id	sid	tid	token	lemma	pos
ajoaa-1276	1	1	effect	effect	NOUN
ajoaa-1276	1	2	of	of	ADP
ajoaa-1276	1	3	selected	select	VERB
ajoaa-1276	1	4	insecticide	insecticide	NOUN
ajoaa-1276	1	5	on	on	ADP
ajoaa-1276	1	6	whitefly	whitefly	NOUN
ajoaa-1276	1	7	(	(	PUNCT
ajoaa-1276	1	8	bemisia	bemisia	NOUN
ajoaa-1276	1	9	tabaci	tabaci	NOUN
ajoaa-1276	1	10	)	)	PUNCT
ajoaa-1276	1	11	infesting	infest	VERB
ajoaa-1276	1	12	brinjal	brinjal	NOUN
ajoaa-1276	1	13	plants	plant	NOUN
ajoaa-1276	1	14	484	484	NUM
ajoaa-1276	1	15	smallholder	smallholder	NOUN
ajoaa-1276	1	16	cocoa	cocoa	NOUN
ajoaa-1276	1	17	farmers	farmer	NOUN
ajoaa-1276	1	18	access	access	NOUN
ajoaa-1276	1	19	to	to	ADP
ajoaa-1276	1	20	on	on	ADP
ajoaa-1276	1	21	/	/	SYM
ajoaa-1276	1	22	off	off	ADP
ajoaa-1276	1	23	-	-	PUNCT
ajoaa-1276	1	24	farm	farm	NOUN
ajoaa-1276	1	25	support	support	NOUN
ajoaa-1276	1	26	services	service	NOUN
ajoaa-1276	1	27	and	and	CCONJ
ajoaa-1276	1	28	its	its	PRON
ajoaa-1276	1	29	contribution	contribution	NOUN
ajoaa-1276	1	30	to	to	PART
ajoaa-1276	1	31	output	output	VERB
ajoaa-1276	1	32	in	in	ADP
ajoaa-1276	1	33	the	the	DET
ajoaa-1276	1	34	eastern	eastern	ADJ
ajoaa-1276	1	35	region	region	NOUN
ajoaa-1276	1	36	of	of	ADP
ajoaa-1276	1	37	ghana	ghana	PROPN
ajoaa-1276	1	38	justina	justina	PROPN
ajoaa-1276	1	39	a.	a.	PROPN
ajoaa-1276	1	40	onumah	onumah	PROPN
ajoaa-1276	1	41	,	,	PUNCT
ajoaa-1276	1	42	portia	portia	PROPN
ajoaa-1276	1	43	adade	adade	PROPN
ajoaa-1276	1	44	williams	williams	PROPN
ajoaa-1276	1	45	,	,	PUNCT
ajoaa-1276	1	46	wilhelmina	wilhelmina	PROPN
ajoaa-1276	1	47	quaye	quaye	PROPN
ajoaa-1276	1	48	and	and	CCONJ
ajoaa-1276	1	49	mavis	mavis	PROPN
ajoaa-1276	1	50	akuffobea	akuffobea	PROPN
ajoaa-1276	1	51	csir	csir	NOUN
ajoaa-1276	1	52	-	-	PUNCT
ajoaa-1276	1	53	science	science	NOUN
ajoaa-1276	1	54	and	and	CCONJ
ajoaa-1276	1	55	technology	technology	NOUN
ajoaa-1276	1	56	policy	policy	NOUN
ajoaa-1276	1	57	research	research	NOUN
ajoaa-1276	1	58	institute	institute	PROPN
ajoaa-1276	1	59	,	,	PUNCT
ajoaa-1276	1	60	accra	accra	PROPN
ajoaa-1276	1	61	,	,	PUNCT
ajoaa-1276	1	62	ghana	ghana	PROPN
ajoaa-1276	1	63	edward	edward	PROPN
ajoaa-1276	1	64	,	,	PUNCT
ajoaa-1276	1	65	e.	e.	PROPN
ajoaa-1276	1	66	onumah	onumah	PROPN
ajoaa-1276	1	67	department	department	PROPN
ajoaa-1276	1	68	of	of	ADP
ajoaa-1276	1	69	agricultural	agricultural	ADJ
ajoaa-1276	1	70	economics	economic	NOUN
ajoaa-1276	1	71	and	and	CCONJ
ajoaa-1276	1	72	agribusiness	agribusiness	NOUN
ajoaa-1276	1	73	,	,	PUNCT
ajoaa-1276	1	74	university	university	NOUN
ajoaa-1276	1	75	of	of	ADP
ajoaa-1276	1	76	ghana	ghana	PROPN
ajoaa-1276	1	77	,	,	PUNCT
ajoaa-1276	1	78	legon	legon	PROPN
ajoaa-1276	1	79	,	,	PUNCT
ajoaa-1276	1	80	accra	accra	PROPN
ajoaa-1276	1	81	,	,	PUNCT
ajoaa-1276	1	82	ghana	ghana	PROPN
ajoaa-1276	1	83	abstract	abstract	PROPN
ajoaa-1276	1	84	it	it	PRON
ajoaa-1276	1	85	has	have	AUX
ajoaa-1276	1	86	been	be	AUX
ajoaa-1276	1	87	established	establish	VERB
ajoaa-1276	1	88	that	that	SCONJ
ajoaa-1276	1	89	smallholder	smallholder	NOUN
ajoaa-1276	1	90	farmers	farmer	NOUN
ajoaa-1276	1	91	have	have	VERB
ajoaa-1276	1	92	minimal	minimal	ADJ
ajoaa-1276	1	93	access	access	NOUN
ajoaa-1276	1	94	to	to	ADP
ajoaa-1276	1	95	various	various	ADJ
ajoaa-1276	1	96	support	support	NOUN
ajoaa-1276	1	97	services	service	NOUN
ajoaa-1276	1	98	that	that	PRON
ajoaa-1276	1	99	would	would	AUX
ajoaa-1276	1	100	have	have	AUX
ajoaa-1276	1	101	otherwise	otherwise	ADV
ajoaa-1276	1	102	enabled	enable	VERB
ajoaa-1276	1	103	them	they	PRON
ajoaa-1276	1	104	to	to	PART
ajoaa-1276	1	105	increase	increase	VERB
ajoaa-1276	1	106	their	their	PRON
ajoaa-1276	1	107	output	output	NOUN
ajoaa-1276	1	108	levels	level	NOUN
ajoaa-1276	1	109	.	.	PUNCT
ajoaa-1276	2	1	the	the	DET
ajoaa-1276	2	2	focus	focus	NOUN
ajoaa-1276	2	3	of	of	ADP
ajoaa-1276	2	4	this	this	DET
ajoaa-1276	2	5	paper	paper	NOUN
ajoaa-1276	2	6	is	be	AUX
ajoaa-1276	2	7	to	to	PART
ajoaa-1276	2	8	identify	identify	VERB
ajoaa-1276	2	9	and	and	CCONJ
ajoaa-1276	2	10	quantify	quantify	VERB
ajoaa-1276	2	11	the	the	DET
ajoaa-1276	2	12	impact	impact	NOUN
ajoaa-1276	2	13	of	of	ADP
ajoaa-1276	2	14	various	various	ADJ
ajoaa-1276	2	15	support	support	NOUN
ajoaa-1276	2	16	services	service	NOUN
ajoaa-1276	2	17	on	on	ADP
ajoaa-1276	2	18	the	the	DET
ajoaa-1276	2	19	production	production	NOUN
ajoaa-1276	2	20	levels	level	NOUN
ajoaa-1276	2	21	of	of	ADP
ajoaa-1276	2	22	cocoa	cocoa	NOUN
ajoaa-1276	2	23	in	in	ADP
ajoaa-1276	2	24	the	the	DET
ajoaa-1276	2	25	eastern	eastern	ADJ
ajoaa-1276	2	26	region	region	NOUN
ajoaa-1276	2	27	of	of	ADP
ajoaa-1276	2	28	ghana	ghana	PROPN
ajoaa-1276	2	29	.	.	PUNCT
ajoaa-1276	3	1	a	a	DET
ajoaa-1276	3	2	cross	cross	ADJ
ajoaa-1276	3	3	sectional	sectional	ADJ
ajoaa-1276	3	4	survey	survey	NOUN
ajoaa-1276	3	5	of	of	ADP
ajoaa-1276	3	6	190	190	NUM
ajoaa-1276	3	7	cocoa	cocoa	NOUN
ajoaa-1276	3	8	farmers	farmer	NOUN
ajoaa-1276	3	9	was	be	AUX
ajoaa-1276	3	10	obtained	obtain	VERB
ajoaa-1276	3	11	using	use	VERB
ajoaa-1276	3	12	a	a	DET
ajoaa-1276	3	13	two	two	NUM
ajoaa-1276	3	14	-	-	PUNCT
ajoaa-1276	3	15	stage	stage	NOUN
ajoaa-1276	3	16	sampling	sampling	NOUN
ajoaa-1276	3	17	technique	technique	NOUN
ajoaa-1276	3	18	(	(	PUNCT
ajoaa-1276	3	19	purposive	purposive	NOUN
ajoaa-1276	3	20	and	and	CCONJ
ajoaa-1276	3	21	random	random	ADJ
ajoaa-1276	3	22	)	)	PUNCT
ajoaa-1276	3	23	.	.	PUNCT
ajoaa-1276	4	1	descriptive	descriptive	ADJ
ajoaa-1276	4	2	statistics	statistic	NOUN
ajoaa-1276	4	3	and	and	CCONJ
ajoaa-1276	4	4	an	an	DET
ajoaa-1276	4	5	ols	ol	NOUN
ajoaa-1276	4	6	regression	regression	NOUN
ajoaa-1276	4	7	model	model	NOUN
ajoaa-1276	4	8	were	be	AUX
ajoaa-1276	4	9	used	use	VERB
ajoaa-1276	4	10	to	to	PART
ajoaa-1276	4	11	analyse	analyse	VERB
ajoaa-1276	4	12	and	and	CCONJ
ajoaa-1276	4	13	discuss	discuss	VERB
ajoaa-1276	4	14	the	the	DET
ajoaa-1276	4	15	results	result	NOUN
ajoaa-1276	4	16	of	of	ADP
ajoaa-1276	4	17	the	the	DET
ajoaa-1276	4	18	study	study	NOUN
ajoaa-1276	4	19	.	.	PUNCT
ajoaa-1276	5	1	the	the	DET
ajoaa-1276	5	2	various	various	ADJ
ajoaa-1276	5	3	support	support	NOUN
ajoaa-1276	5	4	services	service	NOUN
ajoaa-1276	5	5	identified	identify	VERB
ajoaa-1276	5	6	included	include	VERB
ajoaa-1276	5	7	labour	labour	NOUN
ajoaa-1276	5	8	services	service	NOUN
ajoaa-1276	5	9	,	,	PUNCT
ajoaa-1276	5	10	financial	financial	ADJ
ajoaa-1276	5	11	services	service	NOUN
ajoaa-1276	5	12	,	,	PUNCT
ajoaa-1276	5	13	technical	technical	ADJ
ajoaa-1276	5	14	assistance	assistance	NOUN
ajoaa-1276	5	15	,	,	PUNCT
ajoaa-1276	5	16	farmer	farmer	NOUN
ajoaa-1276	5	17	group	group	NOUN
ajoaa-1276	5	18	support	support	NOUN
ajoaa-1276	5	19	services	service	NOUN
ajoaa-1276	5	20	,	,	PUNCT
ajoaa-1276	5	21	research	research	NOUN
ajoaa-1276	5	22	and	and	CCONJ
ajoaa-1276	5	23	development	development	NOUN
ajoaa-1276	5	24	(	(	PUNCT
ajoaa-1276	5	25	r&d	r&d	NOUN
ajoaa-1276	5	26	)	)	PUNCT
ajoaa-1276	5	27	institutional	institutional	ADJ
ajoaa-1276	5	28	support	support	NOUN
ajoaa-1276	5	29	services	service	NOUN
ajoaa-1276	5	30	,	,	PUNCT
ajoaa-1276	5	31	extension	extension	NOUN
ajoaa-1276	5	32	services	service	NOUN
ajoaa-1276	5	33	and	and	CCONJ
ajoaa-1276	5	34	input	input	NOUN
ajoaa-1276	5	35	support	support	NOUN
ajoaa-1276	5	36	services	service	NOUN
ajoaa-1276	5	37	.	.	PUNCT
ajoaa-1276	6	1	the	the	DET
ajoaa-1276	6	2	services	service	NOUN
ajoaa-1276	6	3	that	that	PRON
ajoaa-1276	6	4	significantly	significantly	ADV
ajoaa-1276	6	5	influenced	influence	VERB
ajoaa-1276	6	6	output	output	NOUN
ajoaa-1276	6	7	levels	level	NOUN
ajoaa-1276	6	8	of	of	ADP
ajoaa-1276	6	9	cocoa	cocoa	NOUN
ajoaa-1276	6	10	were	be	AUX
ajoaa-1276	6	11	extension	extension	NOUN
ajoaa-1276	6	12	services	service	NOUN
ajoaa-1276	6	13	,	,	PUNCT
ajoaa-1276	6	14	labour	labour	ADJ
ajoaa-1276	6	15	supply	supply	NOUN
ajoaa-1276	6	16	and	and	CCONJ
ajoaa-1276	6	17	technical	technical	ADJ
ajoaa-1276	6	18	assistance	assistance	NOUN
ajoaa-1276	6	19	,	,	PUNCT
ajoaa-1276	6	20	among	among	ADP
ajoaa-1276	6	21	other	other	ADJ
ajoaa-1276	6	22	variables	variable	NOUN
ajoaa-1276	6	23	including	include	VERB
ajoaa-1276	6	24	farm	farm	NOUN
ajoaa-1276	6	25	size	size	NOUN
ajoaa-1276	6	26	and	and	CCONJ
ajoaa-1276	6	27	quantity	quantity	NOUN
ajoaa-1276	6	28	of	of	ADP
ajoaa-1276	6	29	agrochemical	agrochemical	NOUN
ajoaa-1276	6	30	used	use	VERB
ajoaa-1276	6	31	.	.	PUNCT
ajoaa-1276	7	1	it	it	PRON
ajoaa-1276	7	2	is	be	AUX
ajoaa-1276	7	3	recommended	recommend	VERB
ajoaa-1276	7	4	that	that	SCONJ
ajoaa-1276	7	5	access	access	NOUN
ajoaa-1276	7	6	to	to	ADP
ajoaa-1276	7	7	these	these	DET
ajoaa-1276	7	8	support	support	NOUN
ajoaa-1276	7	9	services	service	NOUN
ajoaa-1276	7	10	be	be	AUX
ajoaa-1276	7	11	improved	improve	VERB
ajoaa-1276	7	12	in	in	ADP
ajoaa-1276	7	13	order	order	NOUN
ajoaa-1276	7	14	to	to	PART
ajoaa-1276	7	15	realise	realise	VERB
ajoaa-1276	7	16	an	an	DET
ajoaa-1276	7	17	increase	increase	NOUN
ajoaa-1276	7	18	in	in	ADP
ajoaa-1276	7	19	output	output	NOUN
ajoaa-1276	7	20	for	for	ADP
ajoaa-1276	7	21	the	the	DET
ajoaa-1276	7	22	smallholder	smallholder	NOUN
ajoaa-1276	7	23	cocoa	cocoa	NOUN
ajoaa-1276	7	24	farmer	farmer	NOUN
ajoaa-1276	7	25	.	.	PUNCT
ajoaa-1276	8	1	keywords	keyword	NOUN
ajoaa-1276	8	2	:	:	PUNCT
ajoaa-1276	8	3	smallholder	smallholder	NOUN
ajoaa-1276	8	4	,	,	PUNCT
ajoaa-1276	8	5	cocoa	cocoa	NOUN
ajoaa-1276	8	6	,	,	PUNCT
ajoaa-1276	8	7	support	support	NOUN
ajoaa-1276	8	8	services	service	NOUN
ajoaa-1276	8	9	,	,	PUNCT
ajoaa-1276	8	10	ghana	ghana	PROPN
ajoaa-1276	8	11	introduction	introduction	NOUN
ajoaa-1276	8	12	1	1	NUM
ajoaa-1276	8	13	most	most	ADV
ajoaa-1276	8	14	developing	develop	VERB
ajoaa-1276	8	15	countries	country	NOUN
ajoaa-1276	8	16	are	be	AUX
ajoaa-1276	8	17	pursuing	pursue	VERB
ajoaa-1276	8	18	their	their	PRON
ajoaa-1276	8	19	comparative	comparative	ADJ
ajoaa-1276	8	20	productive	productive	ADJ
ajoaa-1276	8	21	advantage	advantage	NOUN
ajoaa-1276	8	22	to	to	PART
ajoaa-1276	8	23	foster	foster	ADJ
ajoaa-1276	8	24	growth	growth	NOUN
ajoaa-1276	8	25	in	in	ADP
ajoaa-1276	8	26	the	the	DET
ajoaa-1276	8	27	face	face	NOUN
ajoaa-1276	8	28	of	of	ADP
ajoaa-1276	8	29	rapid	rapid	ADJ
ajoaa-1276	8	30	globalization	globalization	NOUN
ajoaa-1276	8	31	and	and	CCONJ
ajoaa-1276	8	32	food	food	NOUN
ajoaa-1276	8	33	crisis	crisis	NOUN
ajoaa-1276	8	34	.	.	PUNCT
ajoaa-1276	9	1	this	this	DET
ajoaa-1276	9	2	pursuit	pursuit	NOUN
ajoaa-1276	9	3	is	be	AUX
ajoaa-1276	9	4	expected	expect	VERB
ajoaa-1276	9	5	to	to	PART
ajoaa-1276	9	6	increase	increase	VERB
ajoaa-1276	9	7	performance	performance	NOUN
ajoaa-1276	9	8	of	of	ADP
ajoaa-1276	9	9	major	major	ADJ
ajoaa-1276	9	10	commodity	commodity	NOUN
ajoaa-1276	9	11	exports	export	NOUN
ajoaa-1276	9	12	in	in	ADP
ajoaa-1276	9	13	order	order	NOUN
ajoaa-1276	9	14	to	to	PART
ajoaa-1276	9	15	generate	generate	VERB
ajoaa-1276	9	16	foreign	foreign	ADJ
ajoaa-1276	9	17	exchange	exchange	NOUN
ajoaa-1276	9	18	and	and	CCONJ
ajoaa-1276	9	19	promote	promote	VERB
ajoaa-1276	9	20	economic	economic	ADJ
ajoaa-1276	9	21	growth	growth	NOUN
ajoaa-1276	9	22	(	(	PUNCT
ajoaa-1276	9	23	nkamleu	nkamleu	VERB
ajoaa-1276	9	24	et	et	PROPN
ajoaa-1276	9	25	al	al	PROPN
ajoaa-1276	9	26	.	.	PROPN
ajoaa-1276	9	27	,	,	PUNCT
ajoaa-1276	9	28	2010	2010	NUM
ajoaa-1276	9	29	)	)	PUNCT
ajoaa-1276	9	30	.	.	PUNCT
ajoaa-1276	10	1	cocoa	cocoa	NOUN
ajoaa-1276	10	2	is	be	AUX
ajoaa-1276	10	3	one	one	NUM
ajoaa-1276	10	4	of	of	ADP
ajoaa-1276	10	5	the	the	DET
ajoaa-1276	10	6	major	major	ADJ
ajoaa-1276	10	7	foreign	foreign	ADJ
ajoaa-1276	10	8	exchange	exchange	NOUN
ajoaa-1276	10	9	earners	earner	NOUN
ajoaa-1276	10	10	for	for	ADP
ajoaa-1276	10	11	some	some	DET
ajoaa-1276	10	12	countries	country	NOUN
ajoaa-1276	10	13	in	in	ADP
ajoaa-1276	10	14	africa	africa	PROPN
ajoaa-1276	10	15	such	such	ADJ
ajoaa-1276	10	16	as	as	ADP
ajoaa-1276	10	17	ghana	ghana	PROPN
ajoaa-1276	10	18	,	,	PUNCT
ajoaa-1276	10	19	cote	cote	PROPN
ajoaa-1276	10	20	d’ivoire	d’ivoire	PROPN
ajoaa-1276	10	21	,	,	PUNCT
ajoaa-1276	10	22	nigeria	nigeria	PROPN
ajoaa-1276	10	23	,	,	PUNCT
ajoaa-1276	10	24	and	and	CCONJ
ajoaa-1276	10	25	cameroon	cameroon	PROPN
ajoaa-1276	10	26	.	.	PUNCT
ajoaa-1276	11	1	according	accord	VERB
ajoaa-1276	11	2	corresponding	correspond	VERB
ajoaa-1276	11	3	author	author	NOUN
ajoaa-1276	11	4	’s	’s	PART
ajoaa-1276	11	5	name	name	NOUN
ajoaa-1276	11	6	:	:	PUNCT
ajoaa-1276	11	7	justina	justina	PROPN
ajoaa-1276	11	8	a.	a.	PROPN
ajoaa-1276	11	9	onumah	onumah	PROPN
ajoaa-1276	11	10	email	email	NOUN
ajoaa-1276	11	11	address	address	NOUN
ajoaa-1276	11	12	:	:	PUNCT
ajoaa-1276	11	13	justina.onumah@csir-stepri.org	justina.onumah@csir-stepri.org	PROPN
ajoaa-1276	11	14	to	to	ADP
ajoaa-1276	11	15	the	the	DET
ajoaa-1276	11	16	world	world	PROPN
ajoaa-1276	11	17	cocoa	cocoa	PROPN
ajoaa-1276	11	18	foundation	foundation	PROPN
ajoaa-1276	11	19	(	(	PUNCT
ajoaa-1276	11	20	2009	2009	NUM
ajoaa-1276	11	21	)	)	PUNCT
ajoaa-1276	11	22	,	,	PUNCT
ajoaa-1276	11	23	the	the	DET
ajoaa-1276	11	24	dominant	dominant	ADJ
ajoaa-1276	11	25	supplier	supplier	NOUN
ajoaa-1276	11	26	of	of	ADP
ajoaa-1276	11	27	cocoa	cocoa	NOUN
ajoaa-1276	11	28	currently	currently	ADV
ajoaa-1276	11	29	is	be	AUX
ajoaa-1276	11	30	west	west	PROPN
ajoaa-1276	11	31	africa	africa	PROPN
ajoaa-1276	11	32	with	with	ADP
ajoaa-1276	11	33	three	three	NUM
ajoaa-1276	11	34	countries	country	NOUN
ajoaa-1276	11	35	adding	add	VERB
ajoaa-1276	11	36	up	up	ADP
ajoaa-1276	11	37	to	to	PART
ajoaa-1276	11	38	60	60	NUM
ajoaa-1276	11	39	%	%	NOUN
ajoaa-1276	11	40	of	of	ADP
ajoaa-1276	11	41	global	global	ADJ
ajoaa-1276	11	42	cocoa	cocoa	NOUN
ajoaa-1276	11	43	production	production	NOUN
ajoaa-1276	11	44	(	(	PUNCT
ajoaa-1276	11	45	cote	cote	PROPN
ajoaa-1276	11	46	d’ivoire	d’ivoire	NOUN
ajoaa-1276	11	47	;	;	PUNCT
ajoaa-1276	11	48	32	32	NUM
ajoaa-1276	11	49	%	%	NOUN
ajoaa-1276	11	50	,	,	PUNCT
ajoaa-1276	11	51	ghana	ghana	PROPN
ajoaa-1276	11	52	;	;	PUNCT
ajoaa-1276	11	53	16	16	NUM
ajoaa-1276	11	54	%	%	NOUN
ajoaa-1276	11	55	and	and	CCONJ
ajoaa-1276	11	56	nigeria	nigeria	PRON
ajoaa-1276	11	57	;	;	PUNCT
ajoaa-1276	11	58	12	12	NUM
ajoaa-1276	11	59	%	%	NOUN
ajoaa-1276	11	60	)	)	PUNCT
ajoaa-1276	11	61	.	.	PUNCT
ajoaa-1276	12	1	ghana	ghana	PROPN
ajoaa-1276	12	2	is	be	AUX
ajoaa-1276	12	3	the	the	DET
ajoaa-1276	12	4	world	world	NOUN
ajoaa-1276	12	5	’s	’s	PART
ajoaa-1276	12	6	second	second	ADV
ajoaa-1276	12	7	largest	large	ADJ
ajoaa-1276	12	8	supplier	supplier	NOUN
ajoaa-1276	12	9	of	of	ADP
ajoaa-1276	12	10	cocoa	cocoa	NOUN
ajoaa-1276	12	11	.	.	PUNCT
ajoaa-1276	13	1	it	it	PRON
ajoaa-1276	13	2	is	be	AUX
ajoaa-1276	13	3	important	important	ADJ
ajoaa-1276	13	4	to	to	PART
ajoaa-1276	13	5	note	note	VERB
ajoaa-1276	13	6	that	that	SCONJ
ajoaa-1276	13	7	,	,	PUNCT
ajoaa-1276	13	8	approximately	approximately	ADV
ajoaa-1276	13	9	86	86	NUM
ajoaa-1276	13	10	%	%	NOUN
ajoaa-1276	13	11	of	of	ADP
ajoaa-1276	13	12	the	the	DET
ajoaa-1276	13	13	world	world	NOUN
ajoaa-1276	13	14	’s	’s	PART
ajoaa-1276	13	15	cocoa	cocoa	NOUN
ajoaa-1276	13	16	production	production	NOUN
ajoaa-1276	13	17	is	be	AUX
ajoaa-1276	13	18	grown	grow	VERB
ajoaa-1276	13	19	by	by	ADP
ajoaa-1276	13	20	smallholder	smallholder	NOUN
ajoaa-1276	13	21	farmers	farmer	NOUN
ajoaa-1276	13	22	.	.	PUNCT
ajoaa-1276	14	1	smallholder	smallholder	NOUN
ajoaa-1276	14	2	farmers	farmer	NOUN
ajoaa-1276	14	3	are	be	AUX
ajoaa-1276	14	4	the	the	DET
ajoaa-1276	14	5	backbone	backbone	NOUN
ajoaa-1276	14	6	of	of	ADP
ajoaa-1276	14	7	the	the	DET
ajoaa-1276	14	8	cocoa	cocoa	NOUN
ajoaa-1276	14	9	sector	sector	NOUN
ajoaa-1276	14	10	upon	upon	SCONJ
ajoaa-1276	14	11	which	which	PRON
ajoaa-1276	14	12	millions	million	NOUN
ajoaa-1276	14	13	of	of	ADP
ajoaa-1276	14	14	ghanaians	ghanaians	PROPN
ajoaa-1276	14	15	depend	depend	VERB
ajoaa-1276	14	16	for	for	ADP
ajoaa-1276	14	17	income	income	NOUN
ajoaa-1276	14	18	(	(	PUNCT
ajoaa-1276	14	19	anim	anim	NOUN
ajoaa-1276	14	20	-	-	PUNCT
ajoaa-1276	14	21	kwapong	kwapong	PROPN
ajoaa-1276	14	22	and	and	CCONJ
ajoaa-1276	14	23	frimpong	frimpong	NOUN
ajoaa-1276	14	24	,	,	PUNCT
ajoaa-1276	14	25	2005	2005	NUM
ajoaa-1276	14	26	)	)	PUNCT
ajoaa-1276	14	27	.	.	PUNCT
ajoaa-1276	15	1	cocoa	cocoa	NOUN
ajoaa-1276	15	2	contributes	contribute	VERB
ajoaa-1276	15	3	about	about	ADV
ajoaa-1276	15	4	70	70	NUM
ajoaa-1276	15	5	-	-	SYM
ajoaa-1276	15	6	100	100	NUM
ajoaa-1276	15	7	%	%	NOUN
ajoaa-1276	15	8	of	of	ADP
ajoaa-1276	15	9	the	the	DET
ajoaa-1276	15	10	annual	annual	ADJ
ajoaa-1276	15	11	household	household	NOUN
ajoaa-1276	15	12	income	income	NOUN
ajoaa-1276	15	13	of	of	ADP
ajoaa-1276	15	14	smallholder	smallholder	NOUN
ajoaa-1276	15	15	farmers	farmer	NOUN
ajoaa-1276	15	16	.	.	PUNCT
ajoaa-1276	16	1	other	other	ADJ
ajoaa-1276	16	2	actors	actor	NOUN
ajoaa-1276	16	3	such	such	ADJ
ajoaa-1276	16	4	as	as	ADP
ajoaa-1276	16	5	input	input	NOUN
ajoaa-1276	16	6	asian	asian	ADJ
ajoaa-1276	16	7	journal	journal	NOUN
ajoaa-1276	16	8	of	of	ADP
ajoaa-1276	16	9	agriculture	agriculture	NOUN
ajoaa-1276	16	10	and	and	CCONJ
ajoaa-1276	16	11	rural	rural	ADJ
ajoaa-1276	16	12	development	development	PROPN
ajoaa-1276	16	13	journal	journal	PROPN
ajoaa-1276	16	14	homepage	homepage	NOUN
ajoaa-1276	16	15	:	:	PUNCT
ajoaa-1276	16	16	http://aessweb.com/journal-detail.php?id=5005	http://aessweb.com/journal-detail.php?id=5005	PROPN
ajoaa-1276	16	17	mailto:justina.onumah@csir-stepri.org	mailto:justina.onumah@csir-stepri.org	ADJ
ajoaa-1276	16	18	asian	asian	ADJ
ajoaa-1276	16	19	journal	journal	NOUN
ajoaa-1276	16	20	of	of	ADP
ajoaa-1276	16	21	agriculture	agriculture	NOUN
ajoaa-1276	16	22	and	and	CCONJ
ajoaa-1276	16	23	rural	rural	ADJ
ajoaa-1276	16	24	development	development	NOUN
ajoaa-1276	16	25	,	,	PUNCT
ajoaa-1276	16	26	4(10)2014	4(10)2014	NUM
ajoaa-1276	16	27	:	:	PUNCT
ajoaa-1276	16	28	484	484	NUM
ajoaa-1276	16	29	-	-	SYM
ajoaa-1276	16	30	495	495	NUM
ajoaa-1276	16	31	485	485	NUM
ajoaa-1276	16	32	distributors	distributor	NOUN
ajoaa-1276	16	33	,	,	PUNCT
ajoaa-1276	16	34	licensed	license	VERB
ajoaa-1276	16	35	cocoa	cocoa	NOUN
ajoaa-1276	16	36	buying	buying	NOUN
ajoaa-1276	16	37	companies	company	NOUN
ajoaa-1276	16	38	(	(	PUNCT
ajoaa-1276	16	39	lcb	lcb	PROPN
ajoaa-1276	16	40	’s	’s	PART
ajoaa-1276	16	41	)	)	PUNCT
ajoaa-1276	16	42	and	and	CCONJ
ajoaa-1276	16	43	chemical	chemical	NOUN
ajoaa-1276	16	44	companies	company	NOUN
ajoaa-1276	16	45	also	also	ADV
ajoaa-1276	16	46	depend	depend	VERB
ajoaa-1276	16	47	largely	largely	ADV
ajoaa-1276	16	48	on	on	ADP
ajoaa-1276	16	49	cocoa	cocoa	NOUN
ajoaa-1276	16	50	for	for	ADP
ajoaa-1276	16	51	markets	market	NOUN
ajoaa-1276	16	52	of	of	ADP
ajoaa-1276	16	53	their	their	PRON
ajoaa-1276	16	54	products	product	NOUN
ajoaa-1276	16	55	,	,	PUNCT
ajoaa-1276	16	56	employment	employment	NOUN
ajoaa-1276	16	57	and	and	CCONJ
ajoaa-1276	16	58	income	income	NOUN
ajoaa-1276	16	59	(	(	PUNCT
ajoaa-1276	16	60	asamoah	asamoah	NOUN
ajoaa-1276	16	61	and	and	CCONJ
ajoaa-1276	16	62	baah	baah	PROPN
ajoaa-1276	16	63	,	,	PUNCT
ajoaa-1276	16	64	2003	2003	NUM
ajoaa-1276	16	65	)	)	PUNCT
ajoaa-1276	16	66	.	.	PUNCT
ajoaa-1276	17	1	the	the	DET
ajoaa-1276	17	2	sales	sale	NOUN
ajoaa-1276	17	3	of	of	ADP
ajoaa-1276	17	4	cocoa	cocoa	NOUN
ajoaa-1276	17	5	beans	bean	NOUN
ajoaa-1276	17	6	have	have	AUX
ajoaa-1276	17	7	been	be	AUX
ajoaa-1276	17	8	one	one	NUM
ajoaa-1276	17	9	of	of	ADP
ajoaa-1276	17	10	the	the	DET
ajoaa-1276	17	11	major	major	ADJ
ajoaa-1276	17	12	sources	source	NOUN
ajoaa-1276	17	13	of	of	ADP
ajoaa-1276	17	14	foreign	foreign	ADJ
ajoaa-1276	17	15	exchange	exchange	NOUN
ajoaa-1276	17	16	for	for	ADP
ajoaa-1276	17	17	ghana	ghana	PROPN
ajoaa-1276	17	18	but	but	CCONJ
ajoaa-1276	17	19	the	the	DET
ajoaa-1276	17	20	sector	sector	NOUN
ajoaa-1276	17	21	in	in	ADP
ajoaa-1276	17	22	recent	recent	ADJ
ajoaa-1276	17	23	times	time	NOUN
ajoaa-1276	17	24	have	have	AUX
ajoaa-1276	17	25	seen	see	VERB
ajoaa-1276	17	26	some	some	DET
ajoaa-1276	17	27	setbacks	setback	NOUN
ajoaa-1276	17	28	reflecting	reflect	VERB
ajoaa-1276	17	29	in	in	ADP
ajoaa-1276	17	30	the	the	DET
ajoaa-1276	17	31	negative	negative	ADJ
ajoaa-1276	17	32	growth	growth	NOUN
ajoaa-1276	17	33	rate	rate	NOUN
ajoaa-1276	17	34	of	of	ADP
ajoaa-1276	17	35	6.9	6.9	NUM
ajoaa-1276	17	36	%	%	NOUN
ajoaa-1276	17	37	in	in	ADP
ajoaa-1276	17	38	2012	2012	NUM
ajoaa-1276	17	39	(	(	PUNCT
ajoaa-1276	17	40	isser	isser	PROPN
ajoaa-1276	17	41	,	,	PUNCT
ajoaa-1276	17	42	2013	2013	NUM
ajoaa-1276	17	43	)	)	PUNCT
ajoaa-1276	17	44	.	.	PUNCT
ajoaa-1276	18	1	until	until	ADP
ajoaa-1276	18	2	recently	recently	ADV
ajoaa-1276	18	3	,	,	PUNCT
ajoaa-1276	18	4	the	the	DET
ajoaa-1276	18	5	average	average	ADJ
ajoaa-1276	18	6	national	national	ADJ
ajoaa-1276	18	7	annual	annual	ADJ
ajoaa-1276	18	8	yield	yield	NOUN
ajoaa-1276	18	9	of	of	ADP
ajoaa-1276	18	10	cocoa	cocoa	NOUN
ajoaa-1276	18	11	in	in	ADP
ajoaa-1276	18	12	ghana	ghana	PROPN
ajoaa-1276	18	13	was	be	AUX
ajoaa-1276	18	14	400	400	NUM
ajoaa-1276	18	15	kilograms	kilogram	NOUN
ajoaa-1276	18	16	per	per	ADP
ajoaa-1276	18	17	hectare	hectare	NOUN
ajoaa-1276	18	18	(	(	PUNCT
ajoaa-1276	18	19	kg	kg	NOUN
ajoaa-1276	18	20	/	/	SYM
ajoaa-1276	18	21	ha	ha	INTJ
ajoaa-1276	18	22	)	)	PUNCT
ajoaa-1276	18	23	and	and	CCONJ
ajoaa-1276	18	24	this	this	DET
ajoaa-1276	18	25	value	value	NOUN
ajoaa-1276	18	26	has	have	AUX
ajoaa-1276	18	27	been	be	AUX
ajoaa-1276	18	28	fluctuating	fluctuate	VERB
ajoaa-1276	18	29	over	over	ADP
ajoaa-1276	18	30	the	the	DET
ajoaa-1276	18	31	years	year	NOUN
ajoaa-1276	18	32	.	.	PUNCT
ajoaa-1276	19	1	the	the	DET
ajoaa-1276	19	2	ghana	ghana	PROPN
ajoaa-1276	19	3	cocoa	cocoa	PROPN
ajoaa-1276	19	4	board	board	PROPN
ajoaa-1276	19	5	(	(	PUNCT
ajoaa-1276	19	6	cocobod	cocobod	ADJ
ajoaa-1276	19	7	)	)	PUNCT
ajoaa-1276	19	8	in	in	ADP
ajoaa-1276	19	9	2008	2008	NUM
ajoaa-1276	19	10	attributed	attribute	VERB
ajoaa-1276	19	11	this	this	PRON
ajoaa-1276	19	12	to	to	ADP
ajoaa-1276	19	13	a	a	DET
ajoaa-1276	19	14	number	number	NOUN
ajoaa-1276	19	15	of	of	ADP
ajoaa-1276	19	16	factors	factor	NOUN
ajoaa-1276	19	17	.	.	PUNCT
ajoaa-1276	20	1	these	these	DET
ajoaa-1276	20	2	factors	factor	NOUN
ajoaa-1276	20	3	included	include	VERB
ajoaa-1276	20	4	the	the	DET
ajoaa-1276	20	5	low	low	ADJ
ajoaa-1276	20	6	adoption	adoption	NOUN
ajoaa-1276	20	7	of	of	ADP
ajoaa-1276	20	8	cocoa	cocoa	NOUN
ajoaa-1276	20	9	technologies	technology	NOUN
ajoaa-1276	20	10	by	by	ADP
ajoaa-1276	20	11	farmers	farmer	NOUN
ajoaa-1276	20	12	,	,	PUNCT
ajoaa-1276	20	13	increased	increase	VERB
ajoaa-1276	20	14	diseases	disease	NOUN
ajoaa-1276	20	15	and	and	CCONJ
ajoaa-1276	20	16	pests	pest	NOUN
ajoaa-1276	20	17	attack	attack	NOUN
ajoaa-1276	20	18	,	,	PUNCT
ajoaa-1276	20	19	declining	decline	VERB
ajoaa-1276	20	20	soil	soil	NOUN
ajoaa-1276	20	21	fertility	fertility	NOUN
ajoaa-1276	20	22	,	,	PUNCT
ajoaa-1276	20	23	poor	poor	ADJ
ajoaa-1276	20	24	agronomic	agronomic	ADJ
ajoaa-1276	20	25	practices	practice	NOUN
ajoaa-1276	20	26	and	and	CCONJ
ajoaa-1276	20	27	limited	limited	ADJ
ajoaa-1276	20	28	access	access	NOUN
ajoaa-1276	20	29	to	to	ADP
ajoaa-1276	20	30	support	support	NOUN
ajoaa-1276	20	31	services	service	NOUN
ajoaa-1276	20	32	including	include	VERB
ajoaa-1276	20	33	credit	credit	NOUN
ajoaa-1276	20	34	availability	availability	NOUN
ajoaa-1276	20	35	as	as	ADV
ajoaa-1276	20	36	well	well	ADV
ajoaa-1276	20	37	as	as	ADP
ajoaa-1276	20	38	inadequately	inadequately	ADV
ajoaa-1276	20	39	informed	inform	VERB
ajoaa-1276	20	40	farmers	farmer	NOUN
ajoaa-1276	20	41	.	.	PUNCT
ajoaa-1276	21	1	it	it	PRON
ajoaa-1276	21	2	is	be	AUX
ajoaa-1276	21	3	believed	believe	VERB
ajoaa-1276	21	4	that	that	SCONJ
ajoaa-1276	21	5	improved	improve	VERB
ajoaa-1276	21	6	access	access	NOUN
ajoaa-1276	21	7	to	to	ADP
ajoaa-1276	21	8	support	support	VERB
ajoaa-1276	21	9	services	service	NOUN
ajoaa-1276	21	10	among	among	ADP
ajoaa-1276	21	11	these	these	DET
ajoaa-1276	21	12	smallholder	smallholder	NOUN
ajoaa-1276	21	13	cocoa	cocoa	NOUN
ajoaa-1276	21	14	farmers	farmer	NOUN
ajoaa-1276	21	15	could	could	AUX
ajoaa-1276	21	16	lead	lead	VERB
ajoaa-1276	21	17	to	to	ADP
ajoaa-1276	21	18	improved	improved	ADJ
ajoaa-1276	21	19	productivity	productivity	NOUN
ajoaa-1276	21	20	.	.	PUNCT
ajoaa-1276	22	1	world	world	PROPN
ajoaa-1276	22	2	bank	bank	PROPN
ajoaa-1276	22	3	(	(	PUNCT
ajoaa-1276	22	4	2011	2011	NUM
ajoaa-1276	22	5	)	)	PUNCT
ajoaa-1276	22	6	suggested	suggest	VERB
ajoaa-1276	22	7	that	that	SCONJ
ajoaa-1276	22	8	supporting	support	VERB
ajoaa-1276	22	9	smallholder	smallholder	NOUN
ajoaa-1276	22	10	farming	farming	NOUN
ajoaa-1276	22	11	is	be	AUX
ajoaa-1276	22	12	the	the	DET
ajoaa-1276	22	13	most	most	ADV
ajoaa-1276	22	14	effective	effective	ADJ
ajoaa-1276	22	15	way	way	NOUN
ajoaa-1276	22	16	of	of	ADP
ajoaa-1276	22	17	stimulating	stimulate	VERB
ajoaa-1276	22	18	economic	economic	ADJ
ajoaa-1276	22	19	development	development	NOUN
ajoaa-1276	22	20	,	,	PUNCT
ajoaa-1276	22	21	reducing	reduce	VERB
ajoaa-1276	22	22	poverty	poverty	NOUN
ajoaa-1276	22	23	and	and	CCONJ
ajoaa-1276	22	24	improving	improve	VERB
ajoaa-1276	22	25	productivity	productivity	NOUN
ajoaa-1276	22	26	.	.	PUNCT
ajoaa-1276	23	1	wegner	wegner	PROPN
ajoaa-1276	23	2	(	(	PUNCT
ajoaa-1276	23	3	2012	2012	NUM
ajoaa-1276	23	4	)	)	PUNCT
ajoaa-1276	23	5	also	also	ADV
ajoaa-1276	23	6	postulates	postulate	VERB
ajoaa-1276	23	7	that	that	SCONJ
ajoaa-1276	23	8	,	,	PUNCT
ajoaa-1276	23	9	cocoa	cocoa	NOUN
ajoaa-1276	23	10	farming	farming	NOUN
ajoaa-1276	23	11	can	can	AUX
ajoaa-1276	23	12	become	become	VERB
ajoaa-1276	23	13	a	a	DET
ajoaa-1276	23	14	viable	viable	ADJ
ajoaa-1276	23	15	business	business	NOUN
ajoaa-1276	23	16	for	for	ADP
ajoaa-1276	23	17	smallholders	smallholder	NOUN
ajoaa-1276	23	18	if	if	SCONJ
ajoaa-1276	23	19	good	good	ADJ
ajoaa-1276	23	20	agricultural	agricultural	ADJ
ajoaa-1276	23	21	practices	practice	NOUN
ajoaa-1276	23	22	(	(	PUNCT
ajoaa-1276	23	23	gap	gap	NOUN
ajoaa-1276	23	24	)	)	PUNCT
ajoaa-1276	23	25	training	training	NOUN
ajoaa-1276	23	26	,	,	PUNCT
ajoaa-1276	23	27	stronger	strong	ADJ
ajoaa-1276	23	28	farmers	farmer	NOUN
ajoaa-1276	23	29	’	’	PART
ajoaa-1276	23	30	aggregation	aggregation	NOUN
ajoaa-1276	23	31	and	and	CCONJ
ajoaa-1276	23	32	new	new	ADJ
ajoaa-1276	23	33	financial	financial	ADJ
ajoaa-1276	23	34	mechanisms	mechanism	NOUN
ajoaa-1276	23	35	are	be	AUX
ajoaa-1276	23	36	leveraged	leverage	VERB
ajoaa-1276	23	37	.	.	PUNCT
ajoaa-1276	24	1	additionally	additionally	ADV
ajoaa-1276	24	2	,	,	PUNCT
ajoaa-1276	24	3	fesenberg	fesenberg	NOUN
ajoaa-1276	24	4	(	(	PUNCT
ajoaa-1276	24	5	2012	2012	NUM
ajoaa-1276	24	6	)	)	PUNCT
ajoaa-1276	24	7	observed	observe	VERB
ajoaa-1276	24	8	that	that	SCONJ
ajoaa-1276	24	9	the	the	DET
ajoaa-1276	24	10	low	low	ADJ
ajoaa-1276	24	11	income	income	NOUN
ajoaa-1276	24	12	and	and	CCONJ
ajoaa-1276	24	13	productivity	productivity	NOUN
ajoaa-1276	24	14	of	of	ADP
ajoaa-1276	24	15	cocoa	cocoa	NOUN
ajoaa-1276	24	16	farmers	farmer	NOUN
ajoaa-1276	24	17	is	be	AUX
ajoaa-1276	24	18	as	as	ADP
ajoaa-1276	24	19	a	a	DET
ajoaa-1276	24	20	result	result	NOUN
ajoaa-1276	24	21	of	of	ADP
ajoaa-1276	24	22	inefficiencies	inefficiency	NOUN
ajoaa-1276	24	23	in	in	ADP
ajoaa-1276	24	24	the	the	DET
ajoaa-1276	24	25	value	value	NOUN
ajoaa-1276	24	26	chain	chain	NOUN
ajoaa-1276	24	27	,	,	PUNCT
ajoaa-1276	24	28	including	include	VERB
ajoaa-1276	24	29	poor	poor	ADJ
ajoaa-1276	24	30	access	access	NOUN
ajoaa-1276	24	31	to	to	ADP
ajoaa-1276	24	32	quality	quality	NOUN
ajoaa-1276	24	33	inputs	input	NOUN
ajoaa-1276	24	34	and	and	CCONJ
ajoaa-1276	24	35	technology	technology	NOUN
ajoaa-1276	24	36	,	,	PUNCT
ajoaa-1276	24	37	lack	lack	NOUN
ajoaa-1276	24	38	of	of	ADP
ajoaa-1276	24	39	knowledge	knowledge	NOUN
ajoaa-1276	24	40	of	of	ADP
ajoaa-1276	24	41	best	good	ADJ
ajoaa-1276	24	42	practices	practice	NOUN
ajoaa-1276	24	43	,	,	PUNCT
ajoaa-1276	24	44	insufficient	insufficient	ADJ
ajoaa-1276	24	45	organizational	organizational	ADJ
ajoaa-1276	24	46	capacity	capacity	NOUN
ajoaa-1276	24	47	,	,	PUNCT
ajoaa-1276	24	48	and	and	CCONJ
ajoaa-1276	24	49	poor	poor	ADJ
ajoaa-1276	24	50	access	access	NOUN
ajoaa-1276	24	51	to	to	ADP
ajoaa-1276	24	52	buyers	buyer	NOUN
ajoaa-1276	24	53	and	and	CCONJ
ajoaa-1276	24	54	market	market	NOUN
ajoaa-1276	24	55	information	information	NOUN
ajoaa-1276	24	56	.	.	PUNCT
ajoaa-1276	25	1	according	accord	VERB
ajoaa-1276	25	2	to	to	ADP
ajoaa-1276	25	3	fesenberg	fesenberg	PROPN
ajoaa-1276	25	4	(	(	PUNCT
ajoaa-1276	25	5	2012	2012	NUM
ajoaa-1276	25	6	)	)	PUNCT
ajoaa-1276	25	7	majority	majority	NOUN
ajoaa-1276	25	8	of	of	ADP
ajoaa-1276	25	9	cocoa	cocoa	NOUN
ajoaa-1276	25	10	farmers	farmer	NOUN
ajoaa-1276	25	11	are	be	AUX
ajoaa-1276	25	12	not	not	PART
ajoaa-1276	25	13	organized	organize	VERB
ajoaa-1276	25	14	in	in	ADP
ajoaa-1276	25	15	cooperatives	cooperative	NOUN
ajoaa-1276	25	16	,	,	PUNCT
ajoaa-1276	25	17	infrastructure	infrastructure	NOUN
ajoaa-1276	25	18	and	and	CCONJ
ajoaa-1276	25	19	input	input	NOUN
ajoaa-1276	25	20	finance	finance	NOUN
ajoaa-1276	25	21	are	be	AUX
ajoaa-1276	25	22	inadequate	inadequate	ADJ
ajoaa-1276	25	23	,	,	PUNCT
ajoaa-1276	25	24	there	there	PRON
ajoaa-1276	25	25	is	be	VERB
ajoaa-1276	25	26	lack	lack	NOUN
ajoaa-1276	25	27	of	of	ADP
ajoaa-1276	25	28	understanding	understanding	NOUN
ajoaa-1276	25	29	of	of	ADP
ajoaa-1276	25	30	quality	quality	NOUN
ajoaa-1276	25	31	requirements	requirement	NOUN
ajoaa-1276	25	32	with	with	ADP
ajoaa-1276	25	33	limited	limited	ADJ
ajoaa-1276	25	34	knowledge	knowledge	NOUN
ajoaa-1276	25	35	of	of	ADP
ajoaa-1276	25	36	improved	improved	ADJ
ajoaa-1276	25	37	production	production	NOUN
ajoaa-1276	25	38	techniques	technique	NOUN
ajoaa-1276	25	39	,	,	PUNCT
ajoaa-1276	25	40	farm	farm	NOUN
ajoaa-1276	25	41	management	management	NOUN
ajoaa-1276	25	42	skills	skill	NOUN
ajoaa-1276	25	43	are	be	AUX
ajoaa-1276	25	44	inadequate	inadequate	ADJ
ajoaa-1276	25	45	,	,	PUNCT
ajoaa-1276	25	46	little	little	ADJ
ajoaa-1276	25	47	access	access	NOUN
ajoaa-1276	25	48	to	to	ADP
ajoaa-1276	25	49	market	market	NOUN
ajoaa-1276	25	50	information	information	NOUN
ajoaa-1276	25	51	and	and	CCONJ
ajoaa-1276	25	52	high	high	ADJ
ajoaa-1276	25	53	transport	transport	NOUN
ajoaa-1276	25	54	costs	cost	NOUN
ajoaa-1276	25	55	.	.	PUNCT
ajoaa-1276	26	1	therefore	therefore	ADV
ajoaa-1276	26	2	in	in	ADP
ajoaa-1276	26	3	order	order	NOUN
ajoaa-1276	26	4	for	for	SCONJ
ajoaa-1276	26	5	smallholder	smallholder	NOUN
ajoaa-1276	26	6	cocoa	cocoa	NOUN
ajoaa-1276	26	7	farmers	farmer	NOUN
ajoaa-1276	26	8	to	to	PART
ajoaa-1276	26	9	improve	improve	VERB
ajoaa-1276	26	10	their	their	PRON
ajoaa-1276	26	11	output	output	NOUN
ajoaa-1276	26	12	and	and	CCONJ
ajoaa-1276	26	13	livelihood	livelihood	NOUN
ajoaa-1276	26	14	as	as	ADV
ajoaa-1276	26	15	well	well	ADV
ajoaa-1276	26	16	as	as	ADP
ajoaa-1276	26	17	contribute	contribute	VERB
ajoaa-1276	26	18	progressively	progressively	ADV
ajoaa-1276	26	19	to	to	ADP
ajoaa-1276	26	20	the	the	DET
ajoaa-1276	26	21	cocoa	cocoa	NOUN
ajoaa-1276	26	22	subsector	subsector	NOUN
ajoaa-1276	26	23	,	,	PUNCT
ajoaa-1276	26	24	considerable	considerable	ADJ
ajoaa-1276	26	25	increase	increase	NOUN
ajoaa-1276	26	26	in	in	ADP
ajoaa-1276	26	27	access	access	NOUN
ajoaa-1276	26	28	to	to	ADP
ajoaa-1276	26	29	support	support	NOUN
ajoaa-1276	26	30	services	service	NOUN
ajoaa-1276	26	31	as	as	SCONJ
ajoaa-1276	26	32	noted	note	VERB
ajoaa-1276	26	33	and	and	CCONJ
ajoaa-1276	26	34	suggested	suggest	VERB
ajoaa-1276	26	35	earlier	early	ADV
ajoaa-1276	26	36	would	would	AUX
ajoaa-1276	26	37	be	be	AUX
ajoaa-1276	26	38	required	require	VERB
ajoaa-1276	26	39	.	.	PUNCT
ajoaa-1276	27	1	on	on	ADP
ajoaa-1276	27	2	/	/	SYM
ajoaa-1276	27	3	off	off	ADP
ajoaa-1276	27	4	farm	farm	NOUN
ajoaa-1276	27	5	support	support	NOUN
ajoaa-1276	27	6	services	service	NOUN
ajoaa-1276	27	7	such	such	ADJ
ajoaa-1276	27	8	as	as	ADP
ajoaa-1276	27	9	financial	financial	ADJ
ajoaa-1276	27	10	services	service	NOUN
ajoaa-1276	27	11	,	,	PUNCT
ajoaa-1276	27	12	farmer	farmer	NOUN
ajoaa-1276	27	13	based	base	VERB
