id	sid	tid	token	lemma	pos
ajam-221	1	1	in	in	ADP
ajam-221	1	2	ternationa	ternationa	NOUN
ajam-221	1	3	l	l	NOUN
ajam-221	1	4	scholars	scholar	NOUN
ajam-221	1	5	journa	journa	VERB
ajam-221	1	6	ls	ls	ADJ
ajam-221	1	7	african	african	ADJ
ajam-221	1	8	journal	journal	NOUN
ajam-221	1	9	of	of	ADP
ajam-221	1	10	agricultural	agricultural	ADJ
ajam-221	1	11	marketing	marketing	NOUN
ajam-221	1	12	issn	issn	PROPN
ajam-221	1	13	2375	2375	NUM
ajam-221	1	14	-	-	SYM
ajam-221	1	15	1061	1061	NUM
ajam-221	1	16	vol	vol	NOUN
ajam-221	1	17	.	.	PROPN
ajam-221	1	18	7	7	NUM
ajam-221	1	19	(	(	PUNCT
ajam-221	1	20	1	1	NUM
ajam-221	1	21	)	)	PUNCT
ajam-221	1	22	,	,	PUNCT
ajam-221	1	23	pp	pp	PROPN
ajam-221	1	24	.	.	PUNCT
ajam-221	2	1	001	001	NUM
ajam-221	2	2	-	-	PUNCT
ajam-221	2	3	012	012	NUM
ajam-221	2	4	,	,	PUNCT
ajam-221	2	5	january	january	PROPN
ajam-221	2	6	,	,	PUNCT
ajam-221	2	7	2019	2019	NUM
ajam-221	2	8	.	.	PUNCT
ajam-221	3	1	available	available	ADJ
ajam-221	3	2	online	online	ADV
ajam-221	3	3	at	at	ADP
ajam-221	3	4	www.internationalscholarsjournals.org	www.internationalscholarsjournals.org	PROPN
ajam-221	3	5	©	©	PROPN
ajam-221	3	6	international	international	ADJ
ajam-221	3	7	scholars	scholar	NOUN
ajam-221	3	8	journals	journal	NOUN
ajam-221	3	9	author(s	author(s	PROPN
ajam-221	3	10	)	)	PUNCT
ajam-221	3	11	author(s	author(s	NOUN
ajam-221	3	12	)	)	PUNCT
ajam-221	3	13	retain	retain	VERB
ajam-221	3	14	the	the	DET
ajam-221	3	15	copyright	copyright	NOUN
ajam-221	3	16	of	of	ADP
ajam-221	3	17	this	this	DET
ajam-221	3	18	article	article	NOUN
ajam-221	3	19	.	.	PUNCT
ajam-221	4	1	full	full	ADJ
ajam-221	4	2	length	length	NOUN
ajam-221	4	3	research	research	NOUN
ajam-221	4	4	paper	paper	NOUN
ajam-221	4	5	relative	relative	ADJ
ajam-221	4	6	importance	importance	NOUN
ajam-221	4	7	of	of	ADP
ajam-221	4	8	common	common	ADJ
ajam-221	4	9	bean	bean	NOUN
ajam-221	4	10	attributes	attribute	NOUN
ajam-221	4	11	and	and	CCONJ
ajam-221	4	12	variety	variety	NOUN
ajam-221	4	13	demand	demand	NOUN
ajam-221	4	14	in	in	ADP
ajam-221	4	15	the	the	DET
ajam-221	4	16	drought	drought	NOUN
ajam-221	4	17	areas	area	NOUN
ajam-221	4	18	of	of	ADP
ajam-221	4	19	kenya	kenya	PROPN
ajam-221	4	20	enid	enid	PROPN
ajam-221	4	21	katungi1	katungi1	PROPN
ajam-221	4	22	*	*	PROPN
ajam-221	4	23	,	,	PUNCT
ajam-221	4	24	louise	louise	PROPN
ajam-221	4	25	sperling2	sperling2	PROPN
ajam-221	4	26	,	,	PUNCT
ajam-221	4	27	david	david	PROPN
ajam-221	4	28	karanja3	karanja3	PROPN
ajam-221	4	29	,	,	PUNCT
ajam-221	4	30	andrew	andrew	PROPN
ajam-221	4	31	farrow1	farrow1	PROPN
ajam-221	4	32	and	and	CCONJ
ajam-221	4	33	steeve	steeve	PROPN
ajam-221	4	34	beebe4	beebe4	NOUN
ajam-221	4	35	1	1	NUM
ajam-221	4	36	centro	centro	X
ajam-221	4	37	internacional	internacional	PROPN
ajam-221	4	38	de	de	PROPN
ajam-221	4	39	agricultura	agricultura	PROPN
ajam-221	4	40	tropical	tropical	ADJ
ajam-221	4	41	(	(	PUNCT
ajam-221	4	42	ciat	ciat	PROPN
ajam-221	4	43	)	)	PUNCT
ajam-221	4	44	national	national	ADJ
ajam-221	4	45	agriculture	agriculture	NOUN
ajam-221	4	46	research	research	NOUN
ajam-221	4	47	laboratories	laboratory	NOUN
ajam-221	4	48	,	,	PUNCT
ajam-221	4	49	kawanda	kawanda	PROPN
ajam-221	4	50	,	,	PUNCT
ajam-221	4	51	p.	p.	PROPN
ajam-221	4	52	o.	o.	PROPN
ajam-221	4	53	box	box	PROPN
ajam-221	4	54	6247	6247	NUM
ajam-221	4	55	,	,	PUNCT
ajam-221	4	56	kampala	kampala	PROPN
ajam-221	4	57	,	,	PUNCT
ajam-221	4	58	uganda	uganda	PROPN
ajam-221	4	59	.	.	PUNCT
ajam-221	4	60	2	2	NUM
ajam-221	4	61	centro	centro	PROPN
ajam-221	4	62	internacional	internacional	PROPN
ajam-221	4	63	de	de	PROPN
ajam-221	4	64	agricultura	agricultura	PROPN
ajam-221	4	65	tropical	tropical	NOUN
ajam-221	4	66	(	(	PUNCT
ajam-221	4	67	ciat	ciat	PROPN
ajam-221	4	68	-	-	PUNCT
ajam-221	4	69	africa	africa	PROPN
ajam-221	4	70	)	)	PUNCT
ajam-221	4	71	,	,	PUNCT
ajam-221	4	72	arusha	arusha	PROPN
ajam-221	4	73	,	,	PUNCT
ajam-221	4	74	tanzania	tanzania	PROPN
ajam-221	4	75	.	.	PROPN
ajam-221	5	1	3	3	NUM
ajam-221	5	2	kenya	kenya	PROPN
ajam-221	5	3	agricultural	agricultural	PROPN
ajam-221	5	4	research	research	PROPN
ajam-221	5	5	institute	institute	PROPN
ajam-221	5	6	(	(	PUNCT
ajam-221	5	7	kari	kari	PROPN
ajam-221	5	8	)	)	PUNCT
ajam-221	5	9	,	,	PUNCT
ajam-221	5	10	p.	p.	PROPN
ajam-221	5	11	o.	o.	PROPN
ajam-221	5	12	box	box	PROPN
ajam-221	5	13	340	340	NUM
ajam-221	5	14	,	,	PUNCT
ajam-221	5	15	machakos	machakos	NOUN
ajam-221	5	16	,	,	PUNCT
ajam-221	5	17	kenya	kenya	PROPN
ajam-221	5	18	.	.	PUNCT
ajam-221	5	19	4	4	NUM
ajam-221	5	20	centro	centro	PROPN
ajam-221	5	21	internacional	internacional	PROPN
ajam-221	5	22	de	de	PROPN
ajam-221	5	23	agricultura	agricultura	PROPN
ajam-221	5	24	tropical	tropical	NOUN
ajam-221	5	25	(	(	PUNCT
ajam-221	5	26	ciat	ciat	PROPN
ajam-221	5	27	)	)	PUNCT
ajam-221	5	28	cali	cali	PROPN
ajam-221	5	29	,	,	PUNCT
ajam-221	5	30	colombia	colombia	PROPN
ajam-221	5	31	.	.	PUNCT
ajam-221	5	32	accepted	accept	VERB
ajam-221	5	33	05	05	NUM
ajam-221	5	34	september	september	PROPN
ajam-221	5	35	2018	2018	NUM
ajam-221	5	36	the	the	DET
ajam-221	5	37	analysis	analysis	NOUN
ajam-221	5	38	assessed	assess	VERB
ajam-221	5	39	the	the	DET
ajam-221	5	40	relative	relative	ADJ
ajam-221	5	41	importance	importance	NOUN
ajam-221	5	42	of	of	ADP
ajam-221	5	43	production	production	NOUN
ajam-221	5	44	and	and	CCONJ
ajam-221	5	45	consumption	consumption	NOUN
ajam-221	5	46	attributes	attribute	NOUN
ajam-221	5	47	to	to	ADP
ajam-221	5	48	different	different	ADJ
ajam-221	5	49	wealth	wealth	NOUN
ajam-221	5	50	groups	group	NOUN
ajam-221	5	51	of	of	ADP
ajam-221	5	52	households	household	NOUN
ajam-221	5	53	and	and	CCONJ
ajam-221	5	54	tested	test	VERB
ajam-221	5	55	the	the	DET
ajam-221	5	56	effect	effect	NOUN
ajam-221	5	57	of	of	ADP
ajam-221	5	58	attribute	attribute	NOUN
ajam-221	5	59	preference	preference	NOUN
ajam-221	5	60	and	and	CCONJ
ajam-221	5	61	that	that	PRON
ajam-221	5	62	of	of	ADP
ajam-221	5	63	other	other	ADJ
ajam-221	5	64	factors	factor	NOUN
ajam-221	5	65	on	on	ADP
ajam-221	5	66	common	common	ADJ
ajam-221	5	67	bean	bean	NOUN
ajam-221	5	68	variety	variety	NOUN
ajam-221	5	69	demand	demand	NOUN
ajam-221	5	70	in	in	ADP
ajam-221	5	71	the	the	DET
ajam-221	5	72	drought	drought	NOUN
ajam-221	5	73	areas	area	NOUN
ajam-221	5	74	of	of	ADP
ajam-221	5	75	eastern	eastern	PROPN
ajam-221	5	76	kenya	kenya	PROPN
ajam-221	5	77	.	.	PUNCT
ajam-221	6	1	variety	variety	PROPN
ajam-221	6	2	demand	demand	NOUN
ajam-221	6	3	was	be	AUX
ajam-221	6	4	conceptualized	conceptualize	VERB
ajam-221	6	5	within	within	ADP
ajam-221	6	6	the	the	DET
ajam-221	6	7	agricultural	agricultural	ADJ
ajam-221	6	8	household	household	NOUN
ajam-221	6	9	framework	framework	NOUN
ajam-221	6	10	and	and	CCONJ
ajam-221	6	11	attributes	attribute	NOUN
ajam-221	6	12	were	be	AUX
ajam-221	6	13	incorporated	incorporate	VERB
ajam-221	6	14	into	into	ADP
ajam-221	6	15	the	the	DET
ajam-221	6	16	model	model	NOUN
ajam-221	6	17	according	accord	VERB
ajam-221	6	18	to	to	ADP
ajam-221	6	19	the	the	DET
ajam-221	6	20	lancaster	lancaster	NOUN
ajam-221	6	21	(	(	PUNCT
ajam-221	6	22	1966	1966	NUM
ajam-221	6	23	)	)	PUNCT
ajam-221	6	24	consumer	consumer	NOUN
ajam-221	6	25	theory	theory	NOUN
ajam-221	6	26	.	.	PUNCT
ajam-221	7	1	empirical	empirical	ADJ
ajam-221	7	2	analysis	analysis	NOUN
ajam-221	7	3	was	be	AUX
ajam-221	7	4	based	base	VERB
ajam-221	7	5	on	on	ADP
ajam-221	7	6	primary	primary	ADJ
ajam-221	7	7	data	datum	NOUN
ajam-221	7	8	collected	collect	VERB
ajam-221	7	9	from	from	ADP
ajam-221	7	10	two	two	NUM
ajam-221	7	11	districts	district	NOUN
ajam-221	7	12	of	of	ADP
ajam-221	7	13	eastern	eastern	ADJ
ajam-221	7	14	kenya	kenya	PROPN
ajam-221	7	15	using	use	VERB
ajam-221	7	16	the	the	DET
ajam-221	7	17	stated	state	VERB
ajam-221	7	18	preference	preference	NOUN
ajam-221	7	19	and	and	CCONJ
ajam-221	7	20	revealed	reveal	VERB
ajam-221	7	21	preference	preference	NOUN
ajam-221	7	22	methods	method	NOUN
ajam-221	7	23	.	.	PUNCT
ajam-221	8	1	a	a	DET
ajam-221	8	2	factor	factor	NOUN
ajam-221	8	3	analysis	analysis	NOUN
ajam-221	8	4	was	be	AUX
ajam-221	8	5	used	use	VERB
ajam-221	8	6	to	to	PART
ajam-221	8	7	cluster	cluster	VERB
ajam-221	8	8	a	a	DET
ajam-221	8	9	set	set	NOUN
ajam-221	8	10	of	of	ADP
ajam-221	8	11	common	common	ADJ
ajam-221	8	12	bean	bean	NOUN
ajam-221	8	13	variety	variety	NOUN
ajam-221	8	14	attributes	attribute	NOUN
ajam-221	8	15	that	that	PRON
ajam-221	8	16	are	be	AUX
ajam-221	8	17	highly	highly	ADV
ajam-221	8	18	preferred	preferred	ADJ
ajam-221	8	19	by	by	ADP
ajam-221	8	20	households	household	NOUN
ajam-221	8	21	into	into	ADP
ajam-221	8	22	those	those	PRON
ajam-221	8	23	related	relate	VERB
ajam-221	8	24	to	to	ADP
ajam-221	8	25	consumption	consumption	NOUN
ajam-221	8	26	flavour	flavour	NOUN
ajam-221	8	27	and	and	CCONJ
ajam-221	8	28	yield	yield	VERB
ajam-221	8	29	related	related	ADJ
ajam-221	8	30	characteristics	characteristic	NOUN
ajam-221	8	31	.	.	PUNCT
ajam-221	9	1	the	the	DET
ajam-221	9	2	effect	effect	NOUN
ajam-221	9	3	of	of	ADP
ajam-221	9	4	consumption	consumption	NOUN
ajam-221	9	5	and	and	CCONJ
ajam-221	9	6	production	production	NOUN
ajam-221	9	7	attributes	attribute	NOUN
ajam-221	9	8	and	and	CCONJ
ajam-221	9	9	those	those	PRON
ajam-221	9	10	of	of	ADP
ajam-221	9	11	other	other	ADJ
ajam-221	9	12	factors	factor	NOUN
ajam-221	9	13	were	be	AUX
ajam-221	9	14	estimated	estimate	VERB
ajam-221	9	15	through	through	ADP
ajam-221	9	16	applying	apply	VERB
ajam-221	9	17	ordinary	ordinary	ADJ
ajam-221	9	18	least	least	ADJ
ajam-221	9	19	squares	square	NOUN
ajam-221	9	20	regression	regression	NOUN
ajam-221	9	21	.	.	PUNCT
ajam-221	10	1	the	the	DET
ajam-221	10	2	study	study	NOUN
ajam-221	10	3	findings	finding	NOUN
ajam-221	10	4	reveal	reveal	VERB
ajam-221	10	5	that	that	SCONJ
ajam-221	10	6	varietal	varietal	ADJ
ajam-221	10	7	adaptation	adaptation	NOUN
ajam-221	10	8	to	to	ADP
ajam-221	10	9	environmental	environmental	ADJ
ajam-221	10	10	stresses	stress	NOUN
ajam-221	10	11	should	should	AUX
ajam-221	10	12	also	also	ADV
ajam-221	10	13	strive	strive	VERB
ajam-221	10	14	to	to	PART
ajam-221	10	15	reduce	reduce	VERB
ajam-221	10	16	the	the	DET
ajam-221	10	17	cooking	cooking	NOUN
ajam-221	10	18	time	time	NOUN
ajam-221	10	19	as	as	ADV
ajam-221	10	20	well	well	ADV
ajam-221	10	21	as	as	ADP
ajam-221	10	22	enhance	enhance	VERB
ajam-221	10	23	the	the	DET
ajam-221	10	24	keeping	keep	VERB
ajam-221	10	25	quality	quality	NOUN
ajam-221	10	26	and	and	CCONJ
ajam-221	10	27	grain	grain	NOUN
ajam-221	10	28	colour	colour	NOUN
ajam-221	10	29	for	for	ADP
ajam-221	10	30	better	well	ADJ
ajam-221	10	31	benefits	benefit	NOUN
ajam-221	10	32	to	to	ADP
ajam-221	10	33	the	the	DET
ajam-221	10	34	poor	poor	ADJ
ajam-221	10	35	but	but	CCONJ
ajam-221	10	36	trade	trade	NOUN
ajam-221	10	37	-	-	PUNCT
ajam-221	10	38	offs	off	NOUN
ajam-221	10	39	are	be	AUX
ajam-221	10	40	feasible	feasible	ADJ
ajam-221	10	41	.	.	PUNCT
ajam-221	11	1	prioritizing	prioritize	VERB
ajam-221	11	2	the	the	DET
ajam-221	11	3	improvement	improvement	NOUN
ajam-221	11	4	of	of	ADP
ajam-221	11	5	production	production	NOUN
ajam-221	11	6	attributes	attribute	NOUN
ajam-221	11	7	as	as	ADP
ajam-221	11	8	a	a	DET
ajam-221	11	9	short	short	ADJ
ajam-221	11	10	term	term	NOUN
ajam-221	11	11	goal	goal	NOUN
ajam-221	11	12	seems	seem	VERB
ajam-221	11	13	an	an	DET
ajam-221	11	14	efficient	efficient	ADJ
ajam-221	11	15	strategy	strategy	NOUN
ajam-221	11	16	when	when	SCONJ
ajam-221	11	17	multi	multi	ADJ
ajam-221	11	18	-	-	ADJ
ajam-221	11	19	attribute	attribute	NOUN
ajam-221	11	20	based	base	VERB
ajam-221	11	21	breeding	breeding	NOUN
ajam-221	11	22	is	be	AUX
ajam-221	11	23	a	a	DET
ajam-221	11	24	long	long	ADJ
ajam-221	11	25	process	process	NOUN
ajam-221	11	26	.	.	PUNCT
ajam-221	12	1	key	key	ADJ
ajam-221	12	2	words	word	NOUN
ajam-221	12	3	:	:	PUNCT
ajam-221	12	4	common	common	ADJ
ajam-221	12	5	bean	bean	NOUN
ajam-221	12	6	,	,	PUNCT
ajam-221	12	7	relative	relative	ADJ
ajam-221	12	8	importance	importance	NOUN
ajam-221	12	9	of	of	ADP
ajam-221	12	10	variety	variety	NOUN
ajam-221	12	11	attributes	attribute	NOUN
ajam-221	12	12	,	,	PUNCT
ajam-221	12	13	variety	variety	NOUN
ajam-221	12	14	demand	demand	NOUN
ajam-221	12	15	,	,	PUNCT
ajam-221	12	16	drought	drought	NOUN
ajam-221	12	17	areas	area	NOUN
ajam-221	12	18	,	,	PUNCT
ajam-221	12	19	eastern	eastern	ADJ
ajam-221	12	20	kenya	kenya	PROPN
ajam-221	12	21	.	.	PUNCT
ajam-221	13	1	introduction	introduction	NOUN
ajam-221	13	2	common	common	ADJ
ajam-221	13	3	bean	bean	NOUN
ajam-221	13	4	(	(	PUNCT
ajam-221	13	5	phaseolus	phaseolus	X
ajam-221	13	6	vulgaris	vulgaris	X
ajam-221	13	7	l.	l.	PROPN
ajam-221	13	8	)	)	PUNCT
ajam-221	13	9	is	be	AUX
ajam-221	13	10	an	an	DET
ajam-221	13	11	important	important	ADJ
ajam-221	13	12	source	source	NOUN
ajam-221	13	13	of	of	ADP
ajam-221	13	14	protein	protein	NOUN
ajam-221	13	15	for	for	ADP
ajam-221	13	16	many	many	ADJ
ajam-221	13	17	households	household	NOUN
ajam-221	13	18	in	in	ADP
ajam-221	13	19	kenya	kenya	NOUN
ajam-221	13	20	,	,	PUNCT
ajam-221	13	21	but	but	CCONJ
ajam-221	13	22	its	its	PRON
ajam-221	13	23	production	production	NOUN
ajam-221	13	24	has	have	AUX
ajam-221	13	25	not	not	PART
ajam-221	13	26	kept	keep	VERB
ajam-221	13	27	pace	pace	NOUN
ajam-221	13	28	with	with	ADP
ajam-221	13	29	demand	demand	NOUN
ajam-221	13	30	.	.	PUNCT
ajam-221	14	1	in	in	ADP
ajam-221	14	2	2007	2007	NUM
ajam-221	14	3	,	,	PUNCT
ajam-221	14	4	production	production	NOUN
ajam-221	14	5	was	be	AUX
ajam-221	14	6	about	about	ADV
ajam-221	14	7	417,000	417,000	NUM
ajam-221	14	8	metric	metric	ADJ
ajam-221	14	9	tons	ton	NOUN
ajam-221	14	10	while	while	SCONJ
ajam-221	14	11	demand	demand	NOUN
ajam-221	14	12	was	be	AUX
ajam-221	14	13	estimated	estimate	VERB
ajam-221	14	14	at	at	ADP
ajam-221	14	15	500,000	500,000	NUM
ajam-221	14	16	metric	metric	ADJ
ajam-221	14	17	ton	ton	NOUN
ajam-221	14	18	(	(	PUNCT
ajam-221	14	19	faostat	faostat	PROPN
ajam-221	14	20	,	,	PUNCT
ajam-221	14	21	2010	2010	NUM
ajam-221	14	22	)	)	PUNCT
ajam-221	14	23	.	.	PUNCT
ajam-221	15	1	the	the	DET
ajam-221	15	2	supply	supply	NOUN
ajam-221	15	3	deficit	deficit	NOUN
ajam-221	15	4	is	be	AUX
ajam-221	15	5	attributed	attribute	VERB
ajam-221	15	6	to	to	ADP
ajam-221	15	7	the	the	DET
ajam-221	15	8	severity	severity	NOUN
ajam-221	15	9	of	of	ADP
ajam-221	15	10	biophysical	biophysical	ADJ
ajam-221	15	11	stresses	stress	NOUN
ajam-221	15	12	(	(	PUNCT
ajam-221	15	13	such	such	ADJ
ajam-221	15	14	as	as	ADP
ajam-221	15	15	climatic	climatic	ADJ
ajam-221	15	16	variability	variability	NOUN
ajam-221	15	17	,	,	PUNCT
ajam-221	15	18	insect	insect	NOUN
ajam-221	15	19	pests	pest	NOUN
ajam-221	15	20	and	and	CCONJ
ajam-221	15	21	diseases	disease	NOUN
ajam-221	15	22	;	;	PUNCT
ajam-221	15	23	declined	decline	VERB
ajam-221	15	24	soil	soil	NOUN
ajam-221	15	25	fertility	fertility	NOUN
ajam-221	15	26	)	)	PUNCT
ajam-221	15	27	that	that	PRON
ajam-221	15	28	maintain	maintain	VERB
ajam-221	15	29	productivity	productivity	NOUN
ajam-221	15	30	at	at	ADP
ajam-221	15	31	less	less	ADJ
ajam-221	15	32	than	than	ADP
ajam-221	15	33	25	25	NUM
ajam-221	15	34	%	%	NOUN
ajam-221	15	35	of	of	ADP
ajam-221	15	36	potential	potential	ADJ
ajam-221	15	37	yield	yield	NOUN
ajam-221	15	38	(	(	PUNCT
ajam-221	15	39	odendo	odendo	PROPN
ajam-221	15	40	et	et	PROPN
ajam-221	15	41	al	al	PROPN
ajam-221	15	42	.	.	PROPN
ajam-221	15	43	,	,	PUNCT
ajam-221	15	44	2004	2004	NUM
ajam-221	15	45	;	;	PUNCT
ajam-221	15	46	beebe	beebe	NOUN
ajam-221	15	47	,	,	PUNCT
ajam-221	15	48	personal	personal	ADJ
ajam-221	15	49	communication	communication	NOUN
ajam-221	15	50	)	)	PUNCT
ajam-221	15	51	.	.	PUNCT
ajam-221	16	1	the	the	DET
ajam-221	16	2	national	national	ADJ
ajam-221	16	3	agricultural	agricultural	PROPN
ajam-221	16	4	research	research	PROPN
ajam-221	16	5	institute	institute	PROPN
ajam-221	16	6	of	of	ADP
ajam-221	16	7	kenya	kenya	PROPN
ajam-221	16	8	in	in	ADP
ajam-221	16	9	partnership	partnership	NOUN
ajam-221	16	10	with	with	ADP
ajam-221	16	11	centro	centro	PROPN
ajam-221	16	12	internacional	internacional	PROPN
ajam-221	16	13	de	de	PROPN
ajam-221	16	14	agricultura	agricultura	PROPN
ajam-221	16	15	tropical	tropical	NOUN
ajam-221	16	16	(	(	PUNCT
ajam-221	16	17	ciat	ciat	PROPN
ajam-221	16	18	)	)	PUNCT
ajam-221	16	19	has	have	AUX
ajam-221	16	20	been	be	AUX
ajam-221	16	21	conducting	conduct	VERB
ajam-221	16	22	researches	research	NOUN
ajam-221	16	23	to	to	ADP
ajam-221	16	24	*	*	PUNCT
ajam-221	16	25	corresponding	correspond	VERB
ajam-221	16	26	author	author	NOUN
ajam-221	16	27	.	.	PUNCT
ajam-221	17	1	e	e	X
ajam-221	17	2	-	-	NOUN
ajam-221	17	3	mail	mail	NOUN
ajam-221	17	4	:	:	PUNCT
ajam-221	17	5	e.katungi@cgiar.org	e.katungi@cgiar.org	PROPN
ajam-221	17	6	.	.	PUNCT
ajam-221	18	1	fax	fax	NOUN
ajam-221	18	2	:	:	PUNCT
ajam-221	18	3	+256(0)414_567635	+256(0)414_567635	PROPN
ajam-221	18	4	.	.	PUNCT
ajam-221	18	5	produce	produce	VERB
ajam-221	18	6	common	common	ADJ
ajam-221	18	7	bean	bean	NOUN
ajam-221	18	8	germplasm	germplasm	NOUN
ajam-221	18	9	that	that	PRON
ajam-221	18	10	is	be	AUX
ajam-221	18	11	well	well	ADV
ajam-221	18	12	adapted	adapt	VERB
ajam-221	18	13	to	to	ADP
ajam-221	18	14	the	the	DET
ajam-221	18	15	environment	environment	NOUN
ajam-221	18	16	.	.	PUNCT
ajam-221	19	1	these	these	DET
ajam-221	19	2	efforts	effort	NOUN
ajam-221	19	3	are	be	AUX
ajam-221	19	4	still	still	ADV
ajam-221	19	5	continuing	continue	VERB
ajam-221	19	6	and	and	CCONJ
ajam-221	19	7	new	new	ADJ
ajam-221	19	8	approaches	approach	NOUN
ajam-221	19	9	,	,	PUNCT
ajam-221	19	10	such	such	ADJ
ajam-221	19	11	as	as	ADP
ajam-221	19	12	marker	marker	NOUN
ajam-221	19	13	selection	selection	NOUN
ajam-221	19	14	,	,	PUNCT
ajam-221	19	15	are	be	AUX
ajam-221	19	16	being	be	AUX
ajam-221	19	17	exploited	exploit	VERB
ajam-221	19	18	to	to	PART
ajam-221	19	19	meet	meet	VERB
ajam-221	19	20	the	the	DET
ajam-221	19	21	farmers‟	farmers‟	NOUN
ajam-221	19	22	needs	need	NOUN
ajam-221	19	23	.	.	PUNCT
ajam-221	20	1	while	while	SCONJ
ajam-221	20	2	these	these	DET
ajam-221	20	3	advances	advance	NOUN
ajam-221	20	4	in	in	ADP
ajam-221	20	5	plant	plant	NOUN
ajam-221	20	6	breeding	breeding	NOUN
ajam-221	20	7	have	have	AUX
ajam-221	20	8	made	make	VERB
ajam-221	20	9	it	it	PRON
ajam-221	20	10	possible	possible	ADJ
ajam-221	20	11	to	to	PART
ajam-221	20	12	develop	develop	VERB
ajam-221	20	13	crop	crop	NOUN
ajam-221	20	14	varieties	variety	NOUN
ajam-221	20	15	with	with	ADP
ajam-221	20	16	multiple	multiple	ADJ
ajam-221	20	17	attributes	attribute	NOUN
ajam-221	20	18	to	to	PART
ajam-221	20	19	overcome	overcome	VERB
ajam-221	20	20	a	a	DET
ajam-221	20	21	range	range	NOUN
ajam-221	20	22	of	of	ADP
ajam-221	20	23	biotic	biotic	ADJ
ajam-221	20	24	and	and	CCONJ
ajam-221	20	25	abiotic	abiotic	ADJ
ajam-221	20	26	constraints	constraint	NOUN
ajam-221	20	27	without	without	ADP
ajam-221	20	28	compromising	compromise	VERB
ajam-221	20	29	the	the	DET
ajam-221	20	30	desirable	desirable	ADJ
ajam-221	20	31	qualities	quality	NOUN
ajam-221	20	32	,	,	PUNCT
ajam-221	20	33	the	the	DET
ajam-221	20	34	process	process	NOUN
ajam-221	20	35	of	of	ADP
ajam-221	20	36	multi	multi	ADJ
ajam-221	20	37	-	-	NOUN
ajam-221	20	38	attribute	attribute	NOUN
ajam-221	20	39	based	base	VERB
ajam-221	20	40	breeding	breeding	NOUN
ajam-221	20	41	approach	approach	NOUN
ajam-221	20	42	can	can	AUX
ajam-221	20	43	be	be	AUX
ajam-221	20	44	often	often	ADV
ajam-221	20	45	complex	complex	ADJ
ajam-221	20	46	,	,	PUNCT
ajam-221	20	47	take	take	VERB
ajam-221	20	48	long	long	ADV
ajam-221	20	49	to	to	PART
ajam-221	20	50	complete	complete	VERB
ajam-221	20	51	and	and	CCONJ
ajam-221	20	52	provide	provide	VERB
ajam-221	20	53	no	no	DET
ajam-221	20	54	guarantee	guarantee	NOUN
ajam-221	20	55	that	that	SCONJ
ajam-221	20	56	an	an	DET
ajam-221	20	57	ideal	ideal	ADJ
ajam-221	20	58	variety	variety	NOUN
ajam-221	20	59	will	will	AUX
ajam-221	20	60	be	be	AUX
ajam-221	20	61	found	find	VERB
ajam-221	20	62	(	(	PUNCT
ajam-221	20	63	bellon	bellon	NOUN
ajam-221	20	64	,	,	PUNCT
ajam-221	20	65	1996	1996	NUM
ajam-221	20	66	)	)	PUNCT
ajam-221	20	67	.	.	PUNCT
ajam-221	21	1	therefore	therefore	ADV
ajam-221	21	2	,	,	PUNCT
ajam-221	21	3	it	it	PRON
ajam-221	21	4	is	be	AUX
ajam-221	21	5	important	important	ADJ
ajam-221	21	6	for	for	SCONJ
ajam-221	21	7	breeders	breeder	NOUN
ajam-221	21	8	to	to	PART
ajam-221	21	9	understand	understand	VERB
ajam-221	21	10	the	the	DET
ajam-221	21	11	important	important	ADJ
ajam-221	21	12	variety	variety	NOUN
ajam-221	21	13	attributes	attribute	NOUN
ajam-221	21	14	that	that	PRON
ajam-221	21	15	drive	drive	VERB
ajam-221	21	16	planting	planting	NOUN
ajam-221	21	17	decisions	decision	NOUN
ajam-221	21	18	in	in	ADP
ajam-221	21	19	order	order	NOUN
ajam-221	21	20	for	for	SCONJ
ajam-221	21	21	them	they	PRON
ajam-221	21	22	to	to	PART
ajam-221	21	23	set	set	VERB
ajam-221	21	24	breeding	breeding	NOUN
ajam-221	21	25	priorities	priority	NOUN
ajam-221	21	26	.	.	PUNCT
ajam-221	22	1	the	the	DET
ajam-221	22	2	objective	objective	NOUN
ajam-221	22	3	of	of	ADP
ajam-221	22	4	this	this	DET
ajam-221	22	5	study	study	NOUN
ajam-221	22	6	was	be	AUX
ajam-221	22	7	to	to	PART
ajam-221	22	8	assess	assess	VERB
ajam-221	22	9	the	the	DET
ajam-221	22	10	relative	relative	ADJ
ajam-221	22	11	importance	importance	NOUN
ajam-221	22	12	of	of	ADP
ajam-221	22	13	common	common	ADJ
ajam-221	22	14	bean	bean	NOUN
ajam-221	22	15	attributes	attribute	NOUN
ajam-221	22	16	to	to	ADP
ajam-221	22	17	different	different	ADJ
ajam-221	22	18	groups	group	NOUN
ajam-221	22	19	of	of	ADP
ajam-221	22	20	farmers	farmer	NOUN
ajam-221	22	21	and	and	CCONJ
ajam-221	22	22	their	their	PRON
ajam-221	22	23	contribution	contribution	NOUN
ajam-221	22	24	to	to	ADP
ajam-221	22	25	variety	variety	NOUN
ajam-221	22	26	demand	demand	NOUN
ajam-221	22	27	.	.	PUNCT
ajam-221	23	1	sperling	sperling	PROPN
ajam-221	23	2	et	et	PROPN
ajam-221	23	3	al	al	PROPN
ajam-221	23	4	.	.	PROPN
ajam-221	24	1	(	(	PUNCT
ajam-221	24	2	1993	1993	NUM
ajam-221	24	3	)	)	PUNCT
ajam-221	24	4	found	find	VERB
ajam-221	24	5	that	that	SCONJ
ajam-221	24	6	common	common	ADJ
ajam-221	24	7	bean	bean	NOUN
ajam-221	24	8	variety	variety	NOUN
ajam-221	24	9	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	file:///c:\users\user\documents\republication\agricultural%20sciences\appdata\local\temp\www.internationalscholarsjournals.org	ADJ
ajam-221	24	10	figure	figure	NOUN
ajam-221	24	11	1	1	NUM
ajam-221	24	12	.	.	NUM
ajam-221	24	13	predicted	predict	VERB
ajam-221	24	14	and	and	CCONJ
ajam-221	24	15	observed	observed	ADJ
ajam-221	24	16	amounts	amount	NOUN
ajam-221	24	17	of	of	ADP
ajam-221	24	18	rainfall	rainfall	NOUN
ajam-221	24	19	(	(	PUNCT
ajam-221	24	20	september	september	PROPN
ajam-221	24	21	-	-	PUNCT
ajam-221	24	22	november	november	PROPN
ajam-221	24	23	)	)	PUNCT
ajam-221	24	24	,	,	PUNCT
ajam-221	24	25	1994	1994	NUM
ajam-221	24	26	to	to	ADP
ajam-221	24	27	2003	2003	NUM
ajam-221	24	28	.	.	PUNCT
ajam-221	25	1	source	source	NOUN
ajam-221	25	2	:	:	PUNCT
ajam-221	25	3	katumani	katumani	ADJ
ajam-221	25	4	meteorological	meteorological	ADJ
ajam-221	25	5	station	station	NOUN
ajam-221	25	6	.	.	PUNCT
ajam-221	26	1	choice	choice	NOUN
ajam-221	26	2	varies	vary	VERB
ajam-221	26	3	among	among	ADP
ajam-221	26	4	farmers	farmer	NOUN
ajam-221	26	5	within	within	ADP
ajam-221	26	6	a	a	DET
ajam-221	26	7	given	give	VERB
ajam-221	26	8	location	location	NOUN
ajam-221	26	9	according	accord	VERB
ajam-221	26	10	to	to	ADP
ajam-221	26	11	their	their	PRON
ajam-221	26	12	production	production	NOUN
ajam-221	26	13	conditions	condition	NOUN
ajam-221	26	14	,	,	PUNCT
ajam-221	26	15	objectives	objective	NOUN
ajam-221	26	16	and	and	CCONJ
ajam-221	26	17	preferences	preference	NOUN
ajam-221	26	18	.	.	PUNCT
ajam-221	27	1	their	their	PRON
ajam-221	27	2	research	research	NOUN
ajam-221	27	3	influenced	influence	VERB
ajam-221	27	4	the	the	DET
ajam-221	27	5	integration	integration	NOUN
ajam-221	27	6	of	of	ADP
ajam-221	27	7	participatory	participatory	ADJ
ajam-221	27	8	variety	variety	NOUN
ajam-221	27	9	selection	selection	NOUN
ajam-221	27	10	into	into	ADP
ajam-221	27	11	the	the	DET
ajam-221	27	12	breeding	breeding	NOUN
ajam-221	27	13	process	process	NOUN
ajam-221	27	14	.	.	PUNCT
ajam-221	28	1	however	however	ADV
ajam-221	28	2	,	,	PUNCT
ajam-221	28	3	the	the	DET
ajam-221	28	4	information	information	NOUN
ajam-221	28	5	from	from	ADP
ajam-221	28	6	the	the	DET
ajam-221	28	7	participatory	participatory	ADJ
ajam-221	28	8	variety	variety	NOUN
ajam-221	28	9	selection	selection	NOUN
ajam-221	28	10	regarding	regard	VERB
ajam-221	28	11	the	the	DET
ajam-221	28	12	specific	specific	ADJ
ajam-221	28	13	consumption	consumption	NOUN
ajam-221	28	14	and	and	CCONJ
ajam-221	28	15	production	production	NOUN
ajam-221	28	16	attributes	attribute	NOUN
ajam-221	28	17	that	that	PRON
ajam-221	28	18	influence	influence	VERB
ajam-221	28	19	the	the	DET
ajam-221	28	20	choice	choice	NOUN
ajam-221	28	21	of	of	ADP
ajam-221	28	22	common	common	ADJ
ajam-221	28	23	bean	bean	NOUN
ajam-221	28	24	varieties	variety	NOUN
ajam-221	28	25	has	have	AUX
ajam-221	28	26	not	not	PART
ajam-221	28	27	been	be	AUX
ajam-221	28	28	able	able	ADJ
ajam-221	28	29	to	to	PART
ajam-221	28	30	provide	provide	VERB
ajam-221	28	31	precise	precise	ADJ
ajam-221	28	32	weights	weight	NOUN
ajam-221	28	33	among	among	ADP
ajam-221	28	34	a	a	DET
ajam-221	28	35	string	string	NOUN
ajam-221	28	36	of	of	ADP
ajam-221	28	37	desired	desire	VERB
ajam-221	28	38	characteristics	characteristic	NOUN
ajam-221	28	39	.	.	PUNCT
ajam-221	29	1	little	little	ADJ
ajam-221	29	2	is	be	AUX
ajam-221	29	3	known	know	VERB
ajam-221	29	4	regarding	regard	VERB
ajam-221	29	5	the	the	DET
ajam-221	29	6	connection	connection	NOUN
ajam-221	29	7	between	between	ADP
ajam-221	29	8	land	land	NOUN
ajam-221	29	9	allocation	allocation	NOUN
ajam-221	29	10	to	to	ADP
ajam-221	29	11	common	common	ADJ
ajam-221	29	12	bean	bean	NOUN
ajam-221	29	13	varieties	variety	NOUN
ajam-221	29	14	(	(	PUNCT
ajam-221	29	15	that	that	PRON
ajam-221	29	16	is	is	ADV
ajam-221	29	17	,	,	PUNCT
ajam-221	29	18	variety	variety	NOUN
ajam-221	29	19	demand	demand	NOUN
ajam-221	29	20	)	)	PUNCT
ajam-221	29	21	and	and	CCONJ
ajam-221	29	22	relative	relative	ADJ
ajam-221	29	23	importance	importance	NOUN
ajam-221	29	24	of	of	ADP
ajam-221	29	25	variety	variety	NOUN
ajam-221	29	26	attributes	attribute	NOUN
ajam-221	29	27	(	(	PUNCT
ajam-221	29	28	such	such	ADJ
ajam-221	29	29	as	as	ADP
ajam-221	29	30	consumption	consumption	NOUN
ajam-221	29	31	or	or	CCONJ
ajam-221	29	32	risk	risk	NOUN
ajam-221	29	33	reducing	reduce	VERB
ajam-221	29	34	characteristics	characteristic	NOUN
ajam-221	29	35	)	)	PUNCT
ajam-221	29	36	.	.	PUNCT
ajam-221	30	1	the	the	DET
ajam-221	30	2	paper	paper	NOUN
ajam-221	30	3	assesses	assess	VERB
ajam-221	30	4	the	the	DET
ajam-221	30	5	relative	relative	ADJ
ajam-221	30	6	importance	importance	NOUN
ajam-221	30	7	of	of	ADP
ajam-221	30	8	different	different	ADJ
ajam-221	30	9	common	common	ADJ
ajam-221	30	10	bean	bean	NOUN
ajam-221	30	11	variety	variety	NOUN
ajam-221	30	12	attributes	attribute	NOUN
ajam-221	30	13	to	to	ADP
ajam-221	30	14	different	different	ADJ
ajam-221	30	15	groups	group	NOUN
ajam-221	30	16	of	of	ADP
ajam-221	30	17	households	household	NOUN
ajam-221	30	18	and	and	CCONJ
ajam-221	30	19	tests	test	VERB
ajam-221	30	20	their	their	PRON
ajam-221	30	21	effect	effect	NOUN
ajam-221	30	22	and	and	CCONJ
ajam-221	30	23	that	that	PRON
ajam-221	30	24	of	of	ADP
ajam-221	30	25	other	other	ADJ
ajam-221	30	26	factors	factor	NOUN
ajam-221	30	27	on	on	ADP
ajam-221	30	28	the	the	DET
ajam-221	30	29	variety	variety	NOUN
ajam-221	30	30	demand	demand	NOUN
ajam-221	30	31	.	.	PUNCT
ajam-221	31	1	materials	material	NOUN
ajam-221	31	2	and	and	CCONJ
ajam-221	31	3	methods	method	NOUN
ajam-221	31	4	study	study	NOUN
ajam-221	31	5	area	area	NOUN
ajam-221	31	6	and	and	CCONJ
ajam-221	31	7	data	datum	NOUN
ajam-221	31	8	sources	source	NOUN
ajam-221	31	9	the	the	DET
ajam-221	31	10	study	study	NOUN
ajam-221	31	11	was	be	AUX
ajam-221	31	12	carried	carry	VERB
ajam-221	31	13	out	out	ADP
ajam-221	31	14	in	in	ADP
ajam-221	31	15	mwala	mwala	PROPN
ajam-221	31	16	and	and	CCONJ
ajam-221	31	17	kitui	kitui	PROPN
ajam-221	31	18	districts	district	NOUN
ajam-221	31	19	of	of	ADP
ajam-221	31	20	eastern	eastern	ADJ
ajam-221	31	21	kenya	kenya	PROPN
ajam-221	31	22	,	,	PUNCT
ajam-221	31	23	one	one	NUM
ajam-221	31	24	of	of	ADP
ajam-221	31	25	the	the	DET
ajam-221	31	26	major	major	ADJ
ajam-221	31	27	bean	bean	NOUN
ajam-221	31	28	-	-	PUNCT
ajam-221	31	29	producing	produce	VERB
ajam-221	31	30	regions	region	NOUN
ajam-221	31	31	in	in	ADP
ajam-221	31	32	the	the	DET
ajam-221	31	33	country	country	NOUN
ajam-221	31	34	.	.	PUNCT
ajam-221	32	1	mwala	mwala	PROPN
ajam-221	32	2	and	and	CCONJ
ajam-221	32	3	kitui	kitui	PROPN
ajam-221	32	4	districts	district	NOUN
ajam-221	32	5	are	be	AUX
ajam-221	32	6	neighbouring	neighbouring	ADJ
ajam-221	32	7	towns	town	NOUN
ajam-221	32	8	and	and	CCONJ
ajam-221	32	9	are	be	AUX
ajam-221	32	10	located	locate	VERB
ajam-221	32	11	about	about	ADV
ajam-221	32	12	50	50	NUM
ajam-221	32	13	to	to	PART
ajam-221	32	14	150	150	NUM
ajam-221	32	15	km	km	NOUN
ajam-221	32	16	from	from	ADP
ajam-221	32	17	nairobi	nairobi	PROPN
ajam-221	32	18	city	city	PROPN
ajam-221	32	19	,	,	PUNCT
ajam-221	32	20	on	on	ADP
ajam-221	32	21	a	a	DET
ajam-221	32	22	national	national	ADJ
ajam-221	32	23	road	road	NOUN
ajam-221	32	24	connecting	connect	VERB
ajam-221	32	25	nairobi	nairobi	PROPN
ajam-221	32	26	and	and	CCONJ
ajam-221	32	27	mombasa	mombasa	PROPN
ajam-221	32	28	towns	town	NOUN
ajam-221	32	29	with	with	ADP
ajam-221	32	30	favourable	favourable	ADJ
ajam-221	32	31	conditions	condition	NOUN
ajam-221	32	32	for	for	ADP
ajam-221	32	33	the	the	DET
ajam-221	32	34	marketing	marketing	NOUN
ajam-221	32	35	of	of	ADP
ajam-221	32	36	agricultural	agricultural	ADJ
ajam-221	32	37	produce	produce	NOUN
ajam-221	32	38	.	.	PUNCT
ajam-221	33	1	the	the	DET
ajam-221	33	2	areas	area	NOUN
ajam-221	33	3	are	be	AUX
ajam-221	33	4	elevated	elevate	VERB
ajam-221	33	5	between	between	ADP
ajam-221	33	6	1000	1000	NUM
ajam-221	33	7	to	to	ADP
ajam-221	33	8	1500	1500	NUM
ajam-221	33	9	masl	masl	PROPN
ajam-221	33	10	.	.	PUNCT
ajam-221	34	1	highlands	highlands	PROPN
ajam-221	34	2	above	above	ADP
ajam-221	34	3	1500masl	1500masl	NUM
ajam-221	34	4	exist	exist	VERB
ajam-221	34	5	but	but	CCONJ
ajam-221	34	6	are	be	AUX
ajam-221	34	7	rarely	rarely	ADV
ajam-221	34	8	used	use	VERB
ajam-221	34	9	for	for	ADP
ajam-221	34	10	agriculture	agriculture	NOUN
ajam-221	34	11	because	because	SCONJ
ajam-221	34	12	they	they	PRON
ajam-221	34	13	are	be	AUX
ajam-221	34	14	either	either	CCONJ
ajam-221	34	15	arid	arid	ADJ
ajam-221	34	16	or	or	CCONJ
ajam-221	34	17	unsuitable	unsuitable	ADJ
ajam-221	34	18	for	for	ADP
ajam-221	34	19	animal	animal	NOUN
ajam-221	34	20	power	power	NOUN
ajam-221	34	21	technology	technology	NOUN
ajam-221	34	22	.	.	PUNCT
ajam-221	35	1	the	the	DET
ajam-221	35	2	soil	soil	NOUN
ajam-221	35	3	types	type	NOUN
ajam-221	35	4	in	in	ADP
ajam-221	35	5	eastern	eastern	ADJ
ajam-221	35	6	kenya	kenya	PROPN
ajam-221	35	7	are	be	AUX
ajam-221	35	8	predominantly	predominantly	ADV
ajam-221	35	9	sandy	sandy	ADJ
ajam-221	35	10	and	and	CCONJ
ajam-221	35	11	murram	murram	PROPN
ajam-221	35	12	with	with	ADP
ajam-221	35	13	patches	patch	NOUN
ajam-221	35	14	of	of	ADP
ajam-221	35	15	black	black	ADJ
ajam-221	35	16	cotton	cotton	NOUN
ajam-221	35	17	soils	soil	NOUN
ajam-221	35	18	(	(	PUNCT
ajam-221	35	19	vertisols	vertisol	NOUN
ajam-221	35	20	)	)	PUNCT
ajam-221	35	21	in	in	ADP
ajam-221	35	22	poorly	poorly	ADV
ajam-221	35	23	drained	drain	VERB
ajam-221	35	24	areas	area	NOUN
ajam-221	35	25	(	(	PUNCT
ajam-221	35	26	mwita	mwita	NOUN
ajam-221	35	27	rukandema	rukandema	X
ajam-221	35	28	et	et	PROPN
ajam-221	35	29	al	al	PROPN
ajam-221	35	30	.	.	PROPN
ajam-221	35	31	,	,	PUNCT
ajam-221	35	32	1981	1981	NUM
ajam-221	35	33	)	)	PUNCT
ajam-221	35	34	.	.	PUNCT
ajam-221	36	1	the	the	DET
ajam-221	36	2	area	area	NOUN
ajam-221	36	3	receives	receive	VERB
ajam-221	36	4	a	a	DET
ajam-221	36	5	total	total	ADJ
ajam-221	36	6	rainfall	rainfall	NOUN
ajam-221	36	7	of	of	ADP
ajam-221	36	8	about	about	ADP
ajam-221	36	9	800	800	NUM
ajam-221	36	10	to	to	PART
ajam-221	36	11	1000	1000	NUM
ajam-221	36	12	mm	mm	NOUN
ajam-221	36	13	per	per	ADP
ajam-221	36	14	year	year	NOUN
ajam-221	36	15	but	but	CCONJ
ajam-221	36	16	the	the	DET
ajam-221	36	17	records	record	NOUN
ajam-221	36	18	at	at	ADP
ajam-221	36	19	katumani	katumani	ADJ
ajam-221	36	20	meteorogical	meteorogical	ADJ
ajam-221	36	21	station	station	NOUN
ajam-221	36	22	of	of	ADP
ajam-221	36	23	kenya	kenya	PROPN
ajam-221	36	24	agriculture	agriculture	PROPN
ajam-221	36	25	research	research	PROPN
ajam-221	36	26	institute	institute	PROPN
ajam-221	36	27	(	(	PUNCT
ajam-221	36	28	kari	kari	X
ajam-221	36	29	)	)	PUNCT
ajam-221	36	30	indicate	indicate	VERB
ajam-221	36	31	that	that	SCONJ
ajam-221	36	32	rainfall	rainfall	NOUN
ajam-221	36	33	has	have	AUX
ajam-221	36	34	generally	generally	ADV
ajam-221	36	35	been	be	AUX
ajam-221	36	36	lower	low	ADJ
ajam-221	36	37	than	than	ADP
ajam-221	36	38	800	800	NUM
ajam-221	36	39	mm	mm	NOUN
ajam-221	36	40	in	in	ADP
ajam-221	36	41	the	the	DET
ajam-221	36	42	last	last	ADJ
ajam-221	36	43	ten	ten	NUM
ajam-221	36	44	years	year	NOUN
ajam-221	36	45	(	(	PUNCT
ajam-221	36	46	figure	figure	NOUN
ajam-221	36	47	1	1	NUM
ajam-221	36	48	)	)	PUNCT
ajam-221	36	49	.	.	PUNCT
ajam-221	37	1	rainfall	rainfall	NOUN
ajam-221	37	2	variability	variability	NOUN
ajam-221	37	3	has	have	AUX
ajam-221	37	4	also	also	ADV
ajam-221	37	5	been	be	AUX
