id	sid	tid	token	lemma	pos
ajam-184	1	1	in	in	ADP
ajam-184	1	2	ternationa	ternationa	NOUN
ajam-184	1	3	l	l	NOUN
ajam-184	1	4	scholars	scholar	NOUN
ajam-184	1	5	journa	journa	VERB
ajam-184	1	6	ls	ls	ADJ
ajam-184	1	7	african	african	ADJ
ajam-184	1	8	journal	journal	NOUN
ajam-184	1	9	of	of	ADP
ajam-184	1	10	agricultural	agricultural	ADJ
ajam-184	1	11	marketing	marketing	NOUN
ajam-184	1	12	issn	issn	PROPN
ajam-184	1	13	2375	2375	NUM
ajam-184	1	14	-	-	SYM
ajam-184	1	15	1061	1061	NUM
ajam-184	1	16	vol	vol	NOUN
ajam-184	1	17	.	.	PROPN
ajam-184	1	18	5	5	NUM
ajam-184	1	19	(	(	PUNCT
ajam-184	1	20	7	7	NUM
ajam-184	1	21	)	)	PUNCT
ajam-184	1	22	,	,	PUNCT
ajam-184	1	23	pp	pp	PROPN
ajam-184	1	24	.	.	PUNCT
ajam-184	2	1	001	001	NUM
ajam-184	2	2	-	-	PUNCT
ajam-184	2	3	009	009	NUM
ajam-184	2	4	,	,	PUNCT
ajam-184	2	5	july	july	PROPN
ajam-184	2	6	,	,	PUNCT
ajam-184	2	7	2017	2017	NUM
ajam-184	2	8	.	.	PUNCT
ajam-184	3	1	available	available	ADJ
ajam-184	3	2	online	online	ADV
ajam-184	3	3	at	at	ADP
ajam-184	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-184	3	5	©	©	PROPN
ajam-184	3	6	international	international	ADJ
ajam-184	3	7	scholars	scholar	NOUN
ajam-184	3	8	journals	journal	NOUN
ajam-184	3	9	author(s	author(s	PROPN
ajam-184	3	10	)	)	PUNCT
ajam-184	3	11	author(s	author(s	NOUN
ajam-184	3	12	)	)	PUNCT
ajam-184	3	13	retain	retain	VERB
ajam-184	3	14	the	the	DET
ajam-184	3	15	copyright	copyright	NOUN
ajam-184	3	16	of	of	ADP
ajam-184	3	17	this	this	DET
ajam-184	3	18	article	article	NOUN
ajam-184	3	19	.	.	PUNCT
ajam-184	4	1	full	full	ADJ
ajam-184	4	2	length	length	NOUN
ajam-184	4	3	research	research	NOUN
ajam-184	4	4	paper	paper	NOUN
ajam-184	4	5	determinants	determinant	NOUN
ajam-184	4	6	of	of	ADP
ajam-184	4	7	adopting	adopt	VERB
ajam-184	4	8	imazapyr	imazapyr	VERB
ajam-184	4	9	-	-	PUNCT
ajam-184	4	10	resistant	resistant	ADJ
ajam-184	4	11	maize	maize	NOUN
ajam-184	4	12	for	for	ADP
ajam-184	4	13	striga	striga	ADJ
ajam-184	4	14	control	control	NOUN
ajam-184	4	15	in	in	ADP
ajam-184	4	16	western	western	ADJ
ajam-184	4	17	kenya	kenya	PROPN
ajam-184	4	18	:	:	PUNCT
ajam-184	4	19	a	a	DET
ajam-184	4	20	double	double	ADJ
ajam-184	4	21	-	-	PUNCT
ajam-184	4	22	hurdle	hurdle	NOUN
ajam-184	4	23	approach	approach	NOUN
ajam-184	4	24	d.	d.	PROPN
ajam-184	4	25	b.	b.	PROPN
ajam-184	4	26	mignouna1,2	mignouna1,2	PROPN
ajam-184	4	27	*	*	PROPN
ajam-184	4	28	,	,	PUNCT
ajam-184	4	29	v.	v.	ADP
ajam-184	4	30	m.	m.	NOUN
ajam-184	4	31	manyong1	manyong1	PROPN
ajam-184	4	32	,	,	PUNCT
ajam-184	4	33	k.	k.	PROPN
ajam-184	4	34	d.	d.	PROPN
ajam-184	4	35	s.	s.	PROPN
ajam-184	4	36	mutabazi2	mutabazi2	PROPN
ajam-184	4	37	and	and	CCONJ
ajam-184	4	38	e.	e.	PROPN
ajam-184	4	39	m.	m.	PROPN
ajam-184	4	40	senkondo2	senkondo2	PROPN
ajam-184	5	1	1	1	NUM
ajam-184	6	1	international	international	PROPN
ajam-184	6	2	institute	institute	PROPN
ajam-184	6	3	of	of	ADP
ajam-184	6	4	tropical	tropical	ADJ
ajam-184	6	5	agriculture	agriculture	NOUN
ajam-184	6	6	(	(	PUNCT
ajam-184	6	7	iita	iita	PROPN
ajam-184	6	8	)	)	PUNCT
ajam-184	6	9	,	,	PUNCT
ajam-184	6	10	p.	p.	PROPN
ajam-184	6	11	o.	o.	PROPN
ajam-184	6	12	box	box	PROPN
ajam-184	6	13	34441	34441	NUM
ajam-184	6	14	,	,	PUNCT
ajam-184	6	15	dar	dar	PROPN
ajam-184	6	16	es	es	NOUN
ajam-184	6	17	salaam	salaam	PROPN
ajam-184	6	18	,	,	PUNCT
ajam-184	6	19	tanzania	tanzania	PROPN
ajam-184	6	20	.	.	PROPN
ajam-184	7	1	2	2	NUM
ajam-184	7	2	department	department	NOUN
ajam-184	7	3	of	of	ADP
ajam-184	7	4	agricultural	agricultural	ADJ
ajam-184	7	5	economics	economic	NOUN
ajam-184	7	6	and	and	CCONJ
ajam-184	7	7	agribusiness	agribusiness	NOUN
ajam-184	7	8	,	,	PUNCT
ajam-184	7	9	sokoine	sokoine	VERB
ajam-184	7	10	university	university	NOUN
ajam-184	7	11	of	of	ADP
ajam-184	7	12	agriculture	agriculture	PROPN
ajam-184	7	13	(	(	PUNCT
ajam-184	7	14	sua	sua	NOUN
ajam-184	7	15	)	)	PUNCT
ajam-184	7	16	,	,	PUNCT
ajam-184	7	17	p.	p.	PROPN
ajam-184	7	18	o.	o.	PROPN
ajam-184	7	19	box	box	PROPN
ajam-184	7	20	3007	3007	NUM
ajam-184	7	21	morogoro	morogoro	PROPN
ajam-184	7	22	,	,	PUNCT
ajam-184	7	23	tanzania	tanzania	PROPN
ajam-184	7	24	.	.	PUNCT
ajam-184	8	1	accepted	accept	VERB
ajam-184	8	2	10	10	NUM
ajam-184	8	3	may	may	NOUN
ajam-184	8	4	,	,	PUNCT
ajam-184	8	5	2017	2017	NUM
ajam-184	8	6	discussions	discussion	NOUN
ajam-184	8	7	and	and	CCONJ
ajam-184	8	8	debates	debate	NOUN
ajam-184	8	9	have	have	AUX
ajam-184	8	10	been	be	AUX
ajam-184	8	11	on	on	ADP
ajam-184	8	12	going	go	VERB
ajam-184	8	13	about	about	ADP
ajam-184	8	14	striga	striga	ADJ
ajam-184	8	15	,	,	PUNCT
ajam-184	8	16	a	a	DET
ajam-184	8	17	major	major	ADJ
ajam-184	8	18	constraint	constraint	NOUN
ajam-184	8	19	to	to	ADP
ajam-184	8	20	increasing	increase	VERB
ajam-184	8	21	maize	maize	NOUN
ajam-184	8	22	production	production	NOUN
ajam-184	8	23	and	and	CCONJ
ajam-184	8	24	food	food	NOUN
ajam-184	8	25	security	security	NOUN
ajam-184	8	26	in	in	ADP
ajam-184	8	27	western	western	ADJ
ajam-184	8	28	kenya	kenya	PROPN
ajam-184	8	29	.	.	PUNCT
ajam-184	9	1	to	to	PART
ajam-184	9	2	inform	inform	VERB
ajam-184	9	3	these	these	DET
ajam-184	9	4	debates	debate	NOUN
ajam-184	9	5	this	this	DET
ajam-184	9	6	paper	paper	NOUN
ajam-184	9	7	applies	apply	VERB
ajam-184	9	8	econometrics	econometric	NOUN
ajam-184	9	9	to	to	ADP
ajam-184	9	10	farm	farm	NOUN
ajam-184	9	11	survey	survey	NOUN
ajam-184	9	12	data	datum	NOUN
ajam-184	9	13	in	in	ADP
ajam-184	9	14	order	order	NOUN
ajam-184	9	15	to	to	PART
ajam-184	9	16	estimate	estimate	VERB
ajam-184	9	17	and	and	CCONJ
ajam-184	9	18	determine	determine	VERB
ajam-184	9	19	the	the	DET
ajam-184	9	20	factors	factor	NOUN
ajam-184	9	21	which	which	PRON
ajam-184	9	22	drive	drive	VERB
ajam-184	9	23	farmers	farmer	NOUN
ajam-184	9	24	’	'	PUNCT
ajam-184	9	25	decision	decision	NOUN
ajam-184	9	26	to	to	PART
ajam-184	9	27	adopt	adopt	VERB
ajam-184	9	28	imazapyr	imazapyr	VERB
ajam-184	9	29	-	-	PUNCT
ajam-184	9	30	resistant	resistant	ADJ
ajam-184	9	31	maize	maize	NOUN
ajam-184	9	32	(	(	PUNCT
ajam-184	9	33	irm	irm	PROPN
ajam-184	9	34	)	)	PUNCT
ajam-184	9	35	,	,	PUNCT
ajam-184	9	36	a	a	DET
ajam-184	9	37	novel	novel	ADJ
ajam-184	9	38	technology	technology	NOUN
ajam-184	9	39	for	for	ADP
ajam-184	9	40	striga	striga	ADJ
ajam-184	9	41	control	control	NOUN
ajam-184	9	42	.	.	PUNCT
ajam-184	10	1	the	the	DET
ajam-184	10	2	study	study	NOUN
ajam-184	10	3	uses	use	VERB
ajam-184	10	4	data	datum	NOUN
ajam-184	10	5	from	from	ADP
ajam-184	10	6	a	a	DET
ajam-184	10	7	multistage	multistage	NOUN
ajam-184	10	8	,	,	PUNCT
ajam-184	10	9	random	random	ADJ
ajam-184	10	10	sample	sample	NOUN
ajam-184	10	11	of	of	ADP
ajam-184	10	12	600	600	NUM
ajam-184	10	13	households	household	NOUN
ajam-184	10	14	of	of	ADP
ajam-184	10	15	which	which	PRON
ajam-184	10	16	,	,	PUNCT
ajam-184	10	17	169	169	NUM
ajam-184	10	18	were	be	AUX
ajam-184	10	19	irm	irm	PROPN
ajam-184	10	20	adopters	adopter	NOUN
ajam-184	10	21	and	and	CCONJ
ajam-184	10	22	431	431	NUM
ajam-184	10	23	were	be	AUX
ajam-184	10	24	non	non	NOUN
ajam-184	10	25	-	-	NOUN
ajam-184	10	26	adopters	adopter	NOUN
ajam-184	10	27	.	.	PUNCT
ajam-184	11	1	this	this	DET
ajam-184	11	2	paper	paper	NOUN
ajam-184	11	3	tests	test	VERB
ajam-184	11	4	the	the	DET
ajam-184	11	5	hypothesis	hypothesis	NOUN
ajam-184	11	6	that	that	PRON
ajam-184	11	7	the	the	DET
ajam-184	11	8	factors	factor	NOUN
ajam-184	11	9	affecting	affect	VERB
ajam-184	11	10	farmers	farmer	NOUN
ajam-184	11	11	’	’	PART
ajam-184	11	12	decision	decision	NOUN
ajam-184	11	13	to	to	PART
ajam-184	11	14	adopt	adopt	VERB
ajam-184	11	15	irm	irm	PROPN
ajam-184	11	16	are	be	AUX
ajam-184	11	17	not	not	PART
ajam-184	11	18	necessarily	necessarily	ADV
ajam-184	11	19	the	the	DET
ajam-184	11	20	same	same	ADJ
ajam-184	11	21	as	as	ADP
ajam-184	11	22	those	those	PRON
ajam-184	11	23	affecting	affect	VERB
ajam-184	11	24	their	their	PRON
ajam-184	11	25	extent	extent	NOUN
ajam-184	11	26	of	of	ADP
ajam-184	11	27	adoption	adoption	NOUN
ajam-184	11	28	.	.	PUNCT
ajam-184	12	1	results	result	NOUN
ajam-184	12	2	from	from	ADP
ajam-184	12	3	the	the	DET
ajam-184	12	4	double	double	ADJ
ajam-184	12	5	-	-	PUNCT
ajam-184	12	6	hurdle	hurdle	NOUN
ajam-184	12	7	model	model	NOUN
ajam-184	12	8	indicates	indicate	VERB
ajam-184	12	9	that	that	SCONJ
ajam-184	12	10	age	age	NOUN
ajam-184	12	11	of	of	ADP
ajam-184	12	12	the	the	DET
ajam-184	12	13	household	household	NOUN
ajam-184	12	14	head	head	NOUN
ajam-184	12	15	,	,	PUNCT
ajam-184	12	16	household	household	NOUN
ajam-184	12	17	size	size	NOUN
ajam-184	12	18	,	,	PUNCT
ajam-184	12	19	membership	membership	NOUN
ajam-184	12	20	to	to	ADP
ajam-184	12	21	social	social	ADJ
ajam-184	12	22	group	group	NOUN
ajam-184	12	23	,	,	PUNCT
ajam-184	12	24	access	access	NOUN
ajam-184	12	25	to	to	ADP
ajam-184	12	26	extension	extension	NOUN
ajam-184	12	27	services	service	NOUN
ajam-184	12	28	and	and	CCONJ
ajam-184	12	29	perception	perception	NOUN
ajam-184	12	30	towards	towards	ADP
ajam-184	12	31	irm	irm	PROPN
ajam-184	12	32	for	for	ADP
ajam-184	12	33	striga	striga	ADJ
ajam-184	12	34	control	control	NOUN
ajam-184	12	35	were	be	AUX
ajam-184	12	36	found	find	VERB
ajam-184	12	37	to	to	PART
ajam-184	12	38	influence	influence	VERB
ajam-184	12	39	the	the	DET
ajam-184	12	40	decision	decision	NOUN
ajam-184	12	41	to	to	PART
ajam-184	12	42	adopt	adopt	VERB
ajam-184	12	43	irm	irm	PROPN
ajam-184	12	44	.	.	PUNCT
ajam-184	13	1	and	and	CCONJ
ajam-184	13	2	,	,	PUNCT
ajam-184	13	3	household	household	NOUN
ajam-184	13	4	size	size	NOUN
ajam-184	13	5	,	,	PUNCT
ajam-184	13	6	gap	gap	NOUN
ajam-184	13	7	between	between	ADP
ajam-184	13	8	maize	maize	NOUN
ajam-184	13	9	production	production	NOUN
ajam-184	13	10	and	and	CCONJ
ajam-184	13	11	consumption	consumption	NOUN
ajam-184	13	12	per	per	ADP
ajam-184	13	13	capita	capita	NOUN
ajam-184	13	14	,	,	PUNCT
ajam-184	13	15	access	access	NOUN
ajam-184	13	16	to	to	ADP
ajam-184	13	17	extension	extension	NOUN
ajam-184	13	18	services	service	NOUN
ajam-184	13	19	and	and	CCONJ
ajam-184	13	20	perception	perception	NOUN
ajam-184	13	21	towards	towards	ADP
ajam-184	13	22	irm	irm	PROPN
ajam-184	13	23	for	for	ADP
ajam-184	13	24	striga	striga	ADJ
ajam-184	13	25	control	control	PROPN
ajam-184	13	26	influenced	influence	VERB
ajam-184	13	27	the	the	DET
ajam-184	13	28	extent	extent	NOUN
ajam-184	13	29	the	the	DET
ajam-184	13	30	farmer	farmer	NOUN
ajam-184	13	31	is	be	AUX
ajam-184	13	32	willing	willing	ADJ
ajam-184	13	33	to	to	PART
ajam-184	13	34	adopt	adopt	VERB
ajam-184	13	35	.	.	PUNCT
ajam-184	14	1	the	the	DET
ajam-184	14	2	paper	paper	NOUN
ajam-184	14	3	concludes	conclude	VERB
ajam-184	14	4	with	with	ADP
ajam-184	14	5	policy	policy	NOUN
ajam-184	14	6	implications	implication	NOUN
ajam-184	14	7	aimed	aim	VERB
ajam-184	14	8	at	at	ADP
ajam-184	14	9	renewing	renew	VERB
ajam-184	14	10	the	the	DET
ajam-184	14	11	focus	focus	NOUN
ajam-184	14	12	on	on	ADP
ajam-184	14	13	irm	irm	PROPN
ajam-184	14	14	transfer	transfer	NOUN
ajam-184	14	15	in	in	ADP
ajam-184	14	16	western	western	ADJ
ajam-184	14	17	kenya	kenya	NOUN
ajam-184	14	18	and	and	CCONJ
ajam-184	14	19	other	other	ADJ
ajam-184	14	20	areas	area	NOUN
ajam-184	14	21	with	with	ADP
ajam-184	14	22	similar	similar	ADJ
ajam-184	14	23	conditions	condition	NOUN
ajam-184	14	24	.	.	PUNCT
ajam-184	15	1	key	key	ADJ
ajam-184	15	2	words	word	NOUN
ajam-184	15	3	:	:	PUNCT
ajam-184	15	4	adoption	adoption	NOUN
ajam-184	15	5	,	,	PUNCT
ajam-184	15	6	double	double	ADJ
ajam-184	15	7	-	-	PUNCT
ajam-184	15	8	hurdle	hurdle	NOUN
ajam-184	15	9	model	model	NOUN
ajam-184	15	10	,	,	PUNCT
ajam-184	15	11	imazapyr	imazapyr	ADJ
ajam-184	15	12	-	-	PUNCT
ajam-184	15	13	resistant	resistant	ADJ
ajam-184	15	14	maize	maize	NOUN
ajam-184	15	15	(	(	PUNCT
ajam-184	15	16	irm	irm	PROPN
ajam-184	15	17	)	)	PUNCT
ajam-184	15	18	technology	technology	NOUN
ajam-184	15	19	,	,	PUNCT
ajam-184	15	20	striga	striga	PROPN
ajam-184	15	21	,	,	PUNCT
ajam-184	15	22	kenya	kenya	PROPN
ajam-184	15	23	.	.	PUNCT
ajam-184	16	1	introduction	introduction	NOUN
ajam-184	16	2	since	since	SCONJ
ajam-184	16	3	mid	mid	NOUN
ajam-184	16	4	-	-	NOUN
ajam-184	16	5	seventies	seventies	ADJ
ajam-184	16	6	striga	striga	ADJ
ajam-184	16	7	has	have	AUX
ajam-184	16	8	entered	enter	VERB
ajam-184	16	9	africa	africa	PROPN
ajam-184	16	10	(	(	PUNCT
ajam-184	16	11	klingman	klingman	PROPN
ajam-184	16	12	,	,	PUNCT
ajam-184	16	13	1961	1961	NUM
ajam-184	16	14	)	)	PUNCT
ajam-184	16	15	,	,	PUNCT
ajam-184	16	16	there	there	PRON
ajam-184	16	17	is	be	VERB
ajam-184	16	18	increasing	increase	VERB
ajam-184	16	19	evidence	evidence	NOUN
ajam-184	16	20	now	now	ADV
ajam-184	16	21	that	that	SCONJ
ajam-184	16	22	striga	striga	ADJ
ajam-184	16	23	is	be	AUX
ajam-184	16	24	a	a	DET
ajam-184	16	25	main	main	ADJ
ajam-184	16	26	constraint	constraint	NOUN
ajam-184	16	27	in	in	ADP
ajam-184	16	28	increased	increase	VERB
ajam-184	16	29	food	food	NOUN
ajam-184	16	30	production	production	NOUN
ajam-184	16	31	,	,	PUNCT
ajam-184	16	32	food	food	NOUN
ajam-184	16	33	security	security	NOUN
ajam-184	16	34	and	and	CCONJ
ajam-184	16	35	poverty	poverty	NOUN
ajam-184	16	36	reduction	reduction	NOUN
ajam-184	16	37	in	in	ADP
ajam-184	16	38	western	western	ADJ
ajam-184	16	39	kenya	kenya	NOUN
ajam-184	16	40	(	(	PUNCT
ajam-184	16	41	de	de	X
ajam-184	16	42	groote	groote	NOUN
ajam-184	16	43	et	et	PROPN
ajam-184	16	44	al	al	PROPN
ajam-184	16	45	.	.	PROPN
ajam-184	16	46	,	,	PUNCT
ajam-184	16	47	2007	2007	NUM
ajam-184	16	48	;	;	PUNCT
ajam-184	16	49	kanampiu	kanampiu	NOUN
ajam-184	16	50	et	et	PROPN
ajam-184	16	51	al	al	PROPN
ajam-184	16	52	.	.	PROPN
ajam-184	16	53	,	,	PUNCT
ajam-184	16	54	2006	2006	NUM
ajam-184	16	55	;	;	PUNCT
ajam-184	16	56	manyong	manyong	INTJ
ajam-184	16	57	et	et	PROPN
ajam-184	16	58	al	al	PROPN
ajam-184	16	59	.	.	PROPN
ajam-184	16	60	,	,	PUNCT
ajam-184	16	61	2008	2008	NUM
ajam-184	16	62	;	;	PUNCT
ajam-184	16	63	woomer	woomer	PROPN
ajam-184	16	64	and	and	CCONJ
ajam-184	16	65	savala	savala	PROPN
ajam-184	16	66	,	,	PUNCT
ajam-184	16	67	2008	2008	NUM
ajam-184	16	68	)	)	PUNCT
ajam-184	16	69	.	.	PUNCT
ajam-184	17	1	after	after	ADP
ajam-184	17	2	several	several	ADJ
ajam-184	17	3	years	year	NOUN
ajam-184	17	4	,	,	PUNCT
ajam-184	17	5	discussions	discussion	NOUN
ajam-184	17	6	and	and	CCONJ
ajam-184	17	7	debates	debate	NOUN
ajam-184	17	8	are	be	AUX
ajam-184	17	9	still	still	ADV
ajam-184	17	10	going	go	VERB
ajam-184	17	11	on	on	ADP
ajam-184	17	12	about	about	ADP
ajam-184	17	13	many	many	ADJ
ajam-184	17	14	issues	issue	NOUN
ajam-184	17	15	regarding	regard	VERB
ajam-184	17	16	striga	striga	ADJ
ajam-184	17	17	such	such	ADJ
ajam-184	17	18	as	as	ADP
ajam-184	17	19	:	:	PUNCT
ajam-184	17	20	the	the	DET
ajam-184	17	21	severity	severity	NOUN
ajam-184	17	22	and	and	CCONJ
ajam-184	17	23	incidence	incidence	NOUN
ajam-184	17	24	of	of	ADP
ajam-184	17	25	the	the	DET
ajam-184	17	26	disease	disease	NOUN
ajam-184	17	27	,	,	PUNCT
ajam-184	17	28	the	the	DET
ajam-184	17	29	magnitude	magnitude	NOUN
ajam-184	17	30	of	of	ADP
ajam-184	17	31	its	its	PRON
ajam-184	17	32	economic	economic	ADJ
ajam-184	17	33	losses	loss	NOUN
ajam-184	17	34	,	,	PUNCT
ajam-184	17	35	clear	clear	ADJ
ajam-184	17	36	mechanisms	mechanism	NOUN
ajam-184	17	37	of	of	ADP
ajam-184	17	38	spreading	spread	VERB
ajam-184	17	39	and	and	CCONJ
ajam-184	17	40	the	the	DET
ajam-184	17	41	new	new	ADJ
ajam-184	17	42	approaches	approach	NOUN
ajam-184	17	43	for	for	ADP
ajam-184	17	44	its	its	PRON
ajam-184	17	45	control	control	NOUN
ajam-184	17	46	to	to	PART
ajam-184	17	47	overcome	overcome	VERB
ajam-184	17	48	this	this	DET
ajam-184	17	49	nightmare	nightmare	NOUN
ajam-184	17	50	.	.	PUNCT
ajam-184	18	1	there	there	PRON
ajam-184	18	2	is	be	VERB
ajam-184	18	3	no	no	DET
ajam-184	18	4	doubt	doubt	NOUN
ajam-184	18	5	that	that	SCONJ
ajam-184	18	6	a	a	DET
ajam-184	18	7	strategic	strategic	ADJ
ajam-184	18	8	decision	decision	NOUN
ajam-184	18	9	should	should	AUX
ajam-184	18	10	be	be	AUX
ajam-184	18	11	made	make	VERB
ajam-184	18	12	to	to	PART
ajam-184	18	13	fight	fight	VERB
ajam-184	18	14	striga	striga	ADJ
ajam-184	18	15	in	in	ADP
ajam-184	18	16	order	order	NOUN
ajam-184	18	17	to	to	PART
ajam-184	18	18	attain	attain	VERB
ajam-184	18	19	self	self	NOUN
ajam-184	18	20	-	-	PUNCT
ajam-184	18	21	sufficiency	sufficiency	NOUN
ajam-184	18	22	in	in	ADP
ajam-184	18	23	*	*	PUNCT
ajam-184	18	24	corresponding	correspond	VERB
ajam-184	18	25	author	author	NOUN
ajam-184	18	26	.	.	PUNCT
ajam-184	19	1	e	e	X
ajam-184	19	2	-	-	NOUN
ajam-184	19	3	mail	mail	NOUN
ajam-184	19	4	:	:	PUNCT
ajam-184	19	5	mignon_001@yahoo.fr	mignon_001@yahoo.fr	NOUN
ajam-184	19	6	.	.	PUNCT
ajam-184	20	1	tel	tel	ADP
ajam-184	20	2	:	:	PUNCT
ajam-184	20	3	+255	+255	PROPN
ajam-184	20	4	-	-	PUNCT
ajam-184	20	5	78	78	NUM
ajam-184	20	6	-	-	PUNCT
ajam-184	20	7	6960907/+255	6960907/+255	PROPN
ajam-184	20	8	-	-	PUNCT
ajam-184	20	9	22	22	NUM
ajam-184	20	10	-	-	PUNCT
ajam-184	20	11	2700092	2700092	NUM
ajam-184	20	12	.	.	PUNCT
ajam-184	21	1	fax	fax	NOUN
ajam-184	21	2	:	:	PUNCT
ajam-184	21	3	+255	+255	PROPN
ajam-184	21	4	-	-	SYM
ajam-184	21	5	22	22	NUM
ajam-184	21	6	-	-	PUNCT
ajam-184	21	7	2775021	2775021	NUM
ajam-184	21	8	.	.	PUNCT
ajam-184	22	1	maize	maize	NOUN
ajam-184	22	2	grains	grain	NOUN
ajam-184	22	3	and	and	CCONJ
ajam-184	22	4	increase	increase	VERB
ajam-184	22	5	food	food	NOUN
ajam-184	22	6	security	security	NOUN
ajam-184	22	7	.	.	PUNCT
ajam-184	23	1	despite	despite	SCONJ
ajam-184	23	2	the	the	DET
ajam-184	23	3	introduction	introduction	NOUN
ajam-184	23	4	of	of	ADP
ajam-184	23	5	various	various	ADJ
ajam-184	23	6	technologies	technology	NOUN
ajam-184	23	7	,	,	PUNCT
ajam-184	23	8	traditional	traditional	ADJ
ajam-184	23	9	and	and	CCONJ
ajam-184	23	10	novel	novel	ADJ
ajam-184	23	11	ones	one	NOUN
ajam-184	23	12	such	such	ADJ
ajam-184	23	13	as	as	ADP
ajam-184	23	14	push	push	NOUN
ajam-184	23	15	-	-	PUNCT
ajam-184	23	16	pull	pull	NOUN
ajam-184	23	17	to	to	ADP
ajam-184	23	18	farmers	farmer	NOUN
ajam-184	23	19	,	,	PUNCT
ajam-184	23	20	striga	striga	PROPN
ajam-184	23	21	continues	continue	VERB
ajam-184	23	22	to	to	PART
ajam-184	23	23	expand	expand	VERB
ajam-184	23	24	and	and	CCONJ
ajam-184	23	25	the	the	DET
ajam-184	23	26	appropriate	appropriate	ADJ
ajam-184	23	27	techniques	technique	NOUN
ajam-184	23	28	and	and	CCONJ
ajam-184	23	29	strategies	strategy	NOUN
ajam-184	23	30	to	to	PART
ajam-184	23	31	contain	contain	VERB
ajam-184	23	32	striga	striga	ADJ
ajam-184	23	33	epidemic	epidemic	NOUN
ajam-184	23	34	deemed	deem	VERB
ajam-184	23	35	as	as	SCONJ
ajam-184	23	36	failed	fail	VERB
ajam-184	23	37	.	.	PUNCT
ajam-184	24	1	the	the	DET
ajam-184	24	2	parasite	parasite	NOUN
ajam-184	24	3	competes	compete	VERB
ajam-184	24	4	with	with	ADP
ajam-184	24	5	its	its	PRON
ajam-184	24	6	host	host	NOUN
ajam-184	24	7	for	for	ADP
ajam-184	24	8	resources	resource	NOUN
ajam-184	24	9	;	;	PUNCT
ajam-184	24	10	changes	change	NOUN
ajam-184	24	11	host	host	NOUN
ajam-184	24	12	plant	plant	NOUN
ajam-184	24	13	architecture	architecture	NOUN
ajam-184	24	14	and	and	CCONJ
ajam-184	24	15	reduce	reduce	VERB
ajam-184	24	16	the	the	DET
ajam-184	24	17	photosynthetic	photosynthetic	ADJ
ajam-184	24	18	rate	rate	NOUN
ajam-184	24	19	and	and	CCONJ
ajam-184	24	20	the	the	DET
ajam-184	24	21	water	water	NOUN
ajam-184	24	22	use	use	NOUN
ajam-184	24	23	efficiency	efficiency	NOUN
ajam-184	24	24	of	of	ADP
ajam-184	24	25	the	the	DET
ajam-184	24	26	host	host	NOUN
ajam-184	24	27	(	(	PUNCT
ajam-184	24	28	van	van	PROPN
ajam-184	24	29	ast	ast	PROPN
ajam-184	24	30	et	et	PROPN
ajam-184	24	31	al	al	PROPN
ajam-184	24	32	.	.	PROPN
ajam-184	24	33	,	,	PUNCT
ajam-184	24	34	2000	2000	NUM
ajam-184	24	35	;	;	PUNCT
ajam-184	24	36	watling	watle	VERB
ajam-184	24	37	and	and	CCONJ
ajam-184	24	38	press	press	NOUN
ajam-184	24	39	,	,	PUNCT
ajam-184	24	40	2001	2001	NUM
ajam-184	24	41	)	)	PUNCT
ajam-184	24	42	.	.	PUNCT
ajam-184	25	1	this	this	PRON
ajam-184	25	2	has	have	AUX
ajam-184	25	3	led	lead	VERB
ajam-184	25	4	to	to	ADP
ajam-184	25	5	the	the	DET
ajam-184	25	6	emergence	emergence	NOUN
ajam-184	25	7	of	of	ADP
ajam-184	25	8	a	a	DET
ajam-184	25	9	new	new	ADJ
ajam-184	25	10	technology	technology	NOUN
ajam-184	25	11	known	know	VERB
ajam-184	25	12	as	as	ADP
ajam-184	25	13	imazapyr	imazapyr	ADJ
ajam-184	25	14	-	-	PUNCT
ajam-184	25	15	resistant	resistant	ADJ
ajam-184	25	16	maize	maize	NOUN
ajam-184	25	17	(	(	PUNCT
ajam-184	25	18	irm	irm	PROPN
ajam-184	25	19	)	)	PUNCT
ajam-184	25	20	which	which	PRON
ajam-184	25	21	has	have	AUX
ajam-184	25	22	proven	prove	VERB
ajam-184	25	23	to	to	PART
ajam-184	25	24	be	be	AUX
ajam-184	25	25	efficient	efficient	ADJ
ajam-184	25	26	for	for	ADP
ajam-184	25	27	striga	striga	ADJ
ajam-184	25	28	control	control	NOUN
ajam-184	25	29	(	(	PUNCT
ajam-184	25	30	kanampiu	kanampiu	NOUN
ajam-184	25	31	et	et	NOUN
ajam-184	25	32	al	al	PROPN
ajam-184	25	33	.	.	PROPN
ajam-184	25	34	,	,	PUNCT
ajam-184	25	35	2006	2006	NUM
ajam-184	25	36	;	;	PUNCT
ajam-184	25	37	de	de	X
ajam-184	25	38	groote	groote	X
ajam-184	25	39	et	et	PROPN
ajam-184	25	40	al	al	PROPN
ajam-184	25	41	.	.	PROPN
ajam-184	25	42	,	,	PUNCT
ajam-184	25	43	2006	2006	NUM
ajam-184	25	44	)	)	PUNCT
ajam-184	25	45	.	.	PUNCT
ajam-184	26	1	the	the	DET
ajam-184	26	2	international	international	ADJ
ajam-184	26	3	maize	maize	NOUN
ajam-184	26	4	and	and	CCONJ
ajam-184	26	5	wheat	wheat	NOUN
ajam-184	26	6	improvement	improvement	NOUN
ajam-184	26	7	center	center	NOUN
ajam-184	26	8	(	(	PUNCT
ajam-184	26	9	cimmyt	cimmyt	NOUN
ajam-184	26	10	)	)	PUNCT
ajam-184	26	11	,	,	PUNCT
ajam-184	26	12	badische	badische	PROPN
ajam-184	26	13	anlin	anlin	PROPN
ajam-184	26	14	and	and	CCONJ
ajam-184	26	15	soda	soda	PROPN
ajam-184	26	16	fabrik	fabrik	PROPN
ajam-184	26	17	(	(	PUNCT
ajam-184	26	18	basf	basf	PROPN
ajam-184	26	19	)	)	PUNCT
ajam-184	26	20	,	,	PUNCT
ajam-184	26	21	african	african	ADJ
ajam-184	26	22	agricultural	agricultural	ADJ
ajam-184	26	23	technology	technology	NOUN
ajam-184	26	24	foundation	foundation	NOUN
ajam-184	26	25	(	(	PUNCT
ajam-184	26	26	aatf	aatf	PROPN
ajam-184	26	27	)	)	PUNCT
ajam-184	26	28	and	and	CCONJ
ajam-184	26	29	other	other	ADJ
ajam-184	26	30	stakeholders	stakeholder	NOUN
ajam-184	26	31	have	have	AUX
ajam-184	26	32	made	make	VERB
ajam-184	26	33	efforts	effort	NOUN
ajam-184	26	34	in	in	ADP
ajam-184	26	35	bringing	bring	VERB
ajam-184	26	36	irm	irm	PROPN
ajam-184	26	37	technology	technology	NOUN
ajam-184	26	38	to	to	ADP
ajam-184	26	39	farmers	farmer	NOUN
ajam-184	26	40	as	as	ADP
ajam-184	26	41	assistance	assistance	NOUN
ajam-184	26	42	for	for	ADP
ajam-184	26	43	striga	striga	ADJ
ajam-184	26	44	control	control	PROPN
ajam-184	26	45	.	.	PUNCT
ajam-184	27	1	irm	irm	PROPN
ajam-184	27	2	technology	technology	PROPN
ajam-184	27	3	utilizes	utilize	VERB
ajam-184	27	4	herbicide	herbicide	NOUN
ajam-184	27	5	resistant	resistant	ADJ
ajam-184	27	6	maize	maize	NOUN
ajam-184	27	7	seed	seed	NOUN
ajam-184	27	8	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	PROPN
ajam-184	27	9	coated	coat	VERB
ajam-184	27	10	with	with	ADP
ajam-184	27	11	the	the	DET
ajam-184	27	12	herbicide	herbicide	NOUN
ajam-184	27	13	imazapyr	imazapyr	VERB
ajam-184	27	14	.	.	PUNCT
ajam-184	28	1	the	the	DET
ajam-184	28	2	herbicide	herbicide	NOUN
ajam-184	28	3	used	use	VERB
ajam-184	28	4	is	be	AUX
ajam-184	28	5	derived	derive	VERB
ajam-184	28	6	from	from	ADP
ajam-184	28	7	a	a	DET
ajam-184	28	8	naturally	naturally	ADV
ajam-184	28	9	occurring	occur	VERB
ajam-184	28	10	gene	gene	NOUN
ajam-184	28	11	in	in	ADP
ajam-184	28	12	maize	maize	NOUN
ajam-184	28	13	originally	originally	ADV
ajam-184	28	14	identified	identify	VERB
ajam-184	28	15	by	by	ADP
ajam-184	28	16	basf	basf	PROPN
ajam-184	28	17	and	and	CCONJ
ajam-184	28	18	made	make	VERB
ajam-184	28	19	available	available	ADJ
ajam-184	28	20	to	to	PART
ajam-184	28	21	cimmyt	cimmyt	VERB
ajam-184	28	22	.	.	PUNCT
ajam-184	29	1	the	the	DET
ajam-184	29	2	technology	technology	NOUN
ajam-184	29	3	has	have	AUX
ajam-184	29	4	been	be	AUX
ajam-184	29	5	introduced	introduce	VERB
ajam-184	29	6	to	to	ADP
ajam-184	29	7	a	a	DET
ajam-184	29	8	large	large	ADJ
ajam-184	29	9	scale	scale	NOUN
ajam-184	29	10	since	since	SCONJ
ajam-184	29	11	2004	2004	NUM
ajam-184	29	12	after	after	ADP
ajam-184	29	13	field	field	NOUN
ajam-184	29	14	trials	trial	NOUN
ajam-184	29	15	and	and	CCONJ
ajam-184	29	16	tests	test	NOUN
ajam-184	29	17	organized	organize	VERB
ajam-184	29	18	for	for	ADP
ajam-184	29	19	farmers	farmer	NOUN
ajam-184	29	20	in	in	ADP
ajam-184	29	21	2002	2002	NUM
ajam-184	29	22	and	and	CCONJ
ajam-184	29	23	2004	2004	NUM
ajam-184	29	24	.	.	PUNCT
ajam-184	30	1	however	however	ADV
ajam-184	30	2	and	and	CCONJ
ajam-184	30	3	surprisingly	surprisingly	ADV
ajam-184	30	4	,	,	PUNCT
ajam-184	30	5	only	only	ADV
ajam-184	30	6	28	28	NUM
ajam-184	30	7	%	%	NOUN
ajam-184	30	8	of	of	ADP
ajam-184	30	9	the	the	DET
ajam-184	30	10	sampled	sample	VERB
ajam-184	30	11	households	household	NOUN
ajam-184	30	12	in	in	ADP
ajam-184	30	13	western	western	ADJ
ajam-184	30	14	kenya	kenya	PROPN
ajam-184	30	15	adopted	adopt	VERB
ajam-184	30	16	it	it	PRON
ajam-184	30	17	(	(	PUNCT
ajam-184	30	18	mignouna	mignouna	NOUN
ajam-184	30	19	et	et	NOUN
ajam-184	30	20	al	al	PROPN
ajam-184	30	21	.	.	PROPN
ajam-184	30	22	,	,	PUNCT
ajam-184	30	23	2011	2011	NUM
ajam-184	30	24	)	)	PUNCT
ajam-184	30	25	and	and	CCONJ
ajam-184	30	26	the	the	DET
ajam-184	30	27	reasons	reason	NOUN
ajam-184	30	28	for	for	ADP
ajam-184	30	29	this	this	DET
ajam-184	30	30	low	low	ADJ
ajam-184	30	31	adoption	adoption	NOUN
ajam-184	30	32	are	be	AUX
ajam-184	30	33	unclear	unclear	ADJ
ajam-184	30	34	.	.	PUNCT
ajam-184	31	1	therefore	therefore	ADV
ajam-184	31	2	,	,	PUNCT
ajam-184	31	3	there	there	PRON
ajam-184	31	4	is	be	VERB
ajam-184	31	5	a	a	DET
ajam-184	31	6	need	need	NOUN
ajam-184	31	7	to	to	PART
ajam-184	31	8	better	well	ADV
ajam-184	31	9	understand	understand	VERB
ajam-184	31	10	why	why	SCONJ
ajam-184	31	11	before	before	ADP
ajam-184	31	12	the	the	DET
ajam-184	31	13	introduction	introduction	NOUN
ajam-184	31	14	of	of	ADP
ajam-184	31	15	any	any	DET
ajam-184	31	16	further	further	ADJ
ajam-184	31	17	new	new	ADJ
ajam-184	31	18	agricultural	agricultural	ADJ
ajam-184	31	19	technology	technology	NOUN
ajam-184	31	20	.	.	PUNCT
ajam-184	32	1	several	several	ADJ
ajam-184	32	2	adoption	adoption	NOUN
ajam-184	32	3	studies	study	NOUN
ajam-184	32	4	concentrate	concentrate	VERB
ajam-184	32	5	on	on	ADP
ajam-184	32	6	crosssectional	crosssectional	ADJ
ajam-184	32	7	analysis	analysis	NOUN
ajam-184	32	8	of	of	ADP
ajam-184	32	9	the	the	DET
ajam-184	32	10	determinants	determinant	NOUN
ajam-184	32	11	of	of	ADP
ajam-184	32	12	agricultural	agricultural	ADJ
ajam-184	32	13	adoption	adoption	NOUN
ajam-184	32	14	at	at	ADP
ajam-184	32	15	the	the	DET
ajam-184	32	16	farm	farm	NOUN
ajam-184	32	17	level	level	NOUN
ajam-184	32	18	.	.	PUNCT
ajam-184	33	1	for	for	ADP
ajam-184	33	2	instance	instance	NOUN
ajam-184	33	3	,	,	PUNCT
ajam-184	33	4	the	the	DET
ajam-184	33	5	cimmyt	cimmyt	NOUN
ajam-184	33	6	studies	study	NOUN
ajam-184	33	7	in	in	ADP
ajam-184	33	8	kenya	kenya	PROPN
ajam-184	33	9	and	and	CCONJ
ajam-184	33	10	other	other	ADJ
ajam-184	33	11	east	east	ADJ
ajam-184	33	12	african	african	ADJ
ajam-184	33	13	countries	country	NOUN
ajam-184	33	14	(	(	PUNCT
ajam-184	33	15	mwangi	mwangi	PROPN
ajam-184	33	16	et	et	PROPN
ajam-184	33	17	al	al	PROPN
ajam-184	33	18	.	.	PROPN
ajam-184	33	19	,	,	PUNCT
ajam-184	33	20	1998	1998	NUM
ajam-184	33	21	;	;	PUNCT
ajam-184	33	22	doss	doss	PROPN
ajam-184	33	23	,	,	PUNCT
ajam-184	33	24	2003	2003	NUM
ajam-184	33	25	)	)	PUNCT
ajam-184	33	26	examined	examine	VERB
ajam-184	33	27	adoption	adoption	NOUN
ajam-184	33	28	decision	decision	NOUN
ajam-184	33	29	processes	process	NOUN
ajam-184	33	30	for	for	ADP
ajam-184	33	31	maize	maize	NOUN
ajam-184	33	32	seed	seed	NOUN
ajam-184	33	33	and	and	CCONJ
ajam-184	33	34	fertilizer	fertilizer	NOUN
ajam-184	33	35	technologies	technology	NOUN
ajam-184	33	36	and	and	CCONJ
ajam-184	33	37	showed	show	VERB
ajam-184	33	38	that	that	SCONJ
ajam-184	33	39	farmer	farmer	NOUN
ajam-184	33	40	characteristics	characteristic	NOUN
ajam-184	33	41	such	such	ADJ
ajam-184	33	42	as	as	ADP
ajam-184	33	43	age	age	NOUN
ajam-184	33	44	,	,	PUNCT
ajam-184	33	45	gender	gender	NOUN
ajam-184	33	46	,	,	PUNCT
ajam-184	33	47	and	and	CCONJ
ajam-184	33	48	wealth	wealth	NOUN
ajam-184	33	49	are	be	AUX
ajam-184	33	50	keys	key	NOUN
ajam-184	33	51	to	to	ADP
ajam-184	33	52	adoption	adoption	NOUN
ajam-184	33	53	decisions	decision	NOUN
ajam-184	33	54	.	.	PUNCT
ajam-184	34	1	for	for	ADP
ajam-184	34	2	ouma	ouma	PROPN
ajam-184	34	3	et	et	PROPN
ajam-184	34	4	al	al	PROPN
ajam-184	34	5	.	.	PROPN
ajam-184	35	1	(	(	PUNCT
ajam-184	35	2	2002	2002	NUM
ajam-184	35	3	)	)	PUNCT
ajam-184	35	4	,	,	PUNCT
ajam-184	35	5	they	they	PRON
ajam-184	35	6	found	find	VERB
ajam-184	35	7	agroecological	agroecological	ADJ
ajam-184	35	8	differences	difference	NOUN
ajam-184	35	9	,	,	PUNCT
ajam-184	35	10	gender	gender	NOUN
ajam-184	35	11	,	,	PUNCT
ajam-184	35	12	manure	manure	NOUN
ajam-184	35	13	use	use	NOUN
ajam-184	35	14	,	,	PUNCT
ajam-184	35	15	hiring	hire	VERB
ajam-184	35	16	of	of	ADP
ajam-184	35	17	labour	labour	NOUN
ajam-184	35	18	and	and	CCONJ
ajam-184	35	19	extension	extension	NOUN
ajam-184	35	20	are	be	AUX
ajam-184	35	21	important	important	ADJ
ajam-184	35	22	to	to	ADP
ajam-184	35	23	adoption	adoption	NOUN
ajam-184	35	24	of	of	ADP
ajam-184	35	25	fertilizer	fertilizer	NOUN
ajam-184	35	26	and	and	CCONJ
ajam-184	35	27	hybrid	hybrid	ADJ
ajam-184	35	28	seed	seed	NOUN
ajam-184	35	29	on	on	ADP
ajam-184	35	30	maize	maize	NOUN
ajam-184	35	31	production	production	NOUN
ajam-184	35	32	in	in	ADP
ajam-184	35	33	embu	embu	NOUN
ajam-184	35	34	district	district	NOUN
ajam-184	35	35	.	.	PUNCT
ajam-184	36	1	suri	suri	PROPN
ajam-184	36	2	(	(	PUNCT
ajam-184	36	3	2011	2011	NUM
ajam-184	36	4	)	)	PUNCT
ajam-184	36	5	showed	show	VERB
ajam-184	36	6	that	that	SCONJ
ajam-184	36	7	technology	technology	NOUN
ajam-184	36	8	profitability	profitability	NOUN
ajam-184	36	9	,	,	PUNCT
ajam-184	36	10	farmers	farmer	NOUN
ajam-184	36	11	’	’	PART
ajam-184	36	12	training	training	NOUN
ajam-184	36	13	as	as	ADV
ajam-184	36	14	well	well	ADV
ajam-184	36	15	as	as	ADP
ajam-184	36	16	observed	observed	ADJ
ajam-184	36	17	and	and	CCONJ
ajam-184	36	18	unobserved	unobserved	ADJ
ajam-184	36	19	differences	difference	NOUN
ajam-184	36	20	among	among	ADP
ajam-184	36	21	farmers	farmer	NOUN
ajam-184	36	22	and	and	CCONJ
ajam-184	36	23	across	across	ADP
ajam-184	36	24	farming	farming	NOUN
ajam-184	36	25	systems	system	NOUN
ajam-184	36	26	are	be	AUX
ajam-184	36	27	the	the	DET
ajam-184	36	28	major	major	ADJ
ajam-184	36	29	determinants	determinant	NOUN
ajam-184	36	30	affecting	affect	VERB
ajam-184	36	31	maize	maize	NOUN
ajam-184	36	32	technology	technology	NOUN
ajam-184	36	33	adoption	adoption	NOUN
ajam-184	36	34	in	in	ADP
ajam-184	36	35	kenya	kenya	PROPN
ajam-184	36	36	.	.	PUNCT
ajam-184	37	1	according	accord	VERB
ajam-184	37	2	to	to	ADP
ajam-184	37	3	the	the	DET
ajam-184	37	4	study	study	NOUN
ajam-184	37	5	done	do	VERB
ajam-184	37	6	by	by	ADP
ajam-184	37	7	jayne	jayne	PROPN
ajam-184	37	8	et	et	PROPN
ajam-184	37	9	al	al	PROPN
ajam-184	37	10	.	.	PROPN
ajam-184	38	1	(	(	PUNCT
ajam-184	38	2	2006	2006	NUM
ajam-184	38	3	)	)	PUNCT
ajam-184	38	4	,	,	PUNCT
ajam-184	38	5	the	the	DET
ajam-184	38	6	national	national	ADJ
ajam-184	38	7	-	-	PUNCT
ajam-184	38	8	level	level	NOUN
ajam-184	38	9	,	,	PUNCT
ajam-184	38	10	region	region	NOUN
ajam-184	38	11	-	-	PUNCT
ajam-184	38	12	specific	specific	ADJ
ajam-184	38	13	,	,	PUNCT
ajam-184	38	14	and	and	CCONJ
ajam-184	38	15	household	household	NOUN
ajam-184	38	16	specific	specific	ADJ
ajam-184	38	17	factors	factor	NOUN
ajam-184	38	18	are	be	AUX
ajam-184	38	19	associated	associate	VERB
ajam-184	38	20	with	with	ADP
ajam-184	38	21	smallholders	smallholder	NOUN
ajam-184	38	22	’	'	PUNCT
ajam-184	38	23	use	use	NOUN
ajam-184	38	24	of	of	ADP
ajam-184	38	25	improved	improved	ADJ
ajam-184	38	26	maize	maize	NOUN
ajam-184	38	27	technologies	technology	NOUN
ajam-184	38	28	in	in	ADP
ajam-184	38	29	kenya	kenya	PROPN
ajam-184	38	30	.	.	PUNCT
ajam-184	39	1	mwabu	mwabu	PROPN
ajam-184	39	2	et	et	PROPN
ajam-184	39	3	al	al	PROPN
ajam-184	39	4	.	.	PROPN
ajam-184	39	5	(	(	PUNCT
ajam-184	39	6	2006	2006	NUM
ajam-184	39	7	)	)	PUNCT
ajam-184	39	8	in	in	ADP
ajam-184	39	9	their	their	PRON
ajam-184	39	10	research	research	NOUN
ajam-184	39	11	on	on	ADP
ajam-184	39	12	the	the	DET
ajam-184	39	13	adoption	adoption	NOUN
ajam-184	39	14	of	of	ADP
ajam-184	39	15	improved	improved	ADJ
ajam-184	39	16	maize	maize	NOUN
ajam-184	39	17	varieties	variety	NOUN
ajam-184	39	18	and	and	CCONJ
ajam-184	39	19	their	their	PRON
ajam-184	39	20	impact	impact	NOUN
ajam-184	39	21	on	on	ADP
ajam-184	39	22	poverty	poverty	NOUN
ajam-184	39	23	in	in	ADP
ajam-184	39	24	laikipia	laikipia	PROPN
ajam-184	39	25	and	and	CCONJ
ajam-184	39	26	suba	suba	PROPN
ajam-184	39	27	districts	district	NOUN
ajam-184	39	28	found	find	VERB
ajam-184	39	29	that	that	SCONJ
ajam-184	39	30	the	the	DET
ajam-184	39	31	price	price	NOUN
ajam-184	39	32	of	of	ADP
ajam-184	39	33	maize	maize	NOUN
ajam-184	39	34	,	,	PUNCT
ajam-184	39	35	education	education	NOUN
ajam-184	39	36	level	level	NOUN
ajam-184	39	37	,	,	PUNCT
ajam-184	39	38	and	and	CCONJ
ajam-184	39	39	distance	distance	NOUN
ajam-184	39	40	to	to	ADP
ajam-184	39	41	the	the	DET
ajam-184	39	42	roads	road	NOUN
ajam-184	39	43	are	be	AUX
ajam-184	39	44	the	the	DET
ajam-184	39	45	main	main	ADJ
ajam-184	39	46	determinants	determinant	NOUN
ajam-184	39	47	of	of	ADP
ajam-184	39	48	hybrid	hybrid	ADJ
ajam-184	39	49	maize	maize	NOUN
ajam-184	39	50	adoption	adoption	NOUN
ajam-184	39	51	by	by	ADP
ajam-184	39	52	farmers	farmer	NOUN
ajam-184	39	53	.	.	PUNCT
ajam-184	40	1	to	to	PART
ajam-184	40	2	inform	inform	VERB
ajam-184	40	3	these	these	DET
ajam-184	40	4	debates	debate	NOUN
ajam-184	40	5	,	,	PUNCT
ajam-184	40	6	this	this	DET
ajam-184	40	7	paper	paper	NOUN
ajam-184	40	8	aims	aim	VERB
ajam-184	40	9	to	to	PART
ajam-184	40	10	support	support	VERB
ajam-184	40	11	the	the	DET
ajam-184	40	12	decision	decision	NOUN
ajam-184	40	13	of	of	ADP
ajam-184	40	14	adopting	adopt	VERB
ajam-184	40	15	irm	irm	PROPN
ajam-184	40	16	as	as	ADP
ajam-184	40	17	a	a	DET
ajam-184	40	18	practical	practical	ADJ
ajam-184	40	19	answer	answer	NOUN
ajam-184	40	20	to	to	ADP
ajam-184	40	21	the	the	DET
ajam-184	40	22	striga	striga	ADJ
ajam-184	40	23	crisis	crisis	NOUN
ajam-184	40	24	and	and	CCONJ
ajam-184	40	25	applies	apply	VERB
ajam-184	40	26	econometrics	econometric	NOUN
ajam-184	40	27	to	to	ADP
ajam-184	40	28	farm	farm	NOUN
ajam-184	40	29	survey	survey	NOUN
ajam-184	40	30	data	datum	NOUN
ajam-184	40	31	in	in	ADP
ajam-184	40	32	order	order	NOUN
ajam-184	40	33	to	to	PART
ajam-184	40	34	estimate	estimate	VERB
ajam-184	40	35	and	and	CCONJ
ajam-184	40	36	determine	determine	VERB
ajam-184	40	37	the	the	DET
ajam-184	40	38	factors	factor	NOUN
ajam-184	40	39	affecting	affect	VERB
ajam-184	40	40	farmers	farmer	NOUN
ajam-184	40	41	’	’	PART
ajam-184	40	42	decision	decision	NOUN
ajam-184	40	43	to	to	PART
ajam-184	40	44	adopt	adopt	VERB
ajam-184	40	45	irm	irm	PROPN
ajam-184	40	46	technology	technology	NOUN
ajam-184	40	47	in	in	ADP
ajam-184	40	48	western	western	ADJ
ajam-184	40	49	kenya	kenya	PROPN
ajam-184	40	50	.	.	PUNCT
ajam-184	41	1	this	this	DET
ajam-184	41	2	paper	paper	NOUN
ajam-184	41	3	tests	test	VERB
ajam-184	41	4	the	the	DET
ajam-184	41	5	hypothesis	hypothesis	NOUN
ajam-184	41	6	that	that	PRON
ajam-184	41	7	factors	factor	NOUN
ajam-184	41	8	affecting	affect	VERB
ajam-184	41	9	farmers	farmer	NOUN
ajam-184	41	10	’	'	PUNCT
ajam-184	41	11	decision	decision	NOUN
ajam-184	41	12	of	of	ADP
ajam-184	41	13	adopting	adopt	VERB
ajam-184	41	14	irm	irm	PROPN
ajam-184	41	15	are	be	AUX
ajam-184	41	16	not	not	PART
ajam-184	41	17	necessarily	necessarily	ADV
ajam-184	41	18	the	the	DET
ajam-184	41	19	same	same	ADJ
ajam-184	41	20	factors	factor	NOUN
ajam-184	41	21	affecting	affect	VERB