ajoaa-1276	27	14	organization	organization	NOUN
ajoaa-1276	27	15	(	(	PUNCT
ajoaa-1276	27	16	fbo	fbo	NOUN
ajoaa-1276	27	17	)	)	PUNCT
ajoaa-1276	27	18	support	support	NOUN
ajoaa-1276	27	19	services	service	NOUN
ajoaa-1276	27	20	,	,	PUNCT
ajoaa-1276	27	21	extension	extension	NOUN
ajoaa-1276	27	22	services	service	NOUN
ajoaa-1276	27	23	,	,	PUNCT
ajoaa-1276	27	24	research	research	NOUN
ajoaa-1276	27	25	and	and	CCONJ
ajoaa-1276	27	26	development	development	NOUN
ajoaa-1276	27	27	(	(	PUNCT
ajoaa-1276	27	28	r&d	r&d	NOUN
ajoaa-1276	27	29	)	)	PUNCT
ajoaa-1276	27	30	support	support	NOUN
ajoaa-1276	27	31	and	and	CCONJ
ajoaa-1276	27	32	input	input	NOUN
ajoaa-1276	27	33	suppliers	supplier	NOUN
ajoaa-1276	27	34	need	need	VERB
ajoaa-1276	27	35	to	to	PART
ajoaa-1276	27	36	be	be	AUX
ajoaa-1276	27	37	heavily	heavily	ADV
ajoaa-1276	27	38	leveraged	leveraged	ADJ
ajoaa-1276	27	39	.	.	PUNCT
ajoaa-1276	28	1	the	the	DET
ajoaa-1276	28	2	overall	overall	ADJ
ajoaa-1276	28	3	objective	objective	NOUN
ajoaa-1276	28	4	of	of	ADP
ajoaa-1276	28	5	this	this	DET
ajoaa-1276	28	6	paper	paper	NOUN
ajoaa-1276	28	7	is	be	AUX
ajoaa-1276	28	8	therefore	therefore	ADV
ajoaa-1276	28	9	to	to	PART
ajoaa-1276	28	10	assess	assess	VERB
ajoaa-1276	28	11	the	the	DET
ajoaa-1276	28	12	role	role	NOUN
ajoaa-1276	28	13	that	that	PRON
ajoaa-1276	28	14	access	access	NOUN
ajoaa-1276	28	15	to	to	ADP
ajoaa-1276	28	16	offfarm	offfarm	NOUN
ajoaa-1276	28	17	and	and	CCONJ
ajoaa-1276	28	18	on	on	ADP
ajoaa-1276	28	19	-	-	PUNCT
ajoaa-1276	28	20	farm	farm	NOUN
ajoaa-1276	28	21	institutional	institutional	ADJ
ajoaa-1276	28	22	support	support	NOUN
ajoaa-1276	28	23	such	such	ADJ
ajoaa-1276	28	24	as	as	ADP
ajoaa-1276	28	25	extension	extension	NOUN
ajoaa-1276	28	26	services	service	NOUN
ajoaa-1276	28	27	,	,	PUNCT
ajoaa-1276	28	28	financial	financial	ADJ
ajoaa-1276	28	29	services	service	NOUN
ajoaa-1276	28	30	,	,	PUNCT
ajoaa-1276	28	31	technical	technical	ADJ
ajoaa-1276	28	32	assistance	assistance	NOUN
ajoaa-1276	28	33	and	and	CCONJ
ajoaa-1276	28	34	r&d	r&d	NOUN
ajoaa-1276	28	35	play	play	NOUN
ajoaa-1276	28	36	in	in	ADP
ajoaa-1276	28	37	increasing	increase	VERB
ajoaa-1276	28	38	the	the	DET
ajoaa-1276	28	39	production	production	NOUN
ajoaa-1276	28	40	level	level	NOUN
ajoaa-1276	28	41	of	of	ADP
ajoaa-1276	28	42	cocoa	cocoa	NOUN
ajoaa-1276	28	43	farmers	farmer	NOUN
ajoaa-1276	28	44	.	.	PUNCT
ajoaa-1276	29	1	specifically	specifically	ADV
ajoaa-1276	29	2	,	,	PUNCT
ajoaa-1276	29	3	the	the	DET
ajoaa-1276	29	4	paper	paper	NOUN
ajoaa-1276	29	5	seeks	seek	VERB
ajoaa-1276	29	6	to	to	PART
ajoaa-1276	29	7	:	:	PUNCT
ajoaa-1276	29	8	profile	profile	VERB
ajoaa-1276	29	9	the	the	DET
ajoaa-1276	29	10	socio	socio	NOUN
ajoaa-1276	29	11	economic	economic	ADJ
ajoaa-1276	29	12	characteristics	characteristic	NOUN
ajoaa-1276	29	13	of	of	ADP
ajoaa-1276	29	14	the	the	DET
ajoaa-1276	29	15	smallholder	smallholder	NOUN
ajoaa-1276	29	16	cocoa	cocoa	NOUN
ajoaa-1276	29	17	farmer	farmer	NOUN
ajoaa-1276	29	18	in	in	ADP
ajoaa-1276	29	19	eastern	eastern	PROPN
ajoaa-1276	29	20	ghana	ghana	PROPN
ajoaa-1276	29	21	;	;	PUNCT
ajoaa-1276	29	22	identify	identify	VERB
ajoaa-1276	29	23	and	and	CCONJ
ajoaa-1276	29	24	describe	describe	VERB
ajoaa-1276	29	25	the	the	DET
ajoaa-1276	29	26	various	various	ADJ
ajoaa-1276	29	27	support	support	NOUN
ajoaa-1276	29	28	services	service	NOUN
ajoaa-1276	29	29	available	available	ADJ
ajoaa-1276	29	30	to	to	ADP
ajoaa-1276	29	31	the	the	DET
ajoaa-1276	29	32	cocoa	cocoa	NOUN
ajoaa-1276	29	33	farmers	farmer	NOUN
ajoaa-1276	29	34	and	and	CCONJ
ajoaa-1276	29	35	their	their	PRON
ajoaa-1276	29	36	effect	effect	NOUN
ajoaa-1276	29	37	on	on	ADP
ajoaa-1276	29	38	production	production	NOUN
ajoaa-1276	29	39	levels	level	NOUN
ajoaa-1276	29	40	;	;	PUNCT
ajoaa-1276	29	41	and	and	CCONJ
ajoaa-1276	29	42	finally	finally	ADV
ajoaa-1276	29	43	to	to	PART
ajoaa-1276	29	44	quantify	quantify	VERB
ajoaa-1276	29	45	the	the	DET
ajoaa-1276	29	46	effect	effect	NOUN
ajoaa-1276	29	47	of	of	ADP
ajoaa-1276	29	48	support	support	NOUN
ajoaa-1276	29	49	services	service	NOUN
ajoaa-1276	29	50	to	to	ADP
ajoaa-1276	29	51	the	the	DET
ajoaa-1276	29	52	total	total	ADJ
ajoaa-1276	29	53	output	output	NOUN
ajoaa-1276	29	54	of	of	ADP
ajoaa-1276	29	55	cocoa	cocoa	NOUN
ajoaa-1276	29	56	in	in	ADP
ajoaa-1276	29	57	the	the	DET
ajoaa-1276	29	58	eastern	eastern	ADJ
ajoaa-1276	29	59	region	region	NOUN
ajoaa-1276	29	60	of	of	ADP
ajoaa-1276	29	61	ghana	ghana	PROPN
ajoaa-1276	29	62	.	.	PUNCT
ajoaa-1276	30	1	methodology	methodology	NOUN
ajoaa-1276	30	2	data	datum	NOUN
ajoaa-1276	30	3	and	and	CCONJ
ajoaa-1276	30	4	method	method	NOUN
ajoaa-1276	30	5	of	of	ADP
ajoaa-1276	30	6	collection	collection	NOUN
ajoaa-1276	30	7	the	the	DET
ajoaa-1276	30	8	study	study	NOUN
ajoaa-1276	30	9	relied	rely	VERB
ajoaa-1276	30	10	basically	basically	ADV
ajoaa-1276	30	11	on	on	ADP
ajoaa-1276	30	12	primary	primary	ADJ
ajoaa-1276	30	13	data	datum	NOUN
ajoaa-1276	30	14	from	from	ADP
ajoaa-1276	30	15	cocoa	cocoa	NOUN
ajoaa-1276	30	16	farmers	farmer	NOUN
ajoaa-1276	30	17	.	.	PUNCT
ajoaa-1276	31	1	both	both	DET
ajoaa-1276	31	2	qualitative	qualitative	ADJ
ajoaa-1276	31	3	and	and	CCONJ
ajoaa-1276	31	4	quantitative	quantitative	ADJ
ajoaa-1276	31	5	data	datum	NOUN
ajoaa-1276	31	6	were	be	AUX
ajoaa-1276	31	7	collected	collect	VERB
ajoaa-1276	31	8	.	.	PUNCT
ajoaa-1276	32	1	qualitative	qualitative	ADJ
ajoaa-1276	32	2	data	datum	NOUN
ajoaa-1276	32	3	captured	capture	VERB
ajoaa-1276	32	4	some	some	DET
ajoaa-1276	32	5	socio	socio	NOUN
ajoaa-1276	32	6	-	-	ADJ
ajoaa-1276	32	7	demographic	demographic	ADJ
ajoaa-1276	32	8	characteristics	characteristic	NOUN
ajoaa-1276	32	9	of	of	ADP
ajoaa-1276	32	10	the	the	DET
ajoaa-1276	32	11	farmers	farmer	NOUN
ajoaa-1276	32	12	.	.	PUNCT
ajoaa-1276	33	1	quantitative	quantitative	ADJ
ajoaa-1276	33	2	data	datum	NOUN
ajoaa-1276	33	3	was	be	AUX
ajoaa-1276	33	4	also	also	ADV
ajoaa-1276	33	5	collected	collect	VERB
ajoaa-1276	33	6	on	on	ADP
ajoaa-1276	33	7	the	the	DET
ajoaa-1276	33	8	sociodemographic	sociodemographic	ADJ
ajoaa-1276	33	9	characteristics	characteristic	NOUN
ajoaa-1276	33	10	of	of	ADP
ajoaa-1276	33	11	the	the	DET
ajoaa-1276	33	12	respondents	respondent	NOUN
ajoaa-1276	33	13	,	,	PUNCT
ajoaa-1276	33	14	quantity	quantity	NOUN
ajoaa-1276	33	15	and	and	CCONJ
ajoaa-1276	33	16	cost	cost	NOUN
ajoaa-1276	33	17	of	of	ADP
ajoaa-1276	33	18	inputs	input	NOUN
ajoaa-1276	33	19	,	,	PUNCT
ajoaa-1276	33	20	quantity	quantity	NOUN
ajoaa-1276	33	21	and	and	CCONJ
ajoaa-1276	33	22	prices	price	NOUN
ajoaa-1276	33	23	of	of	ADP
ajoaa-1276	33	24	output	output	NOUN
ajoaa-1276	33	25	,	,	PUNCT
ajoaa-1276	33	26	frequency	frequency	NOUN
ajoaa-1276	33	27	of	of	ADP
ajoaa-1276	33	28	extension	extension	NOUN
ajoaa-1276	33	29	contacts	contact	NOUN
ajoaa-1276	33	30	,	,	PUNCT
ajoaa-1276	33	31	quantity	quantity	NOUN
ajoaa-1276	33	32	of	of	ADP
ajoaa-1276	33	33	labour	labour	NOUN
ajoaa-1276	33	34	supply	supply	NOUN
ajoaa-1276	33	35	and	and	CCONJ
ajoaa-1276	33	36	farm	farm	NOUN
ajoaa-1276	33	37	size	size	NOUN
ajoaa-1276	33	38	.	.	PUNCT
ajoaa-1276	34	1	the	the	DET
ajoaa-1276	34	2	eastern	eastern	ADJ
ajoaa-1276	34	3	region	region	NOUN
ajoaa-1276	34	4	of	of	ADP
ajoaa-1276	34	5	ghana	ghana	PROPN
ajoaa-1276	34	6	was	be	AUX
ajoaa-1276	34	7	considered	consider	VERB
ajoaa-1276	34	8	for	for	ADP
ajoaa-1276	34	9	the	the	DET
ajoaa-1276	34	10	study	study	NOUN
ajoaa-1276	34	11	given	give	VERB
ajoaa-1276	34	12	that	that	SCONJ
ajoaa-1276	34	13	it	it	PRON
ajoaa-1276	34	14	is	be	AUX
ajoaa-1276	34	15	one	one	NUM
ajoaa-1276	34	16	of	of	ADP
ajoaa-1276	34	17	the	the	DET
ajoaa-1276	34	18	leading	lead	VERB
ajoaa-1276	34	19	cocoa	cocoa	NOUN
ajoaa-1276	34	20	producing	produce	VERB
ajoaa-1276	34	21	areas	area	NOUN
ajoaa-1276	34	22	in	in	ADP
ajoaa-1276	34	23	the	the	DET
ajoaa-1276	34	24	country	country	NOUN
ajoaa-1276	34	25	.	.	PUNCT
ajoaa-1276	35	1	three	three	NUM
ajoaa-1276	35	2	(	(	PUNCT
ajoaa-1276	35	3	3	3	X
ajoaa-1276	35	4	)	)	PUNCT
ajoaa-1276	35	5	districts	district	NOUN
ajoaa-1276	35	6	were	be	AUX
ajoaa-1276	35	7	selected	select	VERB
ajoaa-1276	35	8	for	for	ADP
ajoaa-1276	35	9	the	the	DET
ajoaa-1276	35	10	study	study	NOUN
ajoaa-1276	35	11	and	and	CCONJ
ajoaa-1276	35	12	these	these	PRON
ajoaa-1276	35	13	were	be	AUX
ajoaa-1276	35	14	the	the	DET
ajoaa-1276	35	15	fanteakwa	fanteakwa	PROPN
ajoaa-1276	35	16	district	district	NOUN
ajoaa-1276	35	17	,	,	PUNCT
ajoaa-1276	35	18	suhum	suhum	NOUN
ajoaa-1276	35	19	-	-	PUNCT
ajoaa-1276	35	20	kraboa	kraboa	ADJ
ajoaa-1276	35	21	-	-	PUNCT
ajoaa-1276	35	22	coaltar	coaltar	NOUN
ajoaa-1276	35	23	district	district	NOUN
ajoaa-1276	35	24	and	and	CCONJ
ajoaa-1276	35	25	asian	asian	ADJ
ajoaa-1276	35	26	journal	journal	NOUN
ajoaa-1276	35	27	of	of	ADP
ajoaa-1276	35	28	agriculture	agriculture	NOUN
ajoaa-1276	35	29	and	and	CCONJ
ajoaa-1276	35	30	rural	rural	ADJ
ajoaa-1276	35	31	development	development	NOUN
ajoaa-1276	35	32	,	,	PUNCT
ajoaa-1276	35	33	4(10)2014	4(10)2014	NUM
ajoaa-1276	35	34	:	:	PUNCT
ajoaa-1276	35	35	484	484	NUM
ajoaa-1276	35	36	-	-	SYM
ajoaa-1276	35	37	495	495	NUM
ajoaa-1276	35	38	486	486	NUM
ajoaa-1276	35	39	the	the	DET
ajoaa-1276	35	40	east	east	PROPN
ajoaa-1276	35	41	akim	akim	PROPN
ajoaa-1276	35	42	municipality	municipality	PROPN
ajoaa-1276	35	43	.	.	PUNCT
ajoaa-1276	36	1	a	a	DET
ajoaa-1276	36	2	two	two	NUM
ajoaa-1276	36	3	-	-	PUNCT
ajoaa-1276	36	4	stage	stage	NOUN
ajoaa-1276	36	5	sampling	sampling	NOUN
ajoaa-1276	36	6	technique	technique	NOUN
ajoaa-1276	36	7	was	be	AUX
ajoaa-1276	36	8	used	use	VERB
ajoaa-1276	36	9	where	where	SCONJ
ajoaa-1276	36	10	the	the	DET
ajoaa-1276	36	11	first	first	ADJ
ajoaa-1276	36	12	stage	stage	NOUN
ajoaa-1276	36	13	involved	involve	VERB
ajoaa-1276	36	14	a	a	DET
ajoaa-1276	36	15	purposive	purposive	ADJ
ajoaa-1276	36	16	sampling	sampling	NOUN
ajoaa-1276	36	17	of	of	ADP
ajoaa-1276	36	18	the	the	DET
ajoaa-1276	36	19	study	study	NOUN
ajoaa-1276	36	20	area	area	NOUN
ajoaa-1276	36	21	and	and	CCONJ
ajoaa-1276	36	22	the	the	DET
ajoaa-1276	36	23	second	second	ADJ
ajoaa-1276	36	24	stage	stage	NOUN
ajoaa-1276	36	25	considered	consider	VERB
ajoaa-1276	36	26	a	a	DET
ajoaa-1276	36	27	random	random	ADJ
ajoaa-1276	36	28	sampling	sampling	NOUN
ajoaa-1276	36	29	technique	technique	NOUN
ajoaa-1276	36	30	to	to	PART
ajoaa-1276	36	31	identify	identify	VERB
ajoaa-1276	36	32	the	the	DET
ajoaa-1276	36	33	various	various	ADJ
ajoaa-1276	36	34	respondents	respondent	NOUN
ajoaa-1276	36	35	for	for	ADP
ajoaa-1276	36	36	the	the	DET
ajoaa-1276	36	37	survey	survey	NOUN
ajoaa-1276	36	38	.	.	PUNCT
ajoaa-1276	37	1	a	a	DET
ajoaa-1276	37	2	sample	sample	NOUN
ajoaa-1276	37	3	size	size	NOUN
ajoaa-1276	37	4	of	of	ADP
ajoaa-1276	37	5	190	190	NUM
ajoaa-1276	37	6	was	be	AUX
ajoaa-1276	37	7	obtained	obtain	VERB
ajoaa-1276	37	8	for	for	ADP
ajoaa-1276	37	9	the	the	DET
ajoaa-1276	37	10	study	study	NOUN
ajoaa-1276	37	11	.	.	PUNCT
ajoaa-1276	38	1	a	a	DET
ajoaa-1276	38	2	list	list	NOUN
ajoaa-1276	38	3	of	of	ADP
ajoaa-1276	38	4	farmers	farmer	NOUN
ajoaa-1276	38	5	was	be	AUX
ajoaa-1276	38	6	obtained	obtain	VERB
ajoaa-1276	38	7	by	by	ADP
ajoaa-1276	38	8	the	the	DET
ajoaa-1276	38	9	cocoa	cocoa	NOUN
ajoaa-1276	38	10	swollen	swollen	PROPN
ajoaa-1276	38	11	shoot	shoot	NOUN
ajoaa-1276	38	12	virus	virus	NOUN
ajoaa-1276	38	13	disease	disease	NOUN
ajoaa-1276	38	14	(	(	PUNCT
ajoaa-1276	38	15	cssvd	cssvd	NOUN
ajoaa-1276	38	16	)	)	PUNCT
ajoaa-1276	38	17	offices	office	NOUN
ajoaa-1276	38	18	in	in	ADP
ajoaa-1276	38	19	the	the	DET
ajoaa-1276	38	20	various	various	ADJ
ajoaa-1276	38	21	districts	district	NOUN
ajoaa-1276	38	22	.	.	PUNCT
ajoaa-1276	39	1	the	the	DET
ajoaa-1276	39	2	farmers	farmer	NOUN
ajoaa-1276	39	3	were	be	AUX
ajoaa-1276	39	4	then	then	ADV
ajoaa-1276	39	5	randomly	randomly	ADV
ajoaa-1276	39	6	selected	select	VERB
ajoaa-1276	39	7	based	base	VERB
ajoaa-1276	39	8	on	on	ADP
ajoaa-1276	39	9	the	the	DET
ajoaa-1276	39	10	list	list	NOUN
ajoaa-1276	39	11	given	give	VERB
ajoaa-1276	39	12	and	and	CCONJ
ajoaa-1276	39	13	the	the	DET
ajoaa-1276	39	14	number	number	NOUN
ajoaa-1276	39	15	chosen	choose	VERB
ajoaa-1276	39	16	reflected	reflect	VERB
ajoaa-1276	39	17	their	their	PRON
ajoaa-1276	39	18	proportion	proportion	NOUN
ajoaa-1276	39	19	to	to	ADP
ajoaa-1276	39	20	the	the	DET
ajoaa-1276	39	21	total	total	ADJ
ajoaa-1276	39	22	sample	sample	NOUN
ajoaa-1276	39	23	.	.	PUNCT
ajoaa-1276	40	1	data	datum	NOUN
ajoaa-1276	40	2	collection	collection	NOUN
ajoaa-1276	40	3	methods	method	NOUN
ajoaa-1276	40	4	included	include	VERB
ajoaa-1276	40	5	personal	personal	ADJ
ajoaa-1276	40	6	interviews	interview	NOUN
ajoaa-1276	40	7	with	with	ADP
ajoaa-1276	40	8	the	the	DET
ajoaa-1276	40	9	farmers	farmer	NOUN
ajoaa-1276	40	10	with	with	ADP
ajoaa-1276	40	11	the	the	DET
ajoaa-1276	40	12	aid	aid	NOUN
ajoaa-1276	40	13	of	of	ADP
ajoaa-1276	40	14	questionnaire	questionnaire	NOUN
ajoaa-1276	40	15	administration	administration	NOUN
ajoaa-1276	40	16	,	,	PUNCT
ajoaa-1276	40	17	and	and	CCONJ
ajoaa-1276	40	18	key	key	ADJ
ajoaa-1276	40	19	informant	informant	NOUN
ajoaa-1276	40	20	interviews	interview	NOUN
ajoaa-1276	40	21	.	.	PUNCT
ajoaa-1276	41	1	the	the	DET
ajoaa-1276	41	2	personal	personal	ADJ
ajoaa-1276	41	3	interviews	interview	NOUN
ajoaa-1276	41	4	were	be	AUX
ajoaa-1276	41	5	with	with	ADP
ajoaa-1276	41	6	the	the	DET
ajoaa-1276	41	7	cocoa	cocoa	NOUN
ajoaa-1276	41	8	producers	producer	NOUN
ajoaa-1276	41	9	and	and	CCONJ
ajoaa-1276	41	10	other	other	ADJ
ajoaa-1276	41	11	stakeholders	stakeholder	NOUN
ajoaa-1276	41	12	in	in	ADP
ajoaa-1276	41	13	the	the	DET
ajoaa-1276	41	14	cocoa	cocoa	NOUN
ajoaa-1276	41	15	industry	industry	NOUN
ajoaa-1276	41	16	.	.	PUNCT
ajoaa-1276	42	1	key	key	ADJ
ajoaa-1276	42	2	informant	informant	NOUN
ajoaa-1276	42	3	interviews	interview	NOUN
ajoaa-1276	42	4	were	be	AUX
ajoaa-1276	42	5	conducted	conduct	VERB
ajoaa-1276	42	6	with	with	ADP
ajoaa-1276	42	7	the	the	DET
ajoaa-1276	42	8	management	management	NOUN
ajoaa-1276	42	9	and	and	CCONJ
ajoaa-1276	42	10	staff	staff	NOUN
ajoaa-1276	42	11	of	of	ADP
ajoaa-1276	42	12	the	the	DET
ajoaa-1276	42	13	cssvd	cssvd	PROPN
ajoaa-1276	42	14	control	control	PROPN
ajoaa-1276	42	15	offices	office	NOUN
ajoaa-1276	42	16	.	.	PUNCT
ajoaa-1276	43	1	it	it	PRON
ajoaa-1276	43	2	also	also	ADV
ajoaa-1276	43	3	involved	involve	VERB
ajoaa-1276	43	4	the	the	DET
ajoaa-1276	43	5	various	various	ADJ
ajoaa-1276	43	6	leaders	leader	NOUN
ajoaa-1276	43	7	of	of	ADP
ajoaa-1276	43	8	the	the	DET
ajoaa-1276	43	9	various	various	ADJ
ajoaa-1276	43	10	farmers	farmer	NOUN
ajoaa-1276	43	11	’	'	PUNCT
ajoaa-1276	43	12	group	group	NOUN
ajoaa-1276	43	13	in	in	ADP
ajoaa-1276	43	14	the	the	DET
ajoaa-1276	43	15	study	study	NOUN
ajoaa-1276	43	16	area	area	NOUN
ajoaa-1276	43	17	.	.	PUNCT
ajoaa-1276	44	1	the	the	DET
ajoaa-1276	44	2	questionnaire	questionnaire	NOUN
ajoaa-1276	44	3	was	be	AUX
ajoaa-1276	44	4	pretested	preteste	VERB
ajoaa-1276	44	5	to	to	PART
ajoaa-1276	44	6	suit	suit	VERB
ajoaa-1276	44	7	the	the	DET
ajoaa-1276	44	8	field	field	NOUN
ajoaa-1276	44	9	condition	condition	NOUN
ajoaa-1276	44	10	and	and	CCONJ
ajoaa-1276	44	11	inconsistencies	inconsistency	NOUN
ajoaa-1276	44	12	corrected	correct	VERB
ajoaa-1276	44	13	before	before	ADP
ajoaa-1276	44	14	administering	administer	VERB
ajoaa-1276	44	15	.	.	PUNCT
ajoaa-1276	45	1	data	datum	NOUN
ajoaa-1276	45	2	analysis	analysis	NOUN
ajoaa-1276	45	3	the	the	DET
ajoaa-1276	45	4	first	first	ADJ
ajoaa-1276	45	5	two	two	NUM
ajoaa-1276	45	6	objectives	objective	NOUN
ajoaa-1276	45	7	were	be	AUX
ajoaa-1276	45	8	analysed	analyse	VERB
ajoaa-1276	45	9	using	use	VERB
ajoaa-1276	45	10	descriptive	descriptive	ADJ
ajoaa-1276	45	11	statistics	statistic	NOUN
ajoaa-1276	45	12	and	and	CCONJ
ajoaa-1276	45	13	results	result	NOUN
ajoaa-1276	45	14	presented	present	VERB
ajoaa-1276	45	15	in	in	ADP
ajoaa-1276	45	16	tables	table	NOUN
ajoaa-1276	45	17	and	and	CCONJ
ajoaa-1276	45	18	charts	chart	NOUN
ajoaa-1276	45	19	.	.	PUNCT
ajoaa-1276	46	1	the	the	DET
ajoaa-1276	46	2	last	last	ADJ
ajoaa-1276	46	3	objective	objective	NOUN
ajoaa-1276	46	4	was	be	AUX
ajoaa-1276	46	5	however	however	ADV
ajoaa-1276	46	6	analysed	analyse	VERB
ajoaa-1276	46	7	using	use	VERB
ajoaa-1276	46	8	an	an	DET
ajoaa-1276	46	9	ordinary	ordinary	ADJ
ajoaa-1276	46	10	least	least	ADJ
ajoaa-1276	46	11	squares	square	NOUN
ajoaa-1276	46	12	(	(	PUNCT
ajoaa-1276	46	13	ols	ol	NOUN
ajoaa-1276	46	14	)	)	PUNCT
ajoaa-1276	46	15	estimation	estimation	NOUN
ajoaa-1276	46	16	approach	approach	NOUN
ajoaa-1276	46	17	using	use	VERB
ajoaa-1276	46	18	stata	stata	NOUN
ajoaa-1276	46	19	.	.	PUNCT
ajoaa-1276	47	1	factors	factor	NOUN
ajoaa-1276	47	2	contributing	contribute	VERB
ajoaa-1276	47	3	to	to	ADP
ajoaa-1276	47	4	production	production	NOUN
ajoaa-1276	47	5	levels	level	NOUN
ajoaa-1276	47	6	among	among	ADP
ajoaa-1276	47	7	the	the	DET
ajoaa-1276	47	8	cocoa	cocoa	NOUN
ajoaa-1276	47	9	farmers	farmer	NOUN
ajoaa-1276	47	10	in	in	ADP
ajoaa-1276	47	11	analysing	analyse	VERB
ajoaa-1276	47	12	and	and	CCONJ
ajoaa-1276	47	13	quantifying	quantify	VERB
ajoaa-1276	47	14	the	the	DET
ajoaa-1276	47	15	effect	effect	NOUN
ajoaa-1276	47	16	of	of	ADP
ajoaa-1276	47	17	the	the	DET
ajoaa-1276	47	18	identified	identify	VERB
ajoaa-1276	47	19	support	support	NOUN
ajoaa-1276	47	20	services	service	NOUN
ajoaa-1276	47	21	on	on	ADP
ajoaa-1276	47	22	production	production	NOUN
ajoaa-1276	47	23	levels	level	NOUN
ajoaa-1276	47	24	,	,	PUNCT
ajoaa-1276	47	25	an	an	DET
ajoaa-1276	47	26	ordinary	ordinary	ADJ
ajoaa-1276	47	27	least	least	ADJ
ajoaa-1276	47	28	squares	square	NOUN
ajoaa-1276	47	29	(	(	PUNCT
ajoaa-1276	47	30	ols	ol	NOUN
ajoaa-1276	47	31	)	)	PUNCT
ajoaa-1276	47	32	multiple	multiple	ADJ
ajoaa-1276	47	33	regression	regression	NOUN
ajoaa-1276	47	34	linear	linear	PROPN
ajoaa-1276	47	35	model	model	NOUN
ajoaa-1276	47	36	was	be	AUX
ajoaa-1276	47	37	considered	consider	VERB
ajoaa-1276	47	38	and	and	CCONJ
ajoaa-1276	47	39	specified	specify	VERB
ajoaa-1276	47	40	in	in	ADP
ajoaa-1276	47	41	model	model	NOUN
ajoaa-1276	47	42	(	(	PUNCT
ajoaa-1276	47	43	1	1	NUM
ajoaa-1276	47	44	)	)	PUNCT
ajoaa-1276	47	45	.	.	PUNCT
ajoaa-1276	48	1	𝑄	𝑄	PROPN
ajoaa-1276	48	2	=	=	SYM
ajoaa-1276	48	3	𝛽0	𝛽0	PROPN
ajoaa-1276	48	4	+	+	CCONJ
ajoaa-1276	48	5	𝛽1	𝛽1	ADJ
ajoaa-1276	48	6	𝑋1	𝑋1	NOUN
ajoaa-1276	48	7	+	+	CCONJ
ajoaa-1276	48	8	𝛽2	𝛽2	NOUN
ajoaa-1276	48	9	𝑋2	𝑋2	VERB
ajoaa-1276	48	10	+	+	CCONJ
ajoaa-1276	48	11	𝛽3	𝛽3	NOUN
ajoaa-1276	48	12	𝑋3	𝑋3	VERB
ajoaa-1276	48	13	+	+	CCONJ
ajoaa-1276	48	14	𝛽4𝑋4	𝛽4𝑋4	PROPN
ajoaa-1276	48	15	+	+	CCONJ
ajoaa-1276	48	16	𝛽5	𝛽5	ADJ
ajoaa-1276	48	17	𝑋5	𝑋5	NOUN
ajoaa-1276	48	18	+	+	CCONJ
ajoaa-1276	48	19	𝛽6	𝛽6	NOUN
ajoaa-1276	48	20	𝑋6	𝑋6	NOUN
ajoaa-1276	48	21	+	+	CCONJ
ajoaa-1276	48	22	𝛽7	𝛽7	NOUN
ajoaa-1276	48	23	𝑋7	𝑋7	NOUN
ajoaa-1276	49	1	+	+	CCONJ
ajoaa-1276	49	2	𝛽8	𝛽8	VERB
ajoaa-1276	49	3	𝑋8	𝑋8	NOUN
ajoaa-1276	49	4	+	+	X
ajoaa-1276	49	5	𝛽9	𝛽9	ADJ
ajoaa-1276	49	6	𝑋9	𝑋9	NOUN
ajoaa-1276	49	7	+	+	CCONJ
ajoaa-1276	49	8	𝛽10	𝛽10	PROPN
ajoaa-1276	49	9	𝑋10	𝑋10	PROPN
ajoaa-1276	49	10	+	+	CCONJ
ajoaa-1276	49	11	𝛽1	𝛽1	NOUN
ajoaa-1276	49	12	1𝑋11	1𝑋11	NOUN
ajoaa-1276	49	13	+	+	CCONJ
ajoaa-1276	49	14	𝜀	𝜀	NOUN
ajoaa-1276	49	15	…	…	NOUN
ajoaa-1276	49	16	……	……	NOUN
ajoaa-1276	49	17	……	……	NOUN
ajoaa-1276	49	18	……	……	NOUN
ajoaa-1276	49	19	(	(	PUNCT
ajoaa-1276	49	20	1	1	NUM
ajoaa-1276	49	21	)	)	PUNCT
ajoaa-1276	49	22	where	where	SCONJ
ajoaa-1276	49	23	:	:	PUNCT
ajoaa-1276	49	24	q	q	X
ajoaa-1276	50	1	=	=	PUNCT
ajoaa-1276	50	2	the	the	DET
ajoaa-1276	50	3	level	level	NOUN
ajoaa-1276	50	4	of	of	ADP
ajoaa-1276	50	5	production	production	NOUN
ajoaa-1276	50	6	measured	measure	VERB
ajoaa-1276	50	7	in	in	ADP
ajoaa-1276	50	8	kilograms	kilogram	NOUN
ajoaa-1276	50	9	;	;	PUNCT
ajoaa-1276	50	10	β0	β0	NOUN
ajoaa-1276	50	11	=	=	PUNCT
ajoaa-1276	50	12	intercept	intercept	NOUN
ajoaa-1276	50	13	term	term	NOUN
ajoaa-1276	50	14	β1	β1	NOUN
ajoaa-1276	50	15	-	-	PUNCT
ajoaa-1276	50	16	β11are	β11are	PROPN
ajoaa-1276	50	17	the	the	DET
ajoaa-1276	50	18	estimates	estimate	NOUN
ajoaa-1276	50	19	’	’	PART
ajoaa-1276	50	20	coefficients	coefficient	NOUN
ajoaa-1276	50	21	;	;	PUNCT
ajoaa-1276	50	22	x1	x1	PROPN
ajoaa-1276	50	23	=	=	NOUN
ajoaa-1276	50	24	labour	labour	NOUN
ajoaa-1276	50	25	supply	supply	NOUN
ajoaa-1276	50	26	(	(	PUNCT
ajoaa-1276	50	27	measured	measure	VERB
ajoaa-1276	50	28	in	in	ADP
ajoaa-1276	50	29	man	man	NOUN
ajoaa-1276	50	30	days	day	NOUN
ajoaa-1276	50	31	)	)	PUNCT
ajoaa-1276	50	32	;	;	PUNCT
ajoaa-1276	50	33	x2	x2	NOUN
ajoaa-1276	50	34	=	=	PUNCT
ajoaa-1276	50	35	farm	farm	NOUN
ajoaa-1276	50	36	size	size	NOUN
ajoaa-1276	50	37	(	(	PUNCT
ajoaa-1276	50	38	hectares	hectare	NOUN
ajoaa-1276	50	39	)	)	PUNCT
ajoaa-1276	50	40	;	;	PUNCT
ajoaa-1276	51	1	x3	x3	ADJ
ajoaa-1276	51	2	=	=	PUNCT
ajoaa-1276	51	3	access	access	NOUN
ajoaa-1276	51	4	to	to	ADP
ajoaa-1276	51	5	extension	extension	NOUN
ajoaa-1276	51	6	services	service	NOUN
ajoaa-1276	51	7	(	(	PUNCT
ajoaa-1276	51	8	measured	measure	VERB
ajoaa-1276	51	9	in	in	ADP
ajoaa-1276	51	10	the	the	DET
ajoaa-1276	51	11	frequency	frequency	NOUN
ajoaa-1276	51	12	of	of	ADP
ajoaa-1276	51	13	contacts	contact	NOUN
ajoaa-1276	51	14	)	)	PUNCT
ajoaa-1276	51	15	;	;	PUNCT
ajoaa-1276	51	16	x4=	x4=	NOUN
ajoaa-1276	51	17	access	access	NOUN
ajoaa-1276	51	18	to	to	ADP
ajoaa-1276	51	19	technical	technical	ADJ
ajoaa-1276	51	20	assistance	assistance	NOUN
ajoaa-1276	51	21	(	(	PUNCT
ajoaa-1276	51	22	measured	measure	VERB
ajoaa-1276	51	23	as	as	ADP
ajoaa-1276	51	24	a	a	DET
ajoaa-1276	51	25	dummy	dummy	NOUN
ajoaa-1276	51	26	where	where	SCONJ
ajoaa-1276	51	27	1	1	NUM
ajoaa-1276	51	28	=	=	NOUN
ajoaa-1276	51	29	access	access	NOUN
ajoaa-1276	51	30	and	and	CCONJ
ajoaa-1276	51	31	0	0	NUM
ajoaa-1276	51	32	=	=	SYM
ajoaa-1276	51	33	no	no	DET
ajoaa-1276	51	34	access	access	NOUN
ajoaa-1276	51	35	)	)	PUNCT
ajoaa-1276	51	36	;	;	PUNCT
ajoaa-1276	51	37	x5	x5	SYM
ajoaa-1276	51	38	=	=	NOUN
ajoaa-1276	51	39	quantity	quantity	NOUN
ajoaa-1276	51	40	of	of	ADP
ajoaa-1276	51	41	agrochemicals	agrochemical	NOUN
ajoaa-1276	51	42	used	use	VERB
ajoaa-1276	51	43	(	(	PUNCT
ajoaa-1276	51	44	litres	litre	NOUN
ajoaa-1276	51	45	)	)	PUNCT
ajoaa-1276	51	46	;	;	PUNCT
ajoaa-1276	51	47	x6	x6	PROPN
ajoaa-1276	51	48	=	=	SYM
ajoaa-1276	51	49	fbo	fbo	PROPN
ajoaa-1276	51	50	membership	membership	NOUN
ajoaa-1276	51	51	(	(	PUNCT
ajoaa-1276	51	52	measured	measure	VERB
ajoaa-1276	51	53	as	as	ADP
ajoaa-1276	51	54	a	a	DET
ajoaa-1276	51	55	dummy	dummy	NOUN
ajoaa-1276	51	56	where	where	SCONJ
ajoaa-1276	51	57	1	1	NUM
ajoaa-1276	51	58	=	=	SYM
ajoaa-1276	51	59	member	member	NOUN
ajoaa-1276	51	60	and	and	CCONJ
ajoaa-1276	51	61	0	0	NUM
ajoaa-1276	51	62	=	=	SYM
ajoaa-1276	51	63	otherwise	otherwise	ADV
ajoaa-1276	51	64	)	)	PUNCT
ajoaa-1276	51	65	;	;	PUNCT
ajoaa-1276	51	66	x7	x7	NOUN
ajoaa-1276	51	67	=	=	SYM
ajoaa-1276	51	68	access	access	NOUN
ajoaa-1276	51	69	to	to	ADP
ajoaa-1276	51	70	r&d	r&d	NOUN
ajoaa-1276	51	71	support	support	NOUN
ajoaa-1276	51	72	;	;	PUNCT
ajoaa-1276	51	73	x8	x8	NOUN
ajoaa-1276	51	74	=	=	NOUN
ajoaa-1276	51	75	access	access	NOUN
ajoaa-1276	51	76	to	to	ADP
ajoaa-1276	51	77	financial	financial	ADJ
ajoaa-1276	51	78	services	service	NOUN
ajoaa-1276	51	79	(	(	PUNCT
ajoaa-1276	51	80	measured	measure	VERB
ajoaa-1276	51	81	as	as	ADP
ajoaa-1276	51	82	a	a	DET
ajoaa-1276	51	83	dummy	dummy	NOUN
ajoaa-1276	51	84	where	where	SCONJ
ajoaa-1276	51	85	1	1	NUM
ajoaa-1276	51	86	=	=	SYM
ajoaa-1276	51	87	access	access	NOUN
ajoaa-1276	51	88	and	and	CCONJ
ajoaa-1276	51	89	0	0	NUM
ajoaa-1276	51	90	=	=	SYM
ajoaa-1276	51	91	no	no	DET
ajoaa-1276	51	92	access	access	NOUN
ajoaa-1276	51	93	)	)	PUNCT
ajoaa-1276	51	94	;	;	PUNCT
ajoaa-1276	51	95	x9	x9	NOUN
ajoaa-1276	51	96	=	=	SYM
ajoaa-1276	51	97	land	land	NOUN
ajoaa-1276	51	98	ownership	ownership	NOUN
ajoaa-1276	51	99	(	(	PUNCT
ajoaa-1276	51	100	measured	measure	VERB
ajoaa-1276	51	101	as	as	ADP
ajoaa-1276	51	102	a	a	DET
ajoaa-1276	51	103	dummy	dummy	NOUN
ajoaa-1276	51	104	where	where	SCONJ
ajoaa-1276	51	105	1	1	NUM
ajoaa-1276	51	106	=	=	SYM
ajoaa-1276	51	107	owned	own	VERB
ajoaa-1276	51	108	and	and	CCONJ
ajoaa-1276	51	109	0	0	NUM
ajoaa-1276	51	110	=	=	SYM
ajoaa-1276	51	111	otherwise	otherwise	ADV
ajoaa-1276	51	112	)	)	PUNCT
ajoaa-1276	51	113	x10	x10	NOUN
ajoaa-1276	51	114	=	=	PUNCT
ajoaa-1276	51	115	educational	educational	ADJ
ajoaa-1276	51	116	level	level	NOUN
ajoaa-1276	51	117	;	;	PUNCT
ajoaa-1276	51	118	x11	x11	NOUN
ajoaa-1276	51	119	=	=	NOUN
ajoaa-1276	51	120	gender	gender	NOUN
ajoaa-1276	51	121	of	of	ADP
ajoaa-1276	51	122	the	the	DET
ajoaa-1276	51	123	farmer	farmer	NOUN
ajoaa-1276	51	124	(	(	PUNCT
ajoaa-1276	51	125	measured	measure	VERB
ajoaa-1276	51	126	as	as	ADP
ajoaa-1276	51	127	a	a	DET
ajoaa-1276	51	128	dummy	dummy	NOUN
ajoaa-1276	51	129	where	where	SCONJ
ajoaa-1276	51	130	1	1	NUM
ajoaa-1276	51	131	=	=	SYM
ajoaa-1276	51	132	male	male	NOUN
ajoaa-1276	51	133	and	and	CCONJ
ajoaa-1276	51	134	0	0	NUM
ajoaa-1276	51	135	=	=	SYM
ajoaa-1276	51	136	female	female	NOUN
ajoaa-1276	51	137	)	)	PUNCT
ajoaa-1276	51	138	;	;	PUNCT
ajoaa-1276	51	139	and	and	CCONJ
ajoaa-1276	51	140	ε	ε	PROPN
ajoaa-1276	51	141	is	be	AUX
ajoaa-1276	51	142	the	the	DET
ajoaa-1276	51	143	error	error	NOUN
ajoaa-1276	51	144	term	term	NOUN
ajoaa-1276	51	145	of	of	ADP
ajoaa-1276	51	146	the	the	DET
ajoaa-1276	51	147	model	model	NOUN
ajoaa-1276	51	148	capturing	capture	VERB
ajoaa-1276	51	149	other	other	ADJ
ajoaa-1276	51	150	noise	noise	NOUN
ajoaa-1276	51	151	effects	effect	NOUN
ajoaa-1276	51	152	this	this	DET
ajoaa-1276	51	153	method	method	NOUN
ajoaa-1276	51	154	was	be	AUX
ajoaa-1276	51	155	considered	consider	VERB
ajoaa-1276	51	156	because	because	SCONJ
ajoaa-1276	51	157	a	a	DET
ajoaa-1276	51	158	lot	lot	NOUN
ajoaa-1276	51	159	of	of	ADP
ajoaa-1276	51	160	the	the	DET
ajoaa-1276	51	161	variables	variable	NOUN
ajoaa-1276	51	162	used	use	VERB
ajoaa-1276	51	163	in	in	ADP
ajoaa-1276	51	164	the	the	DET
ajoaa-1276	51	165	model	model	NOUN
ajoaa-1276	51	166	were	be	AUX
ajoaa-1276	51	167	dummies	dummy	NOUN
ajoaa-1276	51	168	and	and	CCONJ
ajoaa-1276	51	169	hence	hence	ADV
ajoaa-1276	51	170	by	by	ADP
ajoaa-1276	51	171	applying	apply	VERB
ajoaa-1276	51	172	the	the	DET
ajoaa-1276	51	173	principle	principle	NOUN
ajoaa-1276	51	174	of	of	ADP
ajoaa-1276	51	175	parsimony	parsimony	NOUN
ajoaa-1276	51	176	,	,	PUNCT
ajoaa-1276	51	177	the	the	DET
ajoaa-1276	51	178	linear	linear	PROPN
ajoaa-1276	51	179	ols	ol	NOUN
ajoaa-1276	51	180	model	model	NOUN
ajoaa-1276	51	181	was	be	AUX
ajoaa-1276	51	182	chosen	choose	VERB
ajoaa-1276	51	183	.	.	PUNCT
ajoaa-1276	52	1	also	also	ADV
ajoaa-1276	52	2	,	,	PUNCT
ajoaa-1276	52	3	this	this	DET
ajoaa-1276	52	4	model	model	NOUN
ajoaa-1276	52	5	does	do	AUX
ajoaa-1276	52	6	not	not	PART
ajoaa-1276	52	7	require	require	VERB
ajoaa-1276	52	8	the	the	DET
ajoaa-1276	52	9	transformation	transformation	NOUN
ajoaa-1276	52	10	of	of	ADP
ajoaa-1276	52	11	variables	variable	NOUN
ajoaa-1276	52	12	into	into	ADP
ajoaa-1276	52	13	logarithms	logarithm	NOUN
ajoaa-1276	52	14	as	as	SCONJ
ajoaa-1276	52	15	it	it	PRON
ajoaa-1276	52	16	is	be	AUX
ajoaa-1276	52	17	done	do	VERB
ajoaa-1276	52	18	in	in	ADP
ajoaa-1276	52	19	other	other	ADJ
ajoaa-1276	52	20	nonlinear	nonlinear	ADJ
ajoaa-1276	52	21	models	model	NOUN
ajoaa-1276	52	22	.	.	PUNCT
ajoaa-1276	53	1	results	result	NOUN
ajoaa-1276	53	2	and	and	CCONJ
ajoaa-1276	53	3	discussion	discussion	NOUN
ajoaa-1276	53	4	socio	socio	NOUN
ajoaa-1276	53	5	-	-	ADJ
ajoaa-1276	53	6	demographic	demographic	ADJ
ajoaa-1276	53	7	characteristics	characteristic	NOUN
ajoaa-1276	53	8	of	of	ADP
ajoaa-1276	53	9	cocoa	cocoa	NOUN
ajoaa-1276	53	10	farmers	farmer	NOUN
ajoaa-1276	53	11	in	in	ADP
ajoaa-1276	53	12	the	the	DET
ajoaa-1276	53	13	study	study	NOUN
ajoaa-1276	53	14	area	area	NOUN
ajoaa-1276	53	15	majority	majority	NOUN
ajoaa-1276	53	16	of	of	ADP
ajoaa-1276	53	17	cocoa	cocoa	NOUN
ajoaa-1276	53	18	farmers	farmer	NOUN
ajoaa-1276	53	19	(	(	PUNCT
ajoaa-1276	53	20	35	35	NUM
ajoaa-1276	53	21	%	%	NOUN
ajoaa-1276	53	22	)	)	PUNCT
ajoaa-1276	53	23	in	in	ADP
ajoaa-1276	53	24	the	the	DET
ajoaa-1276	53	25	study	study	NOUN
ajoaa-1276	53	26	area	area	NOUN
ajoaa-1276	53	27	were	be	AUX
ajoaa-1276	53	28	60	60	NUM
ajoaa-1276	53	29	years	year	NOUN
ajoaa-1276	53	30	and	and	CCONJ
ajoaa-1276	53	31	above	above	ADP
ajoaa-1276	53	32	whilst	whilst	ADV
ajoaa-1276	53	33	few	few	ADJ
ajoaa-1276	53	34	(	(	PUNCT
ajoaa-1276	53	35	3.5	3.5	NUM
ajoaa-1276	53	36	%	%	NOUN
ajoaa-1276	53	37	)	)	PUNCT
ajoaa-1276	53	38	of	of	ADP
ajoaa-1276	53	39	the	the	DET
ajoaa-1276	53	40	farmers	farmer	NOUN
ajoaa-1276	53	41	were	be	AUX
ajoaa-1276	53	42	between	between	ADP
ajoaa-1276	53	43	the	the	DET
ajoaa-1276	53	44	ages	age	NOUN
ajoaa-1276	53	45	of	of	ADP
ajoaa-1276	53	46	20	20	NUM
ajoaa-1276	53	47	-	-	SYM
ajoaa-1276	53	48	29	29	NUM
ajoaa-1276	53	49	.	.	PUNCT
ajoaa-1276	54	1	the	the	DET
ajoaa-1276	54	2	mean	mean	ADJ
ajoaa-1276	54	3	age	age	NOUN
ajoaa-1276	54	4	was	be	AUX
ajoaa-1276	54	5	about	about	ADV
ajoaa-1276	54	6	53	53	NUM
ajoaa-1276	54	7	years	year	NOUN
ajoaa-1276	54	8	(	(	PUNCT
ajoaa-1276	54	9	table	table	NOUN
ajoaa-1276	54	10	1	1	NUM
ajoaa-1276	54	11	)	)	PUNCT
ajoaa-1276	54	12	.	.	PUNCT
ajoaa-1276	55	1	this	this	PRON
ajoaa-1276	55	2	implies	imply	VERB
ajoaa-1276	55	3	that	that	SCONJ
ajoaa-1276	55	4	cocoa	cocoa	NOUN
ajoaa-1276	55	5	producers	producer	NOUN
ajoaa-1276	55	6	on	on	ADP
ajoaa-1276	55	7	the	the	DET
ajoaa-1276	55	8	average	average	NOUN
ajoaa-1276	55	9	are	be	AUX
ajoaa-1276	55	10	the	the	DET
ajoaa-1276	55	11	middleaged	middleaged	ADJ
ajoaa-1276	55	12	.	.	PUNCT
ajoaa-1276	56	1	vigneri	vigneri	PROPN
ajoaa-1276	56	2	(	(	PUNCT
ajoaa-1276	56	3	2007	2007	NUM
ajoaa-1276	56	4	)	)	PUNCT
ajoaa-1276	56	5	also	also	ADV
ajoaa-1276	56	6	observed	observe	VERB
ajoaa-1276	56	7	that	that	SCONJ
ajoaa-1276	56	8	the	the	DET
ajoaa-1276	56	9	mean	mean	ADJ
ajoaa-1276	56	10	age	age	NOUN
ajoaa-1276	56	11	of	of	ADP
ajoaa-1276	56	12	cocoa	cocoa	NOUN
ajoaa-1276	56	13	farmers	farmer	NOUN
ajoaa-1276	56	14	in	in	ADP
ajoaa-1276	56	15	ghana	ghana	PROPN
ajoaa-1276	56	16	is	be	AUX
ajoaa-1276	56	17	49	49	NUM
ajoaa-1276	56	18	,	,	PUNCT
ajoaa-1276	56	19	with	with	ADP
ajoaa-1276	56	20	a	a	DET
ajoaa-1276	56	21	reason	reason	NOUN
ajoaa-1276	56	22	being	be	AUX
ajoaa-1276	56	23	that	that	SCONJ
ajoaa-1276	56	24	the	the	DET
ajoaa-1276	56	25	young	young	ADJ
ajoaa-1276	56	26	cocoa	cocoa	NOUN
ajoaa-1276	56	27	farmers	farmer	NOUN
ajoaa-1276	56	28	migrate	migrate	VERB
ajoaa-1276	56	29	to	to	ADP
ajoaa-1276	56	30	cities	city	NOUN
ajoaa-1276	56	31	in	in	ADP
ajoaa-1276	56	32	search	search	NOUN
ajoaa-1276	56	33	of	of	ADP
ajoaa-1276	56	34	other	other	ADJ
ajoaa-1276	56	35	jobs	job	NOUN
ajoaa-1276	56	36	.	.	PUNCT
ajoaa-1276	57	1	the	the	DET
ajoaa-1276	57	2	old	old	ADJ
ajoaa-1276	57	3	age	age	NOUN
ajoaa-1276	57	4	of	of	ADP
ajoaa-1276	57	5	cocoa	cocoa	NOUN
ajoaa-1276	57	6	farmers	farmer	NOUN
ajoaa-1276	57	7	has	have	AUX
ajoaa-1276	57	8	been	be	AUX
ajoaa-1276	57	9	asian	asian	ADJ
ajoaa-1276	57	10	journal	journal	NOUN
ajoaa-1276	57	11	of	of	ADP
ajoaa-1276	57	12	agriculture	agriculture	NOUN
ajoaa-1276	57	13	and	and	CCONJ
ajoaa-1276	57	14	rural	rural	ADJ
ajoaa-1276	57	15	development	development	NOUN
ajoaa-1276	57	16	,	,	PUNCT
ajoaa-1276	57	17	4(10)2014	4(10)2014	NUM
ajoaa-1276	57	18	:	:	PUNCT
ajoaa-1276	57	19	484	484	NUM
ajoaa-1276	57	20	-	-	SYM
ajoaa-1276	57	21	495	495	NUM
ajoaa-1276	57	22	487	487	NUM
ajoaa-1276	57	23	a	a	DET
ajoaa-1276	57	24	concern	concern	NOUN
ajoaa-1276	57	25	in	in	ADP
ajoaa-1276	57	26	existing	exist	VERB
ajoaa-1276	57	27	strategy	strategy	NOUN
ajoaa-1276	57	28	documents	document	NOUN
ajoaa-1276	57	29	of	of	ADP
ajoaa-1276	57	30	the	the	DET
ajoaa-1276	57	31	cocoa	cocoa	NOUN
ajoaa-1276	57	32	sub	sub	NOUN
ajoaa-1276	57	33	-	-	NOUN
ajoaa-1276	57	34	sector	sector	NOUN
ajoaa-1276	57	35	.	.	PUNCT
ajoaa-1276	58	1	table	table	NOUN
ajoaa-1276	58	2	1	1	NUM