ajam-221	37	6	acute	acute	ADJ
ajam-221	37	7	,	,	PUNCT
ajam-221	37	8	resulting	result	VERB
ajam-221	37	9	in	in	ADP
ajam-221	37	10	famine	famine	NOUN
ajam-221	37	11	and	and	CCONJ
ajam-221	37	12	repeated	repeat	VERB
ajam-221	37	13	deliveries	delivery	NOUN
ajam-221	37	14	of	of	ADP
ajam-221	37	15	food	food	NOUN
ajam-221	37	16	and	and	CCONJ
ajam-221	37	17	seed	seed	NOUN
ajam-221	37	18	aid	aid	NOUN
ajam-221	37	19	(	(	PUNCT
ajam-221	37	20	sperling	sperling	NOUN
ajam-221	37	21	,	,	PUNCT
ajam-221	37	22	2002	2002	NUM
ajam-221	37	23	)	)	PUNCT
ajam-221	37	24	.	.	PUNCT
ajam-221	38	1	common	common	ADJ
ajam-221	38	2	bean	bean	NOUN
ajam-221	38	3	is	be	AUX
ajam-221	38	4	a	a	DET
ajam-221	38	5	short	short	ADJ
ajam-221	38	6	season	season	NOUN
ajam-221	38	7	crop	crop	NOUN
ajam-221	38	8	that	that	PRON
ajam-221	38	9	contributes	contribute	VERB
ajam-221	38	10	significantly	significantly	ADV
ajam-221	38	11	to	to	ADP
ajam-221	38	12	food	food	NOUN
ajam-221	38	13	and	and	CCONJ
ajam-221	38	14	nutrition	nutrition	NOUN
ajam-221	38	15	in	in	ADP
ajam-221	38	16	the	the	DET
ajam-221	38	17	study	study	NOUN
ajam-221	38	18	area	area	NOUN
ajam-221	38	19	.	.	PUNCT
ajam-221	39	1	it	it	PRON
ajam-221	39	2	is	be	AUX
ajam-221	39	3	managed	manage	VERB
ajam-221	39	4	mainly	mainly	ADV
ajam-221	39	5	for	for	ADP
ajam-221	39	6	subsistence	subsistence	NOUN
ajam-221	39	7	requirements	requirement	NOUN
ajam-221	39	8	but	but	CCONJ
ajam-221	39	9	surpluses	surplus	NOUN
ajam-221	39	10	can	can	AUX
ajam-221	39	11	be	be	AUX
ajam-221	39	12	sold	sell	VERB
ajam-221	39	13	in	in	ADP
ajam-221	39	14	the	the	DET
ajam-221	39	15	market	market	NOUN
ajam-221	39	16	.	.	PUNCT
ajam-221	40	1	the	the	DET
ajam-221	40	2	data	datum	NOUN
ajam-221	40	3	used	use	VERB
ajam-221	40	4	in	in	ADP
ajam-221	40	5	this	this	DET
ajam-221	40	6	study	study	NOUN
ajam-221	40	7	were	be	AUX
ajam-221	40	8	collected	collect	VERB
ajam-221	40	9	for	for	ADP
ajam-221	40	10	tropical	tropical	ADJ
ajam-221	40	11	legumes	legume	NOUN
ajam-221	40	12	project	project	NOUN
ajam-221	40	13	of	of	ADP
ajam-221	40	14	ciat	ciat	PROPN
ajam-221	40	15	/	/	SYM
ajam-221	40	16	icrisat	icrisat	NOUN
ajam-221	40	17	/	/	SYM
ajam-221	40	18	iita	iita	NOUN
ajam-221	40	19	implemented	implement	VERB
ajam-221	40	20	in	in	ADP
ajam-221	40	21	2007	2007	NUM
ajam-221	40	22	to	to	ADP
ajam-221	40	23	2010	2010	NUM
ajam-221	40	24	in	in	ADP
ajam-221	40	25	south	south	PROPN
ajam-221	40	26	asia	asia	PROPN
ajam-221	40	27	and	and	CCONJ
ajam-221	40	28	sub	sub	ADJ
ajam-221	40	29	-	-	ADJ
ajam-221	40	30	saharan	saharan	ADJ
ajam-221	40	31	africa	africa	PROPN
ajam-221	40	32	1	1	NUM
ajam-221	40	33	.	.	PUNCT
ajam-221	41	1	mwala	mwala	PROPN
ajam-221	41	2	and	and	CCONJ
ajam-221	41	3	kitui	kitui	PROPN
ajam-221	41	4	districts	district	NOUN
ajam-221	41	5	were	be	AUX
ajam-221	41	6	chosen	choose	VERB
ajam-221	41	7	purposively	purposively	ADV
ajam-221	41	8	for	for	ADP
ajam-221	41	9	the	the	DET
ajam-221	41	10	baseline	baseline	PROPN
ajam-221	41	11	studies	study	NOUN
ajam-221	41	12	on	on	ADP
ajam-221	41	13	common	common	ADJ
ajam-221	41	14	bean	bean	NOUN
ajam-221	41	15	because	because	SCONJ
ajam-221	41	16	the	the	DET
ajam-221	41	17	two	two	NUM
ajam-221	41	18	districts	district	NOUN
ajam-221	41	19	experience	experience	VERB
ajam-221	41	20	high	high	ADJ
ajam-221	41	21	probability	probability	NOUN
ajam-221	41	22	of	of	ADP
ajam-221	41	23	rainfall	rainfall	NOUN
ajam-221	41	24	failure	failure	NOUN
ajam-221	41	25	(	(	PUNCT
ajam-221	41	26	about	about	ADV
ajam-221	41	27	60	60	NUM
ajam-221	41	28	%	%	NOUN
ajam-221	41	29	)	)	PUNCT
ajam-221	41	30	,	,	PUNCT
ajam-221	41	31	and	and	CCONJ
ajam-221	41	32	have	have	VERB
ajam-221	41	33	high	high	ADJ
ajam-221	41	34	levels	level	NOUN
ajam-221	41	35	of	of	ADP
ajam-221	41	36	poverty	poverty	NOUN
ajam-221	41	37	for	for	ADP
ajam-221	41	38	which	which	PRON
ajam-221	41	39	the	the	DET
ajam-221	41	40	project	project	NOUN
ajam-221	41	41	was	be	AUX
ajam-221	41	42	designed	design	VERB
ajam-221	41	43	.	.	PUNCT
ajam-221	42	1	geo	geo	PROPN
ajam-221	42	2	-	-	PUNCT
ajam-221	42	3	referenced	reference	VERB
ajam-221	42	4	maps	map	NOUN
ajam-221	42	5	were	be	AUX
ajam-221	42	6	used	use	VERB
ajam-221	42	7	to	to	PART
ajam-221	42	8	guide	guide	VERB
ajam-221	42	9	in	in	ADP
ajam-221	42	10	the	the	DET
ajam-221	42	11	selection	selection	NOUN
ajam-221	42	12	of	of	ADP
ajam-221	42	13	districts	district	NOUN
ajam-221	42	14	.	.	PUNCT
ajam-221	43	1	conceptual	conceptual	ADJ
ajam-221	43	2	framework	framework	NOUN
ajam-221	43	3	and	and	CCONJ
ajam-221	43	4	model	model	NOUN
ajam-221	43	5	specification	specification	NOUN
ajam-221	43	6	the	the	DET
ajam-221	43	7	theory	theory	NOUN
ajam-221	43	8	of	of	ADP
ajam-221	43	9	agricultural	agricultural	ADJ
ajam-221	43	10	household	household	NOUN
ajam-221	43	11	(	(	PUNCT
ajam-221	43	12	singh	singh	PROPN
ajam-221	43	13	et	et	PROPN
ajam-221	43	14	al	al	PROPN
ajam-221	43	15	.	.	PROPN
ajam-221	43	16	,	,	PUNCT
ajam-221	43	17	1986	1986	NUM
ajam-221	43	18	;	;	PUNCT
ajam-221	43	19	de	de	X
ajam-221	43	20	janvry	janvry	X
ajam-221	43	21	et	et	PROPN
ajam-221	43	22	al	al	PROPN
ajam-221	43	23	.	.	PROPN
ajam-221	43	24	,	,	PUNCT
ajam-221	43	25	1991	1991	NUM
ajam-221	43	26	;	;	PUNCT
ajam-221	43	27	sadoulet	sadoulet	NOUN
ajam-221	43	28	and	and	CCONJ
ajam-221	43	29	de	de	X
ajam-221	43	30	janvry	janvry	NOUN
ajam-221	43	31	,	,	PUNCT
ajam-221	43	32	1995	1995	NUM
ajam-221	43	33	)	)	PUNCT
ajam-221	43	34	was	be	AUX
ajam-221	43	35	used	use	VERB
ajam-221	43	36	to	to	PART
ajam-221	43	37	derive	derive	VERB
ajam-221	43	38	variables	variable	NOUN
ajam-221	43	39	used	use	VERB
ajam-221	43	40	in	in	ADP
ajam-221	43	41	the	the	DET
ajam-221	43	42	econometric	econometric	ADJ
ajam-221	43	43	analysis	analysis	NOUN
ajam-221	43	44	.	.	PUNCT
ajam-221	44	1	variety	variety	NOUN
ajam-221	44	2	consumption	consumption	NOUN
ajam-221	44	3	attributes	attribute	NOUN
ajam-221	44	4	were	be	AUX
ajam-221	44	5	incorporated	incorporate	VERB
ajam-221	44	6	into	into	ADP
ajam-221	44	7	the	the	DET
ajam-221	44	8	utility	utility	NOUN
ajam-221	44	9	function	function	NOUN
ajam-221	44	10	according	accord	VERB
ajam-221	44	11	to	to	ADP
ajam-221	44	12	the	the	DET
ajam-221	44	13	consumer	consumer	NOUN
ajam-221	44	14	theory	theory	NOUN
ajam-221	44	15	of	of	ADP
ajam-221	44	16	lancaster	lancaster	PROPN
ajam-221	44	17	(	(	PUNCT
ajam-221	44	18	1966	1966	NUM
ajam-221	44	19	)	)	PUNCT
ajam-221	44	20	also	also	ADV
ajam-221	44	21	used	use	VERB
ajam-221	44	22	by	by	ADP
ajam-221	44	23	others	other	NOUN
ajam-221	44	24	(	(	PUNCT
ajam-221	44	25	edmeades	edmeade	NOUN
ajam-221	44	26	2003	2003	NUM
ajam-221	44	27	,	,	PUNCT
ajam-221	44	28	wale	wale	PROPN
ajam-221	44	29	and	and	CCONJ
ajam-221	44	30	mburu	mburu	NOUN
ajam-221	44	31	,	,	PUNCT
ajam-221	44	32	2005	2005	NUM
ajam-221	44	33	)	)	PUNCT
ajam-221	44	34	.	.	PUNCT
ajam-221	45	1	in	in	ADP
ajam-221	45	2	the	the	DET
ajam-221	45	3	consumer	consumer	NOUN
ajam-221	45	4	theory	theory	NOUN
ajam-221	45	5	of	of	ADP
ajam-221	45	6	lancaster	lancaster	PROPN
ajam-221	45	7	(	(	PUNCT
ajam-221	45	8	1966	1966	NUM
ajam-221	45	9	)	)	PUNCT
ajam-221	45	10	,	,	PUNCT
ajam-221	45	11	the	the	DET
ajam-221	45	12	utility	utility	NOUN
ajam-221	45	13	derived	derive	VERB
ajam-221	45	14	from	from	ADP
ajam-221	45	15	the	the	DET
ajam-221	45	16	consumption	consumption	NOUN
ajam-221	45	17	of	of	ADP
ajam-221	45	18	a	a	DET
ajam-221	45	19	good	good	NOUN
ajam-221	45	20	is	be	AUX
ajam-221	45	21	specified	specify	VERB
ajam-221	45	22	as	as	ADP
ajam-221	45	23	a	a	DET
ajam-221	45	24	function	function	NOUN
ajam-221	45	25	of	of	ADP
ajam-221	45	26	the	the	DET
ajam-221	45	27	intrinsic	intrinsic	ADJ
ajam-221	45	28	attributes	attribute	NOUN
ajam-221	45	29	supplied	supply	VERB
ajam-221	45	30	by	by	ADP
ajam-221	45	31	the	the	DET
ajam-221	45	32	good	good	NOUN
ajam-221	45	33	rather	rather	ADV
ajam-221	45	34	than	than	ADP
ajam-221	45	35	the	the	DET
ajam-221	45	36	good	good	ADJ
ajam-221	45	37	itself	itself	PRON
ajam-221	45	38	.	.	PUNCT
ajam-221	46	1	the	the	DET
ajam-221	46	2	specification	specification	NOUN
ajam-221	46	3	of	of	ADP
ajam-221	46	4	intrinsic	intrinsic	ADJ
ajam-221	46	5	properties	property	NOUN
ajam-221	46	6	of	of	ADP
ajam-221	46	7	a	a	DET
ajam-221	46	8	variety	variety	NOUN
ajam-221	46	9	as	as	ADP
ajam-221	46	10	arguments	argument	NOUN
ajam-221	46	11	of	of	ADP
ajam-221	46	12	a	a	DET
ajam-221	46	13	utility	utility	NOUN
ajam-221	46	14	function	function	NOUN
ajam-221	46	15	and	and	CCONJ
ajam-221	46	16	application	application	NOUN
ajam-221	46	17	of	of	ADP
ajam-221	46	18	an	an	DET
ajam-221	46	19	agricultural	agricultural	ADJ
ajam-221	46	20	household	household	NOUN
ajam-221	46	21	model	model	NOUN
ajam-221	46	22	allows	allow	VERB
ajam-221	46	23	for	for	SCONJ
ajam-221	46	24	the	the	DET
ajam-221	46	25	inclusion	inclusion	NOUN
ajam-221	46	26	of	of	ADP
ajam-221	46	27	variety	variety	NOUN
ajam-221	46	28	consumption	consumption	NOUN
ajam-221	46	29	attributes	attribute	VERB
ajam-221	46	30	in	in	ADP
ajam-221	46	31	the	the	DET
ajam-221	46	32	econometric	econometric	ADJ
ajam-221	46	33	estimation	estimation	NOUN
ajam-221	46	34	of	of	ADP
ajam-221	46	35	the	the	DET
ajam-221	46	36	variety	variety	NOUN
ajam-221	46	37	demand	demand	NOUN
ajam-221	46	38	.	.	PUNCT
ajam-221	47	1	following	follow	VERB
ajam-221	47	2	the	the	DET
ajam-221	47	3	two	two	NUM
ajam-221	47	4	theories	theory	NOUN
ajam-221	47	5	,	,	PUNCT
ajam-221	47	6	the	the	DET
ajam-221	47	7	agricultural	agricultural	ADJ
ajam-221	47	8	household	household	NOUN
ajam-221	47	9	is	be	AUX
ajam-221	47	10	assumed	assume	VERB
ajam-221	47	11	to	to	PART
ajam-221	47	12	maximize	maximize	VERB
ajam-221	47	13	utility	utility	NOUN
ajam-221	47	14	derived	derive	VERB
ajam-221	47	15	from	from	ADP
ajam-221	47	16	the	the	DET
ajam-221	47	17	intrinsic	intrinsic	ADJ
ajam-221	47	18	consumption	consumption	NOUN
ajam-221	47	19	attributes	attribute	NOUN
ajam-221	47	20	of	of	ADP
ajam-221	47	21	common	common	ADJ
ajam-221	47	22	bean	bean	NOUN
ajam-221	47	23	embodied	embody	VERB
ajam-221	47	24	in	in	ADP
ajam-221	47	25	vector	vector	NOUN
ajam-221	47	26	(	(	PUNCT
ajam-221	47	27	ϕ	ϕ	PROPN
ajam-221	47	28	c	c	PROPN
ajam-221	47	29	)	)	PUNCT
ajam-221	47	30	,	,	PUNCT
ajam-221	47	31	the	the	DET
ajam-221	47	32	purchased	purchase	VERB
ajam-221	47	33	good	good	NOUN
ajam-221	47	34	(	(	PUNCT
ajam-221	47	35	g	g	NOUN
ajam-221	47	36	)	)	PUNCT
ajam-221	47	37	1	1	NUM
ajam-221	47	38	the	the	DET
ajam-221	47	39	goal	goal	NOUN
ajam-221	47	40	of	of	ADP
ajam-221	47	41	the	the	DET
ajam-221	47	42	project	project	NOUN
ajam-221	47	43	is	be	AUX
ajam-221	47	44	to	to	PART
ajam-221	47	45	enhance	enhance	VERB
ajam-221	47	46	the	the	DET
ajam-221	47	47	productivity	productivity	NOUN
ajam-221	47	48	of	of	ADP
ajam-221	47	49	legumes	legume	NOUN
ajam-221	47	50	(	(	PUNCT
ajam-221	47	51	i.e	i.e	DET
ajam-221	47	52	common	common	ADJ
ajam-221	47	53	bean	bean	NOUN
ajam-221	47	54	,	,	PUNCT
ajam-221	47	55	pigeon	pigeon	NOUN
ajam-221	47	56	pea	pea	NOUN
ajam-221	47	57	,	,	PUNCT
ajam-221	47	58	chick	chick	NOUN
ajam-221	47	59	pea	pea	NOUN
ajam-221	47	60	,	,	PUNCT
ajam-221	47	61	ground	ground	NOUN
ajam-221	47	62	nuts	nut	NOUN
ajam-221	47	63	,	,	PUNCT
ajam-221	47	64	cow	cow	NOUN
ajam-221	47	65	pea	pea	NOUN
ajam-221	47	66	,	,	PUNCT
ajam-221	47	67	and	and	CCONJ
ajam-221	47	68	soya	soya	NOUN
ajam-221	47	69	bean	bean	NOUN
ajam-221	47	70	)	)	PUNCT
ajam-221	47	71	for	for	ADP
ajam-221	47	72	improved	improved	ADJ
ajam-221	47	73	livelihoods	livelihood	NOUN
ajam-221	47	74	of	of	ADP
ajam-221	47	75	the	the	DET
ajam-221	47	76	poor	poor	ADJ
ajam-221	47	77	households	household	NOUN
ajam-221	47	78	in	in	ADP
ajam-221	47	79	drought	drought	NOUN
ajam-221	47	80	prone	prone	ADJ
ajam-221	47	81	area	area	NOUN
ajam-221	47	82	.	.	PUNCT
ajam-221	48	1	it	it	PRON
ajam-221	48	2	is	be	AUX
ajam-221	48	3	implemented	implement	VERB
ajam-221	48	4	jointly	jointly	ADV
ajam-221	48	5	by	by	ADP
ajam-221	48	6	international	international	ADJ
ajam-221	48	7	centre	centre	NOUN
ajam-221	48	8	for	for	ADP
ajam-221	48	9	tropical	tropical	ADJ
ajam-221	48	10	agriculture	agriculture	NOUN
ajam-221	48	11	(	(	PUNCT
ajam-221	48	12	ciat	ciat	PROPN
ajam-221	48	13	)	)	PUNCT
ajam-221	48	14	,	,	PUNCT
ajam-221	48	15	international	international	PROPN
ajam-221	48	16	crops	crops	PROPN
ajam-221	48	17	research	research	PROPN
ajam-221	48	18	institute	institute	PROPN
ajam-221	48	19	for	for	ADP
ajam-221	48	20	the	the	DET
ajam-221	48	21	semi	semi	ADJ
ajam-221	48	22	-	-	ADJ
ajam-221	48	23	arid	arid	ADJ
ajam-221	48	24	tropics	tropic	NOUN
ajam-221	48	25	(	(	PUNCT
ajam-221	48	26	icrisat	icrisat	NOUN
ajam-221	48	27	)	)	PUNCT
ajam-221	48	28	and	and	CCONJ
ajam-221	48	29	international	international	ADJ
ajam-221	48	30	research	research	NOUN
ajam-221	48	31	and	and	CCONJ
ajam-221	48	32	international	international	PROPN
ajam-221	48	33	institute	institute	PROPN
ajam-221	48	34	of	of	ADP
ajam-221	48	35	tropical	tropical	ADJ
ajam-221	48	36	agriculture	agriculture	NOUN
ajam-221	48	37	(	(	PUNCT
ajam-221	48	38	iita	iita	PROPN
ajam-221	48	39	)	)	PUNCT
ajam-221	48	40	and	and	CCONJ
ajam-221	48	41	in	in	ADP
ajam-221	48	42	collaboration	collaboration	NOUN
ajam-221	48	43	with	with	ADP
ajam-221	48	44	nars	nar	NOUN
ajam-221	48	45	in	in	ADP
ajam-221	48	46	participating	participate	VERB
ajam-221	48	47	countries	country	NOUN
ajam-221	48	48	of	of	ADP
ajam-221	48	49	east	east	PROPN
ajam-221	48	50	and	and	CCONJ
ajam-221	48	51	southern	southern	PROPN
ajam-221	48	52	africa	africa	PROPN
ajam-221	48	53	and	and	CCONJ
ajam-221	48	54	asia	asia	PROPN
ajam-221	48	55	with	with	ADP
ajam-221	48	56	funding	funding	NOUN
ajam-221	48	57	from	from	ADP
ajam-221	48	58	the	the	DET
ajam-221	48	59	bill	bill	NOUN
ajam-221	48	60	and	and	CCONJ
ajam-221	48	61	melinda	melinda	PROPN
ajam-221	48	62	gates	gates	PROPN
ajam-221	48	63	foundation	foundation	PROPN
ajam-221	48	64	.	.	PUNCT
ajam-221	49	1	and	and	CCONJ
ajam-221	49	2	home	home	NOUN
ajam-221	49	3	time	time	NOUN
ajam-221	49	4	(	(	PUNCT
ajam-221	49	5	h	h	NOUN
ajam-221	49	6	)	)	PUNCT
ajam-221	49	7	.	.	PUNCT
ajam-221	50	1	the	the	DET
ajam-221	50	2	household	household	NOUN
ajam-221	50	3	chooses	choose	VERB
ajam-221	50	4	the	the	DET
ajam-221	50	5	amount	amount	NOUN
ajam-221	50	6	of	of	ADP
ajam-221	50	7	common	common	ADJ
ajam-221	50	8	bean	bean	NOUN
ajam-221	50	9	to	to	PART
ajam-221	50	10	consume	consume	VERB
ajam-221	50	11	from	from	ADP
ajam-221	50	12	different	different	ADJ
ajam-221	50	13	varieties	variety	NOUN
ajam-221	50	14	it	it	PRON
ajam-221	50	15	produces	produce	VERB
ajam-221	50	16	(	(	PUNCT
ajam-221	50	17	v	v	NOUN
ajam-221	50	18	)	)	PUNCT
ajam-221	50	19	,	,	PUNCT
ajam-221	50	20	the	the	DET
ajam-221	50	21	purchased	purchase	VERB
ajam-221	50	22	good	good	ADJ
ajam-221	50	23	and	and	CCONJ
ajam-221	50	24	home	home	NOUN
ajam-221	50	25	time	time	NOUN
ajam-221	50	26	subject	subject	ADJ
ajam-221	50	27	to	to	ADP
ajam-221	50	28	income	income	NOUN
ajam-221	50	29	(	(	PUNCT
ajam-221	50	30	w	w	NOUN
ajam-221	50	31	)	)	PUNCT
ajam-221	50	32	,	,	PUNCT
ajam-221	50	33	production	production	NOUN
ajam-221	50	34	technology	technology	NOUN
ajam-221	50	35	(	(	PUNCT
ajam-221	50	36	q	q	NOUN
ajam-221	50	37	)	)	PUNCT
ajam-221	50	38	,	,	PUNCT
ajam-221	50	39	and	and	CCONJ
ajam-221	50	40	time	time	NOUN
ajam-221	50	41	endowment	endowment	NOUN
ajam-221	50	42	(	(	PUNCT
ajam-221	50	43	t	t	PROPN
ajam-221	50	44	)	)	PUNCT
ajam-221	50	45	.	.	PUNCT
ajam-221	51	1	utility	utility	NOUN
ajam-221	51	2	is	be	AUX
ajam-221	51	3	maximized	maximize	VERB
ajam-221	51	4	given	give	VERB
ajam-221	51	5	the	the	DET
ajam-221	51	6	household	household	NOUN
ajam-221	51	7	preferences	preference	NOUN
ajam-221	51	8	,	,	PUNCT
ajam-221	51	9	which	which	PRON
ajam-221	51	10	,	,	PUNCT
ajam-221	51	11	in	in	ADP
ajam-221	51	12	turn	turn	NOUN
ajam-221	51	13	,	,	PUNCT
ajam-221	51	14	depend	depend	VERB
ajam-221	51	15	on	on	ADP
ajam-221	51	16	the	the	DET
ajam-221	51	17	socioeconomic	socioeconomic	ADJ
ajam-221	51	18	characteristics	characteristic	NOUN
ajam-221	51	19	of	of	ADP
ajam-221	51	20	the	the	DET
ajam-221	51	21	household	household	NOUN
ajam-221	51	22	(	(	PUNCT
ajam-221	51	23	φ	φ	X
ajam-221	51	24	hh	hh	PROPN
ajam-221	51	25	)	)	PUNCT
ajam-221	51	26	and	and	CCONJ
ajam-221	51	27	market	market	NOUN
ajam-221	51	28	conditions	condition	NOUN
ajam-221	51	29	(	(	PUNCT
ajam-221	51	30	φ	φ	PROPN
ajam-221	51	31	m	m	PROPN
ajam-221	51	32	)	)	PUNCT
ajam-221	51	33	.	.	PUNCT
ajam-221	52	1	the	the	DET
ajam-221	52	2	theoretical	theoretical	ADJ
ajam-221	52	3	model	model	NOUN
ajam-221	52	4	can	can	AUX
ajam-221	52	5	be	be	AUX
ajam-221	52	6	expressed	express	VERB
ajam-221	52	7	as	as	ADP
ajam-221	52	8	:	:	PUNCT
ajam-221	52	9	maxu	maxu	NOUN
ajam-221	52	10	(	(	PUNCT
ajam-221	52	11	x(ϕ	x(ϕ	PROPN
ajam-221	52	12	c	c	PROPN
ajam-221	52	13	)	)	PUNCT
ajam-221	52	14	,	,	PUNCT
ajam-221	52	15	g	g	PROPN
ajam-221	52	16	,	,	PUNCT
ajam-221	52	17	h	h	NOUN
ajam-221	53	1	|	|	ADV
ajam-221	53	2	φ	φ	PROPN
ajam-221	53	3	hh	hh	PROPN
ajam-221	53	4	,	,	PUNCT
ajam-221	53	5	φ	φ	PROPN
ajam-221	53	6	m	m	PROPN
ajam-221	53	7	)	)	PUNCT
ajam-221	53	8	q	q	PROPN
ajam-221	54	1			NUM
ajam-221	54	2	f	f	X
ajam-221	54	3	(	(	PUNCT
ajam-221	54	4	v(ϕ	v(ϕ	PROPN
ajam-221	54	5	p	p	NOUN
ajam-221	54	6	)	)	PUNCT
ajam-221	54	7	,	,	PUNCT
ajam-221	54	8	l	l	PROPN
ajam-221	55	1	|	|	ADV
ajam-221	55	2	φ	φ	PROPN
ajam-221	55	3	f	f	PROPN
ajam-221	55	4	,	,	PUNCT
ajam-221	55	5	φ	φ	PROPN
ajam-221	55	6	m	m	PROPN
ajam-221	55	7	,	,	PUNCT
ajam-221	55	8	a	a	X
ajam-221	55	9	)	)	PUNCT
ajam-221	55	10	t	t	NOUN
ajam-221	55	11	−	−	PROPN
ajam-221	55	12	l	l	NOUN
ajam-221	55	13	−	−	PROPN
ajam-221	56	1	h	h	NOUN
ajam-221	57	1			NOUN
ajam-221	57	2	0	0	PUNCT
ajam-221	58	1	k	k	NOUN
ajam-221	58	2	∑vi	∑vi	PUNCT
ajam-221	59	1			NUM
ajam-221	59	2	1	1	NUM
ajam-221	60	1	i	i	PRON
ajam-221	60	2	1	1	ADV
ajam-221	60	3	xi	xi	ADP
ajam-221	60	4	≥	≥	PROPN
ajam-221	60	5	0	0	NUM
ajam-221	60	6	,	,	PUNCT
ajam-221	60	7	qi	qi	PROPN
ajam-221	60	8	,	,	PUNCT
ajam-221	60	9	vi	vi	PROPN
ajam-221	60	10	≥	≥	NOUN
ajam-221	60	11	0	0	NUM
ajam-221	61	1	the	the	DET
ajam-221	61	2	total	total	ADJ
ajam-221	61	3	amount	amount	NOUN
ajam-221	61	4	of	of	ADP
ajam-221	61	5	common	common	ADJ
ajam-221	61	6	bean	bean	NOUN
ajam-221	61	7	consumed	consume	VERB
ajam-221	61	8	(	(	PUNCT
ajam-221	61	9	x	x	X
ajam-221	61	10	)	)	PUNCT
ajam-221	61	11	can	can	AUX
ajam-221	61	12	be	be	AUX
ajam-221	61	13	distinguished	distinguish	VERB
ajam-221	61	14	according	accord	VERB
ajam-221	61	15	to	to	ADP
ajam-221	61	16	the	the	DET
ajam-221	61	17	intrinsic	intrinsic	ADJ
ajam-221	61	18	and	and	CCONJ
ajam-221	61	19	extrinsic	extrinsic	ADJ
ajam-221	61	20	attributes	attribute	NOUN
ajam-221	61	21	of	of	ADP
ajam-221	61	22	common	common	ADJ
ajam-221	61	23	bean	bean	NOUN
ajam-221	61	24	varieties	variety	NOUN
ajam-221	61	25	such	such	ADJ
ajam-221	61	26	as	as	ADP
ajam-221	61	27	taste	taste	NOUN
ajam-221	61	28	,	,	PUNCT
ajam-221	61	29	cooking	cooking	NOUN
ajam-221	61	30	time	time	NOUN
ajam-221	61	31	,	,	PUNCT
ajam-221	61	32	grain	grain	NOUN
ajam-221	61	33	size	size	NOUN
ajam-221	61	34	and	and	CCONJ
ajam-221	61	35	colour	colour	NOUN
ajam-221	61	36	(	(	PUNCT
ajam-221	61	37	ϕ	ϕ	NOUN
ajam-221	61	38	c	c	NOUN
ajam-221	61	39	)	)	PUNCT
ajam-221	61	40	they	they	PRON
ajam-221	61	41	possess	possess	VERB
ajam-221	61	42	.	.	PUNCT
ajam-221	62	1	the	the	DET
ajam-221	62	2	amount	amount	NOUN
ajam-221	62	3	consumed	consume	VERB
ajam-221	62	4	of	of	ADP
ajam-221	62	5	each	each	DET
ajam-221	62	6	variety	variety	NOUN
ajam-221	62	7	can	can	AUX
ajam-221	62	8	vary	vary	VERB
ajam-221	62	9	across	across	ADP
ajam-221	62	10	households	household	NOUN
ajam-221	62	11	but	but	CCONJ
ajam-221	62	12	the	the	DET
ajam-221	62	13	levels	level	NOUN
ajam-221	62	14	of	of	ADP
ajam-221	62	15	intrinsic	intrinsic	ADJ
ajam-221	62	16	properties	property	NOUN
ajam-221	62	17	each	each	DET
ajam-221	62	18	possesses	possesse	NOUN
ajam-221	62	19	are	be	AUX
ajam-221	62	20	fixed	fix	VERB
ajam-221	62	21	from	from	ADP
ajam-221	62	22	the	the	DET
ajam-221	62	23	perspective	perspective	NOUN
ajam-221	62	24	of	of	ADP
ajam-221	62	25	the	the	DET
ajam-221	62	26	household	household	NOUN
ajam-221	62	27	.	.	PUNCT
ajam-221	63	1	full	full	ADJ
ajam-221	63	2	income	income	NOUN
ajam-221	63	3	in	in	ADP
ajam-221	63	4	a	a	DET
ajam-221	63	5	single	single	ADJ
ajam-221	63	6	decision	decision	NOUN
ajam-221	63	7	making	making	NOUN
ajam-221	63	8	period	period	NOUN
ajam-221	63	9	is	be	AUX
ajam-221	63	10	composed	compose	VERB
ajam-221	63	11	of	of	ADP
ajam-221	63	12	the	the	DET
ajam-221	63	13	net	net	ADJ
ajam-221	63	14	farm	farm	NOUN
ajam-221	63	15	earnings	earning	NOUN
ajam-221	63	16	(	(	PUNCT
ajam-221	63	17	profits	profit	NOUN
ajam-221	63	18	)	)	PUNCT
ajam-221	63	19	from	from	ADP
ajam-221	63	20	crop	crop	NOUN
ajam-221	63	21	production	production	NOUN
ajam-221	63	22	and	and	CCONJ
ajam-221	63	23	income	income	NOUN
ajam-221	63	24	that	that	PRON
ajam-221	63	25	is	be	AUX
ajam-221	63	26	exogenous	exogenous	ADJ
ajam-221	63	27	to	to	ADP
ajam-221	63	28	the	the	DET
ajam-221	63	29	season‟s	season‟s	ADJ
ajam-221	63	30	crop	crop	NOUN
ajam-221	63	31	such	such	ADJ
ajam-221	63	32	as	as	ADP
ajam-221	63	33	stocks	stock	NOUN
ajam-221	63	34	carried	carry	VERB
ajam-221	63	35	over	over	ADP
ajam-221	63	36	,	,	PUNCT
ajam-221	63	37	remittances	remittance	NOUN
ajam-221	63	38	,	,	PUNCT
ajam-221	63	39	pension	pension	NOUN
ajam-221	63	40	and	and	CCONJ
ajam-221	63	41	other	other	ADJ
ajam-221	63	42	transfers	transfer	NOUN
ajam-221	63	43	from	from	ADP
ajam-221	63	44	the	the	DET
ajam-221	63	45	previous	previous	ADJ
ajam-221	63	46	season	season	NOUN
ajam-221	63	47	.	.	PUNCT
ajam-221	64	1	for	for	ADP
ajam-221	64	2	goods	good	NOUN
ajam-221	64	3	that	that	PRON
ajam-221	64	4	are	be	AUX
ajam-221	64	5	not	not	PART
ajam-221	64	6	traded	trade	VERB
ajam-221	64	7	,	,	PUNCT
ajam-221	64	8	the	the	DET
ajam-221	64	9	prices	price	NOUN
ajam-221	64	10	that	that	PRON
ajam-221	64	11	govern	govern	VERB
ajam-221	64	12	the	the	DET
ajam-221	64	13	choices	choice	NOUN
ajam-221	64	14	of	of	ADP
ajam-221	64	15	the	the	DET
ajam-221	64	16	household	household	NOUN
ajam-221	64	17	are	be	AUX
ajam-221	64	18	endogenous	endogenous	ADJ
ajam-221	64	19	to	to	ADP
ajam-221	64	20	the	the	DET
ajam-221	64	21	household	household	NOUN
ajam-221	64	22	,	,	PUNCT
ajam-221	64	23	determined	determine	VERB
ajam-221	64	24	by	by	ADP
ajam-221	64	25	internal	internal	ADJ
ajam-221	64	26	supply	supply	NOUN
ajam-221	64	27	and	and	CCONJ
ajam-221	64	28	demand	demand	NOUN
ajam-221	64	29	for	for	ADP
ajam-221	64	30	the	the	DET
ajam-221	64	31	good	good	NOUN
ajam-221	64	32	,	,	PUNCT
ajam-221	64	33	expressing	express	VERB
ajam-221	64	34	the	the	DET
ajam-221	64	35	household‟s	household‟s	NOUN
ajam-221	64	36	valuation	valuation	NOUN
ajam-221	64	37	of	of	ADP
ajam-221	64	38	the	the	DET
ajam-221	64	39	good	good	NOUN
ajam-221	64	40	.	.	PUNCT
ajam-221	65	1	shadow	shadow	NOUN
ajam-221	65	2	prices	price	NOUN
ajam-221	65	3	are	be	AUX
ajam-221	65	4	affected	affect	VERB
ajam-221	65	5	by	by	ADP
ajam-221	65	6	the	the	DET
ajam-221	65	7	costs	cost	NOUN
ajam-221	65	8	of	of	ADP
ajam-221	65	9	transacting	transact	VERB
ajam-221	65	10	in	in	ADP
ajam-221	65	11	the	the	DET
ajam-221	65	12	markets	market	NOUN
ajam-221	65	13	influenced	influence	VERB
ajam-221	65	14	by	by	ADP
ajam-221	65	15	market	market	NOUN
ajam-221	65	16	and	and	CCONJ
ajam-221	65	17	household	household	NOUN
ajam-221	65	18	characteristics	characteristic	NOUN
ajam-221	65	19	(	(	PUNCT
ajam-221	65	20	de	de	X
ajam-221	65	21	janvry	janvry	X
ajam-221	65	22	et	et	PROPN
ajam-221	65	23	al	al	PROPN
ajam-221	65	24	.	.	PROPN
ajam-221	65	25	,	,	PUNCT
ajam-221	65	26	1991	1991	NUM
ajam-221	65	27	)	)	PUNCT
ajam-221	65	28	.	.	PUNCT
ajam-221	66	1	the	the	DET
ajam-221	66	2	production	production	NOUN
ajam-221	66	3	technology	technology	NOUN
ajam-221	66	4	constraint	constraint	NOUN
ajam-221	66	5	establishes	establish	VERB
ajam-221	66	6	the	the	DET
ajam-221	66	7	output	output	NOUN
ajam-221	66	8	-	-	PUNCT
ajam-221	66	9	input	input	NOUN
ajam-221	66	10	technical	technical	ADJ
ajam-221	66	11	relationships	relationship	NOUN
ajam-221	66	12	and	and	CCONJ
ajam-221	66	13	the	the	DET
ajam-221	66	14	production	production	NOUN
ajam-221	66	15	margins	margin	NOUN
ajam-221	66	16	.	.	PUNCT
ajam-221	67	1	common	common	ADJ
ajam-221	67	2	bean	bean	NOUN
ajam-221	67	3	in	in	ADP
ajam-221	67	4	the	the	DET
ajam-221	67	5	study	study	NOUN
ajam-221	67	6	area	area	NOUN
ajam-221	67	7	is	be	AUX
ajam-221	67	8	produced	produce	VERB
ajam-221	67	9	by	by	ADP
ajam-221	67	10	combining	combine	VERB
ajam-221	67	11	labour	labour	NOUN
ajam-221	67	12	and	and	CCONJ
ajam-221	67	13	seed	seed	NOUN
ajam-221	67	14	of	of	ADP
ajam-221	67	15	specific	specific	ADJ
ajam-221	67	16	varieties	variety	NOUN
ajam-221	67	17	on	on	ADP
ajam-221	67	18	land	land	NOUN
ajam-221	67	19	that	that	PRON
ajam-221	67	20	is	be	AUX
ajam-221	67	21	fixed	fix	VERB
ajam-221	67	22	in	in	ADP
ajam-221	67	23	a	a	DET
ajam-221	67	24	single	single	ADJ
ajam-221	67	25	cropping	cropping	NOUN
ajam-221	67	26	season	season	NOUN
ajam-221	67	27	.	.	PUNCT
ajam-221	68	1	the	the	DET
ajam-221	68	2	choice	choice	NOUN
ajam-221	68	3	and	and	CCONJ
ajam-221	68	4	allocation	allocation	NOUN
ajam-221	68	5	of	of	ADP
ajam-221	68	6	the	the	DET
ajam-221	68	7	common	common	ADJ
ajam-221	68	8	bean	bean	NOUN
ajam-221	68	9	area	area	NOUN
ajam-221	68	10	to	to	ADP
ajam-221	68	11	a	a	DET
ajam-221	68	12	specific	specific	ADJ
ajam-221	68	13	variety	variety	NOUN
ajam-221	68	14	is	be	AUX
ajam-221	68	15	influenced	influence	VERB
ajam-221	68	16	by	by	ADP
ajam-221	68	17	the	the	DET
ajam-221	68	18	decision	decision	NOUN
ajam-221	68	19	maker‟s	maker‟s	NOUN
ajam-221	68	20	perception	perception	NOUN
ajam-221	68	21	of	of	ADP
ajam-221	68	22	the	the	DET
ajam-221	68	23	variety	variety	NOUN
ajam-221	68	24	agronomic	agronomic	NOUN
ajam-221	68	25	attributes	attribute	NOUN
ajam-221	68	26	such	such	ADJ
ajam-221	68	27	as	as	ADP
ajam-221	68	28	maturity	maturity	NOUN
ajam-221	68	29	period	period	NOUN
ajam-221	68	30	,	,	PUNCT
ajam-221	68	31	drought	drought	NOUN
ajam-221	68	32	resistance	resistance	NOUN
ajam-221	68	33	,	,	PUNCT
ajam-221	68	34	yield	yield	NOUN
ajam-221	68	35	,	,	PUNCT
ajam-221	68	36	tolerance	tolerance	NOUN
ajam-221	68	37	on	on	ADP
ajam-221	68	38	poor	poor	ADJ
ajam-221	68	39	soils	soil	NOUN
ajam-221	68	40	or	or	CCONJ
ajam-221	68	41	growth	growth	NOUN
ajam-221	68	42	habits	habit	NOUN
ajam-221	68	43	,	,	PUNCT
ajam-221	68	44	expressed	express	VERB
ajam-221	68	45	in	in	ADP
ajam-221	68	46	vector	vector	NOUN
ajam-221	68	47	,	,	PUNCT
ajam-221	68	48	v(ϕ	v(ϕ	NOUN
ajam-221	68	49	p	p	NOUN
ajam-221	68	50	)	)	PUNCT
ajam-221	68	51	.	.	PUNCT
ajam-221	69	1	the	the	DET
ajam-221	69	2	demand	demand	NOUN
ajam-221	69	3	for	for	ADP
ajam-221	69	4	variety	variety	NOUN
ajam-221	69	5	specific	specific	ADJ
ajam-221	69	6	agronomic	agronomic	ADJ
ajam-221	69	7	attributes	attribute	NOUN
ajam-221	69	8	emanates	emanate	VERB
ajam-221	69	9	from	from	ADP
ajam-221	69	10	the	the	DET
ajam-221	69	11	need	need	NOUN
ajam-221	69	12	for	for	SCONJ
ajam-221	69	13	farmers	farmer	NOUN
ajam-221	69	14	to	to	PART
ajam-221	69	15	maximize	maximize	VERB
ajam-221	69	16	returns	return	NOUN
ajam-221	69	17	from	from	ADP
ajam-221	69	18	production	production	NOUN
ajam-221	69	19	as	as	ADV
ajam-221	69	20	well	well	ADV
ajam-221	69	21	as	as	ADP
ajam-221	69	22	stabilize	stabilize	VERB
ajam-221	69	23	income	income	NOUN
ajam-221	69	24	from	from	ADP
ajam-221	69	25	common	common	ADJ
ajam-221	69	26	bean	bean	NOUN
ajam-221	69	27	.	.	PUNCT
ajam-221	70	1	the	the	DET
ajam-221	70	2	land	land	NOUN
ajam-221	70	3	constraint	constraint	NOUN
ajam-221	70	4	circumscribes	circumscribe	VERB
ajam-221	70	5	the	the	DET
ajam-221	70	6	land	land	NOUN
ajam-221	70	7	area	area	NOUN
ajam-221	70	8	allocated	allocate	VERB
ajam-221	70	9	to	to	ADP
ajam-221	70	10	common	common	ADJ
ajam-221	70	11	bean	bean	NOUN
ajam-221	70	12	,	,	PUNCT
ajam-221	70	13	which	which	PRON
ajam-221	70	14	is	be	AUX
ajam-221	70	15	fixed	fix	VERB
ajam-221	70	16	to	to	ADP
ajam-221	70	17	one	one	NUM
ajam-221	70	18	for	for	ADP
ajam-221	70	19	every	every	DET
ajam-221	70	20	household	household	NOUN
ajam-221	70	21	.	.	PUNCT
ajam-221	71	1	the	the	DET
ajam-221	71	2	household	household	NOUN
ajam-221	71	3	can	can	AUX
ajam-221	71	4	choose	choose	VERB
ajam-221	71	5	to	to	PART
ajam-221	71	6	allocate	allocate	VERB
ajam-221	71	7	all	all	DET
ajam-221	71	8	common	common	ADJ
ajam-221	71	9	bean	bean	NOUN
ajam-221	71	10	area	area	NOUN
ajam-221	71	11	to	to	ADP
ajam-221	71	12	one	one	NUM
ajam-221	71	13	variety	variety	NOUN
ajam-221	71	14	or	or	CCONJ
ajam-221	71	15	simultaneously	simultaneously	ADV
ajam-221	71	16	plant	plant	VERB
ajam-221	71	17	multiple	multiple	ADJ
ajam-221	71	18	varieties	variety	NOUN
ajam-221	71	19	if	if	SCONJ
ajam-221	71	20	certain	certain	ADJ
ajam-221	71	21	attributes	attribute	NOUN
ajam-221	71	22	are	be	AUX
ajam-221	71	23	unique	unique	ADJ
ajam-221	71	24	to	to	ADP
ajam-221	71	25	a	a	DET
ajam-221	71	26	particular	particular	ADJ
ajam-221	71	27	variety	variety	NOUN
ajam-221	71	28	.	.	PUNCT
ajam-221	72	1	varieties	variety	NOUN
ajam-221	72	2	planted	plant	VERB
ajam-221	72	3	can	can	AUX
ajam-221	72	4	vary	vary	VERB
ajam-221	72	5	across	across	ADP
ajam-221	72	6	households	household	NOUN
ajam-221	72	7	and	and	CCONJ
ajam-221	72	8	a	a	DET
ajam-221	72	9	variety	variety	NOUN
ajam-221	72	10	specific	specific	ADJ
ajam-221	72	11	corner	corner	NOUN
ajam-221	72	12	solution	solution	NOUN
ajam-221	72	13	is	be	AUX
ajam-221	72	14	possible	possible	ADJ
ajam-221	72	15	.	.	PUNCT
ajam-221	73	1	the	the	DET
ajam-221	73	2	vector	vector	PROPN
ajam-221	73	3	φ	φ	PROPN
ajam-221	73	4	f	f	PROPN
ajam-221	73	5	denotes	denotes	PROPN
ajam-221	73	6	farm	farm	NOUN
ajam-221	73	7	characteristics	characteristic	NOUN
ajam-221	73	8	.	.	PUNCT
ajam-221	74	1	the	the	DET
ajam-221	74	2	time	time	NOUN
ajam-221	74	3	constraint	constraint	PROPN
ajam-221	74	4	captures	capture	VERB
ajam-221	74	5	the	the	DET
ajam-221	74	6	total	total	ADJ
ajam-221	74	7	time	time	NOUN
ajam-221	74	8	available	available	ADJ
ajam-221	74	9	to	to	ADP
ajam-221	74	10	production	production	NOUN
ajam-221	74	11	and	and	CCONJ
ajam-221	74	12	home	home	NOUN
ajam-221	74	13	activities	activity	NOUN
ajam-221	74	14	.	.	PUNCT
ajam-221	75	1	the	the	DET
ajam-221	75	2	vector	vector	NOUN
ajam-221	75	3	of	of	ADP
ajam-221	75	4	market	market	NOUN
ajam-221	75	5	conditions	condition	NOUN
ajam-221	75	6	(	(	PUNCT
ajam-221	75	7	φ	φ	PROPN
ajam-221	75	8	m	m	NOUN
ajam-221	75	9	)	)	PUNCT
ajam-221	75	10	captures	capture	VERB
ajam-221	75	11	the	the	DET
ajam-221	75	12	role	role	NOUN
ajam-221	75	13	of	of	ADP
ajam-221	75	14	market	market	NOUN
ajam-221	75	15	imperfections	imperfection	NOUN
ajam-221	75	16	in	in	ADP
ajam-221	75	17	variety	variety	NOUN
ajam-221	75	18	demand	demand	NOUN
ajam-221	75	19	.	.	PUNCT
ajam-221	76	1	particular	particular	ADJ
ajam-221	76	2	households	household	NOUN
ajam-221	76	3	can	can	AUX
ajam-221	76	4	choose	choose	VERB
ajam-221	76	5	to	to	PART
ajam-221	76	6	be	be	AUX
ajam-221	76	7	self	self	NOUN
ajam-221	76	8	sufficient	sufficient	ADJ
ajam-221	76	9	in	in	ADP
ajam-221	76	10	common	common	ADJ
ajam-221	76	11	bean	bean	NOUN
ajam-221	76	12	variety	variety	NOUN
ajam-221	76	13	and/or	and/or	CCONJ
ajam-221	76	14	its	its	PRON
ajam-221	76	15	seed	seed	NOUN
ajam-221	76	16	if	if	SCONJ
ajam-221	76	17	faced	face	VERB
ajam-221	76	18	with	with	ADP
ajam-221	76	19	wide	wide	ADJ
ajam-221	76	20	price	price	NOUN
ajam-221	76	21	bands	band	NOUN
ajam-221	76	22	(	(	PUNCT
ajam-221	76	23	sadoulet	sadoulet	NOUN
ajam-221	76	24	and	and	CCONJ
ajam-221	76	25	dejanvy	dejanvy	ADJ
ajam-221	76	26	,	,	PUNCT
ajam-221	76	27	1995	1995	NUM
ajam-221	76	28	)	)	PUNCT
ajam-221	76	29	.	.	PUNCT
ajam-221	77	1	common	common	ADJ
ajam-221	77	2	bean	bean	NOUN
ajam-221	77	3	markets	market	NOUN
ajam-221	77	4	in	in	ADP
ajam-221	77	5	kenya	kenya	PROPN
ajam-221	77	6	are	be	AUX
ajam-221	77	7	characterized	characterize	VERB
ajam-221	77	8	by	by	ADP
ajam-221	77	9	high	high	ADJ
ajam-221	77	10	price	price	NOUN
ajam-221	77	11	fluctuations	fluctuation	NOUN
ajam-221	77	12	with	with	ADP
ajam-221	77	13	the	the	DET
ajam-221	77	14	price	price	NOUN
ajam-221	77	15	of	of	ADP
ajam-221	77	16	varieties	variety	NOUN
ajam-221	77	17	those	those	PRON
ajam-221	77	18	are	be	AUX
ajam-221	77	19	well	well	ADV
ajam-221	77	20	adapted	adapt	VERB
ajam-221	77	21	to	to	ADP
ajam-221	77	22	the	the	DET
ajam-221	77	23	fluctuations	fluctuation	NOUN
ajam-221	77	24	with	with	ADP
ajam-221	77	25	the	the	DET
ajam-221	77	26	price	price	NOUN
ajam-221	77	27	of	of	ADP
ajam-221	77	28	varieties	variety	NOUN
ajam-221	77	29	those	those	PRON
ajam-221	77	30	are	be	AUX
ajam-221	77	31	well	well	ADV
ajam-221	77	32	adapted	adapt	VERB
ajam-221	77	33	to	to	ADP
ajam-221	77	34	the	the	DET
ajam-221	77	35	communities	community	NOUN
ajam-221	77	36	more	more	ADV
ajam-221	77	37	likely	likely	ADJ
ajam-221	77	38	to	to	PART
ajam-221	77	39	increase	increase	VERB
ajam-221	77	40	by	by	ADP
ajam-221	77	41	two	two	NUM
ajam-221	77	42	fold	fold	NOUN
ajam-221	77	43	at	at	ADP
ajam-221	77	44	planting	planting	NOUN
ajam-221	77	45	time	time	NOUN
ajam-221	77	46	.	.	PUNCT
ajam-221	78	1	common	common	ADJ
ajam-221	78	2	bean	bean	NOUN
ajam-221	78	3	is	be	AUX
ajam-221	78	4	bulky	bulky	ADJ
ajam-221	78	5	and	and	CCONJ
ajam-221	78	6	markets	market	NOUN
ajam-221	78	7	for	for	ADP
ajam-221	78	8	grain	grain	NOUN
ajam-221	78	9	and	and	CCONJ
ajam-221	78	10	seed	seed	NOUN
ajam-221	78	11	are	be	AUX
ajam-221	78	12	located	locate	VERB
ajam-221	78	13	far	far	ADV
ajam-221	78	14	away	away	ADV
