id	sid	tid	token	lemma	pos
ajeer-202	1	1	asian	asian	PROPN
ajeer-202	1	2	journal	journal	PROPN
ajeer-202	1	3	of	of	ADP
ajeer-202	1	4	economics	economic	NOUN
ajeer-202	1	5	and	and	CCONJ
ajeer-202	1	6	empirical	empirical	ADJ
ajeer-202	1	7	research	research	NOUN
ajeer-202	1	8	issn	issn	NOUN
ajeer-202	1	9	:	:	PUNCT
ajeer-202	1	10	2409	2409	NUM
ajeer-202	1	11	-	-	SYM
ajeer-202	1	12	2622	2622	NUM
ajeer-202	1	13	vol	vol	NOUN
ajeer-202	1	14	.	.	PROPN
ajeer-202	2	1	2	2	NUM
ajeer-202	2	2	,	,	PUNCT
ajeer-202	2	3	no	no	INTJ
ajeer-202	2	4	.	.	NOUN
ajeer-202	2	5	2	2	NUM
ajeer-202	2	6	,	,	PUNCT
ajeer-202	2	7	83	83	NUM
ajeer-202	2	8	-	-	SYM
ajeer-202	2	9	90	90	NUM
ajeer-202	2	10	,	,	PUNCT
ajeer-202	2	11	2015	2015	NUM
ajeer-202	2	12	http://asianonlinejournals.com/index.php/ajeer	http://asianonlinejournals.com/index.php/ajeer	NOUN
ajeer-202	2	13	*	*	PUNCT
ajeer-202	2	14	corresponding	correspond	VERB
ajeer-202	2	15	author	author	NOUN
ajeer-202	2	16	83	83	NUM
ajeer-202	2	17	vertical	vertical	ADJ
ajeer-202	2	18	and	and	CCONJ
ajeer-202	2	19	horizontal	horizontal	ADJ
ajeer-202	2	20	integration	integration	NOUN
ajeer-202	2	21	as	as	ADP
ajeer-202	2	22	determinants	determinant	NOUN
ajeer-202	2	23	of	of	ADP
ajeer-202	2	24	market	market	NOUN
ajeer-202	2	25	channel	channel	NOUN
ajeer-202	2	26	choice	choice	NOUN
ajeer-202	2	27	among	among	ADP
ajeer-202	2	28	smallholder	smallholder	NOUN
ajeer-202	2	29	dairy	dairy	NOUN
ajeer-202	2	30	farmers	farmer	NOUN
ajeer-202	2	31	in	in	ADP
ajeer-202	2	32	lower	low	ADJ
ajeer-202	2	33	central	central	ADJ
ajeer-202	2	34	kenya	kenya	PROPN
ajeer-202	2	35	james	james	PROPN
ajeer-202	2	36	k.mutura	k.mutura	PROPN
ajeer-202	3	1	1	1	NUM
ajeer-202	3	2	*	*	SYM
ajeer-202	3	3	--newton	--newton	PROPN
ajeer-202	4	1	nyairo	nyairo	ADV
ajeer-202	4	2	2	2	NUM
ajeer-202	4	3	--maina	--maina	NOUN
ajeer-202	4	4	mwangi	mwangi	PROPN
ajeer-202	4	5	3	3	NUM
ajeer-202	4	6	--stephen	--stephen	PUNCT
ajeer-202	4	7	k.	k.	PROPN
ajeer-202	4	8	wambugu	wambugu	ADJ
ajeer-202	4	9	4	4	NUM
ajeer-202	4	10	1	1	NUM
ajeer-202	4	11	stima	stima	PROPN
ajeer-202	4	12	sacco	sacco	PROPN
ajeer-202	4	13	society	society	PROPN
ajeer-202	4	14	ltd	ltd	PROPN
ajeer-202	4	15	and	and	CCONJ
ajeer-202	4	16	phd	phd	PROPN
ajeer-202	4	17	(	(	PUNCT
ajeer-202	4	18	agricultural	agricultural	ADJ
ajeer-202	4	19	economics	economic	NOUN
ajeer-202	4	20	)	)	PUNCT
ajeer-202	4	21	candidate	candidate	NOUN
ajeer-202	4	22	,	,	PUNCT
ajeer-202	4	23	department	department	PROPN
ajeer-202	4	24	of	of	ADP
ajeer-202	4	25	agribusiness	agribusiness	PROPN
ajeer-202	4	26	management	management	PROPN
ajeer-202	4	27	and	and	CCONJ
ajeer-202	4	28	trade	trade	PROPN
ajeer-202	4	29	kenyatta	kenyatta	PROPN
ajeer-202	4	30	university	university	PROPN
ajeer-202	4	31	,	,	PUNCT
ajeer-202	4	32	nairobi	nairobi	PROPN
ajeer-202	4	33	kenya	kenya	PROPN
ajeer-202	4	34	2	2	NUM
ajeer-202	4	35	department	department	PROPN
ajeer-202	4	36	of	of	ADP
ajeer-202	4	37	agribusiness	agribusiness	PROPN
ajeer-202	4	38	management	management	PROPN
ajeer-202	4	39	and	and	CCONJ
ajeer-202	4	40	trade	trade	PROPN
ajeer-202	4	41	kenyatta	kenyatta	PROPN
ajeer-202	4	42	university	university	PROPN
ajeer-202	4	43	,	,	PUNCT
ajeer-202	4	44	nairobi	nairobi	PROPN
ajeer-202	4	45	kenya	kenya	PROPN
ajeer-202	4	46	3	3	NUM
ajeer-202	4	47	department	department	NOUN
ajeer-202	4	48	of	of	ADP
ajeer-202	4	49	agricultural	agricultural	ADJ
ajeer-202	4	50	science	science	NOUN
ajeer-202	4	51	and	and	CCONJ
ajeer-202	4	52	technology	technology	NOUN
ajeer-202	4	53	kenyatta	kenyatta	PROPN
ajeer-202	4	54	university	university	PROPN
ajeer-202	4	55	,	,	PUNCT
ajeer-202	4	56	nairobi	nairobi	PROPN
ajeer-202	4	57	,	,	PUNCT
ajeer-202	4	58	kenya	kenya	PROPN
ajeer-202	4	59	4	4	NUM
ajeer-202	4	60	department	department	NOUN
ajeer-202	4	61	of	of	ADP
ajeer-202	4	62	agribusiness	agribusiness	PROPN
ajeer-202	4	63	/	/	SYM
ajeer-202	4	64	geography	geography	PROPN
ajeer-202	4	65	,	,	PUNCT
ajeer-202	4	66	chuka	chuka	PROPN
ajeer-202	4	67	university	university	PROPN
ajeer-202	4	68	,	,	PUNCT
ajeer-202	4	69	chuka	chuka	PROPN
ajeer-202	4	70	,	,	PUNCT
ajeer-202	4	71	kenya	kenya	PROPN
ajeer-202	4	72	abstract	abstract	NOUN
ajeer-202	4	73	this	this	DET
ajeer-202	4	74	work	work	NOUN
ajeer-202	4	75	is	be	AUX
ajeer-202	4	76	licensed	license	VERB
ajeer-202	4	77	under	under	ADP
ajeer-202	4	78	a	a	DET
ajeer-202	4	79	creative	creative	ADJ
ajeer-202	4	80	commons	common	NOUN
ajeer-202	4	81	attribution	attribution	NOUN
ajeer-202	4	82	3.0	3.0	NUM
ajeer-202	4	83	license	license	NOUN
ajeer-202	4	84	asian	asian	ADJ
ajeer-202	4	85	online	online	PROPN
ajeer-202	4	86	journal	journal	PROPN
ajeer-202	4	87	publishing	publishing	NOUN
ajeer-202	4	88	group	group	NOUN
ajeer-202	4	89	contents	content	VERB
ajeer-202	4	90	1	1	NUM
ajeer-202	4	91	.	.	PUNCT
ajeer-202	5	1	introduction	introduction	NOUN
ajeer-202	5	2	...............................................................................................................................................................................	...............................................................................................................................................................................	PUNCT
ajeer-202	6	1	84	84	NUM
ajeer-202	6	2	2	2	NUM
ajeer-202	6	3	.	.	X
ajeer-202	6	4	review	review	NOUN
ajeer-202	6	5	of	of	ADP
ajeer-202	6	6	literature	literature	NOUN
ajeer-202	6	7	.................................................................................................................................................................	.................................................................................................................................................................	PUNCT
ajeer-202	7	1	84	84	NUM
ajeer-202	7	2	3	3	NUM
ajeer-202	7	3	.	.	PUNCT
ajeer-202	7	4	empirical	empirical	ADJ
ajeer-202	7	5	model	model	NOUN
ajeer-202	7	6	........................................................................................................................................................................	........................................................................................................................................................................	PROPN
ajeer-202	7	7	85	85	NUM
ajeer-202	7	8	4	4	NUM
ajeer-202	7	9	.	.	PUNCT
ajeer-202	7	10	results	result	NOUN
ajeer-202	7	11	and	and	CCONJ
ajeer-202	7	12	discussion	discussion	NOUN
ajeer-202	7	13	..............................................................................................................................................................	..............................................................................................................................................................	PUNCT
ajeer-202	8	1	86	86	NUM
ajeer-202	8	2	5	5	NUM
ajeer-202	8	3	.	.	PUNCT
ajeer-202	8	4	conclusions	conclusion	NOUN
ajeer-202	8	5	and	and	CCONJ
ajeer-202	8	6	recommendations	recommendation	NOUN
ajeer-202	8	7	........................................................................................................................................	........................................................................................................................................	PUNCT
ajeer-202	8	8	88	88	NUM
ajeer-202	8	9	references	reference	NOUN
ajeer-202	8	10	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
ajeer-202	8	11	89	89	NUM
ajeer-202	8	12	bibliography	bibliography	NOUN
ajeer-202	8	13	..................................................................................................................................................................................	..................................................................................................................................................................................	PUNCT
ajeer-202	9	1	90	90	NUM
ajeer-202	9	2	this	this	DET
ajeer-202	9	3	study	study	NOUN
ajeer-202	9	4	sought	seek	VERB
ajeer-202	9	5	to	to	PART
ajeer-202	9	6	analyse	analyse	VERB
ajeer-202	9	7	vertical	vertical	ADJ
ajeer-202	9	8	and	and	CCONJ
ajeer-202	9	9	horizontal	horizontal	ADJ
ajeer-202	9	10	integration	integration	NOUN
ajeer-202	9	11	as	as	ADP
ajeer-202	9	12	determinants	determinant	NOUN
ajeer-202	9	13	of	of	ADP
ajeer-202	9	14	market	market	NOUN
ajeer-202	9	15	channel	channel	NOUN
ajeer-202	9	16	among	among	ADP
ajeer-202	9	17	smallholder	smallholder	NOUN
ajeer-202	9	18	dairy	dairy	NOUN
ajeer-202	9	19	farmers	farmer	NOUN
ajeer-202	9	20	in	in	ADP
ajeer-202	9	21	lower	low	ADJ
ajeer-202	9	22	central	central	ADJ
ajeer-202	9	23	kenya	kenya	NOUN
ajeer-202	9	24	.	.	PUNCT
ajeer-202	10	1	data	datum	NOUN
ajeer-202	10	2	was	be	AUX
ajeer-202	10	3	collected	collect	VERB
ajeer-202	10	4	from	from	ADP
ajeer-202	10	5	288	288	NUM
ajeer-202	10	6	small	small	ADJ
ajeer-202	10	7	holder	holder	NOUN
ajeer-202	10	8	dairy	dairy	NOUN
ajeer-202	10	9	farmers	farmer	NOUN
ajeer-202	10	10	in	in	ADP
ajeer-202	10	11	this	this	DET
ajeer-202	10	12	region	region	NOUN
ajeer-202	10	13	using	use	VERB
ajeer-202	10	14	multistage	multistage	NOUN
ajeer-202	10	15	sampling	sample	VERB
ajeer-202	10	16	technique	technique	NOUN
ajeer-202	10	17	.	.	PUNCT
ajeer-202	11	1	processing	processing	NOUN
ajeer-202	11	2	and	and	CCONJ
ajeer-202	11	3	analysis	analysis	NOUN
ajeer-202	11	4	of	of	ADP
ajeer-202	11	5	the	the	DET
ajeer-202	11	6	survey	survey	NOUN
ajeer-202	11	7	data	datum	NOUN
ajeer-202	11	8	was	be	AUX
ajeer-202	11	9	carried	carry	VERB
ajeer-202	11	10	out	out	ADP
ajeer-202	11	11	using	use	VERB
ajeer-202	11	12	spss	spss	PROPN
ajeer-202	11	13	version	version	NOUN
ajeer-202	11	14	20	20	NUM
ajeer-202	11	15	and	and	CCONJ
ajeer-202	11	16	stata	stata	VERB
ajeer-202	11	17	version	version	NOUN
ajeer-202	11	18	12	12	NUM
ajeer-202	11	19	.	.	PUNCT
ajeer-202	12	1	multinomial	multinomial	PROPN
ajeer-202	12	2	logit	logit	PROPN
ajeer-202	12	3	regression	regression	NOUN
ajeer-202	12	4	model	model	NOUN
ajeer-202	12	5	(	(	PUNCT
ajeer-202	12	6	mnl	mnl	NOUN
ajeer-202	12	7	)	)	PUNCT
ajeer-202	12	8	was	be	AUX
ajeer-202	12	9	used	use	VERB
ajeer-202	12	10	to	to	PART
ajeer-202	12	11	analyse	analyse	VERB
ajeer-202	12	12	factors	factor	NOUN
ajeer-202	12	13	influencing	influence	VERB
ajeer-202	12	14	the	the	DET
ajeer-202	12	15	choice	choice	NOUN
ajeer-202	12	16	of	of	ADP
ajeer-202	12	17	dairy	dairy	NOUN
ajeer-202	12	18	market	market	NOUN
ajeer-202	12	19	outlet	outlet	NOUN
ajeer-202	12	20	by	by	ADP
ajeer-202	12	21	the	the	DET
ajeer-202	12	22	small	small	ADJ
ajeer-202	12	23	holder	holder	NOUN
ajeer-202	12	24	dairy	dairy	NOUN
ajeer-202	12	25	farmer	farmer	NOUN
ajeer-202	12	26	.	.	PUNCT
ajeer-202	13	1	level	level	NOUN
ajeer-202	13	2	of	of	ADP
ajeer-202	13	3	education	education	NOUN
ajeer-202	13	4	,	,	PUNCT
ajeer-202	13	5	milk	milk	NOUN
ajeer-202	13	6	output	output	NOUN
ajeer-202	13	7	,	,	PUNCT
ajeer-202	13	8	access	access	NOUN
ajeer-202	13	9	to	to	ADP
ajeer-202	13	10	information	information	NOUN
ajeer-202	13	11	and	and	CCONJ
ajeer-202	13	12	transaction	transaction	NOUN
ajeer-202	13	13	costs	cost	NOUN
ajeer-202	13	14	influenced	influence	VERB
ajeer-202	13	15	the	the	DET
ajeer-202	13	16	choice	choice	NOUN
ajeer-202	13	17	of	of	ADP
ajeer-202	13	18	marketing	marketing	NOUN
ajeer-202	13	19	channel	channel	NOUN
ajeer-202	13	20	.	.	PUNCT
ajeer-202	14	1	vertically	vertically	ADV
ajeer-202	14	2	integrated	integrate	VERB
ajeer-202	14	3	households	household	NOUN
ajeer-202	14	4	used	use	VERB
ajeer-202	14	5	own	own	ADJ
ajeer-202	14	6	outlet	outlet	NOUN
ajeer-202	14	7	as	as	ADP
ajeer-202	14	8	marketing	marketing	NOUN
ajeer-202	14	9	channel	channel	NOUN
ajeer-202	14	10	while	while	SCONJ
ajeer-202	14	11	horizontally	horizontally	ADV
ajeer-202	14	12	integrated	integrate	VERB
ajeer-202	14	13	households	household	NOUN
ajeer-202	14	14	used	use	VERB
ajeer-202	14	15	cooperative	cooperative	ADJ
ajeer-202	14	16	and	and	CCONJ
ajeer-202	14	17	farmers	farmer	NOUN
ajeer-202	14	18	associations	association	NOUN
ajeer-202	14	19	as	as	ADP
ajeer-202	14	20	milk	milk	NOUN
ajeer-202	14	21	marketing	marketing	NOUN
ajeer-202	14	22	channel	channel	NOUN
ajeer-202	14	23	.	.	PUNCT
ajeer-202	15	1	it	it	PRON
ajeer-202	15	2	is	be	AUX
ajeer-202	15	3	recommended	recommend	VERB
ajeer-202	15	4	that	that	SCONJ
ajeer-202	15	5	programmes	programme	NOUN
ajeer-202	15	6	relating	relate	VERB
ajeer-202	15	7	to	to	ADP
ajeer-202	15	8	milk	milk	NOUN
ajeer-202	15	9	market	market	NOUN
ajeer-202	15	10	information	information	NOUN
ajeer-202	15	11	be	be	AUX
ajeer-202	15	12	made	make	VERB
ajeer-202	15	13	accessible	accessible	ADJ
ajeer-202	15	14	to	to	ADP
ajeer-202	15	15	farmers	farmer	NOUN
ajeer-202	15	16	.	.	PUNCT
ajeer-202	16	1	there	there	PRON
ajeer-202	16	2	is	be	VERB
ajeer-202	16	3	need	need	NOUN
ajeer-202	16	4	to	to	PART
ajeer-202	16	5	profile	profile	VERB
ajeer-202	16	6	farmers	farmer	NOUN
ajeer-202	16	7	on	on	ADP
ajeer-202	16	8	the	the	DET
ajeer-202	16	9	basis	basis	NOUN
ajeer-202	16	10	of	of	ADP
ajeer-202	16	11	production	production	NOUN
ajeer-202	16	12	,	,	PUNCT
ajeer-202	16	13	spatial	spatial	ADJ
ajeer-202	16	14	location	location	NOUN
ajeer-202	16	15	and	and	CCONJ
ajeer-202	16	16	education	education	NOUN
ajeer-202	16	17	level	level	NOUN
ajeer-202	16	18	and	and	CCONJ
ajeer-202	16	19	encourage	encourage	VERB
ajeer-202	16	20	them	they	PRON
ajeer-202	16	21	to	to	PART
ajeer-202	16	22	use	use	VERB
ajeer-202	16	23	specific	specific	ADJ
ajeer-202	16	24	marketing	marketing	NOUN
ajeer-202	16	25	channel	channel	NOUN
ajeer-202	16	26	.	.	PUNCT
ajeer-202	17	1	keywords	keyword	NOUN
ajeer-202	17	2	:	:	PUNCT
ajeer-202	17	3	multinomial	multinomial	ADJ
ajeer-202	17	4	logit	logit	PROPN
ajeer-202	17	5	,	,	PUNCT
ajeer-202	17	6	marketing	marketing	NOUN
ajeer-202	17	7	channels	channel	NOUN
ajeer-202	17	8	,	,	PUNCT
ajeer-202	17	9	smallholder	smallholder	NOUN
ajeer-202	17	10	dairy	dairy	NOUN
ajeer-202	17	11	farmers	farmer	NOUN
ajeer-202	17	12	.	.	PUNCT
ajeer-202	17	13	.	.	PUNCT
ajeer-202	18	1	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
ajeer-202	18	2	asian	asian	PROPN
ajeer-202	18	3	journal	journal	PROPN
ajeer-202	18	4	of	of	ADP
ajeer-202	18	5	economics	economic	NOUN
ajeer-202	18	6	and	and	CCONJ
ajeer-202	18	7	empirical	empirical	ADJ
ajeer-202	18	8	research	research	NOUN
ajeer-202	18	9	,	,	PUNCT
ajeer-202	18	10	2015	2015	NUM
ajeer-202	18	11	,	,	PUNCT
ajeer-202	18	12	2(2):83	2(2):83	NUM
ajeer-202	18	13	-	-	SYM
ajeer-202	18	14	90	90	NUM
ajeer-202	18	15	84	84	NUM
ajeer-202	18	16	1	1	NUM
ajeer-202	18	17	.	.	PUNCT
ajeer-202	19	1	introduction	introduction	NOUN
ajeer-202	19	2	in	in	ADP
ajeer-202	19	3	kenya	kenya	NOUN
ajeer-202	19	4	dairy	dairy	NOUN
ajeer-202	19	5	farming	farming	NOUN
ajeer-202	19	6	accounts	account	NOUN
ajeer-202	19	7	for	for	ADP
ajeer-202	19	8	about	about	ADV
ajeer-202	19	9	four	four	NUM
ajeer-202	19	10	percent	percent	NOUN
ajeer-202	19	11	of	of	ADP
ajeer-202	19	12	the	the	DET
ajeer-202	19	13	country	country	NOUN
ajeer-202	19	14	’s	’s	PART
ajeer-202	19	15	gross	gross	ADJ
ajeer-202	19	16	domestic	domestic	ADJ
ajeer-202	19	17	product	product	NOUN
ajeer-202	19	18	(	(	PUNCT
ajeer-202	19	19	gdp	gdp	NOUN
ajeer-202	19	20	)	)	PUNCT
ajeer-202	19	21	and	and	CCONJ
ajeer-202	19	22	fourteen	fourteen	NUM
ajeer-202	19	23	percent	percent	NOUN
ajeer-202	19	24	of	of	ADP
ajeer-202	19	25	total	total	ADJ
ajeer-202	19	26	value	value	NOUN
ajeer-202	19	27	of	of	ADP
ajeer-202	19	28	agricultural	agricultural	ADJ
ajeer-202	19	29	output	output	NOUN
ajeer-202	19	30	(	(	PUNCT
ajeer-202	19	31	kenya	kenya	PROPN
ajeer-202	19	32	national	national	PROPN
ajeer-202	19	33	bureau	bureau	PROPN
ajeer-202	19	34	of	of	ADP
ajeer-202	19	35	statistics	statistic	NOUN
ajeer-202	19	36	,	,	PUNCT
ajeer-202	19	37	2009	2009	NUM
ajeer-202	19	38	)	)	PUNCT
ajeer-202	19	39	.	.	PUNCT
ajeer-202	20	1	about	about	ADV
ajeer-202	20	2	eighty	eighty	NUM
ajeer-202	20	3	percent	percent	NOUN
ajeer-202	20	4	of	of	ADP
ajeer-202	20	5	the	the	DET
ajeer-202	20	6	dairy	dairy	NOUN
ajeer-202	20	7	output	output	NOUN
ajeer-202	20	8	in	in	ADP
ajeer-202	20	9	kenya	kenya	PROPN
ajeer-202	20	10	emanates	emanate	VERB
ajeer-202	20	11	from	from	ADP
ajeer-202	20	12	small	small	ADJ
ajeer-202	20	13	holders	holder	NOUN
ajeer-202	20	14	,	,	PUNCT
ajeer-202	20	15	many	many	ADJ
ajeer-202	20	16	of	of	ADP
ajeer-202	20	17	whom	whom	PRON
ajeer-202	20	18	are	be	AUX
ajeer-202	20	19	situated	situate	VERB
ajeer-202	20	20	in	in	ADP
ajeer-202	20	21	the	the	DET
ajeer-202	20	22	central	central	ADJ
ajeer-202	20	23	highlands	highlands	PROPN
ajeer-202	20	24	(	(	PUNCT
ajeer-202	20	25	smallhloder	smallhloder	NOUN
ajeer-202	20	26	dairy	dairy	NOUN
ajeer-202	20	27	project	project	NOUN
ajeer-202	20	28	,	,	PUNCT
ajeer-202	20	29	2008	2008	NUM
ajeer-202	20	30	)	)	PUNCT
ajeer-202	20	31	.	.	PUNCT
ajeer-202	21	1	according	accord	VERB
ajeer-202	21	2	to	to	ADP
ajeer-202	21	3	fao	fao	PROPN
ajeer-202	21	4	(	(	PUNCT
ajeer-202	21	5	2014	2014	NUM
ajeer-202	21	6	)	)	PUNCT
ajeer-202	21	7	and	and	CCONJ
ajeer-202	21	8	mutua	mutua	PROPN
ajeer-202	21	9	-	-	PUNCT
ajeer-202	21	10	kiio	kiio	PROPN
ajeer-202	21	11	and	and	CCONJ
ajeer-202	21	12	muriuki	muriuki	NOUN
ajeer-202	21	13	(	(	PUNCT
ajeer-202	21	14	2013	2013	NUM
ajeer-202	21	15	)	)	PUNCT
ajeer-202	21	16	about	about	ADV
ajeer-202	21	17	thirty	thirty	NUM
ajeer-202	21	18	five	five	NUM
ajeer-202	21	19	percent	percent	NOUN
ajeer-202	21	20	of	of	ADP
ajeer-202	21	21	total	total	ADJ
ajeer-202	21	22	milk	milk	NOUN
ajeer-202	21	23	produced	produce	VERB
ajeer-202	21	24	is	be	AUX
ajeer-202	21	25	consumed	consume	VERB
ajeer-202	21	26	on	on	ADP
ajeer-202	21	27	farm	farm	NOUN
ajeer-202	21	28	by	by	ADP
ajeer-202	21	29	the	the	DET
ajeer-202	21	30	calves	calf	NOUN
ajeer-202	21	31	and	and	CCONJ
ajeer-202	21	32	the	the	DET
ajeer-202	21	33	famer	famer	NOUN
ajeer-202	21	34	’s	’s	PART
ajeer-202	21	35	family	family	NOUN
ajeer-202	21	36	while	while	SCONJ
ajeer-202	21	37	the	the	DET
ajeer-202	21	38	balance	balance	NOUN
ajeer-202	21	39	is	be	AUX
ajeer-202	21	40	available	available	ADJ
ajeer-202	21	41	for	for	ADP
ajeer-202	21	42	sale	sale	NOUN
ajeer-202	21	43	.	.	PUNCT
ajeer-202	22	1	in	in	ADP
ajeer-202	22	2	the	the	DET
ajeer-202	22	3	period	period	NOUN
ajeer-202	22	4	2005	2005	NUM
ajeer-202	22	5	to	to	ADP
ajeer-202	22	6	2012	2012	NUM
ajeer-202	22	7	,	,	PUNCT
ajeer-202	22	8	annual	annual	ADJ
ajeer-202	22	9	milk	milk	NOUN
ajeer-202	22	10	output	output	NOUN
ajeer-202	22	11	exceeded	exceed	VERB
ajeer-202	22	12	quantity	quantity	NOUN
ajeer-202	22	13	marketed	market	VERB
ajeer-202	22	14	through	through	ADP
ajeer-202	22	15	formal	formal	ADJ
ajeer-202	22	16	channels	channel	NOUN
ajeer-202	22	17	to	to	ADP
ajeer-202	22	18	consumers	consumer	NOUN
ajeer-202	22	19	and	and	CCONJ
ajeer-202	22	20	processors	processor	NOUN
ajeer-202	22	21	.	.	PUNCT
ajeer-202	23	1	this	this	PRON
ajeer-202	23	2	resulted	result	VERB
ajeer-202	23	3	in	in	ADP
ajeer-202	23	4	surpluses	surplus	NOUN
ajeer-202	23	5	against	against	ADP
ajeer-202	23	6	a	a	DET
ajeer-202	23	7	background	background	NOUN
ajeer-202	23	8	of	of	ADP
ajeer-202	23	9	economic	economic	ADJ
ajeer-202	23	10	growth	growth	NOUN
ajeer-202	23	11	with	with	ADP
ajeer-202	23	12	resultant	resultant	NOUN
ajeer-202	23	13	increase	increase	NOUN
ajeer-202	23	14	in	in	ADP
ajeer-202	23	15	demand	demand	NOUN
ajeer-202	23	16	for	for	ADP
ajeer-202	23	17	milk	milk	NOUN
ajeer-202	23	18	and	and	CCONJ
ajeer-202	23	19	milk	milk	NOUN
ajeer-202	23	20	products	product	NOUN
ajeer-202	23	21	(	(	PUNCT
ajeer-202	23	22	mulu	mulu	NOUN
ajeer-202	23	23	-	-	PUNCT
ajeer-202	23	24	mutuku	mutuku	PROPN
ajeer-202	23	25	et	et	NOUN
ajeer-202	23	26	al	al	PROPN
ajeer-202	23	27	.	.	PROPN
ajeer-202	23	28	,	,	PUNCT
ajeer-202	23	29	2009	2009	NUM
ajeer-202	23	30	;	;	PUNCT
ajeer-202	23	31	government	government	NOUN
ajeer-202	23	32	of	of	ADP
ajeer-202	23	33	kenya	kenya	PROPN
ajeer-202	23	34	,	,	PUNCT
ajeer-202	23	35	2010	2010	NUM
ajeer-202	23	36	;	;	PUNCT
ajeer-202	23	37	knbs	knbs	PROPN
ajeer-202	23	38	,	,	PUNCT
ajeer-202	23	39	2013	2013	NUM
ajeer-202	23	40	)	)	PUNCT
ajeer-202	23	41	.	.	PUNCT
ajeer-202	24	1	the	the	DET
ajeer-202	24	2	excess	excess	ADJ
ajeer-202	24	3	milk	milk	NOUN
ajeer-202	24	4	output	output	NOUN
ajeer-202	24	5	increased	increase	VERB
ajeer-202	24	6	from	from	ADP
ajeer-202	24	7	1383.5	1383.5	NUM
ajeer-202	24	8	million	million	NUM
ajeer-202	24	9	litres	litre	NOUN
ajeer-202	24	10	in	in	ADP
ajeer-202	24	11	2005	2005	NUM
ajeer-202	24	12	to	to	ADP
ajeer-202	24	13	1929.45	1929.45	NUM
ajeer-202	24	14	million	million	NUM
ajeer-202	24	15	litres	litre	NOUN
ajeer-202	24	16	in	in	ADP
ajeer-202	24	17	2012	2012	NUM
ajeer-202	24	18	,	,	PUNCT
ajeer-202	24	19	while	while	SCONJ
ajeer-202	24	20	simultaneously	simultaneously	ADV
ajeer-202	24	21	the	the	DET
ajeer-202	24	22	quantity	quantity	NOUN
ajeer-202	24	23	of	of	ADP
ajeer-202	24	24	imported	import	VERB
ajeer-202	24	25	skimmed	skim	VERB
ajeer-202	24	26	milk	milk	NOUN
ajeer-202	24	27	powder	powder	NOUN
ajeer-202	24	28	increased	increase	VERB
ajeer-202	24	29	from	from	ADP
ajeer-202	24	30	452	452	NUM
ajeer-202	24	31	tonnes	tonne	NOUN
ajeer-202	24	32	to	to	ADP
ajeer-202	24	33	2753	2753	NUM
ajeer-202	24	34	tonnes	tonne	NOUN
ajeer-202	24	35	.	.	PUNCT
ajeer-202	25	1	the	the	DET
ajeer-202	25	2	recurring	recur	VERB
ajeer-202	25	3	unprocessed	unprocesse	VERB
ajeer-202	25	4	surplus	surplus	NOUN
ajeer-202	25	5	milk	milk	NOUN
ajeer-202	25	6	and	and	CCONJ
ajeer-202	25	7	concurrent	concurrent	ADJ
ajeer-202	25	8	increase	increase	NOUN
ajeer-202	25	9	in	in	ADP
ajeer-202	25	10	the	the	DET
ajeer-202	25	11	volume	volume	NOUN
ajeer-202	25	12	of	of	ADP
ajeer-202	25	13	imported	import	VERB
ajeer-202	25	14	skimmed	skimmed	ADJ
ajeer-202	25	15	milk	milk	NOUN
ajeer-202	25	16	may	may	AUX
ajeer-202	25	17	be	be	AUX
ajeer-202	25	18	attributed	attribute	VERB
ajeer-202	25	19	to	to	ADP
ajeer-202	25	20	inefficiency	inefficiency	NOUN
ajeer-202	25	21	of	of	ADP
ajeer-202	25	22	processing	processing	NOUN
ajeer-202	25	23	plants	plant	NOUN
ajeer-202	25	24	,	,	PUNCT
ajeer-202	25	25	which	which	PRON
ajeer-202	25	26	hardly	hardly	ADV
ajeer-202	25	27	utilize	utilize	VERB
ajeer-202	25	28	fifty	fifty	NUM
ajeer-202	25	29	percent	percent	NOUN
ajeer-202	25	30	of	of	ADP
ajeer-202	25	31	the	the	DET
ajeer-202	25	32	installed	instal	VERB
ajeer-202	25	33	annual	annual	ADJ
ajeer-202	25	34	processing	processing	NOUN
ajeer-202	25	35	capacity	capacity	NOUN
ajeer-202	25	36	of	of	ADP
ajeer-202	25	37	985	985	NUM
ajeer-202	25	38	million	million	NUM
ajeer-202	25	39	litres	litre	NOUN
ajeer-202	25	40	(	(	PUNCT
ajeer-202	25	41	kenya	kenya	PROPN
ajeer-202	25	42	dairy	dairy	NOUN
ajeer-202	25	43	board	board	NOUN
ajeer-202	25	44	,	,	PUNCT
ajeer-202	25	45	2013	2013	NUM
ajeer-202	25	46	)	)	PUNCT
ajeer-202	25	47	and	and	CCONJ
ajeer-202	25	48	lack	lack	NOUN
ajeer-202	25	49	of	of	ADP
ajeer-202	25	50	appropriate	appropriate	ADJ
ajeer-202	25	51	or	or	CCONJ
ajeer-202	25	52	weak	weak	ADJ
ajeer-202	25	53	marketing	marketing	NOUN
ajeer-202	25	54	channels	channel	NOUN
ajeer-202	25	55	.	.	PUNCT
ajeer-202	26	1	with	with	ADP
ajeer-202	26	2	an	an	DET
ajeer-202	26	3	average	average	ADJ
ajeer-202	26	4	herd	herd	NOUN
ajeer-202	26	5	size	size	NOUN
ajeer-202	26	6	of	of	ADP
ajeer-202	26	7	three	three	NUM
ajeer-202	26	8	dairy	dairy	NOUN
ajeer-202	26	9	cattle	cattle	NOUN
ajeer-202	26	10	,	,	PUNCT
ajeer-202	26	11	it	it	PRON
ajeer-202	26	12	is	be	AUX
ajeer-202	26	13	estimated	estimate	VERB
ajeer-202	26	14	that	that	SCONJ
ajeer-202	26	15	there	there	PRON
ajeer-202	26	16	are	be	VERB
ajeer-202	26	17	about	about	ADV
ajeer-202	26	18	1.4	1.4	NUM
ajeer-202	26	19	million	million	NUM
ajeer-202	26	20	smallholder	smallholder	NOUN
ajeer-202	26	21	dairy	dairy	NOUN
ajeer-202	26	22	farmers	farmer	NOUN
ajeer-202	26	23	in	in	ADP
ajeer-202	26	24	kenya	kenya	PROPN
ajeer-202	26	25	(	(	PUNCT
ajeer-202	26	26	republic	republic	NOUN
ajeer-202	26	27	of	of	ADP
ajeer-202	26	28	kenya	kenya	PROPN
ajeer-202	26	29	,	,	PUNCT
ajeer-202	26	30	2013	2013	NUM
ajeer-202	26	31	)	)	PUNCT
ajeer-202	26	32	.	.	PUNCT
ajeer-202	27	1	smallholder	smallholder	NOUN
ajeer-202	27	2	dairy	dairy	NOUN
ajeer-202	27	3	farming	farming	NOUN
ajeer-202	27	4	as	as	ADP
ajeer-202	27	5	an	an	DET
ajeer-202	27	6	informal	informal	ADJ
ajeer-202	27	7	family	family	NOUN
ajeer-202	27	8	business	business	NOUN
ajeer-202	27	9	mainly	mainly	ADV
ajeer-202	27	10	utilize	utilize	VERB
ajeer-202	27	11	family	family	NOUN
ajeer-202	27	12	labour	labour	NOUN
ajeer-202	27	13	with	with	ADP
ajeer-202	27	14	one	one	NUM
ajeer-202	27	15	or	or	CCONJ
ajeer-202	27	16	two	two	NUM
ajeer-202	27	17	hired	hire	VERB
ajeer-202	27	18	workers	worker	NOUN
ajeer-202	27	19	,	,	PUNCT
ajeer-202	27	20	thus	thus	ADV
ajeer-202	27	21	making	make	VERB
ajeer-202	27	22	their	their	PRON
ajeer-202	27	23	operations	operation	NOUN
ajeer-202	27	24	micro	micro	ADJ
ajeer-202	27	25	and	and	CCONJ
ajeer-202	27	26	small	small	ADJ
ajeer-202	27	27	enterprises	enterprise	NOUN
ajeer-202	27	28	[	[	X
ajeer-202	27	29	m.s.e	m.s.e	NOUN
ajeer-202	27	30	’s	’s	X
ajeer-202	27	31	]	]	PUNCT
ajeer-202	27	32	which	which	PRON
ajeer-202	27	33	hardly	hardly	ADV
ajeer-202	27	34	enjoy	enjoy	VERB
ajeer-202	27	35	the	the	DET
ajeer-202	27	36	economies	economy	NOUN
ajeer-202	27	37	of	of	ADP
ajeer-202	27	38	scale	scale	NOUN
ajeer-202	27	39	(	(	PUNCT
ajeer-202	27	40	gok	gok	NOUN
ajeer-202	27	41	,	,	PUNCT
ajeer-202	27	42	2012	2012	NUM
ajeer-202	27	43	)	)	PUNCT
ajeer-202	27	44	.	.	PUNCT
ajeer-202	28	1	smallholder	smallholder	NOUN
ajeer-202	28	2	dairy	dairy	NOUN
ajeer-202	28	3	farmers	farmer	NOUN
ajeer-202	28	4	fulfill	fulfill	VERB
ajeer-202	28	5	numerous	numerous	ADJ
ajeer-202	28	6	functions	function	NOUN
ajeer-202	28	7	in	in	ADP
ajeer-202	28	8	the	the	DET
ajeer-202	28	9	agricultural	agricultural	ADJ
ajeer-202	28	10	economy	economy	NOUN
ajeer-202	28	11	among	among	ADP
ajeer-202	28	12	them	they	PRON
ajeer-202	28	13	:	:	PUNCT
ajeer-202	28	14	food	food	NOUN
ajeer-202	28	15	security	security	NOUN
ajeer-202	28	16	equitable	equitable	ADJ
ajeer-202	28	17	distribution	distribution	NOUN
ajeer-202	28	18	of	of	ADP
ajeer-202	28	19	income	income	NOUN
ajeer-202	28	20	and	and	CCONJ
ajeer-202	28	21	creation	creation	NOUN
ajeer-202	28	22	of	of	ADP
ajeer-202	28	23	employment	employment	NOUN
ajeer-202	28	24	opportunities	opportunity	NOUN
ajeer-202	28	25	especially	especially	ADV
ajeer-202	28	26	to	to	ADP
ajeer-202	28	27	the	the	DET
ajeer-202	28	28	rural	rural	ADJ
ajeer-202	28	29	poor	poor	ADJ
ajeer-202	28	30	(	(	PUNCT
ajeer-202	28	31	dorosh	dorosh	PROPN
ajeer-202	28	32	and	and	CCONJ
ajeer-202	28	33	steven	steven	PROPN
ajeer-202	28	34	,	,	PUNCT
ajeer-202	28	35	2003	2003	NUM
ajeer-202	28	36	)	)	PUNCT
ajeer-202	28	37	thus	thus	ADV
ajeer-202	28	38	making	make	VERB
ajeer-202	28	39	the	the	DET
ajeer-202	28	40	sector	sector	NOUN
ajeer-202	28	41	an	an	DET
ajeer-202	28	42	important	important	ADJ
ajeer-202	28	43	economic	economic	ADJ
ajeer-202	28	44	driver	driver	NOUN
ajeer-202	28	45	.	.	PUNCT
ajeer-202	29	1	on	on	ADP
ajeer-202	29	2	average	average	ADJ
ajeer-202	29	3	,	,	PUNCT
ajeer-202	29	4	for	for	ADP
ajeer-202	29	5	every	every	DET
ajeer-202	29	6	1000	1000	NUM
ajeer-202	29	7	litres	litre	NOUN
ajeer-202	29	8	of	of	ADP
ajeer-202	29	9	milk	milk	NOUN
ajeer-202	29	10	produced	produce	VERB
ajeer-202	29	11	at	at	ADP
ajeer-202	29	12	the	the	DET
ajeer-202	29	13	farm	farm	NOUN
ajeer-202	29	14	level	level	NOUN
ajeer-202	29	15	,	,	PUNCT
ajeer-202	29	16	73	73	NUM
ajeer-202	29	17	fulltime	fulltime	ADJ
ajeer-202	29	18	and	and	CCONJ
ajeer-202	29	19	3	3	NUM
ajeer-202	29	20	casual	casual	ADJ
ajeer-202	29	21	jobs	job	NOUN
ajeer-202	29	22	are	be	AUX
ajeer-202	29	23	created	create	VERB
ajeer-202	29	24	while	while	SCONJ
ajeer-202	29	25	a	a	DET
ajeer-202	29	26	similar	similar	ADJ
ajeer-202	29	27	quantity	quantity	NOUN
ajeer-202	29	28	of	of	ADP
ajeer-202	29	29	milk	milk	NOUN
ajeer-202	29	30	creates	create	VERB
ajeer-202	29	31	18	18	NUM
ajeer-202	29	32	jobs	job	NOUN
ajeer-202	29	33	in	in	ADP
ajeer-202	29	34	the	the	DET
ajeer-202	29	35	informal	informal	ADJ
ajeer-202	29	36	sector	sector	NOUN
ajeer-202	29	37	and	and	CCONJ
ajeer-202	29	38	13	13	NUM
ajeer-202	29	39	fulltime	fulltime	NOUN
ajeer-202	29	40	jobs	job	NOUN
ajeer-202	29	41	at	at	ADP
ajeer-202	29	42	the	the	DET
ajeer-202	29	43	processing	processing	NOUN
ajeer-202	29	44	level	level	NOUN
ajeer-202	29	45	(	(	PUNCT
ajeer-202	29	46	staal	staal	PROPN
ajeer-202	29	47	et	et	PROPN
ajeer-202	29	48	al	al	PROPN
ajeer-202	29	49	.	.	PROPN
ajeer-202	29	50	,	,	PUNCT
ajeer-202	29	51	2008	2008	NUM
ajeer-202	29	52	)	)	PUNCT
ajeer-202	29	53	.	.	PUNCT
ajeer-202	30	1	dairy	dairy	NOUN
ajeer-202	30	2	farmers	farmer	NOUN
ajeer-202	30	3	as	as	SCONJ
ajeer-202	30	4	agents	agent	NOUN
ajeer-202	30	5	of	of	ADP
ajeer-202	30	6	economic	economic	ADJ
ajeer-202	30	7	growth	growth	NOUN
ajeer-202	30	8	would	would	AUX
ajeer-202	30	9	be	be	AUX
ajeer-202	30	10	expected	expect	VERB
ajeer-202	30	11	to	to	PART
ajeer-202	30	12	graduate	graduate	VERB
ajeer-202	30	13	their	their	PRON
ajeer-202	30	14	operations	operation	NOUN
ajeer-202	30	15	to	to	ADP
ajeer-202	30	16	medium	medium	ADJ
ajeer-202	30	17	enterprises	enterprise	NOUN
ajeer-202	30	18	through	through	ADP
ajeer-202	30	19	expanded	expand	VERB
ajeer-202	30	20	herd	herd	NOUN
ajeer-202	30	21	size	size	NOUN
ajeer-202	30	22	,	,	PUNCT
ajeer-202	30	23	use	use	NOUN
ajeer-202	30	24	of	of	ADP
ajeer-202	30	25	modern	modern	ADJ
ajeer-202	30	26	technology	technology	NOUN
ajeer-202	30	27	,	,	PUNCT
ajeer-202	30	28	advanced	advanced	ADJ
ajeer-202	30	29	operating	operating	NOUN
ajeer-202	30	30	skills	skill	NOUN
ajeer-202	30	31	,	,	PUNCT
ajeer-202	30	32	diversified	diversified	ADJ
ajeer-202	30	33	portfolio	portfolio	NOUN
ajeer-202	30	34	of	of	ADP
ajeer-202	30	35	dairy	dairy	NOUN
ajeer-202	30	36	products	product	NOUN
ajeer-202	30	37	brought	bring	VERB
ajeer-202	30	38	about	about	ADP
ajeer-202	30	39	by	by	ADP
ajeer-202	30	40	processing	processing	NOUN
ajeer-202	30	41	activities	activity	NOUN
ajeer-202	30	42	,	,	PUNCT
ajeer-202	30	43	and	and	CCONJ
ajeer-202	30	44	use	use	NOUN
ajeer-202	30	45	of	of	ADP
ajeer-202	30	46	appropriate	appropriate	ADJ
ajeer-202	30	47	marketing	marketing	NOUN
ajeer-202	30	48	channels	channel	NOUN
ajeer-202	30	49	(	(	PUNCT
ajeer-202	30	50	ortner	ortner	NOUN
ajeer-202	30	51	et	et	PROPN
ajeer-202	30	52	al	al	PROPN
ajeer-202	30	53	.	.	PROPN
ajeer-202	30	54	,	,	PUNCT
ajeer-202	30	55	2000	2000	NUM
ajeer-202	30	56	)	)	PUNCT
ajeer-202	30	57	.	.	PUNCT
ajeer-202	31	1	jari	jari	PROPN
ajeer-202	31	2	(	(	PUNCT
ajeer-202	31	3	2009	2009	NUM
ajeer-202	31	4	)	)	PUNCT
ajeer-202	31	5	argues	argue	VERB
ajeer-202	31	6	that	that	SCONJ
ajeer-202	31	7	despite	despite	SCONJ
ajeer-202	31	8	the	the	DET
ajeer-202	31	9	fact	fact	NOUN
ajeer-202	31	10	that	that	SCONJ
ajeer-202	31	11	smallholder	smallholder	NOUN
ajeer-202	31	12	farmers	farmer	NOUN
ajeer-202	31	13	face	face	VERB
ajeer-202	31	14	difficulties	difficulty	NOUN
ajeer-202	31	15	in	in	ADP
ajeer-202	31	16	marketing	marketing	NOUN
ajeer-202	31	17	,	,	PUNCT
ajeer-202	31	18	they	they	PRON
ajeer-202	31	19	continue	continue	VERB
ajeer-202	31	20	to	to	PART
ajeer-202	31	21	produce	produce	VERB
ajeer-202	31	22	and	and	CCONJ
ajeer-202	31	23	survive	survive	VERB
ajeer-202	31	24	in	in	ADP
ajeer-202	31	25	the	the	DET
ajeer-202	31	26	face	face	NOUN
ajeer-202	31	27	of	of	ADP
ajeer-202	31	28	unfavorable	unfavorable	ADJ
ajeer-202	31	29	conditions	condition	NOUN
ajeer-202	31	30	some	some	PRON
ajeer-202	31	31	of	of	ADP
ajeer-202	31	32	which	which	PRON
ajeer-202	31	33	can	can	AUX
ajeer-202	31	34	be	be	AUX
ajeer-202	31	35	solved	solve	VERB
ajeer-202	31	36	through	through	ADP
ajeer-202	31	37	integration	integration	NOUN
ajeer-202	31	38	.	.	PUNCT
ajeer-202	32	1	vertical	vertical	ADJ
ajeer-202	32	2	integration	integration	NOUN
ajeer-202	32	3	occurs	occur	VERB
ajeer-202	32	4	where	where	SCONJ
ajeer-202	32	5	two	two	NUM
ajeer-202	32	6	or	or	CCONJ
ajeer-202	32	7	more	more	ADJ
ajeer-202	32	8	stages	stage	NOUN
ajeer-202	32	9	in	in	ADP
ajeer-202	32	10	the	the	DET
ajeer-202	32	11	process	process	NOUN
ajeer-202	32	12	of	of	ADP
ajeer-202	32	13	production	production	NOUN
ajeer-202	32	14	and	and	CCONJ
ajeer-202	32	15	marketing	marketing	NOUN
ajeer-202	32	16	are	be	AUX
ajeer-202	32	17	effectively	effectively	ADV
ajeer-202	32	18	controlled	control	VERB
ajeer-202	32	19	by	by	ADP
ajeer-202	32	20	single	single	ADJ
ajeer-202	32	21	management	management	NOUN
ajeer-202	32	22	(	(	PUNCT
ajeer-202	32	23	rehber	rehber	PROPN
ajeer-202	32	24	,	,	PUNCT
ajeer-202	32	25	1998	1998	NUM
ajeer-202	32	26	)	)	PUNCT
ajeer-202	32	27	.	.	PUNCT
ajeer-202	33	1	such	such	ADJ
ajeer-202	33	2	integration	integration	NOUN
ajeer-202	33	3	is	be	AUX
ajeer-202	33	4	motivated	motivate	VERB
ajeer-202	33	5	by	by	ADP
ajeer-202	33	6	the	the	DET
ajeer-202	33	7	type	type	NOUN
ajeer-202	33	8	and	and	CCONJ
ajeer-202	33	9	nature	nature	NOUN
ajeer-202	33	10	of	of	ADP
ajeer-202	33	11	fixed	fix	VERB
ajeer-202	33	12	investments	investment	NOUN
ajeer-202	33	13	and	and	CCONJ
ajeer-202	33	14	products	product	NOUN
ajeer-202	33	15	.	.	PUNCT
ajeer-202	34	1	vertically	vertically	ADV
ajeer-202	34	2	integrated	integrate	VERB
ajeer-202	34	3	farmers	farmer	NOUN
ajeer-202	34	4	maximize	maximize	VERB
ajeer-202	34	5	return	return	NOUN
ajeer-202	34	6	on	on	ADP
ajeer-202	34	7	investments	investment	NOUN
ajeer-202	34	8	through	through	ADP
ajeer-202	34	9	value	value	NOUN
ajeer-202	34	10	addition	addition	NOUN
ajeer-202	34	11	,	,	PUNCT
ajeer-202	34	12	complimenting	compliment	VERB
ajeer-202	34	13	own	own	ADJ
ajeer-202	34	14	produce	produce	NOUN
ajeer-202	34	15	from	from	ADP
ajeer-202	34	16	other	other	ADJ
ajeer-202	34	17	sources	source	NOUN
ajeer-202	34	18	as	as	ADV
ajeer-202	34	19	well	well	ADV
ajeer-202	34	20	as	as	ADP
ajeer-202	34	21	offering	offer	VERB
ajeer-202	34	22	diversified	diversified	ADJ
ajeer-202	34	23	products	product	NOUN
ajeer-202	34	24	from	from	ADP
ajeer-202	34	25	the	the	DET
ajeer-202	34	26	same	same	ADJ
ajeer-202	34	27	material	material	NOUN
ajeer-202	34	28	inputs	input	NOUN
ajeer-202	34	29	.	.	PUNCT
ajeer-202	35	1	when	when	SCONJ
ajeer-202	35	2	selling	sell	VERB
ajeer-202	35	3	their	their	PRON
ajeer-202	35	4	products	product	NOUN
ajeer-202	35	5	,	,	PUNCT
ajeer-202	35	6	such	such	ADJ
ajeer-202	35	7	farmers	farmer	NOUN
ajeer-202	35	8	will	will	AUX
ajeer-202	35	9	use	use	VERB
ajeer-202	35	10	marketing	marketing	NOUN
ajeer-202	35	11	channels	channel	NOUN
ajeer-202	35	12	that	that	PRON
ajeer-202	35	13	enable	enable	VERB
ajeer-202	35	14	their	their	PRON
ajeer-202	35	15	produce	produce	NOUN
ajeer-202	35	16	to	to	PART
ajeer-202	35	17	reach	reach	VERB
ajeer-202	35	18	the	the	DET
ajeer-202	35	19	market	market	NOUN
ajeer-202	35	20	at	at	ADP
ajeer-202	35	21	least	least	ADJ
ajeer-202	35	22	cost	cost	VERB
ajeer-202	35	23	per	per	ADP
ajeer-202	35	24	unit	unit	NOUN
ajeer-202	35	25	of	of	ADP
ajeer-202	35	26	output	output	NOUN
ajeer-202	35	27	.	.	PUNCT
ajeer-202	36	1	horizontal	horizontal	ADJ
ajeer-202	36	2	integration	integration	NOUN
ajeer-202	36	3	occurs	occur	VERB
ajeer-202	36	4	when	when	SCONJ
ajeer-202	36	5	a	a	DET
ajeer-202	36	6	farmer	farmer	NOUN
ajeer-202	36	7	gains	gain	VERB
ajeer-202	36	8	control	control	NOUN
ajeer-202	36	9	over	over	ADP
ajeer-202	36	10	other	other	ADJ
ajeer-202	36	11	farmers	farmer	NOUN
ajeer-202	36	12	performing	perform	VERB
ajeer-202	36	13	similar	similar	ADJ
ajeer-202	36	14	activities	activity	NOUN
ajeer-202	36	15	at	at	ADP
ajeer-202	36	16	the	the	DET
ajeer-202	36	17	same	same	ADJ
ajeer-202	36	18	level	level	NOUN
ajeer-202	36	19	in	in	ADP
ajeer-202	36	20	production	production	NOUN
ajeer-202	36	21	and	and	CCONJ
ajeer-202	36	22	marketing	marketing	NOUN
ajeer-202	36	23	(	(	PUNCT
ajeer-202	36	24	onumah	onumah	NOUN
ajeer-202	36	25	et	et	PROPN
ajeer-202	36	26	al	al	PROPN
ajeer-202	36	27	.	.	PROPN
ajeer-202	36	28	,	,	PUNCT
ajeer-202	36	29	2007	2007	NUM
ajeer-202	36	30	)	)	PUNCT
ajeer-202	36	31	.	.	PUNCT
ajeer-202	37	1	by	by	ADP
ajeer-202	37	2	pooling	pool	VERB
ajeer-202	37	3	skilled	skilled	ADJ