ajoaa-1276	58	3	sociodemographic	sociodemographic	ADJ
ajoaa-1276	58	4	characteristics	characteristic	NOUN
ajoaa-1276	58	5	of	of	ADP
ajoaa-1276	58	6	cocoa	cocoa	NOUN
ajoaa-1276	58	7	famers	famer	NOUN
ajoaa-1276	58	8	socio	socio	VERB
ajoaa-1276	58	9	variable	variable	ADJ
ajoaa-1276	58	10	frequency	frequency	NOUN
ajoaa-1276	58	11	percentage	percentage	NOUN
ajoaa-1276	58	12	(	(	PUNCT
ajoaa-1276	58	13	%	%	NOUN
ajoaa-1276	58	14	)	)	PUNCT
ajoaa-1276	58	15	age	age	NOUN
ajoaa-1276	58	16	of	of	ADP
ajoaa-1276	58	17	farmer	farmer	NOUN
ajoaa-1276	58	18	20	20	NUM
ajoaa-1276	58	19	-	-	SYM
ajoaa-1276	58	20	29	29	NUM
ajoaa-1276	58	21	6	6	NUM
ajoaa-1276	58	22	3.2	3.2	NUM
ajoaa-1276	58	23	30	30	NUM
ajoaa-1276	58	24	-	-	SYM
ajoaa-1276	58	25	39	39	NUM
ajoaa-1276	58	26	26	26	NUM
ajoaa-1276	58	27	13.7	13.7	NUM
ajoaa-1276	58	28	40	40	NUM
ajoaa-1276	58	29	-	-	SYM
ajoaa-1276	58	30	59	59	NUM
ajoaa-1276	58	31	47	47	NUM
ajoaa-1276	58	32	24.7	24.7	NUM
ajoaa-1276	58	33	50	50	NUM
ajoaa-1276	58	34	-	-	SYM
ajoaa-1276	58	35	59	59	NUM
ajoaa-1276	58	36	49	49	NUM
ajoaa-1276	58	37	25.8	25.8	NUM
ajoaa-1276	58	38	>	>	PUNCT
ajoaa-1276	58	39	60	60	NUM
ajoaa-1276	58	40	62	62	NUM
ajoaa-1276	58	41	32.6	32.6	NUM
ajoaa-1276	58	42	minimum	minimum	NOUN
ajoaa-1276	58	43	23	23	NUM
ajoaa-1276	58	44	maximum	maximum	ADJ
ajoaa-1276	58	45	89	89	NUM
ajoaa-1276	58	46	gender	gender	NOUN
ajoaa-1276	58	47	male	male	NOUN
ajoaa-1276	58	48	153	153	NUM
ajoaa-1276	58	49	80.5	80.5	NUM
ajoaa-1276	58	50	female	female	ADJ
ajoaa-1276	58	51	37	37	NUM
ajoaa-1276	58	52	19.5	19.5	NUM
ajoaa-1276	58	53	educational	educational	ADJ
ajoaa-1276	58	54	level	level	NOUN
ajoaa-1276	58	55	none	none	NOUN
ajoaa-1276	58	56	32	32	NUM
ajoaa-1276	58	57	16.8	16.8	NUM
ajoaa-1276	58	58	basic	basic	ADJ
ajoaa-1276	58	59	80	80	NUM
ajoaa-1276	58	60	42.1	42.1	NUM
ajoaa-1276	58	61	secondary	secondary	ADJ
ajoaa-1276	58	62	75	75	NUM
ajoaa-1276	58	63	39.5	39.5	NUM
ajoaa-1276	58	64	tertiary	tertiary	ADJ
ajoaa-1276	58	65	3	3	NUM
ajoaa-1276	58	66	1.6	1.6	NUM
ajoaa-1276	58	67	source	source	NOUN
ajoaa-1276	58	68	of	of	ADP
ajoaa-1276	58	69	labou	labou	NOUN
ajoaa-1276	58	70	family	family	NOUN
ajoaa-1276	58	71	/	/	SYM
ajoaa-1276	58	72	friends	friend	NOUN
ajoaa-1276	58	73	only	only	ADV
ajoaa-1276	58	74	64	64	NUM
ajoaa-1276	58	75	33.7	33.7	NUM
ajoaa-1276	58	76	hired	hire	VERB
ajoaa-1276	58	77	only	only	ADV
ajoaa-1276	58	78	126	126	NUM
ajoaa-1276	58	79	66.3	66.3	NUM
ajoaa-1276	58	80	land	land	NOUN
ajoaa-1276	58	81	size	size	NOUN
ajoaa-1276	58	82	(	(	PUNCT
ajoaa-1276	58	83	ha	ha	INTJ
ajoaa-1276	58	84	)	)	PUNCT
ajoaa-1276	58	85	<	<	X
ajoaa-1276	58	86	1.6	1.6	NUM
ajoaa-1276	58	87	48	48	NUM
ajoaa-1276	58	88	25.3	25.3	NUM
ajoaa-1276	58	89	1.6	1.6	NUM
ajoaa-1276	58	90	-	-	SYM
ajoaa-1276	58	91	4.0	4.0	NUM
ajoaa-1276	58	92	89	89	NUM
ajoaa-1276	58	93	46.8	46.8	NUM
ajoaa-1276	58	94	>	>	SYM
ajoaa-1276	58	95	4.0	4.0	NUM
ajoaa-1276	58	96	53	53	NUM
ajoaa-1276	58	97	27.9	27.9	NUM
ajoaa-1276	58	98	cocoa	cocoa	NOUN
ajoaa-1276	58	99	production	production	NOUN
ajoaa-1276	58	100	in	in	ADP
ajoaa-1276	58	101	the	the	DET
ajoaa-1276	58	102	study	study	NOUN
ajoaa-1276	58	103	area	area	NOUN
ajoaa-1276	58	104	is	be	AUX
ajoaa-1276	58	105	dominated	dominate	VERB
ajoaa-1276	58	106	by	by	ADP
ajoaa-1276	58	107	males	male	NOUN
ajoaa-1276	58	108	although	although	SCONJ
ajoaa-1276	58	109	females	female	NOUN
ajoaa-1276	58	110	also	also	ADV
ajoaa-1276	58	111	take	take	VERB
ajoaa-1276	58	112	active	active	ADJ
ajoaa-1276	58	113	part	part	NOUN
ajoaa-1276	58	114	.	.	PUNCT
ajoaa-1276	59	1	out	out	ADP
ajoaa-1276	59	2	of	of	ADP
ajoaa-1276	59	3	the	the	DET
ajoaa-1276	59	4	190	190	NUM
ajoaa-1276	59	5	farmers	farmer	NOUN
ajoaa-1276	59	6	interviewed	interview	VERB
ajoaa-1276	59	7	,	,	PUNCT
ajoaa-1276	59	8	about	about	ADV
ajoaa-1276	59	9	80	80	NUM
ajoaa-1276	59	10	%	%	NOUN
ajoaa-1276	59	11	were	be	AUX
ajoaa-1276	59	12	males	male	NOUN
ajoaa-1276	59	13	whilst	whilst	SCONJ
ajoaa-1276	59	14	females	female	NOUN
ajoaa-1276	59	15	accounted	account	VERB
ajoaa-1276	59	16	for	for	ADP
ajoaa-1276	59	17	only	only	ADV
ajoaa-1276	59	18	20	20	NUM
ajoaa-1276	59	19	%	%	NOUN
ajoaa-1276	59	20	.	.	PUNCT
ajoaa-1276	60	1	despite	despite	SCONJ
ajoaa-1276	60	2	the	the	DET
ajoaa-1276	60	3	fact	fact	NOUN
ajoaa-1276	60	4	that	that	SCONJ
ajoaa-1276	60	5	only	only	ADV
ajoaa-1276	60	6	about	about	ADV
ajoaa-1276	60	7	20	20	NUM
ajoaa-1276	60	8	%	%	NOUN
ajoaa-1276	60	9	of	of	ADP
ajoaa-1276	60	10	the	the	DET
ajoaa-1276	60	11	farmers	farmer	NOUN
ajoaa-1276	60	12	interviewed	interview	VERB
ajoaa-1276	60	13	were	be	AUX
ajoaa-1276	60	14	females	female	NOUN
ajoaa-1276	60	15	,	,	PUNCT
ajoaa-1276	60	16	female	female	ADJ
ajoaa-1276	60	17	non	non	ADJ
ajoaa-1276	60	18	-	-	ADJ
ajoaa-1276	60	19	cocoa	cocoa	ADJ
ajoaa-1276	60	20	farm	farm	NOUN
ajoaa-1276	60	21	owners	owner	NOUN
ajoaa-1276	60	22	also	also	ADV
ajoaa-1276	60	23	played	play	VERB
ajoaa-1276	60	24	a	a	DET
ajoaa-1276	60	25	supporting	support	VERB
ajoaa-1276	60	26	role	role	NOUN
ajoaa-1276	60	27	in	in	ADP
ajoaa-1276	60	28	cocoa	cocoa	NOUN
ajoaa-1276	60	29	production	production	NOUN
ajoaa-1276	60	30	,	,	PUNCT
ajoaa-1276	60	31	especially	especially	ADV
ajoaa-1276	60	32	in	in	ADP
ajoaa-1276	60	33	the	the	DET
ajoaa-1276	60	34	gathering	gathering	NOUN
ajoaa-1276	60	35	of	of	ADP
ajoaa-1276	60	36	cocoa	cocoa	NOUN
ajoaa-1276	60	37	pods	pod	NOUN
ajoaa-1276	60	38	after	after	ADP
ajoaa-1276	60	39	harvesting	harvesting	NOUN
ajoaa-1276	60	40	for	for	ADP
ajoaa-1276	60	41	the	the	DET
ajoaa-1276	60	42	extraction	extraction	NOUN
ajoaa-1276	60	43	of	of	ADP
ajoaa-1276	60	44	beans	bean	NOUN
ajoaa-1276	60	45	.	.	PUNCT
ajoaa-1276	61	1	they	they	PRON
ajoaa-1276	61	2	are	be	AUX
ajoaa-1276	61	3	also	also	ADV
ajoaa-1276	61	4	mostly	mostly	ADV
ajoaa-1276	61	5	responsible	responsible	ADJ
ajoaa-1276	61	6	for	for	ADP
ajoaa-1276	61	7	the	the	DET
ajoaa-1276	61	8	carting	carting	NOUN
ajoaa-1276	61	9	of	of	ADP
ajoaa-1276	61	10	the	the	DET
ajoaa-1276	61	11	fermented	ferment	VERB
ajoaa-1276	61	12	cocoa	cocoa	NOUN
ajoaa-1276	61	13	beans	bean	NOUN
ajoaa-1276	61	14	from	from	ADP
ajoaa-1276	61	15	the	the	DET
ajoaa-1276	61	16	farm	farm	NOUN
ajoaa-1276	61	17	to	to	ADP
ajoaa-1276	61	18	the	the	DET
ajoaa-1276	61	19	house	house	NOUN
ajoaa-1276	61	20	together	together	ADV
ajoaa-1276	61	21	with	with	ADP
ajoaa-1276	61	22	other	other	ADJ
ajoaa-1276	61	23	household	household	NOUN
ajoaa-1276	61	24	and	and	CCONJ
ajoaa-1276	61	25	nonhousehold	nonhousehold	ADJ
ajoaa-1276	61	26	members	member	NOUN
ajoaa-1276	61	27	.	.	PUNCT
ajoaa-1276	62	1	land	land	NOUN
ajoaa-1276	62	2	is	be	AUX
ajoaa-1276	62	3	one	one	NUM
ajoaa-1276	62	4	of	of	ADP
ajoaa-1276	62	5	the	the	DET
ajoaa-1276	62	6	most	most	ADV
ajoaa-1276	62	7	important	important	ADJ
ajoaa-1276	62	8	and	and	CCONJ
ajoaa-1276	62	9	basic	basic	ADJ
ajoaa-1276	62	10	inputs	input	NOUN
ajoaa-1276	62	11	used	use	VERB
ajoaa-1276	62	12	in	in	ADP
ajoaa-1276	62	13	production	production	NOUN
ajoaa-1276	62	14	.	.	PUNCT
ajoaa-1276	63	1	the	the	DET
ajoaa-1276	63	2	size	size	NOUN
ajoaa-1276	63	3	of	of	ADP
ajoaa-1276	63	4	land	land	NOUN
ajoaa-1276	63	5	may	may	AUX
ajoaa-1276	63	6	influence	influence	VERB
ajoaa-1276	63	7	the	the	DET
ajoaa-1276	63	8	level	level	NOUN
ajoaa-1276	63	9	of	of	ADP
ajoaa-1276	63	10	input	input	NOUN
ajoaa-1276	63	11	used	use	VERB
ajoaa-1276	63	12	and	and	CCONJ
ajoaa-1276	63	13	also	also	ADV
ajoaa-1276	63	14	the	the	DET
ajoaa-1276	63	15	quantity	quantity	NOUN
ajoaa-1276	63	16	of	of	ADP
ajoaa-1276	63	17	output	output	NOUN
ajoaa-1276	63	18	produced	produce	VERB
ajoaa-1276	63	19	from	from	ADP
ajoaa-1276	63	20	it	it	PRON
ajoaa-1276	63	21	.	.	PUNCT
ajoaa-1276	64	1	the	the	DET
ajoaa-1276	64	2	average	average	ADJ
ajoaa-1276	64	3	farm	farm	NOUN
ajoaa-1276	64	4	size	size	NOUN
ajoaa-1276	64	5	of	of	ADP
ajoaa-1276	64	6	the	the	DET
ajoaa-1276	64	7	cocoa	cocoa	NOUN
ajoaa-1276	64	8	farms	farm	NOUN
ajoaa-1276	64	9	was	be	AUX
ajoaa-1276	64	10	2.98	2.98	NUM
ajoaa-1276	64	11	hectares	hectare	NOUN
ajoaa-1276	64	12	.	.	PUNCT
ajoaa-1276	65	1	it	it	PRON
ajoaa-1276	65	2	can	can	AUX
ajoaa-1276	65	3	be	be	AUX
ajoaa-1276	65	4	inferred	infer	VERB
ajoaa-1276	65	5	that	that	SCONJ
ajoaa-1276	65	6	generally	generally	ADV
ajoaa-1276	65	7	,	,	PUNCT
ajoaa-1276	65	8	cocoa	cocoa	NOUN
ajoaa-1276	65	9	producers	producer	NOUN
ajoaa-1276	65	10	operate	operate	VERB
ajoaa-1276	65	11	on	on	ADP
ajoaa-1276	65	12	a	a	DET
ajoaa-1276	65	13	small	small	ADJ
ajoaa-1276	65	14	scale	scale	NOUN
ajoaa-1276	65	15	level	level	NOUN
ajoaa-1276	65	16	.	.	PUNCT
ajoaa-1276	66	1	although	although	SCONJ
ajoaa-1276	66	2	more	more	ADJ
ajoaa-1276	66	3	output	output	NOUN
ajoaa-1276	66	4	can	can	AUX
ajoaa-1276	66	5	be	be	AUX
ajoaa-1276	66	6	expected	expect	VERB
ajoaa-1276	66	7	from	from	ADP
ajoaa-1276	66	8	bigger	big	ADJ
ajoaa-1276	66	9	farms	farm	NOUN
ajoaa-1276	66	10	,	,	PUNCT
ajoaa-1276	66	11	the	the	DET
ajoaa-1276	66	12	limitation	limitation	NOUN
ajoaa-1276	66	13	of	of	ADP
ajoaa-1276	66	14	large	large	ADJ
ajoaa-1276	66	15	farms	farm	NOUN
ajoaa-1276	66	16	is	be	AUX
ajoaa-1276	66	17	the	the	DET
ajoaa-1276	66	18	issue	issue	NOUN
ajoaa-1276	66	19	of	of	ADP
ajoaa-1276	66	20	proper	proper	ADJ
ajoaa-1276	66	21	management	management	NOUN
ajoaa-1276	66	22	.	.	PUNCT
ajoaa-1276	67	1	when	when	SCONJ
ajoaa-1276	67	2	management	management	NOUN
ajoaa-1276	67	3	becomes	become	VERB
ajoaa-1276	67	4	a	a	DET
ajoaa-1276	67	5	problem	problem	NOUN
ajoaa-1276	67	6	,	,	PUNCT
ajoaa-1276	67	7	then	then	ADV
ajoaa-1276	67	8	additional	additional	ADJ
ajoaa-1276	67	9	input	input	NOUN
ajoaa-1276	67	10	invested	invest	VERB
ajoaa-1276	67	11	may	may	AUX
ajoaa-1276	67	12	result	result	VERB
ajoaa-1276	67	13	in	in	ADP
ajoaa-1276	67	14	decline	decline	NOUN
ajoaa-1276	67	15	of	of	ADP
ajoaa-1276	67	16	output	output	NOUN
ajoaa-1276	67	17	level	level	NOUN
ajoaa-1276	67	18	.	.	PUNCT
ajoaa-1276	68	1	further	further	ADJ
ajoaa-1276	68	2	discussion	discussion	NOUN
ajoaa-1276	68	3	on	on	ADP
ajoaa-1276	68	4	the	the	DET
ajoaa-1276	68	5	effect	effect	NOUN
ajoaa-1276	68	6	of	of	ADP
ajoaa-1276	68	7	the	the	DET
ajoaa-1276	68	8	scale	scale	NOUN
ajoaa-1276	68	9	on	on	ADP
ajoaa-1276	68	10	production	production	NOUN
ajoaa-1276	68	11	is	be	AUX
ajoaa-1276	68	12	given	give	VERB
ajoaa-1276	68	13	in	in	ADP
ajoaa-1276	68	14	subsequent	subsequent	ADJ
ajoaa-1276	68	15	sub	sub	NOUN
ajoaa-1276	68	16	-	-	NOUN
ajoaa-1276	68	17	sections	section	NOUN
ajoaa-1276	68	18	.	.	PUNCT
ajoaa-1276	69	1	male	male	ADJ
ajoaa-1276	69	2	cocoa	cocoa	NOUN
ajoaa-1276	69	3	farmers	farmer	NOUN
ajoaa-1276	69	4	in	in	ADP
ajoaa-1276	69	5	the	the	DET
ajoaa-1276	69	6	study	study	NOUN
ajoaa-1276	69	7	area	area	NOUN
ajoaa-1276	69	8	had	have	VERB
ajoaa-1276	69	9	a	a	DET
ajoaa-1276	69	10	mean	mean	ADJ
ajoaa-1276	69	11	land	land	NOUN
ajoaa-1276	69	12	size	size	NOUN
ajoaa-1276	69	13	of	of	ADP
ajoaa-1276	69	14	2.64	2.64	NUM
ajoaa-1276	69	15	ha	ha	INTJ
ajoaa-1276	70	1	whilst	whilst	SCONJ
ajoaa-1276	70	2	female	female	ADJ
ajoaa-1276	70	3	farmers	farmer	NOUN
ajoaa-1276	70	4	held	hold	VERB
ajoaa-1276	70	5	an	an	DET
ajoaa-1276	70	6	average	average	ADJ
ajoaa-1276	70	7	land	land	NOUN
ajoaa-1276	70	8	size	size	NOUN
ajoaa-1276	70	9	of	of	ADP
ajoaa-1276	70	10	1.83	1.83	NUM
ajoaa-1276	70	11	ha	ha	NOUN
ajoaa-1276	70	12	.	.	PUNCT
ajoaa-1276	71	1	the	the	DET
ajoaa-1276	71	2	landholdings	landholding	NOUN
ajoaa-1276	71	3	of	of	ADP
ajoaa-1276	71	4	female	female	ADJ
ajoaa-1276	71	5	cocoa	cocoa	NOUN
ajoaa-1276	71	6	producers	producer	NOUN
ajoaa-1276	71	7	ranged	range	VERB
ajoaa-1276	71	8	between	between	ADP
ajoaa-1276	71	9	0.08	0.08	NUM
ajoaa-1276	71	10	ha	ha	INTJ
ajoaa-1276	71	11	to	to	ADP
ajoaa-1276	71	12	9.60	9.60	NUM
ajoaa-1276	71	13	ha	ha	INTJ
ajoaa-1276	71	14	.	.	PUNCT
ajoaa-1276	72	1	about	about	ADV
ajoaa-1276	72	2	17.1	17.1	NUM
ajoaa-1276	72	3	percent	percent	NOUN
ajoaa-1276	72	4	and	and	CCONJ
ajoaa-1276	72	5	13.2	13.2	NUM
ajoaa-1276	72	6	percent	percent	NOUN
ajoaa-1276	72	7	of	of	ADP
ajoaa-1276	72	8	the	the	DET
ajoaa-1276	72	9	female	female	ADJ
ajoaa-1276	72	10	producers	producer	NOUN
ajoaa-1276	72	11	have	have	AUX
ajoaa-1276	72	12	landholding	landholde	VERB
ajoaa-1276	72	13	of	of	ADP
ajoaa-1276	72	14	0.80	0.80	NUM
ajoaa-1276	72	15	ha	ha	INTJ
ajoaa-1276	72	16	and	and	CCONJ
ajoaa-1276	72	17	1.60	1.60	NUM
ajoaa-1276	72	18	ha	ha	INTJ
ajoaa-1276	72	19	,	,	PUNCT
ajoaa-1276	72	20	respectively	respectively	ADV
ajoaa-1276	72	21	.	.	PUNCT
ajoaa-1276	73	1	conversely	conversely	ADV
ajoaa-1276	73	2	,	,	PUNCT
ajoaa-1276	73	3	the	the	DET
ajoaa-1276	73	4	landholdings	landholding	NOUN
ajoaa-1276	73	5	of	of	ADP
ajoaa-1276	73	6	male	male	ADJ
ajoaa-1276	73	7	producers	producer	NOUN
ajoaa-1276	73	8	ranged	range	VERB
ajoaa-1276	73	9	between	between	ADP
ajoaa-1276	73	10	0.16	0.16	NUM
ajoaa-1276	73	11	ha	ha	INTJ
ajoaa-1276	73	12	and	and	CCONJ
ajoaa-1276	73	13	12.80	12.80	NUM
ajoaa-1276	73	14	ha	ha	INTJ
ajoaa-1276	73	15	with	with	ADP
ajoaa-1276	73	16	majority	majority	NOUN
ajoaa-1276	73	17	(	(	PUNCT
ajoaa-1276	73	18	40	40	NUM
ajoaa-1276	73	19	%	%	NOUN
ajoaa-1276	73	20	and	and	CCONJ
ajoaa-1276	73	21	29	29	NUM
ajoaa-1276	73	22	%	%	NOUN
ajoaa-1276	73	23	respectively	respectively	ADV
ajoaa-1276	73	24	)	)	PUNCT
ajoaa-1276	73	25	of	of	ADP
ajoaa-1276	73	26	the	the	DET
ajoaa-1276	73	27	farmers	farmer	NOUN
ajoaa-1276	73	28	having	have	VERB
ajoaa-1276	73	29	land	land	NOUN
ajoaa-1276	73	30	size	size	NOUN
ajoaa-1276	73	31	of	of	ADP
ajoaa-1276	73	32	1.60	1.60	NUM
ajoaa-1276	73	33	ha	ha	INTJ
ajoaa-1276	73	34	and	and	CCONJ
ajoaa-1276	73	35	2.00	2.00	NUM
ajoaa-1276	73	36	ha	ha	INTJ
ajoaa-1276	73	37	,	,	PUNCT
ajoaa-1276	73	38	representing	represent	VERB
ajoaa-1276	73	39	12.7	12.7	NUM
ajoaa-1276	73	40	%	%	NOUN
ajoaa-1276	73	41	and	and	CCONJ
ajoaa-1276	73	42	9.2	9.2	NUM
ajoaa-1276	73	43	%	%	NOUN
ajoaa-1276	73	44	of	of	ADP
ajoaa-1276	73	45	the	the	DET
ajoaa-1276	73	46	male	male	ADJ
ajoaa-1276	73	47	asian	asian	ADJ
ajoaa-1276	73	48	journal	journal	NOUN
ajoaa-1276	73	49	of	of	ADP
ajoaa-1276	73	50	agriculture	agriculture	NOUN
ajoaa-1276	73	51	and	and	CCONJ
ajoaa-1276	73	52	rural	rural	ADJ
ajoaa-1276	73	53	development	development	NOUN
ajoaa-1276	73	54	,	,	PUNCT
ajoaa-1276	73	55	4(10)2014	4(10)2014	NUM
ajoaa-1276	73	56	:	:	PUNCT
ajoaa-1276	73	57	484	484	NUM
ajoaa-1276	73	58	-	-	SYM
ajoaa-1276	73	59	495	495	NUM
ajoaa-1276	73	60	488	488	NUM
ajoaa-1276	73	61	population	population	NOUN
ajoaa-1276	73	62	respectively	respectively	ADV
ajoaa-1276	73	63	.	.	PUNCT
ajoaa-1276	74	1	the	the	DET
ajoaa-1276	74	2	results	result	NOUN
ajoaa-1276	74	3	imply	imply	VERB
ajoaa-1276	74	4	that	that	SCONJ
ajoaa-1276	74	5	male	male	ADJ
ajoaa-1276	74	6	cocoa	cocoa	NOUN
ajoaa-1276	74	7	producers	producer	NOUN
ajoaa-1276	74	8	have	have	VERB
ajoaa-1276	74	9	larger	large	ADJ
ajoaa-1276	74	10	land	land	NOUN
ajoaa-1276	74	11	holdings	holding	NOUN
ajoaa-1276	74	12	than	than	ADP
ajoaa-1276	74	13	their	their	PRON
ajoaa-1276	74	14	female	female	ADJ
ajoaa-1276	74	15	counterparts	counterpart	NOUN
ajoaa-1276	74	16	.	.	PUNCT
ajoaa-1276	75	1	this	this	PRON
ajoaa-1276	75	2	is	be	AUX
ajoaa-1276	75	3	a	a	DET
ajoaa-1276	75	4	very	very	ADV
ajoaa-1276	75	5	typical	typical	ADJ
ajoaa-1276	75	6	situation	situation	NOUN
ajoaa-1276	75	7	of	of	ADP
ajoaa-1276	75	8	the	the	DET
ajoaa-1276	75	9	land	land	NOUN
ajoaa-1276	75	10	ownership	ownership	NOUN
ajoaa-1276	75	11	and	and	CCONJ
ajoaa-1276	75	12	acquisition	acquisition	NOUN
ajoaa-1276	75	13	system	system	NOUN
ajoaa-1276	75	14	in	in	ADP
ajoaa-1276	75	15	ghana	ghana	PROPN
ajoaa-1276	75	16	.	.	PUNCT
ajoaa-1276	76	1	land	land	NOUN
ajoaa-1276	76	2	ownership	ownership	NOUN
ajoaa-1276	76	3	is	be	AUX
ajoaa-1276	76	4	dominated	dominate	VERB
ajoaa-1276	76	5	by	by	ADP
ajoaa-1276	76	6	males	male	NOUN
ajoaa-1276	76	7	whereas	whereas	SCONJ
ajoaa-1276	76	8	very	very	ADV
ajoaa-1276	76	9	few	few	ADJ
ajoaa-1276	76	10	females	female	NOUN
ajoaa-1276	76	11	have	have	VERB
ajoaa-1276	76	12	complete	complete	ADJ
ajoaa-1276	76	13	ownership	ownership	NOUN
ajoaa-1276	76	14	of	of	ADP
ajoaa-1276	76	15	lands	land	NOUN
ajoaa-1276	76	16	for	for	ADP
ajoaa-1276	76	17	agricultural	agricultural	ADJ
ajoaa-1276	76	18	purposes	purpose	NOUN
ajoaa-1276	76	19	.	.	PUNCT
ajoaa-1276	77	1	consistent	consistent	ADJ
ajoaa-1276	77	2	with	with	ADP
ajoaa-1276	77	3	results	result	NOUN
ajoaa-1276	77	4	obtained	obtain	VERB
ajoaa-1276	77	5	by	by	ADP
ajoaa-1276	77	6	vigneri	vigneri	PROPN
ajoaa-1276	77	7	(	(	PUNCT
ajoaa-1276	77	8	2007	2007	NUM
ajoaa-1276	77	9	)	)	PUNCT
ajoaa-1276	77	10	,	,	PUNCT
ajoaa-1276	77	11	cocoa	cocoa	NOUN
ajoaa-1276	77	12	producers	producer	NOUN
ajoaa-1276	77	13	in	in	ADP
ajoaa-1276	77	14	the	the	DET
ajoaa-1276	77	15	study	study	NOUN
ajoaa-1276	77	16	area	area	NOUN
ajoaa-1276	77	17	generally	generally	ADV
ajoaa-1276	77	18	had	have	VERB
ajoaa-1276	77	19	2	2	NUM
ajoaa-1276	77	20	low	low	ADJ
ajoaa-1276	77	21	level	level	NOUN
ajoaa-1276	77	22	of	of	ADP
ajoaa-1276	77	23	education	education	NOUN
ajoaa-1276	77	24	.	.	PUNCT
ajoaa-1276	78	1	out	out	ADP
ajoaa-1276	78	2	of	of	ADP
ajoaa-1276	78	3	the	the	DET
ajoaa-1276	78	4	190	190	NUM
ajoaa-1276	78	5	producers	producer	NOUN
ajoaa-1276	78	6	interviewed	interview	VERB
ajoaa-1276	78	7	,	,	PUNCT
ajoaa-1276	78	8	only	only	ADV
ajoaa-1276	78	9	1	1	NUM
ajoaa-1276	78	10	percent	percent	NOUN
ajoaa-1276	78	11	had	have	AUX
ajoaa-1276	78	12	attained	attain	VERB
ajoaa-1276	78	13	tertiary	tertiary	ADJ
ajoaa-1276	78	14	level	level	NOUN
ajoaa-1276	78	15	of	of	ADP
ajoaa-1276	78	16	education	education	NOUN
ajoaa-1276	78	17	whereas	whereas	SCONJ
ajoaa-1276	78	18	42.8	42.8	NUM
ajoaa-1276	78	19	%	%	NOUN
ajoaa-1276	78	20	have	have	AUX
ajoaa-1276	78	21	had	have	VERB
ajoaa-1276	78	22	some	some	DET
ajoaa-1276	78	23	form	form	NOUN
ajoaa-1276	78	24	of	of	ADP
ajoaa-1276	78	25	basic	basic	ADJ
ajoaa-1276	78	26	education	education	NOUN
ajoaa-1276	78	27	.	.	PUNCT
ajoaa-1276	79	1	on	on	ADP
ajoaa-1276	79	2	the	the	DET
ajoaa-1276	79	3	other	other	ADJ
ajoaa-1276	79	4	hand	hand	NOUN
ajoaa-1276	79	5	,	,	PUNCT
ajoaa-1276	79	6	37.4	37.4	NUM
ajoaa-1276	79	7	%	%	NOUN
ajoaa-1276	79	8	have	have	AUX
ajoaa-1276	79	9	had	have	VERB
ajoaa-1276	79	10	secondary	secondary	ADJ
ajoaa-1276	79	11	level	level	NOUN
ajoaa-1276	79	12	of	of	ADP
ajoaa-1276	79	13	education	education	NOUN
ajoaa-1276	79	14	whilst	whilst	SCONJ
ajoaa-1276	79	15	18.7	18.7	NUM
ajoaa-1276	79	16	percent	percent	NOUN
ajoaa-1276	79	17	of	of	ADP
ajoaa-1276	79	18	them	they	PRON
ajoaa-1276	79	19	have	have	VERB
ajoaa-1276	79	20	no	no	DET
ajoaa-1276	79	21	level	level	NOUN
ajoaa-1276	79	22	of	of	ADP
ajoaa-1276	79	23	education	education	NOUN
ajoaa-1276	79	24	in	in	ADP
ajoaa-1276	79	25	any	any	DET
ajoaa-1276	79	26	form	form	NOUN
ajoaa-1276	79	27	at	at	ADV
ajoaa-1276	79	28	all	all	ADV
ajoaa-1276	79	29	.	.	PUNCT
ajoaa-1276	80	1	farmers	farmer	NOUN
ajoaa-1276	80	2	access	access	VERB
ajoaa-1276	80	3	to	to	ADP
ajoaa-1276	80	4	support	support	NOUN
ajoaa-1276	80	5	services	service	NOUN
ajoaa-1276	80	6	the	the	DET
ajoaa-1276	80	7	various	various	ADJ
ajoaa-1276	80	8	off	off	NOUN
ajoaa-1276	80	9	-	-	PUNCT
ajoaa-1276	80	10	farm	farm	NOUN
ajoaa-1276	80	11	and	and	CCONJ
ajoaa-1276	80	12	on	on	ADP
ajoaa-1276	80	13	farm	farm	NOUN
ajoaa-1276	80	14	support	support	NOUN
ajoaa-1276	80	15	services	service	NOUN
ajoaa-1276	80	16	identified	identify	VERB
ajoaa-1276	80	17	during	during	ADP
ajoaa-1276	80	18	the	the	DET
ajoaa-1276	80	19	study	study	NOUN
ajoaa-1276	80	20	included	include	VERB
ajoaa-1276	80	21	labour	labour	NOUN
ajoaa-1276	80	22	services	service	NOUN
ajoaa-1276	80	23	,	,	PUNCT
ajoaa-1276	80	24	financial	financial	ADJ
ajoaa-1276	80	25	services	service	NOUN
ajoaa-1276	80	26	,	,	PUNCT
ajoaa-1276	80	27	technical	technical	ADJ
ajoaa-1276	80	28	assistance	assistance	NOUN
ajoaa-1276	80	29	from	from	ADP
ajoaa-1276	80	30	non	non	ADJ
ajoaa-1276	80	31	-	-	ADJ
ajoaa-1276	80	32	governmental	governmental	ADJ
ajoaa-1276	80	33	organisations	organisation	NOUN
ajoaa-1276	80	34	and	and	CCONJ
ajoaa-1276	80	35	projects	project	NOUN
ajoaa-1276	80	36	,	,	PUNCT
ajoaa-1276	80	37	farmer	farmer	NOUN
ajoaa-1276	80	38	group	group	NOUN
ajoaa-1276	80	39	support	support	NOUN
ajoaa-1276	80	40	services	service	NOUN
ajoaa-1276	80	41	,	,	PUNCT
ajoaa-1276	80	42	research	research	NOUN
ajoaa-1276	80	43	and	and	CCONJ
ajoaa-1276	80	44	development	development	NOUN
ajoaa-1276	80	45	(	(	PUNCT
ajoaa-1276	80	46	r&d	r&d	NOUN
ajoaa-1276	80	47	)	)	PUNCT
ajoaa-1276	80	48	institutional	institutional	ADJ
ajoaa-1276	80	49	support	support	NOUN
ajoaa-1276	80	50	services	service	NOUN
ajoaa-1276	80	51	,	,	PUNCT
ajoaa-1276	80	52	extension	extension	NOUN
ajoaa-1276	80	53	services	service	NOUN
ajoaa-1276	80	54	and	and	CCONJ
ajoaa-1276	80	55	input	input	NOUN
ajoaa-1276	80	56	support	support	NOUN
ajoaa-1276	80	57	services	service	NOUN
ajoaa-1276	80	58	.	.	PUNCT
ajoaa-1276	81	1	the	the	DET
ajoaa-1276	81	2	various	various	ADJ
ajoaa-1276	81	3	services	service	NOUN
ajoaa-1276	81	4	are	be	AUX
ajoaa-1276	81	5	discussed	discuss	VERB
ajoaa-1276	81	6	in	in	ADP
ajoaa-1276	81	7	the	the	DET
ajoaa-1276	81	8	following	follow	VERB
ajoaa-1276	81	9	sub	sub	NOUN
ajoaa-1276	81	10	sections	section	NOUN
ajoaa-1276	81	11	.	.	PUNCT
ajoaa-1276	82	1	labour	labour	ADJ
ajoaa-1276	82	2	services	service	NOUN
ajoaa-1276	82	3	and	and	CCONJ
ajoaa-1276	82	4	cocoa	cocoa	NOUN
ajoaa-1276	82	5	production	production	NOUN
ajoaa-1276	82	6	according	accord	VERB
ajoaa-1276	82	7	to	to	ADP
ajoaa-1276	82	8	a	a	DET
ajoaa-1276	82	9	undp	undp	PROPN
ajoaa-1276	82	10	(	(	PUNCT
ajoaa-1276	82	11	2010	2010	NUM
ajoaa-1276	82	12	)	)	PUNCT
ajoaa-1276	82	13	’s	’s	PART
ajoaa-1276	82	14	scoping	scope	VERB
ajoaa-1276	82	15	paper	paper	NOUN
ajoaa-1276	82	16	,	,	PUNCT
ajoaa-1276	82	17	cocoa	cocoa	NOUN
ajoaa-1276	82	18	production	production	NOUN
ajoaa-1276	82	19	demands	demand	VERB
ajoaa-1276	82	20	a	a	DET
ajoaa-1276	82	21	lot	lot	NOUN
ajoaa-1276	82	22	of	of	ADP
ajoaa-1276	82	23	manual	manual	ADJ
ajoaa-1276	82	24	labour	labour	NOUN
ajoaa-1276	82	25	works	work	NOUN
ajoaa-1276	82	26	since	since	SCONJ
ajoaa-1276	82	27	most	most	ADJ
ajoaa-1276	82	28	modern	modern	ADJ
ajoaa-1276	82	29	day	day	NOUN
ajoaa-1276	82	30	machines	machine	NOUN
ajoaa-1276	82	31	are	be	AUX
ajoaa-1276	82	32	not	not	PART
ajoaa-1276	82	33	suited	suit	VERB
ajoaa-1276	82	34	for	for	ADP
ajoaa-1276	82	35	cocoa	cocoa	NOUN
ajoaa-1276	82	36	.	.	PUNCT
ajoaa-1276	83	1	this	this	PRON
ajoaa-1276	83	2	explains	explain	VERB
ajoaa-1276	83	3	why	why	SCONJ
ajoaa-1276	83	4	none	none	NOUN
ajoaa-1276	83	5	of	of	ADP
ajoaa-1276	83	6	the	the	DET
ajoaa-1276	83	7	respondents	respondent	NOUN
ajoaa-1276	83	8	used	use	VERB
ajoaa-1276	83	9	machinery	machinery	NOUN
ajoaa-1276	83	10	for	for	ADP
ajoaa-1276	83	11	their	their	PRON
ajoaa-1276	83	12	labour	labour	ADJ
ajoaa-1276	83	13	activities	activity	NOUN
ajoaa-1276	83	14	.	.	PUNCT
ajoaa-1276	84	1	the	the	DET
ajoaa-1276	84	2	source	source	NOUN
ajoaa-1276	84	3	of	of	ADP
ajoaa-1276	84	4	labour	labour	NOUN
ajoaa-1276	84	5	a	a	DET
ajoaa-1276	84	6	producer	producer	NOUN
ajoaa-1276	84	7	gets	get	VERB
ajoaa-1276	84	8	access	access	NOUN
ajoaa-1276	84	9	to	to	ADP
ajoaa-1276	84	10	may	may	AUX
ajoaa-1276	84	11	either	either	CCONJ
ajoaa-1276	84	12	increase	increase	VERB
ajoaa-1276	84	13	or	or	CCONJ
ajoaa-1276	84	14	decrease	decrease	VERB
ajoaa-1276	84	15	the	the	DET
ajoaa-1276	84	16	cost	cost	NOUN
ajoaa-1276	84	17	of	of	ADP
ajoaa-1276	84	18	production	production	NOUN
ajoaa-1276	84	19	.	.	PUNCT
ajoaa-1276	85	1	productivity	productivity	NOUN
ajoaa-1276	85	2	levels	level	NOUN
ajoaa-1276	85	3	to	to	ADP
ajoaa-1276	85	4	some	some	DET
ajoaa-1276	85	5	extent	extent	NOUN
ajoaa-1276	85	6	are	be	AUX
ajoaa-1276	85	7	influenced	influence	VERB
ajoaa-1276	85	8	by	by	ADP
ajoaa-1276	85	9	the	the	DET
ajoaa-1276	85	10	source	source	NOUN
ajoaa-1276	85	11	of	of	ADP
ajoaa-1276	85	12	labour	labour	NOUN
ajoaa-1276	85	13	a	a	DET
ajoaa-1276	85	14	producer	producer	NOUN
ajoaa-1276	85	15	decides	decide	VERB
ajoaa-1276	85	16	to	to	PART
ajoaa-1276	85	17	use	use	VERB
ajoaa-1276	85	18	.	.	PUNCT
ajoaa-1276	86	1	heshmati	heshmati	NOUN
ajoaa-1276	86	2	and	and	CCONJ
ajoaa-1276	86	3	2	2	NUM
ajoaa-1276	86	4	the	the	DET
ajoaa-1276	86	5	lowest	low	ADJ
ajoaa-1276	86	6	form	form	NOUN
ajoaa-1276	86	7	of	of	ADP
ajoaa-1276	86	8	education	education	NOUN
ajoaa-1276	86	9	is	be	AUX
ajoaa-1276	86	10	basic	basic	ADJ
ajoaa-1276	86	11	education	education	NOUN
ajoaa-1276	86	12	with	with	ADP
ajoaa-1276	86	13	the	the	DET
ajoaa-1276	86	14	highest	high	ADJ
ajoaa-1276	86	15	form	form	NOUN
ajoaa-1276	86	16	being	be	AUX
ajoaa-1276	86	17	tertiary	tertiary	ADJ
ajoaa-1276	86	18	and	and	CCONJ
ajoaa-1276	86	19	majority	majority	NOUN
ajoaa-1276	86	20	of	of	ADP
ajoaa-1276	86	21	the	the	DET
ajoaa-1276	86	22	respondents	respondent	NOUN
ajoaa-1276	86	23	only	only	ADV
ajoaa-1276	86	24	had	have	VERB
ajoaa-1276	86	25	basic	basic	ADJ
ajoaa-1276	86	26	education	education	NOUN
ajoaa-1276	86	27	as	as	ADP
ajoaa-1276	86	28	their	their	PRON
ajoaa-1276	86	29	highest	high	ADJ
ajoaa-1276	86	30	level	level	NOUN
ajoaa-1276	86	31	of	of	ADP
ajoaa-1276	86	32	education	education	NOUN
ajoaa-1276	86	33	.	.	PUNCT
ajoaa-1276	87	1	vigneri	vigneri	PROPN
ajoaa-1276	87	2	(	(	PUNCT
ajoaa-1276	87	3	2007	2007	NUM
ajoaa-1276	87	4	)	)	PUNCT
ajoaa-1276	87	5	also	also	ADV
ajoaa-1276	87	6	reports	report	VERB
ajoaa-1276	87	7	that	that	SCONJ
ajoaa-1276	87	8	the	the	DET
ajoaa-1276	87	9	highest	high	ADJ
ajoaa-1276	87	10	level	level	NOUN
ajoaa-1276	87	11	of	of	ADP
ajoaa-1276	87	12	education	education	NOUN
ajoaa-1276	87	13	among	among	ADP
ajoaa-1276	87	14	cocoa	cocoa	NOUN
ajoaa-1276	87	15	farmers	farmer	NOUN
ajoaa-1276	87	16	in	in	ADP
ajoaa-1276	87	17	ghana	ghana	PROPN
ajoaa-1276	87	18	is	be	AUX
ajoaa-1276	87	19	the	the	DET
ajoaa-1276	87	20	primary	primary	ADJ
ajoaa-1276	87	21	level	level	NOUN
ajoaa-1276	87	22	.	.	PUNCT
ajoaa-1276	88	1	mulugeta	mulugeta	PROPN
ajoaa-1276	88	2	(	(	PUNCT
ajoaa-1276	88	3	1996	1996	NUM
ajoaa-1276	88	4	)	)	PUNCT
ajoaa-1276	88	5	observed	observe	VERB
ajoaa-1276	88	6	that	that	SCONJ
ajoaa-1276	88	7	both	both	PRON
ajoaa-1276	88	8	hired	hire	VERB
ajoaa-1276	88	9	and	and	CCONJ
ajoaa-1276	88	10	family	family	NOUN
ajoaa-1276	88	11	source	source	NOUN
ajoaa-1276	88	12	of	of	ADP
ajoaa-1276	88	13	labour	labour	NOUN
ajoaa-1276	88	14	was	be	AUX
ajoaa-1276	88	15	unequally	unequally	ADV
ajoaa-1276	88	16	productive	productive	ADJ
ajoaa-1276	88	17	.	.	PUNCT
ajoaa-1276	89	1	however	however	ADV
ajoaa-1276	89	2	,	,	PUNCT
ajoaa-1276	89	3	onumah	onumah	PROPN
ajoaa-1276	89	4	et	et	PROPN
ajoaa-1276	89	5	al	al	PROPN
ajoaa-1276	89	6	.	.	PROPN
ajoaa-1276	90	1	(	(	PUNCT
ajoaa-1276	90	2	2010	2010	NUM
ajoaa-1276	90	3	)	)	PUNCT
ajoaa-1276	90	4	observed	observe	VERB
ajoaa-1276	90	5	that	that	SCONJ
ajoaa-1276	90	6	in	in	ADP
ajoaa-1276	90	7	the	the	DET
ajoaa-1276	90	8	fish	fish	NOUN
ajoaa-1276	90	9	farm	farm	NOUN
ajoaa-1276	90	10	industries	industry	NOUN
ajoaa-1276	90	11	in	in	ADP
ajoaa-1276	90	12	ghana	ghana	PROPN
ajoaa-1276	90	13	,	,	PUNCT
ajoaa-1276	90	14	both	both	PRON
ajoaa-1276	90	15	hired	hire	VERB
ajoaa-1276	90	16	and	and	CCONJ
ajoaa-1276	90	17	family	family	NOUN
ajoaa-1276	90	18	source	source	NOUN
ajoaa-1276	90	19	of	of	ADP
ajoaa-1276	90	20	labour	labour	NOUN
ajoaa-1276	90	21	were	be	AUX
ajoaa-1276	90	22	equally	equally	ADV
ajoaa-1276	90	23	productive	productive	ADJ
ajoaa-1276	90	24	.	.	PUNCT
ajoaa-1276	91	1	cocoa	cocoa	NOUN
ajoaa-1276	91	2	farms	farm	NOUN
ajoaa-1276	91	3	in	in	ADP
ajoaa-1276	91	4	the	the	DET
ajoaa-1276	91	5	study	study	NOUN
ajoaa-1276	91	6	area	area	NOUN
ajoaa-1276	91	7	consider	consider	VERB
ajoaa-1276	91	8	family	family	NOUN
ajoaa-1276	91	9	,	,	PUNCT
ajoaa-1276	91	10	hired	hire	VERB
ajoaa-1276	91	11	and	and	CCONJ
ajoaa-1276	91	12	most	most	ADJ
ajoaa-1276	91	13	of	of	ADP
ajoaa-1276	91	14	the	the	DET
ajoaa-1276	91	15	time	time	NOUN
ajoaa-1276	91	16	,	,	PUNCT
ajoaa-1276	91	17	a	a	DET
ajoaa-1276	91	18	combination	combination	NOUN
ajoaa-1276	91	19	of	of	ADP
ajoaa-1276	91	20	the	the	DET
ajoaa-1276	91	21	two	two	NUM
ajoaa-1276	91	22	for	for	ADP
ajoaa-1276	91	23	their	their	PRON
ajoaa-1276	91	24	production	production	NOUN
ajoaa-1276	91	25	activities	activity	NOUN
ajoaa-1276	91	26	.	.	PUNCT
ajoaa-1276	92	1	for	for	ADP
ajoaa-1276	92	2	the	the	DET
ajoaa-1276	92	3	purposes	purpose	NOUN
ajoaa-1276	92	4	of	of	ADP
ajoaa-1276	92	5	this	this	DET
ajoaa-1276	92	6	study	study	NOUN
ajoaa-1276	92	7	,	,	PUNCT
ajoaa-1276	92	8	only	only	ADV
ajoaa-1276	92	9	hired	hire	VERB
ajoaa-1276	92	10	and	and	CCONJ
ajoaa-1276	92	11	family	family	NOUN
ajoaa-1276	92	12	labour	labour	NOUN
ajoaa-1276	92	13	were	be	AUX
ajoaa-1276	92	14	considered	consider	VERB
ajoaa-1276	92	15	as	as	SCONJ
ajoaa-1276	92	16	farmers	farmer	NOUN
ajoaa-1276	92	17	were	be	AUX
ajoaa-1276	92	18	ask	ask	VERB
ajoaa-1276	92	19	to	to	PART
ajoaa-1276	92	20	rank	rank	VERB
ajoaa-1276	92	21	in	in	ADP
ajoaa-1276	92	22	terms	term	NOUN
ajoaa-1276	92	23	of	of	ADP
ajoaa-1276	92	24	priority	priority	NOUN
ajoaa-1276	92	25	the	the	DET
ajoaa-1276	92	26	kind	kind	NOUN
ajoaa-1276	92	27	of	of	ADP
ajoaa-1276	92	28	labour	labour	NOUN
ajoaa-1276	92	29	that	that	PRON
ajoaa-1276	92	30	is	be	AUX
ajoaa-1276	92	31	most	most	ADV
ajoaa-1276	92	32	applicable	applicable	ADJ
ajoaa-1276	92	33	to	to	ADP
ajoaa-1276	92	34	them	they	PRON
ajoaa-1276	92	35	.	.	PUNCT
ajoaa-1276	93	1	the	the	DET
ajoaa-1276	93	2	results	result	NOUN
ajoaa-1276	93	3	indicate	indicate	VERB
ajoaa-1276	93	4	that	that	DET
ajoaa-1276	93	5	majority	majority	NOUN
ajoaa-1276	93	6	(	(	PUNCT
ajoaa-1276	93	7	66	66	NUM
ajoaa-1276	93	8	%	%	NOUN
ajoaa-1276	93	9	)	)	PUNCT
ajoaa-1276	93	10	of	of	ADP
ajoaa-1276	93	11	the	the	DET
ajoaa-1276	93	12	cocoa	cocoa	NOUN
ajoaa-1276	93	13	farmers	farmer	NOUN
ajoaa-1276	93	14	interviewed	interview	VERB
ajoaa-1276	93	15	however	however	ADV
ajoaa-1276	93	16	uses	uses	AUX
ajoaa-1276	93	17	mostly	mostly	ADV
ajoaa-1276	93	18	hired	hire	VERB
ajoaa-1276	93	19	labour	labour	NOUN
ajoaa-1276	93	20	for	for	ADP
ajoaa-1276	93	21	their	their	PRON
ajoaa-1276	93	22	production	production	NOUN
ajoaa-1276	93	23	activities	activity	NOUN
ajoaa-1276	93	24	.	.	PUNCT
ajoaa-1276	94	1	figure	figure	VERB
ajoaa-1276	94	2	1	1	NUM
ajoaa-1276	94	3	:	:	PUNCT
ajoaa-1276	94	4	percentage	percentage	NOUN
ajoaa-1276	94	5	of	of	ADP
ajoaa-1276	94	6	farmers	farmer	NOUN
ajoaa-1276	94	7	who	who	PRON
ajoaa-1276	94	8	had	have	VERB
ajoaa-1276	94	9	access	access	NOUN
ajoaa-1276	94	10	to	to	ADP
ajoaa-1276	94	11	some	some	DET
ajoaa-1276	94	12	support	support	NOUN
ajoaa-1276	94	13	services	service	NOUN
ajoaa-1276	94	14	financial	financial	ADJ
ajoaa-1276	94	15	services	service	NOUN
ajoaa-1276	94	16	most	most	ADJ
ajoaa-1276	94	17	agricultural	agricultural	ADJ
ajoaa-1276	94	18	production	production	NOUN
ajoaa-1276	94	19	is	be	AUX
ajoaa-1276	94	20	by	by	ADP
ajoaa-1276	94	21	nature	nature	NOUN
ajoaa-1276	94	22	seasonal	seasonal	ADJ
ajoaa-1276	94	23	and	and	CCONJ
ajoaa-1276	94	24	depends	depend	VERB
ajoaa-1276	94	25	on	on	ADP
ajoaa-1276	94	26	access	access	NOUN
ajoaa-1276	94	27	to	to	ADP
ajoaa-1276	94	28	quality	quality	NOUN
ajoaa-1276	94	29	resource	resource	NOUN
ajoaa-1276	94	30	base	base	NOUN
ajoaa-1276	94	31	else	else	ADV
ajoaa-1276	94	32	it	it	PRON
ajoaa-1276	94	33	would	would	AUX
ajoaa-1276	94	34	be	be	AUX
ajoaa-1276	94	35	vulnerable	vulnerable	ADJ
ajoaa-1276	94	36	to	to	ADP
ajoaa-1276	94	37	pests	pest	NOUN
ajoaa-1276	94	38	and	and	CCONJ
ajoaa-1276	94	39	spoilage	spoilage	VERB
ajoaa-1276	94	40	leading	lead	VERB
ajoaa-1276	94	41	to	to	ADP
ajoaa-1276	94	42	low	low	ADJ
ajoaa-1276	94	43	productivity	productivity	NOUN
ajoaa-1276	94	44	.	.	PUNCT
ajoaa-1276	95	1	for	for	SCONJ
ajoaa-1276	95	2	smallholder	smallholder	NOUN
ajoaa-1276	95	3	farmers	farmer	NOUN
ajoaa-1276	95	4	to	to	PART
ajoaa-1276	95	5	achieve	achieve	VERB
ajoaa-1276	95	6	higher	high	ADJ