ajam-221	78	15	from	from	ADP
ajam-221	78	16	the	the	DET
ajam-221	78	17	farming	farming	NOUN
ajam-221	78	18	communities	community	NOUN
ajam-221	78	19	,	,	PUNCT
ajam-221	78	20	with	with	ADP
ajam-221	78	21	implications	implication	NOUN
ajam-221	78	22	of	of	ADP
ajam-221	78	23	high	high	ADJ
ajam-221	78	24	transport	transport	NOUN
ajam-221	78	25	costs	cost	NOUN
ajam-221	78	26	.	.	PUNCT
ajam-221	79	1	households	household	NOUN
ajam-221	79	2	differ	differ	VERB
ajam-221	79	3	in	in	ADP
ajam-221	79	4	their	their	PRON
ajam-221	79	5	abilities	ability	NOUN
ajam-221	79	6	to	to	PART
ajam-221	79	7	overcome	overcome	VERB
ajam-221	79	8	transport	transport	NOUN
ajam-221	79	9	costs	cost	NOUN
ajam-221	79	10	even	even	ADV
ajam-221	79	11	when	when	SCONJ
ajam-221	79	12	located	locate	VERB
ajam-221	79	13	in	in	ADP
ajam-221	79	14	the	the	DET
ajam-221	79	15	same	same	ADJ
ajam-221	79	16	geographical	geographical	ADJ
ajam-221	79	17	area	area	NOUN
ajam-221	79	18	.	.	PUNCT
ajam-221	80	1	majority	majority	NOUN
ajam-221	80	2	of	of	ADP
ajam-221	80	3	the	the	DET
ajam-221	80	4	households	household	NOUN
ajam-221	80	5	produce	produce	VERB
ajam-221	80	6	seed	seed	NOUN
ajam-221	80	7	on	on	ADP
ajam-221	80	8	-	-	PUNCT
ajam-221	80	9	farm	farm	NOUN
ajam-221	80	10	and	and	CCONJ
ajam-221	80	11	separate	separate	VERB
ajam-221	80	12	it	it	PRON
ajam-221	80	13	from	from	ADP
ajam-221	80	14	grain	grain	NOUN
ajam-221	80	15	harvest	harvest	NOUN
ajam-221	80	16	.	.	PUNCT
ajam-221	81	1	the	the	DET
ajam-221	81	2	family	family	NOUN
ajam-221	81	3	is	be	AUX
ajam-221	81	4	the	the	DET
ajam-221	81	5	main	main	ADJ
ajam-221	81	6	source	source	NOUN
ajam-221	81	7	of	of	ADP
ajam-221	81	8	labour	labour	NOUN
ajam-221	81	9	used	use	VERB
ajam-221	81	10	in	in	ADP
ajam-221	81	11	common	common	ADJ
ajam-221	81	12	bean	bean	NOUN
ajam-221	81	13	production	production	NOUN
ajam-221	81	14	.	.	PUNCT
ajam-221	82	1	thus	thus	ADV
ajam-221	82	2	,	,	PUNCT
ajam-221	82	3	for	for	ADP
ajam-221	82	4	many	many	ADJ
ajam-221	82	5	households	household	NOUN
ajam-221	82	6	,	,	PUNCT
ajam-221	82	7	production	production	NOUN
ajam-221	82	8	decisions	decision	NOUN
ajam-221	82	9	are	be	AUX
ajam-221	82	10	likely	likely	ADJ
ajam-221	82	11	to	to	PART
ajam-221	82	12	be	be	AUX
ajam-221	82	13	influenced	influence	VERB
ajam-221	82	14	by	by	ADP
ajam-221	82	15	the	the	DET
ajam-221	82	16	endogenous	endogenous	ADJ
ajam-221	82	17	shadow	shadow	NOUN
ajam-221	82	18	prices	price	NOUN
ajam-221	82	19	rather	rather	ADV
ajam-221	82	20	than	than	ADP
ajam-221	82	21	the	the	DET
ajam-221	82	22	exogenous	exogenous	ADJ
ajam-221	82	23	market	market	NOUN
ajam-221	82	24	prices	price	NOUN
ajam-221	82	25	.	.	PUNCT
ajam-221	83	1	kuhn	kuhn	PROPN
ajam-221	83	2	-	-	PUNCT
ajam-221	83	3	tucker	tucker	PROPN
ajam-221	83	4	conditions	condition	NOUN
ajam-221	83	5	are	be	AUX
ajam-221	83	6	used	use	VERB
ajam-221	83	7	to	to	PART
ajam-221	83	8	derive	derive	VERB
ajam-221	83	9	optimal	optimal	ADJ
ajam-221	83	10	demand	demand	NOUN
ajam-221	83	11	of	of	ADP
ajam-221	83	12	varieties	variety	NOUN
ajam-221	83	13	.	.	PUNCT
ajam-221	84	1	given	give	VERB
ajam-221	84	2	that	that	SCONJ
ajam-221	84	3	the	the	DET
ajam-221	84	4	conditions	condition	NOUN
ajam-221	84	5	are	be	AUX
ajam-221	84	6	met	meet	VERB
ajam-221	84	7	,	,	PUNCT
ajam-221	84	8	the	the	DET
ajam-221	84	9	following	follow	VERB
ajam-221	84	10	reduced	reduce	VERB
ajam-221	84	11	form	form	NOUN
ajam-221	84	12	equation	equation	NOUN
ajam-221	84	13	defines	define	VERB
ajam-221	84	14	the	the	DET
ajam-221	84	15	optimal	optimal	ADJ
ajam-221	84	16	share	share	NOUN
ajam-221	84	17	of	of	ADP
ajam-221	84	18	common	common	ADJ
ajam-221	84	19	bean	bean	NOUN
ajam-221	84	20	area	area	NOUN
ajam-221	84	21	allocated	allocate	VERB
ajam-221	84	22	to	to	ADP
ajam-221	84	23	variety	variety	NOUN
ajam-221	84	24	i	i	X
ajam-221	84	25	.	.	PUNCT
ajam-221	85	1	v	v	X
ajam-221	85	2	*	*	PUNCT
ajam-221	86	1	i	i	PRON
ajam-221	86	2			ADV
ajam-221	87	1	v(ϕ	v(ϕ	PROPN
ajam-221	87	2	c	c	PROPN
ajam-221	87	3	,	,	PUNCT
ajam-221	87	4	ϕ	ϕ	PROPN
ajam-221	87	5	p	p	X
ajam-221	87	6	,	,	PUNCT
ajam-221	87	7	p	p	X
ajam-221	87	8	a	a	X
ajam-221	87	9	,	,	PUNCT
ajam-221	87	10	p	p	NOUN
ajam-221	87	11	g	g	PROPN
ajam-221	87	12	,	,	PUNCT
ajam-221	87	13	i	i	PRON
ajam-221	87	14	,	,	PUNCT
ajam-221	87	15	φ	φ	PROPN
ajam-221	87	16	hh	hh	PROPN
ajam-221	87	17	,	,	PUNCT
ajam-221	87	18	φ	φ	PROPN
ajam-221	87	19	f	f	PROPN
ajam-221	87	20	,	,	PUNCT
ajam-221	87	21	φ	φ	PROPN
ajam-221	87	22	m	m	PROPN
ajam-221	87	23	)	)	PUNCT
ajam-221	87	24	(	(	PUNCT
ajam-221	87	25	2	2	X
ajam-221	87	26	)	)	PUNCT
ajam-221	87	27	equation	equation	NOUN
ajam-221	87	28	2	2	NUM
ajam-221	87	29	is	be	AUX
ajam-221	87	30	the	the	DET
ajam-221	87	31	basis	basis	NOUN
ajam-221	87	32	of	of	ADP
ajam-221	87	33	the	the	DET
ajam-221	87	34	econometric	econometric	ADJ
ajam-221	87	35	estimation	estimation	NOUN
ajam-221	87	36	.	.	PUNCT
ajam-221	88	1	the	the	DET
ajam-221	88	2	share	share	NOUN
ajam-221	88	3	of	of	ADP
ajam-221	88	4	common	common	ADJ
ajam-221	88	5	bean	bean	NOUN
ajam-221	88	6	area	area	NOUN
ajam-221	88	7	allocated	allocate	VERB
ajam-221	88	8	to	to	ADP
ajam-221	88	9	variety	variety	NOUN
ajam-221	88	10	i	i	PRON
ajam-221	88	11	is	be	AUX
ajam-221	88	12	derived	derive	VERB
ajam-221	88	13	as	as	ADP
ajam-221	88	14	a	a	DET
ajam-221	88	15	function	function	NOUN
ajam-221	88	16	of	of	ADP
ajam-221	88	17	variety	variety	NOUN
ajam-221	88	18	consumption	consumption	NOUN
ajam-221	88	19	and	and	CCONJ
ajam-221	88	20	production	production	NOUN
ajam-221	88	21	attributes	attribute	NOUN
ajam-221	88	22	(	(	PUNCT
ajam-221	88	23	ϕ	ϕ	NOUN
ajam-221	88	24	c	c	PROPN
ajam-221	88	25	,	,	PUNCT
ajam-221	88	26	ϕ	ϕ	PROPN
ajam-221	88	27	p	p	NOUN
ajam-221	88	28	)	)	PUNCT
ajam-221	88	29	,	,	PUNCT
ajam-221	88	30	the	the	DET
ajam-221	88	31	socio	socio	NOUN
ajam-221	88	32	-	-	PUNCT
ajam-221	88	33	demographic	demographic	ADJ
ajam-221	88	34	characteristics	characteristic	NOUN
ajam-221	88	35	of	of	ADP
ajam-221	88	36	the	the	DET
ajam-221	88	37	household	household	NOUN
ajam-221	88	38	(	(	PUNCT
ajam-221	88	39	φ	φ	X
ajam-221	88	40	hh	hh	PROPN
ajam-221	88	41	)	)	PUNCT
ajam-221	88	42	and	and	CCONJ
ajam-221	88	43	characteristics	characteristic	NOUN
ajam-221	88	44	of	of	ADP
ajam-221	88	45	the	the	DET
ajam-221	88	46	farm	farm	NOUN
ajam-221	88	47	(	(	PUNCT
ajam-221	88	48	φ	φ	PROPN
ajam-221	88	49	f	f	PROPN
ajam-221	88	50	)	)	PUNCT
ajam-221	88	51	and	and	CCONJ
ajam-221	88	52	market	market	NOUN
ajam-221	88	53	characteristics	characteristic	NOUN
ajam-221	88	54	(	(	PUNCT
ajam-221	88	55	pa	pa	PROPN
ajam-221	88	56	,	,	PUNCT
ajam-221	88	57	p	p	PROPN
ajam-221	88	58	g	g	PROPN
ajam-221	88	59	,	,	PUNCT
ajam-221	88	60	φ	φ	PROPN
ajam-221	88	61	m	m	PROPN
ajam-221	88	62	)	)	PUNCT
ajam-221	88	63	.	.	PUNCT
ajam-221	89	1	the	the	DET
ajam-221	89	2	impact	impact	NOUN
ajam-221	89	3	of	of	ADP
ajam-221	89	4	consumption	consumption	NOUN
ajam-221	89	5	and	and	CCONJ
ajam-221	89	6	production	production	NOUN
ajam-221	89	7	attributes	attribute	NOUN
ajam-221	89	8	will	will	AUX
ajam-221	89	9	depend	depend	VERB
ajam-221	89	10	on	on	ADP
ajam-221	89	11	distribution	distribution	NOUN
ajam-221	89	12	of	of	ADP
ajam-221	89	13	these	these	DET
ajam-221	89	14	attributes	attribute	NOUN
ajam-221	89	15	in	in	ADP
ajam-221	89	16	the	the	DET
ajam-221	89	17	varieties	variety	NOUN
ajam-221	89	18	selected	select	VERB
ajam-221	89	19	for	for	ADP
ajam-221	89	20	analysis	analysis	NOUN
ajam-221	89	21	.	.	PUNCT
ajam-221	90	1	a	a	DET
ajam-221	90	2	positive	positive	ADJ
ajam-221	90	3	relationship	relationship	NOUN
ajam-221	90	4	is	be	AUX
ajam-221	90	5	hypothesized	hypothesize	VERB
ajam-221	90	6	for	for	ADP
ajam-221	90	7	varieties	variety	NOUN
ajam-221	90	8	with	with	ADP
ajam-221	90	9	respective	respective	ADJ
ajam-221	90	10	high	high	ADJ
ajam-221	90	11	supply	supply	NOUN
ajam-221	90	12	of	of	ADP
ajam-221	90	13	the	the	DET
ajam-221	90	14	attribute	attribute	NOUN
ajam-221	90	15	.	.	PUNCT
ajam-221	91	1	for	for	ADP
ajam-221	91	2	example	example	NOUN
ajam-221	91	3	,	,	PUNCT
ajam-221	91	4	varieties	variety	NOUN
ajam-221	91	5	with	with	ADP
ajam-221	91	6	high	high	ADJ
ajam-221	91	7	supply	supply	NOUN
ajam-221	91	8	of	of	ADP
ajam-221	91	9	consumption	consumption	NOUN
ajam-221	91	10	attributes	attribute	NOUN
ajam-221	91	11	will	will	AUX
ajam-221	91	12	be	be	AUX
ajam-221	91	13	highly	highly	ADV
ajam-221	91	14	demanded	demand	VERB
ajam-221	91	15	by	by	ADP
ajam-221	91	16	those	those	DET
ajam-221	91	17	households	household	NOUN
ajam-221	91	18	who	who	PRON
ajam-221	91	19	demonstrate	demonstrate	VERB
ajam-221	91	20	high	high	ADJ
ajam-221	91	21	preferences	preference	NOUN
ajam-221	91	22	for	for	ADP
ajam-221	91	23	consumption	consumption	NOUN
ajam-221	91	24	attribute	attribute	NOUN
ajam-221	91	25	while	while	SCONJ
ajam-221	91	26	low	low	ADJ
ajam-221	91	27	supply	supply	NOUN
ajam-221	91	28	of	of	ADP
ajam-221	91	29	such	such	ADJ
ajam-221	91	30	attributes	attribute	NOUN
ajam-221	91	31	will	will	AUX
ajam-221	91	32	result	result	VERB
ajam-221	91	33	in	in	ADP
ajam-221	91	34	low	low	ADJ
ajam-221	91	35	demand	demand	NOUN
ajam-221	91	36	for	for	ADP
ajam-221	91	37	the	the	DET
ajam-221	91	38	variety	variety	NOUN
ajam-221	91	39	.	.	PUNCT
ajam-221	92	1	the	the	DET
ajam-221	92	2	same	same	ADJ
ajam-221	92	3	relationship	relationship	NOUN
ajam-221	92	4	is	be	AUX
ajam-221	92	5	expected	expect	VERB
ajam-221	92	6	for	for	SCONJ
ajam-221	92	7	the	the	DET
ajam-221	92	8	production	production	NOUN
ajam-221	92	9	attributes	attribute	VERB
ajam-221	92	10	.	.	PUNCT
ajam-221	93	1	household	household	NOUN
ajam-221	93	2	characteristics	characteristic	NOUN
ajam-221	93	3	such	such	ADJ
ajam-221	93	4	as	as	ADP
ajam-221	93	5	household	household	NOUN
ajam-221	93	6	composition	composition	NOUN
ajam-221	93	7	and	and	CCONJ
ajam-221	93	8	assets	asset	NOUN
ajam-221	93	9	are	be	AUX
ajam-221	93	10	expected	expect	VERB
ajam-221	93	11	to	to	PART
ajam-221	93	12	influence	influence	VERB
ajam-221	93	13	crop	crop	NOUN
ajam-221	93	14	variety	variety	NOUN
ajam-221	93	15	production	production	NOUN
ajam-221	93	16	decisions	decision	NOUN
ajam-221	93	17	through	through	ADP
ajam-221	93	18	their	their	PRON
ajam-221	93	19	effect	effect	NOUN
ajam-221	93	20	on	on	ADP
ajam-221	93	21	consumption	consumption	NOUN
ajam-221	93	22	demand	demand	NOUN
ajam-221	93	23	and	and	CCONJ
ajam-221	93	24	risk	risk	NOUN
ajam-221	93	25	preferences	preference	NOUN
ajam-221	93	26	.	.	PUNCT
ajam-221	94	1	high	high	ADJ
ajam-221	94	2	dependency	dependency	NOUN
ajam-221	94	3	ratio	ratio	NOUN
ajam-221	94	4	is	be	AUX
ajam-221	94	5	associated	associate	VERB
ajam-221	94	6	with	with	ADP
ajam-221	94	7	the	the	DET
ajam-221	94	8	vulnerability	vulnerability	NOUN
ajam-221	94	9	of	of	ADP
ajam-221	94	10	the	the	DET
ajam-221	94	11	household	household	NOUN
ajam-221	94	12	and	and	CCONJ
ajam-221	94	13	this	this	PRON
ajam-221	94	14	may	may	AUX
ajam-221	94	15	increase	increase	VERB
ajam-221	94	16	the	the	DET
ajam-221	94	17	risk	risk	NOUN
ajam-221	94	18	of	of	ADP
ajam-221	94	19	starvation	starvation	NOUN
ajam-221	94	20	and	and	CCONJ
ajam-221	94	21	hence	hence	ADV
ajam-221	94	22	favour	favour	VERB
ajam-221	94	23	demand	demand	NOUN
ajam-221	94	24	for	for	ADP
ajam-221	94	25	crop	crop	NOUN
ajam-221	94	26	varieties	variety	NOUN
ajam-221	94	27	that	that	PRON
ajam-221	94	28	are	be	AUX
ajam-221	94	29	risk	risk	NOUN
ajam-221	94	30	reducing	reduce	VERB
ajam-221	94	31	.	.	PUNCT
ajam-221	95	1	dependants	dependant	NOUN
ajam-221	95	2	in	in	ADP
ajam-221	95	3	form	form	NOUN
ajam-221	95	4	of	of	ADP
ajam-221	95	5	children	child	NOUN
ajam-221	95	6	may	may	AUX
ajam-221	95	7	also	also	ADV
ajam-221	95	8	have	have	VERB
ajam-221	95	9	special	special	ADJ
ajam-221	95	10	consumption	consumption	NOUN
ajam-221	95	11	requirements	requirement	NOUN
ajam-221	95	12	,	,	PUNCT
ajam-221	95	13	which	which	PRON
ajam-221	95	14	could	could	AUX
ajam-221	95	15	stimulate	stimulate	VERB
ajam-221	95	16	demand	demand	NOUN
ajam-221	95	17	for	for	ADP
ajam-221	95	18	varieties	variety	NOUN
ajam-221	95	19	that	that	PRON
ajam-221	95	20	meet	meet	VERB
ajam-221	95	21	special	special	ADJ
ajam-221	95	22	consumption	consumption	NOUN
ajam-221	95	23	needs	need	NOUN
ajam-221	95	24	.	.	PUNCT
ajam-221	96	1	household	household	NOUN
ajam-221	96	2	wealth	wealth	NOUN
ajam-221	96	3	enhances	enhance	VERB
ajam-221	96	4	the	the	DET
ajam-221	96	5	household‟s	household‟s	NOUN
ajam-221	96	6	ability	ability	NOUN
ajam-221	96	7	and	and	CCONJ
ajam-221	96	8	willingness	willingness	NOUN
ajam-221	96	9	to	to	PART
ajam-221	96	10	take	take	VERB
ajam-221	96	11	risks	risk	NOUN
ajam-221	96	12	that	that	PRON
ajam-221	96	13	could	could	AUX
ajam-221	96	14	favour	favour	VERB
ajam-221	96	15	the	the	DET
ajam-221	96	16	demand	demand	NOUN
ajam-221	96	17	of	of	ADP
ajam-221	96	18	the	the	DET
ajam-221	96	19	risk	risk	NOUN
ajam-221	96	20	increasing	increase	VERB
ajam-221	96	21	varieties	variety	NOUN
ajam-221	96	22	.	.	PUNCT
ajam-221	97	1	farm	farm	NOUN
ajam-221	97	2	characteristics	characteristic	NOUN
ajam-221	97	3	include	include	VERB
ajam-221	97	4	the	the	DET
ajam-221	97	5	scale	scale	NOUN
ajam-221	97	6	of	of	ADP
ajam-221	97	7	operation	operation	NOUN
ajam-221	97	8	and	and	CCONJ
ajam-221	97	9	diversity	diversity	NOUN
ajam-221	97	10	of	of	ADP
ajam-221	97	11	soil	soil	NOUN
ajam-221	97	12	types	type	NOUN
ajam-221	97	13	on	on	ADP
ajam-221	97	14	the	the	DET
ajam-221	97	15	farm	farm	NOUN
ajam-221	97	16	.	.	PUNCT
ajam-221	98	1	the	the	DET
ajam-221	98	2	effect	effect	NOUN
ajam-221	98	3	of	of	ADP
ajam-221	98	4	scale	scale	NOUN
ajam-221	98	5	on	on	ADP
ajam-221	98	6	variety	variety	NOUN
ajam-221	98	7	demand	demand	NOUN
ajam-221	98	8	can	can	AUX
ajam-221	98	9	not	not	PART
ajam-221	98	10	be	be	AUX
ajam-221	98	11	determined	determine	VERB
ajam-221	98	12	a	a	DET
ajam-221	98	13	priori	priori	X
ajam-221	98	14	.	.	PUNCT
ajam-221	99	1	larger	large	ADJ
ajam-221	99	2	scale	scale	NOUN
ajam-221	99	3	of	of	ADP
ajam-221	99	4	operation	operation	NOUN
ajam-221	99	5	,	,	PUNCT
ajam-221	99	6	defined	define	VERB
ajam-221	99	7	as	as	ADP
ajam-221	99	8	the	the	DET
ajam-221	99	9	total	total	ADJ
ajam-221	99	10	area	area	NOUN
ajam-221	99	11	under	under	ADP
ajam-221	99	12	common	common	ADJ
ajam-221	99	13	bean	bean	NOUN
ajam-221	99	14	in	in	ADP
ajam-221	99	15	a	a	DET
ajam-221	99	16	given	give	VERB
ajam-221	99	17	season	season	NOUN
ajam-221	99	18	,	,	PUNCT
ajam-221	99	19	enhances	enhance	VERB
ajam-221	99	20	the	the	DET
ajam-221	99	21	household‟	household‟	NOUN
ajam-221	99	22	ability	ability	NOUN
ajam-221	99	23	to	to	PART
ajam-221	99	24	bear	bear	VERB
ajam-221	99	25	the	the	DET
ajam-221	99	26	risk	risk	NOUN
ajam-221	99	27	of	of	ADP
ajam-221	99	28	failure	failure	NOUN
ajam-221	99	29	.	.	PUNCT
ajam-221	100	1	scale	scale	NOUN
ajam-221	100	2	of	of	ADP
ajam-221	100	3	operation	operation	NOUN
ajam-221	100	4	also	also	ADV
ajam-221	100	5	reflects	reflect	VERB
ajam-221	100	6	the	the	DET
ajam-221	100	7	importance	importance	NOUN
ajam-221	100	8	of	of	ADP
ajam-221	100	9	the	the	DET
ajam-221	100	10	crop	crop	NOUN
ajam-221	100	11	in	in	ADP
ajam-221	100	12	meeting	meet	VERB
ajam-221	100	13	the	the	DET
ajam-221	100	14	household‟	household‟	PROPN
ajam-221	100	15	livelihood	livelihood	PROPN
ajam-221	100	16	requirements	requirement	NOUN
ajam-221	100	17	.	.	PUNCT
ajam-221	101	1	research	research	NOUN
ajam-221	101	2	elsewhere	elsewhere	ADV
ajam-221	101	3	suggests	suggest	VERB
ajam-221	101	4	that	that	SCONJ
ajam-221	101	5	farmers	farmer	NOUN
ajam-221	101	6	with	with	ADP
ajam-221	101	7	a	a	DET
ajam-221	101	8	high	high	ADJ
ajam-221	101	9	degree	degree	NOUN
ajam-221	101	10	of	of	ADP
ajam-221	101	11	soil	soil	NOUN
ajam-221	101	12	heterogeneity	heterogeneity	NOUN
ajam-221	101	13	tend	tend	VERB
ajam-221	101	14	to	to	PART
ajam-221	101	15	match	match	VERB
ajam-221	101	16	the	the	DET
ajam-221	101	17	crop	crop	NOUN
ajam-221	101	18	varieties	variety	NOUN
ajam-221	101	19	with	with	ADP
ajam-221	101	20	soil	soil	NOUN
ajam-221	101	21	types	type	NOUN
ajam-221	101	22	(	(	PUNCT
ajam-221	101	23	bellon	bellon	NOUN
ajam-221	101	24	and	and	CCONJ
ajam-221	101	25	taylor	taylor	PROPN
ajam-221	101	26	,	,	PUNCT
ajam-221	101	27	1993	1993	NUM
ajam-221	101	28	)	)	PUNCT
ajam-221	101	29	.	.	PUNCT
ajam-221	102	1	by	by	ADP
ajam-221	102	2	so	so	ADV
ajam-221	102	3	doing	do	VERB
ajam-221	102	4	,	,	PUNCT
ajam-221	102	5	the	the	DET
ajam-221	102	6	area	area	NOUN
ajam-221	102	7	share	share	NOUN
ajam-221	102	8	allocated	allocate	VERB
ajam-221	102	9	to	to	ADP
ajam-221	102	10	each	each	DET
ajam-221	102	11	variety	variety	NOUN
ajam-221	102	12	might	might	AUX
ajam-221	102	13	be	be	AUX
ajam-221	102	14	reduced	reduce	VERB
ajam-221	102	15	.	.	PUNCT
ajam-221	103	1	market	market	NOUN
ajam-221	103	2	failures	failure	NOUN
ajam-221	103	3	are	be	AUX
ajam-221	103	4	household	household	NOUN
ajam-221	103	5	specific	specific	ADJ
ajam-221	103	6	depending	depend	VERB
ajam-221	103	7	on	on	ADP
ajam-221	103	8	shadow	shadow	NOUN
ajam-221	103	9	prices	price	NOUN
ajam-221	103	10	(	(	PUNCT
ajam-221	103	11	de	de	X
ajam-221	103	12	janvry	janvry	X
ajam-221	103	13	et	et	PROPN
ajam-221	103	14	al	al	PROPN
ajam-221	103	15	.	.	PROPN
ajam-221	103	16	,	,	PUNCT
ajam-221	103	17	1991	1991	NUM
ajam-221	103	18	)	)	PUNCT
ajam-221	103	19	.	.	PUNCT
ajam-221	104	1	in	in	ADP
ajam-221	104	2	the	the	DET
ajam-221	104	3	study	study	NOUN
ajam-221	104	4	area	area	NOUN
ajam-221	104	5	,	,	PUNCT
ajam-221	104	6	markets	market	NOUN
ajam-221	104	7	may	may	AUX
ajam-221	104	8	fail	fail	VERB
ajam-221	104	9	due	due	ADP
ajam-221	104	10	to	to	ADP
ajam-221	104	11	high	high	ADJ
ajam-221	104	12	transport	transport	NOUN
ajam-221	104	13	costs	cost	NOUN
ajam-221	104	14	or	or	CCONJ
ajam-221	104	15	risk	risk	NOUN
ajam-221	104	16	aversion	aversion	NOUN
ajam-221	104	17	.	.	PUNCT
ajam-221	105	1	in	in	ADP
ajam-221	105	2	an	an	DET
ajam-221	105	3	environment	environment	NOUN
ajam-221	105	4	where	where	SCONJ
ajam-221	105	5	price	price	NOUN
ajam-221	105	6	risks	risk	NOUN
ajam-221	105	7	are	be	AUX
ajam-221	105	8	high	high	ADJ
ajam-221	105	9	,	,	PUNCT
ajam-221	105	10	households	household	NOUN
ajam-221	105	11	who	who	PRON
ajam-221	105	12	commercialize	commercialize	VERB
ajam-221	105	13	are	be	AUX
ajam-221	105	14	risk	risk	NOUN
ajam-221	105	15	neutral	neutral	ADJ
ajam-221	105	16	and	and	CCONJ
ajam-221	105	17	are	be	AUX
ajam-221	105	18	expected	expect	VERB
ajam-221	105	19	to	to	PART
ajam-221	105	20	demand	demand	VERB
ajam-221	105	21	market	market	NOUN
ajam-221	105	22	varieties	variety	NOUN
ajam-221	105	23	.	.	PUNCT
ajam-221	106	1	in	in	ADP
ajam-221	106	2	eastern	eastern	PROPN
ajam-221	106	3	kenya	kenya	PROPN
ajam-221	106	4	,	,	PUNCT
ajam-221	106	5	donkeys	donkey	NOUN
ajam-221	106	6	are	be	AUX
ajam-221	106	7	highly	highly	ADV
ajam-221	106	8	used	use	VERB
ajam-221	106	9	in	in	ADP
ajam-221	106	10	transportation	transportation	NOUN
ajam-221	106	11	of	of	ADP
ajam-221	106	12	agricultural	agricultural	ADJ
ajam-221	106	13	goods	good	NOUN
ajam-221	106	14	to	to	PART
ajam-221	106	15	and/or	and/or	CCONJ
ajam-221	106	16	from	from	ADP
ajam-221	106	17	the	the	DET
ajam-221	106	18	market	market	NOUN
ajam-221	106	19	and	and	CCONJ
ajam-221	106	20	households	household	NOUN
ajam-221	106	21	in	in	ADP
ajam-221	106	22	possession	possession	NOUN
ajam-221	106	23	of	of	ADP
ajam-221	106	24	this	this	DET
ajam-221	106	25	asset	asset	NOUN
ajam-221	106	26	are	be	AUX
ajam-221	106	27	expected	expect	VERB
ajam-221	106	28	to	to	PART
ajam-221	106	29	take	take	VERB
ajam-221	106	30	less	less	ADJ
ajam-221	106	31	time	time	NOUN
ajam-221	106	32	to	to	ADP
ajam-221	106	33	the	the	DET
ajam-221	106	34	market	market	NOUN
ajam-221	106	35	and	and	CCONJ
ajam-221	106	36	can	can	AUX
ajam-221	106	37	travel	travel	VERB
ajam-221	106	38	there	there	ADV
ajam-221	106	39	more	more	ADV
ajam-221	106	40	frequently	frequently	ADV
ajam-221	106	41	.	.	PUNCT
ajam-221	107	1	this	this	PRON
ajam-221	107	2	can	can	AUX
ajam-221	107	3	easily	easily	ADV
ajam-221	107	4	influence	influence	VERB
ajam-221	107	5	the	the	DET
ajam-221	107	6	household‟	household‟	NOUN
ajam-221	107	7	ability	ability	NOUN
ajam-221	107	8	to	to	PART
ajam-221	107	9	depend	depend	VERB
ajam-221	107	10	on	on	ADP
ajam-221	107	11	the	the	DET
ajam-221	107	12	market	market	NOUN
ajam-221	107	13	and	and	CCONJ
ajam-221	107	14	hence	hence	ADV
ajam-221	107	15	choice	choice	NOUN
ajam-221	107	16	and	and	CCONJ
ajam-221	107	17	demand	demand	NOUN
ajam-221	107	18	of	of	ADP
ajam-221	107	19	specific	specific	ADJ
ajam-221	107	20	varieties	variety	NOUN
ajam-221	107	21	.	.	PUNCT
ajam-221	108	1	data	datum	NOUN
ajam-221	108	2	collection	collection	NOUN
ajam-221	108	3	and	and	CCONJ
ajam-221	108	4	measurement	measurement	NOUN
ajam-221	108	5	of	of	ADP
ajam-221	108	6	empirical	empirical	ADJ
ajam-221	108	7	variables	variable	NOUN
ajam-221	108	8	data	datum	NOUN
ajam-221	108	9	on	on	ADP
ajam-221	108	10	socioeconomic	socioeconomic	ADJ
ajam-221	108	11	household	household	NOUN
ajam-221	108	12	characteristics	characteristic	NOUN
ajam-221	108	13	(	(	PUNCT
ajam-221	108	14	education	education	NOUN
ajam-221	108	15	dependency	dependency	NOUN
ajam-221	108	16	ratio	ratio	NOUN
ajam-221	108	17	,	,	PUNCT
ajam-221	108	18	exogenous	exogenous	ADJ
ajam-221	108	19	income	income	NOUN
ajam-221	108	20	and	and	CCONJ
ajam-221	108	21	household	household	NOUN
ajam-221	108	22	wealth	wealth	NOUN
ajam-221	108	23	assets	asset	NOUN
ajam-221	108	24	)	)	PUNCT
ajam-221	108	25	,	,	PUNCT
ajam-221	108	26	farm	farm	NOUN
ajam-221	108	27	characteristics	characteristic	NOUN
ajam-221	108	28	(	(	PUNCT
ajam-221	108	29	scale	scale	NOUN
ajam-221	108	30	of	of	ADP
ajam-221	108	31	operation	operation	NOUN
ajam-221	108	32	,	,	PUNCT
ajam-221	108	33	soil	soil	NOUN
ajam-221	108	34	types	type	NOUN
ajam-221	108	35	)	)	PUNCT
ajam-221	108	36	market	market	NOUN
ajam-221	108	37	conditions	condition	NOUN
ajam-221	108	38	(	(	PUNCT
ajam-221	108	39	production	production	NOUN
ajam-221	108	40	orientation	orientation	NOUN
ajam-221	108	41	,	,	PUNCT
ajam-221	108	42	market	market	NOUN
ajam-221	108	43	value	value	NOUN
ajam-221	108	44	of	of	ADP
ajam-221	108	45	donkeys	donkey	NOUN
ajam-221	108	46	)	)	PUNCT
ajam-221	108	47	and	and	CCONJ
ajam-221	108	48	land	land	NOUN
ajam-221	108	49	allocation	allocation	NOUN
ajam-221	108	50	of	of	ADP
ajam-221	108	51	varieties	variety	NOUN
ajam-221	108	52	was	be	AUX
ajam-221	108	53	collected	collect	VERB
ajam-221	108	54	from	from	ADP
ajam-221	108	55	randomly	randomly	ADV
ajam-221	108	56	selected	select	VERB
ajam-221	108	57	households	household	NOUN
ajam-221	108	58	between	between	ADP
ajam-221	108	59	june	june	PROPN
ajam-221	108	60	and	and	CCONJ
ajam-221	108	61	august	august	PROPN
ajam-221	108	62	,	,	PUNCT
ajam-221	108	63	2008	2008	NUM
ajam-221	108	64	.	.	PUNCT
ajam-221	109	1	a	a	DET
ajam-221	109	2	total	total	NOUN
ajam-221	109	3	of	of	ADP
ajam-221	109	4	120	120	NUM
ajam-221	109	5	households	household	NOUN
ajam-221	109	6	randomly	randomly	ADV
ajam-221	109	7	selected	select	VERB
ajam-221	109	8	from	from	ADP
ajam-221	109	9	three	three	NUM
ajam-221	109	10	villages	village	NOUN
ajam-221	109	11	with	with	ADP
ajam-221	109	12	a	a	DET
ajam-221	109	13	moderate	moderate	ADJ
ajam-221	109	14	to	to	PART
ajam-221	109	15	high	high	ADJ
ajam-221	109	16	potential	potential	NOUN
ajam-221	109	17	for	for	ADP
ajam-221	109	18	common	common	ADJ
ajam-221	109	19	bean	bean	NOUN
ajam-221	109	20	production	production	NOUN
ajam-221	109	21	in	in	ADP
ajam-221	109	22	each	each	DET
ajam-221	109	23	district	district	NOUN
ajam-221	109	24	were	be	AUX
ajam-221	109	25	interviewed	interview	VERB
ajam-221	109	26	as	as	ADP
ajam-221	109	27	part	part	NOUN
ajam-221	109	28	of	of	ADP
ajam-221	109	29	the	the	DET
ajam-221	109	30	baseline	baseline	NOUN
ajam-221	109	31	survey	survey	NOUN
ajam-221	109	32	.	.	PUNCT
ajam-221	110	1	morphological	morphological	ADJ
ajam-221	110	2	characteristics	characteristic	NOUN
ajam-221	110	3	such	such	ADJ
ajam-221	110	4	as	as	ADP
ajam-221	110	5	seed	seed	NOUN
ajam-221	110	6	colour	colour	NOUN
ajam-221	110	7	and	and	CCONJ
ajam-221	110	8	size	size	NOUN
ajam-221	110	9	were	be	AUX
ajam-221	110	10	used	use	VERB
ajam-221	110	11	to	to	PART
ajam-221	110	12	distinguish	distinguish	VERB
ajam-221	110	13	varieties	variety	NOUN
ajam-221	110	14	grown	grow	VERB
ajam-221	110	15	by	by	ADP
ajam-221	110	16	farmers	farmer	NOUN
ajam-221	110	17	with	with	ADP
ajam-221	110	18	the	the	DET
ajam-221	110	19	help	help	NOUN
ajam-221	110	20	of	of	ADP
ajam-221	110	21	seed	seed	NOUN
ajam-221	110	22	samples	sample	NOUN
ajam-221	110	23	.	.	PUNCT
ajam-221	111	1	data	datum	NOUN
ajam-221	111	2	on	on	ADP
ajam-221	111	3	consumption	consumption	NOUN
ajam-221	111	4	and	and	CCONJ
ajam-221	111	5	production	production	NOUN
ajam-221	111	6	attributes	attribute	VERB
ajam-221	111	7	important	important	ADJ
ajam-221	111	8	to	to	ADP
ajam-221	111	9	the	the	DET
ajam-221	111	10	household	household	NOUN
ajam-221	111	11	were	be	AUX
ajam-221	111	12	collected	collect	VERB
ajam-221	111	13	in	in	ADP
ajam-221	111	14	april	april	PROPN
ajam-221	111	15	2010	2010	NUM
ajam-221	111	16	as	as	ADP
ajam-221	111	17	part	part	NOUN
ajam-221	111	18	of	of	ADP
ajam-221	111	19	project	project	NOUN
ajam-221	111	20	monitoring	monitoring	NOUN
ajam-221	111	21	.	.	PUNCT
ajam-221	112	1	due	due	ADP
ajam-221	112	2	to	to	ADP
ajam-221	112	3	limited	limited	ADJ
ajam-221	112	4	budget	budget	NOUN
ajam-221	112	5	,	,	PUNCT
ajam-221	112	6	only	only	ADV
ajam-221	112	7	60	60	NUM
ajam-221	112	8	households	household	NOUN
ajam-221	112	9	randomly	randomly	ADV
ajam-221	112	10	selected	select	VERB
ajam-221	112	11	from	from	ADP
ajam-221	112	12	the	the	DET
ajam-221	112	13	original	original	ADJ
ajam-221	112	14	baseline	baseline	NOUN
ajam-221	112	15	sample	sample	NOUN
ajam-221	112	16	were	be	AUX
ajam-221	112	17	interviewed	interview	VERB
ajam-221	112	18	for	for	ADP
ajam-221	112	19	tracking	track	VERB
ajam-221	112	20	varietal	varietal	ADJ
ajam-221	112	21	diffusion	diffusion	NOUN
ajam-221	112	22	.	.	PUNCT
ajam-221	113	1	the	the	DET
ajam-221	113	2	data	datum	NOUN
ajam-221	113	3	on	on	ADP
ajam-221	113	4	common	common	ADJ
ajam-221	113	5	bean	bean	NOUN
ajam-221	113	6	area	area	NOUN
ajam-221	113	7	share	share	NOUN
ajam-221	113	8	allocated	allocate	VERB
ajam-221	113	9	to	to	ADP
ajam-221	113	10	the	the	DET
ajam-221	113	11	selected	select	VERB
ajam-221	113	12	varieties	variety	NOUN
ajam-221	113	13	(	(	PUNCT
ajam-221	113	14	that	that	PRON
ajam-221	113	15	is	is	ADV
ajam-221	113	16	,	,	PUNCT
ajam-221	113	17	the	the	DET
ajam-221	113	18	variety	variety	NOUN
ajam-221	113	19	demand	demand	NOUN
ajam-221	113	20	)	)	PUNCT
ajam-221	113	21	was	be	AUX
ajam-221	113	22	determined	determine	VERB
ajam-221	113	23	in	in	ADP
ajam-221	113	24	two	two	NUM
ajam-221	113	25	steps	step	NOUN
ajam-221	113	26	.	.	PUNCT
ajam-221	114	1	in	in	ADP
ajam-221	114	2	the	the	DET
ajam-221	114	3	first	first	ADJ
ajam-221	114	4	step	step	NOUN
ajam-221	114	5	,	,	PUNCT
ajam-221	114	6	all	all	DET
ajam-221	114	7	varieties	variety	NOUN
ajam-221	114	8	grown	grow	VERB
ajam-221	114	9	in	in	ADP
ajam-221	114	10	the	the	DET
ajam-221	114	11	study	study	NOUN
ajam-221	114	12	area	area	NOUN
ajam-221	114	13	were	be	AUX
ajam-221	114	14	solicited	solicit	VERB
ajam-221	114	15	from	from	ADP
ajam-221	114	16	respondents	respondent	NOUN
ajam-221	114	17	and	and	CCONJ
ajam-221	114	18	the	the	DET
ajam-221	114	19	popularity	popularity	NOUN
ajam-221	114	20	of	of	ADP
ajam-221	114	21	each	each	PRON
ajam-221	114	22	in	in	ADP
ajam-221	114	23	terms	term	NOUN
ajam-221	114	24	of	of	ADP
ajam-221	114	25	percentage	percentage	NOUN
ajam-221	114	26	of	of	ADP
ajam-221	114	27	households	household	NOUN
ajam-221	114	28	growing	grow	VERB
ajam-221	114	29	the	the	DET
ajam-221	114	30	variety	variety	NOUN
ajam-221	114	31	determined	determine	VERB
ajam-221	114	32	.	.	PUNCT
ajam-221	115	1	about	about	ADV
ajam-221	115	2	15	15	NUM
ajam-221	115	3	varieties	variety	NOUN
ajam-221	115	4	of	of	ADP
ajam-221	115	5	different	different	ADJ
ajam-221	115	6	seed	seed	NOUN
ajam-221	115	7	sizes	size	NOUN
ajam-221	115	8	and	and	CCONJ
ajam-221	115	9	colour	colour	NOUN
ajam-221	115	10	were	be	AUX
ajam-221	115	11	identified	identify	VERB
ajam-221	115	12	in	in	ADP
ajam-221	115	13	the	the	DET
ajam-221	115	14	sampled	sample	VERB
ajam-221	115	15	villages	village	NOUN
ajam-221	115	16	(	(	PUNCT
ajam-221	115	17	table	table	NOUN
ajam-221	115	18	1	1	NUM
ajam-221	115	19	)	)	PUNCT
ajam-221	115	20	with	with	ADP
ajam-221	115	21	an	an	DET
ajam-221	115	22	average	average	NOUN
ajam-221	115	23	of	of	ADP
ajam-221	115	24	2	2	NUM
ajam-221	115	25	varieties	variety	NOUN
ajam-221	115	26	per	per	ADP
ajam-221	115	27	farm	farm	NOUN
ajam-221	115	28	.	.	PUNCT
ajam-221	116	1	these	these	DET
ajam-221	116	2	varieties	variety	NOUN
ajam-221	116	3	were	be	AUX
ajam-221	116	4	landraces	landrace	NOUN
ajam-221	116	5	and	and	CCONJ
ajam-221	116	6	the	the	DET
ajam-221	116	7	improved	improved	ADJ
ajam-221	116	8	varieties	variety	NOUN
ajam-221	116	9	released	release	VERB
ajam-221	116	10	in	in	ADP
ajam-221	116	11	1980s	1980s	NUM
ajam-221	116	12	.	.	PUNCT
ajam-221	117	1	although	although	SCONJ
ajam-221	117	2	many	many	ADJ
ajam-221	117	3	varieties	variety	NOUN
ajam-221	117	4	are	be	AUX
ajam-221	117	5	grown	grow	VERB
ajam-221	117	6	in	in	ADP
ajam-221	117	7	the	the	DET
ajam-221	117	8	study	study	NOUN
ajam-221	117	9	area	area	NOUN
ajam-221	117	10	,	,	PUNCT
ajam-221	117	11	only	only	ADV
ajam-221	117	12	two	two	NUM
ajam-221	117	13	were	be	AUX
ajam-221	117	14	popular	popular	ADJ
ajam-221	117	15	among	among	ADP
ajam-221	117	16	the	the	DET
ajam-221	117	17	selected	select	VERB
ajam-221	117	18	households	household	NOUN
ajam-221	117	19	.	.	PUNCT
ajam-221	118	1	these	these	PRON
ajam-221	118	2	were	be	AUX
ajam-221	118	3	glpx92	glpx92	NOUN
ajam-221	118	4	(	(	PUNCT
ajam-221	118	5	grown	grow	VERB
ajam-221	118	6	by	by	ADP
ajam-221	118	7	87	87	NUM
ajam-221	118	8	%	%	NOUN
ajam-221	118	9	of	of	ADP
ajam-221	118	10	the	the	DET
ajam-221	118	11	households	household	NOUN
ajam-221	118	12	)	)	PUNCT
ajam-221	118	13	and	and	CCONJ
ajam-221	118	14	glp2	glp2	VERB
ajam-221	118	15	large	large	ADJ
ajam-221	118	16	red	red	ADJ
ajam-221	118	17	mottled	mottle	VERB
ajam-221	118	18	(	(	PUNCT
ajam-221	118	19	grown	grow	VERB
ajam-221	118	20	by	by	ADP
ajam-221	118	21	72	72	NUM
ajam-221	118	22	%	%	NOUN
ajam-221	118	23	of	of	ADP
ajam-221	118	24	the	the	DET
ajam-221	118	25	households	household	NOUN
ajam-221	118	26	)	)	PUNCT
ajam-221	118	27	(	(	PUNCT
ajam-221	118	28	table	table	NOUN
ajam-221	118	29	1	1	NUM
ajam-221	118	30	)	)	PUNCT
ajam-221	118	31	.	.	PUNCT
ajam-221	119	1	other	other	ADJ
ajam-221	119	2	varieties	variety	NOUN
ajam-221	119	3	were	be	AUX
ajam-221	119	4	grown	grow	VERB
ajam-221	119	5	by	by	ADP
ajam-221	119	6	less	less	ADJ
ajam-221	119	7	than	than	ADP
ajam-221	119	8	40	40	NUM
ajam-221	119	9	%	%	NOUN
ajam-221	119	10	of	of	ADP
ajam-221	119	11	the	the	DET
ajam-221	119	12	households	household	NOUN
ajam-221	119	13	.	.	PUNCT
ajam-221	120	1	based	base	VERB
ajam-221	120	2	on	on	ADP
ajam-221	120	3	this	this	PRON
ajam-221	120	4	,	,	PUNCT
ajam-221	120	5	the	the	DET
ajam-221	120	6	two	two	NUM
ajam-221	120	7	popular	popular	ADJ
ajam-221	120	8	varieties	variety	NOUN
ajam-221	120	9	,	,	PUNCT
ajam-221	120	10	glpx92	glpx92	NOUN
ajam-221	120	11	and	and	CCONJ
ajam-221	120	12	glp2	glp2	VERB
ajam-221	120	13	large	large	ADJ
ajam-221	120	14	red	red	NOUN
ajam-221	120	15	mottled	mottle	VERB
ajam-221	120	16	,	,	PUNCT
ajam-221	120	17	were	be	AUX
ajam-221	120	18	selected	select	VERB
ajam-221	120	19	for	for	ADP
ajam-221	120	20	the	the	DET
ajam-221	120	21	econometric	econometric	ADJ
ajam-221	120	22	analysis	analysis	NOUN
ajam-221	120	23	.	.	PUNCT
ajam-221	121	1	in	in	ADP
ajam-221	121	2	the	the	DET
ajam-221	121	3	second	second	ADJ
ajam-221	121	4	step	step	NOUN
ajam-221	121	5	,	,	PUNCT
ajam-221	121	6	area	area	NOUN
ajam-221	121	7	allocated	allocate	VERB
ajam-221	121	8	to	to	ADP
ajam-221	121	9	each	each	PRON
ajam-221	121	10	of	of	ADP
ajam-221	121	11	the	the	DET
ajam-221	121	12	selected	select	VERB
ajam-221	121	13	variety	variety	NOUN
ajam-221	121	14	was	be	AUX
ajam-221	121	15	determined	determine	VERB
ajam-221	121	16	.	.	PUNCT
ajam-221	122	1	given	give	VERB
ajam-221	122	2	the	the	DET
ajam-221	122	3	multiple	multiple	ADJ
ajam-221	122	4	varieties	variety	NOUN
ajam-221	122	5	grown	grow	VERB
ajam-221	122	6	and	and	CCONJ
ajam-221	122	7	the	the	DET
ajam-221	122	8	intercropping	intercropping	NOUN
ajam-221	122	9	system	system	NOUN
ajam-221	122	10	,	,	PUNCT
ajam-221	122	11	determining	determine	VERB
ajam-221	122	12	common	common	ADJ
ajam-221	122	13	bean	bean	NOUN
ajam-221	122	14	area	area	NOUN
ajam-221	122	15	occupied	occupy	VERB
ajam-221	122	16	by	by	ADP
ajam-221	122	17	a	a	DET
ajam-221	122	18	single	single	ADJ
ajam-221	122	19	variety	variety	NOUN
ajam-221	122	20	was	be	AUX
ajam-221	122	21	not	not	PART
ajam-221	122	22	straight	straight	ADV
ajam-221	122	23	forward	forward	ADV
ajam-221	122	24	.	.	PUNCT
ajam-221	123	1	farmers	farmer	NOUN
ajam-221	123	2	were	be	AUX
ajam-221	123	3	able	able	ADJ
ajam-221	123	4	to	to	PART
ajam-221	123	5	recall	recall	VERB
ajam-221	123	6	the	the	DET
ajam-221	123	7	amount	amount	NOUN
ajam-221	123	8	of	of	ADP
ajam-221	123	9	seed	seed	NOUN
ajam-221	123	10	for	for	ADP
ajam-221	123	11	each	each	DET
ajam-221	123	12	variety	variety	NOUN
ajam-221	123	13	that	that	PRON
ajam-221	123	14	was	be	AUX
ajam-221	123	15	planted	plant	VERB
ajam-221	123	16	during	during	ADP
ajam-221	123	17	the	the	DET
ajam-221	123	18	cropping	cropping	NOUN
ajam-221	123	19	season	season	NOUN
