id	sid	tid	token	lemma	pos
ajam-34	1	1	african	african	ADJ
ajam-34	1	2	journal	journal	NOUN
ajam-34	1	3	of	of	ADP
ajam-34	1	4	agricultural	agricultural	ADJ
ajam-34	1	5	marketing	marketing	NOUN
ajam-34	1	6	vol	vol	NOUN
ajam-34	1	7	.	.	PROPN
ajam-34	1	8	1	1	NUM
ajam-34	1	9	(	(	PUNCT
ajam-34	1	10	1	1	NUM
ajam-34	1	11	)	)	PUNCT
ajam-34	1	12	,	,	PUNCT
ajam-34	1	13	pp	pp	PROPN
ajam-34	1	14	.	.	PUNCT
ajam-34	1	15	011	011	NUM
ajam-34	1	16	-	-	SYM
ajam-34	1	17	015	015	NUM
ajam-34	1	18	,	,	PUNCT
ajam-34	1	19	november	november	PROPN
ajam-34	1	20	,	,	PUNCT
ajam-34	1	21	2013	2013	NUM
ajam-34	1	22	.	.	PUNCT
ajam-34	2	1	available	available	ADJ
ajam-34	2	2	online	online	ADV
ajam-34	2	3	at	at	ADP
ajam-34	2	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-34	2	5	©	©	PROPN
ajam-34	2	6	international	international	ADJ
ajam-34	2	7	scholars	scholar	NOUN
ajam-34	2	8	journals	journal	VERB
ajam-34	2	9	full	full	ADJ
ajam-34	2	10	length	length	NOUN
ajam-34	2	11	research	research	NOUN
ajam-34	2	12	paper	paper	NOUN
ajam-34	2	13	farm	farm	NOUN
ajam-34	2	14	household	household	NOUN
ajam-34	2	15	level	level	NOUN
ajam-34	2	16	impacts	impact	NOUN
ajam-34	2	17	of	of	ADP
ajam-34	2	18	information	information	NOUN
ajam-34	2	19	communication	communication	NOUN
ajam-34	2	20	technology	technology	NOUN
ajam-34	2	21	(	(	PUNCT
ajam-34	2	22	ict)-based	ict)-base	VERB
ajam-34	2	23	agricultural	agricultural	ADJ
ajam-34	2	24	market	market	NOUN
ajam-34	2	25	information	information	NOUN
ajam-34	2	26	in	in	ADP
ajam-34	2	27	ghana	ghana	PROPN
ajam-34	2	28	ramatu	ramatu	PROPN
ajam-34	2	29	m.	m.	PROPN
ajam-34	2	30	al	al	PROPN
ajam-34	2	31	-	-	PROPN
ajam-34	2	32	hassan	hassan	PROPN
ajam-34	2	33	*	*	PROPN
ajam-34	2	34	,	,	PUNCT
ajam-34	2	35	irene	irene	PROPN
ajam-34	2	36	s.	s.	PROPN
ajam-34	2	37	egyir	egyir	PROPN
ajam-34	2	38	and	and	CCONJ
ajam-34	2	39	james	james	PROPN
ajam-34	2	40	abakah	abakah	PROPN
ajam-34	2	41	department	department	PROPN
ajam-34	2	42	of	of	ADP
ajam-34	2	43	agricultural	agricultural	ADJ
ajam-34	2	44	economics	economic	NOUN
ajam-34	2	45	and	and	CCONJ
ajam-34	2	46	agribusiness	agribusiness	NOUN
ajam-34	2	47	,	,	PUNCT
ajam-34	2	48	university	university	NOUN
ajam-34	2	49	of	of	ADP
ajam-34	2	50	ghana	ghana	PROPN
ajam-34	2	51	,	,	PUNCT
ajam-34	2	52	legon	legon	PROPN
ajam-34	2	53	,	,	PUNCT
ajam-34	2	54	ghana	ghana	PROPN
ajam-34	2	55	.	.	PUNCT
ajam-34	3	1	accepted	accept	VERB
ajam-34	3	2	13	13	NUM
ajam-34	3	3	march	march	NOUN
ajam-34	3	4	,	,	PUNCT
ajam-34	3	5	2013	2013	NUM
ajam-34	3	6	this	this	DET
ajam-34	3	7	paper	paper	NOUN
ajam-34	3	8	assesses	assess	VERB
ajam-34	3	9	the	the	DET
ajam-34	3	10	impact	impact	NOUN
ajam-34	3	11	of	of	ADP
ajam-34	3	12	the	the	DET
ajam-34	3	13	information	information	NOUN
ajam-34	3	14	communication	communication	NOUN
ajam-34	3	15	technology	technology	NOUN
ajam-34	3	16	(	(	PUNCT
ajam-34	3	17	ict)-based	ict)-base	VERB
ajam-34	3	18	market	market	NOUN
ajam-34	3	19	information	information	NOUN
ajam-34	3	20	service	service	NOUN
ajam-34	3	21	(	(	PUNCT
ajam-34	3	22	mis	mis	PROPN
ajam-34	3	23	)	)	PUNCT
ajam-34	3	24	on	on	ADP
ajam-34	3	25	farm	farm	NOUN
ajam-34	3	26	households	household	NOUN
ajam-34	3	27	in	in	ADP
ajam-34	3	28	the	the	DET
ajam-34	3	29	eastern	eastern	ADJ
ajam-34	3	30	corridor	corridor	NOUN
ajam-34	3	31	of	of	ADP
ajam-34	3	32	northern	northern	ADJ
ajam-34	3	33	ghana	ghana	PROPN
ajam-34	3	34	.	.	PUNCT
ajam-34	4	1	data	datum	NOUN
ajam-34	4	2	was	be	AUX
ajam-34	4	3	collected	collect	VERB
ajam-34	4	4	from	from	ADP
ajam-34	4	5	346	346	NUM
ajam-34	4	6	farm	farm	NOUN
ajam-34	4	7	households	household	NOUN
ajam-34	4	8	in	in	ADP
ajam-34	4	9	the	the	DET
ajam-34	4	10	eastern	eastern	ADJ
ajam-34	4	11	corridor	corridor	NOUN
ajam-34	4	12	of	of	ADP
ajam-34	4	13	northern	northern	ADJ
ajam-34	4	14	ghana	ghana	PROPN
ajam-34	4	15	where	where	SCONJ
ajam-34	4	16	an	an	DET
ajam-34	4	17	ict	ict	NOUN
ajam-34	4	18	-	-	PUNCT
ajam-34	4	19	based	base	VERB
ajam-34	4	20	market	market	NOUN
ajam-34	4	21	information	information	NOUN
ajam-34	4	22	project	project	NOUN
ajam-34	4	23	was	be	AUX
ajam-34	4	24	implemented	implement	VERB
ajam-34	4	25	between	between	ADP
ajam-34	4	26	2006	2006	NUM
ajam-34	4	27	and	and	CCONJ
ajam-34	4	28	2009	2009	NUM
ajam-34	4	29	.	.	PUNCT
ajam-34	5	1	the	the	DET
ajam-34	5	2	sample	sample	NOUN
ajam-34	5	3	included	include	VERB
ajam-34	5	4	159	159	NUM
ajam-34	5	5	participants	participant	NOUN
ajam-34	5	6	and	and	CCONJ
ajam-34	5	7	187	187	NUM
ajam-34	5	8	non	non	NOUN
ajam-34	5	9	-	-	NOUN
ajam-34	5	10	participants	participant	NOUN
ajam-34	5	11	.	.	PUNCT
ajam-34	6	1	the	the	DET
ajam-34	6	2	logit	logit	PROPN
ajam-34	6	3	model	model	NOUN
ajam-34	6	4	was	be	AUX
ajam-34	6	5	used	use	VERB
ajam-34	6	6	to	to	PART
ajam-34	6	7	identify	identify	VERB
ajam-34	6	8	factors	factor	NOUN
ajam-34	6	9	which	which	PRON
ajam-34	6	10	influence	influence	VERB
ajam-34	6	11	the	the	DET
ajam-34	6	12	probability	probability	NOUN
ajam-34	6	13	of	of	ADP
ajam-34	6	14	participation	participation	NOUN
ajam-34	6	15	in	in	ADP
ajam-34	6	16	the	the	DET
ajam-34	6	17	ict	ict	PROPN
ajam-34	6	18	market	market	NOUN
ajam-34	6	19	information	information	NOUN
ajam-34	6	20	project	project	NOUN
ajam-34	6	21	,	,	PUNCT
ajam-34	6	22	while	while	SCONJ
ajam-34	6	23	propensity	propensity	NOUN
ajam-34	6	24	score	score	NOUN
ajam-34	6	25	matching	matching	NOUN
ajam-34	6	26	(	(	PUNCT
ajam-34	6	27	psm	psm	PROPN
ajam-34	6	28	)	)	PUNCT
ajam-34	6	29	was	be	AUX
ajam-34	6	30	used	use	VERB
ajam-34	6	31	to	to	PART
ajam-34	6	32	assess	assess	VERB
ajam-34	6	33	the	the	DET
ajam-34	6	34	project	project	NOUN
ajam-34	6	35	impact	impact	NOUN
ajam-34	6	36	.	.	PUNCT
ajam-34	7	1	results	result	NOUN
ajam-34	7	2	indicate	indicate	VERB
ajam-34	7	3	that	that	SCONJ
ajam-34	7	4	age	age	NOUN
ajam-34	7	5	and	and	CCONJ
ajam-34	7	6	value	value	NOUN
ajam-34	7	7	of	of	ADP
ajam-34	7	8	assets	asset	NOUN
ajam-34	7	9	were	be	AUX
ajam-34	7	10	negatively	negatively	ADV
ajam-34	7	11	related	relate	VERB
ajam-34	7	12	to	to	ADP
ajam-34	7	13	the	the	DET
ajam-34	7	14	likelihood	likelihood	NOUN
ajam-34	7	15	of	of	ADP
ajam-34	7	16	participation	participation	NOUN
ajam-34	7	17	in	in	ADP
ajam-34	7	18	ict	ict	PROPN
ajam-34	7	19	-	-	PUNCT
ajam-34	7	20	based	base	VERB
ajam-34	7	21	mis	mis	PROPN
ajam-34	7	22	.	.	PUNCT
ajam-34	8	1	a	a	DET
ajam-34	8	2	unit	unit	NOUN
ajam-34	8	3	increase	increase	NOUN
ajam-34	8	4	in	in	ADP
ajam-34	8	5	age	age	NOUN
ajam-34	8	6	reduced	reduce	VERB
ajam-34	8	7	likelihood	likelihood	NOUN
ajam-34	8	8	of	of	ADP
ajam-34	8	9	participation	participation	NOUN
ajam-34	8	10	by	by	ADP
ajam-34	8	11	0.5	0.5	NUM
ajam-34	8	12	%	%	NOUN
ajam-34	8	13	,	,	PUNCT
ajam-34	8	14	while	while	SCONJ
ajam-34	8	15	a	a	DET
ajam-34	8	16	unit	unit	NOUN
ajam-34	8	17	increase	increase	NOUN
ajam-34	8	18	in	in	ADP
ajam-34	8	19	value	value	NOUN
ajam-34	8	20	of	of	ADP
ajam-34	8	21	assets	asset	NOUN
ajam-34	8	22	reduces	reduce	VERB
ajam-34	8	23	likelihood	likelihood	NOUN
ajam-34	8	24	of	of	ADP
ajam-34	8	25	participation	participation	NOUN
ajam-34	8	26	by	by	ADP
ajam-34	8	27	7	7	NUM
ajam-34	8	28	%	%	NOUN
ajam-34	8	29	.	.	PUNCT
ajam-34	9	1	previous	previous	ADJ
ajam-34	9	2	participation	participation	NOUN
ajam-34	9	3	in	in	ADP
ajam-34	9	4	a	a	DET
ajam-34	9	5	development	development	NOUN
ajam-34	9	6	project	project	NOUN
ajam-34	9	7	increased	increase	VERB
ajam-34	9	8	likelihood	likelihood	NOUN
ajam-34	9	9	of	of	ADP
ajam-34	9	10	participation	participation	NOUN
ajam-34	9	11	by	by	ADP
ajam-34	9	12	more	more	ADJ
ajam-34	9	13	than	than	ADP
ajam-34	9	14	60	60	NUM
ajam-34	9	15	%	%	NOUN
ajam-34	9	16	.	.	PUNCT
ajam-34	10	1	participation	participation	NOUN
ajam-34	10	2	in	in	ADP
ajam-34	10	3	the	the	DET
ajam-34	10	4	ict	ict	NOUN
ajam-34	10	5	-	-	PUNCT
ajam-34	10	6	based	base	VERB
ajam-34	10	7	project	project	NOUN
ajam-34	10	8	increased	increase	VERB
ajam-34	10	9	expenditure	expenditure	NOUN
ajam-34	10	10	on	on	ADP
ajam-34	10	11	pesticides	pesticide	NOUN
ajam-34	10	12	,	,	PUNCT
ajam-34	10	13	and	and	CCONJ
ajam-34	10	14	food	food	NOUN
ajam-34	10	15	security	security	NOUN
ajam-34	10	16	by	by	ADP
ajam-34	10	17	11	11	NUM
ajam-34	10	18	%	%	NOUN
ajam-34	10	19	.	.	PUNCT
ajam-34	11	1	more	more	ADJ
ajam-34	11	2	participants	participant	NOUN
ajam-34	11	3	(	(	PUNCT
ajam-34	11	4	13	13	NUM
ajam-34	11	5	%	%	NOUN
ajam-34	11	6	)	)	PUNCT
ajam-34	11	7	used	use	VERB
ajam-34	11	8	improved	improved	ADJ
ajam-34	11	9	seed	seed	NOUN
ajam-34	11	10	than	than	ADP
ajam-34	11	11	nonparticipants	nonparticipant	NOUN
ajam-34	11	12	.	.	PUNCT
ajam-34	12	1	it	it	PRON
ajam-34	12	2	is	be	AUX
ajam-34	12	3	recommended	recommend	VERB
ajam-34	12	4	that	that	SCONJ
ajam-34	12	5	younger	young	ADJ
ajam-34	12	6	persons	person	NOUN
ajam-34	12	7	are	be	AUX
ajam-34	12	8	made	make	VERB
ajam-34	12	9	the	the	DET
ajam-34	12	10	target	target	NOUN
ajam-34	12	11	/	/	SYM
ajam-34	12	12	focus	focus	NOUN
ajam-34	12	13	group	group	NOUN
ajam-34	12	14	for	for	ADP
ajam-34	12	15	ict	ict	NOUN
ajam-34	12	16	projects	project	NOUN
ajam-34	12	17	and	and	CCONJ
ajam-34	12	18	that	that	SCONJ
ajam-34	12	19	the	the	DET
ajam-34	12	20	private	private	ADJ
ajam-34	12	21	and	and	CCONJ
ajam-34	12	22	public	public	ADJ
ajam-34	12	23	sectors	sector	NOUN
ajam-34	12	24	collaborate	collaborate	VERB
ajam-34	12	25	to	to	PART
ajam-34	12	26	facilitate	facilitate	VERB
ajam-34	12	27	wide	wide	ADJ
ajam-34	12	28	availability	availability	NOUN
ajam-34	12	29	and	and	CCONJ
ajam-34	12	30	expanded	expand	VERB
ajam-34	12	31	use	use	NOUN
ajam-34	12	32	of	of	ADP
ajam-34	12	33	ict	ict	PROPN
ajam-34	12	34	mis	mis	PROPN
ajam-34	12	35	.	.	PUNCT
ajam-34	13	1	key	key	ADJ
ajam-34	13	2	words	word	NOUN
ajam-34	13	3	:	:	PUNCT
ajam-34	13	4	information	information	NOUN
ajam-34	13	5	communication	communication	NOUN
ajam-34	13	6	technology	technology	NOUN
ajam-34	13	7	(	(	PUNCT
ajam-34	13	8	ict	ict	PROPN
ajam-34	13	9	)	)	PUNCT
ajam-34	13	10	,	,	PUNCT
ajam-34	13	11	agricultural	agricultural	ADJ
ajam-34	13	12	market	market	NOUN
ajam-34	13	13	information	information	NOUN
ajam-34	13	14	,	,	PUNCT
ajam-34	13	15	smallholders	smallholder	NOUN
ajam-34	13	16	,	,	PUNCT
ajam-34	13	17	ghana	ghana	PROPN
ajam-34	13	18	.	.	PUNCT
ajam-34	14	1	introduction	introduction	NOUN
ajam-34	14	2	development	development	NOUN
ajam-34	14	3	of	of	ADP
ajam-34	14	4	the	the	DET
ajam-34	14	5	agricultural	agricultural	ADJ
ajam-34	14	6	sector	sector	NOUN
ajam-34	14	7	in	in	ADP
ajam-34	14	8	many	many	ADJ
ajam-34	14	9	african	african	ADJ
ajam-34	14	10	countries	country	NOUN
ajam-34	14	11	hinges	hinge	VERB
ajam-34	14	12	on	on	ADP
ajam-34	14	13	the	the	DET
ajam-34	14	14	development	development	NOUN
ajam-34	14	15	of	of	ADP
ajam-34	14	16	the	the	DET
ajam-34	14	17	smallholder	smallholder	NOUN
ajam-34	14	18	systems	system	NOUN
ajam-34	14	19	that	that	PRON
ajam-34	14	20	have	have	AUX
ajam-34	14	21	sustained	sustain	VERB
ajam-34	14	22	african	african	ADJ
ajam-34	14	23	agriculture	agriculture	NOUN
ajam-34	14	24	to	to	ADP
ajam-34	14	25	date	date	NOUN
ajam-34	14	26	but	but	CCONJ
ajam-34	14	27	continue	continue	VERB
ajam-34	14	28	to	to	PART
ajam-34	14	29	face	face	VERB
ajam-34	14	30	challenges	challenge	NOUN
ajam-34	14	31	of	of	ADP
ajam-34	14	32	low	low	ADJ
ajam-34	14	33	productivity	productivity	NOUN
ajam-34	14	34	and	and	CCONJ
ajam-34	14	35	limited	limited	ADJ
ajam-34	14	36	access	access	NOUN
ajam-34	14	37	to	to	ADP
ajam-34	14	38	remunerative	remunerative	ADJ
ajam-34	14	39	markets	market	NOUN
ajam-34	14	40	.	.	PUNCT
ajam-34	15	1	non	non	ADJ
ajam-34	15	2	-	-	ADJ
ajam-34	15	3	competitive	competitive	ADJ
ajam-34	15	4	value	value	NOUN
ajam-34	15	5	chains	chain	NOUN
ajam-34	15	6	and	and	CCONJ
ajam-34	15	7	limited	limited	ADJ
ajam-34	15	8	information	information	NOUN
ajam-34	15	9	about	about	ADP
ajam-34	15	10	remunerative	remunerative	ADJ
ajam-34	15	11	markets	market	NOUN
ajam-34	15	12	,	,	PUNCT
ajam-34	15	13	and	and	CCONJ
ajam-34	15	14	risk	risk	NOUN
ajam-34	15	15	aversion	aversion	NOUN
ajam-34	15	16	of	of	ADP
ajam-34	15	17	smallholders	smallholder	NOUN
ajam-34	15	18	limit	limit	VERB
ajam-34	15	19	their	their	PRON
ajam-34	15	20	integration	integration	NOUN
ajam-34	15	21	into	into	ADP
ajam-34	15	22	markets	market	NOUN
ajam-34	15	23	.	.	PUNCT
ajam-34	16	1	ghana	ghana	PROPN
ajam-34	16	2	’s	’s	PART
ajam-34	16	3	agricultural	agricultural	ADJ
ajam-34	16	4	growth	growth	NOUN
ajam-34	16	5	has	have	AUX
ajam-34	16	6	been	be	AUX
ajam-34	16	7	erratic	erratic	ADJ
ajam-34	16	8	and	and	CCONJ
ajam-34	16	9	at	at	ADP
ajam-34	16	10	5.2	5.2	NUM
ajam-34	16	11	%	%	NOUN
ajam-34	16	12	,	,	PUNCT
ajam-34	16	13	it	it	PRON
ajam-34	16	14	has	have	AUX
ajam-34	16	15	lagged	lag	VERB
ajam-34	16	16	behind	behind	ADP
ajam-34	16	17	gross	gross	ADJ
ajam-34	16	18	domestic	domestic	ADJ
ajam-34	16	19	product	product	NOUN
ajam-34	16	20	(	(	PUNCT
ajam-34	16	21	gdp	gdp	NOUN
ajam-34	16	22	)	)	PUNCT
ajam-34	16	23	growth	growth	NOUN
ajam-34	16	24	of	of	ADP
ajam-34	16	25	5.9	5.9	NUM
ajam-34	16	26	%	%	NOUN
ajam-34	17	1	[	[	X
ajam-34	17	2	institute	institute	NOUN
ajam-34	17	3	of	of	ADP
ajam-34	17	4	statistical	statistical	ADJ
ajam-34	17	5	social	social	ADJ
ajam-34	17	6	and	and	CCONJ
ajam-34	17	7	economic	economic	ADJ
ajam-34	17	8	research	research	NOUN
ajam-34	17	9	(	(	PUNCT
ajam-34	17	10	isser	isser	PROPN
ajam-34	17	11	)	)	PUNCT
ajam-34	17	12	,	,	PUNCT
ajam-34	17	13	2005	2005	NUM
ajam-34	17	14	2010	2010	NUM
ajam-34	17	15	]	]	PUNCT
ajam-34	17	16	.	.	PUNCT
ajam-34	18	1	ghana	ghana	PROPN
ajam-34	18	2	’s	’s	PART
ajam-34	18	3	development	development	NOUN
ajam-34	18	4	strategies	strategy	NOUN
ajam-34	18	5	since	since	SCONJ
ajam-34	18	6	2001	2001	NUM
ajam-34	18	7	have	have	AUX
ajam-34	18	8	sought	seek	VERB
ajam-34	18	9	to	to	PART
ajam-34	18	10	turn	turn	VERB
ajam-34	18	11	the	the	DET
ajam-34	18	12	agricultural	agricultural	ADJ
ajam-34	18	13	sector	sector	NOUN
ajam-34	18	14	around	around	ADV
ajam-34	18	15	through	through	ADP
ajam-34	18	16	modernisation	modernisation	NOUN
ajam-34	18	17	and	and	CCONJ
ajam-34	18	18	commercialisation	commercialisation	NOUN
ajam-34	18	19	of	of	ADP
ajam-34	18	20	smallholder	smallholder	NOUN
ajam-34	18	21	agriculture	agriculture	NOUN
ajam-34	18	22	(	(	PUNCT
ajam-34	18	23	republic	republic	NOUN
ajam-34	18	24	of	of	ADP
ajam-34	18	25	ghana	ghana	PROPN
ajam-34	18	26	,	,	PUNCT
ajam-34	18	27	2003a	2003a	NUM
ajam-34	18	28	,	,	PUNCT
ajam-34	18	29	2006	2006	NUM
ajam-34	18	30	)	)	PUNCT
ajam-34	18	31	.	.	PUNCT
ajam-34	19	1	the	the	DET
ajam-34	19	2	food	food	NOUN
ajam-34	19	3	and	and	CCONJ
ajam-34	19	4	agriculture	agriculture	NOUN
ajam-34	19	5	policy	policy	NOUN
ajam-34	19	6	has	have	VERB
ajam-34	19	7	as	as	ADP
ajam-34	19	8	one	one	NUM
ajam-34	19	9	of	of	ADP
ajam-34	19	10	its	its	PRON
ajam-34	19	11	key	key	ADJ
ajam-34	19	12	objectives	objective	NOUN
ajam-34	19	13	,	,	PUNCT
ajam-34	19	14	integration	integration	NOUN
ajam-34	19	15	of	of	ADP
ajam-34	19	16	smallholders	smallholder	NOUN
ajam-34	19	17	into	into	ADP
ajam-34	19	18	domestic	domestic	ADJ
ajam-34	19	19	and	and	CCONJ
ajam-34	19	20	international	international	ADJ
ajam-34	19	21	markets	market	NOUN
ajam-34	19	22	*	*	PUNCT
ajam-34	19	23	corresponding	correspond	VERB
ajam-34	19	24	author	author	NOUN
ajam-34	19	25	.	.	PUNCT
ajam-34	20	1	e	e	X
ajam-34	20	2	-	-	NOUN
ajam-34	20	3	mail	mail	NOUN
ajam-34	20	4	:	:	PUNCT
ajam-34	20	5	aramatu@ug.edu.gh	aramatu@ug.edu.gh	NOUN
ajam-34	20	6	,	,	PUNCT
ajam-34	20	7	ramatu_mahama@yahoo.com	ramatu_mahama@yahoo.com	X
ajam-34	20	8	.	.	PUNCT
ajam-34	21	1	tel	tel	ADP
ajam-34	21	2	:	:	PUNCT
ajam-34	21	3	+233	+233	NUM
ajam-34	21	4	20	20	NUM
ajam-34	21	5	8154570	8154570	NUM
ajam-34	21	6	.	.	PUNCT
ajam-34	22	1	al	al	PROPN
ajam-34	22	2	-	-	PUNCT
ajam-34	22	3	hassan	hassan	PROPN
ajam-34	22	4	et	et	PROPN
ajam-34	22	5	al	al	PROPN
ajam-34	22	6	.	.	PROPN
ajam-34	22	7	011	011	NUM
ajam-34	22	8	republic	republic	PROPN
ajam-34	22	9	of	of	ADP
ajam-34	22	10	ghana	ghana	PROPN
ajam-34	22	11	,	,	PUNCT
ajam-34	22	12	2007	2007	NUM
ajam-34	22	13	)	)	PUNCT
ajam-34	22	14	with	with	ADP
ajam-34	22	15	improvement	improvement	NOUN
ajam-34	22	16	in	in	ADP
ajam-34	22	17	access	access	NOUN
ajam-34	22	18	to	to	ADP
ajam-34	22	19	market	market	NOUN
ajam-34	22	20	information	information	NOUN
ajam-34	22	21	as	as	ADP