ajoaa-1276	95	7	productivity	productivity	NOUN
ajoaa-1276	95	8	,	,	PUNCT
ajoaa-1276	95	9	timely	timely	ADJ
ajoaa-1276	95	10	access	access	NOUN
ajoaa-1276	95	11	to	to	ADP
ajoaa-1276	95	12	short	short	ADJ
ajoaa-1276	95	13	-	-	PUNCT
ajoaa-1276	95	14	term	term	NOUN
ajoaa-1276	95	15	finance	finance	NOUN
ajoaa-1276	95	16	for	for	ADP
ajoaa-1276	95	17	inputs	input	NOUN
ajoaa-1276	95	18	such	such	ADJ
ajoaa-1276	95	19	as	as	ADP
ajoaa-1276	95	20	seeds	seed	NOUN
ajoaa-1276	95	21	,	,	PUNCT
ajoaa-1276	95	22	fertilizer	fertilizer	NOUN
ajoaa-1276	95	23	,	,	PUNCT
ajoaa-1276	95	24	pesticides	pesticide	NOUN
ajoaa-1276	95	25	,	,	PUNCT
ajoaa-1276	95	26	herbicides	herbicide	NOUN
ajoaa-1276	95	27	,	,	PUNCT
ajoaa-1276	95	28	machine	machine	NOUN
ajoaa-1276	95	29	services	service	NOUN
ajoaa-1276	95	30	,	,	PUNCT
ajoaa-1276	95	31	transport	transport	NOUN
ajoaa-1276	95	32	,	,	PUNCT
ajoaa-1276	95	33	labour	labour	NOUN
ajoaa-1276	95	34	,	,	PUNCT
ajoaa-1276	95	35	and	and	CCONJ
ajoaa-1276	95	36	fuel	fuel	NOUN
ajoaa-1276	95	37	is	be	AUX
ajoaa-1276	95	38	fundamental	fundamental	ADJ
ajoaa-1276	95	39	.	.	PUNCT
ajoaa-1276	96	1	smallholder	smallholder	NOUN
ajoaa-1276	96	2	farmers	farmer	NOUN
ajoaa-1276	96	3	in	in	ADP
ajoaa-1276	96	4	developing	develop	VERB
ajoaa-1276	96	5	countries	country	NOUN
ajoaa-1276	96	6	however	however	ADV
ajoaa-1276	96	7	often	often	ADV
ajoaa-1276	96	8	face	face	VERB
ajoaa-1276	96	9	extreme	extreme	ADJ
ajoaa-1276	96	10	barriers	barrier	NOUN
ajoaa-1276	96	11	to	to	ADP
ajoaa-1276	96	12	finance	finance	NOUN
ajoaa-1276	96	13	(	(	PUNCT
ajoaa-1276	96	14	grossman	grossman	NOUN
ajoaa-1276	96	15	and	and	CCONJ
ajoaa-1276	96	16	51.6	51.6	NUM
ajoaa-1276	96	17	74.2	74.2	NUM
ajoaa-1276	96	18	83.7	83.7	NUM
ajoaa-1276	96	19	19.5	19.5	NUM
ajoaa-1276	96	20	27.1	27.1	NUM
ajoaa-1276	96	21	percentage	percentage	NOUN
ajoaa-1276	96	22	accessed	access	VERB
ajoaa-1276	96	23	asian	asian	ADJ
ajoaa-1276	96	24	journal	journal	NOUN
ajoaa-1276	96	25	of	of	ADP
ajoaa-1276	96	26	agriculture	agriculture	NOUN
ajoaa-1276	96	27	and	and	CCONJ
ajoaa-1276	96	28	rural	rural	ADJ
ajoaa-1276	96	29	development	development	NOUN
ajoaa-1276	96	30	,	,	PUNCT
ajoaa-1276	96	31	4(10)2014	4(10)2014	NUM
ajoaa-1276	96	32	:	:	PUNCT
ajoaa-1276	96	33	484	484	NUM
ajoaa-1276	96	34	-	-	SYM
ajoaa-1276	96	35	495	495	NUM
ajoaa-1276	96	36	489	489	NUM
ajoaa-1276	96	37	tarazi	tarazi	NOUN
ajoaa-1276	96	38	2014	2014	NUM
ajoaa-1276	96	39	)	)	PUNCT
ajoaa-1276	96	40	.	.	PUNCT
ajoaa-1276	97	1	financial	financial	ADJ
ajoaa-1276	97	2	service	service	NOUN
ajoaa-1276	97	3	providers	provider	NOUN
ajoaa-1276	97	4	face	face	VERB
ajoaa-1276	97	5	liquidity	liquidity	NOUN
ajoaa-1276	97	6	management	management	NOUN
ajoaa-1276	97	7	and	and	CCONJ
ajoaa-1276	97	8	challenges	challenge	NOUN
ajoaa-1276	97	9	due	due	ADJ
ajoaa-1276	97	10	to	to	ADP
ajoaa-1276	97	11	covariant	covariant	ADJ
ajoaa-1276	97	12	risks	risk	NOUN
ajoaa-1276	97	13	from	from	ADP
ajoaa-1276	97	14	these	these	DET
ajoaa-1276	97	15	farmers	farmer	NOUN
ajoaa-1276	97	16	.	.	PUNCT
ajoaa-1276	98	1	farmers	farmer	NOUN
ajoaa-1276	98	2	usually	usually	ADV
ajoaa-1276	98	3	have	have	VERB
ajoaa-1276	98	4	low	low	ADJ
ajoaa-1276	98	5	financial	financial	ADJ
ajoaa-1276	98	6	capability	capability	NOUN
ajoaa-1276	98	7	but	but	CCONJ
ajoaa-1276	98	8	higher	high	ADJ
ajoaa-1276	98	9	transaction	transaction	NOUN
ajoaa-1276	98	10	costs	cost	NOUN
ajoaa-1276	98	11	and	and	CCONJ
ajoaa-1276	98	12	financial	financial	ADJ
ajoaa-1276	98	13	needs	need	NOUN
ajoaa-1276	98	14	.	.	PUNCT
ajoaa-1276	99	1	poor	poor	ADJ
ajoaa-1276	99	2	access	access	NOUN
ajoaa-1276	99	3	and	and	CCONJ
ajoaa-1276	99	4	high	high	ADJ
ajoaa-1276	99	5	costs	cost	NOUN
ajoaa-1276	99	6	of	of	ADP
ajoaa-1276	99	7	credit	credit	NOUN
ajoaa-1276	99	8	constitute	constitute	VERB
ajoaa-1276	99	9	a	a	DET
ajoaa-1276	99	10	major	major	ADJ
ajoaa-1276	99	11	constraint	constraint	NOUN
ajoaa-1276	99	12	to	to	ADP
ajoaa-1276	99	13	farmers	farmer	NOUN
ajoaa-1276	99	14	in	in	ADP
ajoaa-1276	99	15	ghana	ghana	PROPN
ajoaa-1276	99	16	.	.	PUNCT
ajoaa-1276	100	1	the	the	DET
ajoaa-1276	100	2	seasonality	seasonality	NOUN
ajoaa-1276	100	3	nature	nature	NOUN
ajoaa-1276	100	4	of	of	ADP
ajoaa-1276	100	5	cocoa	cocoa	NOUN
ajoaa-1276	100	6	production	production	NOUN
ajoaa-1276	100	7	implies	imply	VERB
ajoaa-1276	100	8	that	that	SCONJ
ajoaa-1276	100	9	all	all	DET
ajoaa-1276	100	10	input	input	NOUN
ajoaa-1276	100	11	costs	cost	NOUN
ajoaa-1276	100	12	are	be	AUX
ajoaa-1276	100	13	incurred	incur	VERB
ajoaa-1276	100	14	before	before	SCONJ
ajoaa-1276	100	15	the	the	DET
ajoaa-1276	100	16	harvest	harvest	NOUN
ajoaa-1276	100	17	and	and	CCONJ
ajoaa-1276	100	18	farmers	farmer	NOUN
ajoaa-1276	100	19	sometimes	sometimes	ADV
ajoaa-1276	100	20	need	need	VERB
ajoaa-1276	100	21	to	to	PART
ajoaa-1276	100	22	borrow	borrow	VERB
ajoaa-1276	100	23	up	up	ADP
ajoaa-1276	100	24	to	to	PART
ajoaa-1276	100	25	60	60	NUM
ajoaa-1276	100	26	percent	percent	NOUN
ajoaa-1276	100	27	of	of	ADP
ajoaa-1276	100	28	their	their	PRON
ajoaa-1276	100	29	harvest	harvest	NOUN
ajoaa-1276	100	30	income	income	NOUN
ajoaa-1276	100	31	upfront	upfront	NOUN
ajoaa-1276	100	32	since	since	SCONJ
ajoaa-1276	100	33	they	they	PRON
ajoaa-1276	100	34	are	be	AUX
ajoaa-1276	100	35	usually	usually	ADV
ajoaa-1276	100	36	liquidity	liquidity	NOUN
ajoaa-1276	100	37	constrained	constrain	VERB
ajoaa-1276	100	38	and	and	CCONJ
ajoaa-1276	100	39	need	need	VERB
ajoaa-1276	100	40	credit	credit	NOUN
ajoaa-1276	100	41	(	(	PUNCT
ajoaa-1276	100	42	lundstedt	lundstedt	NOUN
ajoaa-1276	100	43	and	and	CCONJ
ajoaa-1276	100	44	pärssinen	pärssinen	NOUN
ajoaa-1276	100	45	,	,	PUNCT
ajoaa-1276	100	46	2009	2009	NUM
ajoaa-1276	100	47	)	)	PUNCT
ajoaa-1276	100	48	.	.	PUNCT
ajoaa-1276	101	1	due	due	ADP
ajoaa-1276	101	2	to	to	ADP
ajoaa-1276	101	3	the	the	DET
ajoaa-1276	101	4	financial	financial	ADJ
ajoaa-1276	101	5	risks	risk	NOUN
ajoaa-1276	101	6	,	,	PUNCT
ajoaa-1276	101	7	this	this	DET
ajoaa-1276	101	8	type	type	NOUN
ajoaa-1276	101	9	of	of	ADP
ajoaa-1276	101	10	finance	finance	NOUN
ajoaa-1276	101	11	is	be	AUX
ajoaa-1276	101	12	often	often	ADV
ajoaa-1276	101	13	unavailable	unavailable	ADJ
ajoaa-1276	101	14	to	to	ADP
ajoaa-1276	101	15	cocoa	cocoa	NOUN
ajoaa-1276	101	16	farmers	farmer	NOUN
ajoaa-1276	101	17	and	and	CCONJ
ajoaa-1276	101	18	it	it	PRON
ajoaa-1276	101	19	usually	usually	ADV
ajoaa-1276	101	20	holds	hold	VERB
ajoaa-1276	101	21	back	back	ADP
ajoaa-1276	101	22	productivity	productivity	NOUN
ajoaa-1276	101	23	and	and	CCONJ
ajoaa-1276	101	24	product	product	NOUN
ajoaa-1276	101	25	quality	quality	NOUN
ajoaa-1276	101	26	,	,	PUNCT
ajoaa-1276	101	27	as	as	ADV
ajoaa-1276	101	28	well	well	ADV
ajoaa-1276	101	29	as	as	ADP
ajoaa-1276	101	30	the	the	DET
ajoaa-1276	101	31	farmers	farmer	NOUN
ajoaa-1276	101	32	’	’	PART
ajoaa-1276	101	33	capacity	capacity	NOUN
ajoaa-1276	101	34	to	to	PART
ajoaa-1276	101	35	adopt	adopt	VERB
ajoaa-1276	101	36	better	well	ADJ
ajoaa-1276	101	37	technologies	technology	NOUN
ajoaa-1276	101	38	and	and	CCONJ
ajoaa-1276	101	39	build	build	VERB
ajoaa-1276	101	40	their	their	PRON
ajoaa-1276	101	41	businesses	business	NOUN
ajoaa-1276	101	42	.	.	PUNCT
ajoaa-1276	102	1	a	a	DET
ajoaa-1276	102	2	survey	survey	NOUN
ajoaa-1276	102	3	conducted	conduct	VERB
ajoaa-1276	102	4	by	by	ADP
ajoaa-1276	102	5	the	the	DET
ajoaa-1276	102	6	world	world	PROPN
ajoaa-1276	102	7	bank	bank	PROPN
ajoaa-1276	102	8	(	(	PUNCT
ajoaa-1276	102	9	2011	2011	NUM
ajoaa-1276	102	10	)	)	PUNCT
ajoaa-1276	102	11	concluded	conclude	VERB
ajoaa-1276	102	12	that	that	SCONJ
ajoaa-1276	102	13	,	,	PUNCT
ajoaa-1276	102	14	there	there	PRON
ajoaa-1276	102	15	is	be	VERB
ajoaa-1276	102	16	insufficient	insufficient	ADJ
ajoaa-1276	102	17	access	access	NOUN
ajoaa-1276	102	18	to	to	ADP
ajoaa-1276	102	19	affordable	affordable	ADJ
ajoaa-1276	102	20	credit	credit	NOUN
ajoaa-1276	102	21	as	as	ADP
ajoaa-1276	102	22	vast	vast	ADJ
ajoaa-1276	102	23	majority	majority	NOUN
ajoaa-1276	102	24	of	of	ADP
ajoaa-1276	102	25	cocoa	cocoa	NOUN
ajoaa-1276	102	26	farmers	farmer	NOUN
ajoaa-1276	102	27	in	in	ADP
ajoaa-1276	102	28	ghana	ghana	PROPN
ajoaa-1276	102	29	are	be	AUX
ajoaa-1276	102	30	at	at	ADP
ajoaa-1276	102	31	subsistence	subsistence	NOUN
ajoaa-1276	102	32	level	level	NOUN
ajoaa-1276	102	33	and	and	CCONJ
ajoaa-1276	102	34	have	have	AUX
ajoaa-1276	102	35	limited	limit	VERB
ajoaa-1276	102	36	working	work	VERB
ajoaa-1276	102	37	capital	capital	NOUN
ajoaa-1276	102	38	for	for	ADP
ajoaa-1276	102	39	the	the	DET
ajoaa-1276	102	40	purchase	purchase	NOUN
ajoaa-1276	102	41	of	of	ADP
ajoaa-1276	102	42	needed	need	VERB
ajoaa-1276	102	43	inputs	input	NOUN
ajoaa-1276	102	44	and	and	CCONJ
ajoaa-1276	102	45	to	to	PART
ajoaa-1276	102	46	cover	cover	VERB
ajoaa-1276	102	47	intra	intra	ADJ
ajoaa-1276	102	48	-	-	ADJ
ajoaa-1276	102	49	seasonal	seasonal	ADJ
ajoaa-1276	102	50	household	household	NOUN
ajoaa-1276	102	51	needs	need	NOUN
ajoaa-1276	102	52	.	.	PUNCT
ajoaa-1276	103	1	according	accord	VERB
ajoaa-1276	103	2	to	to	ADP
ajoaa-1276	103	3	the	the	DET
ajoaa-1276	103	4	survey	survey	NOUN
ajoaa-1276	103	5	,	,	PUNCT
ajoaa-1276	103	6	few	few	ADJ
ajoaa-1276	103	7	farmers	farmer	NOUN
ajoaa-1276	103	8	gain	gain	VERB
ajoaa-1276	103	9	access	access	NOUN
ajoaa-1276	103	10	to	to	ADP
ajoaa-1276	103	11	loan	loan	NOUN
ajoaa-1276	103	12	and	and	CCONJ
ajoaa-1276	103	13	even	even	ADV
ajoaa-1276	103	14	face	face	VERB
ajoaa-1276	103	15	exorbitant	exorbitant	ADJ
ajoaa-1276	103	16	interest	interest	NOUN
ajoaa-1276	103	17	rates	rate	NOUN
ajoaa-1276	103	18	from	from	ADP
ajoaa-1276	103	19	financial	financial	ADJ
ajoaa-1276	103	20	institutions	institution	NOUN
ajoaa-1276	103	21	that	that	PRON
ajoaa-1276	103	22	consider	consider	VERB
ajoaa-1276	103	23	farmers	farmer	NOUN
ajoaa-1276	103	24	as	as	ADP
ajoaa-1276	103	25	high	high	ADJ
ajoaa-1276	103	26	risk	risk	NOUN
ajoaa-1276	103	27	borrowers	borrower	NOUN
ajoaa-1276	103	28	.	.	PUNCT
ajoaa-1276	104	1	smallholder	smallholder	NOUN
ajoaa-1276	104	2	farmers	farmer	NOUN
ajoaa-1276	104	3	therefore	therefore	ADV
ajoaa-1276	104	4	have	have	VERB
ajoaa-1276	104	5	unfulfilled	unfulfilled	ADJ
ajoaa-1276	104	6	credit	credit	NOUN
ajoaa-1276	104	7	needs	need	NOUN
ajoaa-1276	104	8	for	for	ADP
ajoaa-1276	104	9	input	input	NOUN
ajoaa-1276	104	10	(	(	PUNCT
ajoaa-1276	104	11	seasonal	seasonal	ADJ
ajoaa-1276	104	12	)	)	PUNCT
ajoaa-1276	104	13	finance	finance	NOUN
ajoaa-1276	104	14	.	.	PUNCT
ajoaa-1276	105	1	if	if	SCONJ
ajoaa-1276	105	2	farmers	farmer	NOUN
ajoaa-1276	105	3	are	be	AUX
ajoaa-1276	105	4	to	to	PART
ajoaa-1276	105	5	increase	increase	VERB
ajoaa-1276	105	6	their	their	PRON
ajoaa-1276	105	7	outputs	output	NOUN
ajoaa-1276	105	8	,	,	PUNCT
ajoaa-1276	105	9	they	they	PRON
ajoaa-1276	105	10	must	must	AUX
ajoaa-1276	105	11	be	be	AUX
ajoaa-1276	105	12	able	able	ADJ
ajoaa-1276	105	13	to	to	PART
ajoaa-1276	105	14	do	do	VERB
ajoaa-1276	105	15	more	more	ADJ
ajoaa-1276	105	16	than	than	SCONJ
ajoaa-1276	105	17	survive	survive	VERB
ajoaa-1276	105	18	from	from	ADP
ajoaa-1276	105	19	year	year	NOUN
ajoaa-1276	105	20	to	to	ADP
ajoaa-1276	105	21	year	year	NOUN
ajoaa-1276	105	22	on	on	ADP
ajoaa-1276	105	23	their	their	PRON
ajoaa-1276	105	24	harvest	harvest	NOUN
ajoaa-1276	105	25	by	by	ADP
ajoaa-1276	105	26	gaining	gain	VERB
ajoaa-1276	105	27	easy	easy	ADJ
ajoaa-1276	105	28	access	access	NOUN
ajoaa-1276	105	29	to	to	ADP
ajoaa-1276	105	30	credit	credit	NOUN
ajoaa-1276	105	31	support	support	NOUN
ajoaa-1276	105	32	.	.	PUNCT
ajoaa-1276	106	1	according	accord	VERB
ajoaa-1276	106	2	to	to	ADP
ajoaa-1276	106	3	the	the	DET
ajoaa-1276	106	4	results	result	NOUN
ajoaa-1276	106	5	of	of	ADP
ajoaa-1276	106	6	the	the	DET
ajoaa-1276	106	7	study	study	NOUN
ajoaa-1276	106	8	,	,	PUNCT
ajoaa-1276	106	9	the	the	DET
ajoaa-1276	106	10	cocoa	cocoa	NOUN
ajoaa-1276	106	11	farmers	farmer	NOUN
ajoaa-1276	106	12	in	in	ADP
ajoaa-1276	106	13	eastern	eastern	PROPN
ajoaa-1276	106	14	ghana	ghana	PROPN
ajoaa-1276	106	15	obtained	obtain	VERB
ajoaa-1276	106	16	financial	financial	ADJ
ajoaa-1276	106	17	support	support	NOUN
ajoaa-1276	106	18	from	from	ADP
ajoaa-1276	106	19	various	various	ADJ
ajoaa-1276	106	20	sources	source	NOUN
ajoaa-1276	106	21	for	for	ADP
ajoaa-1276	106	22	their	their	PRON
ajoaa-1276	106	23	production	production	NOUN
ajoaa-1276	106	24	and	and	CCONJ
ajoaa-1276	106	25	post	post	ADJ
ajoaa-1276	106	26	-	-	ADJ
ajoaa-1276	106	27	production	production	ADJ
ajoaa-1276	106	28	activities	activity	NOUN
ajoaa-1276	106	29	.	.	PUNCT
ajoaa-1276	107	1	the	the	DET
ajoaa-1276	107	2	various	various	ADJ
ajoaa-1276	107	3	sources	source	NOUN
ajoaa-1276	107	4	included	include	VERB
ajoaa-1276	107	5	rural	rural	ADJ
ajoaa-1276	107	6	financial	financial	ADJ
ajoaa-1276	107	7	institutions	institution	NOUN
ajoaa-1276	107	8	,	,	PUNCT
ajoaa-1276	107	9	local	local	ADJ
ajoaa-1276	107	10	money	money	NOUN
ajoaa-1276	107	11	lenders	lender	NOUN
ajoaa-1276	107	12	,	,	PUNCT
ajoaa-1276	107	13	family	family	NOUN
ajoaa-1276	107	14	support	support	NOUN
ajoaa-1276	107	15	,	,	PUNCT
ajoaa-1276	107	16	and	and	CCONJ
ajoaa-1276	107	17	personal	personal	ADJ
ajoaa-1276	107	18	savings	saving	NOUN
ajoaa-1276	107	19	,	,	PUNCT
ajoaa-1276	107	20	among	among	ADP
ajoaa-1276	107	21	others	other	NOUN
ajoaa-1276	107	22	.	.	PUNCT
ajoaa-1276	108	1	however	however	ADV
ajoaa-1276	108	2	,	,	PUNCT
ajoaa-1276	108	3	the	the	DET
ajoaa-1276	108	4	most	most	ADV
ajoaa-1276	108	5	prominent	prominent	ADJ
ajoaa-1276	108	6	sources	source	NOUN
ajoaa-1276	108	7	of	of	ADP
ajoaa-1276	108	8	finance	finance	NOUN
ajoaa-1276	108	9	for	for	ADP
ajoaa-1276	108	10	these	these	DET
ajoaa-1276	108	11	farmers	farmer	NOUN
ajoaa-1276	108	12	were	be	AUX
ajoaa-1276	108	13	mainly	mainly	ADV
ajoaa-1276	108	14	personal	personal	ADJ
ajoaa-1276	108	15	savings	saving	NOUN
ajoaa-1276	108	16	and	and	CCONJ
ajoaa-1276	108	17	that	that	SCONJ
ajoaa-1276	108	18	from	from	ADP
ajoaa-1276	108	19	family	family	NOUN
ajoaa-1276	108	20	/	/	SYM
ajoaa-1276	108	21	friends	friend	NOUN
ajoaa-1276	108	22	.	.	PUNCT
ajoaa-1276	109	1	it	it	PRON
ajoaa-1276	109	2	can	can	AUX
ajoaa-1276	109	3	be	be	AUX
ajoaa-1276	109	4	said	say	VERB
ajoaa-1276	109	5	that	that	SCONJ
ajoaa-1276	109	6	cocoa	cocoa	NOUN
ajoaa-1276	109	7	producers	producer	NOUN
ajoaa-1276	109	8	in	in	ADP
ajoaa-1276	109	9	the	the	DET
ajoaa-1276	109	10	study	study	NOUN
ajoaa-1276	109	11	area	area	NOUN
ajoaa-1276	109	12	do	do	AUX
ajoaa-1276	109	13	not	not	PART
ajoaa-1276	109	14	really	really	ADV
ajoaa-1276	109	15	have	have	VERB
ajoaa-1276	109	16	greater	great	ADJ
ajoaa-1276	109	17	access	access	NOUN
ajoaa-1276	109	18	to	to	ADP
ajoaa-1276	109	19	financial	financial	ADJ
ajoaa-1276	109	20	services	service	NOUN
ajoaa-1276	109	21	,	,	PUNCT
ajoaa-1276	109	22	especially	especially	ADV
ajoaa-1276	109	23	those	those	PRON
ajoaa-1276	109	24	from	from	ADP
ajoaa-1276	109	25	financial	financial	ADJ
ajoaa-1276	109	26	institutions	institution	NOUN
ajoaa-1276	109	27	as	as	SCONJ
ajoaa-1276	109	28	the	the	DET
ajoaa-1276	109	29	study	study	NOUN
ajoaa-1276	109	30	sought	seek	VERB
ajoaa-1276	109	31	to	to	PART
ajoaa-1276	109	32	identify	identify	VERB
ajoaa-1276	109	33	.	.	PUNCT
ajoaa-1276	110	1	only	only	ADV
ajoaa-1276	110	2	about	about	ADV
ajoaa-1276	110	3	20	20	NUM
ajoaa-1276	110	4	%	%	NOUN
ajoaa-1276	110	5	of	of	ADP
ajoaa-1276	110	6	the	the	DET
ajoaa-1276	110	7	respondents	respondent	NOUN
ajoaa-1276	110	8	interviewed	interview	VERB
ajoaa-1276	110	9	reported	report	VERB
ajoaa-1276	110	10	they	they	PRON
ajoaa-1276	110	11	had	have	VERB
ajoaa-1276	110	12	access	access	NOUN
ajoaa-1276	110	13	to	to	ADP
ajoaa-1276	110	14	financial	financial	ADJ
ajoaa-1276	110	15	services	service	NOUN
ajoaa-1276	110	16	provided	provide	VERB
ajoaa-1276	110	17	by	by	ADP
ajoaa-1276	110	18	microfinance	microfinance	NOUN
ajoaa-1276	110	19	companies	company	NOUN
ajoaa-1276	110	20	within	within	ADP
ajoaa-1276	110	21	the	the	DET
ajoaa-1276	110	22	region	region	NOUN
ajoaa-1276	110	23	as	as	SCONJ
ajoaa-1276	110	24	shown	show	VERB
ajoaa-1276	110	25	in	in	ADP
ajoaa-1276	110	26	figure	figure	NOUN
ajoaa-1276	110	27	1	1	NUM
ajoaa-1276	110	28	.	.	PUNCT
ajoaa-1276	111	1	the	the	DET
ajoaa-1276	111	2	bulk	bulk	NOUN
ajoaa-1276	111	3	of	of	ADP
ajoaa-1276	111	4	the	the	DET
ajoaa-1276	111	5	credits	credit	NOUN
ajoaa-1276	111	6	they	they	PRON
ajoaa-1276	111	7	received	receive	VERB
ajoaa-1276	111	8	from	from	ADP
ajoaa-1276	111	9	the	the	DET
ajoaa-1276	111	10	financial	financial	ADJ
ajoaa-1276	111	11	institutions	institution	NOUN
ajoaa-1276	111	12	were	be	AUX
ajoaa-1276	111	13	channelled	channel	VERB
ajoaa-1276	111	14	into	into	ADP
ajoaa-1276	111	15	paying	pay	VERB
ajoaa-1276	111	16	for	for	ADP
ajoaa-1276	111	17	labour	labour	NOUN
ajoaa-1276	111	18	services	service	NOUN
ajoaa-1276	111	19	.	.	PUNCT
ajoaa-1276	112	1	majority	majority	NOUN
ajoaa-1276	112	2	(	(	PUNCT
ajoaa-1276	112	3	80	80	NUM
ajoaa-1276	112	4	%	%	NOUN
ajoaa-1276	112	5	)	)	PUNCT
ajoaa-1276	112	6	of	of	ADP
ajoaa-1276	112	7	the	the	DET
ajoaa-1276	112	8	farmers	farmer	NOUN
ajoaa-1276	112	9	who	who	PRON
ajoaa-1276	112	10	are	be	AUX
ajoaa-1276	112	11	unable	unable	ADJ
ajoaa-1276	112	12	to	to	PART
ajoaa-1276	112	13	access	access	VERB
ajoaa-1276	112	14	financial	financial	ADJ
ajoaa-1276	112	15	services	service	NOUN
ajoaa-1276	112	16	reported	report	VERB
ajoaa-1276	112	17	that	that	SCONJ
ajoaa-1276	112	18	the	the	DET
ajoaa-1276	112	19	lack	lack	NOUN
ajoaa-1276	112	20	of	of	ADP
ajoaa-1276	112	21	any	any	DET
ajoaa-1276	112	22	form	form	NOUN
ajoaa-1276	112	23	of	of	ADP
ajoaa-1276	112	24	collateral	collateral	NOUN
ajoaa-1276	112	25	hinders	hinder	VERB
ajoaa-1276	112	26	them	they	PRON
ajoaa-1276	112	27	from	from	ADP
ajoaa-1276	112	28	accessing	access	VERB
ajoaa-1276	112	29	these	these	DET
ajoaa-1276	112	30	services	service	NOUN
ajoaa-1276	112	31	.	.	PUNCT
ajoaa-1276	113	1	financial	financial	ADJ
ajoaa-1276	113	2	institutions	institution	NOUN
ajoaa-1276	113	3	are	be	AUX
ajoaa-1276	113	4	therefore	therefore	ADV
ajoaa-1276	113	5	encouraged	encouraged	ADJ
ajoaa-1276	113	6	to	to	PART
ajoaa-1276	113	7	extend	extend	VERB
ajoaa-1276	113	8	more	more	ADJ
ajoaa-1276	113	9	of	of	ADP
ajoaa-1276	113	10	their	their	PRON
ajoaa-1276	113	11	services	service	NOUN
ajoaa-1276	113	12	to	to	ADP
ajoaa-1276	113	13	these	these	DET
ajoaa-1276	113	14	farmers	farmer	NOUN
ajoaa-1276	113	15	for	for	SCONJ
ajoaa-1276	113	16	them	they	PRON
ajoaa-1276	113	17	to	to	PART
ajoaa-1276	113	18	be	be	AUX
ajoaa-1276	113	19	able	able	ADJ
ajoaa-1276	113	20	to	to	PART
ajoaa-1276	113	21	increase	increase	VERB
ajoaa-1276	113	22	production	production	NOUN
ajoaa-1276	113	23	for	for	ADP
ajoaa-1276	113	24	to	to	PART
ajoaa-1276	113	25	improve	improve	VERB
ajoaa-1276	113	26	upon	upon	SCONJ
ajoaa-1276	113	27	their	their	PRON
ajoaa-1276	113	28	income	income	NOUN
ajoaa-1276	113	29	security	security	NOUN
ajoaa-1276	113	30	.	.	PUNCT
ajoaa-1276	114	1	technical	technical	ADJ
ajoaa-1276	114	2	assistance	assistance	NOUN
ajoaa-1276	114	3	and	and	CCONJ
ajoaa-1276	114	4	fbo	fbo	NOUN
ajoaa-1276	114	5	support	support	NOUN
ajoaa-1276	114	6	services	service	NOUN
ajoaa-1276	114	7	in	in	ADP
ajoaa-1276	114	8	the	the	DET
ajoaa-1276	114	9	rural	rural	ADJ
ajoaa-1276	114	10	communities	community	NOUN
ajoaa-1276	114	11	where	where	SCONJ
ajoaa-1276	114	12	cocoa	cocoa	NOUN
ajoaa-1276	114	13	production	production	NOUN
ajoaa-1276	114	14	dominates	dominate	VERB
ajoaa-1276	114	15	,	,	PUNCT
ajoaa-1276	114	16	a	a	DET
ajoaa-1276	114	17	much	much	ADV
ajoaa-1276	114	18	stronger	strong	ADJ
ajoaa-1276	114	19	form	form	NOUN
ajoaa-1276	114	20	of	of	ADP
ajoaa-1276	114	21	support	support	NOUN
ajoaa-1276	114	22	is	be	AUX
ajoaa-1276	114	23	usually	usually	ADV
ajoaa-1276	114	24	received	receive	VERB
ajoaa-1276	114	25	from	from	ADP
ajoaa-1276	114	26	farmer	farmer	NOUN
ajoaa-1276	114	27	based	base	VERB
ajoaa-1276	114	28	organisations	organisation	NOUN
ajoaa-1276	114	29	(	(	PUNCT
ajoaa-1276	114	30	fbos	fbo	NOUN
ajoaa-1276	114	31	)	)	PUNCT
ajoaa-1276	114	32	.	.	PUNCT
ajoaa-1276	115	1	according	accord	VERB
ajoaa-1276	115	2	to	to	ADP
ajoaa-1276	115	3	onumah	onumah	PROPN
ajoaa-1276	115	4	et	et	PROPN
ajoaa-1276	115	5	al	al	PROPN
ajoaa-1276	115	6	.	.	PROPN
ajoaa-1276	116	1	(	(	PUNCT
ajoaa-1276	116	2	2007	2007	NUM
ajoaa-1276	116	3	)	)	PUNCT
ajoaa-1276	116	4	,	,	PUNCT
ajoaa-1276	116	5	rural	rural	ADJ
ajoaa-1276	116	6	farmers	farmer	NOUN
ajoaa-1276	116	7	have	have	VERB
ajoaa-1276	116	8	a	a	DET
ajoaa-1276	116	9	tradition	tradition	NOUN
ajoaa-1276	116	10	of	of	ADP
ajoaa-1276	116	11	performing	perform	VERB
ajoaa-1276	116	12	certain	certain	ADJ
ajoaa-1276	116	13	agricultural	agricultural	ADJ
ajoaa-1276	116	14	productive	productive	ADJ
ajoaa-1276	116	15	activities	activity	NOUN
ajoaa-1276	116	16	as	as	ADP
ajoaa-1276	116	17	a	a	DET
ajoaa-1276	116	18	group	group	NOUN
ajoaa-1276	116	19	rather	rather	ADV
ajoaa-1276	116	20	as	as	ADP
ajoaa-1276	116	21	individual	individual	ADJ
ajoaa-1276	116	22	.	.	PUNCT
ajoaa-1276	117	1	members	member	NOUN
ajoaa-1276	117	2	of	of	ADP
ajoaa-1276	117	3	these	these	DET
ajoaa-1276	117	4	fbos	fbo	NOUN
ajoaa-1276	117	5	then	then	ADV
ajoaa-1276	117	6	enjoy	enjoy	VERB
ajoaa-1276	117	7	various	various	ADJ
ajoaa-1276	117	8	benefits	benefit	NOUN
ajoaa-1276	117	9	including	include	VERB
ajoaa-1276	117	10	group	group	NOUN
ajoaa-1276	117	11	solidarity	solidarity	NOUN
ajoaa-1276	117	12	and	and	CCONJ
ajoaa-1276	117	13	leveraging	leveraging	NOUN
ajoaa-1276	117	14	.	.	PUNCT
ajoaa-1276	118	1	these	these	DET
ajoaa-1276	118	2	farmers	farmer	NOUN
ajoaa-1276	118	3	leverage	leverage	VERB
ajoaa-1276	118	4	on	on	ADP
ajoaa-1276	118	5	the	the	DET
ajoaa-1276	118	6	successes	success	NOUN
ajoaa-1276	118	7	of	of	ADP
ajoaa-1276	118	8	each	each	DET
ajoaa-1276	118	9	other	other	ADJ
ajoaa-1276	118	10	to	to	PART
ajoaa-1276	118	11	improve	improve	VERB
ajoaa-1276	118	12	upon	upon	SCONJ
ajoaa-1276	118	13	their	their	PRON
ajoaa-1276	118	14	own	own	ADJ
ajoaa-1276	118	15	production	production	NOUN
ajoaa-1276	118	16	and	and	CCONJ
ajoaa-1276	118	17	post	post	ADJ
ajoaa-1276	118	18	-	-	ADJ
ajoaa-1276	118	19	harvest	harvest	ADJ
ajoaa-1276	118	20	practices	practice	NOUN
ajoaa-1276	118	21	for	for	ADP
ajoaa-1276	118	22	a	a	DET
ajoaa-1276	118	23	higher	high	ADJ
ajoaa-1276	118	24	yield	yield	NOUN
ajoaa-1276	118	25	.	.	PUNCT
ajoaa-1276	119	1	a	a	DET
ajoaa-1276	119	2	number	number	NOUN
ajoaa-1276	119	3	of	of	ADP
ajoaa-1276	119	4	non	non	ADJ
ajoaa-1276	119	5	-	-	ADJ
ajoaa-1276	119	6	governmental	governmental	ADJ
ajoaa-1276	119	7	organisations	organisation	NOUN
ajoaa-1276	119	8	assist	assist	VERB
ajoaa-1276	119	9	these	these	DET
ajoaa-1276	119	10	farmers	farmer	NOUN
ajoaa-1276	119	11	in	in	ADP
ajoaa-1276	119	12	terms	term	NOUN
ajoaa-1276	119	13	of	of	ADP
ajoaa-1276	119	14	providing	provide	VERB
ajoaa-1276	119	15	them	they	PRON
ajoaa-1276	119	16	with	with	ADP
ajoaa-1276	119	17	technical	technical	ADJ
ajoaa-1276	119	18	assistance	assistance	NOUN
ajoaa-1276	119	19	such	such	ADJ
ajoaa-1276	119	20	as	as	ADP
ajoaa-1276	119	21	good	good	ADJ
ajoaa-1276	119	22	agricultural	agricultural	ADJ
ajoaa-1276	119	23	practices	practice	NOUN
ajoaa-1276	119	24	that	that	PRON
ajoaa-1276	119	25	will	will	AUX
ajoaa-1276	119	26	help	help	VERB
ajoaa-1276	119	27	improve	improve	VERB
ajoaa-1276	119	28	their	their	PRON
ajoaa-1276	119	29	productivity	productivity	NOUN
ajoaa-1276	119	30	and	and	CCONJ
ajoaa-1276	119	31	efficiency	efficiency	NOUN
ajoaa-1276	119	32	levels	level	NOUN
ajoaa-1276	119	33	.	.	PUNCT
ajoaa-1276	120	1	these	these	DET
ajoaa-1276	120	2	ngos	ngo	NOUN
ajoaa-1276	120	3	usually	usually	ADV
ajoaa-1276	120	4	target	target	VERB
ajoaa-1276	120	5	farmers	farmer	NOUN
ajoaa-1276	120	6	in	in	ADP
ajoaa-1276	120	7	groups	group	NOUN
ajoaa-1276	120	8	when	when	SCONJ
ajoaa-1276	120	9	they	they	PRON
ajoaa-1276	120	10	are	be	AUX
ajoaa-1276	120	11	sending	send	VERB
ajoaa-1276	120	12	technical	technical	ADJ
ajoaa-1276	120	13	assistance	assistance	NOUN
ajoaa-1276	120	14	to	to	ADP
ajoaa-1276	120	15	them	they	PRON
ajoaa-1276	120	16	,	,	PUNCT
ajoaa-1276	120	17	hence	hence	ADV
ajoaa-1276	120	18	belonging	belong	VERB
ajoaa-1276	120	19	to	to	ADP
ajoaa-1276	120	20	a	a	DET
ajoaa-1276	120	21	farmer	farmer	NOUN
ajoaa-1276	120	22	group	group	NOUN
ajoaa-1276	120	23	is	be	AUX
ajoaa-1276	120	24	very	very	ADV
ajoaa-1276	120	25	crucial	crucial	ADJ
ajoaa-1276	120	26	to	to	ADP
ajoaa-1276	120	27	assessing	assess	VERB
ajoaa-1276	120	28	any	any	DET
ajoaa-1276	120	29	form	form	NOUN
ajoaa-1276	120	30	of	of	ADP
ajoaa-1276	120	31	technical	technical	ADJ
ajoaa-1276	120	32	assistance	assistance	NOUN
ajoaa-1276	120	33	.	.	PUNCT
ajoaa-1276	121	1	various	various	ADJ
ajoaa-1276	121	2	studies	study	NOUN
ajoaa-1276	121	3	have	have	AUX
ajoaa-1276	121	4	established	establish	VERB
ajoaa-1276	121	5	that	that	SCONJ
ajoaa-1276	121	6	the	the	DET
ajoaa-1276	121	7	rationale	rationale	NOUN
ajoaa-1276	121	8	for	for	ADP
ajoaa-1276	121	9	many	many	ADJ
ajoaa-1276	121	10	projects	project	NOUN
ajoaa-1276	121	11	supporting	support	VERB
ajoaa-1276	121	12	the	the	DET
ajoaa-1276	121	13	development	development	NOUN
ajoaa-1276	121	14	of	of	ADP
ajoaa-1276	121	15	fbos	fbos	PROPN
ajoaa-1276	121	16	in	in	ADP
ajoaa-1276	121	17	africa	africa	PROPN
ajoaa-1276	121	18	is	be	AUX
ajoaa-1276	121	19	to	to	PART
ajoaa-1276	121	20	facilitate	facilitate	VERB
ajoaa-1276	121	21	access	access	NOUN
ajoaa-1276	121	22	to	to	ADP
ajoaa-1276	121	23	credit	credit	NOUN
ajoaa-1276	121	24	,	,	PUNCT
ajoaa-1276	121	25	farm	farm	NOUN
ajoaa-1276	121	26	inputs	input	NOUN
ajoaa-1276	121	27	,	,	PUNCT
ajoaa-1276	121	28	extension	extension	NOUN
ajoaa-1276	121	29	services	service	NOUN
ajoaa-1276	121	30	and	and	CCONJ
ajoaa-1276	121	31	markets	market	NOUN
ajoaa-1276	121	32	for	for	ADP
ajoaa-1276	121	33	their	their	PRON
ajoaa-1276	121	34	produce	produce	NOUN
ajoaa-1276	121	35	(	(	PUNCT
ajoaa-1276	121	36	bernard	bernard	NOUN
ajoaa-1276	121	37	et	et	PROPN
ajoaa-1276	121	38	al	al	PROPN
ajoaa-1276	121	39	.	.	PROPN
ajoaa-1276	121	40	,	,	PUNCT
ajoaa-1276	121	41	2008	2008	NUM
ajoaa-1276	121	42	;	;	PUNCT
ajoaa-1276	121	43	bernard	bernard	NOUN
ajoaa-1276	121	44	and	and	CCONJ
ajoaa-1276	121	45	spielman	spielman	PROPN
ajoaa-1276	121	46	2009	2009	NUM
ajoaa-1276	121	47	;	;	PUNCT
ajoaa-1276	121	48	barham	barham	PROPN
ajoaa-1276	121	49	and	and	CCONJ
ajoaa-1276	121	50	chitemi	chitemi	ADP
ajoaa-1276	121	51	2009	2009	NUM
ajoaa-1276	121	52	)	)	PUNCT
ajoaa-1276	121	53	.	.	PUNCT
ajoaa-1276	122	1	on	on	ADP
ajoaa-1276	122	2	the	the	DET
ajoaa-1276	122	3	other	other	ADJ
ajoaa-1276	122	4	hand	hand	NOUN
ajoaa-1276	122	5	,	,	PUNCT
ajoaa-1276	122	6	weak	weak	ADJ
ajoaa-1276	122	7	organizations	organization	NOUN
ajoaa-1276	122	8	of	of	ADP
ajoaa-1276	122	9	asian	asian	ADJ
ajoaa-1276	122	10	journal	journal	PROPN
ajoaa-1276	122	11	of	of	ADP
ajoaa-1276	122	12	agriculture	agriculture	NOUN
ajoaa-1276	122	13	and	and	CCONJ
ajoaa-1276	122	14	rural	rural	ADJ
ajoaa-1276	122	15	development	development	NOUN
ajoaa-1276	122	16	,	,	PUNCT
ajoaa-1276	122	17	4(10)2014	4(10)2014	NUM
ajoaa-1276	122	18	:	:	PUNCT
ajoaa-1276	122	19	484	484	NUM
ajoaa-1276	122	20	-	-	SYM
ajoaa-1276	122	21	495	495	NUM
ajoaa-1276	122	22	490	490	NUM
ajoaa-1276	122	23	cocoa	cocoa	NOUN
ajoaa-1276	122	24	farmers	farmer	NOUN
ajoaa-1276	122	25	however	however	ADV
ajoaa-1276	122	26	have	have	AUX
ajoaa-1276	122	27	resulted	result	VERB
ajoaa-1276	122	28	in	in	ADP
ajoaa-1276	122	29	farmers	farmer	NOUN
ajoaa-1276	122	30	’	’	PART
ajoaa-1276	122	31	inability	inability	NOUN
ajoaa-1276	122	32	to	to	PART
ajoaa-1276	122	33	mobilize	mobilize	VERB
ajoaa-1276	122	34	themselves	themselves	PRON
ajoaa-1276	122	35	to	to	ADP
ajoaa-1276	122	36	demand	demand	VERB
ajoaa-1276	122	37	or	or	CCONJ
ajoaa-1276	122	38	access	access	NOUN
ajoaa-1276	122	39	production	production	NOUN
ajoaa-1276	122	40	support	support	NOUN
ajoaa-1276	122	41	services	service	NOUN
ajoaa-1276	122	42	.	.	PUNCT
ajoaa-1276	123	1	contrary	contrary	ADJ
ajoaa-1276	123	2	to	to	ADP
ajoaa-1276	123	3	studies	study	NOUN
ajoaa-1276	123	4	by	by	ADP
ajoaa-1276	123	5	the	the	DET
ajoaa-1276	123	6	world	world	PROPN
ajoaa-1276	123	7	bank	bank	PROPN
ajoaa-1276	123	8	(	(	PUNCT
ajoaa-1276	123	9	2011	2011	NUM
ajoaa-1276	123	10	)	)	PUNCT
ajoaa-1276	123	11	that	that	PRON
ajoaa-1276	123	12	suggested	suggest	VERB
ajoaa-1276	123	13	that	that	SCONJ
ajoaa-1276	123	14	less	less	ADJ
ajoaa-1276	123	15	than	than	ADP
ajoaa-1276	123	16	10	10	NUM
ajoaa-1276	123	17	%	%	NOUN
ajoaa-1276	123	18	of	of	ADP
ajoaa-1276	123	19	cocoa	cocoa	NOUN
ajoaa-1276	123	20	farmers	farmer	NOUN
ajoaa-1276	123	21	in	in	ADP
ajoaa-1276	123	22	ghana	ghana	PROPN
ajoaa-1276	123	23	are	be	AUX
ajoaa-1276	123	24	members	member	NOUN
ajoaa-1276	123	25	of	of	ADP
ajoaa-1276	123	26	a	a	DET
ajoaa-1276	123	27	cooperative	cooperative	ADJ
ajoaa-1276	123	28	or	or	CCONJ
ajoaa-1276	123	29	other	other	ADJ
ajoaa-1276	123	30	farmer	farmer	NOUN
ajoaa-1276	123	31	association	association	NOUN
ajoaa-1276	123	32	this	this	DET
ajoaa-1276	123	33	study	study	NOUN
ajoaa-1276	123	34	proves	prove	VERB
ajoaa-1276	123	35	otherwise	otherwise	ADV
ajoaa-1276	123	36	.	.	PUNCT
ajoaa-1276	124	1	in	in	ADP
ajoaa-1276	124	2	figure	figure	NOUN
ajoaa-1276	124	3	1	1	NUM
ajoaa-1276	124	4	,	,	PUNCT
ajoaa-1276	124	5	the	the	DET
ajoaa-1276	124	6	study	study	NOUN
ajoaa-1276	124	7	revealed	reveal	VERB
ajoaa-1276	124	8	that	that	SCONJ
ajoaa-1276	124	9	about	about	ADV
ajoaa-1276	124	10	74	74	NUM
ajoaa-1276	124	11	%	%	NOUN
ajoaa-1276	124	12	of	of	ADP
ajoaa-1276	124	13	cocoa	cocoa	NOUN
ajoaa-1276	124	14	farmers	farmer	NOUN
ajoaa-1276	124	15	in	in	ADP
ajoaa-1276	124	16	the	the	DET
ajoaa-1276	124	17	study	study	NOUN
ajoaa-1276	124	18	area	area	NOUN
ajoaa-1276	124	19	belonged	belong	VERB
ajoaa-1276	124	20	to	to	ADP
ajoaa-1276	124	21	an	an	DET
ajoaa-1276	124	22	fbo	fbo	PROPN
ajoaa-1276	124	23	.	.	PROPN
ajoaa-1276	124	24	salifu	salifu	PROPN
ajoaa-1276	124	25	et	et	PROPN
ajoaa-1276	124	26	al	al	PROPN
ajoaa-1276	124	27	.	.	PROPN
ajoaa-1276	125	1	(	(	PUNCT
ajoaa-1276	125	2	2010	2010	NUM
ajoaa-1276	125	3	)	)	PUNCT
ajoaa-1276	125	4	observed	observe	VERB
ajoaa-1276	125	5	that	that	SCONJ
ajoaa-1276	125	6	fbos	fbo	NOUN
ajoaa-1276	125	7	have	have	AUX
ajoaa-1276	125	8	increasingly	increasingly	ADV
ajoaa-1276	125	9	diverse	diverse	ADJ
ajoaa-1276	125	10	range	range	NOUN
ajoaa-1276	125	11	of	of	ADP
ajoaa-1276	125	12	collective	collective	ADJ
ajoaa-1276	125	13	activities	activity	NOUN
ajoaa-1276	125	14	this	this	PRON
ajoaa-1276	125	15	he	he	PRON
ajoaa-1276	125	16	cited	cite	VERB
ajoaa-1276	125	17	the	the	DET
ajoaa-1276	125	18	ministry	ministry	PROPN
ajoaa-1276	125	19	of	of	ADP
ajoaa-1276	125	20	food	food	NOUN
ajoaa-1276	125	21	and	and	CCONJ
ajoaa-1276	125	22	agriculture	agriculture	NOUN
ajoaa-1276	125	23	(	(	PUNCT
ajoaa-1276	125	24	mofa	mofa	PROPN
ajoaa-1276	125	25	)	)	PUNCT
ajoaa-1276	125	26	which	which	PRON
ajoaa-1276	125	27	distinguishes	distinguish	VERB
ajoaa-1276	125	28	between	between	ADP
ajoaa-1276	125	29	production	production	NOUN
ajoaa-1276	125	30	,	,	PUNCT
ajoaa-1276	125	31	processing	processing	NOUN
ajoaa-1276	125	32	,	,	PUNCT
ajoaa-1276	125	33	marketing	marketing	NOUN
ajoaa-1276	125	34	and	and	CCONJ
ajoaa-1276	125	35	multipurpose	multipurpose	NOUN
ajoaa-1276	125	36	fbos	fbo	NOUN
ajoaa-1276	125	37	for	for	ADP
ajoaa-1276	125	38	an	an	DET
ajoaa-1276	125	39	array	array	NOUN
ajoaa-1276	125	40	of	of	ADP
ajoaa-1276	125	41	collective	collective	ADJ
ajoaa-1276	125	42	services	service	NOUN
ajoaa-1276	125	43	.	.	PUNCT
ajoaa-1276	126	1	building	build	VERB
ajoaa-1276	126	2	selfmanaging	selfmanaging	NOUN
ajoaa-1276	126	3	capacity	capacity	NOUN
ajoaa-1276	126	4	and	and	CCONJ
ajoaa-1276	126	5	improving	improve	VERB
ajoaa-1276	126	6	organization	organization	NOUN
ajoaa-1276	126	7	of	of	ADP
ajoaa-1276	126	8	fbos	fbos	PROPN
ajoaa-1276	126	9	is	be	AUX
ajoaa-1276	126	10	therefore	therefore	ADV