ajam-221	123	20	of	of	ADP
ajam-221	123	21	2008/2007	2008/2007	NUM
ajam-221	123	22	and	and	CCONJ
ajam-221	123	23	their	their	PRON
ajam-221	123	24	usual	usual	ADJ
ajam-221	123	25	seeding	seeding	NOUN
ajam-221	123	26	rate	rate	NOUN
ajam-221	123	27	.	.	PUNCT
ajam-221	124	1	the	the	DET
ajam-221	124	2	amount	amount	NOUN
ajam-221	124	3	of	of	ADP
ajam-221	124	4	variety	variety	NOUN
ajam-221	124	5	seed	seed	NOUN
ajam-221	124	6	and	and	CCONJ
ajam-221	124	7	the	the	DET
ajam-221	124	8	seeding	seeding	NOUN
ajam-221	124	9	rate	rate	NOUN
ajam-221	124	10	were	be	AUX
ajam-221	124	11	then	then	ADV
ajam-221	124	12	used	use	VERB
ajam-221	124	13	to	to	PART
ajam-221	124	14	compute	compute	VERB
ajam-221	124	15	the	the	DET
ajam-221	124	16	area	area	NOUN
ajam-221	124	17	under	under	ADP
ajam-221	124	18	each	each	DET
ajam-221	124	19	variety	variety	NOUN
ajam-221	124	20	selected	select	VERB
ajam-221	124	21	for	for	ADP
ajam-221	124	22	the	the	DET
ajam-221	124	23	analysis	analysis	NOUN
ajam-221	124	24	.	.	PUNCT
ajam-221	125	1	the	the	DET
ajam-221	125	2	descriptive	descriptive	ADJ
ajam-221	125	3	statistics	statistic	NOUN
ajam-221	125	4	are	be	AUX
ajam-221	125	5	presented	present	VERB
ajam-221	125	6	in	in	ADP
ajam-221	125	7	table	table	NOUN
ajam-221	125	8	2	2	NUM
ajam-221	125	9	.	.	PUNCT
ajam-221	126	1	farmers	farmer	NOUN
ajam-221	126	2	were	be	AUX
ajam-221	126	3	presented	present	VERB
ajam-221	126	4	with	with	ADP
ajam-221	126	5	a	a	DET
ajam-221	126	6	predetermined	predetermined	ADJ
ajam-221	126	7	list	list	NOUN
ajam-221	126	8	of	of	ADP
ajam-221	126	9	common	common	ADJ
ajam-221	126	10	bean	bean	NOUN
ajam-221	126	11	attributes	attribute	NOUN
ajam-221	126	12	(	(	PUNCT
ajam-221	126	13	cooking	cooking	NOUN
ajam-221	126	14	time	time	NOUN
ajam-221	126	15	,	,	PUNCT
ajam-221	126	16	keeping	keep	VERB
ajam-221	126	17	quality	quality	NOUN
ajam-221	126	18	,	,	PUNCT
ajam-221	126	19	flatulence	flatulence	NOUN
ajam-221	126	20	,	,	PUNCT
ajam-221	126	21	grain	grain	NOUN
ajam-221	126	22	size	size	NOUN
ajam-221	126	23	and	and	CCONJ
ajam-221	126	24	grain	grain	NOUN
ajam-221	126	25	colour	colour	NOUN
ajam-221	126	26	,	,	PUNCT
ajam-221	126	27	drought	drought	NOUN
ajam-221	126	28	tolerance	tolerance	NOUN
ajam-221	126	29	,	,	PUNCT
ajam-221	126	30	early	early	ADV
ajam-221	126	31	maturing	mature	VERB
ajam-221	126	32	,	,	PUNCT
ajam-221	126	33	pest	pest	NOUN
ajam-221	126	34	resistance	resistance	NOUN
ajam-221	126	35	,	,	PUNCT
ajam-221	126	36	tolerance	tolerance	NOUN
ajam-221	126	37	to	to	ADP
ajam-221	126	38	poor	poor	ADJ
ajam-221	126	39	soils	soil	NOUN
ajam-221	126	40	and	and	CCONJ
ajam-221	126	41	growth	growth	NOUN
ajam-221	126	42	habit	habit	NOUN
ajam-221	126	43	)	)	PUNCT
ajam-221	126	44	derived	derive	VERB
ajam-221	126	45	from	from	ADP
ajam-221	126	46	the	the	DET
ajam-221	126	47	previous	previous	ADJ
ajam-221	126	48	participatory	participatory	ADJ
ajam-221	126	49	variety	variety	NOUN
ajam-221	126	50	selection	selection	NOUN
ajam-221	126	51	studies	study	NOUN
ajam-221	126	52	(	(	PUNCT
ajam-221	126	53	sperling	sperling	PROPN
ajam-221	126	54	et	et	PROPN
ajam-221	126	55	al	al	PROPN
ajam-221	126	56	.	.	PROPN
ajam-221	126	57	,	,	PUNCT
ajam-221	126	58	1996	1996	NUM
ajam-221	126	59	)	)	PUNCT
ajam-221	126	60	.	.	PUNCT
ajam-221	127	1	each	each	DET
ajam-221	127	2	farmer	farmer	NOUN
ajam-221	127	3	was	be	AUX
ajam-221	127	4	asked	ask	VERB
ajam-221	127	5	to	to	PART
ajam-221	127	6	rate	rate	VERB
ajam-221	127	7	each	each	DET
ajam-221	127	8	attribute	attribute	NOUN
ajam-221	127	9	on	on	ADP
ajam-221	127	10	a	a	DET
ajam-221	127	11	three	three	NUM
ajam-221	127	12	point	point	NOUN
ajam-221	127	13	scale	scale	NOUN
ajam-221	127	14	(	(	PUNCT
ajam-221	127	15	3=	3=	NUM
ajam-221	127	16	very	very	ADV
ajam-221	127	17	important	important	ADJ
ajam-221	127	18	and	and	CCONJ
ajam-221	127	19	1=	1=	X
ajam-221	127	20	not	not	PART
ajam-221	127	21	important	important	ADJ
ajam-221	127	22	)	)	PUNCT
ajam-221	127	23	according	accord	VERB
ajam-221	127	24	to	to	ADP
ajam-221	127	25	his	his	PRON
ajam-221	127	26	/	/	SYM
ajam-221	127	27	her	her	PRON
ajam-221	127	28	preference	preference	NOUN
ajam-221	127	29	.	.	PUNCT
ajam-221	128	1	a	a	DET
ajam-221	128	2	higher	high	ADJ
ajam-221	128	3	score	score	NOUN
ajam-221	128	4	reflects	reflect	VERB
ajam-221	128	5	high	high	ADJ
ajam-221	128	6	preference	preference	NOUN
ajam-221	128	7	and	and	CCONJ
ajam-221	128	8	vice	vice	NOUN
ajam-221	128	9	versa	versa	ADV
ajam-221	128	10	.	.	PUNCT
ajam-221	129	1	the	the	DET
ajam-221	129	2	10	10	NUM
ajam-221	129	3	variety	variety	NOUN
ajam-221	129	4	attributes	attribute	NOUN
ajam-221	129	5	were	be	AUX
ajam-221	129	6	subjected	subject	VERB
ajam-221	129	7	to	to	ADP
ajam-221	129	8	a	a	DET
ajam-221	129	9	factor	factor	NOUN
ajam-221	129	10	analysis	analysis	NOUN
ajam-221	129	11	procedure	procedure	NOUN
ajam-221	129	12	using	use	VERB
ajam-221	129	13	principal	principal	ADJ
ajam-221	129	14	components	component	NOUN
ajam-221	129	15	method	method	VERB
ajam-221	129	16	to	to	PART
ajam-221	129	17	analyze	analyze	VERB
ajam-221	129	18	correlation	correlation	NOUN
ajam-221	129	19	between	between	ADP
ajam-221	129	20	them	they	PRON
ajam-221	129	21	and	and	CCONJ
ajam-221	129	22	determine	determine	VERB
ajam-221	129	23	whether	whether	SCONJ
ajam-221	129	24	they	they	PRON
ajam-221	129	25	could	could	AUX
ajam-221	129	26	be	be	AUX
ajam-221	129	27	represented	represent	VERB
ajam-221	129	28	by	by	ADP
ajam-221	129	29	a	a	DET
ajam-221	129	30	smaller	small	ADJ
ajam-221	129	31	number	number	NOUN
ajam-221	129	32	of	of	ADP
ajam-221	129	33	components	component	NOUN
ajam-221	129	34	2	2	NUM
ajam-221	129	35	.	.	PUNCT
ajam-221	130	1	based	base	VERB
ajam-221	130	2	on	on	ADP
ajam-221	130	3	the	the	DET
ajam-221	130	4	criterion	criterion	NOUN
ajam-221	130	5	of	of	ADP
ajam-221	130	6	an	an	DET
ajam-221	130	7	eigenvalue	eigenvalue	NOUN
ajam-221	130	8	greater	great	ADJ
ajam-221	130	9	than	than	ADP
ajam-221	130	10	unity	unity	NOUN
ajam-221	130	11	,	,	PUNCT
ajam-221	130	12	the	the	DET
ajam-221	130	13	10	10	NUM
ajam-221	130	14	variety	variety	NOUN
ajam-221	130	15	attributes	attribute	NOUN
ajam-221	130	16	were	be	AUX
ajam-221	130	17	grouped	group	VERB
ajam-221	130	18	into	into	ADP
ajam-221	130	19	two	two	NUM
ajam-221	130	20	independent	independent	ADJ
ajam-221	130	21	attributes	attribute	NOUN
ajam-221	130	22	according	accord	VERB
ajam-221	130	23	to	to	ADP
ajam-221	130	24	two	two	NUM
ajam-221	130	25	unobserved	unobserved	ADJ
ajam-221	130	26	factors	factor	NOUN
ajam-221	130	27	interpreted	interpret	VERB
ajam-221	130	28	as	as	ADP
ajam-221	130	29	:	:	PUNCT
ajam-221	130	30	consumption	consumption	NOUN
ajam-221	130	31	flavour	flavour	NOUN
ajam-221	130	32	and	and	CCONJ
ajam-221	130	33	yield	yield	VERB
ajam-221	130	34	related	related	ADJ
ajam-221	130	35	characteristics	characteristic	NOUN
ajam-221	130	36	3	3	NUM
ajam-221	130	37	.	.	SYM
ajam-221	130	38	2	2	NUM
ajam-221	131	1	the	the	DET
ajam-221	131	2	attribute	attribute	NOUN
ajam-221	131	3	preferences	preference	NOUN
ajam-221	131	4	tend	tend	VERB
ajam-221	131	5	to	to	PART
ajam-221	131	6	be	be	AUX
ajam-221	131	7	collated	collate	VERB
ajam-221	131	8	and	and	CCONJ
ajam-221	131	9	including	include	VERB
ajam-221	131	10	all	all	PRON
ajam-221	131	11	them	they	PRON
ajam-221	131	12	would	would	AUX
ajam-221	131	13	induce	induce	VERB
ajam-221	131	14	multicollinearity	multicollinearity	NOUN
ajam-221	131	15	a	a	DET
ajam-221	131	16	well	well	NOUN
ajam-221	131	17	as	as	ADP
ajam-221	131	18	the	the	DET
ajam-221	131	19	degrees	degree	NOUN
ajam-221	131	20	of	of	ADP
ajam-221	131	21	freedom	freedom	NOUN
ajam-221	131	22	.	.	PUNCT
ajam-221	132	1	3	3	NUM
ajam-221	132	2	the	the	DET
ajam-221	132	3	results	result	NOUN
ajam-221	132	4	of	of	ADP
ajam-221	132	5	the	the	DET
ajam-221	132	6	factor	factor	NOUN
ajam-221	132	7	analysis	analysis	NOUN
ajam-221	132	8	are	be	AUX
ajam-221	132	9	summarized	summarize	VERB
ajam-221	132	10	in	in	ADP
ajam-221	132	11	appendix	appendix	ADJ
ajam-221	132	12	a.	a.	NOUN
ajam-221	132	13	the	the	DET
ajam-221	132	14	2	2	NUM
ajam-221	132	15	factors	factor	NOUN
ajam-221	132	16	explain	explain	VERB
ajam-221	132	17	100	100	NUM
ajam-221	132	18	%	%	NOUN
ajam-221	132	19	of	of	ADP
ajam-221	132	20	total	total	ADJ
ajam-221	132	21	variance	variance	NOUN
ajam-221	132	22	in	in	ADP
ajam-221	132	23	the	the	DET
ajam-221	132	24	stated	state	VERB
ajam-221	132	25	preferences	preference	NOUN
ajam-221	132	26	for	for	ADP
ajam-221	132	27	traits	trait	NOUN
ajam-221	132	28	.	.	PUNCT
ajam-221	133	1	factor	factor	NOUN
ajam-221	133	2	one	one	NUM
ajam-221	133	3	,	,	PUNCT
ajam-221	133	4	explained	explain	VERB
ajam-221	133	5	about	about	ADP
ajam-221	133	6	56	56	NUM
ajam-221	133	7	%	%	NOUN
ajam-221	133	8	of	of	ADP
ajam-221	133	9	the	the	DET
ajam-221	133	10	variance	variance	NOUN
ajam-221	133	11	in	in	ADP
ajam-221	133	12	the	the	DET
ajam-221	133	13	10	10	NUM
ajam-221	133	14	selected	select	VERB
ajam-221	133	15	attributes	attribute	NOUN
ajam-221	133	16	subjected	subject	VERB
ajam-221	133	17	to	to	ADP
ajam-221	133	18	factor	factor	NOUN
ajam-221	133	19	analysis	analysis	NOUN
ajam-221	133	20	.	.	PUNCT
ajam-221	134	1	consumption	consumption	NOUN
ajam-221	134	2	attributes	attribute	NOUN
ajam-221	134	3	(	(	PUNCT
ajam-221	134	4	high	high	ADJ
ajam-221	134	5	keeping	keep	VERB
ajam-221	134	6	quality	quality	NOUN
ajam-221	134	7	,	,	PUNCT
ajam-221	134	8	less	less	ADJ
ajam-221	134	9	flatulence	flatulence	NOUN
ajam-221	134	10	and	and	CCONJ
ajam-221	134	11	less	less	ADJ
ajam-221	134	12	cooking	cooking	NOUN
ajam-221	134	13	time	time	NOUN
ajam-221	134	14	)	)	PUNCT
ajam-221	134	15	loaded	load	VERB
ajam-221	134	16	heavily	heavily	ADV
ajam-221	134	17	on	on	ADP
ajam-221	134	18	this	this	DET
ajam-221	134	19	index	index	NOUN
ajam-221	134	20	and	and	CCONJ
ajam-221	134	21	the	the	DET
ajam-221	134	22	index	index	NOUN
ajam-221	134	23	was	be	AUX
ajam-221	134	24	interpreted	interpret	VERB
ajam-221	134	25	as	as	ADP
ajam-221	134	26	consumption	consumption	NOUN
ajam-221	134	27	flavour	flavour	NOUN
ajam-221	134	28	.	.	PUNCT
ajam-221	135	1	drought	drought	NOUN
ajam-221	135	2	tolerance	tolerance	NOUN
ajam-221	135	3	,	,	PUNCT
ajam-221	135	4	early	early	ADV
ajam-221	135	5	maturing	mature	VERB
ajam-221	135	6	,	,	PUNCT
ajam-221	135	7	pest	pest	VERB
ajam-221	135	8	resistance	resistance	NOUN
ajam-221	135	9	and	and	CCONJ
ajam-221	135	10	tolerance	tolerance	NOUN
ajam-221	135	11	to	to	ADP
ajam-221	135	12	poor	poor	ADJ
ajam-221	135	13	soils	soil	NOUN
ajam-221	135	14	were	be	AUX
ajam-221	135	15	highly	highly	ADV
ajam-221	135	16	correlated	correlate	VERB
ajam-221	135	17	with	with	ADP
ajam-221	135	18	factor	factor	NOUN
ajam-221	135	19	two	two	NUM
ajam-221	135	20	interpreted	interpret	VERB
ajam-221	135	21	as	as	ADP
ajam-221	135	22	yield	yield	NOUN
ajam-221	135	23	related	relate	VERB
ajam-221	135	24	characteristics	characteristic	NOUN
ajam-221	135	25	.	.	PUNCT
ajam-221	136	1	the	the	DET
ajam-221	136	2	two	two	NUM
ajam-221	136	3	underlying	underlying	ADJ
ajam-221	136	4	latent	latent	NOUN
ajam-221	136	5	factors	factor	NOUN
ajam-221	136	6	were	be	AUX
ajam-221	136	7	recovered	recover	VERB
ajam-221	136	8	from	from	ADP
ajam-221	136	9	the	the	DET
ajam-221	136	10	data	datum	NOUN
ajam-221	136	11	using	use	VERB
ajam-221	136	12	the	the	DET
ajam-221	136	13	scoring	scoring	NOUN
ajam-221	136	14	after	after	ADP
ajam-221	136	15	factor	factor	NOUN
ajam-221	136	16	analysis	analysis	NOUN
ajam-221	136	17	command	command	NOUN
ajam-221	136	18	in	in	ADP
ajam-221	136	19	stata	stata	PROPN
ajam-221	136	20	8.0	8.0	NUM
ajam-221	136	21	and	and	CCONJ
ajam-221	136	22	included	include	VERB
ajam-221	136	23	in	in	ADP
ajam-221	136	24	the	the	DET
ajam-221	136	25	analysis	analysis	NOUN
ajam-221	136	26	as	as	ADP
ajam-221	136	27	explanatory	explanatory	ADJ
ajam-221	136	28	variables	variable	NOUN
ajam-221	136	29	(	(	PUNCT
ajam-221	136	30	table	table	NOUN
ajam-221	136	31	2	2	NUM
ajam-221	136	32	)	)	PUNCT
ajam-221	136	33	.	.	PUNCT
ajam-221	137	1	variables	variable	NOUN
ajam-221	137	2	representing	represent	VERB
ajam-221	137	3	individual	individual	ADJ
ajam-221	137	4	and	and	CCONJ
ajam-221	137	5	household	household	NOUN
ajam-221	137	6	characteristics	characteristic	NOUN
ajam-221	137	7	(	(	PUNCT
ajam-221	137	8	education	education	NOUN
ajam-221	137	9	,	,	PUNCT
ajam-221	137	10	household	household	NOUN
ajam-221	137	11	wealth	wealth	NOUN
ajam-221	137	12	,	,	PUNCT
ajam-221	137	13	dependency	dependency	NOUN
ajam-221	137	14	ratio	ratio	NOUN
ajam-221	137	15	,	,	PUNCT
ajam-221	137	16	exogenous	exogenous	ADJ
ajam-221	137	17	income	income	NOUN
ajam-221	137	18	)	)	PUNCT
ajam-221	137	19	,	,	PUNCT
ajam-221	137	20	farm	farm	NOUN
ajam-221	137	21	characteristics	characteristic	NOUN
ajam-221	137	22	(	(	PUNCT
ajam-221	137	23	scale	scale	NOUN
ajam-221	137	24	of	of	ADP
ajam-221	137	25	operation	operation	NOUN
ajam-221	137	26	and	and	CCONJ
ajam-221	137	27	soil	soil	NOUN
ajam-221	137	28	type	type	NOUN
ajam-221	137	29	heterogeneity	heterogeneity	PROPN
ajam-221	137	30	index	index	NOUN
ajam-221	137	31	)	)	PUNCT
ajam-221	137	32	and	and	CCONJ
ajam-221	137	33	market	market	NOUN
ajam-221	137	34	conditions	condition	NOUN
ajam-221	137	35	(	(	PUNCT
ajam-221	137	36	production	production	NOUN
ajam-221	137	37	orientation	orientation	NOUN
ajam-221	137	38	and	and	CCONJ
ajam-221	137	39	value	value	NOUN
ajam-221	137	40	of	of	ADP
ajam-221	137	41	donkey	donkey	NOUN
ajam-221	137	42	)	)	PUNCT
ajam-221	137	43	were	be	AUX
ajam-221	137	44	computed	compute	VERB
ajam-221	137	45	based	base	VERB
ajam-221	137	46	on	on	ADP
ajam-221	137	47	primary	primary	ADJ
ajam-221	137	48	data	datum	NOUN
ajam-221	137	49	gathered	gather	VERB
ajam-221	137	50	through	through	ADP
ajam-221	137	51	interview	interview	NOUN
ajam-221	137	52	of	of	ADP
ajam-221	137	53	individual	individual	ADJ
ajam-221	137	54	households	household	NOUN
ajam-221	137	55	.	.	PUNCT
ajam-221	138	1	for	for	ADP
ajam-221	138	2	each	each	DET
ajam-221	138	3	plot	plot	NOUN
ajam-221	138	4	,	,	PUNCT
ajam-221	138	5	the	the	DET
ajam-221	138	6	soil	soil	NOUN
ajam-221	138	7	type	type	NOUN
ajam-221	138	8	and	and	CCONJ
ajam-221	138	9	plot	plot	NOUN
ajam-221	138	10	area	area	NOUN
ajam-221	138	11	were	be	AUX
ajam-221	138	12	recorded	record	VERB
ajam-221	138	13	.	.	PUNCT
ajam-221	139	1	then	then	ADV
ajam-221	139	2	,	,	PUNCT
ajam-221	139	3	soil	soil	NOUN
ajam-221	139	4	type	type	NOUN
ajam-221	139	5	diversity	diversity	NOUN
ajam-221	139	6	was	be	AUX
ajam-221	139	7	represented	represent	VERB
ajam-221	139	8	by	by	ADP
ajam-221	139	9	the	the	DET
ajam-221	139	10	shannon	shannon	PROPN
ajam-221	139	11	index	index	PROPN
ajam-221	139	12	(	(	PUNCT
ajam-221	139	13	di	di	NOUN
ajam-221	139	14	s	s	PROPN
ajam-221	139	15	)	)	PUNCT
ajam-221	139	16	computed	compute	VERB
ajam-221	139	17	as	as	ADP
ajam-221	139	18	:	:	PUNCT
ajam-221	139	19	s	s	PART
ajam-221	139	20	s	s	X
ajam-221	139	21	s	s	NOUN
ajam-221	139	22	di	di	NOUN
ajam-221	139	23	−∑j	−∑j	NOUN
ajam-221	139	24	ij	ij	NOUN
ajam-221	139	25	in	in	ADP
ajam-221	139	26	ij	ij	NOUN
ajam-221	139	27	a	a	DET
ajam-221	139	28	i	i	PRON
ajam-221	139	29	a	a	PRON
ajam-221	140	1	i	i	NOUN
ajam-221	141	1	d	d	X
ajam-221	141	2	s	s	PROPN
ajam-221	141	3	≥	≥	NOUN
ajam-221	141	4	0	0	NUM
ajam-221	141	5	(	(	PUNCT
ajam-221	141	6	3	3	X
ajam-221	141	7	)	)	PUNCT
ajam-221	141	8	s	s	VERB
ajam-221	141	9	is	be	AUX
ajam-221	141	10	the	the	DET
ajam-221	141	11	total	total	ADJ
ajam-221	141	12	area	area	NOUN
ajam-221	141	13	occupied	occupy	VERB
ajam-221	141	14	by	by	ADP
ajam-221	141	15	soil	soil	NOUN
ajam-221	141	16	type	type	NOUN
ajam-221	141	17	j	j	PROPN
ajam-221	141	18	on	on	ADP
ajam-221	141	19	farm	farm	NOUN
ajam-221	141	20	i	i	PRON
ajam-221	141	21	.	.	PUNCT
ajam-221	142	1	a	a	PRON
ajam-221	142	2	is	be	AUX
ajam-221	142	3	the	the	DET
ajam-221	142	4	total	total	ADJ
ajam-221	142	5	ij	ij	NOUN
ajam-221	142	6	i	i	PRON
ajam-221	142	7	cropped	crop	VERB
ajam-221	142	8	area	area	NOUN
ajam-221	142	9	on	on	ADP
ajam-221	142	10	farm	farm	NOUN
ajam-221	142	11	i	i	PRON
ajam-221	142	12	.	.	PUNCT
ajam-221	143	1	the	the	DET
ajam-221	143	2	shannon	shannon	PROPN
ajam-221	143	3	index	index	NOUN
ajam-221	143	4	has	have	VERB
ajam-221	143	5	a	a	DET
ajam-221	143	6	lower	low	ADJ
ajam-221	143	7	limit	limit	NOUN
ajam-221	143	8	of	of	ADP
ajam-221	143	9	zero	zero	NUM
ajam-221	143	10	when	when	SCONJ
ajam-221	143	11	only	only	ADV
ajam-221	143	12	one	one	NUM
ajam-221	143	13	soil	soil	NOUN
ajam-221	143	14	type	type	NOUN
ajam-221	143	15	exists	exist	VERB
ajam-221	143	16	on	on	ADP
ajam-221	143	17	the	the	DET
ajam-221	143	18	farm	farm	NOUN
ajam-221	143	19	.	.	PUNCT
ajam-221	144	1	the	the	DET
ajam-221	144	2	list	list	NOUN
ajam-221	144	3	of	of	ADP
ajam-221	144	4	utilized	utilize	VERB
ajam-221	144	5	variables	variable	NOUN
ajam-221	144	6	,	,	PUNCT
ajam-221	144	7	their	their	PRON
ajam-221	144	8	definition	definition	NOUN
ajam-221	144	9	and	and	CCONJ
ajam-221	144	10	descriptive	descriptive	ADJ
ajam-221	144	11	statistics	statistic	NOUN
ajam-221	144	12	is	be	AUX
ajam-221	144	13	presented	present	VERB
ajam-221	144	14	in	in	ADP
ajam-221	144	15	table	table	NOUN
ajam-221	144	16	2	2	NUM
ajam-221	144	17	.	.	PUNCT
ajam-221	144	18	data	datum	NOUN
ajam-221	144	19	analysis	analysis	NOUN
ajam-221	144	20	the	the	DET
ajam-221	144	21	importance	importance	NOUN
ajam-221	144	22	for	for	ADP
ajam-221	144	23	common	common	ADJ
ajam-221	144	24	bean	bean	NOUN
ajam-221	144	25	attributes	attribute	NOUN
ajam-221	144	26	and	and	CCONJ
ajam-221	144	27	distribution	distribution	NOUN
ajam-221	144	28	of	of	ADP
ajam-221	144	29	attributes	attribute	NOUN
ajam-221	144	30	in	in	ADP
ajam-221	144	31	the	the	DET
ajam-221	144	32	popular	popular	ADJ
ajam-221	144	33	varieties	variety	NOUN
ajam-221	144	34	found	find	VERB
ajam-221	144	35	in	in	ADP
ajam-221	144	36	the	the	DET
ajam-221	144	37	study	study	NOUN
ajam-221	144	38	area	area	NOUN
ajam-221	144	39	were	be	AUX
ajam-221	144	40	analyzed	analyze	VERB
ajam-221	144	41	using	use	VERB
ajam-221	144	42	descriptive	descriptive	ADJ
ajam-221	144	43	statistics	statistic	NOUN
ajam-221	144	44	based	base	VERB
ajam-221	144	45	on	on	ADP
ajam-221	144	46	the	the	DET
ajam-221	144	47	average	average	ADJ
ajam-221	144	48	ratings	rating	NOUN
ajam-221	144	49	.	.	PUNCT
ajam-221	145	1	the	the	DET
ajam-221	145	2	kruskal	kruskal	PROPN
ajam-221	145	3	wallis	wallis	PROPN
ajam-221	145	4	one	one	NUM
ajam-221	145	5	-	-	PUNCT
ajam-221	145	6	way	way	NOUN
ajam-221	145	7	analysis	analysis	NOUN
ajam-221	145	8	of	of	ADP
ajam-221	145	9	variance	variance	NOUN
ajam-221	145	10	by	by	ADP
ajam-221	145	11	ranks	rank	NOUN
ajam-221	145	12	(	(	PUNCT
ajam-221	145	13	a	a	DET
ajam-221	145	14	nonparametric	nonparametric	ADJ
ajam-221	145	15	statistical	statistical	ADJ
ajam-221	145	16	procedure	procedure	NOUN
ajam-221	145	17	)	)	PUNCT
ajam-221	145	18	was	be	AUX
ajam-221	145	19	used	use	VERB
ajam-221	145	20	to	to	PART
ajam-221	145	21	test	test	VERB
ajam-221	145	22	for	for	ADP
ajam-221	145	23	differences	difference	NOUN
ajam-221	145	24	among	among	ADP
ajam-221	145	25	the	the	DET
ajam-221	145	26	ratings	rating	NOUN
ajam-221	145	27	and	and	CCONJ
ajam-221	145	28	determine	determine	VERB
ajam-221	145	29	whether	whether	SCONJ
ajam-221	145	30	or	or	CCONJ
ajam-221	145	31	not	not	PART
ajam-221	145	32	each	each	DET
ajam-221	145	33	rating	rating	NOUN
ajam-221	145	34	for	for	ADP
ajam-221	145	35	an	an	DET
ajam-221	145	36	attribute	attribute	NOUN
ajam-221	145	37	was	be	AUX
ajam-221	145	38	statistically	statistically	ADV
ajam-221	145	39	equal	equal	ADJ
ajam-221	145	40	among	among	ADP
ajam-221	145	41	the	the	DET
ajam-221	145	42	three	three	NUM
ajam-221	145	43	livelihood	livelihood	NOUN
ajam-221	145	44	groups	group	NOUN
ajam-221	145	45	.	.	PUNCT
ajam-221	146	1	the	the	DET
ajam-221	146	2	criteria	criterion	NOUN
ajam-221	146	3	used	use	VERB
ajam-221	146	4	to	to	PART
ajam-221	146	5	classify	classify	VERB
ajam-221	146	6	households	household	NOUN
ajam-221	146	7	into	into	ADP
ajam-221	146	8	livelihood	livelihood	NOUN
ajam-221	146	9	groups	group	NOUN
ajam-221	146	10	are	be	AUX
ajam-221	146	11	summarized	summarize	VERB
ajam-221	146	12	in	in	ADP
ajam-221	146	13	table	table	NOUN
ajam-221	146	14	3	3	NUM
ajam-221	146	15	.	.	PUNCT
ajam-221	147	1	a	a	DET
ajam-221	147	2	paired	pair	VERB
ajam-221	147	3	sample	sample	NOUN
ajam-221	147	4	t	t	PROPN
ajam-221	147	5	-	-	PUNCT
ajam-221	147	6	test	test	NOUN
ajam-221	147	7	was	be	AUX
ajam-221	147	8	used	use	VERB
ajam-221	147	9	to	to	PART
ajam-221	147	10	compare	compare	VERB
ajam-221	147	11	attribute	attribute	NOUN
ajam-221	147	12	supply	supply	NOUN
ajam-221	147	13	by	by	ADP
ajam-221	147	14	the	the	DET
ajam-221	147	15	two	two	NUM
ajam-221	147	16	popular	popular	ADJ
ajam-221	147	17	varieties	variety	NOUN
ajam-221	147	18	chosen	choose	VERB
ajam-221	147	19	for	for	ADP
ajam-221	147	20	the	the	DET
ajam-221	147	21	analysis	analysis	NOUN
ajam-221	147	22	.	.	PUNCT
ajam-221	148	1	the	the	DET
ajam-221	148	2	effect	effect	NOUN
ajam-221	148	3	of	of	ADP
ajam-221	148	4	the	the	DET
ajam-221	148	5	attributes	attribute	NOUN
ajam-221	148	6	ratings	rating	NOUN
ajam-221	148	7	and	and	CCONJ
ajam-221	148	8	other	other	ADJ
ajam-221	148	9	factors	factor	NOUN
ajam-221	148	10	on	on	ADP
ajam-221	148	11	area	area	NOUN
ajam-221	148	12	share	share	NOUN
ajam-221	148	13	occupied	occupy	VERB
ajam-221	148	14	by	by	ADP
ajam-221	148	15	variety	variety	NOUN
ajam-221	148	16	i	i	PRON
ajam-221	148	17	was	be	AUX
ajam-221	148	18	determined	determine	VERB
ajam-221	148	19	using	use	VERB
ajam-221	148	20	econometric	econometric	ADJ
ajam-221	148	21	analysis	analysis	NOUN
ajam-221	148	22	.	.	PUNCT
ajam-221	149	1	the	the	DET
ajam-221	149	2	choice	choice	NOUN
ajam-221	149	3	of	of	ADP
ajam-221	149	4	the	the	DET
ajam-221	149	5	econometric	econometric	ADJ
ajam-221	149	6	estimation	estimation	NOUN
ajam-221	149	7	method	method	NOUN
ajam-221	149	8	was	be	AUX
ajam-221	149	9	dictated	dictate	VERB
ajam-221	149	10	by	by	ADP
ajam-221	149	11	the	the	DET
ajam-221	149	12	nature	nature	NOUN
ajam-221	149	13	of	of	ADP
ajam-221	149	14	the	the	DET
ajam-221	149	15	data	datum	NOUN
ajam-221	149	16	on	on	ADP
ajam-221	149	17	the	the	DET
ajam-221	149	18	dependent	dependent	ADJ
ajam-221	149	19	variables	variable	NOUN
ajam-221	149	20	.	.	PUNCT
ajam-221	150	1	the	the	DET
ajam-221	150	2	area	area	NOUN
ajam-221	150	3	shares	share	NOUN
ajam-221	150	4	allocated	allocate	VERB
ajam-221	150	5	to	to	ADP
ajam-221	150	6	glpx92	glpx92	NOUN
ajam-221	150	7	and	and	CCONJ
ajam-221	150	8	glp2	glp2	VERB
ajam-221	150	9	large	large	ADJ
ajam-221	150	10	red	red	ADJ
ajam-221	150	11	mottled	mottle	VERB
ajam-221	150	12	differ	differ	VERB
ajam-221	150	13	across	across	ADP
ajam-221	150	14	households	household	NOUN
ajam-221	150	15	but	but	CCONJ
ajam-221	150	16	were	be	AUX
ajam-221	150	17	observed	observe	VERB
ajam-221	150	18	for	for	ADP
ajam-221	150	19	almost	almost	ADV
ajam-221	150	20	all	all	PRON
ajam-221	150	21	households	household	NOUN
ajam-221	150	22	in	in	ADP
ajam-221	150	23	the	the	DET
ajam-221	150	24	data	datum	NOUN
ajam-221	150	25	set	set	VERB
ajam-221	150	26	used	use	VERB
ajam-221	150	27	in	in	ADP
ajam-221	150	28	the	the	DET
ajam-221	150	29	analysis	analysis	NOUN
ajam-221	150	30	and	and	CCONJ
ajam-221	150	31	censored	censor	VERB
ajam-221	150	32	for	for	ADP
ajam-221	150	33	very	very	ADV
ajam-221	150	34	few	few	ADJ
ajam-221	150	35	households	household	NOUN
ajam-221	150	36	(	(	PUNCT
ajam-221	150	37	2	2	NUM
ajam-221	150	38	for	for	ADP
ajam-221	150	39	glpx92	glpx92	NOUN
ajam-221	150	40	and	and	CCONJ
ajam-221	150	41	8	8	NUM
ajam-221	150	42	for	for	ADP
ajam-221	150	43	glp2	glp2	NOUN
ajam-221	150	44	large	large	ADJ
ajam-221	150	45	red	red	NOUN
ajam-221	150	46	mottled	mottle	VERB
ajam-221	150	47	)	)	PUNCT
ajam-221	150	48	.	.	PUNCT
ajam-221	151	1	these	these	DET
ajam-221	151	2	observations	observation	NOUN
ajam-221	151	3	were	be	AUX
ajam-221	151	4	too	too	ADV
ajam-221	151	5	few	few	ADJ
ajam-221	151	6	to	to	PART
ajam-221	151	7	allow	allow	VERB
ajam-221	151	8	calculation	calculation	NOUN
ajam-221	151	9	of	of	ADP
ajam-221	151	10	the	the	DET
ajam-221	151	11	total	total	ADJ
ajam-221	151	12	effect	effect	NOUN
ajam-221	151	13	of	of	ADP
ajam-221	151	14	the	the	DET
ajam-221	151	15	explanatory	explanatory	ADJ
ajam-221	151	16	variables	variable	NOUN
ajam-221	151	17	on	on	ADP
ajam-221	151	18	the	the	DET
ajam-221	151	19	explained	explain	VERB
ajam-221	151	20	variable	variable	NOUN
ajam-221	151	21	from	from	ADP
ajam-221	151	22	a	a	DET
ajam-221	151	23	tobit	tobit	NOUN
ajam-221	151	24	model	model	NOUN
ajam-221	151	25	.	.	PUNCT
ajam-221	152	1	for	for	ADP
ajam-221	152	2	this	this	DET
ajam-221	152	3	reason	reason	NOUN
ajam-221	152	4	,	,	PUNCT
ajam-221	152	5	the	the	DET
ajam-221	152	6	ordinary	ordinary	ADJ
ajam-221	152	7	least	least	ADJ
ajam-221	152	8	squares	square	NOUN
ajam-221	152	9	(	(	PUNCT
ajam-221	152	10	ols	ol	NOUN
ajam-221	152	11	)	)	PUNCT
ajam-221	152	12	regression	regression	NOUN
ajam-221	152	13	model	model	NOUN
ajam-221	152	14	was	be	AUX
ajam-221	152	15	preferred	prefer	VERB
ajam-221	152	16	over	over	ADP
ajam-221	152	17	a	a	DET
ajam-221	152	18	tobit	tobit	NOUN
ajam-221	152	19	regression	regression	NOUN
ajam-221	152	20	for	for	ADP
ajam-221	152	21	the	the	DET
ajam-221	152	22	estimation	estimation	NOUN
ajam-221	152	23	of	of	ADP
ajam-221	152	24	area	area	NOUN
ajam-221	152	25	shares	share	NOUN
ajam-221	152	26	allocated	allocate	VERB
ajam-221	152	27	to	to	ADP
ajam-221	152	28	glpx92	glpx92	NOUN
ajam-221	152	29	and	and	CCONJ
ajam-221	152	30	glp2	glp2	VERB
ajam-221	152	31	large	large	ADJ
ajam-221	152	32	red	red	NOUN
ajam-221	152	33	mottled	mottle	VERB
ajam-221	152	34	.	.	PUNCT
ajam-221	153	1	denote	denote	VERB
ajam-221	153	2	vi	vi	PROPN
ajam-221	154	1	*	*	PUNCT
ajam-221	154	2	the	the	DET
ajam-221	154	3	optimal	optimal	ADJ
ajam-221	154	4	demand	demand	NOUN
ajam-221	154	5	of	of	ADP
ajam-221	154	6	variety	variety	NOUN
ajam-221	154	7	i	i	PRON
ajam-221	154	8	expressed	express	VERB
ajam-221	154	9	as	as	ADP
ajam-221	154	10	a	a	DET
ajam-221	154	11	function	function	NOUN
ajam-221	154	12	of	of	ADP
ajam-221	154	13	all	all	DET
ajam-221	154	14	the	the	DET
ajam-221	154	15	variables	variable	NOUN
ajam-221	154	16	hypothesized	hypothesized	ADJ
ajam-221	154	17	(	(	PUNCT
ajam-221	154	18	z	z	NOUN
ajam-221	154	19	)	)	PUNCT
ajam-221	154	20	to	to	PART
ajam-221	154	21	explain	explain	VERB
ajam-221	154	22	variation	variation	NOUN
ajam-221	154	23	in	in	ADP
ajam-221	154	24	the	the	DET
ajam-221	154	25	area	area	NOUN
ajam-221	154	26	share	share	NOUN
ajam-221	154	27	occupied	occupy	VERB
ajam-221	154	28	by	by	ADP
ajam-221	154	29	the	the	DET
ajam-221	154	30	variety	variety	NOUN
ajam-221	154	31	i	i	PRON
ajam-221	154	32	,	,	PUNCT
ajam-221	154	33	cast	cast	VERB
ajam-221	154	34	on	on	ADP
ajam-221	154	35	the	the	DET
ajam-221	154	36	right	right	ADJ
ajam-221	154	37	hand	hand	NOUN
ajam-221	154	38	side	side	NOUN
ajam-221	154	39	of	of	ADP
ajam-221	154	40	equation	equation	NOUN
ajam-221	154	41	2	2	NUM
ajam-221	154	42	,	,	PUNCT
ajam-221	154	43	and	and	CCONJ
ajam-221	154	44	the	the	DET
ajam-221	154	45	random	random	ADJ
ajam-221	154	46	component	component	NOUN
ajam-221	154	47	(	(	PUNCT
ajam-221	154	48	ε	ε	PROPN
ajam-221	154	49	i	i	PRON
ajam-221	154	50	):	):	PUNCT
ajam-221	154	51	y	y	PROPN
ajam-221	154	52	*	*	PUNCT
ajam-221	155	1			NUM
ajam-221	155	2	β	β	X
ajam-221	155	3	'	'	PUNCT
ajam-221	155	4	z	z	NOUN
ajam-221	155	5			PROPN
ajam-221	155	6	ε	ε	PROPN
ajam-221	156	1	i	i	PRON
ajam-221	156	2	ε	ε	PROPN
ajam-221	157	1	i	i	PRON
ajam-221	157	2	|	|	ADV
ajam-221	157	3	z	z	NOUN
ajam-221	157	4	~	~	PUNCT
ajam-221	157	5	n	n	X
ajam-221	157	6	(	(	PUNCT
ajam-221	157	7	0,1	0,1	NUM
ajam-221	157	8	)	)	PUNCT
ajam-221	157	9	(	(	PUNCT
ajam-221	157	10	4	4	X
ajam-221	157	11	)	)	PUNCT
ajam-221	157	12	i	i	PRON
ajam-221	157	13	table	table	VERB
ajam-221	157	14	1	1	NUM
ajam-221	157	15	.	.	PUNCT
ajam-221	158	1	varieties	variety	NOUN
ajam-221	158	2	grown	grow	VERB
ajam-221	158	3	,	,	PUNCT
ajam-221	158	4	their	their	PRON
ajam-221	158	5	morphological	morphological	ADJ
ajam-221	158	6	characteristics	characteristic	NOUN
ajam-221	158	7	,	,	PUNCT
ajam-221	158	8	local	local	ADJ
ajam-221	158	9	names	name	NOUN
ajam-221	158	10	,	,	PUNCT
ajam-221	158	11	incidences	incidence	NOUN
ajam-221	158	12	and	and	CCONJ
ajam-221	158	13	the	the	DET
ajam-221	158	14	year	year	NOUN
ajam-221	158	15	of	of	ADP
ajam-221	158	16	release	release	NOUN
ajam-221	158	17	.	.	PUNCT
ajam-221	159	1	variety	variety	NOUN
ajam-221	159	2	,	,	PUNCT
ajam-221	159	3	local	local	ADJ
ajam-221	159	4	name(s	name(s	NOUN
ajam-221	159	5	)	)	PUNCT
ajam-221	159	6	researcher	researcher	NOUN
ajam-221	159	7	classification/	classification/	NUM
ajam-221	159	8	year	year	NOUN
ajam-221	159	9	of	of	ADP
ajam-221	159	10	release	release	NOUN
ajam-221	159	11	/	/	SYM
ajam-221	159	12	origin	origin	NOUN
ajam-221	159	13	household	household	NOUN
ajam-221	159	14	share	share	NOUN
ajam-221	159	15	(	(	PUNCT
ajam-221	159	16	%	%	INTJ
ajam-221	159	17	)	)	PUNCT
ajam-221	159	18	morphological	morphological	ADJ
ajam-221	159	19	characteristics	characteristic	NOUN
ajam-221	159	20	nyayo	nyayo	PROPN
ajam-221	159	21	or	or	CCONJ
ajam-221	159	22	maina	maina	PROPN
ajam-221	159	23	glp2	glp2	PROPN
ajam-221	159	24	large	large	ADJ
ajam-221	159	25	red	red	NOUN
ajam-221	159	26	mottled	mottle	VERB
ajam-221	159	27	early	early	ADJ
ajam-221	159	28	1980s	1980s	NUM
ajam-221	159	29	71.5	71.5	NUM
ajam-221	159	30	amini	amini	PROPN
ajam-221	159	31	glp2	glp2	PROPN
ajam-221	159	32	very	very	ADV
ajam-221	159	33	large	large	ADJ
ajam-221	159	34	red	red	NOUN
ajam-221	159	35	mottled	mottle	VERB
ajam-221	159	36	4.9	4.9	NUM
ajam-221	159	37	rosecoco	rosecoco	NOUN
ajam-221	159	38	glp2	glp2	PROPN
ajam-221	159	39	medium	medium	ADJ
ajam-221	159	40	purple	purple	NOUN
ajam-221	159	41	mottled	mottle	VERB
ajam-221	159	42	early	early	ADJ
ajam-221	159	43	1980s	1980	NOUN
ajam-221	159	44	13.8	13.8	NUM
ajam-221	159	45	nyayo	nyayo	ADV
ajam-221	159	46	short	short	ADJ
ajam-221	159	47	,	,	PUNCT
ajam-221	159	48	saitoti	saitoti	PROPN
ajam-221	159	49	or	or	CCONJ
ajam-221	159	50	short	short	PROPN
ajam-221	159	51	maina	maina	PROPN
ajam-221	159	52	glp2	glp2	PROPN
ajam-221	159	53	medium	medium	PROPN
ajam-221	159	54	red	red	NOUN
ajam-221	159	55	mottled	mottle	VERB
ajam-221	159	56	17.9	17.9	NUM
ajam-221	159	57	kakunzu	kakunzu	PROPN
ajam-221	159	58	local	local	ADJ
ajam-221	159	59	purple	purple	ADJ
ajam-221	159	60	stripes	stripe	NOUN
ajam-221	159	61	on	on	ADP
ajam-221	159	62	cream	cream	NOUN
ajam-221	159	63	8.9	8.9	NUM
ajam-221	159	64	mwezimoja	mwezimoja	PROPN
ajam-221	159	65	glp1127or	glp1127or	PROPN
ajam-221	159	66	glp1004	glp1004	PROPN
ajam-221	159	67	medium	medium	ADJ
ajam-221	159	68	purple	purple	NOUN
ajam-221	159	69	or	or	CCONJ
ajam-221	159	70	grey	grey	NOUN
ajam-221	159	71	speckled	speckle	VERB
ajam-221	159	72	early	early	ADJ
ajam-221	159	73	1980s	1980	NOUN
ajam-221	159	74	land	land	NOUN
ajam-221	159	75	race	race	NOUN
ajam-221	159	76	)	)	PUNCT
ajam-221	159	77	7.3	7.3	NUM
ajam-221	159	78	katumbuka	katumbuka	PROPN
ajam-221	159	79	,	,	PUNCT
ajam-221	159	80	mwitemania	mwitemania	PROPN
ajam-221	159	81	,	,	PUNCT
ajam-221	159	82	katinga	katinga	PROPN
ajam-221	159	83	or	or	CCONJ
ajam-221	159	84	maddu	maddu	PROPN
ajam-221	159	85	glpx92	glpx92	NOUN
ajam-221	159	86	medium	medium	ADJ
ajam-221	159	87	pinto	pinto	NOUN
ajam-221	159	88	early	early	ADJ
ajam-221	159	89	1980s	1980s	NUM
ajam-221	159	90	land	land	NOUN
ajam-221	159	91	race	race	NOUN
ajam-221	159	92	)	)	PUNCT
ajam-221	159	93	87.0	87.0	NUM
ajam-221	159	94	wairimu	wairimu	NOUN
ajam-221	159	95	,	,	PUNCT
ajam-221	159	96	katune	katune	PROPN
ajam-221	159	97	or	or	CCONJ
ajam-221	159	98	kamusina	kamusina	PROPN
ajam-221	159	99	glp585	glp585	PROPN
ajam-221	159	100	small	small	ADJ
ajam-221	159	101	red	red	ADJ
ajam-221	159	102	haricot	haricot	PROPN
ajam-221	159	103	early	early	ADJ
ajam-221	159	104	1980s	1980s	NUM
ajam-221	159	105	12.2	12.2	NUM
ajam-221	159	106	kitui	kitui	PROPN
ajam-221	159	107	glp24	glp24	PROPN
ajam-221	159	108	large	large	ADJ
ajam-221	159	109	dark	dark	ADJ
ajam-221	159	110	red	red	ADJ
ajam-221	159	111	kidney	kidney	NOUN
ajam-221	159	112	pre	pre	VERB
ajam-221	159	113	-	-	VERB
ajam-221	159	114	released	release	VERB
ajam-221	159	115	1993	1993	NUM
ajam-221	159	116	14.6	14.6	NUM
ajam-221	159	117	kitui	kitui	NOUN
ajam-221	159	118	small	small	ADJ
ajam-221	159	119	;	;	PUNCT
ajam-221	159	120	glp24	glp24	NOUN
ajam-221	159	121	small	small	ADJ
ajam-221	159	122	dark	dark	ADJ
ajam-221	159	123	red	red	ADJ
ajam-221	159	124	kidney	kidney	PROPN
ajam-221	159	125	kayellow	kayellow	PROPN
ajam-221	159	126	,	,	PUNCT
ajam-221	159	127	kathika	kathika	NOUN
ajam-221	159	128	,	,	PUNCT
ajam-221	159	129	or	or	CCONJ
ajam-221	159	130	ka	ka	ADJ
ajam-221	159	131	-	-	PUNCT
ajam-221	159	132	green	green	PROPN
ajam-221	159	133	katb1	katb1	PROPN
ajam-221	159	134	medium	medium	PROPN
ajam-221	159	135	yellow	yellow	ADJ
ajam-221	159	136	/	/	SYM
ajam-221	159	137	green	green	ADJ
ajam-221	159	138	round	round	NOUN
ajam-221	159	139	shaped	shape	VERB
ajam-221	159	140	pre	pre	VERB
ajam-221	159	141	-	-	VERB
ajam-221	159	142	released	release	VERB
ajam-221	159	143	1985	1985	NUM
ajam-221	159	144	34.6	34.6	NUM
ajam-221	159	145	ikoso	ikoso	NOUN
ajam-221	159	146	,	,	PUNCT
ajam-221	159	147	ngoloso	ngoloso	NOUN
ajam-221	159	148	or	or	CCONJ
ajam-221	159	149	itulenge	itulenge	VERB
ajam-221	159	150	local	local	ADJ
ajam-221	159	151	black	black	NOUN
ajam-221	159	152	with	with	ADP
ajam-221	159	153	white	white	ADJ
ajam-221	159	154	stripes	stripe	NOUN
