id	sid	tid	token	lemma	pos
ajebi-1238	1	1	pa	pa	PROPN
ajebi-1238	1	2	ge	ge	PROPN
ajebi-1238	1	3	1	1	NUM
ajebi-1238	1	4	pa	pa	PROPN
ajebi-1238	1	5	ge	ge	PROPN
ajebi-1238	1	6	29	29	NUM
ajebi-1238	1	7	american	american	PROPN
ajebi-1238	1	8	journal	journal	PROPN
ajebi-1238	1	9	of	of	ADP
ajebi-1238	1	10	economics	economic	NOUN
ajebi-1238	1	11	and	and	CCONJ
ajebi-1238	1	12	business	business	NOUN
ajebi-1238	1	13	innovation	innovation	NOUN
ajebi-1238	1	14	(	(	PUNCT
ajebi-1238	1	15	ajebi	ajebi	NOUN
ajebi-1238	1	16	)	)	PUNCT
ajebi-1238	1	17	analysis	analysis	NOUN
ajebi-1238	1	18	of	of	ADP
ajebi-1238	1	19	rice	rice	NOUN
ajebi-1238	1	20	marketing	marketing	NOUN
ajebi-1238	1	21	channels	channel	NOUN
ajebi-1238	1	22	choices	choice	NOUN
ajebi-1238	1	23	in	in	ADP
ajebi-1238	1	24	mwea	mwea	ADJ
ajebi-1238	1	25	irrigation	irrigation	NOUN
ajebi-1238	1	26	scheme	scheme	NOUN
ajebi-1238	1	27	,	,	PUNCT
ajebi-1238	1	28	kirinyaga	kirinyaga	PROPN
ajebi-1238	1	29	county	county	PROPN
ajebi-1238	1	30	,	,	PUNCT
ajebi-1238	1	31	kenya	kenya	PROPN
ajebi-1238	1	32	murage	murage	PROPN
ajebi-1238	1	33	boniface	boniface	PROPN
ajebi-1238	1	34	wachira1	wachira1	PROPN
ajebi-1238	1	35	*	*	PROPN
ajebi-1238	1	36	,	,	PUNCT
ajebi-1238	1	37	eric	eric	PROPN
ajebi-1238	1	38	kiprotich	kiprotich	PROPN
ajebi-1238	1	39	bett1	bett1	PROPN
ajebi-1238	1	40	,	,	PUNCT
ajebi-1238	1	41	bernard	bernard	PROPN
ajebi-1238	1	42	njehia1	njehia1	PROPN
ajebi-1238	1	43	,	,	PUNCT
ajebi-1238	1	44	charles	charles	PROPN
ajebi-1238	1	45	karani2	karani2	PROPN
ajebi-1238	1	46	volume	volume	NOUN
ajebi-1238	1	47	2	2	NUM
ajebi-1238	1	48	issue	issue	NOUN
ajebi-1238	1	49	1	1	NUM
ajebi-1238	1	50	,	,	PUNCT
ajebi-1238	1	51	year	year	NOUN
ajebi-1238	1	52	2023	2023	NUM
ajebi-1238	1	53	issn	issn	X
ajebi-1238	1	54	:	:	PUNCT
ajebi-1238	1	55	2831	2831	NUM
ajebi-1238	1	56	-	-	SYM
ajebi-1238	1	57	5588	5588	NUM
ajebi-1238	1	58	(	(	PUNCT
ajebi-1238	1	59	online	online	ADJ
ajebi-1238	1	60	)	)	PUNCT
ajebi-1238	1	61	,	,	PUNCT
ajebi-1238	1	62	2832	2832	NUM
ajebi-1238	1	63	-	-	SYM
ajebi-1238	1	64	4862	4862	NUM
ajebi-1238	1	65	(	(	PUNCT
ajebi-1238	1	66	print	print	NOUN
ajebi-1238	1	67	)	)	PUNCT
ajebi-1238	1	68	doi	doi	NOUN
ajebi-1238	1	69	:	:	PUNCT
ajebi-1238	1	70	https://doi.org/10.54536/ajebi.v2i1.1238	https://doi.org/10.54536/ajebi.v2i1.1238	PROPN
ajebi-1238	1	71	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	1	72	article	article	NOUN
ajebi-1238	1	73	information	information	NOUN
ajebi-1238	1	74	abstract	abstract	ADV
ajebi-1238	1	75	received	receive	VERB
ajebi-1238	1	76	:	:	PUNCT
ajebi-1238	1	77	january	january	PROPN
ajebi-1238	1	78	25	25	NUM
ajebi-1238	1	79	,	,	PUNCT
ajebi-1238	1	80	2023	2023	NUM
ajebi-1238	1	81	accepted	accept	VERB
ajebi-1238	1	82	:	:	PUNCT
ajebi-1238	1	83	february	february	PROPN
ajebi-1238	1	84	11	11	NUM
ajebi-1238	1	85	,	,	PUNCT
ajebi-1238	1	86	2023	2023	NUM
ajebi-1238	1	87	published	publish	VERB
ajebi-1238	1	88	:	:	PUNCT
ajebi-1238	1	89	february	february	PROPN
ajebi-1238	1	90	22	22	NUM
ajebi-1238	1	91	,	,	PUNCT
ajebi-1238	1	92	2023	2023	NUM
ajebi-1238	1	93	the	the	DET
ajebi-1238	1	94	national	national	PROPN
ajebi-1238	1	95	rice	rice	PROPN
ajebi-1238	1	96	development	development	NOUN
ajebi-1238	1	97	strategy	strategy	NOUN
ajebi-1238	1	98	in	in	ADP
ajebi-1238	1	99	(	(	PUNCT
ajebi-1238	1	100	kenya	kenya	PROPN
ajebi-1238	1	101	vision	vision	NOUN
ajebi-1238	1	102	2030	2030	NUM
ajebi-1238	1	103	)	)	PUNCT
ajebi-1238	1	104	aims	aim	VERB
ajebi-1238	1	105	to	to	PART
ajebi-1238	1	106	improve	improve	VERB
ajebi-1238	1	107	food	food	NOUN
ajebi-1238	1	108	security	security	NOUN
ajebi-1238	1	109	,	,	PUNCT
ajebi-1238	1	110	rural	rural	ADJ
ajebi-1238	1	111	employment	employment	NOUN
ajebi-1238	1	112	,	,	PUNCT
ajebi-1238	1	113	and	and	CCONJ
ajebi-1238	1	114	income	income	NOUN
ajebi-1238	1	115	for	for	ADP
ajebi-1238	1	116	smallholder	smallholder	NOUN
ajebi-1238	1	117	farmers	farmer	NOUN
ajebi-1238	1	118	in	in	ADP
ajebi-1238	1	119	the	the	DET
ajebi-1238	1	120	mwea	mwea	PROPN
ajebi-1238	1	121	irrigation	irrigation	NOUN
ajebi-1238	1	122	scheme	scheme	NOUN
ajebi-1238	1	123	(	(	PUNCT
ajebi-1238	1	124	mis	mis	PROPN
ajebi-1238	1	125	)	)	PUNCT
ajebi-1238	1	126	through	through	ADP
ajebi-1238	1	127	planned	planned	ADJ
ajebi-1238	1	128	and	and	CCONJ
ajebi-1238	1	129	intentional	intentional	ADJ
ajebi-1238	1	130	efforts	effort	NOUN
ajebi-1238	1	131	.	.	PUNCT
ajebi-1238	2	1	a	a	DET
ajebi-1238	2	2	study	study	NOUN
ajebi-1238	2	3	was	be	AUX
ajebi-1238	2	4	conducted	conduct	VERB
ajebi-1238	2	5	to	to	PART
ajebi-1238	2	6	identify	identify	VERB
ajebi-1238	2	7	major	major	ADJ
ajebi-1238	2	8	influences	influence	NOUN
ajebi-1238	2	9	in	in	ADP
ajebi-1238	2	10	choosing	choose	VERB
ajebi-1238	2	11	market	market	NOUN
ajebi-1238	2	12	avenues	avenue	NOUN
ajebi-1238	2	13	among	among	ADP
ajebi-1238	2	14	rice	rice	NOUN
ajebi-1238	2	15	farmers	farmer	NOUN
ajebi-1238	2	16	.	.	PUNCT
ajebi-1238	3	1	the	the	DET
ajebi-1238	3	2	study	study	NOUN
ajebi-1238	3	3	used	use	VERB
ajebi-1238	3	4	a	a	DET
ajebi-1238	3	5	sample	sample	NOUN
ajebi-1238	3	6	size	size	NOUN
ajebi-1238	3	7	of	of	ADP
ajebi-1238	3	8	384	384	NUM
ajebi-1238	3	9	small	small	ADJ
ajebi-1238	3	10	-	-	PUNCT
ajebi-1238	3	11	scale	scale	NOUN
ajebi-1238	3	12	rice	rice	NOUN
ajebi-1238	3	13	farmers	farmer	NOUN
ajebi-1238	3	14	to	to	PART
ajebi-1238	3	15	analyze	analyze	VERB
ajebi-1238	3	16	the	the	DET
ajebi-1238	3	17	different	different	ADJ
ajebi-1238	3	18	rice	rice	NOUN
ajebi-1238	3	19	marketing	marketing	NOUN
ajebi-1238	3	20	channels	channel	NOUN
ajebi-1238	3	21	used	use	VERB
ajebi-1238	3	22	in	in	ADP
ajebi-1238	3	23	mis	mis	PROPN
ajebi-1238	3	24	,	,	PUNCT
ajebi-1238	3	25	and	and	CCONJ
ajebi-1238	3	26	to	to	PART
ajebi-1238	3	27	understand	understand	VERB
ajebi-1238	3	28	the	the	DET
ajebi-1238	3	29	factors	factor	NOUN
ajebi-1238	3	30	that	that	PRON
ajebi-1238	3	31	influence	influence	NOUN
ajebi-1238	3	32	farmers	farmer	NOUN
ajebi-1238	3	33	’	’	PART
ajebi-1238	3	34	choices	choice	NOUN
ajebi-1238	3	35	of	of	ADP
ajebi-1238	3	36	marketing	marketing	NOUN
ajebi-1238	3	37	channels	channel	NOUN
ajebi-1238	3	38	.	.	PUNCT
ajebi-1238	4	1	a	a	DET
ajebi-1238	4	2	pretested	preteste	VERB
ajebi-1238	4	3	semi	semi	ADJ
ajebi-1238	4	4	-	-	ADJ
ajebi-1238	4	5	structured	structured	ADJ
ajebi-1238	4	6	questionnaire	questionnaire	NOUN
ajebi-1238	4	7	was	be	AUX
ajebi-1238	4	8	used	use	VERB
ajebi-1238	4	9	for	for	ADP
ajebi-1238	4	10	data	data	NOUN
ajebi-1238	4	11	collection	collection	NOUN
ajebi-1238	4	12	.	.	PUNCT
ajebi-1238	5	1	descriptive	descriptive	ADJ
ajebi-1238	5	2	statistics	statistic	NOUN
ajebi-1238	5	3	were	be	AUX
ajebi-1238	5	4	used	use	VERB
ajebi-1238	5	5	to	to	PART
ajebi-1238	5	6	characterize	characterize	VERB
ajebi-1238	5	7	the	the	DET
ajebi-1238	5	8	marketing	marketing	NOUN
ajebi-1238	5	9	channels	channel	NOUN
ajebi-1238	5	10	,	,	PUNCT
ajebi-1238	5	11	multinomial	multinomial	ADJ
ajebi-1238	5	12	logit	logit	PROPN
ajebi-1238	5	13	model	model	NOUN
ajebi-1238	5	14	was	be	AUX
ajebi-1238	5	15	used	use	VERB
ajebi-1238	5	16	to	to	PART
ajebi-1238	5	17	evaluate	evaluate	VERB
ajebi-1238	5	18	channel	channel	NOUN
ajebi-1238	5	19	choices	choice	NOUN
ajebi-1238	5	20	.	.	PUNCT
ajebi-1238	6	1	the	the	DET
ajebi-1238	6	2	marketing	marketing	NOUN
ajebi-1238	6	3	channels	channel	NOUN
ajebi-1238	6	4	were	be	AUX
ajebi-1238	6	5	channel	channel	NOUN
ajebi-1238	6	6	1	1	NUM
ajebi-1238	6	7	:	:	PUNCT
ajebi-1238	6	8	farmer	farmer	NOUN
ajebi-1238	6	9	-	-	NOUN
ajebi-1238	6	10	consumer	consumer	NOUN
ajebi-1238	6	11	(	(	PUNCT
ajebi-1238	6	12	0.3	0.3	NUM
ajebi-1238	6	13	%	%	NOUN
ajebi-1238	6	14	)	)	PUNCT
ajebi-1238	6	15	;	;	PUNCT
ajebi-1238	6	16	channel	channel	NOUN
ajebi-1238	6	17	2	2	NUM
ajebi-1238	6	18	:	:	PUNCT
ajebi-1238	6	19	farmer	farmer	NOUN
ajebi-1238	6	20	-	-	PUNCT
ajebi-1238	6	21	brokers	broker	NOUN
ajebi-1238	6	22	-	-	PUNCT
ajebi-1238	6	23	millers	miller	NOUN
ajebi-1238	6	24	-	-	PUNCT
ajebi-1238	6	25	consumer	consumer	NOUN
ajebi-1238	6	26	(	(	PUNCT
ajebi-1238	6	27	51.1	51.1	NUM
ajebi-1238	6	28	%	%	NOUN
ajebi-1238	6	29	)	)	PUNCT
ajebi-1238	6	30	;	;	PUNCT
ajebi-1238	6	31	channel	channel	NOUN
ajebi-1238	6	32	3	3	NUM
ajebi-1238	6	33	:	:	PUNCT
ajebi-1238	6	34	farmer	farmer	NOUN
ajebi-1238	6	35	-	-	PUNCT
ajebi-1238	6	36	brokers	broker	NOUN
ajebi-1238	6	37	-	-	PUNCT
ajebi-1238	6	38	millersretailer	millersretailer	NOUN
ajebi-1238	6	39	-	-	PUNCT
ajebi-1238	6	40	consumer	consumer	NOUN
ajebi-1238	6	41	(	(	PUNCT
ajebi-1238	6	42	42.3	42.3	NUM
ajebi-1238	6	43	%	%	NOUN
ajebi-1238	6	44	)	)	PUNCT
ajebi-1238	6	45	;	;	PUNCT
ajebi-1238	6	46	channel	channel	NOUN
ajebi-1238	6	47	4	4	NUM
ajebi-1238	6	48	:	:	PUNCT
ajebi-1238	6	49	farmermillers	farmermiller	NOUN
ajebi-1238	6	50	-	-	PUNCT
ajebi-1238	6	51	retailer	retailer	NOUN
ajebi-1238	6	52	-	-	PUNCT
ajebi-1238	6	53	consumer	consumer	NOUN
ajebi-1238	6	54	(	(	PUNCT
ajebi-1238	6	55	62.72	62.72	NUM
ajebi-1238	6	56	%	%	NOUN
ajebi-1238	6	57	)	)	PUNCT
ajebi-1238	6	58	and	and	CCONJ
ajebi-1238	6	59	channel	channel	NOUN
ajebi-1238	6	60	5	5	NUM
ajebi-1238	6	61	:	:	PUNCT
ajebi-1238	6	62	farmermillerswholesaler	farmermillerswholesaler	ADJ
ajebi-1238	6	63	-	-	PUNCT
ajebi-1238	6	64	retailer	retailer	NOUN
ajebi-1238	6	65	-	-	PUNCT
ajebi-1238	6	66	consumer	consumer	NOUN
ajebi-1238	6	67	(	(	PUNCT
ajebi-1238	6	68	37.28	37.28	NUM
ajebi-1238	6	69	%	%	NOUN
ajebi-1238	6	70	)	)	PUNCT
ajebi-1238	6	71	.	.	PUNCT
ajebi-1238	7	1	the	the	DET
ajebi-1238	7	2	most	most	ADV
ajebi-1238	7	3	profitable	profitable	ADJ
ajebi-1238	7	4	channel	channel	NOUN
ajebi-1238	7	5	was	be	AUX
ajebi-1238	7	6	direct	direct	ADJ
ajebi-1238	7	7	sales	sale	NOUN
ajebi-1238	7	8	to	to	ADP
ajebi-1238	7	9	consumers	consumer	NOUN
ajebi-1238	7	10	,	,	PUNCT
ajebi-1238	7	11	which	which	PRON
ajebi-1238	7	12	accounted	account	VERB
ajebi-1238	7	13	for	for	ADP
ajebi-1238	7	14	only	only	ADV
ajebi-1238	7	15	0.3	0.3	NUM
ajebi-1238	7	16	%	%	NOUN
ajebi-1238	7	17	of	of	ADP
ajebi-1238	7	18	total	total	ADJ
ajebi-1238	7	19	rice	rice	NOUN
ajebi-1238	7	20	production	production	NOUN
ajebi-1238	7	21	in	in	ADP
ajebi-1238	7	22	mis	mis	PROPN
ajebi-1238	7	23	.	.	PUNCT
ajebi-1238	8	1	the	the	DET
ajebi-1238	8	2	study	study	NOUN
ajebi-1238	8	3	also	also	ADV
ajebi-1238	8	4	found	find	VERB
ajebi-1238	8	5	that	that	SCONJ
ajebi-1238	8	6	factors	factor	NOUN
ajebi-1238	8	7	such	such	ADJ
ajebi-1238	8	8	as	as	ADP
ajebi-1238	8	9	education	education	NOUN
ajebi-1238	8	10	level	level	NOUN
ajebi-1238	8	11	,	,	PUNCT
ajebi-1238	8	12	participation	participation	NOUN
ajebi-1238	8	13	in	in	ADP
ajebi-1238	8	14	marketing	marketing	NOUN
ajebi-1238	8	15	groups	group	NOUN
ajebi-1238	8	16	,	,	PUNCT
ajebi-1238	8	17	distance	distance	NOUN
ajebi-1238	8	18	to	to	ADP
ajebi-1238	8	19	market	market	NOUN
ajebi-1238	8	20	,	,	PUNCT
ajebi-1238	8	21	and	and	CCONJ
ajebi-1238	8	22	age	age	NOUN
ajebi-1238	8	23	of	of	ADP
ajebi-1238	8	24	the	the	DET
ajebi-1238	8	25	household	household	NOUN
ajebi-1238	8	26	head	head	NOUN
ajebi-1238	8	27	significantly	significantly	ADV
ajebi-1238	8	28	influenced	influence	VERB
ajebi-1238	8	29	farmers	farmer	NOUN
ajebi-1238	8	30	’	’	PART
ajebi-1238	8	31	choice	choice	NOUN
ajebi-1238	8	32	of	of	ADP
ajebi-1238	8	33	marketing	marketing	NOUN
ajebi-1238	8	34	channels	channel	NOUN
ajebi-1238	8	35	.	.	PUNCT
ajebi-1238	9	1	the	the	DET
ajebi-1238	9	2	study	study	NOUN
ajebi-1238	9	3	is	be	AUX
ajebi-1238	9	4	critical	critical	ADJ
ajebi-1238	9	5	in	in	ADP
ajebi-1238	9	6	enriching	enrich	VERB
ajebi-1238	9	7	literature	literature	NOUN
ajebi-1238	9	8	on	on	ADP
ajebi-1238	9	9	rice	rice	NOUN
ajebi-1238	9	10	agricultural	agricultural	ADJ
ajebi-1238	9	11	supply	supply	NOUN
ajebi-1238	9	12	chains	chain	NOUN
ajebi-1238	9	13	in	in	ADP
ajebi-1238	9	14	kenya	kenya	PROPN
ajebi-1238	9	15	.	.	PUNCT
ajebi-1238	10	1	the	the	DET
ajebi-1238	10	2	study	study	NOUN
ajebi-1238	10	3	recommends	recommend	VERB
ajebi-1238	10	4	policy	policy	NOUN
ajebi-1238	10	5	considerations	consideration	NOUN
ajebi-1238	10	6	to	to	PART
ajebi-1238	10	7	protect	protect	VERB
ajebi-1238	10	8	small	small	ADJ
ajebi-1238	10	9	-	-	PUNCT
ajebi-1238	10	10	scale	scale	NOUN
ajebi-1238	10	11	farmers	farmer	NOUN
ajebi-1238	10	12	from	from	ADP
ajebi-1238	10	13	exploitative	exploitative	ADJ
ajebi-1238	10	14	brokers	broker	NOUN
ajebi-1238	10	15	and	and	CCONJ
ajebi-1238	10	16	suggests	suggest	VERB
ajebi-1238	10	17	registering	register	VERB
ajebi-1238	10	18	brokers	broker	NOUN
ajebi-1238	10	19	to	to	PART
ajebi-1238	10	20	monitor	monitor	VERB
ajebi-1238	10	21	their	their	PRON
ajebi-1238	10	22	activities	activity	NOUN
ajebi-1238	10	23	and	and	CCONJ
ajebi-1238	10	24	set	set	VERB
ajebi-1238	10	25	standards	standard	NOUN
ajebi-1238	10	26	for	for	ADP
ajebi-1238	10	27	fair	fair	ADJ
ajebi-1238	10	28	practices	practice	NOUN
ajebi-1238	10	29	,	,	PUNCT
ajebi-1238	10	30	with	with	ADP
ajebi-1238	10	31	the	the	DET
ajebi-1238	10	32	goal	goal	NOUN
ajebi-1238	10	33	of	of	ADP
ajebi-1238	10	34	regulating	regulate	VERB
ajebi-1238	10	35	their	their	PRON
ajebi-1238	10	36	activities	activity	NOUN
ajebi-1238	10	37	to	to	PART
ajebi-1238	10	38	prevent	prevent	VERB
ajebi-1238	10	39	exploitation	exploitation	NOUN
ajebi-1238	10	40	of	of	ADP
ajebi-1238	10	41	small	small	ADJ
ajebi-1238	10	42	-	-	PUNCT
ajebi-1238	10	43	scale	scale	NOUN
ajebi-1238	10	44	farmers	farmer	NOUN
ajebi-1238	10	45	in	in	ADP
ajebi-1238	10	46	rice	rice	NOUN
ajebi-1238	10	47	marketing	marketing	NOUN
ajebi-1238	10	48	.	.	PUNCT
ajebi-1238	11	1	keywords	keyword	VERB
ajebi-1238	11	2	brokers	broker	NOUN
ajebi-1238	11	3	,	,	PUNCT
ajebi-1238	11	4	traders	trader	NOUN
ajebi-1238	11	5	,	,	PUNCT
ajebi-1238	11	6	farmers	farmer	NOUN
ajebi-1238	11	7	’	'	PUNCT
ajebi-1238	11	8	preferences	preference	NOUN
ajebi-1238	11	9	,	,	PUNCT
ajebi-1238	11	10	marketing	marketing	NOUN
ajebi-1238	11	11	channels	channel	NOUN
ajebi-1238	11	12	,	,	PUNCT
ajebi-1238	11	13	multinomial	multinomial	ADJ
ajebi-1238	11	14	logit	logit	NOUN
ajebi-1238	11	15	model	model	VERB
ajebi-1238	11	16	1	1	NUM
ajebi-1238	11	17	school	school	NOUN
ajebi-1238	11	18	of	of	ADP
ajebi-1238	11	19	agriculture	agriculture	NOUN
ajebi-1238	11	20	and	and	CCONJ
ajebi-1238	11	21	environmental	environmental	ADJ
ajebi-1238	11	22	sciences	science	NOUN
ajebi-1238	11	23	,	,	PUNCT
ajebi-1238	11	24	department	department	NOUN
ajebi-1238	11	25	of	of	ADP
ajebi-1238	11	26	agricultural	agricultural	ADJ
ajebi-1238	11	27	economics	economic	NOUN
ajebi-1238	11	28	,	,	PUNCT
ajebi-1238	11	29	kenyatta	kenyatta	PROPN
ajebi-1238	11	30	university	university	PROPN
ajebi-1238	11	31	,	,	PUNCT
ajebi-1238	11	32	kenya	kenya	NOUN
ajebi-1238	11	33	2	2	NUM
ajebi-1238	11	34	school	school	NOUN
ajebi-1238	11	35	of	of	ADP
ajebi-1238	11	36	agricultural	agricultural	ADJ
ajebi-1238	11	37	sciences	science	NOUN
ajebi-1238	11	38	and	and	CCONJ
ajebi-1238	11	39	agribusiness	agribusiness	NOUN
ajebi-1238	11	40	,	,	PUNCT
ajebi-1238	11	41	department	department	NOUN
ajebi-1238	11	42	of	of	ADP
ajebi-1238	11	43	crop	crop	NOUN
ajebi-1238	11	44	sciences	science	NOUN
ajebi-1238	11	45	,	,	PUNCT
ajebi-1238	11	46	pwani	pwani	PROPN
ajebi-1238	11	47	university	university	NOUN
ajebi-1238	11	48	,	,	PUNCT
ajebi-1238	11	49	kenya	kenya	PROPN
ajebi-1238	11	50	*	*	PUNCT
ajebi-1238	11	51	corresponding	correspond	VERB
ajebi-1238	11	52	author	author	NOUN
ajebi-1238	11	53	’s	’s	PART
ajebi-1238	11	54	e	e	NOUN
ajebi-1238	11	55	-	-	NOUN
ajebi-1238	11	56	mail	mail	NOUN
ajebi-1238	11	57	:	:	PUNCT
ajebi-1238	11	58	murageb2022@gmail.com	murageb2022@gmail.com	X
ajebi-1238	12	1	introduction	introduction	NOUN
ajebi-1238	12	2	rice	rice	NOUN
ajebi-1238	12	3	has	have	AUX
ajebi-1238	12	4	been	be	AUX
ajebi-1238	12	5	harvested	harvest	VERB
ajebi-1238	12	6	,	,	PUNCT
ajebi-1238	12	7	consumed	consume	VERB
ajebi-1238	12	8	,	,	PUNCT
ajebi-1238	12	9	and	and	CCONJ
ajebi-1238	12	10	produced	produce	VERB
ajebi-1238	12	11	by	by	ADP
ajebi-1238	12	12	many	many	ADJ
ajebi-1238	12	13	people	people	NOUN
ajebi-1238	12	14	around	around	ADP
ajebi-1238	12	15	the	the	DET
ajebi-1238	12	16	world	world	NOUN
ajebi-1238	12	17	for	for	ADP
ajebi-1238	12	18	over	over	ADP
ajebi-1238	12	19	10,000	10,000	NUM
ajebi-1238	12	20	years	year	NOUN
ajebi-1238	12	21	,	,	PUNCT
ajebi-1238	12	22	making	make	VERB
ajebi-1238	12	23	it	it	PRON
ajebi-1238	12	24	the	the	DET
ajebi-1238	12	25	oldest	old	ADJ
ajebi-1238	12	26	crop	crop	NOUN
ajebi-1238	12	27	on	on	ADP
ajebi-1238	12	28	the	the	DET
ajebi-1238	12	29	planet	planet	NOUN
ajebi-1238	12	30	(	(	PUNCT
ajebi-1238	12	31	talhelm	talhelm	PROPN
ajebi-1238	12	32	&	&	CCONJ
ajebi-1238	12	33	oishi	oishi	PROPN
ajebi-1238	12	34	,	,	PUNCT
ajebi-1238	12	35	2018	2018	NUM
ajebi-1238	12	36	)	)	PUNCT
ajebi-1238	12	37	.	.	PUNCT
ajebi-1238	13	1	for	for	ADP
ajebi-1238	13	2	more	more	ADJ
ajebi-1238	13	3	than	than	ADP
ajebi-1238	13	4	half	half	NOUN
ajebi-1238	13	5	of	of	ADP
ajebi-1238	13	6	the	the	DET
ajebi-1238	13	7	world	world	NOUN
ajebi-1238	13	8	’s	’s	PART
ajebi-1238	13	9	population	population	NOUN
ajebi-1238	13	10	,	,	PUNCT
ajebi-1238	13	11	rice	rice	NOUN
ajebi-1238	13	12	is	be	AUX
ajebi-1238	13	13	the	the	DET
ajebi-1238	13	14	most	most	ADV
ajebi-1238	13	15	important	important	ADJ
ajebi-1238	13	16	staple	staple	NOUN
ajebi-1238	13	17	food	food	NOUN
ajebi-1238	13	18	(	(	PUNCT
ajebi-1238	13	19	tanaka	tanaka	PROPN
ajebi-1238	13	20	et	et	PROPN
ajebi-1238	13	21	al	al	PROPN
ajebi-1238	13	22	.	.	PROPN
ajebi-1238	13	23	,	,	PUNCT
ajebi-1238	13	24	2017	2017	NUM
ajebi-1238	13	25	)	)	PUNCT
ajebi-1238	13	26	.	.	PUNCT
ajebi-1238	14	1	rice	rice	NOUN
ajebi-1238	14	2	agriculture	agriculture	PROPN
ajebi-1238	14	3	covers	cover	VERB
ajebi-1238	14	4	150	150	NUM
ajebi-1238	14	5	million	million	NUM
ajebi-1238	14	6	hectares	hectare	NOUN
ajebi-1238	14	7	(	(	PUNCT
ajebi-1238	14	8	ha	ha	INTJ
ajebi-1238	14	9	)	)	PUNCT
ajebi-1238	14	10	globally	globally	ADV
ajebi-1238	14	11	,	,	PUNCT
ajebi-1238	14	12	with	with	ADP
ajebi-1238	14	13	annual	annual	ADJ
ajebi-1238	14	14	paddy	paddy	NOUN
ajebi-1238	14	15	production	production	NOUN
ajebi-1238	14	16	averaging	average	VERB
ajebi-1238	14	17	759.6	759.6	NUM
ajebi-1238	14	18	million	million	NUM
ajebi-1238	14	19	metric	metric	ADJ
ajebi-1238	14	20	tons	ton	NOUN
ajebi-1238	14	21	(	(	PUNCT
ajebi-1238	14	22	mmt	mmt	NOUN
ajebi-1238	14	23	)	)	PUNCT
ajebi-1238	14	24	,	,	PUNCT
ajebi-1238	14	25	or	or	CCONJ
ajebi-1238	14	26	503.9	503.9	NUM
ajebi-1238	14	27	million	million	NUM
ajebi-1238	14	28	metric	metric	ADJ
ajebi-1238	14	29	tons	ton	NOUN
ajebi-1238	14	30	milled	mill	VERB
ajebi-1238	14	31	basis	basis	NOUN
ajebi-1238	14	32	(	(	PUNCT
ajebi-1238	14	33	mmt	mmt	NOUN
ajebi-1238	14	34	)	)	PUNCT
ajebi-1238	14	35	,	,	PUNCT
ajebi-1238	14	36	with	with	ADP
ajebi-1238	14	37	over	over	ADP
ajebi-1238	14	38	85	85	NUM
ajebi-1238	14	39	percent	percent	NOUN
ajebi-1238	14	40	(	(	PUNCT
ajebi-1238	14	41	408	408	NUM
ajebi-1238	14	42	mmt	mmt	NOUN
ajebi-1238	14	43	)	)	PUNCT
ajebi-1238	14	44	for	for	ADP
ajebi-1238	14	45	human	human	ADJ
ajebi-1238	14	46	use	use	NOUN
ajebi-1238	14	47	.	.	PUNCT
ajebi-1238	15	1	this	this	PRON
ajebi-1238	15	2	is	be	AUX
ajebi-1238	15	3	equivalent	equivalent	ADJ
ajebi-1238	15	4	to	to	ADP
ajebi-1238	15	5	29	29	NUM
ajebi-1238	15	6	%	%	NOUN
ajebi-1238	15	7	of	of	ADP
ajebi-1238	15	8	total	total	ADJ
ajebi-1238	15	9	grain	grain	NOUN
ajebi-1238	15	10	crop	crop	NOUN
ajebi-1238	15	11	output	output	NOUN
ajebi-1238	15	12	worldwide	worldwide	ADV
ajebi-1238	15	13	(	(	PUNCT
ajebi-1238	15	14	faostat	faostat	NOUN
ajebi-1238	15	15	,	,	PUNCT
ajebi-1238	15	16	2017	2017	NUM
ajebi-1238	15	17	)	)	PUNCT
ajebi-1238	15	18	.	.	PUNCT
ajebi-1238	16	1	rice	rice	NOUN
ajebi-1238	16	2	growing	grow	VERB
ajebi-1238	16	3	is	be	AUX
ajebi-1238	16	4	a	a	DET
ajebi-1238	16	5	significant	significant	ADJ
ajebi-1238	16	6	concern	concern	NOUN
ajebi-1238	16	7	in	in	ADP
ajebi-1238	16	8	kenya	kenya	PROPN
ajebi-1238	16	9	because	because	SCONJ
ajebi-1238	16	10	it	it	PRON
ajebi-1238	16	11	plays	play	VERB
ajebi-1238	16	12	a	a	DET
ajebi-1238	16	13	crucial	crucial	ADJ
ajebi-1238	16	14	role	role	NOUN
ajebi-1238	16	15	in	in	ADP
ajebi-1238	16	16	household	household	NOUN
ajebi-1238	16	17	food	food	NOUN
ajebi-1238	16	18	security	security	NOUN
ajebi-1238	16	19	and	and	CCONJ
ajebi-1238	16	20	farmer	farmer	NOUN
ajebi-1238	16	21	income	income	NOUN
ajebi-1238	16	22	.	.	PUNCT
ajebi-1238	17	1	the	the	DET
ajebi-1238	17	2	mwea	mwea	PROPN
ajebi-1238	17	3	irrigation	irrigation	NOUN
ajebi-1238	17	4	scheme	scheme	NOUN
ajebi-1238	17	5	(	(	PUNCT
ajebi-1238	17	6	mis	mis	NOUN
ajebi-1238	17	7	)	)	PUNCT
ajebi-1238	17	8	accounts	account	NOUN
ajebi-1238	17	9	for	for	ADP
ajebi-1238	17	10	80	80	NUM
ajebi-1238	17	11	%	%	NOUN
ajebi-1238	17	12	of	of	ADP
ajebi-1238	17	13	kenya	kenya	PROPN
ajebi-1238	17	14	’s	’s	PART
ajebi-1238	17	15	rice	rice	NOUN
ajebi-1238	17	16	output	output	NOUN
ajebi-1238	17	17	,	,	PUNCT
ajebi-1238	17	18	which	which	PRON
ajebi-1238	17	19	is	be	AUX
ajebi-1238	17	20	a	a	DET
ajebi-1238	17	21	vital	vital	ADJ
ajebi-1238	17	22	part	part	NOUN
ajebi-1238	17	23	of	of	ADP
ajebi-1238	17	24	the	the	DET
ajebi-1238	17	25	grain	grain	NOUN
ajebi-1238	17	26	supply	supply	NOUN
ajebi-1238	17	27	in	in	ADP
ajebi-1238	17	28	a	a	DET
ajebi-1238	17	29	country	country	NOUN
ajebi-1238	17	30	that	that	PRON
ajebi-1238	17	31	relies	rely	VERB
ajebi-1238	17	32	on	on	ADP
ajebi-1238	17	33	imports	import	NOUN
ajebi-1238	17	34	to	to	PART
ajebi-1238	17	35	meet	meet	VERB
ajebi-1238	17	36	its	its	PRON
ajebi-1238	17	37	rice	rice	NOUN
ajebi-1238	17	38	needs	need	NOUN
ajebi-1238	17	39	(	(	PUNCT
ajebi-1238	17	40	ndegwa	ndegwa	NOUN
ajebi-1238	17	41	,	,	PUNCT
ajebi-1238	17	42	2018	2018	NUM
ajebi-1238	17	43	)	)	PUNCT
ajebi-1238	17	44	.	.	PUNCT
ajebi-1238	18	1	the	the	DET
ajebi-1238	18	2	fact	fact	NOUN
ajebi-1238	18	3	that	that	SCONJ
ajebi-1238	18	4	farmers	farmer	NOUN
ajebi-1238	18	5	in	in	ADP
ajebi-1238	18	6	kenya	kenya	PROPN
ajebi-1238	18	7	sell	sell	VERB
ajebi-1238	18	8	about	about	ADV
ajebi-1238	18	9	95	95	NUM
ajebi-1238	18	10	percent	percent	NOUN
ajebi-1238	18	11	of	of	ADP
ajebi-1238	18	12	the	the	DET
ajebi-1238	18	13	rice	rice	NOUN
ajebi-1238	18	14	they	they	PRON
ajebi-1238	18	15	produce	produce	VERB
ajebi-1238	18	16	locally	locally	ADV
ajebi-1238	18	17	,	,	PUNCT
ajebi-1238	18	18	highlights	highlight	VERB
ajebi-1238	18	19	the	the	DET
ajebi-1238	18	20	importance	importance	NOUN
ajebi-1238	18	21	of	of	ADP
ajebi-1238	18	22	rice	rice	NOUN
ajebi-1238	18	23	in	in	ADP
ajebi-1238	18	24	the	the	DET
ajebi-1238	18	25	country	country	NOUN
ajebi-1238	18	26	’s	’s	PART
ajebi-1238	18	27	economy	economy	NOUN
ajebi-1238	18	28	.	.	PUNCT
ajebi-1238	19	1	however	however	ADV
ajebi-1238	19	2	,	,	PUNCT
ajebi-1238	19	3	due	due	ADP
ajebi-1238	19	4	to	to	ADP
ajebi-1238	19	5	changing	change	VERB
ajebi-1238	19	6	market	market	NOUN
ajebi-1238	19	7	conditions	condition	NOUN
ajebi-1238	19	8	and	and	CCONJ
ajebi-1238	19	9	consumer	consumer	NOUN
ajebi-1238	19	10	demand	demand	NOUN
ajebi-1238	19	11	,	,	PUNCT
ajebi-1238	19	12	several	several	ADJ
ajebi-1238	19	13	rice	rice	NOUN
ajebi-1238	19	14	sellers	seller	NOUN
ajebi-1238	19	15	in	in	ADP
ajebi-1238	19	16	the	the	DET
ajebi-1238	19	17	country	country	NOUN
ajebi-1238	19	18	are	be	AUX
ajebi-1238	19	19	taking	take	VERB
ajebi-1238	19	20	advantage	advantage	NOUN
ajebi-1238	19	21	of	of	ADP
ajebi-1238	19	22	small	small	ADJ
ajebi-1238	19	23	-	-	PUNCT
ajebi-1238	19	24	scale	scale	NOUN
ajebi-1238	19	25	farmers	farmer	NOUN
ajebi-1238	19	26	.	.	PUNCT
ajebi-1238	20	1	the	the	DET
ajebi-1238	20	2	government	government	NOUN
ajebi-1238	20	3	-	-	PUNCT
ajebi-1238	20	4	owned	own	VERB
ajebi-1238	20	5	national	national	ADJ
ajebi-1238	20	6	cereals	cereal	NOUN
ajebi-1238	20	7	and	and	CCONJ
ajebi-1238	20	8	produce	produce	VERB
ajebi-1238	20	9	board	board	NOUN
ajebi-1238	20	10	(	(	PUNCT
ajebi-1238	20	11	ncpb	ncpb	NOUN
ajebi-1238	20	12	)	)	PUNCT
ajebi-1238	20	13	is	be	AUX
ajebi-1238	20	14	one	one	NUM
ajebi-1238	20	15	of	of	ADP
ajebi-1238	20	16	the	the	DET
ajebi-1238	20	17	main	main	ADJ
ajebi-1238	20	18	dealers	dealer	NOUN
ajebi-1238	20	19	,	,	PUNCT
ajebi-1238	20	20	it	it	PRON
ajebi-1238	20	21	buys	buy	VERB
ajebi-1238	20	22	paddy	paddy	NOUN
ajebi-1238	20	23	from	from	ADP
ajebi-1238	20	24	farmers	farmer	NOUN
ajebi-1238	20	25	,	,	PUNCT
ajebi-1238	20	26	processes	process	VERB
ajebi-1238	20	27	it	it	PRON
ajebi-1238	20	28	in	in	ADP
ajebi-1238	20	29	state	state	NOUN
ajebi-1238	20	30	-	-	PUNCT
ajebi-1238	20	31	owned	own	VERB
ajebi-1238	20	32	mills	mill	NOUN
ajebi-1238	20	33	,	,	PUNCT
ajebi-1238	20	34	and	and	CCONJ
ajebi-1238	20	35	sells	sell	VERB
ajebi-1238	20	36	milled	mill	VERB
ajebi-1238	20	37	rice	rice	NOUN
ajebi-1238	20	38	to	to	ADP
ajebi-1238	20	39	retailers	retailer	NOUN
ajebi-1238	20	40	(	(	PUNCT
ajebi-1238	20	41	serade	serade	VERB
ajebi-1238	20	42	et	et	PROPN
ajebi-1238	20	43	al	al	PROPN
ajebi-1238	20	44	.	.	PROPN
ajebi-1238	20	45	,	,	PUNCT
ajebi-1238	20	46	2015	2015	NUM
ajebi-1238	20	47	)	)	PUNCT
ajebi-1238	20	48	.	.	PUNCT
ajebi-1238	21	1	this	this	PRON
ajebi-1238	21	2	shows	show	VERB
ajebi-1238	21	3	that	that	SCONJ
ajebi-1238	21	4	the	the	DET
ajebi-1238	21	5	market	market	NOUN
ajebi-1238	21	6	is	be	AUX
ajebi-1238	21	7	not	not	PART
ajebi-1238	21	8	favorable	favorable	ADJ
ajebi-1238	21	9	for	for	ADP
ajebi-1238	21	10	small	small	ADJ
ajebi-1238	21	11	scale	scale	NOUN
ajebi-1238	21	12	farmers	farmer	NOUN
ajebi-1238	21	13	and	and	CCONJ
ajebi-1238	21	14	government	government	NOUN
ajebi-1238	21	15	’s	’s	PART
ajebi-1238	21	16	policies	policy	NOUN
ajebi-1238	21	17	are	be	AUX
ajebi-1238	21	18	not	not	PART
ajebi-1238	21	19	favorable	favorable	ADJ
ajebi-1238	21	20	for	for	ADP
ajebi-1238	21	21	farmers	farmer	NOUN
ajebi-1238	21	22	.	.	PUNCT
ajebi-1238	22	1	rice	rice	NOUN
ajebi-1238	22	2	production	production	NOUN
ajebi-1238	22	3	in	in	ADP
ajebi-1238	22	4	kenya	kenya	PROPN
ajebi-1238	22	5	is	be	AUX
ajebi-1238	22	6	estimated	estimate	VERB
ajebi-1238	22	7	at	at	ADP
ajebi-1238	22	8	150,000	150,000	NUM
ajebi-1238	22	9	metric	metric	ADJ
ajebi-1238	22	10	tons	ton	NOUN
ajebi-1238	22	11	from	from	ADP
ajebi-1238	22	12	25,000	25,000	NUM
ajebi-1238	22	13	hectares	hectare	NOUN
ajebi-1238	22	14	of	of	ADP
ajebi-1238	22	15	land	land	NOUN
ajebi-1238	22	16	(	(	PUNCT
ajebi-1238	22	17	gok	gok	NOUN
ajebi-1238	22	18	,	,	PUNCT
ajebi-1238	22	19	2017	2017	NUM
ajebi-1238	22	20	)	)	PUNCT
ajebi-1238	22	21	.	.	PUNCT
ajebi-1238	23	1	rice	rice	NOUN
ajebi-1238	23	2	production	production	NOUN
ajebi-1238	23	3	barely	barely	ADV
ajebi-1238	23	4	fulfils	fulfil	VERB
ajebi-1238	23	5	around	around	ADP
ajebi-1238	23	6	20	20	NUM
ajebi-1238	23	7	%	%	NOUN
ajebi-1238	23	8	of	of	ADP
ajebi-1238	23	9	overall	overall	ADJ
ajebi-1238	23	10	demand	demand	NOUN
ajebi-1238	23	11	,	,	PUNCT
ajebi-1238	23	12	with	with	ADP
ajebi-1238	23	13	rice	rice	NOUN
ajebi-1238	23	14	consumption	consumption	NOUN
ajebi-1238	23	15	expected	expect	VERB
ajebi-1238	23	16	to	to	PART
ajebi-1238	23	17	climb	climb	VERB
ajebi-1238	23	18	as	as	SCONJ
ajebi-1238	23	19	the	the	DET
ajebi-1238	23	20	world	world	NOUN
ajebi-1238	23	21	’s	’s	PART
ajebi-1238	23	22	population	population	NOUN
ajebi-1238	23	23	grows	grow	VERB
ajebi-1238	23	24	and	and	CCONJ
ajebi-1238	23	25	eating	eat	VERB
ajebi-1238	23	26	patterns	pattern	NOUN
ajebi-1238	23	27	change	change	NOUN
ajebi-1238	23	28	(	(	PUNCT
ajebi-1238	23	29	atera	atera	NOUN
ajebi-1238	23	30	et	et	PROPN
ajebi-1238	23	31	al	al	PROPN
ajebi-1238	23	32	.	.	PROPN
ajebi-1238	23	33	,	,	PUNCT
ajebi-1238	23	34	2018	2018	NUM
ajebi-1238	23	35	)	)	PUNCT
ajebi-1238	23	36	.	.	PUNCT
ajebi-1238	24	1	rice	rice	NOUN
ajebi-1238	24	2	consumption	consumption	NOUN
ajebi-1238	24	3	in	in	ADP
ajebi-1238	24	4	kenya	kenya	PROPN
ajebi-1238	24	5	is	be	AUX
ajebi-1238	24	6	estimated	estimate	VERB
ajebi-1238	24	7	to	to	PART
ajebi-1238	24	8	be	be	AUX
ajebi-1238	24	9	550,000	550,000	NUM
ajebi-1238	24	10	metric	metric	ADJ
ajebi-1238	24	11	tons	ton	NOUN
ajebi-1238	24	12	per	per	ADP
ajebi-1238	24	13	year	year	NOUN
ajebi-1238	24	14	(	(	PUNCT
ajebi-1238	24	15	kenya	kenya	PROPN
ajebi-1238	24	16	bureau	bureau	PROPN
ajebi-1238	24	17	of	of	ADP
ajebi-1238	24	18	statistics	statistic	NOUN
ajebi-1238	24	19	,	,	PUNCT
ajebi-1238	24	20	2017	2017	NUM
ajebi-1238	24	21	)	)	PUNCT
ajebi-1238	24	22	,	,	PUNCT
ajebi-1238	24	23	and	and	CCONJ
ajebi-1238	24	24	it	it	PRON
ajebi-1238	24	25	is	be	AUX
ajebi-1238	24	26	growing	grow	VERB
ajebi-1238	24	27	at	at	ADP
ajebi-1238	24	28	a	a	DET
ajebi-1238	24	29	an	an	DET
ajebi-1238	24	30	anual	anual	ADJ
ajebi-1238	24	31	rate	rate	NOUN
ajebi-1238	24	32	of	of	ADP
ajebi-1238	24	33	12	12	NUM
ajebi-1238	24	34	%	%	NOUN
ajebi-1238	24	35	,	,	PUNCT
ajebi-1238	24	36	compared	compare	VERB
ajebi-1238	24	37	to	to	ADP
ajebi-1238	24	38	4	4	NUM
ajebi-1238	24	39	%	%	NOUN
ajebi-1238	24	40	for	for	ADP
ajebi-1238	24	41	wheat	wheat	NOUN
ajebi-1238	24	42	and	and	CCONJ
ajebi-1238	24	43	1	1	NUM
ajebi-1238	24	44	%	%	NOUN
ajebi-1238	24	45	for	for	ADP
ajebi-1238	24	46	maize	maize	NOUN
ajebi-1238	24	47	,	,	PUNCT
ajebi-1238	24	48	the	the	DET
ajebi-1238	24	49	leading	lead	VERB
ajebi-1238	24	50	basic	basic	ADJ
ajebi-1238	24	51	food	food	NOUN
ajebi-1238	24	52	(	(	PUNCT
ajebi-1238	24	53	ministry	ministry	PROPN
ajebi-1238	24	54	of	of	ADP
ajebi-1238	24	55	agriculture	agriculture	PROPN
ajebi-1238	24	56	,	,	PUNCT
ajebi-1238	24	57	2018	2018	NUM
ajebi-1238	24	58	)	)	PUNCT
ajebi-1238	24	59	.	.	PUNCT
ajebi-1238	25	1	per	per	ADP
ajebi-1238	25	2	capita	capita	X
ajebi-1238	25	3	,	,	PUNCT
ajebi-1238	25	4	rice	rice	NOUN
ajebi-1238	25	5	consumption	consumption	NOUN
ajebi-1238	25	6	in	in	ADP
ajebi-1238	25	7	kenya	kenya	PROPN
ajebi-1238	25	8	is	be	AUX
ajebi-1238	25	9	estimated	estimate	VERB
ajebi-1238	25	10	to	to	PART
ajebi-1238	25	11	be	be	AUX
ajebi-1238	25	12	10	10	NUM
ajebi-1238	25	13	-	-	SYM
ajebi-1238	25	14	18	18	NUM
ajebi-1238	25	15	kilograms	kilogram	NOUN
ajebi-1238	25	16	per	per	ADP
ajebi-1238	25	17	year	year	NOUN
ajebi-1238	25	18	(	(	PUNCT
ajebi-1238	25	19	ministry	ministry	PROPN
ajebi-1238	25	20	of	of	ADP
ajebi-1238	25	21	agriculture	agriculture	PROPN
ajebi-1238	25	22	,	,	PUNCT
ajebi-1238	25	23	2017	2017	NUM
ajebi-1238	25	24	)	)	PUNCT
ajebi-1238	25	25	.	.	PUNCT
ajebi-1238	26	1	rice	rice	NOUN
ajebi-1238	26	2	demand	demand	NOUN
ajebi-1238	26	3	surpasses	surpass	VERB
ajebi-1238	26	4	supply	supply	VERB
ajebi-1238	26	5	,	,	PUNCT
ajebi-1238	26	6	and	and	CCONJ
ajebi-1238	26	7	the	the	DET
ajebi-1238	26	8	vast	vast	ADJ
ajebi-1238	26	9	gap	gap	NOUN
ajebi-1238	26	10	between	between	ADP
ajebi-1238	26	11	supply	supply	NOUN
ajebi-1238	26	12	and	and	CCONJ
ajebi-1238	26	13	demand	demand	NOUN
ajebi-1238	26	14	is	be	AUX
ajebi-1238	26	15	covered	cover	VERB
ajebi-1238	26	16	at	at	ADP
ajebi-1238	26	17	a	a	DET
ajebi-1238	26	18	high	high	ADJ
ajebi-1238	26	19	cost	cost	NOUN
ajebi-1238	26	20	by	by	ADP
ajebi-1238	26	21	importing	import	VERB
ajebi-1238	26	22	to	to	PART
ajebi-1238	26	23	meet	meet	VERB
ajebi-1238	26	24	domestic	domestic	ADJ
ajebi-1238	26	25	needs	need	NOUN
ajebi-1238	26	26	.	.	PUNCT
ajebi-1238	27	1	by	by	ADP
ajebi-1238	27	2	2030	2030	NUM
ajebi-1238	27	3	,	,	PUNCT
ajebi-1238	27	4	the	the	DET
ajebi-1238	27	5	rice	rice	NOUN
ajebi-1238	27	6	market	market	NOUN
ajebi-1238	27	7	is	be	AUX
ajebi-1238	27	8	expected	expect	VERB
ajebi-1238	27	9	to	to	PART
ajebi-1238	27	10	grow	grow	VERB
ajebi-1238	27	11	to	to	ADP
ajebi-1238	27	12	517.5	517.5	NUM
ajebi-1238	27	13	million	million	NUM
ajebi-1238	27	14	tons	ton	NOUN
ajebi-1238	27	15	(	(	PUNCT
ajebi-1238	27	16	musila	musila	NOUN
ajebi-1238	27	17	et	et	PROPN
ajebi-1238	27	18	al	al	PROPN
ajebi-1238	27	19	.	.	PROPN
ajebi-1238	27	20	,	,	PUNCT
ajebi-1238	27	21	2018	2018	NUM
ajebi-1238	27	22	)	)	PUNCT
ajebi-1238	27	23	.	.	PUNCT
ajebi-1238	28	1	for	for	SCONJ
ajebi-1238	28	2	kenya	kenya	PROPN
ajebi-1238	28	3	to	to	PART
ajebi-1238	28	4	achieve	achieve	VERB
ajebi-1238	28	5	rice	rice	NOUN
ajebi-1238	28	6	self	self	NOUN
ajebi-1238	28	7	-	-	PUNCT
ajebi-1238	28	8	sufficiency	sufficiency	NOUN
ajebi-1238	28	9	by	by	ADP
ajebi-1238	28	10	2030	2030	NUM
ajebi-1238	28	11	,	,	PUNCT
ajebi-1238	28	12	total	total	ADJ
ajebi-1238	28	13	domestic	domestic	ADJ
ajebi-1238	28	14	rice	rice	NOUN
ajebi-1238	28	15	output	output	NOUN
ajebi-1238	28	16	must	must	AUX
ajebi-1238	28	17	increase	increase	VERB
ajebi-1238	28	18	at	at	ADP
ajebi-1238	28	19	a	a	DET
ajebi-1238	28	20	rate	rate	NOUN
ajebi-1238	28	21	of	of	ADP
ajebi-1238	28	22	9.3	9.3	NUM
ajebi-1238	28	23	percent	percent	NOUN
ajebi-1238	28	24	each	each	DET
ajebi-1238	28	25	year	year	NOUN
ajebi-1238	28	26	(	(	PUNCT
ajebi-1238	28	27	ministry	ministry	PROPN
ajebi-1238	28	28	of	of	ADP
ajebi-1238	28	29	agriculture	agriculture	PROPN
ajebi-1238	28	30	,	,	PUNCT
ajebi-1238	28	31	2018	2018	NUM
ajebi-1238	28	32	)	)	PUNCT
ajebi-1238	28	33	.	.	PUNCT
ajebi-1238	29	1	the	the	DET
ajebi-1238	29	2	mwea	mwea	PROPN
ajebi-1238	29	3	irrigation	irrigation	NOUN
ajebi-1238	29	4	scheme	scheme	NOUN
ajebi-1238	29	5	was	be	AUX
ajebi-1238	29	6	established	establish	VERB
ajebi-1238	29	7	in	in	ADP
ajebi-1238	29	8	1958	1958	NUM
ajebi-1238	29	9	as	as	ADP
ajebi-1238	29	10	a	a	DET
ajebi-1238	29	11	resettlement	resettlement	NOUN
ajebi-1238	29	12	scheme	scheme	NOUN
ajebi-1238	29	13	with	with	ADP
ajebi-1238	29	14	the	the	DET
ajebi-1238	29	15	primary	primary	ADJ
ajebi-1238	29	16	goal	goal	NOUN
ajebi-1238	29	17	of	of	ADP
ajebi-1238	29	18	resettling	resettle	VERB
ajebi-1238	29	19	landless	landless	NOUN
ajebi-1238	29	20	and	and	CCONJ
ajebi-1238	29	21	ex	ex	NOUN
ajebi-1238	29	22	-	-	NOUN
ajebi-1238	29	23	detainees	detainee	NOUN
ajebi-1238	29	24	.	.	PUNCT
ajebi-1238	30	1	the	the	DET
ajebi-1238	30	2	program	program	NOUN
ajebi-1238	30	3	covers	cover	VERB
ajebi-1238	30	4	30,350	30,350	NUM