ajoaa-1276	126	11	important	important	ADJ
ajoaa-1276	126	12	to	to	PART
ajoaa-1276	126	13	ensure	ensure	VERB
ajoaa-1276	126	14	a	a	DET
ajoaa-1276	126	15	better	well	ADJ
ajoaa-1276	126	16	organization	organization	NOUN
ajoaa-1276	126	17	of	of	ADP
ajoaa-1276	126	18	farmers	farmer	NOUN
ajoaa-1276	126	19	to	to	PART
ajoaa-1276	126	20	access	access	VERB
ajoaa-1276	126	21	production	production	NOUN
ajoaa-1276	126	22	support	support	NOUN
ajoaa-1276	126	23	services	service	NOUN
ajoaa-1276	126	24	.	.	PUNCT
ajoaa-1276	127	1	from	from	ADP
ajoaa-1276	127	2	the	the	DET
ajoaa-1276	127	3	study	study	NOUN
ajoaa-1276	127	4	,	,	PUNCT
ajoaa-1276	127	5	the	the	DET
ajoaa-1276	127	6	various	various	ADJ
ajoaa-1276	127	7	types	type	NOUN
ajoaa-1276	127	8	of	of	ADP
ajoaa-1276	127	9	assistance	assistance	NOUN
ajoaa-1276	127	10	that	that	PRON
ajoaa-1276	127	11	the	the	DET
ajoaa-1276	127	12	members	member	NOUN
ajoaa-1276	127	13	of	of	ADP
ajoaa-1276	127	14	the	the	DET
ajoaa-1276	127	15	group	group	NOUN
ajoaa-1276	127	16	rendered	render	VERB
ajoaa-1276	127	17	to	to	ADP
ajoaa-1276	127	18	each	each	DET
ajoaa-1276	127	19	other	other	ADJ
ajoaa-1276	127	20	were	be	AUX
ajoaa-1276	127	21	identified	identify	VERB
ajoaa-1276	127	22	to	to	PART
ajoaa-1276	127	23	be	be	AUX
ajoaa-1276	127	24	labour	labour	ADJ
ajoaa-1276	127	25	supply	supply	NOUN
ajoaa-1276	127	26	,	,	PUNCT
ajoaa-1276	127	27	information	information	NOUN
ajoaa-1276	127	28	dissemination	dissemination	NOUN
ajoaa-1276	127	29	,	,	PUNCT
ajoaa-1276	127	30	financial	financial	ADJ
ajoaa-1276	127	31	support	support	NOUN
ajoaa-1276	127	32	,	,	PUNCT
ajoaa-1276	127	33	best	good	ADJ
ajoaa-1276	127	34	production	production	NOUN
ajoaa-1276	127	35	and	and	CCONJ
ajoaa-1276	127	36	postharvest	postharvest	NOUN
ajoaa-1276	127	37	practices	practice	NOUN
ajoaa-1276	127	38	,	,	PUNCT
ajoaa-1276	127	39	among	among	ADP
ajoaa-1276	127	40	others	other	NOUN
ajoaa-1276	127	41	.	.	PUNCT
ajoaa-1276	128	1	onumah	onumah	NOUN
ajoaa-1276	128	2	et	et	PROPN
ajoaa-1276	128	3	al	al	PROPN
ajoaa-1276	128	4	.	.	PROPN
ajoaa-1276	129	1	(	(	PUNCT
ajoaa-1276	129	2	2013	2013	NUM
ajoaa-1276	129	3	)	)	PUNCT
ajoaa-1276	129	4	observed	observe	VERB
ajoaa-1276	129	5	that	that	SCONJ
ajoaa-1276	129	6	individual	individual	ADJ
ajoaa-1276	129	7	cocoa	cocoa	NOUN
ajoaa-1276	129	8	farmers	farmer	NOUN
ajoaa-1276	129	9	who	who	PRON
ajoaa-1276	129	10	belonged	belong	VERB
ajoaa-1276	129	11	to	to	ADP
ajoaa-1276	129	12	a	a	DET
ajoaa-1276	129	13	farmer	farmer	NOUN
ajoaa-1276	129	14	group	group	NOUN
ajoaa-1276	129	15	and	and	CCONJ
ajoaa-1276	129	16	had	have	AUX
ajoaa-1276	129	17	received	receive	VERB
ajoaa-1276	129	18	some	some	DET
ajoaa-1276	129	19	form	form	NOUN
ajoaa-1276	129	20	of	of	ADP
ajoaa-1276	129	21	support	support	NOUN
ajoaa-1276	129	22	in	in	ADP
ajoaa-1276	129	23	terms	term	NOUN
ajoaa-1276	129	24	of	of	ADP
ajoaa-1276	129	25	labour	labour	NOUN
ajoaa-1276	129	26	supply	supply	NOUN
ajoaa-1276	129	27	,	,	PUNCT
ajoaa-1276	129	28	knowledge	knowledge	NOUN
ajoaa-1276	129	29	transfer	transfer	NOUN
ajoaa-1276	129	30	and	and	CCONJ
ajoaa-1276	129	31	financial	financial	ADJ
ajoaa-1276	129	32	aid	aid	NOUN
ajoaa-1276	129	33	were	be	AUX
ajoaa-1276	129	34	more	more	ADV
ajoaa-1276	129	35	technically	technically	ADV
ajoaa-1276	129	36	efficient	efficient	ADJ
ajoaa-1276	129	37	compared	compare	VERB
ajoaa-1276	129	38	to	to	ADP
ajoaa-1276	129	39	their	their	PRON
ajoaa-1276	129	40	counterparts	counterpart	NOUN
ajoaa-1276	129	41	who	who	PRON
ajoaa-1276	129	42	did	do	AUX
ajoaa-1276	129	43	not	not	PART
ajoaa-1276	129	44	have	have	VERB
ajoaa-1276	129	45	any	any	DET
ajoaa-1276	129	46	support	support	NOUN
ajoaa-1276	129	47	.	.	PUNCT
ajoaa-1276	130	1	this	this	PRON
ajoaa-1276	130	2	implies	imply	VERB
ajoaa-1276	130	3	that	that	SCONJ
ajoaa-1276	130	4	it	it	PRON
ajoaa-1276	130	5	is	be	AUX
ajoaa-1276	130	6	not	not	PART
ajoaa-1276	130	7	all	all	ADV
ajoaa-1276	130	8	about	about	ADP
ajoaa-1276	130	9	belonging	belong	VERB
ajoaa-1276	130	10	to	to	ADP
ajoaa-1276	130	11	a	a	DET
ajoaa-1276	130	12	farmer	farmer	NOUN
ajoaa-1276	130	13	group	group	NOUN
ajoaa-1276	130	14	but	but	CCONJ
ajoaa-1276	130	15	as	as	ADP
ajoaa-1276	130	16	to	to	ADP
ajoaa-1276	130	17	whether	whether	SCONJ
ajoaa-1276	130	18	there	there	PRON
ajoaa-1276	130	19	is	be	VERB
ajoaa-1276	130	20	mutual	mutual	ADJ
ajoaa-1276	130	21	benefit	benefit	NOUN
ajoaa-1276	130	22	in	in	ADP
ajoaa-1276	130	23	terms	term	NOUN
ajoaa-1276	130	24	of	of	ADP
ajoaa-1276	130	25	providing	provide	VERB
ajoaa-1276	130	26	support	support	NOUN
ajoaa-1276	130	27	to	to	ADP
ajoaa-1276	130	28	each	each	DET
ajoaa-1276	130	29	other	other	ADJ
ajoaa-1276	130	30	when	when	SCONJ
ajoaa-1276	130	31	needed	need	VERB
ajoaa-1276	130	32	.	.	PUNCT
ajoaa-1276	131	1	the	the	DET
ajoaa-1276	131	2	results	result	NOUN
ajoaa-1276	131	3	therefore	therefore	ADV
ajoaa-1276	131	4	suggest	suggest	VERB
ajoaa-1276	131	5	that	that	SCONJ
ajoaa-1276	131	6	fbos	fbos	PROPN
ajoaa-1276	131	7	is	be	AUX
ajoaa-1276	131	8	one	one	NUM
ajoaa-1276	131	9	critical	critical	ADJ
ajoaa-1276	131	10	way	way	NOUN
ajoaa-1276	131	11	by	by	ADP
ajoaa-1276	131	12	which	which	PRON
ajoaa-1276	131	13	farmers	farmer	NOUN
ajoaa-1276	131	14	can	can	AUX
ajoaa-1276	131	15	help	help	VERB
ajoaa-1276	131	16	themselves	themselves	PRON
ajoaa-1276	131	17	and	and	CCONJ
ajoaa-1276	131	18	reduce	reduce	VERB
ajoaa-1276	131	19	the	the	DET
ajoaa-1276	131	20	inefficiencies	inefficiency	NOUN
ajoaa-1276	131	21	associated	associate	VERB
ajoaa-1276	131	22	with	with	ADP
ajoaa-1276	131	23	production	production	NOUN
ajoaa-1276	131	24	.	.	PUNCT
ajoaa-1276	132	1	a	a	DET
ajoaa-1276	132	2	study	study	NOUN
ajoaa-1276	132	3	by	by	ADP
ajoaa-1276	132	4	the	the	DET
ajoaa-1276	132	5	natural	natural	ADJ
ajoaa-1276	132	6	resources	resource	NOUN
ajoaa-1276	132	7	institute	institute	NOUN
ajoaa-1276	132	8	and	and	CCONJ
ajoaa-1276	132	9	concern	concern	NOUN
ajoaa-1276	132	10	worldwide	worldwide	ADV
ajoaa-1276	132	11	in	in	ADP
ajoaa-1276	132	12	2012	2012	NUM
ajoaa-1276	132	13	indicated	indicate	VERB
ajoaa-1276	132	14	that	that	SCONJ
ajoaa-1276	132	15	for	for	SCONJ
ajoaa-1276	132	16	smallholder	smallholder	NOUN
ajoaa-1276	132	17	farmers	farmer	NOUN
ajoaa-1276	132	18	to	to	PART
ajoaa-1276	132	19	increase	increase	VERB
ajoaa-1276	132	20	productivity	productivity	NOUN
ajoaa-1276	132	21	for	for	ADP
ajoaa-1276	132	22	their	their	PRON
ajoaa-1276	132	23	income	income	NOUN
ajoaa-1276	132	24	and	and	CCONJ
ajoaa-1276	132	25	food	food	NOUN
ajoaa-1276	132	26	security	security	NOUN
ajoaa-1276	132	27	to	to	PART
ajoaa-1276	132	28	be	be	AUX
ajoaa-1276	132	29	enhanced	enhance	VERB
ajoaa-1276	132	30	,	,	PUNCT
ajoaa-1276	132	31	among	among	ADP
ajoaa-1276	132	32	other	other	ADJ
ajoaa-1276	132	33	things	thing	NOUN
ajoaa-1276	132	34	,	,	PUNCT
ajoaa-1276	132	35	they	they	PRON
ajoaa-1276	132	36	should	should	AUX
ajoaa-1276	132	37	be	be	AUX
ajoaa-1276	132	38	eencouraged	eencourage	VERB
ajoaa-1276	132	39	to	to	PART
ajoaa-1276	132	40	form	form	VERB
ajoaa-1276	132	41	cooperatives	cooperative	NOUN
ajoaa-1276	132	42	.	.	PUNCT
ajoaa-1276	133	1	this	this	PRON
ajoaa-1276	133	2	they	they	PRON
ajoaa-1276	133	3	said	say	VERB
ajoaa-1276	133	4	will	will	AUX
ajoaa-1276	133	5	support	support	VERB
ajoaa-1276	133	6	them	they	PRON
ajoaa-1276	133	7	in	in	ADP
ajoaa-1276	133	8	the	the	DET
ajoaa-1276	133	9	provision	provision	NOUN
ajoaa-1276	133	10	of	of	ADP
ajoaa-1276	133	11	training	training	NOUN
ajoaa-1276	133	12	on	on	ADP
ajoaa-1276	133	13	savings	saving	NOUN
ajoaa-1276	133	14	and	and	CCONJ
ajoaa-1276	133	15	loans	loan	NOUN
ajoaa-1276	133	16	based	base	VERB
ajoaa-1276	133	17	on	on	ADP
ajoaa-1276	133	18	rotation	rotation	NOUN
ajoaa-1276	133	19	credit	credit	NOUN
ajoaa-1276	133	20	of	of	ADP
ajoaa-1276	133	21	small	small	ADJ
ajoaa-1276	133	22	groups	group	NOUN
ajoaa-1276	133	23	and	and	CCONJ
ajoaa-1276	133	24	harnessed	harness	VERB
ajoaa-1276	133	25	production	production	NOUN
ajoaa-1276	133	26	of	of	ADP
ajoaa-1276	133	27	key	key	ADJ
ajoaa-1276	133	28	crops	crop	NOUN
ajoaa-1276	133	29	that	that	PRON
ajoaa-1276	133	30	would	would	AUX
ajoaa-1276	133	31	otherwise	otherwise	ADV
ajoaa-1276	133	32	not	not	PART
ajoaa-1276	133	33	be	be	AUX
ajoaa-1276	133	34	produced	produce	VERB
ajoaa-1276	133	35	by	by	ADP
ajoaa-1276	133	36	a	a	DET
ajoaa-1276	133	37	single	single	ADJ
ajoaa-1276	133	38	farmer	farmer	NOUN
ajoaa-1276	133	39	.	.	PUNCT
ajoaa-1276	134	1	extension	extension	NOUN
ajoaa-1276	134	2	services	service	NOUN
ajoaa-1276	134	3	in	in	ADP
ajoaa-1276	134	4	ghana	ghana	PROPN
ajoaa-1276	134	5	,	,	PUNCT
ajoaa-1276	134	6	the	the	DET
ajoaa-1276	134	7	extension	extension	NOUN
ajoaa-1276	134	8	services	service	NOUN
ajoaa-1276	134	9	are	be	AUX
ajoaa-1276	134	10	not	not	PART
ajoaa-1276	134	11	the	the	DET
ajoaa-1276	134	12	preserve	preserve	NOUN
ajoaa-1276	134	13	of	of	ADP
ajoaa-1276	134	14	extension	extension	NOUN
ajoaa-1276	134	15	institutions	institution	NOUN
ajoaa-1276	134	16	alone	alone	ADJ
ajoaa-1276	134	17	but	but	CCONJ
ajoaa-1276	134	18	rather	rather	ADV
ajoaa-1276	134	19	research	research	NOUN
ajoaa-1276	134	20	institutions	institution	NOUN
ajoaa-1276	134	21	,	,	PUNCT
ajoaa-1276	134	22	input	input	NOUN
ajoaa-1276	134	23	distributors	distributor	NOUN
ajoaa-1276	134	24	,	,	PUNCT
ajoaa-1276	134	25	produce	produce	VERB
ajoaa-1276	134	26	buying	buying	NOUN
ajoaa-1276	134	27	agencies	agency	NOUN
ajoaa-1276	134	28	,	,	PUNCT
ajoaa-1276	134	29	as	as	ADV
ajoaa-1276	134	30	well	well	ADV
ajoaa-1276	134	31	as	as	ADP
ajoaa-1276	134	32	nongovernmental	nongovernmental	ADJ
ajoaa-1276	134	33	organisations	organisation	NOUN
ajoaa-1276	134	34	(	(	PUNCT
ajoaa-1276	134	35	ngos	ngo	NOUN
ajoaa-1276	134	36	)	)	PUNCT
ajoaa-1276	134	37	,	,	PUNCT
ajoaa-1276	134	38	among	among	ADP
ajoaa-1276	134	39	others	other	NOUN
ajoaa-1276	134	40	(	(	PUNCT
ajoaa-1276	134	41	baah	baah	PROPN
ajoaa-1276	134	42	and	and	CCONJ
ajoaa-1276	134	43	anchirinah	anchirinah	PROPN
ajoaa-1276	134	44	,	,	PUNCT
ajoaa-1276	134	45	2011	2011	NUM
ajoaa-1276	134	46	)	)	PUNCT
ajoaa-1276	134	47	.	.	PUNCT
ajoaa-1276	135	1	the	the	DET
ajoaa-1276	135	2	cocoa	cocoa	PROPN
ajoaa-1276	135	3	research	research	PROPN
ajoaa-1276	135	4	institute	institute	PROPN
ajoaa-1276	135	5	of	of	ADP
ajoaa-1276	135	6	ghana	ghana	PROPN
ajoaa-1276	135	7	(	(	PUNCT
ajoaa-1276	135	8	crig	crig	PROPN
ajoaa-1276	135	9	)	)	PUNCT
ajoaa-1276	135	10	,	,	PUNCT
ajoaa-1276	135	11	though	though	SCONJ
ajoaa-1276	135	12	is	be	AUX
ajoaa-1276	135	13	primarily	primarily	ADV
ajoaa-1276	135	14	concerned	concerned	ADJ
ajoaa-1276	135	15	with	with	ADP
ajoaa-1276	135	16	the	the	DET
ajoaa-1276	135	17	development	development	NOUN
ajoaa-1276	135	18	of	of	ADP
ajoaa-1276	135	19	sustainable	sustainable	ADJ
ajoaa-1276	135	20	cocoa	cocoa	NOUN
ajoaa-1276	135	21	production	production	NOUN
ajoaa-1276	135	22	technologies	technology	NOUN
ajoaa-1276	135	23	,	,	PUNCT
ajoaa-1276	135	24	has	have	AUX
ajoaa-1276	135	25	stepped	step	VERB
ajoaa-1276	135	26	up	up	ADP
ajoaa-1276	135	27	its	its	PRON
ajoaa-1276	135	28	extension	extension	NOUN
ajoaa-1276	135	29	activities	activity	NOUN
ajoaa-1276	135	30	in	in	ADP
ajoaa-1276	135	31	recent	recent	ADJ
ajoaa-1276	135	32	times	time	NOUN
ajoaa-1276	135	33	to	to	PART
ajoaa-1276	135	34	meet	meet	VERB
ajoaa-1276	135	35	the	the	DET
ajoaa-1276	135	36	needs	need	NOUN
ajoaa-1276	135	37	of	of	ADP
ajoaa-1276	135	38	farmers	farmer	NOUN
ajoaa-1276	135	39	with	with	ADP
ajoaa-1276	135	40	activities	activity	NOUN
ajoaa-1276	135	41	such	such	ADJ
ajoaa-1276	135	42	as	as	ADP
ajoaa-1276	135	43	farmer	farmer	NOUN
ajoaa-1276	135	44	educational	educational	ADJ
ajoaa-1276	135	45	campaigns	campaign	NOUN
ajoaa-1276	135	46	on	on	ADP
ajoaa-1276	135	47	farm	farm	NOUN
ajoaa-1276	135	48	and	and	CCONJ
ajoaa-1276	135	49	on	on	ADP
ajoaa-1276	135	50	radio	radio	NOUN
ajoaa-1276	135	51	,	,	PUNCT
ajoaa-1276	135	52	the	the	DET
ajoaa-1276	135	53	use	use	NOUN
ajoaa-1276	135	54	of	of	ADP
ajoaa-1276	135	55	farmer	farmer	NOUN
ajoaa-1276	135	56	field	field	NOUN
ajoaa-1276	135	57	schools	school	NOUN
ajoaa-1276	135	58	,	,	PUNCT
ajoaa-1276	135	59	active	active	ADJ
ajoaa-1276	135	60	involvement	involvement	NOUN
ajoaa-1276	135	61	in	in	ADP
ajoaa-1276	135	62	government	government	NOUN
ajoaa-1276	135	63	control	control	NOUN
ajoaa-1276	135	64	of	of	ADP
ajoaa-1276	135	65	cocoa	cocoa	NOUN
ajoaa-1276	135	66	pest	pest	NOUN
ajoaa-1276	135	67	and	and	CCONJ
ajoaa-1276	135	68	disease	disease	NOUN
ajoaa-1276	135	69	programme	programme	NOUN
ajoaa-1276	135	70	,	,	PUNCT
ajoaa-1276	135	71	introduction	introduction	NOUN
ajoaa-1276	135	72	of	of	ADP
ajoaa-1276	135	73	the	the	DET
ajoaa-1276	135	74	cocoa	cocoa	NOUN
ajoaa-1276	135	75	farmer	farmer	NOUN
ajoaa-1276	135	76	’	'	PUNCT
ajoaa-1276	135	77	newspaper	newspaper	NOUN
ajoaa-1276	135	78	,	,	PUNCT
ajoaa-1276	135	79	and	and	CCONJ
ajoaa-1276	135	80	on	on	ADP
ajoaa-1276	135	81	farm	farm	NOUN
ajoaa-1276	135	82	studies	study	NOUN
ajoaa-1276	135	83	.	.	PUNCT
ajoaa-1276	136	1	as	as	SCONJ
ajoaa-1276	136	2	shown	show	VERB
ajoaa-1276	136	3	in	in	ADP
ajoaa-1276	136	4	figure	figure	NOUN
ajoaa-1276	136	5	1	1	NUM
ajoaa-1276	136	6	,	,	PUNCT
ajoaa-1276	136	7	about	about	ADV
ajoaa-1276	136	8	84	84	NUM
ajoaa-1276	136	9	%	%	NOUN
ajoaa-1276	136	10	of	of	ADP
ajoaa-1276	136	11	the	the	DET
ajoaa-1276	136	12	farmers	farmer	NOUN
ajoaa-1276	136	13	interviewed	interview	VERB
ajoaa-1276	136	14	had	have	AUX
ajoaa-1276	136	15	access	access	NOUN
ajoaa-1276	136	16	to	to	ADP
ajoaa-1276	136	17	extension	extension	NOUN
ajoaa-1276	136	18	services	service	NOUN
ajoaa-1276	136	19	with	with	ADP
ajoaa-1276	136	20	varying	vary	VERB
ajoaa-1276	136	21	frequency	frequency	NOUN
ajoaa-1276	136	22	of	of	ADP
ajoaa-1276	136	23	contact	contact	NOUN
ajoaa-1276	136	24	ranging	range	VERB
ajoaa-1276	136	25	from	from	ADP
ajoaa-1276	136	26	1	1	NUM
ajoaa-1276	136	27	-	-	SYM
ajoaa-1276	136	28	10	10	NUM
ajoaa-1276	136	29	times	time	NOUN
ajoaa-1276	136	30	per	per	ADP
ajoaa-1276	136	31	year	year	NOUN
ajoaa-1276	136	32	.	.	PUNCT
ajoaa-1276	137	1	on	on	ADP
ajoaa-1276	137	2	the	the	DET
ajoaa-1276	137	3	average	average	NOUN
ajoaa-1276	137	4	,	,	PUNCT
ajoaa-1276	137	5	cocoa	cocoa	NOUN
ajoaa-1276	137	6	farmers	farmer	NOUN
ajoaa-1276	137	7	in	in	ADP
ajoaa-1276	137	8	the	the	DET
ajoaa-1276	137	9	study	study	NOUN
ajoaa-1276	137	10	area	area	NOUN
ajoaa-1276	137	11	have	have	VERB
ajoaa-1276	137	12	about	about	ADV
ajoaa-1276	137	13	3	3	NUM
ajoaa-1276	137	14	extension	extension	NOUN
ajoaa-1276	137	15	visits	visit	NOUN
ajoaa-1276	137	16	in	in	ADP
ajoaa-1276	137	17	a	a	DET
ajoaa-1276	137	18	year	year	NOUN
ajoaa-1276	137	19	.	.	PUNCT
ajoaa-1276	138	1	the	the	DET
ajoaa-1276	138	2	ghana	ghana	PROPN
ajoaa-1276	138	3	cocobod	cocobod	ADJ
ajoaa-1276	138	4	through	through	ADP
ajoaa-1276	138	5	crig	crig	PROPN
ajoaa-1276	138	6	should	should	AUX
ajoaa-1276	138	7	be	be	AUX
ajoaa-1276	138	8	commended	commend	VERB
ajoaa-1276	138	9	for	for	ADP
ajoaa-1276	138	10	recruiting	recruiting	NOUN
ajoaa-1276	138	11	extension	extension	NOUN
ajoaa-1276	138	12	officers	officer	NOUN
ajoaa-1276	138	13	specifically	specifically	ADV
ajoaa-1276	138	14	to	to	PART
ajoaa-1276	138	15	meet	meet	VERB
ajoaa-1276	138	16	the	the	DET
ajoaa-1276	138	17	needs	need	NOUN
ajoaa-1276	138	18	of	of	ADP
ajoaa-1276	138	19	cocoa	cocoa	NOUN
ajoaa-1276	138	20	producers	producer	NOUN
ajoaa-1276	138	21	in	in	ADP
ajoaa-1276	138	22	the	the	DET
ajoaa-1276	138	23	country	country	NOUN
ajoaa-1276	138	24	.	.	PUNCT
ajoaa-1276	139	1	farmers	farmer	NOUN
ajoaa-1276	139	2	interviewed	interview	VERB
ajoaa-1276	139	3	were	be	AUX
ajoaa-1276	139	4	very	very	ADV
ajoaa-1276	139	5	pleased	pleased	ADJ
ajoaa-1276	139	6	with	with	ADP
ajoaa-1276	139	7	their	their	PRON
ajoaa-1276	139	8	services	service	NOUN
ajoaa-1276	139	9	when	when	SCONJ
ajoaa-1276	139	10	compared	compare	VERB
ajoaa-1276	139	11	with	with	ADP
ajoaa-1276	139	12	previous	previous	ADJ
ajoaa-1276	139	13	extension	extension	NOUN
ajoaa-1276	139	14	service	service	NOUN
ajoaa-1276	139	15	delivery	delivery	NOUN
ajoaa-1276	139	16	.	.	PUNCT
ajoaa-1276	140	1	this	this	PRON
ajoaa-1276	140	2	informs	inform	VERB
ajoaa-1276	140	3	us	we	PRON
ajoaa-1276	140	4	that	that	SCONJ
ajoaa-1276	140	5	it	it	PRON
ajoaa-1276	140	6	is	be	AUX
ajoaa-1276	140	7	not	not	PART
ajoaa-1276	140	8	only	only	ADV
ajoaa-1276	140	9	the	the	DET
ajoaa-1276	140	10	number	number	NOUN
ajoaa-1276	140	11	of	of	ADP
ajoaa-1276	140	12	visits	visit	NOUN
ajoaa-1276	140	13	that	that	PRON
ajoaa-1276	140	14	matters	matter	VERB
ajoaa-1276	140	15	but	but	CCONJ
ajoaa-1276	140	16	the	the	DET
ajoaa-1276	140	17	content	content	NOUN
ajoaa-1276	140	18	of	of	ADP
ajoaa-1276	140	19	the	the	DET
ajoaa-1276	140	20	message	message	NOUN
ajoaa-1276	140	21	carried	carry	VERB
ajoaa-1276	140	22	to	to	ADP
ajoaa-1276	140	23	producers	producer	NOUN
ajoaa-1276	140	24	.	.	PUNCT
ajoaa-1276	141	1	to	to	PART
ajoaa-1276	141	2	buttress	buttress	VERB
ajoaa-1276	141	3	the	the	DET
ajoaa-1276	141	4	findings	finding	NOUN
ajoaa-1276	141	5	of	of	ADP
ajoaa-1276	141	6	this	this	DET
ajoaa-1276	141	7	study	study	NOUN
ajoaa-1276	141	8	,	,	PUNCT
ajoaa-1276	141	9	a	a	DET
ajoaa-1276	141	10	report	report	NOUN
ajoaa-1276	141	11	by	by	ADP
ajoaa-1276	141	12	an	an	DET
ajoaa-1276	141	13	eu	eu	PROPN
ajoaa-1276	141	14	-	-	ADJ
ajoaa-1276	141	15	funded	fund	VERB
ajoaa-1276	141	16	cocoa	cocoa	NOUN
ajoaa-1276	141	17	sector	sector	NOUN
ajoaa-1276	141	18	support	support	NOUN
ajoaa-1276	141	19	services	service	NOUN
ajoaa-1276	141	20	programme	programme	NOUN
ajoaa-1276	141	21	indicated	indicate	VERB
ajoaa-1276	141	22	that	that	SCONJ
ajoaa-1276	141	23	the	the	DET
ajoaa-1276	141	24	unification	unification	NOUN
ajoaa-1276	141	25	of	of	ADP
ajoaa-1276	141	26	all	all	DET
ajoaa-1276	141	27	agricultural	agricultural	ADJ
ajoaa-1276	141	28	extension	extension	NOUN
ajoaa-1276	141	29	in	in	ADP
ajoaa-1276	141	30	ghana	ghana	PROPN
ajoaa-1276	141	31	into	into	ADP
ajoaa-1276	141	32	the	the	DET
ajoaa-1276	141	33	extension	extension	NOUN
ajoaa-1276	141	34	system	system	NOUN
ajoaa-1276	141	35	of	of	ADP
ajoaa-1276	141	36	the	the	DET
ajoaa-1276	141	37	ministry	ministry	PROPN
ajoaa-1276	141	38	of	of	ADP
ajoaa-1276	141	39	food	food	NOUN
ajoaa-1276	141	40	and	and	CCONJ
ajoaa-1276	141	41	agriculture	agriculture	NOUN
ajoaa-1276	141	42	with	with	ADP
ajoaa-1276	141	43	the	the	DET
ajoaa-1276	141	44	lack	lack	NOUN
ajoaa-1276	141	45	of	of	ADP
ajoaa-1276	141	46	adequate	adequate	ADJ
ajoaa-1276	141	47	extension	extension	NOUN
ajoaa-1276	141	48	finance	finance	NOUN
ajoaa-1276	141	49	and	and	CCONJ
ajoaa-1276	141	50	personnel	personnel	NOUN
ajoaa-1276	141	51	has	have	AUX
ajoaa-1276	141	52	resulted	result	VERB
ajoaa-1276	141	53	in	in	ADP
ajoaa-1276	141	54	a	a	DET
ajoaa-1276	141	55	weak	weak	ADJ
ajoaa-1276	141	56	national	national	ADJ
ajoaa-1276	141	57	cocoa	cocoa	NOUN
ajoaa-1276	141	58	extension	extension	NOUN
ajoaa-1276	141	59	and	and	CCONJ
ajoaa-1276	141	60	lack	lack	NOUN
ajoaa-1276	141	61	of	of	ADP
ajoaa-1276	141	62	clarity	clarity	NOUN
ajoaa-1276	141	63	of	of	ADP
ajoaa-1276	141	64	institutional	institutional	ADJ
ajoaa-1276	141	65	responsibility	responsibility	NOUN
ajoaa-1276	141	66	for	for	ADP
ajoaa-1276	141	67	asian	asian	ADJ
ajoaa-1276	141	68	journal	journal	PROPN
ajoaa-1276	141	69	of	of	ADP
ajoaa-1276	141	70	agriculture	agriculture	NOUN
ajoaa-1276	141	71	and	and	CCONJ
ajoaa-1276	141	72	rural	rural	ADJ
ajoaa-1276	141	73	development	development	NOUN
ajoaa-1276	141	74	,	,	PUNCT
ajoaa-1276	141	75	4(10)2014	4(10)2014	NUM
ajoaa-1276	141	76	:	:	PUNCT
ajoaa-1276	141	77	484	484	NUM
ajoaa-1276	141	78	-	-	SYM
ajoaa-1276	141	79	495	495	NUM
ajoaa-1276	141	80	491	491	NUM
ajoaa-1276	141	81	extension	extension	NOUN
ajoaa-1276	141	82	services	service	NOUN
ajoaa-1276	141	83	in	in	ADP
ajoaa-1276	141	84	the	the	DET
ajoaa-1276	141	85	cocoa	cocoa	NOUN
ajoaa-1276	141	86	sector	sector	NOUN
ajoaa-1276	141	87	of	of	ADP
ajoaa-1276	141	88	ghana	ghana	PROPN
ajoaa-1276	141	89	.	.	PUNCT
ajoaa-1276	142	1	studies	study	NOUN
ajoaa-1276	142	2	on	on	ADP
ajoaa-1276	142	3	the	the	DET
ajoaa-1276	142	4	effects	effect	NOUN
ajoaa-1276	142	5	of	of	ADP
ajoaa-1276	142	6	extension	extension	NOUN
ajoaa-1276	142	7	services	service	NOUN
ajoaa-1276	142	8	on	on	ADP
ajoaa-1276	142	9	cocoa	cocoa	NOUN
ajoaa-1276	142	10	production	production	NOUN
ajoaa-1276	142	11	(	(	PUNCT
ajoaa-1276	142	12	onumah	onumah	NOUN
ajoaa-1276	142	13	et	et	PROPN
ajoaa-1276	142	14	al	al	PROPN
ajoaa-1276	142	15	.	.	PROPN
ajoaa-1276	142	16	,	,	PUNCT
ajoaa-1276	142	17	2013	2013	NUM
ajoaa-1276	142	18	;	;	PUNCT
ajoaa-1276	142	19	nyagaka	nyagaka	ADV
ajoaa-1276	142	20	et	et	PROPN
ajoaa-1276	142	21	al	al	PROPN
ajoaa-1276	142	22	.	.	PROPN
ajoaa-1276	142	23	,	,	PUNCT
ajoaa-1276	142	24	2010	2010	NUM
ajoaa-1276	142	25	and	and	CCONJ
ajoaa-1276	142	26	binam	binam	PROPN
ajoaa-1276	142	27	et	et	PROPN
ajoaa-1276	142	28	al	al	PROPN
ajoaa-1276	142	29	.	.	PROPN
ajoaa-1276	142	30	,	,	PUNCT
ajoaa-1276	142	31	2008	2008	NUM
ajoaa-1276	142	32	)	)	PUNCT
ajoaa-1276	142	33	suggested	suggest	VERB
ajoaa-1276	142	34	that	that	SCONJ
ajoaa-1276	142	35	cocoa	cocoa	NOUN
ajoaa-1276	142	36	farmers	farmer	NOUN
ajoaa-1276	142	37	who	who	PRON
ajoaa-1276	142	38	had	have	VERB
ajoaa-1276	142	39	higher	high	ADJ
ajoaa-1276	142	40	frequency	frequency	NOUN
ajoaa-1276	142	41	of	of	ADP
ajoaa-1276	142	42	extension	extension	NOUN
ajoaa-1276	142	43	contacts	contact	NOUN
ajoaa-1276	142	44	and	and	CCONJ
ajoaa-1276	142	45	visits	visit	NOUN
ajoaa-1276	142	46	are	be	AUX
ajoaa-1276	142	47	able	able	ADJ
ajoaa-1276	142	48	to	to	PART
ajoaa-1276	142	49	increase	increase	VERB
ajoaa-1276	142	50	their	their	PRON
ajoaa-1276	142	51	productivity	productivity	NOUN
ajoaa-1276	142	52	compared	compare	VERB
ajoaa-1276	142	53	to	to	ADP
ajoaa-1276	142	54	those	those	PRON
ajoaa-1276	142	55	who	who	PRON
ajoaa-1276	142	56	had	have	VERB
ajoaa-1276	142	57	no	no	DET
ajoaa-1276	142	58	access	access	NOUN
ajoaa-1276	142	59	to	to	ADP
ajoaa-1276	142	60	extension	extension	NOUN
ajoaa-1276	142	61	services	service	NOUN
ajoaa-1276	142	62	.	.	PUNCT
ajoaa-1276	143	1	nompozolo	nompozolo	PROPN
ajoaa-1276	143	2	(	(	PUNCT
ajoaa-1276	143	3	2000	2000	NUM
ajoaa-1276	143	4	)	)	PUNCT
ajoaa-1276	143	5	has	have	AUX
ajoaa-1276	143	6	also	also	ADV
ajoaa-1276	143	7	suggested	suggest	VERB
ajoaa-1276	143	8	that	that	SCONJ
ajoaa-1276	143	9	for	for	ADP
ajoaa-1276	143	10	good	good	ADJ
ajoaa-1276	143	11	performance	performance	NOUN
ajoaa-1276	143	12	,	,	PUNCT
ajoaa-1276	143	13	a	a	DET
ajoaa-1276	143	14	reasonable	reasonable	ADJ
ajoaa-1276	143	15	access	access	NOUN
ajoaa-1276	143	16	to	to	ADP
ajoaa-1276	143	17	extension	extension	NOUN
ajoaa-1276	143	18	services	service	NOUN
ajoaa-1276	143	19	and	and	CCONJ
ajoaa-1276	143	20	information	information	NOUN
ajoaa-1276	143	21	is	be	AUX
ajoaa-1276	143	22	necessary	necessary	ADJ
ajoaa-1276	143	23	to	to	PART
ajoaa-1276	143	24	back	back	VERB
ajoaa-1276	143	25	up	up	ADP
ajoaa-1276	143	26	agricultural	agricultural	ADJ
ajoaa-1276	143	27	productivity	productivity	NOUN
ajoaa-1276	143	28	and	and	CCONJ
ajoaa-1276	143	29	output	output	NOUN
ajoaa-1276	143	30	hence	hence	ADV
ajoaa-1276	143	31	extension	extension	NOUN
ajoaa-1276	143	32	officers	officer	NOUN
ajoaa-1276	143	33	must	must	AUX
ajoaa-1276	143	34	be	be	AUX
ajoaa-1276	143	35	trained	train	VERB
ajoaa-1276	143	36	in	in	ADP
ajoaa-1276	143	37	indigenous	indigenous	ADJ
ajoaa-1276	143	38	knowledge	knowledge	NOUN
ajoaa-1276	143	39	relevant	relevant	ADJ
ajoaa-1276	143	40	to	to	ADP
ajoaa-1276	143	41	the	the	DET
ajoaa-1276	143	42	farming	farming	NOUN
ajoaa-1276	143	43	communities	community	NOUN
ajoaa-1276	143	44	they	they	PRON
ajoaa-1276	143	45	serve	serve	VERB
ajoaa-1276	143	46	whether	whether	SCONJ
ajoaa-1276	143	47	an	an	DET
ajoaa-1276	143	48	individual	individual	ADJ
ajoaa-1276	143	49	farmer	farmer	NOUN
ajoaa-1276	143	50	has	have	VERB
ajoaa-1276	143	51	contact	contact	NOUN
ajoaa-1276	143	52	with	with	ADP
ajoaa-1276	143	53	the	the	DET
ajoaa-1276	143	54	extension	extension	NOUN
ajoaa-1276	143	55	service	service	NOUN
ajoaa-1276	143	56	or	or	CCONJ
ajoaa-1276	143	57	not	not	PART
ajoaa-1276	143	58	.	.	PUNCT
ajoaa-1276	144	1	this	this	PRON
ajoaa-1276	144	2	implies	imply	VERB
ajoaa-1276	144	3	that	that	SCONJ
ajoaa-1276	144	4	effective	effective	ADJ
ajoaa-1276	144	5	extension	extension	NOUN
ajoaa-1276	144	6	visits	visit	NOUN
ajoaa-1276	144	7	and	and	CCONJ
ajoaa-1276	144	8	supervision	supervision	NOUN
ajoaa-1276	144	9	will	will	AUX
ajoaa-1276	144	10	go	go	VERB
ajoaa-1276	144	11	a	a	DET
ajoaa-1276	144	12	long	long	ADJ
ajoaa-1276	144	13	way	way	NOUN
ajoaa-1276	144	14	to	to	PART
ajoaa-1276	144	15	improve	improve	VERB
ajoaa-1276	144	16	farmers	farmer	NOUN
ajoaa-1276	144	17	’	'	PUNCT
ajoaa-1276	144	18	production	production	NOUN
ajoaa-1276	144	19	level	level	NOUN
ajoaa-1276	144	20	and	and	CCONJ
ajoaa-1276	144	21	performance	performance	NOUN
ajoaa-1276	144	22	and	and	CCONJ
ajoaa-1276	144	23	hence	hence	ADV
ajoaa-1276	144	24	should	should	AUX
ajoaa-1276	144	25	be	be	AUX
ajoaa-1276	144	26	taken	take	VERB
ajoaa-1276	144	27	seriously	seriously	ADV
ajoaa-1276	144	28	.	.	PUNCT
ajoaa-1276	145	1	input	input	NOUN
ajoaa-1276	145	2	support	support	NOUN
ajoaa-1276	145	3	services	service	NOUN
ajoaa-1276	145	4	in	in	ADP
ajoaa-1276	145	5	some	some	DET
ajoaa-1276	145	6	cocoa	cocoa	NOUN
ajoaa-1276	145	7	-	-	PUNCT
ajoaa-1276	145	8	producing	produce	VERB
ajoaa-1276	145	9	countries	country	NOUN
ajoaa-1276	145	10	,	,	PUNCT
ajoaa-1276	145	11	many	many	ADJ
ajoaa-1276	145	12	of	of	ADP
ajoaa-1276	145	13	the	the	DET
ajoaa-1276	145	14	farmers	farmer	NOUN
ajoaa-1276	145	15	lack	lack	VERB
ajoaa-1276	145	16	affordable	affordable	ADJ
ajoaa-1276	145	17	access	access	NOUN
ajoaa-1276	145	18	to	to	ADP
ajoaa-1276	145	19	the	the	DET
ajoaa-1276	145	20	inputs	input	NOUN
ajoaa-1276	145	21	and	and	CCONJ
ajoaa-1276	145	22	farm	farm	NOUN
ajoaa-1276	145	23	implement	implement	VERB
ajoaa-1276	145	24	necessary	necessary	ADJ
ajoaa-1276	145	25	to	to	PART
ajoaa-1276	145	26	produce	produce	VERB
ajoaa-1276	145	27	a	a	DET
ajoaa-1276	145	28	high	high	ADJ
ajoaa-1276	145	29	yielding	yielding	ADJ
ajoaa-1276	145	30	,	,	PUNCT
ajoaa-1276	145	31	sustainable	sustainable	ADJ
ajoaa-1276	145	32	crop	crop	NOUN
ajoaa-1276	145	33	.	.	PUNCT
ajoaa-1276	146	1	improving	improve	VERB
ajoaa-1276	146	2	farmers	farmer	NOUN
ajoaa-1276	146	3	’	'	PUNCT
ajoaa-1276	146	4	access	access	NOUN
ajoaa-1276	146	5	to	to	ADP
ajoaa-1276	146	6	necessary	necessary	ADJ
ajoaa-1276	146	7	inputs	input	NOUN
ajoaa-1276	146	8	such	such	ADJ
ajoaa-1276	146	9	as	as	ADP
ajoaa-1276	146	10	fertilisers	fertiliser	NOUN
ajoaa-1276	146	11	,	,	PUNCT
ajoaa-1276	146	12	fungicides	fungicide	NOUN
ajoaa-1276	146	13	/	/	SYM
ajoaa-1276	146	14	insecticides	insecticide	NOUN
ajoaa-1276	146	15	,	,	PUNCT
ajoaa-1276	146	16	spraying	spray	VERB
ajoaa-1276	146	17	machines	machine	NOUN
ajoaa-1276	146	18	,	,	PUNCT
ajoaa-1276	146	19	wellington	wellington	NOUN
ajoaa-1276	146	20	boots	boot	NOUN
ajoaa-1276	146	21	and	and	CCONJ
ajoaa-1276	146	22	farm	farm	NOUN
ajoaa-1276	146	23	tools	tool	NOUN
ajoaa-1276	146	24	such	such	ADJ
ajoaa-1276	146	25	as	as	ADP
ajoaa-1276	146	26	pruners	pruner	NOUN
ajoaa-1276	146	27	and	and	CCONJ
ajoaa-1276	146	28	rakes	rake	NOUN
ajoaa-1276	146	29	is	be	AUX
ajoaa-1276	146	30	vital	vital	ADJ
ajoaa-1276	146	31	to	to	PART
ajoaa-1276	146	32	ensure	ensure	VERB
ajoaa-1276	146	33	that	that	SCONJ
ajoaa-1276	146	34	they	they	PRON
ajoaa-1276	146	35	are	be	AUX
ajoaa-1276	146	36	able	able	ADJ
ajoaa-1276	146	37	to	to	PART
ajoaa-1276	146	38	grow	grow	VERB
ajoaa-1276	146	39	a	a	DET
ajoaa-1276	146	40	high	high	ADJ
ajoaa-1276	146	41	yielding	yielding	ADJ
ajoaa-1276	146	42	and	and	CCONJ
ajoaa-1276	146	43	good	good	ADJ
ajoaa-1276	146	44	quality	quality	NOUN
ajoaa-1276	146	45	crop	crop	NOUN
ajoaa-1276	146	46	year	year	NOUN
ajoaa-1276	146	47	-	-	PUNCT
ajoaa-1276	146	48	on	on	ADP
ajoaa-1276	146	49	-	-	PUNCT
ajoaa-1276	146	50	year	year	NOUN
ajoaa-1276	146	51	.	.	PUNCT
ajoaa-1276	147	1	wegner	wegner	PROPN
ajoaa-1276	147	2	(	(	PUNCT
ajoaa-1276	147	3	2012	2012	NUM
ajoaa-1276	147	4	)	)	PUNCT
ajoaa-1276	147	5	suggests	suggest	VERB
ajoaa-1276	147	6	that	that	SCONJ
ajoaa-1276	147	7	,	,	PUNCT
ajoaa-1276	147	8	the	the	DET
ajoaa-1276	147	9	pressing	press	VERB
ajoaa-1276	147	10	issues	issue	NOUN
ajoaa-1276	147	11	in	in	ADP
ajoaa-1276	147	12	the	the	DET
ajoaa-1276	147	13	cocoa	cocoa	NOUN
ajoaa-1276	147	14	sector	sector	NOUN
ajoaa-1276	147	15	lie	lie	VERB
ajoaa-1276	147	16	on	on	ADP
ajoaa-1276	147	17	access	access	NOUN
ajoaa-1276	147	18	to	to	ADP
ajoaa-1276	147	19	farming	farming	NOUN
ajoaa-1276	147	20	inputs	input	NOUN
ajoaa-1276	147	21	as	as	ADV
ajoaa-1276	147	22	well	well	ADV
ajoaa-1276	147	23	as	as	ADP
ajoaa-1276	147	24	access	access	NOUN
ajoaa-1276	147	25	to	to	ADP
ajoaa-1276	147	26	finance	finance	NOUN
ajoaa-1276	147	27	as	as	SCONJ
ajoaa-1276	147	28	mentioned	mention	VERB
ajoaa-1276	147	29	previously	previously	ADV
ajoaa-1276	147	30	.	.	PUNCT
ajoaa-1276	148	1	generally	generally	ADV
ajoaa-1276	148	2	,	,	PUNCT
ajoaa-1276	148	3	input	input	NOUN
ajoaa-1276	148	4	suppliers	supplier	NOUN
ajoaa-1276	148	5	sell	sell	VERB
ajoaa-1276	148	6	their	their	PRON
ajoaa-1276	148	7	products	product	NOUN
ajoaa-1276	148	8	nearly	nearly	ADV
ajoaa-1276	148	9	exclusively	exclusively	ADV
ajoaa-1276	148	10	on	on	ADP
ajoaa-1276	148	11	a	a	DET
ajoaa-1276	148	12	“	"	PUNCT
ajoaa-1276	148	13	cash	cash	NOUN
ajoaa-1276	148	14	-	-	PUNCT
ajoaa-1276	148	15	and	and	CCONJ
ajoaa-1276	148	16	-	-	PUNCT
ajoaa-1276	148	17	carry	carry	VERB
ajoaa-1276	148	18	”	"	PUNCT
ajoaa-1276	148	19	basis	basis	NOUN
ajoaa-1276	148	20	,	,	PUNCT
ajoaa-1276	148	21	viewing	view	VERB
ajoaa-1276	148	22	cocoa	cocoa	NOUN
ajoaa-1276	148	23	farmers	farmer	NOUN
ajoaa-1276	148	24	in	in	ADP
ajoaa-1276	148	25	particular	particular	ADJ
ajoaa-1276	148	26	as	as	ADP
ajoaa-1276	148	27	high	high	ADJ
ajoaa-1276	148	28	credit	credit	NOUN
ajoaa-1276	148	29	risk	risk	NOUN
ajoaa-1276	148	30	.	.	PUNCT
ajoaa-1276	149	1	this	this	PRON
ajoaa-1276	149	2	limits	limit	VERB
ajoaa-1276	149	3	the	the	DET
ajoaa-1276	149	4	number	number	NOUN
ajoaa-1276	149	5	of	of	ADP
ajoaa-1276	149	6	farmers	farmer	NOUN
ajoaa-1276	149	7	who	who	PRON
ajoaa-1276	149	8	get	get	VERB
ajoaa-1276	149	9	access	access	NOUN
ajoaa-1276	149	10	to	to	ADP
ajoaa-1276	149	11	their	their	PRON
ajoaa-1276	149	12	services	service	NOUN
ajoaa-1276	149	13	as	as	ADP
ajoaa-1276	149	14	the	the	DET
ajoaa-1276	149	15	high	high	ADJ
ajoaa-1276	149	16	cost	cost	NOUN
ajoaa-1276	149	17	of	of	ADP
ajoaa-1276	149	18	inputs	input	NOUN
ajoaa-1276	149	19	often	often	ADV
ajoaa-1276	149	20	places	place	VERB
ajoaa-1276	149	21	them	they	PRON
ajoaa-1276	149	22	out	out	ADP
ajoaa-1276	149	23	of	of	ADP
ajoaa-1276	149	24	reach	reach	NOUN
ajoaa-1276	149	25	,	,	PUNCT
ajoaa-1276	149	26	for	for	ADP
ajoaa-1276	149	27	most	most	ADJ
ajoaa-1276	149	28	farmers	farmer	NOUN
ajoaa-1276	149	29	.	.	PUNCT
ajoaa-1276	150	1	few	few	ADJ
ajoaa-1276	150	2	input	input	NOUN
ajoaa-1276	150	3	suppliers	supplier	NOUN
ajoaa-1276	150	4	offer	offer	VERB
ajoaa-1276	150	5	training	training	NOUN
ajoaa-1276	150	6	or	or	CCONJ
ajoaa-1276	150	7	after	after	SCONJ
ajoaa-1276	150	8	sales	sale	NOUN
ajoaa-1276	150	9	support	support	NOUN
ajoaa-1276	150	10	related	relate	VERB
ajoaa-1276	150	11	to	to	ADP
ajoaa-1276	150	12	the	the	DET
ajoaa-1276	150	13	products	product	NOUN
ajoaa-1276	150	14	they	they	PRON
ajoaa-1276	150	15	sell	sell	VERB
ajoaa-1276	150	16	though	though	SCONJ
ajoaa-1276	150	17	government	government	NOUN
ajoaa-1276	150	18	’s	’s	PART
ajoaa-1276	150	19	subsidy	subsidy	NOUN
ajoaa-1276	150	20	program	program	NOUN
ajoaa-1276	150	21	on	on	ADP
ajoaa-1276	150	22	fertilizers	fertilizer	NOUN
ajoaa-1276	150	23	,	,	PUNCT
ajoaa-1276	150	24	sometimes	sometimes	ADV
ajoaa-1276	150	25	make	make	VERB
