB
ajam-141	150	16	that	that	SCONJ
ajam-141	150	17	knowledge	knowledge	NOUN
ajam-141	150	18	reduces	reduce	VERB
ajam-141	150	19	risk	risk	NOUN
ajam-141	150	20	and	and	CCONJ
ajam-141	150	21	increases	increase	VERB
ajam-141	150	22	rewards	reward	NOUN
ajam-141	150	23	.	.	PUNCT
ajam-141	151	1	as	as	ADP
ajam-141	151	2	a	a	DET
ajam-141	151	3	way	way	NOUN
ajam-141	151	4	forward	forward	ADV
ajam-141	151	5	,	,	PUNCT
ajam-141	151	6	government	government	NOUN
ajam-141	151	7	policy	policy	NOUN
ajam-141	151	8	and	and	CCONJ
ajam-141	151	9	institutional	institutional	ADJ
ajam-141	151	10	intervention	intervention	NOUN
ajam-141	151	11	(	(	PUNCT
ajam-141	151	12	in	in	ADP
ajam-141	151	13	areas	area	NOUN
ajam-141	151	14	such	such	ADJ
ajam-141	151	15	as	as	ADP
ajam-141	151	16	:	:	PUNCT
ajam-141	151	17	reducing	reduce	VERB
ajam-141	151	18	the	the	DET
ajam-141	151	19	risks	risk	NOUN
ajam-141	151	20	that	that	PRON
ajam-141	151	21	the	the	DET
ajam-141	151	22	private	private	ADJ
ajam-141	151	23	sector	sector	NOUN
ajam-141	151	24	face	face	NOUN
ajam-141	151	25	in	in	ADP
ajam-141	151	26	rural	rural	ADJ
ajam-141	151	27	markets	market	NOUN
ajam-141	151	28	,	,	PUNCT
ajam-141	151	29	improving	improve	VERB
ajam-141	151	30	road	road	NOUN
ajam-141	151	31	and	and	CCONJ
ajam-141	151	32	other	other	ADJ
ajam-141	151	33	infrastructure	infrastructure	NOUN
ajam-141	151	34	,	,	PUNCT
ajam-141	151	35	developing	develop	VERB
ajam-141	151	36	and	and	CCONJ
ajam-141	151	37	extending	extend	VERB
ajam-141	151	38	credit	credit	NOUN
ajam-141	151	39	and	and	CCONJ
ajam-141	151	40	loans	loan	NOUN
ajam-141	151	41	to	to	ADP
ajam-141	151	42	agroinput	agroinput	ADJ
ajam-141	151	43	dealers	dealer	NOUN
ajam-141	151	44	and	and	CCONJ
ajam-141	151	45	their	their	PRON
ajam-141	151	46	networks	network	NOUN
ajam-141	151	47	)	)	PUNCT
ajam-141	151	48	are	be	AUX
ajam-141	151	49	critical	critical	ADJ
ajam-141	151	50	in	in	ADP
ajam-141	151	51	stimulating	stimulate	VERB
ajam-141	151	52	the	the	DET
ajam-141	151	53	input	input	NOUN
ajam-141	151	54	supply	supply	NOUN
ajam-141	151	55	sector	sector	NOUN
ajam-141	151	56	and	and	CCONJ
ajam-141	151	57	in	in	ADP
ajam-141	151	58	effectively	effectively	ADV
ajam-141	151	59	ushering	usher	VERB
ajam-141	151	60	in	in	ADP
ajam-141	151	61	sustainable	sustainable	ADJ
ajam-141	151	62	green	green	ADJ
ajam-141	151	63	revolution	revolution	NOUN
ajam-141	151	64	in	in	ADP
ajam-141	151	65	africa	africa	PROPN
ajam-141	151	66	.	.	PUNCT
ajam-141	152	1	acknowledgements	acknowledgement	NOUN
ajam-141	152	2	we	we	PRON