ajeer-202	37	4	manpower	manpower	NOUN
ajeer-202	37	5	,	,	PUNCT
ajeer-202	37	6	horizontally	horizontally	ADV
ajeer-202	37	7	integrated	integrate	VERB
ajeer-202	37	8	farmers	farmer	NOUN
ajeer-202	37	9	who	who	PRON
ajeer-202	37	10	are	be	AUX
ajeer-202	37	11	chain	chain	NOUN
ajeer-202	37	12	actors	actor	NOUN
ajeer-202	37	13	are	be	AUX
ajeer-202	37	14	able	able	ADJ
ajeer-202	37	15	to	to	PART
ajeer-202	37	16	minimize	minimize	VERB
ajeer-202	37	17	on	on	ADP
ajeer-202	37	18	transaction	transaction	NOUN
ajeer-202	37	19	costs	cost	NOUN
ajeer-202	37	20	,	,	PUNCT
ajeer-202	37	21	access	access	NOUN
ajeer-202	37	22	market	market	NOUN
ajeer-202	37	23	information	information	NOUN
ajeer-202	37	24	and	and	CCONJ
ajeer-202	37	25	adhere	adhere	VERB
ajeer-202	37	26	to	to	ADP
ajeer-202	37	27	government	government	NOUN
ajeer-202	37	28	regulations	regulation	NOUN
ajeer-202	37	29	more	more	ADV
ajeer-202	37	30	easily	easily	ADV
ajeer-202	37	31	.	.	PUNCT
ajeer-202	38	1	horizontally	horizontally	ADV
ajeer-202	38	2	integrated	integrate	VERB
ajeer-202	38	3	dairy	dairy	NOUN
ajeer-202	38	4	farmers	farmer	NOUN
ajeer-202	38	5	are	be	AUX
ajeer-202	38	6	able	able	ADJ
ajeer-202	38	7	to	to	PART
ajeer-202	38	8	take	take	VERB
ajeer-202	38	9	collective	collective	ADJ
ajeer-202	38	10	action	action	NOUN
ajeer-202	38	11	on	on	ADP
ajeer-202	38	12	securing	secure	VERB
ajeer-202	38	13	new	new	ADJ
ajeer-202	38	14	markets	market	NOUN
ajeer-202	38	15	,	,	PUNCT
ajeer-202	38	16	bargaining	bargain	VERB
ajeer-202	38	17	for	for	ADP
ajeer-202	38	18	better	well	ADJ
ajeer-202	38	19	prices	price	NOUN
ajeer-202	38	20	for	for	ADP
ajeer-202	38	21	milk	milk	NOUN
ajeer-202	38	22	and	and	CCONJ
ajeer-202	38	23	milk	milk	NOUN
ajeer-202	38	24	products	product	NOUN
ajeer-202	38	25	and	and	CCONJ
ajeer-202	38	26	use	use	NOUN
ajeer-202	38	27	of	of	ADP
ajeer-202	38	28	the	the	DET
ajeer-202	38	29	most	most	ADV
ajeer-202	38	30	effective	effective	ADJ
ajeer-202	38	31	marketing	marketing	NOUN
ajeer-202	38	32	channel	channel	NOUN
ajeer-202	38	33	.	.	PUNCT
ajeer-202	39	1	such	such	ADJ
ajeer-202	39	2	actions	action	NOUN
ajeer-202	39	3	are	be	AUX
ajeer-202	39	4	taken	take	VERB
ajeer-202	39	5	against	against	ADP
ajeer-202	39	6	a	a	DET
ajeer-202	39	7	background	background	NOUN
ajeer-202	39	8	of	of	ADP
ajeer-202	39	9	strong	strong	ADJ
ajeer-202	39	10	associations	association	NOUN
ajeer-202	39	11	by	by	ADP
ajeer-202	39	12	farmers	farmer	NOUN
ajeer-202	39	13	who	who	PRON
ajeer-202	39	14	are	be	AUX
ajeer-202	39	15	trained	train	VERB
ajeer-202	39	16	and	and	CCONJ
ajeer-202	39	17	have	have	VERB
ajeer-202	39	18	a	a	DET
ajeer-202	39	19	strong	strong	ADJ
ajeer-202	39	20	entrepreneurial	entrepreneurial	ADJ
ajeer-202	39	21	orientation	orientation	NOUN
ajeer-202	39	22	.	.	PUNCT
ajeer-202	40	1	vertical	vertical	ADJ
ajeer-202	40	2	and	and	CCONJ
ajeer-202	40	3	horizontal	horizontal	ADJ
ajeer-202	40	4	integration	integration	NOUN
ajeer-202	40	5	as	as	ADP
ajeer-202	40	6	factors	factor	NOUN
ajeer-202	40	7	that	that	PRON
ajeer-202	40	8	determine	determine	VERB
ajeer-202	40	9	the	the	DET
ajeer-202	40	10	choice	choice	NOUN
ajeer-202	40	11	of	of	ADP
ajeer-202	40	12	marketing	marketing	NOUN
ajeer-202	40	13	channels	channel	NOUN
ajeer-202	40	14	among	among	ADP
ajeer-202	40	15	the	the	DET
ajeer-202	40	16	small	small	ADJ
ajeer-202	40	17	holder	holder	NOUN
ajeer-202	40	18	dairy	dairy	NOUN
ajeer-202	40	19	farmers	farmer	NOUN
ajeer-202	40	20	in	in	ADP
ajeer-202	40	21	kenya	kenya	PROPN
ajeer-202	40	22	has	have	AUX
ajeer-202	40	23	not	not	PART
ajeer-202	40	24	been	be	AUX
ajeer-202	40	25	investigated	investigate	VERB
ajeer-202	40	26	.	.	PUNCT
ajeer-202	41	1	in	in	ADP
ajeer-202	41	2	kenya	kenya	PROPN
ajeer-202	41	3	,	,	PUNCT
ajeer-202	41	4	market	market	NOUN
ajeer-202	41	5	-	-	PUNCT
ajeer-202	41	6	oriented	orient	VERB
ajeer-202	41	7	smallholder	smallholder	NOUN
ajeer-202	41	8	dairy	dairy	NOUN
ajeer-202	41	9	farms	farm	NOUN
ajeer-202	41	10	tend	tend	VERB
ajeer-202	41	11	to	to	PART
ajeer-202	41	12	be	be	AUX
ajeer-202	41	13	concentrated	concentrate	VERB
ajeer-202	41	14	close	close	ADV
ajeer-202	41	15	to	to	ADP
ajeer-202	41	16	urban	urban	ADJ
ajeer-202	41	17	centres	centre	NOUN
ajeer-202	41	18	because	because	SCONJ
ajeer-202	41	19	the	the	DET
ajeer-202	41	20	effects	effect	NOUN
ajeer-202	41	21	of	of	ADP
ajeer-202	41	22	market	market	NOUN
ajeer-202	41	23	forces	force	NOUN
ajeer-202	41	24	over	over	ADP
ajeer-202	41	25	-	-	PUNCT
ajeer-202	41	26	ride	ride	NOUN
ajeer-202	41	27	many	many	ADJ
ajeer-202	41	28	production	production	NOUN
ajeer-202	41	29	factors	factor	NOUN
ajeer-202	41	30	.	.	PUNCT
ajeer-202	42	1	consequently	consequently	ADV
ajeer-202	42	2	,	,	PUNCT
ajeer-202	42	3	peri	peri	NOUN
ajeer-202	42	4	-	-	PUNCT
ajeer-202	42	5	urban	urban	ADJ
ajeer-202	42	6	smallholder	smallholder	NOUN
ajeer-202	42	7	dairy	dairy	NOUN
ajeer-202	42	8	farmers	farmer	NOUN
ajeer-202	42	9	should	should	AUX
ajeer-202	42	10	establish	establish	VERB
ajeer-202	42	11	elaborate	elaborate	ADJ
ajeer-202	42	12	governance	governance	NOUN
ajeer-202	42	13	structures	structure	NOUN
ajeer-202	42	14	and	and	CCONJ
ajeer-202	42	15	act	act	VERB
ajeer-202	42	16	collectively	collectively	ADV
ajeer-202	42	17	in	in	ADP
ajeer-202	42	18	collection	collection	NOUN
ajeer-202	42	19	,	,	PUNCT
ajeer-202	42	20	processing	processing	NOUN
ajeer-202	42	21	and	and	CCONJ
ajeer-202	42	22	marketing	marketing	NOUN
ajeer-202	42	23	of	of	ADP
ajeer-202	42	24	milk	milk	NOUN
ajeer-202	42	25	and	and	CCONJ
ajeer-202	42	26	milk	milk	NOUN
ajeer-202	42	27	products	product	NOUN
ajeer-202	42	28	.	.	PUNCT
ajeer-202	43	1	most	most	ADJ
ajeer-202	43	2	studies	study	NOUN
ajeer-202	43	3	regarding	regard	VERB
ajeer-202	43	4	the	the	DET
ajeer-202	43	5	dairy	dairy	NOUN
ajeer-202	43	6	farming	farming	NOUN
ajeer-202	43	7	in	in	ADP
ajeer-202	43	8	kenya	kenya	PROPN
ajeer-202	43	9	have	have	AUX
ajeer-202	43	10	focused	focus	VERB
ajeer-202	43	11	on	on	ADP
ajeer-202	43	12	productivity	productivity	NOUN
ajeer-202	43	13	,	,	PUNCT
ajeer-202	43	14	genetics	genetic	NOUN
ajeer-202	43	15	,	,	PUNCT
ajeer-202	43	16	nutrition	nutrition	NOUN
ajeer-202	43	17	,	,	PUNCT
ajeer-202	43	18	and	and	CCONJ
ajeer-202	43	19	value	value	NOUN
ajeer-202	43	20	chain	chain	NOUN
ajeer-202	43	21	development	development	NOUN
ajeer-202	43	22	(	(	PUNCT
ajeer-202	43	23	wambugu	wambugu	ADJ
ajeer-202	43	24	,	,	PUNCT
ajeer-202	43	25	2000	2000	NUM
ajeer-202	43	26	;	;	PUNCT
ajeer-202	43	27	kahi	kahi	PROPN
ajeer-202	43	28	et	et	PROPN
ajeer-202	43	29	al	al	PROPN
ajeer-202	43	30	.	.	PROPN
ajeer-202	43	31	,	,	PUNCT
ajeer-202	43	32	2004	2004	NUM
ajeer-202	43	33	;	;	PUNCT
ajeer-202	43	34	gamba	gamba	NOUN
ajeer-202	43	35	,	,	PUNCT
ajeer-202	43	36	2006	2006	NUM
ajeer-202	43	37	;	;	PUNCT
ajeer-202	43	38	kavoi	kavoi	PROPN
ajeer-202	43	39	et	et	PROPN
ajeer-202	43	40	al	al	PROPN
ajeer-202	43	41	.	.	PROPN
ajeer-202	43	42	,	,	PUNCT
ajeer-202	43	43	2010	2010	NUM
ajeer-202	43	44	;	;	PUNCT
ajeer-202	43	45	mugambi	mugambi	PROPN
ajeer-202	43	46	et	et	PROPN
ajeer-202	43	47	al	al	PROPN
ajeer-202	43	48	.	.	PROPN
ajeer-202	43	49	,	,	PUNCT
ajeer-202	43	50	2011	2011	NUM
ajeer-202	43	51	;	;	PUNCT
ajeer-202	43	52	murage	murage	NOUN
ajeer-202	43	53	and	and	CCONJ
ajeer-202	43	54	ilatsia	ilatsia	NOUN
ajeer-202	43	55	,	,	PUNCT
ajeer-202	43	56	2011	2011	NUM
ajeer-202	43	57	;	;	PUNCT
ajeer-202	43	58	wambugu	wambugu	PROPN
ajeer-202	43	59	et	et	PROPN
ajeer-202	43	60	al	al	PROPN
ajeer-202	43	61	.	.	PROPN
ajeer-202	43	62	,	,	PUNCT
ajeer-202	43	63	2011	2011	NUM
ajeer-202	43	64	)	)	PUNCT
ajeer-202	43	65	.	.	PUNCT
ajeer-202	44	1	this	this	PRON
ajeer-202	44	2	implies	imply	VERB
ajeer-202	44	3	that	that	SCONJ
ajeer-202	44	4	there	there	PRON
ajeer-202	44	5	are	be	VERB
ajeer-202	44	6	gaps	gap	NOUN
ajeer-202	44	7	in	in	ADP
ajeer-202	44	8	literature	literature	NOUN
ajeer-202	44	9	on	on	ADP
ajeer-202	44	10	how	how	SCONJ
ajeer-202	44	11	vertical	vertical	ADJ
ajeer-202	44	12	and	and	CCONJ
ajeer-202	44	13	horizontal	horizontal	ADJ
ajeer-202	44	14	integration	integration	NOUN
ajeer-202	44	15	act	act	NOUN
ajeer-202	44	16	as	as	ADP
ajeer-202	44	17	determinants	determinant	NOUN
ajeer-202	44	18	of	of	ADP
ajeer-202	44	19	market	market	NOUN
ajeer-202	44	20	channel	channel	NOUN
ajeer-202	44	21	among	among	ADP
ajeer-202	44	22	smallholder	smallholder	NOUN
ajeer-202	44	23	dairy	dairy	NOUN
ajeer-202	44	24	farmers	farmer	NOUN
ajeer-202	44	25	.	.	PUNCT
ajeer-202	45	1	this	this	DET
ajeer-202	45	2	paper	paper	NOUN
ajeer-202	45	3	seeks	seek	VERB
ajeer-202	45	4	to	to	PART
ajeer-202	45	5	analyse	analyse	VERB
ajeer-202	45	6	vertical	vertical	ADJ
ajeer-202	45	7	and	and	CCONJ
ajeer-202	45	8	horizontal	horizontal	ADJ
ajeer-202	45	9	integration	integration	NOUN
ajeer-202	45	10	as	as	ADP
ajeer-202	45	11	determinants	determinant	NOUN
ajeer-202	45	12	of	of	ADP
ajeer-202	45	13	market	market	NOUN
ajeer-202	45	14	channel	channel	NOUN
ajeer-202	45	15	choice	choice	NOUN
ajeer-202	45	16	among	among	ADP
ajeer-202	45	17	smallholder	smallholder	NOUN
ajeer-202	45	18	dairy	dairy	NOUN
ajeer-202	45	19	farmers	farmer	NOUN
ajeer-202	45	20	in	in	ADP
ajeer-202	45	21	lower	low	ADJ
ajeer-202	45	22	central	central	ADJ
ajeer-202	45	23	kenya	kenya	NOUN
ajeer-202	45	24	.	.	PUNCT
ajeer-202	46	1	2	2	X
ajeer-202	46	2	.	.	X
ajeer-202	46	3	review	review	NOUN
ajeer-202	46	4	of	of	ADP
ajeer-202	46	5	literature	literature	NOUN
ajeer-202	46	6	several	several	ADJ
ajeer-202	46	7	approaches	approach	NOUN
ajeer-202	46	8	have	have	AUX
ajeer-202	46	9	been	be	AUX
ajeer-202	46	10	proposed	propose	VERB
ajeer-202	46	11	in	in	ADP
ajeer-202	46	12	literature	literature	NOUN
ajeer-202	46	13	on	on	ADP
ajeer-202	46	14	the	the	DET
ajeer-202	46	15	analysis	analysis	NOUN
ajeer-202	46	16	of	of	ADP
ajeer-202	46	17	factors	factor	NOUN
ajeer-202	46	18	influencing	influence	VERB
ajeer-202	46	19	the	the	DET
ajeer-202	46	20	choice	choice	NOUN
ajeer-202	46	21	of	of	ADP
ajeer-202	46	22	market	market	NOUN
ajeer-202	46	23	channel	channel	NOUN
ajeer-202	46	24	.	.	PUNCT
ajeer-202	47	1	here	here	ADV
ajeer-202	47	2	there	there	PRON
ajeer-202	47	3	is	be	VERB
ajeer-202	47	4	a	a	DET
ajeer-202	47	5	single	single	ADJ
ajeer-202	47	6	decision	decision	NOUN
ajeer-202	47	7	among	among	ADP
ajeer-202	47	8	two	two	NUM
ajeer-202	47	9	or	or	CCONJ
ajeer-202	47	10	more	more	ADJ
ajeer-202	47	11	alternatives	alternative	NOUN
ajeer-202	47	12	.	.	PUNCT
ajeer-202	48	1	analyzed	analyze	VERB
ajeer-202	48	2	occupational	occupational	ADJ
ajeer-202	48	3	choice	choice	NOUN
ajeer-202	48	4	among	among	ADP
ajeer-202	48	5	multiple	multiple	ADJ
ajeer-202	48	6	alternatives	alternative	NOUN
ajeer-202	48	7	while	while	SCONJ
ajeer-202	48	8	mcfadden	mcfadden	PROPN
ajeer-202	48	9	(	(	PUNCT
ajeer-202	48	10	1974	1974	NUM
ajeer-202	48	11	)	)	PUNCT
ajeer-202	48	12	analyzed	analyze	VERB
ajeer-202	48	13	the	the	DET
ajeer-202	48	14	travel	travel	NOUN
ajeer-202	48	15	mode	mode	NOUN
ajeer-202	48	16	of	of	ADP
ajeer-202	48	17	urban	urban	ADJ
ajeer-202	48	18	commuter	commuter	NOUN
ajeer-202	48	19	as	as	ADP
ajeer-202	48	20	a	a	DET
ajeer-202	48	21	choice	choice	NOUN
ajeer-202	48	22	among	among	ADP
ajeer-202	48	23	multiple	multiple	ADJ
ajeer-202	48	24	alternatives	alternative	NOUN
ajeer-202	48	25	.	.	PUNCT
ajeer-202	49	1	mburu	mburu	NOUN
ajeer-202	49	2	et	et	PROPN
ajeer-202	49	3	al	al	PROPN
ajeer-202	49	4	.	.	PUNCT
ajeer-202	50	1	(	(	PUNCT
ajeer-202	50	2	2007	2007	NUM
ajeer-202	50	3	)	)	PUNCT
ajeer-202	50	4	using	use	VERB
ajeer-202	50	5	a	a	DET
ajeer-202	50	6	purposive	purposive	ADJ
ajeer-202	50	7	multistage	multistage	NOUN
ajeer-202	50	8	sampling	sample	VERB
ajeer-202	50	9	procedure	procedure	NOUN
ajeer-202	50	10	examined	examine	VERB
ajeer-202	50	11	the	the	DET
ajeer-202	50	12	determinants	determinant	NOUN
ajeer-202	50	13	of	of	ADP
ajeer-202	50	14	smallholder	smallholder	NOUN
ajeer-202	50	15	dairy	dairy	NOUN
ajeer-202	50	16	farmers	farmer	NOUN
ajeer-202	50	17	'	'	PART
ajeer-202	50	18	adoption	adoption	NOUN
ajeer-202	50	19	of	of	ADP
ajeer-202	50	20	various	various	ADJ
ajeer-202	50	21	milk	milk	NOUN
ajeer-202	50	22	marketing	marketing	NOUN
ajeer-202	50	23	channels	channel	NOUN
ajeer-202	50	24	in	in	ADP
ajeer-202	50	25	kenya	kenya	PROPN
ajeer-202	50	26	highlands	highlands	PROPN
ajeer-202	50	27	.	.	PUNCT
ajeer-202	51	1	the	the	DET
ajeer-202	51	2	study	study	NOUN
ajeer-202	51	3	used	use	VERB
ajeer-202	51	4	a	a	DET
ajeer-202	51	5	logit	logit	NOUN
ajeer-202	51	6	model	model	NOUN
ajeer-202	51	7	in	in	ADP
ajeer-202	51	8	analysing	analyse	VERB
ajeer-202	51	9	farmers	farmer	NOUN
ajeer-202	51	10	’	’	PART
ajeer-202	51	11	milk	milk	NOUN
ajeer-202	51	12	marketing	marketing	NOUN
ajeer-202	51	13	channels	channel	NOUN
ajeer-202	51	14	choice	choice	VERB
ajeer-202	51	15	either	either	CCONJ
ajeer-202	51	16	through	through	ADP
ajeer-202	51	17	itinerant	itinerant	ADJ
ajeer-202	51	18	traders	trader	NOUN
ajeer-202	51	19	(	(	PUNCT
ajeer-202	51	20	hawkers	hawker	NOUN
ajeer-202	51	21	,	,	PUNCT
ajeer-202	51	22	neighbours	neighbour	NOUN
ajeer-202	51	23	and	and	CCONJ
ajeer-202	51	24	hotels	hotel	NOUN
ajeer-202	51	25	)	)	PUNCT
ajeer-202	51	26	or	or	CCONJ
ajeer-202	51	27	through	through	ADP
ajeer-202	51	28	the	the	DET
ajeer-202	51	29	dairy	dairy	NOUN
ajeer-202	51	30	cooperative	cooperative	NOUN
ajeer-202	51	31	.	.	PUNCT
ajeer-202	52	1	the	the	DET
ajeer-202	52	2	study	study	NOUN
ajeer-202	52	3	found	find	VERB
ajeer-202	52	4	out	out	ADP
ajeer-202	52	5	that	that	SCONJ
ajeer-202	52	6	average	average	ADJ
ajeer-202	52	7	milk	milk	NOUN
ajeer-202	52	8	price	price	NOUN
ajeer-202	52	9	,	,	PUNCT
ajeer-202	52	10	total	total	ADJ
ajeer-202	52	11	number	number	NOUN
ajeer-202	52	12	of	of	ADP
ajeer-202	52	13	cows	cow	NOUN
ajeer-202	52	14	milked	milk	VERB
ajeer-202	52	15	and	and	CCONJ
ajeer-202	52	16	farm	farm	NOUN
ajeer-202	52	17	acreage	acreage	NOUN
ajeer-202	52	18	negatively	negatively	ADV
ajeer-202	52	19	influenced	influence	VERB
ajeer-202	52	20	farmers	farmer	NOUN
ajeer-202	52	21	'	'	PART
ajeer-202	52	22	adoption	adoption	NOUN
ajeer-202	52	23	of	of	ADP
ajeer-202	52	24	milk	milk	NOUN
ajeer-202	52	25	marketing	marketing	NOUN
ajeer-202	52	26	through	through	ADP
ajeer-202	52	27	the	the	DET
ajeer-202	52	28	dairy	dairy	NOUN
ajeer-202	52	29	cooperative	cooperative	ADJ
ajeer-202	52	30	channel	channel	NOUN
ajeer-202	52	31	.	.	PUNCT
ajeer-202	53	1	sikawa	sikawa	PROPN
ajeer-202	53	2	and	and	CCONJ
ajeer-202	53	3	mugisha	mugisha	PROPN
ajeer-202	53	4	(	(	PUNCT
ajeer-202	53	5	2010	2010	NUM
ajeer-202	53	6	)	)	PUNCT
ajeer-202	53	7	analysed	analyse	VERB
ajeer-202	53	8	the	the	DET
ajeer-202	53	9	factors	factor	NOUN
ajeer-202	53	10	influencing	influence	VERB
ajeer-202	53	11	south	south	ADJ
ajeer-202	53	12	-	-	PUNCT
ajeer-202	53	13	western	western	ADJ
ajeer-202	53	14	uganda	uganda	PROPN
ajeer-202	53	15	dairy	dairy	NOUN
ajeer-202	53	16	farmers	farmer	NOUN
ajeer-202	53	17	’	’	PART
ajeer-202	53	18	choice	choice	NOUN
ajeer-202	53	19	of	of	ADP
ajeer-202	53	20	the	the	DET
ajeer-202	53	21	milk	milk	NOUN
ajeer-202	53	22	marketing	marketing	NOUN
ajeer-202	53	23	channel	channel	NOUN
ajeer-202	53	24	.	.	PUNCT
ajeer-202	54	1	the	the	DET
ajeer-202	54	2	asian	asian	ADJ
ajeer-202	54	3	journal	journal	PROPN
ajeer-202	54	4	of	of	ADP
ajeer-202	54	5	economics	economic	NOUN
ajeer-202	54	6	and	and	CCONJ
ajeer-202	54	7	empirical	empirical	ADJ
ajeer-202	54	8	research	research	NOUN
ajeer-202	54	9	,	,	PUNCT
ajeer-202	54	10	2015	2015	NUM
ajeer-202	54	11	,	,	PUNCT
ajeer-202	54	12	2(2):83	2(2):83	NUM
ajeer-202	54	13	-	-	SYM
ajeer-202	54	14	90	90	NUM
ajeer-202	54	15	85	85	NUM
ajeer-202	54	16	study	study	NOUN
ajeer-202	54	17	categorized	categorize	VERB
ajeer-202	54	18	milk	milk	NOUN
ajeer-202	54	19	market	market	NOUN
ajeer-202	54	20	choices	choice	NOUN
ajeer-202	54	21	in	in	ADP
ajeer-202	54	22	to	to	ADP
ajeer-202	54	23	a	a	DET
ajeer-202	54	24	binary	binary	ADJ
ajeer-202	54	25	outcome	outcome	NOUN
ajeer-202	54	26	of	of	ADP
ajeer-202	54	27	formal	formal	ADJ
ajeer-202	54	28	and	and	CCONJ
ajeer-202	54	29	informal	informal	ADJ
ajeer-202	54	30	market	market	NOUN
ajeer-202	54	31	channels	channel	NOUN
ajeer-202	54	32	.	.	PUNCT
ajeer-202	55	1	using	use	VERB
ajeer-202	55	2	a	a	DET
ajeer-202	55	3	heckman	heckman	PROPN
ajeer-202	55	4	probit	probit	PROPN
ajeer-202	55	5	model	model	NOUN
ajeer-202	55	6	was	be	AUX
ajeer-202	55	7	age	age	NOUN
ajeer-202	55	8	of	of	ADP
ajeer-202	55	9	the	the	DET
ajeer-202	55	10	dairy	dairy	NOUN
ajeer-202	55	11	farmer	farmer	NOUN
ajeer-202	55	12	,	,	PUNCT
ajeer-202	55	13	membership	membership	NOUN
ajeer-202	55	14	in	in	ADP
ajeer-202	55	15	cooperative	cooperative	ADJ
ajeer-202	55	16	,	,	PUNCT
ajeer-202	55	17	form	form	NOUN
ajeer-202	55	18	of	of	ADP
ajeer-202	55	19	payment	payment	NOUN
ajeer-202	55	20	,	,	PUNCT
ajeer-202	55	21	volume	volume	NOUN
ajeer-202	55	22	of	of	ADP
ajeer-202	55	23	milk	milk	NOUN
ajeer-202	55	24	produced	produce	VERB
ajeer-202	55	25	,	,	PUNCT
ajeer-202	55	26	level	level	NOUN
ajeer-202	55	27	of	of	ADP
ajeer-202	55	28	education	education	NOUN
ajeer-202	55	29	of	of	ADP
ajeer-202	55	30	the	the	DET
ajeer-202	55	31	dairy	dairy	NOUN
ajeer-202	55	32	farmer	farmer	NOUN
ajeer-202	55	33	and	and	CCONJ
ajeer-202	55	34	marketing	marketing	NOUN
ajeer-202	55	35	costs	cost	NOUN
ajeer-202	55	36	were	be	AUX
ajeer-202	55	37	found	find	VERB
ajeer-202	55	38	to	to	PART
ajeer-202	55	39	influence	influence	VERB
ajeer-202	55	40	the	the	DET
ajeer-202	55	41	choice	choice	NOUN
ajeer-202	55	42	of	of	ADP
ajeer-202	55	43	milk	milk	NOUN
ajeer-202	55	44	marketing	marketing	NOUN
ajeer-202	55	45	channel	channel	NOUN
ajeer-202	55	46	.	.	PUNCT
ajeer-202	56	1	the	the	DET
ajeer-202	56	2	difference	difference	NOUN
ajeer-202	56	3	between	between	ADP
ajeer-202	56	4	mburu	mburu	NOUN
ajeer-202	56	5	et	et	PROPN
ajeer-202	56	6	al	al	PROPN
ajeer-202	56	7	.	.	PUNCT
ajeer-202	56	8	(	(	PUNCT
ajeer-202	56	9	2007	2007	NUM
ajeer-202	56	10	)	)	PUNCT
ajeer-202	56	11	and	and	CCONJ
ajeer-202	56	12	sikawa	sikawa	PROPN
ajeer-202	56	13	and	and	CCONJ
ajeer-202	56	14	mugisha	mugisha	PROPN
ajeer-202	56	15	(	(	PUNCT
ajeer-202	56	16	2010	2010	NUM
ajeer-202	56	17	)	)	PUNCT
ajeer-202	56	18	studies	study	NOUN
ajeer-202	56	19	and	and	CCONJ
ajeer-202	56	20	the	the	DET
ajeer-202	56	21	current	current	ADJ
ajeer-202	56	22	study	study	NOUN
ajeer-202	56	23	is	be	AUX
ajeer-202	56	24	that	that	SCONJ
ajeer-202	56	25	the	the	DET
ajeer-202	56	26	former	former	ADJ
ajeer-202	56	27	studies	study	NOUN
ajeer-202	56	28	collapses	collapse	VERB
ajeer-202	56	29	all	all	DET
ajeer-202	56	30	the	the	DET
ajeer-202	56	31	market	market	NOUN
ajeer-202	56	32	alternatives	alternative	NOUN
ajeer-202	56	33	in	in	ADP
ajeer-202	56	34	to	to	ADP
ajeer-202	56	35	a	a	DET
ajeer-202	56	36	binary	binary	ADJ
ajeer-202	56	37	outcome	outcome	NOUN
ajeer-202	56	38	while	while	SCONJ
ajeer-202	56	39	the	the	DET
ajeer-202	56	40	current	current	ADJ
ajeer-202	56	41	study	study	NOUN
ajeer-202	56	42	does	do	VERB
ajeer-202	56	43	not	not	PART
ajeer-202	56	44	.	.	PUNCT
ajeer-202	57	1	binomial	binomial	PROPN
ajeer-202	57	2	logit	logit	PROPN
ajeer-202	57	3	and	and	CCONJ
ajeer-202	57	4	probit	probit	NOUN
ajeer-202	57	5	techniques	technique	NOUN
ajeer-202	57	6	are	be	AUX
ajeer-202	57	7	only	only	ADV
ajeer-202	57	8	suitable	suitable	ADJ
ajeer-202	57	9	for	for	ADP
ajeer-202	57	10	problems	problem	NOUN
ajeer-202	57	11	involving	involve	VERB
ajeer-202	57	12	the	the	DET
ajeer-202	57	13	choice	choice	NOUN
ajeer-202	57	14	among	among	ADP
ajeer-202	57	15	two	two	NUM
ajeer-202	57	16	categories	category	NOUN
ajeer-202	57	17	.	.	PUNCT
ajeer-202	58	1	the	the	DET
ajeer-202	58	2	former	former	ADJ
ajeer-202	58	3	studies	study	NOUN
ajeer-202	58	4	combined	combine	VERB
ajeer-202	58	5	several	several	ADJ
ajeer-202	58	6	market	market	NOUN
ajeer-202	58	7	outlets	outlet	NOUN
ajeer-202	58	8	in	in	ADP
ajeer-202	58	9	order	order	NOUN
ajeer-202	58	10	to	to	PART
ajeer-202	58	11	make	make	VERB
ajeer-202	58	12	the	the	DET
ajeer-202	58	13	dependent	dependent	ADJ
ajeer-202	58	14	variable	variable	NOUN
ajeer-202	58	15	a	a	DET
ajeer-202	58	16	binary	binary	ADJ
ajeer-202	58	17	outcome	outcome	NOUN
ajeer-202	58	18	.	.	PUNCT
ajeer-202	59	1	for	for	ADP
ajeer-202	59	2	problems	problem	NOUN
ajeer-202	59	3	involving	involve	VERB
ajeer-202	59	4	the	the	DET
ajeer-202	59	5	choice	choice	NOUN
ajeer-202	59	6	among	among	ADP
ajeer-202	59	7	three	three	NUM
ajeer-202	59	8	or	or	CCONJ
ajeer-202	59	9	more	more	ADJ
ajeer-202	59	10	categories	category	NOUN
ajeer-202	59	11	,	,	PUNCT
ajeer-202	59	12	the	the	DET
ajeer-202	59	13	multinomial	multinomial	ADJ
ajeer-202	59	14	logit	logit	PROPN
ajeer-202	59	15	technique	technique	NOUN
ajeer-202	59	16	is	be	AUX
ajeer-202	59	17	most	most	ADV
ajeer-202	59	18	often	often	ADV
ajeer-202	59	19	employed	employ	VERB
ajeer-202	59	20	like	like	ADP
ajeer-202	59	21	the	the	DET
ajeer-202	59	22	case	case	NOUN
ajeer-202	59	23	in	in	ADP
ajeer-202	59	24	this	this	DET
ajeer-202	59	25	study	study	NOUN
ajeer-202	59	26	.	.	PUNCT
ajeer-202	60	1	staal	staal	PROPN
ajeer-202	60	2	et	et	PROPN
ajeer-202	60	3	al	al	PROPN
ajeer-202	60	4	.	.	PROPN
ajeer-202	60	5	(	(	PUNCT
ajeer-202	60	6	2006	2006	NUM
ajeer-202	60	7	)	)	PUNCT
ajeer-202	60	8	analysed	analyse	VERB
ajeer-202	60	9	the	the	DET
ajeer-202	60	10	smallholder	smallholder	NOUN
ajeer-202	60	11	dairy	dairy	NOUN
ajeer-202	60	12	farmer	farmer	NOUN
ajeer-202	60	13	access	access	NOUN
ajeer-202	60	14	to	to	ADP
ajeer-202	60	15	alternative	alternative	ADJ
ajeer-202	60	16	milk	milk	NOUN
ajeer-202	60	17	market	market	NOUN
ajeer-202	60	18	channels	channel	NOUN
ajeer-202	60	19	in	in	ADP
ajeer-202	60	20	gujarat	gujarat	PROPN
ajeer-202	60	21	,	,	PUNCT
ajeer-202	60	22	india	india	PROPN
ajeer-202	60	23	.	.	PUNCT
ajeer-202	61	1	the	the	DET
ajeer-202	61	2	study	study	NOUN
ajeer-202	61	3	used	use	VERB
ajeer-202	61	4	a	a	DET
ajeer-202	61	5	two	two	NUM
ajeer-202	61	6	-	-	PUNCT
ajeer-202	61	7	step	step	NOUN
ajeer-202	61	8	analysis	analysis	NOUN
ajeer-202	61	9	first	first	ADV
ajeer-202	61	10	to	to	PART
ajeer-202	61	11	explain	explain	VERB
ajeer-202	61	12	milk	milk	NOUN
ajeer-202	61	13	market	market	NOUN
ajeer-202	61	14	participation	participation	NOUN
ajeer-202	61	15	using	use	VERB
ajeer-202	61	16	probit	probit	NOUN
ajeer-202	61	17	model	model	NOUN
ajeer-202	61	18	while	while	SCONJ
ajeer-202	61	19	in	in	ADP
ajeer-202	61	20	the	the	DET
ajeer-202	61	21	second	second	ADJ
ajeer-202	61	22	step	step	NOUN
ajeer-202	61	23	the	the	DET
ajeer-202	61	24	study	study	NOUN
ajeer-202	61	25	used	use	VERB
ajeer-202	61	26	mcfadden	mcfadden	PROPN
ajeer-202	61	27	’s	’s	PART
ajeer-202	61	28	choice	choice	PROPN
ajeer-202	61	29	model	model	NOUN
ajeer-202	61	30	,	,	PUNCT
ajeer-202	61	31	using	use	VERB
ajeer-202	61	32	a	a	DET
ajeer-202	61	33	conditional	conditional	ADJ
ajeer-202	61	34	(	(	PUNCT
ajeer-202	61	35	fixed	fix	VERB
ajeer-202	61	36	-	-	PUNCT
ajeer-202	61	37	effects	effect	NOUN
ajeer-202	61	38	)	)	PUNCT
ajeer-202	61	39	logit	logit	NOUN
ajeer-202	61	40	to	to	PART
ajeer-202	61	41	model	model	VERB
ajeer-202	61	42	milk	milk	NOUN
ajeer-202	61	43	outlet	outlet	PROPN
ajeer-202	61	44	choice	choice	NOUN
ajeer-202	61	45	,	,	PUNCT
ajeer-202	61	46	and	and	CCONJ
ajeer-202	61	47	their	their	PRON
ajeer-202	61	48	determinants	determinant	NOUN
ajeer-202	61	49	.	.	PUNCT
ajeer-202	62	1	the	the	DET
ajeer-202	62	2	study	study	NOUN
ajeer-202	62	3	found	find	VERB
ajeer-202	62	4	out	out	ADP
ajeer-202	62	5	three	three	NUM
ajeer-202	62	6	major	major	ADJ
ajeer-202	62	7	milk	milk	NOUN
ajeer-202	62	8	marketing	marketing	NOUN
ajeer-202	62	9	channels	channel	NOUN
ajeer-202	62	10	including	include	VERB
ajeer-202	62	11	direct	direct	ADJ
ajeer-202	62	12	sales	sale	NOUN
ajeer-202	62	13	to	to	ADP
ajeer-202	62	14	individual	individual	ADJ
ajeer-202	62	15	consumers	consumer	NOUN
ajeer-202	62	16	,	,	PUNCT
ajeer-202	62	17	informal	informal	ADJ
ajeer-202	62	18	private	private	ADJ
ajeer-202	62	19	traders	trader	NOUN
ajeer-202	62	20	and	and	CCONJ
ajeer-202	62	21	sale	sale	NOUN
ajeer-202	62	22	through	through	ADP
ajeer-202	62	23	cooperatives	cooperative	NOUN
ajeer-202	62	24	and	and	CCONJ
ajeer-202	62	25	private	private	ADJ
ajeer-202	62	26	dairy	dairy	NOUN
ajeer-202	62	27	processors	processor	NOUN
ajeer-202	62	28	.	.	PUNCT
ajeer-202	63	1	from	from	ADP
ajeer-202	63	2	this	this	DET
ajeer-202	63	3	study	study	NOUN
ajeer-202	63	4	it	it	PRON
ajeer-202	63	5	was	be	AUX
ajeer-202	63	6	established	establish	VERB
ajeer-202	63	7	that	that	SCONJ
ajeer-202	63	8	the	the	PRON
ajeer-202	63	9	higher	high	ADJ
ajeer-202	63	10	the	the	DET
ajeer-202	63	11	number	number	NOUN
ajeer-202	63	12	of	of	ADP
ajeer-202	63	13	adults	adult	NOUN
ajeer-202	63	14	in	in	ADP
ajeer-202	63	15	a	a	DET
ajeer-202	63	16	household	household	NOUN
ajeer-202	63	17	,	,	PUNCT
ajeer-202	63	18	the	the	PRON
ajeer-202	63	19	more	more	ADV
ajeer-202	63	20	likely	likely	ADJ
ajeer-202	63	21	the	the	DET
ajeer-202	63	22	household	household	NOUN
ajeer-202	63	23	is	be	AUX
ajeer-202	63	24	to	to	PART
ajeer-202	63	25	sell	sell	VERB
ajeer-202	63	26	through	through	ADP
ajeer-202	63	27	the	the	DET
ajeer-202	63	28	private	private	ADJ
ajeer-202	63	29	trader	trader	NOUN
ajeer-202	63	30	channel	channel	NOUN
ajeer-202	63	31	and	and	CCONJ
ajeer-202	63	32	cooperative	cooperative	ADJ
ajeer-202	63	33	/	/	SYM
ajeer-202	63	34	private	private	ADJ
ajeer-202	63	35	processor	processor	NOUN
ajeer-202	63	36	channel	channel	NOUN
ajeer-202	63	37	than	than	ADP
ajeer-202	63	38	individual	individual	ADJ
ajeer-202	63	39	customers	customer	NOUN
ajeer-202	63	40	.	.	PUNCT
ajeer-202	64	1	households	household	NOUN
ajeer-202	64	2	with	with	ADP
ajeer-202	64	3	external	external	ADJ
ajeer-202	64	4	assistant	assistant	NOUN
ajeer-202	64	5	in	in	ADP
ajeer-202	64	6	their	their	PRON
ajeer-202	64	7	dairy	dairy	NOUN
ajeer-202	64	8	enterprise	enterprise	NOUN
ajeer-202	64	9	were	be	AUX
ajeer-202	64	10	more	more	ADV
ajeer-202	64	11	likely	likely	ADJ
ajeer-202	64	12	to	to	PART
ajeer-202	64	13	select	select	VERB
ajeer-202	64	14	the	the	DET
ajeer-202	64	15	private	private	ADJ
ajeer-202	64	16	traders	trader	NOUN
ajeer-202	64	17	and	and	CCONJ
ajeer-202	64	18	dairy	dairy	NOUN
ajeer-202	64	19	cooperatives	cooperative	NOUN
ajeer-202	64	20	/	/	SYM
ajeer-202	64	21	processor	processor	NOUN
ajeer-202	64	22	channels	channel	NOUN
ajeer-202	64	23	instead	instead	ADV
ajeer-202	64	24	of	of	ADP
ajeer-202	64	25	the	the	DET
ajeer-202	64	26	individual	individual	ADJ
ajeer-202	64	27	customer	customer	NOUN
ajeer-202	64	28	channel	channel	NOUN
ajeer-202	64	29	.	.	PUNCT
ajeer-202	65	1	households	household	NOUN
ajeer-202	65	2	with	with	ADP
ajeer-202	65	3	more	more	ADJ
ajeer-202	65	4	land	land	NOUN
ajeer-202	65	5	were	be	AUX
ajeer-202	65	6	found	find	VERB
ajeer-202	65	7	to	to	PART
ajeer-202	65	8	be	be	AUX
ajeer-202	65	9	less	less	ADV
ajeer-202	65	10	likely	likely	ADJ
ajeer-202	65	11	to	to	PART
ajeer-202	65	12	sell	sell	VERB
ajeer-202	65	13	through	through	ADP
ajeer-202	65	14	either	either	CCONJ
ajeer-202	65	15	the	the	DET
ajeer-202	65	16	private	private	ADJ
ajeer-202	65	17	traders	trader	NOUN
ajeer-202	65	18	channel	channel	VERB
ajeer-202	65	19	or	or	CCONJ
ajeer-202	65	20	the	the	DET
ajeer-202	65	21	cooperative	cooperative	ADJ
ajeer-202	65	22	/	/	SYM
ajeer-202	65	23	private	private	ADJ
ajeer-202	65	24	processor	processor	NOUN
ajeer-202	65	25	channel	channel	NOUN
ajeer-202	65	26	.	.	PUNCT
ajeer-202	66	1	households	household	NOUN
ajeer-202	66	2	keeping	keep	VERB
ajeer-202	66	3	higher	high	ADJ
ajeer-202	66	4	number	number	NOUN
ajeer-202	66	5	of	of	ADP
ajeer-202	66	6	livestock	livestock	NOUN
ajeer-202	66	7	were	be	AUX
ajeer-202	66	8	found	find	VERB
ajeer-202	66	9	to	to	PART
ajeer-202	66	10	be	be	AUX
ajeer-202	66	11	likely	likely	ADJ
ajeer-202	66	12	to	to	PART
ajeer-202	66	13	select	select	VERB
ajeer-202	66	14	both	both	CCONJ
ajeer-202	66	15	the	the	DET
ajeer-202	66	16	private	private	ADJ
ajeer-202	66	17	traders	trader	NOUN
ajeer-202	66	18	and	and	CCONJ
ajeer-202	66	19	dairy	dairy	NOUN
ajeer-202	66	20	cooperative	cooperative	ADJ
ajeer-202	66	21	/	/	SYM
ajeer-202	66	22	processor	processor	NOUN
ajeer-202	66	23	channel	channel	NOUN
ajeer-202	66	24	as	as	SCONJ
ajeer-202	66	25	opposed	oppose	VERB
ajeer-202	66	26	to	to	ADP
ajeer-202	66	27	selecting	select	VERB
ajeer-202	66	28	the	the	DET
ajeer-202	66	29	individual	individual	ADJ
ajeer-202	66	30	customer	customer	NOUN
ajeer-202	66	31	channel	channel	NOUN
ajeer-202	66	32	.	.	PUNCT
ajeer-202	67	1	the	the	DET
ajeer-202	67	2	study	study	NOUN
ajeer-202	67	3	found	find	VERB
ajeer-202	67	4	out	out	ADP
ajeer-202	67	5	that	that	SCONJ
ajeer-202	67	6	households	household	NOUN
ajeer-202	67	7	were	be	AUX
ajeer-202	67	8	less	less	ADV
ajeer-202	67	9	likely	likely	ADJ
ajeer-202	67	10	to	to	PART
ajeer-202	67	11	select	select	VERB
ajeer-202	67	12	channels	channel	NOUN
ajeer-202	67	13	that	that	PRON
ajeer-202	67	14	paid	pay	VERB
ajeer-202	67	15	cash	cash	NOUN
ajeer-202	67	16	,	,	PUNCT
ajeer-202	67	17	or	or	CCONJ
ajeer-202	67	18	that	that	PRON
ajeer-202	67	19	took	take	VERB
ajeer-202	67	20	milk	milk	NOUN
ajeer-202	67	21	on	on	ADP
ajeer-202	67	22	informal	informal	ADJ
ajeer-202	67	23	credit	credit	NOUN
ajeer-202	67	24	as	as	SCONJ
ajeer-202	67	25	compared	compare	VERB
ajeer-202	67	26	to	to	ADP
ajeer-202	67	27	channels	channel	NOUN
ajeer-202	67	28	that	that	PRON
ajeer-202	67	29	offered	offer	VERB
ajeer-202	67	30	monthly	monthly	ADJ
ajeer-202	67	31	payment	payment	NOUN
ajeer-202	67	32	or	or	CCONJ
ajeer-202	67	33	provided	provide	VERB
ajeer-202	67	34	formalized	formalize	VERB
ajeer-202	67	35	credit	credit	NOUN
ajeer-202	67	36	terms	term	NOUN
ajeer-202	67	37	in	in	ADP
ajeer-202	67	38	form	form	NOUN
ajeer-202	67	39	of	of	ADP
ajeer-202	67	40	written	write	VERB
ajeer-202	67	41	contracts	contract	NOUN
ajeer-202	67	42	.	.	PUNCT
ajeer-202	68	1	the	the	DET
ajeer-202	68	2	difference	difference	NOUN
ajeer-202	68	3	between	between	ADP
ajeer-202	68	4	staal	staal	PROPN
ajeer-202	68	5	et	et	PROPN
ajeer-202	68	6	al	al	PROPN
ajeer-202	68	7	.	.	PROPN
ajeer-202	69	1	(	(	PUNCT
ajeer-202	69	2	2006	2006	NUM
ajeer-202	69	3	)	)	PUNCT
ajeer-202	69	4	study	study	NOUN
ajeer-202	69	5	and	and	CCONJ
ajeer-202	69	6	the	the	DET
ajeer-202	69	7	current	current	ADJ
ajeer-202	69	8	study	study	NOUN
ajeer-202	69	9	is	be	AUX
ajeer-202	69	10	that	that	SCONJ
ajeer-202	69	11	the	the	DET
ajeer-202	69	12	former	former	ADJ
ajeer-202	69	13	used	use	VERB
ajeer-202	69	14	conditional	conditional	ADJ
ajeer-202	69	15	logit	logit	PROPN
ajeer-202	69	16	model	model	NOUN
ajeer-202	69	17	which	which	PRON
ajeer-202	69	18	is	be	AUX
ajeer-202	69	19	used	use	VERB
ajeer-202	69	20	when	when	SCONJ
ajeer-202	69	21	data	datum	NOUN
ajeer-202	69	22	consist	consist	VERB
ajeer-202	69	23	of	of	ADP
ajeer-202	69	24	choice	choice	NOUN
ajeer-202	69	25	-	-	PUNCT
ajeer-202	69	26	specific	specific	ADJ
ajeer-202	69	27	attributes	attribute	NOUN
ajeer-202	69	28	instead	instead	ADV
ajeer-202	69	29	of	of	ADP
ajeer-202	69	30	individual	individual	ADJ
ajeer-202	69	31	-	-	PUNCT
ajeer-202	69	32	specific	specific	ADJ
ajeer-202	69	33	characteristics	characteristic	NOUN
ajeer-202	69	34	.	.	PUNCT
ajeer-202	70	1	conditional	conditional	ADJ
ajeer-202	70	2	logit	logit	PROPN
ajeer-202	70	3	model	model	NOUN
ajeer-202	70	4	is	be	AUX
ajeer-202	70	5	limited	limit	VERB
ajeer-202	70	6	in	in	ADP
ajeer-202	70	7	that	that	SCONJ
ajeer-202	70	8	it	it	PRON
ajeer-202	70	9	only	only	ADV
ajeer-202	70	10	gives	give	VERB
ajeer-202	70	11	direct	direct	ADJ
ajeer-202	70	12	information	information	NOUN
ajeer-202	70	13	on	on	ADP
ajeer-202	70	14	which	which	PRON
ajeer-202	70	15	individuals	individual	NOUN
ajeer-202	70	16	make	make	VERB
ajeer-202	70	17	what	what	DET
ajeer-202	70	18	choices	choice	NOUN
ajeer-202	70	19	does	do	AUX
ajeer-202	70	20	not	not	PART
ajeer-202	70	21	allow	allow	VERB
ajeer-202	70	22	testing	testing	NOUN
ajeer-202	70	23	hypotheses	hypothesis	NOUN
ajeer-202	70	24	why	why	SCONJ
ajeer-202	70	25	those	those	DET
ajeer-202	70	26	choices	choice	NOUN
ajeer-202	70	27	are	be	AUX
ajeer-202	70	28	made	make	VERB
ajeer-202	70	29	.	.	PUNCT
ajeer-202	71	1	interpretation	interpretation	NOUN
ajeer-202	71	2	is	be	AUX
ajeer-202	71	3	based	base	VERB
ajeer-202	71	4	therefore	therefore	ADV
ajeer-202	71	5	on	on	ADP
ajeer-202	71	6	untested	untested	ADJ
ajeer-202	71	7	characteristics	characteristic	NOUN
ajeer-202	71	8	of	of	ADP
ajeer-202	71	9	alternatives	alternative	NOUN
ajeer-202	71	10	available	available	ADJ
ajeer-202	71	11	to	to	ADP
ajeer-202	71	12	particular	particular	ADJ
ajeer-202	71	13	individual	individual	NOUN
ajeer-202	71	14	(	(	PUNCT
ajeer-202	71	15	hoffman	hoffman	NOUN
ajeer-202	71	16	and	and	CCONJ
ajeer-202	71	17	duncan	duncan	PROPN
ajeer-202	71	18	,	,	PUNCT
ajeer-202	71	19	1988	1988	NUM
ajeer-202	71	20	)	)	PUNCT
ajeer-202	71	21	.	.	PUNCT
ajeer-202	72	1	the	the	DET
ajeer-202	72	2	current	current	ADJ
ajeer-202	72	3	study	study	NOUN
ajeer-202	72	4	however	however	ADV
ajeer-202	72	5	utilizes	utilize	VERB
ajeer-202	72	6	the	the	DET
ajeer-202	72	7	multinomial	multinomial	ADJ
ajeer-202	72	8	logit	logit	PROPN
ajeer-202	72	9	approach	approach	NOUN
ajeer-202	72	10	that	that	PRON
ajeer-202	72	11	analyses	analyse	VERB
ajeer-202	72	12	the	the	DET
ajeer-202	72	13	choice	choice	NOUN
ajeer-202	72	14	of	of	ADP
ajeer-202	72	15	market	market	NOUN
ajeer-202	72	16	on	on	ADP
ajeer-202	72	17	the	the	DET
ajeer-202	72	18	premise	premise	NOUN
ajeer-202	72	19	of	of	ADP
ajeer-202	72	20	individual	individual	ADJ
ajeer-202	72	21	decision	decision	NOUN
ajeer-202	72	22	maker	maker	NOUN
ajeer-202	72	23	than	than	ADP
ajeer-202	72	24	the	the	DET
ajeer-202	72	25	choice	choice	NOUN
ajeer-202	72	26	itself	itself	PRON
ajeer-202	72	27	.	.	PUNCT
ajeer-202	73	1	shiferaw	shiferaw	PROPN
ajeer-202	73	2	et	et	PROPN
ajeer-202	73	3	al	al	PROPN
ajeer-202	73	4	.	.	PROPN
ajeer-202	74	1	(	(	PUNCT
ajeer-202	74	2	2006	2006	NUM
ajeer-202	74	3	)	)	PUNCT
ajeer-202	74	4	employed	employ	VERB
ajeer-202	74	5	descriptive	descriptive	ADJ
ajeer-202	74	6	statistics	statistic	NOUN
ajeer-202	74	7	such	such	ADJ
ajeer-202	74	8	as	as	ADP
ajeer-202	74	9	frequencies	frequency	NOUN
ajeer-202	74	10	,	,	PUNCT
ajeer-202	74	11	cross	cross	NOUN
ajeer-202	74	12	-	-	NOUN
ajeer-202	74	13	tabulations	tabulation	NOUN
ajeer-202	74	14	,	,	PUNCT
ajeer-202	74	15	means	mean	VERB
ajeer-202	74	16	and	and	CCONJ
ajeer-202	74	17	ratios	ratio	NOUN
ajeer-202	74	18	to	to	PART
ajeer-202	74	19	analyse	analyse	VERB
ajeer-202	74	20	socio	socio	NOUN
ajeer-202	74	21	-	-	PUNCT
ajeer-202	74	22	economic	economic	ADJ
ajeer-202	74	23	assessment	assessment	NOUN
ajeer-202	74	24	of	of	ADP
ajeer-202	74	25	legume	legume	NOUN
ajeer-202	74	26	production	production	NOUN
ajeer-202	74	27	,	,	PUNCT
ajeer-202	74	28	farmer	farmer	NOUN
ajeer-202	74	29	technology	technology	NOUN
ajeer-202	74	30	choice	choice	NOUN
ajeer-202	74	31	,	,	PUNCT
ajeer-202	74	32	market	market	NOUN
ajeer-202	74	33	linkages	linkage	NOUN
ajeer-202	74	34	,	,	PUNCT
ajeer-202	74	35	institutions	institution	NOUN
ajeer-202	74	36	and	and	CCONJ
ajeer-202	74	37	poverty	poverty	NOUN
ajeer-202	74	38	in	in	ADP
ajeer-202	74	39	rural	rural	ADJ
ajeer-202	74	40	ethiopia	ethiopia	PROPN
ajeer-202	74	41	.	.	PUNCT
ajeer-202	75	1	the	the	DET
ajeer-202	75	2	paper	paper	NOUN
ajeer-202	75	3	did	do	AUX
ajeer-202	75	4	not	not	PART
ajeer-202	75	5	attempt	attempt	VERB
ajeer-202	75	6	to	to	PART
ajeer-202	75	7	undertake	undertake	VERB
ajeer-202	75	8	detailed	detailed	ADJ
ajeer-202	75	9	econometric	econometric	ADJ
ajeer-202	75	10	modelling	modelling	NOUN
ajeer-202	75	11	to	to	PART
ajeer-202	75	12	test	test	NOUN
ajeer-202	75	13	correlations	correlation	NOUN
ajeer-202	75	14	and	and	CCONJ
ajeer-202	75	15	cause	cause	VERB
ajeer-202	75	16	and	and	CCONJ
ajeer-202	75	17	effect	effect	VERB
ajeer-202	75	18	relationships	relationship	NOUN
ajeer-202	75	19	between	between	ADP
ajeer-202	75	20	different	different	ADJ
ajeer-202	75	21	variables	variable	NOUN
ajeer-202	75	22	.	.	PUNCT
ajeer-202	76	1	the	the	DET
ajeer-202	76	2	difference	difference	NOUN
ajeer-202	76	3	between	between	ADP
ajeer-202	76	4	this	this	DET