ajoaa-1276	150	26	it	it	PRON
ajoaa-1276	150	27	difficult	difficult	ADJ
ajoaa-1276	150	28	for	for	SCONJ
ajoaa-1276	150	29	them	they	PRON
ajoaa-1276	150	30	to	to	PART
ajoaa-1276	150	31	compete	compete	VERB
ajoaa-1276	150	32	with	with	ADP
ajoaa-1276	150	33	open	open	ADJ
ajoaa-1276	150	34	market	market	NOUN
ajoaa-1276	150	35	-	-	PUNCT
ajoaa-1276	150	36	priced	price	VERB
ajoaa-1276	150	37	alternatives	alternative	NOUN
ajoaa-1276	150	38	.	.	PUNCT
ajoaa-1276	151	1	some	some	PRON
ajoaa-1276	151	2	also	also	ADV
ajoaa-1276	151	3	have	have	VERB
ajoaa-1276	151	4	limited	limit	VERB
ajoaa-1276	151	5	sales	sale	NOUN
ajoaa-1276	151	6	among	among	ADP
ajoaa-1276	151	7	cash	cash	NOUN
ajoaa-1276	151	8	-	-	PUNCT
ajoaa-1276	151	9	strapped	strap	VERB
ajoaa-1276	151	10	cocoa	cocoa	NOUN
ajoaa-1276	151	11	farmers	farmer	NOUN
ajoaa-1276	151	12	(	(	PUNCT
ajoaa-1276	151	13	world	world	PROPN
ajoaa-1276	151	14	bank	bank	PROPN
ajoaa-1276	151	15	2011	2011	NUM
ajoaa-1276	151	16	)	)	PUNCT
ajoaa-1276	151	17	.	.	PUNCT
ajoaa-1276	152	1	input	input	NOUN
ajoaa-1276	152	2	supply	supply	NOUN
ajoaa-1276	152	3	in	in	ADP
ajoaa-1276	152	4	ghana	ghana	PROPN
ajoaa-1276	152	5	is	be	AUX
ajoaa-1276	152	6	for	for	ADP
ajoaa-1276	152	7	the	the	DET
ajoaa-1276	152	8	most	most	ADJ
ajoaa-1276	152	9	part	part	NOUN
ajoaa-1276	152	10	in	in	ADP
ajoaa-1276	152	11	the	the	DET
ajoaa-1276	152	12	hands	hand	NOUN
ajoaa-1276	152	13	of	of	ADP
ajoaa-1276	152	14	the	the	DET
ajoaa-1276	152	15	private	private	ADJ
ajoaa-1276	152	16	sector	sector	NOUN
ajoaa-1276	152	17	.	.	PUNCT
ajoaa-1276	153	1	however	however	ADV
ajoaa-1276	153	2	,	,	PUNCT
ajoaa-1276	153	3	the	the	DET
ajoaa-1276	153	4	world	world	PROPN
ajoaa-1276	153	5	bank	bank	PROPN
ajoaa-1276	153	6	(	(	PUNCT
ajoaa-1276	153	7	2011	2011	NUM
ajoaa-1276	153	8	)	)	PUNCT
ajoaa-1276	153	9	reveals	reveal	VERB
ajoaa-1276	153	10	that	that	SCONJ
ajoaa-1276	153	11	the	the	DET
ajoaa-1276	153	12	government	government	NOUN
ajoaa-1276	153	13	of	of	ADP
ajoaa-1276	153	14	ghana	ghana	PROPN
ajoaa-1276	153	15	(	(	PUNCT
ajoaa-1276	153	16	gog	gog	PROPN
ajoaa-1276	153	17	)	)	PUNCT
ajoaa-1276	153	18	through	through	ADP
ajoaa-1276	153	19	cocobod	cocobod	PROPN
ajoaa-1276	153	20	retains	retain	VERB
ajoaa-1276	153	21	an	an	DET
ajoaa-1276	153	22	active	active	ADJ
ajoaa-1276	153	23	role	role	NOUN
ajoaa-1276	153	24	through	through	ADP
ajoaa-1276	153	25	subsidized	subsidized	ADJ
ajoaa-1276	153	26	input	input	NOUN
ajoaa-1276	153	27	distribution	distribution	NOUN
ajoaa-1276	153	28	programs	program	NOUN
ajoaa-1276	153	29	targeting	target	VERB
ajoaa-1276	153	30	cocoa	cocoa	NOUN
ajoaa-1276	153	31	farmers	farmer	NOUN
ajoaa-1276	153	32	,	,	PUNCT
ajoaa-1276	153	33	in	in	ADP
ajoaa-1276	153	34	line	line	NOUN
ajoaa-1276	153	35	with	with	ADP
ajoaa-1276	153	36	its	its	PRON
ajoaa-1276	153	37	strategy	strategy	NOUN
ajoaa-1276	153	38	to	to	PART
ajoaa-1276	153	39	raise	raise	VERB
ajoaa-1276	153	40	productivity	productivity	NOUN
ajoaa-1276	153	41	and	and	CCONJ
ajoaa-1276	153	42	output	output	NOUN
ajoaa-1276	153	43	.	.	PUNCT
ajoaa-1276	154	1	nonetheless	nonetheless	ADV
ajoaa-1276	154	2	,	,	PUNCT
ajoaa-1276	154	3	the	the	DET
ajoaa-1276	154	4	farmers	farmer	NOUN
ajoaa-1276	154	5	bear	bear	VERB
ajoaa-1276	154	6	the	the	DET
ajoaa-1276	154	7	bulk	bulk	NOUN
ajoaa-1276	154	8	of	of	ADP
ajoaa-1276	154	9	the	the	DET
ajoaa-1276	154	10	cost	cost	NOUN
ajoaa-1276	154	11	of	of	ADP
ajoaa-1276	154	12	production	production	NOUN
ajoaa-1276	154	13	.	.	PUNCT
ajoaa-1276	155	1	to	to	PART
ajoaa-1276	155	2	support	support	VERB
ajoaa-1276	155	3	this	this	PRON
ajoaa-1276	155	4	,	,	PUNCT
ajoaa-1276	155	5	the	the	DET
ajoaa-1276	155	6	study	study	NOUN
ajoaa-1276	155	7	further	far	ADV
ajoaa-1276	155	8	ascertained	ascertain	VERB
ajoaa-1276	155	9	that	that	SCONJ
ajoaa-1276	155	10	the	the	DET
ajoaa-1276	155	11	cocoa	cocoa	NOUN
ajoaa-1276	155	12	disease	disease	NOUN
ajoaa-1276	155	13	and	and	CCONJ
ajoaa-1276	155	14	pest	pest	VERB
ajoaa-1276	155	15	control	control	NOUN
ajoaa-1276	155	16	(	(	PUNCT
ajoaa-1276	155	17	codapec	codapec	PROPN
ajoaa-1276	155	18	)	)	PUNCT
ajoaa-1276	155	19	unit	unit	NOUN
ajoaa-1276	155	20	of	of	ADP
ajoaa-1276	155	21	the	the	DET
ajoaa-1276	155	22	ghana	ghana	PROPN
ajoaa-1276	155	23	cococbod	cococbod	PROPN
ajoaa-1276	155	24	also	also	ADV
ajoaa-1276	155	25	supplies	supply	VERB
ajoaa-1276	155	26	cocoa	cocoa	NOUN
ajoaa-1276	155	27	farmers	farmer	NOUN
ajoaa-1276	155	28	with	with	ADP
ajoaa-1276	155	29	agro	agro	NOUN
ajoaa-1276	155	30	-	-	PUNCT
ajoaa-1276	155	31	chemicals	chemical	NOUN
ajoaa-1276	155	32	,	,	PUNCT
ajoaa-1276	155	33	which	which	PRON
ajoaa-1276	155	34	usually	usually	ADV
ajoaa-1276	155	35	comes	come	VERB
ajoaa-1276	155	36	through	through	ADP
ajoaa-1276	155	37	a	a	DET
ajoaa-1276	155	38	gog	gog	NOUN
ajoaa-1276	155	39	initiative	initiative	NOUN
ajoaa-1276	155	40	called	call	VERB
ajoaa-1276	155	41	the	the	DET
ajoaa-1276	155	42	mass	mass	NOUN
ajoaa-1276	155	43	spraying	spray	VERB
ajoaa-1276	155	44	exercise	exercise	NOUN
ajoaa-1276	155	45	.	.	PUNCT
ajoaa-1276	156	1	however	however	ADV
ajoaa-1276	156	2	,	,	PUNCT
ajoaa-1276	156	3	the	the	DET
ajoaa-1276	156	4	farmers	farmer	NOUN
ajoaa-1276	156	5	were	be	AUX
ajoaa-1276	156	6	at	at	ADP
ajoaa-1276	156	7	liberty	liberty	NOUN
ajoaa-1276	156	8	to	to	PART
ajoaa-1276	156	9	apply	apply	VERB
ajoaa-1276	156	10	additional	additional	ADJ
ajoaa-1276	156	11	levels	level	NOUN
ajoaa-1276	156	12	of	of	ADP
ajoaa-1276	156	13	agrochemicals	agrochemical	NOUN
ajoaa-1276	156	14	if	if	SCONJ
ajoaa-1276	156	15	necessary	necessary	ADJ
ajoaa-1276	156	16	.	.	PUNCT
ajoaa-1276	157	1	farmers	farmer	NOUN
ajoaa-1276	157	2	explained	explain	VERB
ajoaa-1276	157	3	that	that	SCONJ
ajoaa-1276	157	4	not	not	PART
ajoaa-1276	157	5	all	all	PRON
ajoaa-1276	157	6	of	of	ADP
ajoaa-1276	157	7	them	they	PRON
ajoaa-1276	157	8	get	get	VERB
ajoaa-1276	157	9	access	access	NOUN
ajoaa-1276	157	10	to	to	ADP
ajoaa-1276	157	11	services	service	NOUN
ajoaa-1276	157	12	of	of	ADP
ajoaa-1276	157	13	codapec	codapec	PROPN
ajoaa-1276	157	14	so	so	SCONJ
ajoaa-1276	157	15	they	they	PRON
ajoaa-1276	157	16	consider	consider	VERB
ajoaa-1276	157	17	the	the	DET
ajoaa-1276	157	18	services	service	NOUN
ajoaa-1276	157	19	of	of	ADP
ajoaa-1276	157	20	hired	hire	VERB
ajoaa-1276	157	21	labour	labour	NOUN
ajoaa-1276	157	22	for	for	ADP
ajoaa-1276	157	23	the	the	DET
ajoaa-1276	157	24	application	application	NOUN
ajoaa-1276	157	25	which	which	PRON
ajoaa-1276	157	26	the	the	DET
ajoaa-1276	157	27	cost	cost	NOUN
ajoaa-1276	157	28	is	be	AUX
ajoaa-1276	157	29	bore	bear	VERB
ajoaa-1276	157	30	by	by	ADP
ajoaa-1276	157	31	them	they	PRON
ajoaa-1276	157	32	.	.	PUNCT
ajoaa-1276	158	1	some	some	PRON
ajoaa-1276	158	2	also	also	ADV
ajoaa-1276	158	3	reported	report	VERB
ajoaa-1276	158	4	that	that	SCONJ
ajoaa-1276	158	5	they	they	PRON
ajoaa-1276	158	6	always	always	ADV
ajoaa-1276	158	7	have	have	VERB
ajoaa-1276	158	8	to	to	PART
ajoaa-1276	158	9	treat	treat	VERB
ajoaa-1276	158	10	pest	pest	NOUN
ajoaa-1276	158	11	and	and	CCONJ
ajoaa-1276	158	12	disease	disease	NOUN
ajoaa-1276	158	13	attack	attack	NOUN
ajoaa-1276	158	14	even	even	ADV
ajoaa-1276	158	15	after	after	ADP
ajoaa-1276	158	16	treatment	treatment	NOUN
ajoaa-1276	158	17	by	by	ADP
ajoaa-1276	158	18	codapec	codapec	NOUN
ajoaa-1276	158	19	since	since	SCONJ
ajoaa-1276	158	20	it	it	PRON
ajoaa-1276	158	21	is	be	AUX
ajoaa-1276	158	22	not	not	PART
ajoaa-1276	158	23	sufficient	sufficient	ADJ
ajoaa-1276	158	24	.	.	PUNCT
ajoaa-1276	159	1	a	a	DET
ajoaa-1276	159	2	study	study	NOUN
ajoaa-1276	159	3	by	by	ADP
ajoaa-1276	159	4	hainmueller	hainmueller	PROPN
ajoaa-1276	159	5	et	et	PROPN
ajoaa-1276	159	6	al	al	PROPN
ajoaa-1276	159	7	.	.	PROPN
ajoaa-1276	159	8	(	(	PUNCT
ajoaa-1276	159	9	2011	2011	NUM
ajoaa-1276	159	10	)	)	PUNCT
ajoaa-1276	159	11	also	also	ADV
ajoaa-1276	159	12	revealed	reveal	VERB
ajoaa-1276	159	13	that	that	SCONJ
ajoaa-1276	159	14	,	,	PUNCT
ajoaa-1276	159	15	cocoa	cocoa	NOUN
ajoaa-1276	159	16	farmers	farmer	NOUN
ajoaa-1276	159	17	in	in	ADP
ajoaa-1276	159	18	ghana	ghana	PROPN
ajoaa-1276	159	19	have	have	VERB
ajoaa-1276	159	20	limited	limit	VERB
ajoaa-1276	159	21	access	access	NOUN
ajoaa-1276	159	22	to	to	ADP
ajoaa-1276	159	23	affordable	affordable	ADJ
ajoaa-1276	159	24	and	and	CCONJ
ajoaa-1276	159	25	timely	timely	ADJ
ajoaa-1276	159	26	inputs	input	NOUN
ajoaa-1276	159	27	that	that	PRON
ajoaa-1276	159	28	would	would	AUX
ajoaa-1276	159	29	otherwise	otherwise	ADV
ajoaa-1276	159	30	help	help	VERB
ajoaa-1276	159	31	to	to	PART
ajoaa-1276	159	32	increase	increase	VERB
ajoaa-1276	159	33	their	their	PRON
ajoaa-1276	159	34	yields	yield	NOUN
ajoaa-1276	159	35	and	and	CCONJ
ajoaa-1276	159	36	reduce	reduce	VERB
ajoaa-1276	159	37	losses	loss	NOUN
ajoaa-1276	159	38	to	to	ADP
ajoaa-1276	159	39	pests	pest	NOUN
ajoaa-1276	159	40	and	and	CCONJ
ajoaa-1276	159	41	diseases	disease	NOUN
ajoaa-1276	159	42	with	with	ADP
ajoaa-1276	159	43	only	only	ADV
ajoaa-1276	159	44	14	14	NUM
ajoaa-1276	159	45	%	%	NOUN
ajoaa-1276	159	46	of	of	ADP
ajoaa-1276	159	47	farmers	farmer	NOUN
ajoaa-1276	159	48	having	have	VERB
ajoaa-1276	159	49	ready	ready	ADJ
ajoaa-1276	159	50	access	access	NOUN
ajoaa-1276	159	51	to	to	ADP
ajoaa-1276	159	52	fertilizers	fertilizer	NOUN
ajoaa-1276	159	53	and	and	CCONJ
ajoaa-1276	159	54	other	other	ADJ
ajoaa-1276	159	55	agrochemicals	agrochemical	NOUN
ajoaa-1276	159	56	when	when	SCONJ
ajoaa-1276	159	57	they	they	PRON
ajoaa-1276	159	58	needed	need	VERB
ajoaa-1276	159	59	.	.	PUNCT
ajoaa-1276	160	1	to	to	ADP
ajoaa-1276	160	2	this	this	DET
ajoaa-1276	160	3	end	end	NOUN
ajoaa-1276	160	4	,	,	PUNCT
ajoaa-1276	160	5	it	it	PRON
ajoaa-1276	160	6	is	be	AUX
ajoaa-1276	160	7	important	important	ADJ
ajoaa-1276	160	8	for	for	SCONJ
ajoaa-1276	160	9	government	government	NOUN
ajoaa-1276	160	10	to	to	PART
ajoaa-1276	160	11	repackage	repackage	VERB
ajoaa-1276	160	12	the	the	DET
ajoaa-1276	160	13	exercise	exercise	NOUN
ajoaa-1276	160	14	for	for	SCONJ
ajoaa-1276	160	15	farmers	farmer	NOUN
ajoaa-1276	160	16	to	to	PART
ajoaa-1276	160	17	take	take	VERB
ajoaa-1276	160	18	full	full	ADJ
ajoaa-1276	160	19	advantage	advantage	NOUN
ajoaa-1276	160	20	.	.	PUNCT
ajoaa-1276	161	1	also	also	ADV
ajoaa-1276	161	2	private	private	ADJ
ajoaa-1276	161	3	input	input	NOUN
ajoaa-1276	161	4	suppliers	supplier	NOUN
ajoaa-1276	161	5	can	can	AUX
ajoaa-1276	161	6	provide	provide	VERB
ajoaa-1276	161	7	inputs	input	NOUN
ajoaa-1276	161	8	to	to	ADP
ajoaa-1276	161	9	the	the	DET
ajoaa-1276	161	10	farmers	farmer	NOUN
ajoaa-1276	161	11	at	at	ADP
ajoaa-1276	161	12	a	a	DET
ajoaa-1276	161	13	fare	fare	NOUN
ajoaa-1276	161	14	rate	rate	NOUN
ajoaa-1276	161	15	given	give	VERB
ajoaa-1276	161	16	their	their	PRON
ajoaa-1276	161	17	resource	resource	NOUN
ajoaa-1276	161	18	constraints	constraint	NOUN
ajoaa-1276	161	19	.	.	PUNCT
ajoaa-1276	162	1	research	research	NOUN
ajoaa-1276	162	2	and	and	CCONJ
ajoaa-1276	162	3	development	development	NOUN
ajoaa-1276	162	4	(	(	PUNCT
ajoaa-1276	162	5	r&d	r&d	NOUN
ajoaa-1276	162	6	)	)	PUNCT
ajoaa-1276	162	7	institutional	institutional	ADJ
ajoaa-1276	162	8	support	support	NOUN
ajoaa-1276	162	9	the	the	DET
ajoaa-1276	162	10	cocoa	cocoa	NOUN
ajoaa-1276	162	11	research	research	PROPN
ajoaa-1276	162	12	institute	institute	PROPN
ajoaa-1276	162	13	of	of	ADP
ajoaa-1276	162	14	ghana	ghana	PROPN
ajoaa-1276	162	15	(	(	PUNCT
ajoaa-1276	162	16	crig	crig	PROPN
ajoaa-1276	162	17	)	)	PUNCT
ajoaa-1276	162	18	mentioned	mention	VERB
ajoaa-1276	162	19	earlier	early	ADV
ajoaa-1276	162	20	,	,	PUNCT
ajoaa-1276	162	21	is	be	AUX
ajoaa-1276	162	22	mandated	mandate	VERB
ajoaa-1276	162	23	to	to	PART
ajoaa-1276	162	24	undertake	undertake	VERB
ajoaa-1276	162	25	research	research	NOUN
ajoaa-1276	162	26	into	into	ADP
ajoaa-1276	162	27	challenges	challenge	NOUN
ajoaa-1276	162	28	relating	relate	VERB
ajoaa-1276	162	29	to	to	ADP
ajoaa-1276	162	30	the	the	DET
ajoaa-1276	162	31	production	production	NOUN
ajoaa-1276	162	32	,	,	PUNCT
ajoaa-1276	162	33	processing	processing	NOUN
ajoaa-1276	162	34	and	and	CCONJ
ajoaa-1276	162	35	utilization	utilization	NOUN
ajoaa-1276	162	36	of	of	ADP
ajoaa-1276	162	37	cocoa	cocoa	NOUN
ajoaa-1276	162	38	and	and	CCONJ
ajoaa-1276	162	39	other	other	ADJ
ajoaa-1276	162	40	tree	tree	NOUN
ajoaa-1276	162	41	species	specie	NOUN
ajoaa-1276	162	42	by	by	ADP
ajoaa-1276	162	43	providing	provide	VERB
ajoaa-1276	162	44	asian	asian	ADJ
ajoaa-1276	162	45	journal	journal	NOUN
ajoaa-1276	162	46	of	of	ADP
ajoaa-1276	162	47	agriculture	agriculture	NOUN
ajoaa-1276	162	48	and	and	CCONJ
ajoaa-1276	162	49	rural	rural	ADJ
ajoaa-1276	162	50	development	development	NOUN
ajoaa-1276	162	51	,	,	PUNCT
ajoaa-1276	162	52	4(10)2014	4(10)2014	NUM
ajoaa-1276	162	53	:	:	PUNCT
ajoaa-1276	162	54	484	484	NUM
ajoaa-1276	162	55	-	-	SYM
ajoaa-1276	162	56	495	495	NUM
ajoaa-1276	162	57	492	492	NUM
ajoaa-1276	162	58	cocoa	cocoa	NOUN
ajoaa-1276	162	59	farmers	farmer	NOUN
ajoaa-1276	162	60	with	with	ADP
ajoaa-1276	162	61	technical	technical	ADJ
ajoaa-1276	162	62	innovations	innovation	NOUN
ajoaa-1276	162	63	that	that	PRON
ajoaa-1276	162	64	improve	improve	VERB
ajoaa-1276	162	65	yields	yield	NOUN
ajoaa-1276	162	66	,	,	PUNCT
ajoaa-1276	162	67	identify	identify	VERB
ajoaa-1276	162	68	new	new	ADJ
ajoaa-1276	162	69	processing	processing	NOUN
ajoaa-1276	162	70	techniques	technique	NOUN
ajoaa-1276	162	71	and	and	CCONJ
ajoaa-1276	162	72	marketable	marketable	ADJ
ajoaa-1276	162	73	consumer	consumer	NOUN
ajoaa-1276	162	74	products	product	NOUN
ajoaa-1276	162	75	and	and	CCONJ
ajoaa-1276	162	76	by	by	ADP
ajoaa-1276	162	77	-	-	PUNCT
ajoaa-1276	162	78	products	product	NOUN
ajoaa-1276	162	79	and	and	CCONJ
ajoaa-1276	162	80	ensuring	ensure	VERB
ajoaa-1276	162	81	effective	effective	ADJ
ajoaa-1276	162	82	transfer	transfer	NOUN
ajoaa-1276	162	83	of	of	ADP
ajoaa-1276	162	84	research	research	NOUN
ajoaa-1276	162	85	findings	finding	NOUN
ajoaa-1276	162	86	,	,	PUNCT
ajoaa-1276	162	87	new	new	ADJ
ajoaa-1276	162	88	technologies	technology	NOUN
ajoaa-1276	162	89	and	and	CCONJ
ajoaa-1276	162	90	agronomic	agronomic	ADJ
ajoaa-1276	162	91	practices	practice	NOUN
ajoaa-1276	162	92	to	to	ADP
ajoaa-1276	162	93	farmers	farmer	NOUN
ajoaa-1276	162	94	(	(	PUNCT
ajoaa-1276	162	95	baah	baah	PROPN
ajoaa-1276	162	96	and	and	CCONJ
ajoaa-1276	162	97	anchirinah	anchirinah	PROPN
ajoaa-1276	162	98	2011	2011	NUM
ajoaa-1276	162	99	)	)	PUNCT
ajoaa-1276	162	100	.	.	PUNCT
ajoaa-1276	163	1	the	the	DET
ajoaa-1276	163	2	cocoa	cocoa	NOUN
ajoaa-1276	163	3	swollen	swollen	PROPN
ajoaa-1276	163	4	shoot	shoot	NOUN
ajoaa-1276	163	5	virus	virus	NOUN
ajoaa-1276	163	6	disease	disease	PROPN
ajoaa-1276	163	7	control	control	PROPN
ajoaa-1276	163	8	unit	unit	NOUN
ajoaa-1276	163	9	(	(	PUNCT
ajoaa-1276	163	10	cssvdcu	cssvdcu	NOUN
ajoaa-1276	163	11	)	)	PUNCT
ajoaa-1276	163	12	is	be	AUX
ajoaa-1276	163	13	responsible	responsible	ADJ
ajoaa-1276	163	14	for	for	ADP
ajoaa-1276	163	15	the	the	DET
ajoaa-1276	163	16	survey	survey	NOUN
ajoaa-1276	163	17	and	and	CCONJ
ajoaa-1276	163	18	control	control	NOUN
ajoaa-1276	163	19	of	of	ADP
ajoaa-1276	163	20	the	the	DET
ajoaa-1276	163	21	cocoa	cocoa	NOUN
ajoaa-1276	163	22	swollen	swollen	ADJ
ajoaa-1276	163	23	shoot	shoot	NOUN
ajoaa-1276	163	24	virus	virus	NOUN
ajoaa-1276	163	25	disease	disease	NOUN
ajoaa-1276	163	26	(	(	PUNCT
ajoaa-1276	163	27	cssvd	cssvd	PROPN
ajoaa-1276	163	28	)	)	PUNCT
ajoaa-1276	163	29	.	.	PUNCT
ajoaa-1276	164	1	the	the	DET
ajoaa-1276	164	2	unit	unit	NOUN
ajoaa-1276	164	3	's	's	PART
ajoaa-1276	164	4	activities	activity	NOUN
ajoaa-1276	164	5	include	include	VERB
ajoaa-1276	164	6	the	the	DET
ajoaa-1276	164	7	removal	removal	NOUN
ajoaa-1276	164	8	and	and	CCONJ
ajoaa-1276	164	9	destruction	destruction	NOUN
ajoaa-1276	164	10	of	of	ADP
ajoaa-1276	164	11	diseased	diseased	ADJ
ajoaa-1276	164	12	cocoa	cocoa	NOUN
ajoaa-1276	164	13	trees	tree	NOUN
ajoaa-1276	164	14	from	from	ADP
ajoaa-1276	164	15	farms	farm	NOUN
ajoaa-1276	164	16	and	and	CCONJ
ajoaa-1276	164	17	supply	supply	NOUN
ajoaa-1276	164	18	of	of	ADP
ajoaa-1276	164	19	disease	disease	NOUN
ajoaa-1276	164	20	-	-	PUNCT
ajoaa-1276	164	21	tolerant	tolerant	ADJ
ajoaa-1276	164	22	hybrids	hybrid	NOUN
ajoaa-1276	164	23	(	(	PUNCT
ajoaa-1276	164	24	pod	pod	NOUN
ajoaa-1276	164	25	and	and	CCONJ
ajoaa-1276	164	26	saplings	sapling	NOUN
ajoaa-1276	164	27	)	)	PUNCT
ajoaa-1276	164	28	for	for	ADP
ajoaa-1276	164	29	replanting	replant	VERB
ajoaa-1276	164	30	.	.	PUNCT
ajoaa-1276	165	1	the	the	DET
ajoaa-1276	165	2	seed	seed	NOUN
ajoaa-1276	165	3	production	production	NOUN
ajoaa-1276	165	4	unit	unit	NOUN
ajoaa-1276	165	5	(	(	PUNCT
ajoaa-1276	165	6	spu	spu	PROPN
ajoaa-1276	165	7	)	)	PUNCT
ajoaa-1276	165	8	is	be	AUX
ajoaa-1276	165	9	responsible	responsible	ADJ
ajoaa-1276	165	10	for	for	ADP
ajoaa-1276	165	11	the	the	DET
ajoaa-1276	165	12	multiplication	multiplication	NOUN
ajoaa-1276	165	13	and	and	CCONJ
ajoaa-1276	165	14	distribution	distribution	NOUN
ajoaa-1276	165	15	of	of	ADP
ajoaa-1276	165	16	improved	improved	ADJ
ajoaa-1276	165	17	cocoa	cocoa	NOUN
ajoaa-1276	165	18	planting	planting	NOUN
ajoaa-1276	165	19	materials	material	NOUN
ajoaa-1276	165	20	to	to	ADP
ajoaa-1276	165	21	farmers	farmer	NOUN
ajoaa-1276	165	22	.	.	PUNCT
ajoaa-1276	166	1	spu	spu	PROPN
ajoaa-1276	166	2	maintains	maintain	VERB
ajoaa-1276	166	3	seed	seed	NOUN
ajoaa-1276	166	4	gardens	garden	NOUN
ajoaa-1276	166	5	at	at	ADP
ajoaa-1276	166	6	23	23	NUM
ajoaa-1276	166	7	cocoa	cocoa	NOUN
ajoaa-1276	166	8	stations	station	NOUN
ajoaa-1276	166	9	in	in	ADP
ajoaa-1276	166	10	the	the	DET
ajoaa-1276	166	11	seven	seven	NUM
ajoaa-1276	166	12	cocoa	cocoa	NOUN
ajoaa-1276	166	13	-	-	PUNCT
ajoaa-1276	166	14	growing	grow	VERB
ajoaa-1276	166	15	regions	region	NOUN
ajoaa-1276	166	16	of	of	ADP
ajoaa-1276	166	17	ghana	ghana	PROPN
ajoaa-1276	166	18	.	.	PUNCT
ajoaa-1276	167	1	the	the	DET
ajoaa-1276	167	2	unit	unit	NOUN
ajoaa-1276	167	3	multiplies	multiply	VERB
ajoaa-1276	167	4	high	high	ADV
ajoaa-1276	167	5	-	-	PUNCT
ajoaa-1276	167	6	yielding	yield	VERB
ajoaa-1276	167	7	,	,	PUNCT
ajoaa-1276	167	8	early	early	ADJ
ajoaa-1276	167	9	-	-	PUNCT
ajoaa-1276	167	10	bearing	bear	VERB
ajoaa-1276	167	11	hybrid	hybrid	ADJ
ajoaa-1276	167	12	cocoa	cocoa	NOUN
ajoaa-1276	167	13	types	type	NOUN
ajoaa-1276	167	14	and	and	CCONJ
ajoaa-1276	167	15	distributes	distribute	VERB
ajoaa-1276	167	16	them	they	PRON
ajoaa-1276	167	17	to	to	ADP
ajoaa-1276	167	18	farmers	farmer	NOUN
ajoaa-1276	167	19	as	as	ADP
ajoaa-1276	167	20	seed	seed	NOUN
ajoaa-1276	167	21	pods	pod	NOUN
ajoaa-1276	167	22	and	and	CCONJ
ajoaa-1276	167	23	saplings	sapling	NOUN
ajoaa-1276	167	24	at	at	ADP
ajoaa-1276	167	25	a	a	DET
ajoaa-1276	167	26	subsidized	subsidized	ADJ
ajoaa-1276	167	27	cost	cost	NOUN
ajoaa-1276	167	28	.	.	PUNCT
ajoaa-1276	168	1	the	the	DET
ajoaa-1276	168	2	national	national	PROPN
ajoaa-1276	168	3	cocoa	cocoa	NOUN
ajoaa-1276	168	4	diseases	disease	NOUN
ajoaa-1276	168	5	and	and	CCONJ
ajoaa-1276	168	6	pest	pest	VERB
ajoaa-1276	168	7	control	control	NOUN
ajoaa-1276	168	8	(	(	PUNCT
ajoaa-1276	168	9	codapec	codapec	PROPN
ajoaa-1276	168	10	)	)	PUNCT
ajoaa-1276	168	11	assists	assist	VERB
ajoaa-1276	168	12	cocoa	cocoa	NOUN
ajoaa-1276	168	13	farmers	farmer	NOUN
ajoaa-1276	168	14	across	across	ADP
ajoaa-1276	168	15	ghana	ghana	PROPN
ajoaa-1276	168	16	to	to	AUX
ajoaa-1276	168	17	combat	combat	VERB
ajoaa-1276	168	18	cocoa	cocoa	NOUN
ajoaa-1276	168	19	mirids	mirid	NOUN
ajoaa-1276	168	20	and	and	CCONJ
ajoaa-1276	168	21	black	black	ADJ
ajoaa-1276	168	22	pod	pod	NOUN
ajoaa-1276	168	23	diseases	disease	NOUN
ajoaa-1276	168	24	as	as	ADV
ajoaa-1276	168	25	well	well	ADV
ajoaa-1276	168	26	as	as	ADP
ajoaa-1276	168	27	train	train	NOUN
ajoaa-1276	168	28	farmers	farmer	NOUN
ajoaa-1276	168	29	and	and	CCONJ
ajoaa-1276	168	30	technical	technical	ADJ
ajoaa-1276	168	31	personnel	personnel	NOUN
ajoaa-1276	168	32	on	on	ADP
ajoaa-1276	168	33	the	the	DET
ajoaa-1276	168	34	cultural	cultural	ADJ
ajoaa-1276	168	35	and	and	CCONJ
ajoaa-1276	168	36	chemical	chemical	NOUN
ajoaa-1276	168	37	methods	method	NOUN
ajoaa-1276	168	38	of	of	ADP
ajoaa-1276	168	39	pests	pest	NOUN
ajoaa-1276	168	40	and	and	CCONJ
ajoaa-1276	168	41	diseases	disease	NOUN
ajoaa-1276	168	42	control	control	VERB
ajoaa-1276	168	43	and	and	CCONJ
ajoaa-1276	168	44	educate	educate	VERB
ajoaa-1276	168	45	and	and	CCONJ
ajoaa-1276	168	46	train	train	VERB
ajoaa-1276	168	47	local	local	ADJ
ajoaa-1276	168	48	sprayers	sprayer	NOUN
ajoaa-1276	168	49	on	on	ADP
ajoaa-1276	168	50	safe	safe	ADJ
ajoaa-1276	168	51	pesticides	pesticide	NOUN
ajoaa-1276	168	52	usage	usage	NOUN
ajoaa-1276	168	53	.	.	PUNCT
ajoaa-1276	169	1	quality	quality	NOUN
ajoaa-1276	169	2	control	control	NOUN
ajoaa-1276	169	3	company	company	NOUN
ajoaa-1276	169	4	(	(	PUNCT
ajoaa-1276	169	5	qcc	qcc	NOUN
ajoaa-1276	169	6	)	)	PUNCT
ajoaa-1276	169	7	is	be	AUX
ajoaa-1276	169	8	also	also	ADV
ajoaa-1276	169	9	responsible	responsible	ADJ
ajoaa-1276	169	10	for	for	ADP
ajoaa-1276	169	11	maintaining	maintain	VERB
ajoaa-1276	169	12	quality	quality	NOUN
ajoaa-1276	169	13	standards	standard	NOUN
ajoaa-1276	169	14	and	and	CCONJ
ajoaa-1276	169	15	overseeing	oversee	VERB
ajoaa-1276	169	16	quality	quality	NOUN
ajoaa-1276	169	17	control	control	NOUN
ajoaa-1276	169	18	measures	measure	NOUN
ajoaa-1276	169	19	at	at	ADP
ajoaa-1276	169	20	all	all	DET
ajoaa-1276	169	21	stages	stage	NOUN
ajoaa-1276	169	22	of	of	ADP
ajoaa-1276	169	23	the	the	DET
ajoaa-1276	169	24	cocoa	cocoa	NOUN
ajoaa-1276	169	25	supply	supply	NOUN
ajoaa-1276	169	26	chain	chain	NOUN
ajoaa-1276	169	27	(	(	PUNCT
ajoaa-1276	169	28	world	world	PROPN
ajoaa-1276	169	29	bank	bank	PROPN
ajoaa-1276	169	30	,	,	PUNCT
ajoaa-1276	169	31	2011	2011	NUM
ajoaa-1276	169	32	)	)	PUNCT
ajoaa-1276	169	33	.	.	PUNCT
ajoaa-1276	170	1	the	the	DET
ajoaa-1276	170	2	study	study	NOUN
ajoaa-1276	170	3	however	however	ADV
ajoaa-1276	170	4	indicated	indicate	VERB
ajoaa-1276	170	5	that	that	SCONJ
ajoaa-1276	170	6	less	less	ADJ
ajoaa-1276	170	7	than	than	ADP
ajoaa-1276	170	8	30	30	NUM
ajoaa-1276	170	9	%	%	NOUN
ajoaa-1276	170	10	(	(	PUNCT
ajoaa-1276	170	11	figure	figure	NOUN
ajoaa-1276	170	12	1	1	NUM
ajoaa-1276	170	13	)	)	PUNCT
ajoaa-1276	170	14	of	of	ADP
ajoaa-1276	170	15	the	the	DET
ajoaa-1276	170	16	cocoa	cocoa	NOUN
ajoaa-1276	170	17	farmers	farmer	NOUN
ajoaa-1276	170	18	interviewed	interview	VERB
ajoaa-1276	170	19	reported	report	VERB
ajoaa-1276	170	20	they	they	PRON
ajoaa-1276	170	21	receive	receive	VERB
ajoaa-1276	170	22	direct	direct	ADJ
ajoaa-1276	170	23	technical	technical	ADJ
ajoaa-1276	170	24	support	support	NOUN
ajoaa-1276	170	25	from	from	ADP
ajoaa-1276	170	26	the	the	DET
ajoaa-1276	170	27	r&d	r&d	NOUN
ajoaa-1276	170	28	institutions	institution	NOUN
ajoaa-1276	170	29	in	in	ADP
ajoaa-1276	170	30	the	the	DET
ajoaa-1276	170	31	country	country	NOUN
ajoaa-1276	170	32	including	include	VERB
ajoaa-1276	170	33	the	the	DET
ajoaa-1276	170	34	council	council	NOUN
ajoaa-1276	170	35	for	for	ADP
ajoaa-1276	170	36	scientific	scientific	ADJ
ajoaa-1276	170	37	and	and	CCONJ
ajoaa-1276	170	38	industrial	industrial	ADJ
ajoaa-1276	170	39	research	research	NOUN
ajoaa-1276	170	40	(	(	PUNCT
ajoaa-1276	170	41	csir	csir	PROPN
ajoaa-1276	170	42	)	)	PUNCT
ajoaa-1276	170	43	and	and	CCONJ
ajoaa-1276	170	44	their	their	PRON
ajoaa-1276	170	45	very	very	ADV
ajoaa-1276	170	46	own	own	ADJ
ajoaa-1276	170	47	,	,	PUNCT
ajoaa-1276	170	48	crig	crig	PROPN
ajoaa-1276	170	49	.	.	PUNCT
ajoaa-1276	171	1	according	accord	VERB
ajoaa-1276	171	2	to	to	ADP
ajoaa-1276	171	3	a	a	DET
ajoaa-1276	171	4	world	world	NOUN
ajoaa-1276	171	5	bank	bank	NOUN
ajoaa-1276	171	6	report	report	NOUN
ajoaa-1276	171	7	in	in	ADP
ajoaa-1276	171	8	2011	2011	NUM
ajoaa-1276	171	9	,	,	PUNCT
ajoaa-1276	171	10	smallholder	smallholder	NOUN
ajoaa-1276	171	11	farmers	farmer	NOUN
ajoaa-1276	171	12	have	have	AUX
ajoaa-1276	171	13	not	not	PART
ajoaa-1276	171	14	benefited	benefit	VERB
ajoaa-1276	171	15	enough	enough	ADV
ajoaa-1276	171	16	from	from	ADP
ajoaa-1276	171	17	the	the	DET
ajoaa-1276	171	18	available	available	ADJ
ajoaa-1276	171	19	research	research	NOUN
ajoaa-1276	171	20	and	and	CCONJ
ajoaa-1276	171	21	technological	technological	ADJ
ajoaa-1276	171	22	support	support	NOUN
ajoaa-1276	171	23	in	in	ADP
ajoaa-1276	171	24	the	the	DET
ajoaa-1276	171	25	industry	industry	NOUN
ajoaa-1276	171	26	and	and	CCONJ
ajoaa-1276	171	27	that	that	SCONJ
ajoaa-1276	171	28	not	not	PART
ajoaa-1276	171	29	all	all	DET
ajoaa-1276	171	30	farmers	farmer	NOUN
ajoaa-1276	171	31	get	get	VERB
ajoaa-1276	171	32	access	access	NOUN
ajoaa-1276	171	33	to	to	ADP
ajoaa-1276	171	34	these	these	DET
ajoaa-1276	171	35	services	service	NOUN
ajoaa-1276	171	36	.	.	PUNCT
ajoaa-1276	172	1	it	it	PRON
ajoaa-1276	172	2	further	far	ADV
ajoaa-1276	172	3	explains	explain	VERB
ajoaa-1276	172	4	that	that	SCONJ
ajoaa-1276	172	5	,	,	PUNCT
ajoaa-1276	172	6	smallholder	smallholder	NOUN
ajoaa-1276	172	7	cocoa	cocoa	NOUN
ajoaa-1276	172	8	farmers	farmer	NOUN
ajoaa-1276	172	9	in	in	ADP
ajoaa-1276	172	10	ghana	ghana	PROPN
ajoaa-1276	172	11	are	be	AUX
ajoaa-1276	172	12	among	among	ADP
ajoaa-1276	172	13	the	the	DET
ajoaa-1276	172	14	least	least	ADJ
ajoaa-1276	172	15	productive	productive	ADJ
ajoaa-1276	172	16	with	with	ADP
ajoaa-1276	172	17	declining	decline	VERB
ajoaa-1276	172	18	average	average	ADJ
ajoaa-1276	172	19	yields	yield	NOUN
ajoaa-1276	172	20	well	well	ADV
ajoaa-1276	172	21	below	below	ADP
ajoaa-1276	172	22	that	that	PRON
ajoaa-1276	172	23	of	of	ADP
ajoaa-1276	172	24	other	other	ADJ
ajoaa-1276	172	25	major	major	ADJ
ajoaa-1276	172	26	cocoa	cocoa	NOUN
ajoaa-1276	172	27	producers	producer	NOUN
ajoaa-1276	172	28	such	such	ADJ
ajoaa-1276	172	29	as	as	ADP
ajoaa-1276	172	30	cote	cote	PROPN
ajoaa-1276	172	31	d’ivoire	d’ivoire	PROPN
ajoaa-1276	172	32	.	.	PUNCT
ajoaa-1276	173	1	it	it	PRON
ajoaa-1276	173	2	is	be	AUX
ajoaa-1276	173	3	important	important	ADJ
ajoaa-1276	173	4	therefore	therefore	ADV
ajoaa-1276	173	5	to	to	PART
ajoaa-1276	173	6	raise	raise	VERB
ajoaa-1276	173	7	output	output	NOUN
ajoaa-1276	173	8	while	while	SCONJ
ajoaa-1276	173	9	maintaining	maintain	VERB
ajoaa-1276	173	10	quality	quality	NOUN
ajoaa-1276	173	11	standards	standard	NOUN
ajoaa-1276	173	12	hence	hence	ADV
ajoaa-1276	173	13	the	the	DET
ajoaa-1276	173	14	r&d	r&d	NOUN
ajoaa-1276	173	15	institutions	institution	NOUN
ajoaa-1276	173	16	,	,	PUNCT
ajoaa-1276	173	17	especially	especially	ADV
ajoaa-1276	173	18	crig	crig	NOUN
ajoaa-1276	173	19	should	should	AUX
ajoaa-1276	173	20	step	step	VERB
ajoaa-1276	173	21	up	up	ADP
ajoaa-1276	173	22	their	their	PRON
ajoaa-1276	173	23	efforts	effort	NOUN
ajoaa-1276	173	24	in	in	ADP
ajoaa-1276	173	25	order	order	NOUN
ajoaa-1276	173	26	to	to	PART
ajoaa-1276	173	27	make	make	VERB
ajoaa-1276	173	28	their	their	PRON
ajoaa-1276	173	29	services	service	NOUN
ajoaa-1276	173	30	available	available	ADJ
ajoaa-1276	173	31	to	to	ADP
ajoaa-1276	173	32	all	all	DET
ajoaa-1276	173	33	farmers	farmer	NOUN
ajoaa-1276	173	34	to	to	PART
ajoaa-1276	173	35	ensure	ensure	VERB
ajoaa-1276	173	36	increased	increase	VERB
ajoaa-1276	173	37	productivity	productivity	NOUN
ajoaa-1276	173	38	.	.	PUNCT
ajoaa-1276	174	1	results	result	NOUN
ajoaa-1276	174	2	of	of	ADP
ajoaa-1276	174	3	the	the	DET
ajoaa-1276	174	4	regression	regression	NOUN
ajoaa-1276	174	5	model	model	NOUN
ajoaa-1276	174	6	in	in	ADP
ajoaa-1276	174	7	order	order	NOUN
ajoaa-1276	174	8	to	to	PART
ajoaa-1276	174	9	quantify	quantify	VERB
ajoaa-1276	174	10	the	the	DET
ajoaa-1276	174	11	impact	impact	NOUN
ajoaa-1276	174	12	that	that	PRON
ajoaa-1276	174	13	support	support	NOUN
ajoaa-1276	174	14	services	service	NOUN
ajoaa-1276	174	15	,	,	PUNCT
ajoaa-1276	174	16	among	among	ADP
ajoaa-1276	174	17	other	other	ADJ
ajoaa-1276	174	18	variables	variable	NOUN
ajoaa-1276	174	19	have	have	VERB
ajoaa-1276	174	20	on	on	ADP
ajoaa-1276	174	21	the	the	DET
ajoaa-1276	174	22	output	output	NOUN
ajoaa-1276	174	23	levels	level	NOUN
ajoaa-1276	174	24	of	of	ADP
ajoaa-1276	174	25	cocoa	cocoa	NOUN
ajoaa-1276	174	26	,	,	PUNCT
ajoaa-1276	174	27	an	an	DET
ajoaa-1276	174	28	ols	ols	PROPN
ajoaa-1276	174	29	regression	regression	NOUN
ajoaa-1276	174	30	model	model	NOUN
ajoaa-1276	174	31	was	be	AUX
ajoaa-1276	174	32	analysed	analyse	VERB
ajoaa-1276	174	33	and	and	CCONJ
ajoaa-1276	174	34	the	the	DET
ajoaa-1276	174	35	results	result	NOUN
ajoaa-1276	174	36	presented	present	VERB
ajoaa-1276	174	37	in	in	ADP
ajoaa-1276	174	38	table	table	NOUN
ajoaa-1276	174	39	2	2	NUM
ajoaa-1276	174	40	.	.	PUNCT
ajoaa-1276	175	1	the	the	DET
ajoaa-1276	175	2	results	result	NOUN
ajoaa-1276	175	3	shown	show	VERB
ajoaa-1276	175	4	indicate	indicate	VERB
ajoaa-1276	175	5	that	that	SCONJ
ajoaa-1276	175	6	about	about	ADV
ajoaa-1276	175	7	88	88	NUM
ajoaa-1276	175	8	%	%	NOUN
ajoaa-1276	175	9	of	of	ADP
ajoaa-1276	175	10	the	the	DET
ajoaa-1276	175	11	variation	variation	NOUN
ajoaa-1276	175	12	in	in	ADP
ajoaa-1276	175	13	the	the	DET
ajoaa-1276	175	14	output	output	NOUN
ajoaa-1276	175	15	levels	level	NOUN
ajoaa-1276	175	16	of	of	ADP
ajoaa-1276	175	17	cocoa	cocoa	NOUN
ajoaa-1276	175	18	in	in	ADP
ajoaa-1276	175	19	the	the	DET
ajoaa-1276	175	20	study	study	NOUN
ajoaa-1276	175	21	area	area	NOUN
ajoaa-1276	175	22	is	be	AUX
ajoaa-1276	175	23	explained	explain	VERB
ajoaa-1276	175	24	by	by	ADP
ajoaa-1276	175	25	the	the	DET
ajoaa-1276	175	26	various	various	ADJ
ajoaa-1276	175	27	variables	variable	NOUN
ajoaa-1276	175	28	specified	specify	VERB
ajoaa-1276	175	29	in	in	ADP
ajoaa-1276	175	30	the	the	DET
ajoaa-1276	175	31	model	model	NOUN
ajoaa-1276	175	32	.	.	PUNCT
ajoaa-1276	176	1	this	this	DET
ajoaa-1276	176	2	further	far	ADV
ajoaa-1276	176	3	implies	imply	VERB
ajoaa-1276	176	4	that	that	SCONJ
ajoaa-1276	176	5	the	the	DET
ajoaa-1276	176	6	combined	combined	ADJ
ajoaa-1276	176	7	effects	effect	NOUN
ajoaa-1276	176	8	of	of	ADP
ajoaa-1276	176	9	the	the	DET
ajoaa-1276	176	10	variables	variable	NOUN
ajoaa-1276	176	11	chosen	choose	VERB
ajoaa-1276	176	12	rightly	rightly	ADV
ajoaa-1276	176	13	explain	explain	VERB
ajoaa-1276	176	14	the	the	DET
ajoaa-1276	176	15	variation	variation	NOUN
ajoaa-1276	176	16	in	in	ADP
ajoaa-1276	176	17	output	output	NOUN
ajoaa-1276	176	18	and	and	CCONJ
ajoaa-1276	176	19	hence	hence	ADV
ajoaa-1276	176	20	gives	give	VERB
ajoaa-1276	176	21	an	an	DET
ajoaa-1276	176	22	indication	indication	NOUN
ajoaa-1276	176	23	of	of	ADP
ajoaa-1276	176	24	the	the	DET
ajoaa-1276	176	25	fitness	fitness	NOUN
ajoaa-1276	176	26	of	of	ADP
ajoaa-1276	176	27	the	the	DET
ajoaa-1276	176	28	model	model	NOUN
ajoaa-1276	176	29	specified	specify	VERB
ajoaa-1276	176	30	.	.	PUNCT
ajoaa-1276	177	1	table	table	NOUN
ajoaa-1276	177	2	2	2	NUM
ajoaa-1276	177	3	:	:	PUNCT
ajoaa-1276	177	4	results	result	NOUN
ajoaa-1276	177	5	of	of	ADP
ajoaa-1276	177	6	the	the	DET
ajoaa-1276	177	7	ols	ol	NOUN
ajoaa-1276	177	8	regression	regression	NOUN
ajoaa-1276	177	9	analysis	analysis	NOUN
ajoaa-1276	177	10	variables	variable	NOUN
ajoaa-1276	177	11	parameter	parameter	NOUN
ajoaa-1276	177	12	coefficient	coefficient	PROPN
ajoaa-1276	177	13	t	t	NOUN
ajoaa-1276	177	14	-	-	PUNCT
ajoaa-1276	177	15	value	value	NOUN
ajoaa-1276	177	16	significance	significance	NOUN
ajoaa-1276	177	17	(	(	PUNCT
ajoaa-1276	177	18	constant	constant	ADJ
ajoaa-1276	177	19	)	)	PUNCT
ajoaa-1276	178	1	β0	β0	ADJ
ajoaa-1276	178	2	-1.119	-1.119	PROPN
ajoaa-1276	178	3	0.264	0.264	NUM
ajoaa-1276	178	4	labour	labour	NOUN
ajoaa-1276	178	5	(	(	PUNCT
ajoaa-1276	178	6	man	man	NOUN
ajoaa-1276	178	7	-	-	PUNCT
ajoaa-1276	178	8	days	day	NOUN
ajoaa-1276	178	9	)	)	PUNCT
ajoaa-1276	178	10	β1	β1	NOUN
ajoaa-1276	178	11	0.207	0.207	NUM
ajoaa-1276	178	12	4.617	4.617	NUM
ajoaa-1276	178	13	*	*	PUNCT
ajoaa-1276	178	14	*	*	PUNCT
ajoaa-1276	178	15	*	*	PUNCT
ajoaa-1276	178	16	0.000	0.000	NUM
ajoaa-1276	178	17	farm	farm	NOUN
ajoaa-1276	178	18	size	size	NOUN