ajebi-1238	30	5	acres	acre	NOUN
ajebi-1238	30	6	,	,	PUNCT
ajebi-1238	30	7	with	with	ADP
ajebi-1238	30	8	16,000	16,000	NUM
ajebi-1238	30	9	acres	acre	NOUN
ajebi-1238	30	10	dedicated	dedicate	VERB
ajebi-1238	30	11	to	to	ADP
ajebi-1238	30	12	rice	rice	NOUN
ajebi-1238	30	13	production	production	NOUN
ajebi-1238	30	14	and	and	CCONJ
ajebi-1238	30	15	the	the	DET
ajebi-1238	30	16	rest	rest	NOUN
ajebi-1238	30	17	used	use	VERB
ajebi-1238	30	18	for	for	ADP
ajebi-1238	30	19	settlement	settlement	NOUN
ajebi-1238	30	20	,	,	PUNCT
ajebi-1238	30	21	public	public	ADJ
ajebi-1238	30	22	amenities	amenity	NOUN
ajebi-1238	30	23	,	,	PUNCT
ajebi-1238	30	24	subsistence	subsistence	NOUN
ajebi-1238	30	25	farming	farming	NOUN
ajebi-1238	30	26	,	,	PUNCT
ajebi-1238	30	27	and	and	CCONJ
ajebi-1238	30	28	horticultural	horticultural	ADJ
ajebi-1238	30	29	crop	crop	NOUN
ajebi-1238	30	30	farming	farming	NOUN
ajebi-1238	30	31	.	.	PUNCT
ajebi-1238	31	1	the	the	DET
ajebi-1238	31	2	nyamindi	nyamindi	NOUN
ajebi-1238	31	3	and	and	CCONJ
ajebi-1238	31	4	thiba	thiba	PROPN
ajebi-1238	31	5	rivers	river	NOUN
ajebi-1238	31	6	provide	provide	VERB
ajebi-1238	31	7	water	water	NOUN
ajebi-1238	31	8	to	to	ADP
ajebi-1238	31	9	the	the	DET
ajebi-1238	31	10	project	project	NOUN
ajebi-1238	31	11	.	.	PUNCT
ajebi-1238	32	1	around	around	ADP
ajebi-1238	32	2	7,500	7,500	NUM
ajebi-1238	32	3	households	household	NOUN
ajebi-1238	32	4	are	be	AUX
ajebi-1238	32	5	working	work	VERB
ajebi-1238	32	6	on	on	ADP
ajebi-1238	32	7	an	an	DET
ajebi-1238	32	8	average	average	NOUN
ajebi-1238	32	9	of	of	ADP
ajebi-1238	32	10	4	4	NUM
ajebi-1238	32	11	acres	acre	NOUN
ajebi-1238	32	12	of	of	ADP
ajebi-1238	32	13	land	land	NOUN
ajebi-1238	32	14	(	(	PUNCT
ajebi-1238	32	15	nia	nia	PROPN
ajebi-1238	32	16	,	,	PUNCT
ajebi-1238	32	17	2020	2020	NUM
ajebi-1238	32	18	)	)	PUNCT
ajebi-1238	32	19	.	.	PUNCT
ajebi-1238	33	1	until	until	ADP
ajebi-1238	33	2	1998	1998	NUM
ajebi-1238	33	3	,	,	PUNCT
ajebi-1238	33	4	the	the	DET
ajebi-1238	33	5	government	government	NOUN
ajebi-1238	33	6	oversaw	oversee	VERB
ajebi-1238	33	7	the	the	DET
ajebi-1238	33	8	plan	plan	NOUN
ajebi-1238	33	9	through	through	ADP
ajebi-1238	33	10	the	the	DET
ajebi-1238	33	11	national	national	ADJ
ajebi-1238	33	12	irrigation	irrigation	PROPN
ajebi-1238	33	13	board	board	NOUN
ajebi-1238	33	14	(	(	PUNCT
ajebi-1238	33	15	nib	nib	PROPN
ajebi-1238	33	16	)	)	PUNCT
ajebi-1238	33	17	.	.	PUNCT
ajebi-1238	34	1	the	the	DET
ajebi-1238	34	2	https://doi.org/10.54536/ajebi.v2i1.1238	https://doi.org/10.54536/ajebi.v2i1.1238	NOUN
ajebi-1238	34	3	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	AUX
ajebi-1238	34	4	pa	pa	PROPN
ajebi-1238	34	5	ge	ge	PROPN
ajebi-1238	34	6	30	30	NUM
ajebi-1238	34	7	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	34	8	am	am	NOUN
ajebi-1238	34	9	.	.	PUNCT
ajebi-1238	35	1	j.	j.	PROPN
ajebi-1238	35	2	econ	econ	PROPN
ajebi-1238	35	3	.	.	PUNCT
ajebi-1238	35	4	bus	bus	PROPN
ajebi-1238	35	5	.	.	PUNCT
ajebi-1238	36	1	innov	innov	PROPN
ajebi-1238	36	2	.	.	PUNCT
ajebi-1238	37	1	2(1	2(1	NUM
ajebi-1238	37	2	)	)	PUNCT
ajebi-1238	37	3	29	29	NUM
ajebi-1238	37	4	-	-	SYM
ajebi-1238	37	5	38	38	NUM
ajebi-1238	37	6	,	,	PUNCT
ajebi-1238	37	7	2023	2023	NUM
ajebi-1238	37	8	nib	nib	NOUN
ajebi-1238	37	9	was	be	AUX
ajebi-1238	37	10	the	the	DET
ajebi-1238	37	11	landlord	landlord	NOUN
ajebi-1238	37	12	,	,	PUNCT
ajebi-1238	37	13	and	and	CCONJ
ajebi-1238	37	14	the	the	DET
ajebi-1238	37	15	farmers	farmer	NOUN
ajebi-1238	37	16	were	be	AUX
ajebi-1238	37	17	the	the	DET
ajebi-1238	37	18	tenants	tenant	NOUN
ajebi-1238	37	19	regarding	regard	VERB
ajebi-1238	37	20	land	land	NOUN
ajebi-1238	37	21	tenure	tenure	NOUN
ajebi-1238	37	22	.	.	PUNCT
ajebi-1238	38	1	the	the	DET
ajebi-1238	38	2	tenant	tenant	NOUN
ajebi-1238	38	3	provided	provide	VERB
ajebi-1238	38	4	labour	labour	NOUN
ajebi-1238	38	5	services	service	NOUN
ajebi-1238	38	6	at	at	ADP
ajebi-1238	38	7	a	a	DET
ajebi-1238	38	8	cost	cost	NOUN
ajebi-1238	38	9	established	establish	VERB
ajebi-1238	38	10	by	by	ADP
ajebi-1238	38	11	the	the	DET
ajebi-1238	38	12	landlord	landlord	NOUN
ajebi-1238	38	13	,	,	PUNCT
ajebi-1238	38	14	while	while	SCONJ
ajebi-1238	38	15	the	the	DET
ajebi-1238	38	16	landlord	landlord	NOUN
ajebi-1238	38	17	provided	provide	VERB
ajebi-1238	38	18	inputs	input	NOUN
ajebi-1238	38	19	,	,	PUNCT
ajebi-1238	38	20	infrastructure	infrastructure	NOUN
ajebi-1238	38	21	,	,	PUNCT
ajebi-1238	38	22	machinery	machinery	NOUN
ajebi-1238	38	23	,	,	PUNCT
ajebi-1238	38	24	and	and	CCONJ
ajebi-1238	38	25	extension	extension	NOUN
ajebi-1238	38	26	services.the	services.the	DET
ajebi-1238	38	27	government	government	NOUN
ajebi-1238	38	28	had	have	VERB
ajebi-1238	38	29	an	an	DET
ajebi-1238	38	30	elaborate	elaborate	ADJ
ajebi-1238	38	31	structure	structure	NOUN
ajebi-1238	38	32	and	and	CCONJ
ajebi-1238	38	33	mechanisms	mechanism	NOUN
ajebi-1238	38	34	,	,	PUNCT
ajebi-1238	38	35	farming	farming	NOUN
ajebi-1238	38	36	operations	operation	NOUN
ajebi-1238	38	37	management	management	NOUN
ajebi-1238	38	38	,	,	PUNCT
ajebi-1238	38	39	water	water	NOUN
ajebi-1238	38	40	management	management	NOUN
ajebi-1238	38	41	,	,	PUNCT
ajebi-1238	38	42	funding	funding	NOUN
ajebi-1238	38	43	arrangements	arrangement	NOUN
ajebi-1238	38	44	,	,	PUNCT
ajebi-1238	38	45	storage	storage	NOUN
ajebi-1238	38	46	,	,	PUNCT
ajebi-1238	38	47	processing	processing	NOUN
ajebi-1238	38	48	,	,	PUNCT
ajebi-1238	38	49	and	and	CCONJ
ajebi-1238	38	50	marketing	marketing	NOUN
ajebi-1238	38	51	(	(	PUNCT
ajebi-1238	38	52	mati	mati	PROPN
ajebi-1238	38	53	et	et	PROPN
ajebi-1238	38	54	al	al	PROPN
ajebi-1238	38	55	.	.	PROPN
ajebi-1238	38	56	,	,	PUNCT
ajebi-1238	38	57	2016	2016	NUM
ajebi-1238	38	58	)	)	PUNCT
ajebi-1238	38	59	.	.	PUNCT
ajebi-1238	39	1	farming	farming	NOUN
ajebi-1238	39	2	is	be	AUX
ajebi-1238	39	3	still	still	ADV
ajebi-1238	39	4	a	a	DET
ajebi-1238	39	5	significant	significant	ADJ
ajebi-1238	39	6	concern	concern	NOUN
ajebi-1238	39	7	in	in	ADP
ajebi-1238	39	8	kenya	kenya	PROPN
ajebi-1238	39	9	because	because	SCONJ
ajebi-1238	39	10	of	of	ADP
ajebi-1238	39	11	its	its	PRON
ajebi-1238	39	12	good	good	ADJ
ajebi-1238	39	13	impact	impact	NOUN
ajebi-1238	39	14	on	on	ADP
ajebi-1238	39	15	household	household	NOUN
ajebi-1238	39	16	food	food	NOUN
ajebi-1238	39	17	security	security	NOUN
ajebi-1238	39	18	and	and	CCONJ
ajebi-1238	39	19	farmer	farmer	NOUN
ajebi-1238	39	20	revenue	revenue	NOUN
ajebi-1238	39	21	.	.	PUNCT
ajebi-1238	40	1	kenya	kenya	PROPN
ajebi-1238	40	2	’s	’s	PART
ajebi-1238	40	3	rice	rice	NOUN
ajebi-1238	40	4	output	output	NOUN
ajebi-1238	40	5	is	be	AUX
ajebi-1238	40	6	80	80	NUM
ajebi-1238	40	7	%	%	NOUN
ajebi-1238	40	8	based	base	VERB
ajebi-1238	40	9	on	on	ADP
ajebi-1238	40	10	the	the	DET
ajebi-1238	40	11	mwea	mwea	PROPN
ajebi-1238	40	12	irrigation	irrigation	NOUN
ajebi-1238	40	13	scheme	scheme	NOUN
ajebi-1238	40	14	.	.	PUNCT
ajebi-1238	41	1	because	because	SCONJ
ajebi-1238	41	2	of	of	ADP
ajebi-1238	41	3	its	its	PRON
ajebi-1238	41	4	outstanding	outstanding	ADJ
ajebi-1238	41	5	quality	quality	NOUN
ajebi-1238	41	6	,	,	PUNCT
ajebi-1238	41	7	mis	mis	PROPN
ajebi-1238	41	8	rice	rice	PROPN
ajebi-1238	41	9	is	be	AUX
ajebi-1238	41	10	frequently	frequently	ADV
ajebi-1238	41	11	blended	blend	VERB
ajebi-1238	41	12	with	with	ADP
ajebi-1238	41	13	low	low	ADJ
ajebi-1238	41	14	-	-	PUNCT
ajebi-1238	41	15	quality	quality	NOUN
ajebi-1238	41	16	imported	import	VERB
ajebi-1238	41	17	rice	rice	NOUN
ajebi-1238	41	18	in	in	ADP
ajebi-1238	41	19	the	the	DET
ajebi-1238	41	20	region	region	NOUN
ajebi-1238	41	21	.	.	PUNCT
ajebi-1238	42	1	rice	rice	NOUN
ajebi-1238	42	2	traders	trader	NOUN
ajebi-1238	42	3	are	be	AUX
ajebi-1238	42	4	increasingly	increasingly	ADV
ajebi-1238	42	5	capitalizing	capitalize	VERB
ajebi-1238	42	6	on	on	ADP
ajebi-1238	42	7	changing	change	VERB
ajebi-1238	42	8	market	market	NOUN
ajebi-1238	42	9	conditions	condition	NOUN
ajebi-1238	42	10	and	and	CCONJ
ajebi-1238	42	11	consumer	consumer	NOUN
ajebi-1238	42	12	preferences	preference	NOUN
ajebi-1238	42	13	.	.	PUNCT
ajebi-1238	43	1	in	in	ADP
ajebi-1238	43	2	the	the	DET
ajebi-1238	43	3	recent	recent	ADJ
ajebi-1238	43	4	decade	decade	NOUN
ajebi-1238	43	5	,	,	PUNCT
ajebi-1238	43	6	smallholder	smallholder	NOUN
ajebi-1238	43	7	rice	rice	NOUN
ajebi-1238	43	8	farmers	farmer	NOUN
ajebi-1238	43	9	have	have	AUX
ajebi-1238	43	10	been	be	AUX
ajebi-1238	43	11	less	less	ADV
ajebi-1238	43	12	involved	involved	ADJ
ajebi-1238	43	13	in	in	ADP
ajebi-1238	43	14	rice	rice	NOUN
ajebi-1238	43	15	marketing	marketing	NOUN
ajebi-1238	43	16	.	.	PUNCT
ajebi-1238	44	1	many	many	ADJ
ajebi-1238	44	2	new	new	ADJ
ajebi-1238	44	3	competitors	competitor	NOUN
ajebi-1238	44	4	have	have	AUX
ajebi-1238	44	5	entered	enter	VERB
ajebi-1238	44	6	the	the	DET
ajebi-1238	44	7	rice	rice	NOUN
ajebi-1238	44	8	marketing	marketing	NOUN
ajebi-1238	44	9	scene	scene	NOUN
ajebi-1238	44	10	.	.	PUNCT
ajebi-1238	45	1	nib	nib	PROPN
ajebi-1238	45	2	,	,	PUNCT
ajebi-1238	45	3	mwea	mwea	VERB
ajebi-1238	45	4	rice	rice	NOUN
ajebi-1238	45	5	millers	miller	NOUN
ajebi-1238	45	6	,	,	PUNCT
ajebi-1238	45	7	cooperative	cooperative	ADJ
ajebi-1238	45	8	millers	miller	NOUN
ajebi-1238	45	9	,	,	PUNCT
ajebi-1238	45	10	distributors	distributor	NOUN
ajebi-1238	45	11	,	,	PUNCT
ajebi-1238	45	12	merchants	merchant	NOUN
ajebi-1238	45	13	,	,	PUNCT
ajebi-1238	45	14	brokers	broker	NOUN
ajebi-1238	45	15	,	,	PUNCT
ajebi-1238	45	16	and	and	CCONJ
ajebi-1238	45	17	importers	importer	NOUN
ajebi-1238	45	18	are	be	AUX
ajebi-1238	45	19	among	among	ADP
ajebi-1238	45	20	the	the	DET
ajebi-1238	45	21	marketing	marketing	NOUN
ajebi-1238	45	22	chain	chain	NOUN
ajebi-1238	45	23	’s	’s	PART
ajebi-1238	45	24	actors	actor	NOUN
ajebi-1238	45	25	(	(	PUNCT
ajebi-1238	45	26	ndegwa	ndegwa	NOUN
ajebi-1238	45	27	,	,	PUNCT
ajebi-1238	45	28	2018	2018	NUM
ajebi-1238	45	29	)	)	PUNCT
ajebi-1238	45	30	.	.	PUNCT
ajebi-1238	46	1	farmers	farmer	NOUN
ajebi-1238	46	2	in	in	ADP
ajebi-1238	46	3	the	the	DET
ajebi-1238	46	4	mwea	mwea	PROPN
ajebi-1238	46	5	irrigation	irrigation	NOUN
ajebi-1238	46	6	scheme	scheme	NOUN
ajebi-1238	46	7	have	have	VERB
ajebi-1238	46	8	numerous	numerous	ADJ
ajebi-1238	46	9	avenues	avenue	NOUN
ajebi-1238	46	10	to	to	PART
ajebi-1238	46	11	dispose	dispose	VERB
ajebi-1238	46	12	their	their	PRON
ajebi-1238	46	13	rice	rice	NOUN
ajebi-1238	46	14	surplus	surplus	NOUN
ajebi-1238	46	15	.	.	PUNCT
ajebi-1238	47	1	in	in	ADP
ajebi-1238	47	2	the	the	DET
ajebi-1238	47	3	mwea	mwea	PROPN
ajebi-1238	47	4	irrigation	irrigation	NOUN
ajebi-1238	47	5	scheme	scheme	NOUN
ajebi-1238	47	6	,	,	PUNCT
ajebi-1238	47	7	there	there	PRON
ajebi-1238	47	8	is	be	VERB
ajebi-1238	47	9	inadequate	inadequate	ADJ
ajebi-1238	47	10	information	information	NOUN
ajebi-1238	47	11	on	on	ADP
ajebi-1238	47	12	the	the	DET
ajebi-1238	47	13	specific	specific	ADJ
ajebi-1238	47	14	avenues	avenue	NOUN
ajebi-1238	47	15	farmers	farmer	NOUN
ajebi-1238	47	16	may	may	AUX
ajebi-1238	47	17	opt	opt	VERB
ajebi-1238	47	18	for	for	ADP
ajebi-1238	47	19	and	and	CCONJ
ajebi-1238	47	20	farmers	farmer	NOUN
ajebi-1238	47	21	’	’	PART
ajebi-1238	47	22	choices	choice	NOUN
ajebi-1238	47	23	of	of	ADP
ajebi-1238	47	24	rice	rice	NOUN
ajebi-1238	47	25	marketing	marketing	NOUN
ajebi-1238	47	26	channels	channel	NOUN
ajebi-1238	47	27	.	.	PUNCT
ajebi-1238	48	1	this	this	DET
ajebi-1238	48	2	study	study	NOUN
ajebi-1238	48	3	identified	identify	VERB
ajebi-1238	48	4	the	the	DET
ajebi-1238	48	5	rice	rice	NOUN
ajebi-1238	48	6	marketing	marketing	NOUN
ajebi-1238	48	7	channels	channel	NOUN
ajebi-1238	48	8	and	and	CCONJ
ajebi-1238	48	9	channel	channel	NOUN
ajebi-1238	48	10	choices	choice	NOUN
ajebi-1238	48	11	among	among	ADP
ajebi-1238	48	12	rice	rice	NOUN
ajebi-1238	48	13	farmers	farmer	NOUN
ajebi-1238	48	14	to	to	PART
ajebi-1238	48	15	bridge	bridge	VERB
ajebi-1238	48	16	this	this	DET
ajebi-1238	48	17	knowledge	knowledge	NOUN
ajebi-1238	48	18	gap	gap	NOUN
ajebi-1238	48	19	.	.	PUNCT
ajebi-1238	49	1	literature	literature	PROPN
ajebi-1238	49	2	review	review	VERB
ajebi-1238	49	3	theoretical	theoretical	PROPN
ajebi-1238	49	4	review	review	PROPN
ajebi-1238	49	5	adam	adam	PROPN
ajebi-1238	49	6	smith	smith	PROPN
ajebi-1238	49	7	’s	’s	PART
ajebi-1238	49	8	(	(	PUNCT
ajebi-1238	49	9	1770	1770	NUM
ajebi-1238	49	10	)	)	PUNCT
ajebi-1238	49	11	rational	rational	ADJ
ajebi-1238	49	12	choice	choice	NOUN
ajebi-1238	49	13	theory	theory	NOUN
ajebi-1238	49	14	(	(	PUNCT
ajebi-1238	49	15	rct	rct	PROPN
ajebi-1238	49	16	)	)	PUNCT
ajebi-1238	49	17	frequently	frequently	ADV
ajebi-1238	49	18	assumes	assume	VERB
ajebi-1238	49	19	that	that	SCONJ
ajebi-1238	49	20	the	the	DET
ajebi-1238	49	21	individual	individual	ADJ
ajebi-1238	49	22	decision	decision	NOUN
ajebi-1238	49	23	-	-	PUNCT
ajebi-1238	49	24	making	make	VERB
ajebi-1238	49	25	unit	unit	NOUN
ajebi-1238	49	26	in	in	ADP
ajebi-1238	49	27	question	question	NOUN
ajebi-1238	49	28	is	be	AUX
ajebi-1238	49	29	typical	typical	ADJ
ajebi-1238	49	30	or	or	CCONJ
ajebi-1238	49	31	representative	representative	NOUN
ajebi-1238	49	32	of	of	ADP
ajebi-1238	49	33	a	a	DET
ajebi-1238	49	34	broader	broad	ADJ
ajebi-1238	49	35	group	group	NOUN
ajebi-1238	49	36	,	,	PUNCT
ajebi-1238	49	37	such	such	ADJ
ajebi-1238	49	38	as	as	ADP
ajebi-1238	49	39	buyers	buyer	NOUN
ajebi-1238	49	40	or	or	CCONJ
ajebi-1238	49	41	sellers	seller	NOUN
ajebi-1238	49	42	in	in	ADP
ajebi-1238	49	43	a	a	DET
ajebi-1238	49	44	given	give	VERB
ajebi-1238	49	45	market	market	NOUN
ajebi-1238	49	46	.	.	PUNCT
ajebi-1238	50	1	after	after	ADP
ajebi-1238	50	2	determining	determine	VERB
ajebi-1238	50	3	individual	individual	ADJ
ajebi-1238	50	4	behaviour	behaviour	NOUN
ajebi-1238	50	5	,	,	PUNCT
ajebi-1238	50	6	the	the	DET
ajebi-1238	50	7	research	research	NOUN
ajebi-1238	50	8	usually	usually	ADV
ajebi-1238	50	9	looks	look	VERB
ajebi-1238	50	10	at	at	ADP
ajebi-1238	50	11	how	how	SCONJ
ajebi-1238	50	12	individual	individual	ADJ
ajebi-1238	50	13	decisions	decision	NOUN
ajebi-1238	50	14	interact	interact	VERB
ajebi-1238	50	15	to	to	PART
ajebi-1238	50	16	produce	produce	VERB
ajebi-1238	50	17	results	result	NOUN
ajebi-1238	50	18	.	.	PUNCT
ajebi-1238	51	1	theorists	theorist	NOUN
ajebi-1238	51	2	of	of	ADP
ajebi-1238	51	3	rational	rational	ADJ
ajebi-1238	51	4	choice	choice	NOUN
ajebi-1238	51	5	theory	theory	NOUN
ajebi-1238	51	6	think	think	VERB
ajebi-1238	51	7	that	that	SCONJ
ajebi-1238	51	8	most	most	ADJ
ajebi-1238	51	9	human	human	ADJ
ajebi-1238	51	10	actions	action	NOUN
ajebi-1238	51	11	are	be	AUX
ajebi-1238	51	12	made	make	VERB
ajebi-1238	51	13	to	to	PART
ajebi-1238	51	14	maximize	maximize	VERB
ajebi-1238	51	15	a	a	DET
ajebi-1238	51	16	person	person	NOUN
ajebi-1238	51	17	’s	’s	PART
ajebi-1238	51	18	benefits	benefit	NOUN
ajebi-1238	51	19	while	while	SCONJ
ajebi-1238	51	20	minimizing	minimize	VERB
ajebi-1238	51	21	those	those	PRON
ajebi-1238	51	22	that	that	PRON
ajebi-1238	51	23	may	may	AUX
ajebi-1238	51	24	harm	harm	VERB
ajebi-1238	51	25	them	they	PRON
ajebi-1238	51	26	.	.	PUNCT
ajebi-1238	52	1	the	the	DET
ajebi-1238	52	2	assumption	assumption	NOUN
ajebi-1238	52	3	behind	behind	ADP
ajebi-1238	52	4	the	the	DET
ajebi-1238	52	5	rational	rational	ADJ
ajebi-1238	52	6	choice	choice	NOUN
ajebi-1238	52	7	analysis	analysis	NOUN
ajebi-1238	52	8	is	be	AUX
ajebi-1238	52	9	that	that	SCONJ
ajebi-1238	52	10	some	some	DET
ajebi-1238	52	11	agent	agent	NOUN
ajebi-1238	52	12	,	,	PUNCT
ajebi-1238	52	13	or	or	CCONJ
ajebi-1238	52	14	set	set	NOUN
ajebi-1238	52	15	of	of	ADP
ajebi-1238	52	16	agents	agent	NOUN
ajebi-1238	52	17	,	,	PUNCT
ajebi-1238	52	18	maximizes	maximize	VERB
ajebi-1238	52	19	utility	utility	NOUN
ajebi-1238	52	20	by	by	ADP
ajebi-1238	52	21	selecting	select	VERB
ajebi-1238	52	22	the	the	DET
ajebi-1238	52	23	preferred	preferred	ADJ
ajebi-1238	52	24	option	option	NOUN
ajebi-1238	52	25	.	.	PUNCT
ajebi-1238	53	1	the	the	DET
ajebi-1238	53	2	presence	presence	NOUN
ajebi-1238	53	3	of	of	ADP
ajebi-1238	53	4	restrictions	restriction	NOUN
ajebi-1238	53	5	is	be	AUX
ajebi-1238	53	6	another	another	DET
ajebi-1238	53	7	crucial	crucial	ADJ
ajebi-1238	53	8	aspect	aspect	NOUN
ajebi-1238	53	9	of	of	ADP
ajebi-1238	53	10	the	the	DET
ajebi-1238	53	11	decision	decision	NOUN
ajebi-1238	53	12	-	-	PUNCT
ajebi-1238	53	13	making	make	VERB
ajebi-1238	53	14	process	process	NOUN
ajebi-1238	53	15	.	.	PUNCT
ajebi-1238	54	1	limitations	limitation	NOUN
ajebi-1238	54	2	necessitate	necessitate	ADJ
ajebi-1238	54	3	the	the	DET
ajebi-1238	54	4	choice	choice	NOUN
ajebi-1238	54	5	,	,	PUNCT
ajebi-1238	54	6	and	and	CCONJ
ajebi-1238	54	7	one	one	NUM
ajebi-1238	54	8	of	of	ADP
ajebi-1238	54	9	the	the	DET
ajebi-1238	54	10	benefits	benefit	NOUN
ajebi-1238	54	11	of	of	ADP
ajebi-1238	54	12	rational	rational	ADJ
ajebi-1238	54	13	choice	choice	NOUN
ajebi-1238	54	14	theory	theory	NOUN
ajebi-1238	54	15	is	be	AUX
ajebi-1238	54	16	that	that	SCONJ
ajebi-1238	54	17	it	it	PRON
ajebi-1238	54	18	makes	make	VERB
ajebi-1238	54	19	the	the	DET
ajebi-1238	54	20	trade	trade	NOUN
ajebi-1238	54	21	-	-	PUNCT
ajebi-1238	54	22	offs	off	NOUN
ajebi-1238	54	23	between	between	ADP
ajebi-1238	54	24	alternative	alternative	ADJ
ajebi-1238	54	25	options	option	NOUN
ajebi-1238	54	26	very	very	ADV
ajebi-1238	54	27	obvious	obvious	ADJ
ajebi-1238	54	28	.	.	PUNCT
ajebi-1238	55	1	the	the	DET
ajebi-1238	55	2	budget	budget	NOUN
ajebi-1238	55	3	restriction	restriction	NOUN
ajebi-1238	55	4	,	,	PUNCT
ajebi-1238	55	5	which	which	PRON
ajebi-1238	55	6	states	state	VERB
ajebi-1238	55	7	that	that	SCONJ
ajebi-1238	55	8	the	the	DET
ajebi-1238	55	9	customer	customer	NOUN
ajebi-1238	55	10	can	can	AUX
ajebi-1238	55	11	not	not	PART
ajebi-1238	55	12	spend	spend	VERB
ajebi-1238	55	13	more	more	ADJ
ajebi-1238	55	14	than	than	ADP
ajebi-1238	55	15	her	her	PRON
ajebi-1238	55	16	income	income	NOUN
ajebi-1238	55	17	in	in	ADP
ajebi-1238	55	18	a	a	DET
ajebi-1238	55	19	simple	simple	ADJ
ajebi-1238	55	20	one	one	NUM
ajebi-1238	55	21	-	-	PUNCT
ajebi-1238	55	22	period	period	NOUN
ajebi-1238	55	23	consumer	consumer	NOUN
ajebi-1238	55	24	choice	choice	NOUN
ajebi-1238	55	25	problem	problem	NOUN
ajebi-1238	55	26	,	,	PUNCT
ajebi-1238	55	27	is	be	AUX
ajebi-1238	55	28	a	a	DET
ajebi-1238	55	29	common	common	ADJ
ajebi-1238	55	30	constraint	constraint	NOUN
ajebi-1238	55	31	.	.	PUNCT
ajebi-1238	56	1	rational	rational	ADJ
ajebi-1238	56	2	choice	choice	NOUN
ajebi-1238	56	3	theory	theory	NOUN
ajebi-1238	56	4	is	be	AUX
ajebi-1238	56	5	relevant	relevant	ADJ
ajebi-1238	56	6	because	because	SCONJ
ajebi-1238	56	7	it	it	PRON
ajebi-1238	56	8	assumes	assume	VERB
ajebi-1238	56	9	that	that	SCONJ
ajebi-1238	56	10	rice	rice	NOUN
ajebi-1238	56	11	agents	agent	NOUN
ajebi-1238	56	12	,	,	PUNCT
ajebi-1238	56	13	large	large	ADJ
ajebi-1238	56	14	-	-	PUNCT
ajebi-1238	56	15	scale	scale	NOUN
ajebi-1238	56	16	private	private	ADJ
ajebi-1238	56	17	millers	miller	NOUN
ajebi-1238	56	18	,	,	PUNCT
ajebi-1238	56	19	small	small	ADJ
ajebi-1238	56	20	private	private	ADJ
ajebi-1238	56	21	millers	miller	NOUN
ajebi-1238	56	22	,	,	PUNCT
ajebi-1238	56	23	nib	nib	NOUN
ajebi-1238	56	24	,	,	PUNCT
ajebi-1238	56	25	mwea	mwea	VERB
ajebi-1238	56	26	rice	rice	NOUN
ajebi-1238	56	27	millers	miller	NOUN
ajebi-1238	56	28	,	,	PUNCT
ajebi-1238	56	29	cooperative	cooperative	ADJ
ajebi-1238	56	30	millers	miller	NOUN
ajebi-1238	56	31	,	,	PUNCT
ajebi-1238	56	32	wholesalers	wholesaler	NOUN
ajebi-1238	56	33	,	,	PUNCT
ajebi-1238	56	34	retailers	retailer	NOUN
ajebi-1238	56	35	,	,	PUNCT
ajebi-1238	56	36	brokers	broker	NOUN
ajebi-1238	56	37	,	,	PUNCT
ajebi-1238	56	38	and	and	CCONJ
ajebi-1238	56	39	importers	importer	NOUN
ajebi-1238	56	40	,	,	PUNCT
ajebi-1238	56	41	among	among	ADP
ajebi-1238	56	42	others	other	NOUN
ajebi-1238	56	43	,	,	PUNCT
ajebi-1238	56	44	make	make	VERB
ajebi-1238	56	45	rational	rational	ADJ
ajebi-1238	56	46	choices	choice	NOUN
ajebi-1238	56	47	with	with	ADP
ajebi-1238	56	48	the	the	DET
ajebi-1238	56	49	farmers	farmer	NOUN
ajebi-1238	56	50	’	’	PART
ajebi-1238	56	51	choice	choice	NOUN
ajebi-1238	56	52	in	in	ADP
ajebi-1238	56	53	mind	mind	NOUN
ajebi-1238	56	54	.	.	PUNCT
ajebi-1238	57	1	empirical	empirical	ADJ
ajebi-1238	57	2	evidence	evidence	NOUN
ajebi-1238	57	3	on	on	ADP
ajebi-1238	57	4	farmer	farmer	NOUN
ajebi-1238	57	5	’s	’s	PART
ajebi-1238	57	6	choice	choice	NOUN
ajebi-1238	57	7	in	in	ADP
ajebi-1238	57	8	rice	rice	NOUN
ajebi-1238	57	9	marketing	marketing	NOUN
ajebi-1238	57	10	channels	channel	NOUN
ajebi-1238	57	11	using	use	VERB
ajebi-1238	57	12	a	a	DET
ajebi-1238	57	13	logit	logit	NOUN
ajebi-1238	57	14	model	model	NOUN
ajebi-1238	57	15	,	,	PUNCT
ajebi-1238	57	16	mburu	mburu	PROPN
ajebi-1238	57	17	et	et	PROPN
ajebi-1238	57	18	al	al	PROPN
ajebi-1238	57	19	.	.	PROPN
ajebi-1238	58	1	(	(	PUNCT
ajebi-1238	58	2	2017	2017	NUM
ajebi-1238	58	3	)	)	PUNCT
ajebi-1238	58	4	evaluated	evaluate	VERB
ajebi-1238	58	5	farmers	farmer	NOUN
ajebi-1238	58	6	’	’	PART
ajebi-1238	58	7	milk	milk	NOUN
ajebi-1238	58	8	marketing	marketing	NOUN
ajebi-1238	58	9	channel	channel	NOUN
ajebi-1238	58	10	choices	choice	NOUN
ajebi-1238	58	11	in	in	ADP
ajebi-1238	58	12	central	central	ADJ
ajebi-1238	58	13	kenya	kenya	NOUN
ajebi-1238	58	14	.	.	PUNCT
ajebi-1238	59	1	according	accord	VERB
ajebi-1238	59	2	to	to	ADP
ajebi-1238	59	3	the	the	DET
ajebi-1238	59	4	study	study	NOUN
ajebi-1238	59	5	,	,	PUNCT
ajebi-1238	59	6	the	the	DET
ajebi-1238	59	7	land	land	NOUN
ajebi-1238	59	8	negatively	negatively	ADV
ajebi-1238	59	9	influenced	influence	VERB
ajebi-1238	59	10	farmers	farmer	NOUN
ajebi-1238	59	11	’	’	PART
ajebi-1238	59	12	adoption	adoption	NOUN
ajebi-1238	59	13	of	of	ADP
ajebi-1238	59	14	milk	milk	NOUN
ajebi-1238	59	15	selling	sell	VERB
ajebi-1238	59	16	through	through	ADP
ajebi-1238	59	17	the	the	DET
ajebi-1238	59	18	dairy	dairy	NOUN
ajebi-1238	59	19	cooperative	cooperative	ADJ
ajebi-1238	59	20	channel	channel	NOUN
ajebi-1238	59	21	,	,	PUNCT
ajebi-1238	59	22	average	average	ADJ
ajebi-1238	59	23	milk	milk	NOUN
ajebi-1238	59	24	price	price	NOUN
ajebi-1238	59	25	,	,	PUNCT
ajebi-1238	59	26	the	the	DET
ajebi-1238	59	27	total	total	ADJ
ajebi-1238	59	28	number	number	NOUN
ajebi-1238	59	29	of	of	ADP
ajebi-1238	59	30	cows	cow	NOUN
ajebi-1238	59	31	milked	milk	VERB
ajebi-1238	59	32	,	,	PUNCT
ajebi-1238	59	33	and	and	CCONJ
ajebi-1238	59	34	farm	farm	NOUN
ajebi-1238	59	35	acreage	acreage	NOUN
ajebi-1238	59	36	.	.	PUNCT
ajebi-1238	60	1	hired	hire	VERB
ajebi-1238	60	2	permanent	permanent	ADJ
ajebi-1238	60	3	labour	labour	NOUN
ajebi-1238	60	4	,	,	PUNCT
ajebi-1238	60	5	whether	whether	SCONJ
ajebi-1238	60	6	or	or	CCONJ
ajebi-1238	60	7	not	not	PART
ajebi-1238	60	8	a	a	DET
ajebi-1238	60	9	household	household	NOUN
ajebi-1238	60	10	head	head	NOUN
ajebi-1238	60	11	worked	work	VERB
ajebi-1238	60	12	off	off	ADP
ajebi-1238	60	13	-	-	PUNCT
ajebi-1238	60	14	farm	farm	NOUN
ajebi-1238	60	15	,	,	PUNCT
ajebi-1238	60	16	average	average	ADJ
ajebi-1238	60	17	milk	milk	NOUN
ajebi-1238	60	18	output	output	NOUN
ajebi-1238	60	19	per	per	ADP
ajebi-1238	60	20	cow	cow	NOUN
ajebi-1238	60	21	(	(	PUNCT
ajebi-1238	60	22	kg	kg	X
ajebi-1238	60	23	per	per	ADP
ajebi-1238	60	24	day	day	NOUN
ajebi-1238	60	25	)	)	PUNCT
ajebi-1238	60	26	,	,	PUNCT
ajebi-1238	60	27	dairy	dairy	NOUN
ajebi-1238	60	28	cooperative	cooperative	NOUN
ajebi-1238	60	29	as	as	ADP
ajebi-1238	60	30	a	a	DET
ajebi-1238	60	31	source	source	NOUN
ajebi-1238	60	32	of	of	ADP
ajebi-1238	60	33	animal	animal	NOUN
ajebi-1238	60	34	production	production	NOUN
ajebi-1238	60	35	information	information	NOUN
ajebi-1238	60	36	,	,	PUNCT
ajebi-1238	60	37	and	and	CCONJ
ajebi-1238	60	38	the	the	DET
ajebi-1238	60	39	availability	availability	NOUN
ajebi-1238	60	40	of	of	ADP
ajebi-1238	60	41	financial	financial	ADJ
ajebi-1238	60	42	services	service	NOUN
ajebi-1238	60	43	all	all	PRON
ajebi-1238	60	44	had	have	VERB
ajebi-1238	60	45	a	a	DET
ajebi-1238	60	46	beneficial	beneficial	ADJ
ajebi-1238	60	47	impact	impact	NOUN
ajebi-1238	60	48	.	.	PUNCT
ajebi-1238	61	1	the	the	DET
ajebi-1238	61	2	traders	trader	NOUN
ajebi-1238	61	3	were	be	AUX
ajebi-1238	61	4	divided	divide	VERB
ajebi-1238	61	5	into	into	ADP
ajebi-1238	61	6	two	two	NUM
ajebi-1238	61	7	groups	group	NOUN
ajebi-1238	61	8	in	in	ADP
ajebi-1238	61	9	the	the	DET
ajebi-1238	61	10	study	study	NOUN
ajebi-1238	61	11	:	:	PUNCT
ajebi-1238	61	12	cooperatives	cooperative	NOUN
ajebi-1238	61	13	and	and	CCONJ
ajebi-1238	61	14	itinerant	itinerant	ADJ
ajebi-1238	61	15	traders	trader	NOUN
ajebi-1238	61	16	(	(	PUNCT
ajebi-1238	61	17	hawkers	hawker	NOUN
ajebi-1238	61	18	,	,	PUNCT
ajebi-1238	61	19	neighbours	neighbour	NOUN
ajebi-1238	61	20	,	,	PUNCT
ajebi-1238	61	21	and	and	CCONJ
ajebi-1238	61	22	hotels	hotel	NOUN
ajebi-1238	61	23	)	)	PUNCT
ajebi-1238	61	24	.	.	PUNCT
ajebi-1238	62	1	the	the	DET
ajebi-1238	62	2	difference	difference	NOUN
ajebi-1238	62	3	between	between	ADP
ajebi-1238	62	4	mburu	mburu	NOUN
ajebi-1238	62	5	et	et	PROPN
ajebi-1238	62	6	al	al	PROPN
ajebi-1238	62	7	.	.	PROPN
ajebi-1238	62	8	(	(	PUNCT
ajebi-1238	62	9	2017	2017	NUM
ajebi-1238	62	10	)	)	PUNCT
ajebi-1238	62	11	and	and	CCONJ
ajebi-1238	62	12	this	this	DET
ajebi-1238	62	13	current	current	ADJ
ajebi-1238	62	14	study	study	NOUN
ajebi-1238	62	15	is	be	AUX
ajebi-1238	62	16	that	that	SCONJ
ajebi-1238	62	17	the	the	DET
ajebi-1238	62	18	study	study	NOUN
ajebi-1238	62	19	collapsed	collapse	VERB
ajebi-1238	62	20	all	all	DET
ajebi-1238	62	21	market	market	NOUN
ajebi-1238	62	22	alternatives	alternative	NOUN
ajebi-1238	62	23	into	into	ADP
ajebi-1238	62	24	a	a	DET
ajebi-1238	62	25	binary	binary	ADJ
ajebi-1238	62	26	outcome	outcome	NOUN
ajebi-1238	62	27	while	while	SCONJ
ajebi-1238	62	28	the	the	DET
ajebi-1238	62	29	current	current	ADJ
ajebi-1238	62	30	study	study	NOUN
ajebi-1238	62	31	does	do	VERB
ajebi-1238	62	32	not	not	PART
ajebi-1238	62	33	.	.	PUNCT
ajebi-1238	63	1	the	the	DET
ajebi-1238	63	2	current	current	ADJ
ajebi-1238	63	3	study	study	NOUN
ajebi-1238	63	4	built	build	VERB
ajebi-1238	63	5	on	on	ADP
ajebi-1238	63	6	mburu	mburu	NOUN
ajebi-1238	63	7	’s	’s	PART
ajebi-1238	63	8	research	research	NOUN
ajebi-1238	63	9	by	by	ADP
ajebi-1238	63	10	evaluating	evaluate	VERB
ajebi-1238	63	11	rice	rice	NOUN
ajebi-1238	63	12	marketing	marketing	NOUN
ajebi-1238	63	13	channels	channel	NOUN
ajebi-1238	63	14	using	use	VERB
ajebi-1238	63	15	the	the	DET
ajebi-1238	63	16	multinomial	multinomial	ADJ
ajebi-1238	63	17	logit	logit	PROPN
ajebi-1238	63	18	(	(	PUNCT
ajebi-1238	63	19	mnl	mnl	PROPN
ajebi-1238	63	20	)	)	PUNCT
ajebi-1238	63	21	,	,	PUNCT
ajebi-1238	63	22	which	which	PRON
ajebi-1238	63	23	captures	capture	VERB
ajebi-1238	63	24	each	each	DET
ajebi-1238	63	25	marketing	marketing	NOUN
ajebi-1238	63	26	channel	channel	NOUN
ajebi-1238	63	27	separately	separately	ADV
ajebi-1238	63	28	.	.	PUNCT
ajebi-1238	64	1	nyaga	nyaga	PROPN
ajebi-1238	64	2	et	et	PROPN
ajebi-1238	64	3	al	al	PROPN
ajebi-1238	64	4	.	.	PUNCT
ajebi-1238	65	1	(	(	PUNCT
ajebi-1238	65	2	2016	2016	NUM
ajebi-1238	65	3	)	)	PUNCT
ajebi-1238	65	4	investigated	investigate	VERB
ajebi-1238	65	5	the	the	DET
ajebi-1238	65	6	factors	factor	NOUN
ajebi-1238	65	7	influencing	influence	VERB
ajebi-1238	65	8	fish	fish	NOUN
ajebi-1238	65	9	producers	producer	NOUN
ajebi-1238	65	10	’	’	PART
ajebi-1238	65	11	marketing	marketing	NOUN
ajebi-1238	65	12	channel	channel	NOUN
ajebi-1238	65	13	selection	selection	NOUN
ajebi-1238	65	14	in	in	ADP
ajebi-1238	65	15	kirinyaga	kirinyaga	PROPN
ajebi-1238	65	16	county	county	NOUN
ajebi-1238	65	17	.	.	PUNCT
ajebi-1238	66	1	the	the	DET
ajebi-1238	66	2	data	datum	NOUN
ajebi-1238	66	3	was	be	AUX
ajebi-1238	66	4	analyzed	analyze	VERB
ajebi-1238	66	5	using	use	VERB
ajebi-1238	66	6	a	a	DET
ajebi-1238	66	7	multinomial	multinomial	ADJ
ajebi-1238	66	8	logit	logit	NOUN
ajebi-1238	66	9	model	model	NOUN
ajebi-1238	66	10	after	after	ADP
ajebi-1238	66	11	a	a	DET
ajebi-1238	66	12	descriptive	descriptive	ADJ
ajebi-1238	66	13	research	research	NOUN
ajebi-1238	66	14	design	design	NOUN
ajebi-1238	66	15	comprising	comprise	VERB
ajebi-1238	66	16	147	147	NUM
ajebi-1238	66	17	fish	fish	NOUN
ajebi-1238	66	18	farmers	farmer	NOUN
ajebi-1238	66	19	in	in	ADP
ajebi-1238	66	20	kirinyaga	kirinyaga	NOUN
ajebi-1238	66	21	’s	’s	PART
ajebi-1238	66	22	five	five	NUM
ajebi-1238	66	23	sub	sub	NOUN
ajebi-1238	66	24	-	-	NOUN
ajebi-1238	66	25	counties	county	NOUN
ajebi-1238	66	26	.	.	PUNCT
ajebi-1238	67	1	it	it	PRON
ajebi-1238	67	2	defined	define	VERB
ajebi-1238	67	3	market	market	NOUN
ajebi-1238	67	4	channels	channel	NOUN
ajebi-1238	67	5	for	for	ADP
ajebi-1238	67	6	fish	fish	NOUN
ajebi-1238	67	7	farmers	farmer	NOUN
ajebi-1238	67	8	and	and	CCONJ
ajebi-1238	67	9	investigated	investigate	VERB
ajebi-1238	67	10	the	the	DET
ajebi-1238	67	11	factors	factor	NOUN
ajebi-1238	67	12	influencing	influence	VERB
ajebi-1238	67	13	their	their	PRON
ajebi-1238	67	14	marketing	marketing	NOUN
ajebi-1238	67	15	channel	channel	NOUN
ajebi-1238	67	16	selection	selection	NOUN
ajebi-1238	67	17	.	.	PUNCT
ajebi-1238	68	1	according	accord	VERB
ajebi-1238	68	2	to	to	ADP
ajebi-1238	68	3	the	the	DET
ajebi-1238	68	4	survey	survey	NOUN
ajebi-1238	68	5	,	,	PUNCT
ajebi-1238	68	6	there	there	PRON
ajebi-1238	68	7	are	be	VERB
ajebi-1238	68	8	three	three	NUM
ajebi-1238	68	9	main	main	ADJ
ajebi-1238	68	10	channels	channel	NOUN
ajebi-1238	68	11	:	:	PUNCT
ajebi-1238	68	12	neighbours	neighbour	NOUN
ajebi-1238	68	13	,	,	PUNCT
ajebi-1238	68	14	direct	direct	ADJ
ajebi-1238	68	15	market	market	NOUN
ajebi-1238	68	16	,	,	PUNCT
ajebi-1238	68	17	and	and	CCONJ
ajebi-1238	68	18	traders	trader	NOUN
ajebi-1238	68	19	,	,	PUNCT
ajebi-1238	68	20	which	which	PRON
ajebi-1238	68	21	account	account	VERB
ajebi-1238	68	22	for	for	ADP
ajebi-1238	68	23	49	49	NUM
ajebi-1238	68	24	percent	percent	NOUN
ajebi-1238	68	25	,	,	PUNCT
ajebi-1238	68	26	29	29	NUM
ajebi-1238	68	27	percent	percent	NOUN
ajebi-1238	68	28	,	,	PUNCT
ajebi-1238	68	29	and	and	CCONJ
ajebi-1238	68	30	22	22	NUM
ajebi-1238	68	31	percent	percent	NOUN
ajebi-1238	68	32	of	of	ADP
ajebi-1238	68	33	the	the	DET
ajebi-1238	68	34	total	total	NOUN
ajebi-1238	68	35	.	.	PUNCT
ajebi-1238	69	1	farmers	farmer	NOUN
ajebi-1238	69	2	’	’	PART
ajebi-1238	69	3	choice	choice	NOUN
ajebi-1238	69	4	of	of	ADP
ajebi-1238	69	5	the	the	DET
ajebi-1238	69	6	market	market	NOUN
ajebi-1238	69	7	channel	channel	NOUN
ajebi-1238	69	8	was	be	AUX
ajebi-1238	69	9	influenced	influence	VERB
ajebi-1238	69	10	by	by	ADP
ajebi-1238	69	11	the	the	DET
ajebi-1238	69	12	gender	gender	NOUN
ajebi-1238	69	13	of	of	ADP
ajebi-1238	69	14	the	the	DET
ajebi-1238	69	15	household	household	NOUN
ajebi-1238	69	16	head	head	NOUN
ajebi-1238	69	17	,	,	PUNCT
ajebi-1238	69	18	distance	distance	NOUN
ajebi-1238	69	19	to	to	ADP
ajebi-1238	69	20	market	market	NOUN
ajebi-1238	69	21	;	;	PUNCT
ajebi-1238	69	22	marketing	marketing	NOUN
ajebi-1238	69	23	cost	cost	NOUN
ajebi-1238	69	24	,	,	PUNCT
ajebi-1238	69	25	land	land	NOUN
ajebi-1238	69	26	tenure	tenure	NOUN
ajebi-1238	69	27	,	,	PUNCT
ajebi-1238	69	28	number	number	NOUN
ajebi-1238	69	29	of	of	ADP
ajebi-1238	69	30	fish	fish	NOUN
ajebi-1238	69	31	ponds	pond	NOUN
ajebi-1238	69	32	owned	own	VERB
ajebi-1238	69	33	,	,	PUNCT
ajebi-1238	69	34	access	access	NOUN
ajebi-1238	69	35	to	to	ADP
ajebi-1238	69	36	extension	extension	NOUN
ajebi-1238	69	37	services	service	NOUN
ajebi-1238	69	38	,	,	PUNCT
ajebi-1238	69	39	cost	cost	NOUN
ajebi-1238	69	40	of	of	ADP
ajebi-1238	69	41	marketing	marketing	NOUN
ajebi-1238	69	42	,	,	PUNCT
ajebi-1238	69	43	membership	membership	NOUN
ajebi-1238	69	44	in	in	ADP
ajebi-1238	69	45	a	a	DET
ajebi-1238	69	46	fish	fish	NOUN
ajebi-1238	69	47	farming	farming	NOUN
ajebi-1238	69	48	group	group	NOUN
ajebi-1238	69	49	,	,	PUNCT
ajebi-1238	69	50	access	access	NOUN
ajebi-1238	69	51	to	to	ADP
ajebi-1238	69	52	inputs	input	NOUN
ajebi-1238	69	53	,	,	PUNCT
ajebi-1238	69	54	household	household	NOUN
ajebi-1238	69	55	income	income	NOUN
ajebi-1238	69	56	,	,	PUNCT
ajebi-1238	69	57	price	price	NOUN
ajebi-1238	69	58	of	of	ADP
ajebi-1238	69	59	fish	fish	NOUN
ajebi-1238	69	60	,	,	PUNCT
ajebi-1238	69	61	and	and	CCONJ
ajebi-1238	69	62	type	type	NOUN
ajebi-1238	69	63	of	of	ADP
ajebi-1238	69	64	fish	fish	NOUN
ajebi-1238	69	65	reared	rear	VERB
ajebi-1238	69	66	.	.	PUNCT
ajebi-1238	70	1	despite	despite	SCONJ
ajebi-1238	70	2	government	government	NOUN
ajebi-1238	70	3	assistance	assistance	NOUN
ajebi-1238	70	4	,	,	PUNCT
ajebi-1238	70	5	farmers	farmer	NOUN
ajebi-1238	70	6	faced	face	VERB
ajebi-1238	70	7	predators	predator	NOUN
ajebi-1238	70	8	,	,	PUNCT
ajebi-1238	70	9	insufficient	insufficient	ADJ
ajebi-1238	70	10	extension	extension	NOUN
ajebi-1238	70	11	services	service	NOUN
ajebi-1238	70	12	,	,	PUNCT
ajebi-1238	70	13	and	and	CCONJ
ajebi-1238	70	14	limited	limited	ADJ
ajebi-1238	70	15	access	access	NOUN
ajebi-1238	70	16	to	to	ADP
ajebi-1238	70	17	information	information	NOUN
ajebi-1238	70	18	.	.	PUNCT
ajebi-1238	71	1	the	the	DET
ajebi-1238	71	2	conclusion	conclusion	NOUN
ajebi-1238	71	3	is	be	AUX
ajebi-1238	71	4	that	that	PRON
ajebi-1238	71	5	county	county	NOUN
ajebi-1238	71	6	governments	government	NOUN
ajebi-1238	71	7	and	and	CCONJ
ajebi-1238	71	8	other	other	ADJ
ajebi-1238	71	9	stakeholders	stakeholder	NOUN
ajebi-1238	71	10	must	must	AUX
ajebi-1238	71	11	make	make	VERB
ajebi-1238	71	12	it	it	PRON
ajebi-1238	71	13	easier	easy	ADJ
ajebi-1238	71	14	for	for	ADP
ajebi-1238	71	15	practising	practise	VERB
ajebi-1238	71	16	farmers	farmer	NOUN
ajebi-1238	71	17	in	in	ADP
ajebi-1238	71	18	their	their	PRON
ajebi-1238	71	19	communities	community	NOUN
ajebi-1238	71	20	to	to	PART
ajebi-1238	71	21	access	access	VERB
ajebi-1238	71	22	vibrant	vibrant	ADJ
ajebi-1238	71	23	extension	extension	NOUN