ajam-221	159	155	15.5	15.5	NUM
ajam-221	159	156	kamwithiokya	kamwithiokya	NOUN
ajam-221	159	157	local	local	ADJ
ajam-221	159	158	black	black	ADJ
ajam-221	159	159	source	source	NOUN
ajam-221	159	160	:	:	PUNCT
ajam-221	159	161	kenyan	kenyan	ADJ
ajam-221	159	162	seed	seed	NOUN
ajam-221	159	163	company	company	NOUN
ajam-221	159	164	in	in	ADP
ajam-221	159	165	spilsbury	spilsbury	PROPN
ajam-221	159	166	et	et	PROPN
ajam-221	159	167	al	al	PROPN
ajam-221	159	168	.	.	PROPN
ajam-221	160	1	(	(	PUNCT
ajam-221	160	2	2004	2004	NUM
ajam-221	160	3	)	)	PUNCT
ajam-221	160	4	updated	update	VERB
ajam-221	160	5	with	with	ADP
ajam-221	160	6	survey	survey	NOUN
ajam-221	160	7	data	datum	NOUN
ajam-221	160	8	.	.	PUNCT
ajam-221	161	1	β	β	X
ajam-221	161	2	is	be	AUX
ajam-221	161	3	a	a	DET
ajam-221	161	4	vector	vector	NOUN
ajam-221	161	5	of	of	ADP
ajam-221	161	6	parameters	parameter	NOUN
ajam-221	161	7	to	to	PART
ajam-221	161	8	be	be	AUX
ajam-221	161	9	estimated	estimate	VERB
ajam-221	161	10	while	while	SCONJ
ajam-221	161	11	ε	ε	PROPN
ajam-221	161	12	i	i	PRON
ajam-221	161	13	is	be	AUX
ajam-221	161	14	a	a	DET
ajam-221	161	15	vector	vector	NOUN
ajam-221	161	16	of	of	ADP
ajam-221	161	17	random	random	ADJ
ajam-221	161	18	component	component	NOUN
ajam-221	161	19	assumed	assume	VERB
ajam-221	161	20	to	to	PART
ajam-221	161	21	be	be	AUX
ajam-221	161	22	randomly	randomly	ADV
ajam-221	161	23	distributed	distribute	VERB
ajam-221	161	24	with	with	ADP
ajam-221	161	25	zero	zero	NUM
ajam-221	161	26	mean	mean	ADJ
ajam-221	161	27	and	and	CCONJ
ajam-221	161	28	constant	constant	ADJ
ajam-221	161	29	variance	variance	NOUN
ajam-221	161	30	in	in	ADP
ajam-221	161	31	(	(	PUNCT
ajam-221	161	32	0,σ	0,σ	PROPN
ajam-221	161	33	2	2	NUM
ajam-221	161	34	)	)	PUNCT
ajam-221	161	35	.	.	PUNCT
ajam-221	162	1	there	there	PRON
ajam-221	162	2	is	be	VERB
ajam-221	162	3	a	a	DET
ajam-221	162	4	possibility	possibility	NOUN
ajam-221	162	5	that	that	SCONJ
ajam-221	162	6	one	one	NUM
ajam-221	162	7	household	household	NOUN
ajam-221	162	8	grows	grow	VERB
ajam-221	162	9	both	both	DET
ajam-221	162	10	glpx92	glpx92	NOUN
ajam-221	162	11	and	and	CCONJ
ajam-221	162	12	glp2	glp2	VERB
ajam-221	162	13	large	large	ADJ
ajam-221	162	14	red	red	NOUN
ajam-221	162	15	mottled	mottle	VERB
ajam-221	162	16	.	.	PUNCT
ajam-221	163	1	this	this	PRON
ajam-221	163	2	implies	imply	VERB
ajam-221	163	3	that	that	SCONJ
ajam-221	163	4	the	the	DET
ajam-221	163	5	factors	factor	NOUN
ajam-221	163	6	that	that	PRON
ajam-221	163	7	influence	influence	VERB
ajam-221	163	8	demand	demand	NOUN
ajam-221	163	9	of	of	ADP
ajam-221	163	10	one	one	NUM
ajam-221	163	11	variety	variety	NOUN
ajam-221	163	12	are	be	AUX
ajam-221	163	13	also	also	ADV
ajam-221	163	14	likely	likely	ADJ
ajam-221	163	15	to	to	PART
ajam-221	163	16	influence	influence	VERB
ajam-221	163	17	demand	demand	NOUN
ajam-221	163	18	for	for	ADP
ajam-221	163	19	the	the	DET
ajam-221	163	20	other	other	ADJ
ajam-221	163	21	.	.	PUNCT
ajam-221	164	1	this	this	PRON
ajam-221	164	2	is	be	AUX
ajam-221	164	3	likely	likely	ADJ
ajam-221	164	4	to	to	PART
ajam-221	164	5	induce	induce	VERB
ajam-221	164	6	correlation	correlation	NOUN
ajam-221	164	7	between	between	ADP
ajam-221	164	8	the	the	DET
ajam-221	164	9	unobserved	unobserved	ADJ
ajam-221	164	10	heterogeneity	heterogeneity	NOUN
ajam-221	164	11	in	in	ADP
ajam-221	164	12	the	the	DET
ajam-221	164	13	two	two	NUM
ajam-221	164	14	variety	variety	NOUN
ajam-221	164	15	demand	demand	NOUN
ajam-221	164	16	equations	equation	NOUN
ajam-221	164	17	.	.	PUNCT
ajam-221	165	1	however	however	ADV
ajam-221	165	2	,	,	PUNCT
ajam-221	165	3	according	accord	VERB
ajam-221	165	4	to	to	ADP
ajam-221	165	5	greene	greene	PROPN
ajam-221	165	6	(	(	PUNCT
ajam-221	165	7	2000	2000	NUM
ajam-221	165	8	,	,	PUNCT
ajam-221	165	9	p.	p.	NOUN
ajam-221	165	10	616	616	NUM
ajam-221	165	11	)	)	PUNCT
ajam-221	165	12	there	there	PRON
ajam-221	165	13	is	be	VERB
ajam-221	165	14	no	no	DET
ajam-221	165	15	gain	gain	NOUN
ajam-221	165	16	in	in	ADP
ajam-221	165	17	statistical	statistical	ADJ
ajam-221	165	18	efficiency	efficiency	NOUN
ajam-221	165	19	from	from	ADP
ajam-221	165	20	estimating	estimate	VERB
ajam-221	165	21	the	the	DET
ajam-221	165	22	two	two	NUM
ajam-221	165	23	equations	equation	NOUN
ajam-221	165	24	jointly	jointly	ADV
ajam-221	165	25	when	when	SCONJ
ajam-221	165	26	the	the	DET
ajam-221	165	27	set	set	NOUN
ajam-221	165	28	of	of	ADP
ajam-221	165	29	explanatory	explanatory	ADJ
ajam-221	165	30	variables	variable	NOUN
ajam-221	165	31	is	be	AUX
ajam-221	165	32	identical	identical	ADJ
ajam-221	165	33	in	in	ADP
ajam-221	165	34	both	both	DET
ajam-221	165	35	equations	equation	NOUN
ajam-221	165	36	(	(	PUNCT
ajam-221	165	37	greene	greene	PROPN
ajam-221	165	38	,	,	PUNCT
ajam-221	165	39	2000	2000	NUM
ajam-221	165	40	,	,	PUNCT
ajam-221	165	41	p.	p.	NOUN
ajam-221	165	42	616	616	NUM
ajam-221	165	43	)	)	PUNCT
ajam-221	165	44	.	.	PUNCT
ajam-221	166	1	based	base	VERB
ajam-221	166	2	on	on	ADP
ajam-221	166	3	this	this	PRON
ajam-221	166	4	,	,	PUNCT
ajam-221	166	5	each	each	DET
ajam-221	166	6	variety	variety	NOUN
ajam-221	166	7	demand	demand	NOUN
ajam-221	166	8	equation	equation	NOUN
ajam-221	166	9	was	be	AUX
ajam-221	166	10	treated	treat	VERB
ajam-221	166	11	separately	separately	ADV
ajam-221	166	12	.	.	PUNCT
ajam-221	167	1	results	result	NOUN
ajam-221	167	2	assessing	assess	VERB
ajam-221	167	3	the	the	DET
ajam-221	167	4	relative	relative	ADJ
ajam-221	167	5	importance	importance	NOUN
ajam-221	167	6	of	of	ADP
ajam-221	167	7	common	common	ADJ
ajam-221	167	8	bean	bean	NOUN
ajam-221	167	9	attributes	attribute	NOUN
ajam-221	167	10	to	to	ADP
ajam-221	167	11	farmers	farmer	NOUN
ajam-221	167	12	generally	generally	ADV
ajam-221	167	13	,	,	PUNCT
ajam-221	167	14	farmers	farmer	NOUN
ajam-221	167	15	prefer	prefer	VERB
ajam-221	167	16	many	many	ADJ
ajam-221	167	17	common	common	ADJ
ajam-221	167	18	bean	bean	NOUN
ajam-221	167	19	attributes	attribute	NOUN
ajam-221	167	20	.	.	PUNCT
ajam-221	168	1	four	four	NUM
ajam-221	168	2	production	production	NOUN
ajam-221	168	3	attributes	attribute	NOUN
ajam-221	168	4	and	and	CCONJ
ajam-221	168	5	one	one	NUM
ajam-221	168	6	consumption	consumption	NOUN
ajam-221	168	7	attribute	attribute	NOUN
ajam-221	168	8	were	be	AUX
ajam-221	168	9	rated	rate	VERB
ajam-221	168	10	important	important	ADJ
ajam-221	168	11	with	with	ADP
ajam-221	168	12	an	an	DET
ajam-221	168	13	average	average	ADJ
ajam-221	168	14	rating	rating	NOUN
ajam-221	168	15	of	of	ADP
ajam-221	168	16	more	more	ADJ
ajam-221	168	17	than	than	ADP
ajam-221	168	18	2.5	2.5	NUM
ajam-221	168	19	on	on	ADP
ajam-221	168	20	a	a	DET
ajam-221	168	21	three	three	NUM
ajam-221	168	22	point	point	NOUN
ajam-221	168	23	scale	scale	NOUN
ajam-221	168	24	(	(	PUNCT
ajam-221	168	25	table	table	NOUN
ajam-221	168	26	4	4	NUM
ajam-221	168	27	)	)	PUNCT
ajam-221	168	28	.	.	PUNCT
ajam-221	169	1	this	this	PRON
ajam-221	169	2	reflects	reflect	VERB
ajam-221	169	3	the	the	DET
ajam-221	169	4	wide	wide	ADJ
ajam-221	169	5	range	range	NOUN
ajam-221	169	6	of	of	ADP
ajam-221	169	7	production	production	NOUN
ajam-221	169	8	constraints	constraint	NOUN
ajam-221	169	9	faced	face	VERB
ajam-221	169	10	by	by	ADP
ajam-221	169	11	the	the	DET
ajam-221	169	12	households	household	NOUN
ajam-221	169	13	in	in	ADP
ajam-221	169	14	the	the	DET
ajam-221	169	15	drought	drought	NOUN
ajam-221	169	16	areas	area	NOUN
ajam-221	169	17	of	of	ADP
ajam-221	169	18	kenya	kenya	PROPN
ajam-221	169	19	and	and	CCONJ
ajam-221	169	20	the	the	DET
ajam-221	169	21	importance	importance	NOUN
ajam-221	169	22	of	of	ADP
ajam-221	169	23	varietal	varietal	ADJ
ajam-221	169	24	adaptation	adaptation	NOUN
ajam-221	169	25	.	.	PUNCT
ajam-221	170	1	the	the	DET
ajam-221	170	2	kruskal	kruskal	PROPN
ajam-221	170	3	wallis	wallis	PROPN
ajam-221	170	4	one	one	NUM
ajam-221	170	5	-	-	PUNCT
ajam-221	170	6	way	way	NOUN
ajam-221	170	7	analysis	analysis	NOUN
ajam-221	170	8	of	of	ADP
ajam-221	170	9	variance	variance	NOUN
ajam-221	170	10	by	by	ADP
ajam-221	170	11	ranks	rank	NOUN
ajam-221	170	12	indicates	indicate	VERB
ajam-221	170	13	no	no	DET
ajam-221	170	14	variation	variation	NOUN
ajam-221	170	15	in	in	ADP
ajam-221	170	16	the	the	DET
ajam-221	170	17	relative	relative	ADJ
ajam-221	170	18	importance	importance	NOUN
ajam-221	170	19	for	for	SCONJ
ajam-221	170	20	all	all	DET
ajam-221	170	21	the	the	DET
ajam-221	170	22	production	production	NOUN
ajam-221	170	23	attributes	attribute	VERB
ajam-221	170	24	across	across	ADP
ajam-221	170	25	household	household	NOUN
ajam-221	170	26	categories	category	NOUN
ajam-221	170	27	defined	define	VERB
ajam-221	170	28	by	by	ADP
ajam-221	170	29	livelihood	livelihood	NOUN
ajam-221	170	30	groups	group	NOUN
ajam-221	170	31	.	.	PUNCT
ajam-221	171	1	this	this	PRON
ajam-221	171	2	means	mean	VERB
ajam-221	171	3	that	that	SCONJ
ajam-221	171	4	these	these	DET
ajam-221	171	5	production	production	NOUN
ajam-221	171	6	attributes	attribute	NOUN
ajam-221	171	7	are	be	AUX
ajam-221	171	8	preferred	prefer	VERB
ajam-221	171	9	equally	equally	ADV
ajam-221	171	10	across	across	ADP
ajam-221	171	11	households	household	NOUN
ajam-221	171	12	in	in	ADP
ajam-221	171	13	the	the	DET
ajam-221	171	14	study	study	NOUN
ajam-221	171	15	area	area	NOUN
ajam-221	171	16	because	because	SCONJ
ajam-221	171	17	production	production	NOUN
ajam-221	171	18	constraints	constraint	NOUN
ajam-221	171	19	affect	affect	VERB
ajam-221	171	20	them	they	PRON
ajam-221	171	21	in	in	ADP
ajam-221	171	22	the	the	DET
ajam-221	171	23	same	same	ADJ
ajam-221	171	24	way	way	NOUN
ajam-221	171	25	.	.	PUNCT
ajam-221	172	1	similarly	similarly	ADV
ajam-221	172	2	,	,	PUNCT
ajam-221	172	3	the	the	DET
ajam-221	172	4	relative	relative	ADJ
ajam-221	172	5	importance	importance	NOUN
ajam-221	172	6	for	for	ADP
ajam-221	172	7	high	high	ADJ
ajam-221	172	8	keeping	keep	VERB
ajam-221	172	9	quality	quality	NOUN
ajam-221	172	10	and	and	CCONJ
ajam-221	172	11	grain	grain	NOUN
ajam-221	172	12	colour	colour	NOUN
ajam-221	172	13	does	do	AUX
ajam-221	172	14	not	not	PART
ajam-221	172	15	show	show	VERB
ajam-221	172	16	significant	significant	ADJ
ajam-221	172	17	variation	variation	NOUN
ajam-221	172	18	across	across	ADP
ajam-221	172	19	household	household	NOUN
ajam-221	172	20	categories	category	NOUN
ajam-221	172	21	,	,	PUNCT
ajam-221	172	22	which	which	PRON
ajam-221	172	23	implies	imply	VERB
ajam-221	172	24	that	that	SCONJ
ajam-221	172	25	preferences	preference	NOUN
ajam-221	172	26	for	for	ADP
ajam-221	172	27	these	these	DET
ajam-221	172	28	attributes	attribute	NOUN
ajam-221	172	29	do	do	AUX
ajam-221	172	30	not	not	PART
ajam-221	172	31	depend	depend	VERB
ajam-221	172	32	on	on	ADP
ajam-221	172	33	the	the	DET
ajam-221	172	34	household	household	NOUN
ajam-221	172	35	socioeconomic	socioeconomic	ADJ
ajam-221	172	36	background	background	NOUN
ajam-221	172	37	.	.	PUNCT
ajam-221	173	1	however	however	ADV
ajam-221	173	2	,	,	PUNCT
ajam-221	173	3	ratings	rating	NOUN
ajam-221	173	4	for	for	ADP
ajam-221	173	5	a	a	DET
ajam-221	173	6	less	less	ADV
ajam-221	173	7	cooking	cooking	NOUN
ajam-221	173	8	time	time	NOUN
ajam-221	173	9	variety	variety	NOUN
ajam-221	173	10	,	,	PUNCT
ajam-221	173	11	grain	grain	NOUN
ajam-221	173	12	size	size	NOUN
ajam-221	173	13	and	and	CCONJ
ajam-221	173	14	low	low	ADJ
ajam-221	173	15	flatulence	flatulence	NOUN
ajam-221	173	16	,	,	PUNCT
ajam-221	173	17	also	also	ADV
ajam-221	173	18	consumption	consumption	NOUN
ajam-221	173	19	attributes	attribute	NOUN
ajam-221	173	20	,	,	PUNCT
ajam-221	173	21	vary	vary	VERB
ajam-221	173	22	across	across	ADP
ajam-221	173	23	household	household	NOUN
ajam-221	173	24	categories	category	NOUN
ajam-221	173	25	,	,	PUNCT
ajam-221	173	26	with	with	ADP
ajam-221	173	27	the	the	DET
ajam-221	173	28	households	household	NOUN
ajam-221	173	29	in	in	ADP
ajam-221	173	30	the	the	DET
ajam-221	173	31	middle	middle	ADJ
ajam-221	173	32	stratum	stratum	NOUN
ajam-221	173	33	attaching	attach	VERB
ajam-221	173	34	relatively	relatively	ADV
ajam-221	173	35	less	less	ADJ
ajam-221	173	36	importance	importance	NOUN
ajam-221	173	37	on	on	ADP
ajam-221	173	38	less	less	ADJ
ajam-221	173	39	cooking	cooking	NOUN
ajam-221	173	40	time	time	NOUN
ajam-221	173	41	as	as	SCONJ
ajam-221	173	42	compared	compare	VERB
ajam-221	173	43	to	to	ADP
ajam-221	173	44	those	those	PRON
ajam-221	173	45	in	in	ADP
ajam-221	173	46	the	the	DET
ajam-221	173	47	top	top	ADJ
ajam-221	173	48	and	and	CCONJ
ajam-221	173	49	bottom	bottom	ADJ
ajam-221	173	50	strata	strata	NOUN
ajam-221	173	51	.	.	PUNCT
ajam-221	174	1	households	household	NOUN
ajam-221	174	2	in	in	ADP
ajam-221	174	3	the	the	DET
ajam-221	174	4	top	top	ADJ
ajam-221	174	5	stratum	stratum	NOUN
ajam-221	174	6	also	also	ADV
ajam-221	174	7	expressed	express	VERB
ajam-221	174	8	high	high	ADJ
ajam-221	174	9	preference	preference	NOUN
ajam-221	174	10	for	for	ADP
ajam-221	174	11	low	low	ADJ
ajam-221	174	12	flatulence	flatulence	NOUN
ajam-221	174	13	and	and	CCONJ
ajam-221	174	14	grain	grain	NOUN
ajam-221	174	15	size	size	NOUN
ajam-221	174	16	than	than	ADP
ajam-221	174	17	the	the	DET
ajam-221	174	18	poorer	poor	ADJ
ajam-221	174	19	households	household	NOUN
ajam-221	174	20	.	.	PUNCT
ajam-221	175	1	distribution	distribution	NOUN
ajam-221	175	2	of	of	ADP
ajam-221	175	3	the	the	DET
ajam-221	175	4	important	important	ADJ
ajam-221	175	5	attributes	attribute	NOUN
ajam-221	175	6	in	in	ADP
ajam-221	175	7	the	the	DET
ajam-221	175	8	varieties	variety	NOUN
ajam-221	175	9	grown	grow	VERB
ajam-221	175	10	farmers	farmer	NOUN
ajam-221	175	11	were	be	AUX
ajam-221	175	12	asked	ask	VERB
ajam-221	175	13	to	to	PART
ajam-221	175	14	rate	rate	VERB
ajam-221	175	15	each	each	DET
ajam-221	175	16	variety	variety	NOUN
ajam-221	175	17	according	accord	VERB
ajam-221	175	18	to	to	ADP
ajam-221	175	19	the	the	DET
ajam-221	175	20	selected	select	VERB
ajam-221	175	21	production	production	NOUN
ajam-221	175	22	and	and	CCONJ
ajam-221	175	23	consumption	consumption	NOUN
ajam-221	175	24	attributes	attribute	NOUN
ajam-221	175	25	.	.	PUNCT
ajam-221	176	1	results	result	NOUN
ajam-221	176	2	summarized	summarize	VERB
ajam-221	176	3	in	in	ADP
ajam-221	176	4	table	table	NOUN
ajam-221	176	5	5	5	NUM
ajam-221	176	6	shows	show	VERB
ajam-221	176	7	that	that	SCONJ
ajam-221	176	8	varieties	variety	NOUN
ajam-221	176	9	differ	differ	VERB
ajam-221	176	10	in	in	ADP
ajam-221	176	11	their	their	PRON
ajam-221	176	12	supply	supply	NOUN
ajam-221	176	13	of	of	ADP
ajam-221	176	14	attributes	attribute	NOUN
ajam-221	176	15	preferred	prefer	VERB
ajam-221	176	16	by	by	ADP
ajam-221	176	17	households	household	NOUN
ajam-221	176	18	.	.	PUNCT
ajam-221	177	1	glpx92	glpx92	PROPN
ajam-221	177	2	,	,	PUNCT
ajam-221	177	3	the	the	DET
ajam-221	177	4	most	most	ADV
ajam-221	177	5	popular	popular	ADJ
ajam-221	177	6	variety	variety	NOUN
ajam-221	177	7	is	be	AUX
ajam-221	177	8	rated	rate	VERB
ajam-221	177	9	above	above	ADP
ajam-221	177	10	average	average	ADJ
ajam-221	177	11	(	(	PUNCT
ajam-221	177	12	3.7	3.7	NUM
ajam-221	177	13	on	on	ADP
ajam-221	177	14	a	a	DET
ajam-221	177	15	5	5	NUM
ajam-221	177	16	point	point	NOUN
ajam-221	177	17	scale	scale	NOUN
ajam-221	177	18	)	)	PUNCT
ajam-221	177	19	for	for	ADP
ajam-221	177	20	drought	drought	NOUN
ajam-221	177	21	tolerance	tolerance	NOUN
ajam-221	177	22	,	,	PUNCT
ajam-221	177	23	yield	yield	NOUN
ajam-221	177	24	and	and	CCONJ
ajam-221	177	25	tolerance	tolerance	NOUN
ajam-221	177	26	to	to	ADP
ajam-221	177	27	poor	poor	ADJ
ajam-221	177	28	soils	soil	NOUN
ajam-221	177	29	.	.	PUNCT
ajam-221	178	1	on	on	ADP
ajam-221	178	2	the	the	DET
ajam-221	178	3	other	other	ADJ
ajam-221	178	4	hand	hand	NOUN
ajam-221	178	5	,	,	PUNCT
ajam-221	178	6	the	the	DET
ajam-221	178	7	table	table	NOUN
ajam-221	178	8	2	2	NUM
ajam-221	178	9	.	.	PUNCT
ajam-221	178	10	definition	definition	NOUN
ajam-221	178	11	of	of	ADP
ajam-221	178	12	empirical	empirical	ADJ
ajam-221	178	13	variables	variable	NOUN
ajam-221	178	14	included	include	VERB
ajam-221	178	15	in	in	ADP
ajam-221	178	16	the	the	DET
ajam-221	178	17	analysis	analysis	NOUN
ajam-221	178	18	,	,	PUNCT
ajam-221	178	19	hypothesized	hypothesize	VERB
ajam-221	178	20	effects	effect	NOUN
ajam-221	178	21	and	and	CCONJ
ajam-221	178	22	the	the	DET
ajam-221	178	23	summary	summary	NOUN
ajam-221	178	24	of	of	ADP
ajam-221	178	25	the	the	DET
ajam-221	178	26	descriptive	descriptive	ADJ
ajam-221	178	27	statistics	statistic	NOUN
ajam-221	178	28	.	.	PUNCT
ajam-221	179	1	variable	variable	ADJ
ajam-221	179	2	definition	definition	NOUN
ajam-221	179	3	expected	expect	VERB
ajam-221	179	4	effect	effect	NOUN
ajam-221	179	5	mean	mean	VERB
ajam-221	179	6	sd	sd	ADP
ajam-221	179	7	dependent	dependent	ADJ
ajam-221	179	8	variable	variable	ADJ
ajam-221	179	9	glpx92	glpx92	NOUN
ajam-221	179	10	share	share	NOUN
ajam-221	179	11	of	of	ADP
ajam-221	179	12	common	common	ADJ
ajam-221	179	13	bean	bean	NOUN
ajam-221	179	14	allocated	allocate	VERB
ajam-221	179	15	to	to	ADP
ajam-221	179	16	glpx92	glpx92	NOUN
ajam-221	179	17	variety	variety	NOUN
ajam-221	179	18	during	during	ADP
ajam-221	179	19	the	the	DET
ajam-221	179	20	0.250	0.250	NUM
ajam-221	179	21	0.217	0.217	NUM
ajam-221	179	22	2008/2007	2008/2007	NUM
ajam-221	179	23	cropping	cropping	NOUN
ajam-221	179	24	year	year	NOUN
ajam-221	179	25	glp2	glp2	VERB
ajam-221	179	26	large	large	ADJ
ajam-221	179	27	red	red	ADJ
ajam-221	179	28	mottled	mottled	ADJ
ajam-221	179	29	share	share	NOUN
ajam-221	179	30	of	of	ADP
ajam-221	179	31	common	common	ADJ
ajam-221	179	32	bean	bean	NOUN
ajam-221	179	33	allocated	allocate	VERB
ajam-221	179	34	to	to	PART
ajam-221	179	35	glp2	glp2	VERB
ajam-221	179	36	large	large	ADJ
ajam-221	179	37	red	red	NOUN
ajam-221	179	38	mottled	mottle	VERB
ajam-221	179	39	0.186	0.186	NUM
ajam-221	179	40	0.142	0.142	NUM
ajam-221	179	41	variety	variety	NOUN
ajam-221	179	42	during	during	ADP
ajam-221	179	43	the	the	DET
ajam-221	179	44	2008/2007	2008/2007	NUM
ajam-221	179	45	cropping	cropping	NOUN
ajam-221	179	46	year	year	NOUN
ajam-221	179	47	attribute	attribute	NOUN
ajam-221	179	48	consumption	consumption	NOUN
ajam-221	179	49	flavour	flavour	NOUN
ajam-221	179	50	production	production	NOUN
ajam-221	179	51	related	relate	VERB
ajam-221	179	52	household	household	NOUN
ajam-221	179	53	characteristics	characteristic	NOUN
ajam-221	179	54	education	education	NOUN
ajam-221	179	55	dependency	dependency	NOUN
ajam-221	179	56	ratio	ratio	NOUN
ajam-221	179	57	household	household	NOUN
ajam-221	179	58	wealth	wealth	NOUN
ajam-221	179	59	exogenous	exogenous	ADJ
ajam-221	179	60	income	income	NOUN
ajam-221	179	61	farm	farm	NOUN
ajam-221	179	62	characteristics	characteristic	NOUN
ajam-221	179	63	scale	scale	NOUN
ajam-221	179	64	of	of	ADP
ajam-221	179	65	production	production	NOUN
ajam-221	179	66	diversity	diversity	NOUN
ajam-221	179	67	of	of	ADP
ajam-221	179	68	farm	farm	NOUN
ajam-221	179	69	soil	soil	NOUN
ajam-221	179	70	types	type	NOUN
ajam-221	179	71	market	market	NOUN
ajam-221	179	72	access	access	NOUN
ajam-221	179	73	value	value	NOUN
ajam-221	179	74	of	of	ADP
ajam-221	179	75	donkey	donkey	NOUN
ajam-221	179	76	production	production	NOUN
ajam-221	179	77	orientation	orientation	NOUN
ajam-221	179	78	an	an	DET
ajam-221	179	79	index	index	NOUN
ajam-221	179	80	derived	derive	VERB
ajam-221	179	81	from	from	ADP
ajam-221	179	82	factor	factor	NOUN
ajam-221	179	83	analysis	analysis	NOUN
ajam-221	179	84	of	of	ADP
ajam-221	179	85	attributes	attribute	NOUN
ajam-221	179	86	where	where	SCONJ
ajam-221	179	87	+	+	NOUN
ajam-221	179	88	/0.114	/0.114	SYM
ajam-221	179	89	0.723	0.723	NUM
ajam-221	179	90	consumption	consumption	NOUN
ajam-221	179	91	attributes	attribute	NOUN
ajam-221	179	92	loaded	load	VERB
ajam-221	179	93	heavily	heavily	ADV
ajam-221	179	94	an	an	DET
ajam-221	179	95	index	index	NOUN
ajam-221	179	96	derived	derive	VERB
ajam-221	179	97	from	from	ADP
ajam-221	179	98	factor	factor	NOUN
ajam-221	179	99	analysis	analysis	NOUN
ajam-221	179	100	of	of	ADP
ajam-221	179	101	attributes	attribute	NOUN
ajam-221	179	102	where	where	SCONJ
ajam-221	179	103	+	+	ADJ
ajam-221	179	104	/0.319	/0.319	NOUN
ajam-221	179	105	0.585	0.585	NUM
ajam-221	179	106	production	production	NOUN
ajam-221	179	107	attributes	attribute	NOUN
ajam-221	179	108	loaded	load	VERB
ajam-221	179	109	heavily	heavily	ADJ
ajam-221	179	110	years	year	NOUN
ajam-221	179	111	of	of	ADP
ajam-221	179	112	schooling	schooling	NOUN
ajam-221	179	113	,	,	PUNCT
ajam-221	179	114	household	household	NOUN
ajam-221	179	115	head	head	NOUN
ajam-221	179	116	+	+	CCONJ
ajam-221	179	117	7.70	7.70	NUM
ajam-221	179	118	3.66	3.66	NUM
ajam-221	179	119	proportion	proportion	NOUN
ajam-221	179	120	of	of	ADP
ajam-221	179	121	household	household	NOUN
ajam-221	179	122	members	member	NOUN
ajam-221	179	123	below	below	ADP
ajam-221	179	124	15	15	NUM
ajam-221	179	125	years	year	NOUN
ajam-221	179	126	and	and	CCONJ
ajam-221	179	127	above	above	ADP
ajam-221	179	128	+	+	NOUN
ajam-221	179	129	/	/	SYM
ajam-221	179	130	64	64	NUM
ajam-221	179	131	years	year	NOUN
ajam-221	179	132	of	of	ADP
ajam-221	179	133	age	age	NOUN
ajam-221	179	134	0.538	0.538	NUM
ajam-221	179	135	0.406	0.406	NUM
ajam-221	179	136	total	total	ADJ
ajam-221	179	137	value	value	NOUN
ajam-221	179	138	in	in	ADP
ajam-221	179	139	(	(	PUNCT
ajam-221	179	140	k.sh	k.sh	PROPN
ajam-221	179	141	)	)	PUNCT
ajam-221	179	142	of	of	ADP
ajam-221	179	143	consumer	consumer	NOUN
ajam-221	179	144	durables	durable	NOUN
ajam-221	179	145	(	(	PUNCT
ajam-221	179	146	i.e.	i.e.	X
ajam-221	179	147	bicycle	bicycle	NOUN
ajam-221	179	148	,	,	PUNCT
ajam-221	179	149	radio	radio	NOUN
ajam-221	179	150	)	)	PUNCT
ajam-221	179	151	+	+	PUNCT
ajam-221	179	152	and	and	CCONJ
ajam-221	179	153	livestock	livestock	VERB
ajam-221	179	154	62567.3	62567.3	NUM
ajam-221	179	155	22911.3	22911.3	NUM
ajam-221	179	156	a	a	DET
ajam-221	179	157	dummy	dummy	NOUN
ajam-221	179	158	capturing	capture	VERB
ajam-221	179	159	whether	whether	SCONJ
ajam-221	179	160	a	a	DET
ajam-221	179	161	household	household	NOUN
ajam-221	179	162	receives	receive	VERB
ajam-221	179	163	+	+	NOUN
ajam-221	179	164	/	/	SYM
ajam-221	179	165	remittances	remittance	NOUN
ajam-221	179	166	,	,	PUNCT
ajam-221	179	167	credit	credit	NOUN
ajam-221	179	168	,	,	PUNCT
ajam-221	179	169	or	or	CCONJ
ajam-221	179	170	non	non	ADJ
ajam-221	179	171	farm	farm	NOUN
ajam-221	179	172	/	/	SYM
ajam-221	179	173	labour	labour	NOUN
ajam-221	179	174	income	income	NOUN
ajam-221	179	175	0.277	0.277	NUM
ajam-221	179	176	0.452	0.452	NUM
ajam-221	179	177	total	total	ADJ
ajam-221	179	178	area	area	NOUN
ajam-221	179	179	(	(	PUNCT
ajam-221	179	180	ha	ha	INTJ
ajam-221	179	181	)	)	PUNCT
ajam-221	179	182	allocated	allocate	VERB
ajam-221	179	183	to	to	ADP
ajam-221	179	184	common	common	ADJ
ajam-221	179	185	bean	bean	NOUN
ajam-221	179	186	in	in	ADP
ajam-221	179	187	a	a	DET
ajam-221	179	188	year	year	NOUN
ajam-221	179	189	+	+	NOUN
ajam-221	179	190	/0.147	/0.147	NOUN
ajam-221	179	191	0.180	0.180	NUM
ajam-221	179	192	a	a	DET
ajam-221	179	193	shannon	shannon	PROPN
ajam-221	179	194	index	index	NOUN
ajam-221	179	195	of	of	ADP
ajam-221	179	196	soil	soil	NOUN
ajam-221	179	197	types	type	NOUN
ajam-221	179	198	on	on	ADP
ajam-221	179	199	the	the	DET
ajam-221	179	200	farm	farm	NOUN
ajam-221	179	201	cropped	cropped	ADJ
ajam-221	179	202	area	area	NOUN
ajam-221	179	203	1.350	1.350	NUM
ajam-221	179	204	0.610	0.610	NUM
ajam-221	179	205	total	total	ADJ
ajam-221	179	206	value	value	NOUN
ajam-221	179	207	in	in	ADP
ajam-221	179	208	(	(	PUNCT
ajam-221	179	209	k.sh	k.sh	PROPN
ajam-221	179	210	.	.	PUNCT
ajam-221	179	211	)	)	PUNCT
ajam-221	179	212	of	of	ADP
ajam-221	179	213	the	the	DET
ajam-221	179	214	donkey	donkey	NOUN
ajam-221	179	215	if	if	SCONJ
ajam-221	179	216	sold	sell	VERB
ajam-221	179	217	at	at	ADP
ajam-221	179	218	the	the	DET
ajam-221	179	219	time	time	NOUN
ajam-221	179	220	of	of	ADP
ajam-221	179	221	survey	survey	NOUN
ajam-221	179	222	+	+	CCONJ
ajam-221	179	223	1255.3	1255.3	NUM
ajam-221	179	224	2900.3	2900.3	NUM
ajam-221	179	225	dummy(=1	dummy(=1	NOUN
ajam-221	179	226	)	)	PUNCT
ajam-221	179	227	if	if	SCONJ
ajam-221	179	228	the	the	DET
ajam-221	179	229	farmer	farmer	NOUN
ajam-221	179	230	„	„	PUNCT
ajam-221	179	231	s	s	PART
ajam-221	179	232	primary	primary	ADJ
ajam-221	179	233	objective	objective	NOUN
ajam-221	179	234	of	of	ADP
ajam-221	179	235	producing	produce	VERB
ajam-221	179	236	+	+	ADJ
ajam-221	179	237	/	/	SYM
ajam-221	179	238	common	common	ADJ
ajam-221	179	239	bean	bean	NOUN
ajam-221	179	240	is	be	AUX
ajam-221	179	241	for	for	ADP
ajam-221	179	242	sale	sale	NOUN
ajam-221	179	243	and	and	CCONJ
ajam-221	179	244	0	0	NUM
ajam-221	179	245	otherwise	otherwise	ADV
ajam-221	179	246	0.468	0.468	NUM
ajam-221	179	247	0.504	0.504	NUM
ajam-221	179	248	table	table	NOUN
ajam-221	179	249	3	3	NUM
ajam-221	179	250	.	.	PUNCT
ajam-221	179	251	criteria	criterion	NOUN
ajam-221	179	252	used	use	VERB
ajam-221	179	253	for	for	ADP
ajam-221	179	254	categorizing	categorize	VERB
ajam-221	179	255	households	household	NOUN
ajam-221	179	256	in	in	ADP
ajam-221	179	257	wealthy	wealthy	ADJ
ajam-221	179	258	strata	strata	NOUN
ajam-221	179	259	.	.	PUNCT
ajam-221	180	1	sources	source	NOUN
ajam-221	180	2	of	of	ADP
ajam-221	180	3	livelihood	livelihood	NOUN
ajam-221	180	4	wealth	wealth	NOUN
ajam-221	180	5	category	category	NOUN
ajam-221	180	6	crops	crop	NOUN
ajam-221	180	7	,	,	PUNCT
ajam-221	180	8	any	any	DET
ajam-221	180	9	type	type	NOUN
ajam-221	180	10	of	of	ADP
ajam-221	180	11	livestock	livestock	NOUN
ajam-221	180	12	and/	and/	NOUN
ajam-221	180	13	off	off	ADP
ajam-221	180	14	farm	farm	NOUN
ajam-221	180	15	employment	employment	NOUN
ajam-221	180	16	top	top	VERB
ajam-221	180	17	crops	crop	NOUN
ajam-221	180	18	and	and	CCONJ
ajam-221	180	19	small	small	ADJ
ajam-221	180	20	livestock	livestock	NOUN
ajam-221	180	21	medium	medium	NOUN
ajam-221	180	22	crops	crop	NOUN
ajam-221	180	23	and	and	CCONJ
ajam-221	180	24	local	local	ADJ
ajam-221	180	25	chicken	chicken	NOUN
ajam-221	180	26	only	only	ADV
ajam-221	180	27	bottom	bottom	ADJ
ajam-221	180	28	table	table	NOUN
ajam-221	180	29	4	4	NUM
ajam-221	180	30	.	.	PUNCT
ajam-221	180	31	average	average	ADJ
ajam-221	180	32	rating	rating	NOUN
ajam-221	180	33	of	of	ADP
ajam-221	180	34	importance	importance	NOUN
ajam-221	180	35	of	of	ADP
ajam-221	180	36	common	common	ADJ
ajam-221	180	37	bean	bean	NOUN
ajam-221	180	38	attributes	attribute	NOUN
ajam-221	180	39	by	by	ADP
ajam-221	180	40	household	household	NOUN
ajam-221	180	41	wealthy	wealthy	ADJ
ajam-221	180	42	category	category	NOUN
ajam-221	180	43	in	in	ADP
ajam-221	180	44	eastern	eastern	PROPN
ajam-221	180	45	kenya	kenya	PROPN
ajam-221	180	46	,	,	PUNCT
ajam-221	180	47	2008	2008	NUM
ajam-221	180	48	.	.	PUNCT
ajam-221	181	1	variety	variety	NOUN
ajam-221	181	2	attribute	attribute	NOUN
ajam-221	181	3	top=11	top=11	PROPN
ajam-221	181	4	med=15	med=15	PROPN
ajam-221	181	5	bottom=21	bottom=21	PROPN
ajam-221	181	6	total	total	ADJ
ajam-221	181	7	p	p	ADJ
ajam-221	181	8	-	-	PUNCT
ajam-221	181	9	value	value	NOUN
ajam-221	181	10	drought	drought	NOUN
ajam-221	181	11	tolerance	tolerance	NOUN
ajam-221	181	12	2.82	2.82	NUM
ajam-221	181	13	3.00	3.00	NUM
ajam-221	181	14	2.90	2.90	NUM
ajam-221	181	15	2.92	2.92	NUM
ajam-221	181	16	0.877	0.877	NUM
ajam-221	181	17	(	(	PUNCT
ajam-221	181	18	0.60	0.60	NUM
ajam-221	181	19	)	)	PUNCT
ajam-221	181	20	(	(	PUNCT
ajam-221	181	21	0.00	0.00	NUM
ajam-221	181	22	)	)	PUNCT
ajam-221	181	23	(	(	PUNCT
ajam-221	181	24	0.30	0.30	NUM
ajam-221	181	25	)	)	PUNCT
ajam-221	181	26	(	(	PUNCT
ajam-221	181	27	0.35	0.35	NUM
ajam-221	181	28	)	)	PUNCT
ajam-221	181	29	early	early	ADV
ajam-221	181	30	maturing	mature	VERB
ajam-221	181	31	2.82	2.82	NUM
ajam-221	181	32	3.00	3.00	NUM
ajam-221	181	33	2.81	2.81	NUM
ajam-221	181	34	2.88	2.88	NUM
ajam-221	181	35	0.876	0.876	NUM
ajam-221	181	36	(	(	PUNCT
ajam-221	181	37	0.60	0.60	NUM
ajam-221	181	38	)	)	PUNCT
ajam-221	181	39	(	(	PUNCT
ajam-221	181	40	0.00	0.00	NUM
ajam-221	181	41	)	)	PUNCT
ajam-221	181	42	(	(	PUNCT
ajam-221	181	43	0.60	0.60	NUM
ajam-221	181	44	)	)	PUNCT
ajam-221	181	45	(	(	PUNCT
ajam-221	181	46	0.49	0.49	NUM
ajam-221	181	47	)	)	PUNCT
ajam-221	181	48	pest	pest	NOUN
ajam-221	181	49	resistance	resistance	NOUN
ajam-221	181	50	2.64	2.64	NUM
ajam-221	181	51	2.60	2.60	NUM
ajam-221	181	52	2.71	2.71	NUM
ajam-221	181	53	2.67	2.67	NUM
ajam-221	181	54	0.871	0.871	NUM
ajam-221	181	55	(	(	PUNCT
ajam-221	181	56	0.81	0.81	NUM
ajam-221	181	57	)	)	PUNCT
ajam-221	181	58	(	(	PUNCT
ajam-221	181	59	0.74	0.74	NUM
ajam-221	181	60	)	)	PUNCT
ajam-221	181	61	(	(	PUNCT
ajam-221	181	62	0.72	0.72	NUM
ajam-221	181	63	)	)	PUNCT
ajam-221	181	64	(	(	PUNCT
ajam-221	181	65	0.72	0.72	NUM
ajam-221	181	66	)	)	PUNCT
ajam-221	181	67	tolerance	tolerance	NOUN
ajam-221	181	68	to	to	ADP
ajam-221	181	69	poor	poor	ADJ
ajam-221	181	70	soils	soil	NOUN
ajam-221	181	71	2.64	2.64	NUM
ajam-221	181	72	2.53	2.53	NUM
ajam-221	181	73	2.62	2.62	NUM
ajam-221	181	74	2.60	2.60	NUM
ajam-221	181	75	0.917	0.917	NUM
ajam-221	181	76	(	(	PUNCT
ajam-221	181	77	0.67	0.67	NUM
ajam-221	181	78	)	)	PUNCT
ajam-221	181	79	(	(	PUNCT
ajam-221	181	80	0.74	0.74	NUM
ajam-221	181	81	)	)	PUNCT
ajam-221	181	82	(	(	PUNCT
ajam-221	181	83	0.74	0.74	NUM
ajam-221	181	84	)	)	PUNCT
ajam-221	181	85	(	(	PUNCT
ajam-221	181	86	0.71	0.71	NUM
ajam-221	181	87	)	)	PUNCT
ajam-221	181	88	growth	growth	NOUN
ajam-221	181	89	habit	habit	NOUN
ajam-221	181	90	(	(	PUNCT
ajam-221	181	91	upright	upright	ADJ
ajam-221	181	92	)	)	PUNCT
ajam-221	181	93	2.18	2.18	NUM
ajam-221	181	94	2.87	2.87	NUM
ajam-221	181	95	2.29	2.29	NUM
ajam-221	181	96	2.48	2.48	NUM
ajam-221	181	97	0.160	0.160	NUM
ajam-221	181	98	(	(	PUNCT
ajam-221	181	99	0.98	0.98	NUM
ajam-221	181	100	)	)	PUNCT
ajam-221	181	101	(	(	PUNCT
ajam-221	181	102	0.52	0.52	NUM
ajam-221	181	103	)	)	PUNCT
ajam-221	181	104	(	(	PUNCT
ajam-221	181	105	0.92	0.92	NUM
ajam-221	181	106	)	)	PUNCT
ajam-221	181	107	(	(	PUNCT
ajam-221	181	108	0.85	0.85	NUM
ajam-221	181	109	)	)	PUNCT
ajam-221	181	110	less	less	ADJ
ajam-221	181	111	cooking	cooking	NOUN
ajam-221	181	112	time	time	NOUN
ajam-221	181	113	2.45	2.45	NUM
ajam-221	181	114	1.80	1.80	NUM
ajam-221	181	115	2.71	2.71	NUM
ajam-221	181	116	2.38	2.38	NUM
ajam-221	181	117	0.029	0.029	NUM
ajam-221	181	118	*	*	PUNCT
ajam-221	181	119	*	*	PUNCT
ajam-221	181	120	(	(	PUNCT
ajam-221	181	121	0.82	0.82	NUM
ajam-221	181	122	)	)	PUNCT
ajam-221	181	123	(	(	PUNCT
ajam-221	181	124	0.94	0.94	NUM
ajam-221	181	125	)	)	PUNCT
ajam-221	181	126	(	(	PUNCT
ajam-221	181	127	0.64	0.64	NUM
ajam-221	181	128	)	)	PUNCT
ajam-221	181	129	(	(	PUNCT
ajam-221	181	130	0.87	0.87	NUM
ajam-221	181	131	)	)	PUNCT
ajam-221	181	132	high	high	ADJ
ajam-221	181	133	keeping	keep	VERB
ajam-221	181	134	quality	quality	NOUN
ajam-221	181	135	2.40	2.40	NUM
ajam-221	181	136	2.87	2.87	NUM
ajam-221	181	137	2.76	2.76	NUM
ajam-221	181	138	2.72	2.72	NUM
ajam-221	181	139	0.599	0.599	NUM
ajam-221	181	140	(	(	PUNCT
ajam-221	181	141	0.97	0.97	NUM
ajam-221	181	142	)	)	PUNCT
ajam-221	181	143	(	(	PUNCT
ajam-221	181	144	0.52	0.52	NUM
ajam-221	181	145	)	)	PUNCT
ajam-221	181	146	(	(	PUNCT
ajam-221	181	147	0.62	0.62	NUM
ajam-221	181	148	)	)	PUNCT
ajam-221	181	149	(	(	PUNCT
ajam-221	181	150	0.68	0.68	NUM
ajam-221	181	151	)	)	PUNCT
ajam-221	181	152	low	low	ADJ
ajam-221	181	153	flatulence	flatulence	NOUN
ajam-221	181	154	1.91	1.91	NUM
ajam-221	181	155	1.33	1.33	NUM
ajam-221	181	156	2.19	2.19	NUM
ajam-221	181	157	1.88	1.88	NUM
ajam-221	181	158	0.033	0.033	NUM
ajam-221	181	159	*	*	PUNCT
ajam-221	181	160	*	*	PUNCT
ajam-221	181	161	(	(	PUNCT
ajam-221	181	162	0.94	0.94	NUM
ajam-221	181	163	)	)	PUNCT
ajam-221	181	164	(	(	PUNCT
ajam-221	181	165	0.72	0.72	NUM
ajam-221	181	166	)	)	PUNCT
ajam-221	181	167	(	(	PUNCT
ajam-221	181	168	0.87	0.87	NUM
ajam-221	181	169	)	)	PUNCT
ajam-221	181	170	(	(	PUNCT
ajam-221	181	171	0.91	0.91	NUM
ajam-221	181	172	)	)	PUNCT
ajam-221	181	173	grain	grain	NOUN
ajam-221	181	174	size	size	NOUN
ajam-221	181	175	2.36	2.36	NUM
ajam-221	181	176	1.33	1.33	NUM
ajam-221	181	177	1.86	1.86	NUM
ajam-221	181	178	1.83	1.83	NUM
ajam-221	181	179	0.039	0.039	NUM
ajam-221	181	180	*	*	PUNCT
ajam-221	181	181	*	*	PUNCT
ajam-221	181	182	(	(	PUNCT
ajam-221	181	183	0.92	0.92	NUM
ajam-221	181	184	)	)	PUNCT
ajam-221	181	185	(	(	PUNCT
ajam-221	181	186	0.72	0.72	NUM
ajam-221	181	187	)	)	PUNCT
ajam-221	181	188	(	(	PUNCT
ajam-221	181	189	0.91	0.91	NUM
ajam-221	181	190	)	)	PUNCT
ajam-221	181	191	(	(	PUNCT
ajam-221	181	192	0.93	0.93	NUM
ajam-221	181	193	)	)	PUNCT
ajam-221	181	194	grain	grain	NOUN
ajam-221	181	195	colour	colour	NOUN
ajam-221	181	196	2.09	2.09	NUM
ajam-221	181	197	1.80	1.80	NUM
ajam-221	181	198	2.20	2.20	NUM
ajam-221	181	199	2.06	2.06	NUM
ajam-221	181	200	0.561	0.561	NUM
ajam-221	181	201	(	(	PUNCT
ajam-221	181	202	1.04	1.04	NUM
ajam-221	181	203	)	)	PUNCT
ajam-221	181	204	(	(	PUNCT
ajam-221	181	205	0.94	0.94	NUM
ajam-221	181	206	)	)	PUNCT
ajam-221	181	207	(	(	PUNCT
ajam-221	181	208	1.01	1.01	NUM
ajam-221	181	209	)	)	PUNCT
ajam-221	181	210	(	(	PUNCT
ajam-221	181	211	0.99	0.99	NUM
ajam-221	181	212	)	)	PUNCT
ajam-221	181	213	*	*	PUNCT
ajam-221	182	1	*	*	PUNCT
ajam-221	182	2	,	,	PUNCT
ajam-221	182	3	*	*	PUNCT
ajam-221	182	4	denote	denote	NOUN
ajam-221	182	5	5	5	NUM
ajam-221	182	6	%	%	NOUN
ajam-221	182	7	and	and	CCONJ
ajam-221	182	8	10	10	NUM
ajam-221	182	9	%	%	NOUN
ajam-221	182	10	levels	level	NOUN
ajam-221	182	11	of	of	ADP
ajam-221	182	12	significance	significance	NOUN
ajam-221	182	13	,	,	PUNCT
ajam-221	182	14	respectively	respectively	ADV
ajam-221	182	15	.	.	PUNCT