ajam-141	152	3	acknowledge	acknowledge	VERB
ajam-141	152	4	the	the	DET
ajam-141	152	5	agro	agro	ADJ
ajam-141	152	6	-	-	PUNCT
ajam-141	152	7	input	input	NOUN
ajam-141	152	8	dealers	dealer	NOUN
ajam-141	152	9	for	for	ADP
ajam-141	152	10	giving	give	VERB
ajam-141	152	11	us	we	PRON
ajam-141	152	12	their	their	PRON
ajam-141	152	13	attention	attention	NOUN
ajam-141	152	14	during	during	ADP
ajam-141	152	15	data	data	NOUN
ajam-141	152	16	collection	collection	NOUN
ajam-141	152	17	.	.	PUNCT
ajam-141	153	1	references	reference	NOUN
ajam-141	153	2	bashaasha	bashaasha	PROPN
ajam-141	153	3	b	b	PROPN
ajam-141	153	4	(	(	PUNCT
ajam-141	153	5	2001	2001	NUM
ajam-141	153	6	)	)	PUNCT
ajam-141	153	7	.	.	PUNCT
ajam-141	154	1	the	the	DET
ajam-141	154	2	evolution	evolution	NOUN
ajam-141	154	3	and	and	CCONJ
ajam-141	154	4	characteristics	characteristic	NOUN
ajam-141	154	5	of	of	ADP
ajam-141	154	6	farming	farming	NOUN
ajam-141	154	7	systems	system	NOUN
ajam-141	154	8	in	in	ADP
ajam-141	154	9	uganda	uganda	PROPN
ajam-141	154	10	.	.	PUNCT
ajam-141	155	1	department	department	PROPN
ajam-141	155	2	of	of	ADP
ajam-141	155	3	agricultural	agricultural	ADJ
ajam-141	155	4	economics	economic	NOUN
ajam-141	155	5	,	,	PUNCT
ajam-141	155	6	makerere	makerere	NOUN
ajam-141	155	7	university	university	NOUN
ajam-141	155	8	.	.	PUNCT
ajam-141	156	1	a	a	DET
ajam-141	156	2	resource	resource	NOUN
ajam-141	156	3	paper	paper	NOUN
ajam-141	156	4	for	for	ADP
ajam-141	156	5	the	the	DET
ajam-141	156	6	policies	policy	NOUN
ajam-141	156	7	for	for	ADP
ajam-141	156	8	improved	improved	ADJ
ajam-141	156	9	land	land	NOUN
ajam-141	156	10	management	management	NOUN
ajam-141	156	11	in	in	ADP
ajam-141	156	12	uganda	uganda	PROPN
ajam-141	156	13	project	project	NOUN
ajam-141	156	14	.	.	PUNCT
ajam-141	157	1	a	a	DET
ajam-141	157	2	collaborative	collaborative	ADJ
ajam-141	157	3	project	project	NOUN
ajam-141	157	4	of	of	ADP
ajam-141	157	5	:	:	PUNCT
ajam-141	157	6	international	international	ADJ
ajam-141	157	7	food	food	NOUN
ajam-141	157	8	policy	policy	NOUN
ajam-141	157	9	research	research	PROPN
ajam-141	157	10	institute	institute	PROPN
ajam-141	157	11	,	,	PUNCT
ajam-141	157	12	german	german	ADJ
ajam-141	157	13	center	center	NOUN
ajam-141	157	14	for	for	ADP
ajam-141	157	15	international	international	ADJ
ajam-141	157	16	development	development	NOUN
ajam-141	157	17	,	,	PUNCT
ajam-141	157	18	makerere	makerere	NOUN
ajam-141	157	19	university	university	NOUN
ajam-141	157	20	,	,	PUNCT
ajam-141	157	21	agricultural	agricultural	ADJ
ajam-141	157	22	policy	policy	NOUN