ajebi-1238	71	24	programs	program	NOUN
ajebi-1238	71	25	and	and	CCONJ
ajebi-1238	71	26	market	market	NOUN
ajebi-1238	71	27	support	support	NOUN
ajebi-1238	71	28	.	.	PUNCT
ajebi-1238	72	1	chalwe	chalwe	PROPN
ajebi-1238	72	2	(	(	PUNCT
ajebi-1238	72	3	2015	2015	NUM
ajebi-1238	72	4	)	)	PUNCT
ajebi-1238	72	5	evaluated	evaluate	VERB
ajebi-1238	72	6	the	the	DET
ajebi-1238	72	7	factors	factor	NOUN
ajebi-1238	72	8	influencing	influence	VERB
ajebi-1238	72	9	bean	bean	NOUN
ajebi-1238	72	10	producers	producer	NOUN
ajebi-1238	72	11	’	’	PART
ajebi-1238	72	12	decision	decision	NOUN
ajebi-1238	72	13	to	to	PART
ajebi-1238	72	14	sell	sell	VERB
ajebi-1238	72	15	and	and	CCONJ
ajebi-1238	72	16	their	their	PRON
ajebi-1238	72	17	choice	choice	NOUN
ajebi-1238	72	18	of	of	ADP
ajebi-1238	72	19	marketing	marketing	NOUN
ajebi-1238	72	20	channel	channel	NOUN
ajebi-1238	72	21	in	in	ADP
ajebi-1238	72	22	zambia	zambia	PROPN
ajebi-1238	72	23	using	use	VERB
ajebi-1238	72	24	the	the	DET
ajebi-1238	72	25	multinomial	multinomial	ADJ
ajebi-1238	72	26	probit	probit	NOUN
ajebi-1238	72	27	.	.	PUNCT
ajebi-1238	73	1	the	the	DET
ajebi-1238	73	2	results	result	NOUN
ajebi-1238	73	3	showed	show	VERB
ajebi-1238	73	4	that	that	SCONJ
ajebi-1238	73	5	farmers	farmer	NOUN
ajebi-1238	73	6	’	’	PART
ajebi-1238	73	7	choice	choice	NOUN
ajebi-1238	73	8	of	of	ADP
ajebi-1238	73	9	marketing	marketing	NOUN
ajebi-1238	73	10	channels	channel	NOUN
ajebi-1238	73	11	was	be	AUX
ajebi-1238	73	12	positively	positively	ADV
ajebi-1238	73	13	influenced	influence	VERB
ajebi-1238	73	14	by	by	ADP
ajebi-1238	73	15	the	the	DET
ajebi-1238	73	16	price	price	NOUN
ajebi-1238	73	17	of	of	ADP
ajebi-1238	73	18	beans	bean	NOUN
ajebi-1238	73	19	,	,	PUNCT
ajebi-1238	73	20	scale	scale	NOUN
ajebi-1238	73	21	of	of	ADP
ajebi-1238	73	22	operation	operation	NOUN
ajebi-1238	73	23	(	(	PUNCT
ajebi-1238	73	24	as	as	SCONJ
ajebi-1238	73	25	measured	measure	VERB
ajebi-1238	73	26	by	by	ADP
ajebi-1238	73	27	the	the	DET
ajebi-1238	73	28	number	number	NOUN
ajebi-1238	73	29	of	of	ADP
ajebi-1238	73	30	beans	bean	NOUN
ajebi-1238	73	31	harvested	harvest	VERB
ajebi-1238	73	32	and	and	CCONJ
ajebi-1238	73	33	quantity	quantity	NOUN
ajebi-1238	73	34	sold	sell	VERB
ajebi-1238	73	35	)	)	PUNCT
ajebi-1238	73	36	,	,	PUNCT
ajebi-1238	73	37	distance	distance	NOUN
ajebi-1238	73	38	to	to	ADP
ajebi-1238	73	39	the	the	DET
ajebi-1238	73	40	market	market	NOUN
ajebi-1238	73	41	,	,	PUNCT
ajebi-1238	73	42	farming	farming	NOUN
ajebi-1238	73	43	mechanization	mechanization	NOUN
ajebi-1238	73	44	used	use	VERB
ajebi-1238	73	45	,	,	PUNCT
ajebi-1238	73	46	and	and	CCONJ
ajebi-1238	73	47	livestock	livestock	NOUN
ajebi-1238	73	48	ownership	ownership	NOUN
ajebi-1238	73	49	.	.	PUNCT
ajebi-1238	74	1	according	accord	VERB
ajebi-1238	74	2	to	to	ADP
ajebi-1238	74	3	ogunleye	ogunleye	NOUN
ajebi-1238	74	4	and	and	CCONJ
ajebi-1238	74	5	oladeji	oladeji	NOUN
ajebi-1238	74	6	(	(	PUNCT
ajebi-1238	74	7	2017	2017	NUM
ajebi-1238	74	8	)	)	PUNCT
ajebi-1238	74	9	,	,	PUNCT
ajebi-1238	74	10	cocoa	cocoa	NOUN
ajebi-1238	74	11	farmers	farmer	NOUN
ajebi-1238	74	12	in	in	ADP
ajebi-1238	74	13	the	the	DET
ajebi-1238	74	14	research	research	NOUN
ajebi-1238	74	15	area	area	NOUN
ajebi-1238	74	16	chose	choose	VERB
ajebi-1238	74	17	choice	choice	NOUN
ajebi-1238	74	18	market	market	NOUN
ajebi-1238	74	19	channels	channel	NOUN
ajebi-1238	74	20	for	for	ADP
ajebi-1238	74	21	their	their	PRON
ajebi-1238	74	22	output	output	NOUN
ajebi-1238	74	23	based	base	VERB
ajebi-1238	74	24	on	on	ADP
ajebi-1238	74	25	time	time	NOUN
ajebi-1238	74	26	of	of	ADP
ajebi-1238	74	27	payment	payment	NOUN
ajebi-1238	74	28	,	,	PUNCT
ajebi-1238	74	29	the	the	DET
ajebi-1238	74	30	form	form	NOUN
ajebi-1238	74	31	of	of	ADP
ajebi-1238	74	32	payment	payment	NOUN
ajebi-1238	74	33	,	,	PUNCT
ajebi-1238	74	34	product	product	NOUN
ajebi-1238	74	35	pricing	pricing	NOUN
ajebi-1238	74	36	,	,	PUNCT
ajebi-1238	74	37	distance	distance	NOUN
ajebi-1238	74	38	from	from	ADP
ajebi-1238	74	39	the	the	DET
ajebi-1238	74	40	farm	farm	NOUN
ajebi-1238	74	41	,	,	PUNCT
ajebi-1238	74	42	transportation	transportation	NOUN
ajebi-1238	74	43	cost	cost	NOUN
ajebi-1238	74	44	,	,	PUNCT
ajebi-1238	74	45	and	and	CCONJ
ajebi-1238	74	46	product	product	NOUN
ajebi-1238	74	47	grading	grade	VERB
ajebi-1238	74	48	.	.	PUNCT
ajebi-1238	75	1	in	in	ADP
ajebi-1238	75	2	that	that	DET
ajebi-1238	75	3	order	order	NOUN
ajebi-1238	75	4	,	,	PUNCT
ajebi-1238	75	5	the	the	DET
ajebi-1238	75	6	majority	majority	NOUN
ajebi-1238	75	7	of	of	ADP
ajebi-1238	75	8	the	the	DET
ajebi-1238	75	9	farmers	farmer	NOUN
ajebi-1238	75	10	in	in	ADP
ajebi-1238	75	11	the	the	DET
ajebi-1238	75	12	study	study	NOUN
ajebi-1238	75	13	patronized	patronize	VERB
ajebi-1238	75	14	itinerant	itinerant	ADJ
ajebi-1238	75	15	buyers	buyer	NOUN
ajebi-1238	75	16	,	,	PUNCT
ajebi-1238	75	17	cocoa	cocoa	NOUN
ajebi-1238	75	18	merchants	merchant	NOUN
ajebi-1238	75	19	,	,	PUNCT
ajebi-1238	75	20	fellow	fellow	ADJ
ajebi-1238	75	21	farmers	farmer	NOUN
ajebi-1238	75	22	,	,	PUNCT
ajebi-1238	75	23	and	and	CCONJ
ajebi-1238	75	24	cooperative	cooperative	ADJ
ajebi-1238	75	25	society	society	NOUN
ajebi-1238	75	26	stores	store	NOUN
ajebi-1238	75	27	.	.	PUNCT
ajebi-1238	76	1	they	they	PRON
ajebi-1238	76	2	conclude	conclude	VERB
ajebi-1238	76	3	that	that	SCONJ
ajebi-1238	76	4	the	the	DET
ajebi-1238	76	5	time	time	NOUN
ajebi-1238	76	6	between	between	ADP
ajebi-1238	76	7	when	when	SCONJ
ajebi-1238	76	8	goods	good	NOUN
ajebi-1238	76	9	are	be	AUX
ajebi-1238	76	10	sold	sell	VERB
ajebi-1238	76	11	and	and	CCONJ
ajebi-1238	76	12	when	when	SCONJ
ajebi-1238	76	13	they	they	PRON
ajebi-1238	76	14	are	be	AUX
ajebi-1238	76	15	paid	pay	VERB
ajebi-1238	76	16	is	be	AUX
ajebi-1238	76	17	a	a	DET
ajebi-1238	76	18	high	high	ADJ
ajebi-1238	76	19	negotiation	negotiation	NOUN
ajebi-1238	76	20	cost	cost	NOUN
ajebi-1238	76	21	that	that	PRON
ajebi-1238	76	22	determines	determine	VERB
ajebi-1238	76	23	cocoa	cocoa	NOUN
ajebi-1238	76	24	growers	grower	NOUN
ajebi-1238	76	25	’	'	PUNCT
ajebi-1238	76	26	market	market	NOUN
ajebi-1238	76	27	choice	choice	NOUN
ajebi-1238	76	28	.	.	PUNCT
ajebi-1238	77	1	farmers	farmer	NOUN
ajebi-1238	77	2	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	77	3	pa	pa	PROPN
ajebi-1238	77	4	ge	ge	PROPN
ajebi-1238	77	5	31	31	NUM
ajebi-1238	77	6	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	77	7	am	am	NOUN
ajebi-1238	77	8	.	.	PUNCT
ajebi-1238	78	1	j.	j.	PROPN
ajebi-1238	78	2	econ	econ	PROPN
ajebi-1238	78	3	.	.	PUNCT
ajebi-1238	78	4	bus	bus	PROPN
ajebi-1238	78	5	.	.	PUNCT
ajebi-1238	79	1	innov	innov	PROPN
ajebi-1238	79	2	.	.	PUNCT
ajebi-1238	80	1	2(1	2(1	NUM
ajebi-1238	80	2	)	)	PUNCT
ajebi-1238	80	3	29	29	NUM
ajebi-1238	80	4	-	-	SYM
ajebi-1238	80	5	38	38	NUM
ajebi-1238	80	6	,	,	PUNCT
ajebi-1238	80	7	2023	2023	NUM
ajebi-1238	80	8	were	be	AUX
ajebi-1238	80	9	hesitant	hesitant	ADJ
ajebi-1238	80	10	to	to	PART
ajebi-1238	80	11	choose	choose	VERB
ajebi-1238	80	12	an	an	DET
ajebi-1238	80	13	outlet	outlet	NOUN
ajebi-1238	80	14	because	because	SCONJ
ajebi-1238	80	15	of	of	ADP
ajebi-1238	80	16	payment	payment	NOUN
ajebi-1238	80	17	delays	delay	NOUN
ajebi-1238	80	18	.	.	PUNCT
ajebi-1238	81	1	transportation	transportation	NOUN
ajebi-1238	81	2	costs	cost	NOUN
ajebi-1238	81	3	rise	rise	VERB
ajebi-1238	81	4	as	as	ADP
ajebi-1238	81	5	the	the	DET
ajebi-1238	81	6	distance	distance	NOUN
ajebi-1238	81	7	between	between	ADP
ajebi-1238	81	8	the	the	DET
ajebi-1238	81	9	farm	farm	NOUN
ajebi-1238	81	10	and	and	CCONJ
ajebi-1238	81	11	the	the	DET
ajebi-1238	81	12	road	road	NOUN
ajebi-1238	81	13	deteriorates	deteriorate	VERB
ajebi-1238	81	14	.	.	PUNCT
ajebi-1238	82	1	farmers	farmer	NOUN
ajebi-1238	82	2	will	will	AUX
ajebi-1238	82	3	prefer	prefer	VERB
ajebi-1238	82	4	a	a	DET
ajebi-1238	82	5	low	low	ADJ
ajebi-1238	82	6	transportation	transportation	NOUN
ajebi-1238	82	7	cost	cost	NOUN
ajebi-1238	82	8	if	if	SCONJ
ajebi-1238	82	9	they	they	PRON
ajebi-1238	82	10	can	can	AUX
ajebi-1238	82	11	not	not	PART
ajebi-1238	82	12	entirely	entirely	ADV
ajebi-1238	82	13	avoid	avoid	VERB
ajebi-1238	82	14	it	it	PRON
ajebi-1238	82	15	due	due	ADJ
ajebi-1238	82	16	to	to	ADP
ajebi-1238	82	17	bad	bad	ADJ
ajebi-1238	82	18	roads	road	NOUN
ajebi-1238	82	19	.	.	PUNCT
ajebi-1238	83	1	uncertainties	uncertainty	NOUN
ajebi-1238	83	2	are	be	AUX
ajebi-1238	83	3	associated	associate	VERB
ajebi-1238	83	4	with	with	ADP
ajebi-1238	83	5	produce	produce	NOUN
ajebi-1238	83	6	grading	grade	VERB
ajebi-1238	83	7	because	because	SCONJ
ajebi-1238	83	8	farmers	farmer	NOUN
ajebi-1238	83	9	risk	risk	VERB
ajebi-1238	83	10	having	have	VERB
ajebi-1238	83	11	their	their	PRON
ajebi-1238	83	12	produce	produce	NOUN
ajebi-1238	83	13	rejected	reject	VERB
ajebi-1238	83	14	or	or	CCONJ
ajebi-1238	83	15	reduced	reduce	VERB
ajebi-1238	83	16	prices	price	NOUN
ajebi-1238	83	17	.	.	PUNCT
ajebi-1238	84	1	as	as	ADP
ajebi-1238	84	2	a	a	DET
ajebi-1238	84	3	result	result	NOUN
ajebi-1238	84	4	,	,	PUNCT
ajebi-1238	84	5	farmers	farmer	NOUN
ajebi-1238	84	6	will	will	AUX
ajebi-1238	84	7	seek	seek	VERB
ajebi-1238	84	8	to	to	PART
ajebi-1238	84	9	avoid	avoid	VERB
ajebi-1238	84	10	any	any	PRON
ajebi-1238	84	11	of	of	ADP
ajebi-1238	84	12	the	the	DET
ajebi-1238	84	13	two	two	NUM
ajebi-1238	84	14	repercussions	repercussion	NOUN
ajebi-1238	84	15	associated	associate	VERB
ajebi-1238	84	16	with	with	ADP
ajebi-1238	84	17	food	food	NOUN
ajebi-1238	84	18	grading	grade	VERB
ajebi-1238	84	19	.	.	PUNCT
ajebi-1238	85	1	according	accord	VERB
ajebi-1238	85	2	to	to	ADP
ajebi-1238	85	3	a	a	DET
ajebi-1238	85	4	study	study	NOUN
ajebi-1238	85	5	by	by	ADP
ajebi-1238	85	6	wojciech	wojciech	PROPN
ajebi-1238	85	7	et	et	PROPN
ajebi-1238	85	8	al	al	PROPN
ajebi-1238	85	9	.	.	PROPN
ajebi-1238	86	1	(	(	PUNCT
ajebi-1238	86	2	2013	2013	NUM
ajebi-1238	86	3	)	)	PUNCT
ajebi-1238	86	4	titled	title	VERB
ajebi-1238	86	5	“	"	PUNCT
ajebi-1238	86	6	marketing	marketing	NOUN
ajebi-1238	86	7	portfolio	portfolio	NOUN
ajebi-1238	86	8	choices	choice	NOUN
ajebi-1238	86	9	by	by	ADP
ajebi-1238	86	10	independent	independent	ADJ
ajebi-1238	86	11	peach	peach	NOUN
ajebi-1238	86	12	growers	grower	NOUN
ajebi-1238	86	13	,	,	PUNCT
ajebi-1238	86	14	”	"	PUNCT
ajebi-1238	86	15	georgia	georgia	PROPN
ajebi-1238	86	16	commercial	commercial	ADJ
ajebi-1238	86	17	peach	peach	NOUN
ajebi-1238	86	18	growers	grower	NOUN
ajebi-1238	86	19	select	select	VERB
ajebi-1238	86	20	a	a	DET
ajebi-1238	86	21	marketing	marketing	NOUN
ajebi-1238	86	22	channel	channel	NOUN
ajebi-1238	86	23	for	for	ADP
ajebi-1238	86	24	fresh	fresh	ADJ
ajebi-1238	86	25	peach	peach	NOUN
ajebi-1238	86	26	sales	sale	NOUN
ajebi-1238	86	27	after	after	ADP
ajebi-1238	86	28	considering	consider	VERB
ajebi-1238	86	29	consumer	consumer	NOUN
ajebi-1238	86	30	preferences	preference	NOUN
ajebi-1238	86	31	for	for	ADP
ajebi-1238	86	32	quality	quality	NOUN
ajebi-1238	86	33	qualities	quality	NOUN
ajebi-1238	86	34	.	.	PUNCT
ajebi-1238	87	1	through	through	ADP
ajebi-1238	87	2	the	the	DET
ajebi-1238	87	3	use	use	NOUN
ajebi-1238	87	4	of	of	ADP
ajebi-1238	87	5	a	a	DET
ajebi-1238	87	6	polychotomous	polychotomous	ADJ
ajebi-1238	87	7	selection	selection	NOUN
ajebi-1238	87	8	model	model	NOUN
ajebi-1238	87	9	and	and	CCONJ
ajebi-1238	87	10	survey	survey	NOUN
ajebi-1238	87	11	data	datum	NOUN
ajebi-1238	87	12	,	,	PUNCT
ajebi-1238	87	13	it	it	PRON
ajebi-1238	87	14	was	be	AUX
ajebi-1238	87	15	discovered	discover	VERB
ajebi-1238	87	16	that	that	SCONJ
ajebi-1238	87	17	both	both	CCONJ
ajebi-1238	87	18	external	external	ADJ
ajebi-1238	87	19	and	and	CCONJ
ajebi-1238	87	20	internal	internal	ADJ
ajebi-1238	87	21	quality	quality	NOUN
ajebi-1238	87	22	attributes	attribute	NOUN
ajebi-1238	87	23	influenced	influence	VERB
ajebi-1238	87	24	the	the	DET
ajebi-1238	87	25	choice	choice	NOUN
ajebi-1238	87	26	of	of	ADP
ajebi-1238	87	27	marketing	marketing	NOUN
ajebi-1238	87	28	channel	channel	NOUN
ajebi-1238	87	29	chosen	choose	VERB
ajebi-1238	87	30	and	and	CCONJ
ajebi-1238	87	31	the	the	DET
ajebi-1238	87	32	percentage	percentage	NOUN
ajebi-1238	87	33	of	of	ADP
ajebi-1238	87	34	the	the	DET
ajebi-1238	87	35	crop	crop	NOUN
ajebi-1238	87	36	sold	sell	VERB
ajebi-1238	87	37	.	.	PUNCT
ajebi-1238	88	1	other	other	ADJ
ajebi-1238	88	2	influencing	influence	VERB
ajebi-1238	88	3	factors	factor	NOUN
ajebi-1238	88	4	included	include	VERB
ajebi-1238	88	5	orchard	orchard	ADJ
ajebi-1238	88	6	characteristics	characteristic	NOUN
ajebi-1238	88	7	and	and	CCONJ
ajebi-1238	88	8	the	the	DET
ajebi-1238	88	9	variety	variety	NOUN
ajebi-1238	88	10	-	-	PUNCT
ajebi-1238	88	11	determined	determine	VERB
ajebi-1238	88	12	fruit	fruit	NOUN
ajebi-1238	88	13	maturity	maturity	NOUN
ajebi-1238	88	14	.	.	PUNCT
ajebi-1238	89	1	inadequate	inadequate	ADJ
ajebi-1238	89	2	market	market	NOUN
ajebi-1238	89	3	channels	channel	NOUN
ajebi-1238	89	4	and	and	CCONJ
ajebi-1238	89	5	a	a	DET
ajebi-1238	89	6	lack	lack	NOUN
ajebi-1238	89	7	of	of	ADP
ajebi-1238	89	8	price	price	NOUN
ajebi-1238	89	9	knowledge	knowledge	NOUN
ajebi-1238	89	10	were	be	AUX
ajebi-1238	89	11	two	two	NUM
ajebi-1238	89	12	problems	problem	NOUN
ajebi-1238	89	13	jaleta	jaleta	NOUN
ajebi-1238	89	14	(	(	PUNCT
ajebi-1238	89	15	2007	2007	NUM
ajebi-1238	89	16	)	)	PUNCT
ajebi-1238	89	17	cited	cite	VERB
ajebi-1238	89	18	as	as	ADP
ajebi-1238	89	19	limiting	limit	VERB
ajebi-1238	89	20	agricultural	agricultural	ADJ
ajebi-1238	89	21	commercialization	commercialization	NOUN
ajebi-1238	89	22	.	.	PUNCT
ajebi-1238	90	1	furthermore	furthermore	ADV
ajebi-1238	90	2	,	,	PUNCT
ajebi-1238	90	3	a	a	DET
ajebi-1238	90	4	study	study	NOUN
ajebi-1238	90	5	by	by	ADP
ajebi-1238	90	6	emana	emana	PROPN
ajebi-1238	90	7	and	and	CCONJ
ajebi-1238	90	8	gebremedhin	gebremedhin	PROPN
ajebi-1238	90	9	(	(	PUNCT
ajebi-1238	90	10	2007	2007	NUM
ajebi-1238	90	11	)	)	PUNCT
ajebi-1238	90	12	claimed	claim	VERB
ajebi-1238	90	13	that	that	SCONJ
ajebi-1238	90	14	insufficient	insufficient	ADJ
ajebi-1238	90	15	local	local	ADJ
ajebi-1238	90	16	markets	market	NOUN
ajebi-1238	90	17	,	,	PUNCT
ajebi-1238	90	18	a	a	DET
ajebi-1238	90	19	flawed	flawed	ADJ
ajebi-1238	90	20	pricing	pricing	NOUN
ajebi-1238	90	21	system	system	NOUN
ajebi-1238	90	22	,	,	PUNCT
ajebi-1238	90	23	a	a	DET
ajebi-1238	90	24	lack	lack	NOUN
ajebi-1238	90	25	of	of	ADP
ajebi-1238	90	26	local	local	ADJ
ajebi-1238	90	27	markets	market	NOUN
ajebi-1238	90	28	to	to	PART
ajebi-1238	90	29	absorb	absorb	VERB
ajebi-1238	90	30	supply	supply	NOUN
ajebi-1238	90	31	,	,	PUNCT
ajebi-1238	90	32	low	low	ADJ
ajebi-1238	90	33	produce	produce	NOUN
ajebi-1238	90	34	prices	price	NOUN
ajebi-1238	90	35	,	,	PUNCT
ajebi-1238	90	36	an	an	DET
ajebi-1238	90	37	excess	excess	NOUN
ajebi-1238	90	38	of	of	ADP
ajebi-1238	90	39	intermediaries	intermediary	NOUN
ajebi-1238	90	40	,	,	PUNCT
ajebi-1238	90	41	and	and	CCONJ
ajebi-1238	90	42	poor	poor	ADJ
ajebi-1238	90	43	marketing	marketing	NOUN
ajebi-1238	90	44	institutions	institution	NOUN
ajebi-1238	90	45	and	and	CCONJ
ajebi-1238	90	46	farmer	farmer	NOUN
ajebi-1238	90	47	coordination	coordination	NOUN
ajebi-1238	90	48	affect	affect	VERB
ajebi-1238	90	49	the	the	DET
ajebi-1238	90	50	marketing	marketing	NOUN
ajebi-1238	90	51	of	of	ADP
ajebi-1238	90	52	horticultural	horticultural	ADJ
ajebi-1238	90	53	crops	crop	NOUN
ajebi-1238	90	54	in	in	ADP
ajebi-1238	90	55	their	their	PRON
ajebi-1238	90	56	study	study	NOUN
ajebi-1238	90	57	on	on	ADP
ajebi-1238	90	58	market	market	NOUN
ajebi-1238	90	59	chain	chain	NOUN
ajebi-1238	90	60	analysis	analysis	NOUN
ajebi-1238	90	61	.	.	PUNCT
ajebi-1238	91	1	inadequate	inadequate	ADJ
ajebi-1238	91	2	product	product	NOUN
ajebi-1238	91	3	handling	handling	NOUN
ajebi-1238	91	4	and	and	CCONJ
ajebi-1238	91	5	packing	packing	NOUN
ajebi-1238	91	6	,	,	PUNCT
ajebi-1238	91	7	poor	poor	ADJ
ajebi-1238	91	8	pricing	pricing	NOUN
ajebi-1238	91	9	mechanisms	mechanism	NOUN
ajebi-1238	91	10	,	,	PUNCT
ajebi-1238	91	11	and	and	CCONJ
ajebi-1238	91	12	information	information	NOUN
ajebi-1238	91	13	asymmetry	asymmetry	NOUN
ajebi-1238	91	14	,	,	PUNCT
ajebi-1238	91	15	according	accord	VERB
ajebi-1238	91	16	to	to	ADP
ajebi-1238	91	17	emana	emana	PROPN
ajebi-1238	91	18	and	and	CCONJ
ajebi-1238	91	19	gebremedhin	gebremedhin	PROPN
ajebi-1238	91	20	(	(	PUNCT
ajebi-1238	91	21	2007	2007	NUM
ajebi-1238	91	22	)	)	PUNCT
ajebi-1238	91	23	,	,	PUNCT
ajebi-1238	91	24	all	all	PRON
ajebi-1238	91	25	have	have	VERB
ajebi-1238	91	26	an	an	DET
ajebi-1238	91	27	impact	impact	NOUN
ajebi-1238	91	28	on	on	ADP
ajebi-1238	91	29	farm	farm	NOUN
ajebi-1238	91	30	produce	produce	VERB
ajebi-1238	91	31	marketing	marketing	NOUN
ajebi-1238	91	32	.	.	PUNCT
ajebi-1238	92	1	summary	summary	NOUN
ajebi-1238	92	2	of	of	ADP
ajebi-1238	92	3	research	research	NOUN
ajebi-1238	92	4	gaps	gap	VERB
ajebi-1238	92	5	the	the	DET
ajebi-1238	92	6	literature	literature	NOUN
ajebi-1238	92	7	review	review	NOUN
ajebi-1238	92	8	suggests	suggest	VERB
ajebi-1238	92	9	a	a	DET
ajebi-1238	92	10	gap	gap	NOUN
ajebi-1238	92	11	in	in	ADP
ajebi-1238	92	12	research	research	NOUN
ajebi-1238	92	13	on	on	ADP
ajebi-1238	92	14	the	the	DET
ajebi-1238	92	15	factors	factor	NOUN
ajebi-1238	92	16	that	that	PRON
ajebi-1238	92	17	influence	influence	NOUN
ajebi-1238	92	18	farmers	farmer	NOUN
ajebi-1238	92	19	’	’	PART
ajebi-1238	92	20	choice	choice	NOUN
ajebi-1238	92	21	of	of	ADP
ajebi-1238	92	22	marketing	marketing	NOUN
ajebi-1238	92	23	channels	channel	NOUN
ajebi-1238	92	24	for	for	ADP
ajebi-1238	92	25	their	their	PRON
ajebi-1238	92	26	products	product	NOUN
ajebi-1238	92	27	in	in	ADP
ajebi-1238	92	28	different	different	ADJ
ajebi-1238	92	29	geographical	geographical	ADJ
ajebi-1238	92	30	locations	location	NOUN
ajebi-1238	92	31	and	and	CCONJ
ajebi-1238	92	32	types	type	NOUN
ajebi-1238	92	33	of	of	ADP
ajebi-1238	92	34	products	product	NOUN
ajebi-1238	92	35	.	.	PUNCT
ajebi-1238	93	1	it	it	PRON
ajebi-1238	93	2	would	would	AUX
ajebi-1238	93	3	be	be	AUX
ajebi-1238	93	4	valuable	valuable	ADJ
ajebi-1238	93	5	to	to	PART
ajebi-1238	93	6	investigate	investigate	VERB
ajebi-1238	93	7	the	the	DET
ajebi-1238	93	8	impact	impact	NOUN
ajebi-1238	93	9	of	of	ADP
ajebi-1238	93	10	government	government	NOUN
ajebi-1238	93	11	policies	policy	NOUN
ajebi-1238	93	12	and	and	CCONJ
ajebi-1238	93	13	programs	program	NOUN
ajebi-1238	93	14	on	on	ADP
ajebi-1238	93	15	farmers	farmer	NOUN
ajebi-1238	93	16	’	’	PART
ajebi-1238	93	17	decision	decision	NOUN
ajebi-1238	93	18	-	-	PUNCT
ajebi-1238	93	19	making	make	VERB
ajebi-1238	93	20	process	process	NOUN
ajebi-1238	93	21	and	and	CCONJ
ajebi-1238	93	22	their	their	PRON
ajebi-1238	93	23	choice	choice	NOUN
ajebi-1238	93	24	of	of	ADP
ajebi-1238	93	25	marketing	marketing	NOUN
ajebi-1238	93	26	channels	channel	NOUN
ajebi-1238	93	27	.	.	PUNCT
ajebi-1238	94	1	materials	material	NOUN
ajebi-1238	94	2	&	&	CCONJ
ajebi-1238	94	3	methods	method	NOUN
ajebi-1238	94	4	the	the	DET
ajebi-1238	94	5	research	research	NOUN
ajebi-1238	94	6	was	be	AUX
ajebi-1238	94	7	carried	carry	VERB
ajebi-1238	94	8	out	out	ADP
ajebi-1238	94	9	in	in	ADP
ajebi-1238	94	10	the	the	DET
ajebi-1238	94	11	mwea	mwea	PROPN
ajebi-1238	94	12	irrigation	irrigation	NOUN
ajebi-1238	94	13	scheme	scheme	NOUN
ajebi-1238	94	14	(	(	PUNCT
ajebi-1238	94	15	mis	mis	PROPN
ajebi-1238	94	16	)	)	PUNCT
ajebi-1238	94	17	,	,	PUNCT
ajebi-1238	94	18	a	a	DET
ajebi-1238	94	19	national	national	ADJ
ajebi-1238	94	20	irrigation	irrigation	NOUN
ajebi-1238	94	21	board	board	NOUN
ajebi-1238	94	22	(	(	PUNCT
ajebi-1238	94	23	nib	nib	NOUN
ajebi-1238	94	24	)	)	PUNCT
ajebi-1238	94	25	scheme	scheme	NOUN
ajebi-1238	94	26	located	locate	VERB
ajebi-1238	94	27	in	in	ADP
ajebi-1238	94	28	kirinyaga	kirinyaga	PROPN
ajebi-1238	94	29	county	county	PROPN
ajebi-1238	94	30	,	,	PUNCT
ajebi-1238	94	31	central	central	ADJ
ajebi-1238	94	32	kenya	kenya	NOUN
ajebi-1238	94	33	,	,	PUNCT
ajebi-1238	94	34	near	near	ADP
ajebi-1238	94	35	the	the	DET
ajebi-1238	94	36	base	base	NOUN
ajebi-1238	94	37	of	of	ADP
ajebi-1238	94	38	mount	mount	PROPN
ajebi-1238	94	39	kenya	kenya	PROPN
ajebi-1238	94	40	.	.	PUNCT
ajebi-1238	95	1	the	the	DET
ajebi-1238	95	2	mis	mis	PROPN
ajebi-1238	95	3	is	be	AUX
ajebi-1238	95	4	located	locate	VERB
ajebi-1238	95	5	112	112	NUM
ajebi-1238	95	6	kilometres	kilometre	NOUN
ajebi-1238	95	7	northeast	northeast	ADV
ajebi-1238	95	8	of	of	ADP
ajebi-1238	95	9	nairobi	nairobi	PROPN
ajebi-1238	95	10	.	.	PUNCT
ajebi-1238	96	1	on	on	ADP
ajebi-1238	96	2	the	the	DET
ajebi-1238	96	3	dry	dry	ADJ
ajebi-1238	96	4	plains	plain	NOUN
ajebi-1238	96	5	of	of	ADP
ajebi-1238	96	6	mt	mt	PROPN
ajebi-1238	96	7	.	.	PROPN
ajebi-1238	96	8	kenya	kenya	PROPN
ajebi-1238	96	9	’s	’s	PART
ajebi-1238	96	10	southeast	southeast	PROPN
ajebi-1238	96	11	,	,	PUNCT
ajebi-1238	96	12	it	it	PRON
ajebi-1238	96	13	is	be	AUX
ajebi-1238	96	14	located	locate	VERB
ajebi-1238	96	15	at	at	ADP
ajebi-1238	96	16	latitude	latitude	NOUN
ajebi-1238	96	17	0	0	NUM
ajebi-1238	96	18	°	°	NOUN
ajebi-1238	96	19	37	37	NUM
ajebi-1238	96	20	’	'	PUNCT
ajebi-1238	96	21	s	s	PART
ajebi-1238	96	22	and	and	CCONJ
ajebi-1238	96	23	longitude	longitude	VERB
ajebi-1238	96	24	37	37	NUM
ajebi-1238	96	25	°	°	NOUN
ajebi-1238	96	26	20	20	NUM
ajebi-1238	96	27	’	'	PUNCT
ajebi-1238	96	28	e	e	NOUN
ajebi-1238	96	29	,	,	PUNCT
ajebi-1238	96	30	at	at	ADP
ajebi-1238	96	31	an	an	DET
ajebi-1238	96	32	elevation	elevation	NOUN
ajebi-1238	96	33	of	of	ADP
ajebi-1238	96	34	1159	1159	NUM
ajebi-1238	96	35	meters	meter	NOUN
ajebi-1238	96	36	above	above	ADP
ajebi-1238	96	37	sea	sea	NOUN
ajebi-1238	96	38	level	level	NOUN
ajebi-1238	96	39	.	.	PUNCT
ajebi-1238	97	1	the	the	DET
ajebi-1238	97	2	nyamindi	nyamindi	NOUN
ajebi-1238	97	3	and	and	CCONJ
ajebi-1238	97	4	thiba	thiba	PROPN
ajebi-1238	97	5	rivers	river	NOUN
ajebi-1238	97	6	provide	provide	VERB
ajebi-1238	97	7	water	water	NOUN
ajebi-1238	97	8	to	to	ADP
ajebi-1238	97	9	the	the	DET
ajebi-1238	97	10	project	project	NOUN
ajebi-1238	97	11	.	.	PUNCT
ajebi-1238	98	1	mis	mis	PROPN
ajebi-1238	98	2	is	be	AUX
ajebi-1238	98	3	situated	situate	VERB
ajebi-1238	98	4	on	on	ADP
ajebi-1238	98	5	top	top	NOUN
ajebi-1238	98	6	of	of	ADP
ajebi-1238	98	7	a	a	DET
ajebi-1238	98	8	worn	worn	ADJ
ajebi-1238	98	9	trachyte	trachyte	NOUN
ajebi-1238	98	10	bed	bed	NOUN
ajebi-1238	98	11	and	and	CCONJ
ajebi-1238	98	12	is	be	AUX
ajebi-1238	98	13	surrounded	surround	VERB
ajebi-1238	98	14	by	by	ADP
ajebi-1238	98	15	impenetrable	impenetrable	ADJ
ajebi-1238	98	16	,	,	PUNCT
ajebi-1238	98	17	heavy	heavy	ADJ
ajebi-1238	98	18	black	black	ADJ
ajebi-1238	98	19	cotton	cotton	NOUN
ajebi-1238	98	20	soil	soil	NOUN
ajebi-1238	98	21	(	(	PUNCT
ajebi-1238	98	22	nib	nib	NOUN
ajebi-1238	98	23	,	,	PUNCT
ajebi-1238	98	24	2017	2017	NUM
ajebi-1238	98	25	)	)	PUNCT
ajebi-1238	98	26	.	.	PUNCT
ajebi-1238	99	1	the	the	DET
ajebi-1238	99	2	mis	mis	PROPN
ajebi-1238	99	3	covers	cover	VERB
ajebi-1238	99	4	30,350	30,350	NUM
ajebi-1238	99	5	acres	acre	NOUN
ajebi-1238	99	6	(	(	PUNCT
ajebi-1238	99	7	ministry	ministry	NOUN
ajebi-1238	99	8	of	of	ADP
ajebi-1238	99	9	agriculture	agriculture	PROPN
ajebi-1238	99	10	,	,	PUNCT
ajebi-1238	99	11	2017	2017	NUM
ajebi-1238	99	12	)	)	PUNCT
ajebi-1238	99	13	.	.	PUNCT
ajebi-1238	100	1	paddy	paddy	NOUN
ajebi-1238	100	2	production	production	NOUN
ajebi-1238	100	3	is	be	AUX
ajebi-1238	100	4	spread	spread	VERB
ajebi-1238	100	5	across	across	ADP
ajebi-1238	100	6	16,000	16,000	NUM
ajebi-1238	100	7	acres	acre	NOUN
ajebi-1238	100	8	(	(	PUNCT
ajebi-1238	100	9	ministry	ministry	NOUN
ajebi-1238	100	10	of	of	ADP
ajebi-1238	100	11	agriculture	agriculture	PROPN
ajebi-1238	100	12	,	,	PUNCT
ajebi-1238	100	13	2017	2017	NUM
ajebi-1238	100	14	)	)	PUNCT
ajebi-1238	100	15	.	.	PUNCT
ajebi-1238	101	1	research	research	NOUN
ajebi-1238	101	2	design	design	VERB
ajebi-1238	101	3	a	a	DET
ajebi-1238	101	4	cross	cross	ADJ
ajebi-1238	101	5	-	-	ADJ
ajebi-1238	101	6	sectional	sectional	ADJ
ajebi-1238	101	7	survey	survey	NOUN
ajebi-1238	101	8	research	research	NOUN
ajebi-1238	101	9	design	design	NOUN
ajebi-1238	101	10	was	be	AUX
ajebi-1238	101	11	used	use	VERB
ajebi-1238	101	12	in	in	ADP
ajebi-1238	101	13	this	this	DET
ajebi-1238	101	14	study	study	NOUN
ajebi-1238	101	15	.	.	PUNCT
ajebi-1238	102	1	cross	cross	ADJ
ajebi-1238	102	2	-	-	ADJ
ajebi-1238	102	3	sectional	sectional	ADJ
ajebi-1238	102	4	studies	study	NOUN
ajebi-1238	102	5	are	be	AUX
ajebi-1238	102	6	studies	study	NOUN
ajebi-1238	102	7	in	in	ADP
ajebi-1238	102	8	which	which	PRON
ajebi-1238	102	9	data	datum	NOUN
ajebi-1238	102	10	is	be	AUX
ajebi-1238	102	11	gathered	gather	VERB
ajebi-1238	102	12	once	once	ADV
ajebi-1238	102	13	,	,	PUNCT
ajebi-1238	102	14	during	during	ADP
ajebi-1238	102	15	a	a	DET
ajebi-1238	102	16	period	period	NOUN
ajebi-1238	102	17	of	of	ADP
ajebi-1238	102	18	days	day	NOUN
ajebi-1238	102	19	,	,	PUNCT
ajebi-1238	102	20	weeks	week	NOUN
ajebi-1238	102	21	,	,	PUNCT
ajebi-1238	102	22	or	or	CCONJ
ajebi-1238	102	23	months	month	NOUN
ajebi-1238	102	24	.	.	PUNCT
ajebi-1238	103	1	many	many	ADJ
ajebi-1238	103	2	cross	cross	ADJ
ajebi-1238	103	3	-	-	ADJ
ajebi-1238	103	4	sectional	sectional	ADJ
ajebi-1238	103	5	studies	study	NOUN
ajebi-1238	103	6	are	be	AUX
ajebi-1238	103	7	exploratory	exploratory	ADJ
ajebi-1238	103	8	or	or	CCONJ
ajebi-1238	103	9	descriptive	descriptive	ADJ
ajebi-1238	103	10	in	in	ADP
ajebi-1238	103	11	purpose	purpose	NOUN
ajebi-1238	103	12	.	.	PUNCT
ajebi-1238	104	1	target	target	NOUN
ajebi-1238	104	2	population	population	NOUN
ajebi-1238	104	3	the	the	DET
ajebi-1238	104	4	study	study	NOUN
ajebi-1238	104	5	population	population	NOUN
ajebi-1238	104	6	consisted	consist	VERB
ajebi-1238	104	7	of	of	ADP
ajebi-1238	104	8	all	all	DET
ajebi-1238	104	9	rice	rice	NOUN
ajebi-1238	104	10	farmers	farmer	NOUN
ajebi-1238	104	11	,	,	PUNCT
ajebi-1238	104	12	wholesalers	wholesaler	NOUN
ajebi-1238	104	13	,	,	PUNCT
ajebi-1238	104	14	retailers	retailer	NOUN
ajebi-1238	104	15	,	,	PUNCT
ajebi-1238	104	16	and	and	CCONJ
ajebi-1238	104	17	rice	rice	NOUN
ajebi-1238	104	18	millers	miller	NOUN
ajebi-1238	104	19	in	in	ADP
ajebi-1238	104	20	mwea	mwea	PROPN
ajebi-1238	104	21	irrigation	irrigation	NOUN
ajebi-1238	104	22	scheme	scheme	NOUN
ajebi-1238	104	23	.	.	PUNCT
ajebi-1238	105	1	according	accord	VERB
ajebi-1238	105	2	to	to	ADP
ajebi-1238	105	3	the	the	DET
ajebi-1238	105	4	records	record	NOUN
ajebi-1238	105	5	from	from	ADP
ajebi-1238	105	6	the	the	DET
ajebi-1238	105	7	ministry	ministry	PROPN
ajebi-1238	105	8	of	of	ADP
ajebi-1238	105	9	agriculture	agriculture	PROPN
ajebi-1238	105	10	county	county	PROPN
ajebi-1238	105	11	director	director	NOUN
ajebi-1238	105	12	of	of	ADP
ajebi-1238	105	13	agriculture	agriculture	PROPN
ajebi-1238	105	14	(	(	PUNCT
ajebi-1238	105	15	cda	cda	PROPN
ajebi-1238	105	16	)	)	PUNCT
ajebi-1238	105	17	mwea	mwea	VERB
ajebi-1238	105	18	irrigation	irrigation	NOUN
ajebi-1238	105	19	scheme	scheme	NOUN
ajebi-1238	105	20	,	,	PUNCT
ajebi-1238	105	21	has	have	VERB
ajebi-1238	105	22	seven	seven	NUM
ajebi-1238	105	23	units	unit	NOUN
ajebi-1238	105	24	with	with	ADP
ajebi-1238	105	25	5,576	5,576	NUM
ajebi-1238	105	26	households	household	NOUN
ajebi-1238	105	27	(	(	PUNCT
ajebi-1238	105	28	ministry	ministry	NOUN
ajebi-1238	105	29	of	of	ADP
ajebi-1238	105	30	agriculture	agriculture	PROPN
ajebi-1238	105	31	kirinyaga	kirinyaga	PROPN
ajebi-1238	105	32	county	county	PROPN
ajebi-1238	105	33	office	office	NOUN
ajebi-1238	105	34	,	,	PUNCT
ajebi-1238	105	35	2017	2017	NUM
ajebi-1238	105	36	)	)	PUNCT
ajebi-1238	105	37	.	.	PUNCT
ajebi-1238	106	1	the	the	DET
ajebi-1238	106	2	target	target	NOUN
ajebi-1238	106	3	population	population	NOUN
ajebi-1238	106	4	for	for	ADP
ajebi-1238	106	5	this	this	DET
ajebi-1238	106	6	study	study	NOUN
ajebi-1238	106	7	was	be	AUX
ajebi-1238	106	8	5,576	5,576	NUM
ajebi-1238	106	9	rice	rice	NOUN
ajebi-1238	106	10	farmers	farmer	NOUN
ajebi-1238	106	11	.	.	PUNCT
ajebi-1238	107	1	the	the	DET
ajebi-1238	107	2	choice	choice	NOUN
ajebi-1238	107	3	of	of	ADP
ajebi-1238	107	4	the	the	DET
ajebi-1238	107	5	respondents	respondent	NOUN
ajebi-1238	107	6	was	be	AUX
ajebi-1238	107	7	purposive	purposive	ADJ
ajebi-1238	107	8	since	since	SCONJ
ajebi-1238	107	9	they	they	PRON
ajebi-1238	107	10	are	be	AUX
ajebi-1238	107	11	aware	aware	ADJ
ajebi-1238	107	12	of	of	ADP
ajebi-1238	107	13	the	the	DET
ajebi-1238	107	14	rice	rice	NOUN
ajebi-1238	107	15	production	production	NOUN
ajebi-1238	107	16	and	and	CCONJ
ajebi-1238	107	17	marketing	marketing	NOUN
ajebi-1238	107	18	channels	channel	NOUN
ajebi-1238	107	19	.	.	PUNCT
ajebi-1238	108	1	table	table	NOUN
ajebi-1238	108	2	1	1	NUM
ajebi-1238	108	3	shows	show	VERB
ajebi-1238	108	4	the	the	DET
ajebi-1238	108	5	total	total	ADJ
ajebi-1238	108	6	population	population	NOUN
ajebi-1238	108	7	.	.	PUNCT
ajebi-1238	109	1	table	table	NOUN
ajebi-1238	109	2	1	1	NUM
ajebi-1238	109	3	:	:	PUNCT
ajebi-1238	109	4	target	target	VERB
ajebi-1238	109	5	population	population	NOUN
ajebi-1238	109	6	no	no	DET
ajebi-1238	109	7	section	section	NOUN
ajebi-1238	109	8	farmers	farmer	NOUN
ajebi-1238	109	9	1	1	NUM
ajebi-1238	109	10	mwea	mwea	NOUN
ajebi-1238	109	11	867	867	NUM
ajebi-1238	109	12	2	2	NUM
ajebi-1238	109	13	thiba	thiba	NOUN
ajebi-1238	109	14	776	776	NUM
ajebi-1238	109	15	3	3	NUM
ajebi-1238	109	16	wamumu	wamumu	NOUN
ajebi-1238	109	17	794	794	NUM
ajebi-1238	109	18	4	4	NUM
ajebi-1238	109	19	karaba	karaba	NOUN
ajebi-1238	109	20	709	709	NUM
ajebi-1238	109	21	5	5	NUM
ajebi-1238	109	22	ndekia	ndekia	NOUN
ajebi-1238	109	23	724	724	NUM
ajebi-1238	109	24	6	6	NUM
ajebi-1238	109	25	tebere	tebere	ADP
ajebi-1238	109	26	950	950	NUM
ajebi-1238	109	27	7	7	NUM
ajebi-1238	109	28	curukia	curukia	NOUN
ajebi-1238	109	29	756	756	NUM
ajebi-1238	109	30	total	total	ADJ
ajebi-1238	109	31	5,576	5,576	NUM
ajebi-1238	109	32	sample	sample	NOUN
ajebi-1238	109	33	size	size	NOUN
ajebi-1238	109	34	and	and	CCONJ
ajebi-1238	109	35	sampling	sample	VERB
ajebi-1238	109	36	techniques	technique	NOUN
ajebi-1238	109	37	in	in	ADP
ajebi-1238	109	38	determining	determine	VERB
ajebi-1238	109	39	sample	sample	NOUN
ajebi-1238	109	40	size	size	NOUN
ajebi-1238	109	41	,	,	PUNCT
ajebi-1238	109	42	the	the	DET
ajebi-1238	109	43	researcher	researcher	NOUN
ajebi-1238	109	44	used	use	VERB
ajebi-1238	109	45	a	a	DET
ajebi-1238	109	46	formula	formula	NOUN
ajebi-1238	109	47	adopted	adopt	VERB
ajebi-1238	109	48	by	by	ADP
ajebi-1238	109	49	yamane	yamane	NOUN
ajebi-1238	109	50	(	(	PUNCT
ajebi-1238	109	51	1963	1963	NUM
ajebi-1238	109	52	)	)	PUNCT
ajebi-1238	109	53	where	where	SCONJ
ajebi-1238	109	54	n	n	X
ajebi-1238	109	55	–	–	PUNCT
ajebi-1238	109	56	sample	sample	NOUN
ajebi-1238	109	57	size	size	NOUN
ajebi-1238	109	58	,	,	PUNCT
ajebi-1238	109	59	n	n	CCONJ
ajebi-1238	109	60	–	–	PUNCT
ajebi-1238	109	61	population	population	NOUN
ajebi-1238	109	62	size	size	NOUN
ajebi-1238	109	63	,	,	PUNCT
ajebi-1238	109	64	e	e	X
ajebi-1238	109	65	–	–	PUNCT
ajebi-1238	109	66	(	(	PUNCT
ajebi-1238	109	67	the	the	DET
ajebi-1238	109	68	acceptable	acceptable	ADJ
ajebi-1238	109	69	margin	margin	NOUN
ajebi-1238	109	70	error	error	NOUN
ajebi-1238	109	71	)	)	PUNCT
ajebi-1238	109	72	thus	thus	ADV
ajebi-1238	109	73	a	a	DET
ajebi-1238	109	74	total	total	NOUN
ajebi-1238	109	75	of	of	ADP
ajebi-1238	109	76	384	384	NUM
ajebi-1238	109	77	farmers	farmer	NOUN
ajebi-1238	109	78	was	be	AUX
ajebi-1238	109	79	sampled	sample	VERB
ajebi-1238	109	80	from	from	ADP
ajebi-1238	109	81	the	the	DET
ajebi-1238	109	82	target	target	NOUN
ajebi-1238	109	83	population	population	NOUN
ajebi-1238	109	84	.	.	PUNCT
ajebi-1238	110	1	table	table	NOUN
ajebi-1238	110	2	2	2	NUM
ajebi-1238	110	3	shows	show	VERB
ajebi-1238	110	4	the	the	DET
ajebi-1238	110	5	distribution	distribution	NOUN
ajebi-1238	110	6	of	of	ADP
ajebi-1238	110	7	the	the	DET
ajebi-1238	110	8	sampled	sample	VERB
ajebi-1238	110	9	respondents	respondent	NOUN
ajebi-1238	110	10	.	.	PUNCT
ajebi-1238	111	1	table	table	NOUN
ajebi-1238	111	2	2	2	NUM
ajebi-1238	111	3	:	:	PUNCT
ajebi-1238	111	4	sample	sample	NOUN
ajebi-1238	111	5	size	size	NOUN
ajebi-1238	111	6	no	no	DET
ajebi-1238	111	7	section	section	NOUN
ajebi-1238	111	8	farmers	farmer	NOUN
ajebi-1238	111	9	1	1	NUM
ajebi-1238	111	10	mwea	mwea	NOUN
ajebi-1238	111	11	60	60	NUM
ajebi-1238	111	12	2	2	NUM
ajebi-1238	111	13	thiba	thiba	NOUN
ajebi-1238	111	14	53	53	NUM
ajebi-1238	111	15	3	3	NUM
ajebi-1238	111	16	wamumu	wamumu	NOUN
ajebi-1238	111	17	55	55	NUM
ajebi-1238	111	18	4	4	NUM
ajebi-1238	111	19	karaba	karaba	NOUN
ajebi-1238	111	20	49	49	NUM
ajebi-1238	111	21	5	5	NUM
ajebi-1238	111	22	ndekia	ndekia	NOUN
ajebi-1238	111	23	50	50	NUM
ajebi-1238	111	24	6	6	NUM
ajebi-1238	111	25	tebere	tebere	ADP
ajebi-1238	111	26	65	65	NUM
ajebi-1238	111	27	7	7	NUM
ajebi-1238	111	28	curukia	curukia	NOUN
ajebi-1238	111	29	52	52	NUM
ajebi-1238	111	30	total	total	NOUN
ajebi-1238	111	31	384	384	NUM
ajebi-1238	111	32	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	111	33	pa	pa	PROPN
ajebi-1238	111	34	ge	ge	PROPN
ajebi-1238	111	35	32	32	NUM
ajebi-1238	111	36	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	111	37	am	am	NOUN
ajebi-1238	111	38	.	.	PUNCT
ajebi-1238	112	1	j.	j.	PROPN
ajebi-1238	112	2	econ	econ	PROPN
ajebi-1238	112	3	.	.	PUNCT
ajebi-1238	112	4	bus	bus	PROPN
ajebi-1238	112	5	.	.	PUNCT
ajebi-1238	113	1	innov	innov	PROPN
ajebi-1238	113	2	.	.	PUNCT
ajebi-1238	114	1	2(1	2(1	NUM
ajebi-1238	114	2	)	)	PUNCT
ajebi-1238	114	3	29	29	NUM
ajebi-1238	114	4	-	-	SYM
ajebi-1238	114	5	38	38	NUM
ajebi-1238	114	6	,	,	PUNCT
ajebi-1238	114	7	2023	2023	NUM
ajebi-1238	114	8	piloting	piloting	NOUN
ajebi-1238	114	9	and	and	CCONJ
ajebi-1238	114	10	data	datum	NOUN
ajebi-1238	114	11	collection	collection	NOUN
ajebi-1238	114	12	data	datum	NOUN
ajebi-1238	114	13	was	be	AUX
ajebi-1238	114	14	collected	collect	VERB