ajam-34	22	22	a	a	DET
ajam-34	22	23	key	key	ADJ
ajam-34	22	24	strategy	strategy	NOUN
ajam-34	22	25	.	.	PUNCT
ajam-34	23	1	the	the	DET
ajam-34	23	2	information	information	NOUN
ajam-34	23	3	communication	communication	NOUN
ajam-34	23	4	technology	technology	NOUN
ajam-34	23	5	(	(	PUNCT
ajam-34	23	6	ict	ict	PROPN
ajam-34	23	7	)	)	PUNCT
ajam-34	23	8	for	for	ADP
ajam-34	23	9	accelerated	accelerate	VERB
ajam-34	23	10	development	development	NOUN
ajam-34	23	11	(	(	PUNCT
ajam-34	23	12	republic	republic	NOUN
ajam-34	23	13	of	of	ADP
ajam-34	23	14	ghana	ghana	PROPN
ajam-34	23	15	,	,	PUNCT
ajam-34	23	16	2003b	2003b	NUM
ajam-34	23	17	)	)	PUNCT
ajam-34	23	18	policy	policy	NOUN
ajam-34	23	19	also	also	ADV
ajam-34	23	20	aims	aim	VERB
ajam-34	23	21	among	among	ADP
ajam-34	23	22	others	other	NOUN
ajam-34	23	23	,	,	PUNCT
ajam-34	23	24	to	to	PART
ajam-34	23	25	facilitate	facilitate	VERB
ajam-34	23	26	the	the	DET
ajam-34	23	27	modernization	modernization	NOUN
ajam-34	23	28	of	of	ADP
ajam-34	23	29	the	the	DET
ajam-34	23	30	agricultural	agricultural	ADJ
ajam-34	23	31	sector	sector	NOUN
ajam-34	23	32	through	through	ADP
ajam-34	23	33	the	the	DET
ajam-34	23	34	deployment	deployment	NOUN
ajam-34	23	35	and	and	CCONJ
ajam-34	23	36	exploitation	exploitation	NOUN
ajam-34	23	37	of	of	ADP
ajam-34	23	38	icts	ict	NOUN
ajam-34	23	39	to	to	PART
ajam-34	23	40	improve	improve	VERB
ajam-34	23	41	the	the	DET
ajam-34	23	42	sector	sector	NOUN
ajam-34	23	43	’s	’s	PART
ajam-34	23	44	efficiency	efficiency	NOUN
ajam-34	23	45	and	and	CCONJ
ajam-34	23	46	productivity	productivity	NOUN
ajam-34	23	47	.	.	PUNCT
ajam-34	24	1	initiatives	initiative	NOUN
ajam-34	24	2	taken	take	VERB
ajam-34	24	3	to	to	PART
ajam-34	24	4	improve	improve	VERB
ajam-34	24	5	investments	investment	NOUN
ajam-34	24	6	in	in	ADP
ajam-34	24	7	ict	ict	PROPN
ajam-34	24	8	deployment	deployment	NOUN
ajam-34	24	9	include	include	VERB
ajam-34	24	10	the	the	DET
ajam-34	24	11	privatisation	privatisation	NOUN
ajam-34	24	12	of	of	ADP
ajam-34	24	13	the	the	DET
ajam-34	24	14	telecommunications	telecommunications	NOUN
ajam-34	24	15	industry	industry	NOUN
ajam-34	24	16	,	,	PUNCT
ajam-34	24	17	establishment	establishment	NOUN
ajam-34	24	18	of	of	ADP
ajam-34	24	19	a	a	DET
ajam-34	24	20	regulatory	regulatory	ADJ
ajam-34	24	21	authority	authority	NOUN
ajam-34	24	22	,	,	PUNCT
ajam-34	24	23	and	and	CCONJ
ajam-34	24	24	investments	investment	NOUN
ajam-34	24	25	in	in	ADP
ajam-34	24	26	infrastructure	infrastructure	NOUN
ajam-34	24	27	such	such	ADJ
ajam-34	24	28	as	as	ADP
ajam-34	24	29	an	an	DET
ajam-34	24	30	internet	internet	NOUN
ajam-34	24	31	backbone	backbone	NOUN
ajam-34	24	32	,	,	PUNCT
ajam-34	24	33	and	and	CCONJ
ajam-34	24	34	masts	mast	NOUN
ajam-34	24	35	for	for	ADP
ajam-34	24	36	mobile	mobile	ADJ
ajam-34	24	37	phones	phone	NOUN
ajam-34	24	38	.	.	PUNCT
ajam-34	25	1	community	community	NOUN
ajam-34	25	2	information	information	NOUN
ajam-34	25	3	centres	centre	NOUN
ajam-34	25	4	(	(	PUNCT
ajam-34	25	5	cics	cic	NOUN
ajam-34	25	6	)	)	PUNCT
ajam-34	25	7	have	have	AUX
ajam-34	25	8	also	also	ADV
ajam-34	25	9	been	be	AUX
ajam-34	25	10	provided	provide	VERB
ajam-34	25	11	in	in	ADP
ajam-34	25	12	several	several	ADJ
ajam-34	25	13	districts	district	NOUN
ajam-34	25	14	to	to	PART
ajam-34	25	15	facilitate	facilitate	VERB
ajam-34	25	16	training	training	NOUN
ajam-34	25	17	in	in	ADP
ajam-34	25	18	ict	ict	NOUN
ajam-34	25	19	on	on	ADP
ajam-34	25	20	a	a	DET
ajam-34	25	21	wide	wide	ADJ
ajam-34	25	22	scale	scale	NOUN
ajam-34	25	23	.	.	PUNCT
ajam-34	26	1	the	the	DET
ajam-34	26	2	focus	focus	NOUN
ajam-34	26	3	on	on	ADP
ajam-34	26	4	ict	ict	PROPN
ajam-34	26	5	-	-	PUNCT
ajam-34	26	6	based	base	VERB
ajam-34	26	7	methods	method	NOUN
ajam-34	26	8	of	of	ADP
ajam-34	26	9	information	information	NOUN
ajam-34	26	10	provision	provision	NOUN
ajam-34	26	11	is	be	AUX
ajam-34	26	12	driven	drive	VERB
ajam-34	26	13	by	by	ADP
ajam-34	26	14	the	the	DET
ajam-34	26	15	role	role	NOUN
ajam-34	26	16	they	they	PRON
ajam-34	26	17	can	can	AUX
ajam-34	26	18	play	play	VERB
ajam-34	26	19	in	in	ADP
ajam-34	26	20	communicating	communicate	VERB
ajam-34	26	21	knowledge	knowledge	NOUN
ajam-34	26	22	and	and	CCONJ
ajam-34	26	23	information	information	NOUN
ajam-34	26	24	to	to	ADP
ajam-34	26	25	rural	rural	ADJ
ajam-34	26	26	farmers	farmer	NOUN
ajam-34	26	27	.	.	PUNCT
ajam-34	27	1	access	access	NOUN
ajam-34	27	2	to	to	ADP
ajam-34	27	3	market	market	NOUN
ajam-34	27	4	information	information	NOUN
ajam-34	27	5	can	can	AUX
ajam-34	27	6	enhance	enhance	VERB
ajam-34	27	7	farmers	farmer	NOUN
ajam-34	27	8	’	'	PUNCT
ajam-34	27	9	access	access	NOUN
ajam-34	27	10	to	to	ADP
ajam-34	27	11	markets	market	NOUN
ajam-34	27	12	through	through	ADP
ajam-34	27	13	better	well	ADJ
ajam-34	27	14	negotiation	negotiation	NOUN
ajam-34	27	15	and	and	CCONJ
ajam-34	27	16	meeting	meet	VERB
ajam-34	27	17	the	the	DET
ajam-34	27	18	demands	demand	NOUN
ajam-34	27	19	of	of	ADP
ajam-34	27	20	the	the	DET
ajam-34	27	21	market	market	NOUN
ajam-34	27	22	(	(	PUNCT
ajam-34	27	23	barrett	barrett	PROPN
ajam-34	27	24	,	,	PUNCT
ajam-34	27	25	2008	2008	NUM
ajam-34	27	26	;	;	PUNCT
ajam-34	27	27	moser	moser	PROPN
ajam-34	27	28	et	et	PROPN
ajam-34	27	29	al	al	PROPN
ajam-34	27	30	.	.	PROPN
ajam-34	27	31	,	,	PUNCT
ajam-34	27	32	2005	2005	NUM
ajam-34	27	33	)	)	PUNCT
ajam-34	27	34	,	,	PUNCT
ajam-34	27	35	on	on	ADP
ajam-34	27	36	condition	condition	NOUN
ajam-34	27	37	that	that	SCONJ
ajam-34	27	38	constraints	constraint	VERB
ajam-34	27	39	to	to	PART
ajam-34	27	40	access	access	NOUN
ajam-34	27	41	to	to	ADP
ajam-34	27	42	inputs	input	NOUN
ajam-34	27	43	are	be	AUX
ajam-34	27	44	addressed	address	VERB
ajam-34	27	45	.	.	PUNCT
ajam-34	28	1	the	the	DET
ajam-34	28	2	ict	ict	NOUN
ajam-34	28	3	tools	tool	NOUN
ajam-34	28	4	have	have	AUX
ajam-34	28	5	included	include	VERB
ajam-34	28	6	modern	modern	ADJ
ajam-34	28	7	tools	tool	NOUN
ajam-34	28	8	such	such	ADJ
ajam-34	28	9	as	as	ADP
ajam-34	28	10	the	the	DET
ajam-34	28	11	internet	internet	NOUN
ajam-34	28	12	,	,	PUNCT
ajam-34	28	13	mobile	mobile	ADJ
ajam-34	28	14	telephony	telephony	NOUN
ajam-34	28	15	,	,	PUNCT
ajam-34	28	16	and	and	CCONJ
ajam-34	28	17	interactive	interactive	ADJ
ajam-34	28	18	video	video	NOUN
ajam-34	28	19	and	and	CCONJ
ajam-34	28	20	cd	cd	PROPN
ajam-34	28	21	-	-	PUNCT
ajam-34	28	22	rom	rom	NOUN
ajam-34	28	23	programs	program	NOUN
ajam-34	28	24	,	,	PUNCT
ajam-34	28	25	as	as	ADV
ajam-34	28	26	well	well	ADV
ajam-34	28	27	as	as	ADP
ajam-34	28	28	traditional	traditional	ADJ
ajam-34	28	29	icts	ict	NOUN
ajam-34	28	30	of	of	ADP
ajam-34	28	31	the	the	DET
ajam-34	28	32	radio	radio	NOUN
ajam-34	28	33	and	and	CCONJ
ajam-34	28	34	television	television	NOUN
ajam-34	28	35	(	(	PUNCT
ajam-34	28	36	munyua	munyua	NOUN
ajam-34	28	37	,	,	PUNCT
ajam-34	28	38	2007	2007	NUM
ajam-34	28	39	)	)	PUNCT
ajam-34	28	40	.	.	PUNCT
ajam-34	29	1	there	there	PRON
ajam-34	29	2	has	have	AUX
ajam-34	29	3	been	be	AUX
ajam-34	29	4	an	an	DET
ajam-34	29	5	increase	increase	NOUN
ajam-34	29	6	in	in	ADP
ajam-34	29	7	the	the	DET
ajam-34	29	8	use	use	NOUN
ajam-34	29	9	of	of	ADP
ajam-34	29	10	ict	ict	PROPN
ajam-34	29	11	applications	application	NOUN
ajam-34	29	12	in	in	ADP
ajam-34	29	13	rural	rural	ADJ
ajam-34	29	14	ghana	ghana	PROPN
ajam-34	29	15	in	in	ADP
ajam-34	29	16	response	response	NOUN
ajam-34	29	17	to	to	ADP
ajam-34	29	18	the	the	DET
ajam-34	29	19	enhanced	enhanced	ADJ
ajam-34	29	20	policy	policy	NOUN
ajam-34	29	21	environment	environment	NOUN
ajam-34	29	22	,	,	PUNCT
ajam-34	29	23	although	although	SCONJ
ajam-34	29	24	issues	issue	NOUN
ajam-34	29	25	of	of	ADP
ajam-34	29	26	availability	availability	NOUN
ajam-34	29	27	of	of	ADP
ajam-34	29	28	the	the	DET
ajam-34	29	29	icts	ict	NOUN
ajam-34	29	30	,	,	PUNCT
ajam-34	29	31	electricity	electricity	NOUN
ajam-34	29	32	,	,	PUNCT
ajam-34	29	33	literacy	literacy	NOUN
ajam-34	29	34	,	,	PUNCT
ajam-34	29	35	telecommunications	telecommunication	NOUN
ajam-34	29	36	and	and	CCONJ
ajam-34	29	37	content	content	NOUN
ajam-34	29	38	are	be	AUX
ajam-34	29	39	still	still	ADV
ajam-34	29	40	prevalent	prevalent	ADJ
ajam-34	29	41	(	(	PUNCT
ajam-34	29	42	sampong	sampong	PROPN
ajam-34	29	43	et	et	PROPN
ajam-34	29	44	al	al	PROPN
ajam-34	29	45	.	.	PROPN
ajam-34	29	46	,	,	PUNCT
ajam-34	29	47	2007	2007	NUM
ajam-34	29	48	;	;	PUNCT
ajam-34	29	49	alemna	alemna	PROPN
ajam-34	29	50	and	and	CCONJ
ajam-34	29	51	sam	sam	PROPN
ajam-34	29	52	,	,	PUNCT
ajam-34	29	53	2006	2006	NUM
ajam-34	29	54	)	)	PUNCT
ajam-34	29	55	.	.	PUNCT
ajam-34	30	1	an	an	DET
ajam-34	30	2	ict	ict	NOUN
ajam-34	30	3	-	-	PUNCT
ajam-34	30	4	based	base	VERB
ajam-34	30	5	agricultural	agricultural	ADJ
ajam-34	30	6	market	market	NOUN
ajam-34	30	7	information	information	NOUN
ajam-34	30	8	service	service	NOUN
ajam-34	30	9	(	(	PUNCT
ajam-34	30	10	mis	mis	PROPN
ajam-34	30	11	)	)	PUNCT
ajam-34	30	12	was	be	AUX
ajam-34	30	13	introduced	introduce	VERB
ajam-34	30	14	by	by	ADP
ajam-34	30	15	the	the	DET
ajam-34	30	16	private	private	ADJ
ajam-34	30	17	sector	sector	NOUN
ajam-34	30	18	[	[	X
ajam-34	30	19	busy	busy	ADJ
ajam-34	30	20	lab	lab	NOUN
ajam-34	30	21	through	through	ADP
ajam-34	30	22	its	its	PRON
ajam-34	30	23	tradenet	tradenet	NOUN
ajam-34	30	24	(	(	PUNCT
ajam-34	30	25	now	now	ADV
ajam-34	30	26	esoko	esoko	PROPN
ajam-34	30	27	)	)	PUNCT
ajam-34	30	28	platform	platform	NOUN
ajam-34	30	29	]	]	PUNCT
ajam-34	30	30	.	.	PUNCT
ajam-34	31	1	in	in	ADP
ajam-34	31	2	2006	2006	NUM
ajam-34	31	3	,	,	PUNCT
ajam-34	31	4	the	the	DET
ajam-34	31	5	sustainable	sustainable	ADJ
ajam-34	31	6	enterprise	enterprise	NOUN
ajam-34	31	7	development	development	NOUN
ajam-34	31	8	foundation	foundation	NOUN
ajam-34	31	9	(	(	PUNCT
ajam-34	31	10	send	send	VERB
ajam-34	31	11	foundation	foundation	PROPN
ajam-34	31	12	)	)	PUNCT
ajam-34	31	13	,	,	PUNCT
ajam-34	31	14	a	a	DET
ajam-34	31	15	nongovernmental	nongovernmental	ADJ
ajam-34	31	16	organisation	organisation	NOUN
ajam-34	31	17	operating	operate	VERB
ajam-34	31	18	in	in	ADP
ajam-34	31	19	the	the	DET
ajam-34	31	20	north	north	NOUN
ajam-34	31	21	-	-	PUNCT
ajam-34	31	22	east	east	NOUN
ajam-34	31	23	of	of	ADP
ajam-34	31	24	ghana	ghana	PROPN
ajam-34	31	25	,	,	PUNCT
ajam-34	31	26	adopted	adopt	VERB
ajam-34	31	27	the	the	DET
ajam-34	31	28	tradenet	tradenet	NOUN
ajam-34	31	29	market	market	NOUN
ajam-34	31	30	information	information	NOUN
ajam-34	31	31	platform	platform	NOUN
ajam-34	31	32	to	to	PART
ajam-34	31	33	access	access	VERB
ajam-34	31	34	market	market	NOUN
ajam-34	31	35	information	information	NOUN
ajam-34	31	36	for	for	ADP
ajam-34	31	37	smallholder	smallholder	NOUN
ajam-34	31	38	farmers	farmer	NOUN
ajam-34	31	39	.	.	PUNCT
ajam-34	32	1	specifically	specifically	ADV
ajam-34	32	2	,	,	PUNCT
ajam-34	32	3	farmers	farmer	NOUN
ajam-34	32	4	were	be	AUX
ajam-34	32	5	trained	train	VERB
ajam-34	32	6	to	to	PART
ajam-34	32	7	access	access	VERB
ajam-34	32	8	and	and	CCONJ
ajam-34	32	9	provide	provide	VERB
ajam-34	32	10	market	market	NOUN
ajam-34	32	11	information	information	NOUN
ajam-34	32	12	through	through	ADP
ajam-34	32	13	text	text	NOUN
ajam-34	32	14	message	message	NOUN
ajam-34	32	15	alerts	alert	NOUN
ajam-34	32	16	using	use	VERB
ajam-34	32	17	cellular	cellular	ADJ
ajam-34	32	18	phones	phone	NOUN
ajam-34	32	19	.	.	PUNCT
ajam-34	33	1	prior	prior	ADV
ajam-34	33	2	to	to	ADP
ajam-34	33	3	this	this	DET
ajam-34	33	4	intervention	intervention	NOUN
ajam-34	33	5	,	,	PUNCT
ajam-34	33	6	send	send	VERB
ajam-34	33	7	foundation	foundation	NOUN
ajam-34	33	8	had	have	AUX
ajam-34	33	9	been	be	AUX
ajam-34	33	10	promoting	promote	VERB
ajam-34	33	11	agricultural	agricultural	ADJ
ajam-34	33	12	activities	activity	NOUN
ajam-34	33	13	and	and	CCONJ
ajam-34	33	14	cooperative	cooperative	ADJ
ajam-34	33	15	credit	credit	NOUN
ajam-34	33	16	unions	union	NOUN
ajam-34	33	17	with	with	ADP
ajam-34	33	18	the	the	DET
ajam-34	33	19	goal	goal	NOUN
ajam-34	33	20	of	of	ADP
ajam-34	33	21	enhancing	enhance	VERB
ajam-34	33	22	food	food	NOUN
ajam-34	33	23	security	security	NOUN
ajam-34	33	24	in	in	ADP
ajam-34	33	25	the	the	DET
ajam-34	33	26	area	area	NOUN
ajam-34	33	27	.	.	PUNCT
ajam-34	34	1	the	the	DET
ajam-34	34	2	objective	objective	NOUN
ajam-34	34	3	of	of	ADP
ajam-34	34	4	introducing	introduce	VERB
ajam-34	34	5	the	the	DET
ajam-34	34	6	ictbased	ictbase	VERB
ajam-34	34	7	mis	mis	NOUN
ajam-34	34	8	was	be	AUX
ajam-34	34	9	to	to	PART
ajam-34	34	10	link	link	VERB
ajam-34	34	11	the	the	DET
ajam-34	34	12	smallholder	smallholder	NOUN
ajam-34	34	13	farmers	farmer	NOUN
ajam-34	34	14	to	to	ADP
ajam-34	34	15	markets	market	NOUN
ajam-34	34	16	and	and	CCONJ
ajam-34	34	17	promote	promote	VERB
ajam-34	34	18	their	their	PRON
ajam-34	34	19	commercialisation	commercialisation	NOUN
ajam-34	34	20	process	process	NOUN
ajam-34	34	21	.	.	PUNCT
ajam-34	35	1	the	the	DET
ajam-34	35	2	project	project	NOUN
ajam-34	35	3	was	be	AUX
ajam-34	35	4	implemented	implement	VERB
ajam-34	35	5	for	for	ADP
ajam-34	35	6	3	3	NUM
ajam-34	35	7	years	year	NOUN
ajam-34	35	8	between	between	ADP
ajam-34	35	9	2006	2006	NUM
ajam-34	35	10	and	and	CCONJ
ajam-34	35	11	2009	2009	NUM
ajam-34	35	12	.	.	PUNCT
ajam-34	36	1	initiatives	initiative	NOUN
ajam-34	36	2	such	such	ADJ
ajam-34	36	3	as	as	ADP
ajam-34	36	4	this	this	PRON
ajam-34	36	5	are	be	AUX
ajam-34	36	6	widespread	widespread	ADJ
ajam-34	36	7	in	in	ADP
ajam-34	36	8	several	several	ADJ
ajam-34	36	9	african	african	ADJ
ajam-34	36	10	countries	country	NOUN
ajam-34	36	11	(	(	PUNCT
ajam-34	36	12	for	for	ADP
ajam-34	36	13	example	example	NOUN
ajam-34	36	14	,	,	PUNCT
ajam-34	36	15	kenya	kenya	PROPN
ajam-34	36	16	agricultural	agricultural	ADJ
ajam-34	36	17	commodity	commodity	PROPN
ajam-34	36	18	exchange	exchange	PROPN
ajam-34	36	19	(	(	PUNCT
ajam-34	36	20	kace	kace	NOUN
ajam-34	36	21	)	)	PUNCT
ajam-34	36	22	and	and	CCONJ
ajam-34	36	23	drumnet	drumnet	VERB
ajam-34	36	24	in	in	ADP
ajam-34	36	25	kenya	kenya	PROPN
ajam-34	36	26	;	;	PUNCT
ajam-34	36	27	malawi	malawi	PROPN
ajam-34	36	28	agriculture	agriculture	PROPN
ajam-34	36	29	commodity	commodity	PROPN
ajam-34	36	30	exchange	exchange	PROPN
ajam-34	36	31	(	(	PUNCT
ajam-34	36	32	mace	mace	PROPN
ajam-34	36	33	)	)	PUNCT
ajam-34	36	34	in	in	ADP
ajam-34	36	35	malawi	malawi	PROPN
ajam-34	36	36	,	,	PUNCT
ajam-34	36	37	market	market	NOUN
ajam-34	36	38	information	information	NOUN
ajam-34	36	39	systems	system	NOUN
ajam-34	36	40	and	and	CCONJ
ajam-34	36	41	traders	trader	NOUN
ajam-34	36	42	’	’	PART
ajam-34	36	43	organisation	organisation	NOUN
ajam-34	36	44	in	in	ADP
ajam-34	36	45	west	west	PROPN
ajam-34	36	46	africa	africa	PROPN
ajam-34	36	47	(	(	PUNCT
ajam-34	36	48	mistowa	mistowa	PROPN
ajam-34	36	49	)	)	PUNCT
ajam-34	36	50	(	(	PUNCT
ajam-34	36	51	tollens	tollen	NOUN
ajam-34	36	52	,	,	PUNCT
ajam-34	36	53	2006	2006	NUM
ajam-34	36	54	;	;	PUNCT
ajam-34	36	55	munyua	munyua	NOUN
ajam-34	36	56	,	,	PUNCT
ajam-34	36	57	2007	2007	NUM
ajam-34	36	58	;	;	PUNCT
ajam-34	36	59	okello	okello	NOUN
ajam-34	36	60	and	and	CCONJ
ajam-34	36	61	ndiragu	ndiragu	ADJ
ajam-34	36	62	,	,	PUNCT
ajam-34	36	63	2009	2009	NUM
ajam-34	36	64	)	)	PUNCT
ajam-34	36	65	.	.	PUNCT
ajam-34	37	1	however	however	ADV
ajam-34	37	2	,	,	PUNCT
ajam-34	37	3	information	information	NOUN
ajam-34	37	4	on	on	ADP
ajam-34	37	5	the	the	DET
ajam-34	37	6	impacts	impact	NOUN
ajam-34	37	7	of	of	ADP
ajam-34	37	8	the	the	DET
ajam-34	37	9	initiatives	initiative	NOUN
ajam-34	37	10	on	on	ADP
ajam-34	37	11	smallholders	smallholder	NOUN
ajam-34	37	12	and	and	CCONJ
ajam-34	37	13	the	the	DET
ajam-34	37	14	markets	market	NOUN
ajam-34	37	15	they	they	PRON
ajam-34	37	16	operate	operate	VERB
ajam-34	37	17	in	in	ADP
ajam-34	37	18	is	be	AUX
ajam-34	37	19	rather	rather	ADV
ajam-34	37	20	sparse	sparse	ADJ
ajam-34	37	21	.	.	PUNCT
ajam-34	38	1	this	this	DET
ajam-34	38	2	paper	paper	NOUN
ajam-34	38	3	assesses	assesse	NOUN
ajam-34	38	4	impact	impact	NOUN
ajam-34	38	5	of	of	ADP
ajam-34	38	6	the	the	DET
ajam-34	38	7	ict	ict	NOUN
ajam-34	38	8	-	-	PUNCT
ajam-34	38	9	based	base	VERB
ajam-34	38	10	mis	mis	PROPN
ajam-34	38	11	implemented	implement	VERB
ajam-34	38	12	in	in	ADP
ajam-34	38	13	north	north	NOUN
ajam-34	38	14	-	-	PUNCT
ajam-34	38	15	east	east	NOUN
ajam-34	38	16	of	of	ADP
ajam-34	38	17	ghana	ghana	PROPN