ajeer-202	76	5	study	study	NOUN
ajeer-202	76	6	and	and	CCONJ
ajeer-202	76	7	the	the	DET
ajeer-202	76	8	current	current	ADJ
ajeer-202	76	9	study	study	NOUN
ajeer-202	76	10	is	be	AUX
ajeer-202	76	11	that	that	SCONJ
ajeer-202	76	12	the	the	DET
ajeer-202	76	13	former	former	ADJ
ajeer-202	76	14	used	use	VERB
ajeer-202	76	15	descriptive	descriptive	ADJ
ajeer-202	76	16	analysis	analysis	NOUN
ajeer-202	76	17	while	while	SCONJ
ajeer-202	76	18	this	this	DET
ajeer-202	76	19	study	study	NOUN
ajeer-202	76	20	used	use	VERB
ajeer-202	76	21	a	a	DET
ajeer-202	76	22	more	more	ADV
ajeer-202	76	23	quantitative	quantitative	ADJ
ajeer-202	76	24	econometric	econometric	ADJ
ajeer-202	76	25	analysis	analysis	NOUN
ajeer-202	76	26	to	to	PART
ajeer-202	76	27	estimate	estimate	VERB
ajeer-202	76	28	small	small	ADJ
ajeer-202	76	29	holder	holder	NOUN
ajeer-202	76	30	farmers	farmer	NOUN
ajeer-202	76	31	’	’	PART
ajeer-202	76	32	choice	choice	NOUN
ajeer-202	76	33	of	of	ADP
ajeer-202	76	34	marketing	marketing	NOUN
ajeer-202	76	35	channels	channel	NOUN
ajeer-202	76	36	.	.	PUNCT
ajeer-202	77	1	it	it	PRON
ajeer-202	77	2	is	be	AUX
ajeer-202	77	3	worth	worth	ADJ
ajeer-202	77	4	noting	note	VERB
ajeer-202	77	5	that	that	SCONJ
ajeer-202	77	6	although	although	SCONJ
ajeer-202	77	7	simple	simple	ADJ
ajeer-202	77	8	descriptive	descriptive	ADJ
ajeer-202	77	9	statistics	statistic	NOUN
ajeer-202	77	10	provide	provide	VERB
ajeer-202	77	11	important	important	ADJ
ajeer-202	77	12	information	information	NOUN
ajeer-202	77	13	on	on	ADP
ajeer-202	77	14	behavioural	behavioural	ADJ
ajeer-202	77	15	trends	trend	NOUN
ajeer-202	77	16	,	,	PUNCT
ajeer-202	77	17	they	they	PRON
ajeer-202	77	18	do	do	AUX
ajeer-202	77	19	not	not	PART
ajeer-202	77	20	offer	offer	VERB
ajeer-202	77	21	much	much	ADJ
ajeer-202	77	22	insight	insight	NOUN
ajeer-202	77	23	into	into	ADP
ajeer-202	77	24	the	the	DET
ajeer-202	77	25	underlying	underlie	VERB
ajeer-202	77	26	complex	complex	ADJ
ajeer-202	77	27	interrelationships	interrelationship	NOUN
ajeer-202	77	28	and	and	CCONJ
ajeer-202	77	29	behaviours	behaviour	NOUN
ajeer-202	77	30	driving	drive	VERB
ajeer-202	77	31	observed	observed	ADJ
ajeer-202	77	32	phenomena	phenomenon	NOUN
ajeer-202	77	33	as	as	SCONJ
ajeer-202	77	34	quantitative	quantitative	ADJ
ajeer-202	77	35	analyses	analysis	NOUN
ajeer-202	77	36	do	do	VERB
ajeer-202	77	37	,	,	PUNCT
ajeer-202	77	38	which	which	PRON
ajeer-202	77	39	is	be	AUX
ajeer-202	77	40	the	the	DET
ajeer-202	77	41	case	case	NOUN
ajeer-202	77	42	in	in	ADP
ajeer-202	77	43	this	this	DET
ajeer-202	77	44	study	study	NOUN
ajeer-202	77	45	murage	murage	NOUN
ajeer-202	77	46	and	and	CCONJ
ajeer-202	77	47	ilatsia	ilatsia	PROPN
ajeer-202	77	48	(	(	PUNCT
ajeer-202	77	49	2011	2011	NUM
ajeer-202	77	50	)	)	PUNCT
ajeer-202	77	51	examined	examine	VERB
ajeer-202	77	52	the	the	DET
ajeer-202	77	53	determinants	determinant	NOUN
ajeer-202	77	54	of	of	ADP
ajeer-202	77	55	smallholder	smallholder	NOUN
ajeer-202	77	56	dairy	dairy	NOUN
ajeer-202	77	57	farmers	farmer	NOUN
ajeer-202	77	58	’	'	PUNCT
ajeer-202	77	59	use	use	NOUN
ajeer-202	77	60	of	of	ADP
ajeer-202	77	61	breeding	breeding	NOUN
ajeer-202	77	62	services	service	NOUN
ajeer-202	77	63	in	in	ADP
ajeer-202	77	64	nyandarua	nyandarua	PROPN
ajeer-202	77	65	and	and	CCONJ
ajeer-202	77	66	kiambu	kiambu	VERB
ajeer-202	77	67	districts	district	NOUN
ajeer-202	77	68	of	of	ADP
ajeer-202	77	69	central	central	ADJ
ajeer-202	77	70	kenya	kenya	NOUN
ajeer-202	77	71	.	.	PUNCT
ajeer-202	78	1	considering	consider	VERB
ajeer-202	78	2	three	three	NUM
ajeer-202	78	3	breeding	breeding	NOUN
ajeer-202	78	4	services	service	NOUN
ajeer-202	78	5	,	,	PUNCT
ajeer-202	78	6	artificial	artificial	ADJ
ajeer-202	78	7	insemination	insemination	NOUN
ajeer-202	78	8	(	(	PUNCT
ajeer-202	78	9	ai	ai	NOUN
ajeer-202	78	10	)	)	PUNCT
ajeer-202	78	11	,	,	PUNCT
ajeer-202	78	12	natural	natural	ADJ
ajeer-202	78	13	bull	bull	NOUN
ajeer-202	78	14	service	service	NOUN
ajeer-202	78	15	,	,	PUNCT
ajeer-202	78	16	and	and	CCONJ
ajeer-202	78	17	a	a	DET
ajeer-202	78	18	combination	combination	NOUN
ajeer-202	78	19	of	of	ADP
ajeer-202	78	20	ai	ai	NOUN
ajeer-202	78	21	and	and	CCONJ
ajeer-202	78	22	bull	bull	NOUN
ajeer-202	78	23	services	service	NOUN
ajeer-202	78	24	,	,	PUNCT
ajeer-202	78	25	the	the	DET
ajeer-202	78	26	study	study	NOUN
ajeer-202	78	27	used	use	VERB
ajeer-202	78	28	a	a	DET
ajeer-202	78	29	multinomial	multinomial	ADJ
ajeer-202	78	30	logit	logit	PROPN
ajeer-202	78	31	econometric	econometric	ADJ
ajeer-202	78	32	model	model	NOUN
ajeer-202	78	33	.	.	PUNCT
ajeer-202	79	1	ayuya	ayuya	PROPN
ajeer-202	79	2	et	et	PROPN
ajeer-202	79	3	al	al	PROPN
ajeer-202	79	4	.	.	PROPN
ajeer-202	80	1	(	(	PUNCT
ajeer-202	80	2	2012	2012	NUM
ajeer-202	80	3	)	)	PUNCT
ajeer-202	80	4	used	use	VERB
ajeer-202	80	5	both	both	CCONJ
ajeer-202	80	6	descriptive	descriptive	ADJ
ajeer-202	80	7	and	and	CCONJ
ajeer-202	80	8	multinomial	multinomial	ADJ
ajeer-202	80	9	logit	logit	NOUN
ajeer-202	80	10	to	to	PART
ajeer-202	80	11	analyze	analyze	VERB
ajeer-202	80	12	small	small	ADJ
ajeer-202	80	13	-	-	PUNCT
ajeer-202	80	14	scale	scale	NOUN
ajeer-202	80	15	farmers	farmer	NOUN
ajeer-202	80	16	’	’	PART
ajeer-202	80	17	choice	choice	NOUN
ajeer-202	80	18	of	of	ADP
ajeer-202	80	19	organic	organic	ADJ
ajeer-202	80	20	soil	soil	NOUN
ajeer-202	80	21	management	management	NOUN
ajeer-202	80	22	practices	practice	NOUN
ajeer-202	80	23	in	in	ADP
ajeer-202	80	24	bungoma	bungoma	PROPN
ajeer-202	80	25	county	county	PROPN
ajeer-202	80	26	,	,	PUNCT
ajeer-202	80	27	kenya	kenya	PROPN
ajeer-202	80	28	.	.	PUNCT
ajeer-202	81	1	in	in	ADP
ajeer-202	81	2	some	some	DET
ajeer-202	81	3	other	other	ADJ
ajeer-202	81	4	work	work	NOUN
ajeer-202	81	5	,	,	PUNCT
ajeer-202	81	6	pundo	pundo	NOUN
ajeer-202	81	7	and	and	CCONJ
ajeer-202	81	8	fraser	fraser	NOUN
ajeer-202	81	9	(	(	PUNCT
ajeer-202	81	10	2006	2006	NUM
ajeer-202	81	11	)	)	PUNCT
ajeer-202	81	12	used	use	VERB
ajeer-202	81	13	multinomial	multinomial	ADJ
ajeer-202	81	14	logit	logit	PROPN
ajeer-202	81	15	model	model	NOUN
ajeer-202	81	16	to	to	PART
ajeer-202	81	17	investigate	investigate	VERB
ajeer-202	81	18	the	the	DET
ajeer-202	81	19	factors	factor	NOUN
ajeer-202	81	20	that	that	PRON
ajeer-202	81	21	determine	determine	VERB
ajeer-202	81	22	household	household	NOUN
ajeer-202	81	23	cooking	cooking	NOUN
ajeer-202	81	24	fuel	fuel	NOUN
ajeer-202	81	25	choice	choice	NOUN
ajeer-202	81	26	between	between	ADP
ajeer-202	81	27	firewood	firewood	NOUN
ajeer-202	81	28	,	,	PUNCT
ajeer-202	81	29	charcoal	charcoal	NOUN
ajeer-202	81	30	,	,	PUNCT
ajeer-202	81	31	and	and	CCONJ
ajeer-202	81	32	kerosene	kerosene	NOUN
ajeer-202	81	33	in	in	ADP
ajeer-202	81	34	kisumu	kisumu	PROPN
ajeer-202	81	35	county	county	PROPN
ajeer-202	81	36	.	.	PUNCT
ajeer-202	82	1	in	in	ADP
ajeer-202	82	2	a	a	DET
ajeer-202	82	3	similar	similar	ADJ
ajeer-202	82	4	study	study	NOUN
ajeer-202	82	5	in	in	ADP
ajeer-202	82	6	eastern	eastern	ADJ
ajeer-202	82	7	cape	cape	NOUN
ajeer-202	82	8	province	province	NOUN
ajeer-202	82	9	,	,	PUNCT
ajeer-202	82	10	south	south	PROPN
ajeer-202	82	11	africa	africa	PROPN
ajeer-202	82	12	,	,	PUNCT
ajeer-202	82	13	jari	jari	PROPN
ajeer-202	82	14	and	and	CCONJ
ajeer-202	82	15	fraser	fraser	PROPN
ajeer-202	82	16	(	(	PUNCT
ajeer-202	82	17	2009	2009	NUM
ajeer-202	82	18	)	)	PUNCT
ajeer-202	82	19	used	use	VERB
ajeer-202	82	20	the	the	DET
ajeer-202	82	21	multinomial	multinomial	ADJ
ajeer-202	82	22	regression	regression	NOUN
ajeer-202	82	23	model	model	NOUN
ajeer-202	82	24	was	be	AUX
ajeer-202	82	25	used	use	VERB
ajeer-202	82	26	to	to	PART
ajeer-202	82	27	investigate	investigate	VERB
ajeer-202	82	28	the	the	DET
ajeer-202	82	29	factors	factor	NOUN
ajeer-202	82	30	that	that	PRON
ajeer-202	82	31	influence	influence	VERB
ajeer-202	82	32	marketing	marketing	NOUN
ajeer-202	82	33	choices	choice	NOUN
ajeer-202	82	34	among	among	ADP
ajeer-202	82	35	smallholder	smallholder	NOUN
ajeer-202	82	36	and	and	CCONJ
ajeer-202	82	37	emerging	emerge	VERB
ajeer-202	82	38	farmers	farmer	NOUN
ajeer-202	82	39	.	.	PUNCT
ajeer-202	83	1	in	in	ADP
ajeer-202	83	2	another	another	DET
ajeer-202	83	3	study	study	NOUN
ajeer-202	83	4	,	,	PUNCT
ajeer-202	83	5	yayar	yayar	PROPN
ajeer-202	83	6	(	(	PUNCT
ajeer-202	83	7	2012	2012	NUM
ajeer-202	83	8	)	)	PUNCT
ajeer-202	83	9	used	use	VERB
ajeer-202	83	10	multinomial	multinomial	ADJ
ajeer-202	83	11	logit	logit	NOUN
ajeer-202	83	12	procedure	procedure	NOUN
ajeer-202	83	13	was	be	AUX
ajeer-202	83	14	used	use	VERB
ajeer-202	83	15	to	to	PART
ajeer-202	83	16	investigate	investigate	VERB
ajeer-202	83	17	the	the	DET
ajeer-202	83	18	socioeconomic	socioeconomic	ADJ
ajeer-202	83	19	and	and	CCONJ
ajeer-202	83	20	demographic	demographic	ADJ
ajeer-202	83	21	characteristics	characteristic	NOUN
ajeer-202	83	22	of	of	ADP
ajeer-202	83	23	consumers	consumer	NOUN
ajeer-202	83	24	that	that	PRON
ajeer-202	83	25	determine	determine	VERB
ajeer-202	83	26	households	household	NOUN
ajeer-202	83	27	’	'	PUNCT
ajeer-202	83	28	fluid	fluid	ADJ
ajeer-202	83	29	milk	milk	NOUN
ajeer-202	83	30	consumption	consumption	NOUN
ajeer-202	83	31	choices	choice	NOUN
ajeer-202	83	32	among	among	ADP
ajeer-202	83	33	packed	packed	ADJ
ajeer-202	83	34	,	,	PUNCT
ajeer-202	83	35	unpacked	unpacked	ADJ
ajeer-202	83	36	and	and	CCONJ
ajeer-202	83	37	both	both	CCONJ
ajeer-202	83	38	packed	pack	VERB
ajeer-202	83	39	-	-	PUNCT
ajeer-202	83	40	unpacked	unpack	VERB
ajeer-202	83	41	milk	milk	NOUN
ajeer-202	83	42	consumption	consumption	NOUN
ajeer-202	83	43	choices	choice	NOUN
ajeer-202	83	44	.	.	PUNCT
ajeer-202	84	1	multinomial	multinomial	PROPN
ajeer-202	84	2	logit	logit	PROPN
ajeer-202	84	3	model	model	NOUN
ajeer-202	84	4	is	be	AUX
ajeer-202	84	5	the	the	DET
ajeer-202	84	6	best	good	ADJ
ajeer-202	84	7	approach	approach	NOUN
ajeer-202	84	8	for	for	ADP
ajeer-202	84	9	choices	choice	NOUN
ajeer-202	84	10	that	that	PRON
ajeer-202	84	11	are	be	AUX
ajeer-202	84	12	based	base	VERB
ajeer-202	84	13	on	on	ADP
ajeer-202	84	14	the	the	DET
ajeer-202	84	15	attributes	attribute	NOUN
ajeer-202	84	16	of	of	ADP
ajeer-202	84	17	the	the	DET
ajeer-202	84	18	decision	decision	NOUN
ajeer-202	84	19	maker	maker	NOUN
ajeer-202	84	20	than	than	ADP
ajeer-202	84	21	the	the	DET
ajeer-202	84	22	choice	choice	NOUN
ajeer-202	84	23	itself	itself	PRON
ajeer-202	84	24	.	.	PUNCT
ajeer-202	85	1	studies	study	NOUN
ajeer-202	85	2	by	by	ADP
ajeer-202	85	3	murage	murage	NOUN
ajeer-202	85	4	and	and	CCONJ
ajeer-202	85	5	ilatsia	ilatsia	PROPN
ajeer-202	85	6	(	(	PUNCT
ajeer-202	85	7	2011	2011	NUM
ajeer-202	85	8	)	)	PUNCT
ajeer-202	85	9	.	.	PUNCT
ajeer-202	86	1	ayuya	ayuya	PROPN
ajeer-202	86	2	et	et	PROPN
ajeer-202	86	3	al	al	PROPN
ajeer-202	86	4	.	.	PROPN
ajeer-202	86	5	(	(	PUNCT
ajeer-202	86	6	2012	2012	NUM
ajeer-202	86	7	)	)	PUNCT
ajeer-202	86	8	;	;	PUNCT
ajeer-202	86	9	pundo	pundo	NOUN
ajeer-202	86	10	and	and	CCONJ
ajeer-202	86	11	fraser	fraser	NOUN
ajeer-202	86	12	(	(	PUNCT
ajeer-202	86	13	2006	2006	NUM
ajeer-202	86	14	)	)	PUNCT
ajeer-202	86	15	;	;	PUNCT
ajeer-202	86	16	jari	jari	PROPN
ajeer-202	86	17	and	and	CCONJ
ajeer-202	86	18	fraser	fraser	PROPN
ajeer-202	86	19	(	(	PUNCT
ajeer-202	86	20	2009	2009	NUM
ajeer-202	86	21	)	)	PUNCT
ajeer-202	86	22	have	have	AUX
ajeer-202	86	23	all	all	PRON
ajeer-202	86	24	used	use	VERB
ajeer-202	86	25	the	the	DET
ajeer-202	86	26	multinomial	multinomial	ADJ
ajeer-202	86	27	logit	logit	PROPN
ajeer-202	86	28	model	model	NOUN
ajeer-202	86	29	approach	approach	NOUN
ajeer-202	86	30	in	in	ADP
ajeer-202	86	31	analysing	analyse	VERB
ajeer-202	86	32	the	the	DET
ajeer-202	86	33	determinants	determinant	NOUN
ajeer-202	86	34	of	of	ADP
ajeer-202	86	35	choice	choice	NOUN
ajeer-202	86	36	.	.	PUNCT
ajeer-202	87	1	the	the	DET
ajeer-202	87	2	current	current	ADJ
ajeer-202	87	3	paper	paper	NOUN
ajeer-202	87	4	adopts	adopt	VERB
ajeer-202	87	5	mnl	mnl	PROPN
ajeer-202	87	6	as	as	ADP
ajeer-202	87	7	the	the	DET
ajeer-202	87	8	econometric	econometric	ADJ
ajeer-202	87	9	model	model	NOUN
ajeer-202	87	10	.	.	PUNCT
ajeer-202	88	1	3	3	X
ajeer-202	88	2	.	.	PUNCT
ajeer-202	88	3	empirical	empirical	ADJ
ajeer-202	88	4	model	model	NOUN
ajeer-202	88	5	in	in	ADP
ajeer-202	88	6	this	this	DET
ajeer-202	88	7	study	study	NOUN
ajeer-202	88	8	,	,	PUNCT
ajeer-202	88	9	an	an	DET
ajeer-202	88	10	individual	individual	NOUN
ajeer-202	88	11	is	be	AUX
ajeer-202	88	12	assumed	assume	VERB
ajeer-202	88	13	to	to	PART
ajeer-202	88	14	have	have	VERB
ajeer-202	88	15	preferences	preference	NOUN
ajeer-202	88	16	defined	define	VERB
ajeer-202	88	17	over	over	ADP
ajeer-202	88	18	a	a	DET
ajeer-202	88	19	set	set	NOUN
ajeer-202	88	20	of	of	ADP
ajeer-202	88	21	alternatives	alternative	NOUN
ajeer-202	88	22	.	.	PUNCT
ajeer-202	89	1	the	the	DET
ajeer-202	89	2	choice	choice	NOUN
ajeer-202	89	3	variable	variable	NOUN
ajeer-202	89	4	(	(	PUNCT
ajeer-202	89	5	dependent	dependent	ADJ
ajeer-202	89	6	variable	variable	NOUN
ajeer-202	89	7	)	)	PUNCT
ajeer-202	89	8	has	have	VERB
ajeer-202	89	9	more	more	ADJ
ajeer-202	89	10	than	than	ADP
ajeer-202	89	11	two	two	NUM
ajeer-202	89	12	unranked	unranke	VERB
ajeer-202	89	13	/	/	SYM
ajeer-202	89	14	unordered	unordered	ADJ
ajeer-202	89	15	options	option	NOUN
ajeer-202	89	16	while	while	SCONJ
ajeer-202	89	17	the	the	DET
ajeer-202	89	18	independent	independent	ADJ
ajeer-202	89	19	variables	variable	NOUN
ajeer-202	89	20	can	can	AUX
ajeer-202	89	21	consist	consist	VERB
ajeer-202	89	22	of	of	ADP
ajeer-202	89	23	features	feature	NOUN
ajeer-202	89	24	/	/	SYM
ajeer-202	89	25	attributes	attribute	NOUN
ajeer-202	89	26	of	of	ADP
ajeer-202	89	27	the	the	DET
ajeer-202	89	28	alternatives	alternative	NOUN
ajeer-202	89	29	and	and	CCONJ
ajeer-202	89	30	characteristics	characteristic	NOUN
ajeer-202	89	31	of	of	ADP
ajeer-202	89	32	the	the	DET
ajeer-202	89	33	respondent	respondent	NOUN
ajeer-202	89	34	e.g.	e.g.	NOUN
ajeer-202	89	35	,	,	PUNCT
ajeer-202	89	36	age	age	NOUN
ajeer-202	89	37	,	,	PUNCT
ajeer-202	89	38	education	education	NOUN
ajeer-202	89	39	,	,	PUNCT
ajeer-202	89	40	income	income	NOUN
ajeer-202	89	41	.	.	PUNCT
ajeer-202	90	1	mcfadden	mcfadden	PROPN
ajeer-202	90	2	(	(	PUNCT
ajeer-202	90	3	1974	1974	NUM
ajeer-202	90	4	)	)	PUNCT
ajeer-202	90	5	first	first	ADV
ajeer-202	90	6	introduced	introduce	VERB
ajeer-202	90	7	the	the	DET
ajeer-202	90	8	multinomial	multinomial	ADJ
ajeer-202	90	9	logit	logit	PROPN
ajeer-202	90	10	model	model	NOUN
ajeer-202	90	11	(	(	PUNCT
ajeer-202	90	12	mnl	mnl	NOUN
ajeer-202	90	13	)	)	PUNCT
ajeer-202	90	14	to	to	PART
ajeer-202	90	15	explain	explain	VERB
ajeer-202	90	16	the	the	DET
ajeer-202	90	17	choice	choice	NOUN
ajeer-202	90	18	of	of	ADP
ajeer-202	90	19	transportation	transportation	NOUN
ajeer-202	90	20	modes	mode	NOUN
ajeer-202	90	21	of	of	ADP
ajeer-202	90	22	urban	urban	ADJ
ajeer-202	90	23	commuters	commuter	NOUN
ajeer-202	90	24	with	with	ADP
ajeer-202	90	25	the	the	DET
ajeer-202	90	26	random	random	ADJ
ajeer-202	90	27	utility	utility	NOUN
ajeer-202	90	28	model	model	NOUN
ajeer-202	90	29	.	.	PUNCT
ajeer-202	91	1	mnl	mnl	PROPN
ajeer-202	91	2	continues	continue	VERB
ajeer-202	91	3	to	to	PART
ajeer-202	91	4	be	be	AUX
ajeer-202	91	5	a	a	DET
ajeer-202	91	6	popular	popular	ADJ
ajeer-202	91	7	choice	choice	NOUN
ajeer-202	91	8	model	model	NOUN
ajeer-202	91	9	because	because	SCONJ
ajeer-202	91	10	choice	choice	NOUN
ajeer-202	91	11	probabilities	probability	NOUN
ajeer-202	91	12	formula	formula	NOUN
ajeer-202	91	13	has	have	VERB
ajeer-202	91	14	a	a	DET
ajeer-202	91	15	closed	closed	ADJ
ajeer-202	91	16	form	form	NOUN
ajeer-202	91	17	and	and	CCONJ
ajeer-202	91	18	is	be	AUX
ajeer-202	91	19	readily	readily	ADV
ajeer-202	91	20	interpretable	interpretable	ADJ
ajeer-202	91	21	.	.	PUNCT
ajeer-202	92	1	asian	asian	ADJ
ajeer-202	92	2	journal	journal	PROPN
ajeer-202	92	3	of	of	ADP
ajeer-202	92	4	economics	economic	NOUN
ajeer-202	92	5	and	and	CCONJ
ajeer-202	92	6	empirical	empirical	ADJ
ajeer-202	92	7	research	research	NOUN
ajeer-202	92	8	,	,	PUNCT
ajeer-202	92	9	2015	2015	NUM
ajeer-202	92	10	,	,	PUNCT
ajeer-202	92	11	2(2):83	2(2):83	NUM
ajeer-202	92	12	-	-	SYM
ajeer-202	92	13	90	90	NUM
ajeer-202	92	14	86	86	NUM
ajeer-202	92	15	the	the	DET
ajeer-202	92	16	model	model	NOUN
ajeer-202	92	17	was	be	AUX
ajeer-202	92	18	preferred	prefer	VERB
ajeer-202	92	19	since	since	SCONJ
ajeer-202	92	20	it	it	PRON
ajeer-202	92	21	permits	permit	VERB
ajeer-202	92	22	the	the	DET
ajeer-202	92	23	analysis	analysis	NOUN
ajeer-202	92	24	of	of	ADP
ajeer-202	92	25	decision	decision	NOUN
ajeer-202	92	26	across	across	ADP
ajeer-202	92	27	more	more	ADJ
ajeer-202	92	28	than	than	ADP
ajeer-202	92	29	two	two	NUM
ajeer-202	92	30	categories	category	NOUN
ajeer-202	92	31	in	in	ADP
ajeer-202	92	32	the	the	DET
ajeer-202	92	33	dependent	dependent	ADJ
ajeer-202	92	34	variable	variable	NOUN
ajeer-202	92	35	therefore	therefore	ADV
ajeer-202	92	36	making	make	VERB
ajeer-202	92	37	it	it	PRON
ajeer-202	92	38	possible	possible	ADJ
ajeer-202	92	39	to	to	PART
ajeer-202	92	40	determine	determine	VERB
ajeer-202	92	41	choice	choice	NOUN
ajeer-202	92	42	probabilities	probability	NOUN
ajeer-202	92	43	of	of	ADP
ajeer-202	92	44	different	different	ADJ
ajeer-202	92	45	channels	channel	NOUN
ajeer-202	92	46	.	.	PUNCT
ajeer-202	93	1	in	in	ADP
ajeer-202	93	2	addition	addition	NOUN
ajeer-202	93	3	,	,	PUNCT
ajeer-202	93	4	mnl	mnl	PROPN
ajeer-202	93	5	is	be	AUX
ajeer-202	93	6	simpler	simple	ADJ
ajeer-202	93	7	to	to	PART
ajeer-202	93	8	compute	compute	VERB
ajeer-202	93	9	compared	compare	VERB
ajeer-202	93	10	to	to	ADP
ajeer-202	93	11	multinomial	multinomial	ADJ
ajeer-202	93	12	probit	probit	NOUN
ajeer-202	93	13	which	which	PRON
ajeer-202	93	14	poses	pose	VERB
ajeer-202	93	15	a	a	DET
ajeer-202	93	16	challenge	challenge	NOUN
ajeer-202	93	17	in	in	ADP
ajeer-202	93	18	computing	compute	VERB
ajeer-202	93	19	multivariate	multivariate	NOUN
ajeer-202	93	20	normal	normal	ADJ
ajeer-202	93	21	probabilities	probability	NOUN
ajeer-202	93	22	for	for	ADP
ajeer-202	93	23	any	any	DET
ajeer-202	93	24	dimensionality	dimensionality	NOUN
ajeer-202	93	25	above	above	ADP
ajeer-202	93	26	2	2	NUM
ajeer-202	93	27	(	(	PUNCT
ajeer-202	93	28	greene	greene	PROPN
ajeer-202	93	29	,	,	PUNCT
ajeer-202	93	30	2002	2002	NUM
ajeer-202	93	31	)	)	PUNCT
ajeer-202	93	32	.	.	PUNCT
ajeer-202	94	1	assume	assume	VERB
ajeer-202	94	2	the	the	DET
ajeer-202	94	3	utility	utility	NOUN
ajeer-202	94	4	of	of	ADP
ajeer-202	94	5	household	household	NOUN
ajeer-202	94	6	i	i	PRON
ajeer-202	94	7	choosing	choose	VERB
ajeer-202	94	8	channel	channel	PROPN
ajeer-202	94	9	j	j	PROPN
ajeer-202	94	10	is	be	AUX
ajeer-202	94	11	given	give	VERB
ajeer-202	94	12	by	by	ADP
ajeer-202	94	13	uij	uij	PRON
ajeer-202	94	14	is	be	AUX
ajeer-202	94	15	a	a	DET
ajeer-202	94	16	linear	linear	ADJ
ajeer-202	94	17	stochastic	stochastic	ADJ
ajeer-202	94	18	function	function	NOUN
ajeer-202	94	19	of	of	ADP
ajeer-202	94	20	exogenous	exogenous	ADJ
ajeer-202	94	21	household	household	NOUN
ajeer-202	94	22	characteristics	characteristic	NOUN
ajeer-202	94	23	x	x	PUNCT
ajeer-202	94	24	and	and	CCONJ
ajeer-202	94	25	endogenous	endogenous	ADJ
ajeer-202	94	26	household	household	NOUN
ajeer-202	94	27	choices	choice	NOUN
ajeer-202	95	1	z	z	NOUN
ajeer-202	95	2	:	:	PUNCT
ajeer-202	95	3	uij	uij	PROPN
ajeer-202	95	4	=	=	NOUN
ajeer-202	95	5	α	α	NOUN
ajeer-202	95	6	x	x	X
ajeer-202	96	1	+	+	X
ajeer-202	96	2	β	β	X
ajeer-202	96	3	z	z	NOUN
ajeer-202	96	4	+	+	CCONJ
ajeer-202	96	5	ε	ε	PROPN
ajeer-202	96	6	the	the	DET
ajeer-202	96	7	parameter	parameter	NOUN
ajeer-202	96	8	estimates	estimate	NOUN
ajeer-202	96	9	of	of	ADP
ajeer-202	96	10	the	the	DET
ajeer-202	96	11	mnl	mnl	PROPN
ajeer-202	96	12	model	model	NOUN
ajeer-202	96	13	only	only	ADV
ajeer-202	96	14	provide	provide	VERB
ajeer-202	96	15	the	the	DET
ajeer-202	96	16	direction	direction	NOUN
ajeer-202	96	17	of	of	ADP
ajeer-202	96	18	the	the	DET
ajeer-202	96	19	effect	effect	NOUN
ajeer-202	96	20	of	of	ADP
ajeer-202	96	21	the	the	DET
ajeer-202	96	22	independent	independent	ADJ
ajeer-202	96	23	variables	variable	NOUN
ajeer-202	96	24	on	on	ADP
ajeer-202	96	25	the	the	DET
ajeer-202	96	26	dependent	dependent	ADJ
ajeer-202	96	27	(	(	PUNCT
ajeer-202	96	28	choice	choice	NOUN
ajeer-202	96	29	)	)	PUNCT
ajeer-202	96	30	variable	variable	NOUN
ajeer-202	96	31	;	;	PUNCT
ajeer-202	96	32	thus	thus	ADV
ajeer-202	96	33	the	the	DET
ajeer-202	96	34	estimates	estimate	NOUN
ajeer-202	96	35	represent	represent	VERB
ajeer-202	96	36	neither	neither	CCONJ
ajeer-202	96	37	the	the	DET
ajeer-202	96	38	actual	actual	ADJ
ajeer-202	96	39	magnitude	magnitude	NOUN
ajeer-202	96	40	of	of	ADP
ajeer-202	96	41	change	change	NOUN
ajeer-202	96	42	nor	nor	CCONJ
ajeer-202	96	43	the	the	DET
ajeer-202	96	44	probabilities	probability	NOUN
ajeer-202	96	45	.	.	PUNCT
ajeer-202	97	1	marginal	marginal	ADJ
ajeer-202	97	2	effects	effect	NOUN
ajeer-202	97	3	are	be	AUX
ajeer-202	97	4	used	use	VERB
ajeer-202	97	5	to	to	PART
ajeer-202	97	6	measure	measure	VERB
ajeer-202	97	7	the	the	DET
ajeer-202	97	8	expected	expect	VERB
ajeer-202	97	9	change	change	NOUN
ajeer-202	97	10	in	in	ADP
ajeer-202	97	11	probability	probability	NOUN
ajeer-202	97	12	of	of	ADP
ajeer-202	97	13	a	a	DET
ajeer-202	97	14	particular	particular	ADJ
ajeer-202	97	15	marketing	marketing	NOUN
ajeer-202	97	16	choice	choice	NOUN
ajeer-202	97	17	being	be	AUX
ajeer-202	97	18	chosen	choose	VERB
ajeer-202	97	19	with	with	ADP
ajeer-202	97	20	respect	respect	NOUN
ajeer-202	97	21	to	to	ADP
ajeer-202	97	22	a	a	DET
ajeer-202	97	23	unit	unit	NOUN
ajeer-202	97	24	change	change	NOUN
ajeer-202	97	25	in	in	ADP
ajeer-202	97	26	an	an	DET
ajeer-202	97	27	independent	independent	ADJ
ajeer-202	97	28	variable	variable	NOUN
ajeer-202	97	29	from	from	ADP
ajeer-202	97	30	the	the	DET
ajeer-202	97	31	mean	mean	NOUN
ajeer-202	97	32	(	(	PUNCT
ajeer-202	97	33	greene	greene	PROPN
ajeer-202	97	34	,	,	PUNCT
ajeer-202	97	35	2002	2002	NUM
ajeer-202	97	36	)	)	PUNCT
ajeer-202	97	37	.	.	PUNCT
ajeer-202	98	1	assuming	assume	VERB
ajeer-202	98	2	the	the	DET
ajeer-202	98	3	errors	error	NOUN
ajeer-202	98	4	εij	εij	VERB
ajeer-202	98	5	are	be	AUX
ajeer-202	98	6	independently	independently	ADV
ajeer-202	98	7	and	and	CCONJ
ajeer-202	98	8	identically	identically	ADV
ajeer-202	98	9	distributed	distribute	VERB
ajeer-202	98	10	with	with	ADP
ajeer-202	98	11	an	an	DET
ajeer-202	98	12	extreme	extreme	ADJ
ajeer-202	98	13	value	value	NOUN
ajeer-202	98	14	distribution	distribution	NOUN
ajeer-202	98	15	,	,	PUNCT
ajeer-202	98	16	the	the	DET
ajeer-202	98	17	probability	probability	NOUN
ajeer-202	98	18	that	that	SCONJ
ajeer-202	98	19	alternative	alternative	ADJ
ajeer-202	98	20	j	j	PROPN
ajeer-202	98	21	is	be	AUX
ajeer-202	98	22	chosen	choose	VERB
ajeer-202	98	23	from	from	ADP
ajeer-202	98	24	n	n	DET
ajeer-202	98	25	alternatives	alternative	NOUN
ajeer-202	98	26	can	can	AUX
ajeer-202	98	27	be	be	AUX
ajeer-202	98	28	represented	represent	VERB
ajeer-202	98	29	by	by	ADP
ajeer-202	98	30	a	a	DET
ajeer-202	98	31	mathematical	mathematical	ADJ
ajeer-202	98	32	model	model	NOUN
ajeer-202	98	33	as	as	SCONJ
ajeer-202	98	34	formulated	formulate	VERB
ajeer-202	98	35	below	below	ADV
ajeer-202	98	36	;	;	PUNCT
ajeer-202	98	37	(	(	PUNCT
ajeer-202	98	38	)	)	PUNCT
ajeer-202	98	39	β	β	X
ajeer-202	98	40	∑	∑	PUNCT
ajeer-202	98	41	the	the	DET
ajeer-202	98	42	above	above	ADJ
ajeer-202	98	43	equation	equation	NOUN
ajeer-202	98	44	provides	provide	VERB
ajeer-202	98	45	a	a	DET
ajeer-202	98	46	set	set	NOUN
ajeer-202	98	47	of	of	ADP
ajeer-202	98	48	probabilities	probability	NOUN
ajeer-202	98	49	for	for	ADP
ajeer-202	98	50	j+1	j+1	ADJ
ajeer-202	98	51	choices	choice	NOUN
ajeer-202	98	52	for	for	ADP
ajeer-202	98	53	a	a	DET
ajeer-202	98	54	decision	decision	NOUN
ajeer-202	98	55	maker	maker	NOUN
ajeer-202	98	56	with	with	ADP
ajeer-202	98	57	characteristics	characteristic	NOUN
ajeer-202	98	58	xi	xi	INTJ
ajeer-202	99	1	while	while	SCONJ
ajeer-202	99	2	y	y	PROPN
ajeer-202	99	3	denotes	denote	VERB
ajeer-202	99	4	choices	choice	NOUN
ajeer-202	99	5	.	.	PUNCT
ajeer-202	100	1	marketing	marketing	NOUN
ajeer-202	100	2	channels	channel	NOUN
ajeer-202	100	3	x	x	PUNCT
ajeer-202	100	4	is	be	AUX
ajeer-202	100	5	a	a	DET
ajeer-202	100	6	1	1	NUM
ajeer-202	100	7	*	*	PUNCT
ajeer-202	100	8	k	k	X
ajeer-202	100	9	vector	vector	NOUN
ajeer-202	100	10	with	with	ADP
ajeer-202	100	11	first	first	ADJ
ajeer-202	100	12	element	element	NOUN
ajeer-202	100	13	unity	unity	NOUN
ajeer-202	100	14	and	and	CCONJ
ajeer-202	100	15	βj	βj	PRON
ajeer-202	100	16	is	be	AUX
ajeer-202	100	17	a	a	DET
ajeer-202	100	18	k	k	PROPN
ajeer-202	100	19	*	*	PUNCT
ajeer-202	100	20	1	1	NUM
ajeer-202	100	21	vector	vector	NOUN
ajeer-202	100	22	with	with	ADP
ajeer-202	100	23	j	j	PROPN
ajeer-202	100	24	=	=	SYM
ajeer-202	100	25	1	1	NUM
ajeer-202	100	26	,	,	PUNCT
ajeer-202	100	27	…	…	PUNCT
ajeer-202	100	28	..	..	PUNCT
ajeer-202	100	29	,	,	PUNCT
ajeer-202	100	30	j.	j.	PROPN
ajeer-202	100	31	prob	prob	PROPN
ajeer-202	100	32	(	(	PUNCT
ajeer-202	100	33	yi	yi	NOUN
ajeer-202	100	34	=	=	SYM
ajeer-202	100	35	j|xi	j|xi	PROPN
ajeer-202	100	36	)	)	PUNCT
ajeer-202	100	37	is	be	AUX
ajeer-202	100	38	determined	determine	VERB
ajeer-202	100	39	once	once	SCONJ
ajeer-202	100	40	the	the	DET
ajeer-202	100	41	probabilities	probability	NOUN
ajeer-202	100	42	for	for	ADP
ajeer-202	100	43	all	all	PRON
ajeer-202	100	44	j	j	NOUN
ajeer-202	100	45	=	=	SYM
ajeer-202	100	46	1	1	NUM
ajeer-202	100	47	,	,	PUNCT
ajeer-202	100	48	2	2	NUM
ajeer-202	100	49	,	,	PUNCT
ajeer-202	100	50	…	…	PUNCT
ajeer-202	100	51	.	.	PROPN
ajeer-202	100	52	,	,	PUNCT
ajeer-202	100	53	j	j	PROPN
ajeer-202	100	54	are	be	AUX
ajeer-202	100	55	known	know	VERB
ajeer-202	100	56	and	and	CCONJ
ajeer-202	100	57	the	the	DET
ajeer-202	100	58	probability	probability	NOUN
ajeer-202	100	59	must	must	AUX
ajeer-202	100	60	sum	sum	VERB
ajeer-202	100	61	up	up	ADP
ajeer-202	100	62	to	to	ADP
ajeer-202	100	63	unity	unity	NOUN
ajeer-202	100	64	.	.	PUNCT
ajeer-202	101	1	for	for	SCONJ
ajeer-202	101	2	the	the	DET
ajeer-202	101	3	parameter	parameter	NOUN
ajeer-202	101	4	estimates	estimate	VERB
ajeer-202	101	5	to	to	PART
ajeer-202	101	6	be	be	AUX
ajeer-202	101	7	consistent	consistent	ADJ
ajeer-202	101	8	and	and	CCONJ
ajeer-202	101	9	unbiased	unbiased	ADJ
ajeer-202	101	10	,	,	PUNCT
ajeer-202	101	11	it	it	PRON
ajeer-202	101	12	requires	require	VERB
ajeer-202	101	13	that	that	SCONJ
ajeer-202	101	14	the	the	DET
ajeer-202	101	15	probability	probability	NOUN
ajeer-202	101	16	of	of	ADP
ajeer-202	101	17	using	use	VERB
ajeer-202	101	18	one	one	NUM
ajeer-202	101	19	choice	choice	NOUN
ajeer-202	101	20	by	by	ADP
ajeer-202	101	21	a	a	DET
ajeer-202	101	22	given	give	VERB
ajeer-202	101	23	farmer	farmer	NOUN
ajeer-202	101	24	be	be	AUX
ajeer-202	101	25	independent	independent	ADJ
ajeer-202	101	26	of	of	ADP
ajeer-202	101	27	the	the	DET
ajeer-202	101	28	probability	probability	NOUN
ajeer-202	101	29	of	of	ADP
ajeer-202	101	30	choosing	choose	VERB
ajeer-202	101	31	another	another	DET
ajeer-202	101	32	choice	choice	NOUN
ajeer-202	101	33	.	.	PUNCT
ajeer-202	102	1	this	this	PRON
ajeer-202	102	2	means	mean	VERB
ajeer-202	102	3	pj	pj	PROPN
ajeer-202	102	4	/	/	SYM
ajeer-202	102	5	pk	pk	NOUN
ajeer-202	102	6	should	should	AUX
ajeer-202	102	7	be	be	AUX
ajeer-202	102	8	independent	independent	ADJ
ajeer-202	102	9	of	of	ADP
ajeer-202	102	10	the	the	DET
ajeer-202	102	11	remaining	remain	VERB
ajeer-202	102	12	probability	probability	NOUN
ajeer-202	102	13	which	which	PRON
ajeer-202	102	14	is	be	AUX
ajeer-202	102	15	referred	refer	VERB
ajeer-202	102	16	to	to	ADP
ajeer-202	102	17	as	as	ADP
ajeer-202	102	18	independence	independence	NOUN
ajeer-202	102	19	from	from	ADP
ajeer-202	102	20	irrelevant	irrelevant	ADJ
ajeer-202	102	21	alternatives	alternative	NOUN
ajeer-202	102	22	(	(	PUNCT
ajeer-202	102	23	iia	iia	NOUN
ajeer-202	102	24	)	)	PUNCT
ajeer-202	102	25	.	.	PUNCT
ajeer-202	103	1	the	the	DET
ajeer-202	103	2	parameter	parameter	NOUN
ajeer-202	103	3	estimates	estimate	NOUN
ajeer-202	103	4	of	of	ADP
ajeer-202	103	5	the	the	DET
ajeer-202	103	6	mnl	mnl	PROPN
ajeer-202	103	7	model	model	NOUN
ajeer-202	103	8	only	only	ADV
ajeer-202	103	9	provide	provide	VERB
ajeer-202	103	10	the	the	DET
ajeer-202	103	11	direction	direction	NOUN
ajeer-202	103	12	of	of	ADP
ajeer-202	103	13	the	the	DET
ajeer-202	103	14	effect	effect	NOUN
ajeer-202	103	15	of	of	ADP
ajeer-202	103	16	the	the	DET
ajeer-202	103	17	independent	independent	ADJ
ajeer-202	103	18	variables	variable	NOUN
ajeer-202	103	19	on	on	ADP
ajeer-202	103	20	the	the	DET
ajeer-202	103	21	dependent	dependent	ADJ
ajeer-202	103	22	(	(	PUNCT
ajeer-202	103	23	choice	choice	NOUN
ajeer-202	103	24	)	)	PUNCT
ajeer-202	103	25	variable	variable	NOUN
ajeer-202	103	26	;	;	PUNCT
ajeer-202	103	27	thus	thus	ADV
ajeer-202	103	28	the	the	DET
ajeer-202	103	29	estimates	estimate	NOUN
ajeer-202	103	30	represent	represent	VERB
ajeer-202	103	31	neither	neither	CCONJ
ajeer-202	103	32	the	the	DET
ajeer-202	103	33	actual	actual	ADJ
ajeer-202	103	34	magnitude	magnitude	NOUN
ajeer-202	103	35	of	of	ADP
ajeer-202	103	36	change	change	NOUN
ajeer-202	103	37	nor	nor	CCONJ
ajeer-202	103	38	the	the	DET
ajeer-202	103	39	probabilities	probability	NOUN
ajeer-202	103	40	.	.	PUNCT
ajeer-202	104	1	marginal	marginal	ADJ
ajeer-202	104	2	effects	effect	NOUN
ajeer-202	104	3	are	be	AUX
ajeer-202	104	4	used	use	VERB
ajeer-202	104	5	to	to	PART
ajeer-202	104	6	measure	measure	VERB
ajeer-202	104	7	the	the	DET
ajeer-202	104	8	expected	expect	VERB
ajeer-202	104	9	change	change	NOUN
ajeer-202	104	10	in	in	ADP
ajeer-202	104	11	probability	probability	NOUN
ajeer-202	104	12	of	of	ADP
ajeer-202	104	13	a	a	DET
ajeer-202	104	14	particular	particular	ADJ
ajeer-202	104	15	marketing	marketing	NOUN
ajeer-202	104	16	choice	choice	NOUN
ajeer-202	104	17	being	be	AUX
ajeer-202	104	18	chosen	choose	VERB
ajeer-202	104	19	with	with	ADP
ajeer-202	104	20	respect	respect	NOUN
ajeer-202	104	21	to	to	ADP
ajeer-202	104	22	a	a	DET
ajeer-202	104	23	unit	unit	NOUN
ajeer-202	104	24	change	change	NOUN
ajeer-202	104	25	in	in	ADP
ajeer-202	104	26	an	an	DET
ajeer-202	104	27	independent	independent	ADJ
ajeer-202	104	28	variable	variable	NOUN
ajeer-202	104	29	from	from	ADP
ajeer-202	104	30	the	the	DET
ajeer-202	104	31	mean	mean	NOUN
ajeer-202	104	32	(	(	PUNCT
ajeer-202	104	33	greene	greene	PROPN
ajeer-202	104	34	,	,	PUNCT
ajeer-202	104	35	2002	2002	NUM
ajeer-202	104	36	)	)	PUNCT
ajeer-202	104	37	.	.	PUNCT
ajeer-202	105	1	the	the	DET
ajeer-202	105	2	following	follow	VERB
ajeer-202	105	3	model	model	NOUN
ajeer-202	105	4	was	be	AUX
ajeer-202	105	5	specified	specify	VERB
ajeer-202	105	6	for	for	ADP
ajeer-202	105	7	market	market	NOUN
ajeer-202	105	8	channel	channel	NOUN
ajeer-202	105	9	choice	choice	NOUN
ajeer-202	105	10	analysis	analysis	NOUN
ajeer-202	105	11	;	;	PUNCT
ajeer-202	105	12	vihi	vihi	NOUN
ajeer-202	105	13	1312	1312	NUM
ajeer-202	105	14			NOUN
ajeer-202	105	15			PUNCT
ajeer-202	105	16	where	where	SCONJ
ajeer-202	105	17	dm	dm	PROPN
ajeer-202	105	18	choice	choice	NOUN
ajeer-202	105	19	is	be	AUX
ajeer-202	105	20	the	the	DET
ajeer-202	105	21	dairy	dairy	NOUN
ajeer-202	105	22	market	market	NOUN
ajeer-202	105	23	outlet	outlet	NOUN
ajeer-202	105	24	used	use	VERB
ajeer-202	105	25	by	by	ADP
ajeer-202	105	26	the	the	DET
ajeer-202	105	27	farmer	farmer	NOUN
ajeer-202	105	28	(	(	PUNCT
ajeer-202	105	29	farm	farm	NOUN
ajeer-202	105	30	gate	gate	NOUN
ajeer-202	105	31	direct	direct	ADJ
ajeer-202	105	32	sales	sale	NOUN
ajeer-202	105	33	,	,	PUNCT
ajeer-202	105	34	middlemen	middleman	NOUN
ajeer-202	105	35	,	,	PUNCT
ajeer-202	105	36	own	own	ADJ
ajeer-202	105	37	distribution	distribution	NOUN
ajeer-202	105	38	and	and	CCONJ
ajeer-202	105	39	dairy	dairy	NOUN
ajeer-202	105	40	cooperatives	cooperative	NOUN
ajeer-202	105	41	)	)	PUNCT
ajeer-202	105	42	,	,	PUNCT
ajeer-202	105	43	while	while	SCONJ
ajeer-202	105	44	are	be	AUX
ajeer-202	105	45	coefficients	coefficient	NOUN
ajeer-202	105	46	associated	associate	VERB
ajeer-202	105	47	with	with	ADP
ajeer-202	105	48	each	each	DET
ajeer-202	105	49	explanatory	explanatory	ADJ
ajeer-202	105	50	variable	variable	NOUN
ajeer-202	105	51	and	and	CCONJ
ajeer-202	105	52	the	the	PRON
ajeer-202	105	53	is	be	AUX
ajeer-202	105	54	the	the	DET
ajeer-202	105	55	error	error	NOUN
ajeer-202	105	56	term	term	NOUN
ajeer-202	105	57	.	.	PUNCT
ajeer-202	106	1	several	several	ADJ
ajeer-202	106	2	factors	factor	NOUN
ajeer-202	106	3	were	be	AUX
ajeer-202	106	4	hypothesized	hypothesize	VERB
ajeer-202	106	5	to	to	PART
ajeer-202	106	6	influence	influence	VERB
ajeer-202	106	7	the	the	DET
ajeer-202	106	8	farmers	farmer	NOUN
ajeer-202	106	9	’	’	PART
ajeer-202	106	10	choice	choice	NOUN
ajeer-202	106	11	of	of	ADP
ajeer-202	106	12	financial	financial	ADJ
ajeer-202	106	13	provision	provision	NOUN
ajeer-202	106	14	mode	mode	NOUN
ajeer-202	106	15	.	.	PUNCT
ajeer-202	107	1	the	the	DET
ajeer-202	107	2	choice	choice	NOUN
ajeer-202	107	3	of	of	ADP
ajeer-202	107	4	these	these	DET
ajeer-202	107	5	explanatory	explanatory	ADJ
ajeer-202	107	6	variables	variable	NOUN
ajeer-202	107	7	was	be	AUX
ajeer-202	107	8	mainly	mainly	ADV
ajeer-202	107	9	based	base	VERB
ajeer-202	107	10	on	on	ADP
ajeer-202	107	11	the	the	DET
ajeer-202	107	12	general	general	ADJ
ajeer-202	107	13	working	work	VERB
ajeer-202	107	14	hypothesis	hypothesis	NOUN
ajeer-202	107	15	and	and	CCONJ
ajeer-202	107	16	partly	partly	ADV
ajeer-202	107	17	on	on	ADP
ajeer-202	107	18	empirical	empirical	ADJ
ajeer-202	107	19	findings	finding	NOUN
ajeer-202	107	20	from	from	ADP
ajeer-202	107	21	literature	literature	NOUN
ajeer-202	107	22	,	,	PUNCT
ajeer-202	107	23	and	and	CCONJ
ajeer-202	107	24	therefore	therefore	ADV
ajeer-202	107	25	,	,	PUNCT
ajeer-202	107	26	a	a	DET
ajeer-202	107	27	positive	positive	ADJ
ajeer-202	107	28	or	or	CCONJ
ajeer-202	107	29	negative	negative	ADJ
ajeer-202	107	30	sign	sign	NOUN
ajeer-202	107	31	was	be	AUX
ajeer-202	107	32	assigned	assign	VERB
ajeer-202	107	33	depending	depend	VERB
ajeer-202	107	34	on	on	ADP
ajeer-202	107	35	the	the	DET
ajeer-202	107	36	potential	potential	ADJ
ajeer-202	107	37	influence	influence	NOUN
ajeer-202	107	38	of	of	ADP
ajeer-202	107	39	a	a	DET
ajeer-202	107	40	particular	particular	ADJ
ajeer-202	107	41	variable	variable	NOUN
ajeer-202	107	42	on	on	ADP
ajeer-202	107	43	choice	choice	NOUN
ajeer-202	107	44	of	of	ADP
ajeer-202	107	45	financial	financial	ADJ
ajeer-202	107	46	provision	provision	NOUN
ajeer-202	107	47	mode	mode	NOUN
ajeer-202	107	48	.	.	PUNCT
ajeer-202	108	1	3.1	3.1	NUM
ajeer-202	108	2	.	.	PUNCT
ajeer-202	109	1	diagnostic	diagnostic	ADJ
ajeer-202	109	2	tests	test	NOUN
ajeer-202	109	3	for	for	ADP
ajeer-202	109	4	multinomial	multinomial	ADJ
ajeer-202	109	5	logit	logit	NOUN
ajeer-202	109	6	the	the	DET
ajeer-202	109	7	assumption	assumption	NOUN
ajeer-202	109	8	of	of	ADP
ajeer-202	109	9	independence	independence	NOUN
ajeer-202	109	10	from	from	ADP
ajeer-202	109	11	irrelevant	irrelevant	ADJ
ajeer-202	109	12	alternatives	alternative	NOUN
ajeer-202	109	13	(	(	PUNCT
ajeer-202	109	14	iia	iia	NOUN
ajeer-202	109	15	)	)	PUNCT
ajeer-202	109	16	is	be	AUX
ajeer-202	109	17	critical	critical	ADJ
ajeer-202	109	18	and	and	CCONJ
ajeer-202	109	19	leads	lead	VERB
ajeer-202	109	20	to	to	ADP
ajeer-202	109	21	substantial	substantial	ADJ
ajeer-202	109	22	computational	computational	ADJ
ajeer-202	109	23	difficulties	difficulty	NOUN
ajeer-202	109	24	involving	involve	VERB
ajeer-202	109	25	the	the	DET
ajeer-202	109	26	computation	computation	NOUN
ajeer-202	109	27	of	of	ADP
ajeer-202	109	28	multivariate	multivariate	NOUN
ajeer-202	109	29	integrals	integral	NOUN
ajeer-202	109	30	.	.	PUNCT
ajeer-202	110	1	if	if	SCONJ
ajeer-202	110	2	there	there	PRON
ajeer-202	110	3	is	be	VERB
ajeer-202	110	4	a	a	DET
ajeer-202	110	5	change	change	NOUN
ajeer-202	110	6	in	in	ADP
ajeer-202	110	7	the	the	DET
ajeer-202	110	8	characteristics	characteristic	NOUN
ajeer-202	110	9	of	of	ADP
ajeer-202	110	10	any	any	DET
ajeer-202	110	11	other	other	ADJ
ajeer-202	110	12	alternative	alternative	NOUN
ajeer-202	110	13	in	in	ADP