ajam-141	157	23	secretariat	secretariat	NOUN
ajam-141	157	24	,	,	PUNCT
ajam-141	157	25	and	and	CCONJ
ajam-141	157	26	national	national	ADJ
ajam-141	157	27	agricultural	agricultural	ADJ
ajam-141	157	28	research	research	NOUN
ajam-141	157	29	organization	organization	NOUN
ajam-141	157	30	.	.	PUNCT
ajam-141	158	1	chemonics	chemonic	NOUN
ajam-141	158	2	international	international	ADJ
ajam-141	158	3	and	and	CCONJ
ajam-141	158	4	international	international	ADJ
ajam-141	158	5	center	center	NOUN
ajam-141	158	6	for	for	ADP
ajam-141	158	7	soil	soil	NOUN
ajam-141	158	8	fertility	fertility	NOUN
ajam-141	158	9	and	and	CCONJ
ajam-141	158	10	agricultural	agricultural	ADJ
ajam-141	158	11	development	development	NOUN
ajam-141	158	12	(	(	PUNCT
ajam-141	158	13	ifdc	ifdc	PROPN
ajam-141	158	14	)	)	PUNCT
ajam-141	158	15	(	(	PUNCT
ajam-141	158	16	2007	2007	NUM
ajam-141	158	17	)	)	PUNCT
ajam-141	158	18	.	.	PUNCT
ajam-141	159	1	a	a	DET
ajam-141	159	2	six	six	NUM
ajam-141	159	3	-	-	PUNCT
ajam-141	159	4	country	country	NOUN
ajam-141	159	5	survey	survey	NOUN
ajam-141	159	6	of	of	ADP
ajam-141	159	7	fertilizer	fertilizer	NOUN
ajam-141	159	8	supply	supply	NOUN
ajam-141	159	9	and	and	CCONJ
ajam-141	159	10	costs	cost	NOUN
ajam-141	159	11	in	in	ADP
ajam-141	159	12	africa	africa	PROPN
ajam-141	159	13	.	.	PUNCT
ajam-141	160	1	fertilizer	fertilizer	NOUN
ajam-141	160	2	supply	supply	NOUN
ajam-141	160	3	and	and	CCONJ
ajam-141	160	4	costs	cost	NOUN
ajam-141	160	5	in	in	ADP
ajam-141	160	6	africa	africa	PROPN
ajam-141	160	7	.	.	PUNCT
ajam-141	161	1	june	june	PROPN
ajam-141	161	2	21	21	NUM
ajam-141	161	3	.	.	PUNCT
ajam-141	162	1	dma	dma	PROPN
ajam-141	162	2	tr	tr	PUNCT
ajam-141	162	3	(	(	PUNCT
ajam-141	162	4	1991	1991	NUM
ajam-141	162	5	)	)	PUNCT
ajam-141	162	6	.	.	PUNCT
ajam-141	163	1	department	department	PROPN
ajam-141	163	2	of	of	ADP
ajam-141	163	3	defense	defense	PROPN
ajam-141	163	4	world	world	PROPN
ajam-141	163	5	geodetic	geodetic	ADJ
ajam-141	163	6	system	system	NOUN
ajam-141	163	7	1984	1984	NUM
ajam-141	163	8	,	,	PUNCT
ajam-141	163	9	its	its	PRON
ajam-141	163	10	definition	definition	NOUN
ajam-141	163	11	and	and	CCONJ
ajam-141	163	12	relationships	relationship	NOUN
ajam-141	163	13	with	with	ADP
ajam-141	163	14	local	local	ADJ
ajam-141	163	15	geodetic	geodetic	ADJ
ajam-141	163	16	system	system	NOUN
ajam-141	163	17	,	,	PUNCT
ajam-141	163	18	2nd	2nd	ADJ
ajam-141	163	19	ed	ed	NOUN
ajam-141	163	20	.	.	PUNCT
ajam-141	164	1	faostat	faostat	PROPN
ajam-141	164	2	(	(	PUNCT
ajam-141	164	3	food	food	NOUN
