id	sid	tid	token	lemma	pos
aesr-1337	1	1	16	16	NUM
aesr-1337	1	2	©	©	PROPN
aesr-1337	1	3	2020	2020	NUM
aesr-1337	1	4	by	by	ADP
aesr-1337	1	5	the	the	DET
aesr-1337	1	6	authors	author	NOUN
aesr-1337	1	7	;	;	PUNCT
aesr-1337	1	8	licensee	licensee	PROPN
aesr-1337	1	9	asian	asian	ADJ
aesr-1337	1	10	online	online	PROPN
aesr-1337	1	11	journal	journal	PROPN
aesr-1337	1	12	publishing	publishing	NOUN
aesr-1337	1	13	group	group	NOUN
aesr-1337	1	14	agriculture	agriculture	PROPN
aesr-1337	1	15	and	and	CCONJ
aesr-1337	1	16	food	food	NOUN
aesr-1337	1	17	sciences	sciences	PROPN
aesr-1337	1	18	research	research	NOUN
aesr-1337	1	19	vol	vol	NOUN
aesr-1337	1	20	.	.	PUNCT
aesr-1337	2	1	7	7	NUM
aesr-1337	2	2	,	,	PUNCT
aesr-1337	2	3	no	no	INTJ
aesr-1337	2	4	.	.	NOUN
aesr-1337	2	5	1	1	NUM
aesr-1337	2	6	,	,	PUNCT
aesr-1337	2	7	16	16	NUM
aesr-1337	2	8	-	-	SYM
aesr-1337	2	9	21	21	NUM
aesr-1337	2	10	,	,	PUNCT
aesr-1337	2	11	2020	2020	NUM
aesr-1337	2	12	issn(e	issn(e	NOUN
aesr-1337	2	13	)	)	PUNCT
aesr-1337	2	14	2411	2411	NUM
aesr-1337	2	15	-	-	SYM
aesr-1337	2	16	6653/	6653/	NUM
aesr-1337	2	17	issn(p	issn(p	NOUN
aesr-1337	2	18	)	)	PUNCT
aesr-1337	2	19	2518	2518	NUM
aesr-1337	2	20	-	-	SYM
aesr-1337	2	21	0193	0193	NUM
aesr-1337	2	22	doi	doi	NOUN
aesr-1337	2	23	:	:	PUNCT
aesr-1337	2	24	10.20448	10.20448	NUM
aesr-1337	2	25	/	/	SYM
aesr-1337	2	26	journal.512.2020.71.16.21	journal.512.2020.71.16.21	PROPN
aesr-1337	2	27	©	©	PROPN
aesr-1337	2	28	2020	2020	NUM
aesr-1337	2	29	by	by	ADP
aesr-1337	2	30	the	the	DET
aesr-1337	2	31	authors	author	NOUN
aesr-1337	2	32	;	;	PUNCT
aesr-1337	2	33	licensee	licensee	PROPN
aesr-1337	2	34	asian	asian	ADJ
aesr-1337	2	35	online	online	PROPN
aesr-1337	2	36	journal	journal	PROPN
aesr-1337	2	37	publishing	publishing	NOUN
aesr-1337	2	38	group	group	NOUN
aesr-1337	2	39	effect	effect	NOUN
aesr-1337	2	40	of	of	ADP
aesr-1337	2	41	credit	credit	NOUN
aesr-1337	2	42	on	on	ADP
aesr-1337	2	43	cassava	cassava	NOUN
aesr-1337	2	44	productivity	productivity	NOUN
aesr-1337	2	45	in	in	ADP
aesr-1337	2	46	kintampo	kintampo	PROPN
aesr-1337	2	47	south	south	PROPN
aesr-1337	2	48	district	district	PROPN
aesr-1337	2	49	using	use	VERB
aesr-1337	2	50	cobbdouglas	cobbdouglas	PROPN
aesr-1337	2	51	production	production	NOUN
aesr-1337	2	52	function	function	NOUN
aesr-1337	2	53	model	model	NOUN
aesr-1337	2	54	maxwell	maxwell	PROPN
aesr-1337	2	55	amedi1	amedi1	PROPN
aesr-1337	2	56	moses	moses	PROPN
aesr-1337	2	57	dumayiri2	dumayiri2	PROPN
aesr-1337	2	58	mohammed	mohammed	PROPN
aesr-1337	2	59	abdul	abdul	PROPN
aesr-1337	2	60	-	-	PUNCT
aesr-1337	2	61	rashid	rashid	PROPN
aesr-1337	2	62	suhuyini3	suhuyini3	PROPN
aesr-1337	3	1	(	(	PUNCT
aesr-1337	3	2			PROPN
aesr-1337	3	3	corresponding	correspond	VERB
aesr-1337	3	4	author	author	NOUN
aesr-1337	3	5	)	)	PUNCT
aesr-1337	3	6	1	1	NUM
aesr-1337	3	7	food	food	NOUN
aesr-1337	3	8	security	security	NOUN
aesr-1337	3	9	&	&	CCONJ
aesr-1337	3	10	resilience	resilience	PROPN
aesr-1337	3	11	technical	technical	PROPN
aesr-1337	3	12	program	program	NOUN
aesr-1337	3	13	manager	manager	NOUN
aesr-1337	3	14	,	,	PUNCT
aesr-1337	3	15	world	world	NOUN
aesr-1337	3	16	vision	vision	PROPN
aesr-1337	3	17	international	international	PROPN
aesr-1337	3	18	,	,	PUNCT
aesr-1337	3	19	ghana	ghana	PROPN
aesr-1337	3	20	.	.	PUNCT
aesr-1337	4	1	2lecturer	2lecturer	NUM
aesr-1337	4	2	,	,	PUNCT
aesr-1337	4	3	department	department	NOUN
aesr-1337	4	4	of	of	ADP
aesr-1337	4	5	banking	banking	NOUN
aesr-1337	4	6	and	and	CCONJ
aesr-1337	4	7	finance	finance	NOUN
aesr-1337	4	8	,	,	PUNCT
aesr-1337	4	9	school	school	NOUN
aesr-1337	4	10	of	of	ADP
aesr-1337	4	11	business	business	NOUN
aesr-1337	4	12	and	and	CCONJ
aesr-1337	4	13	law	law	NOUN
aesr-1337	4	14	,	,	PUNCT
aesr-1337	4	15	university	university	NOUN
aesr-1337	4	16	of	of	ADP
aesr-1337	4	17	development	development	NOUN
aesr-1337	4	18	studies	study	NOUN
aesr-1337	4	19	,	,	PUNCT
aesr-1337	4	20	ghana	ghana	PROPN
aesr-1337	4	21	.	.	PUNCT
aesr-1337	5	1	3phd	3phd	NUM
aesr-1337	5	2	candidate	candidate	NOUN
aesr-1337	5	3	,	,	PUNCT
aesr-1337	5	4	department	department	NOUN
aesr-1337	5	5	of	of	ADP
aesr-1337	5	6	agricultural	agricultural	ADJ
aesr-1337	5	7	economics	economic	NOUN
aesr-1337	5	8	,	,	PUNCT
aesr-1337	5	9	university	university	NOUN
aesr-1337	5	10	of	of	ADP
aesr-1337	5	11	development	development	NOUN
aesr-1337	5	12	studies	study	NOUN
aesr-1337	5	13	,	,	PUNCT
aesr-1337	5	14	ghana	ghana	PROPN
aesr-1337	5	15	.	.	PUNCT
aesr-1337	6	1	abstract	abstract	ADJ
aesr-1337	6	2	the	the	DET
aesr-1337	6	3	study	study	NOUN
aesr-1337	6	4	estimated	estimate	VERB
aesr-1337	6	5	the	the	DET
aesr-1337	6	6	effect	effect	NOUN
aesr-1337	6	7	of	of	ADP
aesr-1337	6	8	credit	credit	NOUN
aesr-1337	6	9	on	on	ADP
aesr-1337	6	10	cassava	cassava	NOUN
aesr-1337	6	11	productivity	productivity	NOUN
aesr-1337	6	12	in	in	ADP
aesr-1337	6	13	kintampo	kintampo	PROPN
aesr-1337	6	14	south	south	PROPN
aesr-1337	6	15	district	district	PROPN
aesr-1337	6	16	using	use	VERB
aesr-1337	6	17	cobb	cobb	PROPN
aesr-1337	6	18	-	-	PUNCT
aesr-1337	6	19	douglas	douglas	PROPN
aesr-1337	6	20	production	production	PROPN
aesr-1337	6	21	function	function	NOUN
aesr-1337	6	22	model	model	NOUN
aesr-1337	6	23	.	.	PUNCT
aesr-1337	7	1	primary	primary	ADJ
aesr-1337	7	2	data	datum	NOUN
aesr-1337	7	3	was	be	AUX
aesr-1337	7	4	collected	collect	VERB
aesr-1337	7	5	from	from	ADP
aesr-1337	7	6	60	60	NUM
aesr-1337	7	7	smallscaled	smallscaled	ADJ
aesr-1337	7	8	cassava	cassava	NOUN
aesr-1337	7	9	farmers	farmer	NOUN
aesr-1337	7	10	while	while	SCONJ
aesr-1337	7	11	secondary	secondary	ADJ
aesr-1337	7	12	data	datum	NOUN
aesr-1337	7	13	was	be	AUX
aesr-1337	7	14	gathered	gather	VERB
aesr-1337	7	15	from	from	ADP
aesr-1337	7	16	literature	literature	NOUN
aesr-1337	7	17	.	.	PUNCT
aesr-1337	8	1	snowball	snowball	ADJ
aesr-1337	8	2	sampling	sampling	NOUN
aesr-1337	8	3	technique	technique	NOUN
aesr-1337	8	4	was	be	AUX
aesr-1337	8	5	used	use	VERB
aesr-1337	8	6	to	to	PART
aesr-1337	8	7	obtain	obtain	VERB
aesr-1337	8	8	the	the	DET
aesr-1337	8	9	sample	sample	NOUN
aesr-1337	8	10	size	size	NOUN
aesr-1337	8	11	of	of	ADP
aesr-1337	8	12	60	60	NUM
aesr-1337	8	13	small	small	ADJ
aesr-1337	8	14	-	-	PUNCT
aesr-1337	8	15	scaled	scale	VERB
aesr-1337	8	16	cassava	cassava	NOUN
aesr-1337	8	17	farmers	farmer	NOUN
aesr-1337	8	18	.	.	PUNCT
aesr-1337	9	1	data	datum	NOUN
aesr-1337	9	2	obtained	obtain	VERB
aesr-1337	9	3	were	be	AUX
aesr-1337	9	4	analyzed	analyze	VERB
aesr-1337	9	5	using	use	VERB
aesr-1337	9	6	descriptive	descriptive	ADJ
aesr-1337	9	7	statistics	statistic	NOUN