ajam-221	183	1	variety	variety	NOUN
ajam-221	183	2	is	be	AUX
ajam-221	183	3	rated	rate	VERB
ajam-221	183	4	inferior	inferior	ADJ
ajam-221	183	5	in	in	ADP
ajam-221	183	6	all	all	DET
ajam-221	183	7	the	the	DET
ajam-221	183	8	consumption	consumption	NOUN
ajam-221	183	9	attributes	attribute	VERB
ajam-221	183	10	.	.	PUNCT
ajam-221	184	1	the	the	DET
ajam-221	184	2	rating	rating	NOUN
ajam-221	184	3	for	for	ADP
ajam-221	184	4	glp2	glp2	PROPN
ajam-221	184	5	large	large	ADJ
ajam-221	184	6	red	red	ADJ
ajam-221	184	7	mottled	mottle	VERB
ajam-221	184	8	was	be	AUX
ajam-221	184	9	in	in	ADP
ajam-221	184	10	the	the	DET
ajam-221	184	11	reverse	reverse	ADJ
ajam-221	184	12	order	order	NOUN
ajam-221	184	13	.	.	PUNCT
ajam-221	185	1	it	it	PRON
ajam-221	185	2	is	be	AUX
ajam-221	185	3	rated	rate	VERB
ajam-221	185	4	above	above	ADP
ajam-221	185	5	average	average	NOUN
ajam-221	185	6	for	for	ADP
ajam-221	185	7	consumption	consumption	NOUN
ajam-221	185	8	attributes	attribute	NOUN
ajam-221	185	9	,	,	PUNCT
ajam-221	185	10	but	but	CCONJ
ajam-221	185	11	below	below	ADP
ajam-221	185	12	average	average	NOUN
ajam-221	185	13	for	for	ADP
ajam-221	185	14	production	production	NOUN
ajam-221	185	15	attributes	attribute	NOUN
ajam-221	185	16	.	.	PUNCT
ajam-221	186	1	a	a	DET
ajam-221	186	2	paired	pair	VERB
ajam-221	186	3	sample	sample	NOUN
ajam-221	186	4	t	t	PROPN
ajam-221	186	5	-	-	PUNCT
ajam-221	186	6	test	test	NOUN
ajam-221	186	7	further	far	ADV
ajam-221	186	8	revealed	reveal	VERB
ajam-221	186	9	that	that	SCONJ
ajam-221	186	10	these	these	DET
ajam-221	186	11	varieties	variety	NOUN
ajam-221	186	12	significantly	significantly	ADV
ajam-221	186	13	differ	differ	VERB
ajam-221	186	14	in	in	ADP
ajam-221	186	15	their	their	PRON
ajam-221	186	16	supply	supply	NOUN
ajam-221	186	17	of	of	ADP
ajam-221	186	18	the	the	DET
ajam-221	186	19	selected	select	VERB
ajam-221	186	20	attributes	attribute	NOUN
ajam-221	186	21	as	as	SCONJ
ajam-221	186	22	perceived	perceive	VERB
ajam-221	186	23	by	by	ADP
ajam-221	186	24	farmers	farmer	NOUN
ajam-221	186	25	.	.	PUNCT
ajam-221	187	1	glpx92	glpx92	PROPN
ajam-221	187	2	outperforms	outperform	VERB
ajam-221	187	3	glp2	glp2	VERB
ajam-221	187	4	large	large	ADJ
ajam-221	187	5	red	red	NOUN
ajam-221	187	6	mottled	mottle	VERB
ajam-221	187	7	in	in	ADP
ajam-221	187	8	all	all	DET
ajam-221	187	9	production	production	NOUN
ajam-221	187	10	attributes	attribute	NOUN
ajam-221	187	11	but	but	CCONJ
ajam-221	187	12	evaluated	evaluate	VERB
ajam-221	187	13	inferior	inferior	ADJ
ajam-221	187	14	to	to	PART
ajam-221	187	15	glp2	glp2	VERB
ajam-221	187	16	large	large	ADJ
ajam-221	187	17	red	red	NOUN
ajam-221	187	18	mottled	mottle	VERB
ajam-221	187	19	in	in	ADP
ajam-221	187	20	terms	term	NOUN
ajam-221	187	21	of	of	ADP
ajam-221	187	22	consumption	consumption	NOUN
ajam-221	187	23	attributes	attribute	NOUN
ajam-221	187	24	(	(	PUNCT
ajam-221	187	25	table	table	NOUN
ajam-221	187	26	5	5	NUM
ajam-221	187	27	)	)	PUNCT
ajam-221	187	28	.	.	PUNCT
ajam-221	188	1	effect	effect	NOUN
ajam-221	188	2	of	of	ADP
ajam-221	188	3	attributes	attribute	NOUN
ajam-221	188	4	and	and	CCONJ
ajam-221	188	5	other	other	ADJ
ajam-221	188	6	factors	factor	NOUN
ajam-221	188	7	on	on	ADP
ajam-221	188	8	variety	variety	NOUN
ajam-221	188	9	demand	demand	NOUN
ajam-221	188	10	an	an	DET
ajam-221	188	11	ols	ol	NOUN
ajam-221	188	12	regression	regression	NOUN
ajam-221	188	13	was	be	AUX
ajam-221	188	14	used	use	VERB
ajam-221	188	15	to	to	PART
ajam-221	188	16	estimate	estimate	VERB
ajam-221	188	17	the	the	DET
ajam-221	188	18	marginal	marginal	ADJ
ajam-221	188	19	proportion	proportion	NOUN
ajam-221	188	20	of	of	ADP
ajam-221	188	21	common	common	ADJ
ajam-221	188	22	bean	bean	NOUN
ajam-221	188	23	area	area	NOUN
ajam-221	188	24	allocation	allocation	NOUN
ajam-221	188	25	to	to	ADP
ajam-221	188	26	glpx92	glpx92	NOUN
ajam-221	188	27	and	and	CCONJ
ajam-221	188	28	glp2	glp2	VERB
ajam-221	188	29	large	large	ADJ
ajam-221	188	30	red	red	NOUN
ajam-221	188	31	mottled	mottle	VERB
ajam-221	188	32	for	for	ADP
ajam-221	188	33	each	each	DET
ajam-221	188	34	explanatory	explanatory	ADJ
ajam-221	188	35	variable	variable	NOUN
ajam-221	188	36	and	and	CCONJ
ajam-221	188	37	the	the	DET
ajam-221	188	38	respective	respective	ADJ
ajam-221	188	39	elasticities	elasticity	NOUN
ajam-221	188	40	.	.	PUNCT
ajam-221	189	1	missing	miss	VERB
ajam-221	189	2	data	datum	NOUN
ajam-221	189	3	across	across	ADP
ajam-221	189	4	the	the	DET
ajam-221	189	5	variables	variable	NOUN
ajam-221	189	6	reduced	reduce	VERB
ajam-221	189	7	the	the	DET
ajam-221	189	8	usable	usable	ADJ
ajam-221	189	9	sample	sample	NOUN
ajam-221	189	10	to	to	ADP
ajam-221	189	11	40	40	NUM
ajam-221	189	12	observations	observation	NOUN
ajam-221	189	13	in	in	ADP
ajam-221	189	14	analyzing	analyze	VERB
ajam-221	189	15	the	the	DET
ajam-221	189	16	predicted	predict	VERB
ajam-221	189	17	effects	effect	NOUN
ajam-221	189	18	.	.	PUNCT
ajam-221	190	1	the	the	DET
ajam-221	190	2	results	result	NOUN
ajam-221	190	3	summarized	summarize	VERB
ajam-221	190	4	in	in	ADP
ajam-221	190	5	table	table	NOUN
ajam-221	190	6	6	6	NUM
ajam-221	190	7	show	show	NOUN
ajam-221	190	8	that	that	SCONJ
ajam-221	190	9	the	the	DET
ajam-221	190	10	two	two	NUM
ajam-221	190	11	models	model	NOUN
ajam-221	190	12	were	be	AUX
ajam-221	190	13	significant	significant	ADJ
ajam-221	190	14	table	table	NOUN
ajam-221	190	15	5	5	NUM
ajam-221	190	16	.	.	PUNCT
ajam-221	190	17	evaluation	evaluation	NOUN
ajam-221	190	18	of	of	ADP
ajam-221	190	19	popular	popular	ADJ
ajam-221	190	20	common	common	ADJ
ajam-221	190	21	bean	bean	NOUN
ajam-221	190	22	variety	variety	NOUN
ajam-221	190	23	in	in	ADP
ajam-221	190	24	different	different	ADJ
ajam-221	190	25	preference	preference	NOUN
ajam-221	190	26	criteria	criterion	NOUN
ajam-221	190	27	and	and	CCONJ
ajam-221	190	28	paired	pair	VERB
ajam-221	190	29	samples	sample	NOUN
ajam-221	190	30	t	t	NOUN
ajam-221	190	31	-	-	PUNCT
ajam-221	190	32	test	test	NOUN
ajam-221	190	33	results	result	NOUN
ajam-221	190	34	between	between	ADP
ajam-221	190	35	the	the	DET
ajam-221	190	36	varieties	variety	NOUN
ajam-221	190	37	.	.	PUNCT
ajam-221	191	1	attribute	attribute	NOUN
ajam-221	191	2	average	average	ADJ
ajam-221	191	3	rating	rating	NOUN
ajam-221	191	4	of	of	ADP
ajam-221	191	5	relative	relative	ADJ
ajam-221	191	6	performance	performance	NOUN
ajam-221	191	7	of	of	ADP
ajam-221	191	8	variety	variety	NOUN
ajam-221	191	9	(	(	PUNCT
ajam-221	191	10	5	5	NUM
ajam-221	191	11	point	point	NOUN
ajam-221	191	12	scale	scale	NOUN
ajam-221	191	13	)	)	PUNCT
ajam-221	191	14	glpx92	glpx92	NOUN
ajam-221	191	15	-	-	PUNCT
ajam-221	191	16	glp2	glp2	PROPN
ajam-221	191	17	large	large	ADJ
ajam-221	191	18	red	red	ADJ
ajam-221	191	19	mottled	mottle	VERB
ajam-221	191	20	glpx92	glpx92	PROPN
ajam-221	192	1	glp2	glp2	VERB
ajam-221	192	2	large	large	ADJ
ajam-221	192	3	red	red	ADJ
ajam-221	192	4	mottled	mottle	VERB
ajam-221	192	5	mean	mean	NOUN
ajam-221	192	6	score	score	NOUN
ajam-221	192	7	difference	difference	NOUN
ajam-221	192	8	p	p	NOUN
ajam-221	192	9	-	-	PUNCT
ajam-221	192	10	value	value	NOUN
ajam-221	192	11	drought	drought	NOUN
ajam-221	192	12	tolerance	tolerance	NOUN
ajam-221	192	13	4.575	4.575	NUM
ajam-221	192	14	2.855	2.855	NUM
ajam-221	192	15	1.725	1.725	NUM
ajam-221	192	16	0	0	NUM
ajam-221	192	17	early	early	ADV
ajam-221	192	18	maturing	mature	VERB
ajam-221	192	19	0	0	NUM
ajam-221	192	20	0	0	NUM
ajam-221	192	21	0	0	NUM
ajam-221	192	22	pest	pest	NOUN
ajam-221	192	23	resistance	resistance	NOUN
ajam-221	192	24	0	0	NUM
ajam-221	192	25	0	0	SYM
ajam-221	192	26	0	0	NUM
ajam-221	192	27	tolerance	tolerance	NOUN
ajam-221	192	28	to	to	ADP
ajam-221	192	29	poor	poor	ADJ
ajam-221	192	30	soils	soil	NOUN
ajam-221	192	31	3.89	3.89	NUM
ajam-221	192	32	2.2	2.2	NUM
ajam-221	192	33	1.69	1.69	NUM
ajam-221	192	34	0	0	NUM
ajam-221	192	35	cooking	cooking	NOUN
ajam-221	192	36	time	time	NOUN
ajam-221	192	37	2.265	2.265	NUM
ajam-221	192	38	3.9	3.9	NUM
ajam-221	192	39	-1.635	-1.635	SYM
ajam-221	192	40	0	0	NUM
ajam-221	192	41	low	low	ADJ
ajam-221	192	42	flatulence	flatulence	NOUN
ajam-221	192	43	2.25	2.25	NUM
ajam-221	192	44	3.815	3.815	NUM
ajam-221	192	45	-1.57	-1.57	NOUN
ajam-221	192	46	0	0	NUM
ajam-221	192	47	keeping	keep	VERB
ajam-221	192	48	quality	quality	NOUN
ajam-221	192	49	2.34	2.34	NUM
ajam-221	192	50	3.565	3.565	NUM
ajam-221	192	51	-1.225	-1.225	SYM
ajam-221	192	52	0	0	NUM
ajam-221	192	53	seed	seed	NOUN
ajam-221	192	54	size	size	NOUN
ajam-221	192	55	2.69	2.69	NUM
ajam-221	192	56	4.155	4.155	NUM
ajam-221	192	57	-1.465	-1.465	SYM
ajam-221	192	58	0	0	NUM
ajam-221	192	59	seed	seed	NOUN
ajam-221	192	60	colour	colour	NOUN
ajam-221	192	61	2.29	2.29	NUM
ajam-221	192	62	4.15	4.15	NUM
ajam-221	192	63	-1.855	-1.855	NUM
ajam-221	192	64	0	0	NUM
ajam-221	193	1	at	at	ADP
ajam-221	193	2	less	less	ADJ
ajam-221	193	3	than	than	ADP
ajam-221	193	4	1	1	NUM
ajam-221	193	5	%	%	NOUN
ajam-221	193	6	with	with	ADP
ajam-221	193	7	a	a	DET
ajam-221	193	8	respective	respective	ADJ
ajam-221	193	9	r	r	NOUN
ajam-221	193	10	2	2	NUM
ajam-221	193	11	of	of	ADP
ajam-221	193	12	0.48	0.48	NUM
ajam-221	193	13	and	and	CCONJ
ajam-221	193	14	0.51	0.51	NUM
ajam-221	193	15	,	,	PUNCT
ajam-221	193	16	which	which	PRON
ajam-221	193	17	implies	imply	VERB
ajam-221	193	18	a	a	DET
ajam-221	193	19	good	good	ADJ
ajam-221	193	20	fit	fit	NOUN
ajam-221	193	21	for	for	ADP
ajam-221	193	22	a	a	DET
ajam-221	193	23	cross	cross	ADJ
ajam-221	193	24	sectional	sectional	ADJ
ajam-221	193	25	data	datum	NOUN
ajam-221	193	26	.	.	PUNCT
ajam-221	194	1	test	test	NOUN
ajam-221	194	2	for	for	ADP
ajam-221	194	3	multicollinearity	multicollinearity	NOUN
ajam-221	194	4	using	use	VERB
ajam-221	194	5	the	the	DET
ajam-221	194	6	variable	variable	NOUN
ajam-221	194	7	,	,	PUNCT
ajam-221	194	8	inflation	inflation	NOUN
ajam-221	194	9	factor	factor	NOUN
ajam-221	194	10	,	,	PUNCT
ajam-221	194	11	also	also	ADV
ajam-221	194	12	shows	show	VERB
ajam-221	194	13	that	that	SCONJ
ajam-221	194	14	all	all	DET
ajam-221	194	15	variables	variable	NOUN
ajam-221	194	16	had	have	VERB
ajam-221	194	17	a	a	DET
ajam-221	194	18	vif	vif	NOUN
ajam-221	194	19	of	of	ADP
ajam-221	194	20	less	less	ADJ
ajam-221	194	21	than	than	ADP
ajam-221	194	22	2.5	2.5	NUM
ajam-221	194	23	,	,	PUNCT
ajam-221	194	24	suggestive	suggestive	ADJ
ajam-221	194	25	of	of	ADP
ajam-221	194	26	stable	stable	ADJ
ajam-221	194	27	results	result	NOUN
ajam-221	194	28	.	.	PUNCT
ajam-221	195	1	a	a	DET
ajam-221	195	2	joint	joint	ADJ
ajam-221	195	3	test	test	NOUN
ajam-221	195	4	of	of	ADP
ajam-221	195	5	the	the	DET
ajam-221	195	6	hypothesis	hypothesis	NOUN
ajam-221	195	7	that	that	PRON
ajam-221	195	8	consumption	consumption	NOUN
ajam-221	195	9	attributes	attribute	NOUN
ajam-221	195	10	and	and	CCONJ
ajam-221	195	11	other	other	ADJ
ajam-221	195	12	household	household	NOUN
ajam-221	195	13	demographic	demographic	ADJ
ajam-221	195	14	factors	factor	NOUN
ajam-221	195	15	do	do	AUX
ajam-221	195	16	not	not	PART
ajam-221	195	17	matter	matter	VERB
ajam-221	195	18	in	in	ADP
ajam-221	195	19	land	land	NOUN
ajam-221	195	20	allocations	allocation	NOUN
ajam-221	195	21	to	to	ADP
ajam-221	195	22	varieties	variety	NOUN
ajam-221	195	23	was	be	AUX
ajam-221	195	24	rejected	reject	VERB
ajam-221	195	25	,	,	PUNCT
ajam-221	195	26	providing	provide	VERB
ajam-221	195	27	support	support	NOUN
ajam-221	195	28	to	to	ADP
ajam-221	195	29	the	the	DET
ajam-221	195	30	agricultural	agricultural	ADJ
ajam-221	195	31	household	household	NOUN
ajam-221	195	32	mode	mode	NOUN
ajam-221	195	33	l	l	PROPN
ajam-221	195	34	used	use	VERB
ajam-221	195	35	to	to	PART
ajam-221	195	36	derive	derive	VERB
ajam-221	195	37	variables	variable	NOUN
ajam-221	195	38	for	for	ADP
ajam-221	195	39	the	the	DET
ajam-221	195	40	econometric	econometric	ADJ
ajam-221	195	41	estimation	estimation	NOUN
ajam-221	195	42	.	.	PUNCT
ajam-221	196	1	as	as	SCONJ
ajam-221	196	2	expected	expect	VERB
ajam-221	196	3	,	,	PUNCT
ajam-221	196	4	a	a	DET
ajam-221	196	5	high	high	ADJ
ajam-221	196	6	index	index	NOUN
ajam-221	196	7	of	of	ADP
ajam-221	196	8	the	the	DET
ajam-221	196	9	rating	rating	NOUN
ajam-221	196	10	of	of	ADP
ajam-221	196	11	production	production	NOUN
ajam-221	196	12	attributes	attribute	NOUN
ajam-221	196	13	had	have	VERB
ajam-221	196	14	a	a	DET
ajam-221	196	15	positive	positive	ADJ
ajam-221	196	16	and	and	CCONJ
ajam-221	196	17	significant	significant	ADJ
ajam-221	196	18	effect	effect	NOUN
ajam-221	196	19	on	on	ADP
ajam-221	196	20	the	the	DET
ajam-221	196	21	area	area	NOUN
ajam-221	196	22	share	share	NOUN
ajam-221	196	23	allocated	allocate	VERB
ajam-221	196	24	to	to	ADP
ajam-221	196	25	glpx92	glpx92	NOUN
ajam-221	196	26	,	,	PUNCT
ajam-221	196	27	which	which	PRON
ajam-221	196	28	is	be	AUX
ajam-221	196	29	generally	generally	ADV
ajam-221	196	30	evaluated	evaluate	VERB
ajam-221	196	31	superior	superior	ADJ
ajam-221	196	32	to	to	ADP
ajam-221	196	33	other	other	ADJ
ajam-221	196	34	varieties	variety	NOUN
ajam-221	196	35	in	in	ADP
ajam-221	196	36	production	production	NOUN
ajam-221	196	37	attributes	attribute	NOUN
ajam-221	196	38	.	.	PUNCT
ajam-221	197	1	the	the	DET
ajam-221	197	2	index	index	NOUN
ajam-221	197	3	had	have	VERB
ajam-221	197	4	a	a	DET
ajam-221	197	5	negative	negative	ADJ
ajam-221	197	6	and	and	CCONJ
ajam-221	197	7	significant	significant	ADJ
ajam-221	197	8	impact	impact	NOUN
ajam-221	197	9	on	on	ADP
ajam-221	197	10	the	the	DET
ajam-221	197	11	area	area	NOUN
ajam-221	197	12	share	share	NOUN
ajam-221	197	13	allocated	allocate	VERB
ajam-221	197	14	to	to	ADP
ajam-221	197	15	glp2	glp2	PROPN
ajam-221	197	16	.	.	PUNCT
ajam-221	198	1	the	the	DET
ajam-221	198	2	glp2	glp2	PROPN
ajam-221	198	3	large	large	ADJ
ajam-221	198	4	red	red	ADJ
ajam-221	198	5	mottled	mottle	VERB
ajam-221	198	6	was	be	AUX
ajam-221	198	7	rated	rate	VERB
ajam-221	198	8	below	below	ADP
ajam-221	198	9	average	average	NOUN
ajam-221	198	10	for	for	ADP
ajam-221	198	11	the	the	DET
ajam-221	198	12	supply	supply	NOUN
ajam-221	198	13	of	of	ADP
ajam-221	198	14	almost	almost	ADV
ajam-221	198	15	all	all	PRON
ajam-221	198	16	production	production	NOUN
ajam-221	198	17	attributes	attribute	VERB
ajam-221	198	18	.	.	PUNCT
ajam-221	199	1	the	the	DET
ajam-221	199	2	analysis	analysis	NOUN
ajam-221	199	3	of	of	ADP
ajam-221	199	4	elasticity	elasticity	NOUN
ajam-221	199	5	revealed	reveal	VERB
ajam-221	199	6	that	that	SCONJ
ajam-221	199	7	farmers	farmer	NOUN
ajam-221	199	8	in	in	ADP
ajam-221	199	9	the	the	DET
ajam-221	199	10	drought	drought	NOUN
ajam-221	199	11	parts	part	NOUN
ajam-221	199	12	of	of	ADP
ajam-221	199	13	kenya	kenya	NOUN
ajam-221	199	14	are	be	AUX
ajam-221	199	15	more	more	ADV
ajam-221	199	16	responsive	responsive	ADJ
ajam-221	199	17	to	to	ADP
ajam-221	199	18	production	production	NOUN
ajam-221	199	19	attributes	attribute	NOUN
ajam-221	199	20	than	than	SCONJ
ajam-221	199	21	they	they	PRON
ajam-221	199	22	are	be	AUX
ajam-221	199	23	to	to	ADP
ajam-221	199	24	consumption	consumption	NOUN
ajam-221	199	25	attributes	attribute	NOUN
ajam-221	199	26	.	.	PUNCT
ajam-221	200	1	results	result	NOUN
ajam-221	200	2	indicate	indicate	VERB
ajam-221	200	3	that	that	SCONJ
ajam-221	200	4	1	1	NUM
ajam-221	200	5	%	%	NOUN
ajam-221	200	6	increase	increase	NOUN
ajam-221	200	7	in	in	ADP
ajam-221	200	8	the	the	DET
ajam-221	200	9	index	index	NOUN
ajam-221	200	10	for	for	ADP
ajam-221	200	11	the	the	DET
ajam-221	200	12	production	production	NOUN
ajam-221	200	13	attributes	attribute	VERB
ajam-221	200	14	increases	increase	VERB
ajam-221	200	15	the	the	DET
ajam-221	200	16	area	area	NOUN
ajam-221	200	17	share	share	NOUN
ajam-221	200	18	of	of	ADP
ajam-221	200	19	glpx92	glpx92	NOUN
ajam-221	200	20	by	by	ADP
ajam-221	200	21	0.35	0.35	NUM
ajam-221	200	22	%	%	NOUN
ajam-221	200	23	and	and	CCONJ
ajam-221	200	24	reduces	reduce	VERB
ajam-221	200	25	that	that	PRON
ajam-221	200	26	of	of	ADP
ajam-221	200	27	glp2	glp2	PROPN
ajam-221	200	28	large	large	ADJ
ajam-221	200	29	red	red	NOUN
ajam-221	200	30	mottled	mottle	VERB
ajam-221	200	31	by	by	ADP
ajam-221	200	32	0.24	0.24	NUM
ajam-221	200	33	%	%	NOUN
ajam-221	200	34	(	(	PUNCT
ajam-221	200	35	table	table	NOUN
ajam-221	200	36	5	5	NUM
ajam-221	200	37	)	)	PUNCT
ajam-221	200	38	.	.	PUNCT
ajam-221	201	1	on	on	ADP
ajam-221	201	2	the	the	DET
ajam-221	201	3	other	other	ADJ
ajam-221	201	4	hand	hand	NOUN
ajam-221	201	5	,	,	PUNCT
ajam-221	201	6	a	a	DET
ajam-221	201	7	similar	similar	ADJ
ajam-221	201	8	increase	increase	NOUN
ajam-221	201	9	in	in	ADP
ajam-221	201	10	preference	preference	NOUN
ajam-221	201	11	index	index	NOUN
ajam-221	201	12	for	for	ADP
ajam-221	201	13	consumption	consumption	NOUN
ajam-221	201	14	attributes	attribute	NOUN
ajam-221	201	15	reduces	reduce	VERB
ajam-221	201	16	area	area	NOUN
ajam-221	201	17	share	share	NOUN
ajam-221	201	18	for	for	ADP
ajam-221	201	19	glpx92	glpx92	NOUN
ajam-221	201	20	by	by	ADP
ajam-221	201	21	0.06	0.06	NUM
ajam-221	201	22	%	%	NOUN
ajam-221	201	23	and	and	CCONJ
ajam-221	201	24	increases	increase	VERB
ajam-221	201	25	that	that	PRON
ajam-221	201	26	of	of	ADP
ajam-221	201	27	glp2	glp2	PROPN
ajam-221	201	28	large	large	ADJ
ajam-221	201	29	red	red	NOUN
ajam-221	201	30	mottled	mottle	VERB
ajam-221	201	31	by	by	ADP
ajam-221	201	32	0.07	0.07	NUM
ajam-221	201	33	%	%	NOUN
ajam-221	201	34	.	.	PUNCT
ajam-221	202	1	the	the	DET
ajam-221	202	2	concept	concept	NOUN
ajam-221	202	3	of	of	ADP
ajam-221	202	4	the	the	DET
ajam-221	202	5	marginal	marginal	ADJ
ajam-221	202	6	rate	rate	NOUN
ajam-221	202	7	of	of	ADP
ajam-221	202	8	substitution	substitution	NOUN
ajam-221	202	9	was	be	AUX
ajam-221	202	10	also	also	ADV
ajam-221	202	11	applied	apply	VERB
ajam-221	202	12	to	to	PART
ajam-221	202	13	assess	assess	VERB
ajam-221	202	14	the	the	DET
ajam-221	202	15	farmers‟	farmers‟	PROPN
ajam-221	202	16	valuation	valuation	NOUN
ajam-221	202	17	of	of	ADP
ajam-221	202	18	consumption	consumption	NOUN
ajam-221	202	19	attributes	attribute	VERB
ajam-221	202	20	in	in	ADP
ajam-221	202	21	terms	term	NOUN
ajam-221	202	22	of	of	ADP
ajam-221	202	23	production	production	NOUN
ajam-221	202	24	attributes	attribute	NOUN
ajam-221	202	25	so	so	SCONJ
ajam-221	202	26	as	as	SCONJ
ajam-221	202	27	to	to	PART
ajam-221	202	28	draw	draw	VERB
ajam-221	202	29	implications	implication	NOUN
ajam-221	202	30	for	for	ADP
ajam-221	202	31	possibility	possibility	NOUN
ajam-221	202	32	of	of	ADP
ajam-221	202	33	trade	trade	NOUN
ajam-221	202	34	-	-	PUNCT
ajam-221	202	35	offs	off	NOUN
ajam-221	202	36	.	.	PUNCT
ajam-221	203	1	results	result	NOUN
ajam-221	203	2	show	show	VERB
ajam-221	203	3	a	a	DET
ajam-221	203	4	marginal	marginal	ADJ
ajam-221	203	5	rate	rate	NOUN
ajam-221	203	6	of	of	ADP
ajam-221	203	7	substitution	substitution	NOUN
ajam-221	203	8	of	of	ADP
ajam-221	203	9	consumption	consumption	NOUN
ajam-221	203	10	attributes	attribute	NOUN
ajam-221	203	11	for	for	ADP
ajam-221	203	12	production	production	NOUN
ajam-221	203	13	attributes	attribute	NOUN
ajam-221	203	14	of	of	ADP
ajam-221	203	15	0.42	0.42	NUM
ajam-221	203	16	for	for	ADP
ajam-221	203	17	glpx92	glpx92	NOUN
ajam-221	203	18	and	and	CCONJ
ajam-221	203	19	0.67	0.67	NUM
ajam-221	203	20	for	for	ADP
ajam-221	203	21	glp2	glp2	NOUN
ajam-221	203	22	,	,	PUNCT
ajam-221	203	23	further	far	ADV
ajam-221	203	24	demonstrating	demonstrate	VERB
ajam-221	203	25	the	the	DET
ajam-221	203	26	high	high	ADJ
ajam-221	203	27	valuation	valuation	NOUN
ajam-221	203	28	for	for	ADP
ajam-221	203	29	production	production	NOUN
ajam-221	203	30	attributes	attribute	NOUN
ajam-221	203	31	as	as	ADP
ajam-221	203	32	compared	compare	VERB
ajam-221	203	33	to	to	ADP
ajam-221	203	34	consumption	consumption	NOUN
ajam-221	203	35	attributes	attribute	NOUN
ajam-221	203	36	.	.	PUNCT
ajam-221	204	1	this	this	DET
ajam-221	204	2	result	result	NOUN
ajam-221	204	3	implies	imply	VERB
ajam-221	204	4	that	that	SCONJ
ajam-221	204	5	at	at	ADP
ajam-221	204	6	the	the	DET
ajam-221	204	7	current	current	ADJ
ajam-221	204	8	level	level	NOUN
ajam-221	204	9	of	of	ADP
ajam-221	204	10	utility	utility	NOUN
ajam-221	204	11	,	,	PUNCT
ajam-221	204	12	farmers	farmer	NOUN
ajam-221	204	13	are	be	AUX
ajam-221	204	14	only	only	ADV
ajam-221	204	15	willing	willing	ADJ
ajam-221	204	16	to	to	PART
ajam-221	204	17	give	give	VERB
ajam-221	204	18	up	up	ADP
ajam-221	204	19	less	less	ADJ
ajam-221	204	20	than	than	ADP
ajam-221	204	21	one	one	NUM
ajam-221	204	22	unit	unit	NOUN
ajam-221	204	23	of	of	ADP
ajam-221	204	24	utility	utility	NOUN
ajam-221	204	25	from	from	ADP
ajam-221	204	26	production	production	NOUN
ajam-221	204	27	attributes	attribute	NOUN
ajam-221	204	28	for	for	ADP
ajam-221	204	29	gains	gain	NOUN
ajam-221	204	30	in	in	ADP
ajam-221	204	31	one	one	NUM
ajam-221	204	32	unit	unit	NOUN
ajam-221	204	33	of	of	ADP
ajam-221	204	34	utility	utility	NOUN
ajam-221	204	35	from	from	ADP
ajam-221	204	36	consumption	consumption	NOUN
ajam-221	204	37	attributes	attribute	NOUN
ajam-221	204	38	.	.	PUNCT
ajam-221	205	1	among	among	ADP
ajam-221	205	2	the	the	DET
ajam-221	205	3	household	household	NOUN
ajam-221	205	4	characteristics	characteristic	NOUN
ajam-221	205	5	included	include	VERB
ajam-221	205	6	in	in	ADP
ajam-221	205	7	the	the	DET
ajam-221	205	8	analysis	analysis	NOUN
ajam-221	205	9	,	,	PUNCT
ajam-221	205	10	education	education	NOUN
ajam-221	205	11	and	and	CCONJ
ajam-221	205	12	household	household	NOUN
ajam-221	205	13	wealth	wealth	NOUN
ajam-221	205	14	were	be	AUX
ajam-221	205	15	only	only	ADV
ajam-221	205	16	significant	significant	ADJ
ajam-221	205	17	.	.	PUNCT
ajam-221	206	1	education	education	NOUN
ajam-221	206	2	had	have	VERB
ajam-221	206	3	a	a	DET
ajam-221	206	4	positive	positive	ADJ
ajam-221	206	5	effect	effect	NOUN
ajam-221	206	6	on	on	ADP
ajam-221	206	7	the	the	DET
ajam-221	206	8	area	area	NOUN
ajam-221	206	9	share	share	NOUN
ajam-221	206	10	allocated	allocate	VERB
ajam-221	206	11	to	to	ADP
ajam-221	206	12	glpx92	glpx92	NOUN
ajam-221	206	13	and	and	CCONJ
ajam-221	206	14	a	a	DET
ajam-221	206	15	negative	negative	ADJ
ajam-221	206	16	effect	effect	NOUN
ajam-221	206	17	on	on	ADP
ajam-221	206	18	glp2	glp2	PROPN
ajam-221	206	19	large	large	ADJ
ajam-221	206	20	red	red	NOUN
ajam-221	206	21	mottled	mottle	VERB
ajam-221	206	22	.	.	PUNCT
ajam-221	207	1	this	this	DET
ajam-221	207	2	result	result	NOUN
ajam-221	207	3	could	could	AUX
ajam-221	207	4	be	be	AUX
ajam-221	207	5	interpreted	interpret	VERB
ajam-221	207	6	that	that	SCONJ
ajam-221	207	7	educated	educate	VERB
ajam-221	207	8	people	people	NOUN
ajam-221	207	9	tend	tend	VERB
ajam-221	207	10	to	to	PART
ajam-221	207	11	allocate	allocate	VERB
ajam-221	207	12	their	their	PRON
ajam-221	207	13	land	land	NOUN
ajam-221	207	14	designated	designate	VERB
ajam-221	207	15	for	for	ADP
ajam-221	207	16	common	common	ADJ
ajam-221	207	17	bean	bean	NOUN
ajam-221	207	18	to	to	ADP
ajam-221	207	19	varieties	variety	NOUN
ajam-221	207	20	that	that	PRON
ajam-221	207	21	perform	perform	VERB
ajam-221	207	22	relatively	relatively	ADV
ajam-221	207	23	well	well	ADV
ajam-221	207	24	in	in	ADP
ajam-221	207	25	terms	term	NOUN
ajam-221	207	26	of	of	ADP
ajam-221	207	27	yield	yield	NOUN
ajam-221	207	28	and	and	CCONJ
ajam-221	207	29	use	use	VERB
ajam-221	207	30	the	the	DET
ajam-221	207	31	market	market	NOUN
ajam-221	207	32	to	to	PART
ajam-221	207	33	access	access	VERB
ajam-221	207	34	varieties	variety	NOUN
ajam-221	207	35	they	they	PRON
ajam-221	207	36	prefer	prefer	VERB
ajam-221	207	37	but	but	CCONJ
ajam-221	207	38	do	do	VERB
ajam-221	207	39	relatively	relatively	ADV
ajam-221	207	40	poorly	poorly	ADV
ajam-221	207	41	on	on	ADP
ajam-221	207	42	their	their	PRON
ajam-221	207	43	farm	farm	NOUN
ajam-221	207	44	.	.	PUNCT
ajam-221	208	1	farm	farm	NOUN
ajam-221	208	2	characteristics	characteristic	NOUN
ajam-221	208	3	represented	represent	VERB
ajam-221	208	4	by	by	ADP
ajam-221	208	5	the	the	DET
ajam-221	208	6	scale	scale	NOUN
ajam-221	208	7	of	of	ADP
ajam-221	208	8	operation	operation	NOUN
ajam-221	208	9	and	and	CCONJ
ajam-221	208	10	the	the	DET
ajam-221	208	11	heterogeneity	heterogeneity	NOUN
ajam-221	208	12	in	in	ADP
ajam-221	208	13	farm	farm	NOUN
ajam-221	208	14	soil	soil	NOUN
ajam-221	208	15	types	type	NOUN
ajam-221	208	16	are	be	AUX
ajam-221	208	17	also	also	ADV
ajam-221	208	18	important	important	ADJ
ajam-221	208	19	determinants	determinant	NOUN
ajam-221	208	20	of	of	ADP
ajam-221	208	21	variety	variety	NOUN
ajam-221	208	22	demand	demand	NOUN
ajam-221	208	23	.	.	PUNCT
ajam-221	209	1	scale	scale	NOUN
ajam-221	209	2	of	of	ADP
ajam-221	209	3	operation	operation	NOUN
ajam-221	209	4	was	be	AUX
ajam-221	209	5	positively	positively	ADV
ajam-221	209	6	related	relate	VERB
ajam-221	209	7	with	with	ADP
ajam-221	209	8	the	the	DET
ajam-221	209	9	area	area	NOUN
ajam-221	209	10	share	share	NOUN
ajam-221	209	11	allocated	allocate	VERB
ajam-221	209	12	to	to	ADP
ajam-221	209	13	both	both	DET
ajam-221	209	14	varieties	variety	NOUN
ajam-221	209	15	but	but	CCONJ
ajam-221	209	16	the	the	DET
ajam-221	209	17	effect	effect	NOUN
ajam-221	209	18	was	be	AUX
ajam-221	209	19	only	only	ADV
ajam-221	209	20	statistically	statistically	ADV
ajam-221	209	21	significant	significant	ADJ
ajam-221	209	22	for	for	ADP
ajam-221	209	23	glp2	glp2	PROPN
ajam-221	209	24	.	.	PUNCT
ajam-221	210	1	the	the	DET
ajam-221	210	2	positive	positive	ADJ
ajam-221	210	3	and	and	CCONJ
ajam-221	210	4	significant	significant	ADJ
ajam-221	210	5	effect	effect	NOUN
ajam-221	210	6	of	of	ADP
ajam-221	210	7	scale	scale	NOUN
ajam-221	210	8	on	on	ADP
ajam-221	210	9	the	the	DET
ajam-221	210	10	area	area	NOUN
ajam-221	210	11	share	share	NOUN
ajam-221	210	12	occupied	occupy	VERB
ajam-221	210	13	by	by	ADP
ajam-221	210	14	glp2	glp2	PROPN
ajam-221	210	15	implies	imply	VERB
ajam-221	210	16	that	that	SCONJ
ajam-221	210	17	farmers	farmer	NOUN
ajam-221	210	18	with	with	ADP
ajam-221	210	19	access	access	NOUN
ajam-221	210	20	to	to	ADP
ajam-221	210	21	land	land	NOUN
ajam-221	210	22	tend	tend	VERB
ajam-221	210	23	to	to	PART
ajam-221	210	24	compensate	compensate	VERB
ajam-221	210	25	for	for	ADP
ajam-221	210	26	low	low	ADJ
ajam-221	210	27	yield	yield	NOUN
ajam-221	210	28	from	from	ADP
ajam-221	210	29	glp2	glp2	PROPN
ajam-221	210	30	with	with	ADP
ajam-221	210	31	area	area	NOUN
ajam-221	210	32	expansion	expansion	NOUN
ajam-221	210	33	.	.	PUNCT
ajam-221	211	1	variables	variable	NOUN
ajam-221	211	2	included	include	VERB
ajam-221	211	3	as	as	ADP
ajam-221	211	4	proxies	proxy	NOUN
ajam-221	211	5	for	for	ADP
ajam-221	211	6	market	market	NOUN
ajam-221	211	7	conditions	condition	NOUN
ajam-221	211	8	show	show	VERB
ajam-221	211	9	the	the	DET
ajam-221	211	10	expected	expect	VERB
ajam-221	211	11	signs	sign	NOUN
ajam-221	211	12	.	.	PUNCT
ajam-221	212	1	households	household	NOUN
ajam-221	212	2	with	with	ADP
ajam-221	212	3	commercial	commercial	ADJ
ajam-221	212	4	production	production	NOUN
ajam-221	212	5	orientation	orientation	NOUN
ajam-221	212	6	tend	tend	VERB
ajam-221	212	7	to	to	PART
ajam-221	212	8	allocate	allocate	VERB
ajam-221	212	9	a	a	DET
ajam-221	212	10	bigger	big	ADJ
ajam-221	212	11	proportion	proportion	NOUN
ajam-221	212	12	of	of	ADP
ajam-221	212	13	their	their	PRON
ajam-221	212	14	common	common	ADJ
ajam-221	212	15	bean	bean	NOUN
ajam-221	212	16	land	land	NOUN
ajam-221	212	17	to	to	AUX
ajam-221	212	18	glp2	glp2	PROPN
ajam-221	212	19	(	(	PUNCT
ajam-221	212	20	market	market	NOUN
ajam-221	212	21	variety	variety	NOUN
ajam-221	212	22	)	)	PUNCT
ajam-221	212	23	,	,	PUNCT
ajam-221	212	24	and	and	CCONJ
ajam-221	212	25	less	less	ADJ
ajam-221	212	26	to	to	ADP
ajam-221	212	27	glpx92	glpx92	NOUN
ajam-221	212	28	,	,	PUNCT
ajam-221	212	29	a	a	DET
ajam-221	212	30	risk	risk	NOUN
ajam-221	212	31	reducing	reduce	VERB
ajam-221	212	32	variety	variety	NOUN
ajam-221	212	33	but	but	CCONJ
ajam-221	212	34	with	with	ADP
ajam-221	212	35	inferior	inferior	ADJ
ajam-221	212	36	consumption	consumption	NOUN
ajam-221	212	37	attributes	attribute	NOUN
ajam-221	212	38	.	.	PUNCT
ajam-221	213	1	the	the	DET
ajam-221	213	2	value	value	NOUN
ajam-221	213	3	of	of	ADP
ajam-221	213	4	donkeys	donkey	NOUN
ajam-221	213	5	,	,	PUNCT
ajam-221	213	6	shows	show	VERB
ajam-221	213	7	a	a	DET
ajam-221	213	8	positive	positive	ADJ
ajam-221	213	9	relationship	relationship	NOUN
ajam-221	213	10	with	with	ADP
ajam-221	213	11	the	the	DET
ajam-221	213	12	area	area	NOUN
ajam-221	213	13	share	share	NOUN
ajam-221	213	14	table	table	NOUN
ajam-221	213	15	6	6	NUM
ajam-221	213	16	.	.	PUNCT
ajam-221	213	17	results	result	NOUN
ajam-221	213	18	of	of	ADP
ajam-221	213	19	the	the	DET
ajam-221	213	20	estimation	estimation	NOUN
ajam-221	213	21	of	of	ADP
ajam-221	213	22	the	the	DET
ajam-221	213	23	ordinary	ordinary	ADJ
ajam-221	213	24	least	least	ADJ
ajam-221	213	25	squares	square	NOUN
ajam-221	213	26	regression	regression	NOUN
ajam-221	213	27	of	of	ADP
ajam-221	213	28	the	the	DET
ajam-221	213	29	effect	effect	NOUN
ajam-221	213	30	of	of	ADP
ajam-221	213	31	variety	variety	NOUN
ajam-221	213	32	attributes	attribute	NOUN
ajam-221	213	33	and	and	CCONJ
ajam-221	213	34	other	other	ADJ
ajam-221	213	35	factors	factor	NOUN
ajam-221	213	36	on	on	ADP
ajam-221	213	37	the	the	DET
ajam-221	213	38	area	area	NOUN
ajam-221	213	39	share	share	NOUN
ajam-221	213	40	allocated	allocate	VERB
ajam-221	213	41	to	to	ADP
ajam-221	213	42	glpx92	glpx92	NOUN
ajam-221	213	43	and	and	CCONJ
ajam-221	213	44	glp2	glp2	VERB
ajam-221	213	45	large	large	ADJ
ajam-221	213	46	red	red	NOUN
ajam-221	213	47	mottled	mottle	VERB
ajam-221	213	48	.	.	PUNCT
ajam-221	214	1	variable	variable	ADJ
ajam-221	214	2	glp2	glp2	VERB
ajam-221	214	3	large	large	ADJ
ajam-221	214	4	red	red	ADJ
ajam-221	214	5	mottled	mottled	ADJ
ajam-221	214	6	glpx92	glpx92	PROPN
ajam-221	215	1	coefficient	coefficient	PROPN
ajam-221	215	2	elasticity	elasticity	PROPN
ajam-221	215	3	t	t	PROPN
ajam-221	215	4	-	-	PUNCT
ajam-221	215	5	value	value	NOUN
ajam-221	215	6	coefficient	coefficient	NOUN
ajam-221	215	7	elasticity	elasticity	NOUN
ajam-221	215	8	t	t	NOUN
ajam-221	215	9	-	-	PUNCT
ajam-221	215	10	value	value	NOUN
ajam-221	215	11	0.089	0.089	NUM
ajam-221	215	12	0.071	0.071	NUM
ajam-221	215	13	-0.099	-0.099	PUNCT
ajam-221	215	14	-0.061	-0.061	PUNCT
ajam-221	215	15	index	index	NOUN
ajam-221	215	16	of	of	ADP
ajam-221	215	17	consumption	consumption	NOUN
ajam-221	215	18	attribute	attribute	NOUN
ajam-221	215	19	(	(	PUNCT
ajam-221	215	20	0.040	0.040	NUM
ajam-221	215	21	)	)	PUNCT
ajam-221	215	22	(	(	PUNCT
ajam-221	215	23	0.033	0.033	NUM
ajam-221	215	24	)	)	PUNCT
ajam-221	215	25	2.22	2.22	NUM
ajam-221	215	26	*	*	PUNCT
ajam-221	215	27	*	*	PUNCT
ajam-221	215	28	(	(	PUNCT
ajam-221	215	29	0.057	0.057	NUM
ajam-221	215	30	)	)	PUNCT
ajam-221	215	31	(	(	PUNCT
ajam-221	215	32	0.036	0.036	NUM
ajam-221	215	33	)	)	PUNCT
ajam-221	215	34	-1.72	-1.72	NOUN
ajam-221	215	35	*	*	SYM
ajam-221	215	36	-0.132	-0.132	NOUN
ajam-221	215	37	-0.249	-0.249	PUNCT
ajam-221	215	38	0.237	0.237	NUM
ajam-221	215	39	0.347	0.347	NUM
ajam-221	215	40	index	index	NOUN
ajam-221	215	41	of	of	ADP
ajam-221	215	42	production	production	NOUN
ajam-221	215	43	attributes	attribute	NOUN
ajam-221	215	44	(	(	PUNCT
ajam-221	215	45	0.073	0.073	NUM
ajam-221	215	46	)	)	PUNCT
ajam-221	215	47	(	(	PUNCT
ajam-221	215	48	0.139	0.139	NUM
ajam-221	215	49	)	)	PUNCT
ajam-221	215	50	-1.82	-1.82	NOUN
ajam-221	215	51	*	*	PUNCT
ajam-221	215	52	(	(	PUNCT
ajam-221	215	53	0.104	0.104	NUM
ajam-221	215	54	)	)	PUNCT
ajam-221	215	55	(	(	PUNCT
ajam-221	215	56	0.156	0.156	NUM
ajam-221	215	57	)	)	PUNCT
ajam-221	215	58	2.29	2.29	NUM
ajam-221	215	59	*	*	NOUN
ajam-221	215	60	*	*	PUNCT
ajam-221	215	61	0.006	0.006	NUM
ajam-221	215	62	0.018	0.018	NUM
ajam-221	215	63	-0.039	-0.039	NOUN
ajam-221	215	64	-0.089	-0.089	VERB
ajam-221	215	65	dependency	dependency	NOUN
ajam-221	215	66	ratio	ratio	NOUN
ajam-221	215	67	(	(	PUNCT
ajam-221	215	68	0.055	0.055	NUM
ajam-221	215	69	)	)	PUNCT
ajam-221	215	70	(	(	PUNCT
ajam-221	215	71	0.162	0.162	NUM
ajam-221	215	72	)	)	PUNCT
ajam-221	215	73	0.11	0.11	NUM
ajam-221	215	74	(	(	PUNCT
ajam-221	215	75	0.078	0.078	NUM
ajam-221	215	76	)	)	PUNCT
ajam-221	215	77	(	(	PUNCT
ajam-221	215	78	0.179	0.179	NUM
ajam-221	215	79	)	)	PUNCT
ajam-221	216	1	-0.5	-0.5	NOUN
ajam-221	216	2	-0.022	-0.022	X
ajam-221	216	3	-0.899	-0.899	NOUN
ajam-221	217	1	0.023	0.023	NUM
ajam-221	217	2	0.755	0.755	NUM
ajam-221	217	3	education	education	NOUN
ajam-221	217	4	(	(	PUNCT
ajam-221	217	5	0.009	0.009	NUM
ajam-221	217	6	)	)	PUNCT
ajam-221	217	7	(	(	PUNCT
ajam-221	217	8	0.402	0.402	NUM
ajam-221	217	9	)	)	PUNCT
ajam-221	217	10	-2.29	-2.29	NOUN
ajam-221	217	11	*	*	PUNCT
ajam-221	217	12	*	*	PUNCT
ajam-221	217	13	(	(	PUNCT
ajam-221	217	14	0.013	0.013	NUM
ajam-221	217	15	)	)	PUNCT
ajam-221	217	16	(	(	PUNCT
ajam-221	217	17	0.441	0.441	NUM
ajam-221	217	18	)	)	PUNCT
ajam-221	217	19	1.74	1.74	NUM
ajam-221	217	20	*	*	SYM
ajam-221	217	21	0.098	0.098	NUM
ajam-221	217	22	0.245	0.245	NUM
ajam-221	217	23	-0.169	-0.169	SYM
ajam-221	217	24	-0.327	-0.327	NOUN
ajam-221	217	25	production	production	NOUN
ajam-221	217	26	orientation	orientation	NOUN
ajam-221	217	27	(	(	PUNCT
ajam-221	217	28	0.050	0.050	NUM
ajam-221	217	29	)	)	PUNCT
ajam-221	217	30	(	(	PUNCT
ajam-221	217	31	0.128	0.128	NUM
ajam-221	217	32	)	)	PUNCT
ajam-221	217	33	1.95	1.95	NUM
ajam-221	217	34	*	*	SYM
ajam-221	217	35	(	(	PUNCT
ajam-221	217	36	0.072	0.072	NUM
ajam-221	217	37	)	)	PUNCT
ajam-221	217	38	(	(	PUNCT
ajam-221	217	39	0.143	0.143	NUM
ajam-221	217	40	)	)	PUNCT
ajam-221	217	41	-2.36	-2.36	NOUN
ajam-221	217	42	*	*	PUNCT
ajam-221	217	43	*	*	PUNCT
ajam-221	217	44	-0.001	-0.001	NOUN
ajam-221	217	45	-0.005	-0.005	PUNCT