ajam-184	41	22	their	their	PRON
ajam-184	41	23	extent	extent	NOUN
ajam-184	41	24	of	of	ADP
ajam-184	41	25	adoption	adoption	NOUN
ajam-184	41	26	.	.	PUNCT
ajam-184	42	1	methods	method	NOUN
ajam-184	42	2	study	study	VERB
ajam-184	42	3	area	area	NOUN
ajam-184	42	4	nyanza	nyanza	NOUN
ajam-184	42	5	and	and	CCONJ
ajam-184	42	6	western	western	ADJ
ajam-184	42	7	provinces	province	NOUN
ajam-184	42	8	in	in	ADP
ajam-184	42	9	the	the	DET
ajam-184	42	10	lake	lake	PROPN
ajam-184	42	11	victoria	victoria	PROPN
ajam-184	42	12	zone	zone	PROPN
ajam-184	42	13	in	in	ADP
ajam-184	42	14	western	western	ADJ
ajam-184	42	15	kenya	kenya	PROPN
ajam-184	42	16	were	be	AUX
ajam-184	42	17	chosen	choose	VERB
ajam-184	42	18	for	for	ADP
ajam-184	42	19	this	this	DET
ajam-184	42	20	study	study	NOUN
ajam-184	42	21	based	base	VERB
ajam-184	42	22	on	on	ADP
ajam-184	42	23	the	the	DET
ajam-184	42	24	importance	importance	NOUN
ajam-184	42	25	of	of	ADP
ajam-184	42	26	maize	maize	NOUN
ajam-184	42	27	as	as	ADP
ajam-184	42	28	a	a	DET
ajam-184	42	29	major	major	ADJ
ajam-184	42	30	food	food	NOUN
ajam-184	42	31	and	and	CCONJ
ajam-184	42	32	cash	cash	NOUN
ajam-184	42	33	crop	crop	NOUN
ajam-184	42	34	for	for	ADP
ajam-184	42	35	small	small	ADJ
ajam-184	42	36	-	-	PUNCT
ajam-184	42	37	scale	scale	NOUN
ajam-184	42	38	farmers	farmer	NOUN
ajam-184	42	39	in	in	ADP
ajam-184	42	40	the	the	DET
ajam-184	42	41	region	region	NOUN
ajam-184	42	42	and	and	CCONJ
ajam-184	42	43	of	of	ADP
ajam-184	42	44	striga	striga	PROPN
ajam-184	42	45	,	,	PUNCT
ajam-184	42	46	which	which	PRON
ajam-184	42	47	constitutes	constitute	VERB
ajam-184	42	48	the	the	DET
ajam-184	42	49	most	most	ADV
ajam-184	42	50	important	important	ADJ
ajam-184	42	51	biological	biological	ADJ
ajam-184	42	52	constraint	constraint	NOUN
ajam-184	42	53	to	to	ADP
ajam-184	42	54	the	the	DET
ajam-184	42	55	maize	maize	NOUN
ajam-184	42	56	production	production	NOUN
ajam-184	42	57	(	(	PUNCT
ajam-184	42	58	manyong	manyong	INTJ
ajam-184	42	59	et	et	PROPN
ajam-184	42	60	al	al	PROPN
ajam-184	42	61	.	.	PROPN
ajam-184	42	62	,	,	PUNCT
ajam-184	42	63	2008	2008	NUM
ajam-184	42	64	)	)	PUNCT
ajam-184	42	65	.	.	PUNCT
ajam-184	43	1	soil	soil	NOUN
ajam-184	43	2	fertility	fertility	NOUN
ajam-184	43	3	decline	decline	NOUN
ajam-184	43	4	is	be	AUX
ajam-184	43	5	a	a	DET
ajam-184	43	6	major	major	ADJ
ajam-184	43	7	problem	problem	NOUN
ajam-184	43	8	in	in	ADP
ajam-184	43	9	the	the	DET
ajam-184	43	10	area	area	NOUN
ajam-184	43	11	as	as	ADP
ajam-184	43	12	a	a	DET
ajam-184	43	13	result	result	NOUN
ajam-184	43	14	of	of	ADP
ajam-184	43	15	continuous	continuous	ADJ
ajam-184	43	16	cropping	cropping	NOUN
ajam-184	43	17	with	with	ADP
ajam-184	43	18	little	little	ADJ
ajam-184	43	19	use	use	NOUN
ajam-184	43	20	of	of	ADP
ajam-184	43	21	inputs	input	NOUN
ajam-184	43	22	.	.	PUNCT
ajam-184	44	1	furthermore	furthermore	ADV
ajam-184	44	2	,	,	PUNCT
ajam-184	44	3	the	the	DET
ajam-184	44	4	mean	mean	ADJ
ajam-184	44	5	annual	annual	ADJ
ajam-184	44	6	rainfall	rainfall	NOUN
ajam-184	44	7	which	which	PRON
ajam-184	44	8	ranges	range	VERB
ajam-184	44	9	from	from	ADP
ajam-184	44	10	less	less	ADJ
ajam-184	44	11	than	than	ADP
ajam-184	44	12	1000	1000	NUM
ajam-184	44	13	mm	mm	NOUN
ajam-184	44	14	near	near	ADP
ajam-184	44	15	the	the	DET
ajam-184	44	16	shores	shore	NOUN
ajam-184	44	17	of	of	ADP
ajam-184	44	18	lake	lake	PROPN
ajam-184	44	19	victoria	victoria	PROPN
ajam-184	44	20	to	to	ADP
ajam-184	44	21	2000	2000	NUM
ajam-184	44	22	mm	mm	NOUN
ajam-184	44	23	away	away	ADV
ajam-184	44	24	from	from	ADP
ajam-184	44	25	the	the	DET
ajam-184	44	26	lakeshore	lakeshore	NOUN
ajam-184	44	27	is	be	AUX
ajam-184	44	28	suitable	suitable	ADJ
ajam-184	44	29	to	to	AUX
ajam-184	44	30	striga	striga	ADJ
ajam-184	44	31	as	as	SCONJ
ajam-184	44	32	it	it	PRON
ajam-184	44	33	grows	grow	VERB
ajam-184	44	34	well	well	ADV
ajam-184	44	35	in	in	ADP
ajam-184	44	36	areas	area	NOUN
ajam-184	44	37	receiving	receive	VERB
ajam-184	44	38	less	less	ADJ
ajam-184	44	39	than	than	ADP
ajam-184	44	40	1500	1500	NUM
ajam-184	44	41	mm	mm	NOUN
ajam-184	44	42	rainfall	rainfall	NOUN
ajam-184	44	43	per	per	ADP
ajam-184	44	44	annum	annum	X
ajam-184	44	45	(	(	PUNCT
ajam-184	44	46	oswald	oswald	PROPN
ajam-184	44	47	,	,	PUNCT
ajam-184	44	48	2005	2005	NUM
ajam-184	44	49	)	)	PUNCT
ajam-184	44	50	.	.	PUNCT
ajam-184	45	1	this	this	PRON
ajam-184	45	2	explains	explain	VERB
ajam-184	45	3	partially	partially	ADV
ajam-184	45	4	the	the	DET
ajam-184	45	5	severe	severe	ADJ
ajam-184	45	6	infestation	infestation	NOUN
ajam-184	45	7	of	of	ADP
ajam-184	45	8	striga	striga	ADJ
ajam-184	45	9	(	(	PUNCT
ajam-184	45	10	striga	striga	ADJ
ajam-184	45	11	hermonthica	hermonthica	PROPN
ajam-184	45	12	)	)	PUNCT
ajam-184	45	13	,	,	PUNCT
ajam-184	45	14	a	a	DET
ajam-184	45	15	parasitic	parasitic	ADJ
ajam-184	45	16	weed	weed	NOUN
ajam-184	45	17	that	that	PRON
ajam-184	45	18	substantially	substantially	ADV
ajam-184	45	19	reduces	reduce	VERB
ajam-184	45	20	maize	maize	NOUN
ajam-184	45	21	yield	yield	NOUN
ajam-184	45	22	in	in	ADP
ajam-184	45	23	the	the	DET
ajam-184	45	24	region	region	NOUN
ajam-184	45	25	.	.	PUNCT
ajam-184	46	1	study	study	NOUN
ajam-184	46	2	design	design	NOUN
ajam-184	46	3	and	and	CCONJ
ajam-184	46	4	data	datum	NOUN
ajam-184	46	5	the	the	DET
ajam-184	46	6	household	household	NOUN
ajam-184	46	7	survey	survey	NOUN
ajam-184	46	8	was	be	AUX
ajam-184	46	9	carried	carry	VERB
ajam-184	46	10	out	out	ADP
ajam-184	46	11	between	between	ADP
ajam-184	46	12	september	september	PROPN
ajam-184	46	13	and	and	CCONJ
ajam-184	46	14	december	december	PROPN
ajam-184	46	15	,	,	PUNCT
ajam-184	46	16	2008	2008	NUM
ajam-184	46	17	.	.	PUNCT
ajam-184	47	1	a	a	DET
ajam-184	47	2	structured	structured	ADJ
ajam-184	47	3	survey	survey	NOUN
ajam-184	47	4	questionnaire	questionnaire	NOUN
ajam-184	47	5	was	be	AUX
ajam-184	47	6	prepared	prepare	VERB
ajam-184	47	7	and	and	CCONJ
ajam-184	47	8	trained	train	VERB
ajam-184	47	9	enumerators	enumerator	NOUN
ajam-184	47	10	collected	collect	VERB
ajam-184	47	11	the	the	DET
ajam-184	47	12	information	information	NOUN
ajam-184	47	13	from	from	ADP
ajam-184	47	14	households	household	NOUN
ajam-184	47	15	via	via	ADP
ajam-184	47	16	personal	personal	ADJ
ajam-184	47	17	interviews	interview	NOUN
ajam-184	47	18	.	.	PUNCT
ajam-184	48	1	a	a	DET
ajam-184	48	2	multistage	multistage	NOUN
ajam-184	48	3	,	,	PUNCT
ajam-184	48	4	random	random	ADJ
ajam-184	48	5	sampling	sampling	NOUN
ajam-184	48	6	procedure	procedure	NOUN
ajam-184	48	7	was	be	AUX
ajam-184	48	8	adopted	adopt	VERB
ajam-184	48	9	to	to	PART
ajam-184	48	10	get	get	VERB
ajam-184	48	11	the	the	DET
ajam-184	48	12	total	total	ADJ
ajam-184	48	13	sample	sample	NOUN
ajam-184	48	14	size	size	NOUN
ajam-184	48	15	of	of	ADP
ajam-184	48	16	600	600	NUM
ajam-184	48	17	households	household	NOUN
ajam-184	48	18	comprising	comprise	VERB
ajam-184	48	19	169	169	NUM
ajam-184	48	20	adopters	adopter	NOUN
ajam-184	48	21	and	and	CCONJ
ajam-184	48	22	431	431	NUM
ajam-184	48	23	non	non	NOUN
ajam-184	48	24	-	-	NOUN
ajam-184	48	25	adopters	adopter	NOUN
ajam-184	48	26	of	of	ADP
ajam-184	48	27	irm	irm	PROPN
ajam-184	48	28	from	from	ADP
ajam-184	48	29	nyanza	nyanza	ADJ
ajam-184	48	30	,	,	PUNCT
ajam-184	48	31	and	and	CCONJ
ajam-184	48	32	western	western	ADJ
ajam-184	48	33	provinces	province	NOUN
ajam-184	48	34	of	of	ADP
ajam-184	48	35	western	western	ADJ
ajam-184	48	36	kenya	kenya	PROPN
ajam-184	48	37	.	.	PUNCT
ajam-184	49	1	first	first	ADV
ajam-184	49	2	,	,	PUNCT
ajam-184	49	3	two	two	NUM
ajam-184	49	4	provinces	province	NOUN
ajam-184	49	5	and	and	CCONJ
ajam-184	49	6	six	six	NUM
ajam-184	49	7	districts	district	NOUN
ajam-184	49	8	were	be	AUX
ajam-184	49	9	selected	select	VERB
ajam-184	49	10	regarding	regard	VERB
ajam-184	49	11	the	the	DET
ajam-184	49	12	importance	importance	NOUN
ajam-184	49	13	of	of	ADP
ajam-184	49	14	maize	maize	NOUN
ajam-184	49	15	production	production	NOUN
ajam-184	49	16	and	and	CCONJ
ajam-184	49	17	level	level	NOUN
ajam-184	49	18	of	of	ADP
ajam-184	49	19	striga	striga	ADJ
ajam-184	49	20	infestation	infestation	NOUN
ajam-184	49	21	.	.	PUNCT
ajam-184	50	1	second	second	ADJ
ajam-184	50	2	,	,	PUNCT
ajam-184	50	3	100	100	NUM
ajam-184	50	4	farmers	farmer	NOUN
ajam-184	50	5	were	be	AUX
ajam-184	50	6	randomly	randomly	ADV
ajam-184	50	7	selected	select	VERB
ajam-184	50	8	from	from	ADP
ajam-184	50	9	each	each	DET
ajam-184	50	10	district	district	NOUN
ajam-184	50	11	and	and	CCONJ
ajam-184	50	12	stratified	stratify	VERB
ajam-184	50	13	into	into	ADP
ajam-184	50	14	two	two	NUM
ajam-184	50	15	,	,	PUNCT
ajam-184	50	16	namely	namely	ADV
ajam-184	50	17	adopters	adopter	NOUN
ajam-184	50	18	of	of	ADP
ajam-184	50	19	irm	irm	PROPN
ajam-184	50	20	and	and	CCONJ
ajam-184	50	21	non	non	NOUN
ajam-184	50	22	-	-	NOUN
ajam-184	50	23	adopters	adopter	NOUN
ajam-184	50	24	.	.	PUNCT
ajam-184	51	1	adopters	adopter	NOUN
ajam-184	51	2	were	be	AUX
ajam-184	51	3	identified	identify	VERB
ajam-184	51	4	by	by	ADP
ajam-184	51	5	using	use	VERB
ajam-184	51	6	the	the	DET
ajam-184	51	7	list	list	NOUN
ajam-184	51	8	made	make	VERB
ajam-184	51	9	available	available	ADJ
ajam-184	51	10	by	by	ADP
ajam-184	51	11	the	the	DET
ajam-184	51	12	front	front	ADJ
ajam-184	51	13	-	-	PUNCT
ajam-184	51	14	line	line	NOUN
ajam-184	51	15	extension	extension	NOUN
ajam-184	51	16	workers	worker	NOUN
ajam-184	51	17	and	and	CCONJ
ajam-184	51	18	farmers	farmer	NOUN
ajam-184	51	19	assisted	assist	VERB
ajam-184	51	20	in	in	ADP
ajam-184	51	21	confirming	confirm	VERB
ajam-184	51	22	it	it	PRON
ajam-184	51	23	.	.	PUNCT
ajam-184	52	1	the	the	DET
ajam-184	52	2	data	datum	NOUN
ajam-184	52	3	collected	collect	VERB
ajam-184	52	4	valuable	valuable	ADJ
ajam-184	52	5	information	information	NOUN
ajam-184	52	6	on	on	ADP
ajam-184	52	7	several	several	ADJ
ajam-184	52	8	variables	variable	NOUN
ajam-184	52	9	including	include	VERB
ajam-184	52	10	socio	socio	NOUN
ajam-184	52	11	-	-	PUNCT
ajam-184	52	12	economic	economic	ADJ
ajam-184	52	13	,	,	PUNCT
ajam-184	52	14	farm	farm	NOUN
ajam-184	52	15	-	-	PUNCT
ajam-184	52	16	related	relate	VERB
ajam-184	52	17	,	,	PUNCT
ajam-184	52	18	institutional	institutional	ADJ
ajam-184	52	19	and	and	CCONJ
ajam-184	52	20	technological	technological	ADJ
ajam-184	52	21	factors	factor	NOUN
ajam-184	52	22	.	.	PUNCT
ajam-184	53	1	the	the	DET
ajam-184	53	2	technologyadoption	technologyadoption	NOUN
ajam-184	53	3	decision	decision	NOUN
ajam-184	53	4	of	of	ADP
ajam-184	53	5	a	a	DET
ajam-184	53	6	household	household	NOUN
ajam-184	53	7	is	be	AUX
ajam-184	53	8	assumed	assume	VERB
ajam-184	53	9	to	to	PART
ajam-184	53	10	be	be	AUX
ajam-184	53	11	motivated	motivate	VERB
ajam-184	53	12	by	by	ADP
ajam-184	53	13	utility	utility	NOUN
ajam-184	53	14	maximization	maximization	NOUN
ajam-184	53	15	.	.	PUNCT
ajam-184	54	1	theoretical	theoretical	ADJ
ajam-184	54	2	model	model	NOUN
ajam-184	54	3	and	and	CCONJ
ajam-184	54	4	empirical	empirical	ADJ
ajam-184	54	5	specifications	specification	NOUN
ajam-184	54	6	adoption	adoption	NOUN
ajam-184	54	7	is	be	AUX
ajam-184	54	8	conventionally	conventionally	ADV
ajam-184	54	9	conceptualized	conceptualize	VERB
ajam-184	54	10	to	to	PART
ajam-184	54	11	be	be	AUX
ajam-184	54	12	the	the	DET
ajam-184	54	13	mental	mental	ADJ
ajam-184	54	14	process	process	NOUN
ajam-184	54	15	through	through	ADP
ajam-184	54	16	which	which	PRON
ajam-184	54	17	an	an	DET
ajam-184	54	18	individual	individual	ADJ
ajam-184	54	19	passes	pass	VERB
ajam-184	54	20	from	from	ADP
ajam-184	54	21	first	first	ADJ
ajam-184	54	22	learning	learn	VERB
ajam-184	54	23	about	about	ADP
ajam-184	54	24	an	an	DET
ajam-184	54	25	agricultural	agricultural	ADJ
ajam-184	54	26	innovation	innovation	NOUN
ajam-184	54	27	to	to	ADP
ajam-184	54	28	final	final	ADJ
ajam-184	54	29	adoption	adoption	NOUN
ajam-184	54	30	(	(	PUNCT
ajam-184	54	31	mutandwa	mutandwa	VERB
ajam-184	54	32	et	et	PROPN
ajam-184	54	33	al	al	PROPN
ajam-184	54	34	.	.	PROPN
ajam-184	54	35	,	,	PUNCT
ajam-184	54	36	2007	2007	NUM
ajam-184	54	37	)	)	PUNCT
ajam-184	54	38	.	.	PUNCT
ajam-184	55	1	adoption	adoption	NOUN
ajam-184	55	2	is	be	AUX
ajam-184	55	3	seen	see	VERB
ajam-184	55	4	as	as	ADP
ajam-184	55	5	the	the	DET
ajam-184	55	6	decision	decision	NOUN
ajam-184	55	7	by	by	ADP
ajam-184	55	8	an	an	DET
ajam-184	55	9	individual	individual	NOUN
ajam-184	55	10	to	to	PART
ajam-184	55	11	become	become	VERB
ajam-184	55	12	a	a	DET
ajam-184	55	13	regular	regular	ADJ
ajam-184	55	14	user	user	NOUN
ajam-184	55	15	of	of	ADP
ajam-184	55	16	the	the	DET
ajam-184	55	17	new	new	ADJ
ajam-184	55	18	idea	idea	NOUN
ajam-184	55	19	(	(	PUNCT
ajam-184	55	20	kotler	kotler	PROPN
ajam-184	55	21	and	and	CCONJ
ajam-184	55	22	armstrong	armstrong	PROPN
ajam-184	55	23	,	,	PUNCT
ajam-184	55	24	1994	1994	NUM
ajam-184	55	25	)	)	PUNCT
ajam-184	55	26	.	.	PUNCT
ajam-184	56	1	authors	author	NOUN
ajam-184	56	2	argue	argue	VERB
ajam-184	56	3	that	that	SCONJ
ajam-184	56	4	adoption	adoption	NOUN
ajam-184	56	5	of	of	ADP
ajam-184	56	6	a	a	DET
ajam-184	56	7	new	new	ADJ
ajam-184	56	8	technological	technological	ADJ
ajam-184	56	9	innovation	innovation	NOUN
ajam-184	56	10	is	be	AUX
ajam-184	56	11	underpinned	underpin	VERB
ajam-184	56	12	by	by	ADP
ajam-184	56	13	its	its	PRON
ajam-184	56	14	underlying	underlie	VERB
ajam-184	56	15	attributes	attribute	NOUN
ajam-184	56	16	or	or	CCONJ
ajam-184	56	17	consists	consist	VERB
ajam-184	56	18	of	of	ADP
ajam-184	56	19	inter	inter	ADJ
ajam-184	56	20	-	-	ADJ
ajam-184	56	21	related	related	ADJ
ajam-184	56	22	stages	stage	NOUN
ajam-184	56	23	(	(	PUNCT
ajam-184	56	24	batz	batz	PROPN
ajam-184	56	25	et	et	PROPN
ajam-184	56	26	al	al	PROPN
ajam-184	56	27	.	.	PROPN
ajam-184	56	28	,	,	PUNCT
ajam-184	56	29	1999	1999	NUM
ajam-184	56	30	;	;	PUNCT
ajam-184	56	31	fernandez	fernandez	PROPN
ajam-184	56	32	-	-	PUNCT
ajam-184	56	33	cornejo	cornejo	PROPN
ajam-184	56	34	et	et	PROPN
ajam-184	56	35	al	al	PROPN
ajam-184	56	36	.	.	PROPN
ajam-184	56	37	,	,	PUNCT
ajam-184	56	38	2002	2002	NUM
ajam-184	56	39	;	;	PUNCT
ajam-184	56	40	rogers	roger	NOUN
ajam-184	56	41	,	,	PUNCT
ajam-184	56	42	2003	2003	NUM
ajam-184	56	43	)	)	PUNCT
ajam-184	56	44	.	.	PUNCT
ajam-184	57	1	in	in	ADP
ajam-184	57	2	modeling	model	VERB
ajam-184	57	3	the	the	DET
ajam-184	57	4	utility	utility	NOUN
ajam-184	57	5	or	or	CCONJ
ajam-184	57	6	satisfaction	satisfaction	NOUN
ajam-184	57	7	derived	derive	VERB
ajam-184	57	8	from	from	ADP
ajam-184	57	9	the	the	DET
ajam-184	57	10	use	use	NOUN
ajam-184	57	11	and	and	CCONJ
ajam-184	57	12	integration	integration	NOUN
ajam-184	57	13	of	of	ADP
ajam-184	57	14	irm	irm	PROPN
ajam-184	57	15	into	into	ADP
ajam-184	57	16	the	the	DET
ajam-184	57	17	smallholder	smallholder	NOUN
ajam-184	57	18	farming	farming	NOUN
ajam-184	57	19	system	system	NOUN
ajam-184	57	20	,	,	PUNCT
ajam-184	57	21	the	the	DET
ajam-184	57	22	economic	economic	ADJ
ajam-184	57	23	values	value	NOUN
ajam-184	57	24	or	or	CCONJ
ajam-184	57	25	benefits	benefit	NOUN
ajam-184	57	26	associated	associate	VERB
ajam-184	57	27	with	with	ADP
ajam-184	57	28	traditional	traditional	ADJ
ajam-184	57	29	maize	maize	NOUN
ajam-184	57	30	varieties	variety	NOUN
ajam-184	57	31	such	such	ADJ
ajam-184	57	32	as	as	ADP
ajam-184	57	33	local	local	ADJ
ajam-184	57	34	maize	maize	NOUN
ajam-184	57	35	and	and	CCONJ
ajam-184	57	36	systems	system	NOUN
ajam-184	57	37	with	with	ADP
ajam-184	57	38	the	the	DET
ajam-184	57	39	novel	novel	ADJ
ajam-184	57	40	variety	variety	NOUN
ajam-184	57	41	irm	irm	PROPN
ajam-184	57	42	need	need	VERB
ajam-184	57	43	to	to	PART
ajam-184	57	44	be	be	AUX
ajam-184	57	45	considered	consider	VERB
ajam-184	57	46	.	.	PUNCT
ajam-184	58	1	a	a	DET
ajam-184	58	2	typical	typical	ADJ
ajam-184	58	3	smallholder	smallholder	NOUN
ajam-184	58	4	-	-	PUNCT
ajam-184	58	5	farming	farming	NOUN
ajam-184	58	6	household	household	NOUN
ajam-184	58	7	seeks	seek	VERB
ajam-184	58	8	to	to	PART
ajam-184	58	9	maximize	maximize	VERB
ajam-184	58	10	a	a	DET
ajam-184	58	11	multi	multi	ADJ
ajam-184	58	12	-	-	ADJ
ajam-184	58	13	dimensional	dimensional	ADJ
ajam-184	58	14	objective	objective	ADJ
ajam-184	58	15	function	function	NOUN
ajam-184	58	16	,	,	PUNCT
ajam-184	58	17	including	include	VERB
ajam-184	58	18	increasing	increase	VERB
ajam-184	58	19	incomes	income	NOUN
ajam-184	58	20	and	and	CCONJ
ajam-184	58	21	food	food	NOUN
ajam-184	58	22	security	security	NOUN
ajam-184	58	23	,	,	PUNCT
ajam-184	58	24	and	and	CCONJ
ajam-184	58	25	reduction	reduction	NOUN
ajam-184	58	26	of	of	ADP
ajam-184	58	27	all	all	DET
ajam-184	58	28	forms	form	NOUN
ajam-184	58	29	of	of	ADP
ajam-184	58	30	risk	risk	NOUN
ajam-184	58	31	(	(	PUNCT
ajam-184	58	32	strauss	strauss	PROPN
ajam-184	58	33	et	et	PROPN
ajam-184	58	34	al	al	PROPN
ajam-184	58	35	.	.	PROPN
ajam-184	58	36	,	,	PUNCT
ajam-184	58	37	1989	1989	NUM
ajam-184	58	38	)	)	PUNCT
ajam-184	58	39	.	.	PUNCT
ajam-184	59	1	when	when	SCONJ
ajam-184	59	2	there	there	PRON
ajam-184	59	3	is	be	VERB
ajam-184	59	4	a	a	DET
ajam-184	59	5	change	change	NOUN
ajam-184	59	6	in	in	ADP
ajam-184	59	7	economic	economic	ADJ
ajam-184	59	8	parameters	parameter	NOUN
ajam-184	59	9	associated	associate	VERB
ajam-184	59	10	to	to	PART
ajam-184	59	11	irm	irm	PROPN
ajam-184	59	12	technology	technology	PROPN
ajam-184	59	13	,	,	PUNCT
ajam-184	59	14	the	the	DET
ajam-184	59	15	central	central	ADJ
ajam-184	59	16	question	question	NOUN
ajam-184	59	17	is	be	AUX
ajam-184	59	18	related	relate	VERB
ajam-184	59	19	to	to	ADP
ajam-184	59	20	how	how	SCONJ
ajam-184	59	21	much	much	ADJ
ajam-184	59	22	compensation	compensation	NOUN
ajam-184	59	23	,	,	PUNCT
ajam-184	59	24	whether	whether	SCONJ
ajam-184	59	25	paid	pay	VERB
ajam-184	59	26	or	or	CCONJ
ajam-184	59	27	received	receive	VERB
ajam-184	59	28	,	,	PUNCT
ajam-184	59	29	would	would	AUX
ajam-184	59	30	make	make	VERB
ajam-184	59	31	the	the	DET
ajam-184	59	32	decision	decision	NOUN
ajam-184	59	33	maker	maker	NOUN
ajam-184	59	34	indifferent	indifferent	NOUN
ajam-184	59	35	about	about	ADP
ajam-184	59	36	the	the	DET
ajam-184	59	37	change	change	NOUN
ajam-184	59	38	.	.	PUNCT
ajam-184	60	1	thus	thus	ADV
ajam-184	60	2	the	the	DET
ajam-184	60	3	change	change	NOUN
ajam-184	60	4	in	in	ADP
ajam-184	60	5	welfare	welfare	NOUN
ajam-184	60	6	associated	associate	VERB
ajam-184	60	7	with	with	ADP
ajam-184	60	8	this	this	DET
ajam-184	60	9	development	development	NOUN
ajam-184	60	10	was	be	AUX
ajam-184	60	11	used	use	VERB
ajam-184	60	12	as	as	ADP
ajam-184	60	13	the	the	DET
ajam-184	60	14	basis	basis	NOUN
ajam-184	60	15	for	for	ADP
ajam-184	60	16	economic	economic	ADJ
ajam-184	60	17	valuation	valuation	NOUN
ajam-184	60	18	process	process	NOUN
ajam-184	60	19	.	.	PUNCT
ajam-184	61	1	when	when	SCONJ
ajam-184	61	2	an	an	DET
ajam-184	61	3	individual	individual	ADJ
ajam-184	61	4	farmer	farmer	NOUN
ajam-184	61	5	faces	face	VERB
ajam-184	61	6	a	a	DET
ajam-184	61	7	change	change	NOUN
ajam-184	61	8	in	in	ADP
ajam-184	61	9	a	a	DET
ajam-184	61	10	measurable	measurable	ADJ
ajam-184	61	11	attribute	attribute	NOUN
ajam-184	61	12	,	,	PUNCT
ajam-184	61	13	for	for	ADP
ajam-184	61	14	example	example	NOUN
ajam-184	61	15	higher	high	ADJ
ajam-184	61	16	control	control	NOUN
ajam-184	61	17	for	for	ADP
ajam-184	61	18	striga	striga	ADJ
ajam-184	61	19	from	from	ADP
ajam-184	61	20	new	new	PROPN
ajam-184	61	21	irm	irm	PROPN
ajam-184	61	22	variety	variety	PROPN
ajam-184	61	23	(	(	PUNCT
ajam-184	61	24	q	q	NOUN
ajam-184	61	25	)	)	PUNCT
ajam-184	61	26	,	,	PUNCT
ajam-184	61	27	then	then	ADV
ajam-184	61	28	q	q	X
ajam-184	61	29	changes	change	NOUN
ajam-184	61	30	from	from	ADP
ajam-184	61	31	q0	q0	PROPN
ajam-184	61	32	to	to	ADP
ajam-184	61	33	q1	q1	PROPN
ajam-184	61	34	(	(	PUNCT
ajam-184	61	35	with	with	ADP
ajam-184	61	36	q1	q1	PROPN
ajam-184	61	37	>	>	X
ajam-184	61	38	q0	q0	PROPN
ajam-184	61	39	)	)	PUNCT
ajam-184	61	40	.	.	PUNCT
ajam-184	62	1	the	the	DET
ajam-184	62	2	indirect	indirect	ADJ
ajam-184	62	3	utility	utility	NOUN
ajam-184	62	4	function	function	VERB
ajam-184	62	5	u	u	NOUN
ajam-184	62	6	after	after	SCONJ
ajam-184	62	7	the	the	DET
ajam-184	62	8	change	change	NOUN
ajam-184	62	9	becomes	become	VERB
ajam-184	62	10	higher	high	ADJ
ajam-184	62	11	than	than	ADP
ajam-184	62	12	the	the	DET
ajam-184	62	13	status	status	NOUN
ajam-184	62	14	quo	quo	NOUN
ajam-184	62	15	.	.	PUNCT
ajam-184	63	1	now	now	ADV
ajam-184	63	2	the	the	DET
ajam-184	63	3	status	status	NOUN
ajam-184	63	4	quo	quo	NOUN
ajam-184	63	5	can	can	AUX
ajam-184	63	6	be	be	AUX
ajam-184	63	7	represented	represent	VERB
ajam-184	63	8	econometrically	econometrically	ADV
ajam-184	63	9	as	as	SCONJ
ajam-184	63	10	follows	follow	VERB
ajam-184	63	11	:	:	PUNCT
ajam-184	64	1	u1j	u1j	PUNCT
ajam-184	64	2	=	=	SYM
ajam-184	64	3	ui	ui	PROPN
ajam-184	64	4	(	(	PUNCT
ajam-184	64	5	yi	yi	PROPN
ajam-184	64	6	,	,	PUNCT
ajam-184	64	7	zj	zj	PROPN
ajam-184	64	8	,	,	PUNCT
ajam-184	64	9	q	q	PROPN
ajam-184	64	10	°	°	PROPN
ajam-184	64	11	,	,	PUNCT
ajam-184	64	12	ε0j	ε0j	X
ajam-184	64	13	)	)	PUNCT
ajam-184	64	14	on	on	ADP
ajam-184	64	15	the	the	DET
ajam-184	64	16	other	other	ADJ
ajam-184	64	17	hand	hand	NOUN
ajam-184	64	18	,	,	PUNCT
ajam-184	64	19	the	the	DET
ajam-184	64	20	changed	change	VERB
ajam-184	64	21	or	or	CCONJ
ajam-184	64	22	final	final	ADJ
ajam-184	64	23	state	state	NOUN
ajam-184	64	24	due	due	ADP
ajam-184	64	25	to	to	ADP
ajam-184	64	26	the	the	DET
ajam-184	64	27	introduction	introduction	NOUN
ajam-184	64	28	of	of	ADP
ajam-184	64	29	irm	irm	PROPN
ajam-184	64	30	is	be	AUX
ajam-184	64	31	shown	show	VERB
ajam-184	64	32	by	by	ADP
ajam-184	64	33	:	:	PUNCT
ajam-184	64	34	u2j	u2j	ADJ
ajam-184	64	35	=	=	SYM
ajam-184	64	36	ui	ui	PROPN
ajam-184	64	37	(	(	PUNCT
ajam-184	64	38	yi	yi	PROPN
ajam-184	64	39	,	,	PUNCT
ajam-184	64	40	zj	zj	PROPN
ajam-184	64	41	,	,	PUNCT
ajam-184	64	42	q	q	PROPN
ajam-184	64	43	1	1	NUM
ajam-184	64	44	,	,	PUNCT
ajam-184	64	45	εij	εij	NOUN
ajam-184	64	46	)	)	PUNCT
ajam-184	64	47	where	where	SCONJ
ajam-184	64	48	,	,	PUNCT
ajam-184	64	49	yi	yi	PROPN
ajam-184	64	50	,	,	PUNCT
ajam-184	64	51	refers	refer	VERB
ajam-184	64	52	to	to	ADP
ajam-184	64	53	the	the	DET
ajam-184	64	54	farmer	farmer	NOUN
ajam-184	64	55	’s	’s	PART
ajam-184	64	56	income	income	NOUN
ajam-184	64	57	,	,	PUNCT
ajam-184	64	58	zj	zj	PROPN
ajam-184	64	59	is	be	AUX
ajam-184	64	60	a	a	DET
ajam-184	64	61	vector	vector	NOUN
ajam-184	64	62	of	of	ADP
ajam-184	64	63	the	the	DET
ajam-184	64	64	farmer	farmer	NOUN
ajam-184	64	65	’s	’s	PART
ajam-184	64	66	socio	socio	NOUN
ajam-184	64	67	-	-	PUNCT
ajam-184	64	68	economic	economic	ADJ
ajam-184	64	69	variables	variable	NOUN
ajam-184	64	70	and	and	CCONJ
ajam-184	64	71	attributes	attribute	NOUN
ajam-184	64	72	of	of	ADP
ajam-184	64	73	choice	choice	NOUN
ajam-184	64	74	,	,	PUNCT
ajam-184	64	75	and	and	CCONJ
ajam-184	64	76	εj	εj	NOUN
ajam-184	64	77	is	be	AUX
ajam-184	64	78	the	the	DET
ajam-184	64	79	stochastic	stochastic	ADJ
ajam-184	64	80	error	error	NOUN
ajam-184	64	81	term	term	NOUN
ajam-184	64	82	representing	represent	VERB
ajam-184	64	83	other	other	ADJ
ajam-184	64	84	unobserved	unobserved	ADJ
ajam-184	64	85	utility	utility	NOUN
ajam-184	64	86	components	component	NOUN
ajam-184	64	87	,	,	PUNCT
ajam-184	64	88	the	the	DET
ajam-184	64	89	farmer	farmer	NOUN
ajam-184	64	90	would	would	AUX
ajam-184	64	91	opt	opt	VERB
ajam-184	64	92	,	,	PUNCT
ajam-184	64	93	pay	pay	VERB
ajam-184	64	94	and	and	CCONJ
ajam-184	64	95	adopt	adopt	VERB
ajam-184	64	96	irm	irm	PROPN
ajam-184	64	97	if	if	SCONJ
ajam-184	64	98	the	the	DET
ajam-184	64	99	following	follow	VERB
ajam-184	64	100	condition	condition	NOUN
ajam-184	64	101	holds	hold	VERB
ajam-184	64	102	:	:	PUNCT
ajam-184	64	103	ui	ui	PROPN
ajam-184	64	104	(	(	PUNCT
ajam-184	64	105	yi	yi	PROPN
ajam-184	64	106	–	–	PUNCT
ajam-184	64	107	pi	pi	NOUN
ajam-184	64	108	,	,	PUNCT
ajam-184	64	109	zj	zj	PROPN
ajam-184	64	110	,	,	PUNCT
ajam-184	64	111	εij	εij	NOUN
ajam-184	64	112	)	)	PUNCT
ajam-184	64	113	>	>	X
ajam-184	65	1	u0	u0	PROPN
ajam-184	65	2	(	(	PUNCT
ajam-184	65	3	yi	yi	PROPN
ajam-184	65	4	,	,	PUNCT
ajam-184	65	5	zj	zj	PROPN
ajam-184	65	6	,	,	PUNCT
ajam-184	65	7	ε0j	ε0j	PROPN
ajam-184	65	8	)	)	PUNCT
ajam-184	65	9	where	where	SCONJ
ajam-184	65	10	:	:	PUNCT
ajam-184	65	11	pi	pi	NOUN
ajam-184	65	12	is	be	AUX
ajam-184	65	13	the	the	DET
ajam-184	65	14	monetary	monetary	ADJ
ajam-184	65	15	investment	investment	NOUN
ajam-184	65	16	associated	associate	VERB
ajam-184	65	17	with	with	ADP
ajam-184	65	18	the	the	DET
ajam-184	65	19	new	new	ADJ
ajam-184	65	20	variety	variety	NOUN
ajam-184	65	21	.	.	PUNCT
ajam-184	66	1	since	since	SCONJ
ajam-184	66	2	the	the	DET
ajam-184	66	3	random	random	ADJ
ajam-184	66	4	components	component	NOUN
ajam-184	66	5	of	of	ADP
ajam-184	66	6	the	the	DET
ajam-184	66	7	preferences	preference	NOUN
ajam-184	66	8	are	be	AUX
ajam-184	66	9	not	not	PART
ajam-184	66	10	known	know	VERB
ajam-184	66	11	with	with	ADP
ajam-184	66	12	certainty	certainty	NOUN
ajam-184	66	13	;	;	PUNCT
ajam-184	66	14	it	it	PRON
ajam-184	66	15	is	be	AUX
ajam-184	66	16	only	only	ADV
ajam-184	66	17	possible	possible	ADJ
ajam-184	66	18	to	to	PART
ajam-184	66	19	make	make	VERB
ajam-184	66	20	probabilistic	probabilistic	ADJ
ajam-184	66	21	statements	statement	NOUN
ajam-184	66	22	about	about	ADP
ajam-184	66	23	expected	expect	VERB
ajam-184	66	24	outcomes	outcome	NOUN
ajam-184	66	25	.	.	PUNCT
ajam-184	67	1	thus	thus	ADV
ajam-184	67	2	,	,	PUNCT
ajam-184	67	3	the	the	DET
ajam-184	67	4	decision	decision	NOUN
ajam-184	67	5	by	by	ADP
ajam-184	67	6	the	the	DET
ajam-184	67	7	farmer	farmer	NOUN
ajam-184	67	8	to	to	PART
ajam-184	67	9	adopt	adopt	VERB
ajam-184	67	10	irm	irm	PROPN
ajam-184	67	11	is	be	AUX
ajam-184	67	12	the	the	DET
ajam-184	67	13	probability	probability	NOUN
ajam-184	67	14	that	that	SCONJ
ajam-184	67	15	he	he	PRON
ajam-184	67	16	/	/	PUNCT
ajam-184	67	17	she	she	PRON
ajam-184	67	18	will	will	AUX
ajam-184	67	19	be	be	AUX
ajam-184	67	20	better	well	ADJ
ajam-184	67	21	off	off	ADP
ajam-184	67	22	if	if	SCONJ
ajam-184	67	23	this	this	DET
ajam-184	67	24	variety	variety	NOUN
ajam-184	67	25	is	be	AUX
ajam-184	67	26	used	use	VERB
ajam-184	67	27	.	.	PUNCT
ajam-184	68	1	this	this	PRON
ajam-184	68	2	is	be	AUX
ajam-184	68	3	represented	represent	VERB
ajam-184	68	4	as	as	SCONJ
ajam-184	68	5	follows	follow	VERB
ajam-184	68	6	:	:	PUNCT
ajam-184	68	7	prob	prob	NOUN
ajam-184	68	8	(	(	PUNCT
ajam-184	68	9	yesi	yesi	NOUN
ajam-184	68	10	)	)	PUNCT
ajam-184	68	11	=	=	SYM
ajam-184	69	1	prob	prob	NOUN
ajam-184	70	1	[	[	X
ajam-184	70	2	ui	ui	X
ajam-184	70	3	(	(	PUNCT
ajam-184	70	4	yi	yi	PROPN
ajam-184	70	5	–	–	PUNCT
ajam-184	70	6	pi	pi	NOUN
ajam-184	70	7	,	,	PUNCT
ajam-184	70	8	zj	zj	PROPN
ajam-184	70	9	,	,	PUNCT
ajam-184	70	10	εij	εij	NOUN
ajam-184	70	11	)	)	PUNCT
ajam-184	70	12	>	>	X
ajam-184	70	13	u0	u0	PROPN
ajam-184	70	14	(	(	PUNCT
ajam-184	70	15	yi	yi	PROPN
ajam-184	70	16	,	,	PUNCT
ajam-184	70	17	zj	zj	PROPN
ajam-184	70	18	,	,	PUNCT
ajam-184	70	19	εij	εij	NOUN
ajam-184	70	20	)	)	PUNCT
ajam-184	70	21	]	]	PUNCT
ajam-184	70	22	since	since	SCONJ
ajam-184	70	23	the	the	DET
ajam-184	70	24	afore	afore	ADV
ajam-184	70	25	-	-	PUNCT
ajam-184	70	26	mentioned	mention	VERB
ajam-184	70	27	utility	utility	NOUN
ajam-184	70	28	functions	function	NOUN
ajam-184	70	29	are	be	AUX
ajam-184	70	30	expressed	express	VERB
ajam-184	70	31	generally	generally	ADV
ajam-184	70	32	,	,	PUNCT
ajam-184	70	33	it	it	PRON
ajam-184	70	34	becomes	become	VERB
ajam-184	70	35	critical	critical	ADJ
ajam-184	70	36	to	to	PART
ajam-184	70	37	specify	specify	VERB
ajam-184	70	38	the	the	DET
ajam-184	70	39	utility	utility	NOUN
ajam-184	70	40	function	function	NOUN
ajam-184	70	41	as	as	ADP
ajam-184	70	42	additively	additively	ADV
ajam-184	70	43	separable	separable	ADJ
ajam-184	70	44	in	in	ADP
ajam-184	70	45	deterministic	deterministic	ADJ
ajam-184	70	46	and	and	CCONJ
ajam-184	70	47	stochastic	stochastic	ADJ
ajam-184	70	48	preferences	preference	NOUN
ajam-184	70	49	.	.	PUNCT
ajam-184	71	1	using	use	VERB
ajam-184	71	2	,	,	PUNCT
ajam-184	71	3	this	this	DET
ajam-184	71	4	argument	argument	NOUN
ajam-184	71	5	,	,	PUNCT
ajam-184	71	6	the	the	DET
ajam-184	71	7	function	function	NOUN
ajam-184	71	8	becomes	become	VERB
ajam-184	71	9	:	:	PUNCT
ajam-184	71	10	ui	ui	PROPN
ajam-184	71	11	(	(	PUNCT
ajam-184	71	12	yi	yi	PROPN
ajam-184	71	13	,	,	PUNCT
ajam-184	71	14	zj	zj	PROPN
ajam-184	71	15	,	,	PUNCT
ajam-184	71	16	εij	εij	NOUN
ajam-184	71	17	)	)	PUNCT
ajam-184	72	1	=	=	SYM
ajam-184	72	2	ui	ui	PROPN
ajam-184	72	3	(	(	PUNCT
ajam-184	72	4	yi	yi	PROPN
ajam-184	72	5	,	,	PUNCT
ajam-184	72	6	zj	zj	PROPN
ajam-184	72	7	)	)	PUNCT
ajam-184	73	1	+	+	CCONJ
ajam-184	73	2	εij	εij	VERB
ajam-184	73	3	where	where	SCONJ
ajam-184	73	4	:	:	PUNCT
ajam-184	73	5	the	the	DET
ajam-184	73	6	first	first	ADJ
ajam-184	73	7	part	part	NOUN
ajam-184	73	8	of	of	ADP
ajam-184	73	9	the	the	DET
ajam-184	73	10	right	right	ADJ
ajam-184	73	11	hand	hand	NOUN
ajam-184	73	12	side	side	NOUN
ajam-184	73	13	is	be	AUX
ajam-184	73	14	the	the	DET
ajam-184	73	15	deterministic	deterministic	ADJ
ajam-184	73	16	part	part	NOUN
ajam-184	73	17	and	and	CCONJ
ajam-184	73	18	the	the	DET
ajam-184	73	19	second	second	ADJ
ajam-184	73	20	part	part	NOUN
ajam-184	73	21	is	be	AUX
ajam-184	73	22	the	the	DET
ajam-184	73	23	stochastic	stochastic	ADJ
ajam-184	73	24	part	part	NOUN
ajam-184	73	25	.	.	PUNCT
ajam-184	74	1	the	the	DET
ajam-184	74	2	assumptions	assumption	NOUN
ajam-184	74	3	that	that	PRON
ajam-184	74	4	εij	εij	NOUN
ajam-184	74	5	are	be	AUX
ajam-184	74	6	independently	independently	ADV
ajam-184	74	7	and	and	CCONJ
ajam-184	74	8	identically	identically	ADV
ajam-184	74	9	distributed	distribute	VERB
ajam-184	74	10	with	with	ADP
ajam-184	74	11	mean	mean	PROPN
ajam-184	74	12	zero	zero	NUM
ajam-184	74	13	describes	describe	VERB
ajam-184	74	14	most	most	ADV
ajam-184	74	15	widely	widely	ADV
ajam-184	74	16	used	use	VERB
ajam-184	74	17	distributions	distribution	NOUN
ajam-184	74	18	.	.	PUNCT
ajam-184	75	1	two	two	NUM
ajam-184	75	2	widely	widely	ADV
ajam-184	75	3	used	use	VERB
ajam-184	75	4	distributions	distribution	NOUN
ajam-184	75	5	are	be	AUX
ajam-184	75	6	the	the	DET
ajam-184	75	7	normal	normal	ADJ
ajam-184	75	8	(	(	PUNCT
ajam-184	75	9	probit	probit	NOUN
ajam-184	75	10	)	)	PUNCT
ajam-184	75	11	and	and	CCONJ
ajam-184	75	12	logistic	logistic	ADJ
ajam-184	75	13	regression	regression	NOUN
ajam-184	75	14	models	model	NOUN
ajam-184	75	15	.	.	PUNCT
ajam-184	76	1	in	in	ADP
ajam-184	76	2	this	this	DET
ajam-184	76	3	study	study	NOUN
ajam-184	76	4	,	,	PUNCT
ajam-184	76	5	the	the	DET
ajam-184	76	6	statistical	statistical	ADJ
ajam-184	76	7	dichotomous	dichotomous	ADJ
ajam-184	76	8	choice	choice	NOUN
ajam-184	76	9	data	datum	NOUN
ajam-184	76	10	is	be	AUX
ajam-184	76	11	modeled	model	VERB
ajam-184	76	12	by	by	ADP
ajam-184	76	13	superimposing	superimpose	VERB
ajam-184	76	14	a	a	DET
ajam-184	76	15	probability	probability	NOUN
ajam-184	76	16	function	function	NOUN
ajam-184	76	17	.	.	PUNCT
ajam-184	77	1	the	the	DET
ajam-184	77	2	dependent	dependent	ADJ
ajam-184	77	3	variable	variable	NOUN
ajam-184	77	4	takes	take	VERB
ajam-184	77	5	the	the	DET
ajam-184	77	6	value	value	NOUN
ajam-184	77	7	1	1	NUM
ajam-184	77	8	if	if	SCONJ
ajam-184	77	9	the	the	DET
ajam-184	77	10	smallholder	smallholder	NOUN
ajam-184	77	11	-	-	PUNCT
ajam-184	77	12	farming	farming	NOUN
ajam-184	77	13	households	household	NOUN
ajam-184	77	14	are	be	AUX
ajam-184	77	15	willing	willing	ADJ
ajam-184	77	16	to	to	PART
ajam-184	77	17	adopt	adopt	VERB
ajam-184	77	18	irm	irm	PROPN
ajam-184	77	19	or	or	CCONJ
ajam-184	77	20	0	0	NUM
ajam-184	77	21	if	if	SCONJ
ajam-184	77	22	they	they	PRON
ajam-184	77	23	are	be	AUX
ajam-184	77	24	not	not	PART
ajam-184	77	25	willing	willing	ADJ
ajam-184	77	26	to	to	PART
ajam-184	77	27	adopt	adopt	VERB
ajam-184	77	28	.	.	PUNCT
ajam-184	78	1	and	and	CCONJ
ajam-184	78	2	if	if	SCONJ
ajam-184	78	3	the	the	DET
ajam-184	78	4	farming	farming	NOUN
ajam-184	78	5	households	household	NOUN
ajam-184	78	6	adopt	adopt	VERB
ajam-184	78	7	,	,	PUNCT
ajam-184	78	8	how	how	SCONJ
ajam-184	78	9	much	much	ADJ
ajam-184	78	10	could	could	AUX
ajam-184	78	11	they	they	PRON
ajam-184	78	12	adopt	adopt	VERB
ajam-184	78	13	?	?	PUNCT
ajam-184	79	1	the	the	DET
ajam-184	79	2	observed	observe	VERB
ajam-184	79	3	adoption	adoption	NOUN
ajam-184	79	4	of	of	ADP
ajam-184	79	5	irm	irm	PROPN
ajam-184	79	6	is	be	AUX
ajam-184	79	7	hypothesized	hypothesize	VERB
ajam-184	79	8	to	to	PART
ajam-184	79	9	be	be	AUX
ajam-184	79	10	the	the	DET
ajam-184	79	11	end	end	NOUN
ajam-184	79	12	result	result	NOUN
ajam-184	79	13	of	of	ADP
ajam-184	79	14	combined	combined	ADJ
ajam-184	79	15	effects	effect	NOUN
ajam-184	79	16	of	of	ADP
ajam-184	79	17	a	a	DET
ajam-184	79	18	number	number	NOUN
ajam-184	79	19	of	of	ADP
ajam-184	79	20	factors	factor	NOUN
ajam-184	79	21	related	relate	VERB
ajam-184	79	22	to	to	ADP
ajam-184	79	23	the	the	DET
ajam-184	79	24	farmer	farmer	NOUN
ajam-184	79	25	's	's	PART
ajam-184	79	26	goals	goal	NOUN
ajam-184	79	27	and	and	CCONJ
ajam-184	79	28	means	mean	NOUN
ajam-184	79	29	of	of	ADP
ajam-184	79	30	achieving	achieve	VERB
ajam-184	79	31	them	they	PRON
ajam-184	79	32	.	.	PUNCT
ajam-184	80	1	several	several	ADJ
ajam-184	80	2	hypotheses	hypothesis	NOUN
ajam-184	80	3	can	can	AUX
ajam-184	80	4	be	be	AUX
ajam-184	80	5	derived	derive	VERB
ajam-184	80	6	from	from	ADP
ajam-184	80	7	these	these	DET
ajam-184	80	8	two	two	NUM
ajam-184	80	9	sets	set	NOUN
ajam-184	80	10	of	of	ADP
ajam-184	80	11	decision	decision	NOUN
ajam-184	80	12	;	;	PUNCT
ajam-184	80	13	factors	factor	NOUN
ajam-184	80	14	that	that	PRON
ajam-184	80	15	affect	affect	VERB
ajam-184	80	16	adoption	adoption	NOUN
ajam-184	80	17	and	and	CCONJ
ajam-184	80	18	factors	factor	NOUN
ajam-184	80	19	that	that	PRON
ajam-184	80	20	affect	affect	VERB
ajam-184	80	21	intensity	intensity	NOUN
ajam-184	80	22	of	of	ADP
ajam-184	80	23	irm	irm	PROPN
ajam-184	80	24	.	.	PUNCT
ajam-184	81	1	the	the	DET
ajam-184	81	2	following	follow	VERB
ajam-184	81	3	variables	variable	NOUN
ajam-184	81	4	in	in	ADP
ajam-184	81	5	the	the	DET
ajam-184	81	6	models	model	NOUN
ajam-184	81	7	were	be	AUX
ajam-184	81	8	hypothesized	hypothesize	VERB
ajam-184	81	9	to	to	PART
ajam-184	81	10	influence	influence	VERB
ajam-184	81	11	the	the	DET
ajam-184	81	12	adoption	adoption	NOUN
ajam-184	81	13	of	of	ADP
ajam-184	81	14	irm	irm	PROPN
ajam-184	81	15	in	in	ADP
ajam-184	81	16	different	different	ADJ
ajam-184	81	17	directions	direction	NOUN
ajam-184	81	18	.	.	PUNCT
ajam-184	82	1	external	external	ADJ
ajam-184	82	2	influences	influence	NOUN
ajam-184	82	3	include	include	VERB
ajam-184	82	4	institutional	institutional	ADJ
ajam-184	82	5	support	support	NOUN
ajam-184	82	6	systems	system	NOUN
ajam-184	82	7	such	such	ADJ
ajam-184	82	8	as	as	ADP
ajam-184	82	9	marketing	marketing	NOUN
ajam-184	82	10	facilities	facility	NOUN
ajam-184	82	11	,	,	PUNCT
ajam-184	82	12	credit	credit	NOUN
ajam-184	82	13	and	and	CCONJ
ajam-184	82	14	extension	extension	NOUN
ajam-184	82	15	services	service	NOUN
ajam-184	82	16	which	which	PRON
ajam-184	82	17	are	be	AUX
ajam-184	82	18	important	important	ADJ
ajam-184	82	19	in	in	ADP
ajam-184	82	20	affecting	affect	VERB
ajam-184	82	21	adoption	adoption	NOUN
ajam-184	82	22	(	(	PUNCT
ajam-184	82	23	feder	feder	NOUN
ajam-184	82	24	,	,	PUNCT
ajam-184	82	25	1980	1980	NUM
ajam-184	82	26	)	)	PUNCT
ajam-184	82	27	.	.	PUNCT
ajam-184	83	1	credit	credit	NOUN
ajam-184	83	2	was	be	AUX
ajam-184	83	3	not	not	PART
ajam-184	83	4	included	include	VERB
ajam-184	83	5	as	as	ADP
ajam-184	83	6	factor	factor	NOUN
ajam-184	83	7	influencing	influence	VERB
ajam-184	83	8	the	the	DET
ajam-184	83	9	irm	irm	PROPN
ajam-184	83	10	adoption	adoption	NOUN
ajam-184	83	11	because	because	SCONJ
ajam-184	83	12	very	very	ADV
ajam-184	83	13	few	few	ADJ
ajam-184	83	14	households	household	NOUN
ajam-184	83	15	in	in	ADP
ajam-184	83	16	the	the	DET
ajam-184	83	17	study	study	NOUN
ajam-184	83	18	area	area	NOUN
ajam-184	83	19	used	use	VERB
ajam-184	83	20	credit	credit	NOUN