aesr-1337	9	8	and	and	CCONJ
aesr-1337	9	9	cobb	cobb	PROPN
aesr-1337	9	10	-	-	PUNCT
aesr-1337	9	11	douglas	douglas	PROPN
aesr-1337	9	12	production	production	PROPN
aesr-1337	9	13	function	function	NOUN
aesr-1337	9	14	model	model	NOUN
aesr-1337	9	15	.	.	PUNCT
aesr-1337	10	1	results	result	NOUN
aesr-1337	10	2	from	from	ADP
aesr-1337	10	3	the	the	DET
aesr-1337	10	4	study	study	NOUN
aesr-1337	10	5	showed	show	VERB
aesr-1337	10	6	that	that	SCONJ
aesr-1337	10	7	majority	majority	NOUN
aesr-1337	10	8	of	of	ADP
aesr-1337	10	9	the	the	DET
aesr-1337	10	10	farmer	farmer	NOUN
aesr-1337	10	11	’s	’s	PART
aesr-1337	10	12	accessed	access	VERB
aesr-1337	10	13	credit	credit	NOUN
aesr-1337	10	14	from	from	ADP
aesr-1337	10	15	vsla	vsla	ADJ
aesr-1337	10	16	groups	group	NOUN
aesr-1337	10	17	.	.	PUNCT
aesr-1337	11	1	the	the	DET
aesr-1337	11	2	study	study	NOUN
aesr-1337	11	3	found	find	VERB
aesr-1337	11	4	that	that	SCONJ
aesr-1337	11	5	,	,	PUNCT
aesr-1337	11	6	credit	credit	NOUN
aesr-1337	11	7	has	have	VERB
aesr-1337	11	8	significant	significant	ADJ
aesr-1337	11	9	effect	effect	NOUN
aesr-1337	11	10	on	on	ADP
aesr-1337	11	11	cassava	cassava	NOUN
aesr-1337	11	12	output	output	NOUN
aesr-1337	11	13	level	level	NOUN
aesr-1337	11	14	with	with	ADP
aesr-1337	11	15	an	an	DET
aesr-1337	11	16	elasticity	elasticity	NOUN
aesr-1337	11	17	of	of	ADP
aesr-1337	11	18	1.83	1.83	NUM
aesr-1337	11	19	implying	imply	VERB
aesr-1337	11	20	that	that	SCONJ
aesr-1337	11	21	a	a	DET
aesr-1337	11	22	percentage	percentage	NOUN
aesr-1337	11	23	increase	increase	NOUN
aesr-1337	11	24	in	in	ADP
aesr-1337	11	25	credit	credit	NOUN
aesr-1337	11	26	supply	supply	NOUN
aesr-1337	11	27	will	will	AUX
aesr-1337	11	28	lead	lead	VERB
aesr-1337	11	29	to	to	ADP
aesr-1337	11	30	1.83	1.83	NUM
aesr-1337	11	31	%	%	NOUN
aesr-1337	11	32	increase	increase	NOUN
aesr-1337	11	33	in	in	ADP
aesr-1337	11	34	cassava	cassava	NOUN
aesr-1337	11	35	output	output	NOUN
aesr-1337	11	36	.	.	PUNCT
aesr-1337	12	1	the	the	DET
aesr-1337	12	2	study	study	NOUN
aesr-1337	12	3	concludes	conclude	VERB
aesr-1337	12	4	that	that	SCONJ
aesr-1337	12	5	,	,	PUNCT
aesr-1337	12	6	the	the	DET
aesr-1337	12	7	output	output	NOUN
aesr-1337	12	8	of	of	ADP
aesr-1337	12	9	cassava	cassava	NOUN
aesr-1337	12	10	could	could	AUX
aesr-1337	12	11	be	be	AUX
aesr-1337	12	12	increased	increase	VERB
aesr-1337	12	13	considerably	considerably	ADV
aesr-1337	12	14	by	by	ADP
aesr-1337	12	15	obtaining	obtain	VERB
aesr-1337	12	16	credit	credit	NOUN
aesr-1337	12	17	.	.	PUNCT
aesr-1337	13	1	the	the	DET
aesr-1337	13	2	study	study	NOUN
aesr-1337	13	3	recommends	recommend	VERB
aesr-1337	13	4	the	the	DET
aesr-1337	13	5	ministry	ministry	PROPN
aesr-1337	13	6	of	of	ADP
aesr-1337	13	7	agriculture	agriculture	PROPN
aesr-1337	13	8	to	to	PART
aesr-1337	13	9	use	use	VERB
aesr-1337	13	10	vsla	vsla	ADJ
aesr-1337	13	11	groups	group	NOUN
aesr-1337	13	12	as	as	ADP
aesr-1337	13	13	vehicle	vehicle	NOUN
aesr-1337	13	14	of	of	ADP
aesr-1337	13	15	administering	administer	VERB
aesr-1337	13	16	loans	loan	NOUN
aesr-1337	13	17	/	/	SYM
aesr-1337	13	18	credit	credit	NOUN
aesr-1337	13	19	to	to	ADP
aesr-1337	13	20	small	small	ADJ
aesr-1337	13	21	-	-	PUNCT
aesr-1337	13	22	scaled	scale	VERB
aesr-1337	13	23	farmers	farmer	NOUN
aesr-1337	13	24	to	to	PART
aesr-1337	13	25	increase	increase	VERB
aesr-1337	13	26	productivity	productivity	NOUN
aesr-1337	13	27	of	of	ADP
aesr-1337	13	28	farmers	farmer	NOUN
aesr-1337	13	29	.	.	PUNCT
aesr-1337	14	1	secondly	secondly	ADV
aesr-1337	14	2	,	,	PUNCT
aesr-1337	14	3	small	small	ADJ
aesr-1337	14	4	-	-	PUNCT
aesr-1337	14	5	scaled	scale	VERB
aesr-1337	14	6	farmers	farmer	NOUN
aesr-1337	14	7	in	in	ADP
aesr-1337	14	8	kintampo	kintampo	PROPN
aesr-1337	14	9	south	south	PROPN
aesr-1337	14	10	district	district	PROPN
aesr-1337	14	11	should	should	AUX
aesr-1337	14	12	be	be	AUX
aesr-1337	14	13	part	part	NOUN
aesr-1337	14	14	of	of	ADP
aesr-1337	14	15	vsla	vsla	NOUN
aesr-1337	14	16	and	and	CCONJ
aesr-1337	14	17	other	other	ADJ
aesr-1337	14	18	co	co	ADJ
aesr-1337	14	19	-	-	ADJ
aesr-1337	14	20	operate	operate	ADJ
aesr-1337	14	21	groups	group	NOUN
aesr-1337	14	22	to	to	PART
aesr-1337	14	23	acquire	acquire	VERB
aesr-1337	14	24	credit	credit	NOUN
aesr-1337	14	25	which	which	PRON
aesr-1337	14	26	will	will	AUX
aesr-1337	14	27	enable	enable	VERB
aesr-1337	14	28	them	they	PRON
aesr-1337	14	29	purchase	purchase	VERB
aesr-1337	14	30	necessary	necessary	ADJ
aesr-1337	14	31	input	input	NOUN
aesr-1337	14	32	required	require	VERB
aesr-1337	14	33	for	for	ADP
aesr-1337	14	34	cassava	cassava	NOUN
aesr-1337	14	35	farming	farming	NOUN
aesr-1337	14	36	activities	activity	NOUN
aesr-1337	14	37	.	.	PUNCT
aesr-1337	15	1	keywords	keyword	NOUN
aesr-1337	15	2	:	:	PUNCT
aesr-1337	15	3	cassava	cassava	NOUN
aesr-1337	15	4	,	,	PUNCT
aesr-1337	15	5	productivity	productivity	NOUN
aesr-1337	15	6	,	,	PUNCT
aesr-1337	15	7	credit	credit	NOUN
aesr-1337	15	8	,	,	PUNCT
aesr-1337	15	9	cobb	cobb	PROPN
aesr-1337	15	10	-	-	PUNCT
aesr-1337	15	11	douglas	douglas	PROPN
aesr-1337	15	12	production	production	PROPN
aesr-1337	15	13	function	function	NOUN
aesr-1337	15	14	model	model	NOUN
aesr-1337	15	15	,	,	PUNCT
aesr-1337	15	16	kintampo	kintampo	PROPN
aesr-1337	15	17	south	south	PROPN
aesr-1337	15	18	district	district	PROPN
aesr-1337	15	19	.	.	PUNCT
aesr-1337	16	1	citation	citation	NOUN
aesr-1337	16	2	|	|	PROPN
aesr-1337	16	3	maxwell	maxwell	PROPN
aesr-1337	16	4	amedi	amedi	PROPN
aesr-1337	16	5	;	;	PUNCT
aesr-1337	16	6	moses	moses	PROPN
aesr-1337	16	7	dumayiri	dumayiri	PROPN
aesr-1337	16	8	;	;	PUNCT
aesr-1337	16	9	mohammed	mohammed	PROPN
aesr-1337	16	10	abdulrashid	abdulrashid	PROPN
aesr-1337	16	11	suhuyini	suhuyini	PROPN
aesr-1337	16	12	(	(	PUNCT
aesr-1337	16	13	2020	2020	NUM
aesr-1337	16	14	)	)	PUNCT
aesr-1337	16	15	.	.	PUNCT
aesr-1337	17	1	effect	effect	NOUN
aesr-1337	17	2	of	of	ADP
aesr-1337	17	3	credit	credit	NOUN
aesr-1337	17	4	on	on	ADP
aesr-1337	17	5	cassava	cassava	NOUN
aesr-1337	17	6	productivity	productivity	NOUN
aesr-1337	17	7	in	in	ADP
aesr-1337	17	8	kintampo	kintampo	PROPN
aesr-1337	17	9	south	south	PROPN
aesr-1337	17	10	district	district	PROPN
aesr-1337	17	11	using	use	VERB
aesr-1337	17	12	cobb	cobb	PROPN
aesr-1337	17	13	-	-	PUNCT
aesr-1337	17	14	douglas	douglas	PROPN
aesr-1337	17	15	production	production	PROPN
aesr-1337	17	16	function	function	NOUN
aesr-1337	17	17	model	model	NOUN
aesr-1337	17	18	.	.	PUNCT
aesr-1337	18	1	agriculture	agriculture	NOUN
aesr-1337	18	2	and	and	CCONJ
aesr-1337	18	3	food	food	NOUN