ajebi-1238	114	15	by	by	ADP
ajebi-1238	114	16	interviewing	interview	VERB
ajebi-1238	114	17	farmers	farmer	NOUN
ajebi-1238	114	18	using	use	VERB
ajebi-1238	114	19	a	a	DET
ajebi-1238	114	20	semistructured	semistructure	VERB
ajebi-1238	114	21	questionnaire	questionnaire	NOUN
ajebi-1238	114	22	.	.	PUNCT
ajebi-1238	115	1	the	the	DET
ajebi-1238	115	2	researcher	researcher	NOUN
ajebi-1238	115	3	administered	administer	VERB
ajebi-1238	115	4	the	the	DET
ajebi-1238	115	5	questionnaires	questionnaire	NOUN
ajebi-1238	115	6	and	and	CCONJ
ajebi-1238	115	7	waited	wait	VERB
ajebi-1238	115	8	to	to	PART
ajebi-1238	115	9	be	be	AUX
ajebi-1238	115	10	filled	fill	VERB
ajebi-1238	115	11	out	out	ADP
ajebi-1238	115	12	.	.	PUNCT
ajebi-1238	116	1	this	this	PRON
ajebi-1238	116	2	not	not	PART
ajebi-1238	116	3	only	only	ADV
ajebi-1238	116	4	improved	improve	VERB
ajebi-1238	116	5	the	the	DET
ajebi-1238	116	6	reliability	reliability	NOUN
ajebi-1238	116	7	of	of	ADP
ajebi-1238	116	8	given	give	VERB
ajebi-1238	116	9	information	information	NOUN
ajebi-1238	116	10	but	but	CCONJ
ajebi-1238	116	11	also	also	ADV
ajebi-1238	116	12	assured	assure	VERB
ajebi-1238	116	13	a	a	DET
ajebi-1238	116	14	high	high	ADJ
ajebi-1238	116	15	return	return	NOUN
ajebi-1238	116	16	rate	rate	NOUN
ajebi-1238	116	17	.	.	PUNCT
ajebi-1238	117	1	before	before	ADP
ajebi-1238	117	2	collecting	collect	VERB
ajebi-1238	117	3	actual	actual	ADJ
ajebi-1238	117	4	data	datum	NOUN
ajebi-1238	117	5	,	,	PUNCT
ajebi-1238	117	6	the	the	DET
ajebi-1238	117	7	research	research	NOUN
ajebi-1238	117	8	questionnaire	questionnaire	NOUN
ajebi-1238	117	9	was	be	AUX
ajebi-1238	117	10	tested	test	VERB
ajebi-1238	117	11	.	.	PUNCT
ajebi-1238	118	1	this	this	PRON
ajebi-1238	118	2	was	be	AUX
ajebi-1238	118	3	aimed	aim	VERB
ajebi-1238	118	4	at	at	ADP
ajebi-1238	118	5	identifying	identify	VERB
ajebi-1238	118	6	weaknesses	weakness	NOUN
ajebi-1238	118	7	and	and	CCONJ
ajebi-1238	118	8	making	make	VERB
ajebi-1238	118	9	requisite	requisite	ADJ
ajebi-1238	118	10	instrument	instrument	NOUN
ajebi-1238	118	11	adjustments	adjustment	NOUN
ajebi-1238	118	12	before	before	ADP
ajebi-1238	118	13	commencing	commence	VERB
ajebi-1238	118	14	data	datum	NOUN
ajebi-1238	118	15	collection	collection	NOUN
ajebi-1238	118	16	.	.	PUNCT
ajebi-1238	119	1	piloting	pilot	VERB
ajebi-1238	119	2	involved	involved	ADJ
ajebi-1238	119	3	collecting	collect	VERB
ajebi-1238	119	4	data	datum	NOUN
ajebi-1238	119	5	from	from	ADP
ajebi-1238	119	6	a	a	DET
ajebi-1238	119	7	sample	sample	NOUN
ajebi-1238	119	8	of	of	ADP
ajebi-1238	119	9	20	20	NUM
ajebi-1238	119	10	farmers	farmer	NOUN
ajebi-1238	119	11	from	from	ADP
ajebi-1238	119	12	the	the	DET
ajebi-1238	119	13	karaba	karaba	PROPN
ajebi-1238	119	14	section	section	NOUN
ajebi-1238	119	15	,	,	PUNCT
ajebi-1238	119	16	representing	represent	VERB
ajebi-1238	119	17	5	5	NUM
ajebi-1238	119	18	%	%	NOUN
ajebi-1238	119	19	of	of	ADP
ajebi-1238	119	20	the	the	DET
ajebi-1238	119	21	study	study	NOUN
ajebi-1238	119	22	sample	sample	NOUN
ajebi-1238	119	23	size	size	NOUN
ajebi-1238	119	24	of	of	ADP
ajebi-1238	119	25	384	384	NUM
ajebi-1238	119	26	respondents	respondent	NOUN
ajebi-1238	119	27	(	(	PUNCT
ajebi-1238	119	28	mugenda	mugenda	PROPN
ajebi-1238	119	29	&	&	CCONJ
ajebi-1238	119	30	mugenda	mugenda	ADJ
ajebi-1238	119	31	,	,	PUNCT
ajebi-1238	119	32	2003	2003	NUM
ajebi-1238	119	33	)	)	PUNCT
ajebi-1238	119	34	.	.	PUNCT
ajebi-1238	120	1	the	the	DET
ajebi-1238	120	2	data	datum	NOUN
ajebi-1238	120	3	was	be	AUX
ajebi-1238	120	4	collected	collect	VERB
ajebi-1238	120	5	over	over	ADP
ajebi-1238	120	6	two	two	NUM
ajebi-1238	120	7	months	month	NOUN
ajebi-1238	120	8	,	,	PUNCT
ajebi-1238	120	9	between	between	ADP
ajebi-1238	120	10	august	august	PROPN
ajebi-1238	120	11	2018	2018	NUM
ajebi-1238	120	12	and	and	CCONJ
ajebi-1238	120	13	december	december	PROPN
ajebi-1238	120	14	2018	2018	NUM
ajebi-1238	120	15	.	.	PUNCT
ajebi-1238	121	1	the	the	DET
ajebi-1238	121	2	researcher	researcher	NOUN
ajebi-1238	121	3	sought	seek	VERB
ajebi-1238	121	4	permission	permission	NOUN
ajebi-1238	121	5	from	from	ADP
ajebi-1238	121	6	the	the	DET
ajebi-1238	121	7	county	county	NOUN
ajebi-1238	121	8	administrator	administrator	NOUN
ajebi-1238	121	9	in	in	ADP
ajebi-1238	121	10	mwea	mwea	PROPN
ajebi-1238	121	11	county	county	NOUN
ajebi-1238	121	12	before	before	ADP
ajebi-1238	121	13	commencing	commence	VERB
ajebi-1238	121	14	data	datum	NOUN
ajebi-1238	121	15	collection	collection	NOUN
ajebi-1238	121	16	.	.	PUNCT
ajebi-1238	122	1	a	a	DET
ajebi-1238	122	2	research	research	NOUN
ajebi-1238	122	3	permit	permit	NOUN
ajebi-1238	122	4	was	be	AUX
ajebi-1238	122	5	also	also	ADV
ajebi-1238	122	6	sought	seek	VERB
ajebi-1238	122	7	and	and	CCONJ
ajebi-1238	122	8	granted	grant	VERB
ajebi-1238	122	9	from	from	ADP
ajebi-1238	122	10	the	the	DET
ajebi-1238	122	11	national	national	PROPN
ajebi-1238	122	12	commission	commission	PROPN
ajebi-1238	122	13	of	of	ADP
ajebi-1238	122	14	science	science	NOUN
ajebi-1238	122	15	,	,	PUNCT
ajebi-1238	122	16	technology	technology	NOUN
ajebi-1238	122	17	,	,	PUNCT
ajebi-1238	122	18	and	and	CCONJ
ajebi-1238	122	19	innovation	innovation	NOUN
ajebi-1238	122	20	(	(	PUNCT
ajebi-1238	122	21	nacosti	nacosti	PROPN
ajebi-1238	122	22	)	)	PUNCT
ajebi-1238	122	23	.	.	PUNCT
ajebi-1238	123	1	five	five	NUM
ajebi-1238	123	2	researcher	researcher	NOUN
ajebi-1238	123	3	assistants	assistant	NOUN
ajebi-1238	123	4	were	be	AUX
ajebi-1238	123	5	recruited	recruit	VERB
ajebi-1238	123	6	and	and	CCONJ
ajebi-1238	123	7	trained	train	VERB
ajebi-1238	123	8	on	on	ADP
ajebi-1238	123	9	field	field	NOUN
ajebi-1238	123	10	data	datum	NOUN
ajebi-1238	123	11	quantification	quantification	NOUN
ajebi-1238	123	12	,	,	PUNCT
ajebi-1238	123	13	research	research	NOUN
ajebi-1238	123	14	ethics	ethic	NOUN
ajebi-1238	123	15	,	,	PUNCT
ajebi-1238	123	16	triangulation	triangulation	NOUN
ajebi-1238	123	17	,	,	PUNCT
ajebi-1238	123	18	and	and	CCONJ
ajebi-1238	123	19	probing	probe	VERB
ajebi-1238	123	20	to	to	PART
ajebi-1238	123	21	assist	assist	VERB
ajebi-1238	123	22	in	in	ADP
ajebi-1238	123	23	data	datum	NOUN
ajebi-1238	123	24	collection	collection	NOUN
ajebi-1238	123	25	.	.	PUNCT
ajebi-1238	124	1	the	the	DET
ajebi-1238	124	2	study	study	NOUN
ajebi-1238	124	3	used	use	VERB
ajebi-1238	124	4	primary	primary	ADJ
ajebi-1238	124	5	data	datum	NOUN
ajebi-1238	124	6	that	that	PRON
ajebi-1238	124	7	was	be	AUX
ajebi-1238	124	8	quantitative	quantitative	ADJ
ajebi-1238	124	9	and	and	CCONJ
ajebi-1238	124	10	descriptive	descriptive	ADJ
ajebi-1238	124	11	.	.	PUNCT
ajebi-1238	125	1	primary	primary	ADJ
ajebi-1238	125	2	data	datum	NOUN
ajebi-1238	125	3	was	be	AUX
ajebi-1238	125	4	obtained	obtain	VERB
ajebi-1238	125	5	from	from	ADP
ajebi-1238	125	6	the	the	DET
ajebi-1238	125	7	rice	rice	NOUN
ajebi-1238	125	8	farmers	farmer	NOUN
ajebi-1238	125	9	,	,	PUNCT
ajebi-1238	125	10	wholesalers	wholesaler	NOUN
ajebi-1238	125	11	,	,	PUNCT
ajebi-1238	125	12	retailers	retailer	NOUN
ajebi-1238	125	13	,	,	PUNCT
ajebi-1238	125	14	and	and	CCONJ
ajebi-1238	125	15	rice	rice	NOUN
ajebi-1238	125	16	millers	miller	NOUN
ajebi-1238	125	17	using	use	VERB
ajebi-1238	125	18	structured	structured	ADJ
ajebi-1238	125	19	questionnaires	questionnaire	NOUN
ajebi-1238	125	20	.	.	PUNCT
ajebi-1238	126	1	data	datum	NOUN
ajebi-1238	126	2	analysis	analysis	NOUN
ajebi-1238	126	3	raw	raw	ADJ
ajebi-1238	126	4	data	datum	NOUN
ajebi-1238	126	5	was	be	AUX
ajebi-1238	126	6	entered	enter	VERB
ajebi-1238	126	7	into	into	ADP
ajebi-1238	126	8	a	a	DET
ajebi-1238	126	9	microsoft	microsoft	PROPN
ajebi-1238	126	10	excel	excel	PROPN
ajebi-1238	126	11	spreadsheet	spreadsheet	NOUN
ajebi-1238	126	12	after	after	SCONJ
ajebi-1238	126	13	the	the	DET
ajebi-1238	126	14	questionnaires	questionnaire	NOUN
ajebi-1238	126	15	were	be	AUX
ajebi-1238	126	16	filtered	filter	VERB
ajebi-1238	126	17	to	to	PART
ajebi-1238	126	18	ensure	ensure	VERB
ajebi-1238	126	19	the	the	DET
ajebi-1238	126	20	completeness	completeness	NOUN
ajebi-1238	126	21	and	and	CCONJ
ajebi-1238	126	22	consistency	consistency	NOUN
ajebi-1238	126	23	of	of	ADP
ajebi-1238	126	24	responses	response	NOUN
ajebi-1238	126	25	.	.	PUNCT
ajebi-1238	127	1	following	follow	VERB
ajebi-1238	127	2	that	that	PRON
ajebi-1238	127	3	,	,	PUNCT
ajebi-1238	127	4	the	the	DET
ajebi-1238	127	5	replies	reply	NOUN
ajebi-1238	127	6	were	be	AUX
ajebi-1238	127	7	coded	code	VERB
ajebi-1238	127	8	for	for	ADP
ajebi-1238	127	9	a	a	DET
ajebi-1238	127	10	statistical	statistical	ADJ
ajebi-1238	127	11	package	package	NOUN
ajebi-1238	127	12	of	of	ADP
ajebi-1238	127	13	social	social	ADJ
ajebi-1238	127	14	sciences	science	NOUN
ajebi-1238	127	15	(	(	PUNCT
ajebi-1238	127	16	spss	spss	ADJ
ajebi-1238	127	17	)	)	PUNCT
ajebi-1238	127	18	analysis	analysis	NOUN
ajebi-1238	127	19	.	.	PUNCT
ajebi-1238	128	1	the	the	DET
ajebi-1238	128	2	study	study	NOUN
ajebi-1238	128	3	’s	’s	PART
ajebi-1238	128	4	first	first	ADJ
ajebi-1238	128	5	objective	objective	ADJ
ajebi-1238	128	6	identified	identify	VERB
ajebi-1238	128	7	rice	rice	NOUN
ajebi-1238	128	8	marketing	marketing	NOUN
ajebi-1238	128	9	channels	channel	NOUN
ajebi-1238	128	10	in	in	ADP
ajebi-1238	128	11	the	the	DET
ajebi-1238	128	12	mwea	mwea	PROPN
ajebi-1238	128	13	irrigation	irrigation	NOUN
ajebi-1238	128	14	scheme	scheme	NOUN
ajebi-1238	128	15	.	.	PUNCT
ajebi-1238	129	1	to	to	PART
ajebi-1238	129	2	attain	attain	VERB
ajebi-1238	129	3	this	this	DET
ajebi-1238	129	4	objective	objective	NOUN
ajebi-1238	129	5	,	,	PUNCT
ajebi-1238	129	6	descriptive	descriptive	ADJ
ajebi-1238	129	7	statistics	statistic	NOUN
ajebi-1238	129	8	were	be	AUX
ajebi-1238	129	9	employed	employ	VERB
ajebi-1238	129	10	in	in	ADP
ajebi-1238	129	11	the	the	DET
ajebi-1238	129	12	analysis	analysis	NOUN
ajebi-1238	129	13	,	,	PUNCT
ajebi-1238	129	14	which	which	PRON
ajebi-1238	129	15	included	include	VERB
ajebi-1238	129	16	means	mean	NOUN
ajebi-1238	129	17	,	,	PUNCT
ajebi-1238	129	18	frequencies	frequency	NOUN
ajebi-1238	129	19	,	,	PUNCT
ajebi-1238	129	20	percentages	percentage	NOUN
ajebi-1238	129	21	,	,	PUNCT
ajebi-1238	129	22	and	and	CCONJ
ajebi-1238	129	23	standard	standard	ADJ
ajebi-1238	129	24	deviations	deviation	NOUN
ajebi-1238	129	25	.	.	PUNCT
ajebi-1238	130	1	the	the	DET
ajebi-1238	130	2	study	study	NOUN
ajebi-1238	130	3	’s	’s	PART
ajebi-1238	130	4	second	second	ADJ
ajebi-1238	130	5	objective	objective	ADJ
ajebi-1238	130	6	evaluated	evaluate	VERB
ajebi-1238	130	7	factors	factor	NOUN
ajebi-1238	130	8	influencing	influence	VERB
ajebi-1238	130	9	farmers	farmer	NOUN
ajebi-1238	130	10	’	'	PUNCT
ajebi-1238	130	11	choice	choice	NOUN
ajebi-1238	130	12	of	of	ADP
ajebi-1238	130	13	rice	rice	NOUN
ajebi-1238	130	14	marketing	marketing	NOUN
ajebi-1238	130	15	channels	channel	NOUN
ajebi-1238	130	16	.	.	PUNCT
ajebi-1238	131	1	the	the	DET
ajebi-1238	131	2	multinomial	multinomial	PROPN
ajebi-1238	131	3	logit	logit	PROPN
ajebi-1238	131	4	model	model	NOUN
ajebi-1238	131	5	analysis	analysis	NOUN
ajebi-1238	131	6	was	be	AUX
ajebi-1238	131	7	utilized	utilize	VERB
ajebi-1238	131	8	to	to	PART
ajebi-1238	131	9	assess	assess	VERB
ajebi-1238	131	10	the	the	DET
ajebi-1238	131	11	factors	factor	NOUN
ajebi-1238	131	12	influencing	influence	VERB
ajebi-1238	131	13	the	the	DET
ajebi-1238	131	14	choice	choice	NOUN
ajebi-1238	131	15	of	of	ADP
ajebi-1238	131	16	rice	rice	NOUN
ajebi-1238	131	17	marketing	marketing	NOUN
ajebi-1238	131	18	channel	channel	NOUN
ajebi-1238	131	19	in	in	ADP
ajebi-1238	131	20	mis	mis	PROPN
ajebi-1238	131	21	.	.	PUNCT
ajebi-1238	132	1	because	because	SCONJ
ajebi-1238	132	2	it	it	PRON
ajebi-1238	132	3	is	be	AUX
ajebi-1238	132	4	chosen	choose	VERB
ajebi-1238	132	5	among	among	ADP
ajebi-1238	132	6	other	other	ADJ
ajebi-1238	132	7	marketing	marketing	NOUN
ajebi-1238	132	8	channels	channel	NOUN
ajebi-1238	132	9	,	,	PUNCT
ajebi-1238	132	10	a	a	DET
ajebi-1238	132	11	specific	specific	ADJ
ajebi-1238	132	12	marketing	marketing	NOUN
ajebi-1238	132	13	channel	channel	NOUN
ajebi-1238	132	14	is	be	AUX
ajebi-1238	132	15	distinct	distinct	ADJ
ajebi-1238	132	16	.	.	PUNCT
ajebi-1238	133	1	if	if	SCONJ
ajebi-1238	133	2	p	p	NOUN
ajebi-1238	133	3	is	be	AUX
ajebi-1238	133	4	the	the	DET
ajebi-1238	133	5	likelihood	likelihood	NOUN
ajebi-1238	133	6	of	of	ADP
ajebi-1238	133	7	rice	rice	NOUN
ajebi-1238	133	8	farmers	farmer	NOUN
ajebi-1238	133	9	choosing	choose	VERB
ajebi-1238	133	10	a	a	DET
ajebi-1238	133	11	particular	particular	ADJ
ajebi-1238	133	12	marketing	marketing	NOUN
ajebi-1238	133	13	channel	channel	NOUN
ajebi-1238	133	14	,	,	PUNCT
ajebi-1238	133	15	then	then	ADV
ajebi-1238	133	16	the	the	DET
ajebi-1238	133	17	equation	equation	NOUN
ajebi-1238	133	18	to	to	PART
ajebi-1238	133	19	represent	represent	VERB
ajebi-1238	133	20	this	this	PRON
ajebi-1238	133	21	is	be	AUX
ajebi-1238	133	22	,	,	PUNCT
ajebi-1238	133	23	where	where	SCONJ
ajebi-1238	133	24	i	i	PRON
ajebi-1238	133	25	takes	take	VERB
ajebi-1238	133	26	values	value	NOUN
ajebi-1238	133	27	(	(	PUNCT
ajebi-1238	133	28	1	1	NUM
ajebi-1238	133	29	,	,	PUNCT
ajebi-1238	133	30	2	2	NUM
ajebi-1238	133	31	,	,	PUNCT
ajebi-1238	133	32	3	3	NUM
ajebi-1238	133	33	and	and	CCONJ
ajebi-1238	133	34	4	4	NUM
ajebi-1238	133	35	)	)	PUNCT
ajebi-1238	133	36	,	,	PUNCT
ajebi-1238	133	37	each	each	PRON
ajebi-1238	133	38	representing	represent	VERB
ajebi-1238	133	39	the	the	DET
ajebi-1238	133	40	choice	choice	NOUN
ajebi-1238	133	41	of	of	ADP
ajebi-1238	133	42	marketing	marketing	NOUN
ajebi-1238	133	43	channel	channel	NOUN
ajebi-1238	133	44	(	(	PUNCT
ajebi-1238	133	45	x1	x1	PROPN
ajebi-1238	133	46	…	…	PUNCT
ajebi-1238	133	47	..	..	PUNCT
ajebi-1238	133	48	k=	k=	PUNCT
ajebi-1238	134	1	farmers	farmer	NOUN
ajebi-1238	134	2	choices	choice	NOUN
ajebi-1238	134	3	)	)	PUNCT
ajebi-1238	134	4	,	,	PUNCT
ajebi-1238	134	5	β	β	X
ajebi-1238	134	6	are	be	AUX
ajebi-1238	134	7	parameters	parameter	NOUN
ajebi-1238	134	8	to	to	PART
ajebi-1238	134	9	be	be	AUX
ajebi-1238	134	10	estimated	estimate	VERB
ajebi-1238	134	11	and	and	CCONJ
ajebi-1238	134	12	e	e	NOUN
ajebi-1238	134	13	is	be	AUX
ajebi-1238	134	14	randomized	randomize	VERB
ajebi-1238	134	15	error	error	NOUN
ajebi-1238	134	16	.	.	PUNCT
ajebi-1238	135	1	the	the	DET
ajebi-1238	135	2	multinomial	multinomial	PROPN
ajebi-1238	135	3	logit	logit	PROPN
ajebi-1238	135	4	model	model	NOUN
ajebi-1238	135	5	is	be	AUX
ajebi-1238	135	6	given	give	VERB
ajebi-1238	135	7	below	below	ADP
ajebi-1238	135	8	:	:	PUNCT
ajebi-1238	135	9	the	the	DET
ajebi-1238	135	10	choice	choice	NOUN
ajebi-1238	135	11	of	of	ADP
ajebi-1238	135	12	marketing	marketing	NOUN
ajebi-1238	135	13	channel	channel	NOUN
ajebi-1238	135	14	is	be	AUX
ajebi-1238	135	15	given	give	VERB
ajebi-1238	135	16	by	by	ADP
ajebi-1238	135	17	the	the	DET
ajebi-1238	135	18	variables	variable	NOUN
ajebi-1238	135	19	of	of	ADP
ajebi-1238	135	20	measurement	measurement	NOUN
ajebi-1238	135	21	for	for	ADP
ajebi-1238	135	22	multinomial	multinomial	ADJ
ajebi-1238	135	23	logit	logit	NOUN
ajebi-1238	135	24	in	in	ADP
ajebi-1238	135	25	table	table	NOUN
ajebi-1238	135	26	3.3	3.3	NUM
ajebi-1238	135	27	and	and	CCONJ
ajebi-1238	135	28	the	the	DET
ajebi-1238	135	29	empirical	empirical	ADJ
ajebi-1238	135	30	equation	equation	NOUN
ajebi-1238	135	31	:	:	PUNCT
ajebi-1238	135	32	pij	pij	NOUN
ajebi-1238	135	33	=	=	NOUN
ajebi-1238	135	34	β0+β1age+β2ged+β3edc+β4hhse+β5hsey+	β0+β1age+β2ged+β3edc+β4hhse+β5hsey+	PRON
ajebi-1238	135	35	β6ocpt+β7dmkt+β8ricot+β9mrktin+β10vop+	β6ocpt+β7dmkt+β8ricot+β9mrktin+β10vop+	ADP
ajebi-1238	135	36	β11mgrp+β12	β11mgrp+β12	X
ajebi-1238	135	37	mrktac	mrktac	NOUN
ajebi-1238	135	38	+	+	CCONJ
ajebi-1238	135	39	εi	εi	VERB
ajebi-1238	135	40	…	…	NUM
ajebi-1238	135	41	…	…	PUNCT
ajebi-1238	135	42	…	…	SYM
ajebi-1238	135	43	(3	(3	X
ajebi-1238	135	44	)	)	PUNCT
ajebi-1238	135	45	pij	pij	NOUN
ajebi-1238	135	46	=	=	NOUN
ajebi-1238	135	47	mktcho	mktcho	NOUN
ajebi-1238	135	48	dependent	dependent	ADJ
ajebi-1238	135	49	variable	variable	NOUN
ajebi-1238	135	50	,	,	PUNCT
ajebi-1238	135	51	β	β	X
ajebi-1238	135	52	parameter	parameter	NOUN
ajebi-1238	135	53	to	to	PART
ajebi-1238	135	54	be	be	AUX
ajebi-1238	135	55	estimated	estimate	VERB
ajebi-1238	135	56	and	and	CCONJ
ajebi-1238	135	57	εi	εi	NOUN
ajebi-1238	135	58	is	be	AUX
ajebi-1238	135	59	the	the	DET
ajebi-1238	135	60	error	error	NOUN
ajebi-1238	135	61	term	term	NOUN
ajebi-1238	135	62	,	,	PUNCT
ajebi-1238	135	63	and	and	CCONJ
ajebi-1238	135	64	the	the	DET
ajebi-1238	135	65	other	other	ADJ
ajebi-1238	135	66	variables	variable	NOUN
ajebi-1238	135	67	are	be	AUX
ajebi-1238	135	68	specified	specify	VERB
ajebi-1238	135	69	in	in	ADP
ajebi-1238	135	70	table	table	NOUN
ajebi-1238	135	71	3	3	NUM
ajebi-1238	135	72	.	.	PUNCT
ajebi-1238	135	73	table	table	NOUN
ajebi-1238	135	74	3	3	NUM
ajebi-1238	135	75	:	:	PUNCT
ajebi-1238	135	76	variables	variable	NOUN
ajebi-1238	135	77	used	use	VERB
ajebi-1238	135	78	in	in	ADP
ajebi-1238	135	79	multinomial	multinomial	ADJ
ajebi-1238	135	80	logit	logit	PROPN
ajebi-1238	135	81	variable	variable	PROPN
ajebi-1238	135	82	code	code	PROPN
ajebi-1238	135	83	variable	variable	ADJ
ajebi-1238	135	84	measurement	measurement	NOUN
ajebi-1238	135	85	of	of	ADP
ajebi-1238	135	86	the	the	DET
ajebi-1238	135	87	variables	variable	NOUN
ajebi-1238	135	88	expected	expect	VERB
ajebi-1238	135	89	sign	sign	VERB
ajebi-1238	135	90	dependent	dependent	ADJ
ajebi-1238	135	91	variable	variable	ADJ
ajebi-1238	135	92	mktcho	mktcho	NOUN
ajebi-1238	135	93	rice	rice	NOUN
ajebi-1238	135	94	marketing	marketing	NOUN
ajebi-1238	135	95	channel	channel	NOUN
ajebi-1238	135	96	choice	choice	NOUN
ajebi-1238	135	97	consumer=1,retailer=2	consumer=1,retailer=2	PROPN
ajebi-1238	135	98	,	,	PUNCT
ajebi-1238	135	99	wholesaler=3,processor=4,broker=5	wholesaler=3,processor=4,broker=5	PROPN
ajebi-1238	135	100	n	n	CCONJ
ajebi-1238	135	101	/	/	SYM
ajebi-1238	135	102	a	a	DET
ajebi-1238	135	103	independent	independent	ADJ
ajebi-1238	135	104	variables	variable	NOUN
ajebi-1238	135	105	age	age	NOUN
ajebi-1238	135	106	ged	ge	VERB
ajebi-1238	135	107	edc	edc	PROPN
ajebi-1238	135	108	age	age	NOUN
ajebi-1238	135	109	in	in	ADP
ajebi-1238	135	110	years	year	NOUN
ajebi-1238	135	111	gender	gender	NOUN
ajebi-1238	135	112	education	education	NOUN
ajebi-1238	135	113	in	in	ADP
ajebi-1238	135	114	years	year	NOUN
ajebi-1238	135	115	dummy	dummy	NOUN
ajebi-1238	135	116	(	(	PUNCT
ajebi-1238	135	117	male=1,female=0	male=1,female=0	ADJ
ajebi-1238	135	118	)	)	PUNCT
ajebi-1238	135	119	no	no	DET
ajebi-1238	135	120	education=1,primary=2	education=1,primary=2	PROPN
ajebi-1238	135	121	,	,	PUNCT
ajebi-1238	135	122	secondary=3,tertiary=4	secondary=3,tertiary=4	PROPN
ajebi-1238	135	123	+	+	CCONJ
ajebi-1238	135	124	hhse	hhse	ADJ
ajebi-1238	135	125	ocpt	ocpt	NOUN
ajebi-1238	135	126	household	household	NOUN
ajebi-1238	135	127	size	size	NOUN
ajebi-1238	135	128	occupation	occupation	NOUN
ajebi-1238	135	129	size	size	NOUN
ajebi-1238	135	130	of	of	ADP
ajebi-1238	135	131	household	household	NOUN
ajebi-1238	135	132	(	(	PUNCT
ajebi-1238	135	133	continuous	continuous	ADJ
ajebi-1238	135	134	)	)	PUNCT
ajebi-1238	135	135	farmer=1,businessman=2	farmer=1,businessman=2	NOUN
ajebi-1238	135	136	,	,	PUNCT
ajebi-1238	135	137	employed=3	employed=3	PUNCT
ajebi-1238	136	1	+	+	CCONJ
ajebi-1238	136	2	hsey	hsey	ADJ
ajebi-1238	136	3	household	household	NOUN
ajebi-1238	136	4	income	income	NOUN
ajebi-1238	136	5	in	in	ADP
ajebi-1238	136	6	shillings	shilling	NOUN
ajebi-1238	136	7	(	(	PUNCT
ajebi-1238	136	8	ksh	ksh	NOUN
ajebi-1238	136	9	)	)	PUNCT
ajebi-1238	136	10	continuous	continuous	ADJ
ajebi-1238	136	11	+	+	NUM
ajebi-1238	136	12	dmkt	dmkt	ADJ
ajebi-1238	136	13	distance	distance	NOUN
ajebi-1238	136	14	to	to	ADP
ajebi-1238	136	15	market	market	NOUN
ajebi-1238	136	16	in	in	ADP
ajebi-1238	136	17	kilometres	kilometre	NOUN
ajebi-1238	136	18	(	(	PUNCT
ajebi-1238	136	19	km	km	NOUN
ajebi-1238	136	20	)	)	PUNCT
ajebi-1238	136	21	(	(	PUNCT
ajebi-1238	136	22	continuous	continuous	ADJ
ajebi-1238	136	23	)	)	PUNCT
ajebi-1238	136	24	+	+	CCONJ
ajebi-1238	136	25	ricot	ricot	NOUN
ajebi-1238	136	26	rice	rice	NOUN
ajebi-1238	136	27	output	output	NOUN
ajebi-1238	136	28	in	in	ADP
ajebi-1238	136	29	kilograms	kilogram	NOUN
ajebi-1238	136	30	+	+	CCONJ
ajebi-1238	136	31	mrktin	mrktin	ADJ
ajebi-1238	136	32	market	market	NOUN
ajebi-1238	136	33	information	information	NOUN
ajebi-1238	136	34	dummy	dummy	NOUN
ajebi-1238	136	35	(	(	PUNCT
ajebi-1238	136	36	yes=1	yes=1	INTJ
ajebi-1238	136	37	,	,	PUNCT
ajebi-1238	136	38	no=0	no=0	NOUN
ajebi-1238	136	39	)	)	PUNCT
ajebi-1238	136	40	mrktac	mrktac	NOUN
ajebi-1238	136	41	market	market	NOUN
ajebi-1238	136	42	access	access	NOUN
ajebi-1238	136	43	dummy	dummy	NOUN
ajebi-1238	136	44	(	(	PUNCT
ajebi-1238	136	45	yes=1	yes=1	INTJ
ajebi-1238	136	46	,	,	PUNCT
ajebi-1238	136	47	no=0	no=0	NOUN
ajebi-1238	136	48	)	)	PUNCT
ajebi-1238	136	49	mgrp	mgrp	NOUN
ajebi-1238	136	50	marketing	marketing	NOUN
ajebi-1238	136	51	in	in	ADP
ajebi-1238	136	52	groups	group	NOUN
ajebi-1238	136	53	dummy	dummy	ADJ
ajebi-1238	136	54	(	(	PUNCT
ajebi-1238	136	55	yes=1	yes=1	INTJ
ajebi-1238	136	56	,	,	PUNCT
ajebi-1238	136	57	no=0	no=0	NOUN
ajebi-1238	136	58	)	)	PUNCT
ajebi-1238	136	59	results	result	NOUN
ajebi-1238	136	60	&	&	CCONJ
ajebi-1238	136	61	discussion	discussion	NOUN
ajebi-1238	136	62	this	this	DET
ajebi-1238	136	63	chapter	chapter	NOUN
ajebi-1238	136	64	presents	present	VERB
ajebi-1238	136	65	the	the	DET
ajebi-1238	136	66	patterns	pattern	NOUN
ajebi-1238	136	67	of	of	ADP
ajebi-1238	136	68	the	the	DET
ajebi-1238	136	69	results	result	NOUN
ajebi-1238	136	70	of	of	ADP
ajebi-1238	136	71	the	the	DET
ajebi-1238	136	72	study	study	NOUN
ajebi-1238	136	73	.	.	PUNCT
ajebi-1238	137	1	the	the	DET
ajebi-1238	137	2	findings	finding	NOUN
ajebi-1238	137	3	are	be	AUX
ajebi-1238	137	4	presented	present	VERB
ajebi-1238	137	5	in	in	ADP
ajebi-1238	137	6	tables	table	NOUN
ajebi-1238	137	7	and	and	CCONJ
ajebi-1238	137	8	narrations	narration	NOUN
ajebi-1238	137	9	as	as	ADP
ajebi-1238	137	10	per	per	ADP
ajebi-1238	137	11	the	the	DET
ajebi-1238	137	12	specific	specific	ADJ
ajebi-1238	137	13	objectives	objective	NOUN
ajebi-1238	137	14	.	.	PUNCT
ajebi-1238	138	1	the	the	DET
ajebi-1238	138	2	chapter	chapter	NOUN
ajebi-1238	138	3	presents	present	VERB
ajebi-1238	138	4	descriptive	descriptive	ADJ
ajebi-1238	138	5	and	and	CCONJ
ajebi-1238	138	6	inferential	inferential	ADJ
ajebi-1238	138	7	statistics	statistic	NOUN
ajebi-1238	138	8	,	,	PUNCT
ajebi-1238	138	9	the	the	DET
ajebi-1238	138	10	pre	pre	NOUN
ajebi-1238	138	11	-	-	NOUN
ajebi-1238	138	12	estimation	estimation	NOUN
ajebi-1238	138	13	and	and	CCONJ
ajebi-1238	138	14	post	post	ADJ
ajebi-1238	138	15	-	-	ADJ
ajebi-1238	138	16	estimation	estimation	ADJ
ajebi-1238	138	17	tests	test	NOUN
ajebi-1238	138	18	.	.	PUNCT
ajebi-1238	139	1	response	response	NOUN
ajebi-1238	139	2	rate	rate	NOUN
ajebi-1238	139	3	table	table	NOUN
ajebi-1238	139	4	4	4	NUM
ajebi-1238	139	5	shows	show	VERB
ajebi-1238	139	6	the	the	DET
ajebi-1238	139	7	summary	summary	NOUN
ajebi-1238	139	8	for	for	ADP
ajebi-1238	139	9	the	the	DET
ajebi-1238	139	10	response	response	NOUN
ajebi-1238	139	11	rate	rate	NOUN
ajebi-1238	139	12	.	.	PUNCT
ajebi-1238	140	1	the	the	DET
ajebi-1238	140	2	sample	sample	NOUN
ajebi-1238	140	3	for	for	ADP
ajebi-1238	140	4	the	the	DET
ajebi-1238	140	5	study	study	NOUN
ajebi-1238	140	6	was	be	AUX
ajebi-1238	140	7	384	384	NUM
ajebi-1238	140	8	,	,	PUNCT
ajebi-1238	140	9	although	although	SCONJ
ajebi-1238	140	10	372	372	NUM
ajebi-1238	140	11	were	be	AUX
ajebi-1238	140	12	filled	fill	VERB
ajebi-1238	140	13	and	and	CCONJ
ajebi-1238	140	14	returned	return	VERB
ajebi-1238	140	15	,	,	PUNCT
ajebi-1238	140	16	representing	represent	VERB
ajebi-1238	140	17	approximately	approximately	ADV
ajebi-1238	140	18	97	97	NUM
ajebi-1238	140	19	%	%	NOUN
ajebi-1238	140	20	of	of	ADP
ajebi-1238	140	21	the	the	DET
ajebi-1238	140	22	response	response	NOUN
ajebi-1238	140	23	.	.	PUNCT
ajebi-1238	141	1	this	this	DET
ajebi-1238	141	2	response	response	NOUN
ajebi-1238	141	3	rate	rate	NOUN
ajebi-1238	141	4	was	be	AUX
ajebi-1238	141	5	appropriate	appropriate	ADJ
ajebi-1238	141	6	since	since	SCONJ
ajebi-1238	141	7	kothari	kothari	PROPN
ajebi-1238	141	8	(	(	PUNCT
ajebi-1238	141	9	2011	2011	NUM
ajebi-1238	141	10	)	)	PUNCT
ajebi-1238	141	11	argued	argue	VERB
ajebi-1238	141	12	that	that	SCONJ
ajebi-1238	141	13	a	a	DET
ajebi-1238	141	14	50	50	NUM
ajebi-1238	141	15	%	%	NOUN
ajebi-1238	141	16	response	response	NOUN
ajebi-1238	141	17	rate	rate	NOUN
ajebi-1238	141	18	is	be	AUX
ajebi-1238	141	19	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	141	20	pa	pa	PROPN
ajebi-1238	141	21	ge	ge	PROPN
ajebi-1238	141	22	33	33	NUM
ajebi-1238	141	23	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	141	24	am	am	NOUN
ajebi-1238	141	25	.	.	PUNCT
ajebi-1238	142	1	j.	j.	PROPN
ajebi-1238	142	2	econ	econ	PROPN
ajebi-1238	142	3	.	.	PUNCT
ajebi-1238	142	4	bus	bus	PROPN
ajebi-1238	142	5	.	.	PUNCT
ajebi-1238	143	1	innov	innov	PROPN
ajebi-1238	143	2	.	.	PUNCT
ajebi-1238	144	1	2(1	2(1	NUM
ajebi-1238	144	2	)	)	PUNCT
ajebi-1238	144	3	29	29	NUM
ajebi-1238	144	4	-	-	SYM
ajebi-1238	144	5	38	38	NUM
ajebi-1238	144	6	,	,	PUNCT
ajebi-1238	144	7	2023	2023	NUM
ajebi-1238	144	8	adequate	adequate	ADJ
ajebi-1238	144	9	,	,	PUNCT
ajebi-1238	144	10	60	60	NUM
ajebi-1238	144	11	%	%	NOUN
ajebi-1238	144	12	good	good	ADJ
ajebi-1238	144	13	and	and	CCONJ
ajebi-1238	144	14	above	above	ADP
ajebi-1238	144	15	70	70	NUM
ajebi-1238	144	16	%	%	NOUN
ajebi-1238	144	17	rated	rate	VERB
ajebi-1238	144	18	as	as	ADP
ajebi-1238	144	19	appropriate	appropriate	ADJ
ajebi-1238	144	20	for	for	ADP
ajebi-1238	144	21	analysis	analysis	NOUN
ajebi-1238	144	22	.	.	PUNCT
ajebi-1238	145	1	thus	thus	ADV
ajebi-1238	145	2	,	,	PUNCT
ajebi-1238	145	3	the	the	DET
ajebi-1238	145	4	response	response	NOUN
ajebi-1238	145	5	rate	rate	NOUN
ajebi-1238	145	6	was	be	AUX
ajebi-1238	145	7	adequate	adequate	ADJ
ajebi-1238	145	8	for	for	ADP
ajebi-1238	145	9	the	the	DET
ajebi-1238	145	10	study	study	NOUN
ajebi-1238	145	11	.	.	PUNCT
ajebi-1238	146	1	table	table	NOUN
ajebi-1238	146	2	4	4	NUM
ajebi-1238	146	3	:	:	PUNCT
ajebi-1238	146	4	response	response	NOUN
ajebi-1238	146	5	rate	rate	NOUN
ajebi-1238	146	6	response	response	NOUN
ajebi-1238	146	7	rate	rate	NOUN
ajebi-1238	146	8	frequency	frequency	NOUN
ajebi-1238	146	9	percentage	percentage	NOUN
ajebi-1238	146	10	response	response	NOUN
ajebi-1238	146	11	372	372	NUM
ajebi-1238	146	12	96.87	96.87	NUM
ajebi-1238	146	13	%	%	NOUN
ajebi-1238	146	14	non	non	ADJ
ajebi-1238	146	15	-	-	NOUN
ajebi-1238	146	16	response	response	ADJ
ajebi-1238	146	17	12	12	NUM
ajebi-1238	146	18	3.13	3.13	NUM
ajebi-1238	146	19	%	%	NOUN
ajebi-1238	146	20	total	total	NOUN
ajebi-1238	146	21	384	384	NUM
ajebi-1238	146	22	100	100	NUM
ajebi-1238	146	23	demographics	demographic	NOUN
ajebi-1238	146	24	characteristics	characteristic	NOUN
ajebi-1238	146	25	descriptive	descriptive	ADJ
ajebi-1238	146	26	analysis	analysis	NOUN
ajebi-1238	146	27	was	be	AUX
ajebi-1238	146	28	conducted	conduct	VERB
ajebi-1238	146	29	for	for	SCONJ
ajebi-1238	146	30	demographics	demographic	NOUN
ajebi-1238	146	31	to	to	PART
ajebi-1238	146	32	show	show	VERB
ajebi-1238	146	33	the	the	DET
ajebi-1238	146	34	frequencies	frequency	NOUN
ajebi-1238	146	35	for	for	ADP
ajebi-1238	146	36	gender	gender	NOUN
ajebi-1238	146	37	,	,	PUNCT
ajebi-1238	146	38	level	level	NOUN
ajebi-1238	146	39	of	of	ADP
ajebi-1238	146	40	education	education	NOUN
ajebi-1238	146	41	,	,	PUNCT
ajebi-1238	146	42	access	access	NOUN
ajebi-1238	146	43	to	to	ADP
ajebi-1238	146	44	rice	rice	NOUN
ajebi-1238	146	45	market	market	NOUN
ajebi-1238	146	46	information	information	NOUN
ajebi-1238	146	47	,	,	PUNCT
ajebi-1238	146	48	marketing	marketing	NOUN
ajebi-1238	146	49	channel	channel	NOUN
ajebi-1238	146	50	and	and	CCONJ
ajebi-1238	146	51	rice	rice	NOUN
ajebi-1238	146	52	type	type	NOUN
ajebi-1238	146	53	,	,	PUNCT
ajebi-1238	146	54	access	access	NOUN
ajebi-1238	146	55	to	to	ADP
ajebi-1238	146	56	credit	credit	NOUN
ajebi-1238	146	57	and	and	CCONJ
ajebi-1238	146	58	finance	finance	NOUN
ajebi-1238	146	59	and	and	CCONJ
ajebi-1238	146	60	choice	choice	NOUN
ajebi-1238	146	61	of	of	ADP
ajebi-1238	146	62	rice	rice	NOUN
ajebi-1238	146	63	marketing	marketing	NOUN
ajebi-1238	146	64	channel	channel	NOUN
ajebi-1238	146	65	.	.	PUNCT
ajebi-1238	147	1	the	the	DET
ajebi-1238	147	2	results	result	NOUN
ajebi-1238	147	3	are	be	AUX
ajebi-1238	147	4	shown	show	VERB
ajebi-1238	147	5	in	in	ADP
ajebi-1238	147	6	table	table	NOUN
ajebi-1238	147	7	5	5	NUM
ajebi-1238	147	8	.	.	PUNCT
ajebi-1238	147	9	from	from	ADP
ajebi-1238	147	10	the	the	DET
ajebi-1238	147	11	results	result	NOUN
ajebi-1238	147	12	in	in	ADP
ajebi-1238	147	13	table	table	NOUN
ajebi-1238	147	14	5	5	NUM
ajebi-1238	147	15	,	,	PUNCT
ajebi-1238	147	16	the	the	DET
ajebi-1238	147	17	number	number	NOUN
ajebi-1238	147	18	of	of	ADP
ajebi-1238	147	19	female	female	ADJ
ajebi-1238	147	20	farmers	farmer	NOUN
ajebi-1238	147	21	composition	composition	NOUN
ajebi-1238	147	22	was	be	AUX
ajebi-1238	147	23	27.42	27.42	NUM
ajebi-1238	147	24	%	%	NOUN
ajebi-1238	147	25	,	,	PUNCT
ajebi-1238	147	26	whereas	whereas	SCONJ
ajebi-1238	147	27	72.58	72.58	NUM
ajebi-1238	147	28	%	%	NOUN
ajebi-1238	147	29	were	be	AUX
ajebi-1238	147	30	males	male	NOUN
ajebi-1238	147	31	,	,	PUNCT
ajebi-1238	147	32	an	an	DET
ajebi-1238	147	33	indication	indication	NOUN
ajebi-1238	147	34	of	of	ADP
ajebi-1238	147	35	male	male	ADJ
ajebi-1238	147	36	domination	domination	NOUN
ajebi-1238	147	37	in	in	ADP
ajebi-1238	147	38	rice	rice	NOUN
ajebi-1238	147	39	farming	farming	NOUN
ajebi-1238	147	40	.	.	PUNCT
ajebi-1238	148	1	on	on	ADP
ajebi-1238	148	2	education	education	NOUN
ajebi-1238	148	3	level	level	NOUN
ajebi-1238	148	4	,	,	PUNCT
ajebi-1238	148	5	the	the	DET
ajebi-1238	148	6	results	result	NOUN
ajebi-1238	148	7	show	show	VERB
ajebi-1238	148	8	that	that	SCONJ
ajebi-1238	148	9	29.84	29.84	NUM
ajebi-1238	148	10	%	%	NOUN
ajebi-1238	148	11	had	have	VERB
ajebi-1238	148	12	no	no	DET
ajebi-1238	148	13	formal	formal	ADJ
ajebi-1238	148	14	education	education	NOUN
ajebi-1238	148	15	,	,	PUNCT
ajebi-1238	148	16	50.81	50.81	NUM
ajebi-1238	148	17	%	%	NOUN
ajebi-1238	148	18	were	be	AUX
ajebi-1238	148	19	of	of	ADP
ajebi-1238	148	20	primary	primary	ADJ
ajebi-1238	148	21	level	level	NOUN
ajebi-1238	148	22	,	,	PUNCT
ajebi-1238	148	23	while	while	SCONJ
ajebi-1238	148	24	only	only	ADV
ajebi-1238	148	25	7.53	7.53	NUM
ajebi-1238	148	26	%	%	NOUN
ajebi-1238	148	27	and	and	CCONJ
ajebi-1238	148	28	11.83	11.83	NUM
ajebi-1238	148	29	%	%	NOUN
ajebi-1238	148	30	had	have	VERB
ajebi-1238	148	31	secondary	secondary	ADJ
ajebi-1238	148	32	level	level	NOUN
ajebi-1238	148	33	and	and	CCONJ
ajebi-1238	148	34	tertiary	tertiary	ADJ
ajebi-1238	148	35	table	table	NOUN
ajebi-1238	148	36	5	5	NUM
ajebi-1238	148	37	:	:	PUNCT
ajebi-1238	148	38	demographics	demographic	NOUN
ajebi-1238	148	39	gender	gender	NOUN
ajebi-1238	148	40	frequency	frequency	NOUN
ajebi-1238	148	41	percent	percent	NOUN
ajebi-1238	148	42	female	female	ADJ
ajebi-1238	148	43	102	102	NUM
ajebi-1238	148	44	27.42	27.42	NUM
ajebi-1238	148	45	male	male	NOUN
ajebi-1238	148	46	270	270	NUM
ajebi-1238	148	47	72.58	72.58	NUM
ajebi-1238	148	48	total	total	NOUN
ajebi-1238	148	49	372	372	NUM
ajebi-1238	148	50	100	100	NUM
ajebi-1238	148	51	level	level	NOUN
ajebi-1238	148	52	of	of	ADP
ajebi-1238	148	53	education	education	NOUN
ajebi-1238	148	54	no	no	DET
ajebi-1238	148	55	formal	formal	ADJ
ajebi-1238	148	56	education	education	NOUN
ajebi-1238	148	57	111	111	NUM
ajebi-1238	148	58	29.84	29.84	NUM
ajebi-1238	148	59	primary	primary	ADJ
ajebi-1238	148	60	education	education	NOUN
ajebi-1238	148	61	189	189	NUM
ajebi-1238	148	62	50.81	50.81	NUM
ajebi-1238	148	63	secondary	secondary	ADJ
ajebi-1238	148	64	education	education	NOUN
ajebi-1238	148	65	28	28	NUM
ajebi-1238	148	66	7.53	7.53	NUM
ajebi-1238	148	67	tertiary	tertiary	ADJ
ajebi-1238	148	68	education	education	NOUN
ajebi-1238	148	69	44	44	NUM
ajebi-1238	148	70	11.83	11.83	NUM
ajebi-1238	148	71	total	total	NOUN
ajebi-1238	148	72	372	372	NUM
ajebi-1238	148	73	100	100	NUM
ajebi-1238	148	74	level	level	NOUN
ajebi-1238	148	75	,	,	PUNCT
ajebi-1238	148	76	respectively	respectively	ADV
ajebi-1238	148	77	.	.	PUNCT
ajebi-1238	149	1	this	this	PRON
ajebi-1238	149	2	indicated	indicate	VERB
ajebi-1238	149	3	that	that	SCONJ
ajebi-1238	149	4	there	there	PRON
ajebi-1238	149	5	was	be	VERB
ajebi-1238	149	6	a	a	DET
ajebi-1238	149	7	low	low	ADJ
ajebi-1238	149	8	level	level	NOUN
ajebi-1238	149	9	of	of	ADP
ajebi-1238	149	10	education	education	NOUN
ajebi-1238	149	11	in	in	ADP
ajebi-1238	149	12	the	the	DET
ajebi-1238	149	13	rice	rice	NOUN
ajebi-1238	149	14	farming	farming	NOUN
ajebi-1238	149	15	sector	sector	NOUN
ajebi-1238	149	16	and	and	CCONJ
ajebi-1238	149	17	could	could	AUX
ajebi-1238	149	18	influence	influence	VERB
ajebi-1238	149	19	the	the	DET
ajebi-1238	149	20	understanding	understanding	NOUN
ajebi-1238	149	21	of	of	ADP
ajebi-1238	149	22	the	the	DET
ajebi-1238	149	23	questions	question	NOUN
ajebi-1238	149	24	.	.	PUNCT
ajebi-1238	150	1	however	however	ADV
ajebi-1238	150	2	,	,	PUNCT
ajebi-1238	150	3	the	the	DET
ajebi-1238	150	4	study	study	NOUN
ajebi-1238	150	5	used	use	VERB
ajebi-1238	150	6	simplified	simplified	ADJ
ajebi-1238	150	7	questions	question	NOUN
ajebi-1238	150	8	that	that	PRON
ajebi-1238	150	9	allowed	allow	VERB
ajebi-1238	150	10	all	all	DET
ajebi-1238	150	11	respondents	respondent	NOUN
ajebi-1238	150	12	to	to	PART
ajebi-1238	150	13	understand	understand	VERB
ajebi-1238	150	14	.	.	PUNCT