ajam-141	164	4	and	and	CCONJ
ajam-141	164	5	agricultural	agricultural	ADJ
ajam-141	164	6	organization	organization	NOUN
ajam-141	164	7	statistical	statistical	ADJ
ajam-141	164	8	database)(2003	database)(2003	NOUN
ajam-141	164	9	)	)	PUNCT
ajam-141	164	10	.	.	PUNCT
ajam-141	165	1	http://apps.fao.org/page/collections?subset=agriculture	http://apps.fao.org/page/collections?subset=agriculture	NOUN
ajam-141	165	2	.	.	PUNCT
ajam-141	166	1	hair	hair	PROPN
ajam-141	166	2	jf	jf	PROPN
ajam-141	166	3	,	,	PUNCT
ajam-141	166	4	anderson	anderson	PROPN
ajam-141	166	5	re	re	PROPN
ajam-141	166	6	,	,	PUNCT
ajam-141	166	7	tatham	tatham	PROPN
ajam-141	166	8	rl	rl	PROPN
ajam-141	166	9	,	,	PUNCT
ajam-141	166	10	black	black	ADJ
ajam-141	166	11	wc	wc	PROPN
ajam-141	166	12	(	(	PUNCT
ajam-141	166	13	1995	1995	NUM
ajam-141	166	14	)	)	PUNCT
ajam-141	166	15	.	.	PUNCT
ajam-141	167	1	multivariate	multivariate	NOUN
ajam-141	167	2	data	datum	NOUN
ajam-141	167	3	analysis	analysis	NOUN
ajam-141	167	4	,	,	PUNCT
ajam-141	167	5	4th	4th	ADJ
ajam-141	167	6	edn	edn	NOUN
ajam-141	167	7	.	.	PUNCT
ajam-141	168	1	upper	upper	ADJ
ajam-141	168	2	saddle	saddle	PROPN
ajam-141	168	3	river	river	PROPN
ajam-141	168	4	,	,	PUNCT
ajam-141	168	5	nj	nj	PROPN
ajam-141	168	6	:	:	PUNCT
ajam-141	168	7	prentice	prentice	PROPN
ajam-141	168	8	hall	hall	PROPN
ajam-141	169	1	ifdc	ifdc	ADV
ajam-141	169	2	(	(	PUNCT
ajam-141	169	3	2006	2006	NUM
ajam-141	169	4	)	)	PUNCT
ajam-141	169	5	.	.	PUNCT
ajam-141	170	1	(	(	PUNCT
ajam-141	170	2	international	international	ADJ
ajam-141	170	3	center	center	NOUN
ajam-141	170	4	for	for	ADP
ajam-141	170	5	soil	soil	NOUN
ajam-141	170	6	fertility	fertility	NOUN
ajam-141	170	7	and	and	CCONJ
ajam-141	170	8	agriculture	agriculture	NOUN
ajam-141	170	9	)	)	PUNCT
ajam-141	170	10	report	report	NOUN
ajam-141	170	11	,	,	PUNCT
ajam-141	170	12	31	31	NUM
ajam-141	170	13	:	:	SYM
ajam-141	170	14	1	1	X
ajam-141	170	15	.	.	X
ajam-141	171	1	jaetzold	jaetzold	ADJ
ajam-141	171	2	r	r	NOUN
ajam-141	171	3	,	,	PUNCT
ajam-141	171	4	schmidt	schmidt	NOUN
ajam-141	171	5	h	h	PROPN
ajam-141	171	6	(	(	PUNCT
ajam-141	171	7	1982	1982	NUM
ajam-141	171	8	)	)	PUNCT
ajam-141	171	9	.	.	PUNCT
ajam-141	172	1	farm	farm	NOUN
ajam-141	172	2	management	management	PROPN
ajam-141	172	3	handbook	handbook	NOUN
ajam-141	172	4	of	of	ADP
ajam-141	172	5	kenya	kenya	PROPN
ajam-141	172	6	natural	natural	ADJ
ajam-141	172	7	conditions	condition	NOUN
ajam-141	172	8	and	and	CCONJ
ajam-141	172	9	farm	farm	NOUN
ajam-141	172	10	management	management	NOUN
ajam-141	172	11	information	information	NOUN