ajeer-202	110	14	the	the	DET
ajeer-202	110	15	choice	choice	NOUN
ajeer-202	110	16	set	set	NOUN
ajeer-202	110	17	,	,	PUNCT
ajeer-202	110	18	this	this	DET
ajeer-202	110	19	property	property	NOUN
ajeer-202	110	20	requires	require	VERB
ajeer-202	110	21	that	that	SCONJ
ajeer-202	110	22	the	the	DET
ajeer-202	110	23	two	two	NUM
ajeer-202	110	24	probabilities	probability	NOUN
ajeer-202	110	25	must	must	AUX
ajeer-202	110	26	adjust	adjust	VERB
ajeer-202	110	27	precisely	precisely	ADV
ajeer-202	110	28	in	in	ADP
ajeer-202	110	29	order	order	NOUN
ajeer-202	110	30	to	to	PART
ajeer-202	110	31	preserve	preserve	VERB
ajeer-202	110	32	their	their	PRON
ajeer-202	110	33	initial	initial	ADJ
ajeer-202	110	34	ratio	ratio	NOUN
ajeer-202	110	35	,	,	PUNCT
ajeer-202	110	36	that	that	ADV
ajeer-202	110	37	is	is	ADV
ajeer-202	110	38	,	,	PUNCT
ajeer-202	110	39	the	the	DET
ajeer-202	110	40	percentage	percentage	NOUN
ajeer-202	110	41	change	change	NOUN
ajeer-202	110	42	in	in	ADP
ajeer-202	110	43	each	each	DET
ajeer-202	110	44	probability	probability	NOUN
ajeer-202	110	45	should	should	AUX
ajeer-202	110	46	be	be	AUX
ajeer-202	110	47	equal	equal	ADJ
ajeer-202	110	48	.	.	PUNCT
ajeer-202	111	1	a	a	DET
ajeer-202	111	2	hausman	hausman	ADJ
ajeer-202	111	3	test	test	NOUN
ajeer-202	111	4	was	be	AUX
ajeer-202	111	5	carried	carry	VERB
ajeer-202	111	6	out	out	ADP
ajeer-202	111	7	and	and	CCONJ
ajeer-202	111	8	showed	show	VERB
ajeer-202	111	9	no	no	DET
ajeer-202	111	10	evidence	evidence	NOUN
ajeer-202	111	11	that	that	SCONJ
ajeer-202	111	12	the	the	DET
ajeer-202	111	13	study	study	NOUN
ajeer-202	111	14	did	do	AUX
ajeer-202	111	15	not	not	PART
ajeer-202	111	16	meet	meet	VERB
ajeer-202	111	17	iia	iia	NOUN
ajeer-202	111	18	assumption	assumption	NOUN
ajeer-202	111	19	and	and	CCONJ
ajeer-202	111	20	therefore	therefore	ADV
ajeer-202	111	21	no	no	DET
ajeer-202	111	22	need	need	NOUN
ajeer-202	111	23	of	of	ADP
ajeer-202	111	24	using	use	VERB
ajeer-202	111	25	nested	nested	ADJ
ajeer-202	111	26	logit	logit	NOUN
ajeer-202	111	27	as	as	ADP
ajeer-202	111	28	an	an	DET
ajeer-202	111	29	alternative	alternative	ADJ
ajeer-202	111	30	potential	potential	ADJ
ajeer-202	111	31	multicollinearity	multicollinearity	NOUN
ajeer-202	111	32	among	among	ADP
ajeer-202	111	33	explanatory	explanatory	ADJ
ajeer-202	111	34	variables	variable	NOUN
ajeer-202	111	35	was	be	AUX
ajeer-202	111	36	also	also	ADV
ajeer-202	111	37	tested	test	VERB
ajeer-202	111	38	in	in	ADP
ajeer-202	111	39	a	a	DET
ajeer-202	111	40	preliminary	preliminary	ADJ
ajeer-202	111	41	analysis	analysis	NOUN
ajeer-202	111	42	where	where	SCONJ
ajeer-202	111	43	it	it	PRON
ajeer-202	111	44	was	be	AUX
ajeer-202	111	45	found	find	VERB
ajeer-202	111	46	not	not	PART
ajeer-202	111	47	have	have	VERB
ajeer-202	111	48	any	any	DET
ajeer-202	111	49	potential	potential	ADJ
ajeer-202	111	50	influence	influence	NOUN
ajeer-202	111	51	on	on	ADP
ajeer-202	111	52	estimates	estimate	NOUN
ajeer-202	111	53	from	from	ADP
ajeer-202	111	54	the	the	DET
ajeer-202	111	55	model	model	NOUN
ajeer-202	111	56	.	.	PUNCT
ajeer-202	112	1	the	the	DET
ajeer-202	112	2	highest	high	ADJ
ajeer-202	112	3	pair	pair	NOUN
ajeer-202	112	4	-	-	PUNCT
ajeer-202	112	5	wise	wise	ADJ
ajeer-202	112	6	correlation	correlation	NOUN
ajeer-202	112	7	was	be	AUX
ajeer-202	112	8	0.4	0.4	NUM
ajeer-202	112	9	whereas	whereas	SCONJ
ajeer-202	112	10	multicollinearity	multicollinearity	NOUN
ajeer-202	112	11	is	be	AUX
ajeer-202	112	12	a	a	DET
ajeer-202	112	13	serious	serious	ADJ
ajeer-202	112	14	problem	problem	NOUN
ajeer-202	112	15	if	if	SCONJ
ajeer-202	112	16	pair	pair	NOUN
ajeer-202	112	17	-	-	PUNCT
ajeer-202	112	18	wise	wise	ADJ
ajeer-202	112	19	correlation	correlation	NOUN
ajeer-202	112	20	among	among	ADP
ajeer-202	112	21	regressors	regressor	NOUN
ajeer-202	112	22	is	be	AUX
ajeer-202	112	23	in	in	ADP
ajeer-202	112	24	excess	excess	NOUN
ajeer-202	112	25	of	of	ADP
ajeer-202	112	26	0.5	0.5	NUM
ajeer-202	112	27	(	(	PUNCT
ajeer-202	112	28	gujarati	gujarati	PROPN
ajeer-202	112	29	,	,	PUNCT
ajeer-202	112	30	2004	2004	NUM
ajeer-202	112	31	)	)	PUNCT
ajeer-202	112	32	.	.	PUNCT
ajeer-202	113	1	an	an	DET
ajeer-202	113	2	analysis	analysis	NOUN
ajeer-202	113	3	of	of	ADP
ajeer-202	113	4	variance	variance	NOUN
ajeer-202	113	5	inflation	inflation	NOUN
ajeer-202	113	6	factor	factor	NOUN
ajeer-202	113	7	(	(	PUNCT
ajeer-202	113	8	vif	vif	NOUN
ajeer-202	113	9	)	)	PUNCT
ajeer-202	113	10	did	do	AUX
ajeer-202	113	11	not	not	PART
ajeer-202	113	12	show	show	VERB
ajeer-202	113	13	any	any	DET
ajeer-202	113	14	problem	problem	NOUN
ajeer-202	113	15	since	since	SCONJ
ajeer-202	113	16	none	none	NOUN
ajeer-202	113	17	of	of	ADP
ajeer-202	113	18	the	the	DET
ajeer-202	113	19	vif	vif	NOUN
ajeer-202	113	20	of	of	ADP
ajeer-202	113	21	a	a	DET
ajeer-202	113	22	variable	variable	NOUN
ajeer-202	113	23	exceeded	exceed	VERB
ajeer-202	113	24	8	8	NUM
ajeer-202	113	25	(	(	PUNCT
ajeer-202	113	26	greene	greene	PROPN
ajeer-202	113	27	,	,	PUNCT
ajeer-202	113	28	2002	2002	NUM
ajeer-202	113	29	)	)	PUNCT
ajeer-202	113	30	.	.	PUNCT
ajeer-202	114	1	in	in	ADP
ajeer-202	114	2	addition	addition	NOUN
ajeer-202	114	3	a	a	DET
ajeer-202	114	4	bruesch	bruesch	NOUN
ajeer-202	114	5	-	-	PUNCT
ajeer-202	114	6	pagan/	pagan/	NUM
ajeer-202	114	7	cook	cook	NOUN
ajeer-202	114	8	-	-	PUNCT
ajeer-202	114	9	weisberge	weisberge	NOUN
ajeer-202	114	10	test	test	NOUN
ajeer-202	114	11	for	for	ADP
ajeer-202	114	12	heteroskedasticity	heteroskedasticity	NOUN
ajeer-202	114	13	which	which	PRON
ajeer-202	114	14	indicated	indicate	VERB
ajeer-202	114	15	a	a	DET
ajeer-202	114	16	2	2	PROPN
ajeer-202	114	17	(	(	PUNCT
ajeer-202	114	18	chi2	chi2	NOUN
ajeer-202	114	19	)	)	PUNCT
ajeer-202	114	20	of	of	ADP
ajeer-202	114	21	64.51	64.51	NUM
ajeer-202	114	22	and	and	CCONJ
ajeer-202	114	23	prob	prob	NOUN
ajeer-202	114	24	>	>	X
ajeer-202	114	25	2	2	NUM
ajeer-202	114	26	of	of	ADP
ajeer-202	114	27	0.8633	0.8633	NUM
ajeer-202	114	28	indicating	indicate	VERB
ajeer-202	114	29	that	that	SCONJ
ajeer-202	114	30	heteroskedasticity	heteroskedasticity	NOUN
ajeer-202	114	31	was	be	AUX
ajeer-202	114	32	not	not	PART
ajeer-202	114	33	a	a	DET
ajeer-202	114	34	problem	problem	NOUN
ajeer-202	114	35	.	.	PUNCT
ajeer-202	115	1	a	a	DET
ajeer-202	115	2	skewness	skewness	NOUN
ajeer-202	115	3	and	and	CCONJ
ajeer-202	115	4	kurtosis	kurtosis	VERB
ajeer-202	115	5	test	test	NOUN
ajeer-202	115	6	of	of	ADP
ajeer-202	115	7	normality	normality	NOUN
ajeer-202	115	8	was	be	AUX
ajeer-202	115	9	carried	carry	VERB
ajeer-202	115	10	out	out	ADP
ajeer-202	115	11	to	to	PART
ajeer-202	115	12	test	test	VERB
ajeer-202	115	13	whether	whether	SCONJ
ajeer-202	115	14	the	the	DET
ajeer-202	115	15	data	datum	NOUN
ajeer-202	115	16	was	be	AUX
ajeer-202	115	17	normally	normally	ADV
ajeer-202	115	18	distributed	distribute	VERB
ajeer-202	115	19	.	.	PUNCT
ajeer-202	116	1	greene	greene	PROPN
ajeer-202	116	2	(	(	PUNCT
ajeer-202	116	3	2002	2002	NUM
ajeer-202	116	4	)	)	PUNCT
ajeer-202	116	5	argues	argue	VERB
ajeer-202	116	6	that	that	SCONJ
ajeer-202	116	7	if	if	SCONJ
ajeer-202	116	8	a	a	DET
ajeer-202	116	9	distribution	distribution	NOUN
ajeer-202	116	10	has	have	AUX
ajeer-202	116	11	kurtosis	kurtosis	VERB
ajeer-202	116	12	values	value	NOUN
ajeer-202	116	13	close	close	ADJ
ajeer-202	116	14	to	to	ADP
ajeer-202	116	15	zero	zero	NUM
ajeer-202	116	16	,	,	PUNCT
ajeer-202	116	17	and	and	CCONJ
ajeer-202	116	18	then	then	ADV
ajeer-202	116	19	it	it	PRON
ajeer-202	116	20	is	be	AUX
ajeer-202	116	21	likely	likely	ADJ
ajeer-202	116	22	to	to	PART
ajeer-202	116	23	be	be	AUX
ajeer-202	116	24	normally	normally	ADV
ajeer-202	116	25	distributed	distribute	VERB
ajeer-202	116	26	.	.	PUNCT
ajeer-202	117	1	the	the	DET
ajeer-202	117	2	overall	overall	ADJ
ajeer-202	117	3	model	model	NOUN
ajeer-202	117	4	had	have	VERB
ajeer-202	117	5	a	a	DET
ajeer-202	117	6	kurtosis	kurtosis	NOUN
ajeer-202	117	7	probability	probability	NOUN
ajeer-202	117	8	of	of	ADP
ajeer-202	117	9	0.0000	0.0000	NUM
ajeer-202	117	10	meaning	meaning	NOUN
ajeer-202	117	11	in	in	ADP
ajeer-202	117	12	general	general	ADJ
ajeer-202	117	13	the	the	DET
ajeer-202	117	14	assumption	assumption	NOUN
ajeer-202	117	15	of	of	ADP
ajeer-202	117	16	normal	normal	ADJ
ajeer-202	117	17	distribution	distribution	NOUN
ajeer-202	117	18	was	be	AUX
ajeer-202	117	19	not	not	PART
ajeer-202	117	20	violated	violate	VERB
ajeer-202	117	21	.	.	PUNCT
ajeer-202	118	1	to	to	PART
ajeer-202	118	2	test	test	VERB
ajeer-202	118	3	for	for	ADP
ajeer-202	118	4	goodness	goodness	NOUN
ajeer-202	118	5	of	of	ADP
ajeer-202	118	6	fit	fit	ADJ
ajeer-202	118	7	maximum	maximum	ADJ
ajeer-202	118	8	likelihood	likelihood	NOUN
ajeer-202	118	9	r	r	NOUN
ajeer-202	118	10	2	2	NUM
ajeer-202	118	11	was	be	AUX
ajeer-202	118	12	0.646	0.646	NUM
ajeer-202	118	13	indicating	indicate	VERB
ajeer-202	118	14	that	that	SCONJ
ajeer-202	118	15	the	the	DET
ajeer-202	118	16	model	model	NOUN
ajeer-202	118	17	fits	fit	VERB
ajeer-202	118	18	well	well	ADV
ajeer-202	118	19	.	.	PUNCT
ajeer-202	119	1	further	far	ADV
ajeer-202	119	2	,	,	PUNCT
ajeer-202	119	3	the	the	DET
ajeer-202	119	4	probability	probability	NOUN
ajeer-202	119	5	of	of	ADP
ajeer-202	119	6	pearson	pearson	PROPN
ajeer-202	119	7	2	2	PROPN
ajeer-202	119	8	(	(	PUNCT
ajeer-202	119	9	chi2	chi2	PROPN
ajeer-202	119	10	)	)	PUNCT
ajeer-202	119	11	of	of	ADP
ajeer-202	119	12	0.738	0.738	NUM
ajeer-202	119	13	and	and	CCONJ
ajeer-202	119	14	that	that	PRON
ajeer-202	119	15	of	of	ADP
ajeer-202	119	16	deviance	deviance	NOUN
ajeer-202	119	17	2	2	NUM
ajeer-202	119	18	of	of	ADP
ajeer-202	119	19	1.000	1.000	NUM
ajeer-202	119	20	confirmed	confirm	VERB
ajeer-202	119	21	the	the	DET
ajeer-202	119	22	model	model	NOUN
ajeer-202	119	23	fits	fit	VERB
ajeer-202	119	24	the	the	DET
ajeer-202	119	25	data	datum	NOUN
ajeer-202	119	26	well	well	ADV
ajeer-202	119	27	.	.	PUNCT
ajeer-202	120	1	4	4	X
ajeer-202	120	2	.	.	NOUN
ajeer-202	120	3	results	result	NOUN
ajeer-202	120	4	and	and	CCONJ
ajeer-202	120	5	discussion	discussion	NOUN
ajeer-202	120	6	out	out	ADP
ajeer-202	120	7	of	of	ADP
ajeer-202	120	8	the	the	DET
ajeer-202	120	9	13	13	NUM
ajeer-202	120	10	variables	variable	NOUN
ajeer-202	120	11	hypothesized	hypothesize	VERB
ajeer-202	120	12	to	to	PART
ajeer-202	120	13	influence	influence	VERB
ajeer-202	120	14	market	market	NOUN
ajeer-202	120	15	choice	choice	NOUN
ajeer-202	120	16	,	,	PUNCT
ajeer-202	120	17	11	11	NUM
ajeer-202	120	18	variables	variable	NOUN
ajeer-202	120	19	were	be	AUX
ajeer-202	120	20	found	find	VERB
ajeer-202	120	21	to	to	PART
ajeer-202	120	22	be	be	AUX
ajeer-202	120	23	significant	significant	ADJ
ajeer-202	120	24	.	.	PUNCT
ajeer-202	121	1	table	table	NOUN
ajeer-202	121	2	1	1	NUM
ajeer-202	121	3	presents	present	VERB
ajeer-202	121	4	the	the	DET
ajeer-202	121	5	mnl	mnl	NOUN
ajeer-202	121	6	results	result	NOUN
ajeer-202	121	7	for	for	ADP
ajeer-202	121	8	the	the	DET
ajeer-202	121	9	hypothesized	hypothesized	ADJ
ajeer-202	121	10	variables	variable	NOUN
ajeer-202	121	11	.	.	PUNCT
ajeer-202	122	1	asian	asian	ADJ
ajeer-202	122	2	journal	journal	PROPN
ajeer-202	122	3	of	of	ADP
ajeer-202	122	4	economics	economic	NOUN
ajeer-202	122	5	and	and	CCONJ
ajeer-202	122	6	empirical	empirical	ADJ
ajeer-202	122	7	research	research	NOUN
ajeer-202	122	8	,	,	PUNCT
ajeer-202	122	9	2015	2015	NUM
ajeer-202	122	10	,	,	PUNCT
ajeer-202	122	11	2(2):83	2(2):83	NUM
ajeer-202	122	12	-	-	SYM
ajeer-202	122	13	90	90	NUM
ajeer-202	122	14	87	87	NUM
ajeer-202	122	15	table-1	table-1	NUM
ajeer-202	122	16	.	.	PUNCT
ajeer-202	123	1	multinomial	multinomial	ADJ
ajeer-202	123	2	logistic	logistic	ADJ
ajeer-202	123	3	regression	regression	NOUN
ajeer-202	123	4	result	result	NOUN
ajeer-202	123	5	for	for	ADP
ajeer-202	123	6	determinants	determinant	NOUN
ajeer-202	123	7	of	of	ADP
ajeer-202	123	8	milk	milk	NOUN
ajeer-202	123	9	market	market	NOUN
ajeer-202	123	10	choice	choice	NOUN
ajeer-202	123	11	number	number	NOUN
ajeer-202	123	12	of	of	ADP
ajeer-202	123	13	observations	observation	NOUN
ajeer-202	123	14	=	=	SYM
ajeer-202	123	15	288	288	NUM
ajeer-202	123	16	;	;	PUNCT
ajeer-202	123	17	log	log	NOUN
ajeer-202	123	18	likelihood	likelihood	NOUN
ajeer-202	123	19	=	=	PUNCT
ajeer-202	123	20	85.17	85.17	NUM
ajeer-202	123	21	;	;	PUNCT
ajeer-202	123	22	prob	prob	NOUN
ajeer-202	123	23	>	>	X
ajeer-202	123	24	chi	chi	PROPN
ajeer-202	123	25	=	=	PUNCT
ajeer-202	123	26	0.000	0.000	NUM
ajeer-202	123	27	market	market	NOUN
ajeer-202	123	28	channel	channel	NOUN
ajeer-202	123	29	choice	choice	NOUN
ajeer-202	123	30	1	1	NUM
ajeer-202	123	31	.	.	PUNCT
ajeer-202	123	32	farm	farm	NOUN
ajeer-202	123	33	gate	gate	NOUN
ajeer-202	123	34	2	2	NUM
ajeer-202	123	35	.	.	PUNCT
ajeer-202	124	1	middlemen	middleman	NOUN
ajeer-202	124	2	3	3	NUM
ajeer-202	124	3	.	.	NOUN
ajeer-202	124	4	own	own	ADJ
ajeer-202	124	5	distribution	distribution	NOUN
ajeer-202	124	6	variables	variable	NOUN
ajeer-202	124	7	dy	dy	PROPN
ajeer-202	124	8	/	/	SYM
ajeer-202	124	9	dx	dx	PROPN
ajeer-202	124	10	std.err	std.err	NOUN
ajeer-202	124	11	.	.	PUNCT
ajeer-202	125	1	p	p	X
ajeer-202	125	2	-	-	PUNCT
ajeer-202	125	3	value	value	NOUN
ajeer-202	125	4	dy	dy	NOUN
ajeer-202	125	5	/	/	SYM
ajeer-202	125	6	dx	dx	PROPN
ajeer-202	125	7	std.err	std.err	NOUN
ajeer-202	125	8	.	.	PUNCT
ajeer-202	126	1	p	p	X
ajeer-202	126	2	-	-	PUNCT
ajeer-202	126	3	value	value	NOUN
ajeer-202	126	4	dy	dy	NOUN
ajeer-202	126	5	/	/	SYM
ajeer-202	126	6	dx	dx	PROPN
ajeer-202	126	7	std.err	std.err	NOUN
ajeer-202	126	8	.	.	PUNCT
ajeer-202	127	1	p	p	X
ajeer-202	127	2	-	-	PUNCT
ajeer-202	127	3	value	value	NOUN
ajeer-202	127	4	gender	gender	NOUN
ajeer-202	127	5	0.016	0.016	NUM
ajeer-202	127	6	0.849	0.849	NUM
ajeer-202	127	7	0.985	0.985	NUM
ajeer-202	127	8	-0.084	-0.084	PUNCT
ajeer-202	127	9	0.709	0.709	NUM
ajeer-202	127	10	0.906	0.906	NUM
ajeer-202	127	11	-1.842	-1.842	PUNCT
ajeer-202	127	12	1.804	1.804	NUM
ajeer-202	127	13	0.996	0.996	NUM
ajeer-202	127	14	education	education	NOUN
ajeer-202	127	15	0.34	0.34	NUM
ajeer-202	127	16	0.376	0.376	NUM
ajeer-202	127	17	0.367	0.367	NUM
ajeer-202	127	18	-0.834	-0.834	NUM
ajeer-202	127	19	0.412	0.412	NUM
ajeer-202	127	20	0.043	0.043	NUM
ajeer-202	127	21	*	*	PUNCT
ajeer-202	127	22	*	*	PUNCT
ajeer-202	128	1	-0.152	-0.152	NOUN
ajeer-202	128	2	0.9	0.9	NUM
ajeer-202	128	3	0.548	0.548	NUM
ajeer-202	128	4	age	age	NOUN
ajeer-202	128	5	-0.176	-0.176	NOUN
ajeer-202	128	6	0.421	0.421	NUM
ajeer-202	128	7	0.677	0.677	NUM
ajeer-202	128	8	0.452	0.452	NUM
ajeer-202	128	9	0.39	0.39	NUM
ajeer-202	128	10	0.246	0.246	NUM
ajeer-202	128	11	0.933	0.933	NUM
ajeer-202	128	12	1.742	1.742	NUM
ajeer-202	128	13	0.277	0.277	NUM
ajeer-202	128	14	no	no	NOUN
ajeer-202	128	15	.	.	PUNCT
ajeer-202	128	16	of	of	ADP
ajeer-202	128	17	dairy	dairy	NOUN
ajeer-202	128	18	cows	cow	NOUN
ajeer-202	128	19	-1.788	-1.788	NOUN
ajeer-202	128	20	0.813	0.813	NUM
ajeer-202	128	21	0.028	0.028	NUM
ajeer-202	128	22	*	*	NOUN
ajeer-202	128	23	*	*	PUNCT
ajeer-202	128	24	-0.941	-0.941	PUNCT
ajeer-202	128	25	0.486	0.486	NUM
ajeer-202	128	26	0.053	0.053	NUM
ajeer-202	128	27	*	*	PUNCT
ajeer-202	128	28	*	*	PUNCT
ajeer-202	128	29	-0.072	-0.072	NUM
ajeer-202	128	30	0.427	0.427	NUM
ajeer-202	128	31	0.866	0.866	NUM
ajeer-202	128	32	milk	milk	NOUN
ajeer-202	128	33	output	output	NOUN
ajeer-202	128	34	/	/	SYM
ajeer-202	128	35	cow	cow	NOUN
ajeer-202	128	36	0.756	0.756	NUM
ajeer-202	128	37	0.71	0.71	NUM
ajeer-202	128	38	0.287	0.287	NUM
ajeer-202	128	39	-0.067	-0.067	NUM
ajeer-202	128	40	0.486	0.486	NUM
ajeer-202	128	41	0.089	0.089	NUM
ajeer-202	128	42	*	*	PUNCT
ajeer-202	128	43	12.889	12.889	NUM
ajeer-202	128	44	0.893	0.893	NUM
ajeer-202	128	45	0.994	0.994	NUM
ajeer-202	128	46	%	%	NOUN
ajeer-202	128	47	milk	milk	NOUN
ajeer-202	128	48	sales	sale	NOUN
ajeer-202	128	49	-1.134	-1.134	NUM
ajeer-202	128	50	0.867	0.867	NUM
ajeer-202	128	51	0.191	0.191	NUM
ajeer-202	128	52	1.285	1.285	NUM
ajeer-202	128	53	0.808	0.808	NUM
ajeer-202	128	54	0.112	0.112	NUM
ajeer-202	128	55	9.763	9.763	NUM
ajeer-202	128	56	0.386	0.386	NUM
ajeer-202	128	57	0.996	0.996	NUM
ajeer-202	128	58	training	train	VERB
ajeer-202	128	59	1.49	1.49	NUM
ajeer-202	128	60	0.827	0.827	NUM
ajeer-202	128	61	0.142	0.142	NUM
ajeer-202	128	62	-3.57	-3.57	NUM
ajeer-202	128	63	1.657	1.657	NUM
ajeer-202	128	64	0.528	0.528	NUM
ajeer-202	128	65	0.214	0.214	NUM
ajeer-202	128	66	1.72	1.72	NUM
ajeer-202	128	67	0.099	0.099	NUM
ajeer-202	128	68	*	*	PUNCT
ajeer-202	128	69	milk	milk	NOUN
ajeer-202	128	70	output	output	NOUN
ajeer-202	128	71	-0.03	-0.03	NUM
ajeer-202	128	72	0.017	0.017	NUM
ajeer-202	128	73	0.063	0.063	NUM
ajeer-202	128	74	*	*	PUNCT
ajeer-202	128	75	-0.011	-0.011	X
ajeer-202	128	76	0.013	0.013	NUM
ajeer-202	128	77	0.392	0.392	NUM
ajeer-202	128	78	0.027	0.027	NUM
ajeer-202	128	79	0.03	0.03	NUM
ajeer-202	128	80	0.361	0.361	NUM
ajeer-202	128	81	information	information	NOUN
ajeer-202	128	82	access	access	NOUN
ajeer-202	128	83	-2.847	-2.847	PUNCT
ajeer-202	128	84	2.037	2.037	NUM
ajeer-202	128	85	0.294	0.294	NUM
ajeer-202	128	86	-3.044	-3.044	X
ajeer-202	128	87	1.728	1.728	NUM
ajeer-202	128	88	0.595	0.595	NUM
ajeer-202	128	89	1.03	1.03	NUM
ajeer-202	128	90	0.987	0.987	NUM
ajeer-202	128	91	0.092	0.092	NUM
ajeer-202	128	92	*	*	PUNCT
ajeer-202	128	93	land	land	NOUN
ajeer-202	128	94	size	size	NOUN
ajeer-202	128	95	0.388	0.388	NUM
ajeer-202	128	96	2.005	2.005	NUM
ajeer-202	128	97	0.073	0.073	NUM
ajeer-202	128	98	*	*	PUNCT
ajeer-202	128	99	-0.878	-0.878	NUM
ajeer-202	128	100	5.876	5.876	NUM
ajeer-202	128	101	0.881	0.881	NUM
ajeer-202	128	102	21.715	21.715	NUM
ajeer-202	128	103	0.659	0.659	NUM
ajeer-202	128	104	0.998	0.998	NUM
ajeer-202	128	105	transaction	transaction	NOUN
ajeer-202	128	106	cost	cost	VERB
ajeer-202	128	107	0.14	0.14	NUM
ajeer-202	128	108	0.531	0.531	NUM
ajeer-202	128	109	0.044	0.044	NUM
ajeer-202	128	110	*	*	PUNCT
ajeer-202	128	111	*	*	PROPN
ajeer-202	128	112	0.001	0.001	NUM
ajeer-202	128	113	0.000	0.000	NUM
ajeer-202	128	114	0.412	0.412	NUM
ajeer-202	128	115	0.001	0.001	NUM
ajeer-202	128	116	0.000	0.000	NUM
ajeer-202	128	117	0.448	0.448	NUM
ajeer-202	128	118	vertical	vertical	ADJ
ajeer-202	128	119	integration	integration	NOUN
ajeer-202	128	120	-0.034	-0.034	PUNCT
ajeer-202	128	121	0.735	0.735	NUM
ajeer-202	128	122	0.672	0.672	NUM
ajeer-202	128	123	-0.246	-0.246	NOUN
ajeer-202	128	124	0.487	0.487	NUM
ajeer-202	128	125	0.759	0.759	NUM
ajeer-202	128	126	0.163	0.163	NUM
ajeer-202	128	127	0.021	0.021	NUM
ajeer-202	128	128	0.051	0.051	NUM
ajeer-202	128	129	*	*	PUNCT
ajeer-202	128	130	*	*	PUNCT
ajeer-202	128	131	horizontal	horizontal	ADJ
ajeer-202	128	132	integration	integration	NOUN
ajeer-202	128	133	-0.128	-0.128	PUNCT
ajeer-202	128	134	0.736	0.736	NUM
ajeer-202	128	135	0.037	0.037	NUM
ajeer-202	128	136	*	*	NOUN
ajeer-202	128	137	*	*	NOUN
ajeer-202	128	138	-0.361	-0.361	PUNCT
ajeer-202	128	139	0.023	0.023	NUM
ajeer-202	128	140	0.167	0.167	NUM
ajeer-202	128	141	0.773	0.773	NUM
ajeer-202	128	142	0.004	0.004	NUM
ajeer-202	128	143	0.218	0.218	NUM
ajeer-202	128	144	source	source	NOUN
ajeer-202	128	145	:	:	PUNCT
ajeer-202	128	146	author	author	NOUN
ajeer-202	128	147	,	,	PUNCT
ajeer-202	128	148	2014	2014	NUM
ajeer-202	128	149	;	;	PUNCT
ajeer-202	128	150	base	base	NOUN
ajeer-202	128	151	category	category	NOUN
ajeer-202	128	152	is	be	AUX
ajeer-202	128	153	the	the	DET
ajeer-202	128	154	cooperative	cooperative	NOUN
ajeer-202	128	155	;	;	PUNCT
ajeer-202	128	156	asterisks	asterisk	NOUN
ajeer-202	128	157	denote	denote	VERB
ajeer-202	128	158	the	the	DET
ajeer-202	128	159	level	level	NOUN
ajeer-202	128	160	of	of	ADP
ajeer-202	128	161	significance	significance	NOUN
ajeer-202	128	162	*	*	PUNCT
ajeer-202	129	1	=	=	SYM
ajeer-202	129	2	10	10	NUM
ajeer-202	129	3	%	%	NOUN
ajeer-202	129	4	,	,	PUNCT
ajeer-202	129	5	*	*	PUNCT
ajeer-202	129	6	*	*	PUNCT
ajeer-202	129	7	5	5	NUM
ajeer-202	129	8	%	%	NOUN
ajeer-202	129	9	while	while	NOUN
ajeer-202	129	10	*	*	NOUN
ajeer-202	129	11	*	*	PUNCT
ajeer-202	129	12	*	*	PUNCT
ajeer-202	129	13	is	be	AUX
ajeer-202	129	14	1	1	NUM
ajeer-202	129	15	%	%	NOUN
ajeer-202	129	16	.	.	PUNCT
ajeer-202	130	1	education	education	NOUN
ajeer-202	130	2	level	level	NOUN
ajeer-202	130	3	of	of	ADP
ajeer-202	130	4	the	the	DET
ajeer-202	130	5	household	household	NOUN
ajeer-202	130	6	head	head	NOUN
ajeer-202	130	7	was	be	AUX
ajeer-202	130	8	negatively	negatively	ADV
ajeer-202	130	9	related	relate	VERB
ajeer-202	130	10	to	to	ADP
ajeer-202	130	11	a	a	DET
ajeer-202	130	12	household	household	NOUN
ajeer-202	130	13	choice	choice	NOUN
ajeer-202	130	14	of	of	ADP
ajeer-202	130	15	middlemen	middleman	NOUN
ajeer-202	130	16	over	over	ADP
ajeer-202	130	17	cooperative	cooperative	ADJ
ajeer-202	130	18	in	in	ADP
ajeer-202	130	19	dairy	dairy	NOUN
ajeer-202	130	20	marketing	marketing	NOUN
ajeer-202	130	21	at	at	ADP
ajeer-202	130	22	5	5	NUM
ajeer-202	130	23	percent	percent	NOUN
ajeer-202	130	24	significance	significance	NOUN
ajeer-202	130	25	level	level	NOUN
ajeer-202	130	26	.	.	PUNCT
ajeer-202	131	1	the	the	PRON
ajeer-202	131	2	more	more	ADV
ajeer-202	131	3	the	the	DET
ajeer-202	131	4	educated	educate	VERB
ajeer-202	131	5	a	a	DET
ajeer-202	131	6	household	household	NOUN
ajeer-202	131	7	head	head	NOUN
ajeer-202	131	8	is	be	AUX
ajeer-202	131	9	,	,	PUNCT
ajeer-202	131	10	the	the	PRON
ajeer-202	131	11	lower	low	ADJ
ajeer-202	131	12	the	the	DET
ajeer-202	131	13	likelihood	likelihood	NOUN
ajeer-202	131	14	for	for	SCONJ
ajeer-202	131	15	that	that	DET
ajeer-202	131	16	household	household	NOUN
ajeer-202	131	17	to	to	PART
ajeer-202	131	18	use	use	VERB
ajeer-202	131	19	middlemen	middleman	NOUN
ajeer-202	131	20	.	.	PUNCT
ajeer-202	132	1	it	it	PRON
ajeer-202	132	2	therefore	therefore	ADV
ajeer-202	132	3	means	mean	VERB
ajeer-202	132	4	that	that	SCONJ
ajeer-202	132	5	households	household	NOUN
ajeer-202	132	6	with	with	ADP
ajeer-202	132	7	more	more	ADV
ajeer-202	132	8	educated	educated	ADJ
ajeer-202	132	9	household	household	NOUN
ajeer-202	132	10	heads	head	NOUN
ajeer-202	132	11	are	be	AUX
ajeer-202	132	12	more	more	ADV
ajeer-202	132	13	likely	likely	ADJ
ajeer-202	132	14	to	to	PART
ajeer-202	132	15	sell	sell	VERB
ajeer-202	132	16	their	their	PRON
ajeer-202	132	17	milk	milk	NOUN
ajeer-202	132	18	through	through	ADP
ajeer-202	132	19	dairy	dairy	NOUN
ajeer-202	132	20	cooperatives	cooperative	NOUN
ajeer-202	132	21	than	than	ADP
ajeer-202	132	22	through	through	ADP
ajeer-202	132	23	the	the	DET
ajeer-202	132	24	middlemen	middleman	NOUN
ajeer-202	132	25	(	(	PUNCT
ajeer-202	132	26	alene	alene	PROPN
ajeer-202	132	27	et	et	PROPN
ajeer-202	132	28	al	al	PROPN
ajeer-202	132	29	.	.	PROPN
ajeer-202	132	30	,	,	PUNCT
ajeer-202	132	31	2008	2008	NUM
ajeer-202	132	32	)	)	PUNCT
ajeer-202	132	33	.	.	PUNCT
ajeer-202	133	1	the	the	DET
ajeer-202	133	2	size	size	NOUN
ajeer-202	133	3	of	of	ADP
ajeer-202	133	4	the	the	DET
ajeer-202	133	5	farm	farm	NOUN
ajeer-202	133	6	possessed	possess	VERB
ajeer-202	133	7	by	by	ADP
ajeer-202	133	8	a	a	DET
ajeer-202	133	9	household	household	NOUN
ajeer-202	133	10	was	be	AUX
ajeer-202	133	11	positively	positively	ADV
ajeer-202	133	12	related	relate	VERB
ajeer-202	133	13	to	to	ADP
ajeer-202	133	14	choice	choice	NOUN
ajeer-202	133	15	of	of	ADP
ajeer-202	133	16	farm	farm	NOUN
ajeer-202	133	17	gate	gate	PROPN
ajeer-202	133	18	market	market	NOUN
ajeer-202	133	19	channel	channel	NOUN
ajeer-202	133	20	over	over	ADP
ajeer-202	133	21	through	through	ADP
ajeer-202	133	22	cooperatives	cooperative	NOUN
ajeer-202	133	23	at	at	ADP
ajeer-202	133	24	10	10	NUM
ajeer-202	133	25	percent	percent	NOUN
ajeer-202	133	26	level	level	NOUN
ajeer-202	133	27	of	of	ADP
ajeer-202	133	28	significance	significance	NOUN
ajeer-202	133	29	.	.	PUNCT
ajeer-202	134	1	as	as	ADP
ajeer-202	134	2	the	the	DET
ajeer-202	134	3	land	land	NOUN
ajeer-202	134	4	size	size	NOUN
ajeer-202	134	5	owned	own	VERB
ajeer-202	134	6	by	by	ADP
ajeer-202	134	7	household	household	NOUN
ajeer-202	134	8	increases	increase	NOUN
ajeer-202	134	9	by	by	ADP
ajeer-202	134	10	one	one	NUM
ajeer-202	134	11	acre	acre	NOUN
ajeer-202	134	12	,	,	PUNCT
ajeer-202	134	13	the	the	DET
ajeer-202	134	14	likelihood	likelihood	NOUN
ajeer-202	134	15	of	of	ADP
ajeer-202	134	16	that	that	DET
ajeer-202	134	17	household	household	NOUN
ajeer-202	134	18	selling	sell	VERB
ajeer-202	134	19	its	its	PRON
ajeer-202	134	20	milk	milk	NOUN
ajeer-202	134	21	through	through	ADP
ajeer-202	134	22	farm	farm	NOUN
ajeer-202	134	23	gate	gate	NOUN
ajeer-202	134	24	over	over	ADP
ajeer-202	134	25	through	through	ADP
ajeer-202	134	26	dairy	dairy	NOUN
ajeer-202	134	27	cooperatives	cooperative	NOUN
ajeer-202	134	28	increases	increase	VERB
ajeer-202	134	29	by	by	ADP
ajeer-202	134	30	3.4	3.4	NUM
ajeer-202	134	31	percent	percent	NOUN
ajeer-202	134	32	.	.	PUNCT
ajeer-202	135	1	farmers	farmer	NOUN
ajeer-202	135	2	who	who	PRON
ajeer-202	135	3	had	have	VERB
ajeer-202	135	4	large	large	ADJ
ajeer-202	135	5	farm	farm	NOUN
ajeer-202	135	6	size	size	NOUN
ajeer-202	135	7	were	be	AUX
ajeer-202	135	8	less	less	ADV
ajeer-202	135	9	likely	likely	ADJ
ajeer-202	135	10	to	to	PART
ajeer-202	135	11	sell	sell	VERB
ajeer-202	135	12	their	their	PRON
ajeer-202	135	13	milk	milk	NOUN
ajeer-202	135	14	through	through	ADP
ajeer-202	135	15	cooperatives	cooperative	NOUN
ajeer-202	135	16	as	as	SCONJ
ajeer-202	135	17	compared	compare	VERB
ajeer-202	135	18	to	to	ADP
ajeer-202	135	19	the	the	DET
ajeer-202	135	20	farmers	farmer	NOUN
ajeer-202	135	21	with	with	ADP
ajeer-202	135	22	small	small	ADJ
ajeer-202	135	23	farm	farm	NOUN
ajeer-202	135	24	sizes	size	NOUN
ajeer-202	135	25	.	.	PUNCT
ajeer-202	136	1	the	the	DET
ajeer-202	136	2	results	result	NOUN
ajeer-202	136	3	found	find	VERB
ajeer-202	136	4	a	a	DET
ajeer-202	136	5	negative	negative	ADJ
ajeer-202	136	6	relationship	relationship	NOUN
ajeer-202	136	7	between	between	ADP
ajeer-202	136	8	the	the	DET
ajeer-202	136	9	number	number	NOUN
ajeer-202	136	10	of	of	ADP
ajeer-202	136	11	cows	cow	NOUN
ajeer-202	136	12	a	a	DET
ajeer-202	136	13	household	household	NOUN
ajeer-202	136	14	owned	own	VERB
ajeer-202	136	15	and	and	CCONJ
ajeer-202	136	16	choice	choice	NOUN
ajeer-202	136	17	of	of	ADP
ajeer-202	136	18	farm	farm	NOUN
ajeer-202	136	19	gate	gate	NOUN
ajeer-202	136	20	and	and	CCONJ
ajeer-202	136	21	through	through	ADP
ajeer-202	136	22	middlemen	middleman	NOUN
ajeer-202	136	23	market	market	NOUN
ajeer-202	136	24	channels	channel	NOUN
ajeer-202	136	25	at	at	ADP
ajeer-202	136	26	5	5	NUM
ajeer-202	136	27	percent	percent	NOUN
ajeer-202	136	28	significance	significance	NOUN
ajeer-202	136	29	level	level	NOUN
ajeer-202	136	30	.	.	PUNCT
ajeer-202	137	1	a	a	DET
ajeer-202	137	2	unit	unit	NOUN
ajeer-202	137	3	increase	increase	NOUN
ajeer-202	137	4	in	in	ADP
ajeer-202	137	5	the	the	DET
ajeer-202	137	6	number	number	NOUN
ajeer-202	137	7	of	of	ADP
ajeer-202	137	8	milking	milking	NOUN
ajeer-202	137	9	cows	cow	NOUN
ajeer-202	137	10	owned	own	VERB
ajeer-202	137	11	by	by	ADP
ajeer-202	137	12	a	a	DET
ajeer-202	137	13	household	household	NOUN
ajeer-202	137	14	reduced	reduce	VERB
ajeer-202	137	15	the	the	DET
ajeer-202	137	16	probability	probability	NOUN
ajeer-202	137	17	of	of	ADP
ajeer-202	137	18	using	use	VERB
ajeer-202	137	19	farm	farm	NOUN
ajeer-202	137	20	gate	gate	PROPN
ajeer-202	137	21	market	market	NOUN
ajeer-202	137	22	channel	channel	NOUN
ajeer-202	137	23	as	as	SCONJ
ajeer-202	137	24	compared	compare	VERB
ajeer-202	137	25	to	to	ADP
ajeer-202	137	26	using	use	VERB
ajeer-202	137	27	cooperatives	cooperative	NOUN
ajeer-202	137	28	for	for	ADP
ajeer-202	137	29	its	its	PRON
ajeer-202	137	30	milk	milk	NOUN
ajeer-202	137	31	by	by	ADP
ajeer-202	137	32	1.7	1.7	NUM
ajeer-202	137	33	percent	percent	NOUN
ajeer-202	137	34	.	.	PUNCT
ajeer-202	138	1	likewise	likewise	ADV
ajeer-202	138	2	,	,	PUNCT
ajeer-202	138	3	a	a	DET
ajeer-202	138	4	unit	unit	NOUN
ajeer-202	138	5	increase	increase	NOUN
ajeer-202	138	6	in	in	ADP
ajeer-202	138	7	the	the	DET
ajeer-202	138	8	number	number	NOUN
ajeer-202	138	9	of	of	ADP
ajeer-202	138	10	milking	milking	NOUN
ajeer-202	138	11	cows	cow	NOUN
ajeer-202	138	12	owned	own	VERB
ajeer-202	138	13	by	by	ADP
ajeer-202	138	14	a	a	DET
ajeer-202	138	15	household	household	NOUN
ajeer-202	138	16	by	by	ADP
ajeer-202	138	17	one	one	NUM
ajeer-202	138	18	unit	unit	NOUN
ajeer-202	138	19	reduced	reduce	VERB
ajeer-202	138	20	the	the	DET
ajeer-202	138	21	likelihood	likelihood	NOUN
ajeer-202	138	22	of	of	ADP
ajeer-202	138	23	that	that	DET
ajeer-202	138	24	household	household	NOUN
ajeer-202	138	25	using	use	VERB
ajeer-202	138	26	middlemen	middleman	NOUN
ajeer-202	138	27	market	market	NOUN
ajeer-202	138	28	channel	channel	NOUN
ajeer-202	138	29	over	over	ADP
ajeer-202	138	30	cooperative	cooperative	NOUN
ajeer-202	138	31	by	by	ADP
ajeer-202	138	32	0.94	0.94	NUM
ajeer-202	138	33	units	unit	NOUN
ajeer-202	138	34	.	.	PUNCT
ajeer-202	139	1	other	other	ADJ
ajeer-202	139	2	studies	study	NOUN
ajeer-202	139	3	have	have	AUX
ajeer-202	139	4	reported	report	VERB
ajeer-202	139	5	herd	herd	ADJ
ajeer-202	139	6	size	size	NOUN
ajeer-202	139	7	being	be	AUX
ajeer-202	139	8	a	a	DET
ajeer-202	139	9	significant	significant	ADJ
ajeer-202	139	10	determinant	determinant	ADJ
ajeer-202	139	11	in	in	ADP
ajeer-202	139	12	market	market	NOUN
ajeer-202	139	13	channel	channel	NOUN
ajeer-202	139	14	participation	participation	NOUN
ajeer-202	139	15	for	for	ADP
ajeer-202	139	16	modern	modern	ADJ
ajeer-202	139	17	market	market	NOUN
ajeer-202	139	18	channels	channel	NOUN
ajeer-202	139	19	(	(	PUNCT
ajeer-202	139	20	tsourgiannis	tsourgianni	NOUN
ajeer-202	139	21	et	et	PROPN
ajeer-202	139	22	al	al	PROPN
ajeer-202	139	23	.	.	PROPN
ajeer-202	139	24	,	,	PUNCT
ajeer-202	139	25	2008	2008	NUM
ajeer-202	139	26	)	)	PUNCT
ajeer-202	139	27	.	.	PUNCT
ajeer-202	140	1	as	as	ADP
ajeer-202	140	2	the	the	DET
ajeer-202	140	3	herd	herd	NOUN
ajeer-202	140	4	size	size	NOUN
ajeer-202	140	5	increases	increase	NOUN
ajeer-202	140	6	,	,	PUNCT
ajeer-202	140	7	farmers	farmer	NOUN
ajeer-202	140	8	’	'	PUNCT
ajeer-202	140	9	shift	shift	NOUN
ajeer-202	140	10	to	to	ADP
ajeer-202	140	11	more	more	ADV
ajeer-202	140	12	organized	organize	VERB
ajeer-202	140	13	dairy	dairy	NOUN
ajeer-202	140	14	channels	channel	NOUN
ajeer-202	140	15	hence	hence	ADV
ajeer-202	140	16	the	the	DET
ajeer-202	140	17	negative	negative	ADJ
ajeer-202	140	18	relationship	relationship	NOUN
ajeer-202	140	19	with	with	ADP
ajeer-202	140	20	farm	farm	NOUN
ajeer-202	140	21	gate	gate	NOUN
ajeer-202	140	22	and	and	CCONJ
ajeer-202	140	23	middlemen	middleman	NOUN
ajeer-202	140	24	which	which	PRON
ajeer-202	140	25	could	could	AUX
ajeer-202	140	26	be	be	AUX
ajeer-202	140	27	argued	argue	VERB
ajeer-202	140	28	to	to	PART
ajeer-202	140	29	be	be	AUX
ajeer-202	140	30	less	less	ADV
ajeer-202	140	31	organized	organized	ADJ
ajeer-202	140	32	.	.	PUNCT
ajeer-202	141	1	large	large	ADJ
ajeer-202	141	2	producers	producer	NOUN
ajeer-202	141	3	are	be	AUX
ajeer-202	141	4	likely	likely	ADJ
ajeer-202	141	5	to	to	PART
ajeer-202	141	6	get	get	VERB
ajeer-202	141	7	price	price	NOUN
ajeer-202	141	8	incentives	incentive	NOUN
ajeer-202	141	9	or	or	CCONJ
ajeer-202	141	10	higher	high	ADJ
ajeer-202	141	11	prices	price	NOUN
ajeer-202	141	12	for	for	ADP
ajeer-202	141	13	their	their	PRON
ajeer-202	141	14	milk	milk	NOUN
ajeer-202	141	15	because	because	SCONJ
ajeer-202	141	16	of	of	ADP
ajeer-202	141	17	high	high	ADJ
ajeer-202	141	18	bargaining	bargaining	NOUN
ajeer-202	141	19	power	power	NOUN
ajeer-202	141	20	as	as	ADV
ajeer-202	141	21	well	well	ADV
ajeer-202	141	22	as	as	ADP
ajeer-202	141	23	lower	low	ADJ
ajeer-202	141	24	transaction	transaction	NOUN
ajeer-202	141	25	costs	cost	NOUN
ajeer-202	141	26	which	which	PRON
ajeer-202	141	27	could	could	AUX
ajeer-202	141	28	be	be	AUX
ajeer-202	141	29	achieved	achieve	VERB
ajeer-202	141	30	in	in	ADP
ajeer-202	141	31	more	more	ADJ
ajeer-202	141	32	organized	organize	VERB
ajeer-202	141	33	market	market	NOUN
ajeer-202	141	34	channels	channel	NOUN
ajeer-202	141	35	like	like	ADP
ajeer-202	141	36	cooperative	cooperative	ADJ
ajeer-202	141	37	societies	society	NOUN
ajeer-202	141	38	.	.	PUNCT
ajeer-202	142	1	in	in	ADP
ajeer-202	142	2	addition	addition	NOUN
ajeer-202	142	3	,	,	PUNCT
ajeer-202	142	4	the	the	DET
ajeer-202	142	5	number	number	NOUN
ajeer-202	142	6	of	of	ADP
ajeer-202	142	7	animals	animal	NOUN
ajeer-202	142	8	kept	keep	VERB
ajeer-202	142	9	by	by	ADP
ajeer-202	142	10	the	the	DET
ajeer-202	142	11	farmer	farmer	NOUN
ajeer-202	142	12	determines	determine	VERB
ajeer-202	142	13	the	the	DET
ajeer-202	142	14	total	total	ADJ
ajeer-202	142	15	production	production	NOUN
ajeer-202	142	16	costs	cost	NOUN
ajeer-202	142	17	and	and	CCONJ
ajeer-202	142	18	therefore	therefore	ADV
ajeer-202	142	19	influencing	influence	VERB
ajeer-202	142	20	the	the	DET
ajeer-202	142	21	amount	amount	NOUN
ajeer-202	142	22	of	of	ADP
ajeer-202	142	23	working	work	VERB
ajeer-202	142	24	capital	capital	NOUN
ajeer-202	142	25	needed	need	VERB
ajeer-202	142	26	on	on	ADP
ajeer-202	142	27	the	the	DET
ajeer-202	142	28	farm	farm	NOUN
ajeer-202	142	29	forcing	force	VERB
ajeer-202	142	30	farmers	farmer	NOUN
ajeer-202	142	31	with	with	ADP
ajeer-202	142	32	a	a	DET
ajeer-202	142	33	large	large	ADJ
ajeer-202	142	34	herd	herd	NOUN
ajeer-202	142	35	size	size	NOUN
ajeer-202	142	36	to	to	PART
ajeer-202	142	37	prefer	prefer	VERB
ajeer-202	142	38	supplying	supply	VERB
ajeer-202	142	39	their	their	PRON
ajeer-202	142	40	milk	milk	NOUN
ajeer-202	142	41	to	to	ADP
ajeer-202	142	42	channels	channel	NOUN
ajeer-202	142	43	that	that	PRON
ajeer-202	142	44	handle	handle	VERB
ajeer-202	142	45	big	big	ADJ
ajeer-202	142	46	volumes	volume	NOUN
ajeer-202	142	47	and	and	CCONJ
ajeer-202	142	48	pay	pay	VERB
ajeer-202	142	49	the	the	DET
ajeer-202	142	50	whole	whole	ADJ
ajeer-202	142	51	lump	lump	NOUN
ajeer-202	142	52	sum	sum	NOUN
ajeer-202	142	53	milk	milk	NOUN
ajeer-202	142	54	revenues	revenue	NOUN
ajeer-202	142	55	for	for	ADP
ajeer-202	142	56	continuity	continuity	NOUN
ajeer-202	142	57	running	running	NOUN
ajeer-202	142	58	of	of	ADP
ajeer-202	142	59	their	their	PRON
ajeer-202	142	60	dairy	dairy	NOUN
ajeer-202	142	61	operations	operation	NOUN
ajeer-202	142	62	.	.	PUNCT
ajeer-202	143	1	however	however	ADV
ajeer-202	143	2	these	these	DET
ajeer-202	143	3	results	result	NOUN
ajeer-202	143	4	are	be	AUX
ajeer-202	143	5	contrary	contrary	ADJ
ajeer-202	143	6	to	to	PART
ajeer-202	143	7	vijay	vijay	VERB
ajeer-202	143	8	et	et	PROPN
ajeer-202	143	9	al	al	PROPN
ajeer-202	143	10	.	.	PROPN
ajeer-202	144	1	(	(	PUNCT
ajeer-202	144	2	2009	2009	NUM
ajeer-202	144	3	)	)	PUNCT
ajeer-202	144	4	work	work	NOUN
ajeer-202	144	5	who	who	PRON
ajeer-202	144	6	noted	note	VERB
ajeer-202	144	7	a	a	DET
ajeer-202	144	8	negative	negative	ADJ
ajeer-202	144	9	relationship	relationship	NOUN
ajeer-202	144	10	between	between	ADP
ajeer-202	144	11	herd	herd	NOUN
ajeer-202	144	12	size	size	NOUN
ajeer-202	144	13	and	and	CCONJ
ajeer-202	144	14	choice	choice	NOUN
ajeer-202	144	15	of	of	ADP
ajeer-202	144	16	cooperative	cooperative	ADJ
ajeer-202	144	17	marketing	marketing	NOUN
ajeer-202	144	18	channel	channel	NOUN
ajeer-202	144	19	among	among	ADP
ajeer-202	144	20	dairy	dairy	NOUN
ajeer-202	144	21	farmers	farmer	NOUN
ajeer-202	144	22	.	.	PUNCT
ajeer-202	145	1	this	this	PRON
ajeer-202	145	2	could	could	AUX
ajeer-202	145	3	be	be	AUX
ajeer-202	145	4	likely	likely	ADJ
ajeer-202	145	5	a	a	DET
ajeer-202	145	6	case	case	NOUN
ajeer-202	145	7	where	where	SCONJ
ajeer-202	145	8	farmers	farmer	NOUN
ajeer-202	145	9	in	in	ADP
ajeer-202	145	10	cooperatives	cooperative	NOUN
ajeer-202	145	11	receive	receive	VERB
ajeer-202	145	12	the	the	DET
ajeer-202	145	13	same	same	ADJ
ajeer-202	145	14	price	price	NOUN
ajeer-202	145	15	like	like	ADP
ajeer-202	145	16	in	in	ADP
ajeer-202	145	17	other	other	ADJ
ajeer-202	145	18	channels	channel	NOUN
ajeer-202	145	19	and	and	CCONJ
ajeer-202	145	20	in	in	ADP
ajeer-202	145	21	situations	situation	NOUN
ajeer-202	145	22	where	where	SCONJ
ajeer-202	145	23	there	there	PRON
ajeer-202	145	24	is	be	VERB
ajeer-202	145	25	no	no	DET
ajeer-202	145	26	price	price	NOUN
ajeer-202	145	27	incentive	incentive	NOUN