ajam-184	83	21	to	to	PART
ajam-184	83	22	purchase	purchase	VERB
ajam-184	83	23	farm	farm	NOUN
ajam-184	83	24	inputs	input	NOUN
ajam-184	83	25	.	.	PUNCT
ajam-184	84	1	also	also	ADV
ajam-184	84	2	access	access	NOUN
ajam-184	84	3	of	of	ADP
ajam-184	84	4	the	the	DET
ajam-184	84	5	introduced	introduce	VERB
ajam-184	84	6	irm	irm	PROPN
ajam-184	84	7	was	be	AUX
ajam-184	84	8	not	not	PART
ajam-184	84	9	included	include	VERB
ajam-184	84	10	as	as	ADP
ajam-184	84	11	determinant	determinant	ADJ
ajam-184	84	12	explaining	explain	VERB
ajam-184	84	13	adoption	adoption	NOUN
ajam-184	84	14	because	because	SCONJ
ajam-184	84	15	access	access	NOUN
ajam-184	84	16	of	of	ADP
ajam-184	84	17	the	the	DET
ajam-184	84	18	novel	novel	ADJ
ajam-184	84	19	technology	technology	NOUN
ajam-184	84	20	in	in	ADP
ajam-184	84	21	the	the	DET
ajam-184	84	22	study	study	NOUN
ajam-184	84	23	area	area	NOUN
ajam-184	84	24	was	be	AUX
ajam-184	84	25	mainly	mainly	ADV
ajam-184	84	26	done	do	VERB
ajam-184	84	27	through	through	ADP
ajam-184	84	28	extension	extension	NOUN
ajam-184	84	29	services	service	NOUN
ajam-184	84	30	and	and	CCONJ
ajam-184	84	31	farmer	farmer	NOUN
ajam-184	84	32	’s	’s	PART
ajam-184	84	33	social	social	ADJ
ajam-184	84	34	groups	group	NOUN
ajam-184	84	35	which	which	PRON
ajam-184	84	36	were	be	AUX
ajam-184	84	37	already	already	ADV
ajam-184	84	38	hypothesized	hypothesize	VERB
ajam-184	84	39	to	to	PART
ajam-184	84	40	influence	influence	VERB
ajam-184	84	41	irm	irm	PROPN
ajam-184	84	42	adoption	adoption	NOUN
ajam-184	84	43	.	.	PUNCT
ajam-184	85	1	farmer	farmer	NOUN
ajam-184	85	2	’s	’s	PART
ajam-184	85	3	age	age	NOUN
ajam-184	85	4	may	may	AUX
ajam-184	85	5	influence	influence	VERB
ajam-184	85	6	both	both	DET
ajam-184	85	7	the	the	DET
ajam-184	85	8	decision	decision	NOUN
ajam-184	85	9	to	to	PART
ajam-184	85	10	adopt	adopt	VERB
ajam-184	85	11	and	and	CCONJ
ajam-184	85	12	extent	extent	NOUN
ajam-184	85	13	of	of	ADP
ajam-184	85	14	adoption	adoption	NOUN
ajam-184	85	15	of	of	ADP
ajam-184	85	16	irm	irm	PROPN
ajam-184	85	17	.	.	PUNCT
ajam-184	86	1	it	it	PRON
ajam-184	86	2	may	may	AUX
ajam-184	86	3	be	be	AUX
ajam-184	86	4	that	that	SCONJ
ajam-184	86	5	older	old	ADJ
ajam-184	86	6	farmers	farmer	NOUN
ajam-184	86	7	are	be	AUX
ajam-184	86	8	more	more	ADJ
ajam-184	86	9	risk	risk	NOUN
ajam-184	86	10	averse	averse	ADJ
ajam-184	86	11	and	and	CCONJ
ajam-184	86	12	less	less	ADV
ajam-184	86	13	likely	likely	ADJ
ajam-184	86	14	to	to	PART
ajam-184	86	15	be	be	AUX
ajam-184	86	16	flexible	flexible	ADJ
ajam-184	86	17	than	than	ADP
ajam-184	86	18	younger	young	ADJ
ajam-184	86	19	farmers	farmer	NOUN
ajam-184	86	20	and	and	CCONJ
ajam-184	86	21	thus	thus	ADV
ajam-184	86	22	could	could	AUX
ajam-184	86	23	have	have	VERB
ajam-184	86	24	a	a	DET
ajam-184	86	25	lesser	less	ADJ
ajam-184	86	26	likelihood	likelihood	NOUN
ajam-184	86	27	of	of	ADP
ajam-184	86	28	adopting	adopt	VERB
ajam-184	86	29	new	new	ADJ
ajam-184	86	30	technologies	technology	NOUN
ajam-184	86	31	.	.	PUNCT
ajam-184	87	1	however	however	ADV
ajam-184	87	2	,	,	PUNCT
ajam-184	87	3	it	it	PRON
ajam-184	87	4	could	could	AUX
ajam-184	87	5	also	also	ADV
ajam-184	87	6	be	be	AUX
ajam-184	87	7	that	that	SCONJ
ajam-184	87	8	older	old	ADJ
ajam-184	87	9	farmers	farmer	NOUN
ajam-184	87	10	have	have	AUX
ajam-184	87	11	gained	gain	VERB
ajam-184	87	12	over	over	ADP
ajam-184	87	13	time	time	NOUN
ajam-184	87	14	farming	farming	NOUN
ajam-184	87	15	knowledge	knowledge	NOUN
ajam-184	87	16	and	and	CCONJ
ajam-184	87	17	experience	experience	NOUN
ajam-184	87	18	and	and	CCONJ
ajam-184	87	19	could	could	AUX
ajam-184	87	20	be	be	AUX
ajam-184	87	21	better	well	ADV
ajam-184	87	22	able	able	ADJ
ajam-184	87	23	in	in	ADP
ajam-184	87	24	evaluating	evaluate	VERB
ajam-184	87	25	technology	technology	NOUN
ajam-184	87	26	information	information	NOUN
ajam-184	87	27	than	than	ADP
ajam-184	87	28	younger	young	ADJ
ajam-184	87	29	farmers	farmer	NOUN
ajam-184	87	30	,	,	PUNCT
ajam-184	87	31	and	and	CCONJ
ajam-184	87	32	hence	hence	ADV
ajam-184	87	33	could	could	AUX
ajam-184	87	34	have	have	VERB
ajam-184	87	35	a	a	DET
ajam-184	87	36	higher	high	ADJ
ajam-184	87	37	probability	probability	NOUN
ajam-184	87	38	of	of	ADP
ajam-184	87	39	adopting	adopt	VERB
ajam-184	87	40	the	the	DET
ajam-184	87	41	practice	practice	NOUN
ajam-184	87	42	(	(	PUNCT
ajam-184	87	43	feder	feder	PROPN
ajam-184	87	44	et	et	PROPN
ajam-184	87	45	al	al	PROPN
ajam-184	87	46	.	.	PROPN
ajam-184	87	47	,	,	PUNCT
ajam-184	87	48	1985	1985	NUM
ajam-184	87	49	;	;	PUNCT
ajam-184	87	50	belknap	belknap	PROPN
ajam-184	87	51	and	and	CCONJ
ajam-184	87	52	saupe	saupe	ADJ
ajam-184	87	53	,	,	PUNCT
ajam-184	87	54	1988	1988	NUM
ajam-184	87	55	)	)	PUNCT
ajam-184	87	56	.	.	PUNCT
ajam-184	88	1	for	for	ADP
ajam-184	88	2	the	the	DET
ajam-184	88	3	gender	gender	NOUN
ajam-184	88	4	of	of	ADP
ajam-184	88	5	the	the	DET
ajam-184	88	6	household	household	NOUN
ajam-184	88	7	head	head	NOUN
ajam-184	88	8	the	the	DET
ajam-184	88	9	assumption	assumption	NOUN
ajam-184	88	10	made	make	VERB
ajam-184	88	11	was	be	AUX
ajam-184	88	12	that	that	SCONJ
ajam-184	88	13	the	the	DET
ajam-184	88	14	head	head	NOUN
ajam-184	88	15	of	of	ADP
ajam-184	88	16	the	the	DET
ajam-184	88	17	household	household	NOUN
ajam-184	88	18	is	be	AUX
ajam-184	88	19	the	the	DET
ajam-184	88	20	primary	primary	ADJ
ajam-184	88	21	decision	decision	NOUN
ajam-184	88	22	maker	maker	NOUN
ajam-184	88	23	and	and	CCONJ
ajam-184	88	24	gender	gender	NOUN
ajam-184	88	25	difference	difference	NOUN
ajam-184	88	26	could	could	AUX
ajam-184	88	27	be	be	AUX
ajam-184	88	28	found	find	VERB
ajam-184	88	29	to	to	PART
ajam-184	88	30	be	be	AUX
ajam-184	88	31	one	one	NUM
ajam-184	88	32	of	of	ADP
ajam-184	88	33	the	the	DET
ajam-184	88	34	factors	factor	NOUN
ajam-184	88	35	influencing	influence	VERB
ajam-184	88	36	the	the	DET
ajam-184	88	37	adoption	adoption	NOUN
ajam-184	88	38	of	of	ADP
ajam-184	88	39	new	new	ADJ
ajam-184	88	40	technologies	technology	NOUN
ajam-184	88	41	.	.	PUNCT
ajam-184	89	1	due	due	ADP
ajam-184	89	2	to	to	ADP
ajam-184	89	3	many	many	ADJ
ajam-184	89	4	socio	socio	NOUN
ajam-184	89	5	-	-	PUNCT
ajam-184	89	6	cultural	cultural	ADJ
ajam-184	89	7	values	value	NOUN
ajam-184	89	8	and	and	CCONJ
ajam-184	89	9	norms	norm	NOUN
ajam-184	89	10	,	,	PUNCT
ajam-184	89	11	males	male	NOUN
ajam-184	89	12	have	have	VERB
ajam-184	89	13	more	more	ADJ
ajam-184	89	14	access	access	NOUN
ajam-184	89	15	and	and	CCONJ
ajam-184	89	16	control	control	NOUN
ajam-184	89	17	over	over	ADP
ajam-184	89	18	vital	vital	ADJ
ajam-184	89	19	production	production	NOUN
ajam-184	89	20	resources	resource	NOUN
ajam-184	89	21	such	such	ADJ
ajam-184	89	22	as	as	ADP
ajam-184	89	23	land	land	NOUN
ajam-184	89	24	,	,	PUNCT
ajam-184	89	25	information	information	NOUN
ajam-184	89	26	,	,	PUNCT
ajam-184	89	27	credit	credit	NOUN
ajam-184	89	28	and	and	CCONJ
ajam-184	89	29	labour	labour	NOUN
ajam-184	89	30	than	than	ADP
ajam-184	89	31	women	woman	NOUN
ajam-184	89	32	(	(	PUNCT
ajam-184	89	33	njeri	njeri	PROPN
ajam-184	89	34	,	,	PUNCT
ajam-184	89	35	2007	2007	NUM
ajam-184	89	36	)	)	PUNCT
ajam-184	89	37	.	.	PUNCT
ajam-184	90	1	therefore	therefore	ADV
ajam-184	90	2	,	,	PUNCT
ajam-184	90	3	it	it	PRON
ajam-184	90	4	was	be	AUX
ajam-184	90	5	hypothesized	hypothesize	VERB
ajam-184	90	6	that	that	SCONJ
ajam-184	90	7	gender	gender	NOUN
ajam-184	90	8	could	could	AUX
ajam-184	90	9	be	be	AUX
ajam-184	90	10	related	relate	VERB
ajam-184	90	11	to	to	ADP
ajam-184	90	12	the	the	DET
ajam-184	90	13	adoption	adoption	NOUN
ajam-184	90	14	of	of	ADP
ajam-184	90	15	irm	irm	PROPN
ajam-184	90	16	package	package	NOUN
ajam-184	90	17	.	.	PUNCT
ajam-184	91	1	education	education	NOUN
ajam-184	91	2	level	level	NOUN
ajam-184	91	3	of	of	ADP
ajam-184	91	4	the	the	DET
ajam-184	91	5	household	household	NOUN
ajam-184	91	6	head	head	NOUN
ajam-184	91	7	increases	increase	VERB
ajam-184	91	8	farmer	farmer	NOUN
ajam-184	91	9	's	's	PART
ajam-184	91	10	ability	ability	NOUN
ajam-184	91	11	to	to	PART
ajam-184	91	12	obtain	obtain	VERB
ajam-184	91	13	,	,	PUNCT
ajam-184	91	14	process	process	NOUN
ajam-184	91	15	,	,	PUNCT
ajam-184	91	16	and	and	CCONJ
ajam-184	91	17	use	use	VERB
ajam-184	91	18	information	information	NOUN
ajam-184	91	19	relevant	relevant	ADJ
ajam-184	91	20	to	to	ADP
ajam-184	91	21	the	the	DET
ajam-184	91	22	adoption	adoption	NOUN
ajam-184	91	23	of	of	ADP
ajam-184	91	24	irm	irm	PROPN
ajam-184	91	25	.	.	PUNCT
ajam-184	92	1	thus	thus	ADV
ajam-184	92	2	educated	educate	VERB
ajam-184	92	3	farmers	farmer	NOUN
ajam-184	92	4	have	have	AUX
ajam-184	92	5	been	be	AUX
ajam-184	92	6	found	find	VERB
ajam-184	92	7	to	to	PART
ajam-184	92	8	be	be	AUX
ajam-184	92	9	more	more	ADV
ajam-184	92	10	likely	likely	ADJ
ajam-184	92	11	to	to	PART
ajam-184	92	12	adopt	adopt	VERB
ajam-184	92	13	innovations	innovation	NOUN
ajam-184	92	14	(	(	PUNCT
ajam-184	92	15	nkamleu	nkamleu	NOUN
ajam-184	92	16	and	and	CCONJ
ajam-184	92	17	adesina	adesina	NOUN
ajam-184	92	18	,	,	PUNCT
ajam-184	92	19	2000	2000	NUM
ajam-184	92	20	;	;	PUNCT
ajam-184	92	21	asfaw	asfaw	NOUN
ajam-184	92	22	and	and	CCONJ
ajam-184	92	23	admassie	admassie	NOUN
ajam-184	92	24	,	,	PUNCT
ajam-184	92	25	2004	2004	NUM
ajam-184	92	26	)	)	PUNCT
ajam-184	92	27	.	.	PUNCT
ajam-184	93	1	thus	thus	ADV
ajam-184	93	2	it	it	PRON
ajam-184	93	3	is	be	AUX
ajam-184	93	4	hypothesized	hypothesize	VERB
ajam-184	93	5	that	that	SCONJ
ajam-184	93	6	farmers	farmer	NOUN
ajam-184	93	7	with	with	ADP
ajam-184	93	8	more	more	ADJ
ajam-184	93	9	education	education	NOUN
ajam-184	93	10	could	could	AUX
ajam-184	93	11	be	be	AUX
ajam-184	93	12	more	more	ADV
ajam-184	93	13	likely	likely	ADJ
ajam-184	93	14	to	to	PART
ajam-184	93	15	adopt	adopt	VERB
ajam-184	93	16	irm	irm	PROPN
ajam-184	93	17	than	than	ADP
ajam-184	93	18	farmers	farmer	NOUN
ajam-184	93	19	with	with	ADP
ajam-184	93	20	less	less	ADJ
ajam-184	93	21	education	education	NOUN
ajam-184	93	22	depending	depend	VERB
ajam-184	93	23	also	also	ADV
ajam-184	93	24	on	on	ADP
ajam-184	93	25	the	the	DET
ajam-184	93	26	education	education	NOUN
ajam-184	93	27	level	level	NOUN
ajam-184	93	28	(	(	PUNCT
ajam-184	93	29	that	that	PRON
ajam-184	93	30	is	is	ADV
ajam-184	93	31	,	,	PUNCT
ajam-184	93	32	primary	primary	ADJ
ajam-184	93	33	,	,	PUNCT
ajam-184	93	34	junior	junior	ADJ
ajam-184	93	35	and	and	CCONJ
ajam-184	93	36	secondary	secondary	ADJ
ajam-184	93	37	levels	level	NOUN
ajam-184	93	38	of	of	ADP
ajam-184	93	39	education	education	NOUN
ajam-184	93	40	)	)	PUNCT
ajam-184	93	41	.	.	PUNCT
ajam-184	94	1	household	household	NOUN
ajam-184	94	2	size	size	NOUN
ajam-184	94	3	,	,	PUNCT
ajam-184	94	4	a	a	DET
ajam-184	94	5	proxy	proxy	NOUN
ajam-184	94	6	to	to	ADP
ajam-184	94	7	labour	labour	NOUN
ajam-184	94	8	availability	availability	NOUN
ajam-184	94	9	can	can	AUX
ajam-184	94	10	be	be	AUX
ajam-184	94	11	an	an	DET
ajam-184	94	12	incentive	incentive	NOUN
ajam-184	94	13	to	to	PART
ajam-184	94	14	produce	produce	VERB
ajam-184	94	15	more	more	ADJ
ajam-184	94	16	to	to	PART
ajam-184	94	17	meet	meet	VERB
ajam-184	94	18	the	the	DET
ajam-184	94	19	needs	need	NOUN
ajam-184	94	20	hence	hence	ADV
ajam-184	94	21	looks	look	VERB
ajam-184	94	22	for	for	ADP
ajam-184	94	23	high	high	ADV
ajam-184	94	24	-	-	PUNCT
ajam-184	94	25	yielding	yield	VERB
ajam-184	94	26	varieties	variety	NOUN
ajam-184	94	27	in	in	ADP
ajam-184	94	28	the	the	DET
ajam-184	94	29	striga	striga	ADJ
ajam-184	94	30	environment	environment	NOUN
ajam-184	94	31	.	.	PUNCT
ajam-184	95	1	therefore	therefore	ADV
ajam-184	95	2	a	a	DET
ajam-184	95	3	positive	positive	ADJ
ajam-184	95	4	relationship	relationship	NOUN
ajam-184	95	5	was	be	AUX
ajam-184	95	6	hypothesized	hypothesize	VERB
ajam-184	95	7	between	between	ADP
ajam-184	95	8	irm	irm	PROPN
ajam-184	95	9	package	package	NOUN
ajam-184	95	10	and	and	CCONJ
ajam-184	95	11	household	household	NOUN
ajam-184	95	12	size	size	NOUN
ajam-184	95	13	is	be	AUX
ajam-184	95	14	the	the	DET
ajam-184	95	15	major	major	ADJ
ajam-184	95	16	source	source	NOUN
ajam-184	95	17	of	of	ADP
ajam-184	95	18	labour	labour	NOUN
ajam-184	95	19	for	for	ADP
ajam-184	95	20	farm	farm	NOUN
ajam-184	95	21	activities	activity	NOUN
ajam-184	95	22	(	(	PUNCT
ajam-184	95	23	adesina	adesina	NOUN
ajam-184	95	24	et	et	PROPN
ajam-184	95	25	al	al	PROPN
ajam-184	95	26	.	.	PROPN
ajam-184	95	27	,	,	PUNCT
ajam-184	95	28	2000	2000	NUM
ajam-184	95	29	)	)	PUNCT
ajam-184	95	30	.	.	PUNCT
ajam-184	96	1	large	large	ADJ
ajam-184	96	2	households	household	NOUN
ajam-184	96	3	have	have	VERB
ajam-184	96	4	the	the	DET
ajam-184	96	5	capacity	capacity	NOUN
ajam-184	96	6	to	to	PART
ajam-184	96	7	relax	relax	VERB
ajam-184	96	8	the	the	DET
ajam-184	96	9	labour	labour	NOUN
ajam-184	96	10	constraints	constraint	NOUN
ajam-184	96	11	required	require	VERB
ajam-184	96	12	during	during	ADP
ajam-184	96	13	the	the	DET
ajam-184	96	14	introduction	introduction	NOUN
ajam-184	96	15	of	of	ADP
ajam-184	96	16	new	new	ADJ
ajam-184	96	17	technologies	technology	NOUN
ajam-184	96	18	(	(	PUNCT
ajam-184	96	19	ayuya	ayuya	NOUN
ajam-184	96	20	et	et	PROPN
ajam-184	96	21	al	al	PROPN
ajam-184	96	22	.	.	PROPN
ajam-184	96	23	,	,	PUNCT
ajam-184	96	24	2011	2011	NUM
ajam-184	96	25	)	)	PUNCT
ajam-184	96	26	.	.	PUNCT
ajam-184	97	1	it	it	PRON
ajam-184	97	2	is	be	AUX
ajam-184	97	3	expected	expect	VERB
ajam-184	97	4	that	that	SCONJ
ajam-184	97	5	a	a	DET
ajam-184	97	6	larger	large	ADJ
ajam-184	97	7	household	household	NOUN
ajam-184	97	8	size	size	NOUN
ajam-184	97	9	could	could	AUX
ajam-184	97	10	affect	affect	VERB
ajam-184	97	11	the	the	DET
ajam-184	97	12	decision	decision	NOUN
ajam-184	97	13	of	of	ADP
ajam-184	97	14	adopting	adopt	VERB
ajam-184	97	15	irm	irm	PROPN
ajam-184	97	16	.	.	PUNCT
ajam-184	98	1	farm	farm	NOUN
ajam-184	98	2	size	size	NOUN
ajam-184	98	3	is	be	AUX
ajam-184	98	4	hypothesized	hypothesize	VERB
ajam-184	98	5	in	in	ADP
ajam-184	98	6	a	a	DET
ajam-184	98	7	way	way	NOUN
ajam-184	98	8	that	that	PRON
ajam-184	98	9	those	those	DET
ajam-184	98	10	producers	producer	NOUN
ajam-184	98	11	with	with	ADP
ajam-184	98	12	more	more	ADJ
ajam-184	98	13	land	land	NOUN
ajam-184	98	14	could	could	AUX
ajam-184	98	15	be	be	AUX
ajam-184	98	16	more	more	ADV
ajam-184	98	17	likely	likely	ADJ
ajam-184	98	18	to	to	PART
ajam-184	98	19	increase	increase	VERB
ajam-184	98	20	the	the	DET
ajam-184	98	21	intensity	intensity	NOUN
ajam-184	98	22	of	of	ADP
ajam-184	98	23	adoption	adoption	NOUN
ajam-184	98	24	.	.	PUNCT
ajam-184	99	1	having	have	VERB
ajam-184	99	2	a	a	DET
ajam-184	99	3	large	large	ADJ
ajam-184	99	4	land	land	NOUN
ajam-184	99	5	contributes	contribute	VERB
ajam-184	99	6	to	to	ADP
ajam-184	99	7	perceived	perceive	VERB
ajam-184	99	8	security	security	NOUN
ajam-184	99	9	and	and	CCONJ
ajam-184	99	10	increased	increase	VERB
ajam-184	99	11	willingness	willingness	NOUN
ajam-184	99	12	to	to	PART
ajam-184	99	13	invest	invest	VERB
ajam-184	99	14	in	in	ADP
ajam-184	99	15	new	new	ADJ
ajam-184	99	16	technology	technology	NOUN
ajam-184	99	17	(	(	PUNCT
ajam-184	99	18	caveness	caveness	NOUN
ajam-184	99	19	and	and	CCONJ
ajam-184	99	20	kurtz	kurtz	PROPN
ajam-184	99	21	,	,	PUNCT
ajam-184	99	22	1993	1993	NUM
ajam-184	99	23	)	)	PUNCT
ajam-184	99	24	.	.	PUNCT
ajam-184	100	1	as	as	ADP
ajam-184	100	2	a	a	DET
ajam-184	100	3	result	result	NOUN
ajam-184	100	4	,	,	PUNCT
ajam-184	100	5	positive	positive	ADJ
ajam-184	100	6	relationship	relationship	NOUN
ajam-184	100	7	was	be	AUX
ajam-184	100	8	hypothesized	hypothesize	VERB
ajam-184	100	9	between	between	ADP
ajam-184	100	10	farm	farm	NOUN
ajam-184	100	11	size	size	NOUN
ajam-184	100	12	and	and	CCONJ
ajam-184	100	13	irm	irm	PROPN
ajam-184	100	14	adoption	adoption	NOUN
ajam-184	100	15	.	.	PUNCT
ajam-184	101	1	gap	gap	NOUN
ajam-184	101	2	between	between	ADP
ajam-184	101	3	maize	maize	NOUN
ajam-184	101	4	production	production	NOUN
ajam-184	101	5	and	and	CCONJ
ajam-184	101	6	consumption	consumption	NOUN
ajam-184	101	7	per	per	ADP
ajam-184	101	8	capita	capita	NOUN
ajam-184	101	9	is	be	AUX
ajam-184	101	10	hypothesized	hypothesize	VERB
ajam-184	101	11	to	to	PART
ajam-184	101	12	be	be	AUX
ajam-184	101	13	a	a	DET
ajam-184	101	14	stimulant	stimulant	NOUN
ajam-184	101	15	of	of	ADP
ajam-184	101	16	irm	irm	PROPN
ajam-184	101	17	adoption	adoption	NOUN
ajam-184	101	18	.	.	PUNCT
ajam-184	102	1	the	the	DET
ajam-184	102	2	difference	difference	NOUN
ajam-184	102	3	between	between	ADP
ajam-184	102	4	maize	maize	NOUN
ajam-184	102	5	production	production	NOUN
ajam-184	102	6	and	and	CCONJ
ajam-184	102	7	consumption	consumption	NOUN
ajam-184	102	8	per	per	ADP
ajam-184	102	9	capita	capita	NOUN
ajam-184	102	10	which	which	PRON
ajam-184	102	11	can	can	AUX
ajam-184	102	12	result	result	VERB
ajam-184	102	13	into	into	ADP
ajam-184	102	14	deficit	deficit	NOUN
ajam-184	102	15	can	can	AUX
ajam-184	102	16	stimulate	stimulate	VERB
ajam-184	102	17	the	the	DET
ajam-184	102	18	demand	demand	NOUN
ajam-184	102	19	for	for	ADP
ajam-184	102	20	highyielding	highyielde	VERB
ajam-184	102	21	varieties	variety	NOUN
ajam-184	102	22	.	.	PUNCT
ajam-184	103	1	belonging	belong	VERB
ajam-184	103	2	to	to	ADP
ajam-184	103	3	a	a	DET
ajam-184	103	4	rural	rural	ADJ
ajam-184	103	5	social	social	ADJ
ajam-184	103	6	group	group	NOUN
ajam-184	103	7	enhances	enhance	VERB
ajam-184	103	8	social	social	ADJ
ajam-184	103	9	capital	capital	NOUN
ajam-184	103	10	allowing	allow	VERB
ajam-184	103	11	trust	trust	NOUN
ajam-184	103	12	,	,	PUNCT
ajam-184	103	13	idea	idea	NOUN
ajam-184	103	14	and	and	CCONJ
ajam-184	103	15	information	information	NOUN
ajam-184	103	16	exchange	exchange	NOUN
ajam-184	103	17	.	.	PUNCT
ajam-184	104	1	better	well	ADJ
ajam-184	104	2	social	social	ADJ
ajam-184	104	3	relations	relation	NOUN
ajam-184	104	4	and	and	CCONJ
ajam-184	104	5	communication	communication	NOUN
ajam-184	104	6	among	among	ADP
ajam-184	104	7	farmers	farmer	NOUN
ajam-184	104	8	are	be	AUX
ajam-184	104	9	crucial	crucial	ADJ
ajam-184	104	10	for	for	ADP
ajam-184	104	11	technology	technology	NOUN
ajam-184	104	12	adoption	adoption	NOUN
ajam-184	104	13	and	and	CCONJ
ajam-184	104	14	diffusion	diffusion	NOUN
ajam-184	104	15	.	.	PUNCT
ajam-184	105	1	thus	thus	ADV
ajam-184	105	2	membership	membership	NOUN
ajam-184	105	3	to	to	ADP
ajam-184	105	4	a	a	DET
ajam-184	105	5	group	group	NOUN
ajam-184	105	6	could	could	AUX
ajam-184	105	7	increase	increase	VERB
ajam-184	105	8	the	the	DET
ajam-184	105	9	technology	technology	NOUN
ajam-184	105	10	adoption	adoption	NOUN
ajam-184	105	11	.	.	PUNCT
ajam-184	106	1	access	access	NOUN
ajam-184	106	2	to	to	ADP
ajam-184	106	3	extension	extension	NOUN
ajam-184	106	4	services	service	NOUN
ajam-184	106	5	is	be	AUX
ajam-184	106	6	hypothesized	hypothesize	VERB
ajam-184	106	7	to	to	PART
ajam-184	106	8	relate	relate	VERB
ajam-184	106	9	to	to	ADP
ajam-184	106	10	adoption	adoption	NOUN
ajam-184	106	11	by	by	ADP
ajam-184	106	12	exposing	expose	VERB
ajam-184	106	13	farmers	farmer	NOUN
ajam-184	106	14	to	to	ADP
ajam-184	106	15	new	new	ADJ
ajam-184	106	16	information	information	NOUN
ajam-184	106	17	and	and	CCONJ
ajam-184	106	18	technical	technical	ADJ
ajam-184	106	19	skills	skill	NOUN
ajam-184	106	20	about	about	ADP
ajam-184	106	21	striga	striga	ADJ
ajam-184	106	22	control	control	NOUN
ajam-184	106	23	.	.	PUNCT
ajam-184	107	1	perception	perception	NOUN
ajam-184	107	2	of	of	ADP
ajam-184	107	3	the	the	DET
ajam-184	107	4	farmer	farmer	NOUN
ajam-184	107	5	towards	towards	ADP
ajam-184	107	6	irm	irm	PROPN
ajam-184	107	7	for	for	ADP
ajam-184	107	8	striga	striga	ADJ
ajam-184	107	9	control	control	NOUN
ajam-184	107	10	is	be	AUX
ajam-184	107	11	critical	critical	ADJ
ajam-184	107	12	in	in	ADP
ajam-184	107	13	the	the	DET
ajam-184	107	14	adoption	adoption	NOUN
ajam-184	107	15	decision	decision	NOUN
ajam-184	107	16	(	(	PUNCT
ajam-184	107	17	dolisca	dolisca	NOUN
ajam-184	107	18	et	et	PROPN
ajam-184	107	19	al	al	PROPN
ajam-184	107	20	.	.	PROPN
ajam-184	107	21	,	,	PUNCT
ajam-184	107	22	2006	2006	NUM
ajam-184	107	23	)	)	PUNCT
ajam-184	107	24	in	in	ADP
ajam-184	107	25	motivating	motivate	VERB
ajam-184	107	26	farmers	farmer	NOUN
ajam-184	107	27	.	.	PUNCT
ajam-184	108	1	farmers	farmer	NOUN
ajam-184	108	2	who	who	PRON
ajam-184	108	3	perceived	perceive	VERB
ajam-184	108	4	irm	irm	PROPN
ajam-184	108	5	as	as	ADP
ajam-184	108	6	being	be	AUX
ajam-184	108	7	consistent	consistent	ADJ
ajam-184	108	8	with	with	ADP
ajam-184	108	9	their	their	PRON
ajam-184	108	10	needs	need	NOUN
ajam-184	108	11	and	and	CCONJ
ajam-184	108	12	compatible	compatible	ADJ
ajam-184	108	13	to	to	ADP
ajam-184	108	14	their	their	PRON
ajam-184	108	15	environment	environment	NOUN
ajam-184	108	16	were	be	AUX
ajam-184	108	17	expected	expect	VERB
ajam-184	108	18	to	to	PART
ajam-184	108	19	adopt	adopt	VERB
ajam-184	108	20	it	it	PRON
ajam-184	108	21	since	since	SCONJ
ajam-184	108	22	they	they	PRON
ajam-184	108	23	find	find	VERB
ajam-184	108	24	it	it	PRON
ajam-184	108	25	as	as	ADP
ajam-184	108	26	a	a	DET
ajam-184	108	27	positive	positive	ADJ
ajam-184	108	28	investment	investment	NOUN
ajam-184	108	29	.	.	PUNCT
ajam-184	109	1	perception	perception	NOUN
ajam-184	109	2	towards	towards	ADP
ajam-184	109	3	irm	irm	PROPN
ajam-184	109	4	is	be	AUX
ajam-184	109	5	hypothesized	hypothesize	VERB
ajam-184	109	6	to	to	PART
ajam-184	109	7	be	be	AUX
ajam-184	109	8	positively	positively	ADV
ajam-184	109	9	related	relate	VERB
ajam-184	109	10	to	to	ADP
ajam-184	109	11	the	the	DET
ajam-184	109	12	adoption	adoption	NOUN
ajam-184	109	13	decision	decision	NOUN
ajam-184	109	14	.	.	PUNCT
ajam-184	110	1	econometric	econometric	ADJ
ajam-184	110	2	specification	specification	NOUN
ajam-184	110	3	:	:	PUNCT
ajam-184	110	4	the	the	DET
ajam-184	110	5	double	double	ADJ
ajam-184	110	6	-	-	PUNCT
ajam-184	110	7	hurdle	hurdle	NOUN
ajam-184	110	8	model	model	NOUN
ajam-184	110	9	while	while	SCONJ
ajam-184	110	10	other	other	ADJ
ajam-184	110	11	studies	study	NOUN
ajam-184	110	12	have	have	AUX
ajam-184	110	13	approached	approach	VERB
ajam-184	110	14	a	a	DET
ajam-184	110	15	similar	similar	ADJ
ajam-184	110	16	problem	problem	NOUN
ajam-184	110	17	using	use	VERB
ajam-184	110	18	the	the	DET
ajam-184	110	19	logistic	logistic	ADJ
ajam-184	110	20	analysis	analysis	NOUN
ajam-184	110	21	(	(	PUNCT
ajam-184	110	22	kavia	kavia	PROPN
ajam-184	110	23	et	et	PROPN
ajam-184	110	24	al	al	PROPN
ajam-184	110	25	.	.	PROPN
ajam-184	110	26	,	,	PUNCT
ajam-184	110	27	2007	2007	NUM
ajam-184	110	28	)	)	PUNCT
ajam-184	110	29	,	,	PUNCT
ajam-184	110	30	heckman	heckman	PROPN
ajam-184	110	31	procedure	procedure	NOUN
ajam-184	110	32	(	(	PUNCT
ajam-184	110	33	nkonya	nkonya	PROPN
ajam-184	110	34	et	et	PROPN
ajam-184	110	35	al	al	PROPN
ajam-184	110	36	.	.	PROPN
ajam-184	110	37	,	,	PUNCT
ajam-184	110	38	1998	1998	NUM
ajam-184	110	39	;	;	PUNCT
ajam-184	110	40	adeoti	adeoti	PROPN
ajam-184	110	41	,	,	PUNCT
ajam-184	110	42	2009	2009	NUM
ajam-184	110	43	)	)	PUNCT
ajam-184	110	44	;	;	PUNCT
ajam-184	110	45	this	this	DET
ajam-184	110	46	paper	paper	NOUN
ajam-184	110	47	compares	compare	VERB
ajam-184	110	48	the	the	DET
ajam-184	110	49	results	result	NOUN
ajam-184	110	50	from	from	ADP
ajam-184	110	51	a	a	DET
ajam-184	110	52	joint	joint	ADJ
ajam-184	110	53	tobit	tobit	NOUN
ajam-184	110	54	and	and	CCONJ
ajam-184	110	55	a	a	DET
ajam-184	110	56	double	double	ADJ
ajam-184	110	57	-	-	PUNCT
ajam-184	110	58	hurdle	hurdle	NOUN
ajam-184	110	59	(	(	PUNCT
ajam-184	110	60	dh	dh	NOUN
ajam-184	110	61	)	)	PUNCT
ajam-184	110	62	models	model	NOUN
ajam-184	110	63	because	because	SCONJ
ajam-184	110	64	we	we	PRON
ajam-184	110	65	believe	believe	VERB
ajam-184	110	66	that	that	SCONJ
ajam-184	110	67	factors	factor	NOUN
ajam-184	110	68	that	that	PRON
ajam-184	110	69	affect	affect	VERB
ajam-184	110	70	farmers	farmer	NOUN
ajam-184	110	71	’	’	PART
ajam-184	110	72	choice	choice	NOUN
ajam-184	110	73	of	of	ADP
ajam-184	110	74	an	an	DET
ajam-184	110	75	option	option	NOUN
ajam-184	110	76	should	should	AUX
ajam-184	110	77	not	not	PART
ajam-184	110	78	necessarily	necessarily	ADV
ajam-184	110	79	be	be	AUX
ajam-184	110	80	the	the	DET
ajam-184	110	81	same	same	ADJ
ajam-184	110	82	as	as	ADP
ajam-184	110	83	those	those	PRON
ajam-184	110	84	that	that	PRON
ajam-184	110	85	affect	affect	VERB
ajam-184	110	86	the	the	DET
ajam-184	110	87	intensity	intensity	NOUN
ajam-184	110	88	of	of	ADP
ajam-184	110	89	use	use	NOUN
ajam-184	110	90	.	.	PUNCT
ajam-184	111	1	this	this	PRON
ajam-184	111	2	is	be	AUX
ajam-184	111	3	because	because	SCONJ
ajam-184	111	4	the	the	DET
ajam-184	111	5	decision	decision	NOUN
ajam-184	111	6	to	to	PART
ajam-184	111	7	choose	choose	VERB
ajam-184	111	8	a	a	DET
ajam-184	111	9	particular	particular	ADJ
ajam-184	111	10	maize	maize	NOUN
ajam-184	111	11	option	option	NOUN
ajam-184	111	12	is	be	AUX
ajam-184	111	13	obviously	obviously	ADV
ajam-184	111	14	associated	associate	VERB
ajam-184	111	15	with	with	ADP
ajam-184	111	16	some	some	DET
ajam-184	111	17	threshold	threshold	NOUN
ajam-184	111	18	effects	effect	NOUN
ajam-184	111	19	.	.	PUNCT
ajam-184	112	1	in	in	ADP
ajam-184	112	2	terms	term	NOUN
ajam-184	112	3	of	of	ADP
ajam-184	112	4	policy	policy	NOUN
ajam-184	112	5	relevance	relevance	NOUN
ajam-184	112	6	,	,	PUNCT
ajam-184	112	7	our	our	PRON
ajam-184	112	8	analysis	analysis	NOUN
ajam-184	112	9	clearly	clearly	ADV
ajam-184	112	10	shows	show	VERB
ajam-184	112	11	that	that	SCONJ
ajam-184	112	12	adoption	adoption	NOUN
ajam-184	112	13	and	and	CCONJ
ajam-184	112	14	intensity	intensity	NOUN
ajam-184	112	15	may	may	AUX
ajam-184	112	16	be	be	AUX
ajam-184	112	17	different	different	ADJ
ajam-184	112	18	decisions	decision	NOUN
ajam-184	112	19	and	and	CCONJ
ajam-184	112	20	that	that	DET
ajam-184	112	21	estimation	estimation	NOUN
ajam-184	112	22	of	of	ADP
ajam-184	112	23	intensity	intensity	NOUN
ajam-184	112	24	on	on	ADP
ajam-184	112	25	the	the	DET
ajam-184	112	26	basis	basis	NOUN
ajam-184	112	27	of	of	ADP
ajam-184	112	28	factors	factor	NOUN
ajam-184	112	29	affecting	affect	VERB
ajam-184	112	30	adoption	adoption	NOUN
ajam-184	112	31	,	,	PUNCT
ajam-184	112	32	as	as	SCONJ
ajam-184	112	33	implied	imply	VERB
ajam-184	112	34	by	by	ADP
ajam-184	112	35	other	other	ADJ
ajam-184	112	36	approaches	approach	NOUN
ajam-184	112	37	,	,	PUNCT
ajam-184	112	38	may	may	AUX
ajam-184	112	39	be	be	AUX
ajam-184	112	40	liable	liable	ADJ
ajam-184	112	41	to	to	ADP
ajam-184	112	42	error	error	NOUN
ajam-184	112	43	.	.	PUNCT
ajam-184	113	1	the	the	DET
ajam-184	113	2	dh	dh	PROPN
ajam-184	113	3	model	model	NOUN
ajam-184	113	4	,	,	PUNCT
ajam-184	113	5	originally	originally	ADV
ajam-184	113	6	proposed	propose	VERB
ajam-184	113	7	by	by	ADP
ajam-184	113	8	cragg	cragg	PROPN
ajam-184	113	9	(	(	PUNCT
ajam-184	113	10	1971	1971	NUM
ajam-184	113	11	)	)	PUNCT
ajam-184	113	12	has	have	AUX
ajam-184	113	13	been	be	AUX
ajam-184	113	14	extensively	extensively	ADV
ajam-184	113	15	applied	apply	VERB
ajam-184	113	16	in	in	ADP
ajam-184	113	17	several	several	ADJ
ajam-184	113	18	studies	study	NOUN
ajam-184	113	19	(	(	PUNCT
ajam-184	113	20	martínez	martínez	NOUN
ajam-184	113	21	-	-	PUNCT
ajam-184	113	22	espiñeira	espiñeira	PROPN
ajam-184	113	23	,	,	PUNCT
ajam-184	113	24	2006	2006	NUM
ajam-184	113	25	;	;	PUNCT
ajam-184	113	26	moffatt	moffatt	PROPN
ajam-184	113	27	,	,	PUNCT
ajam-184	113	28	2003	2003	NUM
ajam-184	113	29	;	;	PUNCT
ajam-184	113	30	newman	newman	PROPN
ajam-184	113	31	et	et	PROPN
ajam-184	113	32	al	al	PROPN
ajam-184	113	33	.	.	PROPN
ajam-184	113	34	,	,	PUNCT
ajam-184	113	35	2001	2001	NUM
ajam-184	113	36	;	;	PUNCT
ajam-184	113	37	burton	burton	PROPN
ajam-184	113	38	et	et	PROPN
ajam-184	113	39	al	al	PROPN
ajam-184	113	40	.	.	PROPN
ajam-184	113	41	,	,	PUNCT
ajam-184	113	42	1996	1996	NUM
ajam-184	113	43	)	)	PUNCT
ajam-184	113	44	.	.	PUNCT
ajam-184	114	1	however	however	ADV
ajam-184	114	2	,	,	PUNCT
ajam-184	114	3	it	it	PRON
ajam-184	114	4	has	have	AUX
ajam-184	114	5	not	not	PART
ajam-184	114	6	been	be	AUX
ajam-184	114	7	much	much	ADV
ajam-184	114	8	used	use	VERB
ajam-184	114	9	in	in	ADP
ajam-184	114	10	the	the	DET
ajam-184	114	11	area	area	NOUN
ajam-184	114	12	of	of	ADP
ajam-184	114	13	adoption	adoption	NOUN
ajam-184	114	14	of	of	ADP
ajam-184	114	15	agricultural	agricultural	ADJ
ajam-184	114	16	technologies	technology	NOUN
ajam-184	114	17	;	;	PUNCT
ajam-184	114	18	an	an	DET
ajam-184	114	19	exception	exception	NOUN
ajam-184	114	20	would	would	AUX
ajam-184	114	21	be	be	AUX
ajam-184	114	22	berhanu	berhanu	NOUN
ajam-184	114	23	and	and	CCONJ
ajam-184	114	24	swinton	swinton	PROPN
ajam-184	114	25	(	(	PUNCT
ajam-184	114	26	2003	2003	NUM
ajam-184	114	27	)	)	PUNCT
ajam-184	114	28	.	.	PUNCT
ajam-184	115	1	double	double	ADJ
ajam-184	115	2	-	-	PUNCT
ajam-184	115	3	hurdle	hurdle	NOUN
ajam-184	115	4	model	model	NOUN
ajam-184	115	5	was	be	AUX
ajam-184	115	6	used	use	VERB
ajam-184	115	7	in	in	ADP
ajam-184	115	8	this	this	DET
ajam-184	115	9	case	case	NOUN
ajam-184	115	10	to	to	PART
ajam-184	115	11	determine	determine	VERB
ajam-184	115	12	the	the	DET
ajam-184	115	13	factors	factor	NOUN
ajam-184	115	14	that	that	PRON
ajam-184	115	15	influence	influence	VERB
ajam-184	115	16	the	the	DET
ajam-184	115	17	decision	decision	NOUN
ajam-184	115	18	to	to	PART
ajam-184	115	19	adopt	adopt	VERB
ajam-184	115	20	and	and	CCONJ
ajam-184	115	21	the	the	DET
ajam-184	115	22	extent	extent	NOUN
ajam-184	115	23	of	of	ADP
ajam-184	115	24	adoption	adoption	NOUN
ajam-184	115	25	of	of	ADP
ajam-184	115	26	irm	irm	PROPN
ajam-184	115	27	in	in	ADP
ajam-184	115	28	order	order	NOUN
ajam-184	115	29	to	to	PART
ajam-184	115	30	identify	identify	VERB
ajam-184	115	31	areas	area	NOUN
ajam-184	115	32	of	of	ADP
ajam-184	115	33	intervention	intervention	NOUN
ajam-184	115	34	.	.	PUNCT
ajam-184	116	1	the	the	DET
ajam-184	116	2	underlying	underlying	ADJ
ajam-184	116	3	assumption	assumption	NOUN
ajam-184	116	4	in	in	ADP
ajam-184	116	5	the	the	DET
ajam-184	116	6	dh	dh	NOUN
ajam-184	116	7	approach	approach	NOUN
ajam-184	116	8	is	be	AUX
ajam-184	116	9	that	that	SCONJ
ajam-184	116	10	farmers	farmer	NOUN
ajam-184	116	11	make	make	VERB
ajam-184	116	12	two	two	NUM
ajam-184	116	13	decisions	decision	NOUN
ajam-184	116	14	with	with	ADP
ajam-184	116	15	regard	regard	NOUN
ajam-184	116	16	to	to	ADP
ajam-184	116	17	their	their	PRON
ajam-184	116	18	decision	decision	NOUN
ajam-184	116	19	to	to	PART
ajam-184	116	20	grow	grow	VERB
ajam-184	116	21	irm	irm	PROPN
ajam-184	116	22	.	.	PUNCT
ajam-184	117	1	the	the	DET
ajam-184	117	2	first	first	ADJ
ajam-184	117	3	decision	decision	NOUN
ajam-184	117	4	is	be	AUX
ajam-184	117	5	whether	whether	SCONJ
ajam-184	117	6	they	they	PRON
ajam-184	117	7	will	will	AUX
ajam-184	117	8	grow	grow	VERB
ajam-184	117	9	irm	irm	PROPN
ajam-184	117	10	.	.	PUNCT
ajam-184	118	1	the	the	DET
ajam-184	118	2	second	second	ADJ
ajam-184	118	3	decision	decision	NOUN
ajam-184	118	4	is	be	AUX
ajam-184	118	5	about	about	ADP
ajam-184	118	6	the	the	DET
ajam-184	118	7	amount	amount	NOUN
ajam-184	118	8	of	of	ADP
ajam-184	118	9	land	land	NOUN
ajam-184	118	10	that	that	PRON
ajam-184	118	11	they	they	PRON
ajam-184	118	12	will	will	AUX
ajam-184	118	13	allocate	allocate	VERB
ajam-184	118	14	,	,	PUNCT
ajam-184	118	15	conditional	conditional	ADJ
ajam-184	118	16	on	on	ADP
ajam-184	118	17	the	the	DET
ajam-184	118	18	first	first	ADJ
ajam-184	118	19	decision	decision	NOUN
ajam-184	118	20	.	.	PUNCT
ajam-184	119	1	the	the	DET
ajam-184	119	2	two	two	NUM
ajam-184	119	3	decisions	decision	NOUN
ajam-184	119	4	are	be	AUX
ajam-184	119	5	,	,	PUNCT
ajam-184	119	6	therefore	therefore	ADV
ajam-184	119	7	,	,	PUNCT
ajam-184	119	8	whether	whether	SCONJ
ajam-184	119	9	to	to	PART
ajam-184	119	10	grow	grow	VERB
ajam-184	119	11	irm	irm	PROPN
ajam-184	119	12	and	and	CCONJ
ajam-184	119	13	how	how	SCONJ
ajam-184	119	14	much	much	ADJ
ajam-184	119	15	to	to	PART
ajam-184	119	16	grow	grow	VERB
ajam-184	119	17	.	.	PUNCT
ajam-184	120	1	the	the	DET
ajam-184	120	2	importance	importance	NOUN
ajam-184	120	3	of	of	ADP
ajam-184	120	4	treating	treat	VERB
ajam-184	120	5	the	the	DET
ajam-184	120	6	two	two	NUM
ajam-184	120	7	decisions	decision	NOUN
ajam-184	120	8	independently	independently	ADV
ajam-184	120	9	lies	lie	VERB
ajam-184	120	10	in	in	ADP
ajam-184	120	11	the	the	DET
ajam-184	120	12	fact	fact	NOUN
ajam-184	120	13	that	that	SCONJ
ajam-184	120	14	factors	factor	NOUN
ajam-184	120	15	that	that	PRON
ajam-184	120	16	affect	affect	VERB
ajam-184	120	17	one	one	NUM
ajam-184	120	18	’s	’s	PART
ajam-184	120	19	decision	decision	NOUN
ajam-184	120	20	to	to	PART
ajam-184	120	21	adopt	adopt	VERB
ajam-184	120	22	may	may	AUX
ajam-184	120	23	be	be	AUX
ajam-184	120	24	different	different	ADJ
ajam-184	120	25	from	from	ADP
ajam-184	120	26	those	those	PRON
ajam-184	120	27	that	that	PRON
ajam-184	120	28	affect	affect	VERB
ajam-184	120	29	the	the	DET
ajam-184	120	30	decision	decision	NOUN
ajam-184	120	31	on	on	ADP
ajam-184	120	32	how	how	SCONJ
ajam-184	120	33	much	much	ADJ
ajam-184	120	34	to	to	PART
ajam-184	120	35	adopt	adopt	VERB
ajam-184	120	36	.	.	PUNCT
ajam-184	121	1	this	this	PRON
ajam-184	121	2	implies	imply	VERB
ajam-184	121	3	that	that	SCONJ
ajam-184	121	4	households	household	NOUN
ajam-184	121	5	must	must	AUX
ajam-184	121	6	cross	cross	VERB
ajam-184	121	7	two	two	NUM
ajam-184	121	8	hurdles	hurdle	NOUN
ajam-184	121	9	in	in	ADP
ajam-184	121	10	order	order	NOUN
ajam-184	121	11	to	to	PART
ajam-184	121	12	adopt	adopt	VERB
ajam-184	121	13	.	.	PUNCT
ajam-184	122	1	the	the	DET
ajam-184	122	2	first	first	ADJ
ajam-184	122	3	hurdle	hurdle	NOUN
ajam-184	122	4	needs	need	VERB
ajam-184	122	5	to	to	PART
ajam-184	122	6	be	be	AUX
ajam-184	122	7	crossed	cross	VERB
ajam-184	122	8	in	in	ADP
ajam-184	122	9	order	order	NOUN
ajam-184	122	10	to	to	PART
ajam-184	122	11	be	be	AUX
ajam-184	122	12	a	a	DET
ajam-184	122	13	potential	potential	ADJ
ajam-184	122	14	adopter	adopter	NOUN
ajam-184	122	15	.	.	PUNCT
ajam-184	123	1	given	give	VERB
ajam-184	123	2	that	that	SCONJ
ajam-184	123	3	the	the	DET
ajam-184	123	4	households	household	NOUN
ajam-184	123	5	is	be	AUX
ajam-184	123	6	a	a	DET
ajam-184	123	7	potential	potential	ADJ
ajam-184	123	8	adopter	adopter	NOUN
ajam-184	123	9	,	,	PUNCT
ajam-184	123	10	their	their	PRON
ajam-184	123	11	current	current	ADJ
ajam-184	123	12	circumstances	circumstance	NOUN
ajam-184	123	13	then	then	ADV
ajam-184	123	14	dictate	dictate	VERB
ajam-184	123	15	whether	whether	SCONJ
ajam-184	123	16	or	or	CCONJ
ajam-184	123	17	not	not	PART
ajam-184	123	18	they	they	PRON
ajam-184	123	19	do	do	AUX
ajam-184	123	20	in	in	ADP
ajam-184	123	21	fact	fact	NOUN
ajam-184	123	22	adopt	adopt	VERB
ajam-184	123	23	:	:	PUNCT
ajam-184	123	24	this	this	PRON
ajam-184	123	25	is	be	AUX
ajam-184	123	26	the	the	DET
ajam-184	123	27	second	second	ADJ
ajam-184	123	28	hurdle	hurdle	NOUN
ajam-184	123	29	(	(	PUNCT
ajam-184	123	30	moffatt	moffatt	PROPN
ajam-184	123	31	,	,	PUNCT
ajam-184	123	32	2003	2003	NUM
ajam-184	123	33	)	)	PUNCT
ajam-184	123	34	.	.	PUNCT
ajam-184	124	1	the	the	DET
ajam-184	124	2	dh	dh	PROPN
ajam-184	124	3	model	model	NOUN
ajam-184	124	4	allows	allow	VERB
ajam-184	124	5	for	for	ADP
ajam-184	124	6	the	the	DET
ajam-184	124	7	possibility	possibility	NOUN
ajam-184	124	8	that	that	SCONJ
ajam-184	124	9	these	these	DET
ajam-184	124	10	two	two	NUM
ajam-184	124	11	decisions	decision	NOUN
ajam-184	124	12	are	be	AUX
ajam-184	124	13	affected	affect	VERB
ajam-184	124	14	by	by	ADP
ajam-184	124	15	a	a	DET
ajam-184	124	16	different	different	ADJ
ajam-184	124	17	set	set	NOUN
ajam-184	124	18	of	of	ADP
ajam-184	124	19	variables	variable	NOUN
ajam-184	124	20	.	.	PUNCT
ajam-184	125	1	the	the	DET
ajam-184	125	2	advantage	advantage	NOUN
ajam-184	125	3	with	with	ADP
ajam-184	125	4	this	this	DET
ajam-184	125	5	approach	approach	NOUN
ajam-184	125	6	is	be	AUX
ajam-184	125	7	that	that	SCONJ
ajam-184	125	8	it	it	PRON
ajam-184	125	9	allows	allow	VERB
ajam-184	125	10	us	we	PRON
ajam-184	125	11	to	to	PART
ajam-184	125	12	understand	understand	VERB
ajam-184	125	13	characteristics	characteristic	NOUN
ajam-184	125	14	of	of	ADP