aesr-1337	18	4	sciences	sciences	PROPN
aesr-1337	18	5	research	research	NOUN
aesr-1337	18	6	,	,	PUNCT
aesr-1337	18	7	7(1	7(1	NUM
aesr-1337	18	8	):	):	PUNCT
aesr-1337	18	9	16	16	NUM
aesr-1337	18	10	-	-	SYM
aesr-1337	18	11	21	21	NUM
aesr-1337	18	12	.	.	PUNCT
aesr-1337	19	1	history	history	NOUN
aesr-1337	19	2	:	:	PUNCT
aesr-1337	19	3	received	receive	VERB
aesr-1337	19	4	:	:	PUNCT
aesr-1337	19	5	11	11	NUM
aesr-1337	19	6	november	november	PROPN
aesr-1337	19	7	2019	2019	NUM
aesr-1337	19	8	revised	revise	VERB
aesr-1337	19	9	:	:	PUNCT
aesr-1337	19	10	16	16	NUM
aesr-1337	19	11	december	december	PROPN
aesr-1337	19	12	2019	2019	NUM
aesr-1337	19	13	accepted	accept	VERB
aesr-1337	19	14	:	:	PUNCT
aesr-1337	19	15	20	20	NUM
aesr-1337	19	16	january	january	PROPN
aesr-1337	19	17	2020	2020	NUM
aesr-1337	19	18	published	publish	VERB
aesr-1337	19	19	:	:	PUNCT
aesr-1337	19	20	19	19	NUM
aesr-1337	19	21	february	february	PROPN
aesr-1337	19	22	2020	2020	NUM
aesr-1337	19	23	licensed	license	VERB
aesr-1337	19	24	:	:	PUNCT
aesr-1337	19	25	this	this	DET
aesr-1337	19	26	work	work	NOUN
aesr-1337	19	27	is	be	AUX
aesr-1337	19	28	licensed	license	VERB
aesr-1337	19	29	under	under	ADP
aesr-1337	19	30	a	a	DET
aesr-1337	19	31	creative	creative	ADJ
aesr-1337	19	32	commons	common	NOUN
aesr-1337	19	33	attribution	attribution	NOUN
aesr-1337	19	34	3.0	3.0	NUM
aesr-1337	19	35	license	license	NOUN
aesr-1337	19	36	publisher	publisher	NOUN
aesr-1337	19	37	:	:	PUNCT
aesr-1337	19	38	asian	asian	ADJ
aesr-1337	19	39	online	online	PROPN
aesr-1337	19	40	journal	journal	PROPN
aesr-1337	19	41	publishing	publishing	NOUN
aesr-1337	19	42	group	group	NOUN
aesr-1337	19	43	acknowledgement	acknowledgement	NOUN
aesr-1337	19	44	:	:	PUNCT
aesr-1337	19	45	all	all	DET
aesr-1337	19	46	authors	author	NOUN
aesr-1337	19	47	contributed	contribute	VERB
aesr-1337	19	48	to	to	ADP
aesr-1337	19	49	the	the	DET
aesr-1337	19	50	conception	conception	NOUN
aesr-1337	19	51	and	and	CCONJ
aesr-1337	19	52	design	design	NOUN
aesr-1337	19	53	of	of	ADP
aesr-1337	19	54	the	the	DET
aesr-1337	19	55	study	study	NOUN
aesr-1337	19	56	.	.	PUNCT
aesr-1337	20	1	funding	funding	NOUN
aesr-1337	20	2	:	:	PUNCT
aesr-1337	20	3	this	this	DET
aesr-1337	20	4	study	study	NOUN
aesr-1337	20	5	received	receive	VERB
aesr-1337	20	6	no	no	DET
aesr-1337	20	7	specific	specific	ADJ
aesr-1337	20	8	financial	financial	ADJ
aesr-1337	20	9	support	support	NOUN
aesr-1337	20	10	.	.	PUNCT
aesr-1337	21	1	competing	compete	VERB
aesr-1337	21	2	interests	interest	NOUN
aesr-1337	21	3	:	:	PUNCT
aesr-1337	21	4	the	the	DET
aesr-1337	21	5	authors	author	NOUN
aesr-1337	21	6	declare	declare	VERB
aesr-1337	21	7	that	that	SCONJ
aesr-1337	21	8	they	they	PRON
aesr-1337	21	9	have	have	VERB
aesr-1337	21	10	no	no	DET
aesr-1337	21	11	conflict	conflict	NOUN
aesr-1337	21	12	of	of	ADP
aesr-1337	21	13	interests	interest	NOUN
aesr-1337	21	14	.	.	PUNCT
aesr-1337	22	1	transparency	transparency	NOUN
aesr-1337	22	2	:	:	PUNCT
aesr-1337	22	3	the	the	DET
aesr-1337	22	4	authors	author	NOUN
aesr-1337	22	5	confirm	confirm	VERB
aesr-1337	22	6	that	that	SCONJ
aesr-1337	22	7	the	the	DET
aesr-1337	22	8	manuscript	manuscript	NOUN
aesr-1337	22	9	is	be	AUX
aesr-1337	22	10	an	an	DET
aesr-1337	22	11	honest	honest	ADJ
aesr-1337	22	12	,	,	PUNCT
aesr-1337	22	13	accurate	accurate	ADJ
aesr-1337	22	14	,	,	PUNCT
aesr-1337	22	15	and	and	CCONJ
aesr-1337	22	16	transparent	transparent	ADJ
aesr-1337	22	17	account	account	NOUN
aesr-1337	22	18	of	of	ADP
aesr-1337	22	19	the	the	DET
aesr-1337	22	20	study	study	NOUN
aesr-1337	22	21	was	be	AUX
aesr-1337	22	22	reported	report	VERB
aesr-1337	22	23	;	;	PUNCT
aesr-1337	22	24	that	that	SCONJ
aesr-1337	22	25	no	no	DET
aesr-1337	22	26	vital	vital	ADJ
aesr-1337	22	27	features	feature	NOUN
aesr-1337	22	28	of	of	ADP
aesr-1337	22	29	the	the	DET
aesr-1337	22	30	study	study	NOUN
aesr-1337	22	31	have	have	AUX
aesr-1337	22	32	been	be	AUX
aesr-1337	22	33	omitted	omit	VERB
aesr-1337	22	34	;	;	PUNCT
aesr-1337	22	35	and	and	CCONJ
aesr-1337	22	36	that	that	SCONJ
aesr-1337	22	37	any	any	DET
aesr-1337	22	38	discrepancies	discrepancy	NOUN
aesr-1337	22	39	from	from	ADP
aesr-1337	22	40	the	the	DET
aesr-1337	22	41	study	study	NOUN
aesr-1337	22	42	as	as	SCONJ
aesr-1337	22	43	planned	plan	VERB
aesr-1337	22	44	have	have	AUX
aesr-1337	22	45	been	be	AUX
aesr-1337	22	46	explained	explain	VERB
aesr-1337	22	47	.	.	PUNCT
aesr-1337	23	1	ethical	ethical	ADJ
aesr-1337	23	2	:	:	PUNCT
aesr-1337	23	3	this	this	DET
aesr-1337	23	4	study	study	NOUN
aesr-1337	23	5	follows	follow	VERB
aesr-1337	23	6	all	all	DET
aesr-1337	23	7	ethical	ethical	ADJ
aesr-1337	23	8	practices	practice	NOUN
aesr-1337	23	9	during	during	ADP
aesr-1337	23	10	writing	writing	NOUN
aesr-1337	23	11	.	.	PUNCT
aesr-1337	24	1	contents	content	NOUN
aesr-1337	24	2	1	1	NUM
aesr-1337	24	3	.	.	PUNCT
aesr-1337	25	1	introduction	introduction	NOUN
aesr-1337	25	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
aesr-1337	26	1	17	17	NUM
aesr-1337	26	2	2	2	NUM
aesr-1337	26	3	.	.	PUNCT
aesr-1337	26	4	problem	problem	NOUN
aesr-1337	26	5	statement	statement	NOUN
aesr-1337	26	6	..........................................................................................................................................................................	..........................................................................................................................................................................	PUNCT
aesr-1337	27	1	17	17	NUM
aesr-1337	27	2	3	3	NUM
aesr-1337	27	3	.	.	PUNCT
aesr-1337	27	4	methodology	methodology	NOUN
aesr-1337	27	5	.....................................................................................................................................................................................	.....................................................................................................................................................................................	PUNCT
aesr-1337	28	1	17	17	NUM
aesr-1337	28	2	4	4	NUM
aesr-1337	28	3	.	.	PUNCT
aesr-1337	28	4	result	result	NOUN
aesr-1337	28	5	and	and	CCONJ
aesr-1337	28	6	discussions	discussion	NOUN
aesr-1337	28	7	...................................................................................................................................................................	...................................................................................................................................................................	PUNCT
aesr-1337	29	1	18	18	NUM
aesr-1337	29	2	5	5	NUM
aesr-1337	29	3	.	.	PUNCT