ajoaa-1276	178	19	(	(	PUNCT
ajoaa-1276	178	20	hectares	hectare	NOUN
ajoaa-1276	178	21	)	)	PUNCT
ajoaa-1276	178	22	β2	β2	VERB
ajoaa-1276	178	23	0.575	0.575	NUM
ajoaa-1276	178	24	13.203	13.203	NUM
ajoaa-1276	178	25	*	*	PUNCT
ajoaa-1276	178	26	*	*	PUNCT
ajoaa-1276	178	27	*	*	PUNCT
ajoaa-1276	178	28	0.000	0.000	NUM
ajoaa-1276	178	29	access	access	NOUN
ajoaa-1276	178	30	to	to	ADP
ajoaa-1276	178	31	extension	extension	NOUN
ajoaa-1276	178	32	services	service	NOUN
ajoaa-1276	178	33	(	(	PUNCT
ajoaa-1276	178	34	yes	yes	INTJ
ajoaa-1276	178	35	=	=	SYM
ajoaa-1276	178	36	1	1	NUM
ajoaa-1276	178	37	;	;	PUNCT
ajoaa-1276	178	38	no	no	DET
ajoaa-1276	178	39	=	=	NOUN
ajoaa-1276	178	40	0	0	X
ajoaa-1276	178	41	)	)	PUNCT
ajoaa-1276	178	42	β3	β3	VERB
ajoaa-1276	178	43	0.236	0.236	NUM
ajoaa-1276	178	44	7.370	7.370	NUM
ajoaa-1276	178	45	*	*	PUNCT
ajoaa-1276	178	46	*	*	PUNCT
ajoaa-1276	178	47	*	*	PUNCT
ajoaa-1276	178	48	0.000	0.000	NUM
ajoaa-1276	178	49	access	access	NOUN
ajoaa-1276	178	50	to	to	ADP
ajoaa-1276	178	51	technical	technical	ADJ
ajoaa-1276	178	52	assistance	assistance	NOUN
ajoaa-1276	178	53	(	(	PUNCT
ajoaa-1276	178	54	yes	yes	INTJ
ajoaa-1276	178	55	=	=	SYM
ajoaa-1276	178	56	1	1	NUM
ajoaa-1276	178	57	;	;	PUNCT
ajoaa-1276	178	58	no	no	DET
ajoaa-1276	178	59	=	=	NOUN
ajoaa-1276	178	60	0	0	NUM
ajoaa-1276	178	61	)	)	PUNCT
ajoaa-1276	178	62	β4	β4	PROPN
ajoaa-1276	178	63	0.071	0.071	NUM
ajoaa-1276	178	64	2.083	2.083	NUM
ajoaa-1276	178	65	*	*	SYM
ajoaa-1276	178	66	*	*	PUNCT
ajoaa-1276	178	67	0.039	0.039	NUM
ajoaa-1276	178	68	agrochemicals	agrochemical	NOUN
ajoaa-1276	178	69	(	(	PUNCT
ajoaa-1276	178	70	litres	litre	NOUN
ajoaa-1276	178	71	)	)	PUNCT
ajoaa-1276	178	72	β5	β5	VERB
ajoaa-1276	178	73	0.116	0.116	NUM
ajoaa-1276	178	74	3.084	3.084	NUM
ajoaa-1276	178	75	*	*	PUNCT
ajoaa-1276	178	76	*	*	PUNCT
ajoaa-1276	178	77	*	*	X
ajoaa-1276	178	78	0.002	0.002	NUM
ajoaa-1276	178	79	fbo	fbo	PROPN
ajoaa-1276	178	80	membership	membership	NOUN
ajoaa-1276	178	81	(	(	PUNCT
ajoaa-1276	178	82	yes	yes	INTJ
ajoaa-1276	178	83	=	=	NOUN
ajoaa-1276	178	84	1	1	NUM
ajoaa-1276	178	85	;	;	PUNCT
ajoaa-1276	178	86	no	no	PRON
ajoaa-1276	178	87	=	=	NOUN
ajoaa-1276	178	88	0	0	NUM
ajoaa-1276	178	89	)	)	PUNCT
ajoaa-1276	178	90	β6	β6	PROPN
ajoaa-1276	178	91	0.023	0.023	NUM
ajoaa-1276	178	92	0.804	0.804	NUM
ajoaa-1276	178	93	0.422	0.422	NUM
ajoaa-1276	178	94	access	access	NOUN
ajoaa-1276	178	95	to	to	ADP
ajoaa-1276	178	96	r&d	r&d	NOUN
ajoaa-1276	178	97	support	support	NOUN
ajoaa-1276	178	98	(	(	PUNCT
ajoaa-1276	178	99	yes	yes	INTJ
ajoaa-1276	178	100	=	=	SYM
ajoaa-1276	178	101	1	1	NUM
ajoaa-1276	178	102	;	;	PUNCT
ajoaa-1276	178	103	β7	β7	PROPN
ajoaa-1276	178	104	0.007	0.007	NUM
ajoaa-1276	178	105	0.272	0.272	NUM
ajoaa-1276	178	106	0.786	0.786	NUM
ajoaa-1276	178	107	asian	asian	ADJ
ajoaa-1276	178	108	journal	journal	NOUN
ajoaa-1276	178	109	of	of	ADP
ajoaa-1276	178	110	agriculture	agriculture	NOUN
ajoaa-1276	178	111	and	and	CCONJ
ajoaa-1276	178	112	rural	rural	ADJ
ajoaa-1276	178	113	development	development	NOUN
ajoaa-1276	178	114	,	,	PUNCT
ajoaa-1276	178	115	4(10)2014	4(10)2014	NUM
ajoaa-1276	178	116	:	:	PUNCT
ajoaa-1276	178	117	484	484	NUM
ajoaa-1276	178	118	-	-	SYM
ajoaa-1276	178	119	495	495	NUM
ajoaa-1276	178	120	493	493	NUM
ajoaa-1276	179	1	no	no	PRON
ajoaa-1276	179	2	=	=	NOUN
ajoaa-1276	179	3	0	0	NUM
ajoaa-1276	179	4	)	)	PUNCT
ajoaa-1276	179	5	access	access	NOUN
ajoaa-1276	179	6	to	to	ADP
ajoaa-1276	179	7	financial	financial	ADJ
ajoaa-1276	179	8	services	service	NOUN
ajoaa-1276	179	9	(	(	PUNCT
ajoaa-1276	179	10	yes	yes	INTJ
ajoaa-1276	179	11	=	=	SYM
ajoaa-1276	179	12	1	1	NUM
ajoaa-1276	179	13	;	;	PUNCT
ajoaa-1276	179	14	no	no	DET
ajoaa-1276	179	15	=	=	NOUN
ajoaa-1276	179	16	0	0	X
ajoaa-1276	179	17	)	)	PUNCT
ajoaa-1276	179	18	β8	β8	NOUN
ajoaa-1276	179	19	-0.006	-0.006	PRON
ajoaa-1276	179	20	-0.222	-0.222	ADP
ajoaa-1276	179	21	0.825	0.825	NUM
ajoaa-1276	179	22	land	land	NOUN
ajoaa-1276	179	23	ownership	ownership	NOUN
ajoaa-1276	179	24	(	(	PUNCT
ajoaa-1276	179	25	owned	own	VERB
ajoaa-1276	179	26	=	=	SYM
ajoaa-1276	179	27	1	1	NUM
ajoaa-1276	179	28	;	;	PUNCT
ajoaa-1276	179	29	otherwise	otherwise	ADV
ajoaa-1276	179	30	=	=	SYM
ajoaa-1276	179	31	0	0	X
ajoaa-1276	179	32	)	)	PUNCT
ajoaa-1276	180	1	β9	β9	NOUN
ajoaa-1276	180	2	0.041	0.041	NUM
ajoaa-1276	180	3	1.569	1.569	NUM
ajoaa-1276	180	4	*	*	SYM
ajoaa-1276	180	5	0.118	0.118	NUM
ajoaa-1276	180	6	educational	educational	ADJ
ajoaa-1276	180	7	level	level	NOUN
ajoaa-1276	180	8	(	(	PUNCT
ajoaa-1276	180	9	levels	level	NOUN
ajoaa-1276	180	10	)	)	PUNCT
ajoaa-1276	180	11	β10	β10	VERB
ajoaa-1276	180	12	0.019	0.019	NUM
ajoaa-1276	180	13	0.691	0.691	NUM
ajoaa-1276	180	14	0.490	0.490	NUM
ajoaa-1276	180	15	gender	gender	NOUN
ajoaa-1276	180	16	(	(	PUNCT
ajoaa-1276	180	17	male	male	NOUN
ajoaa-1276	180	18	=	=	SYM
ajoaa-1276	180	19	1	1	NUM
ajoaa-1276	180	20	;	;	PUNCT
ajoaa-1276	180	21	female	female	ADJ
ajoaa-1276	180	22	=	=	SYM
ajoaa-1276	180	23	0	0	NUM
ajoaa-1276	180	24	)	)	PUNCT
ajoaa-1276	180	25	β11	β11	NOUN
ajoaa-1276	180	26	0.121	0.121	NUM
ajoaa-1276	180	27	0.420	0.420	NUM
ajoaa-1276	180	28	0.675	0.675	NUM
ajoaa-1276	180	29	r	r	NOUN
ajoaa-1276	180	30	-	-	PUNCT
ajoaa-1276	180	31	square	square	ADJ
ajoaa-1276	180	32	value=0.882	value=0.882	NOUN
ajoaa-1276	180	33	f	f	X
ajoaa-1276	180	34	-	-	PUNCT
ajoaa-1276	180	35	statistic	statistic	ADJ
ajoaa-1276	180	36	value=149.132	value=149.132	NOUN
ajoaa-1276	180	37	*	*	NOUN
ajoaa-1276	180	38	*	*	PUNCT
ajoaa-1276	180	39	*	*	PUNCT
ajoaa-1276	180	40	dependent	dependent	ADJ
ajoaa-1276	180	41	variable	variable	ADJ
ajoaa-1276	180	42	=	=	NOUN
ajoaa-1276	180	43	output	output	NOUN
ajoaa-1276	180	44	(	(	PUNCT
ajoaa-1276	180	45	kilograms	kilogram	NOUN
ajoaa-1276	180	46	)	)	PUNCT
ajoaa-1276	180	47	*	*	PUNCT
ajoaa-1276	181	1	*	*	PUNCT
ajoaa-1276	181	2	*	*	PUNCT
ajoaa-1276	181	3	,	,	PUNCT
ajoaa-1276	181	4	*	*	PUNCT
ajoaa-1276	181	5	*	*	PUNCT
ajoaa-1276	181	6	and	and	CCONJ
ajoaa-1276	181	7	*	*	PUNCT
ajoaa-1276	181	8	represents	represent	VERB
ajoaa-1276	181	9	1	1	NUM
ajoaa-1276	181	10	%	%	NOUN
ajoaa-1276	181	11	,	,	PUNCT
ajoaa-1276	181	12	5	5	NUM
ajoaa-1276	181	13	%	%	NOUN
ajoaa-1276	181	14	and	and	CCONJ
ajoaa-1276	181	15	10	10	NUM
ajoaa-1276	181	16	%	%	NOUN
ajoaa-1276	181	17	significance	significance	NOUN
ajoaa-1276	181	18	levels	level	NOUN
ajoaa-1276	181	19	respectively	respectively	ADV
ajoaa-1276	181	20	the	the	DET
ajoaa-1276	181	21	results	result	NOUN
ajoaa-1276	181	22	of	of	ADP
ajoaa-1276	181	23	the	the	DET
ajoaa-1276	181	24	regression	regression	NOUN
ajoaa-1276	181	25	model	model	NOUN
ajoaa-1276	181	26	support	support	VERB
ajoaa-1276	181	27	the	the	DET
ajoaa-1276	181	28	discussion	discussion	NOUN
ajoaa-1276	181	29	in	in	ADP
ajoaa-1276	181	30	the	the	DET
ajoaa-1276	181	31	descriptive	descriptive	ADJ
ajoaa-1276	181	32	analysis	analysis	NOUN
ajoaa-1276	181	33	carried	carry	VERB
ajoaa-1276	181	34	out	out	ADP
ajoaa-1276	181	35	in	in	ADP
ajoaa-1276	181	36	the	the	DET
ajoaa-1276	181	37	previous	previous	ADJ
ajoaa-1276	181	38	sub	sub	NOUN
ajoaa-1276	181	39	sections	section	NOUN
ajoaa-1276	181	40	.	.	PUNCT
ajoaa-1276	182	1	all	all	DET
ajoaa-1276	182	2	the	the	DET
ajoaa-1276	182	3	variables	variable	NOUN
ajoaa-1276	182	4	except	except	SCONJ
ajoaa-1276	182	5	access	access	NOUN
ajoaa-1276	182	6	to	to	ADP
ajoaa-1276	182	7	financial	financial	ADJ
ajoaa-1276	182	8	services	service	NOUN
ajoaa-1276	182	9	contributed	contribute	VERB
ajoaa-1276	182	10	positively	positively	ADV
ajoaa-1276	182	11	to	to	ADP
ajoaa-1276	182	12	the	the	DET
ajoaa-1276	182	13	level	level	NOUN
ajoaa-1276	182	14	of	of	ADP
ajoaa-1276	182	15	output	output	NOUN
ajoaa-1276	182	16	produced	produce	VERB
ajoaa-1276	182	17	in	in	ADP
ajoaa-1276	182	18	the	the	DET
ajoaa-1276	182	19	study	study	NOUN
ajoaa-1276	182	20	area	area	NOUN
ajoaa-1276	182	21	.	.	PUNCT
ajoaa-1276	183	1	this	this	DET
ajoaa-1276	183	2	finding	finding	NOUN
ajoaa-1276	183	3	may	may	AUX
ajoaa-1276	183	4	be	be	AUX
ajoaa-1276	183	5	as	as	ADP
ajoaa-1276	183	6	result	result	NOUN
ajoaa-1276	183	7	of	of	ADP
ajoaa-1276	183	8	the	the	DET
ajoaa-1276	183	9	fact	fact	NOUN
ajoaa-1276	183	10	that	that	SCONJ
ajoaa-1276	183	11	farmers	farmer	NOUN
ajoaa-1276	183	12	are	be	AUX
ajoaa-1276	183	13	not	not	PART
ajoaa-1276	183	14	using	use	VERB
ajoaa-1276	183	15	the	the	DET
ajoaa-1276	183	16	credit	credit	NOUN
ajoaa-1276	183	17	they	they	PRON
ajoaa-1276	183	18	access	access	VERB
ajoaa-1276	183	19	from	from	ADP
ajoaa-1276	183	20	financial	financial	ADJ
ajoaa-1276	183	21	institutions	institution	NOUN
ajoaa-1276	183	22	for	for	ADP
ajoaa-1276	183	23	their	their	PRON
ajoaa-1276	183	24	production	production	NOUN
ajoaa-1276	183	25	activities	activity	NOUN
ajoaa-1276	183	26	.	.	PUNCT
ajoaa-1276	184	1	the	the	DET
ajoaa-1276	184	2	farmers	farmer	NOUN
ajoaa-1276	184	3	interviewed	interview	VERB
ajoaa-1276	184	4	reported	report	VERB
ajoaa-1276	184	5	that	that	SCONJ
ajoaa-1276	184	6	they	they	PRON
ajoaa-1276	184	7	sometimes	sometimes	ADV
ajoaa-1276	184	8	use	use	VERB
ajoaa-1276	184	9	the	the	DET
ajoaa-1276	184	10	credit	credit	NOUN
ajoaa-1276	184	11	they	they	PRON
ajoaa-1276	184	12	access	access	VERB
ajoaa-1276	184	13	to	to	PART
ajoaa-1276	184	14	cater	cater	VERB
ajoaa-1276	184	15	for	for	ADP
ajoaa-1276	184	16	other	other	ADJ
ajoaa-1276	184	17	household	household	NOUN
ajoaa-1276	184	18	expenditure	expenditure	NOUN
ajoaa-1276	184	19	.	.	PUNCT
ajoaa-1276	185	1	therefore	therefore	ADV
ajoaa-1276	185	2	,	,	PUNCT
ajoaa-1276	185	3	this	this	PRON
ajoaa-1276	185	4	could	could	AUX
ajoaa-1276	185	5	be	be	AUX
ajoaa-1276	185	6	the	the	DET
ajoaa-1276	185	7	reason	reason	NOUN
ajoaa-1276	185	8	why	why	SCONJ
ajoaa-1276	185	9	financial	financial	ADJ
ajoaa-1276	185	10	services	service	NOUN
ajoaa-1276	185	11	do	do	AUX
ajoaa-1276	185	12	not	not	PART
ajoaa-1276	185	13	contribute	contribute	VERB
ajoaa-1276	185	14	significantly	significantly	ADV
ajoaa-1276	185	15	to	to	PART
ajoaa-1276	185	16	output	output	VERB
ajoaa-1276	185	17	and	and	CCONJ
ajoaa-1276	185	18	even	even	ADV
ajoaa-1276	185	19	the	the	DET
ajoaa-1276	185	20	few	few	ADJ
ajoaa-1276	185	21	who	who	PRON
ajoaa-1276	185	22	receive	receive	VERB
ajoaa-1276	185	23	such	such	ADJ
ajoaa-1276	185	24	services	service	NOUN
ajoaa-1276	185	25	have	have	VERB
ajoaa-1276	185	26	lower	low	ADJ
ajoaa-1276	185	27	outputs	output	NOUN
ajoaa-1276	185	28	.	.	PUNCT
ajoaa-1276	186	1	farmers	farmer	NOUN
ajoaa-1276	186	2	should	should	AUX
ajoaa-1276	186	3	be	be	AUX
ajoaa-1276	186	4	sensitized	sensitize	VERB
ajoaa-1276	186	5	on	on	ADP
ajoaa-1276	186	6	the	the	DET
ajoaa-1276	186	7	need	need	NOUN
ajoaa-1276	186	8	to	to	PART
ajoaa-1276	186	9	adequately	adequately	ADV
ajoaa-1276	186	10	use	use	VERB
ajoaa-1276	186	11	the	the	DET
ajoaa-1276	186	12	credit	credit	NOUN
ajoaa-1276	186	13	and	and	CCONJ
ajoaa-1276	186	14	support	support	NOUN
ajoaa-1276	186	15	they	they	PRON
ajoaa-1276	186	16	receive	receive	VERB
ajoaa-1276	186	17	from	from	ADP
ajoaa-1276	186	18	financial	financial	ADJ
ajoaa-1276	186	19	service	service	NOUN
ajoaa-1276	186	20	providers	provider	NOUN
ajoaa-1276	186	21	for	for	ADP
ajoaa-1276	186	22	the	the	DET
ajoaa-1276	186	23	purposes	purpose	NOUN
ajoaa-1276	186	24	of	of	ADP
ajoaa-1276	186	25	production	production	NOUN
ajoaa-1276	186	26	and	and	CCONJ
ajoaa-1276	186	27	post	post	ADJ
ajoaa-1276	186	28	-	-	ADJ
ajoaa-1276	186	29	production	production	NOUN
ajoaa-1276	186	30	activities	activity	NOUN
ajoaa-1276	186	31	and	and	CCONJ
ajoaa-1276	186	32	not	not	PART
ajoaa-1276	186	33	to	to	PART
ajoaa-1276	186	34	channel	channel	VERB
ajoaa-1276	186	35	them	they	PRON
ajoaa-1276	186	36	into	into	ADP
ajoaa-1276	186	37	catering	catering	NOUN
ajoaa-1276	186	38	for	for	ADP
ajoaa-1276	186	39	household	household	NOUN
ajoaa-1276	186	40	needs	need	NOUN
ajoaa-1276	186	41	.	.	PUNCT
ajoaa-1276	187	1	this	this	PRON
ajoaa-1276	187	2	if	if	SCONJ
ajoaa-1276	187	3	done	do	VERB
ajoaa-1276	187	4	will	will	AUX
ajoaa-1276	187	5	increase	increase	VERB
ajoaa-1276	187	6	the	the	DET
ajoaa-1276	187	7	credit	credit	NOUN
ajoaa-1276	187	8	worthiness	worthiness	NOUN
ajoaa-1276	187	9	of	of	ADP
ajoaa-1276	187	10	farmers	farmer	NOUN
ajoaa-1276	187	11	and	and	CCONJ
ajoaa-1276	187	12	hence	hence	ADV
ajoaa-1276	187	13	financial	financial	ADJ
ajoaa-1276	187	14	service	service	NOUN
ajoaa-1276	187	15	providers	provider	NOUN
ajoaa-1276	187	16	will	will	AUX
ajoaa-1276	187	17	be	be	AUX
ajoaa-1276	187	18	willing	willing	ADJ
ajoaa-1276	187	19	to	to	PART
ajoaa-1276	187	20	extend	extend	VERB
ajoaa-1276	187	21	their	their	PRON
ajoaa-1276	187	22	services	service	NOUN
ajoaa-1276	187	23	to	to	ADP
ajoaa-1276	187	24	more	more	ADJ
ajoaa-1276	187	25	farmers	farmer	NOUN
ajoaa-1276	187	26	.	.	PUNCT
ajoaa-1276	188	1	the	the	DET
ajoaa-1276	188	2	variables	variable	NOUN
ajoaa-1276	188	3	that	that	PRON
ajoaa-1276	188	4	significantly	significantly	ADV
ajoaa-1276	188	5	impacted	impact	VERB
ajoaa-1276	188	6	positively	positively	ADV
ajoaa-1276	188	7	on	on	ADP
ajoaa-1276	188	8	the	the	DET
ajoaa-1276	188	9	output	output	NOUN
ajoaa-1276	188	10	levels	level	NOUN
ajoaa-1276	188	11	of	of	ADP
ajoaa-1276	188	12	cocoa	cocoa	NOUN
ajoaa-1276	188	13	in	in	ADP
ajoaa-1276	188	14	the	the	DET
ajoaa-1276	188	15	study	study	NOUN
ajoaa-1276	188	16	area	area	NOUN
ajoaa-1276	188	17	were	be	AUX
ajoaa-1276	188	18	found	find	VERB
ajoaa-1276	188	19	to	to	PART
ajoaa-1276	188	20	be	be	AUX
ajoaa-1276	188	21	the	the	DET
ajoaa-1276	188	22	level	level	NOUN
ajoaa-1276	188	23	of	of	ADP
ajoaa-1276	188	24	labour	labour	NOUN
ajoaa-1276	188	25	services	service	NOUN
ajoaa-1276	188	26	employed	employ	VERB
ajoaa-1276	188	27	,	,	PUNCT
ajoaa-1276	188	28	size	size	NOUN
ajoaa-1276	188	29	of	of	ADP
ajoaa-1276	188	30	farm	farm	NOUN
ajoaa-1276	188	31	under	under	ADP
ajoaa-1276	188	32	production	production	NOUN
ajoaa-1276	188	33	,	,	PUNCT
ajoaa-1276	188	34	access	access	NOUN
ajoaa-1276	188	35	to	to	ADP
ajoaa-1276	188	36	extension	extension	NOUN
ajoaa-1276	188	37	services	service	NOUN
ajoaa-1276	188	38	,	,	PUNCT
ajoaa-1276	188	39	access	access	NOUN
ajoaa-1276	188	40	to	to	ADP
ajoaa-1276	188	41	technical	technical	ADJ
ajoaa-1276	188	42	assistance	assistance	NOUN
ajoaa-1276	188	43	from	from	ADP
ajoaa-1276	188	44	non	non	ADJ
ajoaa-1276	188	45	-	-	ADJ
ajoaa-1276	188	46	governmental	governmental	ADJ
ajoaa-1276	188	47	organisations	organisation	NOUN
ajoaa-1276	188	48	’	'	PUNCT
ajoaa-1276	188	49	programmes	programme	NOUN
ajoaa-1276	188	50	and	and	CCONJ
ajoaa-1276	188	51	activities	activity	NOUN
ajoaa-1276	188	52	,	,	PUNCT
ajoaa-1276	188	53	the	the	DET
ajoaa-1276	188	54	level	level	NOUN
ajoaa-1276	188	55	of	of	ADP
ajoaa-1276	188	56	agrochemical	agrochemical	NOUN
ajoaa-1276	188	57	used	use	VERB
ajoaa-1276	188	58	to	to	PART
ajoaa-1276	188	59	control	control	VERB
ajoaa-1276	188	60	pest	pest	NOUN
ajoaa-1276	188	61	and	and	CCONJ
ajoaa-1276	188	62	diseases	disease	NOUN
ajoaa-1276	188	63	and	and	CCONJ
ajoaa-1276	188	64	finally	finally	ADV
ajoaa-1276	188	65	being	be	AUX
ajoaa-1276	188	66	the	the	DET
ajoaa-1276	188	67	self	self	NOUN
ajoaa-1276	188	68	-	-	PUNCT
ajoaa-1276	188	69	ownership	ownership	NOUN
ajoaa-1276	188	70	of	of	ADP
ajoaa-1276	188	71	land	land	NOUN
ajoaa-1276	188	72	on	on	ADP
ajoaa-1276	188	73	which	which	PRON
ajoaa-1276	188	74	the	the	DET
ajoaa-1276	188	75	production	production	NOUN
ajoaa-1276	188	76	takes	take	VERB
ajoaa-1276	188	77	place	place	NOUN
ajoaa-1276	188	78	.	.	PUNCT
ajoaa-1276	189	1	this	this	PRON
ajoaa-1276	189	2	suggests	suggest	VERB
ajoaa-1276	189	3	that	that	SCONJ
ajoaa-1276	189	4	all	all	DET
ajoaa-1276	189	5	things	thing	NOUN
ajoaa-1276	189	6	being	be	AUX
ajoaa-1276	189	7	equal	equal	ADJ
ajoaa-1276	189	8	,	,	PUNCT
ajoaa-1276	189	9	increases	increase	NOUN
ajoaa-1276	189	10	in	in	ADP
ajoaa-1276	189	11	the	the	DET
ajoaa-1276	189	12	level	level	NOUN
ajoaa-1276	189	13	of	of	ADP
ajoaa-1276	189	14	use	use	NOUN
ajoaa-1276	189	15	or	or	CCONJ
ajoaa-1276	189	16	access	access	NOUN
ajoaa-1276	189	17	to	to	ADP
ajoaa-1276	189	18	the	the	DET
ajoaa-1276	189	19	aforementioned	aforementioned	ADJ
ajoaa-1276	189	20	inputs	input	NOUN
ajoaa-1276	189	21	and	and	CCONJ
ajoaa-1276	189	22	services	service	NOUN
ajoaa-1276	189	23	will	will	AUX
ajoaa-1276	189	24	result	result	VERB
ajoaa-1276	189	25	in	in	ADP
ajoaa-1276	189	26	a	a	DET
ajoaa-1276	189	27	significant	significant	ADJ
ajoaa-1276	189	28	change	change	NOUN
ajoaa-1276	189	29	in	in	ADP
ajoaa-1276	189	30	output	output	NOUN
ajoaa-1276	189	31	.	.	PUNCT
ajoaa-1276	190	1	even	even	ADV
ajoaa-1276	190	2	though	though	SCONJ
ajoaa-1276	190	3	it	it	PRON
ajoaa-1276	190	4	can	can	AUX
ajoaa-1276	190	5	be	be	AUX
ajoaa-1276	190	6	observed	observe	VERB
ajoaa-1276	190	7	that	that	SCONJ
ajoaa-1276	190	8	variables	variable	NOUN
ajoaa-1276	190	9	such	such	ADJ
ajoaa-1276	190	10	as	as	ADP
ajoaa-1276	190	11	fbo	fbo	PROPN
ajoaa-1276	190	12	membership	membership	NOUN
ajoaa-1276	190	13	,	,	PUNCT
ajoaa-1276	190	14	r&d	r&d	NOUN
ajoaa-1276	190	15	support	support	NOUN
ajoaa-1276	190	16	and	and	CCONJ
ajoaa-1276	190	17	having	have	VERB
ajoaa-1276	190	18	a	a	DET
ajoaa-1276	190	19	higher	high	ADJ
ajoaa-1276	190	20	education	education	NOUN
ajoaa-1276	190	21	did	do	AUX
ajoaa-1276	190	22	not	not	PART
ajoaa-1276	190	23	significantly	significantly	ADV
ajoaa-1276	190	24	influence	influence	VERB
ajoaa-1276	190	25	output	output	NOUN
ajoaa-1276	190	26	,	,	PUNCT
ajoaa-1276	190	27	the	the	DET
ajoaa-1276	190	28	impact	impact	NOUN
ajoaa-1276	190	29	is	be	AUX
ajoaa-1276	190	30	positive	positive	ADJ
ajoaa-1276	190	31	.	.	PUNCT
ajoaa-1276	191	1	hence	hence	ADV
ajoaa-1276	191	2	with	with	ADP
ajoaa-1276	191	3	the	the	DET
ajoaa-1276	191	4	right	right	ADJ
ajoaa-1276	191	5	support	support	NOUN
ajoaa-1276	191	6	,	,	PUNCT
ajoaa-1276	191	7	access	access	NOUN
ajoaa-1276	191	8	to	to	ADP
ajoaa-1276	191	9	these	these	DET
ajoaa-1276	191	10	variables	variable	NOUN
ajoaa-1276	191	11	will	will	AUX
ajoaa-1276	191	12	help	help	VERB
ajoaa-1276	191	13	improve	improve	VERB
ajoaa-1276	191	14	upon	upon	SCONJ
ajoaa-1276	191	15	the	the	DET
ajoaa-1276	191	16	output	output	NOUN
ajoaa-1276	191	17	levels	level	NOUN
ajoaa-1276	191	18	of	of	ADP
ajoaa-1276	191	19	farmers	farmer	NOUN
ajoaa-1276	191	20	,	,	PUNCT
ajoaa-1276	191	21	and	and	CCONJ
ajoaa-1276	191	22	consequently	consequently	ADV
ajoaa-1276	191	23	productivity	productivity	NOUN
ajoaa-1276	191	24	.	.	PUNCT
ajoaa-1276	192	1	in	in	ADP
ajoaa-1276	192	2	summary	summary	NOUN
ajoaa-1276	192	3	having	have	VERB
ajoaa-1276	192	4	access	access	NOUN
ajoaa-1276	192	5	to	to	ADP
ajoaa-1276	192	6	various	various	ADJ
ajoaa-1276	192	7	support	support	NOUN
ajoaa-1276	192	8	services	service	NOUN
ajoaa-1276	192	9	coupled	couple	VERB
ajoaa-1276	192	10	with	with	ADP
ajoaa-1276	192	11	the	the	DET
ajoaa-1276	192	12	right	right	ADJ
ajoaa-1276	192	13	combination	combination	NOUN
ajoaa-1276	192	14	of	of	ADP
ajoaa-1276	192	15	input	input	NOUN
ajoaa-1276	192	16	mix	mix	NOUN
ajoaa-1276	192	17	will	will	AUX
ajoaa-1276	192	18	enhance	enhance	VERB
ajoaa-1276	192	19	the	the	DET
ajoaa-1276	192	20	production	production	NOUN
ajoaa-1276	192	21	levels	level	NOUN
ajoaa-1276	192	22	of	of	ADP
ajoaa-1276	192	23	cocoa	cocoa	NOUN
ajoaa-1276	192	24	producers	producer	NOUN
ajoaa-1276	192	25	in	in	ADP
ajoaa-1276	192	26	the	the	DET
ajoaa-1276	192	27	region	region	NOUN
ajoaa-1276	192	28	.	.	PUNCT
ajoaa-1276	193	1	conclusion	conclusion	NOUN
ajoaa-1276	193	2	the	the	DET
ajoaa-1276	193	3	paper	paper	NOUN
ajoaa-1276	193	4	has	have	AUX
ajoaa-1276	193	5	been	be	AUX
ajoaa-1276	193	6	able	able	ADJ
ajoaa-1276	193	7	to	to	PART
ajoaa-1276	193	8	establish	establish	VERB
ajoaa-1276	193	9	that	that	DET
ajoaa-1276	193	10	access	access	NOUN
ajoaa-1276	193	11	to	to	ADP
ajoaa-1276	193	12	both	both	PRON
ajoaa-1276	193	13	off	off	ADP
ajoaa-1276	193	14	farm	farm	NOUN
ajoaa-1276	193	15	and	and	CCONJ
ajoaa-1276	193	16	on	on	ADP
ajoaa-1276	193	17	farm	farm	NOUN
ajoaa-1276	193	18	support	support	NOUN
ajoaa-1276	193	19	services	service	NOUN
ajoaa-1276	193	20	by	by	ADP
ajoaa-1276	193	21	smallholder	smallholder	NOUN
ajoaa-1276	193	22	cocoa	cocoa	NOUN
ajoaa-1276	193	23	farmers	farmer	NOUN
ajoaa-1276	193	24	contributes	contribute	VERB
ajoaa-1276	193	25	positively	positively	ADV
ajoaa-1276	193	26	to	to	ADP
ajoaa-1276	193	27	their	their	PRON
ajoaa-1276	193	28	production	production	NOUN
ajoaa-1276	193	29	level	level	NOUN
ajoaa-1276	193	30	.	.	PUNCT
ajoaa-1276	194	1	in	in	ADP
ajoaa-1276	194	2	order	order	NOUN
ajoaa-1276	194	3	to	to	PART
ajoaa-1276	194	4	improve	improve	VERB
ajoaa-1276	194	5	and	and	CCONJ
ajoaa-1276	194	6	increase	increase	VERB
ajoaa-1276	194	7	output	output	NOUN
ajoaa-1276	194	8	of	of	ADP
ajoaa-1276	194	9	cocoa	cocoa	NOUN
ajoaa-1276	194	10	production	production	NOUN
ajoaa-1276	194	11	as	as	ADV
ajoaa-1276	194	12	well	well	ADV
ajoaa-1276	194	13	as	as	ADP
ajoaa-1276	194	14	ensure	ensure	VERB
ajoaa-1276	194	15	sustainability	sustainability	NOUN
ajoaa-1276	194	16	,	,	PUNCT
ajoaa-1276	194	17	it	it	PRON
ajoaa-1276	194	18	is	be	AUX
ajoaa-1276	194	19	crucial	crucial	ADJ
ajoaa-1276	194	20	to	to	PART
ajoaa-1276	194	21	make	make	VERB
ajoaa-1276	194	22	support	support	NOUN
ajoaa-1276	194	23	services	service	NOUN
ajoaa-1276	194	24	readily	readily	ADV
ajoaa-1276	194	25	available	available	ADJ
ajoaa-1276	194	26	to	to	ADP
ajoaa-1276	194	27	smallholder	smallholder	NOUN
ajoaa-1276	194	28	farmers	farmer	NOUN
ajoaa-1276	194	29	.	.	PUNCT
ajoaa-1276	195	1	provision	provision	NOUN
ajoaa-1276	195	2	of	of	ADP
ajoaa-1276	195	3	training	training	NOUN
ajoaa-1276	195	4	in	in	ADP
ajoaa-1276	195	5	good	good	ADJ
ajoaa-1276	195	6	agricultural	agricultural	ADJ
ajoaa-1276	195	7	practices	practice	NOUN
ajoaa-1276	195	8	and	and	CCONJ
ajoaa-1276	195	9	ensuring	ensure	VERB
ajoaa-1276	195	10	an	an	DET
ajoaa-1276	195	11	efficient	efficient	ADJ
ajoaa-1276	195	12	implementation	implementation	NOUN
ajoaa-1276	195	13	of	of	ADP
ajoaa-1276	195	14	standard	standard	ADJ
ajoaa-1276	195	15	systems	system	NOUN
ajoaa-1276	195	16	,	,	PUNCT
ajoaa-1276	195	17	promotion	promotion	NOUN
ajoaa-1276	195	18	of	of	ADP
ajoaa-1276	195	19	farmers	farmer	NOUN
ajoaa-1276	195	20	’	'	PUNCT
ajoaa-1276	195	21	aggregation	aggregation	NOUN
ajoaa-1276	195	22	in	in	ADP
ajoaa-1276	195	23	strong	strong	ADJ
ajoaa-1276	195	24	cooperatives	cooperative	NOUN
ajoaa-1276	195	25	and	and	CCONJ
ajoaa-1276	195	26	developing	develop	VERB
ajoaa-1276	195	27	financing	financing	NOUN
ajoaa-1276	195	28	mechanisms	mechanism	NOUN
ajoaa-1276	195	29	to	to	PART
ajoaa-1276	195	30	access	access	NOUN
ajoaa-1276	195	31	to	to	ADP
ajoaa-1276	195	32	inputs	input	NOUN
ajoaa-1276	195	33	(	(	PUNCT
ajoaa-1276	195	34	e.g.	e.g.	ADV
ajoaa-1276	195	35	risk	risk	NOUN
ajoaa-1276	195	36	-	-	PUNCT
ajoaa-1276	195	37	sharing	sharing	NOUN
ajoaa-1276	195	38	for	for	ADP
ajoaa-1276	195	39	input	input	NOUN
ajoaa-1276	195	40	financing	financing	NOUN
ajoaa-1276	195	41	)	)	PUNCT
ajoaa-1276	195	42	and	and	CCONJ
ajoaa-1276	195	43	credit	credit	NOUN
ajoaa-1276	195	44	facilities	facility	NOUN
ajoaa-1276	195	45	would	would	AUX
ajoaa-1276	195	46	be	be	AUX
ajoaa-1276	195	47	paramount	paramount	ADJ
ajoaa-1276	195	48	.	.	PUNCT
ajoaa-1276	196	1	if	if	SCONJ
ajoaa-1276	196	2	smallholder	smallholder	NOUN
ajoaa-1276	196	3	farmers	farmer	NOUN
ajoaa-1276	196	4	are	be	AUX
ajoaa-1276	196	5	empowered	empower	VERB
ajoaa-1276	196	6	,	,	PUNCT
ajoaa-1276	196	7	it	it	PRON
ajoaa-1276	196	8	would	would	AUX
ajoaa-1276	196	9	improve	improve	VERB
ajoaa-1276	196	10	their	their	PRON
ajoaa-1276	196	11	practices	practice	NOUN
ajoaa-1276	196	12	and	and	CCONJ
ajoaa-1276	196	13	capabilities	capability	NOUN
ajoaa-1276	196	14	to	to	PART
ajoaa-1276	196	15	significantly	significantly	ADV
ajoaa-1276	196	16	increase	increase	VERB
ajoaa-1276	196	17	their	their	PRON
ajoaa-1276	196	18	asian	asian	ADJ
ajoaa-1276	196	19	journal	journal	NOUN
ajoaa-1276	196	20	of	of	ADP
ajoaa-1276	196	21	agriculture	agriculture	NOUN
ajoaa-1276	196	22	and	and	CCONJ
ajoaa-1276	196	23	rural	rural	ADJ
ajoaa-1276	196	24	development	development	NOUN
ajoaa-1276	196	25	,	,	PUNCT
ajoaa-1276	196	26	4(10)2014	4(10)2014	NUM
ajoaa-1276	196	27	:	:	PUNCT
ajoaa-1276	196	28	484	484	NUM
ajoaa-1276	196	29	-	-	SYM
ajoaa-1276	196	30	495	495	NUM
ajoaa-1276	196	31	494	494	NUM
ajoaa-1276	196	32	yields	yield	NOUN
ajoaa-1276	196	33	.	.	PUNCT
ajoaa-1276	197	1	additionally	additionally	ADV
ajoaa-1276	197	2	,	,	PUNCT
ajoaa-1276	197	3	characteristics	characteristic	NOUN
ajoaa-1276	197	4	of	of	ADP
ajoaa-1276	197	5	a	a	DET
ajoaa-1276	197	6	successful	successful	ADJ
ajoaa-1276	197	7	smallholder	smallholder	NOUN
ajoaa-1276	197	8	farmer	farmer	NOUN
ajoaa-1276	197	9	are	be	AUX
ajoaa-1276	197	10	not	not	PART
ajoaa-1276	197	11	only	only	ADV
ajoaa-1276	197	12	determined	determine	VERB
ajoaa-1276	197	13	by	by	ADP
ajoaa-1276	197	14	what	what	PRON
ajoaa-1276	197	15	is	be	AUX
ajoaa-1276	197	16	embodied	embody	VERB
ajoaa-1276	197	17	in	in	ADP
ajoaa-1276	197	18	the	the	DET
ajoaa-1276	197	19	farmer	farmer	NOUN
ajoaa-1276	197	20	himself	himself	PRON
ajoaa-1276	197	21	but	but	CCONJ
ajoaa-1276	197	22	by	by	ADP
ajoaa-1276	197	23	other	other	ADJ
ajoaa-1276	197	24	external	external	ADJ
ajoaa-1276	197	25	factors	factor	NOUN
ajoaa-1276	197	26	as	as	ADP
ajoaa-1276	197	27	mediocre	mediocre	ADJ
ajoaa-1276	197	28	support	support	NOUN
ajoaa-1276	197	29	services	service	NOUN
ajoaa-1276	197	30	and	and	CCONJ
ajoaa-1276	197	31	lack	lack	NOUN
ajoaa-1276	197	32	of	of	ADP
ajoaa-1276	197	33	continuity	continuity	NOUN
ajoaa-1276	197	34	in	in	ADP
ajoaa-1276	197	35	policies	policy	NOUN
ajoaa-1276	197	36	.	.	PUNCT
ajoaa-1276	198	1	extension	extension	NOUN
ajoaa-1276	198	2	service	service	NOUN
ajoaa-1276	198	3	is	be	AUX
ajoaa-1276	198	4	key	key	ADJ
ajoaa-1276	198	5	to	to	ADP
ajoaa-1276	198	6	the	the	DET
ajoaa-1276	198	7	performance	performance	NOUN
ajoaa-1276	198	8	of	of	ADP
ajoaa-1276	198	9	the	the	DET
ajoaa-1276	198	10	cocoa	cocoa	NOUN
ajoaa-1276	198	11	industry	industry	NOUN
ajoaa-1276	198	12	in	in	ADP
ajoaa-1276	198	13	ghana	ghana	PROPN
ajoaa-1276	198	14	and	and	CCONJ
ajoaa-1276	198	15	hence	hence	ADV
ajoaa-1276	198	16	should	should	AUX
ajoaa-1276	198	17	be	be	AUX
ajoaa-1276	198	18	of	of	ADP
ajoaa-1276	198	19	a	a	DET
ajoaa-1276	198	20	national	national	ADJ
ajoaa-1276	198	21	priority	priority	NOUN
ajoaa-1276	198	22	.	.	PUNCT
ajoaa-1276	199	1	farmers	farmer	NOUN
ajoaa-1276	199	2	should	should	AUX
ajoaa-1276	199	3	be	be	AUX
ajoaa-1276	199	4	encouraged	encourage	VERB
ajoaa-1276	199	5	to	to	PART
ajoaa-1276	199	6	form	form	VERB
ajoaa-1276	199	7	groups	group	NOUN
ajoaa-1276	199	8	in	in	ADP
ajoaa-1276	199	9	order	order	NOUN
ajoaa-1276	199	10	to	to	PART
ajoaa-1276	199	11	leverage	leverage	VERB
ajoaa-1276	199	12	on	on	ADP
ajoaa-1276	199	13	each	each	DET
ajoaa-1276	199	14	other	other	ADJ
ajoaa-1276	199	15	’s	’s	PART
ajoaa-1276	199	16	strength	strength	NOUN
ajoaa-1276	199	17	and	and	CCONJ
ajoaa-1276	199	18	capabilities	capability	NOUN
ajoaa-1276	199	19	and	and	CCONJ
ajoaa-1276	199	20	also	also	ADV
ajoaa-1276	199	21	support	support	VERB
ajoaa-1276	199	22	each	each	DET
ajoaa-1276	199	23	other	other	ADJ
ajoaa-1276	199	24	in	in	ADP
ajoaa-1276	199	25	times	time	NOUN
ajoaa-1276	199	26	of	of	ADP
ajoaa-1276	199	27	need	need	NOUN
ajoaa-1276	199	28	.	.	PUNCT
ajoaa-1276	200	1	farmers	farmer	NOUN
ajoaa-1276	200	2	who	who	PRON
ajoaa-1276	200	3	have	have	VERB
ajoaa-1276	200	4	complete	complete	ADJ
ajoaa-1276	200	5	ownership	ownership	NOUN
ajoaa-1276	200	6	of	of	ADP
ajoaa-1276	200	7	the	the	DET
ajoaa-1276	200	8	land	land	NOUN
ajoaa-1276	200	9	on	on	ADP
ajoaa-1276	200	10	which	which	PRON
ajoaa-1276	200	11	cocoa	cocoa	NOUN
ajoaa-1276	200	12	production	production	NOUN
ajoaa-1276	200	13	takes	take	VERB
ajoaa-1276	200	14	place	place	NOUN
ajoaa-1276	200	15	are	be	AUX
ajoaa-1276	200	16	also	also	ADV
ajoaa-1276	200	17	able	able	ADJ
ajoaa-1276	200	18	to	to	PART
ajoaa-1276	200	19	increase	increase	VERB
ajoaa-1276	200	20	their	their	PRON
ajoaa-1276	200	21	output	output	NOUN
ajoaa-1276	200	22	level	level	NOUN
ajoaa-1276	200	23	compared	compare	VERB
ajoaa-1276	200	24	to	to	ADP
ajoaa-1276	200	25	tenant	tenant	NOUN
ajoaa-1276	200	26	farmers	farmer	NOUN
ajoaa-1276	200	27	.	.	PUNCT
ajoaa-1276	201	1	this	this	PRON
ajoaa-1276	201	2	could	could	AUX
ajoaa-1276	201	3	be	be	AUX
ajoaa-1276	201	4	due	due	ADJ
ajoaa-1276	201	5	to	to	ADP
ajoaa-1276	201	6	the	the	DET
ajoaa-1276	201	7	fact	fact	NOUN
ajoaa-1276	201	8	that	that	SCONJ
ajoaa-1276	201	9	,	,	PUNCT
ajoaa-1276	201	10	having	have	VERB
ajoaa-1276	201	11	complete	complete	ADJ
ajoaa-1276	201	12	ownership	ownership	NOUN
ajoaa-1276	201	13	of	of	ADP
ajoaa-1276	201	14	land	land	NOUN
ajoaa-1276	201	15	gives	give	VERB
ajoaa-1276	201	16	the	the	DET
ajoaa-1276	201	17	farmer	farmer	NOUN
ajoaa-1276	201	18	total	total	NOUN
ajoaa-1276	201	19	control	control	NOUN
ajoaa-1276	201	20	over	over	ADP
ajoaa-1276	201	21	the	the	DET
ajoaa-1276	201	22	management	management	NOUN
ajoaa-1276	201	23	of	of	ADP
ajoaa-1276	201	24	the	the	DET
ajoaa-1276	201	25	farm	farm	NOUN
ajoaa-1276	201	26	and	and	CCONJ
ajoaa-1276	201	27	hence	hence	ADV
ajoaa-1276	201	28	the	the	DET
ajoaa-1276	201	29	ability	ability	NOUN
ajoaa-1276	201	30	to	to	PART
ajoaa-1276	201	31	adopt	adopt	VERB
ajoaa-1276	201	32	several	several	ADJ
ajoaa-1276	201	33	best	good	ADJ
ajoaa-1276	201	34	practices	practice	NOUN
ajoaa-1276	201	35	that	that	PRON
ajoaa-1276	201	36	ensures	ensure	VERB
ajoaa-1276	201	37	higher	high	ADJ
ajoaa-1276	201	38	output	output	NOUN
ajoaa-1276	201	39	.	.	PUNCT
ajoaa-1276	202	1	this	this	PRON
ajoaa-1276	202	2	implies	imply	VERB
ajoaa-1276	202	3	that	that	SCONJ
ajoaa-1276	202	4	land	land	NOUN
ajoaa-1276	202	5	tenure	tenure	NOUN
ajoaa-1276	202	6	is	be	AUX
ajoaa-1276	202	7	one	one	NUM
ajoaa-1276	202	8	important	important	ADJ
ajoaa-1276	202	9	driver	driver	NOUN
ajoaa-1276	202	10	that	that	PRON
ajoaa-1276	202	11	should	should	AUX
ajoaa-1276	202	12	be	be	AUX
ajoaa-1276	202	13	addressed	address	VERB
ajoaa-1276	202	14	in	in	ADP
ajoaa-1276	202	15	order	order	NOUN
ajoaa-1276	202	16	to	to	PART
ajoaa-1276	202	17	realise	realise	VERB
ajoaa-1276	202	18	the	the	DET
ajoaa-1276	202	19	potential	potential	ADJ
ajoaa-1276	202	20	output	output	NOUN
ajoaa-1276	202	21	of	of	ADP
ajoaa-1276	202	22	the	the	DET
ajoaa-1276	202	23	cocoa	cocoa	NOUN
ajoaa-1276	202	24	sector	sector	NOUN
ajoaa-1276	202	25	in	in	ADP
ajoaa-1276	202	26	ghana	ghana	PROPN
ajoaa-1276	202	27	.	.	PUNCT
ajoaa-1276	203	1	references	reference	NOUN
ajoaa-1276	203	2	anim	anim	NOUN
ajoaa-1276	203	3	-	-	PUNCT
ajoaa-1276	203	4	kwapong	kwapong	PROPN
ajoaa-1276	203	5	,	,	PUNCT
ajoaa-1276	203	6	g.	g.	PROPN
ajoaa-1276	203	7	j.	j.	PROPN
ajoaa-1276	203	8	,	,	PUNCT
ajoaa-1276	203	9	&	&	CCONJ
ajoaa-1276	203	10	frimpong	frimpong	PROPN
ajoaa-1276	203	11	,	,	PUNCT
ajoaa-1276	203	12	e.	e.	PROPN
ajoaa-1276	203	13	b.	b.	PROPN
ajoaa-1276	203	14	(	(	PUNCT
ajoaa-1276	203	15	2005	2005	NUM
ajoaa-1276	203	16	)	)	PUNCT
ajoaa-1276	203	17	.	.	PUNCT
ajoaa-1276	204	1	vulnerability	vulnerability	NOUN
ajoaa-1276	204	2	of	of	ADP
ajoaa-1276	204	3	agriculture	agriculture	NOUN
ajoaa-1276	204	4	to	to	PART
ajoaa-1276	204	5	climate	climate	NOUN
ajoaa-1276	204	6	change	change	NOUN
ajoaa-1276	204	7	:	:	PUNCT
ajoaa-1276	204	8	impact	impact	NOUN
ajoaa-1276	204	9	of	of	ADP
ajoaa-1276	204	10	climate	climate	NOUN
ajoaa-1276	204	11	change	change	NOUN
ajoaa-1276	204	12	on	on	ADP
ajoaa-1276	204	13	cocoa	cocoa	NOUN
ajoaa-1276	204	14	production	production	NOUN
ajoaa-1276	204	15	.	.	PUNCT
ajoaa-1276	205	1	cocoa	cocoa	PROPN
ajoaa-1276	205	2	research	research	PROPN
ajoaa-1276	205	3	institute	institute	PROPN
ajoaa-1276	205	4	,	,	PUNCT
ajoaa-1276	205	5	ghana	ghana	PROPN
ajoaa-1276	205	6	cocoa	cocoa	PROPN
ajoaa-1276	205	7	draft	draft	PROPN
ajoaa-1276	205	8	.	.	PUNCT
ajoaa-1276	206	1	asamoah	asamoah	PROPN