ajam-184	125	15	a	a	DET
ajam-184	125	16	class	class	NOUN
ajam-184	125	17	of	of	ADP
ajam-184	125	18	households	household	NOUN
ajam-184	125	19	that	that	PRON
ajam-184	125	20	would	would	AUX
ajam-184	125	21	never	never	ADV
ajam-184	125	22	adopt	adopt	VERB
ajam-184	125	23	irm	irm	PROPN
ajam-184	125	24	.	.	PUNCT
ajam-184	126	1	thus	thus	ADV
ajam-184	126	2	the	the	DET
ajam-184	126	3	probability	probability	NOUN
ajam-184	126	4	of	of	ADP
ajam-184	126	5	a	a	DET
ajam-184	126	6	household	household	NOUN
ajam-184	126	7	to	to	PART
ajam-184	126	8	belong	belong	VERB
ajam-184	126	9	to	to	ADP
ajam-184	126	10	a	a	DET
ajam-184	126	11	particular	particular	ADJ
ajam-184	126	12	class	class	NOUN
ajam-184	126	13	depends	depend	VERB
ajam-184	126	14	on	on	ADP
ajam-184	126	15	a	a	DET
ajam-184	126	16	set	set	NOUN
ajam-184	126	17	of	of	ADP
ajam-184	126	18	household	household	NOUN
ajam-184	126	19	characteristics	characteristic	NOUN
ajam-184	126	20	.	.	PUNCT
ajam-184	127	1	the	the	DET
ajam-184	127	2	dh	dh	PROPN
ajam-184	127	3	model	model	NOUN
ajam-184	127	4	is	be	AUX
ajam-184	127	5	a	a	DET
ajam-184	127	6	parametric	parametric	ADJ
ajam-184	127	7	generalization	generalization	NOUN
ajam-184	127	8	of	of	ADP
ajam-184	127	9	the	the	DET
ajam-184	127	10	tobit	tobit	NOUN
ajam-184	127	11	model	model	NOUN
ajam-184	127	12	,	,	PUNCT
ajam-184	127	13	in	in	ADP
ajam-184	127	14	which	which	PRON
ajam-184	127	15	two	two	NUM
ajam-184	127	16	separate	separate	ADJ
ajam-184	127	17	stochastic	stochastic	NOUN
ajam-184	127	18	processes	process	NOUN
ajam-184	127	19	determine	determine	VERB
ajam-184	127	20	the	the	DET
ajam-184	127	21	decision	decision	NOUN
ajam-184	127	22	to	to	PART
ajam-184	127	23	adopt	adopt	VERB
ajam-184	127	24	and	and	CCONJ
ajam-184	127	25	the	the	DET
ajam-184	127	26	level	level	NOUN
ajam-184	127	27	of	of	ADP
ajam-184	127	28	adoption	adoption	NOUN
ajam-184	127	29	of	of	ADP
ajam-184	127	30	technology	technology	NOUN
ajam-184	127	31	.	.	PUNCT
ajam-184	128	1	the	the	DET
ajam-184	128	2	first	first	ADJ
ajam-184	128	3	equation	equation	NOUN
ajam-184	128	4	in	in	ADP
ajam-184	128	5	the	the	DET
ajam-184	128	6	dh	dh	NOUN
ajam-184	128	7	model	model	NOUN
ajam-184	128	8	relates	relate	VERB
ajam-184	128	9	to	to	ADP
ajam-184	128	10	the	the	DET
ajam-184	128	11	decision	decision	NOUN
ajam-184	128	12	to	to	PART
ajam-184	128	13	adopt	adopt	VERB
ajam-184	128	14	(	(	PUNCT
ajam-184	128	15	y	y	NOUN
ajam-184	128	16	)	)	PUNCT
ajam-184	128	17	can	can	AUX
ajam-184	128	18	be	be	AUX
ajam-184	128	19	expressed	express	VERB
ajam-184	128	20	as	as	SCONJ
ajam-184	128	21	follows	follow	VERB
ajam-184	128	22	:	:	PUNCT
ajam-184	129	1	yi	yi	NOUN
ajam-184	129	2	=	=	PUNCT
ajam-184	129	3	1	1	NUM
ajam-184	129	4	if	if	SCONJ
ajam-184	129	5	yi	yi	PROPN
ajam-184	129	6	*	*	PUNCT
ajam-184	129	7	>	>	PUNCT
ajam-184	129	8	0	0	PUNCT
ajam-184	130	1	and	and	CCONJ
ajam-184	130	2	0	0	NUM
ajam-184	130	3	if	if	SCONJ
ajam-184	130	4	yi	yi	X
ajam-184	130	5	*	*	PUNCT
ajam-184	130	6	≤	≤	NUM
ajam-184	130	7	0	0	NUM
ajam-184	131	1	(	(	PUNCT
ajam-184	131	2	1	1	X
ajam-184	131	3	)	)	PUNCT
ajam-184	131	4	yi	yi	NOUN
ajam-184	131	5	*	*	PUNCT
ajam-184	132	1	=	=	PUNCT
ajam-184	132	2	xi	xi	ADP
ajam-184	132	3	'	'	PUNCT
ajam-184	132	4	α	α	PROPN
ajam-184	132	5			PROPN
ajam-184	132	6	ε	ε	PROPN
ajam-184	132	7	i	i	PRON
ajam-184	132	8	where	where	SCONJ
ajam-184	132	9	:	:	PUNCT
ajam-184	132	10	y	y	PROPN
ajam-184	132	11	*	*	PUNCT
ajam-184	132	12	is	be	AUX
ajam-184	132	13	latent	latent	ADJ
ajam-184	132	14	adoption	adoption	NOUN
ajam-184	132	15	variable	variable	NOUN
ajam-184	132	16	that	that	PRON
ajam-184	132	17	takes	take	VERB
ajam-184	132	18	the	the	DET
ajam-184	132	19	value	value	NOUN
ajam-184	132	20	of	of	ADP
ajam-184	132	21	1	1	NUM
ajam-184	132	22	if	if	SCONJ
ajam-184	132	23	a	a	DET
ajam-184	132	24	household	household	NOUN
ajam-184	132	25	grew	grow	VERB
ajam-184	132	26	irm	irm	NOUN
ajam-184	132	27	and	and	CCONJ
ajam-184	132	28	0	0	NUM
ajam-184	132	29	otherwise	otherwise	ADV
ajam-184	132	30	,	,	PUNCT
ajam-184	132	31	x	x	PUNCT
ajam-184	132	32	is	be	AUX
ajam-184	132	33	a	a	DET
ajam-184	132	34	vector	vector	NOUN
ajam-184	132	35	of	of	ADP
ajam-184	132	36	household	household	NOUN
ajam-184	132	37	characteristics	characteristic	NOUN
ajam-184	132	38	and	and	CCONJ
ajam-184	132	39	α	α	NOUN
ajam-184	132	40	is	be	AUX
ajam-184	132	41	a	a	DET
ajam-184	132	42	vector	vector	NOUN
ajam-184	132	43	of	of	ADP
ajam-184	132	44	parameters	parameter	NOUN
ajam-184	132	45	.	.	PUNCT
ajam-184	133	1	the	the	DET
ajam-184	133	2	second	second	ADJ
ajam-184	133	3	hurdle	hurdle	NOUN
ajam-184	133	4	,	,	PUNCT
ajam-184	133	5	which	which	PRON
ajam-184	133	6	closely	closely	ADV
ajam-184	133	7	resembles	resemble	VERB
ajam-184	133	8	the	the	DET
ajam-184	133	9	tobit	tobit	NOUN
ajam-184	133	10	model	model	NOUN
ajam-184	133	11	,	,	PUNCT
ajam-184	133	12	is	be	AUX
ajam-184	133	13	expressed	express	VERB
ajam-184	133	14	as	as	ADP
ajam-184	133	15	:	:	PUNCT
ajam-184	133	16	ti	ti	X
ajam-184	133	17	=	=	SYM
ajam-184	133	18	ti	ti	PROPN
ajam-184	133	19	*	*	PUNCT
ajam-184	133	20	>	>	X
ajam-184	133	21	0	0	PUNCT
ajam-184	133	22	and	and	CCONJ
ajam-184	133	23	yi	yi	PROPN
ajam-184	134	1	*	*	PUNCT
ajam-184	134	2	>	>	PUNCT
ajam-184	134	3	0	0	NUM
ajam-184	134	4	ti	ti	X
ajam-184	134	5	=	=	SYM
ajam-184	134	6	0	0	NUM
ajam-184	135	1	otherwise	otherwise	ADV
ajam-184	135	2	t	t	PROPN
ajam-184	135	3	*	*	PUNCT
ajam-184	136	1	=	=	PUNCT
ajam-184	136	2	z	z	X
ajam-184	136	3	'	'	PUNCT
ajam-184	136	4	β	β	X
ajam-184	136	5			X
ajam-184	136	6	u	u	X
ajam-184	136	7	i	i	PROPN
ajam-184	136	8	(	(	PUNCT
ajam-184	136	9	2	2	X
ajam-184	136	10	)	)	PUNCT
ajam-184	136	11	i	i	PRON
ajam-184	136	12	i	i	PRON
ajam-184	136	13	where	where	SCONJ
ajam-184	136	14	:	:	PUNCT
ajam-184	136	15	ti	ti	PROPN
ajam-184	136	16	is	be	AUX
ajam-184	136	17	the	the	DET
ajam-184	136	18	observed	observed	ADJ
ajam-184	136	19	response	response	NOUN
ajam-184	136	20	on	on	ADP
ajam-184	136	21	how	how	SCONJ
ajam-184	136	22	much	much	ADJ
ajam-184	136	23	land	land	NOUN
ajam-184	136	24	one	one	NOUN
ajam-184	136	25	allocated	allocate	VERB
ajam-184	136	26	to	to	ADP
ajam-184	136	27	irm	irm	PROPN
ajam-184	136	28	,	,	PUNCT
ajam-184	136	29	z	z	PROPN
ajam-184	136	30	is	be	AUX
ajam-184	136	31	a	a	DET
ajam-184	136	32	vector	vector	NOUN
ajam-184	136	33	of	of	ADP
ajam-184	136	34	the	the	DET
ajam-184	136	35	household	household	NOUN
ajam-184	136	36	characteristics	characteristic	NOUN
ajam-184	136	37	and	and	CCONJ
ajam-184	136	38	β	β	X
ajam-184	136	39	is	be	AUX
ajam-184	136	40	a	a	DET
ajam-184	136	41	vector	vector	NOUN
ajam-184	136	42	of	of	ADP
ajam-184	136	43	parameters	parameter	NOUN
ajam-184	136	44	.	.	PUNCT
ajam-184	137	1	the	the	DET
ajam-184	137	2	decision	decision	NOUN
ajam-184	137	3	of	of	ADP
ajam-184	137	4	whether	whether	SCONJ
ajam-184	137	5	or	or	CCONJ
ajam-184	137	6	not	not	PART
ajam-184	137	7	to	to	PART
ajam-184	137	8	adopt	adopt	VERB
ajam-184	137	9	irm	irm	PROPN
ajam-184	137	10	and	and	CCONJ
ajam-184	137	11	about	about	ADP
ajam-184	137	12	how	how	SCONJ
ajam-184	137	13	much	much	ADJ
ajam-184	137	14	land	land	NOUN
ajam-184	137	15	to	to	PART
ajam-184	137	16	allocate	allocate	VERB
ajam-184	137	17	to	to	ADP
ajam-184	137	18	irm	irm	PROPN
ajam-184	137	19	can	can	AUX
ajam-184	137	20	be	be	AUX
ajam-184	137	21	jointly	jointly	ADV
ajam-184	137	22	modelled	model	VERB
ajam-184	137	23	,	,	PUNCT
ajam-184	137	24	if	if	SCONJ
ajam-184	137	25	they	they	PRON
ajam-184	137	26	are	be	AUX
ajam-184	137	27	made	make	VERB
ajam-184	137	28	simultaneously	simultaneously	ADV
ajam-184	137	29	by	by	ADP
ajam-184	137	30	the	the	DET
ajam-184	137	31	household	household	NOUN
ajam-184	137	32	;	;	PUNCT
ajam-184	137	33	independently	independently	ADV
ajam-184	137	34	,	,	PUNCT
ajam-184	137	35	if	if	SCONJ
ajam-184	137	36	they	they	PRON
ajam-184	137	37	are	be	AUX
ajam-184	137	38	made	make	VERB
ajam-184	137	39	separately	separately	ADV
ajam-184	137	40	;	;	PUNCT
ajam-184	137	41	or	or	CCONJ
ajam-184	137	42	sequentially	sequentially	ADV
ajam-184	137	43	,	,	PUNCT
ajam-184	137	44	if	if	SCONJ
ajam-184	137	45	one	one	PRON
ajam-184	137	46	is	be	AUX
ajam-184	137	47	made	make	VERB
ajam-184	137	48	first	first	ADV
ajam-184	137	49	and	and	CCONJ
ajam-184	137	50	affects	affect	VERB
ajam-184	137	51	the	the	DET
ajam-184	137	52	other	other	ADJ
ajam-184	137	53	one	one	NOUN
ajam-184	137	54	as	as	ADP
ajam-184	137	55	in	in	ADP
ajam-184	137	56	the	the	DET
ajam-184	137	57	dominance	dominance	NOUN
ajam-184	137	58	model	model	NOUN
ajam-184	137	59	(	(	PUNCT
ajam-184	137	60	martínez	martínez	PROPN
ajam-184	137	61	-	-	PUNCT
ajam-184	137	62	espiñeira	espiñeira	PROPN
ajam-184	137	63	,	,	PUNCT
ajam-184	137	64	2006	2006	NUM
ajam-184	137	65	)	)	PUNCT
ajam-184	137	66	.	.	PUNCT
ajam-184	138	1	if	if	SCONJ
ajam-184	138	2	the	the	DET
ajam-184	138	3	independence	independence	NOUN
ajam-184	138	4	model	model	NOUN
ajam-184	138	5	applies	apply	VERB
ajam-184	138	6	,	,	PUNCT
ajam-184	138	7	the	the	DET
ajam-184	138	8	error	error	NOUN
ajam-184	138	9	terms	term	NOUN
ajam-184	138	10	are	be	AUX
ajam-184	138	11	distributed	distribute	VERB
ajam-184	138	12	as	as	SCONJ
ajam-184	138	13	follows	follow	VERB
ajam-184	138	14	:	:	PUNCT
ajam-184	138	15	ε	ε	PROPN
ajam-184	138	16	i	i	PRON
ajam-184	138	17	~	~	PUNCT
ajam-184	138	18	n	n	CCONJ
ajam-184	138	19	(	(	PUNCT
ajam-184	138	20	0	0	NUM
ajam-184	138	21	,	,	PUNCT
ajam-184	138	22	1	1	NUM
ajam-184	138	23	)	)	PUNCT
ajam-184	138	24	and	and	CCONJ
ajam-184	138	25	ui	ui	NOUN
ajam-184	138	26	~	~	PUNCT
ajam-184	138	27	n(0,δ	n(0,δ	NOUN
ajam-184	138	28	2	2	NUM
ajam-184	138	29	)	)	PUNCT
ajam-184	138	30	.	.	PUNCT
ajam-184	139	1	if	if	SCONJ
ajam-184	139	2	both	both	DET
ajam-184	139	3	decisions	decision	NOUN
ajam-184	139	4	are	be	AUX
ajam-184	139	5	made	make	VERB
ajam-184	139	6	jointly	jointly	ADV
ajam-184	139	7	(	(	PUNCT
ajam-184	139	8	the	the	DET
ajam-184	139	9	dependent	dependent	ADJ
ajam-184	139	10	dh	dh	NOUN
ajam-184	139	11	)	)	PUNCT
ajam-184	139	12	the	the	DET
ajam-184	139	13	error	error	NOUN
ajam-184	139	14	term	term	NOUN
ajam-184	139	15	can	can	AUX
ajam-184	139	16	be	be	AUX
ajam-184	139	17	defined	define	VERB
ajam-184	139	18	as	as	ADP
ajam-184	139	19	:	:	PUNCT
ajam-184	139	20	(	(	PUNCT
ajam-184	139	21	ε	ε	PROPN
ajam-184	139	22	i	i	PRON
ajam-184	139	23	ui	ui	PROPN
ajam-184	139	24	)	)	PUNCT
ajam-184	139	25	~	~	PUNCT
ajam-184	139	26	bv	bv	PROPN
ajam-184	139	27	n(0,υ	n(0,υ	PROPN
ajam-184	139	28	)	)	PUNCT
ajam-184	139	29	1	1	NUM
ajam-184	139	30	ρδ	ρδ	NOUN
ajam-184	139	31	where	where	SCONJ
ajam-184	139	32	y	y	PROPN
ajam-184	139	33			VERB
ajam-184	139	34	ρδ	ρδ	VERB
ajam-184	139	35	δ	δ	PROPN
ajam-184	139	36	2	2	PROPN
ajam-184	139	37	the	the	DET
ajam-184	139	38	model	model	NOUN
ajam-184	139	39	is	be	AUX
ajam-184	139	40	said	say	VERB
ajam-184	139	41	to	to	PART
ajam-184	139	42	be	be	AUX
ajam-184	139	43	a	a	DET
ajam-184	139	44	dependent	dependent	ADJ
ajam-184	139	45	model	model	NOUN
ajam-184	139	46	if	if	SCONJ
ajam-184	139	47	there	there	PRON
ajam-184	139	48	is	be	VERB
ajam-184	139	49	a	a	DET
ajam-184	139	50	relationship	relationship	NOUN
ajam-184	139	51	between	between	ADP
ajam-184	139	52	the	the	DET
ajam-184	139	53	decision	decision	NOUN
ajam-184	139	54	to	to	PART
ajam-184	139	55	adopt	adopt	VERB
ajam-184	139	56	and	and	CCONJ
ajam-184	139	57	the	the	DET
ajam-184	139	58	intensity	intensity	NOUN
ajam-184	139	59	of	of	ADP
ajam-184	139	60	adoption	adoption	NOUN
ajam-184	139	61	.	.	PUNCT
ajam-184	140	1	this	this	DET
ajam-184	140	2	relationship	relationship	NOUN
ajam-184	140	3	can	can	AUX
ajam-184	140	4	be	be	AUX
ajam-184	140	5	expressed	express	VERB
ajam-184	140	6	as	as	SCONJ
ajam-184	140	7	follows	follow	VERB
ajam-184	140	8	:	:	PUNCT
ajam-184	140	9	ρ	ρ	PROPN
ajam-184	140	10			NOUN
ajam-184	141	1	cov(ε	cov(ε	NOUN
ajam-184	142	1	i	i	PRON
ajam-184	142	2	ui	ui	PROPN
ajam-184	142	3	)	)	PUNCT
ajam-184	143	1	var(ε	var(ε	PROPN
ajam-184	144	1	i	i	NOUN
ajam-184	144	2	)	)	PUNCT
ajam-184	144	3	var(ui	var(ui	VERB
ajam-184	144	4	)	)	PUNCT
ajam-184	144	5	if	if	SCONJ
ajam-184	144	6	ρ	ρ	PROPN
ajam-184	144	7	=	=	SYM
ajam-184	144	8	0	0	PUNCT
ajam-184	145	1	and	and	CCONJ
ajam-184	145	2	there	there	PRON
ajam-184	145	3	is	be	VERB
ajam-184	145	4	dominance	dominance	NOUN
ajam-184	145	5	(	(	PUNCT
ajam-184	145	6	the	the	DET
ajam-184	145	7	zeros	zero	NOUN
ajam-184	145	8	are	be	AUX
ajam-184	145	9	only	only	ADV
ajam-184	145	10	associated	associate	VERB
ajam-184	145	11	to	to	ADP
ajam-184	145	12	non	non	ADJ
ajam-184	145	13	-	-	NOUN
ajam-184	145	14	participation	participation	NOUN
ajam-184	145	15	,	,	PUNCT
ajam-184	145	16	not	not	PART
ajam-184	145	17	standard	standard	ADJ
ajam-184	145	18	corner	corner	NOUN
ajam-184	145	19	solutions	solution	NOUN
ajam-184	145	20	)	)	PUNCT
ajam-184	145	21	then	then	ADV
ajam-184	145	22	the	the	DET
ajam-184	145	23	model	model	NOUN
ajam-184	145	24	decomposes	decompose	VERB
ajam-184	145	25	into	into	ADP
ajam-184	145	26	a	a	DET
ajam-184	145	27	probit	probit	NOUN
ajam-184	145	28	for	for	ADP
ajam-184	145	29	participation	participation	NOUN
ajam-184	145	30	and	and	CCONJ
ajam-184	145	31	standard	standard	ADJ
ajam-184	145	32	ols	ol	NOUN
ajam-184	145	33	for	for	ADP
ajam-184	145	34	y.	y.	PROPN
ajam-184	145	35	following	follow	VERB
ajam-184	145	36	smith	smith	PROPN
ajam-184	145	37	(	(	PUNCT
ajam-184	145	38	2003	2003	NUM
ajam-184	145	39	)	)	PUNCT
ajam-184	145	40	we	we	PRON
ajam-184	145	41	assume	assume	VERB
ajam-184	145	42	that	that	SCONJ
ajam-184	145	43	the	the	DET
ajam-184	145	44	error	error	NOUN
ajam-184	145	45	terms	term	NOUN
ajam-184	145	46	and	and	CCONJ
ajam-184	145	47	ε	ε	PROPN
ajam-184	145	48	i	i	PRON
ajam-184	145	49	and	and	CCONJ
ajam-184	145	50	ui	ui	PROPN
ajam-184	145	51	are	be	AUX
ajam-184	145	52	independently	independently	ADV
ajam-184	145	53	and	and	CCONJ
ajam-184	145	54	normally	normally	ADV
ajam-184	145	55	distributed	distribute	VERB
ajam-184	145	56	and	and	CCONJ
ajam-184	145	57	thus	thus	ADV
ajam-184	145	58	we	we	PRON
ajam-184	145	59	have	have	VERB
ajam-184	145	60	the	the	DET
ajam-184	145	61	following	follow	VERB
ajam-184	145	62	expression	expression	NOUN
ajam-184	145	63	:	:	PUNCT
ajam-184	145	64	ε	ε	PROPN
ajam-184	145	65	01	01	NUM
ajam-184	145	66	0	0	NUM
ajam-184	146	1	i	i	PRON
ajam-184	146	2	n	n	PROPN
ajam-184	146	3	,	,	PUNCT
ajam-184	146	4	2	2	NUM
ajam-184	146	5	δ	δ	NOUN
ajam-184	146	6	u	u	NOUN
ajam-184	146	7	i	i	PRON
ajam-184	146	8	00	00	PUNCT
ajam-184	146	9	and	and	CCONJ
ajam-184	146	10	finally	finally	ADV
ajam-184	146	11	,	,	PUNCT
ajam-184	146	12	the	the	DET
ajam-184	146	13	observed	observe	VERB
ajam-184	146	14	variable	variable	NOUN
ajam-184	146	15	in	in	ADP
ajam-184	146	16	a	a	DET
ajam-184	146	17	dh	dh	NOUN
ajam-184	146	18	model	model	NOUN
ajam-184	146	19	is	be	AUX
ajam-184	146	20	ti	ti	PROPN
ajam-184	146	21			NOUN
ajam-184	147	1	yi	yi	NOUN
ajam-184	148	1	ti	ti	PROPN
ajam-184	149	1	*	*	PUNCT
ajam-184	150	1	and	and	CCONJ
ajam-184	150	2	the	the	DET
ajam-184	150	3	log	log	NOUN
ajam-184	150	4	-	-	PUNCT
ajam-184	150	5	likelihood	likelihood	NOUN
ajam-184	150	6	function	function	NOUN
ajam-184	150	7	for	for	ADP
ajam-184	150	8	the	the	DET
ajam-184	150	9	dh	dh	NOUN
ajam-184	150	10	model	model	NOUN
ajam-184	150	11	is	be	AUX
ajam-184	150	12	:	:	PUNCT
ajam-184	150	13	z	z	X
ajam-184	150	14	'	'	PUNCT
ajam-184	150	15	β	β	NOUN
ajam-184	150	16	1	1	NUM
ajam-184	150	17	y	y	NOUN
ajam-184	150	18	−	−	PROPN
ajam-184	150	19	x	x	SYM
ajam-184	150	20	'	'	PUNCT
ajam-184	150	21	β	β	X
ajam-184	150	22	logl	logl	NOUN
ajam-184	150	23			NOUN
ajam-184	150	24	∑ln	∑ln	NUM
ajam-184	150	25	1	1	NUM
ajam-184	150	26	−	−	PROPN
ajam-184	150	27	φxi	φxi	PROPN
ajam-184	150	28	'	'	PUNCT
ajam-184	150	29	α	α	NOUN
ajam-184	150	30	φ	φ	VERB
ajam-184	151	1	i	i	PRON
ajam-184	151	2			VERB
ajam-184	151	3	∑ln	∑ln	VERB
ajam-184	151	4	φzi	φzi	PROPN
ajam-184	151	5	'	'	PUNCT
ajam-184	151	6	α	α	NOUN
ajam-184	151	7			PROPN
ajam-184	151	8	φ	φ	NUM
ajam-184	151	9	i	i	PRON
ajam-184	152	1	i	i	PROPN
ajam-184	152	2	δ	δ	X
ajam-184	152	3	δ	δ	X
ajam-184	152	4	δ	δ	PROPN
ajam-184	152	5	0	0	NUM
ajam-184	152	6			PROPN
ajam-184	153	1	where	where	SCONJ
ajam-184	153	2	:	:	PUNCT
ajam-184	153	3	φ	φ	PROPN
ajam-184	153	4	(	(	PUNCT
ajam-184	153	5	·	·	PUNCT
ajam-184	153	6	)	)	PUNCT
ajam-184	153	7	refer	refer	VERB
ajam-184	153	8	to	to	ADP
ajam-184	153	9	the	the	DET
ajam-184	153	10	standard	standard	ADJ
ajam-184	153	11	normal	normal	ADJ
ajam-184	153	12	probability	probability	NOUN
ajam-184	153	13	and	and	CCONJ
ajam-184	153	14	φ	φ	PROPN
ajam-184	153	15	(	(	PUNCT
ajam-184	153	16	·	·	PUNCT
ajam-184	153	17	)	)	PUNCT
ajam-184	153	18	refer	refer	VERB
ajam-184	153	19	to	to	ADP
ajam-184	153	20	density	density	NOUN
ajam-184	153	21	functions	function	NOUN
ajam-184	153	22	.	.	PUNCT
ajam-184	154	1	thus	thus	ADV
ajam-184	154	2	in	in	ADP
ajam-184	154	3	this	this	DET
ajam-184	154	4	study	study	NOUN
ajam-184	154	5	we	we	PRON
ajam-184	154	6	estimate	estimate	VERB
ajam-184	154	7	the	the	DET
ajam-184	154	8	decision	decision	NOUN
ajam-184	154	9	to	to	PART
ajam-184	154	10	adopt	adopt	VERB
ajam-184	154	11	and	and	CCONJ
ajam-184	154	12	the	the	DET
ajam-184	154	13	extent	extent	NOUN
ajam-184	154	14	of	of	ADP
ajam-184	154	15	adoption	adoption	NOUN
ajam-184	154	16	using	use	VERB
ajam-184	154	17	a	a	DET
ajam-184	154	18	dh	dh	NOUN
ajam-184	154	19	model	model	NOUN
ajam-184	154	20	.	.	PUNCT
ajam-184	155	1	results	result	NOUN
ajam-184	155	2	and	and	CCONJ
ajam-184	155	3	discussion	discussion	NOUN
ajam-184	155	4	descriptive	descriptive	ADJ
ajam-184	155	5	statistics	statistic	NOUN
ajam-184	155	6	table	table	NOUN
ajam-184	155	7	1	1	NUM
ajam-184	155	8	presents	present	VERB
ajam-184	155	9	the	the	DET
ajam-184	155	10	t	t	NOUN
ajam-184	155	11	-	-	PUNCT
ajam-184	155	12	test	test	NOUN
ajam-184	155	13	and	and	CCONJ
ajam-184	155	14	chi	chi	ADJ
ajam-184	155	15	-	-	PUNCT
ajam-184	155	16	square	square	ADJ
ajam-184	155	17	comparison	comparison	NOUN
ajam-184	155	18	of	of	ADP
ajam-184	155	19	means	mean	NOUN
ajam-184	155	20	of	of	ADP
ajam-184	155	21	selected	select	VERB
ajam-184	155	22	variables	variable	NOUN
ajam-184	155	23	by	by	ADP
ajam-184	155	24	adoption	adoption	NOUN
ajam-184	155	25	status	status	NOUN
ajam-184	155	26	for	for	ADP
ajam-184	155	27	the	the	DET
ajam-184	155	28	surveyed	survey	VERB
ajam-184	155	29	households	household	NOUN
ajam-184	155	30	.	.	PUNCT
ajam-184	156	1	some	some	PRON
ajam-184	156	2	of	of	ADP
ajam-184	156	3	these	these	DET
ajam-184	156	4	characteristics	characteristic	NOUN
ajam-184	156	5	are	be	AUX
ajam-184	156	6	the	the	DET
ajam-184	156	7	explanatory	explanatory	ADJ
ajam-184	156	8	variables	variable	NOUN
ajam-184	156	9	of	of	ADP
ajam-184	156	10	the	the	DET
ajam-184	156	11	estimated	estimate	VERB
ajam-184	156	12	models	model	NOUN
ajam-184	156	13	we	we	PRON
ajam-184	156	14	present	present	VERB
ajam-184	156	15	further	far	ADV
ajam-184	156	16	on	on	ADV
ajam-184	156	17	.	.	PUNCT
ajam-184	157	1	the	the	DET
ajam-184	157	2	dataset	dataset	NOUN
ajam-184	157	3	contains	contain	VERB
ajam-184	157	4	600	600	NUM
ajam-184	157	5	farm	farm	NOUN
ajam-184	157	6	households	household	NOUN
ajam-184	157	7	and	and	CCONJ
ajam-184	157	8	of	of	ADP
ajam-184	157	9	these	these	PRON
ajam-184	157	10	,	,	PUNCT
ajam-184	157	11	about	about	ADV
ajam-184	157	12	28	28	NUM
ajam-184	157	13	%	%	NOUN
ajam-184	157	14	were	be	AUX
ajam-184	157	15	adopters	adopter	NOUN
ajam-184	157	16	,	,	PUNCT
ajam-184	157	17	that	that	ADV
ajam-184	157	18	is	is	ADV
ajam-184	157	19	,	,	PUNCT
ajam-184	157	20	planted	plant	VERB
ajam-184	157	21	at	at	ADP
ajam-184	157	22	least	least	ADJ
ajam-184	157	23	a	a	DET
ajam-184	157	24	unit	unit	NOUN
ajam-184	157	25	of	of	ADP
ajam-184	157	26	square	square	ADJ
ajam-184	157	27	meter	meter	NOUN
ajam-184	157	28	of	of	ADP
ajam-184	157	29	irm	irm	PROPN
ajam-184	157	30	during	during	ADP
ajam-184	157	31	2007/08	2007/08	NUM
ajam-184	157	32	cropping	cropping	NOUN
ajam-184	157	33	season	season	NOUN
ajam-184	157	34	.	.	PUNCT
ajam-184	158	1	the	the	DET
ajam-184	158	2	area	area	NOUN
ajam-184	158	3	planted	plant	VERB
ajam-184	158	4	of	of	ADP
ajam-184	158	5	irm	irm	PROPN
ajam-184	158	6	is	be	AUX
ajam-184	158	7	about	about	ADV
ajam-184	158	8	0.23	0.23	NUM
ajam-184	158	9	ha	ha	INTJ
ajam-184	158	10	for	for	ADP
ajam-184	158	11	adopters	adopter	NOUN
ajam-184	158	12	.	.	PUNCT
ajam-184	159	1	the	the	DET
ajam-184	159	2	analysis	analysis	NOUN
ajam-184	159	3	of	of	ADP
ajam-184	159	4	the	the	DET
ajam-184	159	5	data	data	NOUN
ajam-184	159	6	shows	show	VERB
ajam-184	159	7	that	that	SCONJ
ajam-184	159	8	there	there	PRON
ajam-184	159	9	is	be	VERB
ajam-184	159	10	a	a	DET
ajam-184	159	11	significant	significant	ADJ
ajam-184	159	12	(	(	PUNCT
ajam-184	159	13	p	p	X
ajam-184	159	14	<	<	X
ajam-184	159	15	0.01	0.01	NUM
ajam-184	159	16	)	)	PUNCT
ajam-184	159	17	mean	mean	ADJ
ajam-184	159	18	difference	difference	NOUN
ajam-184	159	19	between	between	ADP
ajam-184	159	20	age	age	NOUN
ajam-184	159	21	of	of	ADP
ajam-184	159	22	adopters	adopter	NOUN
ajam-184	159	23	and	and	CCONJ
ajam-184	159	24	non	non	NOUN
ajam-184	159	25	-	-	NOUN
ajam-184	159	26	adopters	adopter	NOUN
ajam-184	159	27	.	.	PUNCT
ajam-184	160	1	average	average	ADJ
ajam-184	160	2	age	age	NOUN
ajam-184	160	3	of	of	ADP
ajam-184	160	4	sample	sample	NOUN
ajam-184	160	5	household	household	NOUN
ajam-184	160	6	head	head	NOUN
ajam-184	160	7	is	be	AUX
ajam-184	160	8	about	about	ADV
ajam-184	160	9	49	49	NUM
ajam-184	160	10	years	year	NOUN
ajam-184	160	11	with	with	ADP
ajam-184	160	12	non	non	NOUN
ajam-184	160	13	-	-	NOUN
ajam-184	160	14	adopters	adopter	NOUN
ajam-184	160	15	.	.	PUNCT
ajam-184	161	1	no	no	DET
ajam-184	161	2	significant	significant	ADJ
ajam-184	161	3	difference	difference	NOUN
ajam-184	161	4	is	be	AUX
ajam-184	161	5	observable	observable	ADJ
ajam-184	161	6	in	in	ADP
ajam-184	161	7	the	the	DET
ajam-184	161	8	gender	gender	NOUN
ajam-184	161	9	of	of	ADP
ajam-184	161	10	the	the	DET
ajam-184	161	11	household	household	NOUN
ajam-184	161	12	head	head	NOUN
ajam-184	161	13	although	although	SCONJ
ajam-184	161	14	the	the	DET
ajam-184	161	15	groups	group	NOUN
ajam-184	161	16	vary	vary	VERB
ajam-184	161	17	significantly	significantly	ADV
ajam-184	161	18	in	in	ADP
ajam-184	161	19	terms	term	NOUN
ajam-184	161	20	of	of	ADP
ajam-184	161	21	their	their	PRON
ajam-184	161	22	education	education	NOUN
ajam-184	161	23	level	level	NOUN
ajam-184	161	24	.	.	PUNCT
ajam-184	162	1	primary	primary	ADJ
ajam-184	162	2	and	and	CCONJ
ajam-184	162	3	junior	junior	ADJ
ajam-184	162	4	levels	level	NOUN
ajam-184	162	5	of	of	ADP
ajam-184	162	6	education	education	NOUN
ajam-184	162	7	(	(	PUNCT
ajam-184	162	8	1	1	NUM
ajam-184	162	9	to	to	PART
ajam-184	162	10	8	8	NUM
ajam-184	162	11	years	year	NOUN
ajam-184	162	12	)	)	PUNCT
ajam-184	162	13	are	be	AUX
ajam-184	162	14	lower	low	ADJ
ajam-184	162	15	for	for	ADP
ajam-184	162	16	adopters	adopter	NOUN
ajam-184	162	17	however	however	ADV
ajam-184	162	18	adopters	adopter	NOUN
ajam-184	162	19	have	have	VERB
ajam-184	162	20	higher	high	ADJ
ajam-184	162	21	proportion	proportion	NOUN
ajam-184	162	22	of	of	ADP
ajam-184	162	23	household	household	NOUN
ajam-184	162	24	heads	head	NOUN
ajam-184	162	25	with	with	ADP
ajam-184	162	26	secondary	secondary	ADJ
ajam-184	162	27	education	education	NOUN
ajam-184	162	28	.	.	PUNCT
ajam-184	163	1	this	this	PRON
ajam-184	163	2	suggests	suggest	VERB
ajam-184	163	3	that	that	SCONJ
ajam-184	163	4	education	education	NOUN
ajam-184	163	5	might	might	AUX
ajam-184	163	6	be	be	AUX
ajam-184	163	7	correlated	correlate	VERB
ajam-184	163	8	with	with	ADP
ajam-184	163	9	decision	decision	NOUN
ajam-184	163	10	to	to	PART
ajam-184	163	11	adopt	adopt	VERB
ajam-184	163	12	.	.	PUNCT
ajam-184	164	1	the	the	DET
ajam-184	164	2	household	household	NOUN
ajam-184	164	3	size	size	NOUN
ajam-184	164	4	is	be	AUX
ajam-184	164	5	6.22	6.22	NUM
ajam-184	164	6	persons	person	NOUN
ajam-184	164	7	for	for	ADP
ajam-184	164	8	adopters	adopter	NOUN
ajam-184	164	9	and	and	CCONJ
ajam-184	164	10	5.28	5.28	NUM
ajam-184	164	11	for	for	ADP
ajam-184	164	12	non	non	NOUN
ajam-184	164	13	-	-	NOUN
ajam-184	164	14	adopters	adopter	NOUN
ajam-184	164	15	and	and	CCONJ
ajam-184	164	16	the	the	DET
ajam-184	164	17	difference	difference	NOUN
ajam-184	164	18	is	be	AUX
ajam-184	164	19	statistically	statistically	ADV
ajam-184	164	20	significant	significant	ADJ
ajam-184	164	21	suggesting	suggest	VERB
ajam-184	164	22	the	the	DET
ajam-184	164	23	importance	importance	NOUN
ajam-184	164	24	of	of	ADP
ajam-184	164	25	family	family	NOUN
ajam-184	164	26	size	size	NOUN
ajam-184	164	27	for	for	ADP
ajam-184	164	28	adoption	adoption	NOUN
ajam-184	164	29	of	of	ADP
ajam-184	164	30	new	new	ADJ
ajam-184	164	31	technologies	technology	NOUN
ajam-184	164	32	.	.	PUNCT
ajam-184	165	1	no	no	DET
ajam-184	165	2	significant	significant	ADJ
ajam-184	165	3	difference	difference	NOUN
ajam-184	165	4	is	be	AUX
ajam-184	165	5	observable	observable	ADJ
ajam-184	165	6	in	in	ADP
ajam-184	165	7	total	total	ADJ
ajam-184	165	8	farm	farm	NOUN
ajam-184	165	9	size	size	NOUN
ajam-184	165	10	and	and	CCONJ
ajam-184	165	11	gap	gap	NOUN
ajam-184	165	12	between	between	ADP
ajam-184	165	13	maize	maize	NOUN
ajam-184	165	14	production	production	NOUN
ajam-184	165	15	and	and	CCONJ
ajam-184	165	16	consumption	consumption	NOUN
ajam-184	165	17	per	per	ADP
ajam-184	165	18	table	table	NOUN
ajam-184	165	19	1	1	NUM
ajam-184	165	20	.	.	PUNCT
ajam-184	165	21	descriptive	descriptive	ADJ
ajam-184	165	22	summary	summary	NOUN
ajam-184	165	23	of	of	ADP
ajam-184	165	24	variables	variable	NOUN
ajam-184	165	25	used	use	VERB
ajam-184	165	26	in	in	ADP
ajam-184	165	27	estimations	estimation	NOUN
ajam-184	165	28	(	(	PUNCT
ajam-184	165	29	n	n	NOUN
ajam-184	165	30	=	=	NOUN
ajam-184	165	31	600	600	NUM
ajam-184	165	32	)	)	PUNCT
ajam-184	165	33	.	.	PUNCT
ajam-184	166	1	variable	variable	ADJ
ajam-184	166	2	unit	unit	NOUN
ajam-184	166	3	adopters	adopter	NOUN
ajam-184	166	4	non	non	NOUN
ajam-184	166	5	-	-	NOUN
ajam-184	166	6	adopters	adopter	NOUN
ajam-184	166	7	t	t	NOUN
ajam-184	166	8	-	-	PUNCT
ajam-184	166	9	stat	stat	NOUN
ajam-184	166	10	(	(	PUNCT
ajam-184	166	11	chi	chi	PROPN
ajam-184	166	12	(	(	PUNCT
ajam-184	166	13	n=169	n=169	PROPN
ajam-184	166	14	)	)	PUNCT
ajam-184	166	15	(	(	PUNCT
ajam-184	166	16	n=431	n=431	NOUN
ajam-184	166	17	)	)	PUNCT
ajam-184	166	18	square	square	ADJ
ajam-184	166	19	)	)	PUNCT
ajam-184	166	20	dependent	dependent	ADJ
ajam-184	166	21	variable	variable	ADJ
ajam-184	166	22	area	area	NOUN
ajam-184	166	23	planted	plant	VERB
ajam-184	166	24	of	of	ADP
ajam-184	166	25	irm	irm	PROPN
ajam-184	166	26	ha	ha	INTJ
ajam-184	166	27	0.23	0.23	NUM
ajam-184	166	28	0.00	0.00	NUM
ajam-184	166	29	0.23	0.23	NUM
ajam-184	166	30	*	*	PUNCT
ajam-184	166	31	*	*	PUNCT
ajam-184	166	32	*	*	PUNCT
ajam-184	166	33	adoption	adoption	NOUN
ajam-184	166	34	1/0	1/0	NUM
ajam-184	166	35	1.00	1.00	NUM
ajam-184	166	36	0.00	0.00	NUM
ajam-184	166	37	independent	independent	ADJ
ajam-184	166	38	variable	variable	ADJ
ajam-184	166	39	age	age	NOUN
ajam-184	166	40	of	of	ADP
ajam-184	166	41	the	the	DET
ajam-184	166	42	hhh	hhh	PROPN
ajam-184	166	43	years	year	NOUN
ajam-184	166	44	48.92	48.92	NUM
ajam-184	166	45	45.19	45.19	NUM
ajam-184	166	46	3.73	3.73	NUM
ajam-184	166	47	*	*	PUNCT
ajam-184	166	48	*	*	PUNCT
ajam-184	166	49	*	*	PUNCT
ajam-184	166	50	gender	gender	NOUN
ajam-184	166	51	of	of	ADP
ajam-184	166	52	hhh	hhh	PROPN
ajam-184	166	53	(	(	PUNCT
ajam-184	166	54	male=1	male=1	PROPN
ajam-184	166	55	)	)	PUNCT
ajam-184	166	56	1/0	1/0	NUM
ajam-184	166	57	0.71	0.71	NUM
ajam-184	166	58	0.75	0.75	NUM
ajam-184	166	59	-0.04	-0.04	NUM
ajam-184	166	60	hhh	hhh	PROPN
ajam-184	166	61	education	education	NOUN
ajam-184	166	62	1	1	NUM
ajam-184	166	63	-	-	SYM
ajam-184	166	64	4	4	NUM
ajam-184	166	65	years	year	NOUN
ajam-184	166	66	(	(	PUNCT
ajam-184	166	67	yes=1	yes=1	INTJ
ajam-184	166	68	)	)	PUNCT
ajam-184	166	69	1/0	1/0	NUM
ajam-184	166	70	0.09	0.09	NUM
ajam-184	166	71	0.27	0.27	NUM
ajam-184	166	72	-0.17	-0.17	NOUN
ajam-184	166	73	*	*	PUNCT
ajam-184	166	74	*	*	PUNCT
ajam-184	166	75	*	*	PUNCT
ajam-184	166	76	hhh	hhh	NUM
ajam-184	166	77	education	education	NOUN
ajam-184	166	78	5	5	NUM
ajam-184	166	79	-	-	SYM
ajam-184	166	80	8	8	NUM
ajam-184	166	81	years	year	NOUN
ajam-184	166	82	(	(	PUNCT
ajam-184	166	83	yes=1	yes=1	INTJ
ajam-184	166	84	)	)	PUNCT
ajam-184	166	85	1/0	1/0	NUM
ajam-184	166	86	0.36	0.36	NUM
ajam-184	166	87	0.48	0.48	NUM
ajam-184	166	88	-0.12	-0.12	NOUN
ajam-184	166	89	*	*	NOUN
ajam-184	166	90	*	*	PROPN
ajam-184	166	91	*	*	PUNCT
ajam-184	166	92	hhh	hhh	NUM
ajam-184	166	93	education	education	NOUN
ajam-184	166	94	greater	great	ADJ
ajam-184	166	95	than	than	ADP
ajam-184	166	96	8	8	NUM
ajam-184	166	97	years	year	NOUN
ajam-184	166	98	(	(	PUNCT
ajam-184	166	99	yes=1	yes=1	INTJ
ajam-184	166	100	)	)	PUNCT
ajam-184	166	101	1/0	1/0	NUM
ajam-184	166	102	0.54	0.54	NUM
ajam-184	166	103	0.25	0.25	NUM
ajam-184	166	104	0.29	0.29	NUM
ajam-184	166	105	*	*	PUNCT
ajam-184	166	106	*	*	PUNCT
ajam-184	166	107	*	*	PUNCT
ajam-184	166	108	hh	hh	ADJ
ajam-184	166	109	size	size	NOUN
ajam-184	166	110	count	count	VERB
ajam-184	166	111	6.22	6.22	NUM
ajam-184	166	112	5.28	5.28	NUM
ajam-184	166	113	0.94	0.94	NUM
ajam-184	166	114	*	*	PUNCT
ajam-184	166	115	*	*	PUNCT
ajam-184	166	116	*	*	PUNCT
ajam-184	166	117	farm	farm	NOUN
ajam-184	166	118	size	size	NOUN
ajam-184	166	119	ha	ha	INTJ
ajam-184	166	120	0.85	0.85	NUM
ajam-184	166	121	0.41	0.41	NUM
ajam-184	166	122	0.44	0.44	NUM
ajam-184	166	123	gap	gap	NOUN
ajam-184	166	124	between	between	ADP
ajam-184	166	125	maize	maize	NOUN
ajam-184	166	126	production	production	NOUN
ajam-184	166	127	and	and	CCONJ
ajam-184	166	128	consumption	consumption	NOUN
ajam-184	166	129	per	per	ADP
ajam-184	166	130	capita	capita	X
ajam-184	166	131	kg	kg	NOUN
ajam-184	166	132	-116.66	-116.66	PROPN
ajam-184	166	133	8.21	8.21	NUM
ajam-184	166	134	-124.87	-124.87	PROPN
ajam-184	166	135	membership	membership	NOUN
ajam-184	166	136	to	to	ADP
ajam-184	166	137	social	social	ADJ
ajam-184	166	138	group	group	NOUN
ajam-184	166	139	(	(	PUNCT
ajam-184	166	140	yes-1	yes-1	NOUN
ajam-184	166	141	)	)	PUNCT
ajam-184	166	142	1/0	1/0	NUM
ajam-184	166	143	0.75	0.75	NUM
ajam-184	166	144	0.58	0.58	NUM
ajam-184	166	145	0.17	0.17	NUM
ajam-184	166	146	*	*	PUNCT
ajam-184	166	147	*	*	PUNCT
ajam-184	166	148	*	*	PUNCT
ajam-184	166	149	access	access	NOUN
ajam-184	166	150	to	to	ADP
ajam-184	166	151	extension	extension	NOUN
ajam-184	166	152	services	service	NOUN
ajam-184	166	153	(	(	PUNCT
ajam-184	166	154	yes=1	yes=1	INTJ
ajam-184	166	155	)	)	PUNCT
ajam-184	166	156	1/0	1/0	NUM
ajam-184	166	157	0.70	0.70	NUM
ajam-184	166	158	0.39	0.39	NUM
ajam-184	166	159	0.32	0.32	NUM
ajam-184	166	160	*	*	PUNCT
ajam-184	166	161	*	*	PUNCT
ajam-184	166	162	*	*	PUNCT
ajam-184	166	163	perception	perception	NOUN
ajam-184	166	164	towards	towards	ADP
ajam-184	166	165	irm	irm	PROPN
ajam-184	166	166	for	for	ADP
ajam-184	166	167	striga	striga	PROPN
ajam-184	166	168	control	control	VERB
ajam-184	166	169	1/0	1/0	NUM
ajam-184	166	170	0.96	0.96	NUM
ajam-184	166	171	0.72	0.72	NUM
ajam-184	166	172	0.25	0.25	NUM
ajam-184	166	173	*	*	PUNCT
ajam-184	166	174	*	*	PUNCT
ajam-184	166	175	*	*	PUNCT
ajam-184	166	176	statistical	statistical	ADJ
ajam-184	166	177	significance	significance	NOUN
ajam-184	166	178	at	at	ADP
ajam-184	166	179	the	the	DET
ajam-184	166	180	99	99	NUM
ajam-184	166	181	%	%	NOUN
ajam-184	166	182	(	(	PUNCT
ajam-184	166	183	*	*	PUNCT
ajam-184	166	184	*	*	PUNCT
ajam-184	166	185	*	*	PUNCT
ajam-184	166	186	)	)	PUNCT
ajam-184	166	187	,	,	PUNCT
ajam-184	166	188	95	95	NUM
ajam-184	166	189	%	%	NOUN
ajam-184	166	190	(	(	PUNCT
ajam-184	166	191	*	*	NOUN
ajam-184	166	192	*	*	PUNCT
ajam-184	166	193	)	)	PUNCT
ajam-184	166	194	and	and	CCONJ
ajam-184	166	195	90	90	NUM
ajam-184	166	196	%	%	NOUN
ajam-184	166	197	(	(	PUNCT
ajam-184	166	198	*	*	NOUN
ajam-184	166	199	)	)	PUNCT
ajam-184	166	200	confidence	confidence	NOUN
ajam-184	166	201	levels	level	NOUN
ajam-184	166	202	;	;	PUNCT
ajam-184	166	203	hhh=	hhh=	ADJ
ajam-184	166	204	household	household	NOUN
ajam-184	166	205	head	head	NOUN
ajam-184	166	206	.	.	PUNCT
ajam-184	167	1	capita	capita	INTJ
ajam-184	167	2	.	.	PUNCT
ajam-184	168	1	there	there	PRON
ajam-184	168	2	is	be	VERB
ajam-184	168	3	significant	significant	ADJ
ajam-184	168	4	difference	difference	NOUN
ajam-184	168	5	in	in	ADP
ajam-184	168	6	terms	term	NOUN
ajam-184	168	7	of	of	ADP
ajam-184	168	8	household	household	NOUN
ajam-184	168	9	membership	membership	NOUN
ajam-184	168	10	in	in	ADP
ajam-184	168	11	different	different	ADJ
ajam-184	168	12	rural	rural	ADJ
ajam-184	168	13	institutions	institution	NOUN
ajam-184	168	14	.	.	PUNCT
ajam-184	169	1	the	the	DET
ajam-184	169	2	result	result	NOUN
ajam-184	169	3	also	also	ADV
ajam-184	169	4	depicts	depict	VERB
ajam-184	169	5	that	that	SCONJ
ajam-184	169	6	the	the	DET
ajam-184	169	7	adopter	adopter	ADJ
ajam-184	169	8	categories	category	NOUN
ajam-184	169	9	are	be	AUX
ajam-184	169	10	distinguishable	distinguishable	ADJ
ajam-184	169	11	in	in	ADP
ajam-184	169	12	terms	term	NOUN
ajam-184	169	13	of	of	ADP
ajam-184	169	14	their	their	PRON
ajam-184	169	15	access	access	NOUN
ajam-184	169	16	to	to	ADP
ajam-184	169	17	extension	extension	NOUN
ajam-184	169	18	services	service	NOUN
ajam-184	169	19	and	and	CCONJ
ajam-184	169	20	perception	perception	NOUN
ajam-184	169	21	towards	towards	ADP
ajam-184	169	22	irm	irm	PROPN
ajam-184	169	23	for	for	ADP
ajam-184	169	24	striga	striga	ADJ
ajam-184	169	25	control	control	NOUN
ajam-184	169	26	.	.	PUNCT
ajam-184	170	1	this	this	DET
ajam-184	170	2	simple	simple	ADJ
ajam-184	170	3	comparison	comparison	NOUN
ajam-184	170	4	of	of	ADP
ajam-184	170	5	the	the	DET
ajam-184	170	6	two	two	NUM
ajam-184	170	7	groups	group	NOUN
ajam-184	170	8	of	of	ADP
ajam-184	170	9	smallholders	smallholder	NOUN
ajam-184	170	10	suggests	suggest	VERB
ajam-184	170	11	that	that	SCONJ
ajam-184	170	12	adopters	adopter	NOUN
ajam-184	170	13	and	and	CCONJ
ajam-184	170	14	non	non	NOUN
ajam-184	170	15	-	-	NOUN
ajam-184	170	16	adopters	adopter	NOUN
ajam-184	170	17	differ	differ	VERB
ajam-184	170	18	signifycantly	signifycantly	ADV
ajam-184	170	19	in	in	ADP
ajam-184	170	20	some	some	DET
ajam-184	170	21	proxies	proxy	NOUN
ajam-184	170	22	of	of	ADP
ajam-184	170	23	socio	socio	NOUN
ajam-184	170	24	-	-	PUNCT
ajam-184	170	25	economic	economic	ADJ
ajam-184	170	26	characteristics	characteristic	NOUN
ajam-184	170	27	.	.	PUNCT
ajam-184	171	1	econometric	econometric	ADJ
ajam-184	171	2	results	result	NOUN
ajam-184	171	3	all	all	DET
ajam-184	171	4	parameter	parameter	NOUN
ajam-184	171	5	estimates	estimate	NOUN
ajam-184	171	6	of	of	ADP
ajam-184	171	7	the	the	DET
ajam-184	171	8	models	model	NOUN
ajam-184	171	9	were	be	AUX
ajam-184	171	10	generated	generate	VERB
ajam-184	171	11	using	use	VERB
ajam-184	171	12	stata	stata	NOUN
ajam-184	171	13	version	version	NOUN
ajam-184	171	14	11	11	NUM
ajam-184	171	15	(	(	PUNCT
ajam-184	171	16	statacorp	statacorp	PROPN
ajam-184	171	17	,	,	PUNCT
ajam-184	171	18	2009	2009	NUM
ajam-184	171	19	)	)	PUNCT
ajam-184	171	20	and	and	CCONJ
ajam-184	171	21	the	the	DET
ajam-184	171	22	results	result	NOUN
ajam-184	171	23	from	from	ADP
ajam-184	171	24	the	the	DET
ajam-184	171	25	study	study	NOUN
ajam-184	171	26	showed	show	VERB
ajam-184	171	27	that	that	SCONJ
ajam-184	171	28	the	the	DET
ajam-184	171	29	coefficients	coefficient	NOUN
ajam-184	171	30	of	of	ADP
ajam-184	171	31	most	most	ADJ
ajam-184	171	32	of	of	ADP
ajam-184	171	33	the	the	DET
ajam-184	171	34	variables	variable	NOUN
ajam-184	171	35	hypothesized	hypothesize	VERB
ajam-184	171	36	to	to	PART
ajam-184	171	37	influence	influence	VERB
ajam-184	171	38	the	the	DET
ajam-184	171	39	decision	decision	NOUN
ajam-184	171	40	and	and	CCONJ
ajam-184	171	41	extent	extent	NOUN
ajam-184	171	42	of	of	ADP
ajam-184	171	43	adoption	adoption	NOUN
ajam-184	171	44	of	of	ADP
ajam-184	171	45	irm	irm	PROPN
ajam-184	171	46	have	have	VERB