aesr-1337	29	4	conclusion	conclusion	NOUN
aesr-1337	29	5	.........................................................................................................................................................................................	.........................................................................................................................................................................................	PUNCT
aesr-1337	29	6	20	20	NUM
aesr-1337	29	7	6	6	NUM
aesr-1337	29	8	.	.	PUNCT
aesr-1337	30	1	recommendation	recommendation	NOUN
aesr-1337	30	2	..............................................................................................................................................................................	..............................................................................................................................................................................	PUNCT
aesr-1337	31	1	20	20	NUM
aesr-1337	31	2	references	reference	NOUN
aesr-1337	31	3	..............................................................................................................................................................................................	..............................................................................................................................................................................................	PUNCT
aesr-1337	31	4	21	21	NUM
aesr-1337	31	5	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.16.21&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.16.21&domain=pdf&date_stamp=2017-01-14	NOUN
aesr-1337	31	6	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.16.21&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.512.2020.71.16.21&domain=pdf&date_stamp=2017-01-14	PROPN
aesr-1337	31	7	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
aesr-1337	31	8	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
aesr-1337	31	9	https://www.asianonlinejournals.com/index.php/aesr/article/view/1337	https://www.asianonlinejournals.com/index.php/aesr/article/view/1337	PROPN
aesr-1337	31	10	https://orcid.org/0000-0001-7189-0774	https://orcid.org/0000-0001-7189-0774	ADP
aesr-1337	31	11	agriculture	agriculture	NOUN
aesr-1337	31	12	and	and	CCONJ
aesr-1337	31	13	food	food	NOUN
aesr-1337	31	14	sciences	sciences	PROPN
aesr-1337	31	15	research	research	NOUN
aesr-1337	31	16	,	,	PUNCT
aesr-1337	31	17	2020	2020	NUM
aesr-1337	31	18	,	,	PUNCT
aesr-1337	31	19	7(1	7(1	NUM
aesr-1337	31	20	):	):	PUNCT
aesr-1337	31	21	16	16	NUM
aesr-1337	31	22	-	-	SYM
aesr-1337	31	23	21	21	NUM
aesr-1337	31	24	17	17	NUM
aesr-1337	31	25	©	©	PROPN
aesr-1337	31	26	2020	2020	NUM
aesr-1337	31	27	by	by	ADP
aesr-1337	31	28	the	the	DET
aesr-1337	31	29	authors	author	NOUN
aesr-1337	31	30	;	;	PUNCT
aesr-1337	31	31	licensee	licensee	PROPN
aesr-1337	31	32	asian	asian	ADJ
aesr-1337	31	33	online	online	PROPN
aesr-1337	31	34	journal	journal	PROPN
aesr-1337	31	35	publishing	publishing	NOUN
aesr-1337	31	36	group	group	NOUN
aesr-1337	31	37	contribution	contribution	NOUN
aesr-1337	31	38	of	of	ADP
aesr-1337	31	39	this	this	DET
aesr-1337	31	40	paper	paper	NOUN
aesr-1337	31	41	to	to	ADP
aesr-1337	31	42	the	the	DET
aesr-1337	31	43	literature	literature	NOUN
aesr-1337	31	44	this	this	DET
aesr-1337	31	45	study	study	NOUN
aesr-1337	31	46	contributes	contribute	VERB
aesr-1337	31	47	to	to	ADP
aesr-1337	31	48	existing	exist	VERB
aesr-1337	31	49	literature	literature	NOUN
aesr-1337	31	50	by	by	ADP
aesr-1337	31	51	estimating	estimate	VERB
aesr-1337	31	52	the	the	DET
aesr-1337	31	53	effect	effect	NOUN
aesr-1337	31	54	of	of	ADP
aesr-1337	31	55	credit	credit	NOUN
aesr-1337	31	56	on	on	ADP
aesr-1337	31	57	cassava	cassava	NOUN
aesr-1337	31	58	productivity	productivity	NOUN
aesr-1337	31	59	in	in	ADP
aesr-1337	31	60	kintampo	kintampo	PROPN
aesr-1337	31	61	south	south	PROPN
aesr-1337	31	62	district	district	PROPN
aesr-1337	31	63	using	use	VERB
aesr-1337	31	64	cobb	cobb	PROPN
aesr-1337	31	65	-	-	PUNCT
aesr-1337	31	66	douglas	douglas	PROPN
aesr-1337	31	67	production	production	PROPN
aesr-1337	31	68	function	function	NOUN
aesr-1337	31	69	model	model	NOUN
aesr-1337	31	70	.	.	PUNCT
aesr-1337	32	1	1	1	X
aesr-1337	32	2	.	.	X
aesr-1337	32	3	introduction	introduction	NOUN
aesr-1337	32	4	cassava	cassava	NOUN
aesr-1337	32	5	remains	remain	VERB
aesr-1337	32	6	to	to	PART
aesr-1337	32	7	be	be	AUX
aesr-1337	32	8	one	one	NUM
aesr-1337	32	9	of	of	ADP
aesr-1337	32	10	the	the	DET
aesr-1337	32	11	most	most	ADV
aesr-1337	32	12	important	important	ADJ
aesr-1337	32	13	crops	crop	NOUN
aesr-1337	32	14	grown	grow	VERB
aesr-1337	32	15	in	in	ADP
aesr-1337	32	16	ghana	ghana	PROPN
aesr-1337	32	17	because	because	SCONJ
aesr-1337	32	18	of	of	ADP
aesr-1337	32	19	its	its	PRON
aesr-1337	32	20	adaptability	adaptability	NOUN
aesr-1337	32	21	to	to	ADP
aesr-1337	32	22	different	different	ADJ
aesr-1337	32	23	ecological	ecological	ADJ
aesr-1337	32	24	zones	zone	NOUN
aesr-1337	32	25	and	and	CCONJ
aesr-1337	32	26	its	its	PRON
aesr-1337	32	27	economic	economic	ADJ
aesr-1337	32	28	values	value	NOUN
aesr-1337	32	29	[	[	X
aesr-1337	32	30	1	1	NUM
aesr-1337	32	31	]	]	PUNCT
aesr-1337	32	32	.	.	PUNCT
aesr-1337	33	1	cassava	cassava	NOUN
aesr-1337	33	2	farming	farming	NOUN
aesr-1337	33	3	creates	create	VERB
aesr-1337	33	4	employment	employment	NOUN
aesr-1337	33	5	for	for	ADP
aesr-1337	33	6	about	about	ADV
aesr-1337	33	7	20	20	NUM
aesr-1337	33	8	%	%	NOUN
aesr-1337	33	9	percent	percent	NOUN
aesr-1337	33	10	of	of	ADP
aesr-1337	33	11	the	the	DET
aesr-1337	33	12	population	population	NOUN
aesr-1337	33	13	in	in	ADP
aesr-1337	33	14	ghana	ghana	PROPN
aesr-1337	33	15	in	in	ADP
aesr-1337	33	16	different	different	ADJ
aesr-1337	33	17	forms	form	NOUN
aesr-1337	33	18	of	of	ADP
aesr-1337	33	19	livelihood	livelihood	NOUN
aesr-1337	33	20	activities	activity	NOUN
aesr-1337	33	21	and	and	CCONJ
aesr-1337	33	22	serves	serve	VERB
aesr-1337	33	23	as	as	ADP
aesr-1337	33	24	a	a	DET
aesr-1337	33	25	major	major	ADJ
aesr-1337	33	26	source	source	NOUN
aesr-1337	33	27	of	of	ADP
aesr-1337	33	28	income	income	NOUN
aesr-1337	33	29	for	for	ADP
aesr-1337	33	30	households	household	NOUN
aesr-1337	33	31	.	.	PUNCT
aesr-1337	34	1	in	in	ADP
aesr-1337	34	2	spite	spite	NOUN
aesr-1337	34	3	of	of	ADP
aesr-1337	34	4	the	the	DET
aesr-1337	34	5	relevance	relevance	NOUN
aesr-1337	34	6	to	to	ADP
aesr-1337	34	7	the	the	DET
aesr-1337	34	8	economy	economy	NOUN
aesr-1337	34	9	,	,	PUNCT
aesr-1337	34	10	most	most	ADJ
aesr-1337	34	11	farmers	farmer	NOUN