ajebi-1238	151	1	respondent	respondent	NOUN
ajebi-1238	151	2	’s	’s	PART
ajebi-1238	151	3	access	access	NOUN
ajebi-1238	151	4	to	to	ADP
ajebi-1238	151	5	rice	rice	NOUN
ajebi-1238	151	6	market	market	NOUN
ajebi-1238	151	7	information	information	NOUN
ajebi-1238	151	8	,	,	PUNCT
ajebi-1238	151	9	rice	rice	NOUN
ajebi-1238	151	10	type	type	NOUN
ajebi-1238	151	11	produced	produce	VERB
ajebi-1238	151	12	,	,	PUNCT
ajebi-1238	151	13	access	access	NOUN
ajebi-1238	151	14	to	to	ADP
ajebi-1238	151	15	credit	credit	NOUN
ajebi-1238	151	16	and	and	CCONJ
ajebi-1238	151	17	finance	finance	NOUN
ajebi-1238	151	18	,	,	PUNCT
ajebi-1238	151	19	and	and	CCONJ
ajebi-1238	151	20	difficulties	difficulty	NOUN
ajebi-1238	151	21	in	in	ADP
ajebi-1238	151	22	accessing	access	VERB
ajebi-1238	151	23	credit	credit	NOUN
ajebi-1238	151	24	responses	response	NOUN
ajebi-1238	151	25	are	be	AUX
ajebi-1238	151	26	shown	show	VERB
ajebi-1238	151	27	in	in	ADP
ajebi-1238	151	28	table	table	NOUN
ajebi-1238	151	29	6	6	NUM
ajebi-1238	151	30	.	.	PUNCT
ajebi-1238	152	1	results	result	NOUN
ajebi-1238	152	2	in	in	ADP
ajebi-1238	152	3	table	table	NOUN
ajebi-1238	152	4	6	6	NUM
ajebi-1238	152	5	showed	show	VERB
ajebi-1238	152	6	that	that	SCONJ
ajebi-1238	152	7	the	the	DET
ajebi-1238	152	8	majority	majority	NOUN
ajebi-1238	152	9	,	,	PUNCT
ajebi-1238	152	10	56.99	56.99	NUM
ajebi-1238	152	11	%	%	NOUN
ajebi-1238	152	12	,	,	PUNCT
ajebi-1238	152	13	could	could	AUX
ajebi-1238	152	14	not	not	PART
ajebi-1238	152	15	access	access	VERB
ajebi-1238	152	16	rice	rice	NOUN
ajebi-1238	152	17	market	market	NOUN
ajebi-1238	152	18	information	information	NOUN
ajebi-1238	152	19	,	,	PUNCT
ajebi-1238	152	20	and	and	CCONJ
ajebi-1238	152	21	only	only	ADV
ajebi-1238	152	22	43.01	43.01	NUM
ajebi-1238	152	23	%	%	NOUN
ajebi-1238	152	24	were	be	AUX
ajebi-1238	152	25	able	able	ADJ
ajebi-1238	152	26	to	to	PART
ajebi-1238	152	27	.	.	PUNCT
ajebi-1238	153	1	this	this	PRON
ajebi-1238	153	2	indicates	indicate	VERB
ajebi-1238	153	3	that	that	SCONJ
ajebi-1238	153	4	there	there	PRON
ajebi-1238	153	5	could	could	AUX
ajebi-1238	153	6	be	be	AUX
ajebi-1238	153	7	a	a	DET
ajebi-1238	153	8	lack	lack	NOUN
ajebi-1238	153	9	of	of	ADP
ajebi-1238	153	10	meaningful	meaningful	ADJ
ajebi-1238	153	11	information	information	NOUN
ajebi-1238	153	12	on	on	ADP
ajebi-1238	153	13	the	the	DET
ajebi-1238	153	14	rice	rice	NOUN
ajebi-1238	153	15	farming	farming	NOUN
ajebi-1238	153	16	sector	sector	NOUN
ajebi-1238	153	17	,	,	PUNCT
ajebi-1238	153	18	which	which	PRON
ajebi-1238	153	19	could	could	AUX
ajebi-1238	153	20	have	have	VERB
ajebi-1238	153	21	a	a	DET
ajebi-1238	153	22	negative	negative	ADJ
ajebi-1238	153	23	effect	effect	NOUN
ajebi-1238	153	24	.	.	PUNCT
ajebi-1238	154	1	on	on	ADP
ajebi-1238	154	2	the	the	DET
ajebi-1238	154	3	rice	rice	NOUN
ajebi-1238	154	4	type	type	NOUN
ajebi-1238	154	5	,	,	PUNCT
ajebi-1238	154	6	the	the	DET
ajebi-1238	154	7	majority	majority	NOUN
ajebi-1238	154	8	of	of	ADP
ajebi-1238	154	9	the	the	DET
ajebi-1238	154	10	respondents	respondent	NOUN
ajebi-1238	154	11	,	,	PUNCT
ajebi-1238	154	12	77.42	77.42	NUM
ajebi-1238	154	13	%	%	NOUN
ajebi-1238	154	14	,	,	PUNCT
ajebi-1238	154	15	indicated	indicate	VERB
ajebi-1238	154	16	that	that	SCONJ
ajebi-1238	154	17	they	they	PRON
ajebi-1238	154	18	grow	grow	VERB
ajebi-1238	154	19	basmati	basmati	PROPN
ajebi-1238	154	20	followed	follow	VERB
ajebi-1238	154	21	by	by	ADP
ajebi-1238	154	22	bw	bw	PROPN
ajebi-1238	154	23	196	196	NUM
ajebi-1238	154	24	with	with	ADP
ajebi-1238	154	25	12.37	12.37	NUM
ajebi-1238	154	26	%	%	NOUN
ajebi-1238	154	27	,	,	PUNCT
ajebi-1238	154	28	and	and	CCONJ
ajebi-1238	154	29	lastly	lastly	ADV
ajebi-1238	154	30	,	,	PUNCT
ajebi-1238	154	31	nerica	nerica	ADJ
ajebi-1238	154	32	1	1	NUM
ajebi-1238	154	33	having	have	VERB
ajebi-1238	154	34	the	the	DET
ajebi-1238	154	35	least	least	ADJ
ajebi-1238	154	36	with	with	ADP
ajebi-1238	154	37	10.22	10.22	NUM
ajebi-1238	154	38	%	%	NOUN
ajebi-1238	154	39	.	.	PUNCT
ajebi-1238	155	1	on	on	ADP
ajebi-1238	155	2	access	access	NOUN
ajebi-1238	155	3	to	to	ADP
ajebi-1238	155	4	credit	credit	NOUN
ajebi-1238	155	5	and	and	CCONJ
ajebi-1238	155	6	finance	finance	NOUN
ajebi-1238	155	7	,	,	PUNCT
ajebi-1238	155	8	the	the	DET
ajebi-1238	155	9	majority	majority	NOUN
ajebi-1238	155	10	,	,	PUNCT
ajebi-1238	155	11	88.8	88.8	NUM
ajebi-1238	155	12	%	%	NOUN
ajebi-1238	155	13	of	of	ADP
ajebi-1238	155	14	farmers	farmer	NOUN
ajebi-1238	155	15	,	,	PUNCT
ajebi-1238	155	16	do	do	AUX
ajebi-1238	155	17	not	not	PART
ajebi-1238	155	18	have	have	VERB
ajebi-1238	155	19	access	access	NOUN
ajebi-1238	155	20	to	to	ADP
ajebi-1238	155	21	credit	credit	NOUN
ajebi-1238	155	22	,	,	PUNCT
ajebi-1238	155	23	while	while	SCONJ
ajebi-1238	155	24	only	only	ADV
ajebi-1238	155	25	11.2	11.2	NUM
ajebi-1238	155	26	%	%	NOUN
ajebi-1238	155	27	have	have	VERB
ajebi-1238	155	28	access	access	NOUN
ajebi-1238	155	29	to	to	ADP
ajebi-1238	155	30	credit	credit	NOUN
ajebi-1238	155	31	.	.	PUNCT
ajebi-1238	156	1	this	this	PRON
ajebi-1238	156	2	could	could	AUX
ajebi-1238	156	3	indicate	indicate	VERB
ajebi-1238	156	4	that	that	SCONJ
ajebi-1238	156	5	many	many	ADJ
ajebi-1238	156	6	farmers	farmer	NOUN
ajebi-1238	156	7	could	could	AUX
ajebi-1238	156	8	be	be	AUX
ajebi-1238	156	9	restrained	restrain	VERB
ajebi-1238	156	10	in	in	ADP
ajebi-1238	156	11	their	their	PRON
ajebi-1238	156	12	farming	farming	NOUN
ajebi-1238	156	13	activities	activity	NOUN
ajebi-1238	156	14	due	due	ADJ
ajebi-1238	156	15	to	to	ADP
ajebi-1238	156	16	a	a	DET
ajebi-1238	156	17	shortage	shortage	NOUN
ajebi-1238	156	18	in	in	ADP
ajebi-1238	156	19	accessing	access	VERB
ajebi-1238	156	20	credit	credit	NOUN
ajebi-1238	156	21	and	and	CCONJ
ajebi-1238	156	22	finance	finance	NOUN
ajebi-1238	156	23	.	.	PUNCT
ajebi-1238	157	1	table	table	NOUN
ajebi-1238	157	2	6	6	NUM
ajebi-1238	157	3	:	:	PUNCT
ajebi-1238	157	4	market	market	NOUN
ajebi-1238	157	5	information	information	NOUN
ajebi-1238	157	6	access	access	NOUN
ajebi-1238	157	7	to	to	ADP
ajebi-1238	157	8	rice	rice	NOUN
ajebi-1238	157	9	market	market	NOUN
ajebi-1238	157	10	information	information	NOUN
ajebi-1238	157	11	frequency	frequency	NOUN
ajebi-1238	157	12	percent	percent	NOUN
ajebi-1238	157	13	no	no	DET
ajebi-1238	157	14	212	212	NUM
ajebi-1238	157	15	56.99	56.99	NUM
ajebi-1238	157	16	yes	yes	NOUN
ajebi-1238	157	17	160	160	NUM
ajebi-1238	157	18	43.01	43.01	NUM
ajebi-1238	157	19	rice	rice	NOUN
ajebi-1238	157	20	type	type	NOUN
ajebi-1238	157	21	basmati	basmati	NOUN
ajebi-1238	157	22	288	288	NUM
ajebi-1238	157	23	77.42	77.42	NUM
ajebi-1238	157	24	bw	bw	NOUN
ajebi-1238	157	25	196	196	NUM
ajebi-1238	157	26	46	46	NUM
ajebi-1238	157	27	12.37	12.37	NUM
ajebi-1238	157	28	nerica	nerica	PROPN
ajebi-1238	157	29	1	1	NUM
ajebi-1238	157	30	38	38	NUM
ajebi-1238	157	31	10.22	10.22	NUM
ajebi-1238	157	32	access	access	NOUN
ajebi-1238	157	33	to	to	ADP
ajebi-1238	157	34	credit	credit	NOUN
ajebi-1238	157	35	and	and	CCONJ
ajebi-1238	157	36	finance	finance	VERB
ajebi-1238	157	37	no	no	DET
ajebi-1238	157	38	330	330	NUM
ajebi-1238	157	39	88.8	88.8	NUM
ajebi-1238	157	40	yes	yes	INTJ
ajebi-1238	157	41	42	42	NUM
ajebi-1238	157	42	11.2	11.2	NUM
ajebi-1238	157	43	difficulties	difficulty	NOUN
ajebi-1238	157	44	in	in	ADP
ajebi-1238	157	45	accessing	access	VERB
ajebi-1238	157	46	credit	credit	NOUN
ajebi-1238	157	47	delays	delay	NOUN
ajebi-1238	157	48	in	in	ADP
ajebi-1238	157	49	payment	payment	NOUN
ajebi-1238	157	50	71	71	NUM
ajebi-1238	157	51	19	19	NUM
ajebi-1238	157	52	high	high	ADJ
ajebi-1238	157	53	interest	interest	NOUN
ajebi-1238	157	54	rates	rate	NOUN
ajebi-1238	157	55	156	156	NUM
ajebi-1238	157	56	42	42	NUM
ajebi-1238	157	57	lack	lack	NOUN
ajebi-1238	157	58	of	of	ADP
ajebi-1238	157	59	land	land	NOUN
ajebi-1238	157	60	title	title	NOUN
ajebi-1238	157	61	deed	deed	NOUN
ajebi-1238	157	62	60	60	NUM
ajebi-1238	157	63	16	16	NUM
ajebi-1238	157	64	low	low	ADJ
ajebi-1238	157	65	yields	yield	NOUN
ajebi-1238	157	66	82	82	NUM
ajebi-1238	157	67	22	22	NUM
ajebi-1238	157	68	not	not	PART
ajebi-1238	157	69	applicable	applicable	ADJ
ajebi-1238	157	70	4	4	NUM
ajebi-1238	157	71	1	1	NUM
ajebi-1238	157	72	reason	reason	NOUN
ajebi-1238	157	73	for	for	ADP
ajebi-1238	157	74	choice	choice	NOUN
ajebi-1238	157	75	of	of	ADP
ajebi-1238	157	76	channel	channel	NOUN
ajebi-1238	157	77	availability	availability	NOUN
ajebi-1238	157	78	1	1	NUM
ajebi-1238	157	79	0.27	0.27	NUM
ajebi-1238	157	80	better	well	ADJ
ajebi-1238	157	81	prices	price	NOUN
ajebi-1238	157	82	129	129	NUM
ajebi-1238	157	83	34.68	34.68	NUM
ajebi-1238	157	84	credibility	credibility	NOUN
ajebi-1238	157	85	of	of	ADP
ajebi-1238	157	86	weighing	weigh	VERB
ajebi-1238	157	87	scale	scale	NOUN
ajebi-1238	157	88	3	3	NUM
ajebi-1238	157	89	0.81	0.81	NUM
ajebi-1238	157	90	ease	ease	NOUN
ajebi-1238	157	91	of	of	ADP
ajebi-1238	157	92	cash	cash	NOUN
ajebi-1238	157	93	payment/	payment/	NUM
ajebi-1238	157	94	prompt	prompt	ADJ
ajebi-1238	157	95	cash	cash	NOUN
ajebi-1238	157	96	118	118	NUM
ajebi-1238	157	97	31.72	31.72	NUM
ajebi-1238	157	98	inputs	input	NOUN
ajebi-1238	157	99	for	for	ADP
ajebi-1238	157	100	rice	rice	NOUN
ajebi-1238	157	101	farming	farming	NOUN
ajebi-1238	157	102	and	and	CCONJ
ajebi-1238	157	103	services	service	NOUN
ajebi-1238	157	104	(	(	PUNCT
ajebi-1238	157	105	loans	loan	NOUN
ajebi-1238	157	106	)	)	PUNCT
ajebi-1238	157	107	26	26	NUM
ajebi-1238	157	108	7.26	7.26	NUM
ajebi-1238	157	109	lack	lack	NOUN
ajebi-1238	157	110	of	of	ADP
ajebi-1238	157	111	security	security	NOUN
ajebi-1238	157	112	and	and	CCONJ
ajebi-1238	157	113	stores	store	NOUN
ajebi-1238	157	114	4	4	NUM
ajebi-1238	157	115	1.08	1.08	NUM
ajebi-1238	157	116	nearer	nearer	NOUN
ajebi-1238	157	117	to	to	PART
ajebi-1238	157	118	market	market	VERB
ajebi-1238	157	119	90	90	NUM
ajebi-1238	157	120	24.19	24.19	NUM
ajebi-1238	157	121	prompt	prompt	ADJ
ajebi-1238	157	122	payment	payment	NOUN
ajebi-1238	157	123	,	,	PUNCT
ajebi-1238	157	124	profitability	profitability	NOUN
ajebi-1238	157	125	,	,	PUNCT
ajebi-1238	157	126	cost	cost	NOUN
ajebi-1238	157	127	of	of	ADP
ajebi-1238	157	128	water	water	NOUN
ajebi-1238	157	129	payment	payment	NOUN
ajebi-1238	157	130	1	1	NUM
ajebi-1238	157	131	0.27	0.27	NUM
ajebi-1238	157	132	total	total	NOUN
ajebi-1238	157	133	372	372	NUM
ajebi-1238	157	134	100	100	NUM
ajebi-1238	157	135	on	on	ADP
ajebi-1238	157	136	the	the	DET
ajebi-1238	157	137	difficulties	difficulty	NOUN
ajebi-1238	157	138	in	in	ADP
ajebi-1238	157	139	accessing	access	VERB
ajebi-1238	157	140	credit	credit	NOUN
ajebi-1238	157	141	,	,	PUNCT
ajebi-1238	157	142	the	the	DET
ajebi-1238	157	143	majority	majority	NOUN
ajebi-1238	157	144	,	,	PUNCT
ajebi-1238	157	145	42	42	NUM
ajebi-1238	157	146	%	%	NOUN
ajebi-1238	157	147	,	,	PUNCT
ajebi-1238	157	148	indicated	indicate	VERB
ajebi-1238	157	149	that	that	SCONJ
ajebi-1238	157	150	they	they	PRON
ajebi-1238	157	151	had	have	VERB
ajebi-1238	157	152	difficulties	difficulty	NOUN
ajebi-1238	157	153	accessing	access	VERB
ajebi-1238	157	154	credit	credit	NOUN
ajebi-1238	157	155	due	due	ADP
ajebi-1238	157	156	to	to	ADP
ajebi-1238	157	157	high	high	ADJ
ajebi-1238	157	158	-	-	PUNCT
ajebi-1238	157	159	interest	interest	NOUN
ajebi-1238	157	160	rates	rate	NOUN
ajebi-1238	157	161	,	,	PUNCT
ajebi-1238	157	162	followed	follow	VERB
ajebi-1238	157	163	by	by	ADP
ajebi-1238	157	164	low	low	ADJ
ajebi-1238	157	165	yields	yield	NOUN
ajebi-1238	157	166	with	with	ADP
ajebi-1238	157	167	22	22	NUM
ajebi-1238	157	168	%	%	NOUN
ajebi-1238	157	169	.	.	PUNCT
ajebi-1238	158	1	19	19	NUM
ajebi-1238	158	2	%	%	NOUN
ajebi-1238	158	3	of	of	ADP
ajebi-1238	158	4	the	the	DET
ajebi-1238	158	5	respondents	respondent	NOUN
ajebi-1238	158	6	indicated	indicate	VERB
ajebi-1238	158	7	difficulty	difficulty	NOUN
ajebi-1238	158	8	accessing	access	VERB
ajebi-1238	158	9	credit	credit	NOUN
ajebi-1238	158	10	due	due	ADP
ajebi-1238	158	11	to	to	ADP
ajebi-1238	158	12	payment	payment	NOUN
ajebi-1238	158	13	delays	delay	NOUN
ajebi-1238	158	14	,	,	PUNCT
ajebi-1238	158	15	while	while	SCONJ
ajebi-1238	158	16	16	16	NUM
ajebi-1238	158	17	%	%	NOUN
ajebi-1238	158	18	cited	cite	VERB
ajebi-1238	158	19	a	a	DET
ajebi-1238	158	20	lack	lack	NOUN
ajebi-1238	158	21	of	of	ADP
ajebi-1238	158	22	land	land	NOUN
ajebi-1238	158	23	title	title	NOUN
ajebi-1238	158	24	deeds	deed	NOUN
ajebi-1238	158	25	for	for	ADP
ajebi-1238	158	26	acting	act	VERB
ajebi-1238	158	27	as	as	ADP
ajebi-1238	158	28	collateral	collateral	NOUN
ajebi-1238	158	29	.	.	PUNCT
ajebi-1238	159	1	lastly	lastly	ADV
ajebi-1238	159	2	,	,	PUNCT
ajebi-1238	159	3	regarding	regard	VERB
ajebi-1238	159	4	the	the	DET
ajebi-1238	159	5	choice	choice	NOUN
ajebi-1238	159	6	of	of	ADP
ajebi-1238	159	7	rice	rice	NOUN
ajebi-1238	159	8	marketing	marketing	NOUN
ajebi-1238	159	9	channel	channel	NOUN
ajebi-1238	159	10	,	,	PUNCT
ajebi-1238	159	11	the	the	DET
ajebi-1238	159	12	majority	majority	NOUN
ajebi-1238	159	13	of	of	ADP
ajebi-1238	159	14	respondents	respondent	NOUN
ajebi-1238	159	15	,	,	PUNCT
ajebi-1238	159	16	129(34.68	129(34.68	NUM
ajebi-1238	159	17	%	%	NOUN
ajebi-1238	159	18	)	)	PUNCT
ajebi-1238	159	19	,	,	PUNCT
ajebi-1238	159	20	chose	choose	VERB
ajebi-1238	159	21	channels	channel	NOUN
ajebi-1238	159	22	that	that	PRON
ajebi-1238	159	23	provided	provide	VERB
ajebi-1238	159	24	better	well	ADJ
ajebi-1238	159	25	prices	price	NOUN
ajebi-1238	159	26	for	for	ADP
ajebi-1238	159	27	their	their	PRON
ajebi-1238	159	28	produce	produce	NOUN
ajebi-1238	159	29	.	.	PUNCT
ajebi-1238	160	1	118(31.72	118(31.72	ADJ
ajebi-1238	160	2	%	%	NOUN
ajebi-1238	160	3	)	)	PUNCT
ajebi-1238	160	4	acclaimed	acclaim	VERB
ajebi-1238	160	5	ease	ease	NOUN
ajebi-1238	160	6	of	of	ADP
ajebi-1238	160	7	cash	cash	NOUN
ajebi-1238	160	8	payment	payment	NOUN
ajebi-1238	160	9	as	as	ADP
ajebi-1238	160	10	the	the	DET
ajebi-1238	160	11	reason	reason	NOUN
ajebi-1238	160	12	for	for	ADP
ajebi-1238	160	13	their	their	PRON
ajebi-1238	160	14	choice	choice	NOUN
ajebi-1238	160	15	of	of	ADP
ajebi-1238	160	16	marketing	marketing	NOUN
ajebi-1238	160	17	channel	channel	NOUN
ajebi-1238	160	18	.	.	PUNCT
ajebi-1238	161	1	90(24.19	90(24.19	NUM
ajebi-1238	161	2	%	%	NOUN
ajebi-1238	161	3	)	)	PUNCT
ajebi-1238	161	4	participants	participant	NOUN
ajebi-1238	161	5	preferred	preferred	ADJ
ajebi-1238	161	6	market	market	NOUN
ajebi-1238	161	7	channels	channel	NOUN
ajebi-1238	161	8	due	due	ADP
ajebi-1238	161	9	to	to	ADP
ajebi-1238	161	10	their	their	PRON
ajebi-1238	161	11	nearness	nearness	NOUN
ajebi-1238	161	12	to	to	ADP
ajebi-1238	161	13	the	the	DET
ajebi-1238	161	14	market	market	NOUN
ajebi-1238	161	15	.	.	PUNCT
ajebi-1238	162	1	other	other	ADJ
ajebi-1238	162	2	factors	factor	NOUN
ajebi-1238	162	3	that	that	PRON
ajebi-1238	162	4	the	the	DET
ajebi-1238	162	5	farmers	farmer	NOUN
ajebi-1238	162	6	looked	look	VERB
ajebi-1238	162	7	at	at	ADP
ajebi-1238	162	8	were	be	AUX
ajebi-1238	162	9	access	access	NOUN
ajebi-1238	162	10	to	to	ADP
ajebi-1238	162	11	credit	credit	NOUN
ajebi-1238	162	12	and	and	CCONJ
ajebi-1238	162	13	farm	farm	NOUN
ajebi-1238	162	14	inputs	input	NOUN
ajebi-1238	162	15	(	(	PUNCT
ajebi-1238	162	16	7.26	7.26	NUM
ajebi-1238	162	17	%	%	NOUN
ajebi-1238	162	18	)	)	PUNCT
ajebi-1238	162	19	,	,	PUNCT
ajebi-1238	162	20	the	the	DET
ajebi-1238	162	21	credibility	credibility	NOUN
ajebi-1238	162	22	of	of	ADP
ajebi-1238	162	23	weighing	weigh	VERB
ajebi-1238	162	24	scales	scale	NOUN
ajebi-1238	162	25	(	(	PUNCT
ajebi-1238	162	26	0.81	0.81	NUM
ajebi-1238	162	27	%	%	NOUN
ajebi-1238	162	28	)	)	PUNCT
ajebi-1238	162	29	,	,	PUNCT
ajebi-1238	162	30	provision	provision	NOUN
ajebi-1238	162	31	of	of	ADP
ajebi-1238	162	32	stores	store	NOUN
ajebi-1238	162	33	(	(	PUNCT
ajebi-1238	162	34	1.08	1.08	NUM
ajebi-1238	162	35	%	%	NOUN
ajebi-1238	162	36	)	)	PUNCT
ajebi-1238	162	37	,	,	PUNCT
ajebi-1238	162	38	and	and	CCONJ
ajebi-1238	162	39	low	low	ADJ
ajebi-1238	162	40	cost	cost	NOUN
ajebi-1238	162	41	of	of	ADP
ajebi-1238	162	42	water	water	NOUN
ajebi-1238	162	43	payment	payment	NOUN
ajebi-1238	162	44	at	at	ADP
ajebi-1238	162	45	0.27	0.27	NUM
ajebi-1238	162	46	%	%	NOUN
ajebi-1238	162	47	.	.	PUNCT
ajebi-1238	163	1	marketing	marketing	NOUN
ajebi-1238	163	2	channels	channel	NOUN
ajebi-1238	163	3	of	of	ADP
ajebi-1238	163	4	rice	rice	NOUN
ajebi-1238	163	5	marketing	marketing	NOUN
ajebi-1238	163	6	channels	channel	NOUN
ajebi-1238	163	7	link	link	VERB
ajebi-1238	163	8	the	the	DET
ajebi-1238	163	9	market	market	NOUN
ajebi-1238	163	10	actors	actor	NOUN
ajebi-1238	163	11	in	in	ADP
ajebi-1238	163	12	the	the	DET
ajebi-1238	163	13	exchange	exchange	NOUN
ajebi-1238	163	14	process	process	NOUN
ajebi-1238	163	15	by	by	ADP
ajebi-1238	163	16	indicating	indicate	VERB
ajebi-1238	163	17	how	how	SCONJ
ajebi-1238	163	18	the	the	DET
ajebi-1238	163	19	marketable	marketable	ADJ
ajebi-1238	163	20	and	and	CCONJ
ajebi-1238	163	21	marketed	market	VERB
ajebi-1238	163	22	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	163	23	pa	pa	PROPN
ajebi-1238	163	24	ge	ge	PROPN
ajebi-1238	163	25	34	34	NUM
ajebi-1238	163	26	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	163	27	am	am	NOUN
ajebi-1238	163	28	.	.	PUNCT
ajebi-1238	164	1	j.	j.	PROPN
ajebi-1238	164	2	econ	econ	PROPN
ajebi-1238	164	3	.	.	PUNCT
ajebi-1238	164	4	bus	bus	PROPN
ajebi-1238	164	5	.	.	PUNCT
ajebi-1238	165	1	innov	innov	PROPN
ajebi-1238	165	2	.	.	PUNCT
ajebi-1238	166	1	2(1	2(1	NUM
ajebi-1238	166	2	)	)	PUNCT
ajebi-1238	166	3	29	29	NUM
ajebi-1238	166	4	-	-	SYM
ajebi-1238	166	5	38	38	NUM
ajebi-1238	166	6	,	,	PUNCT
ajebi-1238	166	7	2023	2023	NUM
ajebi-1238	166	8	surplus	surplus	NOUN
ajebi-1238	166	9	is	be	AUX
ajebi-1238	166	10	transferred	transfer	VERB
ajebi-1238	166	11	from	from	ADP
ajebi-1238	166	12	farms	farm	NOUN
ajebi-1238	166	13	to	to	ADP
ajebi-1238	166	14	the	the	DET
ajebi-1238	166	15	final	final	ADJ
ajebi-1238	166	16	consumer	consumer	NOUN
ajebi-1238	166	17	.	.	PUNCT
ajebi-1238	167	1	they	they	PRON
ajebi-1238	167	2	are	be	AUX
ajebi-1238	167	3	routes	route	NOUN
ajebi-1238	167	4	through	through	ADP
ajebi-1238	167	5	which	which	PRON
ajebi-1238	167	6	agricultural	agricultural	ADJ
ajebi-1238	167	7	commodities	commodity	NOUN
ajebi-1238	167	8	pass	pass	VERB
ajebi-1238	167	9	from	from	ADP
ajebi-1238	167	10	different	different	ADJ
ajebi-1238	167	11	market	market	NOUN
ajebi-1238	167	12	actors	actor	NOUN
ajebi-1238	167	13	to	to	ADP
ajebi-1238	167	14	the	the	DET
ajebi-1238	167	15	final	final	ADJ
ajebi-1238	167	16	consumer	consumer	NOUN
ajebi-1238	167	17	.	.	PUNCT
ajebi-1238	168	1	in	in	ADP
ajebi-1238	168	2	evaluating	evaluate	VERB
ajebi-1238	168	3	a	a	DET
ajebi-1238	168	4	marketing	marketing	NOUN
ajebi-1238	168	5	system	system	NOUN
ajebi-1238	168	6	,	,	PUNCT
ajebi-1238	168	7	marketing	marketing	NOUN
ajebi-1238	168	8	channels	channel	NOUN
ajebi-1238	168	9	are	be	AUX
ajebi-1238	168	10	very	very	ADV
ajebi-1238	168	11	important	important	ADJ
ajebi-1238	168	12	as	as	SCONJ
ajebi-1238	168	13	they	they	PRON
ajebi-1238	168	14	indicate	indicate	VERB
ajebi-1238	168	15	how	how	SCONJ
ajebi-1238	168	16	market	market	NOUN
ajebi-1238	168	17	actors	actor	NOUN
ajebi-1238	168	18	are	be	AUX
ajebi-1238	168	19	organized	organize	VERB
ajebi-1238	168	20	to	to	PART
ajebi-1238	168	21	accomplish	accomplish	VERB
ajebi-1238	168	22	the	the	DET
ajebi-1238	168	23	product	product	NOUN
ajebi-1238	168	24	movement	movement	NOUN
ajebi-1238	168	25	from	from	ADP
ajebi-1238	168	26	the	the	DET
ajebi-1238	168	27	producer	producer	NOUN
ajebi-1238	168	28	to	to	ADP
ajebi-1238	168	29	the	the	DET
ajebi-1238	168	30	ultimate	ultimate	ADJ
ajebi-1238	168	31	consumer	consumer	NOUN
ajebi-1238	168	32	.	.	PUNCT
ajebi-1238	169	1	marketing	marketing	NOUN
ajebi-1238	169	2	channels	channel	NOUN
ajebi-1238	169	3	are	be	AUX
ajebi-1238	169	4	also	also	ADV
ajebi-1238	169	5	crucial	crucial	ADJ
ajebi-1238	169	6	in	in	SCONJ
ajebi-1238	169	7	that	that	SCONJ
ajebi-1238	169	8	they	they	PRON
ajebi-1238	169	9	show	show	VERB
ajebi-1238	169	10	a	a	DET
ajebi-1238	169	11	snapshot	snapshot	NOUN
ajebi-1238	169	12	of	of	ADP
ajebi-1238	169	13	the	the	DET
ajebi-1238	169	14	various	various	ADJ
ajebi-1238	169	15	agencies	agency	NOUN
ajebi-1238	169	16	and	and	CCONJ
ajebi-1238	169	17	thus	thus	ADV
ajebi-1238	169	18	help	help	VERB
ajebi-1238	169	19	assess	assess	VERB
ajebi-1238	169	20	market	market	NOUN
ajebi-1238	169	21	performance	performance	NOUN
ajebi-1238	169	22	.	.	PUNCT
ajebi-1238	170	1	the	the	DET
ajebi-1238	170	2	complexity	complexity	NOUN
ajebi-1238	170	3	of	of	ADP
ajebi-1238	170	4	the	the	DET
ajebi-1238	170	5	channel	channel	NOUN
ajebi-1238	170	6	is	be	AUX
ajebi-1238	170	7	governed	govern	VERB
ajebi-1238	170	8	by	by	ADP
ajebi-1238	170	9	the	the	DET
ajebi-1238	170	10	distance	distance	NOUN
ajebi-1238	170	11	from	from	ADP
ajebi-1238	170	12	the	the	DET
ajebi-1238	170	13	production	production	NOUN
ajebi-1238	170	14	area	area	NOUN
ajebi-1238	170	15	to	to	ADP
ajebi-1238	170	16	the	the	DET
ajebi-1238	170	17	terminal	terminal	ADJ
ajebi-1238	170	18	market	market	NOUN
ajebi-1238	170	19	.	.	PUNCT
ajebi-1238	171	1	the	the	DET
ajebi-1238	171	2	purpose	purpose	NOUN
ajebi-1238	171	3	of	of	ADP
ajebi-1238	171	4	marketing	marketing	NOUN
ajebi-1238	171	5	channels	channel	NOUN
ajebi-1238	171	6	analysis	analysis	NOUN
ajebi-1238	171	7	was	be	AUX
ajebi-1238	171	8	to	to	PART
ajebi-1238	171	9	provide	provide	VERB
ajebi-1238	171	10	figure	figure	NOUN
ajebi-1238	171	11	1	1	NUM
ajebi-1238	171	12	:	:	PUNCT
ajebi-1238	171	13	flow	flow	NOUN
ajebi-1238	171	14	diagram	diagram	NOUN
ajebi-1238	171	15	showing	show	VERB
ajebi-1238	171	16	percentage	percentage	NOUN
ajebi-1238	171	17	marketed	market	VERB
ajebi-1238	171	18	volumes	volume	NOUN
ajebi-1238	171	19	of	of	ADP
ajebi-1238	171	20	rice	rice	NOUN
ajebi-1238	171	21	across	across	ADP
ajebi-1238	171	22	actors	actor	NOUN
ajebi-1238	171	23	systematic	systematic	ADJ
ajebi-1238	171	24	knowledge	knowledge	NOUN
ajebi-1238	171	25	of	of	ADP
ajebi-1238	171	26	the	the	DET
ajebi-1238	171	27	flow	flow	NOUN
ajebi-1238	171	28	of	of	ADP
ajebi-1238	171	29	rice	rice	NOUN
ajebi-1238	171	30	produce	produce	NOUN
ajebi-1238	171	31	from	from	ADP
ajebi-1238	171	32	the	the	DET
ajebi-1238	171	33	farmer	farmer	NOUN
ajebi-1238	171	34	to	to	ADP
ajebi-1238	171	35	the	the	DET
ajebi-1238	171	36	final	final	ADJ
ajebi-1238	171	37	consumer	consumer	NOUN
ajebi-1238	171	38	.	.	PUNCT
ajebi-1238	172	1	data	datum	NOUN
ajebi-1238	172	2	collected	collect	VERB
ajebi-1238	172	3	from	from	ADP
ajebi-1238	172	4	the	the	DET
ajebi-1238	172	5	survey	survey	NOUN
ajebi-1238	172	6	was	be	AUX
ajebi-1238	172	7	used	use	VERB
ajebi-1238	172	8	to	to	PART
ajebi-1238	172	9	construct	construct	VERB
ajebi-1238	172	10	the	the	DET
ajebi-1238	172	11	marketing	marketing	NOUN
ajebi-1238	172	12	channels	channel	NOUN
ajebi-1238	172	13	.	.	PUNCT
ajebi-1238	173	1	based	base	VERB
ajebi-1238	173	2	on	on	ADP
ajebi-1238	173	3	the	the	DET
ajebi-1238	173	4	rice	rice	NOUN
ajebi-1238	173	5	marketing	marketing	NOUN
ajebi-1238	173	6	pathways	pathway	NOUN
ajebi-1238	173	7	identified	identify	VERB
ajebi-1238	173	8	in	in	ADP
ajebi-1238	173	9	table	table	NOUN
ajebi-1238	173	10	7	7	NUM
ajebi-1238	173	11	,	,	PUNCT
ajebi-1238	173	12	the	the	DET
ajebi-1238	173	13	typical	typical	ADJ
ajebi-1238	173	14	marketing	marketing	NOUN
ajebi-1238	173	15	channels	channel	NOUN
ajebi-1238	173	16	which	which	PRON
ajebi-1238	173	17	were	be	AUX
ajebi-1238	173	18	observed	observe	VERB
ajebi-1238	173	19	in	in	ADP
ajebi-1238	173	20	the	the	DET
ajebi-1238	173	21	rice	rice	NOUN
ajebi-1238	173	22	market	market	NOUN
ajebi-1238	173	23	are	be	AUX
ajebi-1238	173	24	presented	present	VERB
ajebi-1238	173	25	in	in	ADP
ajebi-1238	173	26	table	table	NOUN
ajebi-1238	173	27	7	7	NUM
ajebi-1238	173	28	and	and	CCONJ
ajebi-1238	173	29	figure	figure	VERB
ajebi-1238	173	30	1	1	NUM
ajebi-1238	173	31	.	.	NOUN
ajebi-1238	173	32	five	five	NUM
ajebi-1238	173	33	main	main	ADJ
ajebi-1238	173	34	marketing	marketing	NOUN
ajebi-1238	173	35	channels	channel	NOUN
ajebi-1238	173	36	were	be	AUX
ajebi-1238	173	37	identified	identify	VERB
ajebi-1238	173	38	.	.	PUNCT
ajebi-1238	174	1	channel	channel	PROPN
ajebi-1238	174	2	1	1	NUM
ajebi-1238	174	3	:	:	PUNCT
ajebi-1238	174	4	farmer	farmer	NOUN
ajebi-1238	174	5	-	-	PUNCT
ajebi-1238	174	6	consumer	consumer	NOUN
ajebi-1238	174	7	channel	channel	NOUN
ajebi-1238	174	8	2	2	NUM
ajebi-1238	174	9	:	:	PUNCT
ajebi-1238	174	10	farmerbrokers	farmerbroker	NOUN
ajebi-1238	174	11	-	-	PUNCT
ajebi-1238	174	12	millers	miller	NOUN
ajebi-1238	174	13	-	-	PUNCT
ajebi-1238	174	14	consumer	consumer	NOUN
ajebi-1238	174	15	channel	channel	NOUN
ajebi-1238	174	16	3	3	NUM
ajebi-1238	174	17	:	:	PUNCT
ajebi-1238	174	18	farmerbrokers	farmerbroker	NOUN
ajebi-1238	174	19	-	-	PUNCT
ajebi-1238	174	20	millersretailer	millersretailer	NOUN
ajebi-1238	174	21	-	-	PUNCT
ajebi-1238	174	22	consumer	consumer	NOUN
ajebi-1238	174	23	channel	channel	NOUN
ajebi-1238	174	24	4	4	NUM
ajebi-1238	174	25	:	:	PUNCT
ajebi-1238	174	26	farmermillersretailer	farmermillersretailer	NOUN
ajebi-1238	174	27	-	-	PUNCT
ajebi-1238	174	28	consumer	consumer	NOUN
ajebi-1238	174	29	channel	channel	NOUN
ajebi-1238	174	30	5	5	NUM
ajebi-1238	174	31	:	:	PUNCT
ajebi-1238	174	32	farmermillerswholesaler	farmermillerswholesaler	ADJ
ajebi-1238	174	33	-	-	PUNCT
ajebi-1238	174	34	retailer	retailer	NOUN
ajebi-1238	174	35	-	-	PUNCT
ajebi-1238	174	36	consumer	consumer	NOUN
ajebi-1238	174	37	table	table	NOUN
ajebi-1238	174	38	7	7	NUM
ajebi-1238	174	39	:	:	PUNCT
ajebi-1238	174	40	rice	rice	NOUN
ajebi-1238	174	41	marketing	marketing	NOUN
ajebi-1238	174	42	channels	channel	NOUN
ajebi-1238	174	43	participation	participation	NOUN
ajebi-1238	174	44	by	by	ADP
ajebi-1238	174	45	farmers	farmer	NOUN
ajebi-1238	174	46	marketing	marketing	NOUN
ajebi-1238	174	47	channel	channel	NOUN
ajebi-1238	174	48	farmers	farmer	NOUN
ajebi-1238	174	49	cumulative	cumulative	ADJ
ajebi-1238	174	50	frequency	frequency	NOUN
ajebi-1238	174	51	percent	percent	NOUN
ajebi-1238	174	52	of	of	ADP
ajebi-1238	174	53	farmers	farmer	NOUN
ajebi-1238	174	54	who	who	PRON
ajebi-1238	174	55	sold	sell	VERB
ajebi-1238	174	56	through	through	ADP
ajebi-1238	174	57	the	the	DET
ajebi-1238	174	58	channel	channel	NOUN
ajebi-1238	174	59	1	1	NUM
ajebi-1238	174	60	.	.	PUNCT
ajebi-1238	175	1	farmer	farmer	NOUN
ajebi-1238	175	2	-	-	PUNCT
ajebi-1238	175	3	consumer	consumer	NOUN
ajebi-1238	175	4	102	102	NUM
ajebi-1238	175	5	27.42	27.42	NUM
ajebi-1238	175	6	2	2	NUM
ajebi-1238	175	7	.	.	PUNCT
ajebi-1238	176	1	farmerbrokers	farmerbroker	NOUN
ajebi-1238	176	2	-	-	PUNCT
ajebi-1238	176	3	millers	miller	NOUN
ajebi-1238	176	4	-	-	PUNCT
ajebi-1238	176	5	consumer	consumer	NOUN
ajebi-1238	176	6	270	270	NUM
ajebi-1238	176	7	72.58	72.58	NUM
ajebi-1238	176	8	3	3	NUM
ajebi-1238	176	9	.	.	PUNCT
ajebi-1238	177	1	farmerbrokers	farmerbroker	NOUN
ajebi-1238	177	2	-	-	PUNCT
ajebi-1238	177	3	millersretailer	millersretailer	NOUN
ajebi-1238	177	4	-	-	PUNCT
ajebi-1238	177	5	consumer	consumer	NOUN
ajebi-1238	177	6	372	372	NUM
ajebi-1238	177	7	100	100	NUM
ajebi-1238	177	8	4	4	NUM
ajebi-1238	177	9	.	.	PUNCT
ajebi-1238	178	1	farmermillersretailer	farmermillersretailer	NOUN
ajebi-1238	178	2	-	-	PUNCT
ajebi-1238	178	3	consumer	consumer	NOUN
ajebi-1238	178	4	111	111	NUM
ajebi-1238	178	5	29.84	29.84	NUM
ajebi-1238	178	6	5	5	NUM
ajebi-1238	178	7	.	.	PUNCT
ajebi-1238	178	8	farmermillerswholesaler	farmermillerswholesaler	ADJ
ajebi-1238	178	9	-	-	PUNCT
ajebi-1238	178	10	retailer	retailer	NOUN
ajebi-1238	178	11	-	-	PUNCT
ajebi-1238	178	12	consumer	consumer	NOUN
ajebi-1238	178	13	189	189	NUM
ajebi-1238	178	14	50.81	50.81	NUM
ajebi-1238	178	15	in	in	ADP
ajebi-1238	178	16	the	the	DET
ajebi-1238	178	17	figure	figure	NOUN
ajebi-1238	178	18	1	1	NUM
ajebi-1238	178	19	,	,	PUNCT
ajebi-1238	178	20	the	the	DET
ajebi-1238	178	21	first	first	ADJ
ajebi-1238	178	22	and	and	CCONJ
ajebi-1238	178	23	shortest	short	ADJ
ajebi-1238	178	24	channel	channel	NOUN
ajebi-1238	178	25	involved	involve	VERB
ajebi-1238	178	26	producers	producer	NOUN
ajebi-1238	178	27	selling	sell	VERB
ajebi-1238	178	28	directly	directly	ADV
ajebi-1238	178	29	to	to	ADP
ajebi-1238	178	30	consumers	consumer	NOUN
ajebi-1238	178	31	at	at	ADP
ajebi-1238	178	32	the	the	DET
ajebi-1238	178	33	farm	farm	NOUN
ajebi-1238	178	34	level	level	NOUN
ajebi-1238	178	35	.	.	PUNCT
ajebi-1238	179	1	this	this	PRON
ajebi-1238	179	2	accounted	account	VERB
ajebi-1238	179	3	for	for	ADP
ajebi-1238	179	4	0.3	0.3	NUM
ajebi-1238	179	5	%	%	NOUN
ajebi-1238	179	6	of	of	ADP
ajebi-1238	179	7	total	total	ADJ
ajebi-1238	179	8	produce	produce	NOUN
ajebi-1238	179	9	.	.	PUNCT
ajebi-1238	180	1	the	the	DET
ajebi-1238	180	2	second	second	ADJ
ajebi-1238	180	3	channel	channel	NOUN
ajebi-1238	180	4	involved	involve	VERB
ajebi-1238	180	5	farmers	farmer	NOUN
ajebi-1238	180	6	,	,	PUNCT
ajebi-1238	180	7	brokers	broker	NOUN
ajebi-1238	180	8	,	,	PUNCT
ajebi-1238	180	9	millers	miller	NOUN
ajebi-1238	180	10	and	and	CCONJ
ajebi-1238	180	11	consumers	consumer	NOUN
ajebi-1238	180	12	where	where	SCONJ
ajebi-1238	180	13	51.1	51.1	NUM
ajebi-1238	180	14	%	%	NOUN
ajebi-1238	180	15	,	,	PUNCT
ajebi-1238	180	16	42.3	42.3	NUM
ajebi-1238	180	17	%	%	NOUN
ajebi-1238	180	18	,	,	PUNCT
ajebi-1238	180	19	and	and	CCONJ
ajebi-1238	180	20	0.3	0.3	NUM
ajebi-1238	180	21	%	%	NOUN
ajebi-1238	180	22	of	of	ADP
ajebi-1238	180	23	the	the	DET
ajebi-1238	180	24	total	total	ADJ
ajebi-1238	180	25	sold	sell	VERB
ajebi-1238	180	26	rice	rice	NOUN
ajebi-1238	180	27	by	by	ADP
ajebi-1238	180	28	the	the	DET
ajebi-1238	180	29	farmer	farmer	NOUN
ajebi-1238	180	30	was	be	AUX
ajebi-1238	180	31	taken	take	VERB
ajebi-1238	180	32	up	up	ADP
ajebi-1238	180	33	by	by	ADP
ajebi-1238	180	34	brokers	broker	NOUN
ajebi-1238	180	35	,	,	PUNCT
ajebi-1238	180	36	millers	miller	NOUN
ajebi-1238	180	37	and	and	CCONJ
ajebi-1238	180	38	consumers	consumer	NOUN
ajebi-1238	180	39	respectively	respectively	ADV
ajebi-1238	180	40	.	.	PUNCT
ajebi-1238	181	1	the	the	DET
ajebi-1238	181	2	third	third	ADJ
ajebi-1238	181	3	channel	channel	NOUN
ajebi-1238	181	4	entailed	entail	VERB
ajebi-1238	181	5	farmers	farmer	NOUN
ajebi-1238	181	6	,	,	PUNCT
ajebi-1238	181	7	brokers	broker	NOUN
ajebi-1238	181	8	,	,	PUNCT
ajebi-1238	181	9	millers	miller	NOUN
ajebi-1238	181	10	,	,	PUNCT
ajebi-1238	181	11	retailers	retailer	NOUN
ajebi-1238	181	12	then	then	ADV
ajebi-1238	181	13	consumer	consumer	NOUN
ajebi-1238	181	14	.	.	PUNCT
ajebi-1238	182	1	under	under	ADP
ajebi-1238	182	2	this	this	DET
ajebi-1238	182	3	channel	channel	NOUN
ajebi-1238	182	4	,	,	PUNCT
ajebi-1238	182	5	6.3	6.3	NUM
ajebi-1238	182	6	%	%	NOUN
ajebi-1238	182	7	of	of	ADP
ajebi-1238	182	8	the	the	DET
ajebi-1238	182	9	farmers	farmer	NOUN
ajebi-1238	182	10	’	’	PART
ajebi-1238	182	11	sales	sale	NOUN
ajebi-1238	182	12	volume	volume	NOUN
ajebi-1238	182	13	was	be	AUX
ajebi-1238	182	14	sold	sell	VERB
ajebi-1238	182	15	to	to	ADP
ajebi-1238	182	16	the	the	DET
ajebi-1238	182	17	retailers	retailer	NOUN
ajebi-1238	182	18	,	,	PUNCT
ajebi-1238	182	19	100	100	NUM
ajebi-1238	182	20	%	%	NOUN
ajebi-1238	182	21	of	of	ADP
ajebi-1238	182	22	the	the	DET
ajebi-1238	182	23	brokers	broker	NOUN
ajebi-1238	182	24	’	'	PUNCT
ajebi-1238	182	25	sales	sale	NOUN
ajebi-1238	182	26	volume	volume	NOUN
ajebi-1238	182	27	was	be	AUX
ajebi-1238	182	28	sold	sell	VERB
ajebi-1238	182	29	to	to	ADP
ajebi-1238	182	30	the	the	DET
ajebi-1238	182	31	millers	miller	NOUN
ajebi-1238	182	32	,	,	PUNCT
ajebi-1238	182	33	and	and	CCONJ
ajebi-1238	182	34	62.72	62.72	NUM
ajebi-1238	182	35	%	%	NOUN
ajebi-1238	182	36	of	of	ADP
ajebi-1238	182	37	the	the	DET
ajebi-1238	182	38	millers	miller	NOUN
ajebi-1238	182	39	’	'	PUNCT
ajebi-1238	182	40	sales	sale	NOUN
ajebi-1238	182	41	volume	volume	NOUN
ajebi-1238	182	42	was	be	AUX
ajebi-1238	182	43	sold	sell	VERB
ajebi-1238	182	44	to	to	ADP
ajebi-1238	182	45	retailers	retailer	NOUN
ajebi-1238	182	46	whereas	whereas	SCONJ
ajebi-1238	182	47	100	100	NUM
ajebi-1238	182	48	%	%	NOUN
ajebi-1238	182	49	of	of	ADP
ajebi-1238	182	50	retailers	retailer	NOUN
ajebi-1238	182	51	’	'	PUNCT
ajebi-1238	182	52	marketed	market	VERB
ajebi-1238	182	53	volume	volume	NOUN
ajebi-1238	182	54	was	be	AUX
ajebi-1238	182	55	sold	sell	VERB
ajebi-1238	182	56	to	to	ADP
ajebi-1238	182	57	the	the	DET
ajebi-1238	182	58	consumers	consumer	NOUN
ajebi-1238	182	59	.	.	PUNCT
ajebi-1238	183	1	the	the	DET
ajebi-1238	183	2	fourth	fourth	ADJ
ajebi-1238	183	3	channel	channel	NOUN
ajebi-1238	183	4	involved	involve	VERB
ajebi-1238	183	5	farmers	farmer	NOUN
ajebi-1238	183	6	,	,	PUNCT
ajebi-1238	183	7	millers	miller	NOUN
ajebi-1238	183	8	,	,	PUNCT
ajebi-1238	183	9	retailers	retailer	NOUN
ajebi-1238	183	10	and	and	CCONJ
ajebi-1238	183	11	consumers	consumer	NOUN
ajebi-1238	183	12	.	.	PUNCT
ajebi-1238	184	1	the	the	DET
ajebi-1238	184	2	final	final	ADJ
ajebi-1238	184	3	channel	channel	NOUN
ajebi-1238	184	4	consisted	consist	VERB
ajebi-1238	184	5	of	of	ADP
ajebi-1238	184	6	farmers	farmer	NOUN
ajebi-1238	184	7	,	,	PUNCT
ajebi-1238	184	8	millers	miller	NOUN
ajebi-1238	184	9	,	,	PUNCT
ajebi-1238	184	10	wholesalers	wholesaler	NOUN
ajebi-1238	184	11	,	,	PUNCT
ajebi-1238	184	12	retailers	retailer	NOUN
ajebi-1238	184	13	and	and	CCONJ
ajebi-1238	184	14	consumers	consumer	NOUN
ajebi-1238	184	15	.	.	PUNCT
ajebi-1238	185	1	for	for	ADP
ajebi-1238	185	2	the	the	DET
ajebi-1238	185	3	fifth	fifth	ADJ
ajebi-1238	185	4	channel	channel	NOUN
ajebi-1238	185	5	,	,	PUNCT
ajebi-1238	185	6	37.28	37.28	NUM
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ajebi-1238	185	8	of	of	ADP
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ajebi-1238	185	10	millers	miller	NOUN
ajebi-1238	185	11	’	'	PUNCT
ajebi-1238	185	12	marketed	market	VERB