ajam-184	171	47	the	the	DET
ajam-184	171	48	expected	expect	VERB
ajam-184	171	49	signs	sign	NOUN
ajam-184	171	50	.	.	PUNCT
ajam-184	172	1	the	the	DET
ajam-184	172	2	probit	probit	NOUN
ajam-184	172	3	results	result	VERB
ajam-184	172	4	on	on	ADP
ajam-184	172	5	the	the	DET
ajam-184	172	6	decision	decision	NOUN
ajam-184	172	7	to	to	PART
ajam-184	172	8	adopt	adopt	VERB
ajam-184	172	9	irm	irm	PROPN
ajam-184	172	10	and	and	CCONJ
ajam-184	172	11	truncated	truncated	ADJ
ajam-184	172	12	regression	regression	NOUN
ajam-184	172	13	analysis	analysis	NOUN
ajam-184	172	14	results	result	NOUN
ajam-184	172	15	on	on	ADP
ajam-184	172	16	the	the	DET
ajam-184	172	17	extent	extent	NOUN
ajam-184	172	18	of	of	ADP
ajam-184	172	19	adoption	adoption	NOUN
ajam-184	172	20	are	be	AUX
ajam-184	172	21	presented	present	VERB
ajam-184	172	22	in	in	ADP
ajam-184	172	23	table	table	NOUN
ajam-184	172	24	2	2	NUM
ajam-184	172	25	.	.	PUNCT
ajam-184	173	1	determinants	determinant	NOUN
ajam-184	173	2	of	of	ADP
ajam-184	173	3	irm	irm	PROPN
ajam-184	173	4	adoption	adoption	NOUN
ajam-184	173	5	to	to	PART
ajam-184	173	6	identify	identify	VERB
ajam-184	173	7	the	the	DET
ajam-184	173	8	factors	factor	NOUN
ajam-184	173	9	influencing	influence	VERB
ajam-184	173	10	the	the	DET
ajam-184	173	11	decision	decision	NOUN
ajam-184	173	12	to	to	PART
ajam-184	173	13	adopt	adopt	VERB
ajam-184	173	14	irm	irm	PROPN
ajam-184	173	15	,	,	PUNCT
ajam-184	173	16	the	the	DET
ajam-184	173	17	probit	probit	NOUN
ajam-184	173	18	model	model	NOUN
ajam-184	173	19	was	be	AUX
ajam-184	173	20	estimated	estimate	VERB
ajam-184	173	21	(	(	PUNCT
ajam-184	173	22	first	first	ADJ
ajam-184	173	23	hurdle	hurdle	NOUN
ajam-184	173	24	)	)	PUNCT
ajam-184	173	25	.	.	PUNCT
ajam-184	174	1	the	the	DET
ajam-184	174	2	results	result	NOUN
ajam-184	174	3	shown	show	VERB
ajam-184	174	4	in	in	ADP
ajam-184	174	5	table	table	NOUN
ajam-184	174	6	2	2	NUM
ajam-184	174	7	reveal	reveal	VERB
ajam-184	174	8	that	that	SCONJ
ajam-184	174	9	five	five	NUM
ajam-184	174	10	factors	factor	NOUN
ajam-184	174	11	are	be	AUX
ajam-184	174	12	significant	significant	ADJ
ajam-184	174	13	in	in	ADP
ajam-184	174	14	influencing	influence	VERB
ajam-184	174	15	farmers	farmer	NOUN
ajam-184	174	16	’	'	PUNCT
ajam-184	174	17	decision	decision	NOUN
ajam-184	174	18	to	to	PART
ajam-184	174	19	adopt	adopt	VERB
ajam-184	174	20	irm	irm	PROPN
ajam-184	174	21	of	of	ADP
ajam-184	174	22	whose	whose	DET
ajam-184	174	23	four	four	NUM
ajam-184	174	24	at	at	ADP
ajam-184	174	25	1	1	NUM
ajam-184	174	26	%	%	NOUN
ajam-184	174	27	namely	namely	ADV
ajam-184	174	28	:	:	PUNCT
ajam-184	174	29	age	age	NOUN
ajam-184	174	30	of	of	ADP
ajam-184	174	31	household	household	NOUN
ajam-184	174	32	head	head	NOUN
ajam-184	174	33	,	,	PUNCT
ajam-184	174	34	household	household	NOUN
ajam-184	174	35	size	size	NOUN
ajam-184	174	36	,	,	PUNCT
ajam-184	174	37	access	access	NOUN
ajam-184	174	38	to	to	ADP
ajam-184	174	39	extension	extension	NOUN
ajam-184	174	40	services	service	NOUN
ajam-184	174	41	and	and	CCONJ
ajam-184	174	42	perception	perception	NOUN
ajam-184	174	43	towards	towards	ADP
ajam-184	174	44	irm	irm	PROPN
ajam-184	174	45	for	for	ADP
ajam-184	174	46	striga	striga	ADJ
ajam-184	174	47	control	control	PROPN
ajam-184	174	48	.	.	PUNCT
ajam-184	175	1	membership	membership	NOUN
ajam-184	175	2	to	to	ADP
ajam-184	175	3	any	any	DET
ajam-184	175	4	rural	rural	ADJ
ajam-184	175	5	association	association	NOUN
ajam-184	175	6	is	be	AUX
ajam-184	175	7	significant	significant	ADJ
ajam-184	175	8	at	at	ADP
ajam-184	175	9	5	5	NUM
ajam-184	175	10	%	%	NOUN
ajam-184	175	11	.	.	PUNCT
ajam-184	176	1	the	the	DET
ajam-184	176	2	log	log	NOUN
ajam-184	176	3	likelihood	likelihood	NOUN
ajam-184	176	4	for	for	ADP
ajam-184	176	5	the	the	DET
ajam-184	176	6	fitted	fit	VERB
ajam-184	176	7	model	model	NOUN
ajam-184	176	8	was	be	AUX
ajam-184	176	9	-231.29402	-231.29402	PROPN
ajam-184	176	10	and	and	CCONJ
ajam-184	176	11	the	the	DET
ajam-184	176	12	χ2	χ2	PROPN
ajam-184	176	13	value	value	NOUN
ajam-184	176	14	of	of	ADP
ajam-184	176	15	232.48	232.48	NUM
ajam-184	176	16	indicates	indicate	VERB
ajam-184	176	17	that	that	SCONJ
ajam-184	176	18	all	all	DET
ajam-184	176	19	parameters	parameter	NOUN
ajam-184	176	20	are	be	AUX
ajam-184	176	21	jointly	jointly	ADV
ajam-184	176	22	significant	significant	ADJ
ajam-184	176	23	at	at	ADP
ajam-184	176	24	5	5	NUM
ajam-184	176	25	%	%	NOUN
ajam-184	176	26	.	.	PUNCT
ajam-184	177	1	age	age	NOUN
ajam-184	177	2	has	have	AUX
ajam-184	177	3	been	be	AUX
ajam-184	177	4	found	find	VERB
ajam-184	177	5	to	to	PART
ajam-184	177	6	have	have	VERB
ajam-184	177	7	a	a	DET
ajam-184	177	8	positive	positive	ADJ
ajam-184	177	9	relationship	relationship	NOUN
ajam-184	177	10	with	with	ADP
ajam-184	177	11	the	the	DET
ajam-184	177	12	decision	decision	NOUN
ajam-184	177	13	to	to	PART
ajam-184	177	14	adopt	adopt	VERB
ajam-184	177	15	irm	irm	PROPN
ajam-184	177	16	technology	technology	NOUN
ajam-184	177	17	implying	imply	VERB
ajam-184	177	18	that	that	SCONJ
ajam-184	177	19	old	old	ADJ
ajam-184	177	20	farmers	farmer	NOUN
ajam-184	177	21	are	be	AUX
ajam-184	177	22	more	more	ADV
ajam-184	177	23	willing	willing	ADJ
ajam-184	177	24	to	to	PART
ajam-184	177	25	adopt	adopt	VERB
ajam-184	177	26	irm	irm	PROPN
ajam-184	177	27	than	than	ADP
ajam-184	177	28	young	young	ADJ
ajam-184	177	29	farmers	farmer	NOUN
ajam-184	177	30	as	as	ADP
ajam-184	177	31	a	a	DET
ajam-184	177	32	result	result	NOUN
ajam-184	177	33	of	of	ADP
ajam-184	177	34	age	age	NOUN
ajam-184	177	35	based	base	VERB
ajam-184	177	36	knowledge	knowledge	NOUN
ajam-184	177	37	gained	gain	VERB
ajam-184	177	38	and	and	CCONJ
ajam-184	177	39	probably	probably	ADV
ajam-184	177	40	experiences	experience	NOUN
ajam-184	177	41	accumulated	accumulate	VERB
ajam-184	177	42	over	over	ADP
ajam-184	177	43	years	year	NOUN
ajam-184	177	44	’	'	PUNCT
ajam-184	177	45	differences	difference	NOUN
ajam-184	177	46	.	.	PUNCT
ajam-184	178	1	however	however	ADV
ajam-184	178	2	these	these	DET
ajam-184	178	3	results	result	NOUN
ajam-184	178	4	were	be	AUX
ajam-184	178	5	inconsistent	inconsistent	ADJ
ajam-184	178	6	with	with	ADP
ajam-184	178	7	those	those	PRON
ajam-184	178	8	of	of	ADP
ajam-184	178	9	langyintuo	langyintuo	NOUN
ajam-184	178	10	and	and	CCONJ
ajam-184	178	11	mulugetta	mulugetta	PROPN
ajam-184	178	12	(	(	PUNCT
ajam-184	178	13	2005	2005	NUM
ajam-184	178	14	)	)	PUNCT
ajam-184	178	15	,	,	PUNCT
ajam-184	178	16	rahelizatovo	rahelizatovo	NOUN
ajam-184	178	17	and	and	CCONJ
ajam-184	178	18	gillespie	gillespie	PROPN
ajam-184	178	19	(	(	PUNCT
ajam-184	178	20	2004	2004	NUM
ajam-184	178	21	)	)	PUNCT
ajam-184	178	22	,	,	PUNCT
ajam-184	178	23	barham	barham	PROPN
ajam-184	178	24	et	et	PROPN
ajam-184	178	25	al	al	PROPN
ajam-184	178	26	.	.	PROPN
ajam-184	179	1	(	(	PUNCT
ajam-184	179	2	2004	2004	NUM
ajam-184	179	3	)	)	PUNCT
ajam-184	179	4	,	,	PUNCT
ajam-184	179	5	and	and	CCONJ
ajam-184	179	6	baidu	baidu	NOUN
ajam-184	179	7	-	-	PUNCT
ajam-184	179	8	forson	forson	PROPN
ajam-184	179	9	(	(	PUNCT
ajam-184	179	10	1999	1999	NUM
ajam-184	179	11	)	)	PUNCT
ajam-184	179	12	,	,	PUNCT
ajam-184	179	13	who	who	PRON
ajam-184	179	14	argued	argue	VERB
ajam-184	179	15	before	before	ADP
ajam-184	179	16	that	that	SCONJ
ajam-184	179	17	younger	young	ADJ
ajam-184	179	18	farmers	farmer	NOUN
ajam-184	179	19	are	be	AUX
ajam-184	179	20	more	more	ADV
ajam-184	179	21	receptive	receptive	ADJ
ajam-184	179	22	towards	towards	ADP
ajam-184	179	23	newly	newly	ADV
ajam-184	179	24	introduced	introduce	VERB
ajam-184	179	25	technologies	technology	NOUN
ajam-184	179	26	than	than	ADP
ajam-184	179	27	older	old	ADJ
ajam-184	179	28	farmers	farmer	NOUN
ajam-184	179	29	.	.	PUNCT
ajam-184	180	1	the	the	DET
ajam-184	180	2	effect	effect	NOUN
ajam-184	180	3	of	of	ADP
ajam-184	180	4	household	household	NOUN
ajam-184	180	5	size	size	NOUN
ajam-184	180	6	was	be	AUX
ajam-184	180	7	found	find	VERB
ajam-184	180	8	to	to	PART
ajam-184	180	9	be	be	AUX
ajam-184	180	10	positive	positive	ADJ
ajam-184	180	11	and	and	CCONJ
ajam-184	180	12	significant	significant	ADJ
ajam-184	180	13	suggesting	suggest	VERB
ajam-184	180	14	that	that	SCONJ
ajam-184	180	15	the	the	DET
ajam-184	180	16	larger	large	ADJ
ajam-184	180	17	in	in	ADP
ajam-184	180	18	number	number	NOUN
ajam-184	180	19	of	of	ADP
ajam-184	180	20	persons	person	NOUN
ajam-184	180	21	in	in	ADP
ajam-184	180	22	the	the	DET
ajam-184	180	23	household	household	NOUN
ajam-184	180	24	the	the	PRON
ajam-184	180	25	more	more	ADV
ajam-184	180	26	likely	likely	ADJ
ajam-184	180	27	the	the	DET
ajam-184	180	28	farmer	farmer	NOUN
ajam-184	180	29	is	be	AUX
ajam-184	180	30	willing	willing	ADJ
ajam-184	180	31	to	to	PART
ajam-184	180	32	accept	accept	VERB
ajam-184	180	33	high	high	ADV
ajam-184	180	34	-	-	PUNCT
ajam-184	180	35	yielding	yield	VERB
ajam-184	180	36	variety	variety	NOUN
ajam-184	180	37	in	in	ADP
ajam-184	180	38	striga	striga	ADJ
ajam-184	180	39	infestation	infestation	NOUN
ajam-184	180	40	environment	environment	NOUN
ajam-184	180	41	.	.	PUNCT
ajam-184	181	1	the	the	DET
ajam-184	181	2	interpretation	interpretation	NOUN
ajam-184	181	3	for	for	ADP
ajam-184	181	4	this	this	PRON
ajam-184	181	5	is	be	AUX
ajam-184	181	6	that	that	SCONJ
ajam-184	181	7	the	the	PRON
ajam-184	181	8	bigger	big	ADJ
ajam-184	181	9	the	the	DET
ajam-184	181	10	household	household	NOUN
ajam-184	181	11	size	size	NOUN
ajam-184	181	12	the	the	PRON
ajam-184	181	13	more	more	ADV
ajam-184	181	14	the	the	DET
ajam-184	181	15	farmer	farmer	NOUN
ajam-184	181	16	flexibility	flexibility	NOUN
ajam-184	181	17	in	in	ADP
ajam-184	181	18	their	their	PRON
ajam-184	181	19	decision	decision	NOUN
ajam-184	181	20	making	make	VERB
ajam-184	181	21	certainly	certainly	ADV
ajam-184	181	22	due	due	ADJ
ajam-184	181	23	to	to	ADP
ajam-184	181	24	availability	availability	NOUN
ajam-184	181	25	of	of	ADP
ajam-184	181	26	more	more	ADJ
ajam-184	181	27	labour	labour	NOUN
ajam-184	181	28	to	to	PART
ajam-184	181	29	use	use	VERB
ajam-184	181	30	on	on	ADP
ajam-184	181	31	the	the	DET
ajam-184	181	32	new	new	ADJ
ajam-184	181	33	practices	practice	NOUN
ajam-184	181	34	.	.	PUNCT
ajam-184	182	1	similar	similar	ADJ
ajam-184	182	2	results	result	NOUN
ajam-184	182	3	were	be	AUX
ajam-184	182	4	found	find	VERB
ajam-184	182	5	by	by	ADP
ajam-184	182	6	amsalu	amsalu	PROPN
ajam-184	182	7	and	and	CCONJ
ajam-184	182	8	jan	jan	PROPN
ajam-184	182	9	de	de	X
ajam-184	182	10	(	(	PUNCT
ajam-184	182	11	2007	2007	NUM
ajam-184	182	12	)	)	PUNCT
ajam-184	182	13	who	who	PRON
ajam-184	182	14	stated	state	VERB
ajam-184	182	15	that	that	SCONJ
ajam-184	182	16	the	the	DET
ajam-184	182	17	household	household	NOUN
ajam-184	182	18	size	size	NOUN
ajam-184	182	19	had	have	VERB
ajam-184	182	20	a	a	DET
ajam-184	182	21	significant	significant	ADJ
ajam-184	182	22	and	and	CCONJ
ajam-184	182	23	positive	positive	ADJ
ajam-184	182	24	effect	effect	NOUN
ajam-184	182	25	on	on	ADP
ajam-184	182	26	determinants	determinant	NOUN
ajam-184	182	27	of	of	ADP
ajam-184	182	28	adoption	adoption	NOUN
ajam-184	182	29	and	and	CCONJ
ajam-184	182	30	continued	continue	VERB
ajam-184	182	31	use	use	NOUN
ajam-184	182	32	of	of	ADP
ajam-184	182	33	stone	stone	NOUN
ajam-184	182	34	terraces	terrace	NOUN
ajam-184	182	35	for	for	ADP
ajam-184	182	36	soil	soil	NOUN
ajam-184	182	37	and	and	CCONJ
ajam-184	182	38	water	water	NOUN
ajam-184	182	39	conservation	conservation	NOUN
ajam-184	182	40	in	in	ADP
ajam-184	182	41	an	an	DET
ajam-184	182	42	ethiopian	ethiopian	PROPN
ajam-184	182	43	highland	highland	PROPN
ajam-184	182	44	watershed	watershed	PROPN
ajam-184	182	45	.	.	PUNCT
ajam-184	183	1	membership	membership	NOUN
ajam-184	183	2	to	to	ADP
ajam-184	183	3	a	a	DET
ajam-184	183	4	social	social	ADJ
ajam-184	183	5	group	group	NOUN
ajam-184	183	6	which	which	PRON
ajam-184	183	7	assessed	assess	VERB
ajam-184	183	8	whether	whether	SCONJ
ajam-184	183	9	the	the	DET
ajam-184	183	10	farmer	farmer	NOUN
ajam-184	183	11	or	or	CCONJ
ajam-184	183	12	household	household	NOUN
ajam-184	183	13	is	be	AUX
ajam-184	183	14	part	part	NOUN
ajam-184	183	15	of	of	ADP
ajam-184	183	16	a	a	DET
ajam-184	183	17	community	community	NOUN
ajam-184	183	18	organization	organization	NOUN
ajam-184	183	19	or	or	CCONJ
ajam-184	183	20	cooperative	cooperative	NOUN
ajam-184	183	21	was	be	AUX
ajam-184	183	22	found	find	VERB
ajam-184	183	23	to	to	PART
ajam-184	183	24	be	be	AUX
ajam-184	183	25	positively	positively	ADV
ajam-184	183	26	and	and	CCONJ
ajam-184	183	27	significantly	significantly	ADV
ajam-184	183	28	associated	associate	VERB
ajam-184	183	29	with	with	ADP
ajam-184	183	30	a	a	DET
ajam-184	183	31	higher	high	ADJ
ajam-184	183	32	probability	probability	NOUN
ajam-184	183	33	of	of	ADP
ajam-184	183	34	adopting	adopt	VERB
ajam-184	183	35	irm	irm	PROPN
ajam-184	183	36	.	.	PUNCT
ajam-184	184	1	this	this	PRON
ajam-184	184	2	agrees	agree	VERB
ajam-184	184	3	with	with	ADP
ajam-184	184	4	walton	walton	PROPN
ajam-184	184	5	et	et	PROPN
ajam-184	184	6	al	al	PROPN
ajam-184	184	7	.	.	PROPN
ajam-184	185	1	(	(	PUNCT
ajam-184	185	2	1969	1969	NUM
ajam-184	185	3	)	)	PUNCT
ajam-184	185	4	that	that	SCONJ
ajam-184	185	5	the	the	DET
ajam-184	185	6	most	most	ADV
ajam-184	185	7	important	important	ADJ
ajam-184	185	8	issue	issue	NOUN
ajam-184	185	9	in	in	ADP
ajam-184	185	10	adopting	adopt	VERB
ajam-184	185	11	a	a	DET
ajam-184	185	12	new	new	ADJ
ajam-184	185	13	technology	technology	NOUN
ajam-184	185	14	is	be	AUX
ajam-184	185	15	group	group	NOUN
ajam-184	185	16	unity	unity	NOUN
ajam-184	185	17	.	.	PUNCT
ajam-184	186	1	such	such	ADJ
ajam-184	186	2	unity	unity	NOUN
ajam-184	186	3	is	be	AUX
ajam-184	186	4	attributed	attribute	VERB
ajam-184	186	5	to	to	ADP
ajam-184	186	6	a	a	DET
ajam-184	186	7	spirit	spirit	NOUN
ajam-184	186	8	of	of	ADP
ajam-184	186	9	teamwork	teamwork	NOUN
ajam-184	186	10	table	table	NOUN
ajam-184	186	11	2	2	NUM
ajam-184	186	12	.	.	PUNCT
ajam-184	186	13	maximum	maximum	ADJ
ajam-184	186	14	likelihood	likelihood	NOUN
ajam-184	186	15	estimates	estimate	NOUN
ajam-184	186	16	for	for	ADP
ajam-184	186	17	the	the	DET
ajam-184	186	18	joint	joint	ADJ
ajam-184	186	19	tobit	tobit	NOUN
ajam-184	186	20	and	and	CCONJ
ajam-184	186	21	hurdle	hurdle	NOUN
ajam-184	186	22	models	model	NOUN
ajam-184	186	23	.	.	PUNCT
ajam-184	187	1	model	model	NOUN
ajam-184	187	2	specification	specification	PROPN
ajam-184	187	3	joint	joint	ADJ
ajam-184	187	4	double	double	ADJ
ajam-184	187	5	-	-	PUNCT
ajam-184	187	6	hurdle	hurdle	NOUN
ajam-184	187	7	tobit	tobit	NOUN
ajam-184	187	8	probit	probit	NOUN
ajam-184	187	9	truncated	truncate	VERB
ajam-184	187	10	dependent	dependent	ADJ
ajam-184	187	11	variable	variable	ADJ
ajam-184	187	12	area	area	NOUN
ajam-184	187	13	planted	plant	VERB
ajam-184	187	14	of	of	ADP
ajam-184	187	15	irm	irm	PROPN
ajam-184	187	16	dummy	dummy	NOUN
ajam-184	187	17	=	=	PUNCT
ajam-184	187	18	1	1	NUM
ajam-184	187	19	if	if	SCONJ
ajam-184	187	20	irm	irm	PROPN
ajam-184	187	21	adopted	adopt	VERB
ajam-184	187	22	area	area	NOUN
ajam-184	187	23	planted	plant	VERB
ajam-184	187	24	of	of	ADP
ajam-184	187	25	irm	irm	PROPN
ajam-184	187	26	variable	variable	PROPN
ajam-184	187	27	coefficient	coefficient	PROPN
ajam-184	187	28	coefficient	coefficient	NOUN
ajam-184	187	29	coefficient	coefficient	NOUN
ajam-184	187	30	age	age	NOUN
ajam-184	187	31	of	of	ADP
ajam-184	187	32	the	the	DET
ajam-184	187	33	hhh	hhh	PROPN
ajam-184	187	34	0.0129	0.0129	NUM
ajam-184	187	35	*	*	PUNCT
ajam-184	187	36	*	*	PUNCT
ajam-184	187	37	*	*	PUNCT
ajam-184	187	38	0.0635	0.0635	NUM
ajam-184	187	39	*	*	PUNCT
ajam-184	187	40	*	*	PUNCT
ajam-184	187	41	*	*	PUNCT
ajam-184	187	42	0.0005	0.0005	NUM
ajam-184	187	43	gender	gender	NOUN
ajam-184	187	44	of	of	ADP
ajam-184	187	45	hhh	hhh	PROPN
ajam-184	187	46	(	(	PUNCT
ajam-184	187	47	male=1	male=1	NOUN
ajam-184	187	48	)	)	PUNCT
ajam-184	187	49	-0.0741	-0.0741	PROPN
ajam-184	187	50	*	*	PUNCT
ajam-184	187	51	*	*	PUNCT
ajam-184	187	52	-0.2380	-0.2380	NOUN
ajam-184	187	53	-0.0120	-0.0120	PUNCT
ajam-184	188	1	hhh	hhh	X
ajam-184	188	2	education	education	NOUN
ajam-184	188	3	1	1	NUM
ajam-184	188	4	-	-	SYM
ajam-184	188	5	4	4	NUM
ajam-184	188	6	years	year	NOUN
ajam-184	188	7	(	(	PUNCT
ajam-184	188	8	yes=1	yes=1	INTJ
ajam-184	188	9	)	)	PUNCT
ajam-184	188	10	-0.1118	-0.1118	NOUN
ajam-184	189	1	-0.9284	-0.9284	NOUN
ajam-184	190	1	0.2132	0.2132	NUM
ajam-184	190	2	hhh	hhh	NOUN
ajam-184	190	3	education	education	NOUN
ajam-184	190	4	5	5	NUM
ajam-184	190	5	-	-	SYM
ajam-184	190	6	8	8	NUM
ajam-184	190	7	years	year	NOUN
ajam-184	190	8	(	(	PUNCT
ajam-184	190	9	yes=1	yes=1	INTJ
ajam-184	190	10	)	)	PUNCT
ajam-184	190	11	0.1361	0.1361	NUM
ajam-184	190	12	0.1802	0.1802	NUM
ajam-184	190	13	0.2366	0.2366	NUM
ajam-184	190	14	hhh	hhh	NUM
ajam-184	190	15	education	education	NOUN
ajam-184	190	16	greater	great	ADJ
ajam-184	190	17	than	than	ADP
ajam-184	190	18	8	8	NUM
ajam-184	190	19	years	year	NOUN
ajam-184	190	20	(	(	PUNCT
ajam-184	190	21	yes=1	yes=1	INTJ
ajam-184	190	22	)	)	PUNCT
ajam-184	190	23	0.4140	0.4140	NUM
ajam-184	190	24	*	*	PUNCT
ajam-184	190	25	*	*	PUNCT
ajam-184	190	26	1.5767	1.5767	NUM
ajam-184	190	27	0.2544	0.2544	NUM
ajam-184	190	28	hh	hh	NOUN
ajam-184	190	29	size	size	NOUN
ajam-184	190	30	0.0377	0.0377	NUM
ajam-184	190	31	*	*	PUNCT
ajam-184	190	32	*	*	PUNCT
ajam-184	190	33	*	*	PUNCT
ajam-184	190	34	0.0901	0.0901	NUM
ajam-184	190	35	*	*	PUNCT
ajam-184	190	36	*	*	PUNCT
ajam-184	190	37	*	*	PUNCT
ajam-184	190	38	0.0380	0.0380	PUNCT
ajam-184	190	39	*	*	PUNCT
ajam-184	190	40	*	*	PUNCT
ajam-184	190	41	*	*	PUNCT
ajam-184	190	42	farm	farm	NOUN
ajam-184	190	43	size	size	NOUN
ajam-184	190	44	-0.0010	-0.0010	NOUN
ajam-184	190	45	-0.0052	-0.0052	PROPN
ajam-184	191	1	0.0160	0.0160	NUM
ajam-184	191	2	gap	gap	NOUN
ajam-184	191	3	between	between	ADP
ajam-184	191	4	maize	maize	NOUN
ajam-184	191	5	production	production	NOUN
ajam-184	191	6	and	and	CCONJ
ajam-184	191	7	consumption	consumption	NOUN
ajam-184	191	8	per	per	ADP
ajam-184	191	9	capita	capita	NOUN
ajam-184	191	10	0.0001	0.0001	NUM
ajam-184	191	11	*	*	PUNCT
ajam-184	191	12	*	*	PUNCT
ajam-184	191	13	*	*	NOUN
ajam-184	191	14	0.0000	0.0000	NUM
ajam-184	191	15	0.0002	0.0002	NUM
ajam-184	191	16	*	*	PUNCT
ajam-184	191	17	*	*	PUNCT
ajam-184	191	18	*	*	PUNCT
ajam-184	191	19	membership	membership	NOUN
ajam-184	191	20	to	to	ADP
ajam-184	191	21	social	social	ADJ
ajam-184	191	22	group	group	NOUN
ajam-184	191	23	(	(	PUNCT
ajam-184	191	24	yes-1	yes-1	NOUN
ajam-184	191	25	)	)	PUNCT
ajam-184	191	26	0.0769	0.0769	NOUN
ajam-184	191	27	*	*	PUNCT
ajam-184	191	28	*	*	PUNCT
ajam-184	192	1	0.3545	0.3545	NUM
ajam-184	192	2	*	*	PUNCT
ajam-184	192	3	*	*	PUNCT
ajam-184	192	4	0.0035	0.0035	NUM
ajam-184	192	5	access	access	NOUN
ajam-184	192	6	to	to	ADP
ajam-184	192	7	extension	extension	NOUN
ajam-184	192	8	services	service	NOUN
ajam-184	192	9	(	(	PUNCT
ajam-184	192	10	yes=1	yes=1	INTJ
ajam-184	192	11	)	)	PUNCT
ajam-184	192	12	0.1017	0.1017	NUM
ajam-184	192	13	*	*	PUNCT
ajam-184	192	14	*	*	PUNCT
ajam-184	192	15	*	*	PUNCT
ajam-184	192	16	0.4486	0.4486	NUM
ajam-184	192	17	*	*	PUNCT
ajam-184	192	18	*	*	PUNCT
ajam-184	192	19	*	*	PUNCT
ajam-184	192	20	0.0602	0.0602	NUM
ajam-184	192	21	*	*	PUNCT
ajam-184	192	22	*	*	PUNCT
ajam-184	192	23	*	*	PUNCT
ajam-184	192	24	perception	perception	NOUN
ajam-184	192	25	towards	towards	ADP
ajam-184	192	26	irm	irm	PROPN
ajam-184	192	27	for	for	ADP
ajam-184	192	28	striga	striga	PROPN
ajam-184	192	29	control	control	VERB
ajam-184	192	30	0.2715	0.2715	NUM
ajam-184	192	31	*	*	PUNCT
ajam-184	192	32	*	*	PUNCT
ajam-184	192	33	*	*	PUNCT
ajam-184	193	1	1.3262	1.3262	NUM
ajam-184	193	2	*	*	PUNCT
ajam-184	193	3	*	*	PUNCT
ajam-184	193	4	*	*	NOUN
ajam-184	193	5	-0.0908	-0.0908	X
ajam-184	193	6	*	*	PUNCT
ajam-184	193	7	*	*	PUNCT
ajam-184	193	8	constant	constant	ADJ
ajam-184	193	9	-1.4336	-1.4336	NOUN
ajam-184	193	10	*	*	PUNCT
ajam-184	193	11	*	*	PUNCT
ajam-184	193	12	*	*	NOUN
ajam-184	193	13	-6.0134	-6.0134	NOUN
ajam-184	193	14	*	*	PUNCT
ajam-184	193	15	*	*	PUNCT
ajam-184	193	16	*	*	PUNCT
ajam-184	193	17	-0.2328	-0.2328	PROPN
ajam-184	193	18	model	model	NOUN
ajam-184	193	19	summary	summary	NOUN
ajam-184	193	20	number	number	NOUN
ajam-184	193	21	of	of	ADP
ajam-184	193	22	observations	observation	NOUN
ajam-184	193	23	573	573	NUM
ajam-184	193	24	573	573	NUM
ajam-184	193	25	169	169	NUM
ajam-184	193	26	log	log	NOUN
ajam-184	193	27	-	-	PUNCT
ajam-184	193	28	likelihood	likelihood	NOUN
ajam-184	193	29	-141.54089	-141.54089	NOUN
ajam-184	193	30	-231.29402	-231.29402	PROPN
ajam-184	193	31	196.83067	196.83067	NUM
ajam-184	193	32	lr	lr	PROPN
ajam-184	193	33	chi2(11),wald	chi2(11),wald	PROPN
ajam-184	193	34	chi2	chi2	PROPN
ajam-184	193	35	(	(	PUNCT
ajam-184	193	36	11	11	NUM
ajam-184	193	37	)	)	PUNCT
ajam-184	193	38	233.21	233.21	NUM
ajam-184	193	39	232.48	232.48	NUM
ajam-184	193	40	364.27	364.27	NUM
ajam-184	193	41	prob	prob	NOUN
ajam-184	193	42	>	>	X
ajam-184	193	43	chi2	chi2	PROPN
ajam-184	194	1	0.0000	0.0000	NUM
ajam-184	194	2	0.0000	0.0000	NUM
ajam-184	194	3	0.0000	0.0000	NUM
ajam-184	194	4	aic	aic	PROPN
ajam-184	194	5	(	(	PUNCT
ajam-184	194	6	-log	-log	NOUN
ajam-184	194	7	-	-	PUNCT
ajam-184	194	8	l	l	NOUN
ajam-184	194	9	+	+	CCONJ
ajam-184	194	10	k	k	NOUN
ajam-184	194	11	/	/	SYM
ajam-184	194	12	n	n	CCONJ
ajam-184	194	13	)	)	PUNCT
ajam-184	194	14	0.27	0.27	NUM
ajam-184	194	15	-1.09	-1.09	NOUN
ajam-184	194	16	lr	lr	X
ajam-184	194	17	test	test	NOUN
ajam-184	194	18	for	for	ADP
ajam-184	194	19	tobit	tobit	NOUN
ajam-184	194	20	vs.	vs.	ADP
ajam-184	194	21	truncated	truncated	ADJ
ajam-184	194	22	regression	regression	NOUN
ajam-184	194	23	214.16	214.16	NUM
ajam-184	194	24	(	(	PUNCT
ajam-184	194	25	0.0000	0.0000	NUM
ajam-184	194	26	)	)	PUNCT
ajam-184	194	27	*	*	NOUN
ajam-184	194	28	,	,	PUNCT
ajam-184	194	29	*	*	PUNCT
ajam-184	194	30	*	*	PUNCT
ajam-184	194	31	,	,	PUNCT
ajam-184	194	32	*	*	PUNCT
ajam-184	194	33	*	*	NOUN
ajam-184	194	34	*	*	NOUN
ajam-184	194	35	coefficients	coefficient	NOUN
ajam-184	194	36	are	be	AUX
ajam-184	194	37	significantly	significantly	ADV
ajam-184	194	38	different	different	ADJ
ajam-184	194	39	from	from	ADP
ajam-184	194	40	zero	zero	NUM
ajam-184	194	41	at	at	ADP
ajam-184	194	42	the	the	DET
ajam-184	194	43	99	99	NUM
ajam-184	194	44	%	%	NOUN
ajam-184	194	45	(	(	PUNCT
ajam-184	194	46	*	*	PUNCT
ajam-184	194	47	*	*	PUNCT
ajam-184	194	48	*	*	PUNCT
ajam-184	194	49	)	)	PUNCT
ajam-184	194	50	,	,	PUNCT
ajam-184	194	51	95	95	NUM
ajam-184	194	52	%	%	NOUN
ajam-184	194	53	(	(	PUNCT
ajam-184	194	54	*	*	NOUN
ajam-184	194	55	*	*	PUNCT
ajam-184	194	56	)	)	PUNCT
ajam-184	194	57	and	and	CCONJ
ajam-184	194	58	90	90	NUM
ajam-184	194	59	%	%	NOUN
ajam-184	194	60	(	(	PUNCT
ajam-184	194	61	*	*	NOUN
ajam-184	194	62	)	)	PUNCT
ajam-184	194	63	confidence	confidence	NOUN
ajam-184	194	64	levels	level	NOUN
ajam-184	194	65	,	,	PUNCT
ajam-184	194	66	respectively	respectively	ADV
ajam-184	194	67	.	.	PUNCT
ajam-184	195	1	and	and	CCONJ
ajam-184	195	2	cooperation	cooperation	NOUN
ajam-184	195	3	where	where	SCONJ
ajam-184	195	4	there	there	PRON
ajam-184	195	5	is	be	VERB
ajam-184	195	6	communication	communication	NOUN
ajam-184	195	7	.	.	PUNCT
ajam-184	196	1	membership	membership	NOUN
ajam-184	196	2	to	to	ADP
ajam-184	196	3	a	a	DET
ajam-184	196	4	group	group	NOUN
ajam-184	196	5	may	may	AUX
ajam-184	196	6	enable	enable	VERB
ajam-184	196	7	farmers	farmer	NOUN
ajam-184	196	8	to	to	PART
ajam-184	196	9	learn	learn	VERB
ajam-184	196	10	about	about	ADP
ajam-184	196	11	a	a	DET
ajam-184	196	12	technology	technology	NOUN
ajam-184	196	13	via	via	ADP
ajam-184	196	14	other	other	ADJ
ajam-184	196	15	farmers	farmer	NOUN
ajam-184	196	16	and	and	CCONJ
ajam-184	196	17	from	from	ADP
ajam-184	196	18	other	other	ADJ
ajam-184	196	19	development	development	NOUN
ajam-184	196	20	agencies	agency	NOUN
ajam-184	196	21	(	(	PUNCT
ajam-184	196	22	nkamleu	nkamleu	PROPN
ajam-184	196	23	,	,	PUNCT
ajam-184	196	24	2007	2007	NUM
ajam-184	196	25	)	)	PUNCT
ajam-184	196	26	.	.	PUNCT
ajam-184	197	1	information	information	NOUN
ajam-184	197	2	flow	flow	NOUN
ajam-184	197	3	between	between	ADP
ajam-184	197	4	members	member	NOUN
ajam-184	197	5	of	of	ADP
ajam-184	197	6	farmer	farmer	NOUN
ajam-184	197	7	groups	group	NOUN
ajam-184	197	8	is	be	AUX
ajam-184	197	9	usually	usually	ADV
ajam-184	197	10	very	very	ADV
ajam-184	197	11	rapid	rapid	ADJ
ajam-184	197	12	and	and	CCONJ
ajam-184	197	13	important	important	ADJ
ajam-184	197	14	.	.	PUNCT
ajam-184	198	1	farmer	farmer	NOUN
ajam-184	198	2	groups	group	NOUN
ajam-184	198	3	give	give	VERB
ajam-184	198	4	their	their	PRON
ajam-184	198	5	members	member	NOUN
ajam-184	198	6	a	a	DET
ajam-184	198	7	wider	wide	ADJ
ajam-184	198	8	opportunity	opportunity	NOUN
ajam-184	198	9	for	for	ADP
ajam-184	198	10	educating	educate	VERB
ajam-184	198	11	each	each	DET
ajam-184	198	12	other	other	ADJ
ajam-184	198	13	.	.	PUNCT
ajam-184	199	1	higher	high	ADJ
ajam-184	199	2	interactions	interaction	NOUN
ajam-184	199	3	among	among	ADP
ajam-184	199	4	members	member	NOUN
ajam-184	199	5	of	of	ADP
ajam-184	199	6	a	a	DET
ajam-184	199	7	group	group	NOUN
ajam-184	199	8	increase	increase	NOUN
ajam-184	199	9	chances	chance	NOUN
ajam-184	199	10	to	to	PART
ajam-184	199	11	widen	widen	VERB
ajam-184	199	12	understanding	understanding	NOUN
ajam-184	199	13	of	of	ADP
ajam-184	199	14	new	new	ADJ
ajam-184	199	15	technologies	technology	NOUN
ajam-184	199	16	and	and	CCONJ
ajam-184	199	17	their	their	PRON
ajam-184	199	18	advantages	advantage	NOUN
ajam-184	199	19	.	.	PUNCT
ajam-184	200	1	these	these	DET
ajam-184	200	2	results	result	NOUN
ajam-184	200	3	underscore	underscore	VERB
ajam-184	200	4	the	the	DET
ajam-184	200	5	importance	importance	NOUN
ajam-184	200	6	of	of	ADP
ajam-184	200	7	social	social	ADJ
ajam-184	200	8	capital	capital	NOUN
ajam-184	200	9	in	in	ADP
ajam-184	200	10	accessing	access	VERB
ajam-184	200	11	new	new	ADJ
ajam-184	200	12	technologies	technology	NOUN
ajam-184	200	13	by	by	ADP
ajam-184	200	14	the	the	DET
ajam-184	200	15	poor	poor	ADJ
ajam-184	200	16	smallholder	smallholder	NOUN
ajam-184	200	17	farmers	farmer	NOUN
ajam-184	200	18	.	.	PUNCT
ajam-184	201	1	access	access	NOUN
ajam-184	201	2	to	to	ADP
ajam-184	201	3	extension	extension	NOUN
ajam-184	201	4	services	service	NOUN
ajam-184	201	5	was	be	AUX
ajam-184	201	6	found	find	VERB
ajam-184	201	7	positively	positively	ADV
ajam-184	201	8	significant	significant	ADJ
ajam-184	201	9	,	,	PUNCT
ajam-184	201	10	which	which	PRON
ajam-184	201	11	implies	imply	VERB
ajam-184	201	12	that	that	SCONJ
ajam-184	201	13	the	the	DET
ajam-184	201	14	contact	contact	NOUN
ajam-184	201	15	with	with	ADP
ajam-184	201	16	an	an	DET
ajam-184	201	17	extension	extension	NOUN
ajam-184	201	18	agent	agent	NOUN
ajam-184	201	19	is	be	AUX
ajam-184	201	20	necessary	necessary	ADJ
ajam-184	201	21	to	to	PART
ajam-184	201	22	enhance	enhance	VERB
ajam-184	201	23	the	the	DET
ajam-184	201	24	rate	rate	NOUN
ajam-184	201	25	of	of	ADP
ajam-184	201	26	adoption	adoption	NOUN
ajam-184	201	27	.	.	PUNCT
ajam-184	202	1	as	as	SCONJ
ajam-184	202	2	extension	extension	NOUN
ajam-184	202	3	services	service	NOUN
ajam-184	202	4	popularize	popularize	VERB
ajam-184	202	5	the	the	DET
ajam-184	202	6	innovation	innovation	NOUN
ajam-184	202	7	by	by	ADP
ajam-184	202	8	providing	provide	VERB
ajam-184	202	9	necessary	necessary	ADJ
ajam-184	202	10	information	information	NOUN
ajam-184	202	11	,	,	PUNCT
ajam-184	202	12	appropriate	appropriate	ADJ
ajam-184	202	13	knowledge	knowledge	NOUN
ajam-184	202	14	and	and	CCONJ
ajam-184	202	15	special	special	ADJ
ajam-184	202	16	skills	skill	NOUN
ajam-184	202	17	,	,	PUNCT
ajam-184	202	18	they	they	PRON
ajam-184	202	19	enable	enable	VERB
ajam-184	202	20	farmers	farmer	NOUN
ajam-184	202	21	to	to	PART
ajam-184	202	22	apply	apply	VERB
ajam-184	202	23	innovation	innovation	NOUN
ajam-184	202	24	.	.	PUNCT
ajam-184	203	1	majority	majority	NOUN
ajam-184	203	2	of	of	ADP
ajam-184	203	3	the	the	DET
ajam-184	203	4	farmers	farmer	NOUN
ajam-184	203	5	in	in	ADP
ajam-184	203	6	western	western	ADJ
ajam-184	203	7	kenya	kenya	PROPN
ajam-184	203	8	have	have	AUX
ajam-184	203	9	not	not	PART
ajam-184	203	10	been	be	AUX
ajam-184	203	11	able	able	ADJ
ajam-184	203	12	to	to	PART
ajam-184	203	13	obtain	obtain	VERB
ajam-184	203	14	technological	technological	ADJ
ajam-184	203	15	information	information	NOUN
ajam-184	203	16	due	due	ADP
ajam-184	203	17	to	to	ADP
ajam-184	203	18	lack	lack	NOUN
ajam-184	203	19	of	of	ADP
ajam-184	203	20	know	know	NOUN
ajam-184	203	21	-	-	PUNCT
ajam-184	203	22	how	how	NOUN
ajam-184	203	23	,	,	PUNCT
ajam-184	203	24	access	access	NOUN
ajam-184	203	25	to	to	ADP
ajam-184	203	26	communication	communication	NOUN
ajam-184	203	27	media	medium	NOUN
ajam-184	203	28	and	and	CCONJ
ajam-184	203	29	technical	technical	ADJ
ajam-184	203	30	training	training	NOUN
ajam-184	203	31	.	.	PUNCT
ajam-184	204	1	this	this	DET
ajam-184	204	2	finding	finding	NOUN
ajam-184	204	3	is	be	AUX
ajam-184	204	4	in	in	ADP
ajam-184	204	5	conformity	conformity	NOUN
ajam-184	204	6	with	with	ADP
ajam-184	204	7	other	other	ADJ
ajam-184	204	8	studies	study	NOUN
ajam-184	204	9	(	(	PUNCT
ajam-184	204	10	abebaw	abebaw	ADJ
ajam-184	204	11	and	and	CCONJ
ajam-184	204	12	belay	belay	NOUN
ajam-184	204	13	,	,	PUNCT
ajam-184	204	14	2001	2001	NUM
ajam-184	204	15	)	)	PUNCT
ajam-184	204	16	.	.	PUNCT
ajam-184	205	1	likewise	likewise	ADV
ajam-184	205	2	adesina	adesina	PROPN
ajam-184	205	3	et	et	PROPN
ajam-184	205	4	al	al	PROPN
ajam-184	205	5	.	.	PROPN
ajam-184	206	1	(	(	PUNCT
ajam-184	206	2	2000	2000	NUM
ajam-184	206	3	)	)	PUNCT
ajam-184	206	4	found	find	VERB
ajam-184	206	5	that	that	SCONJ
ajam-184	206	6	the	the	DET
ajam-184	206	7	probability	probability	NOUN
ajam-184	206	8	of	of	ADP
ajam-184	206	9	adoption	adoption	NOUN
ajam-184	206	10	is	be	AUX
ajam-184	206	11	also	also	ADV
ajam-184	206	12	higher	high	ADJ
ajam-184	206	13	for	for	ADP
ajam-184	206	14	farmers	farmer	NOUN
ajam-184	206	15	organized	organize	VERB
ajam-184	206	16	in	in	ADP
ajam-184	206	17	groups	group	NOUN
ajam-184	206	18	.	.	PUNCT
ajam-184	207	1	the	the	DET
ajam-184	207	2	decision	decision	NOUN
ajam-184	207	3	to	to	PART
ajam-184	207	4	adopt	adopt	VERB
ajam-184	207	5	is	be	AUX
ajam-184	207	6	also	also	ADV
ajam-184	207	7	influenced	influence	VERB
ajam-184	207	8	by	by	ADP
ajam-184	207	9	farmers	farmer	NOUN
ajam-184	207	10	subjective	subjective	ADJ
ajam-184	207	11	perceptions	perception	NOUN
ajam-184	207	12	of	of	ADP
ajam-184	207	13	the	the	DET
ajam-184	207	14	characteristics	characteristic	NOUN
ajam-184	207	15	of	of	ADP
ajam-184	207	16	new	new	ADJ
ajam-184	207	17	agricultural	agricultural	ADJ
ajam-184	207	18	technologies	technology	NOUN
ajam-184	207	19	as	as	ADP
ajam-184	207	20	found	find	VERB
ajam-184	207	21	adesina	adesina	NOUN
ajam-184	207	22	and	and	CCONJ
ajam-184	207	23	baiduforson	baiduforson	PROPN
ajam-184	207	24	(	(	PUNCT
ajam-184	207	25	1995	1995	NUM
ajam-184	207	26	)	)	PUNCT
ajam-184	207	27	.	.	PUNCT
ajam-184	208	1	perception	perception	NOUN
ajam-184	208	2	towards	towards	ADP
ajam-184	208	3	irm	irm	PROPN
ajam-184	208	4	for	for	ADP
ajam-184	208	5	striga	striga	ADJ
ajam-184	208	6	control	control	NOUN
ajam-184	208	7	is	be	AUX
ajam-184	208	8	positively	positively	ADV
ajam-184	208	9	and	and	CCONJ
ajam-184	208	10	significantly	significantly	ADV
ajam-184	208	11	associated	associate	VERB
ajam-184	208	12	with	with	ADP
ajam-184	208	13	a	a	DET
ajam-184	208	14	great	great	ADJ
ajam-184	208	15	likelihood	likelihood	NOUN
ajam-184	208	16	of	of	ADP
ajam-184	208	17	adopting	adopt	VERB
ajam-184	208	18	irm	irm	PROPN
ajam-184	208	19	having	have	VERB
ajam-184	208	20	in	in	ADP
ajam-184	208	21	mind	mind	NOUN
ajam-184	208	22	the	the	DET
ajam-184	208	23	yield	yield	NOUN
ajam-184	208	24	performance	performance	NOUN
ajam-184	208	25	that	that	PRON
ajam-184	208	26	will	will	AUX
ajam-184	208	27	be	be	AUX
ajam-184	208	28	generated	generate	VERB
ajam-184	208	29	from	from	ADP
ajam-184	208	30	irm	irm	PROPN
ajam-184	208	31	.	.	PUNCT
ajam-184	209	1	positive	positive	ADJ
ajam-184	209	2	perception	perception	NOUN
ajam-184	209	3	increases	increase	VERB
ajam-184	209	4	the	the	DET
ajam-184	209	5	probability	probability	NOUN
ajam-184	209	6	of	of	ADP
ajam-184	209	7	adoption	adoption	NOUN
ajam-184	209	8	(	(	PUNCT
ajam-184	209	9	ostlund	ostlund	ADJ
ajam-184	209	10	,	,	PUNCT
ajam-184	209	11	1974	1974	NUM
ajam-184	209	12	)	)	PUNCT
ajam-184	209	13	.	.	PUNCT
ajam-184	210	1	farmers	farmer	NOUN
ajam-184	210	2	who	who	PRON
ajam-184	210	3	perceived	perceive	VERB
ajam-184	210	4	the	the	DET
ajam-184	210	5	technology	technology	NOUN
ajam-184	210	6	as	as	ADP
ajam-184	210	7	beneficial	beneficial	ADJ
ajam-184	210	8	to	to	ADP
ajam-184	210	9	them	they	PRON
ajam-184	210	10	would	would	AUX
ajam-184	210	11	adopt	adopt	VERB
ajam-184	210	12	it	it	PRON
ajam-184	210	13	more	more	ADV
ajam-184	210	14	than	than	ADP
ajam-184	210	15	those	those	PRON
ajam-184	210	16	whose	whose	DET
ajam-184	210	17	perception	perception	NOUN
ajam-184	210	18	is	be	AUX
ajam-184	210	19	negative	negative	ADJ
ajam-184	210	20	or	or	CCONJ
ajam-184	210	21	indifferent	indifferent	ADJ
ajam-184	210	22	.	.	PUNCT
ajam-184	211	1	determinants	determinant	NOUN
ajam-184	211	2	of	of	ADP
ajam-184	211	3	extent	extent	NOUN
ajam-184	211	4	of	of	ADP
ajam-184	211	5	adoption	adoption	NOUN
ajam-184	211	6	the	the	DET
ajam-184	211	7	estimated	estimate	VERB
ajam-184	211	8	results	result	NOUN
ajam-184	211	9	for	for	ADP
ajam-184	211	10	dh	dh	NOUN
ajam-184	211	11	and	and	CCONJ
ajam-184	211	12	tobit	tobit	NOUN
ajam-184	211	13	models	model	NOUN
ajam-184	211	14	on	on	ADP
ajam-184	211	15	adoption	adoption	NOUN
ajam-184	211	16	of	of	ADP
ajam-184	211	17	irm	irm	PROPN
ajam-184	211	18	in	in	ADP
ajam-184	211	19	western	western	ADJ
ajam-184	211	20	kenya	kenya	PROPN
ajam-184	211	21	are	be	AUX
ajam-184	211	22	presented	present	VERB
ajam-184	211	23	in	in	ADP
ajam-184	211	24	table	table	NOUN
ajam-184	211	25	2	2	NUM
ajam-184	211	26	.	.	PUNCT
ajam-184	212	1	the	the	DET
ajam-184	212	2	tobit	tobit	NOUN
ajam-184	212	3	model	model	NOUN
ajam-184	212	4	results	result	NOUN
ajam-184	212	5	have	have	AUX
ajam-184	212	6	been	be	AUX
ajam-184	212	7	presented	present	VERB
ajam-184	212	8	for	for	ADP
ajam-184	212	9	comparison	comparison	NOUN
ajam-184	212	10	.	.	PUNCT
ajam-184	213	1	the	the	DET
ajam-184	213	2	results	result	NOUN
ajam-184	213	3	from	from	ADP
ajam-184	213	4	the	the	DET
ajam-184	213	5	two	two	NUM
ajam-184	213	6	models	model	NOUN
ajam-184	213	7	were	be	AUX
ajam-184	213	8	comparable	comparable	ADJ
ajam-184	213	9	which	which	PRON
ajam-184	213	10	show	show	VERB
ajam-184	213	11	the	the	DET
ajam-184	213	12	robustness	robustness	NOUN
ajam-184	213	13	of	of	ADP
ajam-184	213	14	our	our	PRON
ajam-184	213	15	results	result	NOUN
ajam-184	213	16	to	to	PART
ajam-184	213	17	model	model	NOUN
ajam-184	213	18	specification	specification	NOUN
ajam-184	213	19	.	.	PUNCT
ajam-184	214	1	all	all	DET
ajam-184	214	2	the	the	DET
ajam-184	214	3	statistically	statistically	ADV
ajam-184	214	4	significant	significant	ADJ
ajam-184	214	5	variables	variable	NOUN
ajam-184	214	6	except	except	SCONJ
ajam-184	214	7	the	the	DET
ajam-184	214	8	perception	perception	NOUN
ajam-184	214	9	towards	towards	ADP
ajam-184	214	10	the	the	DET
ajam-184	214	11	technology	technology	NOUN
ajam-184	214	12	for	for	ADP
ajam-184	214	13	striga	striga	ADJ
ajam-184	214	14	control	control	NOUN
ajam-184	214	15	had	have	VERB
ajam-184	214	16	the	the	DET
ajam-184	214	17	same	same	ADJ
ajam-184	214	18	directional	directional	ADJ
ajam-184	214	19	effects	effect	NOUN
ajam-184	214	20	in	in	ADP
ajam-184	214	21	all	all	PRON
ajam-184	214	22	of	of	ADP
ajam-184	214	23	the	the	DET
ajam-184	214	24	two	two	NUM
ajam-184	214	25	models	model	NOUN
ajam-184	214	26	.	.	PUNCT
ajam-184	215	1	the	the	DET
ajam-184	215	2	likelihood	likelihood	PROPN
ajam-184	215	3	ratio	ratio	NOUN
ajam-184	215	4	test	test	NOUN
ajam-184	215	5	statistic	statistic	NOUN
ajam-184	215	6	specified	specify	VERB