aesr-1337	34	12	’	'	PUNCT
aesr-1337	34	13	find	find	VERB
aesr-1337	34	14	it	it	PRON
aesr-1337	34	15	difficult	difficult	ADJ
aesr-1337	34	16	to	to	PART
aesr-1337	34	17	access	access	VERB
aesr-1337	34	18	credit	credit	NOUN
aesr-1337	34	19	[	[	X
aesr-1337	34	20	2	2	NUM
aesr-1337	34	21	]	]	PUNCT
aesr-1337	34	22	to	to	PART
aesr-1337	34	23	go	go	VERB
aesr-1337	34	24	into	into	ADP
aesr-1337	34	25	its	its	PRON
aesr-1337	34	26	production	production	NOUN
aesr-1337	34	27	to	to	PART
aesr-1337	34	28	ensure	ensure	VERB
aesr-1337	34	29	food	food	NOUN
aesr-1337	34	30	security	security	NOUN
aesr-1337	34	31	[	[	X
aesr-1337	34	32	3	3	NUM
aesr-1337	34	33	]	]	PUNCT
aesr-1337	34	34	.	.	PUNCT
aesr-1337	35	1	this	this	PRON
aesr-1337	35	2	is	be	AUX
aesr-1337	35	3	because	because	SCONJ
aesr-1337	35	4	generally	generally	ADV
aesr-1337	35	5	agriculture	agriculture	NOUN
aesr-1337	35	6	cash	cash	NOUN
aesr-1337	35	7	flows	flow	NOUN
aesr-1337	35	8	are	be	AUX
aesr-1337	35	9	seasonal	seasonal	ADJ
aesr-1337	35	10	in	in	ADP
aesr-1337	35	11	nature	nature	NOUN
aesr-1337	35	12	(	(	PUNCT
aesr-1337	35	13	i.e.	i.e.	X
aesr-1337	35	14	cash	cash	NOUN
aesr-1337	35	15	inflows	inflow	NOUN
aesr-1337	35	16	and	and	CCONJ
aesr-1337	35	17	outflows	outflow	NOUN
aesr-1337	35	18	seldom	seldom	ADV
aesr-1337	35	19	occur	occur	VERB
aesr-1337	35	20	at	at	ADP
aesr-1337	35	21	the	the	DET
aesr-1337	35	22	same	same	ADJ
aesr-1337	35	23	time	time	NOUN
aesr-1337	35	24	;	;	PUNCT
aesr-1337	35	25	therefore	therefore	ADV
aesr-1337	35	26	farmers	farmer	NOUN
aesr-1337	35	27	are	be	AUX
aesr-1337	35	28	left	leave	VERB
aesr-1337	35	29	with	with	ADP
aesr-1337	35	30	no	no	DET
aesr-1337	35	31	option	option	NOUN
aesr-1337	35	32	than	than	ADP
aesr-1337	35	33	getting	get	VERB
aesr-1337	35	34	external	external	ADJ
aesr-1337	35	35	source	source	NOUN
aesr-1337	35	36	of	of	ADP
aesr-1337	35	37	funding	funding	NOUN
aesr-1337	35	38	to	to	PART
aesr-1337	35	39	meet	meet	VERB
aesr-1337	35	40	their	their	PRON
aesr-1337	35	41	expenditures	expenditure	NOUN
aesr-1337	35	42	which	which	PRON
aesr-1337	35	43	they	they	PRON
aesr-1337	35	44	do	do	AUX
aesr-1337	35	45	not	not	PART
aesr-1337	35	46	even	even	ADV
aesr-1337	35	47	get	get	VERB
aesr-1337	35	48	at	at	ADV
aesr-1337	35	49	all	all	PRON
aesr-1337	35	50	or	or	CCONJ
aesr-1337	35	51	record	record	VERB
aesr-1337	35	52	low	low	ADJ
aesr-1337	35	53	yield	yield	NOUN
aesr-1337	35	54	[	[	X
aesr-1337	35	55	4	4	NUM
aesr-1337	35	56	]	]	PUNCT
aesr-1337	35	57	.	.	PUNCT
aesr-1337	36	1	agricultural	agricultural	ADJ
aesr-1337	36	2	credit	credit	NOUN
aesr-1337	36	3	therefore	therefore	ADV
aesr-1337	36	4	plays	play	VERB
aesr-1337	36	5	short	short	ADV
aesr-1337	36	6	-	-	PUNCT
aesr-1337	36	7	circuiting	circuit	VERB
aesr-1337	36	8	role	role	NOUN
aesr-1337	36	9	in	in	ADP
aesr-1337	36	10	individual	individual	ADJ
aesr-1337	36	11	savings	saving	NOUN
aesr-1337	36	12	process	process	NOUN
aesr-1337	36	13	to	to	PART
aesr-1337	36	14	increase	increase	VERB
aesr-1337	36	15	investment	investment	NOUN
aesr-1337	36	16	in	in	ADP
aesr-1337	36	17	agriculture	agriculture	NOUN
aesr-1337	36	18	[	[	X
aesr-1337	36	19	5	5	NUM
aesr-1337	36	20	]	]	PUNCT
aesr-1337	36	21	.	.	PUNCT
aesr-1337	37	1	in	in	ADP
aesr-1337	37	2	a	a	DET
aesr-1337	37	3	research	research	NOUN
aesr-1337	37	4	done	do	VERB
aesr-1337	37	5	by	by	ADP
aesr-1337	37	6	jan	jan	PROPN
aesr-1337	37	7	and	and	CCONJ
aesr-1337	37	8	khan	khan	PROPN
aesr-1337	38	1	[	[	X
aesr-1337	38	2	4	4	X
aesr-1337	38	3	]	]	PUNCT
aesr-1337	38	4	and	and	CCONJ
aesr-1337	38	5	sial	sial	PROPN
aesr-1337	38	6	,	,	PUNCT
aesr-1337	38	7	et	et	PROPN
aesr-1337	38	8	al	al	PROPN
aesr-1337	38	9	.	.	PUNCT
aesr-1337	39	1	[	[	X
aesr-1337	39	2	6	6	NUM
aesr-1337	39	3	]	]	PUNCT
aesr-1337	39	4	it	it	PRON
aesr-1337	39	5	came	come	VERB
aesr-1337	39	6	out	out	ADP
aesr-1337	39	7	clear	clear	ADJ
aesr-1337	39	8	that	that	SCONJ
aesr-1337	39	9	agricultural	agricultural	ADJ
aesr-1337	39	10	credit	credit	NOUN
aesr-1337	39	11	plays	play	VERB
aesr-1337	39	12	crucial	crucial	ADJ
aesr-1337	39	13	role	role	NOUN
aesr-1337	39	14	in	in	ADP
aesr-1337	39	15	procuring	procure	VERB
aesr-1337	39	16	agricultural	agricultural	ADJ
aesr-1337	39	17	equipment	equipment	NOUN
aesr-1337	39	18	’s	’s	PART
aesr-1337	39	19	and	and	CCONJ
aesr-1337	39	20	machineries	machinery	NOUN
aesr-1337	39	21	,	,	PUNCT
aesr-1337	39	22	purchase	purchase	NOUN
aesr-1337	39	23	of	of	ADP
aesr-1337	39	24	raw	raw	ADJ
aesr-1337	39	25	materials	material	NOUN
aesr-1337	39	26	,	,	PUNCT
aesr-1337	39	27	payment	payment	NOUN
aesr-1337	39	28	of	of	ADP
aesr-1337	39	29	wages	wage	NOUN
aesr-1337	39	30	,	,	PUNCT
aesr-1337	39	31	acquisition	acquisition	NOUN
aesr-1337	39	32	of	of	ADP
aesr-1337	39	33	farm	farm	NOUN
aesr-1337	39	34	inputs	input	NOUN
aesr-1337	39	35	(	(	PUNCT
aesr-1337	39	36	stem	stem	NOUN
aesr-1337	39	37	,	,	PUNCT
aesr-1337	39	38	weedicide	weedicide	NOUN
aesr-1337	39	39	,	,	PUNCT
aesr-1337	39	40	pesticides	pesticide	NOUN
aesr-1337	39	41	,	,	PUNCT
aesr-1337	39	42	herbicides	herbicide	NOUN
aesr-1337	39	43	)	)	PUNCT
aesr-1337	39	44	to	to	PART
aesr-1337	39	45	increase	increase	VERB
aesr-1337	39	46	agricultural	agricultural	ADJ
aesr-1337	39	47	productivity	productivity	NOUN
aesr-1337	39	48	.	.	PUNCT
aesr-1337	40	1	in	in	ADP
aesr-1337	40	2	view	view	NOUN
aesr-1337	40	3	of	of	ADP
aesr-1337	40	4	this	this	PRON
aesr-1337	40	5	,	,	PUNCT
aesr-1337	40	6	government	government	NOUN
aesr-1337	40	7	’s	’s	PART
aesr-1337	40	8	strategy	strategy	NOUN
aesr-1337	40	9	over	over	ADP
aesr-1337	40	10	the	the	DET
aesr-1337	40	11	years	year	NOUN
aesr-1337	40	12	to	to	PART
aesr-1337	40	13	increase	increase	VERB
aesr-1337	40	14	agriculture	agriculture	NOUN
aesr-1337	40	15	productivity	productivity	NOUN
aesr-1337	40	16	and	and	CCONJ
aesr-1337	40	17	economic	economic	ADJ
aesr-1337	40	18	growth	growth	NOUN
aesr-1337	40	19	has	have	AUX
aesr-1337	40	20	been	be	AUX
aesr-1337	40	21	through	through	ADP
aesr-1337	40	22	agricultural	agricultural	ADJ
aesr-1337	40	23	programmes	programme	NOUN
aesr-1337	40	24	supported	support	VERB
aesr-1337	40	25	by	by	ADP
aesr-1337	40	26	the	the	DET
aesr-1337	40	27	government	government	NOUN
aesr-1337	40	28	or	or	CCONJ
aesr-1337	40	29	donors	donor	NOUN
aesr-1337	40	30	[	[	X
aesr-1337	40	31	7	7	NUM
aesr-1337	40	32	]	]	PUNCT
aesr-1337	40	33	.	.	PUNCT
aesr-1337	41	1	such	such	ADJ
aesr-1337	41	2	programmes	programme	NOUN
aesr-1337	41	3	have	have	VERB
aesr-1337	41	4	overall	overall	ADJ
aesr-1337	41	5	goal	goal	NOUN
aesr-1337	41	6	of	of	ADP
aesr-1337	41	7	raising	raise	VERB