ajam-34	38	18	.	.	PUNCT
ajam-34	39	1	specifically	specifically	ADV
ajam-34	39	2	,	,	PUNCT
ajam-34	39	3	it	it	PRON
ajam-34	39	4	identifies	identify	VERB
ajam-34	39	5	factors	factor	NOUN
ajam-34	39	6	which	which	PRON
ajam-34	39	7	influenced	influence	VERB
ajam-34	39	8	participation	participation	NOUN
ajam-34	39	9	in	in	ADP
ajam-34	39	10	the	the	DET
ajam-34	39	11	ictbased	ictbased	ADJ
ajam-34	39	12	market	market	NOUN
ajam-34	39	13	information	information	NOUN
ajam-34	39	14	project	project	NOUN
ajam-34	39	15	,	,	PUNCT
ajam-34	39	16	and	and	CCONJ
ajam-34	39	17	assesses	assess	VERB
ajam-34	39	18	the	the	DET
ajam-34	39	19	impact	impact	NOUN
ajam-34	39	20	of	of	ADP
ajam-34	39	21	the	the	DET
ajam-34	39	22	use	use	NOUN
ajam-34	39	23	of	of	ADP
ajam-34	39	24	the	the	DET
ajam-34	39	25	ict	ict	NOUN
ajam-34	39	26	-	-	PUNCT
ajam-34	39	27	based	base	VERB
ajam-34	39	28	mis	mis	NOUN
ajam-34	39	29	on	on	ADP
ajam-34	39	30	the	the	DET
ajam-34	39	31	level	level	NOUN
ajam-34	39	32	of	of	ADP
ajam-34	39	33	commercialisation	commercialisation	NOUN
ajam-34	39	34	and	and	CCONJ
ajam-34	39	35	food	food	NOUN
ajam-34	39	36	security	security	NOUN
ajam-34	39	37	,	,	PUNCT
ajam-34	39	38	which	which	PRON
ajam-34	39	39	are	be	AUX
ajam-34	39	40	the	the	DET
ajam-34	39	41	send	send	NOUN
ajam-34	39	42	project	project	NOUN
ajam-34	39	43	goals	goal	NOUN
ajam-34	39	44	.	.	PUNCT
ajam-34	40	1	methodology	methodology	NOUN
ajam-34	40	2	methods	method	NOUN
ajam-34	40	3	of	of	ADP
ajam-34	40	4	analysis	analysis	NOUN
ajam-34	40	5	the	the	DET
ajam-34	40	6	decision	decision	NOUN
ajam-34	40	7	to	to	PART
ajam-34	40	8	participate	participate	VERB
ajam-34	40	9	is	be	AUX
ajam-34	40	10	modelled	model	VERB
ajam-34	40	11	as	as	ADP
ajam-34	40	12	a	a	DET
ajam-34	40	13	random	random	ADJ
ajam-34	40	14	utility	utility	NOUN
ajam-34	40	15	function	function	NOUN
ajam-34	40	16	.	.	PUNCT
ajam-34	41	1	the	the	DET
ajam-34	41	2	farmer	farmer	NOUN
ajam-34	41	3	decides	decide	VERB
ajam-34	41	4	to	to	PART
ajam-34	41	5	participate	participate	VERB
ajam-34	41	6	if	if	SCONJ
ajam-34	41	7	the	the	DET
ajam-34	41	8	utility	utility	NOUN
ajam-34	41	9	derived	derive	VERB
ajam-34	41	10	from	from	ADP
ajam-34	41	11	participation	participation	NOUN
ajam-34	41	12	exceeds	exceed	VERB
ajam-34	41	13	that	that	SCONJ
ajam-34	41	14	from	from	ADP
ajam-34	41	15	not	not	PART
ajam-34	41	16	participating	participate	VERB
ajam-34	41	17	.	.	PUNCT
ajam-34	42	1	that	that	PRON
ajam-34	42	2	is	be	AUX
ajam-34	42	3	,	,	PUNCT
ajam-34	42	4	u	u	PROPN
ajam-34	42	5	a	a	X
ajam-34	42	6	>	>	X
ajam-34	42	7	u	u	PROPN
ajam-34	42	8	b	b	PROPN
ajam-34	42	9	;	;	PUNCT
ajam-34	42	10	where	where	SCONJ
ajam-34	42	11	a	a	DET
ajam-34	42	12	denotes	denote	NOUN
ajam-34	42	13	participation	participation	NOUN
ajam-34	42	14	and	and	CCONJ
ajam-34	42	15	b	b	NOUN
ajam-34	42	16	denotes	denote	NOUN
ajam-34	42	17	non	non	ADJ
ajam-34	42	18	-	-	NOUN
ajam-34	42	19	participation	participation	NOUN
ajam-34	42	20	.	.	PUNCT
ajam-34	43	1	u	u	NOUN
ajam-34	43	2	a	a	PRON
ajam-34	43	3	and	and	CCONJ
ajam-34	43	4	u	u	NOUN
ajam-34	43	5	b	b	NOUN
ajam-34	43	6	are	be	AUX
ajam-34	43	7	modelled	model	VERB
ajam-34	43	8	as	as	ADP
ajam-34	43	9	:	:	PUNCT
ajam-34	43	10	u	u	NOUN
ajam-34	43	11	a	a	X
ajam-34	43	12	=	=	PUNCT
ajam-34	43	13	x’βa	x’βa	PROPN
ajam-34	43	14	+	+	CCONJ
ajam-34	43	15	εa	εa	NOUN
ajam-34	43	16	and	and	CCONJ
ajam-34	43	17	u	u	NOUN
ajam-34	43	18	b	b	PROPN
ajam-34	43	19	=	=	SYM
ajam-34	43	20	x’βb	x’βb	PROPN
ajam-34	44	1	+	+	CCONJ
ajam-34	44	2	εb	εb	ADP
ajam-34	44	3	since	since	SCONJ
ajam-34	44	4	u	u	PROPN
ajam-34	44	5	a	a	NOUN
ajam-34	44	6	and	and	CCONJ
ajam-34	44	7	u	u	NOUN
ajam-34	44	8	b	b	PROPN
ajam-34	44	9	are	be	AUX
ajam-34	44	10	latent	latent	ADJ
ajam-34	44	11	,	,	PUNCT
ajam-34	44	12	it	it	PRON
ajam-34	44	13	is	be	AUX
ajam-34	44	14	the	the	DET
ajam-34	44	15	probability	probability	NOUN
ajam-34	44	16	of	of	ADP
ajam-34	44	17	the	the	DET
ajam-34	44	18	observed	observe	VERB
ajam-34	44	19	decision	decision	NOUN
ajam-34	44	20	(	(	PUNCT
ajam-34	44	21	participate	participate	VERB
ajam-34	44	22	or	or	CCONJ
ajam-34	44	23	do	do	AUX
ajam-34	44	24	not	not	PART
ajam-34	44	25	participate	participate	VERB
ajam-34	44	26	)	)	PUNCT
ajam-34	44	27	that	that	PRON
ajam-34	44	28	are	be	AUX
ajam-34	44	29	modelled	model	VERB
ajam-34	44	30	:	:	PUNCT
ajam-34	44	31	let	let	VERB
ajam-34	44	32	y	y	PRON
ajam-34	44	33	*	*	VERB
ajam-34	44	34	be	be	AUX
ajam-34	44	35	the	the	DET
ajam-34	44	36	binary	binary	ADJ
ajam-34	44	37	response	response	NOUN
ajam-34	44	38	variable	variable	NOUN
ajam-34	44	39	,	,	PUNCT
ajam-34	44	40	yi*є{0	yi*є{0	NOUN
ajam-34	44	41	,	,	PUNCT
ajam-34	44	42	1	1	NUM
ajam-34	44	43	}	}	PUNCT
ajam-34	44	44	,	,	PUNCT
ajam-34	44	45	i	i	PRON
ajam-34	44	46	=	=	NOUN
ajam-34	44	47	1,	1,	NUM
ajam-34	44	48	…	…	SYM
ajam-34	44	49	,n	,n	PUNCT
ajam-34	44	50	farm	farm	NOUN
ajam-34	44	51	households	household	NOUN
ajam-34	44	52	and	and	CCONJ
ajam-34	44	53	p	p	NOUN
ajam-34	44	54	is	be	AUX
ajam-34	44	55	the	the	DET
ajam-34	44	56	probability	probability	NOUN
ajam-34	44	57	that	that	SCONJ
ajam-34	44	58	yi*=1	yi*=1	PROPN
ajam-34	44	59	given	give	VERB
ajam-34	44	60	x	x	PRON
ajam-34	44	61	;	;	PUNCT
ajam-34	44	62	for	for	ADP
ajam-34	44	63	p(yi*=1|	p(yi*=1|	X
ajam-34	44	64	x	x	X
ajam-34	44	65	)	)	PUNCT
ajam-34	44	66	=	=	NOUN
ajam-34	44	67	prob	prob	NOUN
ajam-34	44	68	(	(	PUNCT
ajam-34	44	69	u	u	NOUN
ajam-34	44	70	a	a	X
ajam-34	44	71	>	>	X
ajam-34	44	72	u	u	PROPN
ajam-34	44	73	b	b	PROPN
ajam-34	44	74	)	)	PUNCT
ajam-34	44	75	=	=	PUNCT
ajam-34	45	1	prob[x’βa	prob[x’βa	PROPN
ajam-34	46	1	+	+	CCONJ
ajam-34	46	2	εa	εa	PROPN
ajam-34	46	3	x’βb	x’βb	NOUN
ajam-34	46	4	εb	εb	ADP
ajam-34	46	5	>	>	X
ajam-34	46	6	0	0	PUNCT
ajam-34	47	1	|	|	NOUN
ajam-34	47	2	x	x	X
ajam-34	47	3	]	]	X
ajam-34	47	4	=	=	X
ajam-34	47	5	prob[x’(βa	prob[x’(βa	NOUN
ajam-34	47	6	βb	βb	PRON
ajam-34	47	7	)	)	PUNCT
ajam-34	47	8	+	+	CCONJ
ajam-34	47	9	εaεb	εaεb	X
ajam-34	47	10	>	>	X
ajam-34	47	11	0	0	NUM
ajam-34	47	12	]	]	X
ajam-34	47	13	=	=	PUNCT
ajam-34	47	14	prob[x’β	prob[x’β	PROPN
ajam-34	47	15	+	+	CCONJ
ajam-34	47	16	ε	ε	PROPN
ajam-34	47	17	>	>	X
ajam-34	47	18	0	0	NUM
ajam-34	47	19	]	]	X
ajam-34	47	20	the	the	DET
ajam-34	47	21	above	above	ADJ
ajam-34	47	22	binary	binary	ADJ
ajam-34	47	23	choice	choice	NOUN
ajam-34	47	24	model	model	NOUN
ajam-34	47	25	is	be	AUX
ajam-34	47	26	estimated	estimate	VERB
ajam-34	47	27	as	as	ADP
ajam-34	47	28	a	a	DET
ajam-34	47	29	logistic	logistic	ADJ
ajam-34	47	30	model	model	NOUN
ajam-34	47	31	specified	specify	VERB
ajam-34	47	32	as	as	SCONJ
ajam-34	47	33	follows	follow	VERB
ajam-34	47	34	:	:	PUNCT
ajam-34	47	35	log	log	VERB
ajam-34	47	36	_	_	NOUN
ajam-34	48	1	p	p	X
ajam-34	49	1	_	_	PUNCT
ajam-34	50	1	=	=	PUNCT
ajam-34	50	2	∝	∝	X
ajam-34	50	3	+	+	CCONJ
ajam-34	50	4	βj	βj	X
ajam-34	50	5	xj	xj	NOUN
ajam-34	50	6	+	+	NUM
ajam-34	50	7	_	_	NOUN
ajam-34	50	8	1−p	1−p	NUM
ajam-34	50	9	(	(	PUNCT
ajam-34	50	10	1	1	X
ajam-34	50	11	)	)	PUNCT
ajam-34	50	12	where	where	SCONJ
ajam-34	50	13	_	_	PUNCT
ajam-34	51	1	_	_	PUNCT
ajam-34	52	1	_	_	PUNCT
ajam-34	53	1	_	_	PUNCT
ajam-34	54	1	_	_	PUNCT
ajam-34	55	1	_	_	PUNCT
ajam-34	55	2	is	be	AUX
ajam-34	55	3	the	the	DET
ajam-34	55	4	odds	odd	NOUN
ajam-34	55	5	of	of	ADP
ajam-34	55	6	y	y	PROPN
ajam-34	55	7	*	*	PUNCT
ajam-34	55	8	=	=	NOUN
ajam-34	55	9	1	1	NUM
ajam-34	55	10	given	give	VERB
ajam-34	55	11	that	that	SCONJ
ajam-34	55	12	xj	xj	PROPN
ajam-34	55	13	and	and	CCONJ
ajam-34	55	14	βj	βj	PRON
ajam-34	55	15	is	be	AUX
ajam-34	55	16	a	a	DET
ajam-34	55	17	vector	vector	NOUN
ajam-34	55	18	of	of	ADP
ajam-34	55	19	regression	regression	NOUN
ajam-34	55	20	coefficients	coefficient	NOUN
ajam-34	55	21	.	.	PUNCT
ajam-34	56	1	βj	βj	PRON
ajam-34	56	2	for	for	ADP
ajam-34	56	3	variable	variable	NOUN
ajam-34	56	4	,	,	PUNCT
ajam-34	56	5	xj	xj	PROPN
ajam-34	56	6	is	be	AUX
ajam-34	56	7	the	the	DET
ajam-34	56	8	log	log	NOUN
ajam-34	56	9	-	-	PUNCT
ajam-34	56	10	odds	odd	NOUN
ajam-34	56	11	and	and	CCONJ
ajam-34	56	12	the	the	DET
ajam-34	56	13	exponential	exponential	ADJ
ajam-34	56	14	form	form	NOUN
ajam-34	56	15	of	of	ADP
ajam-34	56	16	βj	βj	PRON
ajam-34	56	17	is	be	AUX
ajam-34	56	18	the	the	DET
ajam-34	56	19	multiplicative	multiplicative	ADJ
ajam-34	56	20	change	change	NOUN
ajam-34	56	21	in	in	ADP
ajam-34	56	22	the	the	DET
ajam-34	56	23	odds	odd	NOUN
ajam-34	56	24	for	for	ADP
ajam-34	56	25	y	y	PROPN
ajam-34	56	26	*	*	PUNCT
ajam-34	56	27	=	=	NOUN
ajam-34	56	28	1	1	NUM
ajam-34	56	29	when	when	SCONJ
ajam-34	56	30	the	the	DET
ajam-34	56	31	j	j	PROPN
ajam-34	56	32	th	th	X
ajam-34	56	33	variable	variable	ADJ
ajam-34	56	34	increases	increase	NOUN
ajam-34	56	35	by	by	ADP
ajam-34	56	36	one	one	NUM
ajam-34	56	37	unit	unit	NOUN
ajam-34	56	38	,	,	PUNCT
ajam-34	56	39	holding	hold	VERB
ajam-34	56	40	all	all	DET
ajam-34	56	41	other	other	ADJ
ajam-34	56	42	variables	variable	NOUN
ajam-34	56	43	constant	constant	ADJ
ajam-34	56	44	(	(	PUNCT
ajam-34	56	45	finger	finger	NOUN
ajam-34	56	46	and	and	CCONJ
ajam-34	56	47	el	el	PROPN
ajam-34	56	48	benni	benni	PROPN
ajam-34	56	49	,	,	PUNCT
ajam-34	56	50	2011	2011	NUM
ajam-34	56	51	)	)	PUNCT
ajam-34	56	52	.	.	PUNCT
ajam-34	57	1	this	this	DET
ajam-34	57	2	model	model	NOUN
ajam-34	57	3	is	be	AUX
ajam-34	57	4	used	use	VERB
ajam-34	57	5	to	to	PART
ajam-34	57	6	explain	explain	VERB
ajam-34	57	7	farmers	farmer	NOUN
ajam-34	57	8	’	’	PART
ajam-34	57	9	decision	decision	NOUN
ajam-34	57	10	to	to	PART
ajam-34	57	11	participation	participation	VERB
ajam-34	57	12	in	in	ADP
ajam-34	57	13	the	the	DET
ajam-34	57	14	ict	ict	NOUN
ajam-34	57	15	-	-	PUNCT
ajam-34	57	16	based	base	VERB
ajam-34	57	17	market	market	NOUN
ajam-34	57	18	information	information	NOUN
ajam-34	57	19	system	system	NOUN
ajam-34	57	20	in	in	ADP
ajam-34	57	21	the	the	DET
ajam-34	57	22	context	context	NOUN
ajam-34	57	23	of	of	ADP
ajam-34	57	24	adoption	adoption	NOUN
ajam-34	57	25	.	.	PUNCT
ajam-34	58	1	following	follow	VERB
ajam-34	58	2	the	the	DET
ajam-34	58	3	adoption	adoption	NOUN
ajam-34	58	4	literature	literature	NOUN
ajam-34	58	5	,	,	PUNCT
ajam-34	58	6	decisions	decision	NOUN
ajam-34	58	7	to	to	PART
ajam-34	58	8	participate	participate	VERB
ajam-34	58	9	in	in	ADP
ajam-34	58	10	an	an	DET
ajam-34	58	11	innovation	innovation	NOUN
ajam-34	58	12	programme	programme	NOUN
ajam-34	58	13	depend	depend	VERB
ajam-34	58	14	on	on	ADP
ajam-34	58	15	attributes	attribute	NOUN
ajam-34	58	16	of	of	ADP
ajam-34	58	17	the	the	DET
ajam-34	58	18	innovation	innovation	NOUN
ajam-34	58	19	,	,	PUNCT
ajam-34	58	20	channels	channel	NOUN
ajam-34	58	21	of	of	ADP
ajam-34	58	22	communicating	communicate	VERB
ajam-34	58	23	the	the	DET
ajam-34	58	24	innovation	innovation	NOUN
ajam-34	58	25	and	and	CCONJ
ajam-34	58	26	extent	extent	NOUN
ajam-34	58	27	of	of	ADP
ajam-34	58	28	promotion	promotion	NOUN
ajam-34	58	29	,	,	PUNCT
ajam-34	58	30	as	as	ADV
ajam-34	58	31	well	well	ADV
ajam-34	58	32	as	as	ADP
ajam-34	58	33	social	social	ADJ
ajam-34	58	34	systems	system	NOUN
ajam-34	58	35	(	(	PUNCT
ajam-34	58	36	rogers	roger	NOUN
ajam-34	58	37	,	,	PUNCT
ajam-34	58	38	2003	2003	NUM
ajam-34	58	39	)	)	PUNCT
ajam-34	58	40	.	.	PUNCT
ajam-34	59	1	in	in	ADP
ajam-34	59	2	this	this	DET
ajam-34	59	3	paper	paper	NOUN
ajam-34	59	4	,	,	PUNCT
ajam-34	59	5	the	the	DET
ajam-34	59	6	explanatory	explanatory	ADJ
ajam-34	59	7	factors	factor	NOUN
ajam-34	59	8	are	be	AUX
ajam-34	59	9	hypothesized	hypothesize	VERB
ajam-34	59	10	to	to	PART
ajam-34	59	11	be	be	AUX
ajam-34	59	12	observable	observable	ADJ
ajam-34	59	13	personal	personal	ADJ
ajam-34	59	14	characteristics	characteristic	NOUN
ajam-34	59	15	of	of	ADP
ajam-34	59	16	the	the	DET
ajam-34	59	17	farmer	farmer	NOUN
ajam-34	59	18	or	or	CCONJ
ajam-34	59	19	their	their	PRON
ajam-34	59	20	household	household	NOUN
ajam-34	59	21	which	which	PRON
ajam-34	59	22	set	set	VERB
ajam-34	59	23	the	the	DET
ajam-34	59	24	social	social	ADJ
ajam-34	59	25	context	context	NOUN
ajam-34	59	26	(	(	PUNCT
ajam-34	59	27	for	for	ADP
ajam-34	59	28	example	example	NOUN
ajam-34	59	29	,	,	PUNCT
ajam-34	59	30	education	education	NOUN
ajam-34	59	31	,	,	PUNCT
ajam-34	59	32	age	age	NOUN
ajam-34	59	33	and	and	CCONJ
ajam-34	59	34	gender	gender	NOUN
ajam-34	59	35	)	)	PUNCT
ajam-34	59	36	,	,	PUNCT
ajam-34	59	37	awareness	awareness	NOUN
ajam-34	59	38	of	of	ADP
ajam-34	59	39	ict	ict	PROPN
ajam-34	59	40	-	-	PUNCT
ajam-34	59	41	based	base	VERB
ajam-34	59	42	market	market	NOUN
ajam-34	59	43	information	information	NOUN
ajam-34	59	44	project	project	NOUN
ajam-34	59	45	(	(	PUNCT
ajam-34	59	46	determined	determine	VERB
ajam-34	59	47	by	by	ADP
ajam-34	59	48	promotion	promotion	NOUN
ajam-34	59	49	and	and	CCONJ
ajam-34	59	50	communication	communication	NOUN
ajam-34	59	51	)	)	PUNCT
ajam-34	59	52	,	,	PUNCT
ajam-34	59	53	capital	capital	NOUN
ajam-34	59	54	endowment	endowment	NOUN
ajam-34	59	55	,	,	PUNCT
ajam-34	59	56	and	and	CCONJ
ajam-34	59	57	level	level	NOUN
ajam-34	59	58	of	of	ADP
ajam-34	59	59	output	output	NOUN
ajam-34	59	60	commercialization	commercialization	NOUN
ajam-34	59	61	(	(	PUNCT
ajam-34	59	62	indicator	indicator	NOUN
ajam-34	59	63	of	of	ADP
ajam-34	59	64	economic	economic	ADJ
ajam-34	59	65	empowerment	empowerment	NOUN
ajam-34	59	66	as	as	ADV
ajam-34	59	67	well	well	ADV
ajam-34	59	68	as	as	ADP
ajam-34	59	69	need	need	NOUN
ajam-34	59	70	for	for	ADP
ajam-34	59	71	the	the	DET
ajam-34	59	72	innovation	innovation	NOUN
ajam-34	59	73	)	)	PUNCT
ajam-34	59	74	.	.	PUNCT
ajam-34	60	1	membership	membership	NOUN
ajam-34	60	2	in	in	ADP
ajam-34	60	3	a	a	DET
ajam-34	60	4	producer	producer	NOUN
ajam-34	60	5	organization	organization	NOUN
ajam-34	60	6	,	,	PUNCT
ajam-34	60	7	and	and	CCONJ
ajam-34	60	8	number	number	NOUN
ajam-34	60	9	of	of	ADP
ajam-34	60	10	crop	crop	NOUN
ajam-34	60	11	enterprises	enterprise	NOUN
ajam-34	60	12	are	be	AUX
ajam-34	60	13	also	also	ADV
ajam-34	60	14	indicators	indicator	NOUN
ajam-34	60	15	of	of	ADP
ajam-34	60	16	capital	capital	NOUN
ajam-34	60	17	endowment	endowment	NOUN
ajam-34	60	18	.	.	PUNCT
ajam-34	61	1	being	be	AUX
ajam-34	61	2	a	a	DET
ajam-34	61	3	member	member	NOUN
ajam-34	61	4	of	of	ADP
ajam-34	61	5	producer	producer	NOUN
ajam-34	61	6	organization	organization	NOUN
ajam-34	61	7	is	be	AUX
ajam-34	61	8	included	include	VERB
ajam-34	61	9	because	because	SCONJ
ajam-34	61	10	it	it	PRON
ajam-34	61	11	creates	create	VERB
ajam-34	61	12	opportunity	opportunity	NOUN
ajam-34	61	13	for	for	ADP
ajam-34	61	14	social	social	ADJ
ajam-34	61	15	interaction	interaction	NOUN
ajam-34	61	16	which	which	PRON
ajam-34	61	17	the	the	DET
ajam-34	61	18	phone	phone	NOUN
ajam-34	61	19	can	can	AUX
ajam-34	61	20	facilitate	facilitate	VERB
ajam-34	61	21	.	.	PUNCT
ajam-34	62	1	the	the	DET
ajam-34	62	2	radio	radio	NOUN
ajam-34	62	3	and	and	CCONJ
ajam-34	62	4	tv	tv	NOUN
ajam-34	62	5	are	be	AUX
ajam-34	62	6	substitutes	substitute	NOUN
ajam-34	62	7	for	for	ADP
ajam-34	62	8	the	the	DET
ajam-34	62	9	mobile	mobile	ADJ
ajam-34	62	10	phone	phone	NOUN
ajam-34	62	11	as	as	ADP
ajam-34	62	12	a	a	DET
ajam-34	62	13	means	means	NOUN
ajam-34	62	14	of	of	ADP
ajam-34	62	15	accessing	access	VERB
ajam-34	62	16	information	information	NOUN
ajam-34	62	17	but	but	CCONJ
ajam-34	62	18	they	they	PRON
ajam-34	62	19	may	may	AUX
ajam-34	62	20	also	also	ADV
ajam-34	62	21	expose	expose	VERB
ajam-34	62	22	potential	potential	ADJ
ajam-34	62	23	users	user	NOUN
ajam-34	62	24	,	,	PUNCT
ajam-34	62	25	through	through	ADP
ajam-34	62	26	marketing	marketing	NOUN
ajam-34	62	27	,	,	PUNCT
ajam-34	62	28	to	to	ADP
ajam-34	62	29	the	the	DET
ajam-34	62	30	capabilities	capability	NOUN
ajam-34	62	31	of	of	ADP
ajam-34	62	32	the	the	DET
ajam-34	62	33	mobile	mobile	ADJ
ajam-34	62	34	phone	phone	NOUN
ajam-34	62	35	.	.	PUNCT
ajam-34	63	1	previous	previous	ADJ
ajam-34	63	2	participation	participation	NOUN
ajam-34	63	3	in	in	ADP
ajam-34	63	4	an	an	DET
ajam-34	63	5	agriculture	agriculture	NOUN
ajam-34	63	6	development	development	NOUN
ajam-34	63	7	project	project	NOUN
ajam-34	63	8	is	be	AUX
ajam-34	63	9	both	both	PRON
ajam-34	63	10	a	a	DET
ajam-34	63	11	measure	measure	NOUN
ajam-34	63	12	of	of	ADP
ajam-34	63	13	social	social	ADJ
ajam-34	63	14	capital	capital	NOUN
ajam-34	63	15	and	and	CCONJ
ajam-34	63	16	the	the	DET
ajam-34	63	17	farmer	farmer	NOUN