ajam-184	215	7	in	in	ADP
ajam-184	215	8	table	table	NOUN
ajam-184	215	9	2	2	NUM
ajam-184	215	10	favoured	favour	VERB
ajam-184	215	11	the	the	DET
ajam-184	215	12	dh	dh	NOUN
ajam-184	215	13	model	model	NOUN
ajam-184	215	14	over	over	ADP
ajam-184	215	15	the	the	DET
ajam-184	215	16	tobit	tobit	NOUN
ajam-184	215	17	.	.	PUNCT
ajam-184	216	1	the	the	DET
ajam-184	216	2	akaike	akaike	ADJ
ajam-184	216	3	information	information	NOUN
ajam-184	216	4	criterion	criterion	NOUN
ajam-184	216	5	(	(	PUNCT
ajam-184	216	6	aic	aic	PROPN
ajam-184	216	7	)	)	PUNCT
ajam-184	216	8	estimates	estimate	NOUN
ajam-184	216	9	also	also	ADV
ajam-184	216	10	confirmed	confirm	VERB
ajam-184	216	11	the	the	DET
ajam-184	216	12	same	same	ADJ
ajam-184	216	13	model	model	NOUN
ajam-184	216	14	as	as	ADP
ajam-184	216	15	a	a	DET
ajam-184	216	16	better	well	ADJ
ajam-184	216	17	fit	fit	NOUN
ajam-184	216	18	for	for	ADP
ajam-184	216	19	the	the	DET
ajam-184	216	20	data	datum	NOUN
ajam-184	216	21	.	.	PUNCT
ajam-184	217	1	henceforth	henceforth	ADV
ajam-184	217	2	,	,	PUNCT
ajam-184	217	3	we	we	PRON
ajam-184	217	4	shall	shall	AUX
ajam-184	217	5	base	base	VERB
ajam-184	217	6	our	our	PRON
ajam-184	217	7	discussion	discussion	NOUN
ajam-184	217	8	on	on	ADP
ajam-184	217	9	the	the	DET
ajam-184	217	10	results	result	NOUN
ajam-184	217	11	from	from	ADP
ajam-184	217	12	the	the	DET
ajam-184	217	13	dh	dh	PROPN
ajam-184	217	14	model	model	NOUN
ajam-184	217	15	.	.	PUNCT
ajam-184	218	1	four	four	NUM
ajam-184	218	2	variables	variable	NOUN
ajam-184	218	3	were	be	AUX
ajam-184	218	4	found	find	VERB
ajam-184	218	5	to	to	PART
ajam-184	218	6	have	have	VERB
ajam-184	218	7	significant	significant	ADJ
ajam-184	218	8	effects	effect	NOUN
ajam-184	218	9	in	in	ADP
ajam-184	218	10	explaining	explain	VERB
ajam-184	218	11	the	the	DET
ajam-184	218	12	level	level	NOUN
ajam-184	218	13	of	of	ADP
ajam-184	218	14	adoption	adoption	NOUN
ajam-184	218	15	of	of	ADP
ajam-184	218	16	irm	irm	PROPN
ajam-184	218	17	by	by	ADP
ajam-184	218	18	households	household	NOUN
ajam-184	218	19	,	,	PUNCT
ajam-184	218	20	measured	measure	VERB
ajam-184	218	21	in	in	ADP
ajam-184	218	22	term	term	NOUN
ajam-184	218	23	of	of	ADP
ajam-184	218	24	area	area	NOUN
ajam-184	218	25	planted	plant	VERB
ajam-184	218	26	under	under	ADP
ajam-184	218	27	irm	irm	PROPN
ajam-184	218	28	.	.	PUNCT
ajam-184	219	1	these	these	PRON
ajam-184	219	2	included	include	VERB
ajam-184	219	3	household	household	NOUN
ajam-184	219	4	size	size	NOUN
ajam-184	219	5	,	,	PUNCT
ajam-184	219	6	gap	gap	NOUN
ajam-184	219	7	between	between	ADP
ajam-184	219	8	maize	maize	NOUN
ajam-184	219	9	production	production	NOUN
ajam-184	219	10	and	and	CCONJ
ajam-184	219	11	consumption	consumption	NOUN
ajam-184	219	12	per	per	ADP
ajam-184	219	13	capita	capita	NOUN
ajam-184	219	14	,	,	PUNCT
ajam-184	219	15	access	access	NOUN
ajam-184	219	16	to	to	ADP
ajam-184	219	17	extension	extension	NOUN
ajam-184	219	18	services	service	NOUN
ajam-184	219	19	and	and	CCONJ
ajam-184	219	20	perception	perception	NOUN
ajam-184	219	21	towards	towards	ADP
ajam-184	219	22	irm	irm	PROPN
ajam-184	219	23	for	for	ADP
ajam-184	219	24	striga	striga	ADJ
ajam-184	219	25	control	control	PROPN
ajam-184	219	26	.	.	PUNCT
ajam-184	220	1	as	as	SCONJ
ajam-184	220	2	argued	argue	VERB
ajam-184	220	3	by	by	ADP
ajam-184	220	4	asfaw	asfaw	NOUN
ajam-184	220	5	et	et	PROPN
ajam-184	220	6	al	al	PROPN
ajam-184	220	7	.	.	PROPN
ajam-184	221	1	(	(	PUNCT
ajam-184	221	2	2010	2010	NUM
ajam-184	221	3	)	)	PUNCT
ajam-184	221	4	awareness	awareness	NOUN
ajam-184	221	5	in	in	ADP
ajam-184	221	6	technology	technology	NOUN
ajam-184	221	7	transfer	transfer	NOUN
ajam-184	221	8	is	be	AUX
ajam-184	221	9	very	very	ADV
ajam-184	221	10	important	important	ADJ
ajam-184	221	11	.	.	PUNCT
ajam-184	222	1	in	in	ADP
ajam-184	222	2	most	most	ADJ
ajam-184	222	3	of	of	ADP
ajam-184	222	4	the	the	DET
ajam-184	222	5	adoption	adoption	NOUN
ajam-184	222	6	cases	case	NOUN
ajam-184	222	7	in	in	ADP
ajam-184	222	8	developing	develop	VERB
ajam-184	222	9	countries	country	NOUN
ajam-184	222	10	,	,	PUNCT
ajam-184	222	11	adoption	adoption	NOUN
ajam-184	222	12	is	be	AUX
ajam-184	222	13	hampered	hamper	VERB
ajam-184	222	14	not	not	PART
ajam-184	222	15	only	only	ADV
ajam-184	222	16	by	by	ADP
ajam-184	222	17	the	the	DET
ajam-184	222	18	characteristics	characteristic	NOUN
ajam-184	222	19	of	of	ADP
ajam-184	222	20	the	the	DET
ajam-184	222	21	new	new	ADJ
ajam-184	222	22	varieties	variety	NOUN
ajam-184	222	23	but	but	CCONJ
ajam-184	222	24	by	by	ADP
ajam-184	222	25	lack	lack	NOUN
ajam-184	222	26	of	of	ADP
ajam-184	222	27	awareness	awareness	NOUN
ajam-184	222	28	of	of	ADP
ajam-184	222	29	the	the	DET
ajam-184	222	30	end	end	NOUN
ajam-184	222	31	users	user	NOUN
ajam-184	222	32	of	of	ADP
ajam-184	222	33	the	the	DET
ajam-184	222	34	technologies	technology	NOUN
ajam-184	222	35	.	.	PUNCT
ajam-184	223	1	farmers	farmer	NOUN
ajam-184	223	2	’	’	PART
ajam-184	223	3	awareness	awareness	NOUN
ajam-184	223	4	about	about	ADP
ajam-184	223	5	the	the	DET
ajam-184	223	6	available	available	ADJ
ajam-184	223	7	improved	improved	ADJ
ajam-184	223	8	varieties	variety	NOUN
ajam-184	223	9	is	be	AUX
ajam-184	223	10	therefore	therefore	ADV
ajam-184	223	11	critical	critical	ADJ
ajam-184	223	12	in	in	ADP
ajam-184	223	13	the	the	DET
ajam-184	223	14	adoption	adoption	NOUN
ajam-184	223	15	programme	programme	NOUN
ajam-184	223	16	.	.	PUNCT
ajam-184	224	1	our	our	PRON
ajam-184	224	2	results	result	NOUN
ajam-184	224	3	confirm	confirm	VERB
ajam-184	224	4	with	with	ADP
ajam-184	224	5	this	this	DET
ajam-184	224	6	preposition	preposition	NOUN
ajam-184	224	7	.	.	PUNCT
ajam-184	225	1	in	in	ADP
ajam-184	225	2	line	line	NOUN
ajam-184	225	3	with	with	ADP
ajam-184	225	4	our	our	PRON
ajam-184	225	5	expectation	expectation	NOUN
ajam-184	225	6	,	,	PUNCT
ajam-184	225	7	access	access	NOUN
ajam-184	225	8	to	to	ADP
ajam-184	225	9	extension	extension	NOUN
ajam-184	225	10	services	service	NOUN
ajam-184	225	11	was	be	AUX
ajam-184	225	12	statistically	statistically	ADV
ajam-184	225	13	significant	significant	ADJ
ajam-184	225	14	in	in	ADP
ajam-184	225	15	explaining	explain	VERB
ajam-184	225	16	the	the	DET
ajam-184	225	17	level	level	NOUN
ajam-184	225	18	of	of	ADP
ajam-184	225	19	adoption	adoption	NOUN
ajam-184	225	20	.	.	PUNCT
ajam-184	226	1	the	the	DET
ajam-184	226	2	institutional	institutional	ADJ
ajam-184	226	3	setting	setting	NOUN
ajam-184	226	4	of	of	ADP
ajam-184	226	5	the	the	DET
ajam-184	226	6	farm	farm	NOUN
ajam-184	226	7	system	system	NOUN
ajam-184	226	8	has	have	VERB
ajam-184	226	9	a	a	DET
ajam-184	226	10	profound	profound	ADJ
ajam-184	226	11	influence	influence	NOUN
ajam-184	226	12	on	on	ADP
ajam-184	226	13	the	the	DET
ajam-184	226	14	adoption	adoption	NOUN
ajam-184	226	15	of	of	ADP
ajam-184	226	16	technologies	technology	NOUN
ajam-184	226	17	and	and	CCONJ
ajam-184	226	18	institutional	institutional	ADJ
ajam-184	226	19	factors	factor	NOUN
ajam-184	226	20	like	like	ADP
ajam-184	226	21	frequent	frequent	ADJ
ajam-184	226	22	extension	extension	NOUN
ajam-184	226	23	contacts	contact	NOUN
ajam-184	226	24	are	be	AUX
ajam-184	226	25	positively	positively	ADV
ajam-184	226	26	related	relate	VERB
ajam-184	226	27	to	to	ADP
ajam-184	226	28	the	the	DET
ajam-184	226	29	adoption	adoption	NOUN
ajam-184	226	30	decision	decision	NOUN
ajam-184	226	31	of	of	ADP
ajam-184	226	32	farmers	farmer	NOUN
ajam-184	226	33	(	(	PUNCT
ajam-184	226	34	tesfaye	tesfaye	NOUN
ajam-184	226	35	et	et	NOUN
ajam-184	226	36	al	al	PROPN
ajam-184	226	37	.	.	PROPN
ajam-184	226	38	,	,	PUNCT
ajam-184	226	39	2001	2001	NUM
ajam-184	226	40	;	;	PUNCT
ajam-184	226	41	habtemariam	habtemariam	PROPN
ajam-184	226	42	,	,	PUNCT
ajam-184	226	43	2004	2004	NUM
ajam-184	226	44	)	)	PUNCT
ajam-184	226	45	.	.	PUNCT
ajam-184	227	1	they	they	PRON
ajam-184	227	2	may	may	AUX
ajam-184	227	3	merely	merely	ADV
ajam-184	227	4	create	create	VERB
ajam-184	227	5	social	social	ADJ
ajam-184	227	6	pressure	pressure	NOUN
ajam-184	227	7	for	for	SCONJ
ajam-184	227	8	farmers	farmer	NOUN
ajam-184	227	9	to	to	PART
ajam-184	227	10	use	use	VERB
ajam-184	227	11	inputs	input	NOUN
ajam-184	227	12	and	and	CCONJ
ajam-184	227	13	the	the	DET
ajam-184	227	14	methods	method	NOUN
ajam-184	227	15	the	the	DET
ajam-184	227	16	agents	agent	NOUN
ajam-184	227	17	advocate	advocate	NOUN
ajam-184	227	18	(	(	PUNCT
ajam-184	227	19	moser	moser	PROPN
ajam-184	227	20	and	and	CCONJ
ajam-184	227	21	barrett	barrett	PROPN
ajam-184	227	22	,	,	PUNCT
ajam-184	227	23	2006	2006	NUM
ajam-184	227	24	)	)	PUNCT
ajam-184	227	25	.	.	PUNCT
ajam-184	228	1	these	these	DET
ajam-184	228	2	contacts	contact	NOUN
ajam-184	228	3	illustrate	illustrate	VERB
ajam-184	228	4	that	that	SCONJ
ajam-184	228	5	the	the	DET
ajam-184	228	6	availability	availability	NOUN
ajam-184	228	7	of	of	ADP
ajam-184	228	8	reliable	reliable	ADJ
ajam-184	228	9	information	information	NOUN
ajam-184	228	10	sources	source	NOUN
ajam-184	228	11	will	will	AUX
ajam-184	228	12	enhance	enhance	VERB
ajam-184	228	13	the	the	DET
ajam-184	228	14	communication	communication	NOUN
ajam-184	228	15	process	process	NOUN
ajam-184	228	16	and	and	CCONJ
ajam-184	228	17	have	have	VERB
ajam-184	228	18	significant	significant	ADJ
ajam-184	228	19	associations	association	NOUN
ajam-184	228	20	with	with	ADP
ajam-184	228	21	the	the	DET
ajam-184	228	22	adoption	adoption	NOUN
ajam-184	228	23	of	of	ADP
ajam-184	228	24	improved	improved	ADJ
ajam-184	228	25	technologies	technology	NOUN
ajam-184	228	26	.	.	PUNCT
ajam-184	229	1	access	access	NOUN
ajam-184	229	2	to	to	ADP
ajam-184	229	3	extension	extension	NOUN
ajam-184	229	4	services	service	NOUN
ajam-184	229	5	enables	enable	VERB
ajam-184	229	6	farmers	farmer	NOUN
ajam-184	229	7	to	to	PART
ajam-184	229	8	get	get	AUX
ajam-184	229	9	exposed	expose	VERB
ajam-184	229	10	and	and	CCONJ
ajam-184	229	11	more	more	ADV
ajam-184	229	12	familiar	familiar	ADJ
ajam-184	229	13	with	with	ADP
ajam-184	229	14	a	a	DET
ajam-184	229	15	new	new	ADJ
ajam-184	229	16	variety	variety	NOUN
ajam-184	229	17	.	.	PUNCT
ajam-184	230	1	extension	extension	NOUN
ajam-184	230	2	service	service	NOUN
ajam-184	230	3	is	be	AUX
ajam-184	230	4	one	one	NUM
ajam-184	230	5	of	of	ADP
ajam-184	230	6	the	the	DET
ajam-184	230	7	most	most	ADV
ajam-184	230	8	prearranged	prearrange	VERB
ajam-184	230	9	conditions	condition	NOUN
ajam-184	230	10	for	for	ADP
ajam-184	230	11	creating	create	VERB
ajam-184	230	12	awareness	awareness	NOUN
ajam-184	230	13	and	and	CCONJ
ajam-184	230	14	building	build	VERB
ajam-184	230	15	the	the	DET
ajam-184	230	16	necessary	necessary	ADJ
ajam-184	230	17	knowledge	knowledge	NOUN
ajam-184	230	18	for	for	ADP
ajam-184	230	19	using	use	VERB
ajam-184	230	20	the	the	DET
ajam-184	230	21	innovation	innovation	NOUN
ajam-184	230	22	following	follow	VERB
ajam-184	230	23	the	the	DET
ajam-184	230	24	approach	approach	NOUN
ajam-184	230	25	which	which	PRON
ajam-184	230	26	is	be	AUX
ajam-184	230	27	most	most	ADV
ajam-184	230	28	convenient	convenient	ADJ
ajam-184	230	29	for	for	ADP
ajam-184	230	30	farmers	farmer	NOUN
ajam-184	230	31	.	.	PUNCT
ajam-184	231	1	farmers	farmer	NOUN
ajam-184	231	2	’	’	PART
ajam-184	231	3	perception	perception	NOUN
ajam-184	231	4	towards	towards	ADP
ajam-184	231	5	irm	irm	PROPN
ajam-184	231	6	for	for	ADP
ajam-184	231	7	striga	striga	ADJ
ajam-184	231	8	was	be	AUX
ajam-184	231	9	negative	negative	ADJ
ajam-184	231	10	and	and	CCONJ
ajam-184	231	11	significant	significant	ADJ
ajam-184	231	12	in	in	ADP
ajam-184	231	13	explaining	explain	VERB
ajam-184	231	14	the	the	DET
ajam-184	231	15	extent	extent	NOUN
ajam-184	231	16	of	of	ADP
ajam-184	231	17	irm	irm	PROPN
ajam-184	231	18	adoption	adoption	NOUN
ajam-184	231	19	.	.	PUNCT
ajam-184	232	1	the	the	DET
ajam-184	232	2	negative	negative	ADJ
ajam-184	232	3	sign	sign	NOUN
ajam-184	232	4	of	of	ADP
ajam-184	232	5	the	the	DET
ajam-184	232	6	perception	perception	NOUN
ajam-184	232	7	variable	variable	NOUN
ajam-184	232	8	is	be	AUX
ajam-184	232	9	unexpected	unexpected	ADJ
ajam-184	232	10	and	and	CCONJ
ajam-184	232	11	may	may	AUX
ajam-184	232	12	be	be	AUX
ajam-184	232	13	explained	explain	VERB
ajam-184	232	14	by	by	ADP
ajam-184	232	15	the	the	DET
ajam-184	232	16	possibility	possibility	NOUN
ajam-184	232	17	that	that	SCONJ
ajam-184	232	18	farmers	farmer	NOUN
ajam-184	232	19	’	'	PUNCT
ajam-184	232	20	positive	positive	ADJ
ajam-184	232	21	perception	perception	NOUN
ajam-184	232	22	about	about	ADP
ajam-184	232	23	irm	irm	PROPN
ajam-184	232	24	has	have	AUX
ajam-184	232	25	been	be	AUX
ajam-184	232	26	distorted	distort	VERB
ajam-184	232	27	by	by	ADP
ajam-184	232	28	other	other	ADJ
ajam-184	232	29	perceptions	perception	NOUN
ajam-184	232	30	/	/	SYM
ajam-184	232	31	attitudes	attitude	NOUN
ajam-184	232	32	or	or	CCONJ
ajam-184	232	33	due	due	ADP
ajam-184	232	34	to	to	ADP
ajam-184	232	35	negative	negative	ADJ
ajam-184	232	36	correlation	correlation	NOUN
ajam-184	232	37	between	between	ADP
ajam-184	232	38	this	this	DET
ajam-184	232	39	variable	variable	ADJ
ajam-184	232	40	and	and	CCONJ
ajam-184	232	41	other	other	ADJ
ajam-184	232	42	varietal	varietal	ADJ
ajam-184	232	43	characteristics	characteristic	NOUN
ajam-184	232	44	not	not	PART
ajam-184	232	45	included	include	VERB
ajam-184	232	46	in	in	ADP
ajam-184	232	47	the	the	DET
ajam-184	232	48	model	model	NOUN
ajam-184	232	49	.	.	PUNCT
ajam-184	233	1	the	the	DET
ajam-184	233	2	significance	significance	NOUN
ajam-184	233	3	of	of	ADP
ajam-184	233	4	household	household	NOUN
ajam-184	233	5	size	size	NOUN
ajam-184	233	6	suggests	suggest	VERB
ajam-184	233	7	that	that	SCONJ
ajam-184	233	8	large	large	ADJ
ajam-184	233	9	households	household	NOUN
ajam-184	233	10	are	be	AUX
ajam-184	233	11	more	more	ADV
ajam-184	233	12	likely	likely	ADJ
ajam-184	233	13	to	to	PART
ajam-184	233	14	invest	invest	VERB
ajam-184	233	15	in	in	ADP
ajam-184	233	16	new	new	ADJ
ajam-184	233	17	technologies	technology	NOUN
ajam-184	233	18	as	as	SCONJ
ajam-184	233	19	they	they	PRON
ajam-184	233	20	can	can	AUX
ajam-184	233	21	guarantee	guarantee	VERB
ajam-184	233	22	an	an	DET
ajam-184	233	23	adequate	adequate	ADJ
ajam-184	233	24	supply	supply	NOUN
ajam-184	233	25	of	of	ADP
ajam-184	233	26	farm	farm	NOUN
ajam-184	233	27	labour	labour	NOUN
ajam-184	233	28	necessary	necessary	ADJ
ajam-184	233	29	for	for	ADP
ajam-184	233	30	the	the	DET
ajam-184	233	31	expansion	expansion	NOUN
ajam-184	233	32	of	of	ADP
ajam-184	233	33	farm	farm	NOUN
ajam-184	233	34	enterprises	enterprise	NOUN
ajam-184	233	35	.	.	PUNCT
ajam-184	234	1	this	this	PRON
ajam-184	234	2	may	may	AUX
ajam-184	234	3	suggest	suggest	VERB
ajam-184	234	4	that	that	SCONJ
ajam-184	234	5	encouraging	encourage	VERB
ajam-184	234	6	them	they	PRON
ajam-184	234	7	to	to	PART
ajam-184	234	8	operate	operate	VERB
ajam-184	234	9	in	in	ADP
ajam-184	234	10	large	large	ADJ
ajam-184	234	11	number	number	NOUN
ajam-184	234	12	could	could	AUX
ajam-184	234	13	be	be	AUX
ajam-184	234	14	regarded	regard	VERB
ajam-184	234	15	as	as	ADP
ajam-184	234	16	a	a	DET
ajam-184	234	17	policy	policy	NOUN
ajam-184	234	18	relatively	relatively	ADV
ajam-184	234	19	likely	likely	ADJ
ajam-184	234	20	to	to	PART
ajam-184	234	21	increase	increase	VERB
ajam-184	234	22	productivity	productivity	NOUN
ajam-184	234	23	.	.	PUNCT
ajam-184	235	1	the	the	DET
ajam-184	235	2	gap	gap	NOUN
ajam-184	235	3	between	between	ADP
ajam-184	235	4	maize	maize	NOUN
ajam-184	235	5	production	production	NOUN
ajam-184	235	6	and	and	CCONJ
ajam-184	235	7	consumption	consumption	NOUN
ajam-184	235	8	per	per	ADP
ajam-184	235	9	capita	capita	NOUN
ajam-184	235	10	was	be	AUX
ajam-184	235	11	statistically	statistically	ADV
ajam-184	235	12	significantly	significantly	ADV
ajam-184	235	13	(	(	PUNCT
ajam-184	235	14	p	p	X
ajam-184	235	15	<	<	X
ajam-184	235	16	0.05	0.05	NUM
ajam-184	235	17	)	)	PUNCT
ajam-184	235	18	and	and	CCONJ
ajam-184	235	19	supports	support	VERB
ajam-184	235	20	the	the	DET
ajam-184	235	21	hypothesized	hypothesized	ADJ
ajam-184	235	22	sign	sign	NOUN
ajam-184	235	23	that	that	SCONJ
ajam-184	235	24	the	the	DET
ajam-184	235	25	deficit	deficit	NOUN
ajam-184	235	26	of	of	ADP
ajam-184	235	27	maize	maize	NOUN
ajam-184	235	28	production	production	NOUN
ajam-184	235	29	per	per	ADP
ajam-184	235	30	capita	capita	NOUN
ajam-184	235	31	influences	influence	NOUN
ajam-184	235	32	positively	positively	ADV
ajam-184	235	33	the	the	DET
ajam-184	235	34	adoption	adoption	NOUN
ajam-184	235	35	of	of	ADP
ajam-184	235	36	technology	technology	NOUN
ajam-184	235	37	.	.	PUNCT
ajam-184	236	1	any	any	DET
ajam-184	236	2	household	household	NOUN
ajam-184	236	3	failed	fail	VERB
ajam-184	236	4	to	to	PART
ajam-184	236	5	reach	reach	VERB
ajam-184	236	6	the	the	DET
ajam-184	236	7	expected	expect	VERB
ajam-184	236	8	level	level	NOUN
ajam-184	236	9	of	of	ADP
ajam-184	236	10	maize	maize	NOUN
ajam-184	236	11	production	production	NOUN
ajam-184	236	12	due	due	ADP
ajam-184	236	13	to	to	ADP
ajam-184	236	14	striga	striga	PROPN
ajam-184	236	15	,	,	PUNCT
ajam-184	236	16	ends	end	VERB
ajam-184	236	17	in	in	ADP
ajam-184	236	18	a	a	DET
ajam-184	236	19	deficit	deficit	NOUN
ajam-184	236	20	which	which	PRON
ajam-184	236	21	is	be	AUX
ajam-184	236	22	consequently	consequently	ADV
ajam-184	236	23	encourage	encourage	ADJ
ajam-184	236	24	to	to	PART
ajam-184	236	25	seek	seek	VERB
ajam-184	236	26	for	for	ADP
ajam-184	236	27	high	high	ADV
ajam-184	236	28	-	-	PUNCT
ajam-184	236	29	yielding	yield	VERB
ajam-184	236	30	maize	maize	NOUN
ajam-184	236	31	varieties	variety	NOUN
ajam-184	236	32	to	to	PART
ajam-184	236	33	increase	increase	VERB
ajam-184	236	34	its	its	PRON
ajam-184	236	35	production	production	NOUN
ajam-184	236	36	and	and	CCONJ
ajam-184	236	37	therefore	therefore	ADV
ajam-184	236	38	likely	likely	ADJ
ajam-184	236	39	to	to	PART
ajam-184	236	40	adopt	adopt	VERB
ajam-184	236	41	irm	irm	PROPN
ajam-184	236	42	.	.	PUNCT
ajam-184	237	1	this	this	DET
ajam-184	237	2	result	result	NOUN
ajam-184	237	3	confirms	confirm	VERB
ajam-184	237	4	the	the	DET
ajam-184	237	5	existence	existence	NOUN
ajam-184	237	6	of	of	ADP
ajam-184	237	7	substantial	substantial	ADJ
ajam-184	237	8	opportunities	opportunity	NOUN
ajam-184	237	9	of	of	ADP
ajam-184	237	10	increasing	increase	VERB
ajam-184	237	11	maize	maize	NOUN
ajam-184	237	12	production	production	NOUN
ajam-184	237	13	via	via	ADP
ajam-184	237	14	augmenting	augment	VERB
ajam-184	237	15	irm	irm	PROPN
ajam-184	237	16	adoption	adoption	NOUN
ajam-184	237	17	.	.	PUNCT
ajam-184	238	1	conclusion	conclusion	NOUN
ajam-184	238	2	and	and	CCONJ
ajam-184	238	3	recommendations	recommendation	NOUN
ajam-184	238	4	this	this	DET
ajam-184	238	5	study	study	NOUN
ajam-184	238	6	provides	provide	VERB
ajam-184	238	7	an	an	DET
ajam-184	238	8	analysis	analysis	NOUN
ajam-184	238	9	of	of	ADP
ajam-184	238	10	the	the	DET
ajam-184	238	11	determinants	determinant	NOUN
ajam-184	238	12	of	of	ADP
ajam-184	238	13	adoption	adoption	NOUN
ajam-184	238	14	of	of	ADP
ajam-184	238	15	irm	irm	PROPN
ajam-184	238	16	using	use	VERB
ajam-184	238	17	a	a	DET
ajam-184	238	18	dh	dh	NOUN
ajam-184	238	19	model	model	NOUN
ajam-184	238	20	due	due	ADP
ajam-184	238	21	to	to	ADP
ajam-184	238	22	a	a	DET
ajam-184	238	23	hypothesis	hypothesis	NOUN
ajam-184	238	24	that	that	PRON
ajam-184	238	25	factors	factor	VERB
ajam-184	238	26	that	that	PRON
ajam-184	238	27	affect	affect	VERB
ajam-184	238	28	the	the	DET
ajam-184	238	29	decision	decision	NOUN
ajam-184	238	30	to	to	PART
ajam-184	238	31	adopt	adopt	VERB
ajam-184	238	32	irm	irm	PROPN
ajam-184	238	33	may	may	AUX
ajam-184	238	34	be	be	AUX
ajam-184	238	35	different	different	ADJ
ajam-184	238	36	from	from	ADP
ajam-184	238	37	those	those	PRON
ajam-184	238	38	that	that	PRON
ajam-184	238	39	influence	influence	VERB
ajam-184	238	40	the	the	DET
ajam-184	238	41	extent	extent	NOUN
ajam-184	238	42	of	of	ADP
ajam-184	238	43	adoption	adoption	NOUN
ajam-184	238	44	.	.	PUNCT
ajam-184	239	1	the	the	DET
ajam-184	239	2	findings	finding	NOUN
ajam-184	239	3	from	from	ADP
ajam-184	239	4	this	this	DET
ajam-184	239	5	study	study	NOUN
ajam-184	239	6	indicate	indicate	VERB
ajam-184	239	7	that	that	SCONJ
ajam-184	239	8	although	although	SCONJ
ajam-184	239	9	in	in	ADP
ajam-184	239	10	general	general	ADJ
ajam-184	239	11	there	there	PRON
ajam-184	239	12	is	be	VERB
ajam-184	239	13	a	a	DET
ajam-184	239	14	positive	positive	ADJ
ajam-184	239	15	correlation	correlation	NOUN
ajam-184	239	16	between	between	ADP
ajam-184	239	17	probability	probability	NOUN
ajam-184	239	18	of	of	ADP
ajam-184	239	19	adoption	adoption	NOUN
ajam-184	239	20	and	and	CCONJ
ajam-184	239	21	intensity	intensity	NOUN
ajam-184	239	22	of	of	ADP
ajam-184	239	23	irm	irm	PROPN
ajam-184	239	24	use	use	NOUN
ajam-184	239	25	,	,	PUNCT
ajam-184	239	26	we	we	PRON
ajam-184	239	27	note	note	VERB
ajam-184	239	28	some	some	DET
ajam-184	239	29	differences	difference	NOUN
ajam-184	239	30	with	with	ADP
ajam-184	239	31	regard	regard	NOUN
ajam-184	239	32	to	to	ADP
ajam-184	239	33	the	the	DET
ajam-184	239	34	factors	factor	NOUN
ajam-184	239	35	that	that	PRON
ajam-184	239	36	influence	influence	VERB
ajam-184	239	37	the	the	DET
ajam-184	239	38	two	two	NUM
ajam-184	239	39	decisions	decision	NOUN
ajam-184	239	40	.	.	PUNCT
ajam-184	240	1	results	result	NOUN
ajam-184	240	2	reveal	reveal	VERB
ajam-184	240	3	that	that	SCONJ
ajam-184	240	4	age	age	NOUN
ajam-184	240	5	had	have	VERB
ajam-184	240	6	a	a	DET
ajam-184	240	7	positive	positive	ADJ
ajam-184	240	8	effect	effect	NOUN
ajam-184	240	9	on	on	ADP
ajam-184	240	10	the	the	DET
ajam-184	240	11	decision	decision	NOUN
ajam-184	240	12	to	to	PART
ajam-184	240	13	adopt	adopt	VERB
ajam-184	240	14	while	while	SCONJ
ajam-184	240	15	it	it	PRON
ajam-184	240	16	had	have	VERB
ajam-184	240	17	no	no	DET
ajam-184	240	18	effect	effect	NOUN
ajam-184	240	19	on	on	ADP
ajam-184	240	20	the	the	DET
ajam-184	240	21	extent	extent	NOUN
ajam-184	240	22	of	of	ADP
ajam-184	240	23	adoption	adoption	NOUN
ajam-184	240	24	.	.	PUNCT
ajam-184	241	1	the	the	DET
ajam-184	241	2	similar	similar	ADJ
ajam-184	241	3	effect	effect	NOUN
ajam-184	241	4	has	have	AUX
ajam-184	241	5	been	be	AUX
ajam-184	241	6	observed	observe	VERB
ajam-184	241	7	with	with	ADP
ajam-184	241	8	the	the	DET
ajam-184	241	9	gap	gap	NOUN
ajam-184	241	10	between	between	ADP
ajam-184	241	11	maize	maize	NOUN
ajam-184	241	12	production	production	NOUN
ajam-184	241	13	and	and	CCONJ
ajam-184	241	14	consumption	consumption	NOUN
ajam-184	241	15	per	per	ADP
ajam-184	241	16	capita	capita	NOUN
ajam-184	241	17	,	,	PUNCT
ajam-184	241	18	which	which	PRON
ajam-184	241	19	had	have	VERB
ajam-184	241	20	a	a	DET
ajam-184	241	21	positive	positive	ADJ
ajam-184	241	22	effect	effect	NOUN
ajam-184	241	23	on	on	ADP
ajam-184	241	24	the	the	DET
ajam-184	241	25	extent	extent	NOUN
ajam-184	241	26	of	of	ADP
ajam-184	241	27	adoption	adoption	NOUN
ajam-184	241	28	without	without	ADP
ajam-184	241	29	effect	effect	NOUN
ajam-184	241	30	on	on	ADP
ajam-184	241	31	the	the	DET
ajam-184	241	32	decision	decision	NOUN
ajam-184	241	33	of	of	ADP
ajam-184	241	34	adoption	adoption	NOUN
ajam-184	241	35	.	.	PUNCT
ajam-184	242	1	the	the	DET
ajam-184	242	2	effect	effect	NOUN
ajam-184	242	3	of	of	ADP
ajam-184	242	4	farmers	farmer	NOUN
ajam-184	242	5	’	’	PART
ajam-184	242	6	perception	perception	NOUN
ajam-184	242	7	towards	towards	ADP
ajam-184	242	8	irm	irm	PROPN
ajam-184	242	9	on	on	ADP
ajam-184	242	10	adoption	adoption	NOUN
ajam-184	242	11	decision	decision	NOUN
ajam-184	242	12	is	be	AUX
ajam-184	242	13	another	another	DET
ajam-184	242	14	example	example	NOUN
ajam-184	242	15	of	of	ADP
ajam-184	242	16	variable	variable	NOUN
ajam-184	242	17	with	with	ADP
ajam-184	242	18	an	an	DET
ajam-184	242	19	opposite	opposite	ADJ
ajam-184	242	20	effect	effect	NOUN
ajam-184	242	21	between	between	ADP
ajam-184	242	22	the	the	DET
ajam-184	242	23	two	two	NUM
ajam-184	242	24	stages	stage	NOUN
ajam-184	242	25	of	of	ADP
ajam-184	242	26	adoption	adoption	NOUN
ajam-184	242	27	.	.	PUNCT
ajam-184	243	1	results	result	NOUN
ajam-184	243	2	indicated	indicate	VERB
ajam-184	243	3	that	that	SCONJ
ajam-184	243	4	while	while	SCONJ
ajam-184	243	5	perception	perception	NOUN
ajam-184	243	6	leads	lead	VERB
ajam-184	243	7	to	to	ADP
ajam-184	243	8	increased	increase	VERB
ajam-184	243	9	probability	probability	NOUN
ajam-184	243	10	of	of	ADP
ajam-184	243	11	adoption	adoption	NOUN
ajam-184	243	12	,	,	PUNCT
ajam-184	243	13	it	it	PRON
ajam-184	243	14	has	have	VERB
ajam-184	243	15	a	a	DET
ajam-184	243	16	negative	negative	ADJ
ajam-184	243	17	effect	effect	NOUN
ajam-184	243	18	on	on	ADP
ajam-184	243	19	the	the	DET
ajam-184	243	20	extent	extent	NOUN
ajam-184	243	21	of	of	ADP
ajam-184	243	22	adoption	adoption	NOUN
ajam-184	243	23	.	.	PUNCT
ajam-184	244	1	the	the	DET
ajam-184	244	2	results	result	NOUN
ajam-184	244	3	indicate	indicate	VERB
ajam-184	244	4	also	also	ADV
ajam-184	244	5	that	that	SCONJ
ajam-184	244	6	although	although	SCONJ
ajam-184	244	7	membership	membership	NOUN
ajam-184	244	8	to	to	ADP
ajam-184	244	9	any	any	DET
ajam-184	244	10	social	social	ADJ
ajam-184	244	11	group	group	NOUN
ajam-184	244	12	increases	increase	VERB
ajam-184	244	13	the	the	DET
ajam-184	244	14	likelihood	likelihood	NOUN
ajam-184	244	15	of	of	ADP
ajam-184	244	16	adoption	adoption	NOUN
ajam-184	244	17	,	,	PUNCT
ajam-184	244	18	it	it	PRON
ajam-184	244	19	does	do	AUX
ajam-184	244	20	not	not	PART
ajam-184	244	21	influence	influence	VERB
ajam-184	244	22	the	the	DET
ajam-184	244	23	extent	extent	NOUN
ajam-184	244	24	of	of	ADP
ajam-184	244	25	irm	irm	PROPN
ajam-184	244	26	area	area	NOUN
ajam-184	244	27	cultivated	cultivate	VERB
ajam-184	244	28	.	.	PUNCT
ajam-184	245	1	these	these	DET
ajam-184	245	2	results	result	NOUN
ajam-184	245	3	have	have	VERB
ajam-184	245	4	a	a	DET
ajam-184	245	5	number	number	NOUN
ajam-184	245	6	of	of	ADP
ajam-184	245	7	implications	implication	NOUN
ajam-184	245	8	in	in	ADP
ajam-184	245	9	terms	term	NOUN
ajam-184	245	10	of	of	ADP
ajam-184	245	11	sustaining	sustain	VERB
ajam-184	245	12	smallholder	smallholder	NOUN
ajam-184	245	13	agriculture	agriculture	NOUN
ajam-184	245	14	already	already	ADV
ajam-184	245	15	in	in	ADP
ajam-184	245	16	peril	peril	NOUN
ajam-184	245	17	in	in	ADP
ajam-184	245	18	western	western	ADJ
ajam-184	245	19	kenya	kenya	NOUN
ajam-184	245	20	and	and	CCONJ
ajam-184	245	21	which	which	PRON
ajam-184	245	22	are	be	AUX
ajam-184	245	23	critical	critical	ADJ
ajam-184	245	24	for	for	ADP
ajam-184	245	25	fighting	fight	VERB
ajam-184	245	26	striga	striga	PROPN
ajam-184	245	27	.	.	PUNCT
ajam-184	246	1	an	an	DET
ajam-184	246	2	interesting	interesting	ADJ
ajam-184	246	3	lesson	lesson	NOUN
ajam-184	246	4	from	from	ADP
ajam-184	246	5	this	this	DET
ajam-184	246	6	study	study	NOUN
ajam-184	246	7	is	be	AUX
ajam-184	246	8	that	that	SCONJ
ajam-184	246	9	it	it	PRON
ajam-184	246	10	is	be	AUX
ajam-184	246	11	important	important	ADJ
ajam-184	246	12	to	to	PART
ajam-184	246	13	consider	consider	VERB
ajam-184	246	14	the	the	DET
ajam-184	246	15	two	two	NUM
ajam-184	246	16	stages	stage	NOUN
ajam-184	246	17	of	of	ADP
ajam-184	246	18	adoption	adoption	NOUN
ajam-184	246	19	in	in	ADP
ajam-184	246	20	order	order	NOUN
ajam-184	246	21	to	to	PART
ajam-184	246	22	improve	improve	VERB
ajam-184	246	23	farmers	farmer	NOUN
ajam-184	246	24	’	'	PUNCT
ajam-184	246	25	ability	ability	NOUN
ajam-184	246	26	to	to	PART
ajam-184	246	27	adopt	adopt	VERB
ajam-184	246	28	,	,	PUNCT
ajam-184	246	29	and	and	CCONJ
ajam-184	246	30	increase	increase	VERB
ajam-184	246	31	intensity	intensity	NOUN
ajam-184	246	32	of	of	ADP
ajam-184	246	33	irm	irm	PROPN
ajam-184	246	34	use	use	NOUN
ajam-184	246	35	because	because	SCONJ
ajam-184	246	36	factors	factor	NOUN
ajam-184	246	37	that	that	PRON
ajam-184	246	38	affect	affect	VERB
ajam-184	246	39	the	the	DET
ajam-184	246	40	decision	decision	NOUN
ajam-184	246	41	to	to	PART
ajam-184	246	42	adopt	adopt	VERB
ajam-184	246	43	are	be	AUX
ajam-184	246	44	not	not	PART
ajam-184	246	45	necessarily	necessarily	ADV
ajam-184	246	46	the	the	DET
ajam-184	246	47	same	same	ADJ
ajam-184	246	48	factors	factor	NOUN
ajam-184	246	49	that	that	PRON
ajam-184	246	50	affect	affect	VERB
ajam-184	246	51	the	the	DET
ajam-184	246	52	decision	decision	NOUN
ajam-184	246	53	on	on	ADP
ajam-184	246	54	the	the	DET
ajam-184	246	55	extent	extent	NOUN
ajam-184	246	56	of	of	ADP
ajam-184	246	57	adoption	adoption	NOUN
ajam-184	246	58	.	.	PUNCT
ajam-184	247	1	factors	factor	NOUN
ajam-184	247	2	such	such	ADJ
ajam-184	247	3	as	as	ADP
ajam-184	247	4	age	age	NOUN
ajam-184	247	5	,	,	PUNCT
ajam-184	247	6	household	household	NOUN
ajam-184	247	7	size	size	NOUN
ajam-184	247	8	,	,	PUNCT
ajam-184	247	9	extension	extension	NOUN
ajam-184	247	10	services	service	NOUN
ajam-184	247	11	,	,	PUNCT
ajam-184	247	12	membership	membership	NOUN
ajam-184	247	13	to	to	ADP
ajam-184	247	14	social	social	ADJ
ajam-184	247	15	group	group	NOUN
ajam-184	247	16	,	,	PUNCT
ajam-184	247	17	gap	gap	NOUN
ajam-184	247	18	between	between	ADP
ajam-184	247	19	maize	maize	NOUN
ajam-184	247	20	production	production	NOUN
ajam-184	247	21	and	and	CCONJ
ajam-184	247	22	consumption	consumption	NOUN
ajam-184	247	23	per	per	ADP
ajam-184	247	24	capita	capita	NOUN
ajam-184	247	25	and	and	CCONJ
ajam-184	247	26	perception	perception	NOUN
ajam-184	247	27	may	may	AUX
ajam-184	247	28	enhance	enhance	VERB
ajam-184	247	29	or	or	CCONJ
ajam-184	247	30	limit	limit	VERB
ajam-184	247	31	adoption	adoption	NOUN
ajam-184	247	32	and	and	CCONJ
ajam-184	247	33	diffusion	diffusion	NOUN
ajam-184	247	34	of	of	ADP
ajam-184	247	35	irm	irm	PROPN
ajam-184	247	36	technology	technology	PROPN
ajam-184	247	37	.	.	PUNCT
ajam-184	248	1	to	to	PART
ajam-184	248	2	develop	develop	VERB
ajam-184	248	3	a	a	DET
ajam-184	248	4	successful	successful	ADJ
ajam-184	248	5	striga	striga	ADJ
ajam-184	248	6	control	control	NOUN
ajam-184	248	7	programme	programme	NOUN
ajam-184	248	8	in	in	ADP
ajam-184	248	9	the	the	DET
ajam-184	248	10	area	area	NOUN
ajam-184	248	11	,	,	PUNCT
ajam-184	248	12	these	these	DET
ajam-184	248	13	factors	factor	NOUN
ajam-184	248	14	have	have	VERB
ajam-184	248	15	to	to	PART
ajam-184	248	16	be	be	AUX
ajam-184	248	17	taken	take	VERB
ajam-184	248	18	into	into	ADP
ajam-184	248	19	consideration	consideration	NOUN
ajam-184	248	20	focusing	focus	VERB
ajam-184	248	21	first	first	ADV
ajam-184	248	22	on	on	ADP
ajam-184	248	23	factors	factor	NOUN
ajam-184	248	24	that	that	PRON
ajam-184	248	25	affect	affect	VERB
ajam-184	248	26	households	household	NOUN
ajam-184	248	27	’	'	PUNCT
ajam-184	248	28	decision	decision	NOUN
ajam-184	248	29	of	of	ADP
ajam-184	248	30	adoption	adoption	NOUN
ajam-184	248	31	.	.	PUNCT
ajam-184	249	1	policy	policy	NOUN
ajam-184	249	2	makers	maker	NOUN
ajam-184	249	3	and	and	CCONJ
ajam-184	249	4	stakeholders	stakeholder	NOUN
ajam-184	249	5	of	of	ADP
ajam-184	249	6	the	the	DET
ajam-184	249	7	maize	maize	NOUN
ajam-184	249	8	sector	sector	NOUN
ajam-184	249	9	are	be	AUX
ajam-184	249	10	hereby	hereby	ADV
ajam-184	249	11	called	call	VERB
ajam-184	249	12	upon	upon	SCONJ
ajam-184	249	13	to	to	PART
ajam-184	249	14	develop	develop	VERB
ajam-184	249	15	the	the	DET
ajam-184	249	16	sector	sector	NOUN
ajam-184	249	17	thereby	thereby	ADV
ajam-184	249	18	finding	find	VERB
ajam-184	249	19	strategies	strategy	NOUN
ajam-184	249	20	regard	regard	NOUN
ajam-184	249	21	to	to	ADP
ajam-184	249	22	the	the	DET
ajam-184	249	23	key	key	ADJ
ajam-184	249	24	determinants	determinant	NOUN
ajam-184	249	25	in	in	ADP
ajam-184	249	26	order	order	NOUN
ajam-184	249	27	to	to	PART
ajam-184	249	28	encourage	encourage	VERB
ajam-184	249	29	households	household	NOUN
ajam-184	249	30	in	in	ADP
ajam-184	249	31	western	western	ADJ
ajam-184	249	32	kenya	kenya	PROPN
ajam-184	249	33	to	to	PART
ajam-184	249	34	be	be	AUX
ajam-184	249	35	more	more	ADV
ajam-184	249	36	decisive	decisive	ADJ
ajam-184	249	37	in	in	ADP
ajam-184	249	38	their	their	PRON
ajam-184	249	39	choice	choice	NOUN
ajam-184	249	40	to	to	PART
ajam-184	249	41	adopt	adopt	VERB
ajam-184	249	42	and	and	CCONJ
ajam-184	249	43	intensify	intensify	VERB
ajam-184	249	44	irm	irm	PROPN
ajam-184	249	45	technology	technology	NOUN
ajam-184	249	46	.	.	PUNCT
ajam-184	250	1	this	this	PRON
ajam-184	250	2	is	be	AUX
ajam-184	250	3	vital	vital	ADJ
ajam-184	250	4	to	to	PART
ajam-184	250	5	reduce	reduce	VERB
ajam-184	250	6	striga	striga	ADJ
ajam-184	250	7	in	in	ADP
ajam-184	250	8	parallel	parallel	NOUN
ajam-184	250	9	with	with	ADP
ajam-184	250	10	poverty	poverty	NOUN
ajam-184	250	11	.	.	PUNCT
ajam-184	251	1	acknowledgements	acknowledgement	NOUN
ajam-184	251	2	this	this	DET
ajam-184	251	3	paper	paper	NOUN
ajam-184	251	4	is	be	AUX
ajam-184	251	5	an	an	DET
ajam-184	251	6	output	output	NOUN
ajam-184	251	7	from	from	ADP
ajam-184	251	8	a	a	DET
ajam-184	251	9	phd	phd	NOUN
ajam-184	251	10	study	study	NOUN
ajam-184	251	11	funded	fund	VERB
ajam-184	251	12	by	by	ADP
ajam-184	251	13	the	the	DET
ajam-184	251	14	international	international	PROPN
ajam-184	251	15	institute	institute	PROPN
ajam-184	251	16	of	of	ADP
ajam-184	251	17	tropical	tropical	ADJ
ajam-184	251	18	agriculture	agriculture	NOUN
ajam-184	251	19	(	(	PUNCT
ajam-184	251	20	iita	iita	PROPN
ajam-184	251	21	)	)	PUNCT
ajam-184	251	22	,	,	PUNCT
ajam-184	251	23	ibadan	ibadan	PROPN
ajam-184	251	24	,	,	PUNCT
ajam-184	251	25	nigeria	nigeria	PROPN
ajam-184	251	26	through	through	ADP
ajam-184	251	27	a	a	DET
ajam-184	251	28	research	research	NOUN
ajam-184	251	29	grant	grant	NOUN
ajam-184	251	30	received	receive	VERB
ajam-184	251	31	from	from	ADP
ajam-184	251	32	african	african	ADJ
ajam-184	251	33	agricultural	agricultural	ADJ
ajam-184	251	34	technology	technology	NOUN
ajam-184	251	35	foundation	foundation	NOUN
ajam-184	251	36	(	(	PUNCT
ajam-184	251	37	aatf	aatf	PROPN
ajam-184	251	38	)	)	PUNCT
ajam-184	251	39	,	,	PUNCT
ajam-184	251	40	which	which	PRON
ajam-184	251	41	is	be	AUX
ajam-184	251	42	also	also	ADV
ajam-184	251	43	acknowledged	acknowledge	VERB
ajam-184	251	44	for	for	ADP
ajam-184	251	45	their	their	PRON
ajam-184	251	46	support	support	NOUN
ajam-184	251	47	.	.	PUNCT
ajam-184	252	1	references	reference	NOUN
ajam-184	252	2	abebaw	abebaw	ADP
ajam-184	252	3	d	d	NOUN
ajam-184	252	4	,	,	PUNCT
ajam-184	252	5	belay	belay	NOUN
ajam-184	252	6	k	k	PROPN
ajam-184	252	7	(	(	PUNCT
ajam-184	252	8	2001	2001	NUM
ajam-184	252	9	)	)	PUNCT
ajam-184	252	10	.	.	PUNCT
ajam-184	253	1	factors	factor	NOUN
ajam-184	253	2	influencing	influence	VERB
ajam-184	253	3	adoption	adoption	NOUN
ajam-184	253	4	of	of	ADP
ajam-184	253	5	high	high	ADJ
ajam-184	253	6	yielding	yield	VERB
ajam-184	253	7	maize	maize	NOUN
ajam-184	253	8	varieties	variety	NOUN
ajam-184	253	9	in	in	ADP
ajam-184	253	10	southwestern	southwestern	ADJ
ajam-184	253	11	ethiopia	ethiopia	PROPN
ajam-184	253	12	:	:	PUNCT
ajam-184	253	13	an	an	DET
ajam-184	253	14	application	application	NOUN
ajam-184	253	15	of	of	ADP
ajam-184	253	16	logit	logit	PROPN
ajam-184	253	17	.	.	PUNCT
ajam-184	254	1	q.	q.	PROPN
ajam-184	254	2	j.	j.	PROPN
ajam-184	254	3	int	int	PROPN
ajam-184	254	4	.	.	PUNCT
ajam-184	255	1	agric	agric	PROPN
ajam-184	255	2	.	.	PROPN
ajam-184	255	3	,	,	PUNCT
ajam-184	255	4	40(2	40(2	NUM
ajam-184	255	5	)	)	PUNCT
ajam-184	255	6	.	.	PUNCT
ajam-184	256	1	adeoti	adeoti	VERB
ajam-184	256	2	a	a	DET
ajam-184	256	3	(	(	PUNCT
ajam-184	256	4	2009	2009	NUM
ajam-184	256	5	)	)	PUNCT
ajam-184	256	6	.	.	PUNCT
ajam-184	257	1	factors	factor	NOUN
ajam-184	257	2	influencing	influence	VERB
ajam-184	257	3	irrigation	irrigation	NOUN
ajam-184	257	4	technology	technology	NOUN
ajam-184	257	5	adoption	adoption	NOUN
ajam-184	257	6	and	and	CCONJ
ajam-184	257	7	its	its	PRON
ajam-184	257	8	impact	impact	NOUN
ajam-184	257	9	on	on	ADP
ajam-184	257	10	household	household	NOUN
ajam-184	257	11	poverty	poverty	NOUN
ajam-184	257	12	in	in	ADP
ajam-184	257	13	ghana	ghana	PROPN
ajam-184	257	14	.	.	PUNCT
ajam-184	258	1	j.	j.	PROPN
ajam-184	258	2	agri	agri	PROPN
ajam-184	258	3	.	.	PUNCT