aesr-1337	41	8	farmer	farmer	NOUN
aesr-1337	41	9	-	-	PUNCT
aesr-1337	41	10	household	household	NOUN
aesr-1337	41	11	income	income	NOUN
aesr-1337	41	12	and	and	CCONJ
aesr-1337	41	13	reducing	reduce	VERB
aesr-1337	41	14	poverty	poverty	NOUN
aesr-1337	41	15	through	through	ADP
aesr-1337	41	16	private	private	ADJ
aesr-1337	41	17	sector	sector	NOUN
aesr-1337	41	18	-	-	PUNCT
aesr-1337	41	19	led	lead	VERB
aesr-1337	41	20	and	and	CCONJ
aesr-1337	41	21	agribusiness	agribusiness	NOUN
aesr-1337	41	22	development	development	NOUN
aesr-1337	41	23	.	.	PUNCT
aesr-1337	42	1	recent	recent	ADJ
aesr-1337	42	2	research	research	NOUN
aesr-1337	42	3	by	by	ADP
aesr-1337	42	4	isser	isser	PROPN
aesr-1337	43	1	[	[	X
aesr-1337	43	2	8	8	NUM
aesr-1337	43	3	]	]	PUNCT
aesr-1337	43	4	revealed	reveal	VERB
aesr-1337	43	5	that	that	SCONJ
aesr-1337	43	6	the	the	DET
aesr-1337	43	7	volume	volume	NOUN
aesr-1337	43	8	of	of	ADP
aesr-1337	43	9	credit	credit	NOUN
aesr-1337	43	10	given	give	VERB
aesr-1337	43	11	by	by	ADP
aesr-1337	43	12	bank	bank	NOUN
aesr-1337	43	13	in	in	ADP
aesr-1337	43	14	in	in	ADP
aesr-1337	43	15	the	the	DET
aesr-1337	43	16	ghana	ghana	PROPN
aesr-1337	43	17	is	be	AUX
aesr-1337	43	18	on	on	ADP
aesr-1337	43	19	decline	decline	NOUN
aesr-1337	43	20	whiles	while	NOUN
aesr-1337	43	21	the	the	DET
aesr-1337	43	22	non	non	ADJ
aesr-1337	43	23	-	-	ADJ
aesr-1337	43	24	agricultural	agricultural	ADJ
aesr-1337	43	25	sector	sector	NOUN
aesr-1337	43	26	is	be	AUX
aesr-1337	43	27	higher	high	ADJ
aesr-1337	43	28	.	.	PUNCT
aesr-1337	44	1	from	from	ADP
aesr-1337	44	2	literature	literature	NOUN
aesr-1337	44	3	,	,	PUNCT
aesr-1337	44	4	the	the	DET
aesr-1337	44	5	few	few	ADJ
aesr-1337	44	6	studies	study	NOUN
aesr-1337	44	7	that	that	PRON
aesr-1337	44	8	exist	exist	VERB
aesr-1337	44	9	include	include	VERB
aesr-1337	44	10	;	;	PUNCT
aesr-1337	44	11	factors	factor	NOUN
aesr-1337	44	12	that	that	PRON
aesr-1337	44	13	influence	influence	NOUN
aesr-1337	44	14	demand	demand	NOUN
aesr-1337	44	15	of	of	ADP
aesr-1337	44	16	formal	formal	ADJ
aesr-1337	44	17	savings	saving	NOUN
aesr-1337	44	18	and	and	CCONJ
aesr-1337	44	19	lending	lending	NOUN
aesr-1337	44	20	facilities	facility	NOUN
aesr-1337	44	21	in	in	ADP
aesr-1337	44	22	ghana	ghana	PROPN
aesr-1337	44	23	by	by	ADP
aesr-1337	44	24	aryeetey	aryeetey	PROPN
aesr-1337	44	25	and	and	CCONJ
aesr-1337	44	26	gockel	gockel	NOUN
aesr-1337	45	1	[	[	X
aesr-1337	45	2	9	9	NUM
aesr-1337	45	3	]	]	SYM
aesr-1337	45	4	examination	examination	NOUN
aesr-1337	45	5	of	of	ADP
aesr-1337	45	6	credit	credit	NOUN
aesr-1337	45	7	supply	supply	NOUN
aesr-1337	45	8	from	from	ADP
aesr-1337	45	9	different	different	ADJ
aesr-1337	45	10	sectors	sector	NOUN
aesr-1337	45	11	of	of	ADP
aesr-1337	45	12	the	the	DET
aesr-1337	45	13	economy	economy	NOUN
aesr-1337	45	14	,	,	PUNCT
aesr-1337	45	15	agricultural	agricultural	ADJ
aesr-1337	45	16	credit	credit	NOUN
aesr-1337	45	17	and	and	CCONJ
aesr-1337	45	18	production	production	NOUN
aesr-1337	45	19	response	response	NOUN
aesr-1337	45	20	.	.	PUNCT
aesr-1337	46	1	in	in	SCONJ
aesr-1337	46	2	kintampo	kintampo	PROPN
aesr-1337	46	3	south	south	PROPN
aesr-1337	46	4	district	district	PROPN
aesr-1337	46	5	limited	limit	VERB
aesr-1337	46	6	or	or	CCONJ
aesr-1337	46	7	no	no	DET
aesr-1337	46	8	empirical	empirical	ADJ
aesr-1337	46	9	studies	study	NOUN
aesr-1337	46	10	exist	exist	VERB
aesr-1337	46	11	on	on	ADP
aesr-1337	46	12	the	the	DET
aesr-1337	46	13	effect	effect	NOUN
aesr-1337	46	14	of	of	ADP
aesr-1337	46	15	credit	credit	NOUN
aesr-1337	46	16	on	on	ADP
aesr-1337	46	17	cassava	cassava	NOUN
aesr-1337	46	18	productivity	productivity	NOUN
aesr-1337	46	19	.	.	PUNCT
aesr-1337	47	1	the	the	DET
aesr-1337	47	2	study	study	NOUN
aesr-1337	47	3	therefore	therefore	ADV
aesr-1337	47	4	seeks	seek	VERB
aesr-1337	47	5	to	to	PART
aesr-1337	47	6	ascertain	ascertain	VERB
aesr-1337	47	7	the	the	DET
aesr-1337	47	8	effect	effect	NOUN
aesr-1337	47	9	of	of	ADP
aesr-1337	47	10	credit	credit	NOUN
aesr-1337	47	11	on	on	ADP
aesr-1337	47	12	cassava	cassava	NOUN
aesr-1337	47	13	productivity	productivity	NOUN
aesr-1337	47	14	.	.	PUNCT
aesr-1337	48	1	this	this	DET
aesr-1337	48	2	paper	paper	NOUN
aesr-1337	48	3	,	,	PUNCT
aesr-1337	48	4	therefore	therefore	ADV
aesr-1337	48	5	intends	intend	VERB
aesr-1337	48	6	to	to	PART
aesr-1337	48	7	fill	fill	VERB
aesr-1337	48	8	the	the	DET
aesr-1337	48	9	knowledge	knowledge	NOUN
aesr-1337	48	10	gap	gap	NOUN
aesr-1337	48	11	.	.	PUNCT
aesr-1337	49	1	the	the	DET
aesr-1337	49	2	relevance	relevance	NOUN
aesr-1337	49	3	of	of	ADP
aesr-1337	49	4	this	this	DET
aesr-1337	49	5	study	study	NOUN
aesr-1337	49	6	can	can	AUX
aesr-1337	49	7	not	not	PART
aesr-1337	49	8	be	be	AUX
aesr-1337	49	9	over	over	ADV
aesr-1337	49	10	emphasized	emphasize	VERB
aesr-1337	49	11	.	.	PUNCT
aesr-1337	50	1	it	it	PRON
aesr-1337	50	2	is	be	AUX
aesr-1337	50	3	hoped	hope	VERB
aesr-1337	50	4	that	that	SCONJ
aesr-1337	50	5	the	the	DET
aesr-1337	50	6	facts	fact	NOUN
aesr-1337	50	7	and	and	CCONJ
aesr-1337	50	8	findings	finding	NOUN
aesr-1337	50	9	of	of	ADP
aesr-1337	50	10	the	the	DET
aesr-1337	50	11	study	study	NOUN
aesr-1337	50	12	will	will	AUX
aesr-1337	50	13	be	be	AUX
aesr-1337	50	14	relevant	relevant	ADJ
aesr-1337	50	15	to	to	ADP
aesr-1337	50	16	the	the	DET
aesr-1337	50	17	district	district	NOUN
aesr-1337	50	18	assembly	assembly	NOUN
aesr-1337	50	19	,	,	PUNCT
aesr-1337	50	20	policy	policy	NOUN
aesr-1337	50	21	makers	maker	NOUN
aesr-1337	50	22	and	and	CCONJ
aesr-1337	50	23	other	other	ADJ
aesr-1337	50	24	government	government	NOUN
aesr-1337	50	25	and	and	CCONJ
aesr-1337	50	26	non	non	ADJ
aesr-1337	50	27	-	-	ADJ
aesr-1337	50	28	governmental	governmental	ADJ
aesr-1337	50	29	organizations	organization	NOUN
aesr-1337	50	30	.	.	PUNCT
aesr-1337	51	1	the	the	DET
aesr-1337	51	2	study	study	NOUN
aesr-1337	51	3	will	will	AUX
aesr-1337	51	4	help	help	VERB
aesr-1337	51	5	provide	provide	VERB
aesr-1337	51	6	a	a	DET
aesr-1337	51	7	better	well	ADJ
aesr-1337	51	8	understanding	understanding	NOUN
aesr-1337	51	9	of	of	ADP
aesr-1337	51	10	whether	whether	SCONJ
aesr-1337	51	11	credit	credit	NOUN
aesr-1337	51	12	has	have	AUX
aesr-1337	51	13	any	any	DET
aesr-1337	51	14	impact	impact	NOUN
aesr-1337	51	15	on	on	ADP
aesr-1337	51	16	cassava	cassava	NOUN
aesr-1337	51	17	productivity	productivity	NOUN
aesr-1337	51	18	.	.	PUNCT
aesr-1337	52	1	findings	finding	NOUN
aesr-1337	52	2	in	in	ADP
aesr-1337	52	3	the	the	DET
aesr-1337	52	4	district	district	NOUN
aesr-1337	52	5	will	will	AUX
aesr-1337	52	6	help	help	VERB
aesr-1337	52	7	in	in	ADP