ajam-34	63	18	’s	’s	PART
ajam-34	63	19	appreciation	appreciation	NOUN
ajam-34	63	20	for	for	ADP
ajam-34	63	21	social	social	ADJ
ajam-34	63	22	interaction	interaction	NOUN
ajam-34	63	23	.	.	PUNCT
ajam-34	64	1	distance	distance	NOUN
ajam-34	64	2	to	to	ADP
ajam-34	64	3	main	main	ADJ
ajam-34	64	4	market	market	NOUN
ajam-34	64	5	is	be	AUX
ajam-34	64	6	included	include	VERB
ajam-34	64	7	to	to	PART
ajam-34	64	8	control	control	VERB
ajam-34	64	9	for	for	ADP
ajam-34	64	10	the	the	DET
ajam-34	64	11	trading	trading	NOUN
ajam-34	64	12	environment	environment	NOUN
ajam-34	64	13	,	,	PUNCT
ajam-34	64	14	which	which	PRON
ajam-34	64	15	influences	influence	VERB
ajam-34	64	16	need	need	VERB
ajam-34	64	17	for	for	ADP
ajam-34	64	18	information	information	NOUN
ajam-34	64	19	and	and	CCONJ
ajam-34	64	20	therefore	therefore	ADV
ajam-34	64	21	likelihood	likelihood	NOUN
ajam-34	64	22	of	of	ADP
ajam-34	64	23	participating	participate	VERB
ajam-34	64	24	in	in	ADP
ajam-34	64	25	the	the	DET
ajam-34	64	26	012	012	NUM
ajam-34	64	27	afr	afr	PROPN
ajam-34	64	28	.	.	PUNCT
ajam-34	65	1	j.	j.	PROPN
ajam-34	65	2	agric	agric	PROPN
ajam-34	65	3	.	.	PROPN
ajam-34	66	1	mark	mark	PROPN
ajam-34	66	2	.	.	PUNCT
ajam-34	67	1	table	table	NOUN
ajam-34	67	2	1	1	NUM
ajam-34	67	3	.	.	PUNCT
ajam-34	67	4	explanatory	explanatory	ADJ
ajam-34	67	5	variables	variable	NOUN
ajam-34	67	6	in	in	ADP
ajam-34	67	7	logit	logit	NOUN
ajam-34	67	8	model	model	NOUN
ajam-34	67	9	participation	participation	NOUN
ajam-34	67	10	in	in	ADP
ajam-34	67	11	ict	ict	PROPN
ajam-34	67	12	-	-	PUNCT
ajam-34	67	13	based	base	VERB
ajam-34	67	14	mis	mis	PROPN
ajam-34	67	15	project	project	NOUN
ajam-34	67	16	.	.	PUNCT
ajam-34	68	1	variable	variable	ADJ
ajam-34	68	2	description	description	NOUN
ajam-34	68	3	expected	expect	VERB
ajam-34	68	4	sign	sign	NOUN
ajam-34	68	5	of	of	ADP
ajam-34	68	6	coefficient	coefficient	NOUN
ajam-34	68	7	age	age	NOUN
ajam-34	68	8	gender	gender	NOUN
ajam-34	68	9	education	education	NOUN
ajam-34	68	10	participation	participation	NOUN
ajam-34	68	11	awareness	awareness	NOUN
ajam-34	68	12	radio	radio	NOUN
ajam-34	68	13	tv	tv	NOUN
ajam-34	68	14	radio	radio	NOUN
ajam-34	68	15	/	/	SYM
ajam-34	68	16	tv	tv	NOUN
ajam-34	68	17	land	land	NOUN
ajam-34	68	18	member	member	NOUN
ajam-34	68	19	of	of	ADP
ajam-34	68	20	fbo	fbo	PROPN
ajam-34	68	21	past	past	ADP
ajam-34	68	22	agricultural	agricultural	ADJ
ajam-34	68	23	program	program	NOUN
ajam-34	68	24	needed	need	VERB
ajam-34	68	25	credit	credit	NOUN
ajam-34	68	26	enterprises	enterprise	NOUN
ajam-34	68	27	sold	sell	VERB
ajam-34	68	28	-	-	PUNCT
ajam-34	68	29	out	out	ADP
ajam-34	68	30	distance	distance	NOUN
ajam-34	68	31	to	to	ADP
ajam-34	68	32	local	local	ADJ
ajam-34	68	33	market	market	NOUN
ajam-34	68	34	distance	distance	NOUN
ajam-34	68	35	to	to	AUX
ajam-34	68	36	nearest	near	ADJ
ajam-34	68	37	phone	phone	NOUN
ajam-34	68	38	service	service	NOUN
ajam-34	68	39	asset	asset	NOUN
ajam-34	68	40	age	age	NOUN
ajam-34	68	41	of	of	ADP
ajam-34	68	42	farmer	farmer	NOUN
ajam-34	68	43	(	(	PUNCT
ajam-34	68	44	number	number	NOUN
ajam-34	68	45	of	of	ADP
ajam-34	68	46	years	year	NOUN
ajam-34	68	47	)	)	PUNCT
ajam-34	68	48	gender	gender	NOUN
ajam-34	68	49	dummy	dummy	NOUN
ajam-34	68	50	(	(	PUNCT
ajam-34	68	51	1	1	NUM
ajam-34	68	52	if	if	SCONJ
ajam-34	68	53	farmer	farmer	NOUN
ajam-34	68	54	is	be	AUX
ajam-34	68	55	a	a	DET
ajam-34	68	56	male	male	NOUN
ajam-34	68	57	and	and	CCONJ
ajam-34	68	58	0	0	NUM
ajam-34	68	59	otherwise	otherwise	ADV
ajam-34	68	60	)	)	PUNCT
ajam-34	68	61	number	number	NOUN
ajam-34	68	62	of	of	ADP
ajam-34	68	63	years	year	NOUN
ajam-34	68	64	of	of	ADP
ajam-34	68	65	schooling	schooling	NOUN
ajam-34	68	66	of	of	ADP
ajam-34	68	67	farmer	farmer	NOUN
ajam-34	68	68	participation	participation	NOUN
ajam-34	68	69	in	in	ADP
ajam-34	68	70	ecamic	ecamic	ADJ
ajam-34	68	71	project	project	NOUN
ajam-34	68	72	(	(	PUNCT
ajam-34	68	73	1	1	NUM
ajam-34	68	74	if	if	SCONJ
ajam-34	68	75	farmer	farmer	NOUN
ajam-34	68	76	is	be	AUX
ajam-34	68	77	a	a	DET
ajam-34	68	78	participant	participant	ADJ
ajam-34	68	79	and	and	CCONJ
ajam-34	68	80	0	0	NUM
ajam-34	68	81	otherwise	otherwise	ADV
ajam-34	68	82	)	)	PUNCT
ajam-34	68	83	awareness	awareness	NOUN
ajam-34	68	84	of	of	ADP
ajam-34	68	85	the	the	DET
ajam-34	68	86	ecamic	ecamic	ADJ
ajam-34	68	87	project	project	NOUN
ajam-34	68	88	(	(	PUNCT
ajam-34	68	89	1	1	NUM
ajam-34	68	90	if	if	SCONJ
ajam-34	68	91	farmer	farmer	NOUN
ajam-34	68	92	is	be	AUX
ajam-34	68	93	aware	aware	ADJ
ajam-34	68	94	and	and	CCONJ
ajam-34	68	95	0	0	NUM
ajam-34	68	96	otherwise	otherwise	ADV
ajam-34	68	97	)	)	PUNCT
ajam-34	68	98	radio	radio	NOUN
ajam-34	68	99	dummy	dummy	NOUN
ajam-34	68	100	(	(	PUNCT
ajam-34	68	101	1	1	NUM
ajam-34	68	102	if	if	SCONJ
ajam-34	68	103	farmer	farmer	NOUN
ajam-34	68	104	had	have	VERB
ajam-34	68	105	a	a	DET
ajam-34	68	106	radio	radio	NOUN
ajam-34	68	107	and	and	CCONJ
ajam-34	68	108	0	0	NUM
ajam-34	68	109	otherwise	otherwise	ADV
ajam-34	68	110	)	)	PUNCT
ajam-34	68	111	television	television	NOUN
ajam-34	68	112	dummy	dummy	NOUN
ajam-34	68	113	(	(	PUNCT
ajam-34	68	114	1	1	NUM
ajam-34	68	115	if	if	SCONJ
ajam-34	68	116	farmer	farmer	NOUN
ajam-34	68	117	had	have	VERB
ajam-34	68	118	a	a	DET
ajam-34	68	119	television	television	NOUN
ajam-34	68	120	and	and	CCONJ
ajam-34	68	121	0	0	NUM
ajam-34	68	122	otherwise	otherwise	ADV
ajam-34	68	123	)	)	PUNCT
ajam-34	68	124	radio	radio	NOUN
ajam-34	68	125	and	and	CCONJ
ajam-34	68	126	tv	tv	NOUN
ajam-34	68	127	dummy	dummy	NOUN
ajam-34	68	128	(	(	PUNCT
ajam-34	68	129	1	1	NUM
ajam-34	68	130	if	if	SCONJ
ajam-34	68	131	farmer	farmer	NOUN
ajam-34	68	132	had	have	VERB
ajam-34	68	133	a	a	DET
ajam-34	68	134	radio	radio	NOUN
ajam-34	68	135	and/or	and/or	CCONJ
ajam-34	68	136	tv	tv	NOUN
ajam-34	68	137	and	and	CCONJ
ajam-34	68	138	0	0	NUM
ajam-34	68	139	otherwise	otherwise	ADV
ajam-34	68	140	)	)	PUNCT
ajam-34	68	141	size	size	NOUN
ajam-34	68	142	of	of	ADP
ajam-34	68	143	land	land	NOUN
ajam-34	68	144	cultivated	cultivate	VERB
ajam-34	68	145	before	before	ADP
ajam-34	68	146	ecamic	ecamic	ADJ
ajam-34	68	147	project	project	PROPN
ajam-34	68	148	inception	inception	NOUN
ajam-34	68	149	(	(	PUNCT
ajam-34	68	150	acres	acre	NOUN
ajam-34	68	151	)	)	PUNCT
ajam-34	68	152	dummy	dummy	NOUN
ajam-34	68	153	for	for	ADP
ajam-34	68	154	fbo	fbo	PROPN
ajam-34	68	155	membership	membership	NOUN
ajam-34	68	156	(	(	PUNCT
ajam-34	68	157	1	1	NUM
ajam-34	68	158	if	if	SCONJ
ajam-34	68	159	farmer	farmer	NOUN
ajam-34	68	160	hold	hold	VERB
ajam-34	68	161	any	any	DET
ajam-34	68	162	membership	membership	NOUN
ajam-34	68	163	a	a	DET
ajam-34	68	164	farmer	farmer	NOUN
ajam-34	68	165	-	-	PUNCT
ajam-34	68	166	based	base	VERB
ajam-34	68	167	organization	organization	NOUN
ajam-34	68	168	and	and	CCONJ
ajam-34	68	169	0	0	NUM
ajam-34	68	170	otherwise	otherwise	ADV
ajam-34	68	171	)	)	PUNCT
ajam-34	68	172	ever	ever	ADV
ajam-34	68	173	participated	participate	VERB
ajam-34	68	174	in	in	ADP
ajam-34	68	175	an	an	DET
ajam-34	68	176	agricultural	agricultural	ADJ
ajam-34	68	177	program	program	NOUN
ajam-34	68	178	in	in	ADP
ajam-34	68	179	the	the	DET
ajam-34	68	180	last	last	ADJ
ajam-34	68	181	5	5	NUM
ajam-34	68	182	years	year	NOUN
ajam-34	68	183	(	(	PUNCT
ajam-34	68	184	1	1	NUM
ajam-34	68	185	if	if	SCONJ
ajam-34	68	186	farmer	farmer	NOUN
ajam-34	68	187	has	have	AUX
ajam-34	68	188	ever	ever	ADV
ajam-34	68	189	participated	participate	VERB
ajam-34	68	190	and	and	CCONJ
ajam-34	68	191	0	0	NUM
ajam-34	68	192	otherwise	otherwise	ADV
ajam-34	68	193	)	)	PUNCT
ajam-34	68	194	dummy	dummy	NOUN
ajam-34	68	195	for	for	ADP
ajam-34	68	196	need	need	NOUN
ajam-34	68	197	for	for	ADP
ajam-34	68	198	credit	credit	NOUN
ajam-34	68	199	(	(	PUNCT
ajam-34	68	200	1	1	NUM
ajam-34	68	201	if	if	SCONJ
ajam-34	68	202	farmer	farmer	NOUN
ajam-34	68	203	needed	need	VERB
ajam-34	68	204	credit	credit	NOUN
ajam-34	68	205	for	for	ADP
ajam-34	68	206	an	an	DET
ajam-34	68	207	agricultural	agricultural	ADJ
ajam-34	68	208	activity	activity	NOUN
ajam-34	68	209	and	and	CCONJ
ajam-34	68	210	0	0	NUM
ajam-34	68	211	otherwise	otherwise	ADV
ajam-34	68	212	)	)	PUNCT
ajam-34	68	213	number	number	NOUN
ajam-34	68	214	of	of	ADP
ajam-34	68	215	crops	crop	NOUN
ajam-34	68	216	produced	produce	VERB
ajam-34	68	217	by	by	ADP
ajam-34	68	218	the	the	DET
ajam-34	68	219	farmer	farmer	NOUN
ajam-34	68	220	(	(	PUNCT
ajam-34	68	221	number	number	NOUN
ajam-34	68	222	)	)	PUNCT
ajam-34	68	223	proportion	proportion	NOUN
ajam-34	68	224	of	of	ADP
ajam-34	68	225	total	total	ADJ
ajam-34	68	226	output	output	NOUN
ajam-34	68	227	sold	sell	VERB
ajam-34	68	228	distance	distance	NOUN
ajam-34	68	229	(	(	PUNCT
ajam-34	68	230	in	in	ADP
ajam-34	68	231	kilometers	kilometer	NOUN
ajam-34	68	232	)	)	PUNCT
ajam-34	68	233	to	to	AUX
ajam-34	68	234	nearest	near	ADJ
ajam-34	68	235	local	local	ADJ
ajam-34	68	236	market	market	NOUN
ajam-34	68	237	(	(	PUNCT
ajam-34	68	238	natural	natural	ADJ
ajam-34	68	239	logged	logged	ADJ
ajam-34	68	240	)	)	PUNCT
ajam-34	68	241	distance	distance	NOUN
ajam-34	68	242	(	(	PUNCT
ajam-34	68	243	in	in	ADP
ajam-34	68	244	kilometers	kilometer	NOUN
ajam-34	68	245	)	)	PUNCT
ajam-34	68	246	to	to	ADP
ajam-34	68	247	nearest	near	ADJ
ajam-34	68	248	mobile	mobile	ADJ
ajam-34	68	249	phone	phone	NOUN
ajam-34	68	250	service	service	NOUN
ajam-34	68	251	(	(	PUNCT
ajam-34	68	252	natural	natural	ADJ
ajam-34	68	253	logged	logged	ADJ
ajam-34	68	254	)	)	PUNCT
ajam-34	68	255	value	value	NOUN
ajam-34	68	256	of	of	ADP
ajam-34	68	257	farmer	farmer	NOUN
ajam-34	68	258	’s	’s	PART
ajam-34	68	259	assets	asset	NOUN
ajam-34	68	260	(	(	PUNCT
ajam-34	68	261	natural	natural	ADJ
ajam-34	68	262	logged	log	VERB
ajam-34	68	263	)	)	PUNCT
ajam-34	68	264	+	+	PUNCT
ajam-34	69	1	+	+	ADJ
ajam-34	69	2	/	/	SYM
ajam-34	69	3	+	+	PUNCT
ajam-34	69	4	+	+	PUNCT
ajam-34	69	5	+	+	PUNCT
ajam-34	69	6	+	+	CCONJ
ajam-34	69	7	+	+	CCONJ
ajam-34	69	8	project	project	NOUN
ajam-34	69	9	to	to	PART
ajam-34	69	10	access	access	VERB
ajam-34	69	11	information	information	NOUN
ajam-34	69	12	.	.	PUNCT
ajam-34	70	1	although	although	SCONJ
ajam-34	70	2	owning	own	VERB
ajam-34	70	3	the	the	DET
ajam-34	70	4	cell	cell	NOUN
ajam-34	70	5	phone	phone	NOUN
ajam-34	70	6	is	be	AUX
ajam-34	70	7	not	not	PART
ajam-34	70	8	a	a	DET
ajam-34	70	9	requirement	requirement	NOUN
ajam-34	70	10	for	for	ADP
ajam-34	70	11	participation	participation	NOUN
ajam-34	70	12	,	,	PUNCT
ajam-34	70	13	those	those	PRON
ajam-34	70	14	who	who	PRON
ajam-34	70	15	own	own	VERB
ajam-34	70	16	mobile	mobile	ADJ
ajam-34	70	17	phones	phone	NOUN
ajam-34	70	18	are	be	AUX
ajam-34	70	19	more	more	ADV
ajam-34	70	20	likely	likely	ADJ
ajam-34	70	21	to	to	PART
ajam-34	70	22	participate	participate	VERB
ajam-34	70	23	in	in	ADP
ajam-34	70	24	the	the	DET
ajam-34	70	25	ict	ict	NOUN
ajam-34	70	26	-	-	PUNCT
ajam-34	70	27	based	base	VERB
ajam-34	70	28	market	market	NOUN
ajam-34	70	29	information	information	NOUN
ajam-34	70	30	project	project	NOUN
ajam-34	70	31	;	;	PUNCT
ajam-34	70	32	the	the	DET
ajam-34	70	33	reverse	reverse	NOUN
ajam-34	70	34	is	be	AUX
ajam-34	70	35	true	true	ADJ
ajam-34	70	36	because	because	SCONJ
ajam-34	70	37	in	in	ADP
ajam-34	70	38	both	both	DET
ajam-34	70	39	situations	situation	NOUN
ajam-34	70	40	the	the	DET
ajam-34	70	41	mobile	mobile	ADJ
ajam-34	70	42	phone	phone	NOUN
ajam-34	70	43	is	be	AUX
ajam-34	70	44	the	the	DET
ajam-34	70	45	tool	tool	NOUN
ajam-34	70	46	for	for	ADP
ajam-34	70	47	accessing	access	VERB
ajam-34	70	48	the	the	DET
ajam-34	70	49	information	information	NOUN
ajam-34	70	50	.	.	PUNCT
ajam-34	71	1	the	the	DET
ajam-34	71	2	explanatory	explanatory	ADJ
ajam-34	71	3	variables	variable	NOUN
ajam-34	71	4	for	for	ADP
ajam-34	71	5	participation	participation	NOUN
ajam-34	71	6	in	in	ADP
ajam-34	71	7	the	the	DET
ajam-34	71	8	ict	ict	NOUN
ajam-34	71	9	-	-	PUNCT
ajam-34	71	10	based	base	VERB
ajam-34	71	11	mis	mis	PROPN
ajam-34	71	12	project	project	NOUN
ajam-34	71	13	are	be	AUX
ajam-34	71	14	summarized	summarize	VERB
ajam-34	71	15	in	in	ADP
ajam-34	71	16	table	table	NOUN
ajam-34	71	17	1	1	NUM
ajam-34	71	18	.	.	PUNCT
ajam-34	72	1	the	the	DET
ajam-34	72	2	impact	impact	NOUN
ajam-34	72	3	of	of	ADP
ajam-34	72	4	participation	participation	NOUN
ajam-34	72	5	in	in	ADP
ajam-34	72	6	the	the	DET
ajam-34	72	7	ict	ict	NOUN
ajam-34	72	8	-	-	PUNCT
ajam-34	72	9	based	base	VERB
ajam-34	72	10	mis	mis	PROPN
ajam-34	72	11	project	project	NOUN
ajam-34	72	12	is	be	AUX
ajam-34	72	13	assessed	assess	VERB
ajam-34	72	14	via	via	ADP
ajam-34	72	15	the	the	DET
ajam-34	72	16	method	method	NOUN
ajam-34	72	17	of	of	ADP
ajam-34	72	18	propensity	propensity	NOUN
ajam-34	72	19	score	score	NOUN
ajam-34	72	20	matching	matching	NOUN
ajam-34	72	21	(	(	PUNCT
ajam-34	72	22	psm	psm	NOUN
ajam-34	72	23	)	)	PUNCT
ajam-34	72	24	,	,	PUNCT
ajam-34	72	25	which	which	PRON
ajam-34	72	26	is	be	AUX
ajam-34	72	27	used	use	VERB
ajam-34	72	28	to	to	PART
ajam-34	72	29	correct	correct	VERB
ajam-34	72	30	selection	selection	NOUN
ajam-34	72	31	bias	bias	NOUN
ajam-34	72	32	in	in	ADP
ajam-34	72	33	the	the	DET
ajam-34	72	34	assessment	assessment	NOUN
ajam-34	72	35	of	of	ADP
ajam-34	72	36	impact	impact	NOUN
ajam-34	72	37	based	base	VERB
ajam-34	72	38	on	on	ADP
ajam-34	72	39	a	a	DET
ajam-34	72	40	control	control	NOUN
ajam-34	72	41	group	group	NOUN
ajam-34	72	42	of	of	ADP
ajam-34	72	43	non	non	NOUN
ajam-34	72	44	-	-	NOUN
ajam-34	72	45	participants	participant	NOUN
ajam-34	72	46	(	(	PUNCT
ajam-34	72	47	becerril	becerril	NOUN
ajam-34	72	48	and	and	CCONJ
ajam-34	72	49	abdulai	abdulai	ADJ
ajam-34	72	50	,	,	PUNCT
ajam-34	72	51	2009	2009	NUM
ajam-34	72	52	;	;	PUNCT
ajam-34	72	53	ali	ali	PROPN
ajam-34	72	54	and	and	CCONJ
ajam-34	72	55	abdulai	abdulai	ADJ
ajam-34	72	56	,	,	PUNCT
ajam-34	72	57	2010	2010	NUM
ajam-34	72	58	)	)	PUNCT
ajam-34	72	59	.	.	PUNCT
ajam-34	73	1	the	the	DET
ajam-34	73	2	aim	aim	NOUN
ajam-34	73	3	of	of	ADP
ajam-34	73	4	matching	matching	NOUN
ajam-34	73	5	is	be	AUX
ajam-34	73	6	to	to	ADP
ajam-34	73	7	line	line	NOUN
ajam-34	73	8	-	-	PUNCT
ajam-34	73	9	up	up	ADP
ajam-34	73	10	comparison	comparison	NOUN
ajam-34	73	11	individuals	individual	NOUN
ajam-34	73	12	to	to	ADP
ajam-34	73	13	sufficient	sufficient	ADJ
ajam-34	73	14	observable	observable	ADJ
ajam-34	73	15	factors	factor	NOUN
ajam-34	73	16	to	to	PART
ajam-34	73	17	remove	remove	VERB
ajam-34	73	18	systematic	systematic	ADJ
ajam-34	73	19	differences	difference	NOUN
ajam-34	73	20	in	in	ADP
ajam-34	73	21	the	the	DET
ajam-34	73	22	outcome	outcome	NOUN
ajam-34	73	23	between	between	ADP
ajam-34	73	24	treated	treat	VERB
ajam-34	73	25	and	and	CCONJ
ajam-34	73	26	nontreated	nontreate	VERB
ajam-34	73	27	(	(	PUNCT
ajam-34	73	28	blundell	blundell	PROPN
ajam-34	73	29	and	and	CCONJ
ajam-34	73	30	costa	costa	PROPN
ajam-34	73	31	dias	dias	PROPN
ajam-34	73	32	,	,	PUNCT
ajam-34	73	33	2008	2008	NUM
ajam-34	73	34	;	;	PUNCT
ajam-34	73	35	deheja	deheja	ADJ
ajam-34	73	36	and	and	CCONJ
ajam-34	73	37	wahba	wahba	ADJ
ajam-34	73	38	,	,	PUNCT
ajam-34	73	39	2002	2002	NUM
ajam-34	73	40	)	)	PUNCT
ajam-34	73	41	.	.	PUNCT
ajam-34	74	1	psm	psm	PROPN
ajam-34	74	2	takes	take	VERB
ajam-34	74	3	two	two	NUM
ajam-34	74	4	individuals	individual	NOUN
ajam-34	74	5	that	that	PRON
ajam-34	74	6	are	be	AUX
ajam-34	74	7	exactly	exactly	ADV
ajam-34	74	8	similar	similar	ADJ
ajam-34	74	9	in	in	ADP
ajam-34	74	10	all	all	DET
ajam-34	74	11	characteristics	characteristic	NOUN
ajam-34	74	12	except	except	SCONJ
ajam-34	74	13	the	the	DET
ajam-34	74	14	treatment	treatment	NOUN
ajam-34	74	15	(	(	PUNCT
ajam-34	74	16	in	in	ADP
ajam-34	74	17	this	this	DET
ajam-34	74	18	case	case	NOUN
ajam-34	74	19	,	,	PUNCT
ajam-34	74	20	participation	participation	NOUN
ajam-34	74	21	in	in	ADP
ajam-34	74	22	ecamic	ecamic	ADJ
ajam-34	74	23	)	)	PUNCT
ajam-34	74	24	and	and	CCONJ
ajam-34	74	25	computes	compute	VERB
ajam-34	74	26	the	the	DET
ajam-34	74	27	difference	difference	NOUN
ajam-34	74	28	in	in	ADP
ajam-34	74	29	the	the	DET
ajam-34	74	30	outcome	outcome	NOUN
ajam-34	74	31	between	between	ADP
ajam-34	74	32	them	they	PRON
ajam-34	74	33	.	.	PUNCT
ajam-34	75	1	the	the	DET
ajam-34	75	2	outcome	outcome	NOUN
ajam-34	75	3	variables	variable	NOUN
ajam-34	75	4	used	use	VERB
ajam-34	75	5	in	in	ADP
ajam-34	75	6	this	this	DET