ajeer-202	145	28	to	to	ADP
ajeer-202	145	29	farmers	farmer	NOUN
ajeer-202	145	30	irrespective	irrespective	ADV
ajeer-202	145	31	of	of	ADP
ajeer-202	145	32	quantity	quantity	NOUN
ajeer-202	145	33	of	of	ADP
ajeer-202	145	34	milk	milk	NOUN
ajeer-202	145	35	they	they	PRON
ajeer-202	145	36	supply	supply	VERB
ajeer-202	145	37	.	.	PUNCT
ajeer-202	146	1	the	the	DET
ajeer-202	146	2	results	result	NOUN
ajeer-202	146	3	found	find	VERB
ajeer-202	146	4	a	a	DET
ajeer-202	146	5	negative	negative	ADJ
ajeer-202	146	6	relationship	relationship	NOUN
ajeer-202	146	7	between	between	ADP
ajeer-202	146	8	the	the	DET
ajeer-202	146	9	number	number	NOUN
ajeer-202	146	10	of	of	ADP
ajeer-202	146	11	cows	cow	NOUN
ajeer-202	146	12	a	a	DET
ajeer-202	146	13	household	household	NOUN
ajeer-202	146	14	owned	own	VERB
ajeer-202	146	15	and	and	CCONJ
ajeer-202	146	16	choice	choice	NOUN
ajeer-202	146	17	of	of	ADP
ajeer-202	146	18	farm	farm	NOUN
ajeer-202	146	19	gate	gate	NOUN
ajeer-202	146	20	and	and	CCONJ
ajeer-202	146	21	through	through	ADP
ajeer-202	146	22	middlemen	middleman	NOUN
ajeer-202	146	23	market	market	NOUN
ajeer-202	146	24	channels	channel	NOUN
ajeer-202	146	25	at	at	ADP
ajeer-202	146	26	5	5	NUM
ajeer-202	146	27	percent	percent	NOUN
ajeer-202	146	28	significance	significance	NOUN
ajeer-202	146	29	level	level	NOUN
ajeer-202	146	30	.	.	PUNCT
ajeer-202	147	1	a	a	DET
ajeer-202	147	2	unit	unit	NOUN
ajeer-202	147	3	increase	increase	NOUN
ajeer-202	147	4	in	in	ADP
ajeer-202	147	5	the	the	DET
ajeer-202	147	6	number	number	NOUN
ajeer-202	147	7	of	of	ADP
ajeer-202	147	8	milking	milking	NOUN
ajeer-202	147	9	cows	cow	NOUN
ajeer-202	147	10	owned	own	VERB
ajeer-202	147	11	by	by	ADP
ajeer-202	147	12	a	a	DET
ajeer-202	147	13	household	household	NOUN
ajeer-202	147	14	reduced	reduce	VERB
ajeer-202	147	15	the	the	DET
ajeer-202	147	16	probability	probability	NOUN
ajeer-202	147	17	of	of	ADP
ajeer-202	147	18	using	use	VERB
ajeer-202	147	19	farm	farm	NOUN
ajeer-202	147	20	gate	gate	PROPN
ajeer-202	147	21	market	market	NOUN
ajeer-202	147	22	channel	channel	NOUN
ajeer-202	147	23	as	as	SCONJ
ajeer-202	147	24	compared	compare	VERB
ajeer-202	147	25	to	to	ADP
ajeer-202	147	26	using	use	VERB
ajeer-202	147	27	cooperatives	cooperative	NOUN
ajeer-202	147	28	for	for	ADP
ajeer-202	147	29	its	its	PRON
ajeer-202	147	30	milk	milk	NOUN
ajeer-202	147	31	by	by	ADP
ajeer-202	147	32	1.79	1.79	NUM
ajeer-202	147	33	units	unit	NOUN
ajeer-202	147	34	.	.	PUNCT
ajeer-202	148	1	the	the	DET
ajeer-202	148	2	results	result	NOUN
ajeer-202	148	3	concur	concur	VERB
ajeer-202	148	4	with	with	ADP
ajeer-202	148	5	a	a	DET
ajeer-202	148	6	study	study	NOUN
ajeer-202	148	7	of	of	ADP
ajeer-202	148	8	karli	karli	PROPN
ajeer-202	148	9	et	et	PROPN
ajeer-202	148	10	al	al	PROPN
ajeer-202	148	11	.	.	PROPN
ajeer-202	149	1	(	(	PUNCT
ajeer-202	149	2	2006	2006	NUM
ajeer-202	149	3	)	)	PUNCT
ajeer-202	149	4	in	in	ADP
ajeer-202	149	5	the	the	DET
ajeer-202	149	6	south	south	ADJ
ajeer-202	149	7	eastern	eastern	ADJ
ajeer-202	149	8	anatolian	anatolian	ADJ
ajeer-202	149	9	region	region	NOUN
ajeer-202	149	10	of	of	ADP
ajeer-202	149	11	turkey	turkey	NOUN
ajeer-202	149	12	which	which	PRON
ajeer-202	149	13	reported	report	VERB
ajeer-202	149	14	that	that	SCONJ
ajeer-202	149	15	the	the	DET
ajeer-202	149	16	probability	probability	NOUN
ajeer-202	149	17	of	of	ADP
ajeer-202	149	18	the	the	DET
ajeer-202	149	19	membership	membership	NOUN
ajeer-202	149	20	decreases	decrease	VERB
ajeer-202	149	21	with	with	ADP
ajeer-202	149	22	the	the	DET
ajeer-202	149	23	increase	increase	NOUN
ajeer-202	149	24	in	in	ADP
ajeer-202	149	25	the	the	DET
ajeer-202	149	26	farm	farm	NOUN
ajeer-202	149	27	size	size	NOUN
ajeer-202	149	28	.	.	PUNCT
ajeer-202	150	1	these	these	DET
ajeer-202	150	2	results	result	NOUN
ajeer-202	150	3	are	be	AUX
ajeer-202	150	4	also	also	ADV
ajeer-202	150	5	in	in	ADP
ajeer-202	150	6	agreement	agreement	NOUN
ajeer-202	150	7	with	with	ADP
ajeer-202	150	8	that	that	PRON
ajeer-202	150	9	of	of	ADP
ajeer-202	150	10	tursinbek	tursinbek	PROPN
ajeer-202	150	11	and	and	CCONJ
ajeer-202	150	12	karin	karin	PROPN
ajeer-202	150	13	(	(	PUNCT
ajeer-202	150	14	2010	2010	NUM
ajeer-202	150	15	)	)	PUNCT
ajeer-202	150	16	who	who	PRON
ajeer-202	150	17	found	find	VERB
ajeer-202	150	18	that	that	SCONJ
ajeer-202	150	19	farm	farm	NOUN
ajeer-202	150	20	size	size	NOUN
ajeer-202	150	21	has	have	VERB
ajeer-202	150	22	greater	great	ADJ
ajeer-202	150	23	impact	impact	NOUN
ajeer-202	150	24	on	on	ADP
ajeer-202	150	25	farmers	farmer	NOUN
ajeer-202	150	26	’	'	PUNCT
ajeer-202	150	27	decision	decision	NOUN
ajeer-202	150	28	to	to	PART
ajeer-202	150	29	join	join	VERB
ajeer-202	150	30	cooperatives	cooperative	NOUN
ajeer-202	150	31	in	in	ADP
ajeer-202	150	32	zhejiang	zhejiang	PROPN
ajeer-202	150	33	in	in	ADP
ajeer-202	150	34	china	china	PROPN
ajeer-202	150	35	.	.	PUNCT
ajeer-202	151	1	other	other	ADJ
ajeer-202	151	2	studies	study	NOUN
ajeer-202	151	3	such	such	ADJ
ajeer-202	151	4	as	as	ADP
ajeer-202	151	5	mussie	mussie	PROPN
ajeer-202	151	6	et	et	PROPN
ajeer-202	151	7	al	al	PROPN
ajeer-202	151	8	.	.	PROPN
ajeer-202	151	9	(	(	PUNCT
ajeer-202	151	10	2001	2001	NUM
ajeer-202	151	11	)	)	PUNCT
ajeer-202	151	12	and	and	CCONJ
ajeer-202	151	13	gockowski	gockowski	NOUN
ajeer-202	151	14	and	and	CCONJ
ajeer-202	151	15	ndoumbe	ndoumbe	NOUN
ajeer-202	151	16	(	(	PUNCT
ajeer-202	151	17	2004	2004	NUM
ajeer-202	151	18	)	)	PUNCT
ajeer-202	151	19	found	find	VERB
ajeer-202	151	20	a	a	DET
ajeer-202	151	21	negative	negative	ADJ
ajeer-202	151	22	relationship	relationship	NOUN
ajeer-202	151	23	between	between	ADP
ajeer-202	151	24	farm	farm	NOUN
ajeer-202	151	25	size	size	NOUN
ajeer-202	151	26	and	and	CCONJ
ajeer-202	151	27	decision	decision	NOUN
ajeer-202	151	28	to	to	PART
ajeer-202	151	29	join	join	VERB
ajeer-202	151	30	or	or	CCONJ
ajeer-202	151	31	adopt	adopt	VERB
ajeer-202	151	32	farmer	farmer	NOUN
ajeer-202	151	33	based	base	VERB
ajeer-202	151	34	organization	organization	NOUN
ajeer-202	151	35	.	.	PUNCT
ajeer-202	152	1	there	there	PRON
ajeer-202	152	2	was	be	VERB
ajeer-202	152	3	a	a	DET
ajeer-202	152	4	positive	positive	ADJ
ajeer-202	152	5	relationship	relationship	NOUN
ajeer-202	152	6	between	between	ADP
ajeer-202	152	7	choice	choice	NOUN
ajeer-202	152	8	of	of	ADP
ajeer-202	152	9	farm	farm	NOUN
ajeer-202	152	10	gate	gate	PROPN
ajeer-202	152	11	market	market	NOUN
ajeer-202	152	12	channel	channel	NOUN
ajeer-202	152	13	and	and	CCONJ
ajeer-202	152	14	access	access	NOUN
ajeer-202	152	15	to	to	ADP
ajeer-202	152	16	information	information	NOUN
ajeer-202	152	17	.	.	PUNCT
ajeer-202	153	1	actually	actually	ADV
ajeer-202	153	2	,	,	PUNCT
ajeer-202	153	3	access	access	NOUN
ajeer-202	153	4	to	to	ADP
ajeer-202	153	5	information	information	NOUN
ajeer-202	153	6	increased	increase	VERB
ajeer-202	153	7	the	the	DET
ajeer-202	153	8	household	household	NOUN
ajeer-202	153	9	likelihood	likelihood	NOUN
ajeer-202	153	10	of	of	ADP
ajeer-202	153	11	selling	sell	VERB
ajeer-202	153	12	its	its	PRON
ajeer-202	153	13	milk	milk	NOUN
ajeer-202	153	14	through	through	ADP
ajeer-202	153	15	the	the	DET
ajeer-202	153	16	farm	farm	NOUN
ajeer-202	153	17	gate	gate	NOUN
ajeer-202	153	18	over	over	ADP
ajeer-202	153	19	cooperative	cooperative	NOUN
ajeer-202	153	20	by	by	ADP
ajeer-202	153	21	2.5	2.5	NUM
ajeer-202	153	22	percent	percent	NOUN
ajeer-202	153	23	at	at	ADP
ajeer-202	153	24	significance	significance	NOUN
ajeer-202	153	25	level	level	NOUN
ajeer-202	153	26	of	of	ADP
ajeer-202	153	27	10	10	NUM
ajeer-202	153	28	percent	percent	NOUN
ajeer-202	153	29	.	.	PUNCT
ajeer-202	154	1	a	a	DET
ajeer-202	154	2	positive	positive	ADJ
ajeer-202	154	3	relationship	relationship	NOUN
ajeer-202	154	4	existed	exist	VERB
ajeer-202	154	5	between	between	ADP
ajeer-202	154	6	farmers	farmer	NOUN
ajeer-202	154	7	opting	opt	VERB
ajeer-202	154	8	to	to	PART
ajeer-202	154	9	distribute	distribute	VERB
ajeer-202	154	10	their	their	PRON
ajeer-202	154	11	own	own	ADJ
ajeer-202	154	12	milk	milk	NOUN
ajeer-202	154	13	rather	rather	ADV
ajeer-202	154	14	than	than	ADP
ajeer-202	154	15	sell	sell	VERB
ajeer-202	154	16	through	through	ADP
ajeer-202	154	17	the	the	DET
ajeer-202	154	18	cooperatives	cooperative	NOUN
ajeer-202	154	19	and	and	CCONJ
ajeer-202	154	20	access	access	NOUN
ajeer-202	154	21	to	to	ADP
ajeer-202	154	22	market	market	NOUN
ajeer-202	154	23	information	information	NOUN
ajeer-202	154	24	.	.	PUNCT
ajeer-202	155	1	households	household	NOUN
ajeer-202	155	2	that	that	PRON
ajeer-202	155	3	are	be	AUX
ajeer-202	155	4	vertically	vertically	ADV
ajeer-202	155	5	integrated	integrate	VERB
ajeer-202	155	6	were	be	AUX
ajeer-202	155	7	found	find	VERB
ajeer-202	155	8	to	to	PART
ajeer-202	155	9	have	have	VERB
ajeer-202	155	10	a	a	DET
ajeer-202	155	11	16.3	16.3	NUM
ajeer-202	155	12	%	%	NOUN
ajeer-202	155	13	likelihood	likelihood	NOUN
ajeer-202	155	14	of	of	ADP
ajeer-202	155	15	selling	sell	VERB
ajeer-202	155	16	its	its	PRON
ajeer-202	155	17	milk	milk	NOUN
ajeer-202	155	18	and	and	CCONJ
ajeer-202	155	19	milk	milk	NOUN
ajeer-202	155	20	products	product	NOUN
ajeer-202	155	21	through	through	ADP
ajeer-202	155	22	own	own	ADJ
ajeer-202	155	23	distribution	distribution	NOUN
ajeer-202	155	24	as	as	SCONJ
ajeer-202	155	25	compared	compare	VERB
ajeer-202	155	26	to	to	ADP
ajeer-202	155	27	through	through	ADP
ajeer-202	155	28	cooperatives	cooperative	NOUN
ajeer-202	155	29	.	.	PUNCT
ajeer-202	156	1	the	the	DET
ajeer-202	156	2	results	result	NOUN
ajeer-202	156	3	indicated	indicate	VERB
ajeer-202	156	4	a	a	DET
ajeer-202	156	5	positive	positive	ADJ
ajeer-202	156	6	relationship	relationship	NOUN
ajeer-202	156	7	between	between	ADP
ajeer-202	156	8	farmers	farmer	NOUN
ajeer-202	156	9	opting	opt	VERB
ajeer-202	156	10	to	to	PART
ajeer-202	156	11	distribute	distribute	VERB
ajeer-202	156	12	their	their	PRON
ajeer-202	156	13	own	own	ADJ
ajeer-202	156	14	milk	milk	NOUN
ajeer-202	156	15	rather	rather	ADV
ajeer-202	156	16	than	than	ADP
ajeer-202	156	17	sell	sell	VERB
ajeer-202	156	18	through	through	ADP
ajeer-202	156	19	the	the	DET
ajeer-202	156	20	cooperatives	cooperative	NOUN
ajeer-202	156	21	and	and	CCONJ
ajeer-202	156	22	access	access	NOUN
ajeer-202	156	23	to	to	ADP
ajeer-202	156	24	market	market	NOUN
ajeer-202	156	25	information	information	NOUN
ajeer-202	156	26	.	.	PUNCT
ajeer-202	157	1	access	access	NOUN
ajeer-202	157	2	to	to	ADP
ajeer-202	157	3	marketing	marketing	NOUN
ajeer-202	157	4	information	information	NOUN
ajeer-202	157	5	encourages	encourage	VERB
ajeer-202	157	6	farmers	farmer	NOUN
ajeer-202	157	7	to	to	PART
ajeer-202	157	8	venture	venture	VERB
ajeer-202	157	9	into	into	ADP
ajeer-202	157	10	new	new	ADJ
ajeer-202	157	11	innovations	innovation	NOUN
ajeer-202	157	12	.however	.however	PRON
ajeer-202	157	13	,	,	PUNCT
ajeer-202	157	14	it	it	PRON
ajeer-202	157	15	is	be	AUX
ajeer-202	157	16	farmers	farmer	NOUN
ajeer-202	157	17	with	with	ADP
ajeer-202	157	18	higher	high	ADJ
ajeer-202	157	19	level	level	NOUN
ajeer-202	157	20	of	of	ADP
ajeer-202	157	21	education	education	NOUN
ajeer-202	157	22	who	who	PRON
ajeer-202	157	23	have	have	AUX
ajeer-202	157	24	been	be	AUX
ajeer-202	157	25	argued	argue	VERB
ajeer-202	157	26	to	to	PART
ajeer-202	157	27	have	have	VERB
ajeer-202	157	28	superior	superior	ADJ
ajeer-202	157	29	ability	ability	NOUN
ajeer-202	157	30	to	to	PART
ajeer-202	157	31	access	access	VERB
ajeer-202	157	32	and	and	CCONJ
ajeer-202	157	33	understand	understand	VERB
ajeer-202	157	34	information	information	NOUN
ajeer-202	157	35	and	and	CCONJ
ajeer-202	157	36	technology	technology	NOUN
ajeer-202	157	37	therefore	therefore	ADV
ajeer-202	157	38	applying	apply	VERB
ajeer-202	157	39	that	that	DET
ajeer-202	157	40	information	information	NOUN
ajeer-202	157	41	to	to	PART
ajeer-202	157	42	venture	venture	VERB
ajeer-202	157	43	in	in	ADP
ajeer-202	157	44	to	to	ADP
ajeer-202	157	45	new	new	ADJ
ajeer-202	157	46	opportunities	opportunity	NOUN
ajeer-202	157	47	than	than	ADP
ajeer-202	157	48	farmers	farmer	NOUN
ajeer-202	157	49	with	with	ADP
ajeer-202	157	50	lower	low	ADJ
ajeer-202	157	51	education	education	NOUN
ajeer-202	157	52	(	(	PUNCT
ajeer-202	157	53	elzo	elzo	NOUN
ajeer-202	157	54	et	et	PROPN
ajeer-202	157	55	al	al	PROPN
ajeer-202	157	56	.	.	PROPN
ajeer-202	157	57	,	,	PUNCT
ajeer-202	157	58	2010	2010	NUM
ajeer-202	157	59	)	)	PUNCT
ajeer-202	157	60	.	.	PUNCT
ajeer-202	158	1	these	these	DET
ajeer-202	158	2	results	result	NOUN
ajeer-202	158	3	seems	seem	VERB
ajeer-202	158	4	to	to	PART
ajeer-202	158	5	affirm	affirm	VERB
ajeer-202	158	6	the	the	DET
ajeer-202	158	7	notion	notion	NOUN
ajeer-202	158	8	that	that	SCONJ
ajeer-202	158	9	market	market	NOUN
ajeer-202	158	10	information	information	NOUN
ajeer-202	158	11	gotten	get	VERB
ajeer-202	158	12	by	by	ADP
ajeer-202	158	13	the	the	DET
ajeer-202	158	14	farmer	farmer	NOUN
ajeer-202	158	15	about	about	ADP
ajeer-202	158	16	a	a	DET
ajeer-202	158	17	certain	certain	ADJ
ajeer-202	158	18	marketing	marketing	NOUN
ajeer-202	158	19	channel	channel	NOUN
ajeer-202	158	20	increases	increase	VERB
ajeer-202	158	21	a	a	DET
ajeer-202	158	22	farmer	farmer	NOUN
ajeer-202	158	23	willingness	willingness	NOUN
ajeer-202	158	24	to	to	PART
ajeer-202	158	25	participate	participate	VERB
ajeer-202	158	26	in	in	ADP
ajeer-202	158	27	that	that	DET
ajeer-202	158	28	channel	channel	NOUN
ajeer-202	158	29	hence	hence	ADV
ajeer-202	158	30	and	and	CCONJ
ajeer-202	158	31	he	he	PRON
ajeer-202	158	32	is	be	AUX
ajeer-202	158	33	likely	likely	ADJ
ajeer-202	158	34	to	to	PART
ajeer-202	158	35	increase	increase	VERB
ajeer-202	158	36	his	his	PRON
ajeer-202	158	37	output	output	NOUN
ajeer-202	158	38	sales	sale	NOUN
ajeer-202	158	39	through	through	ADP
ajeer-202	158	40	that	that	DET
ajeer-202	158	41	market	market	NOUN
ajeer-202	158	42	channel	channel	NOUN
ajeer-202	158	43	(	(	PUNCT
ajeer-202	158	44	otieno	otieno	PROPN
ajeer-202	158	45	et	et	PROPN
ajeer-202	158	46	al	al	PROPN
ajeer-202	158	47	.	.	PROPN
ajeer-202	158	48	,	,	PUNCT
ajeer-202	158	49	2009	2009	NUM
ajeer-202	158	50	)	)	PUNCT
ajeer-202	158	51	.	.	PUNCT
ajeer-202	159	1	the	the	DET
ajeer-202	159	2	size	size	NOUN
ajeer-202	159	3	of	of	ADP
ajeer-202	159	4	the	the	DET
ajeer-202	159	5	farm	farm	NOUN
ajeer-202	159	6	possessed	possess	VERB
ajeer-202	159	7	by	by	ADP
ajeer-202	159	8	a	a	DET
ajeer-202	159	9	household	household	NOUN
ajeer-202	159	10	was	be	AUX
ajeer-202	159	11	positively	positively	ADV
ajeer-202	159	12	related	relate	VERB
ajeer-202	159	13	to	to	ADP
ajeer-202	159	14	choice	choice	NOUN
ajeer-202	159	15	of	of	ADP
ajeer-202	159	16	farm	farm	NOUN
ajeer-202	159	17	gate	gate	PROPN
ajeer-202	159	18	market	market	NOUN
ajeer-202	159	19	channel	channel	NOUN
ajeer-202	159	20	over	over	ADP
ajeer-202	159	21	through	through	ADP
ajeer-202	159	22	cooperatives	cooperative	NOUN
ajeer-202	159	23	at	at	ADP
ajeer-202	159	24	10	10	NUM
ajeer-202	159	25	percent	percent	NOUN
ajeer-202	159	26	level	level	NOUN
ajeer-202	159	27	of	of	ADP
ajeer-202	159	28	significance	significance	NOUN
ajeer-202	159	29	.	.	PUNCT
ajeer-202	160	1	as	as	SCONJ
ajeer-202	160	2	the	the	DET
ajeer-202	160	3	land	land	NOUN
ajeer-202	160	4	size	size	NOUN
ajeer-202	160	5	owned	own	VERB
ajeer-202	160	6	by	by	ADP
ajeer-202	160	7	household	household	NOUN
ajeer-202	160	8	increases	increase	NOUN
ajeer-202	160	9	by	by	ADP
ajeer-202	160	10	one	one	NUM
ajeer-202	160	11	acre	acre	NOUN
ajeer-202	160	12	,	,	PUNCT
ajeer-202	160	13	asian	asian	ADJ
ajeer-202	160	14	journal	journal	NOUN
ajeer-202	160	15	of	of	ADP
ajeer-202	160	16	economics	economic	NOUN
ajeer-202	160	17	and	and	CCONJ
ajeer-202	160	18	empirical	empirical	ADJ
ajeer-202	160	19	research	research	NOUN
ajeer-202	160	20	,	,	PUNCT
ajeer-202	160	21	2015	2015	NUM
ajeer-202	160	22	,	,	PUNCT
ajeer-202	160	23	2(2):83	2(2):83	NUM
ajeer-202	160	24	-	-	SYM
ajeer-202	160	25	90	90	NUM
ajeer-202	160	26	88	88	NUM
ajeer-202	160	27	the	the	DET
ajeer-202	160	28	likelihood	likelihood	NOUN
ajeer-202	160	29	of	of	ADP
ajeer-202	160	30	that	that	DET
ajeer-202	160	31	household	household	NOUN
ajeer-202	160	32	selling	sell	VERB
ajeer-202	160	33	its	its	PRON
ajeer-202	160	34	milk	milk	NOUN
ajeer-202	160	35	through	through	ADP
ajeer-202	160	36	farm	farm	NOUN
ajeer-202	160	37	gate	gate	NOUN
ajeer-202	160	38	over	over	ADP
ajeer-202	160	39	through	through	ADP
ajeer-202	160	40	dairy	dairy	NOUN
ajeer-202	160	41	cooperatives	cooperative	NOUN
ajeer-202	160	42	increases	increase	VERB
ajeer-202	160	43	by	by	ADP
ajeer-202	160	44	0.39	0.39	NUM
ajeer-202	160	45	units	unit	NOUN
ajeer-202	160	46	.	.	PUNCT
ajeer-202	161	1	these	these	PRON
ajeer-202	161	2	explain	explain	VERB
ajeer-202	161	3	that	that	SCONJ
ajeer-202	161	4	farmers	farmer	NOUN
ajeer-202	161	5	who	who	PRON
ajeer-202	161	6	have	have	VERB
ajeer-202	161	7	large	large	ADJ
ajeer-202	161	8	farm	farm	NOUN
ajeer-202	161	9	size	size	NOUN
ajeer-202	161	10	were	be	AUX
ajeer-202	161	11	less	less	ADV
ajeer-202	161	12	likely	likely	ADJ
ajeer-202	161	13	to	to	PART
ajeer-202	161	14	sell	sell	VERB
ajeer-202	161	15	their	their	PRON
ajeer-202	161	16	milk	milk	NOUN
ajeer-202	161	17	through	through	ADP
ajeer-202	161	18	cooperatives	cooperative	NOUN
ajeer-202	161	19	as	as	SCONJ
ajeer-202	161	20	compared	compare	VERB
ajeer-202	161	21	to	to	ADP
ajeer-202	161	22	the	the	DET
ajeer-202	161	23	farmers	farmer	NOUN
ajeer-202	161	24	with	with	ADP
ajeer-202	161	25	small	small	ADJ
ajeer-202	161	26	farm	farm	NOUN
ajeer-202	161	27	sizes	size	NOUN
ajeer-202	161	28	.	.	PUNCT
ajeer-202	162	1	this	this	PRON
ajeer-202	162	2	could	could	AUX
ajeer-202	162	3	be	be	AUX
ajeer-202	162	4	because	because	SCONJ
ajeer-202	162	5	farmers	farmer	NOUN
ajeer-202	162	6	with	with	ADP
ajeer-202	162	7	small	small	ADJ
ajeer-202	162	8	land	land	NOUN
ajeer-202	162	9	sizes	size	NOUN
ajeer-202	162	10	may	may	AUX
ajeer-202	162	11	wish	wish	VERB
ajeer-202	162	12	to	to	PART
ajeer-202	162	13	benefit	benefit	VERB
ajeer-202	162	14	from	from	ADP
ajeer-202	162	15	cash	cash	NOUN
ajeer-202	162	16	,	,	PUNCT
ajeer-202	162	17	input	input	NOUN
ajeer-202	162	18	subsidies	subsidy	NOUN
ajeer-202	162	19	,	,	PUNCT
ajeer-202	162	20	and	and	CCONJ
ajeer-202	162	21	service	service	NOUN
ajeer-202	162	22	provided	provide	VERB
ajeer-202	162	23	by	by	ADP
ajeer-202	162	24	the	the	DET
ajeer-202	162	25	agricultural	agricultural	ADJ
ajeer-202	162	26	cooperatives	cooperative	NOUN
ajeer-202	162	27	.	.	PUNCT
ajeer-202	163	1	households	household	NOUN
ajeer-202	163	2	with	with	ADP
ajeer-202	163	3	relatively	relatively	ADV
ajeer-202	163	4	smaller	small	ADJ
ajeer-202	163	5	land	land	NOUN
ajeer-202	163	6	holdings	holding	NOUN
ajeer-202	163	7	and	and	CCONJ
ajeer-202	163	8	limited	limited	ADJ
ajeer-202	163	9	access	access	NOUN
ajeer-202	163	10	to	to	ADP
ajeer-202	163	11	grazing	grazing	NOUN
ajeer-202	163	12	land	land	NOUN
ajeer-202	163	13	can	can	AUX
ajeer-202	163	14	substitute	substitute	VERB
ajeer-202	163	15	capital	capital	NOUN
ajeer-202	163	16	for	for	ADP
ajeer-202	163	17	land	land	NOUN
ajeer-202	163	18	to	to	PART
ajeer-202	163	19	produce	produce	VERB
ajeer-202	163	20	as	as	ADV
ajeer-202	163	21	much	much	ADJ
ajeer-202	163	22	or	or	CCONJ
ajeer-202	163	23	even	even	ADV
ajeer-202	163	24	higher	high	ADJ
ajeer-202	163	25	milk	milk	NOUN
ajeer-202	163	26	volumes	volume	NOUN
ajeer-202	163	27	as	as	ADP
ajeer-202	163	28	compared	compare	VERB
ajeer-202	163	29	to	to	ADP
ajeer-202	163	30	those	those	PRON
ajeer-202	163	31	with	with	ADP
ajeer-202	163	32	land	land	NOUN
ajeer-202	163	33	holding	holding	NOUN
ajeer-202	163	34	.	.	PUNCT
ajeer-202	164	1	to	to	PART
ajeer-202	164	2	access	access	VERB
ajeer-202	164	3	such	such	ADJ
ajeer-202	164	4	capital	capital	NOUN
ajeer-202	164	5	,	,	PUNCT
ajeer-202	164	6	such	such	ADJ
ajeer-202	164	7	farmers	farmer	NOUN
ajeer-202	164	8	are	be	AUX
ajeer-202	164	9	likely	likely	ADJ
ajeer-202	164	10	to	to	PART
ajeer-202	164	11	join	join	VERB
ajeer-202	164	12	cooperatives	cooperative	NOUN
ajeer-202	164	13	where	where	SCONJ
ajeer-202	164	14	they	they	PRON
ajeer-202	164	15	are	be	AUX
ajeer-202	164	16	likely	likely	ADJ
ajeer-202	164	17	to	to	PART
ajeer-202	164	18	get	get	VERB
ajeer-202	164	19	input	input	NOUN
ajeer-202	164	20	at	at	ADP
ajeer-202	164	21	subsidized	subsidized	ADJ
ajeer-202	164	22	prices	price	NOUN
ajeer-202	164	23	due	due	ADJ
ajeer-202	164	24	to	to	ADP
ajeer-202	164	25	economies	economy	NOUN
ajeer-202	164	26	of	of	ADP
ajeer-202	164	27	scale	scale	NOUN
ajeer-202	164	28	emanating	emanate	VERB
ajeer-202	164	29	from	from	ADP
ajeer-202	164	30	collective	collective	ADJ
ajeer-202	164	31	action	action	NOUN
ajeer-202	164	32	.	.	PUNCT
ajeer-202	165	1	an	an	DET
ajeer-202	165	2	increase	increase	NOUN
ajeer-202	165	3	in	in	ADP
ajeer-202	165	4	total	total	ADJ
ajeer-202	165	5	household	household	NOUN
ajeer-202	165	6	milk	milk	NOUN
ajeer-202	165	7	output	output	NOUN
ajeer-202	165	8	by	by	ADP
ajeer-202	165	9	10	10	NUM
ajeer-202	165	10	percent	percent	NOUN
ajeer-202	165	11	reduces	reduce	VERB
ajeer-202	165	12	the	the	DET
ajeer-202	165	13	probability	probability	NOUN
ajeer-202	165	14	of	of	ADP
ajeer-202	165	15	that	that	DET
ajeer-202	165	16	household	household	NOUN
ajeer-202	165	17	selling	sell	VERB
ajeer-202	165	18	its	its	PRON
ajeer-202	165	19	milk	milk	NOUN
ajeer-202	165	20	through	through	ADP
ajeer-202	165	21	farm	farm	NOUN
ajeer-202	165	22	gate	gate	NOUN
ajeer-202	165	23	as	as	ADP
ajeer-202	165	24	compared	compare	VERB
ajeer-202	165	25	to	to	ADP
ajeer-202	165	26	through	through	ADP
ajeer-202	165	27	a	a	DET
ajeer-202	165	28	cooperative	cooperative	NOUN
ajeer-202	165	29	by	by	ADP
ajeer-202	165	30	3	3	NUM
ajeer-202	165	31	percent	percent	NOUN
ajeer-202	165	32	.	.	PUNCT
ajeer-202	166	1	these	these	DET
ajeer-202	166	2	results	result	NOUN
ajeer-202	166	3	are	be	AUX
ajeer-202	166	4	consistent	consistent	ADJ
ajeer-202	166	5	with	with	ADP
ajeer-202	166	6	tsourgiannis	tsourgianni	NOUN
ajeer-202	166	7	et	et	PROPN
ajeer-202	166	8	al	al	PROPN
ajeer-202	166	9	.	.	PUNCT
ajeer-202	167	1	(	(	PUNCT
ajeer-202	167	2	2008	2008	NUM
ajeer-202	167	3	)	)	PUNCT
ajeer-202	167	4	study	study	NOUN
ajeer-202	167	5	who	who	PRON
ajeer-202	167	6	reported	report	VERB
ajeer-202	167	7	a	a	DET
ajeer-202	167	8	positively	positively	ADJ
ajeer-202	167	9	relationship	relationship	NOUN
ajeer-202	167	10	between	between	ADP
ajeer-202	167	11	volume	volume	NOUN
ajeer-202	167	12	of	of	ADP
ajeer-202	167	13	milk	milk	NOUN
ajeer-202	167	14	produced	produce	VERB
ajeer-202	167	15	by	by	ADP
ajeer-202	167	16	the	the	DET
ajeer-202	167	17	farmer	farmer	NOUN
ajeer-202	167	18	per	per	ADP
ajeer-202	167	19	day	day	NOUN
ajeer-202	167	20	and	and	CCONJ
ajeer-202	167	21	choice	choice	NOUN
ajeer-202	167	22	of	of	ADP
ajeer-202	167	23	cooperatives	cooperative	NOUN
ajeer-202	167	24	marketing	marketing	NOUN
ajeer-202	167	25	channel	channel	NOUN
ajeer-202	167	26	.	.	PUNCT
ajeer-202	168	1	this	this	PRON
ajeer-202	168	2	could	could	AUX
ajeer-202	168	3	be	be	AUX
ajeer-202	168	4	due	due	ADJ
ajeer-202	168	5	to	to	ADP
ajeer-202	168	6	the	the	DET
ajeer-202	168	7	cost	cost	NOUN
ajeer-202	168	8	reduction	reduction	NOUN
ajeer-202	168	9	on	on	ADP
ajeer-202	168	10	the	the	DET
ajeer-202	168	11	sides	side	NOUN
ajeer-202	168	12	of	of	ADP
ajeer-202	168	13	cooperatives	cooperative	NOUN
ajeer-202	168	14	especially	especially	ADV
ajeer-202	168	15	on	on	ADP
ajeer-202	168	16	transport	transport	NOUN
ajeer-202	168	17	where	where	SCONJ
ajeer-202	168	18	the	the	DET
ajeer-202	168	19	cooperative	cooperative	NOUN
ajeer-202	168	20	collects	collect	VERB
ajeer-202	168	21	milk	milk	NOUN
ajeer-202	168	22	from	from	ADP
ajeer-202	168	23	its	its	PRON
ajeer-202	168	24	members	member	NOUN
ajeer-202	168	25	from	from	ADP
ajeer-202	168	26	collection	collection	NOUN
ajeer-202	168	27	centres	centre	NOUN
ajeer-202	168	28	.	.	PUNCT
ajeer-202	169	1	spatial	spatial	ADJ
ajeer-202	169	2	distribution	distribution	NOUN
ajeer-202	169	3	of	of	ADP
ajeer-202	169	4	small	small	ADJ
ajeer-202	169	5	producers	producer	NOUN
ajeer-202	169	6	will	will	AUX
ajeer-202	169	7	have	have	VERB
ajeer-202	169	8	implications	implication	NOUN
ajeer-202	169	9	of	of	ADP
ajeer-202	169	10	the	the	DET
ajeer-202	169	11	cooperative	cooperative	ADJ
ajeer-202	169	12	society	society	NOUN
ajeer-202	169	13	operating	operating	NOUN
ajeer-202	169	14	costs	cost	NOUN
ajeer-202	169	15	.	.	PUNCT
ajeer-202	170	1	consequently	consequently	ADV
ajeer-202	170	2	,	,	PUNCT
ajeer-202	170	3	the	the	DET
ajeer-202	170	4	quality	quality	NOUN
ajeer-202	170	5	of	of	ADP
ajeer-202	170	6	milk	milk	NOUN
ajeer-202	170	7	produced	produce	VERB
ajeer-202	170	8	by	by	ADP
ajeer-202	170	9	big	big	ADJ
ajeer-202	170	10	farmers	farmer	NOUN
ajeer-202	170	11	having	having	AUX
ajeer-202	170	12	been	be	AUX
ajeer-202	170	13	argued	argue	VERB
ajeer-202	170	14	to	to	PART
ajeer-202	170	15	be	be	AUX
ajeer-202	170	16	of	of	ADP
ajeer-202	170	17	higher	high	ADJ
ajeer-202	170	18	quality	quality	NOUN
ajeer-202	170	19	than	than	ADP
ajeer-202	170	20	small	small	ADJ
ajeer-202	170	21	producers	producer	NOUN
ajeer-202	170	22	since	since	SCONJ
ajeer-202	170	23	big	big	ADJ
ajeer-202	170	24	farmers	farmer	NOUN
ajeer-202	170	25	have	have	VERB
ajeer-202	170	26	access	access	NOUN
ajeer-202	170	27	to	to	ADP
ajeer-202	170	28	veterinary	veterinary	ADJ
ajeer-202	170	29	services	service	NOUN
ajeer-202	170	30	(	(	PUNCT
ajeer-202	170	31	vijay	vijay	NOUN
ajeer-202	170	32	et	et	PROPN
ajeer-202	170	33	al	al	PROPN
ajeer-202	170	34	.	.	PROPN
ajeer-202	170	35	,	,	PUNCT
ajeer-202	170	36	2009	2009	NUM
ajeer-202	170	37	)	)	PUNCT
ajeer-202	170	38	.	.	PUNCT
ajeer-202	171	1	the	the	DET
ajeer-202	171	2	implication	implication	NOUN
ajeer-202	171	3	of	of	ADP
ajeer-202	171	4	these	these	DET
ajeer-202	171	5	results	result	NOUN
ajeer-202	171	6	is	be	AUX
ajeer-202	171	7	that	that	SCONJ
ajeer-202	171	8	dairy	dairy	NOUN
ajeer-202	171	9	farmers	farmer	NOUN
ajeer-202	171	10	who	who	PRON
ajeer-202	171	11	produce	produce	VERB
ajeer-202	171	12	fewer	few	ADJ
ajeer-202	171	13	litres	litre	NOUN
ajeer-202	171	14	of	of	ADP
ajeer-202	171	15	milk	milk	NOUN
ajeer-202	171	16	could	could	AUX
ajeer-202	171	17	simply	simply	ADV
ajeer-202	171	18	sell	sell	VERB
ajeer-202	171	19	to	to	ADP
ajeer-202	171	20	vendors	vendor	NOUN
ajeer-202	171	21	at	at	ADP
ajeer-202	171	22	the	the	DET
ajeer-202	171	23	gate	gate	NOUN
ajeer-202	171	24	to	to	PART
ajeer-202	171	25	avoid	avoid	VERB
ajeer-202	171	26	transport	transport	NOUN
ajeer-202	171	27	costs	cost	NOUN
ajeer-202	171	28	.	.	PUNCT
ajeer-202	172	1	marketing	marketing	NOUN
ajeer-202	172	2	costs	cost	NOUN
ajeer-202	172	3	significantly	significantly	ADV
ajeer-202	172	4	influenced	influence	VERB
ajeer-202	172	5	the	the	DET
ajeer-202	172	6	choice	choice	NOUN
ajeer-202	172	7	of	of	ADP
ajeer-202	172	8	milk	milk	NOUN
ajeer-202	172	9	marketing	marketing	NOUN
ajeer-202	172	10	channel	channel	NOUN
ajeer-202	172	11	at	at	ADP
ajeer-202	172	12	5	5	NUM
ajeer-202	172	13	percent	percent	NOUN
ajeer-202	172	14	level	level	NOUN
ajeer-202	172	15	of	of	ADP
ajeer-202	172	16	significance	significance	NOUN
ajeer-202	172	17	.	.	PUNCT
ajeer-202	173	1	a	a	DET
ajeer-202	173	2	unit	unit	NOUN
ajeer-202	173	3	increase	increase	NOUN
ajeer-202	173	4	in	in	ADP
ajeer-202	173	5	transaction	transaction	NOUN
ajeer-202	173	6	cost	cost	NOUN
ajeer-202	173	7	incurred	incur	VERB
ajeer-202	173	8	by	by	ADP
ajeer-202	173	9	a	a	DET
ajeer-202	173	10	household	household	NOUN
ajeer-202	173	11	increases	increase	VERB
ajeer-202	173	12	the	the	DET
ajeer-202	173	13	likelihood	likelihood	NOUN
ajeer-202	173	14	for	for	ADP
ajeer-202	173	15	such	such	DET
ajeer-202	173	16	a	a	DET
ajeer-202	173	17	household	household	NOUN
ajeer-202	173	18	selling	sell	VERB
ajeer-202	173	19	its	its	PRON
ajeer-202	173	20	milk	milk	NOUN
ajeer-202	173	21	through	through	ADP
ajeer-202	173	22	the	the	DET
ajeer-202	173	23	farm	farm	NOUN
ajeer-202	173	24	gate	gate	NOUN
ajeer-202	173	25	over	over	ADP
ajeer-202	173	26	cooperative	cooperative	ADJ
ajeer-202	173	27	society	society	NOUN
ajeer-202	173	28	by	by	ADP
ajeer-202	173	29	14	14	NUM
ajeer-202	173	30	percent	percent	NOUN
ajeer-202	173	31	.	.	PUNCT
ajeer-202	174	1	the	the	PRON
ajeer-202	174	2	longer	long	ADJ
ajeer-202	174	3	the	the	DET
ajeer-202	174	4	distance	distance	NOUN
ajeer-202	174	5	,	,	PUNCT
ajeer-202	174	6	the	the	PRON
ajeer-202	174	7	higher	high	ADJ
ajeer-202	174	8	the	the	DET
ajeer-202	174	9	transportation	transportation	NOUN
ajeer-202	174	10	costs	cost	NOUN
ajeer-202	174	11	.	.	PUNCT
ajeer-202	175	1	the	the	DET
ajeer-202	175	2	channel	channel	NOUN
ajeer-202	175	3	which	which	PRON
ajeer-202	175	4	is	be	AUX
ajeer-202	175	5	associated	associate	VERB
ajeer-202	175	6	with	with	ADP
ajeer-202	175	7	higher	high	ADJ
ajeer-202	175	8	transport	transport	NOUN
ajeer-202	175	9	costs	cost	NOUN
ajeer-202	175	10	reduces	reduce	VERB
ajeer-202	175	11	farmers	farmer	NOUN
ajeer-202	175	12	’	'	PUNCT
ajeer-202	175	13	gross	gross	ADJ
ajeer-202	175	14	margins	margin	NOUN
ajeer-202	175	15	.	.	PUNCT
ajeer-202	176	1	this	this	DET
ajeer-202	176	2	research	research	NOUN
ajeer-202	176	3	finding	finding	NOUN
ajeer-202	176	4	is	be	AUX
ajeer-202	176	5	consistent	consistent	ADJ
ajeer-202	176	6	with	with	ADP
ajeer-202	176	7	the	the	DET
ajeer-202	176	8	results	result	NOUN
ajeer-202	176	9	of	of	ADP
ajeer-202	176	10	otieno	otieno	NOUN
ajeer-202	176	11	et	et	PROPN
ajeer-202	176	12	al	al	PROPN
ajeer-202	176	13	.	.	PROPN
ajeer-202	177	1	(	(	PUNCT
ajeer-202	177	2	2009	2009	NUM
ajeer-202	177	3	)	)	PUNCT
ajeer-202	177	4	who	who	PRON
ajeer-202	177	5	reported	report	VERB
ajeer-202	177	6	that	that	SCONJ
ajeer-202	177	7	high	high	ADJ
ajeer-202	177	8	transport	transport	NOUN
ajeer-202	177	9	costs	cost	NOUN
ajeer-202	177	10	significantly	significantly	ADV
ajeer-202	177	11	reduced	reduce	VERB
ajeer-202	177	12	the	the	DET
ajeer-202	177	13	percentage	percentage	NOUN
ajeer-202	177	14	of	of	ADP
ajeer-202	177	15	milk	milk	NOUN
ajeer-202	177	16	supplied	supply	VERB
ajeer-202	177	17	to	to	ADP
ajeer-202	177	18	the	the	DET
ajeer-202	177	19	marketing	marketing	NOUN
ajeer-202	177	20	channel	channel	NOUN
ajeer-202	177	21	because	because	SCONJ
ajeer-202	177	22	they	they	PRON
ajeer-202	177	23	reduced	reduce	VERB
ajeer-202	177	24	farmers	farmer	NOUN
ajeer-202	177	25	’	'	PUNCT
ajeer-202	177	26	gross	gross	ADJ
ajeer-202	177	27	margins	margin	NOUN
ajeer-202	177	28	.	.	PUNCT
ajeer-202	178	1	more	more	ADV
ajeer-202	178	2	so	so	ADV
ajeer-202	178	3	,	,	PUNCT
ajeer-202	178	4	the	the	PRON
ajeer-202	178	5	higher	high	ADJ
ajeer-202	178	6	the	the	DET
ajeer-202	178	7	transaction	transaction	NOUN
ajeer-202	178	8	cost	cost	NOUN
ajeer-202	178	9	incurred	incur	VERB
ajeer-202	178	10	by	by	ADP
ajeer-202	178	11	dairy	dairy	NOUN
ajeer-202	178	12	farmers	farmer	NOUN
ajeer-202	178	13	,	,	PUNCT
ajeer-202	178	14	the	the	PRON
ajeer-202	178	15	less	less	ADJ
ajeer-202	178	16	the	the	DET
ajeer-202	178	17	interest	interest	NOUN
ajeer-202	178	18	of	of	ADP
ajeer-202	178	19	participation	participation	NOUN
ajeer-202	178	20	in	in	ADP
ajeer-202	178	21	the	the	DET
ajeer-202	178	22	channel	channel	NOUN
ajeer-202	178	23	(	(	PUNCT
ajeer-202	178	24	artukoglu	artukoglu	NOUN
ajeer-202	178	25	and	and	CCONJ
ajeer-202	178	26	olun	olun	NOUN
ajeer-202	178	27	,	,	PUNCT
ajeer-202	178	28	2008	2008	NUM
ajeer-202	178	29	)	)	PUNCT
ajeer-202	178	30	.	.	PUNCT
ajeer-202	179	1	these	these	DET
ajeer-202	179	2	results	result	NOUN
ajeer-202	179	3	are	be	AUX
ajeer-202	179	4	contrary	contrary	ADJ
ajeer-202	179	5	to	to	PART
ajeer-202	179	6	manyong	manyong	PROPN
ajeer-202	179	7	et	et	PROPN
ajeer-202	179	8	al	al	PROPN
ajeer-202	179	9	.	.	PROPN
ajeer-202	180	1	(	(	PUNCT
ajeer-202	180	2	2008	2008	NUM
ajeer-202	180	3	)	)	PUNCT
ajeer-202	180	4	who	who	PRON
ajeer-202	180	5	found	find	VERB
ajeer-202	180	6	out	out	ADP
ajeer-202	180	7	that	that	SCONJ
ajeer-202	180	8	institutional	institutional	ADJ
ajeer-202	180	9	innovation	innovation	NOUN
ajeer-202	180	10	such	such	ADJ
ajeer-202	180	11	as	as	ADP
ajeer-202	180	12	group	group	NOUN
ajeer-202	180	13	marketing	marketing	NOUN
ajeer-202	180	14	mitigate	mitigate	VERB
ajeer-202	180	15	the	the	DET
ajeer-202	180	16	costs	cost	NOUN
ajeer-202	180	17	of	of	ADP
ajeer-202	180	18	accessing	access	VERB
ajeer-202	180	19	markets	market	NOUN
ajeer-202	180	20	.	.	PUNCT
ajeer-202	181	1	there	there	PRON
ajeer-202	181	2	was	be	VERB
ajeer-202	181	3	a	a	DET
ajeer-202	181	4	negative	negative	ADJ
ajeer-202	181	5	relationship	relationship	NOUN
ajeer-202	181	6	between	between	ADP
ajeer-202	181	7	the	the	DET
ajeer-202	181	8	level	level	NOUN
ajeer-202	181	9	of	of	ADP
ajeer-202	181	10	education	education	NOUN
ajeer-202	181	11	and	and	CCONJ
ajeer-202	181	12	choice	choice	NOUN
ajeer-202	181	13	of	of	ADP
ajeer-202	181	14	middlemen	middleman	NOUN
ajeer-202	181	15	as	as	ADP
ajeer-202	181	16	compared	compare	VERB
ajeer-202	181	17	to	to	ADP
ajeer-202	181	18	cooperatives	cooperative	NOUN
ajeer-202	181	19	.	.	PUNCT
ajeer-202	182	1	a	a	DET
ajeer-202	182	2	unit	unit	NOUN
ajeer-202	182	3	increase	increase	NOUN
ajeer-202	182	4	in	in	ADP
ajeer-202	182	5	level	level	NOUN
ajeer-202	182	6	of	of	ADP
ajeer-202	182	7	education	education	NOUN
ajeer-202	182	8	by	by	ADP
ajeer-202	182	9	the	the	DET
ajeer-202	182	10	household	household	NOUN
ajeer-202	182	11	head	head	NOUN
ajeer-202	182	12	level	level	NOUN
ajeer-202	182	13	of	of	ADP
ajeer-202	182	14	formal	formal	ADJ
ajeer-202	182	15	education	education	NOUN
ajeer-202	182	16	reduced	reduce	VERB
ajeer-202	182	17	the	the	DET
ajeer-202	182	18	likelihood	likelihood	NOUN
ajeer-202	182	19	of	of	ADP
ajeer-202	182	20	such	such	DET
ajeer-202	182	21	a	a	DET
ajeer-202	182	22	household	household	NOUN
ajeer-202	182	23	to	to	PART
ajeer-202	182	24	sell	sell	VERB
ajeer-202	182	25	through	through	ADP
ajeer-202	182	26	middlemen	middleman	NOUN
ajeer-202	182	27	as	as	SCONJ
ajeer-202	182	28	compared	compare	VERB
ajeer-202	182	29	to	to	ADP
ajeer-202	182	30	through	through	ADP
ajeer-202	182	31	cooperatives	cooperative	NOUN
ajeer-202	182	32	by	by	ADP
ajeer-202	182	33	0.8	0.8	NUM
ajeer-202	182	34	units	unit	NOUN
ajeer-202	182	35	.	.	PUNCT
ajeer-202	183	1	formal	formal	ADJ
ajeer-202	183	2	education	education	NOUN
ajeer-202	183	3	enhances	enhance	VERB
ajeer-202	183	4	managerial	managerial	ADJ
ajeer-202	183	5	competence	competence	NOUN
ajeer-202	183	6	and	and	CCONJ
ajeer-202	183	7	successful	successful	ADJ
ajeer-202	183	8	implementation	implementation	NOUN
ajeer-202	183	9	of	of	ADP
ajeer-202	183	10	improved	improved	ADJ
ajeer-202	183	11	production	production	NOUN
ajeer-202	183	12	,	,	PUNCT
ajeer-202	183	13	processing	processing	NOUN
ajeer-202	183	14	and	and	CCONJ
ajeer-202	183	15	marketing	marketing	NOUN
ajeer-202	183	16	practices	practice	NOUN
ajeer-202	183	17	(	(	PUNCT
ajeer-202	183	18	marenya	marenya	PROPN
ajeer-202	183	19	and	and	CCONJ
ajeer-202	183	20	barrett	barrett	PROPN
ajeer-202	183	21	,	,	PUNCT
ajeer-202	183	22	2009	2009	NUM
ajeer-202	183	23	)	)	PUNCT
ajeer-202	183	24	.	.	PUNCT
ajeer-202	184	1	additionally	additionally	ADV
ajeer-202	184	2	,	,	PUNCT
ajeer-202	184	3	education	education	NOUN
ajeer-202	184	4	has	have	VERB
ajeer-202	184	5	an	an	DET
ajeer-202	184	6	implication	implication	NOUN
ajeer-202	184	7	on	on	ADP
ajeer-202	184	8	the	the	DET
ajeer-202	184	9	ability	ability	NOUN
ajeer-202	184	10	to	to	PART
ajeer-202	184	11	understand	understand	VERB
ajeer-202	184	12	and	and	CCONJ
ajeer-202	184	13	interpret	interpret	VERB
ajeer-202	184	14	extension	extension	NOUN
ajeer-202	184	15	information	information	NOUN
ajeer-202	184	16	received	receive	VERB
ajeer-202	184	17	by	by	ADP
ajeer-202	184	18	an	an	DET
ajeer-202	184	19	individual	individual	NOUN
ajeer-202	184	20	.	.	PUNCT
ajeer-202	185	1	education	education	NOUN
ajeer-202	185	2	levels	level	NOUN
ajeer-202	185	3	affect	affect	VERB
ajeer-202	185	4	market	market	NOUN
ajeer-202	185	5	information	information	NOUN
ajeer-202	185	6	interpretation	interpretation	NOUN
ajeer-202	185	7	and	and	CCONJ
ajeer-202	185	8	hence	hence	ADV
ajeer-202	185	9	,	,	PUNCT
ajeer-202	185	10	market	market	NOUN