ajam-141	172	12	–	–	PUNCT
ajam-141	172	13	part	part	NOUN
ajam-141	172	14	a	a	DET
ajam-141	172	15	west	west	PROPN
ajam-141	172	16	kenya	kenya	PROPN
ajam-141	172	17	(	(	PUNCT
ajam-141	172	18	nyanza	nyanza	NOUN
ajam-141	172	19	and	and	CCONJ
ajam-141	172	20	western	western	ADJ
ajam-141	172	21	,	,	PUNCT
ajam-141	172	22	provinces	province	NOUN
ajam-141	172	23	)	)	PUNCT
ajam-141	172	24	.	.	PUNCT
ajam-141	173	1	ministry	ministry	PROPN
ajam-141	173	2	of	of	ADP
ajam-141	173	3	agriculture	agriculture	PROPN
ajam-141	173	4	,	,	PUNCT
ajam-141	173	5	kenya	kenya	PROPN
ajam-141	173	6	,	,	PUNCT
ajam-141	173	7	in	in	ADP
ajam-141	173	8	cooperation	cooperation	NOUN
ajam-141	173	9	with	with	ADP
ajam-141	173	10	the	the	DET
ajam-141	173	11	german	german	ADJ
ajam-141	173	12	agricultural	agricultural	ADJ
ajam-141	173	13	team	team	NOUN
ajam-141	173	14	(	(	PUNCT
ajam-141	173	15	gat	gat	NOUN
ajam-141	173	16	)	)	PUNCT
ajam-141	173	17	of	of	ADP
ajam-141	173	18	the	the	DET
ajam-141	173	19	german	german	ADJ
ajam-141	173	20	agency	agency	NOUN
ajam-141	173	21	for	for	ADP
ajam-141	173	22	technical	technical	ADJ
ajam-141	173	23	cooperation	cooperation	NOUN
ajam-141	173	24	(	(	PUNCT
ajam-141	173	25	gtz	gtz	PROPN
ajam-141	173	26	)	)	PUNCT
ajam-141	173	27	.	.	PUNCT
ajam-141	174	1	2	2	NUM
ajam-141	174	2	:	:	SYM
ajam-141	174	3	397	397	NUM
ajam-141	174	4	.	.	PUNCT
ajam-141	174	5	kelly	kelly	PROPN
ajam-141	174	6	v	v	PROPN
ajam-141	174	7	,	,	PUNCT
ajam-141	174	8	adesina	adesina	PROPN
ajam-141	174	9	aa	aa	PROPN
ajam-141	174	10	,	,	PUNCT
ajam-141	174	11	gordon	gordon	PROPN
ajam-141	174	12	a	a	PRON
ajam-141	174	13	(	(	PUNCT
ajam-141	174	14	2003	2003	NUM
ajam-141	174	15	)	)	PUNCT
ajam-141	174	16	.	.	PUNCT
ajam-141	175	1	expanding	expand	VERB
ajam-141	175	2	access	access	NOUN
ajam-141	175	3	to	to	ADP
ajam-141	175	4	agricultural	agricultural	ADJ
ajam-141	175	5	inputs	input	NOUN
ajam-141	175	6	in	in	ADP
ajam-141	175	7	africa	africa	PROPN
ajam-141	175	8	:	:	PUNCT
ajam-141	175	9	a	a	DET
ajam-141	175	10	review	review	NOUN
ajam-141	175	11	of	of	ADP
ajam-141	175	12	recent	recent	ADJ
ajam-141	175	13	market	market	NOUN
ajam-141	175	14	development	development	NOUN
ajam-141	175	15	experience	experience	NOUN
ajam-141	175	16	.	.	PUNCT
ajam-141	176	1	food	food	NOUN
ajam-141	176	2	pol	pol	PROPN
ajam-141	176	3	.	.	PUNCT
ajam-141	177	1	28	28	NUM
ajam-141	177	2	:	:	PUNCT
ajam-141	177	3	379	379	NUM
ajam-141	177	4	-	-	SYM
ajam-141	177	5	404	404	NUM
ajam-141	177	6	.	.	PUNCT
ajam-141	178	1	sanchez	sanchez	PROPN
ajam-141	178	2	p	p	PROPN