ajoaa-1276	206	2	,	,	PUNCT
ajoaa-1276	206	3	m.	m.	NOUN
ajoaa-1276	206	4	,	,	PUNCT
ajoaa-1276	206	5	&	&	CCONJ
ajoaa-1276	206	6	baah	baah	PROPN
ajoaa-1276	206	7	,	,	PUNCT
ajoaa-1276	206	8	f.	f.	PROPN
ajoaa-1276	206	9	(	(	PUNCT
ajoaa-1276	206	10	2003	2003	NUM
ajoaa-1276	206	11	)	)	PUNCT
ajoaa-1276	206	12	.	.	PUNCT
ajoaa-1276	207	1	improving	improve	VERB
ajoaa-1276	207	2	research	research	NOUN
ajoaa-1276	207	3	-	-	PUNCT
ajoaa-1276	207	4	farmer	farmer	NOUN
ajoaa-1276	207	5	linkages	linkage	NOUN
ajoaa-1276	207	6	:	:	PUNCT
ajoaa-1276	207	7	the	the	DET
ajoaa-1276	207	8	role	role	NOUN
ajoaa-1276	207	9	of	of	ADP
ajoaa-1276	207	10	crig	crig	PROPN
ajoaa-1276	207	11	.	.	PUNCT
ajoaa-1276	208	1	a	a	DET
ajoaa-1276	208	2	paper	paper	NOUN
ajoaa-1276	208	3	submitted	submit	VERB
ajoaa-1276	208	4	at	at	ADP
ajoaa-1276	208	5	the	the	DET
ajoaa-1276	208	6	4th	4th	ADJ
ajoaa-1276	208	7	international	international	ADJ
ajoaa-1276	208	8	seminar	seminar	NOUN
ajoaa-1276	208	9	on	on	ADP
ajoaa-1276	208	10	cocoa	cocoa	NOUN
ajoaa-1276	208	11	-	-	PUNCT
ajoaa-1276	208	12	pests	pest	NOUN
ajoaa-1276	208	13	and	and	CCONJ
ajoaa-1276	208	14	diseases	disease	NOUN
ajoaa-1276	208	15	(	(	PUNCT
ajoaa-1276	208	16	incoped	incoped	NOUN
ajoaa-1276	208	17	)	)	PUNCT
ajoaa-1276	208	18	,	,	PUNCT
ajoaa-1276	208	19	accra	accra	PROPN
ajoaa-1276	208	20	,	,	PUNCT
ajoaa-1276	208	21	ghana	ghana	PROPN
ajoaa-1276	208	22	.	.	PUNCT
ajoaa-1276	209	1	baah	baah	PROPN
ajoaa-1276	209	2	,	,	PUNCT
ajoaa-1276	209	3	f.	f.	PROPN
ajoaa-1276	209	4	,	,	PUNCT
ajoaa-1276	209	5	&	&	CCONJ
ajoaa-1276	209	6	anchirinah	anchirinah	PROPN
ajoaa-1276	209	7	,	,	PUNCT
ajoaa-1276	209	8	v.	v.	PROPN
ajoaa-1276	209	9	(	(	PUNCT
ajoaa-1276	209	10	2011	2011	NUM
ajoaa-1276	209	11	)	)	PUNCT
ajoaa-1276	209	12	.	.	PUNCT
ajoaa-1276	210	1	a	a	DET
ajoaa-1276	210	2	review	review	NOUN
ajoaa-1276	210	3	of	of	ADP
ajoaa-1276	210	4	cocoa	cocoa	PROPN
ajoaa-1276	210	5	research	research	PROPN
ajoaa-1276	210	6	institute	institute	PROPN
ajoaa-1276	210	7	of	of	ADP
ajoaa-1276	210	8	ghana	ghana	PROPN
ajoaa-1276	210	9	extension	extension	NOUN
ajoaa-1276	210	10	activities	activity	NOUN
ajoaa-1276	210	11	and	and	CCONJ
ajoaa-1276	210	12	the	the	DET
ajoaa-1276	210	13	management	management	NOUN
ajoaa-1276	210	14	of	of	ADP
ajoaa-1276	210	15	cocoa	cocoa	NOUN
ajoaa-1276	210	16	pests	pest	NOUN
ajoaa-1276	210	17	and	and	CCONJ
ajoaa-1276	210	18	diseases	disease	NOUN
ajoaa-1276	210	19	in	in	ADP
ajoaa-1276	210	20	ghana	ghana	PROPN
ajoaa-1276	210	21	.	.	PUNCT
ajoaa-1276	211	1	american	american	PROPN
ajoaa-1276	211	2	journal	journal	PROPN
ajoaa-1276	211	3	of	of	ADP
ajoaa-1276	211	4	social	social	ADJ
ajoaa-1276	211	5	and	and	CCONJ
ajoaa-1276	211	6	management	management	NOUN
ajoaa-1276	211	7	sciences	science	NOUN
ajoaa-1276	211	8	,	,	PUNCT
ajoaa-1276	211	9	2(1	2(1	NUM
ajoaa-1276	211	10	)	)	PUNCT
ajoaa-1276	211	11	,	,	PUNCT
ajoaa-1276	211	12	196	196	NUM
ajoaa-1276	211	13	-	-	SYM
ajoaa-1276	211	14	201	201	NUM
ajoaa-1276	211	15	.	.	PUNCT
ajoaa-1276	212	1	barham	barham	PROPN
ajoaa-1276	212	2	,	,	PUNCT
ajoaa-1276	212	3	j.	j.	PROPN
ajoaa-1276	212	4	,	,	PUNCT
ajoaa-1276	212	5	&	&	CCONJ
ajoaa-1276	212	6	chitemi	chitemi	PROPN
ajoaa-1276	212	7	,	,	PUNCT
ajoaa-1276	212	8	c.	c.	PROPN
ajoaa-1276	212	9	(	(	PUNCT
ajoaa-1276	212	10	2009	2009	NUM
ajoaa-1276	212	11	)	)	PUNCT
ajoaa-1276	212	12	.	.	PUNCT
ajoaa-1276	213	1	collective	collective	ADJ
ajoaa-1276	213	2	action	action	NOUN
ajoaa-1276	213	3	initiatives	initiative	NOUN
ajoaa-1276	213	4	to	to	PART
ajoaa-1276	213	5	improve	improve	VERB
ajoaa-1276	213	6	marketing	marketing	NOUN
ajoaa-1276	213	7	performance	performance	NOUN
ajoaa-1276	213	8	:	:	PUNCT
ajoaa-1276	213	9	lessons	lesson	NOUN
ajoaa-1276	213	10	from	from	ADP
ajoaa-1276	213	11	farmer	farmer	NOUN
ajoaa-1276	213	12	groups	group	NOUN
ajoaa-1276	213	13	in	in	ADP
ajoaa-1276	213	14	tanzania	tanzania	PROPN
ajoaa-1276	213	15	.	.	PUNCT
ajoaa-1276	214	1	food	food	NOUN
ajoaa-1276	214	2	policy	policy	NOUN
ajoaa-1276	214	3	,	,	PUNCT
ajoaa-1276	214	4	34	34	NUM
ajoaa-1276	214	5	,	,	PUNCT
ajoaa-1276	214	6	53	53	NUM
ajoaa-1276	214	7	-	-	SYM
ajoaa-1276	214	8	59	59	NUM
ajoaa-1276	214	9	.	.	PUNCT
ajoaa-1276	215	1	bernard	bernard	PROPN
ajoaa-1276	215	2	,	,	PUNCT
ajoaa-1276	215	3	t.	t.	PROPN
ajoaa-1276	215	4	,	,	PUNCT
ajoaa-1276	215	5	&	&	CCONJ
ajoaa-1276	215	6	spielman	spielman	PROPN
ajoaa-1276	215	7	,	,	PUNCT
ajoaa-1276	215	8	d.	d.	PROPN
ajoaa-1276	215	9	j.	j.	PROPN
ajoaa-1276	215	10	(	(	PUNCT
ajoaa-1276	215	11	2009	2009	NUM
ajoaa-1276	215	12	)	)	PUNCT
ajoaa-1276	215	13	.	.	PUNCT
ajoaa-1276	216	1	reaching	reach	VERB
ajoaa-1276	216	2	the	the	DET
ajoaa-1276	216	3	rural	rural	ADJ
ajoaa-1276	216	4	poor	poor	ADJ
ajoaa-1276	216	5	through	through	ADP
ajoaa-1276	216	6	rural	rural	ADJ
ajoaa-1276	216	7	producer	producer	NOUN
ajoaa-1276	216	8	organizations	organization	NOUN
ajoaa-1276	216	9	?	?	PUNCT
ajoaa-1276	217	1	a	a	DET
ajoaa-1276	217	2	study	study	NOUN
ajoaa-1276	217	3	of	of	ADP
ajoaa-1276	217	4	agricultural	agricultural	ADJ
ajoaa-1276	217	5	marketing	marketing	NOUN
ajoaa-1276	217	6	cooperatives	cooperative	NOUN
ajoaa-1276	217	7	in	in	ADP
ajoaa-1276	217	8	ethiopia	ethiopia	PROPN
ajoaa-1276	217	9	.	.	PUNCT
ajoaa-1276	218	1	food	food	NOUN
ajoaa-1276	218	2	policy	policy	NOUN
ajoaa-1276	218	3	,	,	PUNCT
ajoaa-1276	218	4	34(1	34(1	NUM
ajoaa-1276	218	5	)	)	PUNCT
ajoaa-1276	218	6	,	,	PUNCT
ajoaa-1276	218	7	60–69	60–69	NUM
ajoaa-1276	218	8	.	.	PUNCT
ajoaa-1276	219	1	bernard	bernard	PROPN
ajoaa-1276	219	2	,	,	PUNCT
ajoaa-1276	219	3	t.	t.	PROPN
ajoaa-1276	219	4	,	,	PUNCT
ajoaa-1276	219	5	collion	collion	NOUN
ajoaa-1276	219	6	,	,	PUNCT
ajoaa-1276	219	7	m.	m.	PROPN
ajoaa-1276	219	8	h.	h.	PROPN
ajoaa-1276	219	9	,	,	PUNCT
ajoaa-1276	219	10	dejanvry	dejanvry	PROPN
ajoaa-1276	219	11	,	,	PUNCT
ajoaa-1276	219	12	a.	a.	PROPN
ajoaa-1276	219	13	,	,	PUNCT
ajoaa-1276	219	14	&	&	CCONJ
ajoaa-1276	219	15	rondot	rondot	PROPN
ajoaa-1276	219	16	,	,	PUNCT
ajoaa-1276	219	17	p.	p.	NOUN
ajoaa-1276	219	18	(	(	PUNCT
ajoaa-1276	219	19	2008	2008	NUM
ajoaa-1276	219	20	)	)	PUNCT
ajoaa-1276	219	21	.	.	PUNCT
ajoaa-1276	220	1	do	do	AUX
ajoaa-1276	220	2	village	village	NOUN
ajoaa-1276	220	3	organizations	organization	NOUN
ajoaa-1276	220	4	make	make	VERB
ajoaa-1276	220	5	a	a	DET
ajoaa-1276	220	6	difference	difference	NOUN
ajoaa-1276	220	7	in	in	ADP
ajoaa-1276	220	8	african	african	ADJ
ajoaa-1276	220	9	rural	rural	ADJ
ajoaa-1276	220	10	development	development	NOUN
ajoaa-1276	220	11	?	?	PUNCT
ajoaa-1276	221	1	a	a	DET
ajoaa-1276	221	2	study	study	NOUN
ajoaa-1276	221	3	for	for	ADP
ajoaa-1276	221	4	senegal	senegal	PROPN
ajoaa-1276	221	5	and	and	CCONJ
ajoaa-1276	221	6	burkina	burkina	PROPN
ajoaa-1276	221	7	faso	faso	PROPN
ajoaa-1276	221	8	.	.	PUNCT
ajoaa-1276	222	1	world	world	PROPN
ajoaa-1276	222	2	development	development	PROPN
ajoaa-1276	222	3	,	,	PUNCT
ajoaa-1276	222	4	36(11	36(11	NUM
ajoaa-1276	222	5	)	)	PUNCT
ajoaa-1276	222	6	,	,	PUNCT
ajoaa-1276	222	7	2188	2188	NUM
ajoaa-1276	222	8	-	-	SYM
ajoaa-1276	222	9	2204	2204	NUM
ajoaa-1276	222	10	.	.	PUNCT
ajoaa-1276	223	1	binam	binam	NOUN
ajoaa-1276	223	2	,	,	PUNCT
ajoaa-1276	223	3	j.	j.	PROPN
ajoaa-1276	223	4	n.	n.	PROPN
ajoaa-1276	223	5	,	,	PUNCT
ajoaa-1276	223	6	gockowski	gockowski	PROPN
ajoaa-1276	223	7	,	,	PUNCT
ajoaa-1276	223	8	j.	j.	PROPN
ajoaa-1276	223	9	,	,	PUNCT
ajoaa-1276	223	10	&	&	CCONJ
ajoaa-1276	223	11	nkamleu	nkamleu	PROPN
ajoaa-1276	223	12	,	,	PUNCT
ajoaa-1276	223	13	g.	g.	PROPN
ajoaa-1276	223	14	b.	b.	PROPN
ajoaa-1276	223	15	(	(	PUNCT
ajoaa-1276	223	16	2008	2008	NUM
ajoaa-1276	223	17	)	)	PUNCT
ajoaa-1276	223	18	.	.	PUNCT
ajoaa-1276	224	1	technical	technical	ADJ
ajoaa-1276	224	2	efficiency	efficiency	NOUN
ajoaa-1276	224	3	and	and	CCONJ
ajoaa-1276	224	4	productivity	productivity	NOUN
ajoaa-1276	224	5	potential	potential	NOUN
ajoaa-1276	224	6	of	of	ADP
ajoaa-1276	224	7	cocoa	cocoa	NOUN
ajoaa-1276	224	8	farmers	farmer	NOUN
ajoaa-1276	224	9	in	in	ADP
ajoaa-1276	224	10	west	west	PROPN
ajoaa-1276	224	11	africa	africa	PROPN
ajoaa-1276	224	12	countries	country	NOUN
ajoaa-1276	224	13	.	.	PUNCT
ajoaa-1276	225	1	the	the	DET
ajoaa-1276	225	2	developing	develop	VERB
ajoaa-1276	225	3	economics	economic	NOUN
ajoaa-1276	225	4	,	,	PUNCT
ajoaa-1276	225	5	3	3	NUM
ajoaa-1276	225	6	,	,	PUNCT
ajoaa-1276	225	7	242–263	242–263	NUM
ajoaa-1276	225	8	.	.	PUNCT
ajoaa-1276	225	9	concern	concern	NOUN
ajoaa-1276	225	10	,	,	PUNCT
ajoaa-1276	225	11	worldwide	worldwide	ADV
ajoaa-1276	225	12	(	(	PUNCT
ajoaa-1276	225	13	2012	2012	NUM
ajoaa-1276	225	14	)	)	PUNCT
ajoaa-1276	225	15	.	.	PUNCT
ajoaa-1276	226	1	farming	farm	VERB
ajoaa-1276	226	2	for	for	ADP
ajoaa-1276	226	3	impact	impact	NOUN
ajoaa-1276	226	4	–	–	PUNCT
ajoaa-1276	226	5	a	a	DET
ajoaa-1276	226	6	case	case	NOUN
ajoaa-1276	226	7	study	study	NOUN
ajoaa-1276	226	8	of	of	ADP
ajoaa-1276	226	9	smallholder	smallholder	NOUN
ajoaa-1276	226	10	agriculture	agriculture	NOUN
ajoaa-1276	226	11	in	in	ADP
ajoaa-1276	226	12	rwanda	rwanda	PROPN
ajoaa-1276	226	13	.	.	PUNCT
ajoaa-1276	227	1	a	a	DET
ajoaa-1276	227	2	report	report	NOUN
ajoaa-1276	227	3	by	by	ADP
ajoaa-1276	227	4	concern	concern	NOUN
ajoaa-1276	227	5	worldwide	worldwide	ADV
ajoaa-1276	227	6	and	and	CCONJ
ajoaa-1276	227	7	natural	natural	ADJ
ajoaa-1276	227	8	resources	resource	NOUN
ajoaa-1276	227	9	institute	institute	NOUN
ajoaa-1276	227	10	of	of	ADP
ajoaa-1276	227	11	the	the	DET
ajoaa-1276	227	12	university	university	PROPN
ajoaa-1276	227	13	of	of	ADP
ajoaa-1276	227	14	greenwich	greenwich	PROPN
ajoaa-1276	227	15	,	,	PUNCT
ajoaa-1276	227	16	uk	uk	PROPN
ajoaa-1276	227	17	.	.	PROPN
ajoaa-1276	227	18	available	available	ADJ
ajoaa-1276	227	19	atwww.concern.net/resources	atwww.concern.net/resource	NOUN
ajoaa-1276	227	20	.	.	PUNCT
ajoaa-1276	228	1	fesenberg	fesenberg	PROPN
ajoaa-1276	228	2	,	,	PUNCT
ajoaa-1276	228	3	c.	c.	PROPN
ajoaa-1276	228	4	(	(	PUNCT
ajoaa-1276	228	5	2012	2012	NUM
ajoaa-1276	228	6	)	)	PUNCT
ajoaa-1276	228	7	.	.	PUNCT
ajoaa-1276	229	1	cocoa	cocoa	NOUN
ajoaa-1276	229	2	value	value	NOUN
ajoaa-1276	229	3	chain	chain	NOUN
ajoaa-1276	229	4	development	development	NOUN
ajoaa-1276	229	5	.	.	PUNCT
ajoaa-1276	230	1	sfras	sfras	PROPN
ajoaa-1276	230	2	available	available	ADJ
ajoaa-1276	230	3	at	at	ADP
ajoaa-1276	230	4	www.swisscontact.org	www.swisscontact.org	NOUN
ajoaa-1276	230	5	.	.	PUNCT
ajoaa-1276	231	1	ghana	ghana	PROPN
ajoaa-1276	231	2	cocoa	cocoa	PROPN
ajoaa-1276	231	3	board	board	PROPN
ajoaa-1276	231	4	(	(	PUNCT
ajoaa-1276	231	5	2008	2008	NUM
ajoaa-1276	231	6	)	)	PUNCT
ajoaa-1276	231	7	.	.	PUNCT
ajoaa-1276	232	1	cocoa	cocoa	NOUN
ajoaa-1276	232	2	production	production	NOUN
ajoaa-1276	232	3	statistics	statistic	NOUN
ajoaa-1276	232	4	2006	2006	NUM
ajoaa-1276	232	5	.	.	PUNCT
ajoaa-1276	233	1	research	research	NOUN
ajoaa-1276	233	2	department	department	PROPN
ajoaa-1276	233	3	,	,	PUNCT
ajoaa-1276	233	4	ghana	ghana	PROPN
ajoaa-1276	233	5	cocoa	cocoa	PROPN
ajoaa-1276	233	6	board	board	PROPN
ajoaa-1276	233	7	(	(	PUNCT
ajoaa-1276	233	8	cocobod	cocobod	ADJ
ajoaa-1276	233	9	)	)	PUNCT
ajoaa-1276	233	10	.	.	PUNCT
ajoaa-1276	234	1	grossman	grossman	PROPN
ajoaa-1276	234	2	,	,	PUNCT
ajoaa-1276	234	3	j.	j.	PROPN
ajoaa-1276	234	4	,	,	PUNCT
ajoaa-1276	234	5	&	&	CCONJ
ajoaa-1276	234	6	tarazi	tarazi	NOUN
ajoaa-1276	234	7	,	,	PUNCT
ajoaa-1276	234	8	m.	m.	NOUN
ajoaa-1276	234	9	(	(	PUNCT
ajoaa-1276	234	10	2014	2014	NUM
ajoaa-1276	234	11	)	)	PUNCT
ajoaa-1276	234	12	.	.	PUNCT
ajoaa-1276	235	1	serving	serve	VERB
ajoaa-1276	235	2	smallholder	smallholder	NOUN
ajoaa-1276	235	3	farmers	farmer	NOUN
ajoaa-1276	235	4	.	.	PUNCT
ajoaa-1276	236	1	recent	recent	ADJ
ajoaa-1276	236	2	developments	development	NOUN
ajoaa-1276	236	3	in	in	ADP
ajoaa-1276	236	4	digital	digital	ADJ
ajoaa-1276	236	5	finance	finance	NOUN
ajoaa-1276	236	6	.	.	PUNCT
ajoaa-1276	237	1	focus	focus	NOUN
ajoaa-1276	237	2	notes	note	NOUN
ajoaa-1276	237	3	no	no	INTJ
ajoaa-1276	237	4	.	.	PROPN
ajoaa-1276	237	5	94	94	NUM
ajoaa-1276	237	6	,	,	PUNCT
ajoaa-1276	237	7	available	available	ADJ
ajoaa-1276	237	8	at	at	ADP
ajoaa-1276	237	9	cgap@worldbank.org	cgap@worldbank.org	PROPN
ajoaa-1276	237	10	.	.	PROPN
ajoaa-1276	237	11	hainmueller	hainmueller	PROPN
ajoaa-1276	237	12	,	,	PUNCT
ajoaa-1276	237	13	j.	j.	PROPN
ajoaa-1276	237	14	,	,	PUNCT
ajoaa-1276	237	15	hiscox	hiscox	PROPN
ajoaa-1276	237	16	,	,	PUNCT
ajoaa-1276	237	17	m.	m.	NOUN
ajoaa-1276	237	18	,	,	PUNCT
ajoaa-1276	237	19	&	&	CCONJ
ajoaa-1276	237	20	tampe	tampe	PROPN
ajoaa-1276	237	21	m.	m.	NOUN
ajoaa-1276	237	22	(	(	PUNCT
ajoaa-1276	237	23	2011	2011	NUM
ajoaa-1276	237	24	)	)	PUNCT
ajoaa-1276	237	25	.	.	PUNCT
ajoaa-1276	238	1	sustainable	sustainable	ADJ
ajoaa-1276	238	2	development	development	NOUN
ajoaa-1276	238	3	for	for	ADP
ajoaa-1276	238	4	cocoa	cocoa	NOUN
ajoaa-1276	238	5	farmers	farmer	NOUN
ajoaa-1276	238	6	in	in	ADP
ajoaa-1276	238	7	ghana	ghana	PROPN
ajoaa-1276	238	8	.	.	PUNCT
ajoaa-1276	239	1	mit	mit	PROPN
ajoaa-1276	239	2	and	and	CCONJ
ajoaa-1276	239	3	harvard	harvard	PROPN
ajoaa-1276	239	4	university	university	PROPN
ajoaa-1276	239	5	.	.	PUNCT
ajoaa-1276	240	1	heshmati	heshmati	PROPN
ajoaa-1276	240	2	,	,	PUNCT
ajoaa-1276	240	3	a.	a.	PROPN
ajoaa-1276	240	4	,	,	PUNCT
ajoaa-1276	240	5	&	&	CCONJ
ajoaa-1276	240	6	mulugeta	mulugeta	PROPN
ajoaa-1276	240	7	,	,	PUNCT
ajoaa-1276	240	8	y.	y.	PROPN
ajoaa-1276	240	9	(	(	PUNCT
ajoaa-1276	240	10	1996	1996	NUM
ajoaa-1276	240	11	)	)	PUNCT
ajoaa-1276	240	12	.	.	PUNCT
ajoaa-1276	241	1	technical	technical	ADJ
ajoaa-1276	241	2	efficiency	efficiency	NOUN
ajoaa-1276	241	3	of	of	ADP
ajoaa-1276	241	4	ugandan	ugandan	PROPN
ajoaa-1276	241	5	matoke	matoke	PROPN
ajoaa-1276	241	6	farms	farm	NOUN
ajoaa-1276	241	7	.	.	PUNCT
ajoaa-1276	242	1	applied	apply	VERB
ajoaa-1276	242	2	economics	economic	NOUN
ajoaa-1276	242	3	letters	letter	NOUN
ajoaa-1276	242	4	,	,	PUNCT
ajoaa-1276	242	5	3	3	NUM
ajoaa-1276	242	6	,	,	PUNCT
ajoaa-1276	242	7	491–494	491–494	NUM
ajoaa-1276	242	8	.	.	PUNCT
ajoaa-1276	242	9	isser	isser	PROPN
ajoaa-1276	242	10	(	(	PUNCT
ajoaa-1276	242	11	2013	2013	NUM
ajoaa-1276	242	12	)	)	PUNCT
ajoaa-1276	242	13	.	.	PUNCT
ajoaa-1276	243	1	the	the	DET
ajoaa-1276	243	2	state	state	NOUN
ajoaa-1276	243	3	of	of	ADP
ajoaa-1276	243	4	the	the	DET
ajoaa-1276	243	5	ghanaian	ghanaian	ADJ
ajoaa-1276	243	6	economy	economy	NOUN
ajoaa-1276	243	7	in	in	ADP
ajoaa-1276	243	8	2012	2012	NUM
ajoaa-1276	243	9	.	.	PUNCT
ajoaa-1276	244	1	institute	institute	PROPN
ajoaa-1276	244	2	of	of	ADP
ajoaa-1276	244	3	statistical	statistical	ADJ
ajoaa-1276	244	4	,	,	PUNCT
ajoaa-1276	244	5	social	social	ADJ
ajoaa-1276	244	6	and	and	CCONJ
ajoaa-1276	244	7	economic	economic	ADJ
ajoaa-1276	244	8	research	research	NOUN
ajoaa-1276	244	9	,	,	PUNCT
ajoaa-1276	244	10	university	university	PROPN
ajoaa-1276	244	11	of	of	ADP
ajoaa-1276	244	12	ghana	ghana	PROPN
ajoaa-1276	244	13	,	,	PUNCT
ajoaa-1276	244	14	legon	legon	PROPN
ajoaa-1276	244	15	-	-	PUNCT
ajoaa-1276	244	16	accra	accra	PROPN
ajoaa-1276	244	17	.	.	PUNCT
ajoaa-1276	245	1	lundstedt	lundstedt	PROPN
ajoaa-1276	245	2	,	,	PUNCT
ajoaa-1276	245	3	h.	h.	PROPN
ajoaa-1276	245	4	,	,	PUNCT
ajoaa-1276	245	5	&	&	CCONJ
ajoaa-1276	245	6	pärssinen	pärssinen	PROPN
ajoaa-1276	245	7	,	,	PUNCT
ajoaa-1276	245	8	s.	s.	PROPN
ajoaa-1276	245	9	(	(	PUNCT
ajoaa-1276	245	10	2009	2009	NUM
ajoaa-1276	245	11	)	)	PUNCT
ajoaa-1276	245	12	.	.	PUNCT
ajoaa-1276	246	1	cocoa	cocoa	NOUN
ajoaa-1276	246	2	is	be	AUX
ajoaa-1276	246	3	ghana	ghana	PROPN
ajoaa-1276	246	4	,	,	PUNCT
ajoaa-1276	246	5	ghana	ghana	PROPN
ajoaa-1276	246	6	is	be	AUX
ajoaa-1276	246	7	cocoa	cocoa	NOUN
ajoaa-1276	246	8	;	;	PUNCT
ajoaa-1276	246	9	evaluating	evaluate	VERB
ajoaa-1276	246	10	reforms	reform	NOUN
ajoaa-1276	246	11	of	of	ADP
ajoaa-1276	246	12	the	the	DET
ajoaa-1276	246	13	ghanaian	ghanaian	ADJ
ajoaa-1276	246	14	cocoa	cocoa	NOUN
ajoaa-1276	246	15	sector	sector	NOUN
ajoaa-1276	246	16	.	.	PUNCT
ajoaa-1276	247	1	department	department	NOUN
ajoaa-1276	247	2	of	of	ADP
ajoaa-1276	247	3	http://www.concern.net/resources	http://www.concern.net/resource	NOUN
ajoaa-1276	247	4	http://www.swisscontact.org/	http://www.swisscontact.org/	ADV
ajoaa-1276	247	5	mailto:cgap@worldbank.org	mailto:cgap@worldbank.org	ADJ
ajoaa-1276	247	6	asian	asian	ADJ
ajoaa-1276	247	7	journal	journal	NOUN
ajoaa-1276	247	8	of	of	ADP
ajoaa-1276	247	9	agriculture	agriculture	NOUN
ajoaa-1276	247	10	and	and	CCONJ
ajoaa-1276	247	11	rural	rural	ADJ
ajoaa-1276	247	12	development	development	NOUN
ajoaa-1276	247	13	,	,	PUNCT
ajoaa-1276	247	14	4(10)2014	4(10)2014	NUM
ajoaa-1276	247	15	:	:	PUNCT
ajoaa-1276	247	16	484	484	NUM
ajoaa-1276	247	17	-	-	SYM
ajoaa-1276	247	18	495	495	NUM
ajoaa-1276	247	19	495	495	NUM
ajoaa-1276	247	20	economics	economic	NOUN
ajoaa-1276	247	21	at	at	ADP
ajoaa-1276	247	22	the	the	DET
ajoaa-1276	247	23	university	university	PROPN
ajoaa-1276	247	24	of	of	ADP
ajoaa-1276	247	25	lund	lund	PROPN
ajoaa-1276	247	26	,	,	PUNCT
ajoaa-1276	247	27	minor	minor	ADJ
ajoaa-1276	247	28	field	field	NOUN
ajoaa-1276	247	29	study	study	NOUN
ajoaa-1276	247	30	series	series	PROPN
ajoaa-1276	247	31	no	no	PROPN
ajoaa-1276	247	32	.	.	PROPN
ajoaa-1276	247	33	198	198	NUM
ajoaa-1276	247	34	,	,	PUNCT
ajoaa-1276	247	35	issn	issn	PROPN
ajoaa-1276	247	36	0283	0283	NUM
ajoaa-1276	247	37	-	-	SYM
ajoaa-1276	247	38	1589	1589	NUM
ajoaa-1276	247	39	nkamleu	nkamleu	NOUN
ajoaa-1276	247	40	,	,	PUNCT
ajoaa-1276	247	41	g.	g.	PROPN
ajoaa-1276	247	42	b.	b.	PROPN
ajoaa-1276	247	43	,	,	PUNCT
ajoaa-1276	247	44	nyameck	nyameck	PROPN
ajoaa-1276	247	45	,	,	PUNCT
ajoaa-1276	247	46	j.	j.	PROPN
ajoaa-1276	247	47	,	,	PUNCT
ajoaa-1276	247	48	&	&	CCONJ
ajoaa-1276	247	49	gockowski	gockowski	PROPN
ajoaa-1276	247	50	,	,	PUNCT
ajoaa-1276	247	51	j.	j.	PROPN
ajoaa-1276	247	52	(	(	PUNCT
ajoaa-1276	247	53	2010	2010	NUM
ajoaa-1276	247	54	)	)	PUNCT
ajoaa-1276	247	55	.	.	PUNCT
ajoaa-1276	248	1	technology	technology	NOUN
ajoaa-1276	248	2	gap	gap	NOUN
ajoaa-1276	248	3	and	and	CCONJ
ajoaa-1276	248	4	efficiency	efficiency	NOUN
ajoaa-1276	248	5	in	in	ADP
ajoaa-1276	248	6	cocoa	cocoa	NOUN
ajoaa-1276	248	7	production	production	NOUN
ajoaa-1276	248	8	in	in	ADP
ajoaa-1276	248	9	west	west	NOUN
ajoaa-1276	248	10	and	and	CCONJ
ajoaa-1276	248	11	central	central	PROPN
ajoaa-1276	248	12	africa	africa	PROPN
ajoaa-1276	248	13	:	:	PUNCT
ajoaa-1276	248	14	implication	implication	NOUN
ajoaa-1276	248	15	for	for	ADP
ajoaa-1276	248	16	cocoa	cocoa	NOUN
ajoaa-1276	248	17	sector	sector	NOUN
ajoaa-1276	248	18	development	development	NOUN
ajoaa-1276	248	19	.	.	PUNCT
ajoaa-1276	249	1	working	work	VERB
ajoaa-1276	249	2	papers	paper	NOUN
ajoaa-1276	249	3	series	series	PROPN
ajoaa-1276	249	4	no	no	INTJ
ajoaa-1276	249	5	.	.	PROPN
ajoaa-1276	249	6	104	104	NUM
ajoaa-1276	249	7	,	,	PUNCT
ajoaa-1276	249	8	africa	africa	PROPN
ajoaa-1276	249	9	development	development	PROPN
ajoaa-1276	249	10	bank	bank	PROPN
ajoaa-1276	249	11	,	,	PUNCT
ajoaa-1276	249	12	tunis	tunis	PROPN
ajoaa-1276	249	13	,	,	PUNCT
ajoaa-1276	249	14	tunisia	tunisia	PROPN
ajoaa-1276	250	1	.	.	PUNCT
ajoaa-1276	250	2	nompozolo	nompozolo	PROPN
ajoaa-1276	250	3	,	,	PUNCT
ajoaa-1276	250	4	s.	s.	PROPN
ajoaa-1276	250	5	(	(	PUNCT
ajoaa-1276	250	6	2000	2000	NUM
ajoaa-1276	250	7	)	)	PUNCT
ajoaa-1276	250	8	.	.	PUNCT
ajoaa-1276	251	1	an	an	DET
ajoaa-1276	251	2	analysis	analysis	NOUN
ajoaa-1276	251	3	of	of	ADP
ajoaa-1276	251	4	the	the	DET
ajoaa-1276	251	5	characteristics	characteristic	NOUN
ajoaa-1276	251	6	and	and	CCONJ
ajoaa-1276	251	7	constraints	constraint	NOUN
ajoaa-1276	251	8	of	of	ADP
ajoaa-1276	251	9	smallholder	smallholder	NOUN
ajoaa-1276	251	10	commercial	commercial	ADJ
ajoaa-1276	251	11	farmers	farmer	NOUN
ajoaa-1276	251	12	in	in	ADP
ajoaa-1276	251	13	the	the	DET
ajoaa-1276	251	14	transkei	transkei	NOUN
ajoaa-1276	251	15	region	region	NOUN
ajoaa-1276	251	16	,	,	PUNCT
ajoaa-1276	251	17	the	the	DET
ajoaa-1276	251	18	eastern	eastern	ADJ
ajoaa-1276	251	19	cape	cape	NOUN
ajoaa-1276	251	20	,	,	PUNCT
ajoaa-1276	251	21	south	south	PROPN
ajoaa-1276	251	22	africa	africa	PROPN
ajoaa-1276	251	23	.	.	PUNCT
ajoaa-1276	252	1	unpublished	unpublished	ADJ
ajoaa-1276	252	2	m.	m.	NOUN
ajoaa-1276	252	3	agric	agric	PROPN
ajoaa-1276	252	4	(	(	PUNCT
ajoaa-1276	252	5	agricultural	agricultural	ADJ
ajoaa-1276	252	6	extension	extension	NOUN
ajoaa-1276	252	7	)	)	PUNCT
ajoaa-1276	252	8	dissertation	dissertation	NOUN
ajoaa-1276	252	9	,	,	PUNCT
ajoaa-1276	252	10	university	university	NOUN
ajoaa-1276	252	11	of	of	ADP
ajoaa-1276	252	12	fort	fort	PROPN
ajoaa-1276	252	13	hare	hare	PROPN
ajoaa-1276	252	14	,	,	PUNCT
ajoaa-1276	252	15	alice	alice	PROPN
ajoaa-1276	252	16	.	.	PUNCT
ajoaa-1276	253	1	nyagaka	nyagaka	PROPN
ajoaa-1276	253	2	,	,	PUNCT
ajoaa-1276	253	3	d.	d.	PROPN
ajoaa-1276	253	4	o.	o.	PROPN
ajoaa-1276	253	5	,	,	PUNCT
ajoaa-1276	253	6	obare	obare	PROPN
ajoaa-1276	253	7	g.	g.	PROPN
ajoaa-1276	253	8	a.	a.	PROPN
ajoaa-1276	253	9	,	,	PUNCT
ajoaa-1276	253	10	omiti	omiti	PROPN
ajoaa-1276	253	11	,	,	PUNCT
ajoaa-1276	253	12	j.	j.	PROPN
ajoaa-1276	253	13	m.	m.	PROPN
ajoaa-1276	253	14	,	,	PUNCT
ajoaa-1276	253	15	&	&	CCONJ
ajoaa-1276	253	16	ngoyo	ngoyo	PROPN
ajoaa-1276	253	17	,	,	PUNCT
ajoaa-1276	253	18	w.	w.	PROPN
ajoaa-1276	253	19	(	(	PUNCT
ajoaa-1276	253	20	2010	2010	NUM
ajoaa-1276	253	21	)	)	PUNCT
ajoaa-1276	253	22	.	.	PUNCT
ajoaa-1276	254	1	technical	technical	ADJ
ajoaa-1276	254	2	efficiency	efficiency	NOUN
ajoaa-1276	254	3	in	in	ADP
ajoaa-1276	254	4	resource	resource	NOUN
ajoaa-1276	254	5	use	use	NOUN
ajoaa-1276	254	6	:	:	PUNCT
ajoaa-1276	254	7	evidence	evidence	NOUN
ajoaa-1276	254	8	from	from	ADP
ajoaa-1276	254	9	smallholder	smallholder	NOUN
ajoaa-1276	254	10	irish	irish	ADJ
ajoaa-1276	254	11	potato	potato	NOUN
ajoaa-1276	254	12	farmers	farmer	NOUN
ajoaa-1276	254	13	in	in	ADP
ajoaa-1276	254	14	nyandaura	nyandaura	PROPN
ajoaa-1276	254	15	north	north	PROPN
ajoaa-1276	254	16	district	district	PROPN
ajoaa-1276	254	17	,	,	PUNCT
ajoaa-1276	254	18	kenya	kenya	PROPN
ajoaa-1276	254	19	.	.	PUNCT
ajoaa-1276	255	1	africa	africa	PROPN
ajoaa-1276	255	2	journal	journal	PROPN
ajoaa-1276	255	3	of	of	ADP
ajoaa-1276	255	4	agricultural	agricultural	ADJ
ajoaa-1276	255	5	research	research	NOUN
ajoaa-1276	255	6	,	,	PUNCT
ajoaa-1276	255	7	5	5	NUM
ajoaa-1276	255	8	,	,	PUNCT
ajoaa-1276	255	9	1179–1186	1179–1186	NUM
ajoaa-1276	255	10	.	.	PUNCT
ajoaa-1276	256	1	onumah	onumah	PROPN
ajoaa-1276	256	2	,	,	PUNCT
ajoaa-1276	256	3	e.	e.	PROPN
ajoaa-1276	256	4	e.	e.	PROPN
ajoaa-1276	256	5	,	,	PUNCT
ajoaa-1276	256	6	brummer	brummer	NOUN
ajoaa-1276	256	7	,	,	PUNCT
ajoaa-1276	256	8	m.	m.	NOUN
ajoaa-1276	256	9	,	,	PUNCT
ajoaa-1276	256	10	&	&	CCONJ
ajoaa-1276	256	11	horstgenschwark	horstgenschwark	PROPN
ajoaa-1276	256	12	g.	g.	PROPN
ajoaa-1276	256	13	(	(	PUNCT
ajoaa-1276	256	14	2010	2010	NUM
ajoaa-1276	256	15	)	)	PUNCT
ajoaa-1276	256	16	.	.	PUNCT
ajoaa-1276	257	1	productivity	productivity	NOUN
ajoaa-1276	257	2	of	of	ADP
ajoaa-1276	257	3	hired	hire	VERB
ajoaa-1276	257	4	and	and	CCONJ
ajoaa-1276	257	5	family	family	NOUN
ajoaa-1276	257	6	labour	labour	NOUN
ajoaa-1276	257	7	and	and	CCONJ
ajoaa-1276	257	8	determinants	determinant	NOUN
ajoaa-1276	257	9	of	of	ADP
ajoaa-1276	257	10	technical	technical	ADJ
ajoaa-1276	257	11	inefficiency	inefficiency	NOUN
ajoaa-1276	257	12	in	in	ADP
ajoaa-1276	257	13	ghana	ghana	PROPN
ajoaa-1276	257	14	’s	’s	PART
ajoaa-1276	257	15	fish	fish	NOUN
ajoaa-1276	257	16	farms	farm	NOUN
ajoaa-1276	257	17	.	.	PUNCT
ajoaa-1276	258	1	agricultural	agricultural	ADJ
ajoaa-1276	258	2	economics	economic	NOUN
ajoaa-1276	258	3	–	–	PUNCT
ajoaa-1276	258	4	czech	czech	PROPN
ajoaa-1276	258	5	,	,	PUNCT
ajoaa-1276	258	6	56	56	NUM
ajoaa-1276	258	7	,	,	PUNCT
ajoaa-1276	258	8	79–88	79–88	NUM
ajoaa-1276	258	9	.	.	PUNCT
ajoaa-1276	258	10	onumah	onumah	PROPN
ajoaa-1276	258	11	,	,	PUNCT
ajoaa-1276	258	12	g.	g.	PROPN
ajoaa-1276	258	13	e.	e.	PROPN
ajoaa-1276	258	14	,	,	PUNCT
ajoaa-1276	258	15	davis	davis	PROPN
ajoaa-1276	258	16	,	,	PUNCT
ajoaa-1276	258	17	j.	j.	PROPN
ajoaa-1276	258	18	r.	r.	PROPN
ajoaa-1276	258	19	,	,	PUNCT
ajoaa-1276	258	20	kleih	kleih	PROPN
ajoaa-1276	258	21	u.	u.	PROPN
ajoaa-1276	258	22	,	,	PUNCT
ajoaa-1276	258	23	&	&	CCONJ
ajoaa-1276	258	24	proctor	proctor	PROPN
ajoaa-1276	258	25	,	,	PUNCT
ajoaa-1276	258	26	f.	f.	PROPN
ajoaa-1276	258	27	j.	j.	PROPN
ajoaa-1276	258	28	(	(	PUNCT
ajoaa-1276	258	29	2007	2007	NUM
ajoaa-1276	258	30	)	)	PUNCT
ajoaa-1276	258	31	.	.	PUNCT
ajoaa-1276	259	1	empowering	empower	VERB
ajoaa-1276	259	2	smallholder	smallholder	NOUN
ajoaa-1276	259	3	farmers	farmer	NOUN
ajoaa-1276	259	4	in	in	ADP
ajoaa-1276	259	5	markets	market	NOUN
ajoaa-1276	259	6	:	:	PUNCT
ajoaa-1276	259	7	changing	change	VERB
ajoaa-1276	259	8	agricultural	agricultural	ADJ
ajoaa-1276	259	9	marketing	marketing	NOUN
ajoaa-1276	259	10	systems	system	NOUN
ajoaa-1276	259	11	and	and	CCONJ
ajoaa-1276	259	12	innovative	innovative	ADJ
ajoaa-1276	259	13	responses	response	NOUN
ajoaa-1276	259	14	by	by	ADP
ajoaa-1276	259	15	producer	producer	NOUN
ajoaa-1276	259	16	organizations	organization	NOUN
ajoaa-1276	259	17	.	.	PUNCT
ajoaa-1276	260	1	esfim	esfim	NOUN
ajoaa-1276	260	2	working	work	VERB
ajoaa-1276	260	3	paper	paper	NOUN
ajoaa-1276	260	4	2	2	NUM
ajoaa-1276	260	5	:	:	PUNCT
ajoaa-1276	260	6	ifad	ifad	ADJ
ajoaa-1276	260	7	,	,	PUNCT
ajoaa-1276	260	8	cta	cta	PROPN
ajoaa-1276	260	9	,	,	PUNCT
ajoaa-1276	260	10	agricord	agricord	PROPN
ajoaa-1276	260	11	.	.	PUNCT
ajoaa-1276	261	1	onumah	onumah	PROPN
ajoaa-1276	261	2	,	,	PUNCT
ajoaa-1276	261	3	j.	j.	PROPN
ajoaa-1276	261	4	a.	a.	PROPN
ajoaa-1276	261	5	,	,	PUNCT
ajoaa-1276	261	6	al	al	PROPN
ajoaa-1276	261	7	-	-	PUNCT
ajoaa-1276	261	8	hassan	hassan	PROPN
ajoaa-1276	261	9	,	,	PUNCT
ajoaa-1276	261	10	r.	r.	PROPN
ajoaa-1276	261	11	m.	m.	PROPN
ajoaa-1276	261	12	,	,	PUNCT
ajoaa-1276	261	13	&	&	CCONJ
ajoaa-1276	261	14	onumah	onumah	PROPN
ajoaa-1276	261	15	,	,	PUNCT
ajoaa-1276	261	16	e.	e.	PROPN
ajoaa-1276	261	17	e.	e.	PROPN
ajoaa-1276	261	18	(	(	PUNCT
ajoaa-1276	261	19	2013	2013	NUM
ajoaa-1276	261	20	)	)	PUNCT
ajoaa-1276	261	21	.	.	PUNCT
ajoaa-1276	262	1	productivity	productivity	NOUN
ajoaa-1276	262	2	and	and	CCONJ
ajoaa-1276	262	3	technical	technical	ADJ
ajoaa-1276	262	4	efficiency	efficiency	NOUN
ajoaa-1276	262	5	of	of	ADP
ajoaa-1276	262	6	cocoa	cocoa	NOUN
ajoaa-1276	262	7	production	production	NOUN
ajoaa-1276	262	8	in	in	ADP
ajoaa-1276	262	9	eastern	eastern	PROPN
ajoaa-1276	262	10	ghana	ghana	PROPN
ajoaa-1276	262	11	.	.	PUNCT
ajoaa-1276	263	1	journal	journal	PROPN
ajoaa-1276	263	2	of	of	ADP
ajoaa-1276	263	3	economics	economic	NOUN
ajoaa-1276	263	4	and	and	CCONJ
ajoaa-1276	263	5	sustainable	sustainable	ADJ
ajoaa-1276	263	6	development	development	NOUN
ajoaa-1276	263	7	,	,	PUNCT
ajoaa-1276	263	8	4(4	4(4	NUM
ajoaa-1276	263	9	)	)	PUNCT
ajoaa-1276	263	10	,	,	PUNCT
ajoaa-1276	263	11	106	106	NUM
ajoaa-1276	263	12	-	-	SYM
ajoaa-1276	263	13	117	117	NUM
ajoaa-1276	263	14	.	.	PUNCT
ajoaa-1276	264	1	salifu	salifu	PROPN
ajoaa-1276	264	2	,	,	PUNCT
ajoaa-1276	264	3	a.	a.	NOUN
ajoaa-1276	264	4	,	,	PUNCT
ajoaa-1276	264	5	francesconi	francesconi	NOUN
ajoaa-1276	264	6	,	,	PUNCT
ajoaa-1276	264	7	g.	g.	PROPN
ajoaa-1276	264	8	n.	n.	PROPN
ajoaa-1276	264	9	,	,	PUNCT
ajoaa-1276	264	10	&	&	CCONJ
ajoaa-1276	264	11	kolavalli	kolavalli	PROPN
ajoaa-1276	264	12	,	,	PUNCT
ajoaa-1276	264	13	s.	s.	PROPN
ajoaa-1276	264	14	(	(	PUNCT
ajoaa-1276	264	15	2010	2010	NUM
ajoaa-1276	264	16	)	)	PUNCT
ajoaa-1276	264	17	.	.	PUNCT
ajoaa-1276	265	1	a	a	DET
ajoaa-1276	265	2	review	review	NOUN
ajoaa-1276	265	3	of	of	ADP
ajoaa-1276	265	4	collective	collective	ADJ
ajoaa-1276	265	5	action	action	NOUN
ajoaa-1276	265	6	in	in	ADP
ajoaa-1276	265	7	rural	rural	ADJ
ajoaa-1276	265	8	ghana	ghana	PROPN
ajoaa-1276	265	9	.	.	PUNCT
ajoaa-1276	266	1	ifpri	ifpri	PROPN
ajoaa-1276	266	2	discussion	discussion	NOUN
ajoaa-1276	266	3	paper	paper	NOUN
ajoaa-1276	266	4	00998	00998	NUM
ajoaa-1276	266	5	.	.	PUNCT
ajoaa-1276	267	1	the	the	DET
ajoaa-1276	267	2	world	world	PROPN
ajoaa-1276	267	3	bank	bank	PROPN
ajoaa-1276	267	4	(	(	PUNCT
ajoaa-1276	267	5	2011	2011	NUM
ajoaa-1276	267	6	)	)	PUNCT
ajoaa-1276	267	7	.	.	PUNCT
ajoaa-1276	268	1	supply	supply	NOUN
ajoaa-1276	268	2	chain	chain	NOUN
ajoaa-1276	268	3	risk	risk	NOUN
ajoaa-1276	268	4	assessment	assessment	NOUN
ajoaa-1276	268	5	:	:	PUNCT
ajoaa-1276	268	6	cocoa	cocoa	NOUN
ajoaa-1276	268	7	in	in	ADP
ajoaa-1276	268	8	ghana	ghana	PROPN
ajoaa-1276	268	9	.	.	PUNCT
ajoaa-1276	269	1	agriculture	agriculture	NOUN
ajoaa-1276	269	2	and	and	CCONJ
ajoaa-1276	269	3	rural	rural	ADJ
ajoaa-1276	269	4	development	development	NOUN
ajoaa-1276	269	5	(	(	PUNCT
ajoaa-1276	269	6	ard	ard	PROPN
ajoaa-1276	269	7	)	)	PUNCT
ajoaa-1276	269	8	.	.	PUNCT
ajoaa-1276	270	1	available	available	ADJ
ajoaa-1276	270	2	at	at	ADP
ajoaa-1276	270	3	www.worldbank.org/ard	www.worldbank.org/ard	PROPN
ajoaa-1276	270	4	.	.	PUNCT
ajoaa-1276	271	1	united	united	PROPN
ajoaa-1276	271	2	nations	nations	PROPN
ajoaa-1276	271	3	development	development	PROPN
ajoaa-1276	271	4	programme	programme	PROPN
ajoaa-1276	271	5	(	(	PUNCT
ajoaa-1276	271	6	undp	undp	PROPN
ajoaa-1276	271	7	)	)	PUNCT
ajoaa-1276	271	8	(	(	PUNCT
ajoaa-1276	271	9	2010	2010	NUM
ajoaa-1276	271	10	)	)	PUNCT
ajoaa-1276	271	11	.	.	PUNCT
ajoaa-1276	272	1	green	green	ADJ
ajoaa-1276	272	2	commodities	commodity	NOUN
ajoaa-1276	272	3	;	;	PUNCT
ajoaa-1276	272	4	cocoa	cocoa	NOUN
ajoaa-1276	272	5	scoping	scoping	NOUN
ajoaa-1276	272	6	paper	paper	NOUN
ajoaa-1276	272	7	.	.	PUNCT
ajoaa-1276	273	1	an	an	DET
ajoaa-1276	273	2	internal	internal	ADJ
ajoaa-1276	273	3	working	working	NOUN
ajoaa-1276	273	4	document	document	NOUN
ajoaa-1276	273	5	,	,	PUNCT
ajoaa-1276	273	6	june	june	PROPN
ajoaa-1276	273	7	2010	2010	NUM
ajoaa-1276	273	8	.	.	PUNCT
ajoaa-1276	274	1	vigneri	vigneri	PROPN
ajoaa-1276	274	2	,	,	PUNCT
ajoaa-1276	274	3	m.	m.	NOUN
ajoaa-1276	274	4	(	(	PUNCT
ajoaa-1276	274	5	2007	2007	NUM
ajoaa-1276	274	6	)	)	PUNCT
ajoaa-1276	274	7	.	.	PUNCT
ajoaa-1276	275	1	drivers	driver	NOUN
ajoaa-1276	275	2	of	of	ADP
ajoaa-1276	275	3	cocoa	cocoa	NOUN
ajoaa-1276	275	4	production	production	NOUN
ajoaa-1276	275	5	growth	growth	NOUN
ajoaa-1276	275	6	in	in	ADP
ajoaa-1276	275	7	ghana	ghana	PROPN
ajoaa-1276	275	8	.	.	PUNCT
ajoaa-1276	276	1	odi	odi	PROPN
ajoaa-1276	276	2	project	project	PROPN
ajoaa-1276	276	3	briefing	briefing	NOUN
ajoaa-1276	276	4	,	,	PUNCT
ajoaa-1276	276	5	no.4	no.4	PROPN
ajoaa-1276	276	6	.	.	PROPN
ajoaa-1276	276	7	overseas	overseas	PROPN
ajoaa-1276	276	8	development	development	PROPN
ajoaa-1276	276	9	institute	institute	PROPN
ajoaa-1276	276	10	,	,	PUNCT
ajoaa-1276	276	11	london	london	PROPN
ajoaa-1276	276	12	.	.	PUNCT
ajoaa-1276	277	1	wegner	wegner	PROPN
ajoaa-1276	277	2	,	,	PUNCT
ajoaa-1276	277	3	l.	l.	PROPN
ajoaa-1276	277	4	(	(	PUNCT
ajoaa-1276	277	5	2012	2012	NUM
ajoaa-1276	277	6	)	)	PUNCT
ajoaa-1276	277	7	.	.	PUNCT
ajoaa-1276	278	1	cocoa	cocoa	NOUN
ajoaa-1276	278	2	fact	fact	NOUN
ajoaa-1276	278	3	sheet	sheet	NOUN
ajoaa-1276	278	4	.	.	PUNCT
ajoaa-1276	279	1	working	work	VERB
ajoaa-1276	279	2	document	document	NOUN
ajoaa-1276	279	3	by	by	ADP
ajoaa-1276	279	4	wageningen	wageningen	PROPN
ajoaa-1276	279	5	ur	ur	PROPN
ajoaa-1276	279	6	centre	centre	PROPN
ajoaa-1276	279	7	for	for	ADP
ajoaa-1276	279	8	development	development	NOUN
ajoaa-1276	279	9	innovation	innovation	NOUN
ajoaa-1276	279	10	held	hold	VERB
ajoaa-1276	279	11	on	on	ADP
ajoaa-1276	279	12	april	april	PROPN
ajoaa-1276	279	13	11	11	NUM
ajoaa-1276	279	14	-	-	SYM
ajoaa-1276	279	15	13	13	NUM
ajoaa-1276	279	16	,	,	PUNCT
ajoaa-1276	279	17	2012	2012	NUM
ajoaa-1276	279	18	in	in	ADP
ajoaa-1276	279	19	the	the	DET
ajoaa-1276	279	20	hague	hague	PROPN
ajoaa-1276	279	21	,	,	PUNCT
ajoaa-1276	279	22	netherlands	netherlands	PROPN
ajoaa-1276	279	23	.	.	PUNCT
ajoaa-1276	280	1	http://www.worldbank.org/ard	http://www.worldbank.org/ard	NOUN