ajeer-202	185	11	participation	participation	NOUN
ajeer-202	185	12	level	level	NOUN
ajeer-202	185	13	of	of	ADP
ajeer-202	185	14	farmers	farmer	NOUN
ajeer-202	185	15	(	(	PUNCT
ajeer-202	185	16	jari	jari	PROPN
ajeer-202	185	17	,	,	PUNCT
ajeer-202	185	18	2009	2009	NUM
ajeer-202	185	19	)	)	PUNCT
ajeer-202	185	20	.	.	PUNCT
ajeer-202	186	1	the	the	DET
ajeer-202	186	2	more	more	ADV
ajeer-202	186	3	educated	educate	VERB
ajeer-202	186	4	a	a	DET
ajeer-202	186	5	farmer	farmer	NOUN
ajeer-202	186	6	is	be	AUX
ajeer-202	186	7	the	the	DET
ajeer-202	186	8	more	more	ADJ
ajeer-202	186	9	they	they	PRON
ajeer-202	186	10	are	be	AUX
ajeer-202	186	11	likely	likely	ADJ
ajeer-202	186	12	to	to	PART
ajeer-202	186	13	spend	spend	VERB
ajeer-202	186	14	less	less	ADJ
ajeer-202	186	15	time	time	NOUN
ajeer-202	186	16	doing	do	VERB
ajeer-202	186	17	marketing	marketing	NOUN
ajeer-202	186	18	activities	activity	NOUN
ajeer-202	186	19	hence	hence	ADV
ajeer-202	186	20	would	would	AUX
ajeer-202	186	21	rather	rather	ADV
ajeer-202	186	22	sell	sell	VERB
ajeer-202	186	23	through	through	ADP
ajeer-202	186	24	cooperatives	cooperative	NOUN
ajeer-202	186	25	than	than	ADP
ajeer-202	186	26	middle	middle	ADJ
ajeer-202	186	27	men	man	NOUN
ajeer-202	186	28	.	.	PUNCT
ajeer-202	187	1	a	a	DET
ajeer-202	187	2	negative	negative	ADJ
ajeer-202	187	3	and	and	CCONJ
ajeer-202	187	4	significant	significant	ADJ
ajeer-202	187	5	relationship	relationship	NOUN
ajeer-202	187	6	was	be	AUX
ajeer-202	187	7	found	find	VERB
ajeer-202	187	8	between	between	ADP
ajeer-202	187	9	farm	farm	NOUN
ajeer-202	187	10	gate	gate	PROPN
ajeer-202	187	11	channel	channel	PROPN
ajeer-202	187	12	choice	choice	NOUN
ajeer-202	187	13	and	and	CCONJ
ajeer-202	187	14	the	the	DET
ajeer-202	187	15	amount	amount	NOUN
ajeer-202	187	16	of	of	ADP
ajeer-202	187	17	milk	milk	NOUN
ajeer-202	187	18	produced	produce	VERB
ajeer-202	187	19	per	per	ADP
ajeer-202	187	20	cow	cow	NOUN
ajeer-202	187	21	.	.	PUNCT
ajeer-202	188	1	it	it	PRON
ajeer-202	188	2	was	be	AUX
ajeer-202	188	3	found	find	VERB
ajeer-202	188	4	that	that	SCONJ
ajeer-202	188	5	farmers	farmer	NOUN
ajeer-202	188	6	were	be	AUX
ajeer-202	188	7	3	3	NUM
ajeer-202	188	8	%	%	NOUN
ajeer-202	188	9	less	less	ADV
ajeer-202	188	10	likely	likely	ADJ
ajeer-202	188	11	to	to	PART
ajeer-202	188	12	sell	sell	VERB
ajeer-202	188	13	through	through	ADP
ajeer-202	188	14	farm	farm	NOUN
ajeer-202	188	15	gate	gate	NOUN
ajeer-202	188	16	as	as	SCONJ
ajeer-202	188	17	opposed	oppose	VERB
ajeer-202	188	18	to	to	ADP
ajeer-202	188	19	cooperative	cooperative	ADJ
ajeer-202	188	20	.	.	PUNCT
ajeer-202	189	1	this	this	PRON
ajeer-202	189	2	could	could	AUX
ajeer-202	189	3	be	be	AUX
ajeer-202	189	4	because	because	SCONJ
ajeer-202	189	5	cooperatives	cooperative	NOUN
ajeer-202	189	6	are	be	AUX
ajeer-202	189	7	more	more	ADV
ajeer-202	189	8	likely	likely	ADJ
ajeer-202	189	9	to	to	PART
ajeer-202	189	10	buy	buy	VERB
ajeer-202	189	11	in	in	ADP
ajeer-202	189	12	bulk	bulk	NOUN
ajeer-202	189	13	compared	compare	VERB
ajeer-202	189	14	to	to	ADP
ajeer-202	189	15	small	small	ADJ
ajeer-202	189	16	traders	trader	NOUN
ajeer-202	189	17	who	who	PRON
ajeer-202	189	18	buy	buy	VERB
ajeer-202	189	19	at	at	ADP
ajeer-202	189	20	farm	farm	NOUN
ajeer-202	189	21	gate	gate	NOUN
ajeer-202	189	22	and	and	CCONJ
ajeer-202	189	23	so	so	ADV
ajeer-202	189	24	for	for	ADP
ajeer-202	189	25	farmers	farmer	NOUN
ajeer-202	189	26	that	that	PRON
ajeer-202	189	27	wish	wish	VERB
ajeer-202	189	28	to	to	PART
ajeer-202	189	29	sell	sell	VERB
ajeer-202	189	30	a	a	DET
ajeer-202	189	31	lot	lot	NOUN
ajeer-202	189	32	milk	milk	NOUN
ajeer-202	189	33	might	might	AUX
ajeer-202	189	34	sell	sell	VERB
ajeer-202	189	35	faster	fast	ADV
ajeer-202	189	36	through	through	ADP
ajeer-202	189	37	cooperatives	cooperative	NOUN
ajeer-202	189	38	.	.	PUNCT
ajeer-202	190	1	this	this	DET
ajeer-202	190	2	finding	finding	NOUN
ajeer-202	190	3	is	be	AUX
ajeer-202	190	4	in	in	ADP
ajeer-202	190	5	line	line	NOUN
ajeer-202	190	6	with	with	ADP
ajeer-202	190	7	findings	finding	NOUN
ajeer-202	190	8	of	of	ADP
ajeer-202	190	9	tsourgiannis	tsourgianni	NOUN
ajeer-202	190	10	and	and	CCONJ
ajeer-202	190	11	others	other	NOUN
ajeer-202	190	12	who	who	PRON
ajeer-202	190	13	reported	report	VERB
ajeer-202	190	14	that	that	SCONJ
ajeer-202	190	15	volume	volume	NOUN
ajeer-202	190	16	of	of	ADP
ajeer-202	190	17	milk	milk	NOUN
ajeer-202	190	18	produced	produce	VERB
ajeer-202	190	19	was	be	AUX
ajeer-202	190	20	highly	highly	ADV
ajeer-202	190	21	significant	significant	ADJ
ajeer-202	190	22	in	in	ADP
ajeer-202	190	23	determining	determine	VERB
ajeer-202	190	24	channel	channel	NOUN
ajeer-202	190	25	choice	choice	NOUN
ajeer-202	190	26	and	and	CCONJ
ajeer-202	190	27	that	that	SCONJ
ajeer-202	190	28	farmers	farmer	NOUN
ajeer-202	190	29	who	who	PRON
ajeer-202	190	30	marketed	market	VERB
ajeer-202	190	31	their	their	PRON
ajeer-202	190	32	milk	milk	NOUN
ajeer-202	190	33	to	to	ADP
ajeer-202	190	34	big	big	ADJ
ajeer-202	190	35	national	national	ADJ
ajeer-202	190	36	/	/	SYM
ajeer-202	190	37	regional	regional	ADJ
ajeer-202	190	38	dairy	dairy	NOUN
ajeer-202	190	39	firms	firm	NOUN
ajeer-202	190	40	were	be	AUX
ajeer-202	190	41	large	large	ADJ
ajeer-202	190	42	scale	scale	NOUN
ajeer-202	190	43	farmers	farmer	NOUN
ajeer-202	190	44	in	in	ADP
ajeer-202	190	45	terms	term	NOUN
ajeer-202	190	46	of	of	ADP
ajeer-202	190	47	cultivated	cultivate	VERB
ajeer-202	190	48	land	land	NOUN
ajeer-202	190	49	,	,	PUNCT
ajeer-202	190	50	size	size	NOUN
ajeer-202	190	51	of	of	ADP
ajeer-202	190	52	flock	flock	NOUN
ajeer-202	190	53	,	,	PUNCT
ajeer-202	190	54	volume	volume	NOUN
ajeer-202	190	55	of	of	ADP
ajeer-202	190	56	livestock	livestock	NOUN
ajeer-202	190	57	and	and	CCONJ
ajeer-202	190	58	milk	milk	NOUN
ajeer-202	190	59	production	production	NOUN
ajeer-202	190	60	(	(	PUNCT
ajeer-202	190	61	tsourgiannis	tsourgianni	NOUN
ajeer-202	190	62	et	et	PROPN
ajeer-202	190	63	al	al	PROPN
ajeer-202	190	64	.	.	PROPN
ajeer-202	190	65	,	,	PUNCT
ajeer-202	190	66	2002	2002	NUM
ajeer-202	190	67	)	)	PUNCT
ajeer-202	190	68	households	household	NOUN
ajeer-202	190	69	that	that	PRON
ajeer-202	190	70	are	be	AUX
ajeer-202	190	71	vertically	vertically	ADV
ajeer-202	190	72	integrated	integrate	VERB
ajeer-202	190	73	have	have	VERB
ajeer-202	190	74	a	a	DET
ajeer-202	190	75	16.3	16.3	NUM
ajeer-202	190	76	%	%	NOUN
ajeer-202	190	77	likelihood	likelihood	NOUN
ajeer-202	190	78	of	of	ADP
ajeer-202	190	79	selling	sell	VERB
ajeer-202	190	80	its	its	PRON
ajeer-202	190	81	milk	milk	NOUN
ajeer-202	190	82	and	and	CCONJ
ajeer-202	190	83	milk	milk	NOUN
ajeer-202	190	84	products	product	NOUN
ajeer-202	190	85	through	through	ADP
ajeer-202	190	86	own	own	ADJ
ajeer-202	190	87	distribution	distribution	NOUN
ajeer-202	190	88	as	as	SCONJ
ajeer-202	190	89	compared	compare	VERB
ajeer-202	190	90	to	to	ADP
ajeer-202	190	91	through	through	ADP
ajeer-202	190	92	cooperatives	cooperative	NOUN
ajeer-202	190	93	.	.	PUNCT
ajeer-202	191	1	these	these	DET
ajeer-202	191	2	findings	finding	NOUN
ajeer-202	191	3	were	be	AUX
ajeer-202	191	4	consistent	consistent	ADJ
ajeer-202	191	5	with	with	ADP
ajeer-202	191	6	wambugu	wambugu	PROPN
ajeer-202	191	7	et	et	PROPN
ajeer-202	191	8	al	al	PROPN
ajeer-202	191	9	.	.	PROPN
ajeer-202	192	1	(	(	PUNCT
ajeer-202	192	2	2011	2011	NUM
ajeer-202	192	3	)	)	PUNCT
ajeer-202	192	4	who	who	PRON
ajeer-202	192	5	found	find	VERB
ajeer-202	192	6	out	out	ADP
ajeer-202	192	7	that	that	SCONJ
ajeer-202	192	8	farmers	farmer	NOUN
ajeer-202	192	9	in	in	ADP
ajeer-202	192	10	kenyan	kenyan	PROPN
ajeer-202	192	11	highlands	highland	NOUN
ajeer-202	192	12	were	be	AUX
ajeer-202	192	13	more	more	ADV
ajeer-202	192	14	vertically	vertically	ADV
ajeer-202	192	15	integrated	integrate	VERB
ajeer-202	192	16	in	in	ADP
ajeer-202	192	17	order	order	NOUN
ajeer-202	192	18	to	to	PART
ajeer-202	192	19	receive	receive	VERB
ajeer-202	192	20	a	a	DET
ajeer-202	192	21	number	number	NOUN
ajeer-202	192	22	of	of	ADP
ajeer-202	192	23	benefits	benefit	NOUN
ajeer-202	192	24	including	include	VERB
ajeer-202	192	25	input	input	NOUN
ajeer-202	192	26	supply	supply	NOUN
ajeer-202	192	27	stores	store	NOUN
ajeer-202	192	28	(	(	PUNCT
ajeer-202	192	29	mainly	mainly	ADV
ajeer-202	192	30	feed	feed	NOUN
ajeer-202	192	31	)	)	PUNCT
ajeer-202	192	32	,	,	PUNCT
ajeer-202	192	33	a.i	a.i	PROPN
ajeer-202	192	34	.	.	PROPN
ajeer-202	192	35	and	and	CCONJ
ajeer-202	192	36	credit	credit	NOUN
ajeer-202	192	37	services	service	NOUN
ajeer-202	192	38	.	.	PUNCT
ajeer-202	193	1	5	5	X
ajeer-202	193	2	.	.	X
ajeer-202	193	3	conclusions	conclusion	NOUN
ajeer-202	193	4	and	and	CCONJ
ajeer-202	193	5	recommendations	recommendation	NOUN
ajeer-202	193	6	the	the	DET
ajeer-202	193	7	results	result	NOUN
ajeer-202	193	8	of	of	ADP
ajeer-202	193	9	this	this	DET
ajeer-202	193	10	study	study	NOUN
ajeer-202	193	11	affirm	affirm	NOUN
ajeer-202	193	12	that	that	SCONJ
ajeer-202	193	13	land	land	NOUN
ajeer-202	193	14	size	size	NOUN
ajeer-202	193	15	,	,	PUNCT
ajeer-202	193	16	number	number	NOUN
ajeer-202	193	17	of	of	ADP
ajeer-202	193	18	dairy	dairy	NOUN
ajeer-202	193	19	cows	cow	NOUN
ajeer-202	193	20	owned	own	VERB
ajeer-202	193	21	by	by	ADP
ajeer-202	193	22	a	a	DET
ajeer-202	193	23	household	household	NOUN
ajeer-202	193	24	,	,	PUNCT
ajeer-202	193	25	training	training	NOUN
ajeer-202	193	26	,	,	PUNCT
ajeer-202	193	27	total	total	ADJ
ajeer-202	193	28	milk	milk	NOUN
ajeer-202	193	29	output	output	NOUN
ajeer-202	193	30	,	,	PUNCT
ajeer-202	193	31	access	access	NOUN
ajeer-202	193	32	to	to	ADP
ajeer-202	193	33	market	market	NOUN
ajeer-202	193	34	information	information	NOUN
ajeer-202	193	35	,	,	PUNCT
ajeer-202	193	36	and	and	CCONJ
ajeer-202	193	37	household	household	NOUN
ajeer-202	193	38	head	head	NOUN
ajeer-202	193	39	education	education	NOUN
ajeer-202	193	40	level	level	NOUN
ajeer-202	193	41	significantly	significantly	ADV
ajeer-202	193	42	influence	influence	VERB
ajeer-202	193	43	choice	choice	NOUN
ajeer-202	193	44	of	of	ADP
ajeer-202	193	45	household	household	NOUN
ajeer-202	193	46	dairy	dairy	NOUN
ajeer-202	193	47	market	market	NOUN
ajeer-202	193	48	outlet	outlet	NOUN
ajeer-202	193	49	.	.	PUNCT
ajeer-202	194	1	coordination	coordination	NOUN
ajeer-202	194	2	of	of	ADP
ajeer-202	194	3	farmer	farmer	NOUN
ajeer-202	194	4	associations	association	NOUN
ajeer-202	194	5	in	in	ADP
ajeer-202	194	6	dairy	dairy	NOUN
ajeer-202	194	7	production	production	NOUN
ajeer-202	194	8	confers	confer	NOUN
ajeer-202	194	9	a	a	DET
ajeer-202	194	10	lot	lot	NOUN
ajeer-202	194	11	of	of	ADP
ajeer-202	194	12	benefits	benefit	NOUN
ajeer-202	194	13	to	to	ADP
ajeer-202	194	14	farmers	farmer	NOUN
ajeer-202	194	15	,	,	PUNCT
ajeer-202	194	16	enabling	enable	VERB
ajeer-202	194	17	them	they	PRON
ajeer-202	194	18	to	to	PART
ajeer-202	194	19	produce	produce	VERB
ajeer-202	194	20	profitably	profitably	ADV
ajeer-202	194	21	and	and	CCONJ
ajeer-202	194	22	especially	especially	ADV
ajeer-202	194	23	through	through	ADP
ajeer-202	194	24	collective	collective	ADJ
ajeer-202	194	25	marketing	marketing	NOUN
ajeer-202	194	26	.	.	PUNCT
ajeer-202	195	1	this	this	DET
ajeer-202	195	2	result	result	NOUN
ajeer-202	195	3	was	be	AUX
ajeer-202	195	4	consistent	consistent	ADJ
ajeer-202	195	5	with	with	ADP
ajeer-202	195	6	jenson	jenson	PROPN
ajeer-202	195	7	(	(	PUNCT
ajeer-202	195	8	2010	2010	NUM
ajeer-202	195	9	)	)	PUNCT
ajeer-202	195	10	who	who	PRON
ajeer-202	195	11	found	find	VERB
ajeer-202	195	12	out	out	ADP
ajeer-202	195	13	that	that	DET
ajeer-202	195	14	provision	provision	NOUN
ajeer-202	195	15	of	of	ADP
ajeer-202	195	16	quality	quality	NOUN
ajeer-202	195	17	services	service	NOUN
ajeer-202	195	18	was	be	AUX
ajeer-202	195	19	the	the	DET
ajeer-202	195	20	main	main	ADJ
ajeer-202	195	21	criteria	criterion	NOUN
ajeer-202	195	22	for	for	ADP
ajeer-202	195	23	farmers	farmer	NOUN
ajeer-202	195	24	choosing	choose	VERB
ajeer-202	195	25	between	between	ADP
ajeer-202	195	26	becoming	become	VERB
ajeer-202	195	27	members	member	NOUN
ajeer-202	195	28	or	or	CCONJ
ajeer-202	195	29	non	non	NOUN
ajeer-202	195	30	-	-	NOUN
ajeer-202	195	31	members	member	NOUN
ajeer-202	195	32	in	in	ADP
ajeer-202	195	33	a	a	DET
ajeer-202	195	34	dairy	dairy	NOUN
ajeer-202	195	35	cooperative	cooperative	NOUN
ajeer-202	195	36	.	.	PUNCT
ajeer-202	196	1	bagher	bagher	NOUN
ajeer-202	196	2	(	(	PUNCT
ajeer-202	196	3	2011	2011	NUM
ajeer-202	196	4	)	)	PUNCT
ajeer-202	196	5	using	use	VERB
ajeer-202	196	6	a	a	DET
ajeer-202	196	7	probit	probit	NOUN
ajeer-202	196	8	model	model	NOUN
ajeer-202	196	9	to	to	PART
ajeer-202	196	10	evaluate	evaluate	VERB
ajeer-202	196	11	the	the	DET
ajeer-202	196	12	mechanisms	mechanism	NOUN
ajeer-202	196	13	of	of	ADP
ajeer-202	196	14	attracting	attract	VERB
ajeer-202	196	15	participation	participation	NOUN
ajeer-202	196	16	in	in	ADP
ajeer-202	196	17	the	the	DET
ajeer-202	196	18	cooperative	cooperative	ADJ
ajeer-202	196	19	entities	entity	NOUN
ajeer-202	196	20	,	,	PUNCT
ajeer-202	196	21	found	find	VERB
ajeer-202	196	22	out	out	ADP
ajeer-202	196	23	that	that	PRON
ajeer-202	196	24	supportive	supportive	ADJ
ajeer-202	196	25	policies	policy	NOUN
ajeer-202	196	26	to	to	ADP
ajeer-202	196	27	members	member	NOUN
ajeer-202	196	28	played	play	VERB
ajeer-202	196	29	important	important	ADJ
ajeer-202	196	30	roles	role	NOUN
ajeer-202	196	31	in	in	ADP
ajeer-202	196	32	influencing	influence	VERB
ajeer-202	196	33	decision	decision	NOUN
ajeer-202	196	34	to	to	PART
ajeer-202	196	35	join	join	VERB
ajeer-202	196	36	such	such	ADJ
ajeer-202	196	37	associations	association	NOUN
ajeer-202	196	38	.	.	PUNCT
ajeer-202	197	1	promotion	promotion	NOUN
ajeer-202	197	2	of	of	ADP
ajeer-202	197	3	scientific	scientific	ADJ
ajeer-202	197	4	and	and	CCONJ
ajeer-202	197	5	technical	technical	ADJ
ajeer-202	197	6	assistance	assistance	NOUN
ajeer-202	197	7	among	among	ADP
ajeer-202	197	8	cooperative	cooperative	ADJ
ajeer-202	197	9	members	member	NOUN
ajeer-202	197	10	were	be	AUX
ajeer-202	197	11	also	also	ADV
ajeer-202	197	12	crucial	crucial	ADJ
ajeer-202	197	13	factors	factor	NOUN
ajeer-202	197	14	in	in	ADP
ajeer-202	197	15	explaining	explain	VERB
ajeer-202	197	16	farmers	farmer	NOUN
ajeer-202	197	17	’	'	PUNCT
ajeer-202	197	18	likelihood	likelihood	NOUN
ajeer-202	197	19	to	to	PART
ajeer-202	197	20	join	join	VERB
ajeer-202	197	21	farmer	farmer	NOUN
ajeer-202	197	22	associations	association	NOUN
ajeer-202	197	23	.	.	PUNCT
ajeer-202	198	1	households	household	NOUN
ajeer-202	198	2	which	which	PRON
ajeer-202	198	3	received	receive	VERB
ajeer-202	198	4	training	training	NOUN
ajeer-202	198	5	on	on	ADP
ajeer-202	198	6	agricultural	agricultural	ADJ
ajeer-202	198	7	production	production	NOUN
ajeer-202	198	8	were	be	AUX
ajeer-202	198	9	more	more	ADV
ajeer-202	198	10	likely	likely	ADJ
ajeer-202	198	11	to	to	PART
ajeer-202	198	12	sell	sell	VERB
ajeer-202	198	13	through	through	ADP
ajeer-202	198	14	farm	farm	NOUN
ajeer-202	198	15	gate	gate	NOUN
ajeer-202	198	16	as	as	SCONJ
ajeer-202	198	17	opposed	oppose	VERB
ajeer-202	198	18	to	to	ADP
ajeer-202	198	19	cooperatives	cooperative	NOUN
ajeer-202	198	20	.	.	PUNCT
ajeer-202	199	1	it	it	PRON
ajeer-202	199	2	results	result	VERB
ajeer-202	199	3	affirm	affirm	VERB
ajeer-202	199	4	the	the	DET
ajeer-202	199	5	notion	notion	NOUN
ajeer-202	199	6	that	that	SCONJ
ajeer-202	199	7	extension	extension	NOUN
ajeer-202	199	8	offices	office	NOUN
ajeer-202	199	9	mostly	mostly	ADV
ajeer-202	199	10	targets	target	VERB
ajeer-202	199	11	households	household	NOUN
ajeer-202	199	12	with	with	ADP
ajeer-202	199	13	large	large	ADJ
ajeer-202	199	14	land	land	NOUN
ajeer-202	199	15	holdings	holding	NOUN
ajeer-202	199	16	which	which	PRON
ajeer-202	199	17	was	be	AUX
ajeer-202	199	18	positively	positively	ADV
ajeer-202	199	19	related	relate	VERB
ajeer-202	199	20	with	with	ADP
ajeer-202	199	21	choice	choice	NOUN
ajeer-202	199	22	of	of	ADP
ajeer-202	199	23	farm	farm	NOUN
ajeer-202	199	24	gate	gate	NOUN
ajeer-202	199	25	over	over	ADP
ajeer-202	199	26	cooperatives	cooperative	NOUN
ajeer-202	199	27	.	.	PUNCT
ajeer-202	200	1	households	household	NOUN
ajeer-202	200	2	that	that	PRON
ajeer-202	200	3	were	be	AUX
ajeer-202	200	4	headed	head	VERB
ajeer-202	200	5	by	by	ADP
ajeer-202	200	6	more	more	ADV
ajeer-202	200	7	educated	educate	VERB
ajeer-202	200	8	heads	head	NOUN
ajeer-202	200	9	sold	sell	VERB
ajeer-202	200	10	more	more	ADV
ajeer-202	200	11	through	through	ADP
ajeer-202	200	12	the	the	DET
ajeer-202	200	13	cooperatives	cooperative	NOUN
ajeer-202	200	14	than	than	ADP
ajeer-202	200	15	through	through	ADP
ajeer-202	200	16	the	the	DET
ajeer-202	200	17	middlemen	middleman	NOUN
ajeer-202	200	18	.	.	PUNCT
ajeer-202	201	1	households	household	NOUN
ajeer-202	201	2	producing	produce	VERB
ajeer-202	201	3	more	more	ADJ
ajeer-202	201	4	milk	milk	NOUN
ajeer-202	201	5	volumes	volume	NOUN
ajeer-202	201	6	had	have	VERB
ajeer-202	201	7	a	a	DET
ajeer-202	201	8	higher	high	ADJ
ajeer-202	201	9	likelihood	likelihood	NOUN
ajeer-202	201	10	of	of	ADP
ajeer-202	201	11	selling	sell	VERB
ajeer-202	201	12	through	through	ADP
ajeer-202	201	13	cooperatives	cooperative	NOUN
ajeer-202	201	14	as	as	SCONJ
ajeer-202	201	15	opposed	oppose	VERB
ajeer-202	201	16	to	to	ADP
ajeer-202	201	17	farm	farm	NOUN
ajeer-202	201	18	gate	gate	NOUN
ajeer-202	201	19	marketing	marketing	NOUN
ajeer-202	201	20	option	option	NOUN
ajeer-202	201	21	.	.	PUNCT
ajeer-202	202	1	households	household	NOUN
ajeer-202	202	2	that	that	PRON
ajeer-202	202	3	had	have	VERB
ajeer-202	202	4	up	up	ADP
ajeer-202	202	5	scaled	scale	VERB
ajeer-202	202	6	valued	value	VERB
ajeer-202	202	7	addition	addition	NOUN
ajeer-202	202	8	and	and	CCONJ
ajeer-202	202	9	had	have	VERB
ajeer-202	202	10	access	access	NOUN
ajeer-202	202	11	to	to	ADP
ajeer-202	202	12	information	information	NOUN
ajeer-202	202	13	of	of	ADP
ajeer-202	202	14	market	market	NOUN
ajeer-202	202	15	prices	price	NOUN
ajeer-202	202	16	preferred	prefer	VERB
ajeer-202	202	17	to	to	PART
ajeer-202	202	18	sell	sell	VERB
ajeer-202	202	19	on	on	ADP
ajeer-202	202	20	their	their	PRON
ajeer-202	202	21	own	own	ADJ
ajeer-202	202	22	than	than	SCONJ
ajeer-202	202	23	to	to	PART
ajeer-202	202	24	sell	sell	VERB
ajeer-202	202	25	through	through	ADP
ajeer-202	202	26	the	the	DET
ajeer-202	202	27	dairy	dairy	NOUN
ajeer-202	202	28	cooperatives	cooperative	NOUN
ajeer-202	202	29	.	.	PUNCT
ajeer-202	203	1	it	it	PRON
ajeer-202	203	2	can	can	AUX
ajeer-202	203	3	be	be	AUX
ajeer-202	203	4	concluded	conclude	VERB
ajeer-202	203	5	that	that	SCONJ
ajeer-202	203	6	vertically	vertically	ADV
ajeer-202	203	7	integrated	integrate	VERB
ajeer-202	203	8	households	household	NOUN
ajeer-202	203	9	are	be	AUX
ajeer-202	203	10	likely	likely	ADJ
ajeer-202	203	11	to	to	PART
ajeer-202	203	12	sell	sell	VERB
ajeer-202	203	13	through	through	ADP
ajeer-202	203	14	their	their	PRON
ajeer-202	203	15	own	own	ADJ
ajeer-202	203	16	distribution	distribution	NOUN
ajeer-202	203	17	while	while	SCONJ
ajeer-202	203	18	horizontally	horizontally	ADV
ajeer-202	203	19	integrated	integrate	VERB
ajeer-202	203	20	households	household	NOUN
ajeer-202	203	21	sell	sell	VERB
ajeer-202	203	22	through	through	ADP
ajeer-202	203	23	the	the	DET
ajeer-202	203	24	cooperatives	cooperative	NOUN
ajeer-202	203	25	it	it	PRON
ajeer-202	203	26	is	be	AUX
ajeer-202	203	27	recommended	recommend	VERB
ajeer-202	203	28	that	that	SCONJ
ajeer-202	203	29	smallholder	smallholder	NOUN
ajeer-202	203	30	dairy	dairy	NOUN
ajeer-202	203	31	farmers	farmer	NOUN
ajeer-202	203	32	be	be	AUX
ajeer-202	203	33	profiled	profile	VERB
ajeer-202	203	34	,	,	PUNCT
ajeer-202	203	35	organized	organize	VERB
ajeer-202	203	36	in	in	ADP
ajeer-202	203	37	groups	group	NOUN
ajeer-202	203	38	and	and	CCONJ
ajeer-202	203	39	educated	educate	VERB
ajeer-202	203	40	on	on	ADP
ajeer-202	203	41	the	the	DET
ajeer-202	203	42	most	most	ADV
ajeer-202	203	43	appropriate	appropriate	ADJ
ajeer-202	203	44	marketing	marketing	NOUN
ajeer-202	203	45	channel	channel	NOUN
ajeer-202	203	46	asian	asian	ADJ
ajeer-202	203	47	journal	journal	NOUN
ajeer-202	203	48	of	of	ADP
ajeer-202	203	49	economics	economic	NOUN
ajeer-202	203	50	and	and	CCONJ
ajeer-202	203	51	empirical	empirical	ADJ
ajeer-202	203	52	research	research	NOUN
ajeer-202	203	53	,	,	PUNCT
ajeer-202	203	54	2015	2015	NUM
ajeer-202	203	55	,	,	PUNCT
ajeer-202	203	56	2(2):83	2(2):83	NUM
ajeer-202	203	57	-	-	SYM
ajeer-202	203	58	90	90	NUM
ajeer-202	203	59	89	89	NUM
ajeer-202	203	60	references	reference	NOUN
ajeer-202	203	61	alene	alene	PROPN
ajeer-202	203	62	,	,	PUNCT
ajeer-202	203	63	a.d	a.d	PROPN
ajeer-202	203	64	.	.	PROPN
ajeer-202	203	65	,	,	PUNCT
ajeer-202	203	66	v.m	v.m	PROPN
ajeer-202	203	67	.	.	PROPN
ajeer-202	203	68	manyong	manyong	PROPN
ajeer-202	203	69	,	,	PUNCT
ajeer-202	203	70	g.	g.	PROPN
ajeer-202	203	71	omanya	omanya	PROPN
ajeer-202	203	72	,	,	PUNCT
ajeer-202	203	73	h.d	h.d	PROPN
ajeer-202	203	74	.	.	PROPN
ajeer-202	203	75	mignouma	mignouma	PROPN
ajeer-202	203	76	,	,	PUNCT
ajeer-202	203	77	m.	m.	NOUN
ajeer-202	203	78	bokanga	bokanga	PROPN
ajeer-202	203	79	and	and	CCONJ
ajeer-202	203	80	g.	g.	PROPN
ajeer-202	203	81	odhiambo	odhiambo	PROPN
ajeer-202	203	82	,	,	PUNCT
ajeer-202	203	83	2008	2008	NUM
ajeer-202	203	84	.	.	PUNCT
ajeer-202	204	1	smallholder	smallholder	NOUN
ajeer-202	204	2	market	market	NOUN
ajeer-202	204	3	participation	participation	NOUN
ajeer-202	204	4	under	under	ADP
ajeer-202	204	5	transactions	transaction	NOUN
ajeer-202	204	6	costs	cost	NOUN
ajeer-202	204	7	:	:	PUNCT
ajeer-202	204	8	maize	maize	NOUN
ajeer-202	204	9	supply	supply	NOUN
ajeer-202	204	10	and	and	CCONJ
ajeer-202	204	11	fertilizer	fertilizer	NOUN
ajeer-202	204	12	demand	demand	NOUN
ajeer-202	204	13	in	in	ADP
ajeer-202	204	14	kenya	kenya	PROPN
ajeer-202	204	15	.	.	PUNCT
ajeer-202	205	1	food	food	NOUN
ajeer-202	205	2	policy	policy	NOUN
ajeer-202	205	3	,	,	PUNCT
ajeer-202	205	4	33(4	33(4	NUM
ajeer-202	205	5	):	):	PUNCT
ajeer-202	205	6	318	318	NUM
ajeer-202	205	7	-	-	SYM
ajeer-202	205	8	328	328	NUM
ajeer-202	205	9	.	.	PUNCT
ajeer-202	206	1	artukoglu	artukoglu	PROPN
ajeer-202	206	2	,	,	PUNCT
ajeer-202	206	3	m.	m.	NOUN
ajeer-202	206	4	and	and	CCONJ
ajeer-202	206	5	a.	a.	NOUN
ajeer-202	206	6	olun	olun	PROPN
ajeer-202	206	7	,	,	PUNCT
ajeer-202	206	8	2008	2008	NUM
ajeer-202	206	9	.	.	PUNCT
ajeer-202	207	1	cooperative	cooperative	ADJ
ajeer-202	207	2	tendencies	tendency	NOUN
ajeer-202	207	3	and	and	CCONJ
ajeer-202	207	4	alternative	alternative	ADJ
ajeer-202	207	5	milk	milk	NOUN
ajeer-202	207	6	marketing	marketing	NOUN
ajeer-202	207	7	channels	channel	NOUN
ajeer-202	207	8	of	of	ADP
ajeer-202	207	9	dairy	dairy	NOUN
ajeer-202	207	10	producers	producer	NOUN
ajeer-202	207	11	in	in	ADP
ajeer-202	207	12	turkey	turkey	NOUN
ajeer-202	207	13	.	.	PUNCT
ajeer-202	208	1	a	a	DET
ajeer-202	208	2	case	case	NOUN
ajeer-202	208	3	of	of	ADP
ajeer-202	208	4	meneme	meneme	NOUN
ajeer-202	208	5	.	.	PUNCT
ajeer-202	209	1	agric	agric	PROPN
ajeer-202	209	2	.	.	PUNCT
ajeer-202	210	1	econ	econ	PROPN
ajeer-202	210	2	.	.	PUNCT
ajeer-202	211	1	–	–	PUNCT
ajeer-202	211	2	czech	czech	PROPN
ajeer-202	211	3	,	,	PUNCT
ajeer-202	211	4	54(1	54(1	NUM
ajeer-202	211	5	):	):	PUNCT
ajeer-202	211	6	32–37	32–37	NUM
ajeer-202	211	7	.	.	PUNCT
ajeer-202	211	8	ayuya	ayuya	NOUN
ajeer-202	211	9	,	,	PUNCT
ajeer-202	211	10	o.	o.	PROPN
ajeer-202	211	11	,	,	PUNCT
ajeer-202	211	12	s.	s.	PROPN
ajeer-202	211	13	waluse	waluse	PROPN
ajeer-202	211	14	and	and	CCONJ
ajeer-202	211	15	o.	o.	PROPN
ajeer-202	211	16	gido	gido	PROPN
ajeer-202	211	17	,	,	PUNCT
ajeer-202	211	18	2012	2012	NUM
ajeer-202	211	19	.	.	PUNCT
ajeer-202	212	1	multinomial	multinomial	PROPN
ajeer-202	212	2	logit	logit	PROPN
ajeer-202	212	3	analysis	analysis	NOUN
ajeer-202	212	4	of	of	ADP
ajeer-202	212	5	small	small	ADJ
ajeer-202	212	6	-	-	PUNCT
ajeer-202	212	7	scale	scale	NOUN
ajeer-202	212	8	farmers	farmer	NOUN
ajeer-202	212	9	’	’	PART
ajeer-202	212	10	choice	choice	NOUN
ajeer-202	212	11	of	of	ADP
ajeer-202	212	12	organic	organic	ADJ
ajeer-202	212	13	soil	soil	NOUN
ajeer-202	212	14	management	management	NOUN
ajeer-202	212	15	practices	practice	NOUN
ajeer-202	212	16	in	in	ADP
ajeer-202	212	17	bungoma	bungoma	PROPN
ajeer-202	212	18	county	county	PROPN
ajeer-202	212	19	,	,	PUNCT
ajeer-202	212	20	kenya	kenya	PROPN
ajeer-202	212	21	.	.	PUNCT
ajeer-202	213	1	current	current	ADJ
ajeer-202	213	2	research	research	NOUN
ajeer-202	213	3	journal	journal	NOUN
ajeer-202	213	4	of	of	ADP
ajeer-202	213	5	social	social	ADJ
ajeer-202	213	6	sciences	science	NOUN
ajeer-202	213	7	,	,	PUNCT
ajeer-202	213	8	4(4	4(4	NUM
ajeer-202	213	9	):	):	PUNCT
ajeer-202	213	10	314	314	NUM
ajeer-202	213	11	-	-	SYM
ajeer-202	213	12	322	322	NUM
ajeer-202	213	13	.	.	PUNCT
ajeer-202	213	14	bagher	bagher	NOUN
ajeer-202	213	15	,	,	PUNCT
ajeer-202	213	16	a.	a.	NOUN
ajeer-202	213	17	,	,	PUNCT
ajeer-202	213	18	2011	2011	NUM
ajeer-202	213	19	.	.	PUNCT
ajeer-202	214	1	identifying	identify	VERB
ajeer-202	214	2	the	the	DET
ajeer-202	214	3	factors	factor	NOUN
ajeer-202	214	4	affecting	affect	VERB
ajeer-202	214	5	the	the	DET
ajeer-202	214	6	participation	participation	NOUN
ajeer-202	214	7	of	of	ADP
ajeer-202	214	8	agricultural	agricultural	ADJ
ajeer-202	214	9	cooperatives	cooperative	NOUN
ajeer-202	214	10	.	.	PUNCT
ajeer-202	215	1	members	member	NOUN
ajeer-202	215	2	american	american	PROPN
ajeer-202	215	3	journal	journal	PROPN
ajeer-202	215	4	of	of	ADP
ajeer-202	215	5	agricultural	agricultural	ADJ
ajeer-202	215	6	and	and	CCONJ
ajeer-202	215	7	biological	biological	ADJ
ajeer-202	215	8	sciences	science	NOUN
ajeer-202	215	9	,	,	PUNCT
ajeer-202	215	10	6(4	6(4	NUM
ajeer-202	215	11	):	):	PUNCT
ajeer-202	215	12	560	560	NUM
ajeer-202	215	13	-	-	SYM
ajeer-202	215	14	566	566	NUM
ajeer-202	215	15	.	.	PUNCT
ajeer-202	216	1	dorosh	dorosh	PROPN
ajeer-202	216	2	,	,	PUNCT
ajeer-202	216	3	p.a	p.a	PROPN
ajeer-202	216	4	.	.	PROPN
ajeer-202	216	5	and	and	CCONJ
ajeer-202	216	6	h.	h.	PROPN
ajeer-202	216	7	steven	steven	PROPN
ajeer-202	216	8	,	,	PUNCT
ajeer-202	216	9	2003	2003	NUM
ajeer-202	216	10	.	.	PUNCT
ajeer-202	217	1	growth	growth	NOUN
ajeer-202	217	2	linkages	linkage	NOUN
ajeer-202	217	3	,	,	PUNCT
ajeer-202	217	4	price	price	NOUN
ajeer-202	217	5	effects	effect	NOUN
ajeer-202	217	6	and	and	CCONJ
ajeer-202	217	7	income	income	NOUN
ajeer-202	217	8	distribution	distribution	NOUN
ajeer-202	217	9	in	in	ADP
ajeer-202	217	10	sub	sub	ADJ
ajeer-202	217	11	-	-	ADJ
ajeer-202	217	12	saharan	saharan	ADJ
ajeer-202	217	13	africa	africa	PROPN
ajeer-202	217	14	.	.	PUNCT
ajeer-202	218	1	journal	journal	PROPN
ajeer-202	218	2	of	of	ADP
ajeer-202	218	3	african	african	ADJ
ajeer-202	218	4	economies	economy	NOUN
ajeer-202	218	5	,	,	PUNCT
ajeer-202	218	6	12(2	12(2	NUM
ajeer-202	218	7	):	):	PUNCT
ajeer-202	218	8	207	207	NUM
ajeer-202	218	9	-	-	SYM
ajeer-202	218	10	235	235	NUM
ajeer-202	218	11	.	.	PUNCT
ajeer-202	219	1	elzo	elzo	NOUN
ajeer-202	219	2	,	,	PUNCT
ajeer-202	219	3	a.	a.	NOUN
ajeer-202	219	4	,	,	PUNCT
ajeer-202	219	5	t.	t.	PROPN
ajeer-202	219	6	suwanasopee	suwanasopee	PROPN
ajeer-202	219	7	,	,	PUNCT
ajeer-202	219	8	s.	s.	PROPN
ajeer-202	219	9	yeamkong	yeamkong	PROPN
ajeer-202	219	10	and	and	CCONJ
ajeer-202	219	11	s.	s.	PROPN
ajeer-202	219	12	koonawootrittriron	koonawootrittriron	PROPN
ajeer-202	219	13	,	,	PUNCT
ajeer-202	219	14	2010	2010	NUM
ajeer-202	219	15	.	.	PUNCT
ajeer-202	220	1	effect	effect	NOUN
ajeer-202	220	2	of	of	ADP
ajeer-202	220	3	experience	experience	NOUN
ajeer-202	220	4	,	,	PUNCT
ajeer-202	220	5	education	education	NOUN
ajeer-202	220	6	,	,	PUNCT
ajeer-202	220	7	record	record	NOUN
ajeer-202	220	8	,	,	PUNCT
ajeer-202	220	9	labor	labor	NOUN
ajeer-202	220	10	and	and	CCONJ
ajeer-202	220	11	decision	decision	NOUN
ajeer-202	220	12	making	make	VERB
ajeer-202	220	13	on	on	ADP
ajeer-202	220	14	monthly	monthly	ADJ
ajeer-202	220	15	milk	milk	NOUN
ajeer-202	220	16	yield	yield	NOUN
ajeer-202	220	17	and	and	CCONJ
ajeer-202	220	18	revenue	revenue	NOUN
ajeer-202	220	19	of	of	ADP
ajeer-202	220	20	dairy	dairy	NOUN
ajeer-202	220	21	farms	farm	NOUN
ajeer-202	220	22	supported	support	VERB
ajeer-202	220	23	by	by	ADP
ajeer-202	220	24	a	a	DET
ajeer-202	220	25	private	private	ADJ
ajeer-202	220	26	organization	organization	NOUN
ajeer-202	220	27	in	in	ADP
ajeer-202	220	28	central	central	PROPN
ajeer-202	220	29	thailand	thailand	PROPN
ajeer-202	220	30	.	.	PUNCT
ajeer-202	221	1	asian	asian	ADJ
ajeer-202	221	2	-	-	PUNCT
ajeer-202	221	3	australian	australian	ADJ
ajeer-202	221	4	journal	journal	NOUN
ajeer-202	221	5	of	of	ADP
ajeer-202	221	6	animal	animal	NOUN
ajeer-202	221	7	science	science	NOUN
ajeer-202	221	8	,	,	PUNCT
ajeer-202	221	9	23(2	23(2	NUM
ajeer-202	221	10	):	):	PUNCT
ajeer-202	221	11	814	814	NUM
ajeer-202	221	12	-	-	SYM
ajeer-202	221	13	824	824	NUM
ajeer-202	221	14	.	.	PUNCT
ajeer-202	222	1	fao	fao	ADJ
ajeer-202	222	2	,	,	PUNCT
ajeer-202	222	3	2014	2014	NUM
ajeer-202	222	4	.	.	PUNCT
ajeer-202	223	1	global	global	ADJ
ajeer-202	223	2	initiative	initiative	NOUN
ajeer-202	223	3	on	on	ADP
ajeer-202	223	4	food	food	NOUN
ajeer-202	223	5	loss	loss	NOUN
ajeer-202	223	6	and	and	CCONJ
ajeer-202	223	7	waste	waste	NOUN
ajeer-202	223	8	reduction	reduction	NOUN
ajeer-202	223	9	:	:	PUNCT
ajeer-202	223	10	food	food	NOUN
ajeer-202	223	11	loss	loss	NOUN
ajeer-202	223	12	assessments	assessment	NOUN
ajeer-202	223	13	:	:	PUNCT
ajeer-202	223	14	causes	cause	NOUN
ajeer-202	223	15	and	and	CCONJ
ajeer-202	223	16	solutions	solution	NOUN
ajeer-202	223	17	.	.	PUNCT
ajeer-202	224	1	case	case	NOUN
ajeer-202	224	2	studies	study	NOUN
ajeer-202	224	3	in	in	ADP
ajeer-202	224	4	small	small	ADJ
ajeer-202	224	5	-	-	PUNCT
ajeer-202	224	6	scale	scale	NOUN
ajeer-202	224	7	agriculture	agriculture	NOUN
ajeer-202	224	8	and	and	CCONJ
ajeer-202	224	9	fisheries	fishery	NOUN
ajeer-202	224	10	subsectors	subsector	NOUN
ajeer-202	224	11	:	:	PUNCT
ajeer-202	224	12	kenya	kenya	PROPN
ajeer-202	224	13	,	,	PUNCT
ajeer-202	224	14	banana	banana	PROPN
ajeer-202	224	15	,	,	PUNCT
ajeer-202	224	16	maize	maize	NOUN
ajeer-202	224	17	,	,	PUNCT
ajeer-202	224	18	milk	milk	NOUN
ajeer-202	224	19	and	and	CCONJ
ajeer-202	224	20	fish	fish	NOUN
ajeer-202	224	21	.	.	PUNCT
ajeer-202	225	1	available	available	ADJ
ajeer-202	225	2	from	from	ADP
ajeer-202	225	3	http://www.fao.org/fileadmin/user_upload/save-food/pdf/kenya_food_loss_studies.pdf	http://www.fao.org/fileadmin/user_upload/save-food/pdf/kenya_food_loss_studies.pdf	PROPN
ajeer-202	225	4	.	.	PUNCT
ajeer-202	226	1	gamba	gamba	PROPN
ajeer-202	226	2	,	,	PUNCT
ajeer-202	226	3	p.	p.	NOUN
ajeer-202	226	4	,	,	PUNCT
ajeer-202	226	5	2006	2006	NUM
ajeer-202	226	6	.	.	PUNCT
ajeer-202	227	1	beef	beef	NOUN
ajeer-202	227	2	and	and	CCONJ
ajeer-202	227	3	dairy	dairy	NOUN
ajeer-202	227	4	cattle	cattle	NOUN
ajeer-202	227	5	improvement	improvement	NOUN
ajeer-202	227	6	services	service	NOUN
ajeer-202	227	7	:	:	PUNCT
ajeer-202	227	8	a	a	DET
ajeer-202	227	9	policy	policy	NOUN
ajeer-202	227	10	perspective	perspective	NOUN
ajeer-202	227	11	.	.	PUNCT
ajeer-202	228	1	tegemeo	tegemeo	NOUN
ajeer-202	228	2	working	work	VERB
ajeer-202	228	3	paper	paper	PROPN
ajeer-202	228	4	23/2006	23/2006	NUM
ajeer-202	228	5	.	.	PUNCT
ajeer-202	229	1	nairobi	nairobi	PROPN
ajeer-202	229	2	,	,	PUNCT
ajeer-202	229	3	kenya	kenya	PROPN
ajeer-202	229	4	:	:	PUNCT
ajeer-202	229	5	tegemeo	tegemeo	PROPN
ajeer-202	229	6	institute	institute	PROPN
ajeer-202	229	7	of	of	ADP
ajeer-202	229	8	agricultural	agricultural	ADJ
ajeer-202	229	9	policy	policy	NOUN
ajeer-202	229	10	and	and	CCONJ
ajeer-202	229	11	development	development	NOUN
ajeer-202	229	12	,	,	PUNCT
ajeer-202	229	13	egerton	egerton	PROPN
ajeer-202	229	14	university	university	PROPN
ajeer-202	229	15	.	.	PUNCT
ajeer-202	230	1	gockowski	gockowski	PROPN
ajeer-202	230	2	,	,	PUNCT
ajeer-202	230	3	j.	j.	PROPN
ajeer-202	230	4	and	and	CCONJ
ajeer-202	230	5	m.	m.	PROPN
ajeer-202	230	6	ndoumbe	ndoumbe	PROPN
ajeer-202	230	7	,	,	PUNCT
ajeer-202	230	8	2004	2004	NUM
ajeer-202	230	9	.	.	PUNCT
ajeer-202	231	1	the	the	DET
ajeer-202	231	2	adoption	adoption	NOUN
ajeer-202	231	3	of	of	ADP
ajeer-202	231	4	intensive	intensive	ADJ
ajeer-202	231	5	monocrop	monocrop	NOUN
ajeer-202	231	6	horticulture	horticulture	NOUN
ajeer-202	231	7	in	in	ADP
ajeer-202	231	8	southern	southern	ADJ
ajeer-202	231	9	cameroon	cameroon	PROPN
ajeer-202	231	10	.	.	PUNCT
ajeer-202	232	1	journal	journal	PROPN
ajeer-202	232	2	of	of	ADP
ajeer-202	232	3	agricultural	agricultural	ADJ
ajeer-202	232	4	economics	economic	NOUN
ajeer-202	232	5	,	,	PUNCT
ajeer-202	232	6	30(3	30(3	NUM
ajeer-202	232	7	):	):	PUNCT
ajeer-202	232	8	195	195	NUM
ajeer-202	232	9	-	-	SYM
ajeer-202	232	10	202	202	NUM
ajeer-202	232	11	.	.	PUNCT
ajeer-202	233	1	gok	gok	PROPN
ajeer-202	233	2	,	,	PUNCT
ajeer-202	233	3	2012	2012	NUM
ajeer-202	233	4	.	.	PUNCT
ajeer-202	234	1	kenya	kenya	PROPN
ajeer-202	234	2	national	national	ADJ
ajeer-202	234	3	dairy	dairy	NOUN
ajeer-202	234	4	master	master	NOUN
ajeer-202	234	5	plan	plan	NOUN
ajeer-202	234	6	;	;	PUNCT
ajeer-202	234	7	a	a	DET
ajeer-202	234	8	situational	situational	ADJ
ajeer-202	234	9	analysis	analysis	NOUN
ajeer-202	234	10	of	of	ADP
ajeer-202	234	11	the	the	DET
ajeer-202	234	12	dairy	dairy	NOUN
ajeer-202	234	13	subsector	subsector	NOUN
ajeer-202	234	14	.	.	PUNCT
ajeer-202	235	1	nairobi	nairobi	PROPN
ajeer-202	235	2	:	:	PUNCT
ajeer-202	235	3	government	government	NOUN
ajeer-202	235	4	printer	printer	NOUN
ajeer-202	235	5	,	,	PUNCT
ajeer-202	235	6	kenya	kenya	PROPN
ajeer-202	235	7	.	.	PUNCT
ajeer-202	236	1	government	government	NOUN
ajeer-202	236	2	of	of	ADP
ajeer-202	236	3	kenya	kenya	PROPN
ajeer-202	236	4	,	,	PUNCT
ajeer-202	236	5	2010	2010	NUM
ajeer-202	236	6	.	.	PUNCT
ajeer-202	237	1	annual	annual	ADJ
ajeer-202	237	2	report	report	NOUN
ajeer-202	237	3	.	.	PUNCT
ajeer-202	238	1	ministry	ministry	PROPN
ajeer-202	238	2	of	of	ADP
ajeer-202	238	3	livestock	livestock	PROPN
ajeer-202	238	4	development	development	NOUN
ajeer-202	238	5	.	.	PUNCT
ajeer-202	239	1	nairobi	nairobi	PROPN
ajeer-202	239	2	;	;	PUNCT
ajeer-202	239	3	goverment	goverment	NOUN
ajeer-202	239	4	printer	printer	NOUN
ajeer-202	239	5	,	,	PUNCT
ajeer-202	239	6	kenya	kenya	PROPN
ajeer-202	239	7	.	.	PUNCT
ajeer-202	240	1	greene	greene	PROPN
ajeer-202	240	2	,	,	PUNCT
ajeer-202	240	3	w.h	w.h	PROPN
ajeer-202	240	4	.	.	PROPN
ajeer-202	240	5	,	,	PUNCT
ajeer-202	240	6	2002	2002	NUM
ajeer-202	240	7	.	.	PUNCT
ajeer-202	241	1	econometric	econometric	ADJ
ajeer-202	241	2	analysis	analysis	NOUN
ajeer-202	241	3	.	.	PUNCT
ajeer-202	242	1	4th	4th	ADJ
ajeer-202	242	2	edn	edn	NOUN
ajeer-202	242	3	.	.	PUNCT
ajeer-202	243	1	,	,	PUNCT
ajeer-202	243	2	upper	upper	ADJ
ajeer-202	243	3	saddle	saddle	NOUN
ajeer-202	243	4	river	river	PROPN
ajeer-202	243	5	,	,	PUNCT
ajeer-202	243	6	usa	usa	PROPN
ajeer-202	243	7	:	:	PUNCT
ajeer-202	243	8	prentice	prentice	PROPN
ajeer-202	243	9	hall	hall	PROPN
ajeer-202	243	10	international	international	PROPN
ajeer-202	243	11	.	.	PUNCT
ajeer-202	244	1	gujarati	gujarati	PROPN
ajeer-202	244	2	,	,	PUNCT
ajeer-202	244	3	n.	n.	NOUN
ajeer-202	244	4	,	,	PUNCT
ajeer-202	244	5	2004	2004	NUM
ajeer-202	244	6	.	.	PUNCT
ajeer-202	245	1	basic	basic	ADJ
ajeer-202	245	2	econometrics	econometric	NOUN
ajeer-202	245	3	.	.	PUNCT
ajeer-202	246	1	3rd	3rd	ADJ
ajeer-202	246	2	edn	edn	PROPN
ajeer-202	246	3	.	.	PUNCT
ajeer-202	247	1	,	,	PUNCT
ajeer-202	247	2	new	new	PROPN
ajeer-202	247	3	york	york	PROPN
ajeer-202	247	4	:	:	PUNCT
ajeer-202	247	5	mcgraw	mcgraw	PROPN
ajeer-202	247	6	-	-	PUNCT
ajeer-202	247	7	hill	hill	NOUN
ajeer-202	247	8	book	book	NOUN
ajeer-202	247	9	company	company	NOUN
ajeer-202	247	10	.	.	PUNCT
ajeer-202	248	1	hoffman	hoffman	PROPN
ajeer-202	248	2	,	,	PUNCT
ajeer-202	248	3	s.d	s.d	PROPN
ajeer-202	248	4	.	.	PROPN
ajeer-202	248	5	and	and	CCONJ
ajeer-202	248	6	g.j	g.j	PROPN
ajeer-202	248	7	.	.	PROPN
ajeer-202	248	8	duncan	duncan	PROPN
ajeer-202	248	9	,	,	PUNCT
ajeer-202	248	10	1988	1988	NUM
ajeer-202	248	11	.	.	PUNCT
ajeer-202	249	1	remarriage	remarriage	NOUN
ajeer-202	249	2	and	and	CCONJ
ajeer-202	249	3	welfare	welfare	NOUN
ajeer-202	249	4	choices	choice	NOUN