ajam-34	75	7	study	study	NOUN
ajam-34	75	8	are	be	AUX
ajam-34	75	9	,	,	PUNCT
ajam-34	75	10	income	income	NOUN
ajam-34	75	11	from	from	ADP
ajam-34	75	12	crop	crop	NOUN
ajam-34	75	13	sales	sale	NOUN
ajam-34	75	14	,	,	PUNCT
ajam-34	75	15	the	the	DET
ajam-34	75	16	extent	extent	NOUN
ajam-34	75	17	of	of	ADP
ajam-34	75	18	commercialisation	commercialisation	NOUN
ajam-34	75	19	,	,	PUNCT
ajam-34	75	20	and	and	CCONJ
ajam-34	75	21	level	level	NOUN
ajam-34	75	22	of	of	ADP
ajam-34	75	23	food	food	NOUN
ajam-34	75	24	security	security	NOUN
ajam-34	75	25	.	.	PUNCT
ajam-34	76	1	household	household	NOUN
ajam-34	76	2	commercialisation	commercialisation	NOUN
ajam-34	76	3	is	be	AUX
ajam-34	76	4	measured	measure	VERB
ajam-34	76	5	by	by	ADP
ajam-34	76	6	the	the	DET
ajam-34	76	7	share	share	NOUN
ajam-34	76	8	of	of	ADP
ajam-34	76	9	crop	crop	NOUN
ajam-34	76	10	output	output	NOUN
ajam-34	76	11	sold	sell	VERB
ajam-34	76	12	;	;	PUNCT
ajam-34	76	13	this	this	PRON
ajam-34	76	14	is	be	AUX
ajam-34	76	15	a	a	DET
ajam-34	76	16	partial	partial	ADJ
ajam-34	76	17	measure	measure	NOUN
ajam-34	76	18	that	that	PRON
ajam-34	76	19	captures	capture	VERB
ajam-34	76	20	commercialisation	commercialisation	NOUN
ajam-34	76	21	on	on	ADP
ajam-34	76	22	the	the	DET
ajam-34	76	23	output	output	NOUN
ajam-34	76	24	side	side	NOUN
ajam-34	76	25	only	only	ADV
ajam-34	76	26	.	.	PUNCT
ajam-34	77	1	food	food	NOUN
ajam-34	77	2	security	security	NOUN
ajam-34	77	3	is	be	AUX
ajam-34	77	4	measured	measure	VERB
ajam-34	77	5	by	by	ADP
ajam-34	77	6	the	the	DET
ajam-34	77	7	number	number	NOUN
ajam-34	77	8	of	of	ADP
ajam-34	77	9	months	month	NOUN
ajam-34	77	10	the	the	DET
ajam-34	77	11	farmers	farmer	NOUN
ajam-34	77	12	’	’	PART
ajam-34	77	13	major	major	ADJ
ajam-34	77	14	staple	staple	NOUN
ajam-34	77	15	last	last	ADJ
ajam-34	77	16	through	through	ADP
ajam-34	77	17	the	the	DET
ajam-34	77	18	year	year	NOUN
ajam-34	77	19	and	and	CCONJ
ajam-34	77	20	also	also	ADV
ajam-34	77	21	a	a	DET
ajam-34	77	22	dummy	dummy	ADJ
ajam-34	77	23	variable	variable	NOUN
ajam-34	77	24	with	with	ADP
ajam-34	77	25	1	1	NUM
ajam-34	77	26	if	if	SCONJ
ajam-34	77	27	the	the	DET
ajam-34	77	28	household	household	NOUN
ajam-34	77	29	calorie	calorie	NOUN
ajam-34	77	30	intake	intake	NOUN
ajam-34	77	31	per	per	ADP
ajam-34	77	32	person	person	NOUN
ajam-34	77	33	meets	meet	VERB
ajam-34	77	34	the	the	DET
ajam-34	77	35	recommended	recommend	VERB
ajam-34	77	36	daily	daily	ADJ
ajam-34	77	37	allowance	allowance	NOUN
ajam-34	77	38	.	.	PUNCT
ajam-34	78	1	in	in	ADP
ajam-34	78	2	this	this	DET
ajam-34	78	3	study	study	NOUN
ajam-34	78	4	,	,	PUNCT
ajam-34	78	5	the	the	DET
ajam-34	78	6	observable	observable	ADJ
ajam-34	78	7	characteristics	characteristic	NOUN
ajam-34	78	8	by	by	ADP
ajam-34	78	9	which	which	PRON
ajam-34	78	10	participants	participant	NOUN
ajam-34	78	11	and	and	CCONJ
ajam-34	78	12	non	non	NOUN
ajam-34	78	13	-	-	NOUN
ajam-34	78	14	participants	participant	NOUN
ajam-34	78	15	are	be	AUX
ajam-34	78	16	paired	pair	VERB
ajam-34	78	17	are	be	AUX
ajam-34	78	18	age	age	NOUN
ajam-34	78	19	,	,	PUNCT
ajam-34	78	20	education	education	NOUN
ajam-34	78	21	,	,	PUNCT
ajam-34	78	22	value	value	NOUN
ajam-34	78	23	of	of	ADP
ajam-34	78	24	assets	asset	NOUN
ajam-34	78	25	and	and	CCONJ
ajam-34	78	26	distance	distance	NOUN
ajam-34	78	27	to	to	AUX
ajam-34	78	28	nearest	near	ADJ
ajam-34	78	29	local	local	ADJ
ajam-34	78	30	market	market	NOUN
ajam-34	78	31	and	and	CCONJ
ajam-34	78	32	distance	distance	NOUN
ajam-34	78	33	to	to	ADP
ajam-34	78	34	centres	centre	NOUN
ajam-34	78	35	with	with	ADP
ajam-34	78	36	electricity	electricity	NOUN
ajam-34	78	37	.	.	PUNCT
ajam-34	79	1	kernel	kernel	PROPN
ajam-34	79	2	based	base	VERB
ajam-34	79	3	matching	matching	PROPN
ajam-34	79	4	(	(	PUNCT
ajam-34	79	5	kbm	kbm	NOUN
ajam-34	79	6	)	)	PUNCT
ajam-34	79	7	of	of	ADP
ajam-34	79	8	participants	participant	NOUN
ajam-34	79	9	and	and	CCONJ
ajam-34	79	10	nonparticipants	nonparticipant	NOUN
ajam-34	79	11	are	be	AUX
ajam-34	79	12	used	use	VERB
ajam-34	79	13	.	.	PUNCT
ajam-34	80	1	data	datum	NOUN
ajam-34	80	2	the	the	DET
ajam-34	80	3	data	data	NOUN
ajam-34	80	4	is	be	AUX
ajam-34	80	5	from	from	ADP
ajam-34	80	6	a	a	DET
ajam-34	80	7	sample	sample	NOUN
ajam-34	80	8	survey	survey	NOUN
ajam-34	80	9	of	of	ADP
ajam-34	80	10	346	346	NUM
ajam-34	80	11	households	household	NOUN
ajam-34	80	12	,	,	PUNCT
ajam-34	80	13	using	use	VERB
ajam-34	80	14	a	a	DET
ajam-34	80	15	structured	structured	ADJ
ajam-34	80	16	questionnaire	questionnaire	NOUN
ajam-34	80	17	.	.	PUNCT
ajam-34	81	1	the	the	DET
ajam-34	81	2	study	study	NOUN
ajam-34	81	3	area	area	NOUN
ajam-34	81	4	was	be	AUX
ajam-34	81	5	stratified	stratify	VERB
ajam-34	81	6	into	into	ADP
ajam-34	81	7	project	project	NOUN
ajam-34	81	8	and	and	CCONJ
ajam-34	81	9	non	non	ADJ
ajam-34	81	10	-	-	ADJ
ajam-34	81	11	project	project	ADJ
ajam-34	81	12	communities	community	NOUN
ajam-34	81	13	.	.	PUNCT
ajam-34	82	1	a	a	DET
ajam-34	82	2	total	total	NOUN
ajam-34	82	3	of	of	ADP
ajam-34	82	4	159	159	NUM
ajam-34	82	5	beneficiary	beneficiary	NOUN
ajam-34	82	6	and	and	CCONJ
ajam-34	82	7	112	112	NUM
ajam-34	82	8	non	non	ADJ
ajam-34	82	9	-	-	ADJ
ajam-34	82	10	beneficiary	beneficiary	ADJ
ajam-34	82	11	respondents	respondent	NOUN
ajam-34	82	12	were	be	AUX
ajam-34	82	13	selected	select	VERB
ajam-34	82	14	randomly	randomly	ADV
ajam-34	82	15	from	from	ADP
ajam-34	82	16	beneficiary	beneficiary	ADJ
ajam-34	82	17	communities	community	NOUN
ajam-34	82	18	.	.	PUNCT
ajam-34	83	1	the	the	DET
ajam-34	83	2	remaining	remain	VERB
ajam-34	83	3	75	75	NUM
ajam-34	83	4	households	household	NOUN
ajam-34	83	5	were	be	AUX
ajam-34	83	6	randomly	randomly	ADV
ajam-34	83	7	selected	select	VERB
ajam-34	83	8	from	from	ADP
ajam-34	83	9	non	non	ADJ
ajam-34	83	10	-	-	ADJ
ajam-34	83	11	project	project	ADJ
ajam-34	83	12	communities	community	NOUN
ajam-34	83	13	.	.	PUNCT
ajam-34	84	1	household	household	NOUN
ajam-34	84	2	level	level	NOUN
ajam-34	84	3	data	datum	NOUN
ajam-34	84	4	included	include	VERB
ajam-34	84	5	household	household	NOUN
ajam-34	84	6	characteristics	characteristic	NOUN
ajam-34	84	7	,	,	PUNCT
ajam-34	84	8	awareness	awareness	NOUN
ajam-34	84	9	of	of	ADP
ajam-34	84	10	existence	existence	NOUN
ajam-34	84	11	of	of	ADP
ajam-34	84	12	ict	ict	PROPN
ajam-34	84	13	-	-	PUNCT
ajam-34	84	14	based	base	VERB
ajam-34	84	15	mis	mis	NOUN
ajam-34	84	16	in	in	ADP
ajam-34	84	17	the	the	DET
ajam-34	84	18	locality	locality	NOUN
ajam-34	84	19	,	,	PUNCT
ajam-34	84	20	number	number	NOUN
ajam-34	84	21	of	of	ADP
ajam-34	84	22	ict	ict	PROPN
ajam-34	84	23	-	-	PUNCT
ajam-34	84	24	based	base	VERB
ajam-34	84	25	mis	mis	PROPN
ajam-34	84	26	used	use	VERB
ajam-34	84	27	,	,	PUNCT
ajam-34	84	28	other	other	ADJ
ajam-34	84	29	information	information	NOUN
ajam-34	84	30	sources	source	NOUN
ajam-34	84	31	used	use	VERB
ajam-34	84	32	,	,	PUNCT
ajam-34	84	33	participation	participation	NOUN
ajam-34	84	34	in	in	ADP
ajam-34	84	35	farmer	farmer	NOUN
ajam-34	84	36	organizations	organization	NOUN
ajam-34	84	37	,	,	PUNCT
ajam-34	84	38	access	access	NOUN
ajam-34	84	39	to	to	ADP
ajam-34	84	40	formal	formal	ADJ
ajam-34	84	41	and	and	CCONJ
ajam-34	84	42	informal	informal	ADJ
ajam-34	84	43	financial	financial	ADJ
ajam-34	84	44	al	al	PROPN
ajam-34	84	45	-	-	PROPN
ajam-34	84	46	hassan	hassan	PROPN
ajam-34	85	1	et	et	PROPN
ajam-34	85	2	al	al	PROPN
ajam-34	85	3	.	.	PROPN
ajam-34	85	4	013	013	NUM
ajam-34	85	5	table	table	NOUN
ajam-34	85	6	2	2	NUM
ajam-34	85	7	.	.	PUNCT
ajam-34	85	8	estimates	estimate	NOUN
ajam-34	85	9	of	of	ADP
ajam-34	85	10	logit	logit	PROPN
ajam-34	85	11	model	model	NOUN
ajam-34	85	12	explaining	explain	VERB
ajam-34	85	13	participation	participation	NOUN
ajam-34	85	14	.	.	PUNCT
ajam-34	86	1	variable	variable	ADJ
ajam-34	86	2	coefficient	coefficient	NOUN
ajam-34	86	3	s.e	s.e	PROPN
ajam-34	86	4	z	z	PROPN
ajam-34	86	5	p	p	PROPN
ajam-34	86	6	-	-	PUNCT
ajam-34	86	7	value	value	NOUN
ajam-34	86	8	marginal	marginal	ADJ
ajam-34	86	9	effects	effect	NOUN
ajam-34	86	10	(	(	PUNCT
ajam-34	86	11	dy	dy	X
ajam-34	86	12	/	/	SYM
ajam-34	86	13	dx	dx	PROPN
ajam-34	86	14	)	)	PUNCT
ajam-34	86	15	age	age	NOUN
ajam-34	86	16	-0.04	-0.04	NUM
ajam-34	86	17	0.02	0.02	NUM
ajam-34	86	18	-2.11	-2.11	NUM
ajam-34	86	19	0.035	0.035	NUM
ajam-34	86	20	*	*	PUNCT
ajam-34	86	21	*	*	PUNCT
ajam-34	86	22	-0.005	-0.005	PUNCT
ajam-34	86	23	youth	youth	NOUN
ajam-34	86	24	0.51	0.51	NUM
ajam-34	86	25	1.34	1.34	NUM
ajam-34	86	26	0.38	0.38	NUM
ajam-34	86	27	0.704	0.704	NUM
ajam-34	86	28	0.057	0.057	NUM
ajam-34	86	29	education	education	NOUN
ajam-34	86	30	0.03	0.03	NUM
ajam-34	86	31	0.05	0.05	NUM
ajam-34	86	32	0.52	0.52	NUM
ajam-34	86	33	0.601	0.601	NUM
ajam-34	86	34	0.002	0.002	NUM
ajam-34	86	35	household	household	NOUN
ajam-34	86	36	size	size	NOUN
ajam-34	86	37	0.13	0.13	NUM
ajam-34	86	38	0.11	0.11	NUM
ajam-34	86	39	1.18	1.18	NUM
ajam-34	86	40	0.239	0.239	NUM
ajam-34	86	41	0.014	0.014	NUM
ajam-34	86	42	radio	radio	NOUN
ajam-34	86	43	/	/	SYM
ajam-34	86	44	tv	tv	NOUN
ajam-34	86	45	0.54	0.54	NUM
ajam-34	86	46	0.54	0.54	NUM
ajam-34	86	47	1.00	1.00	NUM
ajam-34	86	48	0.319	0.319	NUM
ajam-34	86	49	0.065	0.065	NUM
ajam-34	86	50	land	land	NOUN
ajam-34	86	51	0.10	0.10	NUM
ajam-34	86	52	0.35	0.35	NUM
ajam-34	86	53	0.31	0.31	NUM
ajam-34	86	54	0.755	0.755	NUM
ajam-34	86	55	0.012	0.012	NUM
ajam-34	86	56	needed	need	VERB
ajam-34	86	57	credit	credit	NOUN
ajam-34	86	58	0.70	0.70	NUM
ajam-34	86	59	0.63	0.63	NUM
ajam-34	86	60	1.11	1.11	NUM
ajam-34	86	61	0.265	0.265	NUM
ajam-34	86	62	0.093	0.093	NUM
ajam-34	86	63	distance	distance	NOUN
ajam-34	86	64	to	to	ADP
ajam-34	86	65	local	local	ADJ
ajam-34	86	66	market	market	NOUN
ajam-34	86	67	-0.64	-0.64	NOUN
ajam-34	86	68	0.31	0.31	NUM
ajam-34	86	69	-2.11	-2.11	NUM
ajam-34	86	70	0.035	0.035	NUM
ajam-34	86	71	*	*	PUNCT
ajam-34	86	72	*	*	ADJ
ajam-34	86	73	-0.072	-0.072	NOUN
ajam-34	86	74	past	past	ADP
ajam-34	86	75	agricultural	agricultural	ADJ
ajam-34	86	76	program	program	NOUN
ajam-34	86	77	4.01	4.01	NUM
ajam-34	86	78	0.57	0.57	NUM
ajam-34	86	79	7.00	7.00	NUM
ajam-34	86	80	0.000	0.000	NUM
ajam-34	86	81	*	*	PUNCT
ajam-34	86	82	*	*	PUNCT
ajam-34	86	83	*	*	X
ajam-34	86	84	0.617	0.617	NUM
ajam-34	86	85	asset	asset	NOUN
ajam-34	86	86	-0.73	-0.73	ADP
ajam-34	86	87	0.25	0.25	NUM
ajam-34	86	88	-2.94	-2.94	NUM
ajam-34	86	89	0.003	0.003	NUM
ajam-34	86	90	*	*	PUNCT
ajam-34	86	91	*	*	PUNCT
ajam-34	86	92	*	*	PUNCT
ajam-34	86	93	-0.081	-0.081	PRON
ajam-34	86	94	constant	constant	ADJ
ajam-34	86	95	3.63	3.63	NUM
ajam-34	86	96	1.67	1.67	NUM
ajam-34	86	97	2.16	2.16	NUM
ajam-34	86	98	0.031	0.031	NUM
ajam-34	86	99	dependent	dependent	ADJ
ajam-34	86	100	variable	variable	NOUN
ajam-34	86	101	=	=	NOUN
ajam-34	86	102	participation	participation	NOUN
ajam-34	86	103	(	(	PUNCT
ajam-34	86	104	dummy	dummy	NOUN
ajam-34	86	105	=	=	SYM
ajam-34	86	106	1	1	NUM
ajam-34	86	107	if	if	SCONJ
ajam-34	86	108	a	a	DET
ajam-34	86	109	participant	participant	NOUN
ajam-34	86	110	)	)	PUNCT
ajam-34	86	111	;	;	PUNCT
ajam-34	86	112	number	number	NOUN
ajam-34	86	113	of	of	ADP
ajam-34	86	114	observation	observation	NOUN
ajam-34	86	115	=	=	SYM
ajam-34	86	116	213	213	NUM
ajam-34	86	117	;	;	PUNCT
ajam-34	86	118	pseudo	pseudo	NOUN
ajam-34	86	119	r	r	NOUN
ajam-34	86	120	2	2	NUM
ajam-34	86	121	=	=	SYM
ajam-34	86	122	0.43	0.43	NUM
ajam-34	86	123	;	;	PUNCT
ajam-34	86	124	log	log	NOUN
ajam-34	86	125	likelihood	likelihood	NOUN
ajam-34	87	1	=	=	SYM
ajam-34	87	2	-68.43	-68.43	PROPN
ajam-34	87	3	;	;	PUNCT
ajam-34	87	4	lr	lr	X
ajam-34	87	5	chi	chi	NOUN
ajam-34	87	6	2	2	NUM
ajam-34	87	7	(	(	PUNCT
ajam-34	87	8	9	9	NUM
ajam-34	87	9	)	)	PUNCT
ajam-34	87	10	=	=	NOUN
ajam-34	87	11	104.32	104.32	NUM
ajam-34	87	12	;	;	PUNCT
ajam-34	87	13	prob	prob	NOUN
ajam-34	87	14	>	>	X
ajam-34	87	15	chi	chi	PROPN
ajam-34	87	16	2	2	NUM
ajam-34	87	17	=	=	SYM
ajam-34	87	18	0.0000	0.0000	NUM
ajam-34	87	19	;	;	PUNCT
ajam-34	87	20	s.e	s.e	PROPN
ajam-34	87	21	=	=	PROPN
ajam-34	87	22	standard	standard	ADJ
ajam-34	87	23	error	error	NOUN
ajam-34	87	24	;	;	PUNCT
ajam-34	87	25	m.e	m.e	PROPN
ajam-34	87	26	=	=	ADJ
ajam-34	87	27	marginal	marginal	ADJ
ajam-34	87	28	effects	effect	NOUN
ajam-34	87	29	.	.	PUNCT
ajam-34	88	1	services	service	NOUN
ajam-34	88	2	,	,	PUNCT
ajam-34	88	3	asset	asset	NOUN
ajam-34	88	4	levels	level	NOUN
ajam-34	88	5	,	,	PUNCT
ajam-34	88	6	crop	crop	NOUN
ajam-34	88	7	and	and	CCONJ
ajam-34	88	8	livestock	livestock	NOUN
ajam-34	88	9	production	production	NOUN
ajam-34	88	10	,	,	PUNCT
ajam-34	88	11	participation	participation	NOUN
ajam-34	88	12	in	in	ADP
ajam-34	88	13	input	input	NOUN
ajam-34	88	14	and	and	CCONJ
ajam-34	88	15	output	output	NOUN
ajam-34	88	16	markets	market	NOUN
ajam-34	88	17	,	,	PUNCT
ajam-34	88	18	the	the	DET
ajam-34	88	19	types	type	NOUN
ajam-34	88	20	of	of	ADP
ajam-34	88	21	markets	market	NOUN
ajam-34	88	22	used	use	VERB
ajam-34	88	23	,	,	PUNCT
ajam-34	88	24	and	and	CCONJ
ajam-34	88	25	sources	source	NOUN
ajam-34	88	26	of	of	ADP
ajam-34	88	27	income	income	NOUN
ajam-34	88	28	.	.	PUNCT
ajam-34	89	1	results	result	NOUN
ajam-34	89	2	and	and	CCONJ
ajam-34	89	3	discussion	discussion	NOUN
ajam-34	89	4	participation	participation	NOUN
ajam-34	89	5	in	in	ADP
ajam-34	89	6	ict	ict	PROPN
ajam-34	89	7	-	-	PUNCT
ajam-34	89	8	based	base	VERB
ajam-34	89	9	mis	mis	PROPN
ajam-34	89	10	project	project	NOUN
ajam-34	89	11	the	the	DET
ajam-34	89	12	analysis	analysis	NOUN
ajam-34	89	13	of	of	ADP
ajam-34	89	14	determinants	determinant	NOUN
ajam-34	89	15	of	of	ADP
ajam-34	89	16	participation	participation	NOUN
ajam-34	89	17	was	be	AUX
ajam-34	89	18	conducted	conduct	VERB
ajam-34	89	19	on	on	ADP
ajam-34	89	20	the	the	DET
ajam-34	89	21	187	187	NUM
ajam-34	89	22	households	household	NOUN
ajam-34	89	23	in	in	ADP
ajam-34	89	24	beneficiary	beneficiary	ADJ
ajam-34	89	25	communities	community	NOUN
ajam-34	89	26	,	,	PUNCT
ajam-34	89	27	who	who	PRON
ajam-34	89	28	were	be	AUX
ajam-34	89	29	aware	aware	ADJ
ajam-34	89	30	of	of	ADP
ajam-34	89	31	the	the	DET
ajam-34	89	32	project	project	NOUN
ajam-34	89	33	and	and	CCONJ
ajam-34	89	34	therefore	therefore	ADV
ajam-34	89	35	could	could	AUX
ajam-34	89	36	choose	choose	VERB
ajam-34	89	37	to	to	PART
ajam-34	89	38	participate	participate	VERB
ajam-34	89	39	or	or	CCONJ
ajam-34	89	40	not	not	PART
ajam-34	89	41	.	.	PUNCT
ajam-34	90	1	participants	participant	NOUN
ajam-34	90	2	who	who	PRON
ajam-34	90	3	were	be	AUX
ajam-34	90	4	aware	aware	ADJ
ajam-34	90	5	of	of	ADP
ajam-34	90	6	the	the	DET
ajam-34	90	7	project	project	NOUN
ajam-34	90	8	were	be	AUX
ajam-34	90	9	identified	identify	VERB
ajam-34	90	10	as	as	ADP
ajam-34	90	11	ex	ex	NOUN
ajam-34	90	12	-	-	NOUN
ajam-34	90	13	post	post	ADJ
ajam-34	90	14	(	(	PUNCT
ajam-34	90	15	after	after	ADP
ajam-34	90	16	the	the	DET
ajam-34	90	17	sampling	sampling	NOUN
ajam-34	90	18	)	)	PUNCT
ajam-34	90	19	through	through	ADP
ajam-34	90	20	their	their	PRON
ajam-34	90	21	response	response	NOUN
ajam-34	90	22	to	to	ADP
ajam-34	90	23	a	a	DET
ajam-34	90	24	question	question	NOUN
ajam-34	90	25	in	in	ADP
ajam-34	90	26	the	the	DET
ajam-34	90	27	questionnaire	questionnaire	NOUN
ajam-34	90	28	,	,	PUNCT
ajam-34	90	29	which	which	PRON
ajam-34	90	30	asked	ask	VERB
ajam-34	90	31	if	if	SCONJ
ajam-34	90	32	the	the	DET
ajam-34	90	33	respondent	respondent	NOUN
ajam-34	90	34	was	be	AUX
ajam-34	90	35	aware	aware	ADJ
ajam-34	90	36	of	of	ADP
ajam-34	90	37	the	the	DET
ajam-34	90	38	project	project	NOUN
ajam-34	90	39	or	or	CCONJ
ajam-34	90	40	not	not	PART
ajam-34	90	41	.	.	PUNCT
ajam-34	91	1	table	table	NOUN
ajam-34	91	2	2	2	NUM
ajam-34	91	3	presents	present	NOUN
ajam-34	91	4	results	result	NOUN
ajam-34	91	5	of	of	ADP
ajam-34	91	6	the	the	DET
ajam-34	91	7	logit	logit	PROPN
ajam-34	91	8	model	model	NOUN
ajam-34	91	9	estimation	estimation	NOUN
ajam-34	91	10	for	for	ADP
ajam-34	91	11	the	the	DET
ajam-34	91	12	identification	identification	NOUN
ajam-34	91	13	of	of	ADP
ajam-34	91	14	factors	factor	NOUN
ajam-34	91	15	that	that	PRON
ajam-34	91	16	influenced	influence	VERB
ajam-34	91	17	participation	participation	NOUN
ajam-34	91	18	in	in	ADP
ajam-34	91	19	the	the	DET
ajam-34	91	20	ict	ict	NOUN
ajam-34	91	21	-	-	PUNCT
ajam-34	91	22	based	base	VERB
ajam-34	91	23	market	market	NOUN
ajam-34	91	24	information	information	NOUN