ajebi-1238	185	13	volume	volume	NOUN
ajebi-1238	185	14	was	be	AUX
ajebi-1238	185	15	sold	sell	VERB
ajebi-1238	185	16	to	to	ADP
ajebi-1238	185	17	wholesalers	wholesaler	NOUN
ajebi-1238	185	18	,	,	PUNCT
ajebi-1238	185	19	while	while	SCONJ
ajebi-1238	185	20	100	100	NUM
ajebi-1238	185	21	%	%	NOUN
ajebi-1238	185	22	of	of	ADP
ajebi-1238	185	23	the	the	DET
ajebi-1238	185	24	wholesalers	wholesaler	NOUN
ajebi-1238	185	25	’	'	PUNCT
ajebi-1238	185	26	marketed	market	VERB
ajebi-1238	185	27	volume	volume	NOUN
ajebi-1238	185	28	was	be	AUX
ajebi-1238	185	29	sold	sell	VERB
ajebi-1238	185	30	to	to	ADP
ajebi-1238	185	31	retailers	retailer	NOUN
ajebi-1238	185	32	.	.	PUNCT
ajebi-1238	186	1	factors	factor	NOUN
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ajebi-1238	186	3	farmer	farmer	NOUN
ajebi-1238	186	4	’s	’s	PART
ajebi-1238	186	5	choice	choice	NOUN
ajebi-1238	186	6	in	in	ADP
ajebi-1238	186	7	rice	rice	NOUN
ajebi-1238	186	8	marketing	marketing	NOUN
ajebi-1238	186	9	channels	channel	NOUN
ajebi-1238	186	10	the	the	DET
ajebi-1238	186	11	study	study	NOUN
ajebi-1238	186	12	’s	’s	PART
ajebi-1238	186	13	second	second	ADJ
ajebi-1238	186	14	objective	objective	NOUN
ajebi-1238	186	15	was	be	AUX
ajebi-1238	186	16	to	to	PART
ajebi-1238	186	17	evaluate	evaluate	VERB
ajebi-1238	186	18	factors	factor	NOUN
ajebi-1238	186	19	influencing	influence	VERB
ajebi-1238	186	20	farmers	farmer	NOUN
ajebi-1238	186	21	’	'	PUNCT
ajebi-1238	186	22	choice	choice	NOUN
ajebi-1238	186	23	in	in	ADP
ajebi-1238	186	24	rice	rice	NOUN
ajebi-1238	186	25	marketing	marketing	NOUN
ajebi-1238	186	26	channels	channel	NOUN
ajebi-1238	186	27	.	.	PUNCT
ajebi-1238	187	1	to	to	PART
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ajebi-1238	187	3	the	the	DET
ajebi-1238	187	4	factors	factor	NOUN
ajebi-1238	187	5	influencing	influence	VERB
ajebi-1238	187	6	the	the	DET
ajebi-1238	187	7	choice	choice	NOUN
ajebi-1238	187	8	of	of	ADP
ajebi-1238	187	9	rice	rice	NOUN
ajebi-1238	187	10	marketing	marketing	NOUN
ajebi-1238	187	11	channel	channel	NOUN
ajebi-1238	187	12	in	in	ADP
ajebi-1238	187	13	mis	mis	PROPN
ajebi-1238	187	14	,	,	PUNCT
ajebi-1238	187	15	the	the	DET
ajebi-1238	187	16	multinomial	multinomial	PROPN
ajebi-1238	187	17	logit	logit	PROPN
ajebi-1238	187	18	model	model	NOUN
ajebi-1238	187	19	analysis	analysis	NOUN
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ajebi-1238	187	22	,	,	PUNCT
ajebi-1238	187	23	as	as	SCONJ
ajebi-1238	187	24	shown	show	VERB
ajebi-1238	187	25	in	in	ADP
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ajebi-1238	187	27	8	8	NUM
ajebi-1238	187	28	.	.	PUNCT
ajebi-1238	188	1	the	the	DET
ajebi-1238	188	2	results	result	NOUN
ajebi-1238	188	3	show	show	VERB
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ajebi-1238	188	7	of	of	ADP
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ajebi-1238	188	11	pa	pa	PROPN
ajebi-1238	188	12	ge	ge	PROPN
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ajebi-1238	188	14	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
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ajebi-1238	190	1	innov	innov	PROPN
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ajebi-1238	191	1	2(1	2(1	NUM
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ajebi-1238	191	8	table	table	NOUN
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ajebi-1238	191	10	:	:	PUNCT
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ajebi-1238	203	4	1.130448	1.130448	NUM
ajebi-1238	203	5	0.499	0.499	NUM
ajebi-1238	203	6	household	household	NOUN
ajebi-1238	203	7	education	education	NOUN
ajebi-1238	203	8	level	level	NOUN
ajebi-1238	203	9	.1093976	.1093976	NUM
ajebi-1238	204	1	.3586288	.3586288	PROPN
ajebi-1238	204	2	0.760	0.760	NUM
ajebi-1238	204	3	distance	distance	NOUN
ajebi-1238	204	4	to	to	ADP
ajebi-1238	204	5	market	market	NOUN
ajebi-1238	204	6	-.4959636	-.4959636	PRON
ajebi-1238	204	7	.2714533	.2714533	NOUN
ajebi-1238	204	8	0.068	0.068	NUM
ajebi-1238	204	9	marketing	marketing	NOUN
ajebi-1238	204	10	groups	group	NOUN
ajebi-1238	204	11	1.117868	1.117868	NUM
ajebi-1238	204	12	.8165309	.8165309	NOUN
ajebi-1238	204	13	0.171	0.171	NUM
ajebi-1238	204	14	cons	con	NOUN
ajebi-1238	204	15	-4.790973	-4.790973	X
ajebi-1238	204	16	2.066583	2.066583	NUM
ajebi-1238	204	17	0.020	0.020	NUM
ajebi-1238	204	18	a	a	DET
ajebi-1238	204	19	positive	positive	ADJ
ajebi-1238	204	20	and	and	CCONJ
ajebi-1238	204	21	significant	significant	ADJ
ajebi-1238	204	22	relationship	relationship	NOUN
ajebi-1238	204	23	with	with	ADP
ajebi-1238	204	24	the	the	DET
ajebi-1238	204	25	choice	choice	NOUN
ajebi-1238	204	26	of	of	ADP
ajebi-1238	204	27	marketing	marketing	NOUN
ajebi-1238	204	28	channels	channel	NOUN
ajebi-1238	204	29	(	(	PUNCT
ajebi-1238	204	30	β=0.693347	β=0.693347	ADJ
ajebi-1238	204	31	,	,	PUNCT
ajebi-1238	204	32	p=0.037<0.05	p=0.037<0.05	PROPN
ajebi-1238	204	33	)	)	PUNCT
ajebi-1238	204	34	.	.	PUNCT
ajebi-1238	205	1	this	this	PRON
ajebi-1238	205	2	implies	imply	VERB
ajebi-1238	205	3	that	that	SCONJ
ajebi-1238	205	4	the	the	DET
ajebi-1238	205	5	odds	odd	NOUN
ajebi-1238	205	6	of	of	ADP
ajebi-1238	205	7	a	a	DET
ajebi-1238	205	8	consumer	consumer	NOUN
ajebi-1238	205	9	as	as	ADP
ajebi-1238	205	10	a	a	DET
ajebi-1238	205	11	marketing	marketing	NOUN
ajebi-1238	205	12	channel	channel	NOUN
ajebi-1238	205	13	over	over	ADP
ajebi-1238	205	14	a	a	DET
ajebi-1238	205	15	broker	broker	NOUN
ajebi-1238	205	16	is	be	AUX
ajebi-1238	205	17	0.693347	0.693347	NUM
ajebi-1238	205	18	times	time	NOUN
ajebi-1238	205	19	higher	high	ADJ
ajebi-1238	205	20	given	give	VERB
ajebi-1238	205	21	their	their	PRON
ajebi-1238	205	22	household	household	NOUN
ajebi-1238	205	23	level	level	NOUN
ajebi-1238	205	24	of	of	ADP
ajebi-1238	205	25	education	education	NOUN
ajebi-1238	205	26	.	.	PUNCT
ajebi-1238	206	1	the	the	DET
ajebi-1238	206	2	results	result	NOUN
ajebi-1238	206	3	further	far	ADV
ajebi-1238	206	4	show	show	VERB
ajebi-1238	206	5	that	that	SCONJ
ajebi-1238	206	6	household	household	NOUN
ajebi-1238	206	7	marketing	marketing	NOUN
ajebi-1238	206	8	groups	group	NOUN
ajebi-1238	206	9	have	have	VERB
ajebi-1238	206	10	a	a	DET
ajebi-1238	206	11	positive	positive	ADJ
ajebi-1238	206	12	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	206	13	pa	pa	PROPN
ajebi-1238	206	14	ge	ge	PROPN
ajebi-1238	206	15	36	36	NUM
ajebi-1238	206	16	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	206	17	am	am	NOUN
ajebi-1238	206	18	.	.	PUNCT
ajebi-1238	207	1	j.	j.	PROPN
ajebi-1238	207	2	econ	econ	PROPN
ajebi-1238	207	3	.	.	PUNCT
ajebi-1238	207	4	bus	bus	PROPN
ajebi-1238	207	5	.	.	PUNCT
ajebi-1238	208	1	innov	innov	PROPN
ajebi-1238	208	2	.	.	PUNCT
ajebi-1238	209	1	2(1	2(1	NUM
ajebi-1238	209	2	)	)	PUNCT
ajebi-1238	209	3	29	29	NUM
ajebi-1238	209	4	-	-	SYM
ajebi-1238	209	5	38	38	NUM
ajebi-1238	209	6	,	,	PUNCT
ajebi-1238	209	7	2023	2023	NUM
ajebi-1238	209	8	and	and	CCONJ
ajebi-1238	209	9	significant	significant	ADJ
ajebi-1238	209	10	relationship	relationship	NOUN
ajebi-1238	209	11	with	with	ADP
ajebi-1238	209	12	the	the	DET
ajebi-1238	209	13	choice	choice	NOUN
ajebi-1238	209	14	of	of	ADP
ajebi-1238	209	15	marketing	marketing	NOUN
ajebi-1238	209	16	channels	channel	NOUN
ajebi-1238	209	17	(	(	PUNCT
ajebi-1238	209	18	β=-13.98628	β=-13.98628	NOUN
ajebi-1238	209	19	,	,	PUNCT
ajebi-1238	209	20	p=0.010<0.05	p=0.010<0.05	PROPN
ajebi-1238	209	21	)	)	PUNCT
ajebi-1238	209	22	.	.	PUNCT
ajebi-1238	210	1	this	this	PRON
ajebi-1238	210	2	implies	imply	VERB
ajebi-1238	210	3	that	that	SCONJ
ajebi-1238	210	4	the	the	DET
ajebi-1238	210	5	odds	odd	NOUN
ajebi-1238	210	6	of	of	ADP
ajebi-1238	210	7	a	a	DET
ajebi-1238	210	8	consumer	consumer	NOUN
ajebi-1238	210	9	as	as	ADP
ajebi-1238	210	10	a	a	DET
ajebi-1238	210	11	marketing	marketing	NOUN
ajebi-1238	210	12	channel	channel	NOUN
ajebi-1238	210	13	over	over	ADP
ajebi-1238	210	14	a	a	DET
ajebi-1238	210	15	broker	broker	NOUN
ajebi-1238	210	16	is	be	AUX
ajebi-1238	210	17	13.98628	13.98628	NUM
ajebi-1238	210	18	times	time	NOUN
ajebi-1238	210	19	lower	lower	ADV
ajebi-1238	210	20	given	give	VERB
ajebi-1238	210	21	their	their	PRON
ajebi-1238	210	22	marketing	marketing	NOUN
ajebi-1238	210	23	groups	group	NOUN
ajebi-1238	210	24	.	.	PUNCT
ajebi-1238	211	1	distance	distance	NOUN
ajebi-1238	211	2	to	to	ADP
ajebi-1238	211	3	market	market	NOUN
ajebi-1238	211	4	has	have	VERB
ajebi-1238	211	5	a	a	DET
ajebi-1238	211	6	negative	negative	ADJ
ajebi-1238	211	7	and	and	CCONJ
ajebi-1238	211	8	significant	significant	ADJ
ajebi-1238	211	9	relationship	relationship	NOUN
ajebi-1238	211	10	with	with	ADP
ajebi-1238	211	11	the	the	DET
ajebi-1238	211	12	choice	choice	NOUN
ajebi-1238	211	13	of	of	ADP
ajebi-1238	211	14	marketing	marketing	NOUN
ajebi-1238	211	15	channels	channel	NOUN
ajebi-1238	211	16	(	(	PUNCT
ajebi-1238	211	17	β=0.0037031	β=0.0037031	PROPN
ajebi-1238	211	18	,	,	PUNCT
ajebi-1238	211	19	p=0.020<0.05	p=0.020<0.05	PROPN
ajebi-1238	211	20	)	)	PUNCT
ajebi-1238	211	21	.	.	PUNCT
ajebi-1238	212	1	this	this	PRON
ajebi-1238	212	2	implies	imply	VERB
ajebi-1238	212	3	that	that	SCONJ
ajebi-1238	212	4	the	the	DET
ajebi-1238	212	5	odds	odd	NOUN
ajebi-1238	212	6	of	of	ADP
ajebi-1238	212	7	a	a	DET
ajebi-1238	212	8	retailer	retailer	NOUN
ajebi-1238	212	9	as	as	ADP
ajebi-1238	212	10	a	a	DET
ajebi-1238	212	11	marketing	marketing	NOUN
ajebi-1238	212	12	channel	channel	NOUN
ajebi-1238	212	13	over	over	ADP
ajebi-1238	212	14	a	a	DET
ajebi-1238	212	15	broker	broker	NOUN
ajebi-1238	212	16	is	be	AUX
ajebi-1238	212	17	0.0037031	0.0037031	NUM
ajebi-1238	212	18	times	time	NOUN
ajebi-1238	212	19	lower	lower	ADV
ajebi-1238	212	20	given	give	VERB
ajebi-1238	212	21	their	their	PRON
ajebi-1238	212	22	distance	distance	NOUN
ajebi-1238	212	23	to	to	ADP
ajebi-1238	212	24	market	market	NOUN
ajebi-1238	212	25	.	.	PUNCT
ajebi-1238	213	1	the	the	DET
ajebi-1238	213	2	results	result	NOUN
ajebi-1238	213	3	show	show	VERB
ajebi-1238	213	4	that	that	PRON
ajebi-1238	213	5	distance	distance	NOUN
ajebi-1238	213	6	to	to	ADP
ajebi-1238	213	7	the	the	DET
ajebi-1238	213	8	market	market	NOUN
ajebi-1238	213	9	has	have	VERB
ajebi-1238	213	10	a	a	DET
ajebi-1238	213	11	positive	positive	ADJ
ajebi-1238	213	12	and	and	CCONJ
ajebi-1238	213	13	significant	significant	ADJ
ajebi-1238	213	14	relationship	relationship	NOUN
ajebi-1238	213	15	with	with	ADP
ajebi-1238	213	16	the	the	DET
ajebi-1238	213	17	choice	choice	NOUN
ajebi-1238	213	18	of	of	ADP
ajebi-1238	213	19	marketing	marketing	NOUN
ajebi-1238	213	20	channels	channel	NOUN
ajebi-1238	213	21	(	(	PUNCT
ajebi-1238	213	22	β=-0.0449224	β=-0.0449224	NUM
ajebi-1238	213	23	,	,	PUNCT
ajebi-1238	213	24	p=0.030<0.05	p=0.030<0.05	PROPN
ajebi-1238	213	25	)	)	PUNCT
ajebi-1238	213	26	.	.	PUNCT
ajebi-1238	214	1	this	this	PRON
ajebi-1238	214	2	implies	imply	VERB
ajebi-1238	214	3	that	that	SCONJ
ajebi-1238	214	4	the	the	DET
ajebi-1238	214	5	odds	odd	NOUN
ajebi-1238	214	6	of	of	ADP
ajebi-1238	214	7	a	a	DET
ajebi-1238	214	8	wholesaler	wholesaler	NOUN
ajebi-1238	214	9	as	as	ADP
ajebi-1238	214	10	a	a	DET
ajebi-1238	214	11	marketing	marketing	NOUN
ajebi-1238	214	12	channel	channel	NOUN
ajebi-1238	214	13	over	over	ADP
ajebi-1238	214	14	a	a	DET
ajebi-1238	214	15	broker	broker	NOUN
ajebi-1238	214	16	is	be	AUX
ajebi-1238	214	17	0.0449224	0.0449224	NUM
ajebi-1238	214	18	times	time	NOUN
ajebi-1238	214	19	higher	high	ADJ
ajebi-1238	214	20	given	give	VERB
ajebi-1238	214	21	their	their	PRON
ajebi-1238	214	22	household	household	NOUN
ajebi-1238	214	23	level	level	NOUN
ajebi-1238	214	24	of	of	ADP
ajebi-1238	214	25	education	education	NOUN
ajebi-1238	214	26	.	.	PUNCT
ajebi-1238	215	1	the	the	DET
ajebi-1238	215	2	results	result	NOUN
ajebi-1238	215	3	show	show	VERB
ajebi-1238	215	4	that	that	SCONJ
ajebi-1238	215	5	the	the	DET
ajebi-1238	215	6	age	age	NOUN
ajebi-1238	215	7	of	of	ADP
ajebi-1238	215	8	the	the	DET
ajebi-1238	215	9	household	household	NOUN
ajebi-1238	215	10	has	have	VERB
ajebi-1238	215	11	a	a	DET
ajebi-1238	215	12	positive	positive	ADJ
ajebi-1238	215	13	and	and	CCONJ
ajebi-1238	215	14	significant	significant	ADJ
ajebi-1238	215	15	relationship	relationship	NOUN
ajebi-1238	215	16	with	with	ADP
ajebi-1238	215	17	the	the	DET
ajebi-1238	215	18	choice	choice	NOUN
ajebi-1238	215	19	of	of	ADP
ajebi-1238	215	20	marketing	marketing	NOUN
ajebi-1238	215	21	channels	channel	NOUN
ajebi-1238	215	22	(	(	PUNCT
ajebi-1238	215	23	β=0.0479347	β=0.0479347	NOUN
ajebi-1238	215	24	,	,	PUNCT
ajebi-1238	215	25	p=0.000<0.05	p=0.000<0.05	PROPN
ajebi-1238	215	26	)	)	PUNCT
ajebi-1238	215	27	.	.	PUNCT
ajebi-1238	216	1	this	this	PRON
ajebi-1238	216	2	implies	imply	VERB
ajebi-1238	216	3	that	that	SCONJ
ajebi-1238	216	4	the	the	DET
ajebi-1238	216	5	odds	odd	NOUN
ajebi-1238	216	6	of	of	ADP
ajebi-1238	216	7	mrgmcs	mrgmcs	NOUN
ajebi-1238	216	8	millers	miller	NOUN
ajebi-1238	216	9	as	as	ADP
ajebi-1238	216	10	a	a	DET
ajebi-1238	216	11	marketing	marketing	NOUN
ajebi-1238	216	12	channel	channel	NOUN
ajebi-1238	216	13	over	over	ADP
ajebi-1238	216	14	a	a	DET
ajebi-1238	216	15	broker	broker	NOUN
ajebi-1238	216	16	is	be	AUX
ajebi-1238	216	17	0.0479347	0.0479347	NUM
ajebi-1238	216	18	times	time	NOUN
ajebi-1238	216	19	higher	high	ADJ
ajebi-1238	216	20	,	,	PUNCT
ajebi-1238	216	21	given	give	VERB
ajebi-1238	216	22	their	their	PRON
ajebi-1238	216	23	household	household	NOUN
ajebi-1238	216	24	age	age	NOUN
ajebi-1238	216	25	.	.	PUNCT
ajebi-1238	217	1	distance	distance	NOUN
ajebi-1238	217	2	to	to	ADP
ajebi-1238	217	3	market	market	NOUN
ajebi-1238	217	4	has	have	VERB
ajebi-1238	217	5	a	a	DET
ajebi-1238	217	6	negative	negative	ADJ
ajebi-1238	217	7	and	and	CCONJ
ajebi-1238	217	8	significant	significant	ADJ
ajebi-1238	217	9	relationship	relationship	NOUN
ajebi-1238	217	10	with	with	ADP
ajebi-1238	217	11	the	the	DET
ajebi-1238	217	12	choice	choice	NOUN
ajebi-1238	217	13	of	of	ADP
ajebi-1238	217	14	marketing	marketing	NOUN
ajebi-1238	217	15	channels	channel	NOUN
ajebi-1238	217	16	(	(	PUNCT
ajebi-1238	217	17	β=-0.2136234	β=-0.2136234	X
ajebi-1238	217	18	,	,	PUNCT
ajebi-1238	217	19	p=0.020<0.05	p=0.020<0.05	PROPN
ajebi-1238	217	20	)	)	PUNCT
ajebi-1238	217	21	.	.	PUNCT
ajebi-1238	218	1	this	this	PRON
ajebi-1238	218	2	implies	imply	VERB
ajebi-1238	218	3	that	that	SCONJ
ajebi-1238	218	4	the	the	DET
ajebi-1238	218	5	odds	odd	NOUN
ajebi-1238	218	6	of	of	ADP
ajebi-1238	218	7	a	a	DET
ajebi-1238	218	8	private	private	ADJ
ajebi-1238	218	9	miller	miller	NOUN
ajebi-1238	218	10	as	as	ADP
ajebi-1238	218	11	a	a	DET
ajebi-1238	218	12	marketing	marketing	NOUN
ajebi-1238	218	13	channel	channel	NOUN
ajebi-1238	218	14	over	over	ADP
ajebi-1238	218	15	a	a	DET
ajebi-1238	218	16	broker	broker	NOUN
ajebi-1238	218	17	is	be	AUX
ajebi-1238	218	18	0.2136234	0.2136234	NUM
ajebi-1238	218	19	times	time	NOUN
ajebi-1238	218	20	lower	low	ADJ
ajebi-1238	218	21	,	,	PUNCT
ajebi-1238	218	22	given	give	VERB
ajebi-1238	218	23	their	their	PRON
ajebi-1238	218	24	distance	distance	NOUN
ajebi-1238	218	25	to	to	ADP
ajebi-1238	218	26	the	the	DET
ajebi-1238	218	27	market	market	NOUN
ajebi-1238	218	28	.	.	PUNCT
ajebi-1238	219	1	lastly	lastly	ADV
ajebi-1238	219	2	,	,	PUNCT
ajebi-1238	219	3	the	the	DET
ajebi-1238	219	4	results	result	NOUN
ajebi-1238	219	5	show	show	VERB
ajebi-1238	219	6	that	that	SCONJ
ajebi-1238	219	7	the	the	DET
ajebi-1238	219	8	age	age	NOUN
ajebi-1238	219	9	of	of	ADP
ajebi-1238	219	10	the	the	DET
ajebi-1238	219	11	household	household	NOUN
ajebi-1238	219	12	has	have	VERB
ajebi-1238	219	13	a	a	DET
ajebi-1238	219	14	positive	positive	ADJ
ajebi-1238	219	15	and	and	CCONJ
ajebi-1238	219	16	significant	significant	ADJ
ajebi-1238	219	17	relationship	relationship	NOUN
ajebi-1238	219	18	with	with	ADP
ajebi-1238	219	19	the	the	DET
ajebi-1238	219	20	choice	choice	NOUN
ajebi-1238	219	21	of	of	ADP
ajebi-1238	219	22	marketing	marketing	NOUN
ajebi-1238	219	23	channels	channel	NOUN
ajebi-1238	219	24	(	(	PUNCT
ajebi-1238	219	25	β=0.0591975	β=0.0591975	ADJ
ajebi-1238	219	26	,	,	PUNCT
ajebi-1238	219	27	p=0.032<0.05	p=0.032<0.05	NOUN
ajebi-1238	219	28	)	)	PUNCT
ajebi-1238	219	29	.	.	PUNCT
ajebi-1238	220	1	this	this	PRON
ajebi-1238	220	2	implies	imply	VERB
ajebi-1238	220	3	that	that	SCONJ
ajebi-1238	220	4	the	the	DET
ajebi-1238	220	5	odds	odd	NOUN
ajebi-1238	220	6	of	of	ADP
ajebi-1238	220	7	a	a	DET
ajebi-1238	220	8	consumer	consumer	NOUN
ajebi-1238	220	9	as	as	ADP
ajebi-1238	220	10	a	a	DET
ajebi-1238	220	11	marketing	marketing	NOUN
ajebi-1238	220	12	channel	channel	NOUN
ajebi-1238	220	13	over	over	ADP
ajebi-1238	220	14	a	a	DET
ajebi-1238	220	15	broker	broker	NOUN
ajebi-1238	220	16	is	be	AUX
ajebi-1238	220	17	0.0591975	0.0591975	NUM
ajebi-1238	220	18	times	time	NOUN
ajebi-1238	220	19	higher	high	ADJ
ajebi-1238	220	20	given	give	VERB
ajebi-1238	220	21	their	their	PRON
ajebi-1238	220	22	household	household	NOUN
ajebi-1238	220	23	age	age	NOUN
ajebi-1238	220	24	.	.	PUNCT
ajebi-1238	221	1	discussion	discussion	NOUN
ajebi-1238	221	2	the	the	DET
ajebi-1238	221	3	socio	socio	NOUN
ajebi-1238	221	4	-	-	ADJ
ajebi-1238	221	5	demographic	demographic	ADJ
ajebi-1238	221	6	characteristics	characteristic	NOUN
ajebi-1238	221	7	showed	show	VERB
ajebi-1238	221	8	that	that	SCONJ
ajebi-1238	221	9	on	on	ADP
ajebi-1238	221	10	gender	gender	NOUN
ajebi-1238	221	11	,	,	PUNCT
ajebi-1238	221	12	females	female	NOUN
ajebi-1238	221	13	were	be	AUX
ajebi-1238	221	14	23.9	23.9	NUM
ajebi-1238	221	15	%	%	NOUN
ajebi-1238	221	16	and	and	CCONJ
ajebi-1238	221	17	76.1	76.1	NUM
ajebi-1238	221	18	%	%	NOUN
ajebi-1238	221	19	for	for	ADP
ajebi-1238	221	20	males	male	NOUN
ajebi-1238	221	21	and	and	CCONJ
ajebi-1238	221	22	thus	thus	ADV
ajebi-1238	221	23	indicated	indicate	VERB
ajebi-1238	221	24	that	that	SCONJ
ajebi-1238	221	25	the	the	DET
ajebi-1238	221	26	majority	majority	NOUN
ajebi-1238	221	27	of	of	ADP
ajebi-1238	221	28	the	the	DET
ajebi-1238	221	29	respondents	respondent	NOUN
ajebi-1238	221	30	were	be	AUX
ajebi-1238	221	31	males	male	NOUN
ajebi-1238	221	32	involved	involve	VERB
ajebi-1238	221	33	in	in	ADP
ajebi-1238	221	34	rice	rice	NOUN
ajebi-1238	221	35	farming	farming	NOUN
ajebi-1238	221	36	and	and	CCONJ
ajebi-1238	221	37	marketing	marketing	NOUN
ajebi-1238	221	38	processes	process	NOUN
ajebi-1238	221	39	.	.	PUNCT
ajebi-1238	222	1	on	on	ADP
ajebi-1238	222	2	education	education	NOUN
ajebi-1238	222	3	,	,	PUNCT
ajebi-1238	222	4	29.8	29.8	NUM
ajebi-1238	222	5	%	%	NOUN
ajebi-1238	222	6	had	have	VERB
ajebi-1238	222	7	no	no	DET
ajebi-1238	222	8	formal	formal	ADJ
ajebi-1238	222	9	education	education	NOUN
ajebi-1238	222	10	,	,	PUNCT
ajebi-1238	222	11	50.8	50.8	NUM
ajebi-1238	222	12	%	%	NOUN
ajebi-1238	222	13	were	be	AUX
ajebi-1238	222	14	of	of	ADP
ajebi-1238	222	15	primary	primary	ADJ
ajebi-1238	222	16	level	level	NOUN
ajebi-1238	222	17	,	,	PUNCT
ajebi-1238	222	18	while	while	SCONJ
ajebi-1238	222	19	only	only	ADV
ajebi-1238	222	20	7.5	7.5	NUM
ajebi-1238	222	21	%	%	NOUN
ajebi-1238	222	22	and	and	CCONJ
ajebi-1238	222	23	11.8	11.8	NUM
ajebi-1238	222	24	%	%	NOUN
ajebi-1238	222	25	had	have	VERB
ajebi-1238	222	26	secondary	secondary	ADJ
ajebi-1238	222	27	and	and	CCONJ
ajebi-1238	222	28	tertiary	tertiary	ADJ
ajebi-1238	222	29	levels	level	NOUN
ajebi-1238	222	30	respectively	respectively	ADV
ajebi-1238	222	31	.	.	PUNCT
ajebi-1238	223	1	this	this	PRON
ajebi-1238	223	2	indicated	indicate	VERB
ajebi-1238	223	3	that	that	SCONJ
ajebi-1238	223	4	there	there	PRON
ajebi-1238	223	5	was	be	VERB
ajebi-1238	223	6	a	a	DET
ajebi-1238	223	7	low	low	ADJ
ajebi-1238	223	8	level	level	NOUN
ajebi-1238	223	9	of	of	ADP
ajebi-1238	223	10	education	education	NOUN
ajebi-1238	223	11	in	in	ADP
ajebi-1238	223	12	the	the	DET
ajebi-1238	223	13	rice	rice	NOUN
ajebi-1238	223	14	farming	farming	NOUN
ajebi-1238	223	15	sector	sector	NOUN
ajebi-1238	223	16	and	and	CCONJ
ajebi-1238	223	17	could	could	AUX
ajebi-1238	223	18	influence	influence	VERB
ajebi-1238	223	19	the	the	DET
ajebi-1238	223	20	understanding	understanding	NOUN
ajebi-1238	223	21	of	of	ADP
ajebi-1238	223	22	the	the	DET
ajebi-1238	223	23	questions	question	NOUN
ajebi-1238	223	24	.	.	PUNCT
ajebi-1238	224	1	however	however	ADV
ajebi-1238	224	2	,	,	PUNCT
ajebi-1238	224	3	the	the	DET
ajebi-1238	224	4	study	study	NOUN
ajebi-1238	224	5	used	use	VERB
ajebi-1238	224	6	simplified	simplified	ADJ
ajebi-1238	224	7	questions	question	NOUN
ajebi-1238	224	8	that	that	PRON
ajebi-1238	224	9	allowed	allow	VERB
ajebi-1238	224	10	all	all	DET
ajebi-1238	224	11	respondents	respondent	NOUN
ajebi-1238	224	12	to	to	PART
ajebi-1238	224	13	understand	understand	VERB
ajebi-1238	224	14	.	.	PUNCT
ajebi-1238	225	1	under	under	ADP
ajebi-1238	225	2	access	access	NOUN
ajebi-1238	225	3	to	to	ADP
ajebi-1238	225	4	rice	rice	NOUN
ajebi-1238	225	5	market	market	NOUN
ajebi-1238	225	6	information	information	NOUN
ajebi-1238	225	7	,	,	PUNCT
ajebi-1238	225	8	the	the	DET
ajebi-1238	225	9	majority	majority	NOUN
ajebi-1238	225	10	,	,	PUNCT
ajebi-1238	225	11	58.1	58.1	NUM
ajebi-1238	225	12	%	%	NOUN
ajebi-1238	225	13	,	,	PUNCT
ajebi-1238	225	14	are	be	AUX
ajebi-1238	225	15	not	not	PART
ajebi-1238	225	16	able	able	ADJ
ajebi-1238	225	17	to	to	PART
ajebi-1238	225	18	access	access	VERB
ajebi-1238	225	19	rice	rice	NOUN
ajebi-1238	225	20	market	market	NOUN
ajebi-1238	225	21	information	information	NOUN
ajebi-1238	225	22	,	,	PUNCT
ajebi-1238	225	23	and	and	CCONJ
ajebi-1238	225	24	only	only	ADV
ajebi-1238	225	25	41.0	41.0	NUM
ajebi-1238	225	26	%	%	NOUN
ajebi-1238	225	27	were	be	AUX
ajebi-1238	225	28	able	able	ADJ
ajebi-1238	225	29	to	to	PART
ajebi-1238	225	30	.	.	PUNCT
ajebi-1238	226	1	this	this	PRON
ajebi-1238	226	2	indicates	indicate	VERB
ajebi-1238	226	3	that	that	SCONJ
ajebi-1238	226	4	there	there	PRON
ajebi-1238	226	5	could	could	AUX
ajebi-1238	226	6	be	be	AUX
ajebi-1238	226	7	a	a	DET
ajebi-1238	226	8	lack	lack	NOUN
ajebi-1238	226	9	of	of	ADP
ajebi-1238	226	10	significant	significant	ADJ
ajebi-1238	226	11	information	information	NOUN
ajebi-1238	226	12	on	on	ADP
ajebi-1238	226	13	the	the	DET
ajebi-1238	226	14	rice	rice	NOUN
ajebi-1238	226	15	farming	farming	NOUN
ajebi-1238	226	16	sector	sector	NOUN
ajebi-1238	226	17	that	that	PRON
ajebi-1238	226	18	could	could	AUX
ajebi-1238	226	19	influence	influence	VERB
ajebi-1238	226	20	farmers	farmer	NOUN
ajebi-1238	226	21	.	.	PUNCT
ajebi-1238	227	1	on	on	ADP
ajebi-1238	227	2	access	access	NOUN
ajebi-1238	227	3	to	to	ADP
ajebi-1238	227	4	marketing	marketing	NOUN
ajebi-1238	227	5	channels	channel	NOUN
ajebi-1238	227	6	,	,	PUNCT
ajebi-1238	227	7	the	the	DET
ajebi-1238	227	8	majority	majority	NOUN
ajebi-1238	227	9	of	of	ADP
ajebi-1238	227	10	the	the	DET
ajebi-1238	227	11	respondents	respondent	NOUN
ajebi-1238	227	12	,	,	PUNCT
ajebi-1238	227	13	with	with	ADP
ajebi-1238	227	14	,	,	PUNCT
ajebi-1238	227	15	95.3	95.3	NUM
ajebi-1238	227	16	%	%	NOUN
ajebi-1238	227	17	,	,	PUNCT
ajebi-1238	227	18	indicated	indicate	VERB
ajebi-1238	227	19	that	that	SCONJ
ajebi-1238	227	20	they	they	PRON
ajebi-1238	227	21	receive	receive	VERB
ajebi-1238	227	22	access	access	NOUN
ajebi-1238	227	23	to	to	ADP
ajebi-1238	227	24	marketing	marketing	NOUN
ajebi-1238	227	25	channels	channel	NOUN
ajebi-1238	227	26	,	,	PUNCT
ajebi-1238	227	27	while	while	SCONJ
ajebi-1238	227	28	only	only	ADV
ajebi-1238	227	29	4.7	4.7	NUM
ajebi-1238	227	30	%	%	NOUN
ajebi-1238	227	31	indicated	indicate	VERB
ajebi-1238	227	32	they	they	PRON
ajebi-1238	227	33	do	do	AUX
ajebi-1238	227	34	not	not	PART
ajebi-1238	227	35	receive	receive	VERB
ajebi-1238	227	36	market	market	NOUN
ajebi-1238	227	37	information	information	NOUN
ajebi-1238	227	38	.	.	PUNCT
ajebi-1238	228	1	under	under	ADP
ajebi-1238	228	2	rice	rice	NOUN
ajebi-1238	228	3	type	type	NOUN
ajebi-1238	228	4	,	,	PUNCT
ajebi-1238	228	5	the	the	DET
ajebi-1238	228	6	majority	majority	NOUN
ajebi-1238	228	7	of	of	ADP
ajebi-1238	228	8	the	the	DET
ajebi-1238	228	9	respondents	respondent	NOUN
ajebi-1238	228	10	83.2	83.2	NUM
ajebi-1238	228	11	%	%	NOUN
ajebi-1238	228	12	,	,	PUNCT
ajebi-1238	228	13	indicated	indicate	VERB
ajebi-1238	228	14	that	that	SCONJ
ajebi-1238	228	15	they	they	PRON
ajebi-1238	228	16	grow	grow	VERB
ajebi-1238	228	17	basmati	basmati	PROPN
ajebi-1238	228	18	followed	follow	VERB
ajebi-1238	228	19	by	by	ADP
ajebi-1238	228	20	bw	bw	PROPN
ajebi-1238	228	21	196	196	NUM
ajebi-1238	228	22	at	at	ADP
ajebi-1238	228	23	9.6	9.6	NUM
ajebi-1238	228	24	%	%	NOUN
ajebi-1238	228	25	,	,	PUNCT
ajebi-1238	228	26	and	and	CCONJ
ajebi-1238	228	27	lastly	lastly	ADV
ajebi-1238	228	28	,	,	PUNCT
ajebi-1238	228	29	nerica	nerica	ADJ
ajebi-1238	228	30	1	1	NUM
ajebi-1238	228	31	having	have	VERB
ajebi-1238	228	32	the	the	DET
ajebi-1238	228	33	least	least	ADJ
ajebi-1238	228	34	at	at	ADP
ajebi-1238	228	35	6.8	6.8	NUM
ajebi-1238	228	36	%	%	NOUN
ajebi-1238	228	37	.	.	PUNCT
ajebi-1238	229	1	the	the	DET
ajebi-1238	229	2	majority	majority	NOUN
ajebi-1238	229	3	of	of	ADP
ajebi-1238	229	4	the	the	DET
ajebi-1238	229	5	farmers	farmer	NOUN
ajebi-1238	229	6	88.8	88.8	NUM
ajebi-1238	229	7	%	%	NOUN
ajebi-1238	229	8	,	,	PUNCT
ajebi-1238	229	9	did	do	AUX
ajebi-1238	229	10	not	not	PART
ajebi-1238	229	11	have	have	VERB
ajebi-1238	229	12	access	access	NOUN
ajebi-1238	229	13	to	to	ADP
ajebi-1238	229	14	credit	credit	NOUN
ajebi-1238	229	15	,	,	PUNCT
ajebi-1238	229	16	while	while	SCONJ
ajebi-1238	229	17	only	only	ADV
ajebi-1238	229	18	11.2	11.2	NUM
ajebi-1238	229	19	%	%	NOUN
ajebi-1238	229	20	had	have	VERB
ajebi-1238	229	21	access	access	NOUN
ajebi-1238	229	22	to	to	ADP
ajebi-1238	229	23	credit	credit	NOUN
ajebi-1238	229	24	and	and	CCONJ
ajebi-1238	229	25	finance	finance	NOUN
ajebi-1238	229	26	.	.	PUNCT
ajebi-1238	230	1	this	this	PRON
ajebi-1238	230	2	could	could	AUX
ajebi-1238	230	3	indicate	indicate	VERB
ajebi-1238	230	4	that	that	SCONJ
ajebi-1238	230	5	many	many	ADJ
ajebi-1238	230	6	of	of	ADP
ajebi-1238	230	7	the	the	DET
ajebi-1238	230	8	farmers	farmer	NOUN
ajebi-1238	230	9	could	could	AUX
ajebi-1238	230	10	be	be	AUX
ajebi-1238	230	11	restrained	restrain	VERB
ajebi-1238	230	12	in	in	ADP
ajebi-1238	230	13	their	their	PRON
ajebi-1238	230	14	farming	farming	NOUN
ajebi-1238	230	15	activities	activity	NOUN
ajebi-1238	230	16	due	due	ADJ
ajebi-1238	230	17	to	to	ADP
ajebi-1238	230	18	a	a	DET
ajebi-1238	230	19	shortage	shortage	NOUN
ajebi-1238	230	20	in	in	ADP
ajebi-1238	230	21	accessing	access	VERB
ajebi-1238	230	22	credit	credit	NOUN
ajebi-1238	230	23	and	and	CCONJ
ajebi-1238	230	24	finance	finance	NOUN
ajebi-1238	230	25	.	.	PUNCT
ajebi-1238	231	1	further	far	ADV
ajebi-1238	231	2	,	,	PUNCT
ajebi-1238	231	3	the	the	DET
ajebi-1238	231	4	majority	majority	NOUN
ajebi-1238	231	5	with	with	ADP
ajebi-1238	231	6	,	,	PUNCT
ajebi-1238	231	7	42	42	NUM
ajebi-1238	231	8	%	%	NOUN
ajebi-1238	231	9	indicated	indicate	VERB
ajebi-1238	231	10	that	that	SCONJ
ajebi-1238	231	11	they	they	PRON
ajebi-1238	231	12	had	have	VERB
ajebi-1238	231	13	difficulties	difficulty	NOUN
ajebi-1238	231	14	accessing	access	VERB
ajebi-1238	231	15	credit	credit	NOUN
ajebi-1238	231	16	due	due	ADP
ajebi-1238	231	17	to	to	ADP
ajebi-1238	231	18	high	high	ADJ
ajebi-1238	231	19	-	-	PUNCT
ajebi-1238	231	20	interest	interest	NOUN
ajebi-1238	231	21	rates	rate	NOUN
ajebi-1238	231	22	,	,	PUNCT
ajebi-1238	231	23	followed	follow	VERB
ajebi-1238	231	24	by	by	ADP
ajebi-1238	231	25	low	low	ADJ
ajebi-1238	231	26	yields	yield	NOUN
ajebi-1238	231	27	22	22	NUM
ajebi-1238	231	28	%	%	NOUN
ajebi-1238	231	29	.	.	PUNCT
ajebi-1238	232	1	19	19	NUM
ajebi-1238	232	2	%	%	NOUN
ajebi-1238	232	3	of	of	ADP
ajebi-1238	232	4	the	the	DET
ajebi-1238	232	5	respondents	respondent	NOUN
ajebi-1238	232	6	indicated	indicate	VERB
ajebi-1238	232	7	they	they	PRON
ajebi-1238	232	8	had	have	VERB
ajebi-1238	232	9	difficulties	difficulty	NOUN
ajebi-1238	232	10	accessing	access	VERB
ajebi-1238	232	11	credit	credit	NOUN
ajebi-1238	232	12	due	due	ADP
ajebi-1238	232	13	to	to	ADP
ajebi-1238	232	14	delays	delay	NOUN
ajebi-1238	232	15	in	in	ADP
ajebi-1238	232	16	payment	payment	NOUN
ajebi-1238	232	17	,	,	PUNCT
ajebi-1238	232	18	while	while	SCONJ
ajebi-1238	232	19	16	16	NUM
ajebi-1238	232	20	%	%	NOUN
ajebi-1238	232	21	cited	cite	VERB
ajebi-1238	232	22	a	a	DET
ajebi-1238	232	23	lack	lack	NOUN
ajebi-1238	232	24	of	of	ADP
ajebi-1238	232	25	title	title	NOUN
ajebi-1238	232	26	deeds	deed	NOUN
ajebi-1238	232	27	for	for	ADP
ajebi-1238	232	28	acting	act	VERB
ajebi-1238	232	29	as	as	ADP
ajebi-1238	232	30	collateral	collateral	NOUN
ajebi-1238	232	31	.	.	PUNCT
ajebi-1238	233	1	lastly	lastly	ADV
ajebi-1238	233	2	,	,	PUNCT
ajebi-1238	233	3	the	the	DET
ajebi-1238	233	4	majority	majority	NOUN
ajebi-1238	233	5	of	of	ADP
ajebi-1238	233	6	respondents	respondent	NOUN
ajebi-1238	233	7	,	,	PUNCT
ajebi-1238	233	8	113(35.1	113(35.1	NUM
ajebi-1238	233	9	%	%	NOUN
ajebi-1238	233	10	)	)	PUNCT
ajebi-1238	233	11	,	,	PUNCT
ajebi-1238	233	12	chose	choose	VERB
ajebi-1238	233	13	channels	channel	NOUN
ajebi-1238	233	14	that	that	PRON
ajebi-1238	233	15	provided	provide	VERB
ajebi-1238	233	16	better	well	ADJ
ajebi-1238	233	17	prices	price	NOUN
ajebi-1238	233	18	for	for	ADP
ajebi-1238	233	19	their	their	PRON
ajebi-1238	233	20	produce	produce	NOUN
ajebi-1238	233	21	.	.	PUNCT
ajebi-1238	234	1	107(33.2	107(33.2	NUM
ajebi-1238	234	2	%	%	NOUN
ajebi-1238	234	3	)	)	PUNCT
ajebi-1238	234	4	acclaimed	acclaim	VERB
ajebi-1238	234	5	ease	ease	NOUN
ajebi-1238	234	6	of	of	ADP
ajebi-1238	234	7	cash	cash	NOUN
ajebi-1238	234	8	payment	payment	NOUN
ajebi-1238	234	9	as	as	ADP
ajebi-1238	234	10	the	the	DET
ajebi-1238	234	11	reason	reason	NOUN
ajebi-1238	234	12	for	for	ADP
ajebi-1238	234	13	their	their	PRON
ajebi-1238	234	14	choice	choice	NOUN
ajebi-1238	234	15	of	of	ADP
ajebi-1238	234	16	marketing	marketing	NOUN
ajebi-1238	234	17	channel	channel	NOUN
ajebi-1238	234	18	.	.	PUNCT
ajebi-1238	235	1	78(24.2	78(24.2	NUM
ajebi-1238	235	2	%	%	NOUN
ajebi-1238	235	3	)	)	PUNCT
ajebi-1238	236	1	participants	participant	NOUN
ajebi-1238	236	2	showed	show	VERB
ajebi-1238	236	3	a	a	DET
ajebi-1238	236	4	preference	preference	NOUN
ajebi-1238	236	5	for	for	ADP
ajebi-1238	236	6	market	market	NOUN
ajebi-1238	236	7	channels	channel	NOUN
ajebi-1238	236	8	due	due	ADP
ajebi-1238	236	9	to	to	ADP
ajebi-1238	236	10	nearness	nearness	NOUN
ajebi-1238	236	11	to	to	ADP
ajebi-1238	236	12	the	the	DET
ajebi-1238	236	13	market	market	NOUN
ajebi-1238	236	14	.	.	PUNCT
ajebi-1238	237	1	the	the	DET
ajebi-1238	237	2	farmers	farmer	NOUN
ajebi-1238	237	3	looked	look	VERB
ajebi-1238	237	4	at	at	ADP
ajebi-1238	237	5	other	other	ADJ
ajebi-1238	237	6	factors	factor	NOUN
ajebi-1238	237	7	:	:	PUNCT
ajebi-1238	237	8	access	access	NOUN
ajebi-1238	237	9	to	to	ADP
ajebi-1238	237	10	credit	credit	NOUN
ajebi-1238	237	11	and	and	CCONJ
ajebi-1238	237	12	farm	farm	NOUN
ajebi-1238	237	13	inputs	input	NOUN
ajebi-1238	237	14	(	(	PUNCT
ajebi-1238	237	15	3.1	3.1	NUM
ajebi-1238	237	16	%	%	NOUN
ajebi-1238	237	17	)	)	PUNCT
ajebi-1238	237	18	,	,	PUNCT
ajebi-1238	237	19	the	the	DET
ajebi-1238	237	20	credibility	credibility	NOUN
ajebi-1238	237	21	of	of	ADP
ajebi-1238	237	22	weighing	weigh	VERB
ajebi-1238	237	23	scales	scale	NOUN
ajebi-1238	237	24	(	(	PUNCT
ajebi-1238	237	25	0.3	0.3	NUM
ajebi-1238	237	26	%	%	NOUN
ajebi-1238	237	27	)	)	PUNCT
ajebi-1238	237	28	,	,	PUNCT
ajebi-1238	237	29	provision	provision	NOUN
ajebi-1238	237	30	of	of	ADP
ajebi-1238	237	31	stores	store	NOUN
ajebi-1238	237	32	and	and	CCONJ
ajebi-1238	237	33	low	low	ADJ
ajebi-1238	237	34	cost	cost	NOUN
ajebi-1238	237	35	of	of	ADP
ajebi-1238	237	36	water	water	NOUN
ajebi-1238	237	37	payment	payment	NOUN
ajebi-1238	237	38	at	at	ADP
ajebi-1238	237	39	0.3	0.3	NUM
ajebi-1238	237	40	%	%	NOUN
ajebi-1238	237	41	each	each	PRON
ajebi-1238	237	42	.	.	PUNCT
ajebi-1238	238	1	in	in	ADP
ajebi-1238	238	2	line	line	NOUN
ajebi-1238	238	3	with	with	ADP
ajebi-1238	238	4	the	the	DET
ajebi-1238	238	5	study	study	NOUN
ajebi-1238	238	6	of	of	ADP
ajebi-1238	238	7	akwaa	akwaa	NOUN
ajebi-1238	238	8	-	-	PUNCT
ajebi-1238	238	9	sekyi	sekyi	ADJ
ajebi-1238	238	10	(	(	PUNCT
ajebi-1238	238	11	2013	2013	NUM
ajebi-1238	238	12	)	)	PUNCT
ajebi-1238	238	13	,	,	PUNCT
ajebi-1238	238	14	there	there	PRON
ajebi-1238	238	15	is	be	VERB
ajebi-1238	238	16	an	an	DET
ajebi-1238	238	17	increasing	increase	VERB
ajebi-1238	238	18	need	need	NOUN
ajebi-1238	238	19	to	to	PART
ajebi-1238	238	20	invest	invest	VERB
ajebi-1238	238	21	in	in	ADP
ajebi-1238	238	22	agriculture	agriculture	NOUN
ajebi-1238	238	23	worldwide	worldwide	ADV
ajebi-1238	238	24	due	due	ADP
ajebi-1238	238	25	to	to	ADP
ajebi-1238	238	26	the	the	DET
ajebi-1238	238	27	rising	rise	VERB
ajebi-1238	238	28	populations	population	NOUN
ajebi-1238	238	29	and	and	CCONJ
ajebi-1238	238	30	to	to	PART
ajebi-1238	238	31	curb	curb	VERB
ajebi-1238	238	32	draughts	draught	NOUN
ajebi-1238	238	33	and	and	CCONJ
ajebi-1238	238	34	malnutrition	malnutrition	NOUN
ajebi-1238	238	35	.	.	PUNCT
ajebi-1238	239	1	access	access	NOUN
ajebi-1238	239	2	to	to	ADP
ajebi-1238	239	3	finance	finance	NOUN
ajebi-1238	239	4	and	and	CCONJ
ajebi-1238	239	5	credit	credit	NOUN
ajebi-1238	239	6	from	from	ADP
ajebi-1238	239	7	microfinance	microfinance	NOUN
ajebi-1238	239	8	would	would	AUX
ajebi-1238	239	9	have	have	VERB
ajebi-1238	239	10	a	a	DET
ajebi-1238	239	11	significant	significant	ADJ
ajebi-1238	239	12	impact	impact	NOUN
ajebi-1238	239	13	on	on	ADP
ajebi-1238	239	14	the	the	DET
ajebi-1238	239	15	welfare	welfare	NOUN
ajebi-1238	239	16	of	of	ADP
ajebi-1238	239	17	farmers	farmer	NOUN
ajebi-1238	239	18	and	and	CCONJ
ajebi-1238	239	19	their	their	PRON
ajebi-1238	239	20	farming	farming	NOUN
ajebi-1238	239	21	activities	activity	NOUN
ajebi-1238	239	22	like	like	ADP
ajebi-1238	239	23	working	working	NOUN