ajam-184	259	1	rural	rural	PROPN
ajam-184	259	2	dev	dev	PROPN
ajam-184	259	3	.	.	PUNCT
ajam-184	259	4	trop	trop	PROPN
ajam-184	259	5	.	.	PUNCT
ajam-184	260	1	subtrop	subtrop	PROPN
ajam-184	260	2	.	.	PROPN
ajam-184	260	3	,	,	PUNCT
ajam-184	260	4	109(1	109(1	NUM
ajam-184	260	5	):	):	PUNCT
ajam-184	260	6	51	51	NUM
ajam-184	260	7	-	-	SYM
ajam-184	260	8	63	63	NUM
ajam-184	260	9	.	.	PUNCT
ajam-184	261	1	adesina	adesina	PROPN
ajam-184	261	2	a	a	PROPN
ajam-184	261	3	,	,	PUNCT
ajam-184	261	4	baidu	baidu	NOUN
ajam-184	261	5	-	-	PUNCT
ajam-184	261	6	forson	forson	NOUN
ajam-184	261	7	a	a	PRON
ajam-184	261	8	(	(	PUNCT
ajam-184	261	9	1995	1995	NUM
ajam-184	261	10	)	)	PUNCT
ajam-184	261	11	.	.	PUNCT
ajam-184	262	1	farmers	farmer	NOUN
ajam-184	262	2	´	´	VERB
ajam-184	262	3	perception	perception	NOUN
ajam-184	262	4	and	and	CCONJ
ajam-184	262	5	adoption	adoption	NOUN
ajam-184	262	6	of	of	ADP
ajam-184	262	7	new	new	ADJ
ajam-184	262	8	agricultural	agricultural	ADJ
ajam-184	262	9	technology	technology	NOUN
ajam-184	262	10	:	:	PUNCT
ajam-184	262	11	evidence	evidence	NOUN
ajam-184	262	12	from	from	ADP
ajam-184	262	13	analysis	analysis	NOUN
ajam-184	262	14	in	in	ADP
ajam-184	262	15	burkina	burkina	PROPN
ajam-184	262	16	faso	faso	PROPN
ajam-184	262	17	and	and	CCONJ
ajam-184	262	18	guinea	guinea	NOUN
ajam-184	262	19	.	.	PUNCT
ajam-184	263	1	west	west	PROPN
ajam-184	263	2	afr	afr	PROPN
ajam-184	263	3	.	.	PUNCT
ajam-184	264	1	agric	agric	PROPN
ajam-184	264	2	.	.	PUNCT
ajam-184	264	3	econ	econ	PROPN
ajam-184	264	4	.	.	PROPN
ajam-184	264	5	,	,	PUNCT
ajam-184	264	6	13	13	NUM
ajam-184	264	7	:	:	SYM
ajam-184	264	8	1	1	NUM
ajam-184	264	9	-	-	SYM
ajam-184	264	10	9	9	NUM
ajam-184	264	11	.	.	PUNCT
ajam-184	265	1	adesina	adesina	PROPN
ajam-184	265	2	aa	aa	PROPN
ajam-184	265	3	,	,	PUNCT
ajam-184	265	4	mbila	mbila	PROPN
ajam-184	265	5	d	d	NOUN
ajam-184	265	6	,	,	PUNCT
ajam-184	265	7	nkamleu	nkamleu	VERB
ajam-184	265	8	gb	gb	ADP
ajam-184	265	9	,	,	PUNCT
ajam-184	265	10	endamana	endamana	PROPN
ajam-184	265	11	d	d	X
ajam-184	265	12	(	(	PUNCT
ajam-184	265	13	2000	2000	NUM
ajam-184	265	14	)	)	PUNCT
ajam-184	265	15	.	.	PUNCT
ajam-184	266	1	econometric	econometric	ADJ
ajam-184	266	2	analysis	analysis	NOUN
ajam-184	266	3	of	of	ADP
ajam-184	266	4	the	the	DET
ajam-184	266	5	determinants	determinant	NOUN
ajam-184	266	6	of	of	ADP
ajam-184	266	7	adoption	adoption	NOUN
ajam-184	266	8	of	of	ADP
ajam-184	266	9	alley	alley	NOUN
ajam-184	266	10	farming	farming	NOUN
ajam-184	266	11	by	by	ADP
ajam-184	266	12	farmers	farmer	NOUN
ajam-184	266	13	in	in	ADP
ajam-184	266	14	the	the	DET
ajam-184	266	15	forest	forest	NOUN
ajam-184	266	16	zone	zone	NOUN
ajam-184	266	17	of	of	ADP
ajam-184	266	18	southwest	southwest	PROPN
ajam-184	266	19	cameroon	cameroon	PROPN
ajam-184	266	20	.	.	PUNCT
ajam-184	267	1	agric	agric	PROPN
ajam-184	267	2	.	.	PROPN
ajam-184	267	3	ecosyst	ecosyst	PROPN
ajam-184	267	4	.	.	PUNCT
ajam-184	268	1	environ	environ	PROPN
ajam-184	268	2	.	.	PROPN
ajam-184	268	3	,	,	PUNCT
ajam-184	268	4	80	80	NUM
ajam-184	268	5	:	:	PUNCT
ajam-184	268	6	255	255	NUM
ajam-184	268	7	-	-	SYM
ajam-184	268	8	265	265	NUM
ajam-184	268	9	.	.	PUNCT
ajam-184	269	1	amsalu	amsalu	PROPN
ajam-184	269	2	a	a	DET
ajam-184	269	3	,	,	PUNCT
ajam-184	269	4	de	de	PROPN
ajam-184	269	5	-	-	PROPN
ajam-184	269	6	jan	jan	PROPN
ajam-184	269	7	g	g	PROPN
ajam-184	269	8	(	(	PUNCT
ajam-184	269	9	2007	2007	NUM
ajam-184	269	10	)	)	PUNCT
ajam-184	269	11	.	.	PUNCT
ajam-184	270	1	determinants	determinant	NOUN
ajam-184	270	2	of	of	ADP
ajam-184	270	3	adoption	adoption	NOUN
ajam-184	270	4	and	and	CCONJ
ajam-184	270	5	continued	continue	VERB
ajam-184	270	6	use	use	NOUN
ajam-184	270	7	of	of	ADP
ajam-184	270	8	stone	stone	NOUN
ajam-184	270	9	terraces	terrace	NOUN
ajam-184	270	10	for	for	ADP
ajam-184	270	11	soil	soil	NOUN
ajam-184	270	12	and	and	CCONJ
ajam-184	270	13	water	water	NOUN
ajam-184	270	14	conservation	conservation	NOUN
ajam-184	270	15	in	in	ADP
ajam-184	270	16	an	an	DET
ajam-184	270	17	ethiopian	ethiopian	PROPN
ajam-184	270	18	highland	highland	PROPN
ajam-184	270	19	watershed	watershed	PROPN
ajam-184	270	20	.	.	PUNCT
ajam-184	271	1	ecol	ecol	PROPN
ajam-184	271	2	.	.	PUNCT
ajam-184	272	1	econ	econ	PROPN
ajam-184	272	2	.	.	PROPN
ajam-184	272	3	,	,	PUNCT
ajam-184	272	4	61	61	NUM
ajam-184	272	5	:	:	PUNCT
ajam-184	272	6	294	294	NUM
ajam-184	272	7	-	-	SYM
ajam-184	272	8	302	302	NUM
ajam-184	272	9	.	.	PUNCT
ajam-184	273	1	asfaw	asfaw	PROPN
ajam-184	273	2	a	a	PRON
ajam-184	273	3	,	,	PUNCT
ajam-184	273	4	admassie	admassie	ADP
ajam-184	273	5	a	a	DET
ajam-184	273	6	(	(	PUNCT
ajam-184	273	7	2004	2004	NUM
ajam-184	273	8	)	)	PUNCT
ajam-184	273	9	.	.	PUNCT
ajam-184	274	1	the	the	DET
ajam-184	274	2	role	role	NOUN
ajam-184	274	3	of	of	ADP
ajam-184	274	4	education	education	NOUN
ajam-184	274	5	on	on	ADP
ajam-184	274	6	the	the	DET
ajam-184	274	7	adoption	adoption	NOUN
ajam-184	274	8	of	of	ADP
ajam-184	274	9	chemical	chemical	ADJ
ajam-184	274	10	fertilizer	fertilizer	NOUN
ajam-184	274	11	under	under	ADP
ajam-184	274	12	different	different	ADJ
ajam-184	274	13	socioeconomic	socioeconomic	ADJ
ajam-184	274	14	environments	environment	NOUN
ajam-184	274	15	in	in	ADP
ajam-184	274	16	ethiopia	ethiopia	PROPN
ajam-184	274	17	.	.	PUNCT
ajam-184	275	1	agric	agric	PROPN
ajam-184	275	2	.	.	PUNCT
ajam-184	276	1	econ	econ	PROPN
ajam-184	276	2	.	.	PROPN
ajam-184	276	3	,	,	PUNCT
ajam-184	276	4	30	30	NUM
ajam-184	276	5	:	:	PUNCT
ajam-184	276	6	215	215	NUM
ajam-184	276	7	-	-	SYM
ajam-184	276	8	228	228	NUM
ajam-184	276	9	.	.	PUNCT
ajam-184	277	1	asfaw	asfaw	PROPN
ajam-184	277	2	s	s	PROPN
ajam-184	277	3	,	,	PUNCT
ajam-184	277	4	shiferaw	shiferaw	PROPN
ajam-184	277	5	b	b	NOUN
ajam-184	277	6	,	,	PUNCT
ajam-184	277	7	simtowe	simtowe	ADJ
ajam-184	277	8	f	f	X
ajam-184	277	9	(	(	PUNCT
ajam-184	277	10	2010	2010	NUM
ajam-184	277	11	)	)	PUNCT
ajam-184	277	12	.	.	PUNCT
ajam-184	278	1	does	do	AUX
ajam-184	278	2	technology	technology	NOUN
ajam-184	278	3	adoption	adoption	NOUN
ajam-184	278	4	promote	promote	VERB
ajam-184	278	5	commercialization	commercialization	NOUN
ajam-184	278	6	?	?	PUNCT
ajam-184	279	1	evidence	evidence	NOUN
ajam-184	279	2	from	from	ADP
ajam-184	279	3	chickpea	chickpea	NOUN
ajam-184	279	4	technologies	technology	NOUN
ajam-184	279	5	in	in	ADP
ajam-184	279	6	ethiopia	ethiopia	PROPN
ajam-184	279	7	.	.	PUNCT
ajam-184	280	1	paper	paper	PROPN
ajam-184	280	2	presented	present	VERB
ajam-184	280	3	at	at	ADP
ajam-184	280	4	centre	centre	NOUN
ajam-184	280	5	for	for	ADP
ajam-184	280	6	the	the	DET
ajam-184	280	7	study	study	NOUN
ajam-184	280	8	of	of	ADP
ajam-184	280	9	african	african	ADJ
ajam-184	280	10	economies	economy	NOUN
ajam-184	280	11	conference	conference	VERB
ajam-184	280	12	economic	economic	ADJ
ajam-184	280	13	development	development	NOUN
ajam-184	280	14	in	in	ADP
ajam-184	280	15	africa	africa	PROPN
ajam-184	280	16	from	from	ADP
ajam-184	280	17	21	21	NUM
ajam-184	280	18	st	st	PROPN
ajam-184	280	19	to	to	ADP
ajam-184	280	20	23	23	NUM
ajam-184	280	21	rd	rd	NOUN
ajam-184	280	22	march	march	PROPN
ajam-184	280	23	2010	2010	NUM
ajam-184	280	24	.	.	PUNCT
ajam-184	281	1	st	st	PROPN
ajam-184	281	2	-	-	PUNCT
ajam-184	281	3	catherine	catherine	PROPN
ajam-184	281	4	,	,	PUNCT
ajam-184	281	5	oxford	oxford	PROPN
ajam-184	281	6	.	.	PUNCT
ajam-184	282	1	www.csae.ox.ac.uk/conferences/2010-edia/papers/121-asfaw.pdf	www.csae.ox.ac.uk/conferences/2010-edia/papers/121-asfaw.pdf	PROPN
ajam-184	282	2	ayuya	ayuya	PROPN
ajam-184	282	3	oi	oi	PROPN
ajam-184	282	4	,	,	PUNCT
ajam-184	282	5	lagat	lagat	PROPN
ajam-184	282	6	jk	jk	PROPN
ajam-184	282	7	,	,	PUNCT
ajam-184	282	8	mironga	mironga	PROPN
ajam-184	282	9	jm	jm	PROPN
ajam-184	282	10	(	(	PUNCT
ajam-184	282	11	2011	2011	NUM
ajam-184	282	12	)	)	PUNCT
ajam-184	282	13	.	.	PUNCT
ajam-184	283	1	factors	factor	NOUN
ajam-184	283	2	influencing	influence	VERB
ajam-184	283	3	potential	potential	ADJ
ajam-184	283	4	acceptance	acceptance	NOUN
ajam-184	283	5	and	and	CCONJ
ajam-184	283	6	adoption	adoption	NOUN
ajam-184	283	7	of	of	ADP
ajam-184	283	8	clean	clean	ADJ
ajam-184	283	9	development	development	NOUN
ajam-184	283	10	mechanism	mechanism	NOUN
ajam-184	283	11	projects	project	NOUN
ajam-184	283	12	:	:	PUNCT
ajam-184	283	13	case	case	NOUN
ajam-184	283	14	of	of	ADP
ajam-184	283	15	carbon	carbon	NOUN
ajam-184	283	16	trade	trade	NOUN
ajam-184	283	17	tree	tree	NOUN
ajam-184	283	18	project	project	NOUN
ajam-184	283	19	among	among	ADP
ajam-184	283	20	small	small	ADJ
ajam-184	283	21	scale	scale	NOUN
ajam-184	283	22	farmers	farmer	NOUN
ajam-184	283	23	in	in	ADP
ajam-184	283	24	njoro	njoro	PROPN
ajam-184	283	25	district	district	PROPN
ajam-184	283	26	,	,	PUNCT
ajam-184	283	27	kenya	kenya	PROPN
ajam-184	283	28	.	.	PUNCT
ajam-184	284	1	res	res	PROPN
ajam-184	284	2	.	.	PUNCT
ajam-184	285	1	j.	j.	PROPN
ajam-184	285	2	environ	environ	PROPN
ajam-184	285	3	.	.	PUNCT
ajam-184	285	4	earth	earth	PROPN
ajam-184	285	5	sci	sci	PROPN
ajam-184	285	6	.	.	PROPN
ajam-184	285	7	,	,	PUNCT
ajam-184	285	8	3(3	3(3	NUM
ajam-184	285	9	):	):	PUNCT
ajam-184	285	10	275285	275285	NUM
ajam-184	285	11	.	.	PUNCT
ajam-184	286	1	baidu	baidu	NOUN
ajam-184	286	2	-	-	PUNCT
ajam-184	286	3	forson	forson	PROPN
ajam-184	286	4	j	j	PROPN
ajam-184	286	5	(	(	PUNCT
ajam-184	286	6	1999	1999	NUM
ajam-184	286	7	)	)	PUNCT
ajam-184	286	8	.	.	PUNCT
ajam-184	287	1	factors	factor	NOUN
ajam-184	287	2	influencing	influence	VERB
ajam-184	287	3	adoption	adoption	NOUN
ajam-184	287	4	of	of	ADP
ajam-184	287	5	land	land	NOUN
ajam-184	287	6	-	-	PUNCT
ajam-184	287	7	enhancing	enhance	VERB
ajam-184	287	8	technology	technology	NOUN
ajam-184	287	9	in	in	ADP
ajam-184	287	10	the	the	DET
ajam-184	287	11	sahel	sahel	PROPN
ajam-184	287	12	:	:	PUNCT
ajam-184	287	13	lessons	lesson	NOUN
ajam-184	287	14	from	from	ADP
ajam-184	287	15	a	a	DET
ajam-184	287	16	case	case	NOUN
ajam-184	287	17	study	study	NOUN
ajam-184	287	18	in	in	ADP
ajam-184	287	19	niger	niger	PROPN
ajam-184	287	20	.	.	PUNCT
ajam-184	287	21	agri	agri	PROPN
ajam-184	287	22	.	.	PUNCT
ajam-184	288	1	econ	econ	PROPN
ajam-184	288	2	.	.	PROPN
ajam-184	288	3	,	,	PUNCT
ajam-184	288	4	20	20	NUM
ajam-184	288	5	:	:	SYM
ajam-184	288	6	231239	231239	NUM
ajam-184	288	7	.	.	PUNCT
ajam-184	289	1	barham	barham	PROPN
ajam-184	289	2	bl	bl	PROPN
ajam-184	289	3	,	,	PUNCT
ajam-184	289	4	foltz	foltz	PROPN
ajam-184	289	5	jd	jd	PROPN
ajam-184	289	6	,	,	PUNCT
ajam-184	289	7	jackson	jackson	PROPN
ajam-184	289	8	-	-	PUNCT
ajam-184	289	9	smith	smith	PROPN
ajam-184	289	10	d	d	PROPN
ajam-184	289	11	,	,	PUNCT
ajam-184	289	12	moon	moon	PROPN
ajam-184	289	13	s	s	PART
ajam-184	289	14	(	(	PUNCT
ajam-184	289	15	2004	2004	NUM
ajam-184	289	16	)	)	PUNCT
ajam-184	289	17	.	.	PUNCT
ajam-184	290	1	the	the	DET
ajam-184	290	2	dynamics	dynamic	NOUN
ajam-184	290	3	of	of	ADP
ajam-184	290	4	agricultural	agricultural	ADJ
ajam-184	290	5	biotechnology	biotechnology	NOUN
ajam-184	290	6	adoption	adoption	NOUN
ajam-184	290	7	:	:	PUNCT
ajam-184	290	8	lessons	lesson	NOUN
ajam-184	290	9	from	from	ADP
ajam-184	290	10	rbst	rbst	ADJ
ajam-184	290	11	use	use	NOUN
ajam-184	290	12	in	in	ADP
ajam-184	290	13	wisconsin	wisconsin	PROPN
ajam-184	290	14	,	,	PUNCT
ajam-184	290	15	1994	1994	NUM
ajam-184	290	16	-	-	SYM
ajam-184	290	17	2001	2001	NUM
ajam-184	290	18	.	.	PUNCT
ajam-184	291	1	am	be	AUX
ajam-184	291	2	.	.	PUNCT
ajam-184	292	1	j.	j.	PROPN
ajam-184	292	2	agric	agric	PROPN
ajam-184	292	3	.	.	PROPN
ajam-184	293	1	econ	econ	PROPN
ajam-184	293	2	.	.	PROPN
ajam-184	293	3	,	,	PUNCT
ajam-184	293	4	86	86	NUM
ajam-184	293	5	:	:	SYM
ajam-184	293	6	1	1	X
ajam-184	293	7	.	.	PUNCT
ajam-184	293	8	batz	batz	PROPN
ajam-184	293	9	fj	fj	PROPN
ajam-184	293	10	,	,	PUNCT
ajam-184	293	11	peters	peters	PROPN
ajam-184	293	12	kj	kj	PROPN
ajam-184	293	13	,	,	PUNCT
ajam-184	293	14	janssen	janssen	PROPN
ajam-184	293	15	w	w	PROPN
ajam-184	293	16	(	(	PUNCT
ajam-184	293	17	1999	1999	NUM
ajam-184	293	18	)	)	PUNCT
ajam-184	293	19	.	.	PUNCT
ajam-184	294	1	the	the	DET
ajam-184	294	2	influence	influence	NOUN
ajam-184	294	3	of	of	ADP
ajam-184	294	4	technology	technology	NOUN
ajam-184	294	5	characteristics	characteristic	NOUN
ajam-184	294	6	on	on	ADP
ajam-184	294	7	the	the	DET
ajam-184	294	8	rate	rate	NOUN
ajam-184	294	9	and	and	CCONJ
ajam-184	294	10	speed	speed	NOUN
ajam-184	294	11	of	of	ADP
ajam-184	294	12	adoption	adoption	NOUN
ajam-184	294	13	.	.	PUNCT
ajam-184	295	1	agric	agric	PROPN
ajam-184	295	2	.	.	PUNCT
ajam-184	295	3	econ	econ	PROPN
ajam-184	295	4	.	.	PROPN
ajam-184	295	5	,	,	PUNCT
ajam-184	295	6	21	21	NUM
ajam-184	295	7	:	:	SYM
ajam-184	295	8	121	121	NUM
ajam-184	295	9	–	–	PUNCT
ajam-184	295	10	130	130	NUM
ajam-184	295	11	.	.	PUNCT
ajam-184	296	1	belknap	belknap	PROPN
ajam-184	296	2	j	j	PROPN
ajam-184	296	3	,	,	PUNCT
ajam-184	296	4	saupe	saupe	VERB
ajam-184	296	5	we	we	PRON
ajam-184	296	6	(	(	PUNCT
ajam-184	296	7	1988	1988	NUM
ajam-184	296	8	)	)	PUNCT
ajam-184	296	9	.	.	PUNCT
ajam-184	297	1	farm	farm	NOUN
ajam-184	297	2	family	family	NOUN
ajam-184	297	3	resources	resource	NOUN
ajam-184	297	4	and	and	CCONJ
ajam-184	297	5	the	the	DET
ajam-184	297	6	adoption	adoption	NOUN
ajam-184	297	7	of	of	ADP
ajam-184	297	8	no	no	DET
ajam-184	297	9	-	-	PUNCT
ajam-184	297	10	plow	plow	NOUN
ajam-184	297	11	tillage	tillage	NOUN
ajam-184	297	12	in	in	ADP
ajam-184	297	13	western	western	ADJ
ajam-184	297	14	wisconsin	wisconsin	PROPN
ajam-184	297	15	.	.	PUNCT
ajam-184	298	1	north	north	PROPN
ajam-184	298	2	central	central	PROPN
ajam-184	298	3	j.	j.	PROPN
ajam-184	298	4	agric	agric	PROPN
ajam-184	298	5	.	.	PROPN
ajam-184	299	1	econ	econ	PROPN
ajam-184	299	2	.	.	PROPN
ajam-184	299	3	,	,	PUNCT
ajam-184	299	4	10	10	NUM
ajam-184	299	5	:	:	SYM
ajam-184	299	6	13	13	NUM
ajam-184	299	7	-	-	SYM
ajam-184	299	8	23	23	NUM
ajam-184	299	9	.	.	PUNCT
ajam-184	299	10	berhanu	berhanu	NOUN
ajam-184	300	1	g	g	PROPN
ajam-184	300	2	,	,	PUNCT
ajam-184	300	3	swinton	swinton	PROPN
ajam-184	300	4	sm	sm	PROPN
ajam-184	300	5	(	(	PUNCT
ajam-184	300	6	2003	2003	NUM
ajam-184	300	7	)	)	PUNCT
ajam-184	300	8	.	.	PUNCT
ajam-184	301	1	investment	investment	NOUN
ajam-184	301	2	in	in	ADP
ajam-184	301	3	soil	soil	NOUN
ajam-184	301	4	conservation	conservation	NOUN
ajam-184	301	5	in	in	ADP
ajam-184	301	6	northern	northern	ADJ
ajam-184	301	7	ethiopia	ethiopia	PROPN
ajam-184	301	8	:	:	PUNCT
ajam-184	301	9	the	the	DET
ajam-184	301	10	role	role	NOUN
ajam-184	301	11	of	of	ADP
ajam-184	301	12	land	land	NOUN
ajam-184	301	13	tenure	tenure	NOUN
ajam-184	301	14	security	security	NOUN
ajam-184	301	15	and	and	CCONJ
ajam-184	301	16	public	public	ADJ
ajam-184	301	17	programme	programme	NOUN
ajam-184	301	18	.	.	PUNCT
ajam-184	302	1	agric	agric	PROPN
ajam-184	302	2	.	.	PUNCT
ajam-184	302	3	econ	econ	PROPN
ajam-184	302	4	.	.	PROPN
ajam-184	302	5	,	,	PUNCT
ajam-184	302	6	29	29	NUM
ajam-184	302	7	:	:	SYM
ajam-184	302	8	69	69	NUM
ajam-184	302	9	-	-	SYM
ajam-184	302	10	84	84	NUM
ajam-184	302	11	.	.	PUNCT
ajam-184	303	1	burton	burton	PROPN
ajam-184	303	2	m	m	PROPN
ajam-184	303	3	,	,	PUNCT
ajam-184	303	4	dorsett	dorsett	PROPN
ajam-184	303	5	r	r	PROPN
ajam-184	303	6	,	,	PUNCT
ajam-184	303	7	young	young	ADJ
ajam-184	303	8	t	t	NOUN
ajam-184	303	9	(	(	PUNCT
ajam-184	303	10	1996	1996	NUM
ajam-184	303	11	)	)	PUNCT
ajam-184	303	12	.	.	PUNCT
ajam-184	304	1	changing	change	VERB
ajam-184	304	2	preferences	preference	NOUN
ajam-184	304	3	for	for	ADP
ajam-184	304	4	meat	meat	NOUN
ajam-184	304	5	:	:	PUNCT
ajam-184	304	6	evidence	evidence	NOUN
ajam-184	304	7	from	from	ADP
ajam-184	304	8	uk	uk	PROPN
ajam-184	304	9	household	household	NOUN
ajam-184	304	10	data	datum	NOUN
ajam-184	304	11	.	.	PUNCT
ajam-184	305	1	1973	1973	NUM
ajam-184	305	2	-	-	SYM
ajam-184	305	3	1993	1993	NUM
ajam-184	305	4	.	.	PUNCT
ajam-184	306	1	eur	eur	AUX
ajam-184	306	2	.	.	PUNCT
ajam-184	306	3	rev	rev	PROPN
ajam-184	306	4	.	.	PROPN
ajam-184	306	5	agric	agric	PROPN
ajam-184	306	6	.	.	PUNCT
ajam-184	307	1	econ	econ	PROPN
ajam-184	307	2	.	.	PROPN
ajam-184	307	3	,	,	PUNCT
ajam-184	307	4	23(3	23(3	NUM
ajam-184	307	5	):	):	PUNCT
ajam-184	307	6	357	357	NUM
ajam-184	307	7	-	-	SYM
ajam-184	307	8	370	370	NUM
ajam-184	307	9	.	.	PUNCT
ajam-184	308	1	caveness	caveness	PROPN
ajam-184	308	2	fa	fa	PROPN
ajam-184	308	3	,	,	PUNCT
ajam-184	308	4	kurtz	kurtz	PROPN
ajam-184	308	5	wb	wb	PROPN
ajam-184	308	6	(	(	PUNCT
ajam-184	308	7	1993	1993	NUM
ajam-184	308	8	)	)	PUNCT
ajam-184	308	9	.	.	PUNCT
ajam-184	309	1	agroforestry	agroforestry	NOUN
ajam-184	309	2	adoption	adoption	NOUN
ajam-184	309	3	and	and	CCONJ
ajam-184	309	4	risk	risk	NOUN
ajam-184	309	5	perception	perception	NOUN
ajam-184	309	6	by	by	ADP
ajam-184	309	7	farmers	farmer	NOUN
ajam-184	309	8	in	in	ADP
ajam-184	309	9	senegal	senegal	PROPN
ajam-184	309	10	.	.	PUNCT
ajam-184	310	1	agrofor	agrofor	PROPN
ajam-184	310	2	.	.	PUNCT
ajam-184	311	1	syst	syst	PROPN
ajam-184	311	2	.	.	PROPN
ajam-184	311	3	,	,	PUNCT
ajam-184	311	4	21(1	21(1	NUM
ajam-184	311	5	):	):	PUNCT
ajam-184	311	6	1125	1125	NUM
ajam-184	311	7	.	.	PUNCT
ajam-184	312	1	cragg	cragg	PROPN
ajam-184	312	2	j	j	PROPN
ajam-184	312	3	(	(	PUNCT
ajam-184	312	4	1971	1971	NUM
ajam-184	312	5	)	)	PUNCT
ajam-184	312	6	.	.	PUNCT
ajam-184	313	1	some	some	DET
ajam-184	313	2	statistical	statistical	ADJ
ajam-184	313	3	models	model	NOUN
ajam-184	313	4	for	for	ADP
ajam-184	313	5	limited	limited	ADJ
ajam-184	313	6	dependent	dependent	ADJ
ajam-184	313	7	variables	variable	NOUN
ajam-184	313	8	with	with	ADP
ajam-184	313	9	application	application	NOUN
ajam-184	313	10	to	to	ADP
ajam-184	313	11	the	the	DET
ajam-184	313	12	demand	demand	NOUN
ajam-184	313	13	for	for	ADP
ajam-184	313	14	durable	durable	ADJ
ajam-184	313	15	goods	good	NOUN
ajam-184	313	16	.	.	PUNCT
ajam-184	314	1	econometrica	econometrica	PROPN
ajam-184	314	2	,	,	PUNCT
ajam-184	314	3	39	39	NUM
ajam-184	314	4	:	:	PUNCT
ajam-184	314	5	829	829	NUM
ajam-184	314	6	-	-	SYM
ajam-184	314	7	844	844	NUM
ajam-184	314	8	.	.	PUNCT
ajam-184	314	9	de	de	ADJ
ajam-184	314	10	-	-	ADJ
ajam-184	314	11	groote	groote	ADJ
ajam-184	314	12	h	h	NOUN
ajam-184	314	13	,	,	PUNCT
ajam-184	314	14	kimenju	kimenju	PROPN
ajam-184	314	15	s	s	PART
ajam-184	314	16	,	,	PUNCT
ajam-184	314	17	owuor	owuor	NOUN
ajam-184	314	18	g	g	NOUN
ajam-184	314	19	,	,	PUNCT
ajam-184	314	20	wanyama	wanyama	PROPN
ajam-184	314	21	j	j	PROPN
ajam-184	314	22	(	(	PUNCT
ajam-184	314	23	2006	2006	NUM
ajam-184	314	24	)	)	PUNCT
ajam-184	314	25	.	.	PUNCT
ajam-184	315	1	market	market	NOUN
ajam-184	315	2	liberalization	liberalization	NOUN
ajam-184	315	3	and	and	CCONJ
ajam-184	315	4	agricultural	agricultural	ADJ
ajam-184	315	5	intensification	intensification	NOUN
ajam-184	315	6	in	in	ADP
ajam-184	315	7	kenya	kenya	PROPN
ajam-184	315	8	(	(	PUNCT
ajam-184	315	9	1992	1992	NUM
ajam-184	315	10	-	-	SYM
ajam-184	315	11	2002	2002	NUM
ajam-184	315	12	)	)	PUNCT
ajam-184	315	13	.	.	PUNCT
ajam-184	316	1	contributed	contribute	VERB
ajam-184	316	2	paper	paper	NOUN
ajam-184	316	3	prepared	prepare	VERB
ajam-184	316	4	for	for	ADP
ajam-184	316	5	presentation	presentation	NOUN
ajam-184	316	6	at	at	ADP
ajam-184	316	7	the	the	DET
ajam-184	316	8	26th	26th	ADJ
ajam-184	316	9	conference	conference	NOUN
ajam-184	316	10	of	of	ADP
ajam-184	316	11	the	the	DET
ajam-184	316	12	international	international	ADJ
ajam-184	316	13	association	association	NOUN
ajam-184	316	14	of	of	ADP
ajam-184	316	15	agricultural	agricultural	ADJ
ajam-184	316	16	economics	economic	NOUN
ajam-184	316	17	,	,	PUNCT
ajam-184	316	18	gold	gold	NOUN
ajam-184	316	19	coast	coast	NOUN
ajam-184	316	20	,	,	PUNCT
ajam-184	316	21	australia	australia	PROPN
ajam-184	316	22	.	.	PUNCT
ajam-184	317	1	[	[	X
ajam-184	317	2	http://www.iaae-agecon.org/	http://www.iaae-agecon.org/	X
ajam-184	317	3	]	]	X
ajam-184	317	4	.	.	PUNCT
ajam-184	317	5	de	de	ADJ
ajam-184	317	6	-	-	ADJ
ajam-184	317	7	groote	groote	ADJ
ajam-184	317	8	h	h	NOUN
ajam-184	317	9	,	,	PUNCT
ajam-184	317	10	wangare	wangare	ADJ
ajam-184	317	11	l	l	NOUN
ajam-184	317	12	,	,	PUNCT
ajam-184	317	13	kanampiu	kanampiu	NOUN
ajam-184	317	14	f	f	X
ajam-184	317	15	(	(	PUNCT
ajam-184	317	16	2007	2007	NUM
ajam-184	317	17	)	)	PUNCT
ajam-184	317	18	.	.	PUNCT
ajam-184	318	1	evaluating	evaluate	VERB
ajam-184	318	2	the	the	DET
ajam-184	318	3	use	use	NOUN
ajam-184	318	4	of	of	ADP
ajam-184	318	5	herbicide	herbicide	NOUN
ajam-184	318	6	-	-	PUNCT
ajam-184	318	7	coated	coat	VERB
ajam-184	318	8	imidazolinone	imidazolinone	NOUN
ajam-184	318	9	resistant	resistant	ADJ
ajam-184	318	10	(	(	PUNCT
ajam-184	318	11	ir	ir	NOUN
ajam-184	318	12	)	)	PUNCT
ajam-184	318	13	maize	maize	NOUN
ajam-184	318	14	seeds	seed	NOUN
ajam-184	318	15	to	to	PART
ajam-184	318	16	control	control	VERB
ajam-184	318	17	striga	striga	ADJ
ajam-184	318	18	in	in	ADP
ajam-184	318	19	farmers	farmer	NOUN
ajam-184	318	20	’	'	PUNCT
ajam-184	318	21	fields	field	NOUN
ajam-184	318	22	in	in	ADP
ajam-184	318	23	kenya	kenya	NOUN
ajam-184	318	24	,	,	PUNCT
ajam-184	318	25	crop	crop	NOUN
ajam-184	318	26	prot	prot	NOUN
ajam-184	318	27	.	.	PROPN
ajam-184	319	1	,	,	PUNCT
ajam-184	319	2	26	26	NUM
ajam-184	319	3	:	:	SYM
ajam-184	319	4	1496	1496	NUM
ajam-184	319	5	-	-	SYM
ajam-184	319	6	1506	1506	NUM
ajam-184	319	7	.	.	PUNCT
ajam-184	320	1	dolisca	dolisca	PROPN
ajam-184	320	2	f	f	PROPN
ajam-184	320	3	,	,	PUNCT
ajam-184	320	4	carter	carter	PROPN
ajam-184	320	5	dr	dr	PROPN
ajam-184	320	6	,	,	PUNCT
ajam-184	320	7	mcdaniel	mcdaniel	PROPN
ajam-184	320	8	jm	jm	PROPN
ajam-184	320	9	,	,	PUNCT
ajam-184	320	10	shannon	shannon	PROPN
ajam-184	320	11	da	da	PROPN
ajam-184	320	12	,	,	PUNCT
ajam-184	320	13	curtis	curtis	PROPN
ajam-184	320	14	mj	mj	PROPN
ajam-184	320	15	(	(	PUNCT
ajam-184	320	16	2006	2006	NUM
ajam-184	320	17	)	)	PUNCT
ajam-184	320	18	.	.	PUNCT
ajam-184	321	1	factors	factor	NOUN
ajam-184	321	2	influencing	influence	VERB
ajam-184	321	3	farmers	farmer	NOUN
ajam-184	321	4	’	'	PUNCT
ajam-184	321	5	participation	participation	NOUN
ajam-184	321	6	in	in	ADP
ajam-184	321	7	forestry	forestry	NOUN
ajam-184	321	8	management	management	NOUN
ajam-184	321	9	programs	program	NOUN
ajam-184	321	10	:	:	PUNCT
ajam-184	321	11	a	a	DET
ajam-184	321	12	case	case	NOUN
ajam-184	321	13	study	study	NOUN
ajam-184	321	14	from	from	ADP
ajam-184	321	15	haiti	haiti	PROPN
ajam-184	321	16	.	.	PUNCT
ajam-184	322	1	forest	forest	PROPN
ajam-184	322	2	ecol	ecol	PROPN
ajam-184	322	3	.	.	PUNCT
ajam-184	323	1	manage	manage	VERB
ajam-184	323	2	.	.	PUNCT
ajam-184	323	3	,	,	PUNCT
ajam-184	323	4	236	236	NUM
ajam-184	323	5	:	:	SYM
ajam-184	323	6	324331	324331	NUM
ajam-184	323	7	.	.	PUNCT
ajam-184	324	1	doss	doss	PROPN
ajam-184	324	2	cr	cr	PROPN
ajam-184	324	3	(	(	PUNCT
ajam-184	324	4	2003	2003	NUM
ajam-184	324	5	)	)	PUNCT
ajam-184	324	6	.	.	PUNCT
ajam-184	325	1	understanding	understand	VERB
ajam-184	325	2	farm	farm	NOUN
ajam-184	325	3	level	level	NOUN
ajam-184	325	4	technology	technology	NOUN
ajam-184	325	5	adoption	adoption	NOUN
ajam-184	325	6	:	:	PUNCT
ajam-184	325	7	lessons	lesson	NOUN
ajam-184	325	8	learned	learn	VERB
ajam-184	325	9	from	from	ADP
ajam-184	325	10	cimmyt	cimmyt	PROPN
ajam-184	325	11	’s	’s	PART
ajam-184	325	12	micro	micro	ADJ
ajam-184	325	13	surveys	survey	NOUN
ajam-184	325	14	in	in	ADP
ajam-184	325	15	eastern	eastern	PROPN
ajam-184	325	16	africa	africa	PROPN
ajam-184	325	17	.	.	PUNCT
ajam-184	326	1	cimmyt	cimmyt	PROPN
ajam-184	326	2	economics	economic	NOUN
ajam-184	326	3	working	working	PROPN
ajam-184	326	4	paper	paper	NOUN
ajam-184	326	5	03	03	NUM
ajam-184	326	6	–	–	PUNCT
ajam-184	326	7	07	07	NUM
ajam-184	326	8	.	.	X
ajam-184	326	9	mexico	mexico	PROPN
ajam-184	326	10	,	,	PUNCT
ajam-184	326	11	d.f	d.f	PROPN
ajam-184	326	12	.	.	PROPN
ajam-184	326	13	:	:	PUNCT
ajam-184	326	14	cimmyt	cimmyt	NOUN
ajam-184	326	15	,	,	PUNCT
ajam-184	326	16	26pp	26pp	NUM
ajam-184	326	17	.	.	PUNCT
ajam-184	327	1	feder	feder	PROPN
ajam-184	327	2	g	g	PROPN
ajam-184	327	3	(	(	PUNCT
ajam-184	327	4	1980	1980	NUM
ajam-184	327	5	)	)	PUNCT
ajam-184	327	6	.	.	PUNCT
ajam-184	328	1	farm	farm	NOUN
ajam-184	328	2	size	size	NOUN
ajam-184	328	3	,	,	PUNCT
ajam-184	328	4	risk	risk	NOUN
ajam-184	328	5	aversion	aversion	NOUN
ajam-184	328	6	and	and	CCONJ
ajam-184	328	7	the	the	DET
ajam-184	328	8	adoption	adoption	NOUN
ajam-184	328	9	of	of	ADP
ajam-184	328	10	new	new	ADJ
ajam-184	328	11	technology	technology	NOUN
ajam-184	328	12	under	under	ADP
ajam-184	328	13	uncertainty	uncertainty	NOUN
ajam-184	328	14	,	,	PUNCT
ajam-184	328	15	oxford	oxford	ADJ
ajam-184	328	16	economic	economic	ADJ
ajam-184	328	17	papers	paper	NOUN
ajam-184	328	18	,	,	PUNCT
ajam-184	328	19	32	32	NUM
ajam-184	328	20	:	:	SYM
ajam-184	328	21	263283	263283	NUM
ajam-184	328	22	.	.	PUNCT
ajam-184	329	1	feder	feder	PROPN
ajam-184	329	2	g	g	PROPN
ajam-184	329	3	,	,	PUNCT
ajam-184	329	4	just	just	ADV
ajam-184	329	5	re	re	ADP
ajam-184	329	6	,	,	PUNCT
ajam-184	329	7	zilberman	zilberman	PROPN
ajam-184	329	8	d	d	PROPN
ajam-184	329	9	(	(	PUNCT
ajam-184	329	10	1985	1985	NUM
ajam-184	329	11	)	)	PUNCT
ajam-184	329	12	.	.	PUNCT
ajam-184	330	1	adoption	adoption	NOUN
ajam-184	330	2	of	of	ADP
ajam-184	330	3	agricultural	agricultural	ADJ
ajam-184	330	4	innovations	innovation	NOUN
ajam-184	330	5	in	in	ADP
ajam-184	330	6	developing	develop	VERB
ajam-184	330	7	countries	country	NOUN
ajam-184	330	8	:	:	PUNCT
ajam-184	330	9	a	a	DET
ajam-184	330	10	survey	survey	NOUN
ajam-184	330	11	,	,	PUNCT
ajam-184	330	12	econ	econ	PROPN
ajam-184	330	13	.	.	PUNCT
ajam-184	331	1	dev	dev	PROPN
ajam-184	331	2	.	.	PUNCT
ajam-184	332	1	cul	cul	PROPN
ajam-184	332	2	.	.	PUNCT
ajam-184	333	1	ch	ch	PROPN
ajam-184	333	2	.	.	PROPN
ajam-184	333	3	,	,	PUNCT
ajam-184	333	4	33	33	NUM
ajam-184	333	5	:	:	PUNCT
ajam-184	333	6	255	255	NUM
ajam-184	333	7	-	-	SYM
ajam-184	333	8	297	297	NUM
ajam-184	333	9	.	.	PUNCT
ajam-184	334	1	fernandez	fernandez	PROPN
ajam-184	334	2	-	-	PUNCT
ajam-184	334	3	cornejo	cornejo	PROPN
ajam-184	334	4	j	j	PROPN
ajam-184	334	5	,	,	PUNCT
ajam-184	334	6	klotz	klotz	PROPN
ajam-184	334	7	-	-	PUNCT
ajam-184	334	8	ingram	ingram	PROPN
ajam-184	334	9	c	c	PROPN
ajam-184	334	10	,	,	PUNCT
ajam-184	334	11	jans	jans	PROPN
ajam-184	334	12	s	s	X
ajam-184	334	13	(	(	PUNCT
ajam-184	334	14	2002	2002	NUM
ajam-184	334	15	)	)	PUNCT
ajam-184	334	16	.	.	PUNCT
ajam-184	335	1	farm	farm	NOUN
ajam-184	335	2	-	-	PUNCT
ajam-184	335	3	level	level	NOUN
ajam-184	335	4	effects	effect	NOUN
ajam-184	335	5	of	of	ADP
ajam-184	335	6	adopting	adopt	VERB
ajam-184	335	7	herbicide	herbicide	NOUN
ajam-184	335	8	-	-	PUNCT
ajam-184	335	9	tolerant	tolerant	ADJ
ajam-184	335	10	soybeans	soybean	NOUN
ajam-184	335	11	in	in	ADP
ajam-184	335	12	the	the	DET
ajam-184	335	13	usa	usa	PROPN
ajam-184	335	14	.	.	PUNCT
ajam-184	335	15	j.	j.	PROPN
ajam-184	335	16	agric	agric	PROPN
ajam-184	335	17	.	.	PUNCT
ajam-184	336	1	appl	appl	PROPN
ajam-184	336	2	.	.	PUNCT
ajam-184	337	1	econ	econ	PROPN
ajam-184	337	2	.	.	PROPN
ajam-184	337	3	,	,	PUNCT
ajam-184	337	4	34(1	34(1	NUM
ajam-184	337	5	):	):	PUNCT
ajam-184	337	6	149	149	NUM
ajam-184	337	7	-	-	SYM
ajam-184	337	8	163	163	NUM
ajam-184	337	9	.	.	PUNCT
ajam-184	338	1	habtemariam	habtemariam	PROPN
ajam-184	338	2	a	a	PRON
ajam-184	338	3	(	(	PUNCT
ajam-184	338	4	2004	2004	NUM
ajam-184	338	5	)	)	PUNCT
ajam-184	338	6	.	.	PUNCT
ajam-184	339	1	the	the	DET
ajam-184	339	2	comparative	comparative	ADJ
ajam-184	339	3	influence	influence	NOUN
ajam-184	339	4	of	of	ADP
ajam-184	339	5	intervening	intervene	VERB
ajam-184	339	6	variables	variable	NOUN
ajam-184	339	7	in	in	ADP
ajam-184	339	8	the	the	DET
ajam-184	339	9	adoption	adoption	NOUN
ajam-184	339	10	behavior	behavior	NOUN
ajam-184	339	11	of	of	ADP
ajam-184	339	12	maize	maize	NOUN
ajam-184	339	13	and	and	CCONJ
ajam-184	339	14	dairy	dairy	NOUN
ajam-184	339	15	farmers	farmer	NOUN
ajam-184	339	16	in	in	ADP
ajam-184	339	17	shashemene	shashemene	NOUN
ajam-184	339	18	and	and	CCONJ
ajam-184	339	19	debre	debre	PROPN
ajam-184	339	20	zeit	zeit	PROPN
ajam-184	339	21	,	,	PUNCT
ajam-184	339	22	ethiopia	ethiopia	PROPN
ajam-184	339	23	.	.	PUNCT
ajam-184	340	1	thesis	thesis	NOUN
ajam-184	340	2	for	for	ADP
ajam-184	340	3	award	award	NOUN
ajam-184	340	4	of	of	ADP
ajam-184	340	5	phd	phd	NOUN
ajam-184	340	6	degree	degree	NOUN
ajam-184	340	7	at	at	ADP
ajam-184	340	8	,	,	PUNCT
ajam-184	340	9	university	university	PROPN
ajam-184	340	10	of	of	ADP
ajam-184	340	11	pretoria	pretoria	PROPN
ajam-184	340	12	,	,	PUNCT
ajam-184	340	13	south	south	PROPN
ajam-184	340	14	africa	africa	PROPN
ajam-184	340	15	,	,	PUNCT
ajam-184	340	16	p.	p.	PROPN
ajam-184	340	17	201	201	NUM
ajam-184	340	18	.	.	PUNCT
ajam-184	341	1	jayne	jayne	PROPN
ajam-184	341	2	ts	ts	PROPN
ajam-184	341	3	,	,	PUNCT
ajam-184	341	4	govereh	govereh	PROPN
ajam-184	341	5	j	j	PROPN
ajam-184	341	6	,	,	PUNCT
ajam-184	341	7	xu	xu	PROPN
ajam-184	342	1	z	z	X
ajam-184	342	2	,	,	PUNCT
ajam-184	342	3	ariga	ariga	PROPN
ajam-184	342	4	j	j	PROPN
ajam-184	342	5	,	,	PUNCT
ajam-184	342	6	mghenyi	mghenyi	PROPN
ajam-184	342	7	e	e	X
ajam-184	342	8	(	(	PUNCT
ajam-184	342	9	2006	2006	NUM
ajam-184	342	10	)	)	PUNCT
ajam-184	342	11	.	.	PUNCT
ajam-184	343	1	factors	factor	NOUN
ajam-184	343	2	affecting	affect	VERB
ajam-184	343	3	small	small	ADJ
ajam-184	343	4	farmers	farmer	NOUN
ajam-184	343	5	’	'	PUNCT
ajam-184	343	6	use	use	NOUN
ajam-184	343	7	of	of	ADP
ajam-184	343	8	improved	improved	ADJ
ajam-184	343	9	maize	maize	NOUN
ajam-184	343	10	technologies	technology	NOUN
ajam-184	343	11	:	:	PUNCT
ajam-184	343	12	evidence	evidence	NOUN
ajam-184	343	13	from	from	ADP
ajam-184	343	14	kenya	kenya	PROPN
ajam-184	343	15	and	and	CCONJ
ajam-184	343	16	zambia	zambia	PROPN
ajam-184	343	17	.	.	PUNCT
ajam-184	344	1	paper	paper	NOUN
ajam-184	344	2	prepared	prepare	VERB
ajam-184	344	3	for	for	ADP
ajam-184	344	4	the	the	DET
ajam-184	344	5	organized	organized	ADJ
ajam-184	344	6	symposium	symposium	NOUN
ajam-184	344	7	“	"	PUNCT
ajam-184	344	8	seed	seed	NOUN
ajam-184	344	9	/	/	SYM
ajam-184	344	10	fertilizer	fertilizer	NOUN
ajam-184	344	11	technology	technology	NOUN
ajam-184	344	12	,	,	PUNCT
ajam-184	344	13	cereal	cereal	NOUN
ajam-184	344	14	productivity	productivity	NOUN
ajam-184	344	15	and	and	CCONJ
ajam-184	344	16	propoor	propoor	NOUN
ajam-184	344	17	growth	growth	NOUN
ajam-184	344	18	in	in	ADP
ajam-184	344	19	africa	africa	PROPN
ajam-184	344	20	:	:	PUNCT
ajam-184	344	21	time	time	NOUN
ajam-184	344	22	for	for	ADP
ajam-184	344	23	new	new	ADJ
ajam-184	344	24	thinking	thinking	NOUN
ajam-184	344	25	?	?	PUNCT
ajam-184	344	26	”	"	PUNCT
ajam-184	344	27	meetings	meeting	NOUN
ajam-184	344	28	of	of	ADP
ajam-184	344	29	the	the	DET
ajam-184	344	30	international	international	ADJ
ajam-184	344	31	association	association	NOUN
ajam-184	344	32	of	of	ADP
ajam-184	344	33	agricultural	agricultural	ADJ
ajam-184	344	34	economists	economist	NOUN
ajam-184	344	35	(	(	PUNCT
ajam-184	344	36	iaae	iaae	PROPN
ajam-184	344	37	)	)	PUNCT
ajam-184	344	38	12	12	NUM
ajam-184	344	39	-	-	SYM
ajam-184	344	40	18	18	NUM
ajam-184	344	41	august	august	PROPN
ajam-184	344	42	2006	2006	NUM
ajam-184	344	43	gold	gold	NOUN
ajam-184	344	44	coast	coast	NOUN
ajam-184	344	45	,	,	PUNCT
ajam-184	344	46	queensland	queensland	PROPN
ajam-184	344	47	,	,	PUNCT
ajam-184	344	48	australia	australia	PROPN
ajam-184	344	49	.	.	PUNCT
ajam-184	345	1	[	[	X
ajam-184	345	2	http://www.iaaeagecon.org/	http://www.iaaeagecon.org/	X
ajam-184	345	3	]	]	X
ajam-184	345	4	.	.	PUNCT
ajam-184	346	1	kanampiu	kanampiu	NOUN
ajam-184	346	2	f	f	X
ajam-184	346	3	,	,	PUNCT
ajam-184	346	4	omanya	omanya	VERB
ajam-184	346	5	g	g	PROPN
ajam-184	346	6	,	,	PUNCT
ajam-184	346	7	muchiri	muchiri	NOUN
ajam-184	346	8	n	n	CCONJ
ajam-184	346	9	,	,	PUNCT
ajam-184	346	10	nang’ayo	nang’ayo	PROPN
ajam-184	346	11	f	f	PROPN
ajam-184	346	12	,	,	PUNCT
ajam-184	346	13	werehire	werehire	VERB
ajam-184	346	14	p	p	PRON
ajam-184	346	15	,	,	PUNCT
ajam-184	346	16	tyrell	tyrell	PROPN
ajam-184	346	17	d	d	PROPN
ajam-184	346	18	,	,	PUNCT
ajam-184	346	19	sthamer	sthamer	NOUN
ajam-184	346	20	v	v	NOUN
ajam-184	346	21	(	(	PUNCT
ajam-184	346	22	2006	2006	NUM
ajam-184	346	23	)	)	PUNCT
ajam-184	346	24	.	.	PUNCT
ajam-184	347	1	launch	launch	NOUN
ajam-184	347	2	of	of	ADP
ajam-184	347	3	strigaway	strigaway	NOUN
ajam-184	347	4	(	(	PUNCT
ajam-184	347	5	irm	irm	PROPN
ajam-184	347	6	)	)	PUNCT
ajam-184	347	7	technology	technology	NOUN
ajam-184	347	8	for	for	ADP
ajam-184	347	9	striga	striga	ADJ
ajam-184	347	10	control	control	PROPN
ajam-184	347	11	in	in	ADP
ajam-184	347	12	africa	africa	PROPN
ajam-184	347	13	,	,	PUNCT
ajam-184	347	14	proceedings	proceeding	NOUN
ajam-184	347	15	of	of	ADP
ajam-184	347	16	the	the	DET
ajam-184	347	17	launch	launch	NOUN
ajam-184	347	18	of	of	ADP
ajam-184	347	19	the	the	DET
ajam-184	347	20	strigaway	strigaway	NOUN
ajam-184	347	21	(	(	PUNCT
ajam-184	347	22	irm	irm	PROPN
ajam-184	347	23	)	)	PUNCT
ajam-184	347	24	technology	technology	NOUN
ajam-184	347	25	.	.	PUNCT
ajam-184	348	1	5	5	NUM
ajam-184	348	2	-	-	SYM
ajam-184	348	3	7	7	NUM
ajam-184	348	4	july	july	PROPN
ajam-184	348	5	2005	2005	NUM
ajam-184	348	6	,	,	PUNCT
ajam-184	348	7	kisumu	kisumu	PROPN
ajam-184	348	8	,	,	PUNCT
ajam-184	348	9	kenya	kenya	PROPN
ajam-184	348	10	,	,	PUNCT
ajam-184	348	11	pp	pp	ADJ
ajam-184	348	12	.	.	PUNCT
ajam-184	349	1	5	5	NUM
ajam-184	349	2	-	-	SYM
ajam-184	349	3	62	62	NUM
ajam-184	349	4	.	.	PUNCT
ajam-184	350	1	kavia	kavia	PROPN
ajam-184	350	2	fy	fy	PROPN
ajam-184	350	3	,	,	PUNCT
ajam-184	350	4	mushongi	mushongi	PROPN
ajam-184	350	5	cc	cc	PROPN
ajam-184	350	6	,	,	PUNCT
ajam-184	350	7	sonda	sonda	NOUN
ajam-184	350	8	gb	gb	ADP
ajam-184	350	9	(	(	PUNCT
ajam-184	350	10	2007	2007	NUM
ajam-184	350	11	)	)	PUNCT
ajam-184	350	12	.	.	PUNCT
ajam-184	351	1	factors	factor	NOUN
ajam-184	351	2	affecting	affect	VERB
ajam-184	351	3	adoption	adoption	NOUN
ajam-184	351	4	of	of	ADP
ajam-184	351	5	cassava	cassava	NOUN
ajam-184	351	6	varieties	variety	NOUN
ajam-184	351	7	:	:	PUNCT
ajam-184	351	8	a	a	DET
ajam-184	351	9	case	case	NOUN
ajam-184	351	10	of	of	ADP
ajam-184	351	11	cassava	cassava	NOUN
ajam-184	351	12	mosaic	mosaic	ADJ
ajam-184	351	13	disease	disease	NOUN
ajam-184	351	14	tolerant	tolerant	ADJ
ajam-184	351	15	varieties	variety	NOUN
ajam-184	351	16	in	in	ADP
ajam-184	351	17	lake	lake	NOUN
ajam-184	351	18	zone	zone	NOUN
ajam-184	351	19	regions	region	NOUN
ajam-184	351	20	–	–	PUNCT
ajam-184	351	21	tanzania	tanzania	PROPN
ajam-184	351	22	african	african	ADJ
ajam-184	351	23	crop	crop	NOUN
ajam-184	351	24	science	science	NOUN
ajam-184	351	25	conference	conference	NOUN
ajam-184	351	26	proceedings	proceeding	NOUN
ajam-184	351	27	8	8	NUM
ajam-184	351	28	:	:	PUNCT
ajam-184	351	29	1875	1875	NUM
ajam-184	351	30	-	-	SYM
ajam-184	351	31	1878	1878	NUM
ajam-184	351	32	.	.	PUNCT
ajam-184	352	1	klingman	klingman	PROPN
ajam-184	352	2	gc	gc	PROPN
ajam-184	352	3	(	(	PUNCT
ajam-184	352	4	1961	1961	NUM
ajam-184	352	5	)	)	PUNCT
ajam-184	352	6	.	.	PUNCT
ajam-184	353	1	weed	weed	NOUN
ajam-184	353	2	control	control	NOUN
ajam-184	353	3	:	:	PUNCT
ajam-184	353	4	as	as	ADP
ajam-184	353	5	a	a	DET
ajam-184	353	6	science	science	NOUN
ajam-184	353	7	.	.	PUNCT
ajam-184	354	1	wiley	wiley	PROPN
ajam-184	354	2	eastern	eastern	PROPN
ajam-184	354	3	private	private	PROPN
ajam-184	354	4	ltd	ltd	PROPN
ajam-184	354	5	.	.	PROPN
ajam-184	354	6	,	,	PUNCT
ajam-184	354	7	new	new	ADJ
ajam-184	354	8	dehli	dehli	PROPN
ajam-184	354	9	,	,	PUNCT
ajam-184	354	10	p.421	p.421	NUM
ajam-184	354	11	.	.	PUNCT
ajam-184	355	1	kotler	kotler	PROPN
ajam-184	355	2	p	p	PROPN
ajam-184	355	3	,	,	PUNCT
ajam-184	355	4	armstrong	armstrong	PROPN
ajam-184	355	5	g	g	PROPN
ajam-184	355	6	(	(	PUNCT
ajam-184	355	7	1994	1994	NUM
ajam-184	355	8	)	)	PUNCT
ajam-184	355	9	.	.	PUNCT
ajam-184	356	1	principles	principle	NOUN
ajam-184	356	2	of	of	ADP
ajam-184	356	3	marketing	marketing	NOUN
ajam-184	356	4	practice	practice	NOUN
ajam-184	356	5	.	.	PUNCT
ajam-184	357	1	hall	hall	PROPN
ajam-184	357	2	international	international	ADJ