ajeer-202	249	5	of	of	ADP
ajeer-202	249	6	divorced	divorce	VERB
ajeer-202	249	7	and	and	CCONJ
ajeer-202	249	8	separated	separate	VERB
ajeer-202	249	9	women	woman	NOUN
ajeer-202	249	10	:	:	PUNCT
ajeer-202	249	11	unpublished	unpublished	ADJ
ajeer-202	249	12	manuscript	manuscript	NOUN
ajeer-202	249	13	,	,	PUNCT
ajeer-202	249	14	university	university	PROPN
ajeer-202	249	15	of	of	ADP
ajeer-202	249	16	delaware	delaware	PROPN
ajeer-202	249	17	press	press	PROPN
ajeer-202	249	18	.	.	PUNCT
ajeer-202	250	1	jari	jari	PROPN
ajeer-202	250	2	,	,	PUNCT
ajeer-202	250	3	b.	b.	PROPN
ajeer-202	250	4	,	,	PUNCT
ajeer-202	250	5	2009	2009	NUM
ajeer-202	250	6	.	.	PUNCT
ajeer-202	251	1	institutional	institutional	ADJ
ajeer-202	251	2	and	and	CCONJ
ajeer-202	251	3	technical	technical	ADJ
ajeer-202	251	4	factors	factor	NOUN
ajeer-202	251	5	influencing	influence	VERB
ajeer-202	251	6	agricultural	agricultural	ADJ
ajeer-202	251	7	marketing	marketing	NOUN
ajeer-202	251	8	channel	channel	NOUN
ajeer-202	251	9	choices	choice	NOUN
ajeer-202	251	10	amongst	amongst	ADP
ajeer-202	251	11	smallholder	smallholder	NOUN
ajeer-202	251	12	and	and	CCONJ
ajeer-202	251	13	emerging	emerge	VERB
ajeer-202	251	14	farmers	farmer	NOUN
ajeer-202	251	15	in	in	ADP
ajeer-202	251	16	the	the	DET
ajeer-202	251	17	kat	kat	PROPN
ajeer-202	251	18	river	river	PROPN
ajeer-202	251	19	valley	valley	PROPN
ajeer-202	251	20	.	.	PUNCT
ajeer-202	252	1	african	african	ADJ
ajeer-202	252	2	journal	journal	PROPN
ajeer-202	252	3	of	of	ADP
ajeer-202	252	4	agricultural	agricultural	ADJ
ajeer-202	252	5	research	research	NOUN
ajeer-202	252	6	,	,	PUNCT
ajeer-202	252	7	4(11	4(11	NUM
ajeer-202	252	8	):	):	PUNCT
ajeer-202	252	9	1129	1129	NUM
ajeer-202	252	10	-	-	SYM
ajeer-202	252	11	1137	1137	NUM
ajeer-202	252	12	.	.	PUNCT
ajeer-202	253	1	jari	jari	PROPN
ajeer-202	253	2	,	,	PUNCT
ajeer-202	253	3	b.	b.	PROPN
ajeer-202	253	4	and	and	CCONJ
ajeer-202	253	5	g.	g.	PROPN
ajeer-202	253	6	fraser	fraser	PROPN
ajeer-202	253	7	,	,	PUNCT
ajeer-202	253	8	2009	2009	NUM
ajeer-202	253	9	.	.	PUNCT
ajeer-202	254	1	an	an	DET
ajeer-202	254	2	analysis	analysis	NOUN
ajeer-202	254	3	of	of	ADP
ajeer-202	254	4	institutional	institutional	ADJ
ajeer-202	254	5	and	and	CCONJ
ajeer-202	254	6	technical	technical	ADJ
ajeer-202	254	7	factors	factor	NOUN
ajeer-202	254	8	influencing	influence	VERB
ajeer-202	254	9	agricultural	agricultural	ADJ
ajeer-202	254	10	marketing	marketing	NOUN
ajeer-202	254	11	amongst	amongst	ADP
ajeer-202	254	12	smallholder	smallholder	NOUN
ajeer-202	254	13	farmers	farmer	NOUN
ajeer-202	254	14	in	in	ADP
ajeer-202	254	15	the	the	DET
ajeer-202	254	16	kat	kat	PROPN
ajeer-202	254	17	-	-	PUNCT
ajeer-202	254	18	river	river	PROPN
ajeer-202	254	19	valley	valley	NOUN
ajeer-202	254	20	,	,	PUNCT
ajeer-202	254	21	eastern	eastern	ADJ
ajeer-202	254	22	cape	cape	NOUN
ajeer-202	254	23	province	province	PROPN
ajeer-202	254	24	,	,	PUNCT
ajeer-202	254	25	south	south	PROPN
ajeer-202	254	26	africa	africa	PROPN
ajeer-202	254	27	.	.	PUNCT
ajeer-202	255	1	african	african	ADJ
ajeer-202	255	2	journal	journal	PROPN
ajeer-202	255	3	of	of	ADP
ajeer-202	255	4	agricultural	agricultural	ADJ
ajeer-202	255	5	research	research	NOUN
ajeer-202	255	6	,	,	PUNCT
ajeer-202	255	7	4(11	4(11	NUM
ajeer-202	255	8	):	):	PUNCT
ajeer-202	255	9	1129	1129	NUM
ajeer-202	255	10	-	-	SYM
ajeer-202	255	11	1137	1137	NUM
ajeer-202	255	12	.	.	PUNCT
ajeer-202	256	1	jenson	jenson	PROPN
ajeer-202	256	2	,	,	PUNCT
ajeer-202	256	3	k.	k.	PROPN
ajeer-202	256	4	,	,	PUNCT
ajeer-202	256	5	2010	2010	NUM
ajeer-202	256	6	.	.	PUNCT
ajeer-202	257	1	factors	factor	NOUN
ajeer-202	257	2	associated	associate	VERB
ajeer-202	257	3	with	with	ADP
ajeer-202	257	4	the	the	DET
ajeer-202	257	5	selection	selection	NOUN
ajeer-202	257	6	of	of	ADP
ajeer-202	257	7	cooperative	cooperative	ADJ
ajeer-202	257	8	vs.	vs.	ADP
ajeer-202	257	9	proprietary	proprietary	ADJ
ajeer-202	257	10	handlers	handler	NOUN
ajeer-202	257	11	of	of	ADP
ajeer-202	257	12	milk	milk	NOUN
ajeer-202	257	13	in	in	ADP
ajeer-202	257	14	tennessee	tennessee	PROPN
ajeer-202	257	15	.	.	PUNCT
ajeer-202	258	1	j.	j.	PROPN
ajeer-202	258	2	agric	agric	PROPN
ajeer-202	258	3	.	.	PROPN
ajeer-202	258	4	cooper	cooper	PROPN
ajeer-202	258	5	am	be	AUX
ajeer-202	258	6	.	.	PUNCT
ajeer-202	259	1	j.	j.	PROPN
ajeer-202	259	2	agri	agri	PROPN
ajeer-202	259	3	.	.	PUNCT
ajeer-202	259	4	&	&	CCONJ
ajeer-202	259	5	biol	biol	PROPN
ajeer-202	259	6	.	.	PUNCT
ajeer-202	260	1	sci	sci	PROPN
ajeer-202	260	2	.	.	PROPN
ajeer-202	260	3	,	,	PUNCT
ajeer-202	260	4	6(4	6(4	NUM
ajeer-202	260	5	):	):	PUNCT
ajeer-202	260	6	560	560	NUM
ajeer-202	260	7	-	-	SYM
ajeer-202	260	8	566	566	NUM
ajeer-202	260	9	.	.	PUNCT
ajeer-202	261	1	kahi	kahi	PROPN
ajeer-202	261	2	,	,	PUNCT
ajeer-202	261	3	a.k	a.k	PROPN
ajeer-202	261	4	.	.	PROPN
ajeer-202	261	5	,	,	PUNCT
ajeer-202	261	6	g.	g.	PROPN
ajeer-202	261	7	nitter	nitter	PROPN
ajeer-202	261	8	and	and	CCONJ
ajeer-202	261	9	c.f	c.f	PROPN
ajeer-202	261	10	.	.	PROPN
ajeer-202	261	11	gall	gall	PROPN
ajeer-202	261	12	,	,	PUNCT
ajeer-202	261	13	2004	2004	NUM
ajeer-202	261	14	.	.	PUNCT
ajeer-202	262	1	developing	develop	VERB
ajeer-202	262	2	breeding	breeding	NOUN
ajeer-202	262	3	schemes	scheme	NOUN
ajeer-202	262	4	for	for	ADP
ajeer-202	262	5	pasture	pasture	NOUN
ajeer-202	262	6	based	base	VERB
ajeer-202	262	7	dairy	dairy	NOUN
ajeer-202	262	8	production	production	NOUN
ajeer-202	262	9	systems	system	NOUN
ajeer-202	262	10	in	in	ADP
ajeer-202	262	11	kenya	kenya	PROPN
ajeer-202	262	12	.	.	PUNCT
ajeer-202	263	1	ii	ii	PROPN
ajeer-202	263	2	.	.	PUNCT
ajeer-202	264	1	evaluation	evaluation	NOUN
ajeer-202	264	2	of	of	ADP
ajeer-202	264	3	alternative	alternative	ADJ
ajeer-202	264	4	objectives	objective	NOUN
ajeer-202	264	5	and	and	CCONJ
ajeer-202	264	6	schemes	scheme	NOUN
ajeer-202	264	7	using	use	VERB
ajeer-202	264	8	a	a	DET
ajeer-202	264	9	two	two	NUM
ajeer-202	264	10	-	-	PUNCT
ajeer-202	264	11	tier	tier	NOUN
ajeer-202	264	12	open	open	ADJ
ajeer-202	264	13	nucleus	nucleus	NOUN
ajeer-202	264	14	and	and	CCONJ
ajeer-202	264	15	young	young	ADJ
ajeer-202	264	16	bull	bull	NOUN
ajeer-202	264	17	system	system	NOUN
ajeer-202	264	18	.	.	PUNCT
ajeer-202	265	1	journal	journal	NOUN
ajeer-202	265	2	of	of	ADP
ajeer-202	265	3	livestock	livestock	NOUN
ajeer-202	265	4	production	production	NOUN
ajeer-202	265	5	science	science	NOUN
ajeer-202	265	6	,	,	PUNCT
ajeer-202	265	7	88(2	88(2	NUM
ajeer-202	265	8	):	):	PUNCT
ajeer-202	265	9	179	179	NUM
ajeer-202	265	10	-	-	SYM
ajeer-202	265	11	192	192	NUM
ajeer-202	265	12	.	.	PUNCT
ajeer-202	266	1	karli	karli	PROPN
ajeer-202	266	2	,	,	PUNCT
ajeer-202	266	3	a.	a.	PROPN
ajeer-202	266	4	,	,	PUNCT
ajeer-202	266	5	a.	a.	NOUN
ajeer-202	266	6	bilgic	bilgic	NOUN
ajeer-202	266	7	and	and	CCONJ
ajeer-202	266	8	y.	y.	PROPN
ajeer-202	266	9	celik	celik	PROPN
ajeer-202	266	10	,	,	PUNCT
ajeer-202	266	11	2006	2006	NUM
ajeer-202	266	12	.	.	PUNCT
ajeer-202	267	1	factors	factor	NOUN
ajeer-202	267	2	affecting	affect	VERB
ajeer-202	267	3	farmers	farmer	NOUN
ajeer-202	267	4	'	'	PART
ajeer-202	267	5	decision	decision	NOUN
ajeer-202	267	6	to	to	PART
ajeer-202	267	7	enter	enter	VERB
ajeer-202	267	8	agricultural	agricultural	ADJ
ajeer-202	267	9	cooperatives	cooperative	NOUN
ajeer-202	267	10	using	use	VERB
ajeer-202	267	11	random	random	ADJ
ajeer-202	267	12	utility	utility	NOUN
ajeer-202	267	13	model	model	NOUN
ajeer-202	267	14	in	in	ADP
ajeer-202	267	15	the	the	DET
ajeer-202	267	16	south	south	ADJ
ajeer-202	267	17	eastern	eastern	ADJ
ajeer-202	267	18	anatolian	anatolian	ADJ
ajeer-202	267	19	region	region	NOUN
ajeer-202	267	20	of	of	ADP
ajeer-202	267	21	turkey	turkey	PROPN
ajeer-202	267	22	.	.	PUNCT
ajeer-202	268	1	journal	journal	PROPN
ajeer-202	268	2	of	of	ADP
ajeer-202	268	3	agricultural	agricultural	ADJ
ajeer-202	268	4	and	and	CCONJ
ajeer-202	268	5	rural	rural	ADJ
ajeer-202	268	6	development	development	NOUN
ajeer-202	268	7	in	in	ADP
ajeer-202	268	8	the	the	DET
ajeer-202	268	9	tropics	tropic	NOUN
ajeer-202	268	10	and	and	CCONJ
ajeer-202	268	11	subtropics	subtropic	NOUN
ajeer-202	268	12	,	,	PUNCT
ajeer-202	268	13	107(2	107(2	NUM
ajeer-202	268	14	):	):	PUNCT
ajeer-202	268	15	115	115	NUM
ajeer-202	268	16	-	-	SYM
ajeer-202	268	17	127	127	NUM
ajeer-202	268	18	.	.	PUNCT
ajeer-202	269	1	kavoi	kavoi	PROPN
ajeer-202	269	2	,	,	PUNCT
ajeer-202	269	3	m.m	m.m	PROPN
ajeer-202	269	4	.	.	PROPN
ajeer-202	269	5	,	,	PUNCT
ajeer-202	269	6	l.	l.	PROPN
ajeer-202	269	7	hoag	hoag	PROPN
ajeer-202	269	8	and	and	CCONJ
ajeer-202	269	9	j.	j.	PROPN
ajeer-202	269	10	pritchett	pritchett	PROPN
ajeer-202	269	11	,	,	PUNCT
ajeer-202	269	12	2010	2010	NUM
ajeer-202	269	13	.	.	PUNCT
ajeer-202	270	1	measurement	measurement	NOUN
ajeer-202	270	2	of	of	ADP
ajeer-202	270	3	economic	economic	ADJ
ajeer-202	270	4	efficiency	efficiency	NOUN
ajeer-202	270	5	for	for	ADP
ajeer-202	270	6	smallholder	smallholder	NOUN
ajeer-202	270	7	dairy	dairy	NOUN
ajeer-202	270	8	cattle	cattle	NOUN
ajeer-202	270	9	in	in	ADP
ajeer-202	270	10	the	the	DET
ajeer-202	270	11	marginal	marginal	ADJ
ajeer-202	270	12	zones	zone	NOUN
ajeer-202	270	13	of	of	ADP
ajeer-202	270	14	kenya	kenya	PROPN
ajeer-202	270	15	.	.	PUNCT
ajeer-202	271	1	journal	journal	PROPN
ajeer-202	271	2	of	of	ADP
ajeer-202	271	3	development	development	NOUN
ajeer-202	271	4	and	and	CCONJ
ajeer-202	271	5	agricultural	agricultural	ADJ
ajeer-202	271	6	economics	economic	NOUN
ajeer-202	271	7	,	,	PUNCT
ajeer-202	271	8	2(4	2(4	NUM
ajeer-202	271	9	):	):	PUNCT
ajeer-202	271	10	122	122	NUM
ajeer-202	271	11	-	-	SYM
ajeer-202	271	12	137	137	NUM
ajeer-202	271	13	.	.	PUNCT
ajeer-202	272	1	kenya	kenya	PROPN
ajeer-202	272	2	dairy	dairy	PROPN
ajeer-202	272	3	board	board	NOUN
ajeer-202	272	4	,	,	PUNCT
ajeer-202	272	5	2013	2013	NUM
ajeer-202	272	6	.	.	PUNCT
ajeer-202	273	1	annual	annual	ADJ
ajeer-202	273	2	milk	milk	NOUN
ajeer-202	273	3	intake	intake	NOUN
ajeer-202	273	4	by	by	ADP
ajeer-202	273	5	processors	processor	NOUN
ajeer-202	273	6	.	.	PUNCT
ajeer-202	274	1	various	various	ADJ
ajeer-202	274	2	annual	annual	ADJ
ajeer-202	274	3	reports	report	NOUN
ajeer-202	274	4	.	.	PUNCT
ajeer-202	275	1	nairobi	nairobi	PROPN
ajeer-202	275	2	:	:	PUNCT
ajeer-202	275	3	government	government	NOUN
ajeer-202	275	4	printer	printer	NOUN
ajeer-202	275	5	,	,	PUNCT
ajeer-202	275	6	kenya	kenya	PROPN
ajeer-202	275	7	.	.	PUNCT
ajeer-202	276	1	kenya	kenya	PROPN
ajeer-202	276	2	national	national	PROPN
ajeer-202	276	3	bureau	bureau	PROPN
ajeer-202	276	4	of	of	ADP
ajeer-202	276	5	statistics	statistic	NOUN
ajeer-202	276	6	,	,	PUNCT
ajeer-202	276	7	2009	2009	NUM
ajeer-202	276	8	.	.	PUNCT
ajeer-202	277	1	statistical	statistical	ADJ
ajeer-202	277	2	abstracts	abstract	NOUN
ajeer-202	277	3	,	,	PUNCT
ajeer-202	277	4	nairobi	nairobi	PROPN
ajeer-202	277	5	.	.	PUNCT
ajeer-202	278	1	kenya	kenya	PROPN
ajeer-202	278	2	:	:	PUNCT
ajeer-202	278	3	government	government	NOUN
ajeer-202	278	4	printer	printer	NOUN
ajeer-202	278	5	.	.	PUNCT
ajeer-202	279	1	knbs	knbs	PROPN
ajeer-202	279	2	,	,	PUNCT
ajeer-202	279	3	2013	2013	NUM
ajeer-202	279	4	.	.	PUNCT
ajeer-202	280	1	statistical	statistical	ADJ
ajeer-202	280	2	abstracts	abstract	NOUN
ajeer-202	280	3	,	,	PUNCT
ajeer-202	280	4	nairobi	nairobi	PROPN
ajeer-202	280	5	.	.	PUNCT
ajeer-202	281	1	kenya	kenya	PROPN
ajeer-202	281	2	:	:	PUNCT
ajeer-202	281	3	government	government	NOUN
ajeer-202	281	4	printer	printer	NOUN
ajeer-202	281	5	.	.	PUNCT
ajeer-202	282	1	manyong	manyong	PROPN
ajeer-202	282	2	,	,	PUNCT
ajeer-202	282	3	v.m	v.m	PROPN
ajeer-202	282	4	.	.	PROPN
ajeer-202	282	5	,	,	PUNCT
ajeer-202	282	6	a.d	a.d	PROPN
ajeer-202	282	7	.	.	PROPN
ajeer-202	282	8	alene	alene	PROPN
ajeer-202	282	9	,	,	PUNCT
ajeer-202	282	10	a.	a.	PROPN
ajeer-202	282	11	olanrewaju	olanrewaju	PROPN
ajeer-202	282	12	,	,	PUNCT
ajeer-202	282	13	b.	b.	PROPN
ajeer-202	282	14	ayedun	ayedun	PROPN
ajeer-202	282	15	,	,	PUNCT
ajeer-202	282	16	v.	v.	ADP
ajeer-202	282	17	rweyendela	rweyendela	NOUN
ajeer-202	282	18	,	,	PUNCT
ajeer-202	282	19	a.s	a.s	PROPN
ajeer-202	282	20	.	.	PROPN
ajeer-202	282	21	wesonga	wesonga	PROPN
ajeer-202	282	22	,	,	PUNCT
ajeer-202	282	23	g.	g.	PROPN
ajeer-202	282	24	omanya	omanya	PROPN
ajeer-202	282	25	,	,	PUNCT
ajeer-202	282	26	h.d	h.d	PROPN
ajeer-202	282	27	.	.	PROPN
ajeer-202	282	28	mignouna	mignouna	PROPN
ajeer-202	282	29	and	and	CCONJ
ajeer-202	282	30	m.	m.	NOUN
ajeer-202	282	31	bokanga	bokanga	PROPN
ajeer-202	282	32	,	,	PUNCT
ajeer-202	282	33	2008	2008	NUM
ajeer-202	282	34	.	.	PUNCT
ajeer-202	283	1	baseline	baseline	PROPN
ajeer-202	283	2	study	study	NOUN
ajeer-202	283	3	of	of	ADP
ajeer-202	283	4	striga	striga	ADJ
ajeer-202	283	5	control	control	NOUN
ajeer-202	283	6	using	use	VERB
ajeer-202	283	7	imazapyr	imazapyr	VERB
ajeer-202	283	8	-	-	PUNCT
ajeer-202	283	9	resistant	resistant	ADJ
ajeer-202	283	10	(	(	PUNCT
ajeer-202	283	11	ir	ir	NOUN
ajeer-202	283	12	)	)	PUNCT
ajeer-202	283	13	maize	maize	NOUN
ajeer-202	283	14	in	in	ADP
ajeer-202	283	15	western	western	ADJ
ajeer-202	283	16	kenya	kenya	PROPN
ajeer-202	283	17	.	.	PUNCT
ajeer-202	284	1	an	an	DET
ajeer-202	284	2	agricultural	agricultural	ADJ
ajeer-202	284	3	collaborative	collaborative	ADJ
ajeer-202	284	4	study	study	NOUN
ajeer-202	284	5	on	on	ADP
ajeer-202	284	6	striga	striga	ADJ
ajeer-202	284	7	control	control	NOUN
ajeer-202	284	8	by	by	ADP
ajeer-202	284	9	the	the	DET
ajeer-202	284	10	african	african	ADJ
ajeer-202	284	11	agricultural	agricultural	ADJ
ajeer-202	284	12	technology	technology	PROPN
ajeer-202	284	13	foundation	foundation	NOUN
ajeer-202	284	14	.	.	PUNCT
ajeer-202	285	1	aatf	aatf	NOUN
ajeer-202	285	2	/	/	SYM
ajeer-202	285	3	iita	iita	X
ajeer-202	285	4	striga	striga	ADJ
ajeer-202	285	5	control	control	PROPN
ajeer-202	285	6	project	project	PROPN
ajeer-202	285	7	.	.	PUNCT
ajeer-202	286	1	marenya	marenya	ADJ
ajeer-202	286	2	,	,	PUNCT
ajeer-202	286	3	p.	p.	NOUN
ajeer-202	286	4	and	and	CCONJ
ajeer-202	286	5	c.	c.	PROPN
ajeer-202	286	6	barrett	barrett	PROPN
ajeer-202	286	7	,	,	PUNCT
ajeer-202	286	8	2009	2009	NUM
ajeer-202	286	9	.	.	PUNCT
ajeer-202	287	1	state	state	NOUN
ajeer-202	287	2	-	-	PUNCT
ajeer-202	287	3	conditional	conditional	ADJ
ajeer-202	287	4	fertilizer	fertilizer	NOUN
ajeer-202	287	5	yield	yield	NOUN
ajeer-202	287	6	response	response	NOUN
ajeer-202	287	7	on	on	ADP
ajeer-202	287	8	western	western	ADJ
ajeer-202	287	9	kenyan	kenyan	ADJ
ajeer-202	287	10	farms	farm	NOUN
ajeer-202	287	11	.	.	PUNCT
ajeer-202	288	1	american	american	ADJ
ajeer-202	288	2	journal	journal	PROPN
ajeer-202	288	3	of	of	ADP
ajeer-202	288	4	agricultural	agricultural	ADJ
ajeer-202	288	5	economics	economic	NOUN
ajeer-202	288	6	,	,	PUNCT
ajeer-202	288	7	91(4	91(4	NUM
ajeer-202	288	8	):	):	PUNCT
ajeer-202	288	9	991–1006	991–1006	NUM
ajeer-202	288	10	.	.	PUNCT
ajeer-202	288	11	mburu	mburu	PROPN
ajeer-202	288	12	,	,	PUNCT
ajeer-202	288	13	l.m	l.m	PROPN
ajeer-202	288	14	.	.	PROPN
ajeer-202	288	15	,	,	PUNCT
ajeer-202	288	16	j.w	j.w	PROPN
ajeer-202	288	17	.	.	PROPN
ajeer-202	288	18	wakhungu	wakhungu	PROPN
ajeer-202	288	19	and	and	CCONJ
ajeer-202	288	20	k.w	k.w	PROPN
ajeer-202	288	21	.	.	PROPN
ajeer-202	288	22	gatu	gatu	PROPN
ajeer-202	288	23	,	,	PUNCT
ajeer-202	288	24	2007	2007	NUM
ajeer-202	288	25	.	.	PUNCT
ajeer-202	289	1	determinants	determinant	NOUN
ajeer-202	289	2	of	of	ADP
ajeer-202	289	3	smallholder	smallholder	NOUN
ajeer-202	289	4	dairy	dairy	NOUN
ajeer-202	289	5	farmers	farmer	NOUN
ajeer-202	289	6	'	'	PART
ajeer-202	289	7	adoption	adoption	NOUN
ajeer-202	289	8	of	of	ADP
ajeer-202	289	9	various	various	ADJ
ajeer-202	289	10	milk	milk	NOUN
ajeer-202	289	11	marketing	marketing	NOUN
ajeer-202	289	12	channels	channel	NOUN
ajeer-202	289	13	in	in	ADP
ajeer-202	289	14	kenya	kenya	PROPN
ajeer-202	289	15	highlands	highlands	PROPN
ajeer-202	289	16	.	.	PUNCT
ajeer-202	290	1	livestock	livestock	NOUN
ajeer-202	290	2	research	research	NOUN
ajeer-202	290	3	for	for	ADP
ajeer-202	290	4	rural	rural	ADJ
ajeer-202	290	5	development	development	NOUN
ajeer-202	290	6	.	.	PUNCT
ajeer-202	291	1	available	available	ADJ
ajeer-202	291	2	from	from	ADP
ajeer-202	291	3	http://www.lrrd.org/lrrd19/9/mbur19134.htm	http://www.lrrd.org/lrrd19/9/mbur19134.htm	PROPN
ajeer-202	292	1	[	[	X
ajeer-202	292	2	accessed	access	VERB
ajeer-202	292	3	october	october	PROPN
ajeer-202	292	4	29	29	NUM
ajeer-202	292	5	,	,	PUNCT
ajeer-202	292	6	2015	2015	NUM
ajeer-202	292	7	]	]	PUNCT
ajeer-202	292	8	.	.	PUNCT
ajeer-202	293	1	mcfadden	mcfadden	PROPN
ajeer-202	293	2	,	,	PUNCT
ajeer-202	293	3	d.	d.	PROPN
ajeer-202	293	4	,	,	PUNCT
ajeer-202	293	5	1974	1974	NUM
ajeer-202	293	6	.	.	PUNCT
ajeer-202	294	1	the	the	DET
ajeer-202	294	2	measurement	measurement	NOUN
ajeer-202	294	3	of	of	ADP
ajeer-202	294	4	urban	urban	ADJ
ajeer-202	294	5	travel	travel	NOUN
ajeer-202	294	6	demand	demand	NOUN
ajeer-202	294	7	.	.	PUNCT
ajeer-202	295	1	journal	journal	NOUN
ajeer-202	295	2	of	of	ADP
ajeer-202	295	3	public	public	ADJ
ajeer-202	295	4	economics	economic	NOUN
ajeer-202	295	5	,	,	PUNCT
ajeer-202	295	6	3(1974	3(1974	NUM
ajeer-202	295	7	):	):	PUNCT
ajeer-202	295	8	303–328	303–328	NUM
ajeer-202	295	9	.	.	PUNCT
ajeer-202	296	1	mugambi	mugambi	PROPN
ajeer-202	296	2	,	,	PUNCT
ajeer-202	296	3	d.k	d.k	PROPN
ajeer-202	296	4	.	.	PROPN
ajeer-202	296	5	,	,	PUNCT
ajeer-202	296	6	s.k	s.k	PROPN
ajeer-202	296	7	.	.	PROPN
ajeer-202	296	8	wambugu	wambugu	ADJ
ajeer-202	296	9	,	,	PUNCT
ajeer-202	296	10	a.m.m	a.m.m	NOUN
ajeer-202	296	11	.	.	PROPN
ajeer-202	296	12	gitunu	gitunu	PROPN
ajeer-202	296	13	and	and	CCONJ
ajeer-202	296	14	m.	m.	PROPN
ajeer-202	296	15	mwangi	mwangi	PROPN
ajeer-202	296	16	,	,	PUNCT
ajeer-202	296	17	2011	2011	NUM
ajeer-202	296	18	.	.	PUNCT
ajeer-202	297	1	estimation	estimation	NOUN
ajeer-202	297	2	of	of	ADP
ajeer-202	297	3	milk	milk	NOUN
ajeer-202	297	4	production	production	NOUN
ajeer-202	297	5	efficiency	efficiency	NOUN
ajeer-202	297	6	of	of	ADP
ajeer-202	297	7	dairy	dairy	NOUN
ajeer-202	297	8	cow	cow	NOUN
ajeer-202	297	9	farms	farm	NOUN
ajeer-202	297	10	in	in	ADP
ajeer-202	297	11	embu	embu	PROPN
ajeer-202	297	12	and	and	CCONJ
ajeer-202	297	13	meru	meru	PROPN
ajeer-202	297	14	counties	county	NOUN
ajeer-202	297	15	of	of	ADP
ajeer-202	297	16	kenya	kenya	PROPN
ajeer-202	297	17	.	.	PUNCT
ajeer-202	298	1	available	available	ADJ
ajeer-202	298	2	from	from	ADP
ajeer-202	298	3	http://elearning.jkuat.ac.ke/journals/ojs/index.php/jscp	http://elearning.jkuat.ac.ke/journals/ojs/index.php/jscp	NOUN
ajeer-202	298	4	.	.	PUNCT
ajeer-202	299	1	mulu	mulu	NOUN
ajeer-202	299	2	-	-	PUNCT
ajeer-202	299	3	mutuku	mutuku	PROPN
ajeer-202	299	4	,	,	PUNCT
ajeer-202	299	5	m.	m.	NOUN
ajeer-202	299	6	,	,	PUNCT
ajeer-202	299	7	a.	a.	PROPN
ajeer-202	299	8	ali	ali	PROPN
ajeer-202	299	9	-	-	PUNCT
ajeer-202	299	10	olubandwa	olubandwa	PROPN
ajeer-202	299	11	and	and	CCONJ
ajeer-202	299	12	d.	d.	PROPN
ajeer-202	299	13	odero	odero	NOUN
ajeer-202	299	14	-	-	PUNCT
ajeer-202	299	15	wanga	wanga	ADJ
ajeer-202	299	16	,	,	PUNCT
ajeer-202	299	17	2009	2009	NUM
ajeer-202	299	18	.	.	PUNCT
ajeer-202	300	1	value	value	NOUN
ajeer-202	300	2	added	add	VERB
ajeer-202	300	3	milk	milk	NOUN
ajeer-202	300	4	products	product	NOUN
ajeer-202	300	5	;	;	PUNCT
ajeer-202	300	6	constraints	constraint	NOUN
ajeer-202	300	7	to	to	ADP
ajeer-202	300	8	women	woman	NOUN
ajeer-202	300	9	in	in	ADP
ajeer-202	300	10	milk	milk	NOUN
ajeer-202	300	11	micro	micro	NOUN
ajeer-202	300	12	-	-	NOUN
ajeer-202	300	13	enterprises	enterprise	NOUN
ajeer-202	300	14	in	in	ADP
ajeer-202	300	15	kenya	kenya	PROPN
ajeer-202	300	16	.	.	PUNCT
ajeer-202	301	1	journal	journal	PROPN
ajeer-202	301	2	of	of	ADP
ajeer-202	301	3	development	development	NOUN
ajeer-202	301	4	and	and	CCONJ
ajeer-202	301	5	agricultural	agricultural	ADJ
ajeer-202	301	6	economics	economic	NOUN
ajeer-202	301	7	,	,	PUNCT
ajeer-202	301	8	1(7	1(7	NUM
ajeer-202	301	9	):	):	PUNCT
ajeer-202	301	10	144	144	NUM
ajeer-202	301	11	-	-	SYM
ajeer-202	301	12	149	149	NUM
ajeer-202	301	13	.	.	PUNCT
ajeer-202	302	1	murage	murage	NOUN
ajeer-202	302	2	,	,	PUNCT
ajeer-202	302	3	a.w	a.w	PROPN
ajeer-202	302	4	.	.	PROPN
ajeer-202	302	5	and	and	CCONJ
ajeer-202	302	6	d.	d.	PROPN
ajeer-202	302	7	ilatsia	ilatsia	PROPN
ajeer-202	302	8	,	,	PUNCT
ajeer-202	302	9	2011	2011	NUM
ajeer-202	302	10	.	.	PUNCT
ajeer-202	303	1	factors	factor	NOUN
ajeer-202	303	2	that	that	PRON
ajeer-202	303	3	determine	determine	VERB
ajeer-202	303	4	use	use	NOUN
ajeer-202	303	5	of	of	ADP
ajeer-202	303	6	breeding	breeding	NOUN
ajeer-202	303	7	services	service	NOUN
ajeer-202	303	8	by	by	ADP
ajeer-202	303	9	small	small	ADJ
ajeer-202	303	10	holder	holder	NOUN
ajeer-202	303	11	dairy	dairy	NOUN
ajeer-202	303	12	farmers	farmer	NOUN
ajeer-202	303	13	in	in	ADP
ajeer-202	303	14	central	central	ADJ
ajeer-202	303	15	kenya	kenya	PROPN
ajeer-202	303	16	.	.	PUNCT
ajeer-202	304	1	tropical	tropical	ADJ
ajeer-202	304	2	animal	animal	NOUN
ajeer-202	304	3	health	health	NOUN
ajeer-202	304	4	production	production	NOUN
ajeer-202	304	5	,	,	PUNCT
ajeer-202	304	6	43(1	43(1	NUM
ajeer-202	304	7	):	):	PUNCT
ajeer-202	304	8	199	199	NUM
ajeer-202	304	9	-	-	SYM
ajeer-202	304	10	207	207	NUM
ajeer-202	304	11	.	.	PUNCT
ajeer-202	305	1	mussie	mussie	NOUN
ajeer-202	305	2	,	,	PUNCT
ajeer-202	305	3	a.	a.	PROPN
ajeer-202	305	4	,	,	PUNCT
ajeer-202	305	5	j.	j.	PROPN
ajeer-202	305	6	mwanga	mwanga	PROPN
ajeer-202	305	7	,	,	PUNCT
ajeer-202	305	8	w.	w.	PROPN
ajeer-202	305	9	mwangi	mwangi	PROPN
ajeer-202	305	10	,	,	PUNCT
ajeer-202	305	11	h.	h.	PROPN
ajeer-202	305	12	verkuijl	verkuijl	PROPN
ajeer-202	305	13	,	,	PUNCT
ajeer-202	305	14	r.	r.	PROPN
ajeer-202	305	15	mungi	mungi	PROPN
ajeer-202	305	16	and	and	CCONJ
ajeer-202	305	17	a.	a.	PROPN
ajeer-202	305	18	elang	elang	PROPN
ajeer-202	305	19	,	,	PUNCT
ajeer-202	305	20	2001	2001	NUM
ajeer-202	305	21	.	.	PUNCT
ajeer-202	306	1	adoption	adoption	NOUN
ajeer-202	306	2	of	of	ADP
ajeer-202	306	3	improved	improved	ADJ
ajeer-202	306	4	wheat	wheat	NOUN
ajeer-202	306	5	technologies	technology	NOUN
ajeer-202	306	6	by	by	ADP
ajeer-202	306	7	small	small	ADJ
ajeer-202	306	8	scale	scale	NOUN
ajeer-202	306	9	farmers	farmer	NOUN
ajeer-202	306	10	in	in	ADP
ajeer-202	306	11	mbeya	mbeya	PROPN
ajeer-202	306	12	district	district	PROPN
ajeer-202	306	13	,	,	PUNCT
ajeer-202	306	14	southern	southern	PROPN
ajeer-202	306	15	highland	highland	PROPN
ajeer-202	306	16	.	.	PUNCT
ajeer-202	307	1	tanzania	tanzania	PROPN
ajeer-202	307	2	:	:	PUNCT
ajeer-202	307	3	international	international	ADJ
ajeer-202	307	4	maize	maize	NOUN
ajeer-202	307	5	and	and	CCONJ
ajeer-202	307	6	wheat	wheat	NOUN
ajeer-202	307	7	improved	improve	VERB
ajeer-202	307	8	centre	centre	NOUN
ajeer-202	307	9	(	(	PUNCT
ajeer-202	307	10	cimmyt	cimmyt	NOUN
ajeer-202	307	11	)	)	PUNCT
ajeer-202	307	12	of	of	ADP
ajeer-202	307	13	the	the	DET
ajeer-202	307	14	united	united	PROPN
ajeer-202	307	15	republic	republic	PROPN
ajeer-202	307	16	of	of	ADP
ajeer-202	307	17	tanzania	tanzania	PROPN
ajeer-202	307	18	.	.	PUNCT
ajeer-202	308	1	mutua	mutua	PROPN
ajeer-202	308	2	-	-	PUNCT
ajeer-202	308	3	kiio	kiio	PROPN
ajeer-202	308	4	,	,	PUNCT
ajeer-202	308	5	j.m	j.m	PROPN
ajeer-202	308	6	.	.	PROPN
ajeer-202	308	7	and	and	CCONJ
ajeer-202	308	8	h.g	h.g	PROPN
ajeer-202	308	9	.	.	PROPN
ajeer-202	308	10	muriuki	muriuki	PROPN
ajeer-202	308	11	,	,	PUNCT
ajeer-202	308	12	2013	2013	NUM
ajeer-202	308	13	.	.	PUNCT
ajeer-202	309	1	food	food	NOUN
ajeer-202	309	2	losses	loss	NOUN
ajeer-202	309	3	in	in	ADP
ajeer-202	309	4	kenya	kenya	PROPN
ajeer-202	309	5	:	:	PUNCT
ajeer-202	309	6	a	a	DET
ajeer-202	309	7	dairy	dairy	NOUN
ajeer-202	309	8	supply	supply	NOUN
ajeer-202	309	9	chain	chain	NOUN
ajeer-202	309	10	in	in	ADP
ajeer-202	309	11	kenya	kenya	PROPN
ajeer-202	309	12	.	.	PUNCT
ajeer-202	310	1	fao	fao	PROPN
ajeer-202	310	2	food	food	NOUN
ajeer-202	310	3	loss	loss	NOUN
ajeer-202	310	4	assessments	assessment	NOUN
ajeer-202	310	5	–	–	PUNCT
ajeer-202	310	6	extent	extent	NOUN
ajeer-202	310	7	,	,	PUNCT
ajeer-202	310	8	causes	cause	NOUN
ajeer-202	310	9	and	and	CCONJ
ajeer-202	310	10	solutions	solution	NOUN
ajeer-202	310	11	.	.	PUNCT
ajeer-202	311	1	case	case	NOUN
ajeer-202	311	2	studies	study	NOUN
ajeer-202	311	3	in	in	ADP
ajeer-202	311	4	the	the	DET
ajeer-202	311	5	small	small	ADJ
ajeer-202	311	6	-	-	PUNCT
ajeer-202	311	7	scale	scale	NOUN
ajeer-202	311	8	agriculture	agriculture	NOUN
ajeer-202	311	9	and	and	CCONJ
ajeer-202	311	10	fisheries	fishery	NOUN
ajeer-202	311	11	subsectors	subsector	NOUN
ajeer-202	311	12	.	.	PUNCT
ajeer-202	312	1	rome	rome	PROPN
ajeer-202	312	2	:	:	PUNCT
ajeer-202	313	1	fao	fao	PROPN
ajeer-202	313	2	.	.	PUNCT
ajeer-202	314	1	onumah	onumah	PROPN
ajeer-202	314	2	,	,	PUNCT
ajeer-202	314	3	g.e	g.e	PROPN
ajeer-202	314	4	.	.	PROPN
ajeer-202	314	5	,	,	PUNCT
ajeer-202	314	6	j.r	j.r	PROPN
ajeer-202	314	7	.	.	PROPN
ajeer-202	314	8	davis	davis	PROPN
ajeer-202	314	9	,	,	PUNCT
ajeer-202	314	10	u.	u.	PROPN
ajeer-202	314	11	kleih	kleih	PROPN
ajeer-202	314	12	and	and	CCONJ
ajeer-202	314	13	f.j	f.j	PROPN
ajeer-202	314	14	.	.	PROPN
ajeer-202	314	15	proctor	proctor	PROPN
ajeer-202	314	16	,	,	PUNCT
ajeer-202	314	17	2007	2007	NUM
ajeer-202	314	18	.	.	PUNCT
ajeer-202	315	1	empowering	empower	VERB
ajeer-202	315	2	smallholder	smallholder	NOUN
ajeer-202	315	3	farmers	farmer	NOUN
ajeer-202	315	4	in	in	ADP
ajeer-202	315	5	markets	market	NOUN
ajeer-202	315	6	:	:	PUNCT
ajeer-202	315	7	changing	change	VERB
ajeer-202	315	8	agricultural	agricultural	ADJ
ajeer-202	315	9	marketing	marketing	NOUN
ajeer-202	315	10	systems	system	NOUN
ajeer-202	315	11	and	and	CCONJ
ajeer-202	315	12	innovative	innovative	ADJ
ajeer-202	315	13	responses	response	NOUN
ajeer-202	315	14	by	by	ADP
ajeer-202	315	15	producer	producer	NOUN
ajeer-202	315	16	organisations	organisation	NOUN
ajeer-202	315	17	.	.	PUNCT
ajeer-202	316	1	european	european	ADJ
ajeer-202	316	2	consortium	consortium	PROPN
ajeer-202	316	3	for	for	ADP
ajeer-202	316	4	agricultural	agricultural	ADJ
ajeer-202	316	5	research	research	NOUN
ajeer-202	316	6	in	in	ADP
ajeer-202	316	7	the	the	DET
ajeer-202	316	8	tropics	tropic	NOUN
ajeer-202	316	9	/	/	SYM
ajeer-202	316	10	ifad	ifad	ADJ
ajeer-202	316	11	working	working	NOUN
ajeer-202	316	12	paper	paper	NOUN
ajeer-202	316	13	no	no	INTJ
ajeer-202	316	14	.	.	NOUN
ajeer-202	317	1	2	2	NUM
ajeer-202	317	2	.	.	X
ajeer-202	317	3	ortner	ortner	PROPN
ajeer-202	317	4	,	,	PUNCT
ajeer-202	317	5	k.m	k.m	PROPN
ajeer-202	317	6	.	.	PROPN
ajeer-202	317	7	,	,	PUNCT
ajeer-202	317	8	j.	j.	PROPN
ajeer-202	317	9	hambrusch	hambrusch	PROPN
ajeer-202	317	10	and	and	CCONJ
ajeer-202	317	11	j.	j.	PROPN
ajeer-202	317	12	kirner	kirner	PROPN
ajeer-202	317	13	,	,	PUNCT
ajeer-202	317	14	2000	2000	NUM
ajeer-202	317	15	.	.	PUNCT
ajeer-202	318	1	the	the	DET
ajeer-202	318	2	efficiency	efficiency	NOUN
ajeer-202	318	3	of	of	ADP
ajeer-202	318	4	dairy	dairy	NOUN
ajeer-202	318	5	farms	farm	NOUN
ajeer-202	318	6	in	in	ADP
ajeer-202	318	7	austria	austria	PROPN
ajeer-202	318	8	.	.	PUNCT
ajeer-202	319	1	do	do	VERB
ajeer-202	319	2	natural	natural	ADJ
ajeer-202	319	3	conditions	condition	NOUN
ajeer-202	319	4	matter	matter	NOUN
ajeer-202	319	5	?	?	PUNCT
ajeer-202	320	1	vienna	vienna	PROPN
ajeer-202	320	2	:	:	PUNCT
ajeer-202	320	3	federal	federal	PROPN
ajeer-202	320	4	institute	institute	PROPN
ajeer-202	320	5	of	of	ADP
ajeer-202	320	6	agricultural	agricultural	ADJ
ajeer-202	320	7	economics	economic	NOUN
ajeer-202	320	8	.	.	PUNCT
ajeer-202	321	1	otieno	otieno	PROPN
ajeer-202	321	2	,	,	PUNCT
ajeer-202	321	3	d.c	d.c	PROPN
ajeer-202	321	4	.	.	PROPN
ajeer-202	321	5	,	,	PUNCT
ajeer-202	321	6	d.	d.	PROPN
ajeer-202	321	7	irura	irura	PROPN
ajeer-202	321	8	,	,	PUNCT
ajeer-202	321	9	m.	m.	NOUN
ajeer-202	321	10	odhiambo	odhiambo	X
ajeer-202	321	11	and	and	CCONJ
ajeer-202	321	12	m.o	m.o	PROPN
ajeer-202	321	13	.	.	PROPN
ajeer-202	321	14	mairura	mairura	NOUN
ajeer-202	321	15	,	,	PUNCT
ajeer-202	321	16	2009	2009	NUM
ajeer-202	321	17	.	.	PUNCT
ajeer-202	322	1	economic	economic	ADJ
ajeer-202	322	2	evaluation	evaluation	NOUN
ajeer-202	322	3	of	of	ADP
ajeer-202	322	4	relative	relative	ADJ
ajeer-202	322	5	profitabiltiy	profitabiltiy	NOUN
ajeer-202	322	6	in	in	ADP
ajeer-202	322	7	smallholder	smallholder	NOUN
ajeer-202	322	8	dairy	dairy	NOUN
ajeer-202	322	9	farms	farm	NOUN
ajeer-202	322	10	in	in	ADP
ajeer-202	322	11	western	western	ADJ
ajeer-202	322	12	province	province	NOUN
ajeer-202	322	13	,	,	PUNCT
ajeer-202	322	14	departmwent	departmwent	NOUN
ajeer-202	322	15	of	of	ADP
ajeer-202	322	16	economics	economic	NOUN
ajeer-202	322	17	and	and	CCONJ
ajeer-202	322	18	agricultural	agricultural	ADJ
ajeer-202	322	19	resource	resource	NOUN
ajeer-202	322	20	manangement	manangement	NOUN
ajeer-202	322	21	.	.	PUNCT
ajeer-202	323	1	eldoret	eldoret	PROPN
ajeer-202	323	2	,	,	PUNCT
ajeer-202	323	3	kenya	kenya	PROPN
ajeer-202	323	4	:	:	PUNCT
ajeer-202	323	5	moi	moi	PROPN
ajeer-202	323	6	university	university	PROPN
ajeer-202	323	7	.	.	PUNCT
ajeer-202	324	1	otieno	otieno	PROPN
ajeer-202	324	2	,	,	PUNCT
ajeer-202	324	3	j.	j.	PROPN
ajeer-202	324	4	,	,	PUNCT
ajeer-202	324	5	j.	j.	PROPN
ajeer-202	324	6	omiti	omiti	PROPN
ajeer-202	324	7	,	,	PUNCT
ajeer-202	324	8	t.	t.	PROPN
ajeer-202	324	9	nyanamba	nyanamba	PROPN
ajeer-202	324	10	and	and	CCONJ
ajeer-202	324	11	e.	e.	PROPN
ajeer-202	324	12	mccullough	mccullough	PROPN
ajeer-202	324	13	,	,	PUNCT
ajeer-202	324	14	2009	2009	NUM
ajeer-202	324	15	.	.	PUNCT
ajeer-202	325	1	market	market	NOUN
ajeer-202	325	2	participation	participation	NOUN
ajeer-202	325	3	by	by	ADP
ajeer-202	325	4	vegetable	vegetable	NOUN
ajeer-202	325	5	farmers	farmer	NOUN
ajeer-202	325	6	in	in	ADP
ajeer-202	325	7	kenya	kenya	PROPN
ajeer-202	325	8	:	:	PUNCT
ajeer-202	325	9	a	a	DET
ajeer-202	325	10	comparison	comparison	NOUN
ajeer-202	325	11	of	of	ADP
ajeer-202	325	12	rural	rural	ADJ
ajeer-202	325	13	and	and	CCONJ
ajeer-202	325	14	peri	peri	NOUN
ajeer-202	325	15	-	-	PUNCT
ajeer-202	325	16	urban	urban	ADJ
ajeer-202	325	17	areas	area	NOUN
ajeer-202	325	18	.	.	PUNCT
ajeer-202	326	1	african	african	ADJ
ajeer-202	326	2	journal	journal	PROPN
ajeer-202	326	3	of	of	ADP
ajeer-202	326	4	agricultural	agricultural	ADJ
ajeer-202	326	5	research	research	NOUN
ajeer-202	326	6	,	,	PUNCT
ajeer-202	326	7	4(5	4(5	NUM
ajeer-202	326	8	):	):	PUNCT
ajeer-202	326	9	451	451	NUM
ajeer-202	326	10	-	-	SYM
ajeer-202	326	11	460	460	NUM
ajeer-202	326	12	.	.	PUNCT
ajeer-202	327	1	pundo	pundo	NOUN
ajeer-202	327	2	,	,	PUNCT
ajeer-202	327	3	m.o	m.o	PROPN
ajeer-202	327	4	.	.	PROPN
ajeer-202	327	5	and	and	CCONJ
ajeer-202	327	6	g.c.g	g.c.g	PROPN
ajeer-202	327	7	.	.	PROPN
ajeer-202	327	8	fraser	fraser	PROPN
ajeer-202	327	9	,	,	PUNCT
ajeer-202	327	10	2006	2006	NUM
ajeer-202	327	11	.	.	PUNCT
ajeer-202	328	1	multinomial	multinomial	PROPN
ajeer-202	328	2	logit	logit	VERB
ajeer-202	328	3	analysis	analysis	NOUN
ajeer-202	328	4	of	of	ADP
ajeer-202	328	5	household	household	NOUN
ajeer-202	328	6	cooking	cooking	NOUN
ajeer-202	328	7	fuel	fuel	NOUN
ajeer-202	328	8	choice	choice	NOUN
ajeer-202	328	9	in	in	ADP
ajeer-202	328	10	rural	rural	ADJ
ajeer-202	328	11	kenya	kenya	NOUN
ajeer-202	328	12	:	:	PUNCT
ajeer-202	328	13	the	the	DET
ajeer-202	328	14	case	case	NOUN
ajeer-202	328	15	of	of	ADP
ajeer-202	328	16	kisumu	kisumu	PROPN
ajeer-202	328	17	district	district	PROPN
ajeer-202	328	18	.	.	PUNCT
ajeer-202	329	1	agrekon	agrekon	PROPN
ajeer-202	329	2	,	,	PUNCT
ajeer-202	329	3	45(1	45(1	NOUN
ajeer-202	329	4	):	):	PUNCT
ajeer-202	329	5	24	24	NUM
ajeer-202	329	6	-	-	SYM
ajeer-202	329	7	37	37	NUM
ajeer-202	329	8	.	.	PUNCT
ajeer-202	330	1	rehber	rehber	PROPN
ajeer-202	330	2	,	,	PUNCT
ajeer-202	330	3	e.	e.	PROPN
ajeer-202	330	4	,	,	PUNCT
ajeer-202	330	5	1998	1998	NUM
ajeer-202	330	6	.	.	PUNCT
ajeer-202	331	1	vertical	vertical	ADJ
ajeer-202	331	2	integration	integration	NOUN
ajeer-202	331	3	in	in	ADP
ajeer-202	331	4	agriculture	agriculture	NOUN
ajeer-202	331	5	and	and	CCONJ
ajeer-202	331	6	contract	contract	NOUN
ajeer-202	331	7	farming	farming	NOUN
ajeer-202	331	8	:	:	PUNCT
ajeer-202	331	9	private	private	ADJ
ajeer-202	331	10	strategies	strategy	NOUN
ajeer-202	331	11	,	,	PUNCT
ajeer-202	331	12	public	public	ADJ
ajeer-202	331	13	strategies	strategy	NOUN
ajeer-202	331	14	and	and	CCONJ
ajeer-202	331	15	food	food	NOUN
ajeer-202	331	16	system	system	NOUN
ajeer-202	331	17	performance	performance	NOUN
ajeer-202	331	18	.	.	PUNCT
ajeer-202	332	1	usda	usda	NOUN
ajeer-202	332	2	land	land	PROPN
ajeer-202	332	3	grant	grant	PROPN
ajeer-202	332	4	university	university	NOUN
ajeer-202	332	5	research	research	NOUN
ajeer-202	332	6	project	project	NOUN
ajeer-202	332	7	,	,	PUNCT
ajeer-202	332	8	working	working	NOUN
ajeer-202	332	9	paper	paper	NOUN
ajeer-202	332	10	.	.	PUNCT
ajeer-202	333	1	journal	journal	NOUN
ajeer-202	333	2	of	of	ADP
ajeer-202	333	3	scientific	scientific	ADJ
ajeer-202	333	4	research	research	NOUN
ajeer-202	333	5	,	,	PUNCT
ajeer-202	333	6	2(1	2(1	NUM
ajeer-202	333	7	):	):	PUNCT
ajeer-202	333	8	14	14	NUM
ajeer-202	333	9	-	-	SYM
ajeer-202	333	10	20	20	NUM
ajeer-202	333	11	.	.	PUNCT
ajeer-202	334	1	republic	republic	PROPN
ajeer-202	334	2	of	of	ADP
ajeer-202	334	3	kenya	kenya	PROPN
ajeer-202	334	4	,	,	PUNCT
ajeer-202	334	5	2013	2013	NUM
ajeer-202	334	6	.	.	PUNCT
ajeer-202	335	1	micro	micro	PROPN
ajeer-202	335	2	and	and	CCONJ
ajeer-202	335	3	small	small	ADJ
ajeer-202	335	4	enterprises	enterprise	NOUN
ajeer-202	335	5	act	act	VERB
ajeer-202	335	6	no	no	INTJ
ajeer-202	335	7	.	.	NOUN
ajeer-202	335	8	55	55	NUM
ajeer-202	335	9	of	of	ADP
ajeer-202	335	10	2012	2012	NUM
ajeer-202	335	11	,	,	PUNCT
ajeer-202	335	12	national	national	ADJ
ajeer-202	335	13	council	council	PROPN
ajeer-202	335	14	for	for	ADP
ajeer-202	335	15	law	law	NOUN
ajeer-202	335	16	reporting	reporting	NOUN
ajeer-202	335	17	.	.	PUNCT
ajeer-202	336	1	kenya	kenya	NOUN
ajeer-202	336	2	:	:	PUNCT
ajeer-202	336	3	government	government	NOUN
ajeer-202	336	4	printer	printer	NOUN
ajeer-202	336	5	.	.	PUNCT
ajeer-202	337	1	shiferaw	shiferaw	PROPN
ajeer-202	337	2	,	,	PUNCT
ajeer-202	337	3	b.	b.	PROPN
ajeer-202	337	4	,	,	PUNCT
ajeer-202	337	5	g.	g.	PROPN
ajeer-202	337	6	obare	obare	PROPN
ajeer-202	337	7	and	and	CCONJ
ajeer-202	337	8	g.	g.	PROPN
ajeer-202	337	9	muricho	muricho	PROPN
ajeer-202	337	10	,	,	PUNCT
ajeer-202	337	11	2006	2006	NUM
ajeer-202	337	12	.	.	PUNCT
ajeer-202	338	1	rural	rural	ADJ
ajeer-202	338	2	institutions	institution	NOUN
ajeer-202	338	3	and	and	CCONJ
ajeer-202	338	4	producer	producer	NOUN
ajeer-202	338	5	organizations	organization	NOUN
ajeer-202	338	6	in	in	ADP
ajeer-202	338	7	imperfect	imperfect	ADJ
ajeer-202	338	8	markets	market	NOUN
ajeer-202	338	9	:	:	PUNCT
ajeer-202	338	10	experience	experience	NOUN
ajeer-202	338	11	from	from	ADP
ajeer-202	338	12	producer	producer	NOUN
ajeer-202	338	13	marketing	marketing	NOUN
ajeer-202	338	14	groups	group	NOUN
ajeer-202	338	15	in	in	ADP
ajeer-202	338	16	sem	sem	ADJ
ajeer-202	338	17	-	-	PUNCT
ajeer-202	338	18	arid	arid	ADJ
ajeer-202	338	19	eastern	eastern	ADJ
ajeer-202	338	20	kenya	kenya	PROPN
ajeer-202	338	21	.	.	PUNCT
ajeer-202	338	22	icrisat	icrisat	PROPN
ajeer-202	338	23	.	.	PUNCT
ajeer-202	339	1	journal	journal	PROPN
ajeer-202	339	2	of	of	ADP
ajeer-202	339	3	sat	sit	VERB
ajeer-202	339	4	agricultural	agricultural	ADJ
ajeer-202	339	5	research	research	NOUN
ajeer-202	339	6	,	,	PUNCT
ajeer-202	339	7	2(1	2(1	NUM
ajeer-202	339	8	):	):	PUNCT
ajeer-202	339	9	1	1	NUM
ajeer-202	339	10	–	–	SYM
ajeer-202	339	11	36	36	NUM
ajeer-202	339	12	.	.	PUNCT
ajeer-202	340	1	doi	doi	NOUN
ajeer-202	340	2	10.3914	10.3914	NUM
ajeer-202	340	3	/	/	SYM
ajeer-202	340	4	icrisat.0196	icrisat.0196	PROPN
ajeer-202	340	5	.	.	PUNCT
ajeer-202	340	6	sikawa	sikawa	PROPN
ajeer-202	340	7	,	,	PUNCT
ajeer-202	340	8	g.y	g.y	PROPN
ajeer-202	340	9	.	.	PROPN
ajeer-202	340	10	and	and	CCONJ
ajeer-202	340	11	j.	j.	PROPN
ajeer-202	340	12	mugisha	mugisha	PROPN
ajeer-202	340	13	,	,	PUNCT
ajeer-202	340	14	2010	2010	NUM
ajeer-202	340	15	.	.	PUNCT
ajeer-202	341	1	factors	factor	NOUN
ajeer-202	341	2	influencing	influence	VERB
ajeer-202	341	3	south	south	ADJ
ajeer-202	341	4	-	-	PUNCT