ajebi-1238	239	24	capital	capital	NOUN
ajebi-1238	239	25	,	,	PUNCT
ajebi-1238	239	26	labour	labour	NOUN
ajebi-1238	239	27	,	,	PUNCT
ajebi-1238	239	28	farm	farm	NOUN
ajebi-1238	239	29	input	input	NOUN
ajebi-1238	239	30	and	and	CCONJ
ajebi-1238	239	31	output	output	NOUN
ajebi-1238	239	32	,	,	PUNCT
ajebi-1238	239	33	among	among	ADP
ajebi-1238	239	34	others	other	NOUN
ajebi-1238	239	35	.	.	PUNCT
ajebi-1238	240	1	the	the	DET
ajebi-1238	240	2	study	study	NOUN
ajebi-1238	240	3	sought	seek	VERB
ajebi-1238	240	4	to	to	PART
ajebi-1238	240	5	identify	identify	VERB
ajebi-1238	240	6	the	the	DET
ajebi-1238	240	7	rice	rice	NOUN
ajebi-1238	240	8	marketing	marketing	NOUN
ajebi-1238	240	9	channels	channel	NOUN
ajebi-1238	240	10	in	in	ADP
ajebi-1238	240	11	mwea	mwea	ADJ
ajebi-1238	240	12	irrigation	irrigation	NOUN
ajebi-1238	240	13	scheme	scheme	NOUN
ajebi-1238	240	14	.	.	PUNCT
ajebi-1238	241	1	there	there	PRON
ajebi-1238	241	2	were	be	VERB
ajebi-1238	241	3	seven	seven	NUM
ajebi-1238	241	4	rice	rice	NOUN
ajebi-1238	241	5	marketing	marketing	NOUN
ajebi-1238	241	6	outlets	outlet	NOUN
ajebi-1238	241	7	identified	identify	VERB
ajebi-1238	241	8	.	.	PUNCT
ajebi-1238	242	1	of	of	ADP
ajebi-1238	242	2	the	the	DET
ajebi-1238	242	3	rice	rice	NOUN
ajebi-1238	242	4	marketing	marketing	NOUN
ajebi-1238	242	5	outlets	outlet	NOUN
ajebi-1238	242	6	,	,	PUNCT
ajebi-1238	242	7	farmer	farmer	NOUN
ajebi-1238	242	8	to	to	ADP
ajebi-1238	242	9	consumer	consumer	NOUN
ajebi-1238	242	10	represented	represent	VERB
ajebi-1238	242	11	0.6	0.6	NUM
ajebi-1238	242	12	%	%	NOUN
ajebi-1238	242	13	,	,	PUNCT
ajebi-1238	242	14	farmer	farmer	NOUN
ajebi-1238	242	15	to	to	ADP
ajebi-1238	242	16	retailer	retailer	NOUN
ajebi-1238	242	17	,	,	PUNCT
ajebi-1238	242	18	5	5	NUM
ajebi-1238	242	19	%	%	NOUN
ajebi-1238	242	20	,	,	PUNCT
ajebi-1238	242	21	farmer	farmer	NOUN
ajebi-1238	242	22	to	to	PART
ajebi-1238	242	23	broker	broker	VERB
ajebi-1238	242	24	,	,	PUNCT
ajebi-1238	242	25	46.0	46.0	NUM
ajebi-1238	242	26	%	%	NOUN
ajebi-1238	242	27	,	,	PUNCT
ajebi-1238	242	28	farmer	farmer	NOUN
ajebi-1238	242	29	to	to	PART
ajebi-1238	242	30	wholesaler	wholesaler	VERB
ajebi-1238	242	31	,	,	PUNCT
ajebi-1238	242	32	2.8	2.8	NUM
ajebi-1238	242	33	%	%	NOUN
ajebi-1238	242	34	,	,	PUNCT
ajebi-1238	242	35	farmer	farmer	NOUN
ajebi-1238	242	36	to	to	ADP
ajebi-1238	242	37	mrgmcs	mrgmcs	NOUN
ajebi-1238	242	38	millers	miller	NOUN
ajebi-1238	242	39	23.9	23.9	NUM
ajebi-1238	242	40	%	%	NOUN
ajebi-1238	242	41	,	,	PUNCT
ajebi-1238	242	42	farmer	farmer	NOUN
ajebi-1238	242	43	to	to	ADP
ajebi-1238	242	44	private	private	ADJ
ajebi-1238	242	45	millers	miller	NOUN
ajebi-1238	242	46	19.6	19.6	NUM
ajebi-1238	242	47	%	%	NOUN
ajebi-1238	242	48	and	and	CCONJ
ajebi-1238	242	49	farmer	farmer	NOUN
ajebi-1238	242	50	to	to	AUX
ajebi-1238	242	51	mwea	mwea	PROPN
ajebi-1238	242	52	rice	rice	NOUN
ajebi-1238	242	53	millers	miller	NOUN
ajebi-1238	242	54	,	,	PUNCT
ajebi-1238	242	55	2.2	2.2	NUM
ajebi-1238	242	56	%	%	NOUN
ajebi-1238	242	57	.	.	PUNCT
ajebi-1238	243	1	this	this	PRON
ajebi-1238	243	2	implied	imply	VERB
ajebi-1238	243	3	that	that	SCONJ
ajebi-1238	243	4	the	the	DET
ajebi-1238	243	5	most	most	ADV
ajebi-1238	243	6	common	common	ADJ
ajebi-1238	243	7	channel	channel	NOUN
ajebi-1238	243	8	was	be	AUX
ajebi-1238	243	9	farmer	farmer	NOUN
ajebi-1238	243	10	to	to	PART
ajebi-1238	243	11	broker	broker	VERB
ajebi-1238	243	12	,	,	PUNCT
ajebi-1238	243	13	and	and	CCONJ
ajebi-1238	243	14	the	the	DET
ajebi-1238	243	15	least	least	ADJ
ajebi-1238	243	16	was	be	AUX
ajebi-1238	243	17	farmer	farmer	NOUN
ajebi-1238	243	18	to	to	ADP
ajebi-1238	243	19	consumer	consumer	NOUN
ajebi-1238	243	20	.	.	PUNCT
ajebi-1238	244	1	most	most	ADJ
ajebi-1238	244	2	respondents	respondent	NOUN
ajebi-1238	244	3	indicated	indicate	VERB
ajebi-1238	244	4	they	they	PRON
ajebi-1238	244	5	used	use	VERB
ajebi-1238	244	6	brokers	broker	NOUN
ajebi-1238	244	7	at	at	ADP
ajebi-1238	244	8	45	45	NUM
ajebi-1238	244	9	%	%	NOUN
ajebi-1238	244	10	and	and	CCONJ
ajebi-1238	244	11	mrgmcs	mrgmcs	NOUN
ajebi-1238	244	12	millers	miller	NOUN
ajebi-1238	244	13	at	at	ADP
ajebi-1238	244	14	23	23	NUM
ajebi-1238	244	15	%	%	NOUN
ajebi-1238	244	16	.	.	PUNCT
ajebi-1238	245	1	private	private	ADJ
ajebi-1238	245	2	millers	miller	NOUN
ajebi-1238	245	3	had	have	VERB
ajebi-1238	245	4	19	19	NUM
ajebi-1238	245	5	%	%	NOUN
ajebi-1238	245	6	,	,	PUNCT
ajebi-1238	245	7	while	while	SCONJ
ajebi-1238	245	8	retailers	retailer	NOUN
ajebi-1238	245	9	had	have	VERB
ajebi-1238	245	10	only	only	ADV
ajebi-1238	245	11	7	7	NUM
ajebi-1238	245	12	%	%	NOUN
ajebi-1238	245	13	.	.	PUNCT
ajebi-1238	246	1	the	the	DET
ajebi-1238	246	2	least	least	ADJ
ajebi-1238	246	3	were	be	AUX
ajebi-1238	246	4	wholesalers	wholesaler	NOUN
ajebi-1238	246	5	,	,	PUNCT
ajebi-1238	246	6	with	with	ADP
ajebi-1238	246	7	4	4	NUM
ajebi-1238	246	8	%	%	NOUN
ajebi-1238	246	9	,	,	PUNCT
ajebi-1238	246	10	mwea	mwea	VERB
ajebi-1238	246	11	rice	rice	NOUN
ajebi-1238	246	12	millers	miller	NOUN
ajebi-1238	246	13	,	,	PUNCT
ajebi-1238	246	14	with	with	ADP
ajebi-1238	246	15	2	2	NUM
ajebi-1238	246	16	%	%	NOUN
ajebi-1238	246	17	,	,	PUNCT
ajebi-1238	246	18	and	and	CCONJ
ajebi-1238	246	19	consumers	consumer	NOUN
ajebi-1238	246	20	,	,	PUNCT
ajebi-1238	246	21	with	with	ADP
ajebi-1238	246	22	1	1	NUM
ajebi-1238	246	23	%	%	NOUN
ajebi-1238	246	24	.	.	PUNCT
ajebi-1238	247	1	out	out	ADP
ajebi-1238	247	2	of	of	ADP
ajebi-1238	247	3	the	the	DET
ajebi-1238	247	4	rice	rice	NOUN
ajebi-1238	247	5	marketing	marketing	NOUN
ajebi-1238	247	6	outlets	outlet	NOUN
ajebi-1238	247	7	,	,	PUNCT
ajebi-1238	247	8	there	there	PRON
ajebi-1238	247	9	were	be	VERB
ajebi-1238	247	10	five	five	NUM
ajebi-1238	247	11	rice	rice	NOUN
ajebi-1238	247	12	marketing	marketing	NOUN
ajebi-1238	247	13	channels	channel	NOUN
ajebi-1238	247	14	identified	identify	VERB
ajebi-1238	247	15	based	base	VERB
ajebi-1238	247	16	on	on	ADP
ajebi-1238	247	17	percentage	percentage	NOUN
ajebi-1238	247	18	margins	margin	NOUN
ajebi-1238	247	19	across	across	ADP
ajebi-1238	247	20	actors	actor	NOUN
ajebi-1238	247	21	,	,	PUNCT
ajebi-1238	247	22	and	and	CCONJ
ajebi-1238	247	23	the	the	DET
ajebi-1238	247	24	first	first	ADJ
ajebi-1238	247	25	channel	channel	NOUN
ajebi-1238	247	26	was	be	AUX
ajebi-1238	247	27	the	the	DET
ajebi-1238	247	28	shortest	short	ADJ
ajebi-1238	247	29	.	.	PUNCT
ajebi-1238	248	1	it	it	PRON
ajebi-1238	248	2	involved	involve	VERB
ajebi-1238	248	3	producers	producer	NOUN
ajebi-1238	248	4	selling	sell	VERB
ajebi-1238	248	5	directly	directly	ADV
ajebi-1238	248	6	to	to	ADP
ajebi-1238	248	7	consumers	consumer	NOUN
ajebi-1238	248	8	at	at	ADP
ajebi-1238	248	9	the	the	DET
ajebi-1238	248	10	farm	farm	NOUN
ajebi-1238	248	11	level	level	NOUN
ajebi-1238	248	12	.	.	PUNCT
ajebi-1238	249	1	this	this	PRON
ajebi-1238	249	2	accounted	account	VERB
ajebi-1238	249	3	for	for	ADP
ajebi-1238	249	4	1.78	1.78	NUM
ajebi-1238	249	5	%	%	NOUN
ajebi-1238	249	6	of	of	ADP
ajebi-1238	249	7	total	total	ADJ
ajebi-1238	249	8	sales	sale	NOUN
ajebi-1238	249	9	.	.	PUNCT
ajebi-1238	250	1	the	the	DET
ajebi-1238	250	2	second	second	ADJ
ajebi-1238	250	3	channel	channel	NOUN
ajebi-1238	250	4	involved	involve	VERB
ajebi-1238	250	5	farmers	farmer	NOUN
ajebi-1238	250	6	,	,	PUNCT
ajebi-1238	250	7	retailers	retailer	NOUN
ajebi-1238	250	8	and	and	CCONJ
ajebi-1238	250	9	consumers	consumer	NOUN
ajebi-1238	250	10	,	,	PUNCT
ajebi-1238	250	11	mainly	mainly	ADV
ajebi-1238	250	12	at	at	ADP
ajebi-1238	250	13	farms	farm	NOUN
ajebi-1238	250	14	,	,	PUNCT
ajebi-1238	250	15	accounting	account	VERB
ajebi-1238	250	16	for	for	ADP
ajebi-1238	250	17	5.33	5.33	NUM
ajebi-1238	250	18	%	%	NOUN
ajebi-1238	250	19	of	of	ADP
ajebi-1238	250	20	sales	sale	NOUN
ajebi-1238	250	21	volume	volume	NOUN
ajebi-1238	250	22	.	.	PUNCT
ajebi-1238	251	1	these	these	PRON
ajebi-1238	251	2	were	be	AUX
ajebi-1238	251	3	local	local	ADJ
ajebi-1238	251	4	retailers	retailer	NOUN
ajebi-1238	251	5	who	who	PRON
ajebi-1238	251	6	bought	buy	VERB
ajebi-1238	251	7	direct	direct	ADV
ajebi-1238	251	8	from	from	ADP
ajebi-1238	251	9	the	the	DET
ajebi-1238	251	10	farmers	farmer	NOUN
ajebi-1238	251	11	and	and	CCONJ
ajebi-1238	251	12	sold	sell	VERB
ajebi-1238	251	13	to	to	ADP
ajebi-1238	251	14	consumers	consumer	NOUN
ajebi-1238	251	15	in	in	ADP
ajebi-1238	251	16	the	the	DET
ajebi-1238	251	17	neighboring	neighboring	NOUN
ajebi-1238	251	18	market	market	NOUN
ajebi-1238	251	19	centers	center	NOUN
ajebi-1238	251	20	in	in	ADP
ajebi-1238	251	21	the	the	DET
ajebi-1238	251	22	rice	rice	NOUN
ajebi-1238	251	23	farming	farming	NOUN
ajebi-1238	251	24	in	in	ADP
ajebi-1238	251	25	mwea	mwea	PROPN
ajebi-1238	251	26	irrigation	irrigation	NOUN
ajebi-1238	251	27	scheme	scheme	NOUN
ajebi-1238	251	28	.	.	PUNCT
ajebi-1238	252	1	the	the	DET
ajebi-1238	252	2	third	third	ADJ
ajebi-1238	252	3	channel	channel	NOUN
ajebi-1238	252	4	consisted	consist	VERB
ajebi-1238	252	5	of	of	ADP
ajebi-1238	252	6	farmers	farmer	NOUN
ajebi-1238	252	7	,	,	PUNCT
ajebi-1238	252	8	brokers	broker	NOUN
ajebi-1238	252	9	,	,	PUNCT
ajebi-1238	252	10	millers	miller	NOUN
ajebi-1238	252	11	,	,	PUNCT
ajebi-1238	252	12	and	and	CCONJ
ajebi-1238	252	13	consumers	consumer	NOUN
ajebi-1238	252	14	,	,	PUNCT
ajebi-1238	252	15	and	and	CCONJ
ajebi-1238	252	16	it	it	PRON
ajebi-1238	252	17	handled	handle	VERB
ajebi-1238	252	18	3.47	3.47	NUM
ajebi-1238	252	19	%	%	NOUN
ajebi-1238	252	20	of	of	ADP
ajebi-1238	252	21	the	the	DET
ajebi-1238	252	22	sales	sale	NOUN
ajebi-1238	252	23	volume	volume	NOUN
ajebi-1238	252	24	.	.	PUNCT
ajebi-1238	253	1	while	while	SCONJ
ajebi-1238	253	2	the	the	DET
ajebi-1238	253	3	fourth	fourth	ADJ
ajebi-1238	253	4	channel	channel	NOUN
ajebi-1238	253	5	involved	involve	VERB
ajebi-1238	253	6	farmers	farmer	NOUN
ajebi-1238	253	7	,	,	PUNCT
ajebi-1238	253	8	millers	miller	NOUN
ajebi-1238	253	9	,	,	PUNCT
ajebi-1238	253	10	retailers	retailer	NOUN
ajebi-1238	253	11	and	and	CCONJ
ajebi-1238	253	12	consumers	consumer	NOUN
ajebi-1238	253	13	,	,	PUNCT
ajebi-1238	253	14	and	and	CCONJ
ajebi-1238	253	15	it	it	PRON
ajebi-1238	253	16	handled	handle	VERB
ajebi-1238	253	17	62.72	62.72	NUM
ajebi-1238	253	18	%	%	NOUN
ajebi-1238	253	19	of	of	ADP
ajebi-1238	253	20	the	the	DET
ajebi-1238	253	21	volume	volume	NOUN
ajebi-1238	253	22	bought	buy	VERB
ajebi-1238	253	23	by	by	ADP
ajebi-1238	253	24	millers	miller	NOUN
ajebi-1238	253	25	.	.	PUNCT
ajebi-1238	254	1	the	the	DET
ajebi-1238	254	2	final	final	ADJ
ajebi-1238	254	3	channel	channel	NOUN
ajebi-1238	254	4	consisted	consist	VERB
ajebi-1238	254	5	of	of	ADP
ajebi-1238	254	6	farmers	farmer	NOUN
ajebi-1238	254	7	,	,	PUNCT
ajebi-1238	254	8	millers	miller	NOUN
ajebi-1238	254	9	,	,	PUNCT
ajebi-1238	254	10	wholesalers	wholesaler	NOUN
ajebi-1238	254	11	,	,	PUNCT
ajebi-1238	254	12	retailers	retailer	NOUN
ajebi-1238	254	13	and	and	CCONJ
ajebi-1238	254	14	consumers	consumer	NOUN
ajebi-1238	254	15	.	.	PUNCT
ajebi-1238	255	1	it	it	PRON
ajebi-1238	255	2	accounted	account	VERB
ajebi-1238	255	3	for	for	ADP
ajebi-1238	255	4	37.28	37.28	NUM
ajebi-1238	255	5	%	%	NOUN
ajebi-1238	255	6	of	of	ADP
ajebi-1238	255	7	the	the	DET
ajebi-1238	255	8	volume	volume	NOUN
ajebi-1238	255	9	handled	handle	VERB
ajebi-1238	255	10	by	by	ADP
ajebi-1238	255	11	millers	miller	NOUN
ajebi-1238	255	12	.	.	PUNCT
ajebi-1238	256	1	the	the	DET
ajebi-1238	256	2	wholesaler	wholesaler	NOUN
ajebi-1238	256	3	sold	sell	VERB
ajebi-1238	256	4	its	its	PRON
ajebi-1238	256	5	entire	entire	ADJ
ajebi-1238	256	6	share	share	NOUN
ajebi-1238	256	7	to	to	ADP
ajebi-1238	256	8	the	the	DET
ajebi-1238	256	9	retailer	retailer	NOUN
ajebi-1238	256	10	,	,	PUNCT
ajebi-1238	256	11	who	who	PRON
ajebi-1238	256	12	finally	finally	ADV
ajebi-1238	256	13	sold	sell	VERB
ajebi-1238	256	14	100	100	NUM
ajebi-1238	256	15	%	%	NOUN
ajebi-1238	256	16	to	to	ADP
ajebi-1238	256	17	the	the	DET
ajebi-1238	256	18	consumer	consumer	NOUN
ajebi-1238	256	19	.	.	PUNCT
ajebi-1238	257	1	the	the	DET
ajebi-1238	257	2	study	study	NOUN
ajebi-1238	257	3	’s	’s	PART
ajebi-1238	257	4	second	second	ADJ
ajebi-1238	257	5	objective	objective	NOUN
ajebi-1238	257	6	was	be	AUX
ajebi-1238	257	7	to	to	PART
ajebi-1238	257	8	evaluate	evaluate	VERB
ajebi-1238	257	9	factors	factor	NOUN
ajebi-1238	257	10	influencing	influence	VERB
ajebi-1238	257	11	farmers	farmer	NOUN
ajebi-1238	257	12	’	'	PUNCT
ajebi-1238	257	13	choice	choice	NOUN
ajebi-1238	257	14	of	of	ADP
ajebi-1238	257	15	rice	rice	NOUN
ajebi-1238	257	16	marketing	marketing	NOUN
ajebi-1238	257	17	channels	channel	NOUN
ajebi-1238	257	18	.	.	PUNCT
ajebi-1238	258	1	the	the	DET
ajebi-1238	258	2	results	result	NOUN
ajebi-1238	258	3	show	show	VERB
ajebi-1238	258	4	that	that	SCONJ
ajebi-1238	258	5	household	household	NOUN
ajebi-1238	258	6	level	level	NOUN
ajebi-1238	258	7	of	of	ADP
ajebi-1238	258	8	education	education	NOUN
ajebi-1238	258	9	has	have	VERB
ajebi-1238	258	10	a	a	DET
ajebi-1238	258	11	positive	positive	ADJ
ajebi-1238	258	12	and	and	CCONJ
ajebi-1238	258	13	significant	significant	ADJ
ajebi-1238	258	14	relationship	relationship	NOUN
ajebi-1238	258	15	with	with	ADP
ajebi-1238	258	16	the	the	DET
ajebi-1238	258	17	choice	choice	NOUN
ajebi-1238	259	1	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	259	2	pa	pa	PROPN
ajebi-1238	259	3	ge	ge	PROPN
ajebi-1238	259	4	37	37	NUM
ajebi-1238	259	5	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	259	6	am	am	NOUN
ajebi-1238	259	7	.	.	PUNCT
ajebi-1238	260	1	j.	j.	PROPN
ajebi-1238	260	2	econ	econ	PROPN
ajebi-1238	260	3	.	.	PUNCT
ajebi-1238	260	4	bus	bus	PROPN
ajebi-1238	260	5	.	.	PUNCT
ajebi-1238	261	1	innov	innov	PROPN
ajebi-1238	261	2	.	.	PUNCT
ajebi-1238	262	1	2(1	2(1	NUM
ajebi-1238	262	2	)	)	PUNCT
ajebi-1238	262	3	29	29	NUM
ajebi-1238	262	4	-	-	SYM
ajebi-1238	262	5	38	38	NUM
ajebi-1238	262	6	,	,	PUNCT
ajebi-1238	262	7	2023	2023	NUM
ajebi-1238	262	8	of	of	ADP
ajebi-1238	262	9	marketing	marketing	NOUN
ajebi-1238	262	10	channels	channel	NOUN
ajebi-1238	262	11	(	(	PUNCT
ajebi-1238	262	12	β=0.693347	β=0.693347	ADJ
ajebi-1238	262	13	,	,	PUNCT
ajebi-1238	262	14	p=0.037<0.05	p=0.037<0.05	PROPN
ajebi-1238	262	15	)	)	PUNCT
ajebi-1238	262	16	.	.	PUNCT
ajebi-1238	263	1	this	this	PRON
ajebi-1238	263	2	implies	imply	VERB
ajebi-1238	263	3	that	that	SCONJ
ajebi-1238	263	4	the	the	DET
ajebi-1238	263	5	odds	odd	NOUN
ajebi-1238	263	6	of	of	ADP
ajebi-1238	263	7	a	a	DET
ajebi-1238	263	8	consumer	consumer	NOUN
ajebi-1238	263	9	as	as	ADP
ajebi-1238	263	10	a	a	DET
ajebi-1238	263	11	marketing	marketing	NOUN
ajebi-1238	263	12	channel	channel	NOUN
ajebi-1238	263	13	over	over	ADP
ajebi-1238	263	14	a	a	DET
ajebi-1238	263	15	broker	broker	NOUN
ajebi-1238	263	16	is	be	AUX
ajebi-1238	263	17	0.693347	0.693347	NUM
ajebi-1238	263	18	times	time	NOUN
ajebi-1238	263	19	higher	high	ADJ
ajebi-1238	263	20	given	give	VERB
ajebi-1238	263	21	their	their	PRON
ajebi-1238	263	22	household	household	NOUN
ajebi-1238	263	23	level	level	NOUN
ajebi-1238	263	24	of	of	ADP
ajebi-1238	263	25	education	education	NOUN
ajebi-1238	263	26	.	.	PUNCT
ajebi-1238	264	1	the	the	DET
ajebi-1238	264	2	results	result	NOUN
ajebi-1238	264	3	further	far	ADV
ajebi-1238	264	4	show	show	VERB
ajebi-1238	264	5	that	that	SCONJ
ajebi-1238	264	6	household	household	NOUN
ajebi-1238	264	7	marketing	marketing	NOUN
ajebi-1238	264	8	groups	group	NOUN
ajebi-1238	264	9	have	have	VERB
ajebi-1238	264	10	a	a	DET
ajebi-1238	264	11	positive	positive	ADJ
ajebi-1238	264	12	and	and	CCONJ
ajebi-1238	264	13	significant	significant	ADJ
ajebi-1238	264	14	relationship	relationship	NOUN
ajebi-1238	264	15	with	with	ADP
ajebi-1238	264	16	the	the	DET
ajebi-1238	264	17	choice	choice	NOUN
ajebi-1238	264	18	of	of	ADP
ajebi-1238	264	19	marketing	marketing	NOUN
ajebi-1238	264	20	channels	channel	NOUN
ajebi-1238	264	21	(	(	PUNCT
ajebi-1238	264	22	β=-13.98628	β=-13.98628	NOUN
ajebi-1238	264	23	,	,	PUNCT
ajebi-1238	264	24	p=0.010<0.05	p=0.010<0.05	PROPN
ajebi-1238	264	25	)	)	PUNCT
ajebi-1238	264	26	.	.	PUNCT
ajebi-1238	265	1	this	this	PRON
ajebi-1238	265	2	implies	imply	VERB
ajebi-1238	265	3	that	that	SCONJ
ajebi-1238	265	4	the	the	DET
ajebi-1238	265	5	odds	odd	NOUN
ajebi-1238	265	6	of	of	ADP
ajebi-1238	265	7	a	a	DET
ajebi-1238	265	8	consumer	consumer	NOUN
ajebi-1238	265	9	as	as	ADP
ajebi-1238	265	10	a	a	DET
ajebi-1238	265	11	marketing	marketing	NOUN
ajebi-1238	265	12	channel	channel	NOUN
ajebi-1238	265	13	over	over	ADP
ajebi-1238	265	14	a	a	DET
ajebi-1238	265	15	broker	broker	NOUN
ajebi-1238	265	16	is	be	AUX
ajebi-1238	265	17	13.98628	13.98628	NUM
ajebi-1238	265	18	times	time	NOUN
ajebi-1238	265	19	lower	lower	ADV
ajebi-1238	265	20	given	give	VERB
ajebi-1238	265	21	their	their	PRON
ajebi-1238	265	22	marketing	marketing	NOUN
ajebi-1238	265	23	groups	group	NOUN
ajebi-1238	265	24	.	.	PUNCT
ajebi-1238	266	1	distance	distance	NOUN
ajebi-1238	266	2	to	to	ADP
ajebi-1238	266	3	market	market	NOUN
ajebi-1238	266	4	has	have	VERB
ajebi-1238	266	5	a	a	DET
ajebi-1238	266	6	negative	negative	ADJ
ajebi-1238	266	7	and	and	CCONJ
ajebi-1238	266	8	significant	significant	ADJ
ajebi-1238	266	9	relationship	relationship	NOUN
ajebi-1238	266	10	with	with	ADP
ajebi-1238	266	11	the	the	DET
ajebi-1238	266	12	choice	choice	NOUN
ajebi-1238	266	13	of	of	ADP
ajebi-1238	266	14	marketing	marketing	NOUN
ajebi-1238	266	15	channels	channel	NOUN
ajebi-1238	266	16	(	(	PUNCT
ajebi-1238	266	17	β=0.0037031	β=0.0037031	PROPN
ajebi-1238	266	18	,	,	PUNCT
ajebi-1238	266	19	p=0.020<0.05	p=0.020<0.05	PROPN
ajebi-1238	266	20	)	)	PUNCT
ajebi-1238	266	21	.	.	PUNCT
ajebi-1238	267	1	this	this	PRON
ajebi-1238	267	2	implies	imply	VERB
ajebi-1238	267	3	that	that	SCONJ
ajebi-1238	267	4	the	the	DET
ajebi-1238	267	5	odds	odd	NOUN
ajebi-1238	267	6	of	of	ADP
ajebi-1238	267	7	a	a	DET
ajebi-1238	267	8	retailer	retailer	NOUN
ajebi-1238	267	9	as	as	ADP
ajebi-1238	267	10	a	a	DET
ajebi-1238	267	11	marketing	marketing	NOUN
ajebi-1238	267	12	channel	channel	NOUN
ajebi-1238	267	13	over	over	ADP
ajebi-1238	267	14	a	a	DET
ajebi-1238	267	15	broker	broker	NOUN
ajebi-1238	267	16	is	be	AUX
ajebi-1238	267	17	0.0037031	0.0037031	NUM
ajebi-1238	267	18	times	time	NOUN
ajebi-1238	267	19	lower	low	ADJ
ajebi-1238	267	20	,	,	PUNCT
ajebi-1238	267	21	given	give	VERB
ajebi-1238	267	22	their	their	PRON
ajebi-1238	267	23	distance	distance	NOUN
ajebi-1238	267	24	to	to	ADP
ajebi-1238	267	25	the	the	DET
ajebi-1238	267	26	market	market	NOUN
ajebi-1238	267	27	.	.	PUNCT
ajebi-1238	268	1	the	the	DET
ajebi-1238	268	2	results	result	NOUN
ajebi-1238	268	3	show	show	VERB
ajebi-1238	268	4	that	that	PRON
ajebi-1238	268	5	distance	distance	NOUN
ajebi-1238	268	6	to	to	ADP
ajebi-1238	268	7	the	the	DET
ajebi-1238	268	8	market	market	NOUN
ajebi-1238	268	9	has	have	VERB
ajebi-1238	268	10	a	a	DET
ajebi-1238	268	11	positive	positive	ADJ
ajebi-1238	268	12	and	and	CCONJ
ajebi-1238	268	13	significant	significant	ADJ
ajebi-1238	268	14	relationship	relationship	NOUN
ajebi-1238	268	15	with	with	ADP
ajebi-1238	268	16	the	the	DET
ajebi-1238	268	17	choice	choice	NOUN
ajebi-1238	268	18	of	of	ADP
ajebi-1238	268	19	marketing	marketing	NOUN
ajebi-1238	268	20	channels	channel	NOUN
ajebi-1238	268	21	(	(	PUNCT
ajebi-1238	268	22	β=-0.0449224	β=-0.0449224	NUM
ajebi-1238	268	23	,	,	PUNCT
ajebi-1238	268	24	p=0.030<0.05	p=0.030<0.05	PROPN
ajebi-1238	268	25	)	)	PUNCT
ajebi-1238	268	26	.	.	PUNCT
ajebi-1238	269	1	this	this	PRON
ajebi-1238	269	2	implies	imply	VERB
ajebi-1238	269	3	that	that	SCONJ
ajebi-1238	269	4	the	the	DET
ajebi-1238	269	5	odds	odd	NOUN
ajebi-1238	269	6	of	of	ADP
ajebi-1238	269	7	a	a	DET
ajebi-1238	269	8	wholesaler	wholesaler	NOUN
ajebi-1238	269	9	as	as	ADP
ajebi-1238	269	10	a	a	DET
ajebi-1238	269	11	marketing	marketing	NOUN
ajebi-1238	269	12	channel	channel	NOUN
ajebi-1238	269	13	over	over	ADP
ajebi-1238	269	14	a	a	DET
ajebi-1238	269	15	broker	broker	NOUN
ajebi-1238	269	16	is	be	AUX
ajebi-1238	269	17	0.0449224	0.0449224	NUM
ajebi-1238	269	18	times	time	NOUN
ajebi-1238	269	19	higher	high	ADJ
ajebi-1238	269	20	given	give	VERB
ajebi-1238	269	21	their	their	PRON
ajebi-1238	269	22	household	household	NOUN
ajebi-1238	269	23	level	level	NOUN
ajebi-1238	269	24	of	of	ADP
ajebi-1238	269	25	education	education	NOUN
ajebi-1238	269	26	.	.	PUNCT
ajebi-1238	270	1	the	the	DET
ajebi-1238	270	2	results	result	NOUN
ajebi-1238	270	3	show	show	VERB
ajebi-1238	270	4	that	that	SCONJ
ajebi-1238	270	5	the	the	DET
ajebi-1238	270	6	age	age	NOUN
ajebi-1238	270	7	of	of	ADP
ajebi-1238	270	8	the	the	DET
ajebi-1238	270	9	household	household	NOUN
ajebi-1238	270	10	has	have	VERB
ajebi-1238	270	11	a	a	DET
ajebi-1238	270	12	positive	positive	ADJ
ajebi-1238	270	13	and	and	CCONJ
ajebi-1238	270	14	significant	significant	ADJ
ajebi-1238	270	15	relationship	relationship	NOUN
ajebi-1238	270	16	with	with	ADP
ajebi-1238	270	17	the	the	DET
ajebi-1238	270	18	choice	choice	NOUN
ajebi-1238	270	19	of	of	ADP
ajebi-1238	270	20	marketing	marketing	NOUN
ajebi-1238	270	21	channels	channel	NOUN
ajebi-1238	270	22	(	(	PUNCT
ajebi-1238	270	23	β=0.0479347	β=0.0479347	NOUN
ajebi-1238	270	24	,	,	PUNCT
ajebi-1238	270	25	p=0.000<0.05	p=0.000<0.05	PROPN
ajebi-1238	270	26	)	)	PUNCT
ajebi-1238	270	27	.	.	PUNCT
ajebi-1238	271	1	this	this	PRON
ajebi-1238	271	2	implies	imply	VERB
ajebi-1238	271	3	that	that	SCONJ
ajebi-1238	271	4	the	the	DET
ajebi-1238	271	5	odds	odd	NOUN
ajebi-1238	271	6	of	of	ADP
ajebi-1238	271	7	mrgmcs	mrgmcs	NOUN
ajebi-1238	271	8	millers	miller	NOUN
ajebi-1238	271	9	as	as	ADP
ajebi-1238	271	10	a	a	DET
ajebi-1238	271	11	marketing	marketing	NOUN
ajebi-1238	271	12	channel	channel	NOUN
ajebi-1238	271	13	over	over	ADP
ajebi-1238	271	14	a	a	DET
ajebi-1238	271	15	broker	broker	NOUN
ajebi-1238	271	16	is	be	AUX
ajebi-1238	271	17	0.0479347	0.0479347	NUM
ajebi-1238	271	18	times	time	NOUN
ajebi-1238	271	19	higher	high	ADJ
ajebi-1238	271	20	,	,	PUNCT
ajebi-1238	271	21	given	give	VERB
ajebi-1238	271	22	their	their	PRON
ajebi-1238	271	23	household	household	NOUN
ajebi-1238	271	24	age	age	NOUN
ajebi-1238	271	25	.	.	PUNCT
ajebi-1238	272	1	distance	distance	NOUN
ajebi-1238	272	2	to	to	ADP
ajebi-1238	272	3	market	market	NOUN
ajebi-1238	272	4	has	have	VERB
ajebi-1238	272	5	a	a	DET
ajebi-1238	272	6	negative	negative	ADJ
ajebi-1238	272	7	and	and	CCONJ
ajebi-1238	272	8	significant	significant	ADJ
ajebi-1238	272	9	relationship	relationship	NOUN
ajebi-1238	272	10	with	with	ADP
ajebi-1238	272	11	the	the	DET
ajebi-1238	272	12	choice	choice	NOUN
ajebi-1238	272	13	of	of	ADP
ajebi-1238	272	14	marketing	marketing	NOUN
ajebi-1238	272	15	channels	channel	NOUN
ajebi-1238	272	16	(	(	PUNCT
ajebi-1238	272	17	β=-0.2136234	β=-0.2136234	X
ajebi-1238	272	18	,	,	PUNCT
ajebi-1238	272	19	p=0.020<0.05	p=0.020<0.05	PROPN
ajebi-1238	272	20	)	)	PUNCT
ajebi-1238	272	21	.	.	PUNCT
ajebi-1238	273	1	this	this	PRON
ajebi-1238	273	2	implies	imply	VERB
ajebi-1238	273	3	that	that	SCONJ
ajebi-1238	273	4	the	the	DET
ajebi-1238	273	5	odds	odd	NOUN
ajebi-1238	273	6	of	of	ADP
ajebi-1238	273	7	a	a	DET
ajebi-1238	273	8	private	private	ADJ
ajebi-1238	273	9	miller	miller	NOUN
ajebi-1238	273	10	as	as	ADP
ajebi-1238	273	11	a	a	DET
ajebi-1238	273	12	marketing	marketing	NOUN
ajebi-1238	273	13	channel	channel	NOUN
ajebi-1238	273	14	over	over	ADP
ajebi-1238	273	15	a	a	DET
ajebi-1238	273	16	broker	broker	NOUN
ajebi-1238	273	17	is	be	AUX
ajebi-1238	273	18	0.2136234	0.2136234	NUM
ajebi-1238	273	19	times	time	NOUN
ajebi-1238	273	20	lower	low	ADJ
ajebi-1238	273	21	,	,	PUNCT
ajebi-1238	273	22	given	give	VERB
ajebi-1238	273	23	their	their	PRON
ajebi-1238	273	24	distance	distance	NOUN
ajebi-1238	273	25	to	to	ADP
ajebi-1238	273	26	the	the	DET
ajebi-1238	273	27	market	market	NOUN
ajebi-1238	273	28	.	.	PUNCT
ajebi-1238	274	1	lastly	lastly	ADV
ajebi-1238	274	2	,	,	PUNCT
ajebi-1238	274	3	the	the	DET
ajebi-1238	274	4	results	result	NOUN
ajebi-1238	274	5	show	show	VERB
ajebi-1238	274	6	that	that	SCONJ
ajebi-1238	274	7	the	the	DET
ajebi-1238	274	8	age	age	NOUN
ajebi-1238	274	9	of	of	ADP
ajebi-1238	274	10	the	the	DET
ajebi-1238	274	11	household	household	NOUN
ajebi-1238	274	12	has	have	VERB
ajebi-1238	274	13	a	a	DET
ajebi-1238	274	14	positive	positive	ADJ
ajebi-1238	274	15	and	and	CCONJ
ajebi-1238	274	16	significant	significant	ADJ
ajebi-1238	274	17	relationship	relationship	NOUN
ajebi-1238	274	18	with	with	ADP
ajebi-1238	274	19	the	the	DET
ajebi-1238	274	20	choice	choice	NOUN
ajebi-1238	274	21	of	of	ADP
ajebi-1238	274	22	marketing	marketing	NOUN
ajebi-1238	274	23	channels	channel	NOUN
ajebi-1238	274	24	(	(	PUNCT
ajebi-1238	274	25	β=0.0591975	β=0.0591975	ADJ
ajebi-1238	274	26	,	,	PUNCT
ajebi-1238	274	27	p=0.032<0.05	p=0.032<0.05	NOUN
ajebi-1238	274	28	)	)	PUNCT
ajebi-1238	274	29	.	.	PUNCT
ajebi-1238	275	1	this	this	PRON
ajebi-1238	275	2	implies	imply	VERB
ajebi-1238	275	3	that	that	SCONJ
ajebi-1238	275	4	the	the	DET
ajebi-1238	275	5	odds	odd	NOUN
ajebi-1238	275	6	of	of	ADP
ajebi-1238	275	7	a	a	DET
ajebi-1238	275	8	consumer	consumer	NOUN
ajebi-1238	275	9	as	as	ADP
ajebi-1238	275	10	a	a	DET
ajebi-1238	275	11	marketing	marketing	NOUN
ajebi-1238	275	12	channel	channel	NOUN
ajebi-1238	275	13	over	over	ADP
ajebi-1238	275	14	a	a	DET
ajebi-1238	275	15	broker	broker	NOUN
ajebi-1238	275	16	is	be	AUX
ajebi-1238	275	17	0.0591975	0.0591975	NUM
ajebi-1238	275	18	times	time	NOUN
ajebi-1238	275	19	higher	high	ADJ
ajebi-1238	275	20	given	give	VERB
ajebi-1238	275	21	their	their	PRON
ajebi-1238	275	22	household	household	NOUN
ajebi-1238	275	23	age	age	NOUN
ajebi-1238	275	24	.	.	PUNCT
ajebi-1238	276	1	the	the	DET
ajebi-1238	276	2	finding	finding	NOUN
ajebi-1238	276	3	is	be	AUX
ajebi-1238	276	4	consistent	consistent	ADJ
ajebi-1238	276	5	with	with	ADP
ajebi-1238	276	6	nyaga	nyaga	PROPN
ajebi-1238	276	7	et	et	PROPN
ajebi-1238	276	8	al	al	PROPN
ajebi-1238	276	9	.	.	PUNCT
ajebi-1238	277	1	(	(	PUNCT
ajebi-1238	277	2	2016	2016	NUM
ajebi-1238	277	3	)	)	PUNCT
ajebi-1238	277	4	,	,	PUNCT
ajebi-1238	277	5	who	who	PRON
ajebi-1238	277	6	conducted	conduct	VERB
ajebi-1238	277	7	a	a	DET
ajebi-1238	277	8	study	study	NOUN
ajebi-1238	277	9	on	on	ADP
ajebi-1238	277	10	factors	factor	NOUN
ajebi-1238	277	11	influencing	influence	VERB
ajebi-1238	277	12	fish	fish	NOUN
ajebi-1238	277	13	farmers	farmer	NOUN
ajebi-1238	277	14	’	'	PUNCT
ajebi-1238	277	15	choice	choice	NOUN
ajebi-1238	277	16	of	of	ADP
ajebi-1238	277	17	marketing	marketing	NOUN
ajebi-1238	277	18	channel	channel	NOUN
ajebi-1238	277	19	in	in	ADP
ajebi-1238	277	20	kirinyaga	kirinyaga	PROPN
ajebi-1238	277	21	county	county	NOUN
ajebi-1238	277	22	.	.	PUNCT
ajebi-1238	278	1	the	the	DET
ajebi-1238	278	2	study	study	NOUN
ajebi-1238	278	3	identified	identify	VERB
ajebi-1238	278	4	three	three	NUM
ajebi-1238	278	5	main	main	ADJ
ajebi-1238	278	6	channels	channel	NOUN
ajebi-1238	278	7	;	;	PUNCT
ajebi-1238	278	8	neighbours	neighbour	NOUN
ajebi-1238	278	9	,	,	PUNCT
ajebi-1238	278	10	direct	direct	ADJ
ajebi-1238	278	11	market	market	NOUN
ajebi-1238	278	12	,	,	PUNCT
ajebi-1238	278	13	traders	trader	NOUN
ajebi-1238	278	14	and	and	CCONJ
ajebi-1238	278	15	accounting	account	VERB
ajebi-1238	278	16	for	for	ADP
ajebi-1238	278	17	49	49	NUM
ajebi-1238	278	18	percent	percent	NOUN
ajebi-1238	278	19	,	,	PUNCT
ajebi-1238	278	20	29	29	NUM
ajebi-1238	278	21	percent	percent	NOUN
ajebi-1238	278	22	,	,	PUNCT
ajebi-1238	278	23	and	and	CCONJ
ajebi-1238	278	24	22	22	NUM
ajebi-1238	278	25	percent	percent	NOUN
ajebi-1238	278	26	respectively	respectively	ADV
ajebi-1238	278	27	.	.	PUNCT
ajebi-1238	279	1	gender	gender	NOUN
ajebi-1238	279	2	of	of	ADP
ajebi-1238	279	3	the	the	DET
ajebi-1238	279	4	household	household	NOUN
ajebi-1238	279	5	head	head	NOUN
ajebi-1238	279	6	,	,	PUNCT
ajebi-1238	279	7	distance	distance	NOUN
ajebi-1238	279	8	to	to	ADP
ajebi-1238	279	9	market	market	NOUN
ajebi-1238	279	10	;	;	PUNCT
ajebi-1238	279	11	marketing	marketing	NOUN
ajebi-1238	279	12	cost	cost	NOUN
ajebi-1238	279	13	,	,	PUNCT
ajebi-1238	279	14	land	land	NOUN
ajebi-1238	279	15	tenure	tenure	NOUN
ajebi-1238	279	16	,	,	PUNCT
ajebi-1238	279	17	number	number	NOUN
ajebi-1238	279	18	of	of	ADP
ajebi-1238	279	19	fishponds	fishpond	NOUN
ajebi-1238	279	20	owned	own	VERB
ajebi-1238	279	21	,	,	PUNCT
ajebi-1238	279	22	access	access	NOUN
ajebi-1238	279	23	to	to	ADP
ajebi-1238	279	24	extension	extension	NOUN
ajebi-1238	279	25	services	service	NOUN
ajebi-1238	279	26	,	,	PUNCT
ajebi-1238	279	27	cost	cost	NOUN
ajebi-1238	279	28	of	of	ADP
ajebi-1238	279	29	marketing	marketing	NOUN
ajebi-1238	279	30	,	,	PUNCT
ajebi-1238	279	31	membership	membership	NOUN
ajebi-1238	279	32	to	to	ADP
ajebi-1238	279	33	a	a	DET
ajebi-1238	279	34	fish	fish	NOUN
ajebi-1238	279	35	farming	farming	NOUN
ajebi-1238	279	36	group	group	NOUN
ajebi-1238	279	37	,	,	PUNCT
ajebi-1238	279	38	access	access	NOUN
ajebi-1238	279	39	to	to	ADP
ajebi-1238	279	40	inputs	input	NOUN
ajebi-1238	279	41	,	,	PUNCT
ajebi-1238	279	42	household	household	NOUN
ajebi-1238	279	43	income	income	NOUN
ajebi-1238	279	44	,	,	PUNCT
ajebi-1238	279	45	price	price	NOUN
ajebi-1238	279	46	of	of	ADP
ajebi-1238	279	47	fish	fish	NOUN
ajebi-1238	279	48	and	and	CCONJ
ajebi-1238	279	49	type	type	NOUN
ajebi-1238	279	50	of	of	ADP
ajebi-1238	279	51	fish	fish	NOUN
ajebi-1238	279	52	reared	rear	VERB
ajebi-1238	279	53	had	have	VERB
ajebi-1238	279	54	significant	significant	ADJ
ajebi-1238	279	55	influence	influence	NOUN
ajebi-1238	279	56	on	on	ADP
ajebi-1238	279	57	farmers	farmer	NOUN
ajebi-1238	279	58	’	'	PUNCT
ajebi-1238	279	59	choice	choice	NOUN
ajebi-1238	279	60	of	of	ADP
ajebi-1238	279	61	market	market	NOUN
ajebi-1238	279	62	channel	channel	NOUN
ajebi-1238	279	63	.	.	PUNCT
ajebi-1238	280	1	conclusion	conclusion	NOUN
ajebi-1238	280	2	the	the	DET
ajebi-1238	280	3	study	study	NOUN
ajebi-1238	280	4	found	find	VERB
ajebi-1238	280	5	that	that	SCONJ
ajebi-1238	280	6	brokers	broker	NOUN
ajebi-1238	280	7	had	have	VERB
ajebi-1238	280	8	the	the	DET
ajebi-1238	280	9	most	most	ADV
ajebi-1238	280	10	significant	significant	ADJ
ajebi-1238	280	11	impact	impact	NOUN
ajebi-1238	280	12	on	on	ADP
ajebi-1238	280	13	rice	rice	NOUN
ajebi-1238	280	14	marketing	marketing	NOUN
ajebi-1238	280	15	channels	channel	NOUN
ajebi-1238	280	16	in	in	ADP
ajebi-1238	280	17	the	the	DET
ajebi-1238	280	18	mwea	mwea	PROPN
ajebi-1238	280	19	irrigation	irrigation	NOUN
ajebi-1238	280	20	scheme	scheme	NOUN
ajebi-1238	280	21	,	,	PUNCT
ajebi-1238	280	22	and	and	CCONJ
ajebi-1238	280	23	that	that	SCONJ
ajebi-1238	280	24	rice	rice	NOUN
ajebi-1238	280	25	supply	supply	NOUN
ajebi-1238	280	26	chains	chain	NOUN
ajebi-1238	280	27	can	can	AUX
ajebi-1238	280	28	be	be	AUX
ajebi-1238	280	29	improved	improve	VERB
ajebi-1238	280	30	through	through	ADP
ajebi-1238	280	31	digital	digital	ADJ
ajebi-1238	280	32	agriculture	agriculture	NOUN
ajebi-1238	280	33	platforms	platform	NOUN
ajebi-1238	280	34	.	.	PUNCT
ajebi-1238	281	1	education	education	NOUN
ajebi-1238	281	2	,	,	PUNCT
ajebi-1238	281	3	marketing	marketing	NOUN
ajebi-1238	281	4	groups	group	NOUN
ajebi-1238	281	5	,	,	PUNCT
ajebi-1238	281	6	distance	distance	NOUN
ajebi-1238	281	7	to	to	ADP
ajebi-1238	281	8	market	market	NOUN
ajebi-1238	281	9	,	,	PUNCT
ajebi-1238	281	10	and	and	CCONJ
ajebi-1238	281	11	age	age	NOUN
ajebi-1238	281	12	of	of	ADP
ajebi-1238	281	13	household	household	NOUN
ajebi-1238	281	14	were	be	AUX
ajebi-1238	281	15	found	find	VERB
ajebi-1238	281	16	to	to	PART
ajebi-1238	281	17	affect	affect	VERB
ajebi-1238	281	18	farmers	farmer	NOUN
ajebi-1238	281	19	’	’	PART
ajebi-1238	281	20	choice	choice	NOUN
ajebi-1238	281	21	in	in	ADP
ajebi-1238	281	22	rice	rice	NOUN
ajebi-1238	281	23	marketing	marketing	NOUN
ajebi-1238	281	24	channels	channel	NOUN
ajebi-1238	281	25	.	.	PUNCT
ajebi-1238	282	1	the	the	DET
ajebi-1238	282	2	study	study	NOUN
ajebi-1238	282	3	also	also	ADV
ajebi-1238	282	4	noted	note	VERB
ajebi-1238	282	5	that	that	SCONJ
ajebi-1238	282	6	rice	rice	NOUN
ajebi-1238	282	7	marketing	marketing	NOUN
ajebi-1238	282	8	relies	rely	VERB
ajebi-1238	282	9	on	on	ADP
ajebi-1238	282	10	private	private	ADJ
ajebi-1238	282	11	and	and	CCONJ
ajebi-1238	282	12	cooperative	cooperative	ADJ
ajebi-1238	282	13	services	service	NOUN
ajebi-1238	282	14	for	for	ADP
ajebi-1238	282	15	storage	storage	NOUN
ajebi-1238	282	16	and	and	CCONJ
ajebi-1238	282	17	milling	milling	NOUN
ajebi-1238	282	18	due	due	ADP
ajebi-1238	282	19	to	to	ADP
ajebi-1238	282	20	farmers	farmer	NOUN
ajebi-1238	282	21	’	'	PUNCT
ajebi-1238	282	22	limited	limited	ADJ
ajebi-1238	282	23	assets	asset	NOUN
ajebi-1238	282	24	,	,	PUNCT
ajebi-1238	282	25	and	and	CCONJ
ajebi-1238	282	26	that	that	SCONJ
ajebi-1238	282	27	the	the	DET
ajebi-1238	282	28	private	private	ADJ
ajebi-1238	282	29	sector	sector	NOUN
ajebi-1238	282	30	improves	improve	VERB
ajebi-1238	282	31	production	production	NOUN
ajebi-1238	282	32	and	and	CCONJ
ajebi-1238	282	33	marketing	marketing	NOUN
ajebi-1238	282	34	through	through	ADP
ajebi-1238	282	35	horizontal	horizontal	ADJ
ajebi-1238	282	36	or	or	CCONJ
ajebi-1238	282	37	vertical	vertical	ADJ
ajebi-1238	282	38	integration	integration	NOUN
ajebi-1238	282	39	.	.	PUNCT
ajebi-1238	283	1	recommendations	recommendation	NOUN
ajebi-1238	283	2	the	the	DET
ajebi-1238	283	3	study	study	NOUN
ajebi-1238	283	4	recommends	recommend	VERB
ajebi-1238	283	5	that	that	SCONJ
ajebi-1238	283	6	the	the	DET
ajebi-1238	283	7	management	management	NOUN
ajebi-1238	283	8	of	of	ADP
ajebi-1238	283	9	rice	rice	NOUN
ajebi-1238	283	10	farming	farming	NOUN
ajebi-1238	283	11	in	in	ADP
ajebi-1238	283	12	mwea	mwea	ADJ
ajebi-1238	283	13	irrigation	irrigation	NOUN
ajebi-1238	283	14	scheme	scheme	NOUN
ajebi-1238	283	15	take	take	NOUN
ajebi-1238	283	16	control	control	NOUN
ajebi-1238	283	17	of	of	ADP
ajebi-1238	283	18	the	the	DET