ajam-34	91	25	intervention	intervention	NOUN
ajam-34	91	26	.	.	PUNCT
ajam-34	92	1	the	the	DET
ajam-34	92	2	likelihood	likelihood	NOUN
ajam-34	92	3	of	of	ADP
ajam-34	92	4	participation	participation	NOUN
ajam-34	92	5	decreased	decrease	VERB
ajam-34	92	6	by	by	ADP
ajam-34	92	7	0.5	0.5	NUM
ajam-34	92	8	and	and	CCONJ
ajam-34	92	9	7	7	NUM
ajam-34	92	10	%	%	NOUN
ajam-34	92	11	,	,	PUNCT
ajam-34	92	12	respectively	respectively	ADV
ajam-34	92	13	,	,	PUNCT
ajam-34	92	14	for	for	ADP
ajam-34	92	15	a	a	DET
ajam-34	92	16	unit	unit	NOUN
ajam-34	92	17	increase	increase	NOUN
ajam-34	92	18	in	in	ADP
ajam-34	92	19	age	age	NOUN
ajam-34	92	20	and	and	CCONJ
ajam-34	92	21	distance	distance	NOUN
ajam-34	92	22	to	to	ADP
ajam-34	92	23	a	a	DET
ajam-34	92	24	local	local	ADJ
ajam-34	92	25	market	market	NOUN
ajam-34	92	26	.	.	PUNCT
ajam-34	93	1	a	a	DET
ajam-34	93	2	unit	unit	NOUN
ajam-34	93	3	increase	increase	NOUN
ajam-34	93	4	in	in	ADP
ajam-34	93	5	the	the	DET
ajam-34	93	6	value	value	NOUN
ajam-34	93	7	of	of	ADP
ajam-34	93	8	assets	asset	NOUN
ajam-34	93	9	decreased	decrease	VERB
ajam-34	93	10	the	the	DET
ajam-34	93	11	likelihood	likelihood	NOUN
ajam-34	93	12	of	of	ADP
ajam-34	93	13	participation	participation	NOUN
ajam-34	93	14	by	by	ADP
ajam-34	93	15	8	8	NUM
ajam-34	93	16	%	%	NOUN
ajam-34	93	17	.	.	PUNCT
ajam-34	94	1	those	those	PRON
ajam-34	94	2	who	who	PRON
ajam-34	94	3	had	have	AUX
ajam-34	94	4	participated	participate	VERB
ajam-34	94	5	in	in	ADP
ajam-34	94	6	an	an	DET
ajam-34	94	7	agricultural	agricultural	ADJ
ajam-34	94	8	project	project	NOUN
ajam-34	94	9	were	be	AUX
ajam-34	94	10	61	61	NUM
ajam-34	94	11	%	%	NOUN
ajam-34	94	12	more	more	ADV
ajam-34	94	13	likely	likely	ADJ
ajam-34	94	14	to	to	PART
ajam-34	94	15	participate	participate	VERB
ajam-34	94	16	in	in	ADP
ajam-34	94	17	the	the	DET
ajam-34	94	18	mis	mis	PROPN
ajam-34	94	19	project	project	NOUN
ajam-34	94	20	.	.	PUNCT
ajam-34	95	1	there	there	PRON
ajam-34	95	2	is	be	VERB
ajam-34	95	3	therefore	therefore	ADV
ajam-34	95	4	a	a	DET
ajam-34	95	5	tendency	tendency	NOUN
ajam-34	95	6	for	for	ADP
ajam-34	95	7	repeated	repeat	VERB
ajam-34	95	8	participation	participation	NOUN
ajam-34	95	9	in	in	ADP
ajam-34	95	10	projects	project	NOUN
ajam-34	95	11	.	.	PUNCT
ajam-34	96	1	this	this	PRON
ajam-34	96	2	suggests	suggest	VERB
ajam-34	96	3	a	a	DET
ajam-34	96	4	multiplicity	multiplicity	NOUN
ajam-34	96	5	of	of	ADP
ajam-34	96	6	projects	project	NOUN
ajam-34	96	7	targeting	target	VERB
ajam-34	96	8	same	same	ADJ
ajam-34	96	9	beneficiaries	beneficiary	NOUN
ajam-34	96	10	,	,	PUNCT
ajam-34	96	11	and	and	CCONJ
ajam-34	96	12	likely	likely	ADJ
ajam-34	96	13	creation	creation	NOUN
ajam-34	96	14	of	of	ADP
ajam-34	96	15	dependency	dependency	NOUN
ajam-34	96	16	of	of	ADP
ajam-34	96	17	some	some	DET
ajam-34	96	18	farmers	farmer	NOUN
ajam-34	96	19	on	on	ADP
ajam-34	96	20	external	external	ADJ
ajam-34	96	21	interventions	intervention	NOUN
ajam-34	96	22	.	.	PUNCT
ajam-34	97	1	contrary	contrary	ADJ
ajam-34	97	2	to	to	ADP
ajam-34	97	3	expectations	expectation	NOUN
ajam-34	97	4	,	,	PUNCT
ajam-34	97	5	farmers	farmer	NOUN
ajam-34	97	6	who	who	PRON
ajam-34	97	7	accessed	access	VERB
ajam-34	97	8	distant	distant	ADJ
ajam-34	97	9	markets	market	NOUN
ajam-34	97	10	were	be	AUX
ajam-34	97	11	less	less	ADV
ajam-34	97	12	likely	likely	ADJ
ajam-34	97	13	to	to	PART
ajam-34	97	14	participate	participate	VERB
ajam-34	97	15	in	in	ADP
ajam-34	97	16	the	the	DET
ajam-34	97	17	project	project	NOUN
ajam-34	97	18	.	.	PUNCT
ajam-34	98	1	ordinarily	ordinarily	ADV
ajam-34	98	2	one	one	PRON
ajam-34	98	3	expects	expect	VERB
ajam-34	98	4	these	these	DET
ajam-34	98	5	farmers	farmer	NOUN
ajam-34	98	6	to	to	PART
ajam-34	98	7	have	have	VERB
ajam-34	98	8	need	need	NOUN
ajam-34	98	9	for	for	ADP
ajam-34	98	10	information	information	NOUN
ajam-34	98	11	;	;	PUNCT
ajam-34	98	12	however	however	ADV
ajam-34	98	13	the	the	DET
ajam-34	98	14	conduct	conduct	NOUN
ajam-34	98	15	of	of	ADP
ajam-34	98	16	markets	market	NOUN
ajam-34	98	17	in	in	ADP
ajam-34	98	18	the	the	DET
ajam-34	98	19	study	study	NOUN
ajam-34	98	20	area	area	NOUN
ajam-34	98	21	is	be	AUX
ajam-34	98	22	such	such	ADJ
ajam-34	98	23	that	that	SCONJ
ajam-34	98	24	those	those	PRON
ajam-34	98	25	who	who	PRON
ajam-34	98	26	sell	sell	VERB
ajam-34	98	27	or	or	CCONJ
ajam-34	98	28	buy	buy	VERB
ajam-34	98	29	in	in	ADP
ajam-34	98	30	distant	distant	ADJ
ajam-34	98	31	markets	market	NOUN
ajam-34	98	32	usually	usually	ADV
ajam-34	98	33	have	have	AUX
ajam-34	98	34	established	establish	VERB
ajam-34	98	35	trading	trading	NOUN
ajam-34	98	36	partners	partner	NOUN
ajam-34	98	37	(	(	PUNCT
ajam-34	98	38	commonly	commonly	ADV
ajam-34	98	39	called	call	VERB
ajam-34	98	40	‘	'	PUNCT
ajam-34	98	41	customers	customer	NOUN
ajam-34	98	42	’	'	PUNCT
ajam-34	98	43	)	)	PUNCT
ajam-34	98	44	and	and	CCONJ
ajam-34	98	45	therefore	therefore	ADV
ajam-34	98	46	will	will	AUX
ajam-34	98	47	have	have	VERB
ajam-34	98	48	less	less	ADJ
ajam-34	98	49	need	need	NOUN
ajam-34	98	50	for	for	SCONJ
ajam-34	98	51	an	an	DET
ajam-34	98	52	mis	mis	PROPN
ajam-34	98	53	.	.	PUNCT
ajam-34	98	54	participation	participation	NOUN
ajam-34	98	55	in	in	ADP
ajam-34	98	56	such	such	ADJ
ajam-34	98	57	projects	project	NOUN
ajam-34	98	58	also	also	ADV
ajam-34	98	59	demands	demand	VERB
ajam-34	98	60	time	time	NOUN
ajam-34	98	61	,	,	PUNCT
ajam-34	98	62	and	and	CCONJ
ajam-34	98	63	distant	distant	ADJ
ajam-34	98	64	traders	trader	NOUN
ajam-34	98	65	who	who	PRON
ajam-34	98	66	are	be	AUX
ajam-34	98	67	more	more	ADV
ajam-34	98	68	likely	likely	ADJ
ajam-34	98	69	to	to	PART
ajam-34	98	70	be	be	AUX
ajam-34	98	71	frequently	frequently	ADV
ajam-34	98	72	absent	absent	ADJ
ajam-34	98	73	from	from	ADP
ajam-34	98	74	the	the	DET
ajam-34	98	75	community	community	NOUN
ajam-34	98	76	are	be	AUX
ajam-34	98	77	not	not	PART
ajam-34	98	78	likely	likely	ADJ
ajam-34	98	79	to	to	PART
ajam-34	98	80	participate	participate	VERB
ajam-34	98	81	in	in	ADP
ajam-34	98	82	the	the	DET
ajam-34	98	83	projects	project	NOUN
ajam-34	98	84	.	.	PUNCT
ajam-34	99	1	impact	impact	NOUN
ajam-34	99	2	of	of	ADP
ajam-34	99	3	participation	participation	NOUN
ajam-34	99	4	in	in	ADP
ajam-34	99	5	ict	ict	NOUN
ajam-34	99	6	-	-	PUNCT
ajam-34	99	7	market	market	NOUN
ajam-34	99	8	information	information	NOUN
ajam-34	99	9	project	project	NOUN
ajam-34	99	10	on	on	ADP
ajam-34	99	11	smallholder	smallholder	NOUN
ajam-34	99	12	farmers	farmer	NOUN
ajam-34	99	13	the	the	DET
ajam-34	99	14	effect	effect	NOUN
ajam-34	99	15	of	of	ADP
ajam-34	99	16	participation	participation	NOUN
ajam-34	99	17	in	in	ADP
ajam-34	99	18	the	the	DET
ajam-34	99	19	ict	ict	PROPN
ajam-34	99	20	-	-	PUNCT
ajam-34	99	21	mis	mis	PROPN
ajam-34	99	22	project	project	NOUN
ajam-34	99	23	on	on	ADP
ajam-34	99	24	smallholder	smallholder	NOUN
ajam-34	99	25	farmers	farmer	NOUN
ajam-34	99	26	was	be	AUX
ajam-34	99	27	estimated	estimate	VERB
ajam-34	99	28	with	with	ADP
ajam-34	99	29	the	the	DET
ajam-34	99	30	kbm	kbm	NOUN
ajam-34	99	31	method	method	NOUN
ajam-34	99	32	and	and	CCONJ
ajam-34	99	33	the	the	DET
ajam-34	99	34	results	result	NOUN
ajam-34	99	35	are	be	AUX
ajam-34	99	36	presented	present	VERB
ajam-34	99	37	in	in	ADP
ajam-34	99	38	table	table	NOUN
ajam-34	99	39	3	3	NUM
ajam-34	99	40	.	.	PUNCT
ajam-34	100	1	the	the	DET
ajam-34	100	2	clustering	clustering	NOUN
ajam-34	100	3	of	of	ADP
ajam-34	100	4	participants	participant	NOUN
ajam-34	100	5	and	and	CCONJ
ajam-34	100	6	non	non	NOUN
ajam-34	100	7	-	-	NOUN
ajam-34	100	8	participants	participant	NOUN
ajam-34	100	9	in	in	ADP
ajam-34	100	10	the	the	DET
ajam-34	100	11	propensity	propensity	NOUN
ajam-34	100	12	score	score	NOUN
ajam-34	100	13	range	range	NOUN
ajam-34	100	14	of	of	ADP
ajam-34	100	15	0.4	0.4	NUM
ajam-34	100	16	and	and	CCONJ
ajam-34	100	17	0.7	0.7	NUM
ajam-34	100	18	(	(	PUNCT
ajam-34	100	19	appendix	appendix	NOUN
ajam-34	100	20	1	1	NUM
ajam-34	100	21	)	)	PUNCT
ajam-34	100	22	shows	show	VERB
ajam-34	100	23	good	good	ADJ
ajam-34	100	24	matching	matching	NOUN
ajam-34	100	25	based	base	VERB
ajam-34	100	26	on	on	ADP
ajam-34	100	27	the	the	DET
ajam-34	100	28	observed	observed	ADJ
ajam-34	100	29	characteristics	characteristic	NOUN
ajam-34	100	30	.	.	PUNCT
ajam-34	101	1	thirteen	thirteen	NUM
ajam-34	101	2	percent	percent	NOUN
ajam-34	101	3	more	more	ADJ
ajam-34	101	4	of	of	ADP
ajam-34	101	5	participants	participant	NOUN
ajam-34	101	6	than	than	ADP
ajam-34	101	7	nonparticipants	nonparticipant	NOUN
ajam-34	101	8	used	use	VERB
ajam-34	101	9	improved	improved	ADJ
ajam-34	101	10	seed	seed	NOUN
ajam-34	101	11	and	and	CCONJ
ajam-34	101	12	this	this	PRON
ajam-34	101	13	was	be	AUX
ajam-34	101	14	significant	significant	ADJ
ajam-34	101	15	at	at	ADP
ajam-34	101	16	1	1	NUM
ajam-34	101	17	%	%	NOUN
ajam-34	101	18	.	.	PUNCT
ajam-34	102	1	more	more	ADJ
ajam-34	102	2	participants	participant	NOUN
ajam-34	102	3	than	than	SCONJ
ajam-34	102	4	non	non	NOUN
ajam-34	102	5	-	-	NOUN
ajam-34	102	6	participants	participant	NOUN
ajam-34	102	7	also	also	ADV
ajam-34	102	8	attained	attain	VERB
ajam-34	102	9	higher	high	ADJ
ajam-34	102	10	level	level	NOUN
ajam-34	102	11	of	of	ADP
ajam-34	102	12	food	food	NOUN
ajam-34	102	13	security	security	NOUN
ajam-34	102	14	indicators	indicator	NOUN
ajam-34	102	15	of	of	ADP
ajam-34	102	16	recommended	recommend	VERB
ajam-34	102	17	daily	daily	ADJ
ajam-34	102	18	allowance	allowance	NOUN
ajam-34	102	19	(	(	PUNCT
ajam-34	102	20	rda	rda	NOUN
ajam-34	102	21	)	)	PUNCT
ajam-34	102	22	of	of	ADP
ajam-34	102	23	caloric	caloric	PROPN
ajam-34	102	24	intake	intake	NOUN
ajam-34	102	25	,	,	PUNCT
ajam-34	102	26	for	for	ADP
ajam-34	102	27	example	example	NOUN
ajam-34	102	28	,	,	PUNCT
ajam-34	102	29	at	at	ADP
ajam-34	102	30	the	the	DET
ajam-34	102	31	higher	high	ADJ
ajam-34	102	32	level	level	NOUN
ajam-34	102	33	of	of	ADP
ajam-34	102	34	indicator	indicator	NOUN
ajam-34	102	35	based	base	VERB
ajam-34	102	36	on	on	ADP
ajam-34	102	37	ifpri	ifpri	PROPN
ajam-34	102	38	’s	’s	PART
ajam-34	102	39	rda	rda	NOUN
ajam-34	102	40	.	.	PUNCT
ajam-34	103	1	participants	participant	NOUN
ajam-34	103	2	also	also	ADV
ajam-34	103	3	spent	spend	VERB
ajam-34	103	4	more	more	ADJ
ajam-34	103	5	on	on	ADP
ajam-34	103	6	pesticides	pesticide	NOUN
ajam-34	103	7	but	but	CCONJ
ajam-34	103	8	the	the	DET
ajam-34	103	9	level	level	NOUN
ajam-34	103	10	of	of	ADP
ajam-34	103	11	significance	significance	NOUN
ajam-34	103	12	was	be	AUX
ajam-34	103	13	at	at	ADP
ajam-34	103	14	10	10	NUM
ajam-34	103	15	%	%	NOUN
ajam-34	103	16	only	only	ADV
ajam-34	103	17	.	.	PUNCT
ajam-34	104	1	since	since	SCONJ
ajam-34	104	2	the	the	DET
ajam-34	104	3	use	use	NOUN
ajam-34	104	4	of	of	ADP
ajam-34	104	5	pesticides	pesticide	NOUN
ajam-34	104	6	is	be	AUX
ajam-34	104	7	linked	link	VERB
ajam-34	104	8	to	to	ADP
ajam-34	104	9	growing	grow	VERB
ajam-34	104	10	of	of	ADP
ajam-34	104	11	maize	maize	NOUN
ajam-34	104	12	,	,	PUNCT
ajam-34	104	13	it	it	PRON
ajam-34	104	14	suggests	suggest	VERB
ajam-34	104	15	that	that	SCONJ
ajam-34	104	16	participants	participant	NOUN
ajam-34	104	17	were	be	AUX
ajam-34	104	18	growing	grow	VERB
ajam-34	104	19	more	more	ADJ
ajam-34	104	20	maize	maize	NOUN
ajam-34	104	21	than	than	ADP
ajam-34	104	22	non	non	NOUN
ajam-34	104	23	-	-	NOUN
ajam-34	104	24	participants	participant	NOUN
ajam-34	104	25	.	.	PUNCT
ajam-34	105	1	conclusions	conclusion	NOUN
ajam-34	105	2	this	this	DET
ajam-34	105	3	paper	paper	NOUN
ajam-34	105	4	assessed	assess	VERB
ajam-34	105	5	the	the	DET
ajam-34	105	6	factors	factor	NOUN
ajam-34	105	7	influencing	influence	VERB
ajam-34	105	8	the	the	DET
ajam-34	105	9	likelihood	likelihood	NOUN
ajam-34	105	10	of	of	ADP
ajam-34	105	11	participation	participation	NOUN
ajam-34	105	12	in	in	ADP
ajam-34	105	13	an	an	DET
ajam-34	105	14	ict	ict	NOUN
ajam-34	105	15	-	-	PUNCT
ajam-34	105	16	based	base	VERB
ajam-34	105	17	mis	mi	NOUN
ajam-34	105	18	,	,	PUNCT
ajam-34	105	19	and	and	CCONJ
ajam-34	105	20	the	the	DET
ajam-34	105	21	impact	impact	NOUN
ajam-34	105	22	on	on	ADP
ajam-34	105	23	farm	farm	NOUN
ajam-34	105	24	households	household	NOUN
ajam-34	105	25	.	.	PUNCT
ajam-34	106	1	participants	participant	NOUN
ajam-34	106	2	in	in	ADP
ajam-34	106	3	the	the	DET
ajam-34	106	4	ict	ict	NOUN
ajam-34	106	5	-	-	PUNCT
ajam-34	106	6	based	base	VERB
ajam-34	106	7	mis	mis	PROPN
ajam-34	106	8	project	project	NOUN
ajam-34	106	9	tended	tend	VERB
ajam-34	106	10	to	to	PART
ajam-34	106	11	be	be	AUX
ajam-34	106	12	younger	young	ADJ
ajam-34	106	13	than	than	ADP
ajam-34	106	14	non	non	NOUN
ajam-34	106	15	-	-	NOUN
ajam-34	106	16	participants	participant	NOUN
ajam-34	106	17	and	and	CCONJ
ajam-34	106	18	slightly	slightly	ADV
ajam-34	106	19	more	more	ADV
ajam-34	106	20	literate	literate	ADJ
ajam-34	106	21	.	.	PUNCT
ajam-34	107	1	the	the	DET
ajam-34	107	2	current	current	ADJ
ajam-34	107	3	study	study	NOUN
ajam-34	107	4	in	in	ADP
ajam-34	107	5	northern	northern	ADJ
ajam-34	107	6	ghana	ghana	PROPN
ajam-34	107	7	shows	show	VERB
ajam-34	107	8	that	that	SCONJ
ajam-34	107	9	participants	participant	NOUN
ajam-34	107	10	of	of	ADP
ajam-34	107	11	the	the	DET
ajam-34	107	12	ecamic	ecamic	ADJ
ajam-34	107	13	project	project	NOUN
ajam-34	107	14	used	use	VERB
ajam-34	107	15	more	more	ADJ
ajam-34	107	16	improved	improved	ADJ
ajam-34	107	17	seed	seed	NOUN
ajam-34	107	18	,	,	PUNCT
ajam-34	107	19	spent	spend	VERB
ajam-34	107	20	more	more	ADJ
ajam-34	107	21	on	on	ADP
ajam-34	107	22	pesticides	pesticide	NOUN
ajam-34	107	23	and	and	CCONJ
ajam-34	107	24	attained	attain	VERB
ajam-34	107	25	higher	high	ADJ
ajam-34	107	26	levels	level	NOUN
ajam-34	107	27	of	of	ADP
ajam-34	107	28	food	food	NOUN
ajam-34	107	29	security	security	NOUN
ajam-34	107	30	.	.	PUNCT
ajam-34	108	1	the	the	DET
ajam-34	108	2	enhanced	enhanced	ADJ
ajam-34	108	3	access	access	NOUN
ajam-34	108	4	to	to	ADP
ajam-34	108	5	market	market	NOUN
ajam-34	108	6	information	information	NOUN
ajam-34	108	7	has	have	AUX
ajam-34	108	8	increased	increase	VERB
ajam-34	108	9	their	their	PRON
ajam-34	108	10	orientation	orientation	NOUN
ajam-34	108	11	to	to	PART
ajam-34	108	12	produce	produce	VERB
ajam-34	108	13	for	for	ADP
ajam-34	108	14	the	the	DET
ajam-34	108	15	market	market	NOUN
ajam-34	108	16	.	.	PUNCT
ajam-34	109	1	since	since	SCONJ
ajam-34	109	2	the	the	DET
ajam-34	109	3	analysis	analysis	NOUN
ajam-34	109	4	explicitly	explicitly	ADV
ajam-34	109	5	considered	consider	VERB
ajam-34	109	6	the	the	DET
ajam-34	109	7	014	014	NUM
ajam-34	109	8	afr	afr	NOUN
ajam-34	109	9	.	.	PUNCT
ajam-34	110	1	j.	j.	PROPN
ajam-34	110	2	agric	agric	PROPN
ajam-34	110	3	.	.	PROPN
ajam-34	111	1	mark	mark	PROPN
ajam-34	111	2	.	.	PUNCT
ajam-34	112	1	table	table	NOUN
ajam-34	112	2	3	3	NUM
ajam-34	112	3	.	.	PUNCT
ajam-34	112	4	average	average	ADJ
ajam-34	112	5	treatment	treatment	NOUN
ajam-34	112	6	effect	effect	NOUN
ajam-34	112	7	on	on	ADP
ajam-34	112	8	treated	treat	VERB
ajam-34	112	9	:	:	PUNCT
ajam-34	112	10	effect	effect	NOUN
ajam-34	112	11	of	of	ADP
ajam-34	112	12	participation	participation	NOUN
ajam-34	112	13	.	.	PUNCT
ajam-34	113	1	outcome	outcome	NOUN
ajam-34	113	2	variable	variable	ADJ
ajam-34	113	3	att	att	PROPN
ajam-34	113	4	critical	critical	ADJ
ajam-34	113	5	level	level	NOUN
ajam-34	113	6	of	of	ADP
ajam-34	113	7	hidden	hide	VERB
ajam-34	113	8	bias	bias	NOUN
ajam-34	113	9	(	(	PUNCT
ajam-34	113	10	г	г	NOUN
ajam-34	113	11	)	)	PUNCT
ajam-34	113	12	number	number	NOUN
ajam-34	113	13	treated	treat	VERB
ajam-34	113	14	number	number	NOUN
ajam-34	113	15	control	control	NOUN
ajam-34	113	16	commercialization	commercialization	NOUN
ajam-34	113	17	index	index	NOUN
ajam-34	113	18	0.03(1.02	0.03(1.02	PUNCT
ajam-34	113	19	)	)	PUNCT
ajam-34	113	20	2.90	2.90	NUM
ajam-34	113	21	2.95	2.95	NUM
ajam-34	113	22	159	159	NUM
ajam-34	113	23	187	187	NUM
ajam-34	113	24	food	food	NOUN
ajam-34	113	25	secure	secure	NOUN
ajam-34	113	26	in	in	ADP
ajam-34	113	27	maize	maize	NOUN
ajam-34	113	28	0.05(0.09	0.05(0.09	NUM
ajam-34	113	29	)	)	PUNCT
ajam-34	113	30	3.30	3.30	NUM
ajam-34	113	31	3.35	3.35	NUM
ajam-34	113	32	159	159	NUM
ajam-34	113	33	187	187	NUM
ajam-34	113	34	food	food	NOUN
ajam-34	113	35	secure	secure	NOUN
ajam-34	113	36	(	(	PUNCT
ajam-34	113	37	100	100	NUM
ajam-34	113	38	%	%	NOUN
ajam-34	113	39	ifpri	ifpri	PROPN