ajam-221	217	46	-0.141	-0.141	NOUN
ajam-221	217	47	-0.765	-0.765	PUNCT
ajam-221	217	48	soil	soil	NOUN
ajam-221	217	49	diversity	diversity	NOUN
ajam-221	217	50	(	(	PUNCT
ajam-221	217	51	0.042	0.042	NUM
ajam-221	217	52	)	)	PUNCT
ajam-221	217	53	(	(	PUNCT
ajam-221	217	54	0.295	0.295	NUM
ajam-221	217	55	)	)	PUNCT
ajam-221	217	56	-0.02	-0.02	NUM
ajam-221	217	57	(	(	PUNCT
ajam-221	217	58	0.060	0.060	NUM
ajam-221	217	59	)	)	PUNCT
ajam-221	217	60	(	(	PUNCT
ajam-221	217	61	0.337	0.337	NUM
ajam-221	217	62	)	)	PUNCT
ajam-221	217	63	-2.34	-2.34	PRON
ajam-221	217	64	*	*	PUNCT
ajam-221	217	65	*	*	NOUN
ajam-221	217	66	3.3e-01	3.3e-01	NUM
ajam-221	217	67	0.274	0.274	NUM
ajam-221	217	68	-0.071	-0.071	PUNCT
ajam-221	217	69	-0.046	-0.046	VERB
ajam-221	217	70	scale	scale	NOUN
ajam-221	217	71	of	of	ADP
ajam-221	217	72	operation	operation	NOUN
ajam-221	217	73	(	(	PUNCT
ajam-221	217	74	1.4e-01	1.4e-01	NUM
ajam-221	217	75	)	)	PUNCT
ajam-221	217	76	(	(	PUNCT
ajam-221	217	77	0.119	0.119	NUM
ajam-221	217	78	)	)	PUNCT
ajam-221	217	79	2.37	2.37	NUM
ajam-221	217	80	*	*	PUNCT
ajam-221	217	81	*	*	PUNCT
ajam-221	217	82	(	(	PUNCT
ajam-221	217	83	0.198	0.198	NUM
ajam-221	217	84	)	)	PUNCT
ajam-221	217	85	(	(	PUNCT
ajam-221	217	86	0.128	0.128	NUM
ajam-221	217	87	)	)	PUNCT
ajam-221	217	88	-0.36	-0.36	NOUN
ajam-221	217	89	2.0e-05	2.0e-05	NUM
ajam-221	217	90	0.094	0.094	NUM
ajam-221	217	91	-5.1e-06	-5.1e-06	ADJ
ajam-221	217	92	value	value	NOUN
ajam-221	217	93	of	of	ADP
ajam-221	217	94	donkey	donkey	NOUN
ajam-221	217	95	(	(	PUNCT
ajam-221	217	96	8.9e-06	8.9e-06	NUM
ajam-221	217	97	)	)	PUNCT
ajam-221	217	98	(	(	PUNCT
ajam-221	217	99	0.044	0.044	NUM
ajam-221	217	100	)	)	PUNCT
ajam-221	217	101	2.2	2.2	NUM
ajam-221	217	102	*	*	PUNCT
ajam-221	217	103	*	*	PUNCT
ajam-221	217	104	(	(	PUNCT
ajam-221	217	105	1.3e-05	1.3e-05	NOUN
ajam-221	217	106	)	)	PUNCT
ajam-221	217	107	-0.4	-0.4	NOUN
ajam-221	217	108	1.4e-07	1.4e-07	NUM
ajam-221	217	109	0.048	0.048	NUM
ajam-221	217	110	-2.0e-07	-2.0e-07	PUNCT
ajam-221	217	111	household	household	NOUN
ajam-221	217	112	wealth	wealth	NOUN
ajam-221	217	113	(	(	PUNCT
ajam-221	217	114	1.8e-07	1.8e-07	NUM
ajam-221	217	115	)	)	PUNCT
ajam-221	217	116	(	(	PUNCT
ajam-221	217	117	0.061	0.061	NUM
ajam-221	217	118	)	)	PUNCT
ajam-221	217	119	0.79	0.79	NUM
ajam-221	217	120	(	(	PUNCT
ajam-221	217	121	2.5e-07	2.5e-07	NUM
ajam-221	217	122	)	)	PUNCT
ajam-221	217	123	-0.78	-0.78	NOUN
ajam-221	217	124	-2.3e-02	-2.3e-02	PROPN
ajam-221	217	125	0.039	0.039	NUM
ajam-221	217	126	exogenous	exogenous	ADJ
ajam-221	217	127	income	income	NOUN
ajam-221	217	128	(	(	PUNCT
ajam-221	217	129	6.1e-02	6.1e-02	NUM
ajam-221	217	130	)	)	PUNCT
ajam-221	217	131	-0.38	-0.38	PUNCT
ajam-221	217	132	(	(	PUNCT
ajam-221	217	133	0.087	0.087	NUM
ajam-221	217	134	)	)	PUNCT
ajam-221	217	135	0.45	0.45	NUM
ajam-221	217	136	2.6e-01	2.6e-01	NUM
ajam-221	217	137	0.301	0.301	NUM
ajam-221	217	138	constant	constant	ADJ
ajam-221	217	139	(	(	PUNCT
ajam-221	217	140	9.8e-02	9.8e-02	NOUN
ajam-221	217	141	)	)	PUNCT
ajam-221	217	142	2.64	2.64	NUM
ajam-221	217	143	*	*	PUNCT
ajam-221	217	144	*	*	PUNCT
ajam-221	217	145	*	*	PUNCT
ajam-221	217	146	(	(	PUNCT
ajam-221	217	147	0.139	0.139	NUM
ajam-221	217	148	)	)	PUNCT
ajam-221	217	149	2.16	2.16	NUM
ajam-221	217	150	*	*	PUNCT
ajam-221	217	151	*	*	PUNCT
ajam-221	217	152	observations	observation	NOUN
ajam-221	217	153	38	38	NUM
ajam-221	217	154	38	38	NUM
ajam-221	217	155	f	f	NOUN
ajam-221	217	156	(	(	PUNCT
ajam-221	217	157	10	10	NUM
ajam-221	217	158	,	,	PUNCT
ajam-221	217	159	27	27	NUM
ajam-221	217	160	)	)	PUNCT
ajam-221	217	161	2.88	2.88	NUM
ajam-221	217	162	2.46	2.46	NUM
ajam-221	217	163	prob	prob	NOUN
ajam-221	217	164	>	>	X
ajam-221	217	165	f	f	PROPN
ajam-221	218	1	0.014	0.014	NUM
ajam-221	218	2	0.0308	0.0308	NUM
ajam-221	218	3	r2	r2	PROPN
ajam-221	218	4	0.5161	0.5161	NUM
ajam-221	218	5	0.4766	0.4766	NUM
ajam-221	218	6	adj	adj	NOUN
ajam-221	218	7	.	.	PUNCT
ajam-221	219	1	r	r	NOUN
ajam-221	219	2	2	2	NUM
ajam-221	219	3	0.3369	0.3369	NUM
ajam-221	219	4	0.2827	0.2827	NUM
ajam-221	219	5	root	root	NOUN
ajam-221	219	6	mse	mse	NOUN
ajam-221	219	7	0.11748	0.11748	NUM
ajam-221	219	8	0.16744	0.16744	NUM
ajam-221	219	9	allocated	allocate	VERB
ajam-221	219	10	to	to	ADP
ajam-221	219	11	glp2	glp2	PROPN
ajam-221	219	12	(	(	PUNCT
ajam-221	219	13	a	a	DET
ajam-221	219	14	market	market	NOUN
ajam-221	219	15	variety	variety	NOUN
ajam-221	219	16	)	)	PUNCT
ajam-221	219	17	,	,	PUNCT
ajam-221	219	18	but	but	CCONJ
ajam-221	219	19	the	the	DET
ajam-221	219	20	magnitude	magnitude	NOUN
ajam-221	219	21	is	be	AUX
ajam-221	219	22	too	too	ADV
ajam-221	219	23	small	small	ADJ
ajam-221	219	24	to	to	PART
ajam-221	219	25	matter	matter	VERB
ajam-221	219	26	.	.	PUNCT
ajam-221	220	1	discussion	discussion	NOUN
ajam-221	220	2	this	this	DET
ajam-221	220	3	paper	paper	NOUN
ajam-221	220	4	highlights	highlight	NOUN
ajam-221	220	5	important	important	ADJ
ajam-221	220	6	variety	variety	NOUN
ajam-221	220	7	attributes	attribute	NOUN
ajam-221	220	8	,	,	PUNCT
ajam-221	220	9	their	their	PRON
ajam-221	220	10	supply	supply	NOUN
ajam-221	220	11	by	by	ADP
ajam-221	220	12	varieties	variety	NOUN
ajam-221	220	13	grown	grow	VERB
ajam-221	220	14	,	,	PUNCT
ajam-221	220	15	their	their	PRON
ajam-221	220	16	effect	effect	NOUN
ajam-221	220	17	and	and	CCONJ
ajam-221	220	18	that	that	PRON
ajam-221	220	19	of	of	ADP
ajam-221	220	20	other	other	ADJ
ajam-221	220	21	factors	factor	NOUN
ajam-221	220	22	on	on	ADP
ajam-221	220	23	the	the	DET
ajam-221	220	24	variety	variety	NOUN
ajam-221	220	25	demand	demand	NOUN
ajam-221	220	26	in	in	ADP
ajam-221	220	27	drought	drought	NOUN
ajam-221	220	28	parts	part	NOUN
ajam-221	220	29	of	of	ADP
ajam-221	220	30	kenya	kenya	PROPN
ajam-221	220	31	.	.	PUNCT
ajam-221	221	1	although	although	SCONJ
ajam-221	221	2	the	the	DET
ajam-221	221	3	sample	sample	NOUN
ajam-221	221	4	was	be	AUX
ajam-221	221	5	taken	take	VERB
ajam-221	221	6	from	from	ADP
ajam-221	221	7	eastern	eastern	ADJ
ajam-221	221	8	kenya	kenya	PROPN
ajam-221	221	9	,	,	PUNCT
ajam-221	221	10	results	result	NOUN
ajam-221	221	11	have	have	VERB
ajam-221	221	12	implications	implication	NOUN
ajam-221	221	13	for	for	ADP
ajam-221	221	14	other	other	ADJ
ajam-221	221	15	areas	area	NOUN
ajam-221	221	16	with	with	ADP
ajam-221	221	17	similar	similar	ADJ
ajam-221	221	18	socioeconomic	socioeconomic	ADJ
ajam-221	221	19	and	and	CCONJ
ajam-221	221	20	agro	agro	ADJ
ajam-221	221	21	-	-	PUNCT
ajam-221	221	22	ecological	ecological	ADJ
ajam-221	221	23	conditions	condition	NOUN
ajam-221	221	24	.	.	PUNCT
ajam-221	222	1	consistent	consistent	ADJ
ajam-221	222	2	with	with	ADP
ajam-221	222	3	the	the	DET
ajam-221	222	4	findings	finding	NOUN
ajam-221	222	5	of	of	ADP
ajam-221	222	6	the	the	DET
ajam-221	222	7	previous	previous	ADJ
ajam-221	222	8	research	research	NOUN
ajam-221	222	9	(	(	PUNCT
ajam-221	222	10	sperling	sperling	NOUN
ajam-221	222	11	et	et	PROPN
ajam-221	222	12	al	al	PROPN
ajam-221	222	13	.	.	PROPN
ajam-221	222	14	,	,	PUNCT
ajam-221	222	15	1993	1993	NUM
ajam-221	222	16	)	)	PUNCT
ajam-221	222	17	,	,	PUNCT
ajam-221	222	18	a	a	DET
ajam-221	222	19	high	high	ADJ
ajam-221	222	20	number	number	NOUN
ajam-221	222	21	of	of	ADP
ajam-221	222	22	variety	variety	NOUN
ajam-221	222	23	attributes	attribute	NOUN
ajam-221	222	24	is	be	AUX
ajam-221	222	25	preferred	prefer	VERB
ajam-221	222	26	.	.	PUNCT
ajam-221	223	1	this	this	DET
ajam-221	223	2	preference	preference	NOUN
ajam-221	223	3	is	be	AUX
ajam-221	223	4	largely	largely	ADV
ajam-221	223	5	derived	derive	VERB
ajam-221	223	6	from	from	ADP
ajam-221	223	7	the	the	DET
ajam-221	223	8	high	high	ADJ
ajam-221	223	9	incidences	incidence	NOUN
ajam-221	223	10	and	and	CCONJ
ajam-221	223	11	severity	severity	NOUN
ajam-221	223	12	of	of	ADP
ajam-221	223	13	biophysical	biophysical	ADJ
ajam-221	223	14	stresses	stress	NOUN
ajam-221	223	15	and	and	CCONJ
ajam-221	223	16	socioeconomic	socioeconomic	ADJ
ajam-221	223	17	problems	problem	NOUN
ajam-221	223	18	faced	face	VERB
ajam-221	223	19	by	by	ADP
ajam-221	223	20	farmers	farmer	NOUN
ajam-221	223	21	in	in	ADP
ajam-221	223	22	the	the	DET
ajam-221	223	23	study	study	NOUN
ajam-221	223	24	area	area	NOUN
ajam-221	223	25	(	(	PUNCT
ajam-221	223	26	katungi	katungi	NOUN
ajam-221	223	27	et	et	PROPN
ajam-221	223	28	al	al	PROPN
ajam-221	223	29	.	.	PROPN
ajam-221	223	30	,	,	PUNCT
ajam-221	223	31	2010	2010	NUM
ajam-221	223	32	)	)	PUNCT
ajam-221	223	33	.	.	PUNCT
ajam-221	224	1	all	all	DET
ajam-221	224	2	farmers	farmer	NOUN
ajam-221	224	3	attach	attach	VERB
ajam-221	224	4	high	high	ADJ
ajam-221	224	5	importance	importance	NOUN
ajam-221	224	6	to	to	ADP
ajam-221	224	7	all	all	DET
ajam-221	224	8	production	production	NOUN
ajam-221	224	9	attributes	attribute	NOUN
ajam-221	224	10	analyzed	analyze	VERB
ajam-221	224	11	in	in	ADP
ajam-221	224	12	this	this	DET
ajam-221	224	13	paper	paper	NOUN
ajam-221	224	14	,	,	PUNCT
ajam-221	224	15	while	while	SCONJ
ajam-221	224	16	they	they	PRON
ajam-221	224	17	significantly	significantly	ADV
ajam-221	224	18	differ	differ	VERB
ajam-221	224	19	in	in	ADP
ajam-221	224	20	their	their	PRON
ajam-221	224	21	stated	state	VERB
ajam-221	224	22	preferences	preference	NOUN
ajam-221	224	23	for	for	ADP
ajam-221	224	24	cooking	cooking	NOUN
ajam-221	224	25	time	time	NOUN
ajam-221	224	26	,	,	PUNCT
ajam-221	224	27	low	low	ADJ
ajam-221	224	28	flatulence	flatulence	NOUN
ajam-221	224	29	and	and	CCONJ
ajam-221	224	30	grain	grain	NOUN
ajam-221	224	31	size	size	NOUN
ajam-221	224	32	.	.	PUNCT
ajam-221	225	1	to	to	ADP
ajam-221	225	2	wealthier	wealthy	ADJ
ajam-221	225	3	households	household	NOUN
ajam-221	225	4	,	,	PUNCT
ajam-221	225	5	low	low	ADJ
ajam-221	225	6	flatulence	flatulence	NOUN
ajam-221	225	7	and	and	CCONJ
ajam-221	225	8	large	large	ADJ
ajam-221	225	9	grain	grain	NOUN
ajam-221	225	10	size	size	NOUN
ajam-221	225	11	are	be	AUX
ajam-221	225	12	very	very	ADV
ajam-221	225	13	important	important	ADJ
ajam-221	225	14	while	while	SCONJ
ajam-221	225	15	the	the	DET
ajam-221	225	16	medium	medium	NOUN
ajam-221	225	17	and	and	CCONJ
ajam-221	225	18	the	the	DET
ajam-221	225	19	poorer	poor	ADJ
ajam-221	225	20	households	household	NOUN
ajam-221	225	21	do	do	AUX
ajam-221	225	22	not	not	PART
ajam-221	225	23	mind	mind	VERB
ajam-221	225	24	any	any	DET
ajam-221	225	25	size	size	NOUN
ajam-221	225	26	.	.	PUNCT
ajam-221	226	1	on	on	ADP
ajam-221	226	2	the	the	DET
ajam-221	226	3	other	other	ADJ
ajam-221	226	4	hand	hand	NOUN
ajam-221	226	5	,	,	PUNCT
ajam-221	226	6	poorer	poor	ADJ
ajam-221	226	7	households	household	NOUN
ajam-221	226	8	prefer	prefer	VERB
ajam-221	226	9	a	a	DET
ajam-221	226	10	bean	bean	NOUN
ajam-221	226	11	variety	variety	NOUN
ajam-221	226	12	with	with	ADP
ajam-221	226	13	less	less	ADJ
ajam-221	226	14	cooking	cooking	NOUN
ajam-221	226	15	time	time	NOUN
ajam-221	226	16	because	because	SCONJ
ajam-221	226	17	these	these	DET
ajam-221	226	18	households	household	NOUN
ajam-221	226	19	lack	lack	VERB
ajam-221	226	20	the	the	DET
ajam-221	226	21	required	require	VERB
ajam-221	226	22	resources	resource	NOUN
ajam-221	226	23	to	to	PART
ajam-221	226	24	support	support	VERB
ajam-221	226	25	the	the	DET
ajam-221	226	26	extended	extended	ADJ
ajam-221	226	27	cooking	cooking	NOUN
ajam-221	226	28	time	time	NOUN
ajam-221	226	29	.	.	PUNCT
ajam-221	227	1	this	this	PRON
ajam-221	227	2	is	be	AUX
ajam-221	227	3	a	a	DET
ajam-221	227	4	key	key	ADJ
ajam-221	227	5	result	result	NOUN
ajam-221	227	6	and	and	CCONJ
ajam-221	227	7	has	have	AUX
ajam-221	227	8	not	not	PART
ajam-221	227	9	been	be	AUX
ajam-221	227	10	reported	report	VERB
ajam-221	227	11	from	from	ADP
ajam-221	227	12	other	other	ADJ
ajam-221	227	13	preference	preference	NOUN
ajam-221	227	14	studies	study	NOUN
ajam-221	227	15	on	on	ADP
ajam-221	227	16	common	common	ADJ
ajam-221	227	17	bean	bean	NOUN
ajam-221	227	18	.	.	PUNCT
ajam-221	228	1	the	the	DET
ajam-221	228	2	study	study	NOUN
ajam-221	228	3	findings	finding	NOUN
ajam-221	228	4	indicate	indicate	VERB
ajam-221	228	5	that	that	SCONJ
ajam-221	228	6	stated	state	VERB
ajam-221	228	7	consumption	consumption	NOUN
ajam-221	228	8	and	and	CCONJ
ajam-221	228	9	production	production	NOUN
ajam-221	228	10	preferences	preference	NOUN
ajam-221	228	11	significantly	significantly	ADV
ajam-221	228	12	explain	explain	VERB
ajam-221	228	13	the	the	DET
ajam-221	228	14	revealed	reveal	VERB
ajam-221	228	15	land	land	NOUN
ajam-221	228	16	allocations	allocation	NOUN
ajam-221	228	17	to	to	ADP
ajam-221	228	18	two	two	NUM
ajam-221	228	19	popular	popular	ADJ
ajam-221	228	20	varieties	variety	NOUN
ajam-221	228	21	grown	grow	VERB
ajam-221	228	22	in	in	ADP
ajam-221	228	23	eastern	eastern	ADJ
ajam-221	228	24	kenya	kenya	PROPN
ajam-221	228	25	.	.	PUNCT
ajam-221	229	1	this	this	PRON
ajam-221	229	2	is	be	AUX
ajam-221	229	3	consistent	consistent	ADJ
ajam-221	229	4	with	with	ADP
ajam-221	229	5	the	the	DET
ajam-221	229	6	agricultural	agricultural	ADJ
ajam-221	229	7	household	household	NOUN
ajam-221	229	8	model	model	NOUN
ajam-221	229	9	that	that	PRON
ajam-221	229	10	was	be	AUX
ajam-221	229	11	used	use	VERB
ajam-221	229	12	in	in	ADP
ajam-221	229	13	this	this	DET
ajam-221	229	14	study	study	NOUN
ajam-221	229	15	.	.	PUNCT
ajam-221	230	1	edmeades	edmeade	NOUN
ajam-221	230	2	(	(	PUNCT
ajam-221	230	3	2003	2003	NUM
ajam-221	230	4	)	)	PUNCT
ajam-221	230	5	also	also	ADV
ajam-221	230	6	applied	apply	VERB
ajam-221	230	7	an	an	DET
ajam-221	230	8	agricultural	agricultural	ADJ
ajam-221	230	9	household	household	NOUN
ajam-221	230	10	model	model	NOUN
ajam-221	230	11	to	to	PART
ajam-221	230	12	study	study	VERB
ajam-221	230	13	variety	variety	NOUN
ajam-221	230	14	choice	choice	NOUN
ajam-221	230	15	among	among	ADP
ajam-221	230	16	banana	banana	NOUN
ajam-221	230	17	producers	producer	NOUN
ajam-221	230	18	in	in	ADP
ajam-221	230	19	uganda	uganda	PROPN
ajam-221	230	20	and	and	CCONJ
ajam-221	230	21	obtained	obtain	VERB
ajam-221	230	22	similar	similar	ADJ
ajam-221	230	23	results	result	NOUN
ajam-221	230	24	.	.	PUNCT
ajam-221	231	1	the	the	DET
ajam-221	231	2	variety	variety	NOUN
ajam-221	231	3	attributes	attribute	NOUN
ajam-221	231	4	have	have	VERB
ajam-221	231	5	coefficients	coefficient	NOUN
ajam-221	231	6	of	of	ADP
ajam-221	231	7	larger	large	ADJ
ajam-221	231	8	magnitudes	magnitude	NOUN
ajam-221	231	9	,	,	PUNCT
ajam-221	231	10	implying	imply	VERB
ajam-221	231	11	that	that	SCONJ
ajam-221	231	12	variety	variety	NOUN
ajam-221	231	13	preferences	preference	NOUN
ajam-221	231	14	are	be	AUX
ajam-221	231	15	the	the	DET
ajam-221	231	16	important	important	ADJ
ajam-221	231	17	determinants	determinant	NOUN
ajam-221	231	18	of	of	ADP
ajam-221	231	19	land	land	NOUN
ajam-221	231	20	allocation	allocation	NOUN
ajam-221	231	21	to	to	ADP
ajam-221	231	22	a	a	DET
ajam-221	231	23	common	common	ADJ
ajam-221	231	24	bean	bean	NOUN
ajam-221	231	25	variety	variety	NOUN
ajam-221	231	26	,	,	PUNCT
ajam-221	231	27	underscoring	underscore	VERB
ajam-221	231	28	the	the	DET
ajam-221	231	29	importance	importance	NOUN
ajam-221	231	30	of	of	ADP
ajam-221	231	31	clear	clear	ADJ
ajam-221	231	32	understanding	understanding	NOUN
ajam-221	231	33	of	of	ADP
ajam-221	231	34	farmers‟	farmers‟	NOUN
ajam-221	231	35	preferences	preference	NOUN
ajam-221	231	36	.	.	PUNCT
ajam-221	232	1	the	the	DET
ajam-221	232	2	study	study	NOUN
ajam-221	232	3	has	have	AUX
ajam-221	232	4	elaborated	elaborate	VERB
ajam-221	232	5	that	that	SCONJ
ajam-221	232	6	households	household	NOUN
ajam-221	232	7	attach	attach	VERB
ajam-221	232	8	high	high	ADJ
ajam-221	232	9	importance	importance	NOUN
ajam-221	232	10	on	on	ADP
ajam-221	232	11	production	production	NOUN
ajam-221	232	12	and	and	CCONJ
ajam-221	232	13	consumption	consumption	NOUN
ajam-221	232	14	attributes	attribute	NOUN
ajam-221	232	15	,	,	PUNCT
ajam-221	232	16	implying	imply	VERB
ajam-221	232	17	that	that	SCONJ
ajam-221	232	18	genetic	genetic	ADJ
ajam-221	232	19	improvement	improvement	NOUN
ajam-221	232	20	that	that	PRON
ajam-221	232	21	incorporates	incorporate	VERB
ajam-221	232	22	both	both	DET
ajam-221	232	23	desirable	desirable	ADJ
ajam-221	232	24	production	production	NOUN
ajam-221	232	25	and	and	CCONJ
ajam-221	232	26	consumption	consumption	NOUN
ajam-221	232	27	traits	trait	NOUN
ajam-221	232	28	would	would	AUX
ajam-221	232	29	enhance	enhance	VERB
ajam-221	232	30	the	the	DET
ajam-221	232	31	welfare	welfare	NOUN
ajam-221	232	32	of	of	ADP
ajam-221	232	33	these	these	DET
ajam-221	232	34	people	people	NOUN
ajam-221	232	35	,	,	PUNCT
ajam-221	232	36	especially	especially	ADV
ajam-221	232	37	the	the	DET
ajam-221	232	38	poorer	poor	ADJ
ajam-221	232	39	households	household	NOUN
ajam-221	232	40	.	.	PUNCT
ajam-221	233	1	therefore	therefore	ADV
ajam-221	233	2	,	,	PUNCT
ajam-221	233	3	breeding	breeding	NOUN
ajam-221	233	4	effort	effort	NOUN
ajam-221	233	5	should	should	AUX
ajam-221	233	6	target	target	VERB
ajam-221	233	7	producing	produce	VERB
ajam-221	233	8	varieties	variety	NOUN
ajam-221	233	9	with	with	ADP
ajam-221	233	10	superior	superior	ADJ
ajam-221	233	11	production	production	NOUN
ajam-221	233	12	attributes	attribute	NOUN
ajam-221	233	13	that	that	PRON
ajam-221	233	14	are	be	AUX
ajam-221	233	15	compatible	compatible	ADJ
ajam-221	233	16	with	with	ADP
ajam-221	233	17	farmers‟	farmers‟	NOUN
ajam-221	233	18	consumption	consumption	NOUN
ajam-221	233	19	preferences	preference	NOUN
ajam-221	233	20	.	.	PUNCT
ajam-221	234	1	results	result	NOUN
ajam-221	234	2	further	far	ADV
ajam-221	234	3	revealed	reveal	VERB
ajam-221	234	4	that	that	SCONJ
ajam-221	234	5	farmers	farmer	NOUN
ajam-221	234	6	in	in	ADP
ajam-221	234	7	drought	drought	NOUN
ajam-221	234	8	areas	area	NOUN
ajam-221	234	9	are	be	AUX
ajam-221	234	10	more	more	ADV
ajam-221	234	11	responsive	responsive	ADJ
ajam-221	234	12	to	to	ADP
ajam-221	234	13	production	production	NOUN
ajam-221	234	14	attributes	attribute	NOUN
ajam-221	234	15	and	and	CCONJ
ajam-221	234	16	value	value	VERB
ajam-221	234	17	them	they	PRON
ajam-221	234	18	highly	highly	ADV
ajam-221	234	19	compared	compare	VERB
ajam-221	234	20	to	to	ADP
ajam-221	234	21	consumption	consumption	NOUN
ajam-221	234	22	attributes	attribute	NOUN
ajam-221	234	23	.	.	PUNCT
ajam-221	235	1	this	this	PRON
ajam-221	235	2	implies	imply	VERB
ajam-221	235	3	that	that	DET
ajam-221	235	4	introduction	introduction	NOUN
ajam-221	235	5	of	of	ADP
ajam-221	235	6	varieties	variety	NOUN
ajam-221	235	7	with	with	ADP
ajam-221	235	8	superior	superior	ADJ
ajam-221	235	9	production	production	NOUN
ajam-221	235	10	attributes	attribute	NOUN
ajam-221	235	11	than	than	SCONJ
ajam-221	235	12	is	be	AUX
ajam-221	235	13	currently	currently	ADV
ajam-221	235	14	supplied	supply	VERB
ajam-221	235	15	by	by	ADP
ajam-221	235	16	the	the	DET
ajam-221	235	17	popular	popular	ADJ
ajam-221	235	18	varieties	variety	NOUN
ajam-221	235	19	will	will	AUX
ajam-221	235	20	be	be	AUX
ajam-221	235	21	widely	widely	ADV
ajam-221	235	22	adopted	adopt	VERB
ajam-221	235	23	even	even	ADV
ajam-221	235	24	when	when	SCONJ
ajam-221	235	25	their	their	PRON
ajam-221	235	26	consumption	consumption	NOUN
ajam-221	235	27	attributes	attribute	NOUN
ajam-221	235	28	are	be	AUX
ajam-221	235	29	the	the	DET
ajam-221	235	30	same	same	ADJ
ajam-221	235	31	as	as	ADP
ajam-221	235	32	that	that	PRON
ajam-221	235	33	of	of	ADP
ajam-221	235	34	the	the	DET
ajam-221	235	35	existing	exist	VERB
ajam-221	235	36	varieties	variety	NOUN
ajam-221	235	37	or	or	CCONJ
ajam-221	235	38	reduced	reduce	VERB
ajam-221	235	39	slightly	slightly	ADV
ajam-221	235	40	.	.	PUNCT
ajam-221	236	1	the	the	DET
ajam-221	236	2	study	study	NOUN
ajam-221	236	3	has	have	AUX
ajam-221	236	4	also	also	ADV
ajam-221	236	5	demonstrated	demonstrate	VERB
ajam-221	236	6	that	that	SCONJ
ajam-221	236	7	in	in	ADP
ajam-221	236	8	addition	addition	NOUN
ajam-221	236	9	to	to	ADP
ajam-221	236	10	variety	variety	NOUN
ajam-221	236	11	attributes	attribute	NOUN
ajam-221	236	12	,	,	PUNCT
ajam-221	236	13	education	education	NOUN
ajam-221	236	14	of	of	ADP
ajam-221	236	15	the	the	DET
ajam-221	236	16	production	production	NOUN
ajam-221	236	17	decision	decision	NOUN
ajam-221	236	18	maker	maker	NOUN
ajam-221	236	19	,	,	PUNCT
ajam-221	236	20	farm	farm	NOUN
ajam-221	236	21	size	size	NOUN
ajam-221	236	22	,	,	PUNCT
ajam-221	236	23	diversity	diversity	NOUN
ajam-221	236	24	of	of	ADP
ajam-221	236	25	soils	soil	NOUN
ajam-221	236	26	on	on	ADP
ajam-221	236	27	the	the	DET
ajam-221	236	28	farm	farm	NOUN
ajam-221	236	29	and	and	CCONJ
ajam-221	236	30	production	production	NOUN
ajam-221	236	31	orientation	orientation	NOUN
ajam-221	236	32	significantly	significantly	ADV
ajam-221	236	33	explain	explain	VERB
ajam-221	236	34	variation	variation	NOUN
ajam-221	236	35	in	in	ADP
ajam-221	236	36	the	the	DET
ajam-221	236	37	extent	extent	NOUN
ajam-221	236	38	of	of	ADP
ajam-221	236	39	variety	variety	NOUN
ajam-221	236	40	planting	planting	NOUN
ajam-221	236	41	across	across	ADP
ajam-221	236	42	households	household	NOUN
ajam-221	236	43	.	.	PUNCT
ajam-221	237	1	study	study	NOUN
ajam-221	237	2	results	result	NOUN
ajam-221	237	3	indicate	indicate	VERB
ajam-221	237	4	that	that	SCONJ
ajam-221	237	5	the	the	DET
ajam-221	237	6	area	area	NOUN
ajam-221	237	7	share	share	NOUN
ajam-221	237	8	allocated	allocate	VERB
ajam-221	237	9	to	to	ADP
ajam-221	237	10	a	a	DET
ajam-221	237	11	risk	risk	NOUN
ajam-221	237	12	increasing	increase	VERB
ajam-221	237	13	variety	variety	NOUN
ajam-221	237	14	(	(	PUNCT
ajam-221	237	15	glp2	glp2	PROPN
ajam-221	237	16	red	red	NOUN
ajam-221	237	17	mottled	mottle	VERB
ajam-221	237	18	)	)	PUNCT
ajam-221	237	19	increases	increase	NOUN
ajam-221	237	20	with	with	ADP
ajam-221	237	21	farm	farm	NOUN
ajam-221	237	22	size	size	NOUN
ajam-221	237	23	because	because	SCONJ
ajam-221	237	24	larger	large	ADJ
ajam-221	237	25	farmers	farmer	NOUN
ajam-221	237	26	have	have	VERB
ajam-221	237	27	the	the	DET
ajam-221	237	28	ability	ability	NOUN
ajam-221	237	29	to	to	PART
ajam-221	237	30	diffuse	diffuse	VERB
ajam-221	237	31	risk	risk	NOUN
ajam-221	237	32	through	through	ADP
ajam-221	237	33	better	well	ADJ
ajam-221	237	34	access	access	NOUN
ajam-221	237	35	to	to	ADP
ajam-221	237	36	credit	credit	NOUN
ajam-221	237	37	(	(	PUNCT
ajam-221	237	38	feder	feder	NOUN
ajam-221	237	39	,	,	PUNCT
ajam-221	237	40	1980	1980	NUM
ajam-221	237	41	;	;	PUNCT
ajam-221	237	42	feder	feder	PROPN
ajam-221	237	43	et	et	PROPN
ajam-221	237	44	al	al	PROPN
ajam-221	237	45	.	.	PROPN
ajam-221	237	46	,	,	PUNCT
ajam-221	237	47	1985	1985	NUM
ajam-221	237	48	;	;	PUNCT
ajam-221	237	49	knight	knight	PROPN
ajam-221	237	50	et	et	PROPN
ajam-221	237	51	al	al	PROPN
ajam-221	237	52	.	.	PROPN
ajam-221	237	53	,	,	PUNCT
ajam-221	237	54	2003	2003	NUM
ajam-221	237	55	)	)	PUNCT
ajam-221	237	56	.	.	PUNCT
ajam-221	238	1	controlling	control	VERB
ajam-221	238	2	for	for	ADP
ajam-221	238	3	farm	farm	NOUN
ajam-221	238	4	size	size	NOUN
ajam-221	238	5	and	and	CCONJ
ajam-221	238	6	other	other	ADJ
ajam-221	238	7	factors	factor	NOUN
ajam-221	238	8	,	,	PUNCT
ajam-221	238	9	education	education	NOUN
ajam-221	238	10	seems	seem	VERB
ajam-221	238	11	to	to	PART
ajam-221	238	12	reduce	reduce	VERB
ajam-221	238	13	land	land	NOUN
ajam-221	238	14	allocation	allocation	NOUN
ajam-221	238	15	to	to	ADP
ajam-221	238	16	the	the	DET
ajam-221	238	17	risk	risk	NOUN
ajam-221	238	18	increasing	increase	VERB
ajam-221	238	19	variety	variety	NOUN
ajam-221	238	20	.	.	PUNCT
ajam-221	239	1	although	although	SCONJ
ajam-221	239	2	education	education	NOUN
ajam-221	239	3	has	have	AUX
ajam-221	239	4	been	be	AUX
ajam-221	239	5	demonstrated	demonstrate	VERB
ajam-221	239	6	to	to	PART
ajam-221	239	7	act	act	VERB
ajam-221	239	8	through	through	ADP
ajam-221	239	9	its	its	PRON
ajam-221	239	10	positive	positive	ADJ
ajam-221	239	11	effect	effect	NOUN
ajam-221	239	12	on	on	ADP
ajam-221	239	13	information	information	NOUN
ajam-221	239	14	(	(	PUNCT
ajam-221	239	15	schultz	schultz	PROPN
ajam-221	239	16	,	,	PUNCT
ajam-221	239	17	1975	1975	NUM
ajam-221	239	18	)	)	PUNCT
ajam-221	239	19	,	,	PUNCT
ajam-221	239	20	we	we	PRON
ajam-221	239	21	do	do	AUX
ajam-221	239	22	not	not	PART
ajam-221	239	23	expect	expect	VERB
ajam-221	239	24	this	this	DET
ajam-221	239	25	mechanism	mechanism	NOUN
ajam-221	239	26	to	to	PART
ajam-221	239	27	be	be	AUX
ajam-221	239	28	important	important	ADJ
ajam-221	239	29	in	in	ADP
ajam-221	239	30	land	land	NOUN
ajam-221	239	31	allocation	allocation	NOUN
ajam-221	239	32	to	to	ADP
ajam-221	239	33	the	the	DET
ajam-221	239	34	two	two	NUM
ajam-221	239	35	varieties	variety	NOUN
ajam-221	239	36	considered	consider	VERB
ajam-221	239	37	in	in	ADP
ajam-221	239	38	this	this	DET
ajam-221	239	39	study	study	NOUN
ajam-221	239	40	since	since	SCONJ
ajam-221	239	41	these	these	DET
ajam-221	239	42	varieties	variety	NOUN
ajam-221	239	43	have	have	AUX
ajam-221	239	44	been	be	AUX
ajam-221	239	45	grown	grow	VERB
ajam-221	239	46	for	for	ADP
ajam-221	239	47	long	long	ADJ
ajam-221	239	48	in	in	ADP
ajam-221	239	49	the	the	DET
ajam-221	239	50	community	community	NOUN
ajam-221	239	51	and	and	CCONJ
ajam-221	239	52	almost	almost	ADV
ajam-221	239	53	every	every	PRON
ajam-221	239	54	farmer	farmer	NOUN
ajam-221	239	55	is	be	AUX
ajam-221	239	56	considered	consider	VERB
ajam-221	239	57	to	to	PART
ajam-221	239	58	have	have	VERB
ajam-221	239	59	information	information	NOUN
ajam-221	239	60	about	about	ADP
ajam-221	239	61	them	they	PRON
ajam-221	239	62	.	.	PUNCT
ajam-221	240	1	instead	instead	ADV
ajam-221	240	2	,	,	PUNCT
ajam-221	240	3	the	the	DET
ajam-221	240	4	result	result	NOUN
ajam-221	240	5	implies	imply	VERB
ajam-221	240	6	that	that	SCONJ
ajam-221	240	7	as	as	SCONJ
ajam-221	240	8	drought	drought	NOUN
ajam-221	240	9	in	in	ADP
ajam-221	240	10	kenya	kenya	PROPN
ajam-221	240	11	increasingly	increasingly	ADV
ajam-221	240	12	becomes	become	VERB
ajam-221	240	13	more	more	ADV
ajam-221	240	14	important	important	ADJ
ajam-221	240	15	(	(	PUNCT
ajam-221	240	16	sperling	sperling	NOUN
ajam-221	240	17	,	,	PUNCT
ajam-221	240	18	2002	2002	NUM
ajam-221	240	19	)	)	PUNCT
ajam-221	240	20	and	and	CCONJ
ajam-221	240	21	bean	bean	NOUN
ajam-221	240	22	markets	market	NOUN
ajam-221	240	23	increasingly	increasingly	ADV
ajam-221	240	24	rely	rely	VERB
ajam-221	240	25	on	on	ADP
ajam-221	240	26	imports	import	NOUN
ajam-221	240	27	,	,	PUNCT
ajam-221	240	28	better	well	ADV
ajam-221	240	29	educated	educate	VERB
ajam-221	240	30	decision	decision	NOUN
ajam-221	240	31	makers	maker	NOUN
ajam-221	240	32	choose	choose	VERB
ajam-221	240	33	to	to	PART
ajam-221	240	34	allocate	allocate	VERB
ajam-221	240	35	more	more	ADJ
ajam-221	240	36	land	land	NOUN
ajam-221	240	37	to	to	ADP
ajam-221	240	38	varieties	variety	NOUN
ajam-221	240	39	less	less	ADV
ajam-221	240	40	vulnerable	vulnerable	ADJ
ajam-221	240	41	to	to	ADP
ajam-221	240	42	drought	drought	NOUN
ajam-221	240	43	while	while	SCONJ
ajam-221	240	44	they	they	PRON
ajam-221	240	45	depend	depend	VERB
ajam-221	240	46	on	on	ADP
ajam-221	240	47	the	the	DET
ajam-221	240	48	markets	market	NOUN
ajam-221	240	49	for	for	ADP
ajam-221	240	50	varieties	variety	NOUN
ajam-221	240	51	considered	consider	VERB
ajam-221	240	52	more	more	ADV
ajam-221	240	53	vulnerable	vulnerable	ADJ
ajam-221	240	54	to	to	ADP
ajam-221	240	55	drought	drought	NOUN
ajam-221	240	56	as	as	ADP
ajam-221	240	57	a	a	DET
ajam-221	240	58	way	way	NOUN
ajam-221	240	59	of	of	ADP
ajam-221	240	60	enhancing	enhance	VERB
ajam-221	240	61	productivity	productivity	NOUN
ajam-221	240	62	of	of	ADP
ajam-221	240	63	their	their	PRON
ajam-221	240	64	resource	resource	NOUN
ajam-221	240	65	.	.	PUNCT
ajam-221	241	1	several	several	ADJ
ajam-221	241	2	empirical	empirical	ADJ
ajam-221	241	3	studies	study	NOUN
ajam-221	241	4	reviewed	review	VERB
ajam-221	241	5	by	by	ADP
ajam-221	241	6	feder	feder	PROPN
ajam-221	241	7	et	et	PROPN
ajam-221	241	8	al	al	PROPN
ajam-221	241	9	.	.	PROPN
ajam-221	241	10	(	(	PUNCT
ajam-221	241	11	1985	1985	NUM
ajam-221	241	12	)	)	PUNCT
ajam-221	241	13	have	have	AUX
ajam-221	241	14	confirmed	confirm	VERB
ajam-221	241	15	the	the	DET
ajam-221	241	16	positive	positive	ADJ
ajam-221	241	17	effect	effect	NOUN
ajam-221	241	18	of	of	ADP
ajam-221	241	19	education	education	NOUN
ajam-221	241	20	on	on	ADP
ajam-221	241	21	allocative	allocative	ADJ
ajam-221	241	22	efficiency	efficiency	NOUN
ajam-221	241	23	in	in	ADP
ajam-221	241	24	agriculture	agriculture	NOUN
ajam-221	241	25	,	,	PUNCT
ajam-221	241	26	particularly	particularly	ADV
ajam-221	241	27	,	,	PUNCT
ajam-221	241	28	under	under	ADP
ajam-221	241	29	changing	change	VERB
ajam-221	241	30	environment	environment	NOUN
ajam-221	241	31	.	.	PUNCT
ajam-221	242	1	results	result	NOUN
ajam-221	242	2	also	also	ADV
ajam-221	242	3	show	show	VERB
ajam-221	242	4	that	that	SCONJ
ajam-221	242	5	area	area	NOUN
ajam-221	242	6	allocation	allocation	NOUN
ajam-221	242	7	to	to	ADP
ajam-221	242	8	each	each	DET
ajam-221	242	9	variety	variety	NOUN
ajam-221	242	10	reduces	reduce	VERB
ajam-221	242	11	with	with	ADP
ajam-221	242	12	increase	increase	NOUN
ajam-221	242	13	in	in	ADP
ajam-221	242	14	soil	soil	NOUN
ajam-221	242	15	type	type	NOUN
ajam-221	242	16	heterogeneity	heterogeneity	NOUN
ajam-221	242	17	on	on	ADP
ajam-221	242	18	the	the	DET
ajam-221	242	19	farm	farm	NOUN
ajam-221	242	20	which	which	PRON
ajam-221	242	21	is	be	AUX
ajam-221	242	22	consistent	consistent	ADJ
ajam-221	242	23	with	with	ADP
ajam-221	242	24	the	the	DET
ajam-221	242	25	findings	finding	NOUN
ajam-221	242	26	in	in	ADP
ajam-221	242	27	literature	literature	NOUN
ajam-221	242	28	that	that	PRON
ajam-221	242	29	farmers	farmer	NOUN
ajam-221	242	30	match	match	VERB
ajam-221	242	31	their	their	PRON
ajam-221	242	32	crop	crop	NOUN
ajam-221	242	33	varieties	variety	NOUN
ajam-221	242	34	with	with	ADP
ajam-221	242	35	soil	soil	NOUN
ajam-221	242	36	types	type	NOUN
ajam-221	242	37	(	(	PUNCT
ajam-221	242	38	bellon	bellon	NOUN
ajam-221	242	39	and	and	CCONJ
ajam-221	242	40	taylor	taylor	PROPN
ajam-221	242	41	,	,	PUNCT
ajam-221	242	42	1993	1993	NUM
ajam-221	242	43	)	)	PUNCT
ajam-221	242	44	and	and	CCONJ
ajam-221	242	45	this	this	PRON
ajam-221	242	46	could	could	AUX
ajam-221	242	47	result	result	VERB
ajam-221	242	48	in	in	ADP
ajam-221	242	49	each	each	DET
ajam-221	242	50	variety	variety	NOUN
ajam-221	242	51	occupying	occupy	VERB
ajam-221	242	52	a	a	DET
ajam-221	242	53	small	small	ADJ
ajam-221	242	54	portion	portion	NOUN
ajam-221	242	55	of	of	ADP
ajam-221	242	56	the	the	DET
ajam-221	242	57	land	land	NOUN
ajam-221	242	58	.	.	PUNCT
ajam-221	243	1	furthermore	furthermore	ADV
ajam-221	243	2	,	,	PUNCT
ajam-221	243	3	farmers	farmer	NOUN
ajam-221	243	4	with	with	ADP
ajam-221	243	5	commercial	commercial	ADJ
ajam-221	243	6	production	production	NOUN
ajam-221	243	7	orientation	orientation	NOUN
ajam-221	243	8	tend	tend	VERB
ajam-221	243	9	to	to	PART
ajam-221	243	10	trade	trade	VERB
ajam-221	243	11	-	-	PUNCT
ajam-221	243	12	off	off	ADP
ajam-221	243	13	expected	expect	VERB
ajam-221	243	14	yield	yield	NOUN
ajam-221	243	15	with	with	ADP
ajam-221	243	16	high	high	ADJ
ajam-221	243	17	marketability	marketability	NOUN
ajam-221	243	18	.	.	PUNCT
ajam-221	244	1	the	the	DET
ajam-221	244	2	implication	implication	NOUN
ajam-221	244	3	is	be	AUX
ajam-221	244	4	that	that	SCONJ
ajam-221	244	5	as	as	SCONJ
ajam-221	244	6	markets	market	NOUN
ajam-221	244	7	develop	develop	VERB
ajam-221	244	8	and	and	CCONJ
ajam-221	244	9	market	market	NOUN
ajam-221	244	10	attributes	attribute	NOUN
ajam-221	244	11	become	become	VERB
ajam-221	244	12	more	more	ADV
ajam-221	244	13	important	important	ADJ
ajam-221	244	14	,	,	PUNCT
ajam-221	244	15	area	area	NOUN
ajam-221	244	16	under	under	ADP
ajam-221	244	17	common	common	ADJ
ajam-221	244	18	bean	bean	NOUN
ajam-221	244	19	cultivation	cultivation	NOUN
ajam-221	244	20	may	may	AUX
ajam-221	244	21	shift	shift	VERB
ajam-221	244	22	to	to	ADP
ajam-221	244	23	more	more	ADV
ajam-221	244	24	marketable	marketable	ADJ
ajam-221	244	25	varieties	variety	NOUN
ajam-221	244	26	even	even	ADV
ajam-221	244	27	in	in	ADP
ajam-221	244	28	drought	drought	NOUN
ajam-221	244	29	prone	prone	ADJ
ajam-221	244	30	areas	area	NOUN
ajam-221	244	31	.	.	PUNCT
ajam-221	245	1	this	this	PRON
ajam-221	245	2	could	could	AUX
ajam-221	245	3	further	far	ADV
ajam-221	245	4	reduce	reduce	VERB
ajam-221	245	5	common	common	ADJ
ajam-221	245	6	bean	bean	NOUN
ajam-221	245	7	productivity	productivity	NOUN
ajam-221	245	8	.	.	PUNCT
ajam-221	246	1	conclusions	conclusion	NOUN
ajam-221	246	2	the	the	DET
ajam-221	246	3	study	study	NOUN
ajam-221	246	4	findings	finding	NOUN
ajam-221	246	5	have	have	VERB
ajam-221	246	6	important	important	ADJ
ajam-221	246	7	implications	implication	NOUN
ajam-221	246	8	for	for	ADP
ajam-221	246	9	breeding	breeding	NOUN
ajam-221	246	10	,	,	PUNCT
ajam-221	246	11	as	as	ADV
ajam-221	246	12	well	well	ADV
ajam-221	246	13	as	as	ADP
ajam-221	246	14	variety	variety	NOUN
ajam-221	246	15	dissemination	dissemination	NOUN
ajam-221	246	16	.	.	PUNCT
ajam-221	247	1	for	for	ADP
ajam-221	247	2	breeding	breeding	NOUN
ajam-221	247	3	,	,	PUNCT
ajam-221	247	4	the	the	DET
ajam-221	247	5	study	study	NOUN
ajam-221	247	6	findings	finding	VERB
ajam-221	247	7	support	support	VERB
ajam-221	247	8	the	the	DET
ajam-221	247	9	conclusion	conclusion	NOUN
ajam-221	247	10	that	that	SCONJ
ajam-221	247	11	varietal	varietal	ADJ
ajam-221	247	12	adaptation	adaptation	NOUN
ajam-221	247	13	to	to	ADP
ajam-221	247	14	environmental	environmental	ADJ
ajam-221	247	15	stresses	stress	NOUN
ajam-221	247	16	that	that	PRON
ajam-221	247	17	also	also	ADV
ajam-221	247	18	strive	strive	VERB
ajam-221	247	19	to	to	PART
ajam-221	247	20	reduce	reduce	VERB