ajebi-1238	283	19	marketing	marketing	NOUN
ajebi-1238	283	20	channels	channel	NOUN
ajebi-1238	283	21	to	to	PART
ajebi-1238	283	22	protect	protect	VERB
ajebi-1238	283	23	farmers	farmer	NOUN
ajebi-1238	283	24	from	from	ADP
ajebi-1238	283	25	brokers	broker	NOUN
ajebi-1238	283	26	who	who	PRON
ajebi-1238	283	27	take	take	VERB
ajebi-1238	283	28	advantage	advantage	NOUN
ajebi-1238	283	29	of	of	ADP
ajebi-1238	283	30	them	they	PRON
ajebi-1238	283	31	.	.	PUNCT
ajebi-1238	284	1	it	it	PRON
ajebi-1238	284	2	suggests	suggest	VERB
ajebi-1238	284	3	regulation	regulation	NOUN
ajebi-1238	284	4	to	to	PART
ajebi-1238	284	5	control	control	VERB
ajebi-1238	284	6	the	the	DET
ajebi-1238	284	7	operations	operation	NOUN
ajebi-1238	284	8	of	of	ADP
ajebi-1238	284	9	brokers	broker	NOUN
ajebi-1238	284	10	,	,	PUNCT
ajebi-1238	284	11	who	who	PRON
ajebi-1238	284	12	play	play	VERB
ajebi-1238	284	13	a	a	DET
ajebi-1238	284	14	crucial	crucial	ADJ
ajebi-1238	284	15	role	role	NOUN
ajebi-1238	284	16	in	in	ADP
ajebi-1238	284	17	the	the	DET
ajebi-1238	284	18	rice	rice	NOUN
ajebi-1238	284	19	marketing	marketing	NOUN
ajebi-1238	284	20	channel	channel	NOUN
ajebi-1238	284	21	.	.	PUNCT
ajebi-1238	285	1	the	the	DET
ajebi-1238	285	2	study	study	NOUN
ajebi-1238	285	3	recommends	recommend	VERB
ajebi-1238	285	4	better	well	ADJ
ajebi-1238	285	5	storage	storage	NOUN
ajebi-1238	285	6	/	/	SYM
ajebi-1238	285	7	warehouse	warehouse	NOUN
ajebi-1238	285	8	plans	plan	NOUN
ajebi-1238	285	9	to	to	PART
ajebi-1238	285	10	reduce	reduce	VERB
ajebi-1238	285	11	marketing	marketing	NOUN
ajebi-1238	285	12	costs	cost	NOUN
ajebi-1238	285	13	,	,	PUNCT
ajebi-1238	285	14	and	and	CCONJ
ajebi-1238	285	15	more	more	ADJ
ajebi-1238	285	16	research	research	NOUN
ajebi-1238	285	17	on	on	ADP
ajebi-1238	285	18	the	the	DET
ajebi-1238	285	19	use	use	NOUN
ajebi-1238	285	20	of	of	ADP
ajebi-1238	285	21	husks	husk	NOUN
ajebi-1238	285	22	and	and	CCONJ
ajebi-1238	285	23	straws	straw	NOUN
ajebi-1238	285	24	for	for	ADP
ajebi-1238	285	25	bioenergy	bioenergy	NOUN
ajebi-1238	285	26	and	and	CCONJ
ajebi-1238	285	27	carbon	carbon	NOUN
ajebi-1238	285	28	sequestration	sequestration	NOUN
ajebi-1238	285	29	.	.	PUNCT
ajebi-1238	286	1	additionally	additionally	ADV
ajebi-1238	286	2	,	,	PUNCT
ajebi-1238	286	3	it	it	PRON
ajebi-1238	286	4	suggests	suggest	VERB
ajebi-1238	286	5	that	that	SCONJ
ajebi-1238	286	6	research	research	NOUN
ajebi-1238	286	7	on	on	ADP
ajebi-1238	286	8	water	water	NOUN
ajebi-1238	286	9	availability	availability	NOUN
ajebi-1238	286	10	in	in	ADP
ajebi-1238	286	11	other	other	ADJ
ajebi-1238	286	12	rice	rice	NOUN
ajebi-1238	286	13	-	-	PUNCT
ajebi-1238	286	14	growing	grow	VERB
ajebi-1238	286	15	areas	area	NOUN
ajebi-1238	286	16	in	in	ADP
ajebi-1238	286	17	kenya	kenya	PROPN
ajebi-1238	286	18	is	be	AUX
ajebi-1238	286	19	important	important	ADJ
ajebi-1238	286	20	for	for	ADP
ajebi-1238	286	21	improving	improve	VERB
ajebi-1238	286	22	marketing	marketing	NOUN
ajebi-1238	286	23	channel	channel	NOUN
ajebi-1238	286	24	choices	choice	NOUN
ajebi-1238	286	25	and	and	CCONJ
ajebi-1238	286	26	overall	overall	ADJ
ajebi-1238	286	27	rice	rice	NOUN
ajebi-1238	286	28	farming	farming	NOUN
ajebi-1238	286	29	quality	quality	NOUN
ajebi-1238	286	30	and	and	CCONJ
ajebi-1238	286	31	profitability	profitability	NOUN
ajebi-1238	286	32	.	.	PUNCT
ajebi-1238	287	1	references	reference	NOUN
ajebi-1238	287	2	akwaa	akwaa	NOUN
ajebi-1238	287	3	-	-	PUNCT
ajebi-1238	287	4	sekyi	sekyi	NOUN
ajebi-1238	287	5	,	,	PUNCT
ajebi-1238	287	6	k.	k.	PROPN
ajebi-1238	287	7	(	(	PUNCT
ajebi-1238	287	8	2013	2013	NUM
ajebi-1238	287	9	)	)	PUNCT
ajebi-1238	287	10	.	.	PUNCT
ajebi-1238	288	1	the	the	DET
ajebi-1238	288	2	impact	impact	NOUN
ajebi-1238	288	3	of	of	ADP
ajebi-1238	288	4	microfinance	microfinance	NOUN
ajebi-1238	288	5	on	on	ADP
ajebi-1238	288	6	farmers	farmer	NOUN
ajebi-1238	288	7	’	’	PART
ajebi-1238	288	8	welfare	welfare	NOUN
ajebi-1238	288	9	and	and	CCONJ
ajebi-1238	288	10	agricultural	agricultural	ADJ
ajebi-1238	288	11	production	production	NOUN
ajebi-1238	288	12	:	:	PUNCT
ajebi-1238	288	13	evidence	evidence	NOUN
ajebi-1238	288	14	from	from	ADP
ajebi-1238	288	15	rural	rural	ADJ
ajebi-1238	288	16	ghana	ghana	PROPN
ajebi-1238	288	17	.	.	PUNCT
ajebi-1238	289	1	journal	journal	PROPN
ajebi-1238	289	2	of	of	ADP
ajebi-1238	289	3	development	development	NOUN
ajebi-1238	289	4	studies	study	NOUN
ajebi-1238	289	5	,	,	PUNCT
ajebi-1238	289	6	49(1	49(1	NOUN
ajebi-1238	289	7	)	)	PUNCT
ajebi-1238	289	8	,	,	PUNCT
ajebi-1238	289	9	1	1	NUM
ajebi-1238	289	10	-	-	SYM
ajebi-1238	289	11	19	19	NUM
ajebi-1238	289	12	.	.	PUNCT
ajebi-1238	289	13	atera	atera	NOUN
ajebi-1238	289	14	,	,	PUNCT
ajebi-1238	289	15	e.	e.	PROPN
ajebi-1238	289	16	a.	a.	PROPN
ajebi-1238	289	17	,	,	PUNCT
ajebi-1238	289	18	onyancha	onyancha	PROPN
ajebi-1238	289	19	,	,	PUNCT
ajebi-1238	289	20	f.	f.	PROPN
ajebi-1238	289	21	n.	n.	PROPN
ajebi-1238	289	22	,	,	PUNCT
ajebi-1238	289	23	&	&	CCONJ
ajebi-1238	289	24	majiwa	majiwa	PROPN
ajebi-1238	289	25	,	,	PUNCT
ajebi-1238	289	26	e.	e.	PROPN
ajebi-1238	289	27	b.	b.	PROPN
ajebi-1238	289	28	(	(	PUNCT
ajebi-1238	289	29	2018	2018	NUM
ajebi-1238	289	30	)	)	PUNCT
ajebi-1238	289	31	.	.	PUNCT
ajebi-1238	290	1	production	production	NOUN
ajebi-1238	290	2	and	and	CCONJ
ajebi-1238	290	3	marketing	marketing	NOUN
ajebi-1238	290	4	of	of	ADP
ajebi-1238	290	5	rice	rice	NOUN
ajebi-1238	290	6	in	in	ADP
ajebi-1238	290	7	kenya	kenya	PROPN
ajebi-1238	290	8	:	:	PUNCT
ajebi-1238	290	9	challenges	challenge	NOUN
ajebi-1238	290	10	and	and	CCONJ
ajebi-1238	290	11	opportunities	opportunity	NOUN
ajebi-1238	290	12	.	.	PUNCT
ajebi-1238	291	1	journal	journal	NOUN
ajebi-1238	291	2	of	of	ADP
ajebi-1238	291	3	development	development	NOUN
ajebi-1238	291	4	and	and	CCONJ
ajebi-1238	291	5	agricultural	agricultural	ADJ
ajebi-1238	291	6	economics	economic	NOUN
ajebi-1238	291	7	,	,	PUNCT
ajebi-1238	291	8	10(3	10(3	NUM
ajebi-1238	291	9	)	)	PUNCT
ajebi-1238	291	10	,	,	PUNCT
ajebi-1238	291	11	64	64	NUM
ajebi-1238	291	12	-	-	SYM
ajebi-1238	291	13	70	70	NUM
ajebi-1238	291	14	.	.	PUNCT
ajebi-1238	292	1	chalwe	chalwe	PROPN
ajebi-1238	292	2	,	,	PUNCT
ajebi-1238	292	3	v.	v.	PROPN
ajebi-1238	292	4	(	(	PUNCT
ajebi-1238	292	5	2015	2015	NUM
ajebi-1238	292	6	)	)	PUNCT
ajebi-1238	292	7	.	.	PUNCT
ajebi-1238	293	1	factors	factor	NOUN
ajebi-1238	293	2	influencing	influence	VERB
ajebi-1238	293	3	bean	bean	NOUN
ajebi-1238	293	4	producers	producer	NOUN
ajebi-1238	293	5	’	’	PART
ajebi-1238	293	6	decision	decision	NOUN
ajebi-1238	293	7	to	to	PART
ajebi-1238	293	8	sell	sell	VERB
ajebi-1238	293	9	and	and	CCONJ
ajebi-1238	293	10	choice	choice	NOUN
ajebi-1238	293	11	of	of	ADP
ajebi-1238	293	12	marketing	marketing	NOUN
ajebi-1238	293	13	channels	channel	NOUN
ajebi-1238	293	14	in	in	ADP
ajebi-1238	293	15	zambia	zambia	PROPN
ajebi-1238	293	16	.	.	PUNCT
ajebi-1238	294	1	journal	journal	PROPN
ajebi-1238	294	2	of	of	ADP
ajebi-1238	294	3	agriculture	agriculture	NOUN
ajebi-1238	294	4	and	and	CCONJ
ajebi-1238	294	5	environment	environment	NOUN
ajebi-1238	294	6	for	for	ADP
ajebi-1238	294	7	international	international	ADJ
ajebi-1238	294	8	development	development	NOUN
ajebi-1238	294	9	,	,	PUNCT
ajebi-1238	294	10	109(3	109(3	NUM
ajebi-1238	294	11	)	)	PUNCT
ajebi-1238	294	12	,	,	PUNCT
ajebi-1238	294	13	519	519	NUM
ajebi-1238	294	14	-	-	SYM
ajebi-1238	294	15	534	534	NUM
ajebi-1238	294	16	.	.	PUNCT
ajebi-1238	295	1	emana	emana	PROPN
ajebi-1238	295	2	,	,	PUNCT
ajebi-1238	295	3	b.	b.	PROPN
ajebi-1238	295	4	,	,	PUNCT
ajebi-1238	295	5	&	&	CCONJ
ajebi-1238	295	6	gebremedhin	gebremedhin	PROPN
ajebi-1238	295	7	,	,	PUNCT
ajebi-1238	295	8	b.	b.	PROPN
ajebi-1238	295	9	(	(	PUNCT
ajebi-1238	295	10	2007	2007	NUM
ajebi-1238	295	11	)	)	PUNCT
ajebi-1238	295	12	.	.	PUNCT
ajebi-1238	296	1	market	market	NOUN
ajebi-1238	296	2	chain	chain	NOUN
ajebi-1238	296	3	analysis	analysis	NOUN
ajebi-1238	296	4	of	of	ADP
ajebi-1238	296	5	horticultural	horticultural	ADJ
ajebi-1238	296	6	crops	crop	NOUN
ajebi-1238	296	7	in	in	ADP
ajebi-1238	296	8	ethiopia	ethiopia	PROPN
ajebi-1238	296	9	.	.	PUNCT
ajebi-1238	297	1	journal	journal	PROPN
ajebi-1238	297	2	of	of	ADP
ajebi-1238	297	3	agriculture	agriculture	NOUN
ajebi-1238	297	4	and	and	CCONJ
ajebi-1238	297	5	environment	environment	NOUN
ajebi-1238	297	6	for	for	ADP
ajebi-1238	297	7	international	international	ADJ
ajebi-1238	297	8	development	development	NOUN
ajebi-1238	297	9	,	,	PUNCT
ajebi-1238	297	10	101(3	101(3	NUM
ajebi-1238	297	11	)	)	PUNCT
ajebi-1238	297	12	,	,	PUNCT
ajebi-1238	297	13	369	369	NUM
ajebi-1238	297	14	-	-	SYM
ajebi-1238	297	15	386	386	NUM
ajebi-1238	297	16	.	.	PUNCT
ajebi-1238	297	17	food	food	NOUN
ajebi-1238	297	18	and	and	CCONJ
ajebi-1238	297	19	agriculture	agriculture	NOUN
ajebi-1238	297	20	organization	organization	NOUN
ajebi-1238	297	21	of	of	ADP
ajebi-1238	297	22	the	the	DET
ajebi-1238	297	23	united	united	PROPN
ajebi-1238	297	24	nations	nations	PROPN
ajebi-1238	297	25	.	.	PUNCT
ajebi-1238	298	1	(	(	PUNCT
ajebi-1238	298	2	2017	2017	NUM
ajebi-1238	298	3	)	)	PUNCT
ajebi-1238	298	4	.	.	PUNCT
ajebi-1238	299	1	rice	rice	NOUN
ajebi-1238	299	2	agriculture	agriculture	PROPN
ajebi-1238	299	3	worldwide	worldwide	ADV
ajebi-1238	299	4	.	.	PUNCT
ajebi-1238	300	1	government	government	NOUN
ajebi-1238	300	2	of	of	ADP
ajebi-1238	300	3	kenya	kenya	PROPN
ajebi-1238	300	4	.	.	PUNCT
ajebi-1238	301	1	(	(	PUNCT
ajebi-1238	301	2	2030	2030	NUM
ajebi-1238	301	3	)	)	PUNCT
ajebi-1238	301	4	.	.	PUNCT
ajebi-1238	302	1	national	national	PROPN
ajebi-1238	302	2	rice	rice	PROPN
ajebi-1238	302	3	development	development	NOUN
ajebi-1238	302	4	strategy	strategy	NOUN
ajebi-1238	302	5	.	.	PUNCT
ajebi-1238	303	1	kenya	kenya	PROPN
ajebi-1238	303	2	vision	vision	PROPN
ajebi-1238	303	3	2030	2030	NUM
ajebi-1238	303	4	.	.	PUNCT
ajebi-1238	304	1	jaleta	jaleta	PROPN
ajebi-1238	304	2	,	,	PUNCT
ajebi-1238	304	3	m.	m.	NOUN
ajebi-1238	304	4	(	(	PUNCT
ajebi-1238	304	5	2007	2007	NUM
ajebi-1238	304	6	)	)	PUNCT
ajebi-1238	304	7	.	.	PUNCT
ajebi-1238	305	1	constraints	constraint	NOUN
ajebi-1238	305	2	and	and	CCONJ
ajebi-1238	305	3	opportunities	opportunity	NOUN
ajebi-1238	305	4	for	for	ADP
ajebi-1238	305	5	agricultural	agricultural	ADJ
ajebi-1238	305	6	commercialization	commercialization	NOUN
ajebi-1238	305	7	in	in	ADP
ajebi-1238	305	8	ethiopia	ethiopia	PROPN
ajebi-1238	305	9	:	:	PUNCT
ajebi-1238	305	10	the	the	DET
ajebi-1238	305	11	case	case	NOUN
ajebi-1238	305	12	of	of	ADP
ajebi-1238	305	13	smallholder	smallholder	NOUN
ajebi-1238	305	14	farmers	farmer	NOUN
ajebi-1238	305	15	in	in	ADP
ajebi-1238	305	16	the	the	DET
ajebi-1238	305	17	highlands	highlands	PROPN
ajebi-1238	305	18	.	.	PROPN
ajebi-1238	306	1	journal	journal	PROPN
ajebi-1238	306	2	of	of	ADP
ajebi-1238	306	3	agricultural	agricultural	ADJ
ajebi-1238	306	4	economics	economic	NOUN
ajebi-1238	306	5	,	,	PUNCT
ajebi-1238	306	6	58(3	58(3	NUM
ajebi-1238	306	7	)	)	PUNCT
ajebi-1238	306	8	,	,	PUNCT
ajebi-1238	306	9	427	427	NUM
ajebi-1238	306	10	-	-	SYM
ajebi-1238	306	11	443	443	NUM
ajebi-1238	306	12	.	.	PUNCT
ajebi-1238	307	1	kenya	kenya	PROPN
ajebi-1238	307	2	bureau	bureau	PROPN
ajebi-1238	307	3	of	of	ADP
ajebi-1238	307	4	statistics	statistic	NOUN
ajebi-1238	307	5	.	.	PUNCT
ajebi-1238	308	1	(	(	PUNCT
ajebi-1238	308	2	2017	2017	NUM
ajebi-1238	308	3	)	)	PUNCT
ajebi-1238	308	4	.	.	PUNCT
ajebi-1238	309	1	rice	rice	NOUN
ajebi-1238	309	2	consumption	consumption	NOUN
ajebi-1238	309	3	in	in	ADP
ajebi-1238	309	4	kenya	kenya	PROPN
ajebi-1238	309	5	.	.	PUNCT
ajebi-1238	310	1	kothari	kothari	PROPN
ajebi-1238	310	2	,	,	PUNCT
ajebi-1238	310	3	c.	c.	PROPN
ajebi-1238	310	4	r.	r.	PROPN
ajebi-1238	310	5	(	(	PUNCT
ajebi-1238	310	6	2011	2011	NUM
ajebi-1238	310	7	)	)	PUNCT
ajebi-1238	310	8	.	.	PUNCT
ajebi-1238	311	1	research	research	NOUN
ajebi-1238	311	2	methodology	methodology	NOUN
ajebi-1238	311	3	:	:	PUNCT
ajebi-1238	311	4	methods	method	NOUN
ajebi-1238	311	5	and	and	CCONJ
ajebi-1238	311	6	techniques	technique	NOUN
ajebi-1238	311	7	.	.	PUNCT
ajebi-1238	312	1	new	new	ADJ
ajebi-1238	312	2	age	age	NOUN
ajebi-1238	312	3	international	international	ADJ
ajebi-1238	312	4	publishers	publisher	NOUN
ajebi-1238	312	5	.	.	PUNCT
ajebi-1238	313	1	mati	mati	PROPN
ajebi-1238	313	2	,	,	PUNCT
ajebi-1238	313	3	j.	j.	PROPN
ajebi-1238	313	4	,	,	PUNCT
ajebi-1238	313	5	kamau	kamau	PROPN
ajebi-1238	313	6	,	,	PUNCT
ajebi-1238	313	7	d.	d.	PROPN
ajebi-1238	313	8	,	,	PUNCT
ajebi-1238	313	9	gacheru	gacheru	PROPN
ajebi-1238	313	10	,	,	PUNCT
ajebi-1238	313	11	s.	s.	PROPN
ajebi-1238	313	12	&	&	CCONJ
ajebi-1238	313	13	karanja	karanja	PROPN
ajebi-1238	313	14	,	,	PUNCT
ajebi-1238	313	15	n.	n.	PROPN
ajebi-1238	313	16	(	(	PUNCT
ajebi-1238	313	17	2016	2016	NUM
ajebi-1238	313	18	)	)	PUNCT
ajebi-1238	313	19	.	.	PUNCT
ajebi-1238	314	1	government	government	NOUN
ajebi-1238	314	2	structure	structure	NOUN
ajebi-1238	314	3	and	and	CCONJ
ajebi-1238	314	4	mechanisms	mechanism	NOUN
ajebi-1238	314	5	for	for	ADP
ajebi-1238	314	6	agriculture	agriculture	NOUN
ajebi-1238	314	7	sector	sector	NOUN
ajebi-1238	314	8	management	management	NOUN
ajebi-1238	314	9	in	in	ADP
ajebi-1238	314	10	kenya	kenya	PROPN
ajebi-1238	314	11	.	.	PUNCT
ajebi-1238	315	1	journal	journal	PROPN
ajebi-1238	315	2	of	of	ADP
ajebi-1238	315	3	agriculture	agriculture	NOUN
ajebi-1238	315	4	and	and	CCONJ
ajebi-1238	315	5	rural	rural	ADJ
ajebi-1238	315	6	development	development	NOUN
ajebi-1238	315	7	,	,	PUNCT
ajebi-1238	315	8	52(2	52(2	NUM
ajebi-1238	315	9	)	)	PUNCT
ajebi-1238	315	10	,	,	PUNCT
ajebi-1238	315	11	123	123	NUM
ajebi-1238	315	12	-	-	SYM
ajebi-1238	315	13	139	139	NUM
ajebi-1238	315	14	.	.	PUNCT
ajebi-1238	316	1	mburu	mburu	NOUN
ajebi-1238	316	2	,	,	PUNCT
ajebi-1238	316	3	m.	m.	NOUN
ajebi-1238	316	4	,	,	PUNCT
ajebi-1238	316	5	okeyo	okeyo	NOUN
ajebi-1238	316	6	,	,	PUNCT
ajebi-1238	316	7	a.	a.	NOUN
ajebi-1238	316	8	m.	m.	NOUN
ajebi-1238	316	9	,	,	PUNCT
ajebi-1238	316	10	&	&	CCONJ
ajebi-1238	316	11	wanyama	wanyama	PROPN
ajebi-1238	316	12	,	,	PUNCT
ajebi-1238	316	13	j.	j.	PROPN
ajebi-1238	316	14	(	(	PUNCT
ajebi-1238	316	15	2017	2017	NUM
ajebi-1238	316	16	)	)	PUNCT
ajebi-1238	316	17	.	.	PUNCT
ajebi-1238	317	1	factors	factor	NOUN
ajebi-1238	317	2	influencing	influence	VERB
ajebi-1238	317	3	farmers	farmer	NOUN
ajebi-1238	317	4	’	'	PUNCT
ajebi-1238	317	5	choice	choice	NOUN
ajebi-1238	317	6	of	of	ADP
ajebi-1238	317	7	milk	milk	NOUN
ajebi-1238	317	8	marketing	marketing	NOUN
ajebi-1238	317	9	channels	channel	NOUN
ajebi-1238	317	10	in	in	ADP
ajebi-1238	317	11	central	central	ADJ
ajebi-1238	317	12	kenya	kenya	PROPN
ajebi-1238	317	13	.	.	PUNCT
ajebi-1238	318	1	journal	journal	PROPN
ajebi-1238	318	2	of	of	ADP
ajebi-1238	318	3	agriculture	agriculture	NOUN
ajebi-1238	318	4	and	and	CCONJ
ajebi-1238	318	5	environment	environment	NOUN
ajebi-1238	318	6	for	for	ADP
ajebi-1238	318	7	international	international	ADJ
ajebi-1238	318	8	development	development	NOUN
ajebi-1238	318	9	,	,	PUNCT
ajebi-1238	318	10	111(3	111(3	NUM
ajebi-1238	318	11	)	)	PUNCT
ajebi-1238	318	12	,	,	PUNCT
ajebi-1238	318	13	479494	479494	NUM
ajebi-1238	318	14	.	.	PUNCT
ajebi-1238	319	1	ministry	ministry	PROPN
ajebi-1238	319	2	of	of	ADP
ajebi-1238	319	3	agriculture	agriculture	PROPN
ajebi-1238	319	4	.	.	PUNCT
ajebi-1238	320	1	(	(	PUNCT
ajebi-1238	320	2	2017	2017	NUM
ajebi-1238	320	3	)	)	PUNCT
ajebi-1238	320	4	.	.	PUNCT
ajebi-1238	321	1	mwea	mwea	PROPN
ajebi-1238	321	2	irrigation	irrigation	NOUN
ajebi-1238	321	3	scheme	scheme	NOUN
ajebi-1238	321	4	:	:	PUNCT
ajebi-1238	321	5	acreage	acreage	NOUN
ajebi-1238	321	6	and	and	CCONJ
ajebi-1238	321	7	production	production	NOUN
ajebi-1238	321	8	.	.	PUNCT
ajebi-1238	322	1	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	322	2	pa	pa	PROPN
ajebi-1238	322	3	ge	ge	PROPN
ajebi-1238	322	4	38	38	NUM
ajebi-1238	322	5	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM
ajebi-1238	322	6	am	am	NOUN
ajebi-1238	322	7	.	.	PUNCT
ajebi-1238	323	1	j.	j.	PROPN
ajebi-1238	323	2	econ	econ	PROPN
ajebi-1238	323	3	.	.	PUNCT
ajebi-1238	323	4	bus	bus	PROPN
ajebi-1238	323	5	.	.	PUNCT
ajebi-1238	324	1	innov	innov	PROPN
ajebi-1238	324	2	.	.	PUNCT
ajebi-1238	325	1	2(1	2(1	NUM
ajebi-1238	325	2	)	)	PUNCT
ajebi-1238	325	3	29	29	NUM
ajebi-1238	325	4	-	-	SYM
ajebi-1238	325	5	38	38	NUM
ajebi-1238	325	6	,	,	PUNCT
ajebi-1238	325	7	2023	2023	NUM
ajebi-1238	325	8	ministry	ministry	NOUN
ajebi-1238	325	9	of	of	ADP
ajebi-1238	325	10	agriculture	agriculture	PROPN
ajebi-1238	325	11	.	.	PUNCT
ajebi-1238	326	1	(	(	PUNCT
ajebi-1238	326	2	2018	2018	NUM
ajebi-1238	326	3	)	)	PUNCT
ajebi-1238	326	4	.	.	PUNCT
ajebi-1238	327	1	per	per	ADP
ajebi-1238	327	2	capita	capita	X
ajebi-1238	327	3	rice	rice	NOUN
ajebi-1238	327	4	consumption	consumption	NOUN
ajebi-1238	327	5	in	in	ADP
ajebi-1238	327	6	kenya	kenya	PROPN
ajebi-1238	327	7	.	.	PUNCT
ajebi-1238	328	1	mugenda	mugenda	ADJ
ajebi-1238	328	2	,	,	PUNCT
ajebi-1238	328	3	o.	o.	NOUN
ajebi-1238	328	4	m.	m.	NOUN
ajebi-1238	328	5	,	,	PUNCT
ajebi-1238	328	6	&	&	CCONJ
ajebi-1238	328	7	mugenda	mugenda	ADJ
ajebi-1238	328	8	,	,	PUNCT
ajebi-1238	328	9	a.	a.	NOUN
ajebi-1238	328	10	g.	g.	PROPN
ajebi-1238	328	11	(	(	PUNCT
ajebi-1238	328	12	2003	2003	NUM
ajebi-1238	328	13	)	)	PUNCT
ajebi-1238	328	14	.	.	PUNCT
ajebi-1238	329	1	research	research	NOUN
ajebi-1238	329	2	methods	method	NOUN
ajebi-1238	329	3	:	:	PUNCT
ajebi-1238	329	4	quantitative	quantitative	ADJ
ajebi-1238	329	5	and	and	CCONJ
ajebi-1238	329	6	qualitative	qualitative	ADJ
ajebi-1238	329	7	approaches	approach	NOUN
ajebi-1238	329	8	.	.	PUNCT
ajebi-1238	330	1	act	act	NOUN
ajebi-1238	330	2	publishers	publisher	NOUN
ajebi-1238	330	3	.	.	PUNCT
ajebi-1238	331	1	musila	musila	PROPN
ajebi-1238	331	2	,	,	PUNCT
ajebi-1238	331	3	r.	r.	PROPN
ajebi-1238	331	4	n.	n.	PROPN
ajebi-1238	331	5	,	,	PUNCT
ajebi-1238	331	6	sibiya	sibiya	PROPN
ajebi-1238	331	7	,	,	PUNCT
ajebi-1238	331	8	j.	j.	PROPN
ajebi-1238	331	9	,	,	PUNCT
ajebi-1238	331	10	derera	derera	PROPN
ajebi-1238	331	11	,	,	PUNCT
ajebi-1238	331	12	j.	j.	PROPN
ajebi-1238	331	13	,	,	PUNCT
ajebi-1238	331	14	kimani	kimani	PROPN
ajebi-1238	331	15	,	,	PUNCT
ajebi-1238	331	16	j.	j.	PROPN
ajebi-1238	331	17	m.	m.	PROPN
ajebi-1238	331	18	,	,	PUNCT
ajebi-1238	331	19	tongoona	tongoona	PROPN
ajebi-1238	331	20	,	,	PUNCT
ajebi-1238	331	21	p.	p.	NOUN
ajebi-1238	331	22	,	,	PUNCT
ajebi-1238	331	23	&	&	CCONJ
ajebi-1238	331	24	danda	danda	PROPN
ajebi-1238	331	25	,	,	PUNCT
ajebi-1238	331	26	k.	k.	PROPN
ajebi-1238	331	27	(	(	PUNCT
ajebi-1238	331	28	2018	2018	NUM
ajebi-1238	331	29	)	)	PUNCT
ajebi-1238	331	30	.	.	PUNCT
ajebi-1238	332	1	farmers	farmer	NOUN
ajebi-1238	332	2	’	’	PART
ajebi-1238	332	3	perceptions	perception	NOUN
ajebi-1238	332	4	of	of	ADP
ajebi-1238	332	5	,	,	PUNCT
ajebi-1238	332	6	and	and	CCONJ
ajebi-1238	332	7	preferred	preferred	ADJ
ajebi-1238	332	8	traits	trait	NOUN
ajebi-1238	332	9	in	in	ADP
ajebi-1238	332	10	rice	rice	NOUN
ajebi-1238	332	11	varieties	variety	NOUN
ajebi-1238	332	12	in	in	ADP
ajebi-1238	332	13	the	the	DET
ajebi-1238	332	14	coastal	coastal	ADJ
ajebi-1238	332	15	region	region	NOUN
ajebi-1238	332	16	of	of	ADP
ajebi-1238	332	17	kenya	kenya	PROPN
ajebi-1238	332	18	and	and	CCONJ
ajebi-1238	332	19	their	their	PRON
ajebi-1238	332	20	implications	implication	NOUN
ajebi-1238	332	21	for	for	ADP
ajebi-1238	332	22	breeding	breeding	NOUN
ajebi-1238	332	23	.	.	PUNCT
ajebi-1238	333	1	journal	journal	PROPN
ajebi-1238	333	2	of	of	ADP
ajebi-1238	333	3	international	international	ADJ
ajebi-1238	333	4	cooperation	cooperation	NOUN
ajebi-1238	333	5	for	for	ADP
ajebi-1238	333	6	agricultural	agricultural	ADJ
ajebi-1238	333	7	development	development	NOUN
ajebi-1238	333	8	,	,	PUNCT
ajebi-1238	333	9	16	16	NUM
ajebi-1238	333	10	,	,	PUNCT
ajebi-1238	333	11	20	20	NUM
ajebi-1238	333	12	-	-	SYM
ajebi-1238	333	13	30	30	NUM
ajebi-1238	333	14	.	.	PUNCT
ajebi-1238	334	1	national	national	ADJ
ajebi-1238	334	2	irrigation	irrigation	PROPN
ajebi-1238	334	3	authority	authority	NOUN
ajebi-1238	334	4	(	(	PUNCT
ajebi-1238	334	5	nia	nia	PROPN
ajebi-1238	334	6	)	)	PUNCT
ajebi-1238	334	7	.	.	PUNCT
ajebi-1238	335	1	(	(	PUNCT
ajebi-1238	335	2	2020	2020	NUM
ajebi-1238	335	3	)	)	PUNCT
ajebi-1238	335	4	.	.	PUNCT
ajebi-1238	336	1	acreage	acreage	NOUN
ajebi-1238	336	2	and	and	CCONJ
ajebi-1238	336	3	households	household	NOUN
ajebi-1238	336	4	in	in	ADP
ajebi-1238	336	5	irrigation	irrigation	NOUN
ajebi-1238	336	6	schemes	scheme	NOUN
ajebi-1238	336	7	.	.	PUNCT
ajebi-1238	337	1	national	national	ADJ
ajebi-1238	337	2	irrigation	irrigation	PROPN
ajebi-1238	337	3	authority	authority	PROPN
ajebi-1238	337	4	ndegwa	ndegwa	PROPN
ajebi-1238	337	5	,	,	PUNCT
ajebi-1238	337	6	m.	m.	PROPN
ajebi-1238	337	7	w.	w.	PROPN
ajebi-1238	337	8	(	(	PUNCT
ajebi-1238	337	9	2018	2018	NUM
ajebi-1238	337	10	)	)	PUNCT
ajebi-1238	337	11	.	.	PUNCT
ajebi-1238	338	1	economic	economic	ADJ
ajebi-1238	338	2	status	status	NOUN
ajebi-1238	338	3	of	of	ADP
ajebi-1238	338	4	rice	rice	NOUN
ajebi-1238	338	5	farmers	farmer	NOUN
ajebi-1238	338	6	in	in	ADP
ajebi-1238	338	7	mwea	mwea	PROPN
ajebi-1238	338	8	irrigation	irrigation	NOUN
ajebi-1238	338	9	scheme	scheme	NOUN
ajebi-1238	338	10	.	.	PUNCT
ajebi-1238	339	1	international	international	ADJ
ajebi-1238	339	2	journal	journal	NOUN
ajebi-1238	339	3	of	of	ADP
ajebi-1238	339	4	advances	advance	NOUN
ajebi-1238	339	5	in	in	ADP
ajebi-1238	339	6	management	management	NOUN
ajebi-1238	339	7	and	and	CCONJ
ajebi-1238	339	8	economics	economic	NOUN
ajebi-1238	339	9	,	,	PUNCT
ajebi-1238	339	10	3(1	3(1	NUM
ajebi-1238	339	11	)	)	PUNCT
ajebi-1238	339	12	,	,	PUNCT
ajebi-1238	339	13	133	133	NUM
ajebi-1238	339	14	-	-	SYM
ajebi-1238	339	15	148	148	NUM
ajebi-1238	339	16	.	.	PUNCT
ajebi-1238	340	1	nyaga	nyaga	PROPN
ajebi-1238	340	2	,	,	PUNCT
ajebi-1238	340	3	j.	j.	PROPN
ajebi-1238	340	4	,	,	PUNCT
ajebi-1238	340	5	nyikal	nyikal	PROPN
ajebi-1238	340	6	,	,	PUNCT
ajebi-1238	340	7	r.	r.	PROPN
ajebi-1238	340	8	n.	n.	PROPN
ajebi-1238	340	9	,	,	PUNCT
ajebi-1238	340	10	&	&	CCONJ
ajebi-1238	340	11	busienei	busienei	PROPN
ajebi-1238	340	12	,	,	PUNCT
ajebi-1238	340	13	j.	j.	PROPN
ajebi-1238	340	14	r.	r.	PROPN
ajebi-1238	340	15	(	(	PUNCT
ajebi-1238	340	16	2016	2016	NUM
ajebi-1238	340	17	)	)	PUNCT
ajebi-1238	340	18	.	.	PUNCT
ajebi-1238	341	1	september	september	PROPN
ajebi-1238	341	2	(	(	PUNCT
ajebi-1238	341	3	23	23	NUM
ajebi-1238	341	4	-	-	SYM
ajebi-1238	341	5	26	26	NUM
ajebi-1238	341	6	)	)	PUNCT
ajebi-1238	341	7	.	.	PUNCT
ajebi-1238	342	1	factors	factor	NOUN
ajebi-1238	342	2	influencing	influence	VERB
ajebi-1238	342	3	the	the	DET
ajebi-1238	342	4	choice	choice	NOUN
ajebi-1238	342	5	of	of	ADP
ajebi-1238	342	6	marketing	marketing	NOUN
ajebi-1238	342	7	channel	channel	NOUN
ajebi-1238	342	8	by	by	ADP
ajebi-1238	342	9	fish	fish	NOUN
ajebi-1238	342	10	farmers	farmer	NOUN
ajebi-1238	342	11	in	in	ADP
ajebi-1238	342	12	kirinyaga	kirinyaga	NOUN
ajebi-1238	342	13	county	county	NOUN
ajebi-1238	343	1	[	[	X
ajebi-1238	343	2	poster	poster	NOUN
ajebi-1238	343	3	presentation].the	presentation].the	DET
ajebi-1238	343	4	african	african	PROPN
ajebi-1238	343	5	association	association	PROPN
ajebi-1238	343	6	of	of	ADP
ajebi-1238	343	7	agricultural	agricultural	ADJ
ajebi-1238	343	8	economists	economist	NOUN
ajebi-1238	343	9	2016	2016	NUM
ajebi-1238	343	10	5th	5th	ADJ
ajebi-1238	343	11	international	international	ADJ
ajebi-1238	343	12	conference	conference	NOUN
ajebi-1238	343	13	,	,	PUNCT
ajebi-1238	343	14	addis	addis	PROPN
ajebi-1238	343	15	ababa	ababa	PROPN
ajebi-1238	343	16	,	,	PUNCT
ajebi-1238	343	17	ethiopia	ethiopia	PROPN
ajebi-1238	343	18	.	.	PUNCT
ajebi-1238	344	1	ogunleye	ogunleye	PROPN
ajebi-1238	344	2	,	,	PUNCT
ajebi-1238	344	3	o.	o.	NOUN
ajebi-1238	344	4	a.	a.	PROPN
ajebi-1238	344	5	,	,	PUNCT
ajebi-1238	344	6	&	&	CCONJ
ajebi-1238	344	7	oladeji	oladeji	PROPN
ajebi-1238	344	8	,	,	PUNCT
ajebi-1238	344	9	a.	a.	NOUN
ajebi-1238	344	10	a.	a.	NOUN
ajebi-1238	344	11	(	(	PUNCT
ajebi-1238	344	12	2017	2017	NUM
ajebi-1238	344	13	)	)	PUNCT
ajebi-1238	344	14	.	.	PUNCT
ajebi-1238	345	1	factors	factor	NOUN
ajebi-1238	345	2	influencing	influence	VERB
ajebi-1238	345	3	the	the	DET
ajebi-1238	345	4	choice	choice	NOUN
ajebi-1238	345	5	of	of	ADP
ajebi-1238	345	6	marketing	marketing	NOUN
ajebi-1238	345	7	channels	channel	NOUN
ajebi-1238	345	8	by	by	ADP
ajebi-1238	345	9	cocoa	cocoa	NOUN
ajebi-1238	345	10	farmers	farmer	NOUN
ajebi-1238	345	11	in	in	ADP
ajebi-1238	345	12	ekiti	ekiti	PROPN
ajebi-1238	345	13	state	state	PROPN
ajebi-1238	345	14	,	,	PUNCT
ajebi-1238	345	15	nigeria	nigeria	PROPN
ajebi-1238	345	16	.	.	PUNCT
ajebi-1238	346	1	journal	journal	PROPN
ajebi-1238	346	2	of	of	ADP
ajebi-1238	346	3	agriculture	agriculture	PROPN
ajebi-1238	346	4	and	and	CCONJ
ajebi-1238	346	5	environmental	environmental	ADJ
ajebi-1238	346	6	sciences	science	NOUN
ajebi-1238	346	7	,	,	PUNCT
ajebi-1238	346	8	6(3	6(3	NUM
ajebi-1238	346	9	)	)	PUNCT
ajebi-1238	346	10	,	,	PUNCT
ajebi-1238	346	11	1	1	NUM
ajebi-1238	346	12	-	-	SYM
ajebi-1238	346	13	8	8	NUM
ajebi-1238	346	14	.	.	PUNCT
ajebi-1238	347	1	serade	serade	PROPN
ajebi-1238	347	2	,	,	PUNCT
ajebi-1238	347	3	s.	s.	PROPN
ajebi-1238	347	4	,	,	PUNCT
ajebi-1238	347	5	kimani	kimani	PROPN
ajebi-1238	347	6	,	,	PUNCT
ajebi-1238	347	7	j.	j.	PROPN
ajebi-1238	347	8	,	,	PUNCT
ajebi-1238	347	9	&	&	CCONJ
ajebi-1238	347	10	mwangi	mwangi	PROPN
ajebi-1238	347	11	,	,	PUNCT
ajebi-1238	347	12	w.	w.	PROPN
ajebi-1238	347	13	(	(	PUNCT
ajebi-1238	347	14	2015	2015	NUM
ajebi-1238	347	15	)	)	PUNCT
ajebi-1238	347	16	.	.	PUNCT
ajebi-1238	348	1	the	the	DET
ajebi-1238	348	2	role	role	NOUN
ajebi-1238	348	3	of	of	ADP
ajebi-1238	348	4	the	the	DET
ajebi-1238	348	5	national	national	ADJ
ajebi-1238	348	6	cereals	cereal	NOUN
ajebi-1238	348	7	and	and	CCONJ
ajebi-1238	348	8	produce	produce	VERB
ajebi-1238	348	9	board	board	NOUN
ajebi-1238	348	10	in	in	ADP
ajebi-1238	348	11	the	the	DET
ajebi-1238	348	12	rice	rice	NOUN
ajebi-1238	348	13	market	market	NOUN
ajebi-1238	348	14	in	in	ADP
ajebi-1238	348	15	kenya	kenya	PROPN
ajebi-1238	348	16	.	.	PUNCT
ajebi-1238	349	1	journal	journal	PROPN
ajebi-1238	349	2	of	of	ADP
ajebi-1238	349	3	agriculture	agriculture	NOUN
ajebi-1238	349	4	and	and	CCONJ
ajebi-1238	349	5	trade	trade	NOUN
ajebi-1238	349	6	,	,	PUNCT
ajebi-1238	349	7	45(2	45(2	NOUN
ajebi-1238	349	8	)	)	PUNCT
ajebi-1238	349	9	,	,	PUNCT
ajebi-1238	349	10	156	156	NUM
ajebi-1238	349	11	-	-	SYM
ajebi-1238	349	12	174	174	NUM
ajebi-1238	349	13	.	.	PUNCT
ajebi-1238	350	1	serede	serede	PROPN
ajebi-1238	350	2	,	,	PUNCT
ajebi-1238	350	3	i.	i.	PROPN
ajebi-1238	350	4	j.	j.	PROPN
ajebi-1238	350	5	,	,	PUNCT
ajebi-1238	350	6	mutua	mutua	PROPN
ajebi-1238	350	7	,	,	PUNCT
ajebi-1238	350	8	b.	b.	PROPN
ajebi-1238	350	9	m.	m.	PROPN
ajebi-1238	350	10	,	,	PUNCT
ajebi-1238	350	11	&	&	CCONJ
ajebi-1238	350	12	raude	raude	NOUN
ajebi-1238	350	13	,	,	PUNCT
ajebi-1238	350	14	j.	j.	PROPN
ajebi-1238	350	15	m.	m.	PROPN
ajebi-1238	350	16	(	(	PUNCT
ajebi-1238	350	17	2015	2015	NUM
ajebi-1238	350	18	)	)	PUNCT
ajebi-1238	350	19	.	.	PUNCT
ajebi-1238	351	1	calibration	calibration	NOUN
ajebi-1238	351	2	of	of	ADP
ajebi-1238	351	3	channel	channel	NOUN
ajebi-1238	351	4	roughness	roughness	NOUN
ajebi-1238	351	5	coefficient	coefficient	NOUN
ajebi-1238	351	6	for	for	ADP
ajebi-1238	351	7	thiba	thiba	ADJ
ajebi-1238	351	8	main	main	ADJ
ajebi-1238	351	9	canal	canal	NOUN
ajebi-1238	351	10	reach	reach	VERB
ajebi-1238	351	11	in	in	ADP
ajebi-1238	351	12	mwea	mwea	ADJ
ajebi-1238	351	13	irrigation	irrigation	NOUN
ajebi-1238	351	14	scheme	scheme	NOUN
ajebi-1238	351	15	,	,	PUNCT
ajebi-1238	351	16	kenya	kenya	PROPN
ajebi-1238	351	17	.	.	PUNCT
ajebi-1238	352	1	hydrology	hydrology	PROPN
ajebi-1238	352	2	,	,	PUNCT
ajebi-1238	352	3	3(6	3(6	NUM
ajebi-1238	352	4	)	)	PUNCT
ajebi-1238	352	5	,	,	PUNCT
ajebi-1238	352	6	55	55	NUM
ajebi-1238	352	7	-	-	SYM
ajebi-1238	352	8	65	65	NUM
ajebi-1238	352	9	.	.	PUNCT
ajebi-1238	353	1	smith	smith	PROPN
ajebi-1238	353	2	,	,	PUNCT
ajebi-1238	353	3	a.	a.	NOUN
ajebi-1238	353	4	(	(	PUNCT
ajebi-1238	353	5	1770	1770	NUM
ajebi-1238	353	6	)	)	PUNCT
ajebi-1238	353	7	.	.	PUNCT
ajebi-1238	354	1	the	the	DET
ajebi-1238	354	2	wealth	wealth	NOUN
ajebi-1238	354	3	of	of	ADP
ajebi-1238	354	4	nations	nation	NOUN
ajebi-1238	354	5	.	.	PUNCT
ajebi-1238	355	1	penguin	penguin	NOUN
ajebi-1238	355	2	classics	classic	NOUN
ajebi-1238	355	3	.	.	PUNCT
ajebi-1238	356	1	talhelm	talhelm	NOUN
ajebi-1238	356	2	,	,	PUNCT
ajebi-1238	356	3	t.	t.	PROPN
ajebi-1238	356	4	,	,	PUNCT
ajebi-1238	356	5	&	&	CCONJ
ajebi-1238	356	6	oishi	oishi	PROPN
ajebi-1238	356	7	,	,	PUNCT
ajebi-1238	356	8	s.	s.	PROPN
ajebi-1238	356	9	(	(	PUNCT
ajebi-1238	356	10	2018	2018	NUM
ajebi-1238	356	11	)	)	PUNCT
ajebi-1238	356	12	.	.	PUNCT
ajebi-1238	357	1	how	how	SCONJ
ajebi-1238	357	2	rice	rice	NOUN
ajebi-1238	357	3	farming	farming	NOUN
ajebi-1238	357	4	shaped	shape	VERB
ajebi-1238	357	5	culture	culture	NOUN
ajebi-1238	357	6	in	in	ADP
ajebi-1238	357	7	southern	southern	ADJ
ajebi-1238	357	8	china	china	PROPN
ajebi-1238	357	9	.	.	PUNCT
ajebi-1238	358	1	in	in	ADP
ajebi-1238	358	2	a.	a.	PROPN
ajebi-1238	358	3	k.	k.	PROPN
ajebi-1238	358	4	uskul	uskul	PROPN
ajebi-1238	358	5	&	&	CCONJ
ajebi-1238	358	6	s.	s.	PROPN
ajebi-1238	358	7	oishi	oishi	PROPN
ajebi-1238	358	8	(	(	PUNCT
ajebi-1238	358	9	eds	eds	PROPN
ajebi-1238	358	10	.	.	PUNCT
ajebi-1238	358	11	)	)	PUNCT
ajebi-1238	358	12	,	,	PUNCT
ajebi-1238	358	13	socioeconomic	socioeconomic	ADJ
ajebi-1238	358	14	environment	environment	NOUN
ajebi-1238	358	15	and	and	CCONJ
ajebi-1238	358	16	human	human	ADJ
ajebi-1238	358	17	psychology	psychology	NOUN
ajebi-1238	358	18	(	(	PUNCT
ajebi-1238	358	19	53–76	53–76	NUM
ajebi-1238	358	20	)	)	PUNCT
ajebi-1238	358	21	.	.	PUNCT
ajebi-1238	359	1	oxford	oxford	PROPN
ajebi-1238	359	2	university	university	PROPN
ajebi-1238	359	3	press	press	NOUN
ajebi-1238	359	4	.	.	PUNCT
ajebi-1238	360	1	tanaka	tanaka	PROPN
ajebi-1238	360	2	,	,	PUNCT
ajebi-1238	360	3	a.	a.	PROPN
ajebi-1238	360	4	,	,	PUNCT
ajebi-1238	360	5	johnson	johnson	PROPN
ajebi-1238	360	6	,	,	PUNCT
ajebi-1238	360	7	j.	j.	PROPN
ajebi-1238	360	8	m.	m.	PROPN
ajebi-1238	360	9	,	,	PUNCT
ajebi-1238	360	10	senthilkumar	senthilkumar	PROPN
ajebi-1238	360	11	,	,	PUNCT
ajebi-1238	360	12	k.	k.	PROPN
ajebi-1238	360	13	,	,	PUNCT
ajebi-1238	360	14	akakpo	akakpo	PROPN
ajebi-1238	360	15	,	,	PUNCT
ajebi-1238	360	16	c.	c.	NOUN
ajebi-1238	360	17	,	,	PUNCT
ajebi-1238	360	18	segda	segda	NOUN
ajebi-1238	360	19	,	,	PUNCT
ajebi-1238	360	20	z.	z.	PROPN
ajebi-1238	360	21	,	,	PUNCT
ajebi-1238	360	22	yameogo	yameogo	PROPN
ajebi-1238	360	23	,	,	PUNCT
ajebi-1238	360	24	l.	l.	PROPN
ajebi-1238	360	25	p.	p.	PROPN
ajebi-1238	360	26	...	...	PUNCT
ajebi-1238	360	27	&	&	CCONJ
ajebi-1238	360	28	bayuh	bayuh	PROPN
ajebi-1238	360	29	,	,	PUNCT
ajebi-1238	360	30	b.	b.	PROPN
ajebi-1238	360	31	a.	a.	PROPN
ajebi-1238	360	32	(	(	PUNCT
ajebi-1238	360	33	2017	2017	NUM
ajebi-1238	360	34	)	)	PUNCT
ajebi-1238	360	35	.	.	PUNCT
ajebi-1238	361	1	on	on	ADP
ajebi-1238	361	2	-	-	PUNCT
ajebi-1238	361	3	farm	farm	NOUN
ajebi-1238	361	4	rice	rice	NOUN
ajebi-1238	361	5	yield	yield	NOUN
ajebi-1238	361	6	and	and	CCONJ
ajebi-1238	361	7	its	its	PRON
ajebi-1238	361	8	association	association	NOUN
ajebi-1238	361	9	with	with	ADP
ajebi-1238	361	10	biophysical	biophysical	ADJ
ajebi-1238	361	11	factors	factor	NOUN
ajebi-1238	361	12	in	in	ADP
ajebi-1238	361	13	sub	sub	ADJ
ajebi-1238	361	14	-	-	ADJ
ajebi-1238	361	15	saharan	saharan	ADJ
ajebi-1238	361	16	africa	africa	PROPN
ajebi-1238	361	17	.	.	PUNCT
ajebi-1238	362	1	european	european	PROPN
ajebi-1238	362	2	journal	journal	PROPN
ajebi-1238	362	3	of	of	ADP
ajebi-1238	362	4	agronomy	agronomy	NOUN
ajebi-1238	362	5	,	,	PUNCT
ajebi-1238	362	6	85	85	NUM
ajebi-1238	362	7	,	,	PUNCT
ajebi-1238	362	8	1	1	NUM
ajebi-1238	362	9	-	-	SYM
ajebi-1238	362	10	11	11	NUM
ajebi-1238	362	11	.	.	PUNCT
ajebi-1238	363	1	wojciech	wojciech	NOUN
ajebi-1238	363	2	,	,	PUNCT
ajebi-1238	363	3	d.	d.	PROPN
ajebi-1238	363	4	,	,	PUNCT
ajebi-1238	363	5	smith	smith	PROPN
ajebi-1238	363	6	,	,	PUNCT
ajebi-1238	363	7	d.	d.	PROPN
ajebi-1238	363	8	,	,	PUNCT
ajebi-1238	363	9	&	&	CCONJ
ajebi-1238	363	10	dabney	dabney	PROPN
ajebi-1238	363	11	,	,	PUNCT
ajebi-1238	363	12	c.	c.	PROPN
ajebi-1238	363	13	(	(	PUNCT
ajebi-1238	363	14	2013	2013	NUM
ajebi-1238	363	15	)	)	PUNCT
ajebi-1238	363	16	.	.	PUNCT
ajebi-1238	364	1	marketing	marketing	NOUN
ajebi-1238	364	2	portfolio	portfolio	NOUN
ajebi-1238	364	3	choices	choice	NOUN
ajebi-1238	364	4	by	by	ADP
ajebi-1238	364	5	independent	independent	ADJ
ajebi-1238	364	6	peach	peach	NOUN
ajebi-1238	364	7	growers	grower	NOUN
ajebi-1238	364	8	.	.	PUNCT
ajebi-1238	365	1	journal	journal	PROPN
ajebi-1238	365	2	of	of	ADP
ajebi-1238	365	3	agriculture	agriculture	NOUN
ajebi-1238	365	4	and	and	CCONJ
ajebi-1238	365	5	applied	apply	VERB
ajebi-1238	365	6	economics	economic	NOUN
ajebi-1238	365	7	,	,	PUNCT
ajebi-1238	365	8	45(4	45(4	NUM
ajebi-1238	365	9	)	)	PUNCT
ajebi-1238	365	10	,	,	PUNCT
ajebi-1238	365	11	589604	589604	NUM
ajebi-1238	365	12	.	.	PUNCT
ajebi-1238	366	1	yamane	yamane	PROPN
ajebi-1238	366	2	,	,	PUNCT
ajebi-1238	366	3	t.	t.	PROPN
ajebi-1238	366	4	(	(	PUNCT
ajebi-1238	366	5	1967	1967	NUM
ajebi-1238	366	6	)	)	PUNCT
ajebi-1238	366	7	.	.	PUNCT
ajebi-1238	367	1	statistics	statistic	NOUN
ajebi-1238	367	2	:	:	PUNCT
ajebi-1238	367	3	an	an	DET
ajebi-1238	367	4	introductory	introductory	ADJ
ajebi-1238	367	5	analysis	analysis	NOUN
ajebi-1238	367	6	.	.	PUNCT
ajebi-1238	368	1	harper	harper	NOUN
ajebi-1238	368	2	&	&	CCONJ
ajebi-1238	368	3	row	row	PROPN
ajebi-1238	368	4	.	.	PUNCT
ajebi-1238	369	1	https://journals.e-palli.com/home/index.php/ajebi	https://journals.e-palli.com/home/index.php/ajebi	NUM