ajeer-202	341	5	western	western	ADJ
ajeer-202	341	6	uganda	uganda	PROPN
ajeer-202	341	7	dairy	dairy	NOUN
ajeer-202	341	8	farmers	farmer	NOUN
ajeer-202	341	9	choice	choice	NOUN
ajeer-202	341	10	of	of	ADP
ajeer-202	341	11	the	the	DET
ajeer-202	341	12	milk	milk	NOUN
ajeer-202	341	13	marketing	marketing	NOUN
ajeer-202	341	14	channel	channel	NOUN
ajeer-202	341	15	:	:	PUNCT
ajeer-202	341	16	a	a	DET
ajeer-202	341	17	case	case	NOUN
ajeer-202	341	18	study	study	NOUN
ajeer-202	341	19	of	of	ADP
ajeer-202	341	20	kirihura	kirihura	PROPN
ajeer-202	341	21	district	district	PROPN
ajeer-202	341	22	south	south	PROPN
ajeer-202	341	23	western	western	PROPN
ajeer-202	341	24	uganda	uganda	PROPN
ajeer-202	341	25	.	.	PUNCT
ajeer-202	342	1	research	research	NOUN
ajeer-202	342	2	report	report	NOUN
ajeer-202	342	3	series	series	NOUN
ajeer-202	342	4	,	,	PUNCT
ajeer-202	342	5	no	no	INTJ
ajeer-202	342	6	.	.	NOUN
ajeer-202	342	7	0856	0856	NUM
ajeer-202	342	8	-	-	PUNCT
ajeer-202	342	9	9681	9681	NUM
ajeer-202	342	10	.	.	PUNCT
ajeer-202	343	1	smallhloder	smallhloder	NOUN
ajeer-202	343	2	dairy	dairy	NOUN
ajeer-202	343	3	project	project	NOUN
ajeer-202	343	4	,	,	PUNCT
ajeer-202	343	5	2008	2008	NUM
ajeer-202	343	6	.	.	PUNCT
ajeer-202	344	1	competitiveness	competitiveness	NOUN
ajeer-202	344	2	of	of	ADP
ajeer-202	344	3	the	the	DET
ajeer-202	344	4	smallholder	smallholder	NOUN
ajeer-202	344	5	enterprises	enterprise	NOUN
ajeer-202	344	6	in	in	ADP
ajeer-202	344	7	kenya	kenya	PROPN
ajeer-202	344	8	.	.	PUNCT
ajeer-202	345	1	nairobi	nairobi	PROPN
ajeer-202	345	2	:	:	PUNCT
ajeer-202	345	3	kari	kari	X
ajeer-202	345	4	/	/	SYM
ajeer-202	345	5	irli	irli	PROPN
ajeer-202	345	6	/	/	SYM
ajeer-202	345	7	dfid	dfid	PROPN
ajeer-202	345	8	,	,	PUNCT
ajeer-202	345	9	kenya	kenya	PROPN
ajeer-202	345	10	.	.	PUNCT
ajeer-202	346	1	http://www.fao.org/fileadmin/user_upload/save-food/pdf/kenya_food_loss_studies.pdf	http://www.fao.org/fileadmin/user_upload/save-food/pdf/kenya_food_loss_studies.pdf	PROPN
ajeer-202	346	2	http://www.lrrd.org/lrrd19/9/mbur19134.htm	http://www.lrrd.org/lrrd19/9/mbur19134.htm	DET
ajeer-202	346	3	http://elearning.jkuat.ac.ke/journals/ojs/index.php/jscp	http://elearning.jkuat.ac.ke/journals/ojs/index.php/jscp	ADJ
ajeer-202	346	4	asian	asian	ADJ
ajeer-202	346	5	journal	journal	NOUN
ajeer-202	346	6	of	of	ADP
ajeer-202	346	7	economics	economic	NOUN
ajeer-202	346	8	and	and	CCONJ
ajeer-202	346	9	empirical	empirical	ADJ
ajeer-202	346	10	research	research	NOUN
ajeer-202	346	11	,	,	PUNCT
ajeer-202	346	12	2015	2015	NUM
ajeer-202	346	13	,	,	PUNCT
ajeer-202	346	14	2(2):83	2(2):83	NUM
ajeer-202	346	15	-	-	SYM
ajeer-202	346	16	90	90	NUM
ajeer-202	346	17	90	90	NUM
ajeer-202	346	18	staal	staal	NOUN
ajeer-202	346	19	,	,	PUNCT
ajeer-202	346	20	s.j	s.j	PROPN
ajeer-202	346	21	.	.	PROPN
ajeer-202	346	22	,	,	PUNCT
ajeer-202	346	23	a.n	a.n	PROPN
ajeer-202	346	24	.	.	PROPN
ajeer-202	346	25	pratt	pratt	PROPN
ajeer-202	346	26	and	and	CCONJ
ajeer-202	346	27	m.	m.	NOUN
ajeer-202	346	28	jabbar	jabbar	PROPN
ajeer-202	346	29	,	,	PUNCT
ajeer-202	346	30	2006	2006	NUM
ajeer-202	346	31	.	.	PUNCT
ajeer-202	347	1	dairy	dairy	NOUN
ajeer-202	347	2	development	development	NOUN
ajeer-202	347	3	for	for	ADP
ajeer-202	347	4	the	the	DET
ajeer-202	347	5	resource	resource	NOUN
ajeer-202	347	6	poor	poor	ADJ
ajeer-202	347	7	part	part	NOUN
ajeer-202	347	8	2	2	NUM
ajeer-202	347	9	:	:	PUNCT
ajeer-202	347	10	kenya	kenya	PROPN
ajeer-202	347	11	and	and	CCONJ
ajeer-202	347	12	ethiopia	ethiopia	PROPN
ajeer-202	347	13	dairy	dairy	NOUN
ajeer-202	347	14	development	development	NOUN
ajeer-202	347	15	case	case	NOUN
ajeer-202	347	16	studies	study	NOUN
ajeer-202	347	17	.	.	PUNCT
ajeer-202	348	1	pplpi	pplpi	NOUN
ajeer-202	348	2	working	working	PROPN
ajeer-202	348	3	paper	paper	PROPN
ajeer-202	348	4	no	no	INTJ
ajeer-202	348	5	.	.	PROPN
ajeer-202	348	6	44	44	NUM
ajeer-202	348	7	-	-	SYM
ajeer-202	348	8	2	2	NUM
ajeer-202	348	9	.	.	PUNCT
ajeer-202	349	1	nairobi	nairobi	PROPN
ajeer-202	349	2	:	:	PUNCT
ajeer-202	349	3	ilri	ilri	NOUN
ajeer-202	349	4	/	/	SYM
ajeer-202	349	5	fao	fao	NOUN
ajeer-202	349	6	.	.	PUNCT
ajeer-202	350	1	staal	staal	PROPN
ajeer-202	350	2	,	,	PUNCT
ajeer-202	350	3	s.j	s.j	PROPN
ajeer-202	350	4	.	.	PROPN
ajeer-202	350	5	,	,	PUNCT
ajeer-202	350	6	a.n	a.n	PROPN
ajeer-202	350	7	.	.	PROPN
ajeer-202	350	8	pratt	pratt	PROPN
ajeer-202	350	9	and	and	CCONJ
ajeer-202	350	10	m.	m.	NOUN
ajeer-202	350	11	jabbar	jabbar	PROPN
ajeer-202	350	12	,	,	PUNCT
ajeer-202	350	13	2008	2008	NUM
ajeer-202	350	14	.	.	PUNCT
ajeer-202	351	1	dairy	dairy	NOUN
ajeer-202	351	2	development	development	NOUN
ajeer-202	351	3	for	for	ADP
ajeer-202	351	4	the	the	DET
ajeer-202	351	5	resource	resource	NOUN
ajeer-202	351	6	poor	poor	ADJ
ajeer-202	351	7	part	part	NOUN
ajeer-202	351	8	2	2	NUM
ajeer-202	351	9	:	:	PUNCT
ajeer-202	351	10	kenya	kenya	PROPN
ajeer-202	351	11	and	and	CCONJ
ajeer-202	351	12	ethiopia	ethiopia	PROPN
ajeer-202	351	13	dairy	dairy	NOUN
ajeer-202	351	14	development	development	NOUN
ajeer-202	351	15	case	case	NOUN
ajeer-202	351	16	studies	study	NOUN
ajeer-202	351	17	.	.	PUNCT
ajeer-202	352	1	pplpi	pplpi	NOUN
ajeer-202	352	2	working	working	PROPN
ajeer-202	352	3	paper	paper	PROPN
ajeer-202	352	4	no	no	INTJ
ajeer-202	352	5	.	.	PROPN
ajeer-202	352	6	44	44	NUM
ajeer-202	352	7	-	-	SYM
ajeer-202	352	8	2	2	NUM
ajeer-202	352	9	.	.	PUNCT
ajeer-202	353	1	nairobi	nairobi	PROPN
ajeer-202	353	2	,	,	PUNCT
ajeer-202	353	3	ilri	ilri	NOUN
ajeer-202	353	4	/	/	SYM
ajeer-202	353	5	fao	fao	NOUN
ajeer-202	353	6	.	.	PUNCT
ajeer-202	353	7	tsourgiannis	tsourgiannis	PROPN
ajeer-202	353	8	,	,	PUNCT
ajeer-202	353	9	l.	l.	PROPN
ajeer-202	353	10	,	,	PUNCT
ajeer-202	353	11	j.	j.	PROPN
ajeer-202	353	12	edison	edison	PROPN
ajeer-202	353	13	and	and	CCONJ
ajeer-202	353	14	m.	m.	PROPN
ajeer-202	353	15	warren	warren	PROPN
ajeer-202	353	16	,	,	PUNCT
ajeer-202	353	17	2008	2008	NUM
ajeer-202	353	18	.	.	PUNCT
ajeer-202	354	1	factors	factor	NOUN
ajeer-202	354	2	affecting	affect	VERB
ajeer-202	354	3	the	the	DET
ajeer-202	354	4	marketing	marketing	NOUN
ajeer-202	354	5	channel	channel	NOUN
ajeer-202	354	6	choice	choice	NOUN
ajeer-202	354	7	of	of	ADP
ajeer-202	354	8	sheep	sheep	NOUN
ajeer-202	354	9	and	and	CCONJ
ajeer-202	354	10	goat	goat	PROPN
ajeer-202	354	11	farmers	farmer	NOUN
ajeer-202	354	12	in	in	ADP
ajeer-202	354	13	the	the	DET
ajeer-202	354	14	region	region	NOUN
ajeer-202	354	15	of	of	ADP
ajeer-202	354	16	east	east	PROPN
ajeer-202	354	17	macedonia	macedonia	PROPN
ajeer-202	354	18	in	in	ADP
ajeer-202	354	19	greece	greece	PROPN
ajeer-202	354	20	.	.	PUNCT
ajeer-202	355	1	regarding	regard	VERB
ajeer-202	355	2	the	the	DET
ajeer-202	355	3	distribution	distribution	NOUN
ajeer-202	355	4	of	of	ADP
ajeer-202	355	5	their	their	PRON
ajeer-202	355	6	milk	milk	NOUN
ajeer-202	355	7	production	production	NOUN
ajeer-202	355	8	.	.	PUNCT
ajeer-202	356	1	small	small	ADJ
ajeer-202	356	2	ruminant	ruminant	PROPN
ajeer-202	356	3	research	research	NOUN
ajeer-202	356	4	,	,	PUNCT
ajeer-202	356	5	79(1	79(1	NUM
ajeer-202	356	6	):	):	PUNCT
ajeer-202	356	7	87	87	NUM
ajeer-202	356	8	-	-	SYM
ajeer-202	356	9	97	97	NUM
ajeer-202	356	10	.	.	PUNCT
ajeer-202	356	11	tsourgiannis	tsourgiannis	PROPN
ajeer-202	356	12	,	,	PUNCT
ajeer-202	356	13	l.	l.	PROPN
ajeer-202	356	14	,	,	PUNCT
ajeer-202	356	15	a.	a.	PROPN
ajeer-202	356	16	errington	errington	PROPN
ajeer-202	356	17	and	and	CCONJ
ajeer-202	356	18	j.	j.	PROPN
ajeer-202	356	19	eddison	eddison	PROPN
ajeer-202	356	20	,	,	PUNCT
ajeer-202	356	21	2002	2002	NUM
ajeer-202	356	22	.	.	PUNCT
ajeer-202	357	1	marketing	marketing	NOUN
ajeer-202	357	2	strategies	strategy	NOUN
ajeer-202	357	3	of	of	ADP
ajeer-202	357	4	agricultural	agricultural	ADJ
ajeer-202	357	5	producers	producer	NOUN
ajeer-202	357	6	in	in	ADP
ajeer-202	357	7	objective	objective	ADJ
ajeer-202	357	8	one	one	NUM
ajeer-202	357	9	greek	greek	ADJ
ajeer-202	357	10	regions	region	NOUN
ajeer-202	357	11	:	:	PUNCT
ajeer-202	357	12	the	the	DET
ajeer-202	357	13	factors	factor	NOUN
ajeer-202	357	14	affecting	affect	VERB
ajeer-202	357	15	the	the	DET
ajeer-202	357	16	selection	selection	NOUN
ajeer-202	357	17	of	of	ADP
ajeer-202	357	18	marketing	marketing	NOUN
ajeer-202	357	19	channels	channel	NOUN
ajeer-202	357	20	of	of	ADP
ajeer-202	357	21	sheep	sheep	NOUN
ajeer-202	357	22	and	and	CCONJ
ajeer-202	357	23	goat	goat	PROPN
ajeer-202	357	24	producers	producer	NOUN
ajeer-202	357	25	.	.	PUNCT
ajeer-202	358	1	drake	drake	PROPN
ajeer-202	358	2	circus	circus	PROPN
ajeer-202	358	3	.	.	PUNCT
ajeer-202	359	1	plymouth	plymouth	PROPN
ajeer-202	359	2	,	,	PUNCT
ajeer-202	359	3	uk	uk	PROPN
ajeer-202	359	4	:	:	PUNCT
ajeer-202	359	5	school	school	NOUN
ajeer-202	359	6	of	of	ADP
ajeer-202	359	7	geography	geography	NOUN
ajeer-202	359	8	,	,	PUNCT
ajeer-202	359	9	university	university	NOUN
ajeer-202	359	10	of	of	ADP
ajeer-202	359	11	plymouth	plymouth	PROPN
ajeer-202	359	12	.	.	PUNCT
ajeer-202	360	1	tursinbek	tursinbek	PROPN
ajeer-202	360	2	,	,	PUNCT
ajeer-202	360	3	s.	s.	PROPN
ajeer-202	360	4	and	and	CCONJ
ajeer-202	360	5	l.	l.	PROPN
ajeer-202	360	6	karin	karin	PROPN
ajeer-202	360	7	,	,	PUNCT
ajeer-202	360	8	2010	2010	NUM
ajeer-202	360	9	.	.	PUNCT
ajeer-202	361	1	do	do	AUX
ajeer-202	361	2	institutional	institutional	ADJ
ajeer-202	361	3	incentives	incentive	NOUN
ajeer-202	361	4	matter	matter	ADV
ajeer-202	361	5	for	for	SCONJ
ajeer-202	361	6	famers	famer	NOUN
ajeer-202	361	7	to	to	PART
ajeer-202	361	8	join	join	VERB
ajeer-202	361	9	cooperatives	cooperative	NOUN
ajeer-202	361	10	.	.	PUNCT
ajeer-202	362	1	a	a	DET
ajeer-202	362	2	comparison	comparison	NOUN
ajeer-202	362	3	of	of	ADP
ajeer-202	362	4	two	two	NUM
ajeer-202	362	5	chinese	chinese	ADJ
ajeer-202	362	6	regions	region	NOUN
ajeer-202	362	7	with	with	ADP
ajeer-202	362	8	different	different	ADJ
ajeer-202	362	9	levels	level	NOUN
ajeer-202	362	10	of	of	ADP
ajeer-202	362	11	economic	economic	ADJ
ajeer-202	362	12	and	and	CCONJ
ajeer-202	362	13	social	social	ADJ
ajeer-202	362	14	development	development	NOUN
ajeer-202	362	15	.	.	PUNCT
ajeer-202	363	1	leibniz	leibniz	PROPN
ajeer-202	363	2	institute	institute	PROPN
ajeer-202	363	3	of	of	ADP
ajeer-202	363	4	agricultural	agricultural	ADJ
ajeer-202	363	5	development	development	NOUN
ajeer-202	363	6	in	in	ADP
ajeer-202	363	7	central	central	ADJ
ajeer-202	363	8	and	and	CCONJ
ajeer-202	363	9	eastern	eastern	ADJ
ajeer-202	363	10	europe	europe	PROPN
ajeer-202	363	11	.	.	PUNCT
ajeer-202	364	1	hangzhou	hangzhou	PROPN
ajeer-202	364	2	,	,	PUNCT
ajeer-202	364	3	china	china	PROPN
ajeer-202	364	4	:	:	PUNCT
ajeer-202	364	5	china	china	PROPN
ajeer-202	364	6	academy	academy	PROPN
ajeer-202	364	7	for	for	ADP
ajeer-202	364	8	rural	rural	ADJ
ajeer-202	364	9	development	development	NOUN
ajeer-202	364	10	(	(	PUNCT
ajeer-202	364	11	card	card	NOUN
ajeer-202	364	12	)	)	PUNCT
ajeer-202	364	13	,	,	PUNCT
ajeer-202	364	14	zhejiang	zhejiang	PROPN
ajeer-202	364	15	university	university	PROPN
ajeer-202	364	16	.	.	PUNCT
ajeer-202	364	17	vijay	vijay	PROPN
ajeer-202	364	18	,	,	PUNCT
ajeer-202	364	19	p.s	p.s	PROPN
ajeer-202	364	20	.	.	PROPN
ajeer-202	364	21	,	,	PUNCT
ajeer-202	364	22	k.	k.	PROPN
ajeer-202	364	23	kalpesh	kalpesh	PROPN
ajeer-202	364	24	and	and	CCONJ
ajeer-202	364	25	v.	v.	ADP
ajeer-202	364	26	raj	raj	PROPN
ajeer-202	364	27	,	,	PUNCT
ajeer-202	364	28	2009	2009	NUM
ajeer-202	364	29	.	.	PUNCT
ajeer-202	365	1	determinants	determinant	NOUN
ajeer-202	365	2	of	of	ADP
ajeer-202	365	3	small	small	ADJ
ajeer-202	365	4	-	-	PUNCT
ajeer-202	365	5	scale	scale	NOUN
ajeer-202	365	6	farmer	farmer	NOUN
ajeer-202	365	7	inclusion	inclusion	NOUN
ajeer-202	365	8	in	in	ADP
ajeer-202	365	9	emerging	emerge	VERB
ajeer-202	365	10	modern	modern	ADJ
ajeer-202	365	11	agri	agri	NOUN
ajeer-202	365	12	-	-	PUNCT
ajeer-202	365	13	food	food	NOUN
ajeer-202	365	14	markets	market	NOUN
ajeer-202	365	15	:	:	PUNCT
ajeer-202	365	16	a	a	DET
ajeer-202	365	17	study	study	NOUN
ajeer-202	365	18	of	of	ADP
ajeer-202	365	19	the	the	DET
ajeer-202	365	20	dairy	dairy	NOUN
ajeer-202	365	21	industry	industry	NOUN
ajeer-202	365	22	in	in	ADP
ajeer-202	365	23	india	india	PROPN
ajeer-202	365	24	.	.	PUNCT
ajeer-202	366	1	indian	indian	PROPN
ajeer-202	366	2	institute	institute	PROPN
ajeer-202	366	3	of	of	ADP
ajeer-202	366	4	mangement	mangement	PROPN
ajeer-202	366	5	ahmedabad	ahmedabad	PROPN
ajeer-202	366	6	india	india	PROPN
ajeer-202	366	7	,	,	PUNCT
ajeer-202	366	8	working	working	NOUN
ajeer-202	366	9	paper	paper	NOUN
ajeer-202	366	10	.	.	PUNCT
ajeer-202	367	1	working	working	NOUN
ajeer-202	367	2	paper	paper	PROPN
ajeer-202	367	3	no	no	INTJ
ajeer-202	367	4	.	.	PUNCT
ajeer-202	367	5	2009	2009	NUM
ajeer-202	367	6	-	-	SYM
ajeer-202	367	7	02	02	NUM
ajeer-202	367	8	-	-	PUNCT
ajeer-202	367	9	01	01	NUM
ajeer-202	367	10	.	.	PUNCT
ajeer-202	368	1	ahmedabad	ahmedabad	PROPN
ajeer-202	368	2	:	:	PUNCT
ajeer-202	368	3	indian	indian	PROPN
ajeer-202	368	4	institute	institute	PROPN
ajeer-202	368	5	of	of	ADP
ajeer-202	368	6	management	management	PROPN
ajeer-202	368	7	.	.	PUNCT
ajeer-202	369	1	wambugu	wambugu	ADJ
ajeer-202	369	2	,	,	PUNCT
ajeer-202	369	3	m.n	m.n	PROPN
ajeer-202	369	4	.	.	PROPN
ajeer-202	369	5	,	,	PUNCT
ajeer-202	369	6	2000	2000	NUM
ajeer-202	369	7	.	.	PUNCT
ajeer-202	369	8	extension	extension	NOUN
ajeer-202	369	9	and	and	CCONJ
ajeer-202	369	10	its	its	PRON
ajeer-202	369	11	effect	effect	NOUN
ajeer-202	369	12	on	on	ADP
ajeer-202	369	13	dairy	dairy	NOUN
ajeer-202	369	14	cattle	cattle	NOUN
ajeer-202	369	15	nutrition	nutrition	NOUN
ajeer-202	369	16	and	and	CCONJ
ajeer-202	369	17	productivity	productivity	NOUN
ajeer-202	369	18	in	in	ADP
ajeer-202	369	19	smallholder	smallholder	NOUN
ajeer-202	369	20	dairy	dairy	NOUN
ajeer-202	369	21	enterprises	enterprise	NOUN
ajeer-202	369	22	in	in	ADP
ajeer-202	369	23	kiambu	kiambu	PROPN
ajeer-202	369	24	.	.	PUNCT
ajeer-202	370	1	m.sc	m.sc	PROPN
ajeer-202	370	2	.	.	PUNCT
ajeer-202	371	1	thesis	thesis	NOUN
ajeer-202	371	2	,	,	PUNCT
ajeer-202	371	3	university	university	NOUN
ajeer-202	371	4	of	of	ADP
ajeer-202	371	5	nairobi	nairobi	PROPN
ajeer-202	371	6	.	.	PUNCT
ajeer-202	372	1	wambugu	wambugu	ADJ
ajeer-202	372	2	,	,	PUNCT
ajeer-202	372	3	s.	s.	PROPN
ajeer-202	372	4	,	,	PUNCT
ajeer-202	372	5	l.	l.	PROPN
ajeer-202	372	6	kirimi	kirimi	PROPN
ajeer-202	372	7	and	and	CCONJ
ajeer-202	372	8	j.	j.	PROPN
ajeer-202	372	9	opiyo	opiyo	PROPN
ajeer-202	372	10	,	,	PUNCT
ajeer-202	372	11	2011	2011	NUM
ajeer-202	372	12	.	.	PUNCT
ajeer-202	373	1	productivity	productivity	NOUN
ajeer-202	373	2	trends	trend	NOUN
ajeer-202	373	3	and	and	CCONJ
ajeer-202	373	4	performance	performance	NOUN
ajeer-202	373	5	of	of	ADP
ajeer-202	373	6	dairy	dairy	NOUN
ajeer-202	373	7	farming	farming	NOUN
ajeer-202	373	8	in	in	ADP
ajeer-202	373	9	kenya	kenya	PROPN
ajeer-202	373	10	.	.	PUNCT
ajeer-202	374	1	tegemeo	tegemeo	NOUN
ajeer-202	374	2	working	working	PROPN
ajeer-202	374	3	paper	paper	NOUN
ajeer-202	374	4	no	no	INTJ
ajeer-202	374	5	.	.	PUNCT
ajeer-202	375	1	43/2011	43/2011	NUM
ajeer-202	375	2	,	,	PUNCT
ajeer-202	375	3	tegemeo	tegemeo	NOUN
ajeer-202	375	4	,	,	PUNCT
ajeer-202	375	5	nairobi	nairobi	PROPN
ajeer-202	375	6	.	.	PUNCT
ajeer-202	376	1	yayar	yayar	PROPN
ajeer-202	376	2	,	,	PUNCT
ajeer-202	376	3	r.	r.	PROPN
ajeer-202	376	4	,	,	PUNCT
ajeer-202	376	5	2012	2012	NUM
ajeer-202	376	6	.	.	PUNCT
ajeer-202	377	1	consumer	consumer	NOUN
ajeer-202	377	2	characteristics	characteristic	NOUN
ajeer-202	377	3	influencing	influence	VERB
ajeer-202	377	4	milk	milk	NOUN
ajeer-202	377	5	consumption	consumption	NOUN
ajeer-202	377	6	preference	preference	NOUN
ajeer-202	377	7	.	.	PUNCT
ajeer-202	378	1	the	the	DET
ajeer-202	378	2	turkey	turkey	NOUN
ajeer-202	378	3	case	case	NOUN
ajeer-202	378	4	.	.	PUNCT
ajeer-202	379	1	theoretical	theoretical	ADJ
ajeer-202	379	2	and	and	CCONJ
ajeer-202	379	3	applied	apply	VERB
ajeer-202	379	4	economics	economic	NOUN
ajeer-202	379	5	,	,	PUNCT
ajeer-202	379	6	19(7	19(7	PROPN
ajeer-202	379	7	):	):	PUNCT
ajeer-202	379	8	25	25	NUM
ajeer-202	379	9	-	-	SYM
ajeer-202	379	10	42	42	NUM
ajeer-202	379	11	.	.	PUNCT
ajeer-202	380	1	bibliography	bibliography	NOUN
ajeer-202	380	2	fao	fao	PROPN
ajeer-202	380	3	,	,	PUNCT
ajeer-202	380	4	2011	2011	NUM
ajeer-202	380	5	.	.	PUNCT
ajeer-202	381	1	dairy	dairy	NOUN
ajeer-202	381	2	development	development	NOUN
ajeer-202	381	3	in	in	ADP
ajeer-202	381	4	kenya	kenya	PROPN
ajeer-202	381	5	.	.	PUNCT
ajeer-202	382	1	rome	rome	PROPN
ajeer-202	382	2	:	:	PUNCT
ajeer-202	383	1	h.g	h.g	PROPN
ajeer-202	383	2	.	.	PROPN
ajeer-202	383	3	muriuki	muriuki	PROPN
ajeer-202	383	4	.	.	PUNCT
ajeer-202	383	5	hoffman	hoffman	PROPN
ajeer-202	383	6	,	,	PUNCT
ajeer-202	383	7	s.d	s.d	PROPN
ajeer-202	383	8	.	.	PROPN
ajeer-202	383	9	and	and	CCONJ
ajeer-202	383	10	g.j	g.j	PROPN
ajeer-202	383	11	.	.	PROPN
ajeer-202	383	12	duncan	duncan	PROPN
ajeer-202	383	13	,	,	PUNCT
ajeer-202	383	14	1987	1987	NUM
ajeer-202	383	15	.	.	PUNCT
ajeer-202	384	1	remarriage	remarriage	NOUN
ajeer-202	384	2	and	and	CCONJ
ajeer-202	384	3	welfare	welfare	NOUN
ajeer-202	384	4	choices	choice	NOUN
ajeer-202	384	5	of	of	ADP
ajeer-202	384	6	divorced	divorce	VERB
ajeer-202	384	7	and	and	CCONJ
ajeer-202	384	8	separated	separate	VERB
ajeer-202	384	9	women	woman	NOUN
ajeer-202	384	10	:	:	PUNCT
ajeer-202	384	11	unpublished	unpublished	ADJ
ajeer-202	384	12	manuscript	manuscript	NOUN
ajeer-202	384	13	,	,	PUNCT
ajeer-202	384	14	university	university	PROPN
ajeer-202	384	15	of	of	ADP
ajeer-202	384	16	delaware	delaware	PROPN
ajeer-202	384	17	press	press	PROPN
ajeer-202	384	18	.	.	PUNCT
ajeer-202	385	1	kwakwa	kwakwa	PROPN
ajeer-202	385	2	,	,	PUNCT
ajeer-202	385	3	p.	p.	PROPN
ajeer-202	385	4	,	,	PUNCT
ajeer-202	385	5	d.	d.	PROPN
ajeer-202	385	6	wiafe	wiafe	PROPN
ajeer-202	385	7	and	and	CCONJ
ajeer-202	385	8	a.	a.	NOUN
ajeer-202	385	9	hamdiyah	hamdiyah	PROPN
ajeer-202	385	10	,	,	PUNCT
ajeer-202	385	11	2013	2013	NUM
ajeer-202	385	12	.	.	PUNCT
ajeer-202	386	1	households	household	VERB
ajeer-202	386	2	energy	energy	NOUN
ajeer-202	386	3	choice	choice	NOUN
ajeer-202	386	4	in	in	ADP
ajeer-202	386	5	ghana	ghana	PROPN
ajeer-202	386	6	.	.	PUNCT
ajeer-202	387	1	journal	journal	PROPN
ajeer-202	387	2	of	of	ADP
ajeer-202	387	3	empirical	empirical	ADJ
ajeer-202	387	4	economics	economic	NOUN
ajeer-202	387	5	,	,	PUNCT
ajeer-202	387	6	3(1	3(1	NUM
ajeer-202	387	7	):	):	PUNCT
ajeer-202	387	8	96	96	NUM
ajeer-202	387	9	-	-	SYM
ajeer-202	387	10	103	103	NUM
ajeer-202	387	11	.	.	PUNCT
ajeer-202	388	1	mulu	mulu	NOUN
ajeer-202	388	2	-	-	PUNCT
ajeer-202	388	3	mutuku	mutuku	PROPN
ajeer-202	388	4	,	,	PUNCT
ajeer-202	388	5	m.	m.	NOUN
ajeer-202	388	6	,	,	PUNCT
ajeer-202	388	7	a.	a.	PROPN
ajeer-202	388	8	ali	ali	PROPN
ajeer-202	388	9	-	-	PUNCT
ajeer-202	388	10	olubandwa	olubandwa	PROPN
ajeer-202	388	11	and	and	CCONJ
ajeer-202	388	12	d.	d.	PROPN
ajeer-202	388	13	odero	odero	NOUN
ajeer-202	388	14	-	-	PUNCT
ajeer-202	388	15	wanga	wanga	ADJ
ajeer-202	388	16	,	,	PUNCT
ajeer-202	388	17	2006	2006	NUM
ajeer-202	388	18	.	.	PUNCT
ajeer-202	389	1	challenges	challenge	NOUN
ajeer-202	389	2	to	to	PART
ajeer-202	389	3	advancement	advancement	VERB
ajeer-202	389	4	of	of	ADP
ajeer-202	389	5	women	woman	NOUN
ajeer-202	389	6	–	–	PUNCT
ajeer-202	389	7	owned	own	VERB
ajeer-202	389	8	dairy	dairy	NOUN
ajeer-202	389	9	processing	processing	NOUN
ajeer-202	389	10	microenterprises	microenterprise	NOUN
ajeer-202	389	11	in	in	ADP
ajeer-202	389	12	kenya	kenya	PROPN
ajeer-202	389	13	.	.	PUNCT
ajeer-202	390	1	in	in	ADP
ajeer-202	390	2	gender	gender	NOUN
ajeer-202	390	3	inequality	inequality	NOUN
ajeer-202	390	4	in	in	ADP
ajeer-202	390	5	kenya	kenya	PROPN
ajeer-202	390	6	eds	eds	PROPN
ajeer-202	390	7	.	.	PUNCT
ajeer-202	390	8	eunice	eunice	PROPN
ajeer-202	390	9	smith	smith	PROPN
ajeer-202	390	10	.	.	PUNCT
ajeer-202	391	1	paris	paris	PROPN
ajeer-202	391	2	france	france	PROPN
ajeer-202	391	3	:	:	PUNCT
ajeer-202	391	4	unesco	unesco	PROPN
ajeer-202	391	5	.	.	PUNCT
ajeer-202	392	1	muriuki	muriuki	PROPN
ajeer-202	392	2	,	,	PUNCT
ajeer-202	392	3	h.g	h.g	PROPN
ajeer-202	392	4	.	.	PROPN
ajeer-202	392	5	,	,	PUNCT
ajeer-202	392	6	2003	2003	NUM
ajeer-202	392	7	.	.	PUNCT
ajeer-202	393	1	milk	milk	NOUN
ajeer-202	393	2	and	and	CCONJ
ajeer-202	393	3	dairy	dairy	NOUN
ajeer-202	393	4	products	product	NOUN
ajeer-202	393	5	,	,	PUNCT
ajeer-202	393	6	post	post	ADJ
ajeer-202	393	7	-	-	ADJ
ajeer-202	393	8	harvest	harvest	ADJ
ajeer-202	393	9	losses	loss	NOUN
ajeer-202	393	10	and	and	CCONJ
ajeer-202	393	11	food	food	NOUN
ajeer-202	393	12	safety	safety	NOUN
ajeer-202	393	13	in	in	ADP
ajeer-202	393	14	sub	sub	ADJ
ajeer-202	393	15	-	-	ADJ
ajeer-202	393	16	saharan	saharan	ADJ
ajeer-202	393	17	africa	africa	PROPN
ajeer-202	393	18	and	and	CCONJ
ajeer-202	393	19	the	the	DET
ajeer-202	393	20	near	near	PROPN
ajeer-202	393	21	east	east	PROPN
ajeer-202	393	22	,	,	PUNCT
ajeer-202	393	23	a	a	DET
ajeer-202	393	24	review	review	NOUN
ajeer-202	393	25	of	of	ADP
ajeer-202	393	26	the	the	DET
ajeer-202	393	27	small	small	ADJ
ajeer-202	393	28	scale	scale	NOUN
ajeer-202	393	29	dairy	dairy	NOUN
ajeer-202	393	30	sector	sector	NOUN
ajeer-202	393	31	kenya	kenya	NOUN
ajeer-202	393	32	.	.	PUNCT
ajeer-202	394	1	rome	rome	PROPN
ajeer-202	394	2	,	,	PUNCT
ajeer-202	394	3	italy	italy	PROPN
ajeer-202	394	4	:	:	PUNCT
ajeer-202	394	5	food	food	NOUN
ajeer-202	394	6	and	and	CCONJ
ajeer-202	394	7	agricultural	agricultural	ADJ
ajeer-202	394	8	organization	organization	NOUN
ajeer-202	394	9	.	.	PUNCT
ajeer-202	395	1	omiti	omiti	PROPN
ajeer-202	395	2	,	,	PUNCT
ajeer-202	395	3	j.	j.	PROPN
ajeer-202	395	4	,	,	PUNCT
ajeer-202	395	5	j.	j.	PROPN
ajeer-202	395	6	otieno	otieno	PROPN
ajeer-202	395	7	,	,	PUNCT
ajeer-202	395	8	t.	t.	NOUN
ajeer-202	395	9	nyanamba	nyanamba	X
ajeer-202	395	10	and	and	CCONJ
ajeer-202	395	11	e.	e.	PROPN
ajeer-202	395	12	mcculough	mcculough	PROPN
ajeer-202	395	13	,	,	PUNCT
ajeer-202	395	14	2009	2009	NUM
ajeer-202	395	15	.	.	PUNCT
ajeer-202	396	1	factors	factor	NOUN
ajeer-202	396	2	influencing	influence	VERB
ajeer-202	396	3	the	the	DET
ajeer-202	396	4	intensity	intensity	NOUN
ajeer-202	396	5	of	of	ADP
ajeer-202	396	6	market	market	NOUN
ajeer-202	396	7	participation	participation	NOUN
ajeer-202	396	8	by	by	ADP
ajeer-202	396	9	smallholder	smallholder	NOUN
ajeer-202	396	10	farmers	farmer	NOUN
ajeer-202	396	11	:	:	PUNCT
ajeer-202	396	12	a	a	DET
ajeer-202	396	13	case	case	NOUN
ajeer-202	396	14	study	study	NOUN
ajeer-202	396	15	of	of	ADP
ajeer-202	396	16	rural	rural	ADJ
ajeer-202	396	17	and	and	CCONJ
ajeer-202	396	18	peri	peri	NOUN
ajeer-202	396	19	-	-	PUNCT
ajeer-202	396	20	urban	urban	ADJ
ajeer-202	396	21	areas	area	NOUN
ajeer-202	396	22	of	of	ADP
ajeer-202	396	23	kenya	kenya	PROPN
ajeer-202	396	24	.	.	PUNCT
ajeer-202	397	1	afjare	afjare	PROPN
ajeer-202	397	2	,	,	PUNCT
ajeer-202	397	3	3(1	3(1	NUM
ajeer-202	397	4	):	):	PUNCT
ajeer-202	397	5	57	57	NUM
ajeer-202	397	6	-	-	SYM
ajeer-202	397	7	82	82	NUM
ajeer-202	397	8	.	.	PUNCT
ajeer-202	398	1	omole	omole	PROPN
ajeer-202	398	2	,	,	PUNCT
ajeer-202	398	3	a.	a.	PROPN
ajeer-202	398	4	,	,	PUNCT
ajeer-202	398	5	h.	h.	PROPN
ajeer-202	398	6	muriuki	muriuki	PROPN
ajeer-202	398	7	,	,	PUNCT
ajeer-202	398	8	m.	m.	NOUN
ajeer-202	398	9	kinyanjui	kinyanjui	PROPN
ajeer-202	398	10	,	,	PUNCT
ajeer-202	398	11	m.	m.	NOUN
ajeer-202	398	12	owango	owango	NOUN
ajeer-202	398	13	and	and	CCONJ
ajeer-202	398	14	s.	s.	PROPN
ajeer-202	398	15	staal	staal	PROPN
ajeer-202	398	16	,	,	PUNCT
ajeer-202	398	17	2004	2004	NUM
ajeer-202	398	18	.	.	PUNCT
ajeer-202	399	1	the	the	DET
ajeer-202	399	2	kenyan	kenyan	ADJ
ajeer-202	399	3	dairy	dairy	NOUN
ajeer-202	399	4	sub	sub	NOUN
ajeer-202	399	5	-	-	NOUN
ajeer-202	399	6	sector	sector	NOUN
ajeer-202	399	7	.	.	PUNCT
ajeer-202	400	1	a	a	DET
ajeer-202	400	2	rapid	rapid	ADJ
ajeer-202	400	3	appraisal	appraisal	NOUN
ajeer-202	400	4	.	.	PUNCT
ajeer-202	401	1	nairobi	nairobi	PROPN
ajeer-202	401	2	;	;	PUNCT
ajeer-202	401	3	report	report	NOUN
ajeer-202	401	4	of	of	ADP
ajeer-202	401	5	the	the	DET
ajeer-202	401	6	molfd	molfd	NOUN
ajeer-202	401	7	/	/	SYM
ajeer-202	401	8	kari	kari	X
ajeer-202	401	9	/	/	SYM
ajeer-202	401	10	ilri	ilri	NOUN
ajeer-202	401	11	/	/	SYM
ajeer-202	401	12	smallholder	smallholder	NOUN
ajeer-202	401	13	dairy	dairy	NOUN
ajeer-202	401	14	project	project	NOUN
ajeer-202	401	15	,	,	PUNCT
ajeer-202	401	16	kenya	kenya	PROPN
ajeer-202	401	17	.	.	PUNCT
ajeer-202	402	1	papzan	papzan	PROPN
ajeer-202	402	2	,	,	PUNCT
ajeer-202	402	3	a.	a.	PROPN
ajeer-202	402	4	,	,	PUNCT
ajeer-202	402	5	k.	k.	PROPN
ajeer-202	402	6	zarafshani	zarafshani	PROPN
ajeer-202	402	7	,	,	PUNCT
ajeer-202	402	8	m.	m.	NOUN
ajeer-202	402	9	tavakoli	tavakoli	NOUN
ajeer-202	402	10	and	and	CCONJ
ajeer-202	402	11	m.	m.	PROPN
ajeer-202	402	12	papzan	papzan	PROPN
ajeer-202	402	13	,	,	PUNCT
ajeer-202	402	14	2008	2008	NUM
ajeer-202	402	15	.	.	PUNCT
ajeer-202	403	1	determining	determine	VERB
ajeer-202	403	2	factors	factor	NOUN
ajeer-202	403	3	influencing	influence	VERB
ajeer-202	403	4	rural	rural	ADJ
ajeer-202	403	5	enterpreneurs	enterpreneurs	ADJ
ajeer-202	403	6	success	success	NOUN
ajeer-202	403	7	:	:	PUNCT
ajeer-202	403	8	a	a	DET
ajeer-202	403	9	case	case	NOUN
ajeer-202	403	10	study	study	NOUN
ajeer-202	403	11	of	of	ADP
ajeer-202	403	12	mahidasht	mahidasht	PROPN
ajeer-202	403	13	township	township	NOUN
ajeer-202	403	14	in	in	ADP
ajeer-202	403	15	kermanshah	kermanshah	PROPN
ajeer-202	403	16	province	province	NOUN
ajeer-202	403	17	of	of	ADP
ajeer-202	403	18	iran	iran	PROPN
ajeer-202	403	19	.	.	PUNCT
ajeer-202	404	1	african	african	ADJ
ajeer-202	404	2	journal	journal	PROPN
ajeer-202	404	3	of	of	ADP
ajeer-202	404	4	agricultural	agricultural	ADJ
ajeer-202	404	5	research	research	NOUN
ajeer-202	404	6	,	,	PUNCT
ajeer-202	404	7	3(9	3(9	NUM
ajeer-202	404	8	):	):	PUNCT
ajeer-202	404	9	597	597	NUM
ajeer-202	404	10	-	-	SYM
ajeer-202	404	11	600	600	NUM
ajeer-202	404	12	.	.	PUNCT
ajeer-202	405	1	republic	republic	NOUN
ajeer-202	405	2	of	of	ADP
ajeer-202	405	3	kenya	kenya	PROPN
ajeer-202	405	4	,	,	PUNCT
ajeer-202	405	5	1987	1987	NUM
ajeer-202	405	6	.	.	PUNCT
ajeer-202	406	1	sessional	sessional	ADJ
ajeer-202	406	2	paper	paper	NOUN
ajeer-202	406	3	no.4	no.4	PROPN
ajeer-202	406	4	.	.	PUNCT
ajeer-202	407	1	renewed	renew	VERB
ajeer-202	407	2	growth	growth	NOUN
ajeer-202	407	3	through	through	ADP
ajeer-202	407	4	cooperative	cooperative	ADJ
ajeer-202	407	5	movement	movement	NOUN
ajeer-202	407	6	.	.	PUNCT
ajeer-202	408	1	nairobi	nairobi	PROPN
ajeer-202	408	2	:	:	PUNCT
ajeer-202	408	3	government	government	NOUN
ajeer-202	408	4	printer	printer	NOUN
ajeer-202	408	5	,	,	PUNCT
ajeer-202	408	6	kenya	kenya	PROPN
ajeer-202	408	7	.	.	PUNCT
ajeer-202	409	1	republic	republic	PROPN
ajeer-202	409	2	of	of	ADP
ajeer-202	409	3	kenya	kenya	PROPN
ajeer-202	409	4	,	,	PUNCT
ajeer-202	409	5	2010	2010	NUM
ajeer-202	409	6	.	.	PUNCT
ajeer-202	410	1	annual	annual	ADJ
ajeer-202	410	2	report	report	NOUN
ajeer-202	410	3	.	.	PUNCT
ajeer-202	411	1	ministry	ministry	PROPN
ajeer-202	411	2	of	of	ADP
ajeer-202	411	3	livestock	livestock	PROPN
ajeer-202	411	4	development	development	NOUN
ajeer-202	411	5	.	.	PUNCT
ajeer-202	412	1	nairobi	nairobi	PROPN
ajeer-202	412	2	;	;	PUNCT
ajeer-202	412	3	goverment	goverment	NOUN
ajeer-202	412	4	printer	printer	NOUN
ajeer-202	412	5	,	,	PUNCT
ajeer-202	412	6	kenya	kenya	PROPN
ajeer-202	412	7	.	.	PUNCT
ajeer-202	413	1	staal	staal	PROPN
ajeer-202	413	2	,	,	PUNCT
ajeer-202	413	3	s.j	s.j	PROPN
ajeer-202	413	4	.	.	PROPN
ajeer-202	413	5	,	,	PUNCT
ajeer-202	413	6	m.k	m.k	PROPN
ajeer-202	413	7	.	.	PROPN
ajeer-202	413	8	chege	chege	PROPN
ajeer-202	413	9	,	,	PUNCT
ajeer-202	413	10	b.	b.	PROPN
ajeer-202	413	11	alukuyu	alukuyu	PROPN
ajeer-202	413	12	,	,	PUNCT
ajeer-202	413	13	m.	m.	PROPN
ajeer-202	413	14	njumbi	njumbi	PROPN
ajeer-202	413	15	,	,	PUNCT
ajeer-202	413	16	j.	j.	PROPN
ajeer-202	413	17	owango	owango	PROPN
ajeer-202	413	18	,	,	PUNCT
ajeer-202	413	19	t.w	t.w	PROPN
ajeer-202	413	20	.	.	PROPN
ajeer-202	413	21	thorpe	thorpe	PROPN
ajeer-202	413	22	and	and	CCONJ
ajeer-202	413	23	m.	m.	PROPN
ajeer-202	413	24	wambugu	wambugu	PROPN
ajeer-202	413	25	,	,	PUNCT
ajeer-202	413	26	1998	1998	NUM
ajeer-202	413	27	.	.	PUNCT
ajeer-202	414	1	characteristics	characteristic	NOUN
ajeer-202	414	2	of	of	ADP
ajeer-202	414	3	dairy	dairy	NOUN
ajeer-202	414	4	systemss	systemss	NOUN
ajeer-202	414	5	supplying	supply	VERB
ajeer-202	414	6	nairobi	nairobi	PROPN
ajeer-202	414	7	milk	milk	NOUN
ajeer-202	414	8	market	market	NOUN
ajeer-202	414	9	,	,	PUNCT
ajeer-202	414	10	a	a	DET
ajeer-202	414	11	pilot	pilot	NOUN
ajeer-202	414	12	survey	survey	NOUN
ajeer-202	414	13	of	of	ADP
ajeer-202	414	14	kiambu	kiambu	PROPN
ajeer-202	414	15	district	district	NOUN
ajeer-202	414	16	for	for	ADP
ajeer-202	414	17	the	the	DET
ajeer-202	414	18	identificatiion	identificatiion	NOUN
ajeer-202	414	19	of	of	ADP
ajeer-202	414	20	target	target	NOUN
ajeer-202	414	21	group	group	NOUN
ajeer-202	414	22	of	of	ADP
ajeer-202	414	23	producers	producer	NOUN
ajeer-202	414	24	.	.	PUNCT
ajeer-202	415	1	moa	moa	NOUN
ajeer-202	415	2	/	/	SYM
ajeer-202	415	3	kari	kari	X
ajeer-202	415	4	/	/	SYM
ajeer-202	415	5	ilri	ilri	PROPN
ajeer-202	415	6	collaborative	collaborative	ADJ
ajeer-202	415	7	research	research	NOUN
ajeer-202	415	8	project	project	NOUN
ajeer-202	415	9	report	report	NOUN
ajeer-202	415	10	.	.	PUNCT
ajeer-202	416	1	stevenson	stevenson	PROPN
ajeer-202	416	2	,	,	PUNCT
ajeer-202	416	3	l.	l.	PROPN
ajeer-202	416	4	and	and	CCONJ
ajeer-202	416	5	a.	a.	PROPN
ajeer-202	416	6	st	st	PROPN
ajeer-202	416	7	-	-	PUNCT
ajeer-202	416	8	onge	onge	NOUN
ajeer-202	416	9	,	,	PUNCT
ajeer-202	416	10	2006	2006	NUM
ajeer-202	416	11	.	.	PUNCT
ajeer-202	417	1	support	support	NOUN
ajeer-202	417	2	for	for	ADP
ajeer-202	417	3	growth	growth	NOUN
ajeer-202	417	4	oriented	orient	VERB
ajeer-202	417	5	women	woman	NOUN
ajeer-202	417	6	enterprises	enterprise	NOUN
ajeer-202	417	7	in	in	ADP
ajeer-202	417	8	kenya	kenya	PROPN
ajeer-202	417	9	.	.	PUNCT
ajeer-202	418	1	geneva	geneva	PROPN
ajeer-202	418	2	:	:	PUNCT
ajeer-202	418	3	international	international	ADJ
ajeer-202	418	4	labour	labour	NOUN
ajeer-202	418	5	organisation	organisation	NOUN
ajeer-202	418	6	.	.	PUNCT
ajeer-202	419	1	thapa	thapa	PROPN
ajeer-202	419	2	,	,	PUNCT
ajeer-202	419	3	t.	t.	PROPN
ajeer-202	419	4	,	,	PUNCT
ajeer-202	419	5	2000	2000	NUM
ajeer-202	419	6	.	.	PUNCT
ajeer-202	420	1	small	small	ADJ
ajeer-202	420	2	scale	scale	NOUN
ajeer-202	420	3	milk	milk	NOUN
ajeer-202	420	4	processing	processing	NOUN
ajeer-202	420	5	technologies	technology	NOUN
ajeer-202	420	6	:	:	PUNCT
ajeer-202	420	7	other	other	ADJ
ajeer-202	420	8	milk	milk	NOUN
ajeer-202	420	9	products	product	NOUN
ajeer-202	420	10	.	.	PUNCT
ajeer-202	421	1	discussion	discussion	NOUN
ajeer-202	421	2	paper	paper	NOUN
ajeer-202	421	3	no	no	INTJ
ajeer-202	421	4	.	.	PROPN
ajeer-202	421	5	23	23	NUM
ajeer-202	421	6	,	,	PUNCT
ajeer-202	421	7	fao	fao	PROPN
ajeer-202	421	8	,	,	PUNCT
ajeer-202	421	9	rome	rome	PROPN
ajeer-202	421	10	,	,	PUNCT
ajeer-202	421	11	italy	italy	PROPN
ajeer-202	421	12	.	.	PUNCT
ajeer-202	422	1	thorpe	thorpe	PROPN
ajeer-202	422	2	,	,	PUNCT
ajeer-202	422	3	w.	w.	PROPN
ajeer-202	422	4	,	,	PUNCT
ajeer-202	422	5	h.g	h.g	PROPN
ajeer-202	422	6	.	.	PROPN
ajeer-202	422	7	muriuki	muriuki	PROPN
ajeer-202	422	8	,	,	PUNCT
ajeer-202	422	9	a.	a.	NOUN
ajeer-202	422	10	omore	omore	NOUN
ajeer-202	422	11	,	,	PUNCT
ajeer-202	422	12	m.o	m.o	PROPN
ajeer-202	422	13	.	.	PROPN
ajeer-202	422	14	owango	owango	PROPN
ajeer-202	422	15	and	and	CCONJ
ajeer-202	422	16	s.	s.	PROPN
ajeer-202	422	17	staal	staal	PROPN
ajeer-202	422	18	,	,	PUNCT
ajeer-202	422	19	2000	2000	NUM
ajeer-202	422	20	.	.	PUNCT
ajeer-202	423	1	dairy	dairy	NOUN
ajeer-202	423	2	development	development	NOUN
ajeer-202	423	3	in	in	ADP
ajeer-202	423	4	kenya	kenya	PROPN
ajeer-202	423	5	:	:	PUNCT
ajeer-202	423	6	the	the	DET
ajeer-202	423	7	past	past	NOUN
ajeer-202	423	8	,	,	PUNCT
ajeer-202	423	9	the	the	DET
ajeer-202	423	10	present	present	NOUN
ajeer-202	423	11	and	and	CCONJ
ajeer-202	423	12	the	the	DET
ajeer-202	423	13	future	future	NOUN
ajeer-202	423	14	.	.	PUNCT
ajeer-202	424	1	paper	paper	NOUN
ajeer-202	424	2	prepared	prepare	VERB
ajeer-202	424	3	for	for	ADP
ajeer-202	424	4	the	the	DET
ajeer-202	424	5	annual	annual	ADJ
ajeer-202	424	6	symposium	symposium	NOUN
ajeer-202	424	7	of	of	ADP
ajeer-202	424	8	the	the	DET
ajeer-202	424	9	animal	animal	NOUN
ajeer-202	424	10	production	production	NOUN
ajeer-202	424	11	society	society	NOUN
ajeer-202	424	12	of	of	ADP
ajeer-202	424	13	kenya	kenya	PROPN
ajeer-202	424	14	,	,	PUNCT
ajeer-202	424	15	march	march	PROPN
ajeer-202	424	16	22nd-23rd	22nd-23rd	NUM
ajeer-202	424	17	,	,	PUNCT
ajeer-202	424	18	2000	2000	NUM
ajeer-202	424	19	,	,	PUNCT
ajeer-202	424	20	kari	kari	X
ajeer-202	424	21	headquarters	headquarters	PROPN
ajeer-202	424	22	,	,	PUNCT
ajeer-202	424	23	nairobi	nairobi	PROPN
ajeer-202	424	24	.	.	PUNCT
ajeer-202	425	1	vance	vance	PROPN
ajeer-202	425	2	,	,	PUNCT
ajeer-202	425	3	c.	c.	PROPN
ajeer-202	425	4	and	and	CCONJ
ajeer-202	425	5	j.	j.	PROPN
ajeer-202	425	6	geoghegan	geoghegan	PROPN
ajeer-202	425	7	,	,	PUNCT
ajeer-202	425	8	2004	2004	NUM
ajeer-202	425	9	.	.	PUNCT
ajeer-202	426	1	modeling	model	VERB
ajeer-202	426	2	the	the	DET
ajeer-202	426	3	determinants	determinant	NOUN
ajeer-202	426	4	of	of	ADP
ajeer-202	426	5	semi	semi	ADJ
ajeer-202	426	6	-	-	NOUN
ajeer-202	426	7	subsistence	subsistence	ADJ
ajeer-202	426	8	and	and	CCONJ
ajeer-202	426	9	commercial	commercial	ADJ
ajeer-202	426	10	land	land	NOUN
ajeer-202	426	11	uses	use	VERB
ajeer-202	426	12	in	in	ADP
ajeer-202	426	13	an	an	DET
ajeer-202	426	14	agricultural	agricultural	ADJ
ajeer-202	426	15	frontier	frontier	NOUN
ajeer-202	426	16	of	of	ADP
ajeer-202	426	17	southern	southern	PROPN
ajeer-202	426	18	mexico	mexico	PROPN
ajeer-202	426	19	:	:	PUNCT
ajeer-202	426	20	a	a	DET
ajeer-202	426	21	switching	switch	VERB
ajeer-202	426	22	regression	regression	NOUN
ajeer-202	426	23	approach	approach	NOUN
ajeer-202	426	24	.	.	PUNCT
ajeer-202	427	1	international	international	ADJ
ajeer-202	427	2	regional	regional	ADJ
ajeer-202	427	3	science	science	PROPN
ajeer-202	427	4	review	review	NOUN
ajeer-202	427	5	,	,	PUNCT
ajeer-202	427	6	27(3	27(3	NUM
ajeer-202	427	7	):	):	PUNCT
ajeer-202	427	8	326–347	326–347	NUM
ajeer-202	427	9	.	.	PUNCT
ajeer-202	427	10	views	view	NOUN
ajeer-202	427	11	and	and	CCONJ
ajeer-202	427	12	opinions	opinion	NOUN
ajeer-202	427	13	expressed	express	VERB
ajeer-202	427	14	in	in	ADP
ajeer-202	427	15	this	this	DET
ajeer-202	427	16	article	article	NOUN
ajeer-202	427	17	are	be	AUX
ajeer-202	427	18	the	the	DET
ajeer-202	427	19	views	view	NOUN
ajeer-202	427	20	and	and	CCONJ
ajeer-202	427	21	opinions	opinion	NOUN
ajeer-202	427	22	of	of	ADP
ajeer-202	427	23	the	the	DET
ajeer-202	427	24	authors	author	NOUN
ajeer-202	427	25	,	,	PUNCT
ajeer-202	427	26	asian	asian	ADJ
ajeer-202	427	27	journal	journal	NOUN
ajeer-202	427	28	of	of	ADP
ajeer-202	427	29	economics	economic	NOUN
ajeer-202	427	30	and	and	CCONJ
ajeer-202	427	31	empirical	empirical	ADJ
ajeer-202	427	32	research	research	NOUN
ajeer-202	427	33	shall	shall	AUX
ajeer-202	427	34	not	not	PART
ajeer-202	427	35	be	be	AUX
ajeer-202	427	36	responsible	responsible	ADJ
ajeer-202	427	37	or	or	CCONJ
ajeer-202	427	38	answerable	answerable	ADJ
ajeer-202	427	39	for	for	ADP
ajeer-202	427	40	any	any	DET
ajeer-202	427	41	loss	loss	NOUN
ajeer-202	427	42	,	,	PUNCT
ajeer-202	427	43	damage	damage	NOUN
ajeer-202	427	44	or	or	CCONJ
ajeer-202	427	45	liability	liability	NOUN
ajeer-202	427	46	etc	etc	X
ajeer-202	427	47	.	.	X
ajeer-202	428	1	caused	cause	VERB
ajeer-202	428	2	in	in	ADP
ajeer-202	428	3	relation	relation	NOUN
ajeer-202	428	4	to	to	PART
ajeer-202	428	5	/	/	PUNCT
ajeer-202	428	6	arising	arise	VERB
ajeer-202	428	7	out	out	ADP
ajeer-202	428	8	of	of	ADP
ajeer-202	428	9	the	the	DET
ajeer-202	428	10	use	use	NOUN
ajeer-202	428	11	of	of	ADP
ajeer-202	428	12	the	the	DET
ajeer-202	428	13	content	content	NOUN
ajeer-202	428	14	.	.	PUNCT