ajam-34	113	40	rda	rda	NOUN
ajam-34	113	41	)	)	PUNCT
ajam-34	113	42	0.11(2.01	0.11(2.01	NOUN
ajam-34	113	43	)	)	PUNCT
ajam-34	113	44	*	*	PUNCT
ajam-34	114	1	*	*	PUNCT
ajam-34	114	2	5.00	5.00	NUM
ajam-34	114	3	5.05	5.05	NUM
ajam-34	114	4	159	159	NUM
ajam-34	114	5	187	187	NUM
ajam-34	114	6	food	food	NOUN
ajam-34	114	7	secure	secure	ADJ
ajam-34	114	8	(	(	PUNCT
ajam-34	114	9	80	80	NUM
ajam-34	114	10	%	%	NOUN
ajam-34	114	11	ifpri	ifpri	NOUN
ajam-34	114	12	rda	rda	NOUN
ajam-34	114	13	)	)	PUNCT
ajam-34	114	14	0.09(1.54	0.09(1.54	NUM
ajam-34	114	15	)	)	PUNCT
ajam-34	114	16	3.50	3.50	NUM
ajam-34	114	17	3.55	3.55	NUM
ajam-34	114	18	159	159	NUM
ajam-34	114	19	187	187	NUM
ajam-34	114	20	food	food	NOUN
ajam-34	114	21	secure	secure	NOUN
ajam-34	114	22	(	(	PUNCT
ajam-34	114	23	100	100	NUM
ajam-34	114	24	%	%	NOUN
ajam-34	114	25	wfp	wfp	PROPN
ajam-34	114	26	/	/	SYM
ajam-34	114	27	unhcr	unhcr	PROPN
ajam-34	114	28	rda	rda	NOUN
ajam-34	114	29	)	)	PUNCT
ajam-34	114	30	0.13(2.12	0.13(2.12	NUM
ajam-34	114	31	)	)	PUNCT
ajam-34	114	32	*	*	PUNCT
ajam-34	115	1	*	*	PUNCT
ajam-34	115	2	2.80	2.80	NUM
ajam-34	115	3	2.85	2.85	NUM
ajam-34	115	4	159	159	NUM
ajam-34	115	5	187	187	NUM
ajam-34	115	6	food	food	NOUN
ajam-34	115	7	secure	secure	ADJ
ajam-34	115	8	(	(	PUNCT
ajam-34	115	9	80	80	NUM
ajam-34	115	10	%	%	NOUN
ajam-34	115	11	wfp	wfp	PROPN
ajam-34	115	12	/	/	SYM
ajam-34	115	13	unhcr	unhcr	PROPN
ajam-34	115	14	rda	rda	NOUN
ajam-34	115	15	)	)	PUNCT
ajam-34	115	16	0.10(1.58	0.10(1.58	NUM
ajam-34	115	17	)	)	PUNCT
ajam-34	115	18	2.20	2.20	NUM
ajam-34	115	19	2.25	2.25	NUM
ajam-34	115	20	159	159	NUM
ajam-34	115	21	187	187	NUM
ajam-34	115	22	crop	crop	NOUN
ajam-34	115	23	income	income	NOUN
ajam-34	115	24	349.89(0.23	349.89(0.23	PROPN
ajam-34	115	25	)	)	PUNCT
ajam-34	115	26	3.15	3.15	NUM
ajam-34	115	27	3.20	3.20	NUM
ajam-34	115	28	159	159	NUM
ajam-34	115	29	187	187	NUM
ajam-34	115	30	value	value	NOUN
ajam-34	115	31	of	of	ADP
ajam-34	115	32	pesticides	pesticide	NOUN
ajam-34	115	33	1.38(1.71	1.38(1.71	NUM
ajam-34	115	34	)	)	PUNCT
ajam-34	115	35	*	*	SYM
ajam-34	115	36	3.90	3.90	NUM
ajam-34	115	37	3.95	3.95	NUM
ajam-34	115	38	159	159	NUM
ajam-34	115	39	187	187	NUM
ajam-34	115	40	value	value	NOUN
ajam-34	115	41	of	of	ADP
ajam-34	115	42	fertilizer	fertilizer	NOUN
ajam-34	115	43	-1.85(-0.18	-1.85(-0.18	PROPN
ajam-34	115	44	)	)	PUNCT
ajam-34	115	45	2.25	2.25	NUM
ajam-34	115	46	2.30	2.30	NUM
ajam-34	115	47	159	159	NUM
ajam-34	115	48	187	187	NUM
ajam-34	115	49	use	use	NOUN
ajam-34	115	50	of	of	ADP
ajam-34	115	51	improved	improved	ADJ
ajam-34	115	52	seed	seed	NOUN
ajam-34	115	53	0.13(2.80	0.13(2.80	NUM
ajam-34	115	54	)	)	PUNCT
ajam-34	115	55	*	*	PUNCT
ajam-34	116	1	*	*	PUNCT
ajam-34	116	2	*	*	PUNCT
ajam-34	116	3	5.65	5.65	NUM
ajam-34	116	4	5.70	5.70	NUM
ajam-34	116	5	159	159	NUM
ajam-34	116	6	187	187	NUM
ajam-34	116	7	store	store	NOUN
ajam-34	116	8	for	for	ADP
ajam-34	116	9	future	future	ADJ
ajam-34	116	10	sale	sale	NOUN
ajam-34	116	11	0.01(0.30	0.01(0.30	NUM
ajam-34	116	12	)	)	PUNCT
ajam-34	116	13	1.00	1.00	NUM
ajam-34	116	14	1.05	1.05	NUM
ajam-34	116	15	159	159	NUM
ajam-34	116	16	187	187	NUM
ajam-34	116	17	values	value	NOUN
ajam-34	116	18	in	in	ADP
ajam-34	116	19	parentheses	parenthesis	NOUN
ajam-34	116	20	are	be	AUX
ajam-34	116	21	t	t	NOUN
ajam-34	116	22	-	-	PUNCT
ajam-34	116	23	values	value	NOUN
ajam-34	116	24	.	.	PUNCT
ajam-34	117	1	att	att	PROPN
ajam-34	117	2	is	be	AUX
ajam-34	117	3	the	the	DET
ajam-34	117	4	average	average	ADJ
ajam-34	117	5	treatment	treatment	NOUN
ajam-34	117	6	effect	effect	NOUN
ajam-34	117	7	for	for	ADP
ajam-34	117	8	the	the	DET
ajam-34	117	9	treated	treat	VERB
ajam-34	117	10	.	.	PUNCT
ajam-34	118	1	*	*	PUNCT
ajam-34	118	2	,	,	PUNCT
ajam-34	118	3	*	*	PUNCT
ajam-34	118	4	*	*	PUNCT
ajam-34	118	5	and	and	CCONJ
ajam-34	118	6	*	*	PUNCT
ajam-34	118	7	*	*	PUNCT
ajam-34	118	8	*	*	PUNCT
ajam-34	118	9	denote	denote	NOUN
ajam-34	118	10	significance	significance	NOUN
ajam-34	118	11	of	of	ADP
ajam-34	118	12	t	t	PROPN
ajam-34	118	13	-	-	PUNCT
ajam-34	118	14	statistics	statistic	NOUN
ajam-34	118	15	of	of	ADP
ajam-34	118	16	mean	mean	ADJ
ajam-34	118	17	difference	difference	NOUN
ajam-34	118	18	at	at	ADP
ajam-34	118	19	10	10	NUM
ajam-34	118	20	,	,	PUNCT
ajam-34	118	21	5	5	NUM
ajam-34	118	22	and	and	CCONJ
ajam-34	118	23	1	1	NUM
ajam-34	118	24	%	%	NOUN
ajam-34	118	25	,	,	PUNCT
ajam-34	118	26	respectively	respectively	ADV
ajam-34	118	27	.	.	PUNCT
ajam-34	119	1	causal	causal	ADJ
ajam-34	119	2	relationship	relationship	NOUN
ajam-34	119	3	between	between	ADP
ajam-34	119	4	participation	participation	NOUN
ajam-34	119	5	in	in	ADP
ajam-34	119	6	ict	ict	PROPN
ajam-34	119	7	-	-	PUNCT
ajam-34	119	8	mis	mis	PROPN
ajam-34	119	9	and	and	CCONJ
ajam-34	119	10	household	household	NOUN
ajam-34	119	11	adoption	adoption	NOUN
ajam-34	119	12	of	of	ADP
ajam-34	119	13	improved	improved	ADJ
ajam-34	119	14	farm	farm	NOUN
ajam-34	119	15	technology	technology	NOUN
ajam-34	119	16	(	(	PUNCT
ajam-34	119	17	seed	seed	NOUN
ajam-34	119	18	,	,	PUNCT
ajam-34	119	19	fertilizer	fertilizer	NOUN
ajam-34	119	20	and	and	CCONJ
ajam-34	119	21	pesticides	pesticide	NOUN
ajam-34	119	22	)	)	PUNCT
ajam-34	119	23	,	,	PUNCT
ajam-34	119	24	it	it	PRON
ajam-34	119	25	addressed	address	VERB
ajam-34	119	26	the	the	DET
ajam-34	119	27	counterfactual	counterfactual	ADJ
ajam-34	119	28	questions	question	NOUN
ajam-34	119	29	that	that	PRON
ajam-34	119	30	may	may	AUX
ajam-34	119	31	be	be	AUX
ajam-34	119	32	significant	significant	ADJ
ajam-34	119	33	in	in	ADP
ajam-34	119	34	predicting	predict	VERB
ajam-34	119	35	the	the	DET
ajam-34	119	36	impacts	impact	NOUN
ajam-34	119	37	of	of	ADP
ajam-34	119	38	policy	policy	NOUN
ajam-34	119	39	change	change	NOUN
ajam-34	119	40	.	.	PUNCT
ajam-34	120	1	policy	policy	NOUN
ajam-34	120	2	implications	implication	NOUN
ajam-34	120	3	international	international	PROPN
ajam-34	120	4	development	development	PROPN
ajam-34	120	5	research	research	PROPN
ajam-34	120	6	centre	centre	PROPN
ajam-34	120	7	(	(	PUNCT
ajam-34	120	8	idrc	idrc	PROPN
ajam-34	120	9	)	)	PUNCT
ajam-34	120	10	to	to	PART
ajam-34	120	11	conduct	conduct	VERB
ajam-34	120	12	the	the	DET
ajam-34	120	13	research	research	NOUN
ajam-34	120	14	project	project	NOUN
ajam-34	120	15	on	on	ADP
ajam-34	120	16	the	the	DET
ajam-34	120	17	role	role	NOUN
ajam-34	120	18	of	of	ADP
ajam-34	120	19	icts	ict	NOUN
ajam-34	120	20	in	in	ADP
ajam-34	120	21	linking	link	VERB
ajam-34	120	22	farmers	farmer	NOUN
ajam-34	120	23	to	to	ADP
ajam-34	120	24	markets	market	NOUN
ajam-34	120	25	in	in	ADP
ajam-34	120	26	africa	africa	PROPN
ajam-34	120	27	.	.	PUNCT
ajam-34	121	1	we	we	PRON
ajam-34	121	2	also	also	ADV
ajam-34	121	3	extend	extend	VERB
ajam-34	121	4	appreciation	appreciation	NOUN
ajam-34	121	5	to	to	ADP
ajam-34	121	6	all	all	DET
ajam-34	121	7	team	team	NOUN
ajam-34	121	8	members	member	NOUN
ajam-34	121	9	of	of	ADP
ajam-34	121	10	the	the	DET
ajam-34	121	11	earn	earn	NOUN
ajam-34	121	12	project	project	NOUN
ajam-34	121	13	especially	especially	ADV
ajam-34	121	14	dr	dr	PROPN
ajam-34	121	15	julius	julius	PROPN
ajam-34	121	16	okello	okello	PROPN
ajam-34	121	17	and	and	CCONJ
ajam-34	121	18	members	member	NOUN
ajam-34	121	19	of	of	ADP
ajam-34	121	20	the	the	DET
ajam-34	121	21	advisory	advisory	ADJ
ajam-34	121	22	council	council	NOUN
ajam-34	121	23	for	for	ADP
ajam-34	121	24	their	their	PRON
ajam-34	121	25	counsel	counsel	NOUN
ajam-34	121	26	and	and	CCONJ
ajam-34	121	27	support	support	NOUN
ajam-34	121	28	in	in	ADP
ajam-34	121	29	various	various	ADJ
ajam-34	121	30	ways	way	NOUN
ajam-34	121	31	.	.	PUNCT
ajam-34	122	1	references	reference	NOUN
ajam-34	122	2	the	the	DET
ajam-34	122	3	policy	policy	NOUN
ajam-34	122	4	implication	implication	NOUN
ajam-34	122	5	of	of	ADP
ajam-34	122	6	the	the	DET
ajam-34	122	7	findings	finding	NOUN
ajam-34	122	8	is	be	AUX
ajam-34	122	9	that	that	PRON
ajam-34	122	10	promotion	promotion	NOUN
ajam-34	122	11	of	of	ADP
ajam-34	122	12	high	high	ADJ
ajam-34	122	13	technology	technology	NOUN
ajam-34	122	14	such	such	ADJ
ajam-34	122	15	as	as	ADP
ajam-34	122	16	icts	ict	NOUN
ajam-34	122	17	for	for	ADP
ajam-34	122	18	communication	communication	NOUN
ajam-34	122	19	with	with	ADP
ajam-34	122	20	farmers	farmer	NOUN
ajam-34	122	21	should	should	AUX
ajam-34	122	22	be	be	AUX
ajam-34	122	23	targeted	target	VERB
ajam-34	122	24	to	to	ADP
ajam-34	122	25	youth	youth	NOUN
ajam-34	122	26	in	in	ADP
ajam-34	122	27	agriculture	agriculture	NOUN
ajam-34	122	28	because	because	SCONJ
ajam-34	122	29	they	they	PRON
ajam-34	122	30	are	be	AUX
ajam-34	122	31	already	already	ADV
ajam-34	122	32	familiar	familiar	ADJ
ajam-34	122	33	with	with	ADP
ajam-34	122	34	the	the	DET
ajam-34	122	35	communication	communication	NOUN
ajam-34	122	36	tools	tool	NOUN
ajam-34	122	37	and	and	CCONJ
ajam-34	122	38	require	require	VERB
ajam-34	122	39	little	little	ADJ
ajam-34	122	40	additional	additional	ADJ
ajam-34	122	41	training	training	NOUN
ajam-34	122	42	for	for	ADP
ajam-34	122	43	their	their	PRON
ajam-34	122	44	use	use	NOUN
ajam-34	122	45	.	.	PUNCT
ajam-34	123	1	such	such	ADJ
ajam-34	123	2	programmes	programme	NOUN
ajam-34	123	3	or	or	CCONJ
ajam-34	123	4	interventions	intervention	NOUN
ajam-34	123	5	should	should	AUX
ajam-34	123	6	be	be	AUX
ajam-34	123	7	supported	support	VERB
ajam-34	123	8	with	with	ADP
ajam-34	123	9	complementary	complementary	ADJ
ajam-34	123	10	services	service	NOUN
ajam-34	123	11	such	such	ADJ
ajam-34	123	12	as	as	ADP
ajam-34	123	13	financial	financial	ADJ
ajam-34	123	14	services	service	NOUN
ajam-34	123	15	,	,	PUNCT
ajam-34	123	16	because	because	SCONJ
ajam-34	123	17	project	project	NOUN
ajam-34	123	18	participants	participant	NOUN
ajam-34	123	19	tend	tend	VERB
ajam-34	123	20	to	to	PART
ajam-34	123	21	have	have	VERB
ajam-34	123	22	multiple	multiple	ADJ
ajam-34	123	23	needs	need	NOUN
ajam-34	123	24	.	.	PUNCT
ajam-34	124	1	in	in	ADP
ajam-34	124	2	addition	addition	NOUN
ajam-34	124	3	,	,	PUNCT
ajam-34	124	4	access	access	NOUN
ajam-34	124	5	to	to	ADP
ajam-34	124	6	production	production	NOUN
ajam-34	124	7	inputs	input	NOUN
ajam-34	124	8	should	should	AUX
ajam-34	124	9	be	be	AUX
ajam-34	124	10	improved	improve	VERB
ajam-34	124	11	because	because	SCONJ
ajam-34	124	12	the	the	DET
ajam-34	124	13	use	use	NOUN
ajam-34	124	14	of	of	ADP
ajam-34	124	15	such	such	ADJ
ajam-34	124	16	inputs	input	NOUN
ajam-34	124	17	is	be	AUX
ajam-34	124	18	the	the	DET
ajam-34	124	19	route	route	NOUN
ajam-34	124	20	to	to	ADP
ajam-34	124	21	commercialization	commercialization	NOUN
ajam-34	124	22	and	and	CCONJ
ajam-34	124	23	the	the	DET
ajam-34	124	24	ultimate	ultimate	ADJ
ajam-34	124	25	realization	realization	NOUN
ajam-34	124	26	of	of	ADP
ajam-34	124	27	the	the	DET
ajam-34	124	28	benefits	benefit	NOUN
ajam-34	124	29	of	of	ADP
ajam-34	124	30	enhanced	enhanced	ADJ
ajam-34	124	31	market	market	NOUN
ajam-34	124	32	information	information	NOUN
ajam-34	124	33	.	.	PUNCT
ajam-34	125	1	there	there	PRON
ajam-34	125	2	is	be	VERB
ajam-34	125	3	a	a	DET
ajam-34	125	4	latent	latent	NOUN
ajam-34	125	5	potential	potential	NOUN
ajam-34	125	6	for	for	ADP
ajam-34	125	7	icts	ict	NOUN
ajam-34	125	8	,	,	PUNCT
ajam-34	125	9	especially	especially	ADV
ajam-34	125	10	the	the	DET
ajam-34	125	11	mobile	mobile	ADJ
ajam-34	125	12	phone	phone	NOUN
ajam-34	125	13	to	to	PART
ajam-34	125	14	facilitate	facilitate	VERB
ajam-34	125	15	transactions	transaction	NOUN
ajam-34	125	16	of	of	ADP
ajam-34	125	17	rural	rural	ADJ
ajam-34	125	18	farm	farm	NOUN
ajam-34	125	19	households	household	NOUN
ajam-34	125	20	,	,	PUNCT
ajam-34	125	21	which	which	PRON
ajam-34	125	22	can	can	AUX
ajam-34	125	23	be	be	AUX
ajam-34	125	24	realized	realize	VERB
ajam-34	125	25	through	through	ADP
ajam-34	125	26	positive	positive	ADJ
ajam-34	125	27	partnership	partnership	NOUN
ajam-34	125	28	between	between	ADP
ajam-34	125	29	the	the	DET
ajam-34	125	30	private	private	ADJ
ajam-34	125	31	and	and	CCONJ
ajam-34	125	32	the	the	DET
ajam-34	125	33	public	public	ADJ
ajam-34	125	34	sectors	sector	NOUN
ajam-34	125	35	;	;	PUNCT
ajam-34	125	36	the	the	DET
ajam-34	125	37	latter	latter	NOUN
ajam-34	125	38	has	have	VERB
ajam-34	125	39	the	the	DET
ajam-34	125	40	responsibility	responsibility	NOUN
ajam-34	125	41	to	to	PART
ajam-34	125	42	identify	identify	VERB
ajam-34	125	43	the	the	DET
ajam-34	125	44	needs	need	NOUN
ajam-34	125	45	of	of	ADP
ajam-34	125	46	rural	rural	ADJ
ajam-34	125	47	farm	farm	NOUN
ajam-34	125	48	households	household	NOUN
ajam-34	125	49	that	that	PRON
ajam-34	125	50	can	can	AUX
ajam-34	125	51	be	be	AUX
ajam-34	125	52	addressed	address	VERB
ajam-34	125	53	most	most	ADV
ajam-34	125	54	effectively	effectively	ADV
ajam-34	125	55	by	by	ADP
ajam-34	125	56	modern	modern	ADJ
ajam-34	125	57	icts	ict	NOUN
ajam-34	125	58	,	,	PUNCT
ajam-34	125	59	while	while	SCONJ
ajam-34	125	60	the	the	DET
ajam-34	125	61	former	former	ADJ
ajam-34	125	62	’s	’s	PART
ajam-34	125	63	role	role	NOUN
ajam-34	125	64	is	be	AUX
ajam-34	125	65	to	to	PART
ajam-34	125	66	innovate	innovate	VERB
ajam-34	125	67	to	to	PART
ajam-34	125	68	deliver	deliver	VERB
ajam-34	125	69	the	the	DET
ajam-34	125	70	services	service	NOUN
ajam-34	125	71	cost	cost	VERB
ajam-34	125	72	effectively	effectively	ADV
ajam-34	125	73	.	.	PUNCT
ajam-34	126	1	policies	policy	NOUN
ajam-34	126	2	that	that	PRON
ajam-34	126	3	improve	improve	VERB
ajam-34	126	4	farm	farm	NOUN
ajam-34	126	5	level	level	NOUN
ajam-34	126	6	adoption	adoption	NOUN
ajam-34	126	7	of	of	ADP
ajam-34	126	8	improved	improved	ADJ
ajam-34	126	9	technology	technology	NOUN
ajam-34	126	10	and	and	CCONJ
ajam-34	126	11	facilities	facility	NOUN
ajam-34	126	12	,	,	PUNCT
ajam-34	126	13	and	and	CCONJ
ajam-34	126	14	road	road	NOUN
ajam-34	126	15	surface	surface	NOUN
ajam-34	126	16	conditions	condition	NOUN
ajam-34	126	17	and	and	CCONJ
ajam-34	126	18	networks	network	NOUN
ajam-34	126	19	will	will	AUX
ajam-34	126	20	be	be	AUX
ajam-34	126	21	needed	need	VERB
ajam-34	126	22	to	to	PART
ajam-34	126	23	ensure	ensure	VERB
ajam-34	126	24	that	that	SCONJ
ajam-34	126	25	the	the	DET
ajam-34	126	26	farmers	farmer	NOUN
ajam-34	126	27	can	can	AUX
ajam-34	126	28	produce	produce	VERB
ajam-34	126	29	more	more	ADJ
ajam-34	126	30	(	(	PUNCT
ajam-34	126	31	through	through	ADP
ajam-34	126	32	higher	high	ADJ
ajam-34	126	33	use	use	NOUN
ajam-34	126	34	of	of	ADP
ajam-34	126	35	inputs	input	NOUN
ajam-34	126	36	and	and	CCONJ
ajam-34	126	37	yields	yield	NOUN
ajam-34	126	38	)	)	PUNCT
ajam-34	126	39	and	and	CCONJ
ajam-34	126	40	increase	increase	VERB
ajam-34	126	41	sales	sale	NOUN
ajam-34	126	42	in	in	ADP
ajam-34	126	43	more	more	ADJ
ajam-34	126	44	lucrative	lucrative	ADJ
ajam-34	126	45	markets	market	NOUN
ajam-34	126	46	.	.	PUNCT
ajam-34	127	1	acknowledgement	acknowledgement	NOUN
ajam-34	127	2	authors	author	NOUN
ajam-34	127	3	acknowledge	acknowledge	VERB
ajam-34	127	4	the	the	DET
ajam-34	127	5	funding	funding	NOUN
ajam-34	127	6	support	support	NOUN
ajam-34	127	7	provided	provide	VERB
ajam-34	127	8	by	by	ADP
ajam-34	127	9	the	the	DET
ajam-34	127	10	alemna	alemna	PROPN
ajam-34	127	11	aa	aa	NOUN
ajam-34	127	12	,	,	PUNCT
ajam-34	127	13	sam	sam	PROPN
ajam-34	127	14	j	j	PROPN
ajam-34	127	15	(	(	PUNCT
ajam-34	127	16	2006	2006	NUM
ajam-34	127	17	)	)	PUNCT
ajam-34	127	18	.	.	PUNCT
ajam-34	128	1	critical	critical	ADJ
ajam-34	128	2	issues	issue	NOUN
ajam-34	128	3	in	in	ADP
ajam-34	128	4	information	information	NOUN
ajam-34	128	5	and	and	CCONJ
ajam-34	128	6	communication	communication	NOUN
ajam-34	128	7	technologies	technology	NOUN
ajam-34	128	8	for	for	ADP
ajam-34	128	9	rural	rural	ADJ
ajam-34	128	10	development	development	NOUN
ajam-34	128	11	in	in	ADP
ajam-34	128	12	ghana	ghana	PROPN
ajam-34	128	13	.	.	PUNCT
ajam-34	129	1	inf	inf	PROPN
ajam-34	129	2	.	.	PUNCT
ajam-34	129	3	dev	dev	PROPN
ajam-34	129	4	.	.	PUNCT
ajam-34	130	1	22:236	22:236	NUM
ajam-34	130	2	-	-	SYM
ajam-34	130	3	260	260	NUM
ajam-34	130	4	.	.	PUNCT
ajam-34	130	5	ali	ali	PROPN
ajam-34	130	6	a	a	PRON
ajam-34	130	7	,	,	PUNCT
ajam-34	130	8	abdulai	abdulai	PROPN
ajam-34	130	9	a	a	PRON
ajam-34	130	10	(	(	PUNCT
ajam-34	130	11	2010	2010	NUM
ajam-34	130	12	)	)	PUNCT
ajam-34	130	13	.	.	PUNCT
ajam-34	131	1	the	the	DET
ajam-34	131	2	adoption	adoption	NOUN