ajam-221	247	21	the	the	DET
ajam-221	247	22	cooking	cooking	NOUN
ajam-221	247	23	time	time	NOUN
ajam-221	247	24	,	,	PUNCT
ajam-221	247	25	enhance	enhance	VERB
ajam-221	247	26	the	the	DET
ajam-221	247	27	keeping	keep	VERB
ajam-221	247	28	quality	quality	NOUN
ajam-221	247	29	and	and	CCONJ
ajam-221	247	30	grain	grain	NOUN
ajam-221	247	31	colour	colour	NOUN
ajam-221	247	32	will	will	AUX
ajam-221	247	33	greatly	greatly	ADV
ajam-221	247	34	benefit	benefit	VERB
ajam-221	247	35	the	the	DET
ajam-221	247	36	poor	poor	ADJ
ajam-221	247	37	.	.	PUNCT
ajam-221	248	1	however	however	ADV
ajam-221	248	2	,	,	PUNCT
ajam-221	248	3	when	when	SCONJ
ajam-221	248	4	multi	multi	ADJ
ajam-221	248	5	-	-	ADJ
ajam-221	248	6	attribute	attribute	NOUN
ajam-221	248	7	breeding	breeding	NOUN
ajam-221	248	8	is	be	AUX
ajam-221	248	9	not	not	PART
ajam-221	248	10	feasible	feasible	ADJ
ajam-221	248	11	or	or	CCONJ
ajam-221	248	12	is	be	AUX
ajam-221	248	13	long	long	ADJ
ajam-221	248	14	term	term	NOUN
ajam-221	248	15	,	,	PUNCT
ajam-221	248	16	prioritizing	prioritize	VERB
ajam-221	248	17	the	the	DET
ajam-221	248	18	improvement	improvement	NOUN
ajam-221	248	19	of	of	ADP
ajam-221	248	20	production	production	NOUN
ajam-221	248	21	attributes	attribute	NOUN
ajam-221	248	22	as	as	ADP
ajam-221	248	23	a	a	DET
ajam-221	248	24	short	short	ADJ
ajam-221	248	25	term	term	NOUN
ajam-221	248	26	goal	goal	NOUN
ajam-221	248	27	seems	seem	VERB
ajam-221	248	28	an	an	DET
ajam-221	248	29	efficient	efficient	ADJ
ajam-221	248	30	strategy	strategy	NOUN
ajam-221	248	31	.	.	PUNCT
ajam-221	249	1	trade	trade	NOUN
ajam-221	249	2	-	-	PUNCT
ajam-221	249	3	off	off	NOUN
ajam-221	249	4	between	between	ADP
ajam-221	249	5	desirable	desirable	ADJ
ajam-221	249	6	production	production	NOUN
ajam-221	249	7	attributes	attribute	NOUN
ajam-221	249	8	and	and	CCONJ
ajam-221	249	9	marketability	marketability	NOUN
ajam-221	249	10	need	need	VERB
ajam-221	249	11	to	to	PART
ajam-221	249	12	account	account	VERB
ajam-221	249	13	for	for	ADP
ajam-221	249	14	exogenous	exogenous	ADJ
ajam-221	249	15	factors	factor	NOUN
ajam-221	249	16	that	that	PRON
ajam-221	249	17	are	be	AUX
ajam-221	249	18	important	important	ADJ
ajam-221	249	19	in	in	ADP
ajam-221	249	20	variety	variety	NOUN
ajam-221	249	21	planting	planting	NOUN
ajam-221	249	22	decisions	decision	NOUN
ajam-221	249	23	but	but	CCONJ
ajam-221	249	24	subject	subject	NOUN
ajam-221	249	25	to	to	ADP
ajam-221	249	26	change	change	NOUN
ajam-221	249	27	.	.	PUNCT
ajam-221	250	1	for	for	ADP
ajam-221	250	2	example	example	NOUN
ajam-221	250	3	,	,	PUNCT
ajam-221	250	4	the	the	DET
ajam-221	250	5	study	study	NOUN
ajam-221	250	6	findings	finding	VERB
ajam-221	250	7	point	point	VERB
ajam-221	250	8	to	to	ADP
ajam-221	250	9	a	a	DET
ajam-221	250	10	possibility	possibility	NOUN
ajam-221	250	11	of	of	ADP
ajam-221	250	12	a	a	DET
ajam-221	250	13	future	future	ADJ
ajam-221	250	14	shift	shift	NOUN
ajam-221	250	15	in	in	ADP
ajam-221	250	16	land	land	NOUN
ajam-221	250	17	to	to	PART
ajam-221	250	18	well	well	ADV
ajam-221	250	19	adapted	adapt	VERB
ajam-221	250	20	varieties	variety	NOUN
ajam-221	250	21	as	as	SCONJ
ajam-221	250	22	farm	farm	NOUN
ajam-221	250	23	sizes	size	NOUN
ajam-221	250	24	become	become	VERB
ajam-221	250	25	smaller	small	ADJ
ajam-221	250	26	due	due	ADJ
ajam-221	250	27	to	to	ADP
ajam-221	250	28	increases	increase	NOUN
ajam-221	250	29	in	in	ADP
ajam-221	250	30	population	population	NOUN
ajam-221	250	31	pressures	pressure	NOUN
ajam-221	250	32	and	and	CCONJ
ajam-221	250	33	household	household	NOUN
ajam-221	250	34	access	access	NOUN
ajam-221	250	35	to	to	ADP
ajam-221	250	36	markets	market	NOUN
ajam-221	250	37	in	in	ADP
ajam-221	250	38	neighbouring	neighbouring	ADJ
ajam-221	250	39	countries	country	NOUN
ajam-221	250	40	with	with	ADP
ajam-221	250	41	a	a	DET
ajam-221	250	42	comparative	comparative	ADJ
ajam-221	250	43	advantage	advantage	NOUN
ajam-221	250	44	in	in	ADP
ajam-221	250	45	the	the	DET
ajam-221	250	46	production	production	NOUN
ajam-221	250	47	of	of	ADP
ajam-221	250	48	market	market	NOUN
ajam-221	250	49	varieties	variety	NOUN
ajam-221	250	50	improves	improve	VERB
ajam-221	250	51	.	.	PUNCT
ajam-221	251	1	in	in	ADP
ajam-221	251	2	the	the	DET
ajam-221	251	3	long	long	ADJ
ajam-221	251	4	term	term	NOUN
ajam-221	251	5	,	,	PUNCT
ajam-221	251	6	there	there	PRON
ajam-221	251	7	is	be	VERB
ajam-221	251	8	need	need	NOUN
ajam-221	251	9	for	for	ADP
ajam-221	251	10	breeding	breed	VERB
ajam-221	251	11	strategy	strategy	NOUN
ajam-221	251	12	that	that	PRON
ajam-221	251	13	simultaneously	simultaneously	ADV
ajam-221	251	14	enhances	enhance	VERB
ajam-221	251	15	the	the	DET
ajam-221	251	16	production	production	NOUN
ajam-221	251	17	,	,	PUNCT
ajam-221	251	18	as	as	ADV
ajam-221	251	19	well	well	ADV
ajam-221	251	20	as	as	ADP
ajam-221	251	21	marketability	marketability	NOUN
ajam-221	251	22	of	of	ADP
ajam-221	251	23	varieties	variety	NOUN
ajam-221	251	24	even	even	ADV
ajam-221	251	25	in	in	ADP
ajam-221	251	26	drought	drought	NOUN
ajam-221	251	27	prone	prone	ADJ
ajam-221	251	28	areas	area	NOUN
ajam-221	251	29	.	.	PUNCT
ajam-221	252	1	study	study	NOUN
ajam-221	252	2	findings	finding	NOUN
ajam-221	252	3	also	also	ADV
ajam-221	252	4	imply	imply	VERB
ajam-221	252	5	that	that	SCONJ
ajam-221	252	6	during	during	ADP
ajam-221	252	7	variety	variety	NOUN
ajam-221	252	8	dissemination	dissemination	NOUN
ajam-221	252	9	,	,	PUNCT
ajam-221	252	10	information	information	NOUN
ajam-221	252	11	related	relate	VERB
ajam-221	252	12	with	with	ADP
ajam-221	252	13	less	less	ADJ
ajam-221	252	14	tangible	tangible	ADJ
ajam-221	252	15	variety	variety	NOUN
ajam-221	252	16	attributes	attribute	NOUN
ajam-221	252	17	such	such	ADJ
ajam-221	252	18	as	as	ADP
ajam-221	252	19	cooking	cooking	NOUN
ajam-221	252	20	time	time	NOUN
ajam-221	252	21	and	and	CCONJ
ajam-221	252	22	keeping	keep	VERB
ajam-221	252	23	quality	quality	NOUN
ajam-221	252	24	should	should	AUX
ajam-221	252	25	be	be	AUX
ajam-221	252	26	packaged	package	VERB
ajam-221	252	27	and	and	CCONJ
ajam-221	252	28	disseminated	disseminate	VERB
ajam-221	252	29	alongside	alongside	ADP
ajam-221	252	30	varieties	variety	NOUN
ajam-221	252	31	to	to	PART
ajam-221	252	32	facilitate	facilitate	VERB
ajam-221	252	33	adoption	adoption	NOUN
ajam-221	252	34	decision	decision	NOUN
ajam-221	252	35	making	making	NOUN
ajam-221	252	36	process	process	NOUN
ajam-221	252	37	and	and	CCONJ
ajam-221	252	38	faster	fast	ADJ
ajam-221	252	39	diffusion	diffusion	NOUN
ajam-221	252	40	of	of	ADP
ajam-221	252	41	varieties	variety	NOUN
ajam-221	252	42	.	.	PUNCT
ajam-221	253	1	acknowledgements	acknowledgement	NOUN
ajam-221	253	2	this	this	DET
ajam-221	253	3	study	study	NOUN
ajam-221	253	4	was	be	AUX
ajam-221	253	5	done	do	VERB
ajam-221	253	6	as	as	ADP
ajam-221	253	7	part	part	NOUN
ajam-221	253	8	of	of	ADP
ajam-221	253	9	a	a	DET
ajam-221	253	10	project	project	NOUN
ajam-221	253	11	funded	fund	VERB
ajam-221	253	12	by	by	ADP
ajam-221	253	13	bill	bill	NOUN
ajam-221	253	14	and	and	CCONJ
ajam-221	253	15	melinda	melinda	PROPN
ajam-221	253	16	gates	gates	PROPN
ajam-221	253	17	foundation	foundation	PROPN
ajam-221	253	18	.	.	PUNCT
ajam-221	254	1	the	the	DET
ajam-221	254	2	good	good	ADJ
ajam-221	254	3	collaboration	collaboration	NOUN
ajam-221	254	4	of	of	ADP
ajam-221	254	5	the	the	DET
ajam-221	254	6	international	international	ADJ
ajam-221	254	7	centre	centre	NOUN
ajam-221	254	8	for	for	ADP
ajam-221	254	9	tropical	tropical	ADJ
ajam-221	254	10	agriculture	agriculture	NOUN
ajam-221	254	11	(	(	PUNCT
ajam-221	254	12	ciat	ciat	PROPN
ajam-221	254	13	)	)	PUNCT
ajam-221	254	14	,	,	PUNCT
ajam-221	254	15	international	international	PROPN
ajam-221	254	16	crops	crops	PROPN
ajam-221	254	17	research	research	PROPN
ajam-221	254	18	institute	institute	PROPN
ajam-221	254	19	for	for	ADP
ajam-221	254	20	the	the	DET
ajam-221	254	21	semi	semi	ADJ
ajam-221	254	22	-	-	ADJ
ajam-221	254	23	arid	arid	ADJ
ajam-221	254	24	tropics	tropic	NOUN
ajam-221	254	25	(	(	PUNCT
ajam-221	254	26	icrisat	icrisat	NOUN
ajam-221	254	27	)	)	PUNCT
ajam-221	254	28	and	and	CCONJ
ajam-221	254	29	international	international	PROPN
ajam-221	254	30	institute	institute	PROPN
ajam-221	254	31	of	of	ADP
ajam-221	254	32	tropical	tropical	ADJ
ajam-221	254	33	agriculture	agriculture	NOUN
ajam-221	254	34	(	(	PUNCT
ajam-221	254	35	iita	iita	PROPN
ajam-221	254	36	)	)	PUNCT
ajam-221	254	37	and	and	CCONJ
ajam-221	254	38	kari	kari	PROPN
ajam-221	254	39	contributed	contribute	VERB
ajam-221	254	40	greatly	greatly	ADV
ajam-221	254	41	to	to	ADP
ajam-221	254	42	the	the	DET
ajam-221	254	43	success	success	NOUN
ajam-221	254	44	of	of	ADP
ajam-221	254	45	this	this	DET
ajam-221	254	46	project	project	NOUN
ajam-221	254	47	.	.	PUNCT
ajam-221	255	1	the	the	DET
ajam-221	255	2	kenya	kenya	PROPN
ajam-221	255	3	agriculture	agriculture	PROPN
ajam-221	255	4	research	research	PROPN
ajam-221	255	5	institute	institute	PROPN
ajam-221	255	6	in	in	ADP
ajam-221	255	7	katumani	katumani	PROPN
ajam-221	255	8	greatly	greatly	ADV
ajam-221	255	9	facilitated	facilitate	VERB
ajam-221	255	10	data	data	NOUN
ajam-221	255	11	collection	collection	NOUN
ajam-221	255	12	and	and	CCONJ
ajam-221	255	13	the	the	DET
ajam-221	255	14	initial	initial	ADJ
ajam-221	255	15	analysis	analysis	NOUN
ajam-221	255	16	of	of	ADP
ajam-221	255	17	the	the	DET
ajam-221	255	18	study	study	NOUN
ajam-221	255	19	.	.	PUNCT
ajam-221	256	1	references	reference	NOUN
ajam-221	256	2	bellon	bellon	NOUN
ajam-221	256	3	m	m	PROPN
ajam-221	256	4	,	,	PUNCT
ajam-221	256	5	taylor	taylor	PROPN
ajam-221	256	6	j	j	PROPN
ajam-221	256	7	(	(	PUNCT
ajam-221	256	8	1993	1993	NUM
ajam-221	256	9	)	)	PUNCT
ajam-221	256	10	.	.	PUNCT
ajam-221	257	1	“	"	PUNCT
ajam-221	257	2	folk	folk	NOUN
ajam-221	257	3	”	"	PUNCT
ajam-221	257	4	soil	soil	NOUN
ajam-221	257	5	taxonomy	taxonomy	NOUN
ajam-221	257	6	and	and	CCONJ
ajam-221	257	7	the	the	DET
ajam-221	257	8	partial	partial	ADJ
ajam-221	257	9	adoption	adoption	NOUN
ajam-221	257	10	of	of	ADP
ajam-221	257	11	new	new	ADJ
ajam-221	257	12	seed	seed	NOUN
ajam-221	257	13	varieties	variety	NOUN
ajam-221	257	14	.	.	PUNCT
ajam-221	258	1	econ	econ	PROPN
ajam-221	258	2	.	.	PUNCT
ajam-221	259	1	dev	dev	PROPN
ajam-221	259	2	.	.	PUNCT
ajam-221	259	3	cult	cult	PROPN
ajam-221	259	4	.	.	PUNCT
ajam-221	260	1	change	change	NOUN
ajam-221	260	2	,	,	PUNCT
ajam-221	260	3	41	41	NUM
ajam-221	260	4	:	:	SYM
ajam-221	260	5	763	763	NUM
ajam-221	260	6	-	-	SYM
ajam-221	260	7	786	786	NUM
ajam-221	260	8	bellon	bellon	NOUN
ajam-221	260	9	mr	mr	PROPN
ajam-221	260	10	(	(	PUNCT
ajam-221	260	11	1996	1996	NUM
ajam-221	260	12	)	)	PUNCT
ajam-221	260	13	.	.	PUNCT
ajam-221	261	1	the	the	DET
ajam-221	261	2	dynamics	dynamic	NOUN
ajam-221	261	3	of	of	ADP
ajam-221	261	4	crop	crop	NOUN
ajam-221	261	5	intra	intra	ADJ
ajam-221	261	6	-	-	ADJ
ajam-221	261	7	specific	specific	ADJ
ajam-221	261	8	diversity	diversity	NOUN
ajam-221	261	9	:	:	PUNCT
ajam-221	261	10	a	a	DET
ajam-221	261	11	conceptual	conceptual	ADJ
ajam-221	261	12	framework	framework	NOUN
ajam-221	261	13	at	at	ADP
ajam-221	261	14	the	the	DET
ajam-221	261	15	farmer	farmer	NOUN
ajam-221	261	16	level	level	NOUN
ajam-221	261	17	.	.	PUNCT
ajam-221	262	1	econ	econ	PROPN
ajam-221	262	2	.	.	PUNCT
ajam-221	262	3	bot	bot	PROPN
ajam-221	262	4	.	.	PUNCT
ajam-221	263	1	,	,	PUNCT
ajam-221	263	2	50	50	NUM
ajam-221	263	3	:	:	SYM
ajam-221	263	4	26	26	NUM
ajam-221	263	5	-	-	SYM
ajam-221	263	6	39	39	NUM
ajam-221	263	7	.	.	PUNCT
ajam-221	264	1	de	de	X
ajam-221	264	2	janvry	janvry	PROPN
ajam-221	264	3	a	a	PROPN
ajam-221	264	4	,	,	PUNCT
ajam-221	264	5	fafchamps	fafchamps	PROPN
ajam-221	264	6	m	m	PRON
ajam-221	264	7	,	,	PUNCT
ajam-221	264	8	sadoulet	sadoulet	ADJ
ajam-221	264	9	e	e	X
ajam-221	264	10	(	(	PUNCT
ajam-221	264	11	1991	1991	NUM
ajam-221	264	12	)	)	PUNCT
ajam-221	264	13	.	.	PUNCT
ajam-221	265	1	peasant	peasant	ADJ
ajam-221	265	2	household	household	NOUN
ajam-221	265	3	behaviour	behaviour	NOUN
ajam-221	265	4	with	with	ADP
ajam-221	265	5	missing	miss	VERB
ajam-221	265	6	markets	market	NOUN
ajam-221	265	7	:	:	PUNCT
ajam-221	265	8	some	some	DET
ajam-221	265	9	paradoxes	paradox	NOUN
ajam-221	265	10	explained	explain	VERB
ajam-221	265	11	.	.	PUNCT
ajam-221	266	1	econ	econ	PROPN
ajam-221	266	2	.	.	PUNCT
ajam-221	267	1	j.	j.	PROPN
ajam-221	267	2	,	,	PUNCT
ajam-221	267	3	101	101	NUM
ajam-221	267	4	:	:	SYM
ajam-221	267	5	1400	1400	NUM
ajam-221	267	6	-	-	SYM
ajam-221	267	7	1417	1417	NUM
ajam-221	267	8	.	.	PUNCT
ajam-221	268	1	edmeades	edmeades	PROPN
ajam-221	268	2	s	s	PART
ajam-221	268	3	(	(	PUNCT
ajam-221	268	4	2003	2003	NUM
ajam-221	268	5	)	)	PUNCT
ajam-221	268	6	.	.	PUNCT
ajam-221	269	1	variety	variety	NOUN
ajam-221	269	2	choice	choice	NOUN
ajam-221	269	3	and	and	CCONJ
ajam-221	269	4	attribute	attribute	NOUN
ajam-221	269	5	trade	trade	NOUN
ajam-221	269	6	-	-	PUNCT
ajam-221	269	7	offs	off	NOUN
ajam-221	269	8	within	within	ADP
ajam-221	269	9	the	the	DET
ajam-221	269	10	framework	framework	NOUN
ajam-221	269	11	of	of	ADP
ajam-221	269	12	agricultural	agricultural	ADJ
ajam-221	269	13	household	household	NOUN
ajam-221	269	14	models	model	NOUN
ajam-221	269	15	:	:	PUNCT
ajam-221	269	16	the	the	DET
ajam-221	269	17	case	case	NOUN
ajam-221	269	18	of	of	ADP
ajam-221	269	19	bananas	banana	NOUN
ajam-221	269	20	in	in	ADP
ajam-221	269	21	uganda	uganda	PROPN
ajam-221	269	22	.	.	PUNCT
ajam-221	270	1	a	a	DET
ajam-221	270	2	phd	phd	NOUN
ajam-221	270	3	dissertation	dissertation	NOUN
ajam-221	270	4	,	,	PUNCT
ajam-221	270	5	north	north	PROPN
ajam-221	270	6	carolina	carolina	PROPN
ajam-221	270	7	state	state	PROPN
ajam-221	270	8	university	university	PROPN
ajam-221	270	9	.	.	PUNCT
ajam-221	271	1	faostat	faostat	PROPN
ajam-221	271	2	(	(	PUNCT
ajam-221	271	3	2010	2010	NUM
ajam-221	271	4	)	)	PUNCT
ajam-221	271	5	.	.	PUNCT
ajam-221	272	1	food	food	NOUN
ajam-221	272	2	and	and	CCONJ
ajam-221	272	3	agriculture	agriculture	NOUN
ajam-221	272	4	organization	organization	NOUN
ajam-221	272	5	at	at	ADP
ajam-221	272	6	www.fao.org	www.fao.org	PROPN
ajam-221	272	7	.	.	PUNCT
ajam-221	273	1	feder	feder	PROPN
ajam-221	273	2	g	g	PROPN
ajam-221	273	3	(	(	PUNCT
ajam-221	273	4	1980	1980	NUM
ajam-221	273	5	)	)	PUNCT
ajam-221	273	6	.	.	PUNCT
ajam-221	274	1	farm	farm	NOUN
ajam-221	274	2	size	size	NOUN
ajam-221	274	3	,	,	PUNCT
ajam-221	274	4	risk	risk	NOUN
ajam-221	274	5	aversion	aversion	NOUN
ajam-221	274	6	and	and	CCONJ
ajam-221	274	7	the	the	DET
ajam-221	274	8	adoption	adoption	NOUN
ajam-221	274	9	of	of	ADP
ajam-221	274	10	new	new	ADJ
ajam-221	274	11	technology	technology	NOUN
ajam-221	274	12	under	under	ADP
ajam-221	274	13	uncertainty	uncertainty	NOUN
ajam-221	274	14	”	"	PUNCT
ajam-221	274	15	.	.	PUNCT
ajam-221	275	1	oxford	oxford	PROPN
ajam-221	275	2	economic	economic	ADJ
ajam-221	275	3	papers	paper	NOUN
ajam-221	275	4	,	,	PUNCT
ajam-221	275	5	32	32	NUM
ajam-221	275	6	(	(	PUNCT
ajam-221	275	7	2	2	NUM
ajam-221	275	8	):	):	PUNCT
ajam-221	275	9	263283	263283	NUM
ajam-221	275	10	.	.	PUNCT
ajam-221	276	1	feder	feder	PROPN
ajam-221	276	2	g	g	PROPN
ajam-221	276	3	,	,	PUNCT
ajam-221	276	4	just	just	ADV
ajam-221	276	5	re	re	ADP
ajam-221	276	6	,	,	PUNCT
ajam-221	276	7	zilberman	zilberman	PROPN
ajam-221	276	8	d	d	PROPN
ajam-221	276	9	(	(	PUNCT
ajam-221	276	10	1985	1985	NUM
ajam-221	276	11	)	)	PUNCT
ajam-221	276	12	.	.	PUNCT
ajam-221	277	1	adoption	adoption	NOUN
ajam-221	277	2	of	of	ADP
ajam-221	277	3	agricultural	agricultural	ADJ
ajam-221	277	4	innovations	innovation	NOUN
ajam-221	277	5	in	in	ADP
ajam-221	277	6	developing	develop	VERB
ajam-221	277	7	countries	country	NOUN
ajam-221	277	8	:	:	PUNCT
ajam-221	277	9	a	a	DET
ajam-221	277	10	survey	survey	NOUN
ajam-221	277	11	.	.	PUNCT
ajam-221	278	1	econ	econ	PROPN
ajam-221	278	2	.	.	PUNCT
ajam-221	279	1	de	de	PROPN
ajam-221	279	2	.	.	PROPN
ajam-221	279	3	cult	cult	NOUN
ajam-221	279	4	.	.	PUNCT
ajam-221	280	1	change	change	NOUN
ajam-221	280	2	,	,	PUNCT
ajam-221	280	3	33	33	NUM
ajam-221	280	4	:	:	PUNCT
ajam-221	280	5	255	255	NUM
ajam-221	280	6	-	-	SYM
ajam-221	280	7	298	298	NUM
ajam-221	280	8	.	.	PUNCT
ajam-221	281	1	greene	greene	PROPN
ajam-221	281	2	w	w	PROPN
ajam-221	281	3	(	(	PUNCT
ajam-221	281	4	2000	2000	NUM
ajam-221	281	5	)	)	PUNCT
ajam-221	281	6	.	.	PUNCT
ajam-221	282	1	econometric	econometric	ADJ
ajam-221	282	2	analysis	analysis	NOUN
ajam-221	282	3	.	.	PUNCT
ajam-221	283	1	fourth	fourth	PROPN
ajam-221	283	2	edition	edition	NOUN
ajam-221	283	3	,	,	PUNCT
ajam-221	283	4	prentice	prentice	NOUN
ajam-221	283	5	hall	hall	PROPN
ajam-221	283	6	,	,	PUNCT
ajam-221	283	7	upper	upper	ADJ
ajam-221	283	8	saddle	saddle	NOUN
ajam-221	283	9	river	river	NOUN
ajam-221	283	10	,	,	PUNCT
ajam-221	283	11	new	new	PROPN
ajam-221	283	12	jersey	jersey	PROPN
ajam-221	283	13	.	.	PUNCT
ajam-221	284	1	katungi	katungi	NOUN
ajam-221	284	2	e	e	PROPN
ajam-221	284	3	,	,	PUNCT
ajam-221	284	4	farrow	farrow	PROPN
ajam-221	284	5	a	a	PROPN
ajam-221	284	6	,	,	PUNCT
ajam-221	284	7	mutuoki	mutuoki	NOUN
ajam-221	284	8	t	t	PROPN
ajam-221	284	9	,	,	PUNCT
ajam-221	284	10	gebeyehu	gebeyehu	PROPN
ajam-221	284	11	s	s	PROPN
ajam-221	284	12	,	,	PUNCT
ajam-221	284	13	karanja	karanja	PROPN
ajam-221	284	14	d	d	PROPN
ajam-221	284	15	,	,	PUNCT
ajam-221	284	16	alamayehu	alamayehu	PROPN
ajam-221	284	17	f	f	PROPN
ajam-221	284	18	,	,	PUNCT
ajam-221	284	19	sperling	sperling	PROPN
ajam-221	284	20	l	l	PROPN
ajam-221	284	21	,	,	PUNCT
ajam-221	284	22	beebe	beebe	PROPN
ajam-221	284	23	s	s	PROPN
ajam-221	284	24	,	,	PUNCT
ajam-221	284	25	rubyogo	rubyogo	PROPN
ajam-221	284	26	jc	jc	PROPN
ajam-221	284	27	,	,	PUNCT
ajam-221	284	28	buruchara	buruchara	NOUN
ajam-221	284	29	r	r	NOUN
ajam-221	284	30	(	(	PUNCT
ajam-221	284	31	2010	2010	NUM
ajam-221	284	32	)	)	PUNCT
ajam-221	284	33	.	.	PUNCT
ajam-221	285	1	improving	improve	VERB
ajam-221	285	2	common	common	ADJ
ajam-221	285	3	bean	bean	NOUN
ajam-221	285	4	productivity	productivity	NOUN
ajam-221	285	5	.	.	PUNCT
ajam-221	286	1	an	an	DET
ajam-221	286	2	analysis	analysis	NOUN
ajam-221	286	3	of	of	ADP
ajam-221	286	4	socio	socio	NOUN
ajam-221	286	5	-	-	PUNCT
ajam-221	286	6	economic	economic	ADJ
ajam-221	286	7	factors	factor	NOUN
ajam-221	286	8	in	in	ADP
ajam-221	286	9	ethiopia	ethiopia	PROPN
ajam-221	286	10	and	and	CCONJ
ajam-221	286	11	eastern	eastern	PROPN
ajam-221	286	12	kenya	kenya	PROPN
ajam-221	286	13	.	.	PUNCT
ajam-221	287	1	ciat	ciat	PROPN
ajam-221	287	2	working	work	VERB
ajam-221	287	3	document	document	NOUN
ajam-221	287	4	#	#	SYM
ajam-221	287	5	217	217	NUM
ajam-221	287	6	.	.	PUNCT
ajam-221	288	1	knight	knight	PROPN
ajam-221	288	2	j	j	PROPN
ajam-221	288	3	,	,	PUNCT
ajam-221	288	4	weir	weir	PROPN
ajam-221	288	5	s	s	PROPN
ajam-221	288	6	,	,	PUNCT
ajam-221	288	7	woldehanna	woldehanna	PROPN
ajam-221	288	8	t	t	PROPN
ajam-221	288	9	(	(	PUNCT
ajam-221	288	10	2003	2003	NUM
ajam-221	288	11	)	)	PUNCT
ajam-221	288	12	.	.	PUNCT
ajam-221	289	1	the	the	DET
ajam-221	289	2	role	role	NOUN
ajam-221	289	3	of	of	ADP
ajam-221	289	4	education	education	NOUN
ajam-221	289	5	in	in	ADP
ajam-221	289	6	facilitating	facilitate	VERB
ajam-221	289	7	risk	risk	NOUN
ajam-221	289	8	-	-	PUNCT
ajam-221	289	9	taking	taking	NOUN
ajam-221	289	10	and	and	CCONJ
ajam-221	289	11	innovation	innovation	NOUN
ajam-221	289	12	in	in	ADP
ajam-221	289	13	agriculture	agriculture	NOUN
ajam-221	289	14	.	.	PUNCT
ajam-221	290	1	j.	j.	PROPN
ajam-221	290	2	dev	dev	PROPN
ajam-221	290	3	.	.	PROPN
ajam-221	290	4	stud	stud	PROPN
ajam-221	290	5	.	.	PUNCT
ajam-221	290	6	,	,	PUNCT
ajam-221	290	7	39(6	39(6	NUM
ajam-221	290	8	):	):	PUNCT
ajam-221	290	9	1	1	NUM
ajam-221	290	10	-	-	SYM
ajam-221	290	11	22	22	NUM
ajam-221	290	12	.	.	PUNCT
ajam-221	291	1	lancaster	lancaster	PROPN
ajam-221	291	2	kj	kj	PROPN
ajam-221	291	3	(	(	PUNCT
ajam-221	291	4	1966	1966	NUM
ajam-221	291	5	)	)	PUNCT
ajam-221	291	6	.	.	PUNCT
ajam-221	292	1	a	a	DET
ajam-221	292	2	new	new	ADJ
ajam-221	292	3	approach	approach	NOUN
ajam-221	292	4	to	to	ADP
ajam-221	292	5	consumer	consumer	NOUN
ajam-221	292	6	theory	theory	NOUN
ajam-221	292	7	.	.	PUNCT
ajam-221	293	1	j.	j.	PROPN
ajam-221	293	2	polit	polit	PROPN
ajam-221	293	3	.	.	PROPN
ajam-221	293	4	econ	econ	PROPN
ajam-221	293	5	.	.	PROPN
ajam-221	293	6	,	,	PUNCT
ajam-221	293	7	74	74	NUM
ajam-221	293	8	:	:	SYM
ajam-221	293	9	132	132	NUM
ajam-221	293	10	-	-	SYM
ajam-221	293	11	157	157	NUM
ajam-221	293	12	.	.	PUNCT
ajam-221	294	1	mwita	mwita	PROPN
ajam-221	294	2	r	r	PROPN
ajam-221	294	3	j	j	PROPN
ajam-221	294	4	,	,	PUNCT
ajam-221	294	5	mavua	mavua	PROPN
ajam-221	294	6	k	k	PROPN
ajam-221	294	7	,	,	PUNCT
ajam-221	294	8	audi	audi	PROPN
ajam-221	294	9	po	po	PROPN
ajam-221	294	10	(	(	PUNCT
ajam-221	294	11	1981	1981	NUM
ajam-221	294	12	)	)	PUNCT
ajam-221	294	13	.	.	PUNCT
ajam-221	295	1	the	the	DET
ajam-221	295	2	farming	farming	NOUN
ajam-221	295	3	system	system	NOUN
ajam-221	295	4	of	of	ADP
ajam-221	295	5	lowland	lowland	PROPN
ajam-221	295	6	machakos	machakos	PROPN
ajam-221	295	7	district	district	PROPN
ajam-221	295	8	,	,	PUNCT
ajam-221	295	9	kenya	kenya	PROPN
ajam-221	295	10	.	.	PUNCT
ajam-221	296	1	report	report	NOUN
ajam-221	296	2	of	of	ADP
ajam-221	296	3	farm	farm	NOUN
ajam-221	296	4	survey	survey	NOUN
ajam-221	296	5	results	result	VERB
ajam-221	296	6	from	from	ADP
ajam-221	296	7	mwala	mwala	PROPN
ajam-221	296	8	location	location	NOUN
ajam-221	296	9	.	.	PUNCT
ajam-221	297	1	technical	technical	ADJ
ajam-221	297	2	report	report	NOUN
ajam-221	297	3	no.1	no.1	X
ajam-221	297	4	odendo	odendo	PROPN
ajam-221	297	5	m	m	PROPN
ajam-221	297	6	,	,	PUNCT
ajam-221	297	7	david	david	PROPN
ajam-221	297	8	s	s	PROPN
ajam-221	297	9	,	,	PUNCT
ajam-221	297	10	kalyebara	kalyebara	PROPN
ajam-221	297	11	r	r	NOUN
ajam-221	297	12	(	(	PUNCT
ajam-221	297	13	2004	2004	NUM
ajam-221	297	14	)	)	PUNCT
ajam-221	297	15	.	.	PUNCT
ajam-221	298	1	the	the	DET
ajam-221	298	2	key	key	ADJ
ajam-221	298	3	role	role	NOUN
ajam-221	298	4	of	of	ADP
ajam-221	298	5	beans	bean	NOUN
ajam-221	298	6	in	in	ADP
ajam-221	298	7	poverty	poverty	NOUN
ajam-221	298	8	alleviation	alleviation	NOUN
ajam-221	298	9	:	:	PUNCT
ajam-221	298	10	lessons	lesson	NOUN
ajam-221	298	11	from	from	ADP
ajam-221	298	12	the	the	DET
ajam-221	298	13	impact	impact	NOUN
ajam-221	298	14	of	of	ADP
ajam-221	298	15	improved	improved	ADJ
ajam-221	298	16	bean	bean	NOUN
ajam-221	298	17	varieties	variety	NOUN
ajam-221	298	18	in	in	ADP
ajam-221	298	19	western	western	ADJ
ajam-221	298	20	kenya	kenya	NOUN
ajam-221	298	21	,	,	PUNCT
ajam-221	298	22	occasional	occasional	ADJ
ajam-221	298	23	publications	publication	NOUN
ajam-221	298	24	series	series	NOUN
ajam-221	298	25	,	,	PUNCT
ajam-221	298	26	no.43	no.43	PROPN
ajam-221	298	27	.	.	PUNCT
ajam-221	299	1	sadoulet	sadoulet	PROPN
ajam-221	299	2	e	e	PROPN
ajam-221	299	3	,	,	PUNCT
ajam-221	299	4	de	de	X
ajam-221	299	5	janvry	janvry	PROPN
ajam-221	299	6	a	a	PRON
ajam-221	299	7	(	(	PUNCT
ajam-221	299	8	1995	1995	NUM
ajam-221	299	9	)	)	PUNCT
ajam-221	299	10	.	.	PUNCT
ajam-221	300	1	quantitative	quantitative	ADJ
ajam-221	300	2	development	development	NOUN
ajam-221	300	3	policy	policy	NOUN
ajam-221	300	4	analysis	analysis	NOUN
ajam-221	300	5	.	.	PUNCT
ajam-221	301	1	the	the	DET
ajam-221	301	2	john	john	PROPN
ajam-221	301	3	hopkins	hopkins	PROPN
ajam-221	301	4	university	university	PROPN
ajam-221	301	5	press	press	NOUN
ajam-221	301	6	,	,	PUNCT
ajam-221	301	7	baltimore	baltimore	PROPN
ajam-221	301	8	and	and	CCONJ
ajam-221	301	9	london	london	PROPN
ajam-221	301	10	.	.	PUNCT
ajam-221	302	1	schultz	schultz	PROPN
ajam-221	302	2	t	t	PROPN
ajam-221	302	3	(	(	PUNCT
ajam-221	302	4	1975	1975	NUM
ajam-221	302	5	)	)	PUNCT
ajam-221	302	6	.	.	PUNCT
ajam-221	303	1	the	the	DET
ajam-221	303	2	value	value	NOUN
ajam-221	303	3	of	of	ADP
ajam-221	303	4	the	the	DET
ajam-221	303	5	ability	ability	NOUN
ajam-221	303	6	to	to	PART
ajam-221	303	7	deal	deal	VERB
ajam-221	303	8	with	with	ADP
ajam-221	303	9	disequilibria	disequilibria	PROPN
ajam-221	303	10	.	.	PUNCT
ajam-221	304	1	j.	j.	PROPN
ajam-221	304	2	econ	econ	PROPN
ajam-221	304	3	.	.	PUNCT
ajam-221	305	1	lit	lit	PROPN
ajam-221	305	2	.	.	PUNCT
ajam-221	306	1	,	,	PUNCT
ajam-221	306	2	13	13	NUM
ajam-221	306	3	(	(	PUNCT
ajam-221	306	4	3	3	NUM
ajam-221	306	5	):	):	PUNCT
ajam-221	306	6	827	827	NUM
ajam-221	306	7	-	-	SYM
ajam-221	306	8	846	846	NUM
ajam-221	306	9	.	.	PUNCT
ajam-221	307	1	singh	singh	PROPN
ajam-221	307	2	i	i	PROPN
ajam-221	307	3	,	,	PUNCT
ajam-221	307	4	squire	squire	PROPN
ajam-221	307	5	l	l	PROPN
ajam-221	307	6	,	,	PUNCT
ajam-221	307	7	strauss	strauss	PROPN
ajam-221	307	8	j	j	PROPN
ajam-221	307	9	(	(	PUNCT
ajam-221	307	10	eds	eds	PROPN
ajam-221	307	11	)	)	PUNCT
ajam-221	307	12	(	(	PUNCT
ajam-221	307	13	1986	1986	NUM
ajam-221	307	14	)	)	PUNCT
ajam-221	307	15	.	.	PUNCT
ajam-221	308	1	agricultural	agricultural	ADJ
ajam-221	308	2	household	household	NOUN
ajam-221	308	3	models	model	NOUN
ajam-221	308	4	.	.	PUNCT
ajam-221	309	1	extension	extension	NOUN
ajam-221	309	2	,	,	PUNCT
ajam-221	309	3	applications	application	NOUN
ajam-221	309	4	and	and	CCONJ
ajam-221	309	5	policy	policy	NOUN
ajam-221	309	6	.	.	PUNCT
ajam-221	310	1	the	the	DET
ajam-221	310	2	johns	johns	PROPN
ajam-221	310	3	hopkins	hopkins	PROPN
ajam-221	310	4	university	university	PROPN
ajam-221	310	5	press	press	PROPN
ajam-221	310	6	baltimore	baltimore	PROPN
ajam-221	310	7	,	,	PUNCT
ajam-221	310	8	maryland	maryland	PROPN
ajam-221	310	9	21211	21211	NUM
ajam-221	310	10	,	,	PUNCT
ajam-221	310	11	usa	usa	PROPN
ajam-221	310	12	.	.	PROPN
ajam-221	310	13	sperling	sperling	PROPN
ajam-221	310	14	l	l	PROPN
ajam-221	310	15	(	(	PUNCT
ajam-221	310	16	2002	2002	NUM
ajam-221	310	17	)	)	PUNCT
ajam-221	310	18	.	.	PUNCT
ajam-221	311	1	emergency	emergency	NOUN
ajam-221	311	2	seed	seed	NOUN
ajam-221	311	3	aid	aid	NOUN
ajam-221	311	4	in	in	ADP
ajam-221	311	5	kenya	kenya	NOUN
ajam-221	311	6	:	:	PUNCT
ajam-221	311	7	some	some	DET
ajam-221	311	8	case	case	NOUN
ajam-221	311	9	study	study	NOUN
ajam-221	311	10	insights	insight	NOUN
ajam-221	311	11	on	on	ADP
ajam-221	311	12	lessons	lesson	NOUN
ajam-221	311	13	learned	learn	VERB
ajam-221	311	14	during	during	ADP
ajam-221	311	15	the	the	DET
ajam-221	311	16	1990‟s	1990‟s	PROPN
ajam-221	311	17	disasters	disaster	NOUN
ajam-221	311	18	,	,	PUNCT
ajam-221	311	19	26(4	26(4	NUM
ajam-221	311	20	):	):	PUNCT
ajam-221	311	21	283287	283287	NUM
ajam-221	311	22	.	.	PUNCT
ajam-221	312	1	sperling	sperling	PROPN
ajam-221	312	2	l	l	PROPN
ajam-221	312	3	,	,	PUNCT
ajam-221	312	4	loevinsohn	loevinsohn	PROPN
ajam-221	312	5	m	m	SYM
ajam-221	312	6	,	,	PUNCT
ajam-221	312	7	ntabomvura	ntabomvura	PROPN
ajam-221	312	8	b	b	PROPN
ajam-221	312	9	(	(	PUNCT
ajam-221	312	10	1993	1993	NUM
ajam-221	312	11	)	)	PUNCT
ajam-221	312	12	.	.	PUNCT
ajam-221	313	1	rethinking	rethink	VERB
ajam-221	313	2	the	the	DET
ajam-221	313	3	farmer‟s	farmer‟s	ADJ
ajam-221	313	4	role	role	NOUN
ajam-221	313	5	in	in	ADP
ajam-221	313	6	plant	plant	NOUN
ajam-221	313	7	breeding	breeding	NOUN
ajam-221	313	8	:	:	PUNCT
ajam-221	313	9	local	local	ADJ
ajam-221	313	10	bean	bean	NOUN
ajam-221	313	11	experts	expert	NOUN
ajam-221	313	12	and	and	CCONJ
ajam-221	313	13	on	on	ADP
ajam-221	313	14	-	-	PUNCT
ajam-221	313	15	station	station	NOUN
ajam-221	313	16	selection	selection	NOUN
ajam-221	313	17	in	in	ADP
ajam-221	313	18	rwanda	rwanda	PROPN
ajam-221	313	19	.	.	PUNCT
ajam-221	314	1	expl	expl	PROPN
ajam-221	314	2	.	.	PUNCT
ajam-221	315	1	agric	agric	PROPN
ajam-221	315	2	.	.	PROPN
ajam-221	315	3	,	,	PUNCT
ajam-221	315	4	29	29	NUM
ajam-221	315	5	:	:	PUNCT
ajam-221	315	6	509	509	NUM
ajam-221	315	7	-	-	SYM
ajam-221	315	8	519	519	NUM
ajam-221	315	9	sperling	sperling	PROPN
ajam-221	315	10	l	l	NOUN
ajam-221	315	11	,	,	PUNCT
ajam-221	315	12	scheidegger	scheidegger	ADJ
ajam-221	315	13	uc	uc	PROPN
ajam-221	315	14	,	,	PUNCT
ajam-221	315	15	buruchara	buruchara	NOUN
ajam-221	315	16	r	r	NOUN
ajam-221	315	17	(	(	PUNCT
ajam-221	315	18	1996	1996	NUM
ajam-221	315	19	)	)	PUNCT
ajam-221	315	20	.	.	PUNCT
ajam-221	316	1	designing	design	VERB
ajam-221	316	2	seed	seed	NOUN
ajam-221	316	3	systems	system	NOUN
ajam-221	316	4	with	with	ADP
ajam-221	316	5	small	small	ADJ
ajam-221	316	6	farmers	farmer	NOUN
ajam-221	316	7	:	:	PUNCT
ajam-221	316	8	principles	principle	NOUN
ajam-221	316	9	derived	derive	VERB
ajam-221	316	10	from	from	ADP
ajam-221	316	11	bean	bean	NOUN
ajam-221	316	12	research	research	NOUN
ajam-221	316	13	in	in	ADP
ajam-221	316	14	the	the	DET
ajam-221	316	15	great	great	ADJ
ajam-221	316	16	lakes	lake	NOUN
ajam-221	316	17	region	region	NOUN
ajam-221	316	18	of	of	ADP
ajam-221	316	19	africa	africa	PROPN
ajam-221	316	20	.	.	PUNCT
ajam-221	317	1	agricultural	agricultural	PROPN
ajam-221	317	2	administration	administration	PROPN
ajam-221	317	3	(	(	PUNCT
ajam-221	317	4	research	research	NOUN
ajam-221	317	5	and	and	CCONJ
ajam-221	317	6	extension	extension	NOUN
ajam-221	317	7	)	)	PUNCT
ajam-221	317	8	network	network	NOUN
ajam-221	317	9	paper	paper	NOUN
ajam-221	317	10	,	,	PUNCT
ajam-221	317	11	no	no	INTJ
ajam-221	317	12	.	.	NOUN
ajam-221	317	13	60	60	NUM
ajam-221	317	14	.	.	PUNCT
ajam-221	318	1	london	london	PROPN
ajam-221	318	2	:	:	PUNCT
ajam-221	318	3	overseas	overseas	PROPN
ajam-221	318	4	development	development	PROPN
ajam-221	318	5	institute	institute	PROPN
ajam-221	318	6	.	.	PUNCT
ajam-221	319	1	wale	wale	PROPN
ajam-221	319	2	e	e	PROPN
ajam-221	319	3	,	,	PUNCT
ajam-221	319	4	mburu	mburu	PROPN
ajam-221	319	5	j	j	PROPN
ajam-221	319	6	(	(	PUNCT
ajam-221	319	7	2006	2006	NUM
ajam-221	319	8	)	)	PUNCT
ajam-221	319	9	.	.	PUNCT
ajam-221	320	1	an	an	DET
ajam-221	320	2	attribute	attribute	NOUN
ajam-221	320	3	-	-	PUNCT
ajam-221	320	4	based	base	VERB
ajam-221	320	5	index	index	NOUN
ajam-221	320	6	of	of	ADP
ajam-221	320	7	coffee	coffee	NOUN
ajam-221	320	8	diversity	diversity	NOUN
ajam-221	320	9	and	and	CCONJ
ajam-221	320	10	implications	implication	NOUN
ajam-221	320	11	for	for	ADP
ajam-221	320	12	on	on	ADP
ajam-221	320	13	-	-	PUNCT
ajam-221	320	14	farm	farm	NOUN
ajam-221	320	15	conservation	conservation	NOUN
ajam-221	320	16	in	in	ADP
ajam-221	320	17	ethiopia	ethiopia	PROPN
ajam-221	320	18	.	.	PUNCT
ajam-221	321	1	in	in	ADP
ajam-221	321	2	smale	smale	NOUN
ajam-221	321	3	,	,	PUNCT
ajam-221	321	4	m.	m.	NOUN
ajam-221	321	5	(	(	PUNCT
ajam-221	321	6	ed	ed	NOUN
ajam-221	321	7	.	.	PUNCT
ajam-221	321	8	)	)	PUNCT
ajam-221	321	9	valuing	value	VERB
ajam-221	321	10	crop	crop	NOUN
ajam-221	321	11	biodiversity	biodiversity	NOUN
ajam-221	321	12	.	.	PUNCT
ajam-221	322	1	on	on	ADP
ajam-221	322	2	-	-	PUNCT
ajam-221	322	3	farm	farm	NOUN
ajam-221	322	4	genetic	genetic	ADJ
ajam-221	322	5	resources	resource	NOUN
ajam-221	322	6	and	and	CCONJ
ajam-221	322	7	economic	economic	ADJ
ajam-221	322	8	change	change	NOUN
ajam-221	322	9	,	,	PUNCT
ajam-221	322	10	cab	cab	NOUN
ajam-221	322	11	international	international	ADJ
ajam-221	322	12	publishing	publishing	NOUN
ajam-221	322	13	,	,	PUNCT
ajam-221	322	14	48	48	NUM
ajam-221	322	15	-	-	SYM
ajam-221	322	16	62	62	NUM
ajam-221	322	17	.	.	PUNCT
ajam-221	323	1	appendix	appendix	ADJ
ajam-221	323	2	table	table	NOUN
ajam-221	323	3	1	1	NUM
ajam-221	323	4	.	.	PUNCT
ajam-221	323	5	scores	score	NOUN
ajam-221	323	6	after	after	ADP
ajam-221	323	7	factor	factor	NOUN
ajam-221	323	8	analysis	analysis	NOUN
ajam-221	323	9	of	of	ADP
ajam-221	323	10	variety	variety	NOUN
ajam-221	323	11	attributes	attribute	NOUN
ajam-221	323	12	.	.	PUNCT
ajam-221	324	1	attribute	attribute	NOUN
ajam-221	324	2	scoring	scoring	NOUN
ajam-221	324	3	coefficient	coefficient	ADJ
ajam-221	324	4	consumption	consumption	NOUN
ajam-221	324	5	flavor	flavor	NOUN
ajam-221	324	6	yield	yield	NOUN
ajam-221	324	7	related	relate	VERB
ajam-221	324	8	characteristic	characteristic	ADJ
ajam-221	324	9	proportion	proportion	NOUN
ajam-221	324	10	of	of	ADP
ajam-221	324	11	variation	variation	NOUN
ajam-221	324	12	explained	explain	VERB
ajam-221	324	13	consumption	consumption	NOUN
ajam-221	324	14	0.568	0.568	NUM
ajam-221	324	15	less	less	ADV
ajam-221	324	16	cooking	cooking	NOUN
ajam-221	324	17	time	time	NOUN
ajam-221	324	18	0.10	0.10	NUM
ajam-221	324	19	0.02	0.02	NUM
ajam-221	324	20	high	high	ADJ
ajam-221	324	21	keeping	keep	VERB
ajam-221	324	22	quality	quality	NOUN
ajam-221	324	23	0.41	0.41	NUM
ajam-221	324	24	0.09	0.09	NUM
ajam-221	324	25	less	less	ADJ
ajam-221	324	26	gas	gas	NOUN
ajam-221	324	27	0.28	0.28	NUM
ajam-221	324	28	0.03	0.03	NUM
ajam-221	324	29	grain	grain	NOUN
ajam-221	324	30	size	size	NOUN
ajam-221	324	31	-0.12	-0.12	NUM
ajam-221	324	32	0.04	0.04	NUM
ajam-221	324	33	grain	grain	NOUN
ajam-221	324	34	colour	colour	NOUN
ajam-221	324	35	-0.04	-0.04	NUM
ajam-221	324	36	0.03	0.03	NUM
ajam-221	324	37	production	production	NOUN
ajam-221	324	38	attribute	attribute	NOUN
ajam-221	324	39	0.471	0.471	NUM
ajam-221	324	40	drought	drought	NOUN
ajam-221	324	41	tolerant	tolerant	ADJ
ajam-221	324	42	0.05	0.05	NUM
ajam-221	324	43	0.39	0.39	NUM
ajam-221	324	44	early	early	ADV
ajam-221	324	45	maturing	mature	VERB
ajam-221	324	46	-0.05	-0.05	NOUN
ajam-221	324	47	0.23	0.23	NUM
ajam-221	324	48	pest	pest	NOUN
ajam-221	324	49	resistance	resistance	NOUN
ajam-221	324	50	0.28	0.28	NUM
ajam-221	324	51	0.22	0.22	NUM
ajam-221	324	52	tolerate	tolerate	NOUN
ajam-221	324	53	poor	poor	ADJ
ajam-221	324	54	soils	soil	NOUN
ajam-221	324	55	-0.05	-0.05	NUM
ajam-221	324	56	0.20	0.20	NUM
ajam-221	324	57	growth	growth	NOUN
ajam-221	324	58	habits	habit	NOUN
ajam-221	324	59	(	(	PUNCT
ajam-221	324	60	upward	upward	ADV
ajam-221	324	61	)	)	PUNCT
ajam-221	324	62	0.13	0.13	NUM
ajam-221	324	63	0.07	0.07	NUM