ajam-141	178	3	(	(	PUNCT
ajam-141	178	4	2005	2005	NUM
ajam-141	178	5	)	)	PUNCT
ajam-141	178	6	.	.	PUNCT
ajam-141	179	1	implementing	implement	VERB
ajam-141	179	2	the	the	DET
ajam-141	179	3	hunger	hunger	NOUN
ajam-141	179	4	task	task	NOUN
ajam-141	179	5	force	force	NOUN
ajam-141	179	6	recommendations	recommendation	NOUN
ajam-141	179	7	in	in	ADP
ajam-141	179	8	africa	africa	PROPN
ajam-141	179	9	.	.	PUNCT
ajam-141	180	1	powerpoint	powerpoint	NOUN
ajam-141	180	2	presentation	presentation	NOUN
ajam-141	180	3	.	.	PUNCT
ajam-141	181	1	hayes	hayes	PROPN
ajam-141	181	2	memorial	memorial	ADJ
ajam-141	181	3	lecture	lecture	NOUN
ajam-141	181	4	,	,	PUNCT
ajam-141	181	5	university	university	NOUN
ajam-141	181	6	of	of	ADP
ajam-141	181	7	minnesota	minnesota	PROPN
ajam-141	181	8	,	,	PUNCT
ajam-141	181	9	25	25	NUM
ajam-141	181	10	may	may	NOUN
ajam-141	181	11	.	.	PUNCT
ajam-141	182	1	spss	spss	PROPN
ajam-141	182	2	(	(	PUNCT
ajam-141	182	3	statistical	statistical	ADJ
ajam-141	182	4	package	package	NOUN
ajam-141	182	5	for	for	ADP
ajam-141	182	6	social	social	ADJ
ajam-141	182	7	sciences	science	NOUN
ajam-141	182	8	)	)	PUNCT
ajam-141	182	9	(	(	PUNCT
ajam-141	182	10	2002	2002	NUM
ajam-141	182	11	)	)	PUNCT
ajam-141	182	12	.	.	PUNCT
ajam-141	183	1	statistical	statistical	ADJ
ajam-141	183	2	package	package	NOUN
ajam-141	183	3	for	for	ADP
ajam-141	183	4	social	social	ADJ
ajam-141	183	5	sciences	science	NOUN
ajam-141	183	6	release	release	VERB
ajam-141	183	7	11.0	11.0	NUM
ajam-141	183	8	.	.	PUNCT
ajam-141	184	1	prentice	prentice	PROPN
ajam-141	184	2	hall	hall	PROPN
ajam-141	184	3	:	:	PUNCT
ajam-141	184	4	chicago	chicago	PROPN
ajam-141	184	5	.	.	PUNCT
ajam-141	185	1	surrey	surrey	PROPN
ajam-141	185	2	dw	dw	PROPN
ajam-141	185	3	(	(	PUNCT
ajam-141	185	4	1997	1997	NUM
ajam-141	185	5	)	)	PUNCT
ajam-141	185	6	.	.	PUNCT
ajam-141	186	1	diffusion	diffusion	NOUN
ajam-141	186	2	theory	theory	NOUN
ajam-141	186	3	and	and	CCONJ
ajam-141	186	4	instructional	instructional	ADJ
ajam-141	186	5	technology	technology	NOUN
ajam-141	186	6	.	.	PUNCT
ajam-141	187	1	paper	paper	NOUN
ajam-141	187	2	presented	present	VERB
ajam-141	187	3	at	at	ADP
ajam-141	187	4	the	the	DET
ajam-141	187	5	annual	annual	ADJ
ajam-141	187	6	conference	conference	NOUN
ajam-141	187	7	of	of	ADP
ajam-141	187	8	the	the	DET
ajam-141	187	9	association	association	NOUN
ajam-141	187	10	for	for	ADP
ajam-141	187	11	educational	educational	ADJ
ajam-141	187	12	communications	communication	NOUN
ajam-141	187	13	and	and	CCONJ
ajam-141	187	14	technology	technology	NOUN