aesr-1337	52	8	the	the	DET
aesr-1337	52	9	design	design	NOUN
aesr-1337	52	10	of	of	ADP
aesr-1337	52	11	policies	policy	NOUN
aesr-1337	52	12	that	that	PRON
aesr-1337	52	13	will	will	AUX
aesr-1337	52	14	alleviate	alleviate	VERB
aesr-1337	52	15	poverty	poverty	NOUN
aesr-1337	52	16	,	,	PUNCT
aesr-1337	52	17	reduce	reduce	VERB
aesr-1337	52	18	vulnerability	vulnerability	NOUN
aesr-1337	52	19	,	,	PUNCT
aesr-1337	52	20	and	and	CCONJ
aesr-1337	52	21	improve	improve	VERB
aesr-1337	52	22	household	household	NOUN
aesr-1337	52	23	wellbeing	wellbeing	NOUN
aesr-1337	52	24	.	.	PUNCT
aesr-1337	53	1	the	the	DET
aesr-1337	53	2	study	study	NOUN
aesr-1337	53	3	will	will	AUX
aesr-1337	53	4	also	also	ADV
aesr-1337	53	5	be	be	AUX
aesr-1337	53	6	very	very	ADV
aesr-1337	53	7	useful	useful	ADJ
aesr-1337	53	8	to	to	ADP
aesr-1337	53	9	the	the	DET
aesr-1337	53	10	intellectual	intellectual	ADJ
aesr-1337	53	11	community	community	NOUN
aesr-1337	53	12	as	as	SCONJ
aesr-1337	53	13	it	it	PRON
aesr-1337	53	14	adds	add	VERB
aesr-1337	53	15	to	to	ADP
aesr-1337	53	16	the	the	DET
aesr-1337	53	17	available	available	ADJ
aesr-1337	53	18	literature	literature	NOUN
aesr-1337	53	19	on	on	ADP
aesr-1337	53	20	the	the	DET
aesr-1337	53	21	above	above	ADJ
aesr-1337	53	22	subject	subject	NOUN
aesr-1337	53	23	matter	matter	NOUN
aesr-1337	53	24	.	.	PUNCT
aesr-1337	54	1	2	2	X
aesr-1337	54	2	.	.	X
aesr-1337	54	3	problem	problem	NOUN
aesr-1337	54	4	statement	statement	NOUN
aesr-1337	54	5	cassava	cassava	NOUN
aesr-1337	54	6	producers	producer	NOUN
aesr-1337	54	7	in	in	ADP
aesr-1337	54	8	the	the	DET
aesr-1337	54	9	kintampo	kintampo	PROPN
aesr-1337	54	10	south	south	PROPN
aesr-1337	54	11	district	district	PROPN
aesr-1337	54	12	are	be	AUX
aesr-1337	54	13	mostly	mostly	ADV
aesr-1337	54	14	small	small	ADJ
aesr-1337	54	15	-	-	PUNCT
aesr-1337	54	16	scaled	scale	VERB
aesr-1337	54	17	farmers	farmer	NOUN
aesr-1337	54	18	.	.	PUNCT
aesr-1337	55	1	most	most	ADJ
aesr-1337	55	2	of	of	ADP
aesr-1337	55	3	these	these	DET
aesr-1337	55	4	farmers	farmer	NOUN
aesr-1337	55	5	cultivate	cultivate	VERB
aesr-1337	55	6	land	land	NOUN
aesr-1337	55	7	sizes	size	NOUN
aesr-1337	55	8	not	not	PART
aesr-1337	55	9	more	more	ADJ
aesr-1337	55	10	than	than	ADP
aesr-1337	55	11	five	five	NUM
aesr-1337	55	12	acres	acre	NOUN
aesr-1337	55	13	.	.	PUNCT
aesr-1337	56	1	farmers	farmer	NOUN
aesr-1337	56	2	,	,	PUNCT
aesr-1337	56	3	therefore	therefore	ADV
aesr-1337	56	4	,	,	PUNCT
aesr-1337	56	5	can	can	AUX
aesr-1337	56	6	barely	barely	ADV
aesr-1337	56	7	have	have	VERB
aesr-1337	56	8	surplus	surplus	NOUN
aesr-1337	56	9	on	on	ADP
aesr-1337	56	10	their	their	PRON
aesr-1337	56	11	generated	generate	VERB
aesr-1337	56	12	income	income	NOUN
aesr-1337	56	13	and	and	CCONJ
aesr-1337	56	14	thus	thus	ADV
aesr-1337	56	15	,	,	PUNCT
aesr-1337	56	16	save	save	VERB
aesr-1337	56	17	little	little	ADJ
aesr-1337	56	18	or	or	CCONJ
aesr-1337	56	19	none	none	NOUN
aesr-1337	56	20	for	for	ADP
aesr-1337	56	21	investment	investment	NOUN
aesr-1337	56	22	in	in	ADP
aesr-1337	56	23	their	their	PRON
aesr-1337	56	24	farm	farm	NOUN
aesr-1337	56	25	operations	operation	NOUN
aesr-1337	56	26	.	.	PUNCT
aesr-1337	57	1	low	low	ADJ
aesr-1337	57	2	savings	saving	NOUN
aesr-1337	57	3	among	among	ADP
aesr-1337	57	4	smallscaled	smallscaled	ADJ
aesr-1337	57	5	farmers	farmer	NOUN
aesr-1337	57	6	do	do	AUX
aesr-1337	57	7	not	not	PART
aesr-1337	57	8	encourage	encourage	VERB
aesr-1337	57	9	major	major	ADJ
aesr-1337	57	10	investment	investment	NOUN
aesr-1337	57	11	in	in	ADP
aesr-1337	57	12	agriculture	agriculture	NOUN
aesr-1337	57	13	in	in	ADP
aesr-1337	57	14	terms	term	NOUN
aesr-1337	57	15	of	of	ADP
aesr-1337	57	16	mechanization	mechanization	NOUN
aesr-1337	57	17	and	and	CCONJ
aesr-1337	57	18	therefore	therefore	ADV
aesr-1337	57	19	contribute	contribute	VERB
aesr-1337	57	20	little	little	ADJ
aesr-1337	57	21	output	output	NOUN
aesr-1337	57	22	.	.	PUNCT
aesr-1337	58	1	percentage	percentage	NOUN
aesr-1337	58	2	credit	credit	NOUN
aesr-1337	58	3	provided	provide	VERB
aesr-1337	58	4	by	by	ADP
aesr-1337	58	5	the	the	DET
aesr-1337	58	6	deposit	deposit	NOUN
aesr-1337	58	7	money	money	NOUN
aesr-1337	58	8	banks	bank	NOUN
aesr-1337	58	9	(	(	PUNCT
aesr-1337	58	10	dmb	dmb	PROPN
aesr-1337	58	11	)	)	PUNCT
aesr-1337	58	12	to	to	ADP
aesr-1337	58	13	cassava	cassava	NOUN
aesr-1337	58	14	producers	producer	NOUN
aesr-1337	58	15	in	in	ADP
aesr-1337	58	16	the	the	DET
aesr-1337	58	17	kintampo	kintampo	PROPN
aesr-1337	58	18	south	south	PROPN
aesr-1337	58	19	district	district	PROPN
aesr-1337	58	20	has	have	AUX
aesr-1337	58	21	been	be	AUX
aesr-1337	58	22	on	on	ADP
aesr-1337	58	23	a	a	DET
aesr-1337	58	24	persistent	persistent	ADJ
aesr-1337	58	25	decline	decline	NOUN
aesr-1337	58	26	compared	compare	VERB
aesr-1337	58	27	to	to	ADP
aesr-1337	58	28	the	the	DET
aesr-1337	58	29	volume	volume	NOUN
aesr-1337	58	30	of	of	ADP
aesr-1337	58	31	credit	credit	NOUN
aesr-1337	58	32	to	to	ADP
aesr-1337	58	33	the	the	DET
aesr-1337	58	34	non	non	ADJ
aesr-1337	58	35	-	-	ADJ
aesr-1337	58	36	agricultural	agricultural	ADJ
aesr-1337	58	37	sectors	sector	NOUN
aesr-1337	58	38	.	.	PUNCT
aesr-1337	59	1	district	district	NOUN
aesr-1337	59	2	farmers	farmer	NOUN
aesr-1337	59	3	who	who	PRON
aesr-1337	59	4	are	be	AUX
aesr-1337	59	5	fortunate	fortunate	ADJ
aesr-1337	59	6	to	to	PART
aesr-1337	59	7	receive	receive	VERB
aesr-1337	59	8	credit	credit	NOUN
aesr-1337	59	9	from	from	ADP
aesr-1337	59	10	these	these	DET
aesr-1337	59	11	commercial	commercial	ADJ
aesr-1337	59	12	banks	bank	NOUN
aesr-1337	59	13	receive	receive	VERB
aesr-1337	59	14	low	low	ADJ
aesr-1337	59	15	amount	amount	NOUN
aesr-1337	59	16	which	which	PRON
aesr-1337	59	17	scarcely	scarcely	ADV
aesr-1337	59	18	have	have	VERB
aesr-1337	59	19	the	the	DET
aesr-1337	59	20	propensity	propensity	NOUN
aesr-1337	59	21	to	to	PART
aesr-1337	59	22	increase	increase	VERB
aesr-1337	59	23	production	production	NOUN
aesr-1337	59	24	.	.	PUNCT
aesr-1337	60	1	the	the	DET
aesr-1337	60	2	tedious	tedious	ADJ
aesr-1337	60	3	and	and	CCONJ
aesr-1337	60	4	bureaucratic	bureaucratic	ADJ
aesr-1337	60	5	procedures	procedure	NOUN
aesr-1337	60	6	encountered	encounter	VERB
aesr-1337	60	7	by	by	ADP
aesr-1337	60	8	the	the	DET
aesr-1337	60	9	farmers	farmer	NOUN
aesr-1337	60	10	when	when	SCONJ
aesr-1337	60	11	accessing	access	VERB
aesr-1337	60	12	such	such	ADJ
aesr-1337	60	13	credits	credit	NOUN
aesr-1337	60	14	from	from	ADP
aesr-1337	60	15	financial	financial	ADJ
aesr-1337	60	16	institutions	institution	NOUN
aesr-1337	60	17	in	in	ADP
aesr-1337	60	18	the	the	DET