ajam-184	357	3	editions	edition	NOUN
ajam-184	357	4	,	,	PUNCT
ajam-184	357	5	englewood	englewood	PROPN
ajam-184	357	6	cliffs	cliff	NOUN
ajam-184	357	7	.	.	PUNCT
ajam-184	358	1	langyintuo	langyintuo	VERB
ajam-184	358	2	as	as	ADP
ajam-184	358	3	,	,	PUNCT
ajam-184	358	4	mulugetta	mulugetta	PROPN
ajam-184	358	5	m	m	PROPN
ajam-184	358	6	(	(	PUNCT
ajam-184	358	7	2005	2005	NUM
ajam-184	358	8	)	)	PUNCT
ajam-184	358	9	.	.	PUNCT
ajam-184	359	1	modelling	model	VERB
ajam-184	359	2	agricultural	agricultural	ADJ
ajam-184	359	3	technology	technology	NOUN
ajam-184	359	4	adoption	adoption	NOUN
ajam-184	359	5	using	use	VERB
ajam-184	359	6	the	the	DET
ajam-184	359	7	software	software	NOUN
ajam-184	359	8	stata	stata	NOUN
ajam-184	359	9	.	.	PUNCT
ajam-184	360	1	international	international	ADJ
ajam-184	360	2	maize	maize	NOUN
ajam-184	360	3	and	and	CCONJ
ajam-184	360	4	wheat	wheat	NOUN
ajam-184	360	5	improvement	improvement	NOUN
ajam-184	360	6	center	center	NOUN
ajam-184	360	7	(	(	PUNCT
ajam-184	360	8	cimmyt	cimmyt	NOUN
ajam-184	360	9	)	)	PUNCT
ajam-184	360	10	training	training	NOUN
ajam-184	360	11	manual	manual	NOUN
ajam-184	360	12	no	no	INTJ
ajam-184	360	13	.	.	PUNCT
ajam-184	361	1	1/2005	1/2005	NUM
ajam-184	361	2	(	(	PUNCT
ajam-184	361	3	part	part	NOUN
ajam-184	361	4	two	two	NUM
ajam-184	361	5	)	)	PUNCT
ajam-184	361	6	.	.	PUNCT
ajam-184	362	1	p.	p.	NOUN
ajam-184	362	2	o.	o.	PROPN
ajam-184	362	3	box	box	PROPN
ajam-184	362	4	mp	mp	PROPN
ajam-184	362	5	163	163	NUM
ajam-184	362	6	,	,	PUNCT
ajam-184	362	7	mount	mount	PROPN
ajam-184	362	8	pleasant	pleasant	PROPN
ajam-184	362	9	,	,	PUNCT
ajam-184	362	10	harare	harare	PROPN
ajam-184	362	11	,	,	PUNCT
ajam-184	362	12	zimbabwe	zimbabwe	PROPN
ajam-184	362	13	.	.	PUNCT
ajam-184	363	1	manyong	manyong	PROPN
ajam-184	363	2	vm	vm	PROPN
ajam-184	363	3	,	,	PUNCT
ajam-184	363	4	alene	alene	PROPN
ajam-184	363	5	ad	ad	NOUN
ajam-184	363	6	,	,	PUNCT
ajam-184	363	7	olanrewaju	olanrewaju	ADJ
ajam-184	363	8	a	a	DET
ajam-184	363	9	,	,	PUNCT
ajam-184	363	10	ayedun	ayedun	PROPN
ajam-184	363	11	b	b	NOUN
ajam-184	363	12	,	,	PUNCT
ajam-184	363	13	rweyendela	rweyendela	ADP
ajam-184	363	14	v	v	ADP
ajam-184	363	15	,	,	PUNCT
ajam-184	363	16	wesonga	wesonga	ADV
ajam-184	363	17	as	as	ADP
ajam-184	363	18	,	,	PUNCT
ajam-184	363	19	omanya	omanya	NOUN
ajam-184	363	20	g	g	PROPN
ajam-184	363	21	,	,	PUNCT
ajam-184	363	22	mignouna	mignouna	NOUN
ajam-184	363	23	hd	hd	PROPN
ajam-184	363	24	,	,	PUNCT
ajam-184	363	25	bokanga	bokanga	PROPN
ajam-184	363	26	m	m	PROPN
ajam-184	363	27	(	(	PUNCT
ajam-184	363	28	2008	2008	NUM
ajam-184	363	29	)	)	PUNCT
ajam-184	363	30	.	.	PUNCT
ajam-184	364	1	baseline	baseline	PROPN
ajam-184	364	2	study	study	NOUN
ajam-184	364	3	of	of	ADP
ajam-184	364	4	striga	striga	ADJ
ajam-184	364	5	control	control	NOUN
ajam-184	364	6	using	use	VERB
ajam-184	364	7	imazapyr	imazapyr	VERB
ajam-184	364	8	-	-	PUNCT
ajam-184	364	9	resistant	resistant	ADJ
ajam-184	364	10	(	(	PUNCT
ajam-184	364	11	ir	ir	NOUN
ajam-184	364	12	)	)	PUNCT
ajam-184	364	13	maize	maize	NOUN
ajam-184	364	14	in	in	ADP
ajam-184	364	15	western	western	ADJ
ajam-184	364	16	kenya	kenya	PROPN
ajam-184	364	17	.	.	PUNCT
ajam-184	365	1	an	an	DET
ajam-184	365	2	agricultural	agricultural	ADJ
ajam-184	365	3	collaborative	collaborative	ADJ
ajam-184	365	4	study	study	NOUN
ajam-184	365	5	on	on	ADP
ajam-184	365	6	striga	striga	ADJ
ajam-184	365	7	control	control	NOUN
ajam-184	365	8	by	by	ADP
ajam-184	365	9	the	the	DET
ajam-184	365	10	african	african	ADJ
ajam-184	365	11	agricultural	agricultural	ADJ
ajam-184	365	12	technology	technology	PROPN
ajam-184	365	13	foundation	foundation	NOUN
ajam-184	365	14	and	and	CCONJ
ajam-184	365	15	the	the	DET
ajam-184	365	16	international	international	PROPN
ajam-184	365	17	institute	institute	PROPN
ajam-184	365	18	of	of	ADP
ajam-184	365	19	tropical	tropical	PROPN
ajam-184	365	20	agriculture	agriculture	NOUN
ajam-184	365	21	,	,	PUNCT
ajam-184	365	22	55	55	NUM
ajam-184	365	23	pp	pp	NOUN
ajam-184	365	24	.	.	PUNCT
ajam-184	366	1	martínez	martínez	PROPN
ajam-184	366	2	er	er	INTJ
ajam-184	366	3	(	(	PUNCT
ajam-184	366	4	2006	2006	NUM
ajam-184	366	5	)	)	PUNCT
ajam-184	366	6	.	.	PUNCT
ajam-184	367	1	a	a	DET
ajam-184	367	2	box	box	NOUN
ajam-184	367	3	-	-	PUNCT
ajam-184	367	4	cox	cox	VERB
ajam-184	367	5	double	double	ADJ
ajam-184	367	6	-	-	PUNCT
ajam-184	367	7	hurdle	hurdle	NOUN
ajam-184	367	8	model	model	NOUN
ajam-184	367	9	of	of	ADP
ajam-184	367	10	wildlife	wildlife	NOUN
ajam-184	367	11	valuation	valuation	NOUN
ajam-184	367	12	:	:	PUNCT
ajam-184	367	13	the	the	DET
ajam-184	367	14	citizen	citizen	NOUN
ajam-184	367	15	’s	’s	PART
ajam-184	367	16	perspective	perspective	NOUN
ajam-184	367	17	.	.	PUNCT
ajam-184	368	1	ecol	ecol	PROPN
ajam-184	368	2	.	.	PUNCT
ajam-184	369	1	econ	econ	PROPN
ajam-184	369	2	.	.	PROPN
ajam-184	369	3	,	,	PUNCT
ajam-184	369	4	58(1	58(1	NUM
ajam-184	369	5	):	):	PUNCT
ajam-184	369	6	192	192	NUM
ajam-184	369	7	-	-	SYM
ajam-184	369	8	208	208	NUM
ajam-184	369	9	.	.	PUNCT
ajam-184	370	1	mignouna	mignouna	PROPN
ajam-184	370	2	db	db	PROPN
ajam-184	370	3	,	,	PUNCT
ajam-184	370	4	mutabazi	mutabazi	ADV
ajam-184	370	5	kds	kds	PROPN
ajam-184	370	6	,	,	PUNCT
ajam-184	370	7	senkondo	senkondo	NOUN
ajam-184	370	8	em	em	PRON
ajam-184	370	9	,	,	PUNCT
ajam-184	370	10	manyong	manyong	PROPN
ajam-184	370	11	vm	vm	PROPN
ajam-184	370	12	(	(	PUNCT
ajam-184	370	13	2011	2011	NUM
ajam-184	370	14	)	)	PUNCT
ajam-184	370	15	.	.	PUNCT
ajam-184	371	1	imazapyr	imazapyr	VERB
ajam-184	371	2	-	-	PUNCT
ajam-184	371	3	resistant	resistant	ADJ
ajam-184	371	4	maize	maize	NOUN
ajam-184	371	5	technology	technology	NOUN
ajam-184	371	6	adoption	adoption	NOUN
ajam-184	371	7	for	for	ADP
ajam-184	371	8	witch	witch	NOUN
ajam-184	371	9	weed	weed	NOUN
ajam-184	371	10	control	control	NOUN
ajam-184	371	11	in	in	ADP
ajam-184	371	12	western	western	ADJ
ajam-184	371	13	kenya	kenya	PROPN
ajam-184	371	14	.	.	PUNCT
ajam-184	372	1	afr	afr	PROPN
ajam-184	372	2	.	.	PUNCT
ajam-184	373	1	crop	crop	PROPN
ajam-184	373	2	sci	sci	PROPN
ajam-184	373	3	.	.	PUNCT
ajam-184	374	1	j.	j.	PROPN
ajam-184	374	2	,	,	PUNCT
ajam-184	374	3	19	19	NUM
ajam-184	374	4	:	:	SYM
ajam-184	374	5	187	187	NUM
ajam-184	374	6	-	-	SYM
ajam-184	374	7	196	196	NUM
ajam-184	374	8	.	.	PUNCT
ajam-184	375	1	moffatt	moffatt	PROPN
ajam-184	375	2	pg	pg	PROPN
ajam-184	375	3	(	(	PUNCT
ajam-184	375	4	2003	2003	NUM
ajam-184	375	5	)	)	PUNCT
ajam-184	375	6	.	.	PUNCT
ajam-184	376	1	hurdle	hurdle	NOUN
ajam-184	376	2	models	model	NOUN
ajam-184	376	3	of	of	ADP
ajam-184	376	4	loan	loan	NOUN
ajam-184	376	5	default	default	NOUN
ajam-184	376	6	.	.	PUNCT
ajam-184	377	1	school	school	NOUN
ajam-184	377	2	of	of	ADP
ajam-184	377	3	economic	economic	ADJ
ajam-184	377	4	and	and	CCONJ
ajam-184	377	5	social	social	ADJ
ajam-184	377	6	studies	study	NOUN
ajam-184	377	7	university	university	PROPN
ajam-184	377	8	of	of	ADP
ajam-184	377	9	east	east	PROPN
ajam-184	377	10	anglia	anglia	PROPN
ajam-184	377	11	.	.	PUNCT
ajam-184	378	1	available	available	ADJ
ajam-184	378	2	on	on	ADP
ajam-184	378	3	-	-	PUNCT
ajam-184	378	4	line	line	NOUN
ajam-184	378	5	at	at	ADP
ajam-184	378	6	http://www.crc.ems.ed.ac.uk/conference/presentations/moffat.pdf.spe	http://www.crc.ems.ed.ac.uk/conference/presentations/moffat.pdf.spe	X
ajam-184	378	7	ll	ll	VERB
ajam-184	378	8	correctly	correctly	ADV
ajam-184	378	9	.	.	PUNCT
ajam-184	379	1	moser	moser	PROPN
ajam-184	379	2	cm	cm	PROPN
ajam-184	379	3	,	,	PUNCT
ajam-184	379	4	barrett	barrett	PROPN
ajam-184	379	5	cb	cb	PROPN
ajam-184	379	6	(	(	PUNCT
ajam-184	379	7	2006	2006	NUM
ajam-184	379	8	)	)	PUNCT
ajam-184	379	9	.	.	PUNCT
ajam-184	380	1	the	the	DET
ajam-184	380	2	dynamics	dynamic	NOUN
ajam-184	380	3	of	of	ADP
ajam-184	380	4	smallholder	smallholder	NOUN
ajam-184	380	5	technology	technology	NOUN
ajam-184	380	6	adoption	adoption	NOUN
ajam-184	380	7	:	:	PUNCT
ajam-184	380	8	the	the	DET
ajam-184	380	9	case	case	NOUN
ajam-184	380	10	of	of	ADP
ajam-184	380	11	sri	sri	PROPN
ajam-184	380	12	in	in	ADP
ajam-184	380	13	madagascar	madagascar	PROPN
ajam-184	380	14	.	.	PUNCT
ajam-184	381	1	agricultural	agricultural	ADJ
ajam-184	381	2	economics	economic	NOUN
ajam-184	381	3	35	35	NUM
ajam-184	381	4	:	:	PUNCT
ajam-184	381	5	373	373	NUM
ajam-184	381	6	-	-	SYM
ajam-184	381	7	388	388	NUM
ajam-184	381	8	.	.	PUNCT
ajam-184	382	1	mutandwa	mutandwa	VERB
ajam-184	382	2	e	e	NOUN
ajam-184	382	3	,	,	PUNCT
ajam-184	382	4	gadzirayi	gadzirayi	VERB
ajam-184	382	5	ct	ct	PROPN
ajam-184	382	6	,	,	PUNCT
ajam-184	382	7	zingwe	zingwe	PROPN
ajam-184	382	8	f	f	PROPN
ajam-184	383	1	(	(	PUNCT
ajam-184	383	2	2007	2007	NUM
ajam-184	383	3	)	)	PUNCT
ajam-184	383	4	.	.	PUNCT
ajam-184	384	1	factors	factor	NOUN
ajam-184	384	2	affecting	affect	VERB
ajam-184	384	3	adoption	adoption	NOUN
ajam-184	384	4	of	of	ADP
ajam-184	384	5	long	long	ADJ
ajam-184	384	6	staple	staple	ADJ
ajam-184	384	7	cotton	cotton	NOUN
ajam-184	384	8	variety	variety	NOUN
ajam-184	384	9	among	among	ADP
ajam-184	384	10	smallholder	smallholder	NOUN
ajam-184	384	11	farmers	farmer	NOUN
ajam-184	384	12	in	in	ADP
ajam-184	384	13	zimbabwe	zimbabwe	PROPN
ajam-184	384	14	.	.	PUNCT
ajam-184	385	1	eastern	eastern	PROPN
ajam-184	385	2	afr	afr	PROPN
ajam-184	385	3	.	.	PUNCT
ajam-184	386	1	soc	soc	PROPN
ajam-184	386	2	.	.	PUNCT
ajam-184	387	1	sci	sci	PROPN
ajam-184	387	2	.	.	PUNCT
ajam-184	387	3	res	res	PROPN
ajam-184	387	4	.	.	PUNCT
ajam-184	388	1	rev	rev	PROPN
ajam-184	388	2	.	.	PROPN
ajam-184	388	3	,	,	PUNCT
ajam-184	388	4	23(1	23(1	NUM
ajam-184	388	5	):	):	PUNCT
ajam-184	388	6	1	1	NUM
ajam-184	388	7	-	-	SYM
ajam-184	388	8	14	14	NUM
ajam-184	388	9	.	.	PUNCT
ajam-184	389	1	mwabu	mwabu	PROPN
ajam-184	389	2	g	g	PROPN
ajam-184	389	3	,	,	PUNCT
ajam-184	389	4	mwangi	mwangi	PROPN
ajam-184	389	5	w	w	PROPN
ajam-184	389	6	,	,	PUNCT
ajam-184	389	7	nyangito	nyangito	NOUN
ajam-184	389	8	h	h	NOUN
ajam-184	389	9	(	(	PUNCT
ajam-184	389	10	2006	2006	NUM
ajam-184	389	11	)	)	PUNCT
ajam-184	389	12	.	.	PUNCT
ajam-184	390	1	does	do	AUX
ajam-184	390	2	adoption	adoption	NOUN
ajam-184	390	3	of	of	ADP
ajam-184	390	4	improved	improved	ADJ
ajam-184	390	5	maize	maize	NOUN
ajam-184	390	6	varieties	variety	NOUN
ajam-184	390	7	reduce	reduce	VERB
ajam-184	390	8	poverty	poverty	NOUN
ajam-184	390	9	?	?	PUNCT
ajam-184	391	1	evidence	evidence	NOUN
ajam-184	391	2	from	from	ADP
ajam-184	391	3	kenya	kenya	PROPN
ajam-184	391	4	.	.	PUNCT
ajam-184	392	1	poster	poster	NOUN
ajam-184	392	2	paper	paper	NOUN
ajam-184	392	3	prepared	prepare	VERB
ajam-184	392	4	for	for	ADP
ajam-184	392	5	presentation	presentation	NOUN
ajam-184	392	6	at	at	ADP
ajam-184	392	7	the	the	DET
ajam-184	392	8	international	international	ADJ
ajam-184	392	9	association	association	NOUN
ajam-184	392	10	of	of	ADP
ajam-184	392	11	agricultural	agricultural	ADJ
ajam-184	392	12	economists	economist	NOUN
ajam-184	392	13	conference	conference	NOUN
ajam-184	392	14	,	,	PUNCT
ajam-184	392	15	gold	gold	NOUN
ajam-184	392	16	coast	coast	NOUN
ajam-184	392	17	,	,	PUNCT
ajam-184	392	18	australia	australia	PROPN
ajam-184	392	19	,	,	PUNCT
ajam-184	392	20	august	august	PROPN
ajam-184	392	21	12	12	NUM
ajam-184	392	22	-	-	SYM
ajam-184	392	23	18	18	NUM
ajam-184	392	24	,	,	PUNCT
ajam-184	392	25	2006	2006	NUM
ajam-184	392	26	,	,	PUNCT
ajam-184	392	27	p.	p.	NOUN
ajam-184	392	28	15	15	NUM
ajam-184	392	29	.	.	PUNCT
ajam-184	393	1	mwangi	mwangi	PROPN
ajam-184	393	2	wm	wm	PROPN
ajam-184	393	3	,	,	PUNCT
ajam-184	393	4	lynam	lynam	PROPN
ajam-184	393	5	j	j	PROPN
ajam-184	393	6	,	,	PUNCT
ajam-184	393	7	hassan	hassan	PROPN
ajam-184	393	8	r	r	X
ajam-184	393	9	(	(	PUNCT
ajam-184	393	10	1998	1998	NUM
ajam-184	393	11	)	)	PUNCT
ajam-184	393	12	.	.	PUNCT
ajam-184	394	1	current	current	ADJ
ajam-184	394	2	challenges	challenge	NOUN
ajam-184	394	3	and	and	CCONJ
ajam-184	394	4	strategic	strategic	ADJ
ajam-184	394	5	future	future	ADJ
ajam-184	394	6	choices	choice	NOUN
ajam-184	394	7	for	for	ADP
ajam-184	394	8	maize	maize	NOUN
ajam-184	394	9	research	research	NOUN
ajam-184	394	10	and	and	CCONJ
ajam-184	394	11	policy	policy	NOUN
ajam-184	394	12	in	in	ADP
ajam-184	394	13	kenya	kenya	PROPN
ajam-184	394	14	,	,	PUNCT
ajam-184	394	15	in	in	ADP
ajam-184	394	16	:	:	PUNCT
ajam-184	394	17	hassan	hassan	PROPN
ajam-184	394	18	,	,	PUNCT
ajam-184	394	19	r.	r.	PROPN
ajam-184	394	20	(	(	PUNCT
ajam-184	394	21	ed	ed	NOUN
ajam-184	394	22	.	.	PUNCT
ajam-184	394	23	)	)	PUNCT
ajam-184	394	24	.	.	PUNCT
ajam-184	395	1	maize	maize	NOUN
ajam-184	395	2	technology	technology	NOUN
ajam-184	395	3	development	development	NOUN
ajam-184	395	4	and	and	CCONJ
ajam-184	395	5	transfer	transfer	NOUN
ajam-184	395	6	:	:	PUNCT
ajam-184	395	7	a	a	DET
ajam-184	395	8	gis	gis	PROPN
ajam-184	395	9	application	application	NOUN
ajam-184	395	10	forresearch	forresearch	NOUN
ajam-184	395	11	planning	planning	NOUN
ajam-184	395	12	in	in	ADP
ajam-184	395	13	kenya	kenya	PROPN
ajam-184	395	14	,	,	PUNCT
ajam-184	395	15	wallingford	wallingford	PROPN
ajam-184	395	16	:	:	PUNCT
ajam-184	395	17	cab	cab	PROPN
ajam-184	395	18	international	international	PROPN
ajam-184	395	19	,	,	PUNCT
ajam-184	395	20	uk	uk	PROPN
ajam-184	395	21	.	.	PUNCT
ajam-184	396	1	[	[	X
ajam-184	396	2	http://www.escholarship.org/uc/item/9666220j.pdf	http://www.escholarship.org/uc/item/9666220j.pdf	X
ajam-184	396	3	]	]	X
ajam-184	396	4	.	.	PUNCT
ajam-184	397	1	newman	newman	PROPN
ajam-184	397	2	c	c	PROPN
ajam-184	397	3	,	,	PUNCT
ajam-184	397	4	henchion	henchion	PROPN
ajam-184	397	5	m	m	PROPN
ajam-184	397	6	,	,	PUNCT
ajam-184	397	7	matthews	matthews	PROPN
ajam-184	397	8	a	a	PRON
ajam-184	397	9	(	(	PUNCT
ajam-184	397	10	2001	2001	NUM
ajam-184	397	11	)	)	PUNCT
ajam-184	397	12	.	.	PUNCT
ajam-184	398	1	infrequency	infrequency	NOUN
ajam-184	398	2	of	of	ADP
ajam-184	398	3	purchase	purchase	NOUN
ajam-184	398	4	and	and	CCONJ
ajam-184	398	5	double	double	ADJ
ajam-184	398	6	-	-	PUNCT
ajam-184	398	7	hurdle	hurdle	NOUN
ajam-184	398	8	models	model	NOUN
ajam-184	398	9	of	of	ADP
ajam-184	398	10	irish	irish	ADJ
ajam-184	398	11	households	household	NOUN
ajam-184	398	12	'	'	PART
ajam-184	398	13	meat	meat	NOUN
ajam-184	398	14	expenditure	expenditure	NOUN
ajam-184	398	15	.	.	PUNCT
ajam-184	399	1	eur	eur	PROPN
ajam-184	399	2	.	.	PUNCT
ajam-184	400	1	rev	rev	PROPN
ajam-184	400	2	.	.	PROPN
ajam-184	400	3	agric	agric	PROPN
ajam-184	400	4	.	.	PUNCT
ajam-184	401	1	econ	econ	PROPN
ajam-184	401	2	.	.	PROPN
ajam-184	401	3	,	,	PUNCT
ajam-184	401	4	28(4	28(4	NUM
ajam-184	401	5	):	):	PUNCT
ajam-184	401	6	393	393	NUM
ajam-184	401	7	-	-	SYM
ajam-184	401	8	419	419	NUM
ajam-184	401	9	.	.	PUNCT
ajam-184	402	1	njeri	njeri	PROPN
ajam-184	402	2	fn	fn	PROPN
ajam-184	403	1	(	(	PUNCT
ajam-184	403	2	2007	2007	NUM
ajam-184	403	3	)	)	PUNCT
ajam-184	403	4	.	.	PUNCT
ajam-184	404	1	adoption	adoption	NOUN
ajam-184	404	2	of	of	ADP
ajam-184	404	3	agricultural	agricultural	ADJ
ajam-184	404	4	innovations	innovation	NOUN
ajam-184	404	5	by	by	ADP
ajam-184	404	6	smallholder	smallholder	NOUN
ajam-184	404	7	farmers	farmer	NOUN
ajam-184	404	8	in	in	ADP
ajam-184	404	9	the	the	DET
ajam-184	404	10	context	context	NOUN
ajam-184	404	11	of	of	ADP
ajam-184	404	12	hiv	hiv	PROPN
ajam-184	404	13	/	/	SYM
ajam-184	404	14	aids	aids	PROPN
ajam-184	404	15	:	:	PUNCT
ajam-184	404	16	the	the	DET
ajam-184	404	17	case	case	NOUN
ajam-184	404	18	of	of	ADP
ajam-184	404	19	tissue	tissue	NOUN
ajam-184	404	20	-	-	PUNCT
ajam-184	404	21	cultured	cultured	ADJ
ajam-184	404	22	banana	banana	NOUN
ajam-184	404	23	in	in	ADP
ajam-184	404	24	kenya	kenya	PROPN
ajam-184	404	25	.	.	PUNCT
ajam-184	405	1	ph.d	ph.d	PROPN
ajam-184	405	2	thesis	thesis	PROPN
ajam-184	405	3	,	,	PUNCT
ajam-184	405	4	wageningen	wageningen	PROPN
ajam-184	405	5	university	university	PROPN
ajam-184	405	6	,	,	PUNCT
ajam-184	405	7	netherland	netherland	PROPN
ajam-184	405	8	.	.	PUNCT
ajam-184	406	1	nkamleu	nkamleu	PROPN
ajam-184	406	2	gb	gb	ADP
ajam-184	406	3	(	(	PUNCT
ajam-184	406	4	2007	2007	NUM
ajam-184	406	5	)	)	PUNCT
ajam-184	406	6	.	.	PUNCT
ajam-184	407	1	modelling	model	VERB
ajam-184	407	2	farmers	farmer	NOUN
ajam-184	407	3	’	’	PART
ajam-184	407	4	decisions	decision	NOUN
ajam-184	407	5	on	on	ADP
ajam-184	407	6	integrated	integrate	VERB
ajam-184	407	7	soil	soil	NOUN
ajam-184	407	8	nutrient	nutrient	NOUN
ajam-184	407	9	management	management	NOUN
ajam-184	407	10	in	in	ADP
ajam-184	407	11	sub	sub	ADJ
ajam-184	407	12	-	-	ADJ
ajam-184	407	13	saharan	saharan	ADJ
ajam-184	407	14	africa	africa	PROPN
ajam-184	407	15	:	:	PUNCT
ajam-184	407	16	a	a	DET
ajam-184	407	17	multinomial	multinomial	ADJ
ajam-184	407	18	logit	logit	NOUN
ajam-184	407	19	analysis	analysis	NOUN
ajam-184	407	20	in	in	ADP
ajam-184	407	21	cameroon	cameroon	NOUN
ajam-184	407	22	.	.	PUNCT
ajam-184	408	1	in	in	ADP
ajam-184	408	2	:	:	PUNCT
ajam-184	408	3	bationo	bationo	PROPN
ajam-184	408	4	,	,	PUNCT
ajam-184	408	5	a.	a.	PROPN
ajam-184	408	6	,	,	PUNCT
ajam-184	408	7	waswa	waswa	PROPN
ajam-184	408	8	,	,	PUNCT
ajam-184	408	9	b.	b.	PROPN
ajam-184	408	10	,	,	PUNCT
ajam-184	408	11	kihara	kihara	PROPN
ajam-184	408	12	,	,	PUNCT
ajam-184	408	13	j.	j.	PROPN
ajam-184	408	14	and	and	CCONJ
ajam-184	408	15	kimetu	kimetu	PROPN
ajam-184	408	16	,	,	PUNCT
ajam-184	408	17	j.	j.	PROPN
ajam-184	408	18	(	(	PUNCT
ajam-184	408	19	eds	eds	PROPN
ajam-184	408	20	.	.	PUNCT
ajam-184	408	21	)	)	PUNCT
ajam-184	408	22	.	.	PUNCT
ajam-184	409	1	advances	advance	NOUN
ajam-184	409	2	in	in	ADP
ajam-184	409	3	integrated	integrate	VERB
ajam-184	409	4	soil	soil	NOUN
ajam-184	409	5	fertility	fertility	NOUN
ajam-184	409	6	management	management	NOUN
ajam-184	409	7	in	in	ADP
ajam-184	409	8	sub	sub	ADJ
ajam-184	409	9	-	-	ADJ
ajam-184	409	10	saharan	saharan	ADJ
ajam-184	409	11	africa	africa	PROPN
ajam-184	409	12	:	:	PUNCT
ajam-184	409	13	challenges	challenge	NOUN
ajam-184	409	14	and	and	CCONJ
ajam-184	409	15	opportunities	opportunity	NOUN
ajam-184	409	16	.	.	PUNCT
ajam-184	410	1	netherlands	netherlands	PROPN
ajam-184	410	2	:	:	PUNCT
ajam-184	410	3	springer	springer	NOUN
ajam-184	410	4	publishers	publisher	NOUN
ajam-184	410	5	,	,	PUNCT
ajam-184	410	6	pp	pp	PROPN
ajam-184	410	7	.	.	PUNCT
ajam-184	410	8	891	891	NUM
ajam-184	410	9	-	-	SYM
ajam-184	410	10	903	903	NUM
ajam-184	410	11	.	.	PUNCT
ajam-184	411	1	nkamleu	nkamleu	PROPN
ajam-184	411	2	gb	gb	PRON
ajam-184	411	3	,	,	PUNCT
ajam-184	411	4	adesina	adesina	NOUN
ajam-184	411	5	aa	aa	NOUN
ajam-184	411	6	(	(	PUNCT
ajam-184	411	7	2000	2000	NUM
ajam-184	411	8	)	)	PUNCT
ajam-184	411	9	.	.	PUNCT
ajam-184	412	1	determinants	determinant	NOUN
ajam-184	412	2	of	of	ADP
ajam-184	412	3	chemical	chemical	ADJ
ajam-184	412	4	input	input	NOUN
ajam-184	412	5	use	use	NOUN
ajam-184	412	6	in	in	ADP
ajam-184	412	7	peri	peri	PROPN
ajam-184	412	8	-	-	PUNCT
ajam-184	412	9	urban	urban	PROPN
ajam-184	412	10	lowland	lowland	NOUN
ajam-184	412	11	systems	system	NOUN
ajam-184	412	12	:	:	PUNCT
ajam-184	412	13	bivariate	bivariate	ADJ
ajam-184	412	14	probit	probit	NOUN
ajam-184	412	15	analysis	analysis	NOUN
ajam-184	412	16	in	in	ADP
ajam-184	412	17	cameroon	cameroon	PROPN
ajam-184	412	18	.	.	PUNCT
ajam-184	413	1	agric	agric	PROPN
ajam-184	413	2	.	.	PUNCT
ajam-184	414	1	syst	syst	PROPN
ajam-184	414	2	.	.	PROPN
ajam-184	414	3	,	,	PUNCT
ajam-184	414	4	62	62	NUM
ajam-184	414	5	:	:	SYM
ajam-184	414	6	1	1	NUM
ajam-184	414	7	-	-	SYM
ajam-184	414	8	11	11	NUM
ajam-184	414	9	.	.	PUNCT
ajam-184	415	1	nkonya	nkonya	PROPN
ajam-184	415	2	e	e	PROPN
ajam-184	415	3	,	,	PUNCT
ajam-184	415	4	xavery	xavery	PROPN
ajam-184	415	5	p	p	PROPN
ajam-184	415	6	,	,	PUNCT
ajam-184	415	7	akonaay	akonaay	PROPN
ajam-184	415	8	h	h	NOUN
ajam-184	415	9	,	,	PUNCT
ajam-184	415	10	mwangi	mwangi	PROPN
ajam-184	415	11	w	w	PROPN
ajam-184	415	12	,	,	PUNCT
ajam-184	415	13	anandajayasekeram	anandajayasekeram	NOUN
ajam-184	415	14	p	p	NOUN
ajam-184	415	15	,	,	PUNCT
ajam-184	415	16	verkuijl	verkuijl	PROPN
ajam-184	415	17	h	h	PROPN
ajam-184	415	18	,	,	PUNCT
ajam-184	415	19	martella	martella	PROPN
ajam-184	415	20	d	d	PROPN
ajam-184	415	21	,	,	PUNCT
ajam-184	415	22	moshi	moshi	PROPN
ajam-184	415	23	a	a	PRON
ajam-184	415	24	(	(	PUNCT
ajam-184	415	25	1998	1998	NUM
ajam-184	415	26	)	)	PUNCT
ajam-184	415	27	.	.	PUNCT
ajam-184	416	1	adoption	adoption	NOUN
ajam-184	416	2	of	of	ADP
ajam-184	416	3	maize	maize	NOUN
ajam-184	416	4	production	production	NOUN
ajam-184	416	5	technologies	technology	NOUN
ajam-184	416	6	in	in	ADP
ajam-184	416	7	northern	northern	ADJ
ajam-184	416	8	tanzania	tanzania	PROPN
ajam-184	416	9	.	.	PUNCT
ajam-184	417	1	mexico	mexico	PROPN
ajam-184	417	2	d.f	d.f	PROPN
ajam-184	417	3	:	:	PUNCT
ajam-184	417	4	international	international	ADJ
ajam-184	417	5	maize	maize	NOUN
ajam-184	417	6	and	and	CCONJ
ajam-184	417	7	wheat	wheat	NOUN
ajam-184	417	8	improvement	improvement	NOUN
ajam-184	417	9	center	center	NOUN
ajam-184	417	10	(	(	PUNCT
ajam-184	417	11	cimmyt	cimmyt	NOUN
ajam-184	417	12	)	)	PUNCT
ajam-184	417	13	,	,	PUNCT
ajam-184	417	14	the	the	DET
ajam-184	417	15	united	united	PROPN
ajam-184	417	16	republic	republic	PROPN
ajam-184	417	17	of	of	ADP
ajam-184	417	18	tanzania	tanzania	PROPN
ajam-184	417	19	,	,	PUNCT
ajam-184	417	20	and	and	CCONJ
ajam-184	417	21	the	the	DET
ajam-184	417	22	southern	southern	ADJ
ajam-184	417	23	african	african	ADJ
ajam-184	417	24	center	center	NOUN
ajam-184	417	25	for	for	ADP
ajam-184	417	26	cooperation	cooperation	NOUN
ajam-184	417	27	in	in	ADP
ajam-184	417	28	agricultural	agricultural	ADJ
ajam-184	417	29	research	research	NOUN
ajam-184	417	30	(	(	PUNCT
ajam-184	417	31	saccar	saccar	NOUN
ajam-184	417	32	)	)	PUNCT
ajam-184	417	33	.	.	PUNCT
ajam-184	418	1	oswald	oswald	PROPN
ajam-184	418	2	a	a	PRON
ajam-184	418	3	(	(	PUNCT
ajam-184	418	4	2005	2005	NUM
ajam-184	418	5	)	)	PUNCT
ajam-184	418	6	.	.	PUNCT
ajam-184	419	1	striga	striga	ADJ
ajam-184	419	2	control	control	NOUN
ajam-184	419	3	-	-	PUNCT
ajam-184	419	4	technologies	technology	NOUN
ajam-184	419	5	and	and	CCONJ
ajam-184	419	6	their	their	PRON
ajam-184	419	7	dissemination	dissemination	NOUN
ajam-184	419	8	.	.	PUNCT
ajam-184	420	1	crop	crop	NOUN
ajam-184	420	2	prot	prot	NOUN
ajam-184	420	3	.	.	PROPN
ajam-184	420	4	,	,	PUNCT
ajam-184	420	5	24	24	NUM
ajam-184	420	6	:	:	SYM
ajam-184	420	7	333	333	NUM
ajam-184	420	8	-	-	SYM
ajam-184	420	9	342	342	NUM
ajam-184	420	10	.	.	PUNCT
ajam-184	421	1	ouma	ouma	PROPN
ajam-184	421	2	j	j	PROPN
ajam-184	421	3	,	,	PUNCT
ajam-184	421	4	murithi	murithi	VERB
ajam-184	421	5	f	f	PROPN
ajam-184	421	6	,	,	PUNCT
ajam-184	421	7	mwangi	mwangi	PROPN
ajam-184	421	8	w	w	PROPN
ajam-184	421	9	,	,	PUNCT
ajam-184	421	10	verkuijl	verkuijl	PROPN
ajam-184	421	11	h	h	PROPN
ajam-184	421	12	,	,	PUNCT
ajam-184	421	13	gethi	gethi	PROPN
ajam-184	421	14	m	m	PROPN
ajam-184	421	15	,	,	PUNCT
ajam-184	421	16	de	de	ADJ
ajam-184	421	17	-	-	ADJ
ajam-184	421	18	groote	groote	ADJ
ajam-184	421	19	h	h	NOUN
ajam-184	421	20	(	(	PUNCT
ajam-184	421	21	2002	2002	NUM
ajam-184	421	22	)	)	PUNCT
ajam-184	421	23	.	.	PUNCT
ajam-184	422	1	adoption	adoption	NOUN
ajam-184	422	2	of	of	ADP
ajam-184	422	3	maize	maize	NOUN
ajam-184	422	4	seed	seed	NOUN
ajam-184	422	5	and	and	CCONJ
ajam-184	422	6	fertilizer	fertilizer	NOUN
ajam-184	422	7	technologies	technology	NOUN
ajam-184	422	8	in	in	ADP
ajam-184	422	9	embu	embu	NOUN
ajam-184	422	10	district	district	NOUN
ajam-184	422	11	,	,	PUNCT
ajam-184	422	12	kenya	kenya	PROPN
ajam-184	422	13	.	.	PUNCT
ajam-184	423	1	mexico	mexico	PROPN
ajam-184	423	2	,	,	PUNCT
ajam-184	423	3	d.f	d.f	PROPN
ajam-184	423	4	.	.	PROPN
ajam-184	423	5	:	:	PUNCT
ajam-184	423	6	cimmyt	cimmyt	NOUN
ajam-184	423	7	,	,	PUNCT
ajam-184	423	8	p.	p.	NOUN
ajam-184	423	9	24	24	NUM
ajam-184	423	10	.	.	PUNCT
ajam-184	424	1	ostlund	ostlund	PROPN
ajam-184	424	2	le	le	PROPN
ajam-184	424	3	(	(	PUNCT
ajam-184	424	4	1974	1974	NUM
ajam-184	424	5	)	)	PUNCT
ajam-184	424	6	.	.	PUNCT
ajam-184	425	1	perceived	perceive	VERB
ajam-184	425	2	innovation	innovation	NOUN
ajam-184	425	3	attributes	attribute	VERB
ajam-184	425	4	as	as	ADP
ajam-184	425	5	predictor	predictor	NOUN
ajam-184	425	6	of	of	ADP
ajam-184	425	7	innovativeness	innovativeness	NOUN
ajam-184	425	8	,	,	PUNCT
ajam-184	425	9	j.	j.	PROPN
ajam-184	425	10	consum	consum	PROPN
ajam-184	425	11	.	.	PUNCT
ajam-184	426	1	res	re	NOUN
ajam-184	426	2	.	.	PROPN
ajam-184	426	3	,	,	PUNCT
ajam-184	426	4	1	1	NUM
ajam-184	426	5	:	:	SYM
ajam-184	426	6	23	23	NUM
ajam-184	426	7	-	-	SYM
ajam-184	426	8	29	29	NUM
ajam-184	426	9	.	.	PUNCT
ajam-184	427	1	rogers	rogers	PROPN
ajam-184	427	2	em	em	PRON
ajam-184	427	3	(	(	PUNCT
ajam-184	427	4	2003	2003	NUM
ajam-184	427	5	)	)	PUNCT
ajam-184	427	6	.	.	PUNCT
ajam-184	428	1	diffusion	diffusion	NOUN
ajam-184	428	2	of	of	ADP
ajam-184	428	3	innovations	innovation	NOUN
ajam-184	428	4	.	.	PUNCT
ajam-184	429	1	the	the	DET
ajam-184	429	2	fifth	fifth	ADJ
ajam-184	429	3	edition	edition	NOUN
ajam-184	429	4	.	.	PUNCT
ajam-184	430	1	the	the	DET
ajam-184	430	2	free	free	ADJ
ajam-184	430	3	press	press	NOUN
ajam-184	430	4	,	,	PUNCT
ajam-184	430	5	new	new	PROPN
ajam-184	430	6	york	york	PROPN
ajam-184	430	7	,	,	PUNCT
ajam-184	430	8	551	551	NUM
ajam-184	430	9	pp	pp	NOUN
ajam-184	430	10	.	.	PUNCT
ajam-184	431	1	smith	smith	PROPN
ajam-184	431	2	md	md	PROPN
ajam-184	431	3	(	(	PUNCT
ajam-184	431	4	2003	2003	NUM
ajam-184	431	5	)	)	PUNCT
ajam-184	431	6	.	.	PUNCT
ajam-184	432	1	on	on	ADP
ajam-184	432	2	dependency	dependency	NOUN
ajam-184	432	3	in	in	ADP
ajam-184	432	4	double	double	ADJ
ajam-184	432	5	-	-	PUNCT
ajam-184	432	6	hurdle	hurdle	NOUN
ajam-184	432	7	models	model	NOUN
ajam-184	432	8	.	.	PUNCT
ajam-184	433	1	stat	stat	NOUN
ajam-184	433	2	.	.	PUNCT
ajam-184	434	1	papers	paper	NOUN
ajam-184	434	2	,	,	PUNCT
ajam-184	434	3	44(4	44(4	NOUN
ajam-184	434	4	):	):	PUNCT
ajam-184	434	5	581	581	NUM
ajam-184	434	6	-	-	SYM
ajam-184	434	7	595	595	NUM
ajam-184	434	8	.	.	PUNCT
ajam-184	435	1	statacorp	statacorp	PROPN
ajam-184	435	2	(	(	PUNCT
ajam-184	435	3	2009	2009	NUM
ajam-184	435	4	)	)	PUNCT
ajam-184	435	5	.	.	PUNCT
ajam-184	436	1	stata	stata	VERB
ajam-184	436	2	statistical	statistical	ADJ
ajam-184	436	3	software	software	NOUN
ajam-184	436	4	:	:	PUNCT
ajam-184	436	5	release	release	VERB
ajam-184	436	6	11	11	NUM
ajam-184	436	7	.	.	PUNCT
ajam-184	437	1	college	college	NOUN
ajam-184	437	2	station	station	NOUN
ajam-184	437	3	,	,	PUNCT
ajam-184	437	4	tx	tx	PROPN
ajam-184	437	5	:	:	PUNCT
ajam-184	437	6	statacorp	statacorp	PROPN
ajam-184	437	7	lp	lp	PROPN
ajam-184	437	8	.	.	PUNCT
ajam-184	438	1	strauss	strauss	PROPN
ajam-184	438	2	d	d	PROPN
ajam-184	438	3	,	,	PUNCT
ajam-184	438	4	bednar	bednar	PROPN
ajam-184	438	5	l	l	NOUN
ajam-184	438	6	,	,	PUNCT
ajam-184	438	7	mees	mees	PROPN
ajam-184	438	8	r	r	PROPN
ajam-184	438	9	(	(	PUNCT
ajam-184	438	10	1989	1989	NUM
ajam-184	438	11	)	)	PUNCT
ajam-184	438	12	.	.	PUNCT
ajam-184	439	1	do	do	AUX
ajam-184	439	2	one	one	NUM
ajam-184	439	3	percent	percent	NOUN
ajam-184	439	4	of	of	ADP
ajam-184	439	5	forest	forest	NOUN
ajam-184	439	6	fires	fire	NOUN
ajam-184	439	7	cause	cause	VERB
ajam-184	439	8	ninety	ninety	NUM
ajam-184	439	9	-	-	PUNCT
ajam-184	439	10	nine	nine	NUM
ajam-184	439	11	percent	percent	NOUN
ajam-184	439	12	of	of	ADP
ajam-184	439	13	the	the	DET
ajam-184	439	14	damage	damage	NOUN
ajam-184	439	15	?	?	PUNCT
ajam-184	440	1	for	for	ADP
ajam-184	440	2	.	.	PUNCT
ajam-184	441	1	sci	sci	PROPN
ajam-184	441	2	.	.	PROPN
ajam-184	441	3	,	,	PUNCT
ajam-184	441	4	35	35	NUM
ajam-184	441	5	:	:	SYM
ajam-184	441	6	319	319	NUM
ajam-184	441	7	-	-	SYM
ajam-184	441	8	328	328	NUM
ajam-184	441	9	.	.	PUNCT
ajam-184	442	1	suri	suri	PROPN
ajam-184	442	2	t	t	PROPN
ajam-184	442	3	(	(	PUNCT
ajam-184	442	4	2011	2011	NUM
ajam-184	442	5	)	)	PUNCT
ajam-184	442	6	.	.	PUNCT
ajam-184	443	1	selection	selection	NOUN
ajam-184	443	2	and	and	CCONJ
ajam-184	443	3	comparative	comparative	ADJ
ajam-184	443	4	advantage	advantage	NOUN
ajam-184	443	5	in	in	ADP
ajam-184	443	6	technology	technology	NOUN
ajam-184	443	7	adoption	adoption	NOUN
ajam-184	443	8	.	.	PUNCT
ajam-184	444	1	econometrica	econometrica	PROPN
ajam-184	444	2	,	,	PUNCT
ajam-184	444	3	79	79	NUM
ajam-184	444	4	:	:	SYM
ajam-184	444	5	159	159	NUM
ajam-184	444	6	-	-	SYM
ajam-184	444	7	209	209	NUM
ajam-184	444	8	.	.	PUNCT
ajam-184	445	1	rahelizatovo	rahelizatovo	PROPN
ajam-184	445	2	nc	nc	PROPN
ajam-184	445	3	,	,	PUNCT
ajam-184	445	4	gillespie	gillespie	PROPN
ajam-184	445	5	jm	jm	PROPN
ajam-184	445	6	(	(	PUNCT
ajam-184	445	7	2004	2004	NUM
ajam-184	445	8	)	)	PUNCT
ajam-184	445	9	.	.	PUNCT
ajam-184	446	1	the	the	DET
ajam-184	446	2	adoption	adoption	NOUN
ajam-184	446	3	of	of	ADP
ajam-184	446	4	bestmanagement	bestmanagement	NOUN
ajam-184	446	5	practices	practice	NOUN
ajam-184	446	6	by	by	ADP
ajam-184	446	7	louisiana	louisiana	PROPN
ajam-184	446	8	dairy	dairy	NOUN
ajam-184	446	9	producers	producer	NOUN
ajam-184	446	10	.	.	PUNCT
ajam-184	447	1	j.	j.	PROPN
ajam-184	447	2	agric	agric	PROPN
ajam-184	447	3	.	.	PUNCT
ajam-184	448	1	appl	appl	PROPN
ajam-184	448	2	.	.	PUNCT
ajam-184	449	1	econ	econ	PROPN
ajam-184	449	2	.	.	PROPN
ajam-184	449	3	,	,	PUNCT
ajam-184	449	4	36	36	NUM
ajam-184	449	5	:	:	SYM
ajam-184	449	6	229	229	NUM
ajam-184	449	7	-	-	SYM
ajam-184	449	8	240	240	NUM
ajam-184	449	9	.	.	PUNCT
ajam-184	449	10	tesfaye	tesfaye	PROPN
ajam-184	449	11	z	z	PROPN
ajam-184	449	12	,	,	PUNCT
ajam-184	449	13	taye	taye	VERB
ajam-184	449	14	g	g	NOUN
ajam-184	449	15	,	,	PUNCT
ajam-184	449	16	tanner	tanner	NOUN
ajam-184	449	17	d	d	PROPN
ajam-184	449	18	,	,	PUNCT
ajam-184	449	19	verkuijl	verkuijl	PROPN
ajam-184	449	20	h	h	PROPN
ajam-184	449	21	,	,	PUNCT
ajam-184	449	22	agidie	agidie	PROPN
ajam-184	449	23	a	a	PRON
ajam-184	449	24	,	,	PUNCT
ajam-184	449	25	mwangi	mwangi	PROPN
ajam-184	449	26	w	w	PROPN
ajam-184	449	27	(	(	PUNCT
ajam-184	449	28	2001	2001	NUM
ajam-184	449	29	)	)	PUNCT
ajam-184	449	30	.	.	PUNCT
ajam-184	450	1	adoption	adoption	NOUN
ajam-184	450	2	of	of	ADP
ajam-184	450	3	improved	improved	ADJ
ajam-184	450	4	bread	bread	NOUN
ajam-184	450	5	wheat	wheat	NOUN
ajam-184	450	6	varieties	variety	NOUN
ajam-184	450	7	and	and	CCONJ
ajam-184	450	8	inorganic	inorganic	ADJ
ajam-184	450	9	fertilizer	fertilizer	NOUN
ajam-184	450	10	by	by	ADP
ajam-184	450	11	small	small	ADJ
ajam-184	450	12	scale	scale	NOUN
ajam-184	450	13	farmers	farmer	NOUN
ajam-184	450	14	in	in	ADP
ajam-184	450	15	yelma	yelma	NOUN
ajam-184	450	16	dansa	dansa	NOUN
ajam-184	450	17	and	and	CCONJ
ajam-184	450	18	farta	farta	ADJ
ajam-184	450	19	districts	district	NOUN
ajam-184	450	20	of	of	ADP
ajam-184	450	21	northern	northern	ADJ
ajam-184	450	22	ethiopia	ethiopia	PROPN
ajam-184	450	23	.	.	PUNCT
ajam-184	451	1	mexico	mexico	PROPN
ajam-184	451	2	,	,	PUNCT
ajam-184	451	3	d.f	d.f	PROPN
ajam-184	451	4	.	.	PROPN
ajam-184	451	5	ethiopian	ethiopian	ADJ
ajam-184	451	6	agricultural	agricultural	ADJ
ajam-184	451	7	research	research	NOUN
ajam-184	451	8	organization	organization	NOUN
ajam-184	451	9	(	(	PUNCT
ajam-184	451	10	earo	earo	NOUN
ajam-184	451	11	)	)	PUNCT
ajam-184	451	12	and	and	CCONJ
ajam-184	451	13	international	international	ADJ
ajam-184	451	14	maize	maize	NOUN
ajam-184	451	15	and	and	CCONJ
ajam-184	451	16	wheat	wheat	NOUN
ajam-184	451	17	improvement	improvement	NOUN
ajam-184	451	18	center	center	NOUN
ajam-184	451	19	(	(	PUNCT
ajam-184	451	20	cimmyt	cimmyt	NOUN
ajam-184	451	21	)	)	PUNCT
ajam-184	451	22	,	,	PUNCT
ajam-184	451	23	p.	p.	NOUN
ajam-184	451	24	29	29	NUM
ajam-184	451	25	.	.	PUNCT
ajam-184	452	1	van	van	NOUN
ajam-184	452	2	-	-	PUNCT
ajam-184	452	3	ast	ast	PROPN
ajam-184	452	4	a	a	NOUN
ajam-184	452	5	,	,	PUNCT
ajam-184	452	6	bastiaans	bastiaans	PROPN
ajam-184	452	7	l	l	NOUN
ajam-184	452	8	,	,	PUNCT
ajam-184	452	9	kropff	kropff	PROPN
ajam-184	452	10	mj	mj	PROPN
ajam-184	452	11	(	(	PUNCT
ajam-184	452	12	2000	2000	NUM
ajam-184	452	13	)	)	PUNCT
ajam-184	452	14	.	.	PUNCT
ajam-184	453	1	a	a	DET
ajam-184	453	2	comparative	comparative	ADJ
ajam-184	453	3	study	study	NOUN
ajam-184	453	4	on	on	ADP
ajam-184	453	5	striga	striga	ADJ
ajam-184	453	6	hermonthica	hermonthica	PROPN
ajam-184	453	7	interaction	interaction	NOUN
ajam-184	453	8	with	with	ADP
ajam-184	453	9	a	a	DET
ajam-184	453	10	sensitive	sensitive	ADJ
ajam-184	453	11	and	and	CCONJ
ajam-184	453	12	a	a	DET
ajam-184	453	13	tolerant	tolerant	ADJ
ajam-184	453	14	sorghum	sorghum	NOUN
ajam-184	453	15	cultivar	cultivar	NOUN
ajam-184	453	16	.	.	PUNCT
ajam-184	454	1	weed	weed	VERB
ajam-184	454	2	res	re	NOUN
ajam-184	454	3	.	.	PUNCT
ajam-184	454	4	,	,	PUNCT
ajam-184	454	5	40	40	NUM
ajam-184	454	6	:	:	SYM
ajam-184	454	7	479	479	NUM
ajam-184	454	8	-	-	SYM
ajam-184	454	9	493	493	NUM
ajam-184	454	10	.	.	PUNCT
ajam-184	455	1	walton	walton	PROPN
ajam-184	455	2	re	re	PROPN
ajam-184	455	3	,	,	PUNCT
ajam-184	455	4	dutton	dutton	PROPN
ajam-184	455	5	jm	jm	PROPN
ajam-184	455	6	,	,	PUNCT
ajam-184	455	7	cafferty	cafferty	PROPN
ajam-184	455	8	tp	tp	PROPN
ajam-184	455	9	(	(	PUNCT
ajam-184	455	10	1969	1969	NUM
ajam-184	455	11	)	)	PUNCT
ajam-184	455	12	.	.	PUNCT
ajam-184	456	1	organizational	organizational	ADJ
ajam-184	456	2	context	context	NOUN
ajam-184	456	3	and	and	CCONJ
ajam-184	456	4	interdepartmental	interdepartmental	ADJ
ajam-184	456	5	conflict	conflict	NOUN
ajam-184	456	6	.	.	PUNCT
ajam-184	457	1	admin	admin	PROPN
ajam-184	457	2	.	.	PUNCT
ajam-184	458	1	sci	sci	PROPN
ajam-184	458	2	.	.	PROPN
ajam-184	458	3	q.	q.	PROPN
ajam-184	458	4	,	,	PUNCT
ajam-184	458	5	14	14	NUM
ajam-184	458	6	:	:	PUNCT
ajam-184	458	7	522	522	NUM
ajam-184	458	8	-	-	SYM
ajam-184	458	9	542	542	NUM
ajam-184	458	10	.	.	PUNCT
ajam-184	459	1	watling	watle	VERB
ajam-184	459	2	jr	jr	PROPN
ajam-184	459	3	,	,	PUNCT
ajam-184	459	4	press	press	PROPN
ajam-184	459	5	mc	mc	PROPN
ajam-184	459	6	(	(	PUNCT
ajam-184	459	7	2001	2001	NUM
ajam-184	459	8	)	)	PUNCT
ajam-184	459	9	.	.	PUNCT
ajam-184	460	1	impacts	impact	NOUN
ajam-184	460	2	of	of	ADP
ajam-184	460	3	infection	infection	NOUN
ajam-184	460	4	by	by	ADP
ajam-184	460	5	parasitic	parasitic	ADJ
ajam-184	460	6	angiosperms	angiosperm	NOUN
ajam-184	460	7	on	on	ADP
ajam-184	460	8	host	host	NOUN
ajam-184	460	9	photosynthesis	photosynthesis	NOUN
ajam-184	460	10	.	.	PUNCT
ajam-184	461	1	plant	plant	NOUN
ajam-184	461	2	biol	biol	PROPN
ajam-184	461	3	.	.	PUNCT
ajam-184	461	4	,	,	PUNCT
ajam-184	461	5	3	3	X
ajam-184	461	6	:	:	SYM
ajam-184	461	7	244	244	NUM
ajam-184	461	8	-	-	SYM
ajam-184	461	9	250	250	NUM
ajam-184	461	10	.	.	PUNCT
ajam-184	462	1	woomer	woomer	PROPN
ajam-184	462	2	pl	pl	PROPN
ajam-184	462	3	,	,	PUNCT
ajam-184	462	4	savala	savala	PROPN
ajam-184	462	5	cen	cen	PROPN
ajam-184	462	6	(	(	PUNCT
ajam-184	462	7	2008	2008	NUM
ajam-184	462	8	)	)	PUNCT
ajam-184	462	9	.	.	PUNCT
ajam-184	463	1	striga	striga	ADJ
ajam-184	463	2	technology	technology	NOUN
ajam-184	463	3	extension	extension	NOUN
ajam-184	463	4	project	project	NOUN
ajam-184	463	5	(	(	PUNCT
ajam-184	463	6	step	step	NOUN
ajam-184	463	7	)	)	PUNCT
ajam-184	463	8	.	.	PUNCT
ajam-184	464	1	first	first	ADJ
ajam-184	464	2	quarter	quarter	NOUN
ajam-184	464	3	technical	technical	ADJ
ajam-184	464	4	report	report	NOUN
ajam-184	464	5	and	and	CCONJ
ajam-184	464	6	financial	financial	ADJ
ajam-184	464	7	statement	statement	NOUN
ajam-184	464	8	,	,	PUNCT
ajam-184	464	9	1	1	NUM
ajam-184	464	10	february	february	NOUN
ajam-184	464	11	to	to	ADP
ajam-184	464	12	30	30	NUM
ajam-184	464	13	april	april	PROPN
ajam-184	464	14	2008	2008	NUM
ajam-184	464	15	prepared	prepare	VERB
ajam-184	464	16	on	on	ADP
ajam-184	464	17	behalf	behalf	NOUN
ajam-184	464	18	of	of	ADP
ajam-184	464	19	the	the	DET
ajam-184	464	20	werate	werate	ADJ
ajam-184	464	21	network	network	NOUN
ajam-184	464	22	and	and	CCONJ
ajam-184	464	23	submitted	submit	VERB
ajam-184	464	24	to	to	ADP
ajam-184	464	25	the	the	DET
ajam-184	464	26	african	african	ADJ
ajam-184	464	27	agricultural	agricultural	ADJ
ajam-184	464	28	technology	technology	PROPN
ajam-184	464	29	foundation	foundation	PROPN
ajam-184	464	30	,	,	PUNCT
ajam-184	464	31	p.14	p.14	X
ajam-184	464	32	.	.	PUNCT