ajam-34	131	3	of	of	ADP
ajam-34	131	4	genetically	genetically	ADV
ajam-34	131	5	modified	modify	VERB
ajam-34	131	6	cotton	cotton	NOUN
ajam-34	131	7	and	and	CCONJ
ajam-34	131	8	poverty	poverty	NOUN
ajam-34	131	9	reduction	reduction	NOUN
ajam-34	131	10	in	in	ADP
ajam-34	131	11	pakistan	pakistan	PROPN
ajam-34	131	12	.	.	PUNCT
ajam-34	132	1	j.	j.	PROPN
ajam-34	132	2	agric	agric	PROPN
ajam-34	132	3	.	.	PROPN
ajam-34	133	1	econ	econ	PROPN
ajam-34	133	2	.	.	PUNCT
ajam-34	134	1	61:175	61:175	NOUN
ajam-34	134	2	-	-	PUNCT
ajam-34	134	3	192	192	NUM
ajam-34	134	4	.	.	PUNCT
ajam-34	135	1	barrett	barrett	PROPN
ajam-34	135	2	c	c	PROPN
ajam-34	135	3	(	(	PUNCT
ajam-34	135	4	2008	2008	NUM
ajam-34	135	5	)	)	PUNCT
ajam-34	135	6	.	.	PUNCT
ajam-34	136	1	smallholder	smallholder	NOUN
ajam-34	136	2	market	market	NOUN
ajam-34	136	3	participation	participation	NOUN
ajam-34	136	4	:	:	PUNCT
ajam-34	136	5	concepts	concept	NOUN
ajam-34	136	6	and	and	CCONJ
ajam-34	136	7	evidence	evidence	NOUN
ajam-34	136	8	from	from	ADP
ajam-34	136	9	eastern	eastern	ADJ
ajam-34	136	10	and	and	CCONJ
ajam-34	136	11	southern	southern	PROPN
ajam-34	136	12	africa	africa	PROPN
ajam-34	136	13	.	.	PUNCT
ajam-34	137	1	food	food	NOUN
ajam-34	137	2	policy	policy	NOUN
ajam-34	137	3	34:299	34:299	NUM
ajam-34	137	4	-	-	PUNCT
ajam-34	137	5	317	317	NUM
ajam-34	137	6	becerril	becerril	NOUN
ajam-34	137	7	j	j	PROPN
ajam-34	137	8	,	,	PUNCT
ajam-34	137	9	abdulai	abdulai	PROPN
ajam-34	137	10	a	a	PRON
ajam-34	137	11	(	(	PUNCT
ajam-34	137	12	2009	2009	NUM
ajam-34	137	13	)	)	PUNCT
ajam-34	137	14	.	.	PUNCT
ajam-34	138	1	the	the	DET
ajam-34	138	2	impact	impact	NOUN
ajam-34	138	3	of	of	ADP
ajam-34	138	4	improved	improved	ADJ
ajam-34	138	5	maize	maize	NOUN
ajam-34	138	6	varieties	variety	NOUN
ajam-34	138	7	on	on	ADP
ajam-34	138	8	poverty	poverty	NOUN
ajam-34	138	9	in	in	ADP
ajam-34	138	10	mexico	mexico	PROPN
ajam-34	138	11	:	:	PUNCT
ajam-34	138	12	a	a	DET
ajam-34	138	13	propensity	propensity	NOUN
ajam-34	138	14	score	score	NOUN
ajam-34	138	15	matching	matching	NOUN
ajam-34	138	16	approach	approach	NOUN
ajam-34	138	17	.	.	PUNCT
ajam-34	139	1	world	world	PROPN
ajam-34	139	2	dev	dev	PROPN
ajam-34	139	3	.	.	PUNCT
ajam-34	140	1	38(7):1024	38(7):1024	NUM
ajam-34	140	2	-	-	SYM
ajam-34	140	3	1035	1035	NUM
ajam-34	140	4	.	.	PUNCT
ajam-34	141	1	blundell	blundell	PROPN
ajam-34	141	2	r	r	PROPN
ajam-34	141	3	,	,	PUNCT
ajam-34	141	4	costa	costa	PROPN
ajam-34	141	5	dias	dias	PROPN
ajam-34	141	6	m	m	VERB
ajam-34	141	7	(	(	PUNCT
ajam-34	141	8	2008	2008	NUM
ajam-34	141	9	)	)	PUNCT
ajam-34	141	10	.	.	PUNCT
ajam-34	142	1	alternative	alternative	ADJ
ajam-34	142	2	approaches	approach	NOUN
ajam-34	142	3	to	to	ADP
ajam-34	142	4	evaluation	evaluation	NOUN
ajam-34	142	5	in	in	ADP
ajam-34	142	6	empirical	empirical	ADJ
ajam-34	142	7	microeconomics	microeconomic	NOUN
ajam-34	142	8	.	.	PUNCT
ajam-34	143	1	j.	j.	PROPN
ajam-34	143	2	hum	hum	PROPN
ajam-34	143	3	.	.	PUNCT
ajam-34	144	1	resour	resour	NOUN
ajam-34	144	2	.	.	PUNCT
ajam-34	145	1	44(3):565	44(3):565	NOUN
ajam-34	145	2	-	-	NOUN
ajam-34	145	3	640	640	NUM
ajam-34	145	4	.	.	PUNCT
ajam-34	146	1	deheja	deheja	PROPN
ajam-34	146	2	r	r	NOUN
ajam-34	146	3	,	,	PUNCT
ajam-34	146	4	wahba	wahba	NOUN
ajam-34	146	5	s	s	PROPN
ajam-34	146	6	(	(	PUNCT
ajam-34	146	7	2002	2002	NUM
ajam-34	146	8	)	)	PUNCT
ajam-34	146	9	.	.	PUNCT
ajam-34	147	1	propensity	propensity	NOUN
ajam-34	147	2	score	score	NOUN
ajam-34	147	3	matching	matching	NOUN
ajam-34	147	4	methods	method	NOUN
ajam-34	147	5	for	for	ADP
ajam-34	147	6	non	non	ADJ
ajam-34	147	7	-	-	ADJ
ajam-34	147	8	experimental	experimental	ADJ
ajam-34	147	9	causal	causal	ADJ
ajam-34	147	10	studies	study	NOUN
ajam-34	147	11	.	.	PUNCT
ajam-34	148	1	rev	rev	PROPN
ajam-34	148	2	.	.	PROPN
ajam-34	148	3	econs	econ	NOUN
ajam-34	148	4	.	.	PUNCT
ajam-34	149	1	stat	stat	PROPN
ajam-34	149	2	.	.	PUNCT
ajam-34	150	1	84:151	84:151	NUM
ajam-34	150	2	-	-	SYM
ajam-34	150	3	161	161	NUM
ajam-34	150	4	.	.	PUNCT
ajam-34	151	1	finger	finger	NOUN
ajam-34	151	2	r	r	NOUN
ajam-34	151	3	,	,	PUNCT
ajam-34	151	4	el	el	PROPN
ajam-34	151	5	benni	benni	PROPN
ajam-34	151	6	n	n	PROPN
ajam-34	151	7	(	(	PUNCT
ajam-34	151	8	2011	2011	NUM
ajam-34	151	9	)	)	PUNCT
ajam-34	151	10	.	.	PUNCT
ajam-34	152	1	farmers	farmer	NOUN
ajam-34	152	2	’	’	PART
ajam-34	152	3	adoption	adoption	NOUN
ajam-34	152	4	of	of	ADP
ajam-34	152	5	extensive	extensive	ADJ
ajam-34	152	6	wheat	wheat	NOUN
ajam-34	152	7	production	production	NOUN
ajam-34	152	8	determinants	determinant	NOUN
ajam-34	152	9	and	and	CCONJ
ajam-34	152	10	implications	implication	NOUN
ajam-34	152	11	.	.	PUNCT
ajam-34	153	1	paper	paper	NOUN
ajam-34	153	2	prepared	prepare	VERB
ajam-34	153	3	for	for	ADP
ajam-34	153	4	the	the	DET
ajam-34	153	5	122nd	122nd	ADJ
ajam-34	153	6	eaae	eaae	PROPN
ajam-34	153	7	seminar	seminar	NOUN
ajam-34	153	8	,	,	PUNCT
ajam-34	153	9	"	"	PUNCT
ajam-34	153	10	evidence	evidence	NOUN
ajam-34	153	11	-	-	PUNCT
ajam-34	153	12	based	base	VERB
ajam-34	153	13	agricultural	agricultural	ADJ
ajam-34	153	14	and	and	CCONJ
ajam-34	153	15	rural	rural	ADJ
ajam-34	153	16	policy	policy	NOUN
ajam-34	153	17	making	making	NOUN
ajam-34	153	18	:	:	PUNCT
ajam-34	153	19	methodological	methodological	ADJ
ajam-34	153	20	and	and	CCONJ
ajam-34	153	21	empirical	empirical	ADJ
ajam-34	153	22	challenges	challenge	NOUN
ajam-34	153	23	of	of	ADP
ajam-34	153	24	policy	policy	NOUN
ajam-34	153	25	evaluation	evaluation	NOUN
ajam-34	153	26	"	"	PUNCT
ajam-34	153	27	.	.	PUNCT
ajam-34	154	1	ancona	ancona	PROPN
ajam-34	154	2	,	,	PUNCT
ajam-34	154	3	february	february	PROPN
ajam-34	154	4	17	17	NUM
ajam-34	154	5	-	-	SYM
ajam-34	154	6	18	18	NUM
ajam-34	154	7	,	,	PUNCT
ajam-34	154	8	2011	2011	NUM
ajam-34	154	9	.	.	PUNCT
ajam-34	155	1	moser	moser	PROPN
ajam-34	155	2	c	c	PROPN
ajam-34	155	3	,	,	PUNCT
ajam-34	155	4	barrett	barrett	PROPN
ajam-34	155	5	c	c	PROPN
ajam-34	155	6	,	,	PUNCT
ajam-34	155	7	minten	minten	ADJ
ajam-34	155	8	b	b	X
ajam-34	155	9	(	(	PUNCT
ajam-34	155	10	2005	2005	NUM
ajam-34	155	11	)	)	PUNCT
ajam-34	155	12	.	.	PUNCT
ajam-34	156	1	missed	miss	VERB
ajam-34	156	2	opportunities	opportunity	NOUN
ajam-34	156	3	and	and	CCONJ
ajam-34	156	4	missing	miss	VERB
ajam-34	156	5	markets	market	NOUN
ajam-34	156	6	:	:	PUNCT
ajam-34	156	7	spatial	spatial	ADJ
ajam-34	156	8	-	-	PUNCT
ajam-34	156	9	temporal	temporal	ADJ
ajam-34	156	10	arbitrage	arbitrage	NOUN
ajam-34	156	11	of	of	ADP
ajam-34	156	12	rice	rice	NOUN
ajam-34	156	13	in	in	ADP
ajam-34	156	14	madagascar	madagascar	PROPN
ajam-34	156	15	.	.	PUNCT
ajam-34	157	1	selected	select	VERB
ajam-34	157	2	paper	paper	NOUN
ajam-34	157	3	presented	present	VERB
ajam-34	157	4	at	at	ADP
ajam-34	157	5	the	the	DET
ajam-34	157	6	american	american	ADJ
ajam-34	157	7	agricultural	agricultural	PROPN
ajam-34	157	8	economists	economist	NOUN
ajam-34	157	9	association	association	NOUN
ajam-34	157	10	annual	annual	ADJ
ajam-34	157	11	meeting	meeting	NOUN
ajam-34	157	12	,	,	PUNCT
ajam-34	157	13	providence	providence	NOUN
ajam-34	157	14	,	,	PUNCT
ajam-34	157	15	rhode	rhode	NOUN
ajam-34	157	16	island	island	NOUN
ajam-34	157	17	,	,	PUNCT
ajam-34	157	18	july	july	PROPN
ajam-34	157	19	24	24	NUM
ajam-34	157	20	-	-	SYM
ajam-34	157	21	27	27	NUM
ajam-34	157	22	,	,	PUNCT
ajam-34	157	23	2005	2005	NUM
ajam-34	157	24	.	.	PUNCT
ajam-34	158	1	munyua	munyua	PROPN
ajam-34	158	2	h	h	PROPN
ajam-34	158	3	(	(	PUNCT
ajam-34	158	4	2007	2007	NUM
ajam-34	158	5	)	)	PUNCT
ajam-34	158	6	.	.	PUNCT
ajam-34	159	1	icts	ict	NOUN
ajam-34	159	2	and	and	CCONJ
ajam-34	159	3	small	small	ADJ
ajam-34	159	4	scale	scale	NOUN
ajam-34	159	5	agriculture	agriculture	NOUN
ajam-34	159	6	in	in	ADP
ajam-34	159	7	africa	africa	PROPN
ajam-34	159	8	:	:	PUNCT
ajam-34	159	9	a	a	DET
ajam-34	159	10	scoping	scope	VERB
ajam-34	159	11	study	study	NOUN
ajam-34	159	12	.	.	PUNCT
ajam-34	160	1	draft	draft	NOUN
ajam-34	160	2	report	report	NOUN
ajam-34	160	3	1	1	NUM
ajam-34	160	4	submitted	submit	VERB
ajam-34	160	5	to	to	ADP
ajam-34	160	6	international	international	ADJ
ajam-34	160	7	development	development	NOUN
ajam-34	160	8	research	research	NOUN
ajam-34	160	9	center	center	NOUN
ajam-34	160	10	.	.	PUNCT
ajam-34	161	1	okello	okello	PROPN
ajam-34	162	1	jj	jj	PROPN
ajam-34	162	2	,	,	PUNCT
ajam-34	162	3	ndirangu	ndirangu	VERB
ajam-34	162	4	lk	lk	NOUN
ajam-34	162	5	(	(	PUNCT
ajam-34	162	6	2009	2009	NUM
ajam-34	162	7	)	)	PUNCT
ajam-34	162	8	.	.	PUNCT
ajam-34	163	1	background	background	NOUN
ajam-34	163	2	study	study	NOUN
ajam-34	163	3	of	of	ADP
ajam-34	163	4	the	the	DET
ajam-34	163	5	status	status	NOUN
ajam-34	163	6	of	of	ADP
ajam-34	163	7	ict	ict	PROPN
ajam-34	163	8	use	use	NOUN
ajam-34	163	9	in	in	ADP
ajam-34	163	10	kenyan	kenyan	ADJ
ajam-34	163	11	agriculture	agriculture	NOUN
ajam-34	163	12	.	.	PUNCT
ajam-34	164	1	a	a	DET
ajam-34	164	2	paper	paper	NOUN
ajam-34	164	3	presented	present	VERB
ajam-34	164	4	at	at	ADP
ajam-34	164	5	the	the	DET
ajam-34	164	6	proposal	proposal	NOUN
ajam-34	164	7	development	development	NOUN
ajam-34	164	8	workshop	workshop	NOUN
ajam-34	164	9	on	on	ADP
ajam-34	164	10	“	"	PUNCT
ajam-34	164	11	the	the	DET
ajam-34	164	12	role	role	NOUN
ajam-34	164	13	of	of	ADP
ajam-34	164	14	ict	ict	NOUN
ajam-34	164	15	-	-	PUNCT
ajam-34	164	16	based	base	VERB
ajam-34	164	17	interventions	intervention	NOUN
ajam-34	164	18	in	in	ADP
ajam-34	164	19	linking	link	VERB
ajam-34	164	20	farmers	farmer	NOUN
ajam-34	164	21	to	to	ADP
ajam-34	164	22	markets	market	NOUN
ajam-34	164	23	”	"	PUNCT
ajam-34	164	24	,	,	PUNCT
ajam-34	164	25	antananarivo	antananarivo	PROPN
ajam-34	164	26	,	,	PUNCT
ajam-34	164	27	july	july	PROPN
ajam-34	164	28	2008	2008	NUM
ajam-34	164	29	.	.	PUNCT
ajam-34	165	1	republic	republic	NOUN
ajam-34	165	2	of	of	ADP
ajam-34	165	3	ghana	ghana	PROPN
ajam-34	165	4	(	(	PUNCT
ajam-34	165	5	2003a	2003a	NUM
ajam-34	165	6	)	)	PUNCT
ajam-34	165	7	.	.	PUNCT
ajam-34	166	1	the	the	DET
ajam-34	166	2	ghana	ghana	PROPN
ajam-34	166	3	ict	ict	PROPN
ajam-34	166	4	for	for	ADP
ajam-34	166	5	accelerated	accelerated	ADJ
ajam-34	166	6	development	development	NOUN
ajam-34	166	7	(	(	PUNCT
ajam-34	166	8	ict4ad	ict4ad	NOUN
ajam-34	166	9	)	)	PUNCT
ajam-34	166	10	policy	policy	NOUN
ajam-34	166	11	.	.	PUNCT
ajam-34	167	1	ministry	ministry	NOUN
ajam-34	167	2	of	of	ADP
ajam-34	167	3	communication	communication	PROPN
ajam-34	167	4	,	,	PUNCT
ajam-34	167	5	accra	accra	NOUN
ajam-34	167	6	.	.	PUNCT
ajam-34	168	1	republic	republic	PROPN
ajam-34	168	2	of	of	ADP
ajam-34	168	3	ghana	ghana	PROPN
ajam-34	168	4	(	(	PUNCT
ajam-34	168	5	2003b	2003b	NUM
ajam-34	168	6	)	)	PUNCT
ajam-34	168	7	.	.	PUNCT
ajam-34	169	1	ghana	ghana	PROPN
ajam-34	169	2	poverty	poverty	NOUN
ajam-34	169	3	reduction	reduction	NOUN
ajam-34	169	4	strategy	strategy	NOUN
ajam-34	169	5	.	.	PUNCT
ajam-34	170	1	national	national	PROPN
ajam-34	170	2	development	development	PROPN
ajam-34	170	3	planning	planning	PROPN
ajam-34	170	4	commission	commission	PROPN
ajam-34	170	5	,	,	PUNCT
ajam-34	170	6	accra	accra	PROPN
ajam-34	170	7	.	.	PUNCT
ajam-34	171	1	republic	republic	PROPN
ajam-34	171	2	of	of	ADP
ajam-34	171	3	ghana	ghana	PROPN
ajam-34	171	4	(	(	PUNCT
ajam-34	171	5	2006	2006	NUM
ajam-34	171	6	)	)	PUNCT
ajam-34	171	7	.	.	PUNCT
ajam-34	172	1	growth	growth	NOUN
ajam-34	172	2	poverty	poverty	NOUN
ajam-34	172	3	reduction	reduction	NOUN
ajam-34	172	4	strategy	strategy	NOUN
ajam-34	172	5	.	.	PUNCT
ajam-34	173	1	national	national	PROPN
ajam-34	173	2	development	development	PROPN
ajam-34	173	3	planning	planning	PROPN
ajam-34	173	4	commission	commission	PROPN
ajam-34	173	5	,	,	PUNCT
ajam-34	173	6	accra	accra	PROPN
ajam-34	173	7	.	.	PUNCT
ajam-34	174	1	al	al	PROPN
ajam-34	174	2	-	-	PUNCT
ajam-34	174	3	hassan	hassan	PROPN
ajam-34	174	4	et	et	PROPN
ajam-34	174	5	al	al	PROPN
ajam-34	174	6	.	.	PROPN
ajam-34	174	7	015	015	NUM
ajam-34	175	1	rogers	rogers	PROPN
ajam-34	175	2	em	em	PRON
ajam-34	175	3	(	(	PUNCT
ajam-34	175	4	2003	2003	NUM
ajam-34	175	5	)	)	PUNCT
ajam-34	175	6	.	.	PUNCT
ajam-34	176	1	diffusion	diffusion	NOUN
ajam-34	176	2	of	of	ADP
ajam-34	176	3	innovations	innovation	NOUN
ajam-34	176	4	,	,	PUNCT
ajam-34	176	5	5	5	NUM
ajam-34	176	6	th	th	NUM
ajam-34	176	7	edition	edition	NOUN
ajam-34	176	8	.	.	PUNCT
ajam-34	177	1	free	free	PROPN
ajam-34	177	2	press	press	PROPN
ajam-34	177	3	,	,	PUNCT
ajam-34	177	4	new	new	PROPN
ajam-34	177	5	york	york	PROPN
ajam-34	177	6	,	,	PUNCT
ajam-34	177	7	u.s.a	u.s.a	PROPN
ajam-34	177	8	.	.	PROPN
ajam-34	177	9	sampong	sampong	PROPN
ajam-34	177	10	dd	dd	PROPN
ajam-34	177	11	,	,	PUNCT
ajam-34	177	12	irene	irene	PROPN
ajam-34	177	13	egyir	egyir	PROPN
ajam-34	177	14	s	s	PROPN
ajam-34	177	15	,	,	PUNCT
ajam-34	177	16	osei	osei	PROPN
ajam-34	177	17	-	-	PUNCT
ajam-34	177	18	asare	asare	PROPN
ajam-34	177	19	y	y	PROPN
ajam-34	177	20	(	(	PUNCT
ajam-34	177	21	2007	2007	NUM
ajam-34	177	22	)	)	PUNCT
ajam-34	177	23	.	.	PUNCT
ajam-34	178	1	assessing	assess	VERB
ajam-34	178	2	rural	rural	ADJ
ajam-34	178	3	women	woman	NOUN
ajam-34	178	4	food	food	NOUN
ajam-34	178	5	producers	producer	NOUN
ajam-34	178	6	capacity	capacity	NOUN
ajam-34	178	7	to	to	PART
ajam-34	178	8	adopt	adopt	VERB
ajam-34	178	9	modern	modern	ADJ
ajam-34	178	10	ictsa	ictsa	NOUN
ajam-34	178	11	case	case	NOUN
ajam-34	178	12	study	study	NOUN
ajam-34	178	13	of	of	ADP
ajam-34	178	14	the	the	DET
ajam-34	178	15	mfantsiman	mfantsiman	NOUN
ajam-34	178	16	district	district	PROPN
ajam-34	178	17	of	of	ADP
ajam-34	178	18	ghana	ghana	PROPN
ajam-34	178	19	.	.	PUNCT
ajam-34	179	1	2	2	NUM
ajam-34	179	2	nd	nd	NUM
ajam-34	179	3	biennial	biennial	ADJ
ajam-34	179	4	conference	conference	NOUN
ajam-34	179	5	of	of	ADP
ajam-34	179	6	african	african	ADJ
ajam-34	179	7	association	association	NOUN
ajam-34	179	8	of	of	ADP
ajam-34	179	9	agricultural	agricultural	ADJ
ajam-34	179	10	economists	economist	NOUN
ajam-34	179	11	(	(	PUNCT
ajam-34	179	12	aaae	aaae	NOUN
ajam-34	179	13	)	)	PUNCT
ajam-34	179	14	,	,	PUNCT
ajam-34	179	15	la	la	PROPN
ajam-34	179	16	palm	palm	PROPN
ajam-34	179	17	beach	beach	NOUN
ajam-34	179	18	hotel	hotel	NOUN
ajam-34	179	19	,	,	PUNCT
ajam-34	179	20	accra	accra	PROPN
ajam-34	179	21	august	august	PROPN
ajam-34	179	22	20	20	NUM
ajam-34	179	23	-	-	SYM
ajam-34	179	24	23	23	NUM
ajam-34	179	25	,	,	PUNCT
ajam-34	179	26	2007	2007	NUM
ajam-34	179	27	.	.	PUNCT
ajam-34	180	1	tollens	tollen	NOUN
ajam-34	180	2	ef	ef	PROPN
ajam-34	180	3	(	(	PUNCT
ajam-34	180	4	2006	2006	NUM
ajam-34	180	5	)	)	PUNCT
ajam-34	180	6	.	.	PUNCT
ajam-34	181	1	market	market	NOUN
ajam-34	181	2	information	information	NOUN
ajam-34	181	3	systems	system	NOUN
ajam-34	181	4	in	in	ADP
ajam-34	181	5	sub	sub	ADJ
ajam-34	181	6	-	-	ADJ
ajam-34	181	7	sahara	sahara	ADJ
ajam-34	181	8	africa	africa	PROPN
ajam-34	181	9	challenges	challenge	NOUN
ajam-34	181	10	and	and	CCONJ
ajam-34	181	11	opportunities	opportunity	NOUN
ajam-34	181	12	.	.	PUNCT
ajam-34	182	1	poster	poster	NOUN
ajam-34	182	2	paper	paper	NOUN
ajam-34	182	3	prepared	prepare	VERB
ajam-34	182	4	for	for	ADP
ajam-34	182	5	presentation	presentation	NOUN
ajam-34	182	6	at	at	ADP
ajam-34	182	7	the	the	DET
ajam-34	182	8	international	international	ADJ
ajam-34	182	9	association	association	NOUN
ajam-34	182	10	of	of	ADP
ajam-34	182	11	agricultural	agricultural	ADJ
ajam-34	182	12	economists	economist	NOUN
ajam-34	182	13	conference	conference	NOUN
ajam-34	182	14	,	,	PUNCT
ajam-34	182	15	gold	gold	NOUN
ajam-34	182	16	coast	coast	NOUN
ajam-34	182	17	,	,	PUNCT
ajam-34	182	18	australia	australia	PROPN
ajam-34	182	19	august12	august12	PROPN
ajam-34	182	20	-	-	PUNCT
ajam-34	182	21	18	18	NUM
ajam-34	182	22	,	,	PUNCT
ajam-34	182	23	2006	2006	NUM
ajam-34	182	24	.	.	PUNCT
ajam-34	183	1	appendix	appendix	NOUN
ajam-34	183	2	0	0	NUM
ajam-34	184	1	.2	.2	NUM
ajam-34	184	2	.4	.4	NUM
ajam-34	185	1	.6	.6	NUM
ajam-34	185	2	.8	.8	NUM
ajam-34	185	3	1	1	NUM
ajam-34	185	4	propensity	propensity	NOUN
ajam-34	185	5	score	score	NOUN
ajam-34	185	6	untreated	untreate	VERB
ajam-34	185	7	treated	treat	VERB
ajam-34	185	8	appendix	appendix	NOUN
ajam-34	185	9	1	1	NUM
ajam-34	185	10	.	.	PUNCT
ajam-34	185	11	distribution	distribution	NOUN
ajam-34	185	12	of	of	ADP
ajam-34	185	13	propensity	propensity	NOUN
ajam-34	185	14	scores	score	NOUN
ajam-34	185	15	.	.	PUNCT