ajam-141	187	15	(	(	PUNCT
ajam-141	187	16	aect	aect	ADJ
ajam-141	187	17	)	)	PUNCT
ajam-141	187	18	,	,	PUNCT
ajam-141	187	19	albuquerque	albuquerque	NOUN
ajam-141	187	20	,	,	PUNCT
ajam-141	187	21	new	new	PROPN
ajam-141	187	22	mexico	mexico	PROPN
ajam-141	187	23	,	,	PUNCT
ajam-141	187	24	february	february	PROPN
ajam-141	187	25	12–15	12–15	NUM
ajam-141	187	26	(	(	PUNCT
ajam-141	187	27	available	available	ADJ
ajam-141	187	28	at	at	ADP
ajam-141	187	29	www.gsu.edu/wwwitr/docs/diffusion/	www.gsu.edu/wwwitr/docs/diffusion/	PROPN
ajam-141	187	30	)	)	PUNCT
ajam-141	188	1	yanggen	yanggen	PROPN
ajam-141	189	1	d	d	PROPN
ajam-141	189	2	,	,	PUNCT
ajam-141	189	3	kelly	kelly	PROPN
ajam-141	189	4	v	v	PROPN
ajam-141	189	5	,	,	PUNCT
ajam-141	189	6	reardon	reardon	PROPN
ajam-141	189	7	t	t	PROPN
ajam-141	189	8	,	,	PUNCT
ajam-141	189	9	naseem	naseem	PROPN
ajam-141	189	10	a	a	DET
ajam-141	189	11	(	(	PUNCT
ajam-141	189	12	1998	1998	NUM
ajam-141	189	13	)	)	PUNCT
ajam-141	189	14	.	.	PUNCT
ajam-141	190	1	incentives	incentive	NOUN
ajam-141	190	2	for	for	ADP
ajam-141	190	3	fertilizer	fertilizer	NOUN
ajam-141	190	4	use	use	NOUN
ajam-141	190	5	in	in	ADP
ajam-141	190	6	sub	sub	ADJ
ajam-141	190	7	-	-	ADJ
ajam-141	190	8	saharan	saharan	ADJ
ajam-141	190	9	africa	africa	PROPN
ajam-141	190	10	:	:	PUNCT
ajam-141	190	11	a	a	DET
ajam-141	190	12	review	review	NOUN
ajam-141	190	13	of	of	ADP
ajam-141	190	14	empirical	empirical	ADJ
ajam-141	190	15	evidence	evidence	NOUN
ajam-141	190	16	on	on	ADP
ajam-141	190	17	fertilizer	fertilizer	NOUN
ajam-141	190	18	response	response	NOUN
ajam-141	190	19	and	and	CCONJ
ajam-141	190	20	profitability	profitability	NOUN
ajam-141	190	21	.	.	PUNCT
ajam-141	191	1	msu	msu	PROPN
ajam-141	191	2	international	international	ADJ
ajam-141	191	3	development	development	PROPN
ajam-141	191	4	working	working	PROPN
ajam-141	191	5	paper	paper	NOUN
ajam-141	191	6	departments	department	NOUN
ajam-141	191	7	of	of	ADP
ajam-141	191	8	agricultural	agricultural	ADJ
ajam-141	191	9	economics	economic	NOUN
ajam-141	191	10	and	and	CCONJ
ajam-141	191	11	economics	economic	NOUN
ajam-141	191	12	,	,	PUNCT
ajam-141	191	13	michigan	michigan	PROPN
ajam-141	191	14	state	state	PROPN
ajam-141	191	15	university	university	PROPN
ajam-141	191	16	,	,	PUNCT
ajam-141	191	17	east	east	PROPN
ajam-141	191	18	lansing	lansing	PROPN
ajam-141	191	19	,	,	PUNCT
ajam-141	191	20	michigan	michigan	PROPN
ajam-141	191	21	48824	48824	NUM
ajam-141	191	22	,	,	PUNCT
ajam-141	191	23	p.	p.	NOUN
ajam-141	191	24	70	70	NUM
ajam-141	191	25	.	.	PUNCT