aesr-1337	60	19	kintampo	kintampo	PROPN
aesr-1337	60	20	south	south	PROPN
aesr-1337	60	21	district	district	PROPN
aesr-1337	60	22	discourages	discourage	VERB
aesr-1337	60	23	farmers	farmer	NOUN
aesr-1337	60	24	from	from	ADP
aesr-1337	60	25	taking	take	VERB
aesr-1337	60	26	credit	credit	NOUN
aesr-1337	60	27	.	.	PUNCT
aesr-1337	61	1	in	in	ADP
aesr-1337	61	2	spite	spite	NOUN
aesr-1337	61	3	of	of	ADP
aesr-1337	61	4	government	government	NOUN
aesr-1337	61	5	efforts	effort	NOUN
aesr-1337	61	6	to	to	PART
aesr-1337	61	7	facilitate	facilitate	VERB
aesr-1337	61	8	credit	credit	NOUN
aesr-1337	61	9	deepening	deepening	NOUN
aesr-1337	61	10	and	and	CCONJ
aesr-1337	61	11	credit	credit	NOUN
aesr-1337	61	12	widening	widening	NOUN
aesr-1337	61	13	among	among	ADP
aesr-1337	61	14	farmers	farmer	NOUN
aesr-1337	61	15	through	through	ADP
aesr-1337	61	16	financial	financial	ADJ
aesr-1337	61	17	institutions	institution	NOUN
aesr-1337	61	18	,	,	PUNCT
aesr-1337	61	19	most	most	ADJ
aesr-1337	61	20	farmers	farmer	NOUN
aesr-1337	61	21	are	be	AUX
aesr-1337	61	22	restricted	restrict	VERB
aesr-1337	61	23	to	to	ADP
aesr-1337	61	24	accessing	access	VERB
aesr-1337	61	25	credit	credit	NOUN
aesr-1337	61	26	or	or	CCONJ
aesr-1337	61	27	shun	shun	VERB
aesr-1337	61	28	completely	completely	ADV
aesr-1337	61	29	from	from	ADP
aesr-1337	61	30	taking	take	VERB
aesr-1337	61	31	credit	credit	NOUN
aesr-1337	61	32	from	from	ADP
aesr-1337	61	33	formal	formal	ADJ
aesr-1337	61	34	financial	financial	ADJ
aesr-1337	61	35	institutions	institution	NOUN
aesr-1337	61	36	.	.	PUNCT
aesr-1337	62	1	they	they	PRON
aesr-1337	62	2	,	,	PUNCT
aesr-1337	62	3	therefore	therefore	ADV
aesr-1337	62	4	,	,	PUNCT
aesr-1337	62	5	rely	rely	VERB
aesr-1337	62	6	primarily	primarily	ADV
aesr-1337	62	7	on	on	ADP
aesr-1337	62	8	informal	informal	ADJ
aesr-1337	62	9	credit	credit	NOUN
aesr-1337	62	10	sources	source	NOUN
aesr-1337	62	11	that	that	PRON
aesr-1337	62	12	supply	supply	VERB
aesr-1337	62	13	low	low	ADJ
aesr-1337	62	14	amount	amount	NOUN
aesr-1337	62	15	.	.	PUNCT
aesr-1337	63	1	these	these	DET
aesr-1337	63	2	concerns	concern	NOUN
aesr-1337	63	3	raise	raise	VERB
aesr-1337	63	4	the	the	DET
aesr-1337	63	5	following	follow	VERB
aesr-1337	63	6	research	research	NOUN
aesr-1337	63	7	questions	question	NOUN
aesr-1337	63	8	;	;	PUNCT
aesr-1337	64	1	1	1	X
aesr-1337	64	2	.	.	X
aesr-1337	65	1	what	what	PRON
aesr-1337	65	2	proportions	proportion	NOUN
aesr-1337	65	3	of	of	ADP
aesr-1337	65	4	small	small	ADJ
aesr-1337	65	5	-scaled	-scaled	ADJ
aesr-1337	65	6	cassava	cassava	NOUN
aesr-1337	65	7	farmers	farmer	NOUN
aesr-1337	65	8	in	in	ADP
aesr-1337	65	9	kintampo	kintampo	PROPN
aesr-1337	65	10	south	south	PROPN
aesr-1337	65	11	district	district	PROPN
aesr-1337	65	12	have	have	VERB
aesr-1337	65	13	access	access	NOUN
aesr-1337	65	14	to	to	ADP
aesr-1337	65	15	credit	credit	NOUN
aesr-1337	65	16	from	from	ADP
aesr-1337	65	17	financial	financial	ADJ
aesr-1337	65	18	institutions	institution	NOUN
aesr-1337	65	19	?	?	PUNCT
aesr-1337	66	1	2	2	X
aesr-1337	66	2	.	.	X
aesr-1337	66	3	does	do	AUX
aesr-1337	66	4	credit	credit	NOUN
aesr-1337	66	5	for	for	ADP
aesr-1337	66	6	small	small	ADJ
aesr-1337	66	7	scale	scale	NOUN
aesr-1337	66	8	-	-	PUNCT
aesr-1337	66	9	scale	scale	NOUN
aesr-1337	66	10	cassava	cassava	NOUN
aesr-1337	66	11	farmers	farmer	NOUN
aesr-1337	66	12	in	in	ADP
aesr-1337	66	13	kintampo	kintampo	PROPN
aesr-1337	66	14	south	south	PROPN
aesr-1337	66	15	district	district	PROPN
aesr-1337	66	16	have	have	VERB
aesr-1337	66	17	any	any	DET
aesr-1337	66	18	significant	significant	ADJ
aesr-1337	66	19	effect	effect	NOUN
aesr-1337	66	20	on	on	ADP
aesr-1337	66	21	their	their	PRON
aesr-1337	66	22	productivity	productivity	NOUN
aesr-1337	66	23	?	?	PUNCT
aesr-1337	67	1	2.1	2.1	NUM
aesr-1337	67	2	.	.	PUNCT
aesr-1337	67	3	objectives	objective	NOUN
aesr-1337	67	4	of	of	ADP
aesr-1337	67	5	the	the	DET
aesr-1337	67	6	study	study	NOUN
aesr-1337	67	7	the	the	DET
aesr-1337	67	8	objective	objective	NOUN
aesr-1337	67	9	of	of	ADP
aesr-1337	67	10	the	the	DET
aesr-1337	67	11	study	study	NOUN
aesr-1337	67	12	is	be	AUX
aesr-1337	67	13	to	to	PART
aesr-1337	67	14	assess	assess	VERB
aesr-1337	67	15	the	the	DET
aesr-1337	67	16	effect	effect	NOUN
aesr-1337	67	17	of	of	ADP
aesr-1337	67	18	credit	credit	NOUN
aesr-1337	67	19	on	on	ADP
aesr-1337	67	20	cassava	cassava	NOUN
aesr-1337	67	21	productivity	productivity	NOUN
aesr-1337	67	22	in	in	ADP
aesr-1337	67	23	kintampo	kintampo	PROPN
aesr-1337	67	24	south	south	PROPN
aesr-1337	67	25	district	district	PROPN
aesr-1337	67	26	of	of	ADP
aesr-1337	67	27	the	the	DET
aesr-1337	67	28	brong	brong	PROPN
aesr-1337	67	29	ahafo	ahafo	PROPN
aesr-1337	67	30	region	region	NOUN
aesr-1337	67	31	of	of	ADP
aesr-1337	67	32	ghana	ghana	PROPN
aesr-1337	67	33	2.2	2.2	NUM
aesr-1337	67	34	.	.	PUNCT
aesr-1337	68	1	specific	specific	ADJ
aesr-1337	68	2	objectives	objective	NOUN
aesr-1337	68	3	of	of	ADP
aesr-1337	68	4	the	the	DET
aesr-1337	68	5	study	study	NOUN
aesr-1337	68	6	1	1	NUM
aesr-1337	68	7	.	.	PUNCT
aesr-1337	68	8	to	to	PART
aesr-1337	68	9	estimate	estimate	VERB
aesr-1337	68	10	the	the	DET
aesr-1337	68	11	proportion	proportion	NOUN
aesr-1337	68	12	of	of	ADP
aesr-1337	68	13	small	small	ADJ
aesr-1337	68	14	scale	scale	NOUN
aesr-1337	68	15	cassava	cassava	NOUN
aesr-1337	68	16	farmers	farmer	NOUN
aesr-1337	68	17	in	in	ADP
aesr-1337	68	18	kintampo	kintampo	PROPN
aesr-1337	68	19	south	south	PROPN
aesr-1337	68	20	district	district	PROPN
aesr-1337	68	21	those	those	PRON
aesr-1337	68	22	have	have	VERB
aesr-1337	68	23	access	access	NOUN
aesr-1337	68	24	to	to	ADP
aesr-1337	68	25	credit	credit	NOUN
aesr-1337	68	26	from	from	ADP
aesr-1337	68	27	financial	financial	ADJ
aesr-1337	68	28	institutions	institution	NOUN
aesr-1337	68	29	.	.	PUNCT
aesr-1337	69	1	2	2	X
aesr-1337	69	2	.	.	PUNCT
aesr-1337	69	3	to	to	PART
aesr-1337	69	4	estimate	estimate	VERB
aesr-1337	69	5	the	the	DET
aesr-1337	69	6	effect	effect	NOUN
aesr-1337	69	7	of	of	ADP
aesr-1337	69	8	credit	credit	NOUN
aesr-1337	69	9	on	on	ADP
aesr-1337	69	10	cassava	cassava	NOUN
aesr-1337	69	11	productivity	productivity	NOUN
aesr-1337	69	12	in	in	ADP
aesr-1337	69	13	the	the	DET
aesr-1337	69	14	kintampo	kintampo	PROPN
aesr-1337	69	15	south	south	PROPN
aesr-1337	69	16	district	district	PROPN
aesr-1337	69	17	.	.	PUNCT
aesr-1337	70	1	3	3	X
aesr-1337	70	2	.	.	X
aesr-1337	70	3	methodology	methodology	NOUN
aesr-1337	70	4	3.1	3.1	NUM
aesr-1337	70	5	.	.	PUNCT
aesr-1337	71	1	theoretical	theoretical	ADJ
aesr-1337	71	2	framework	framework	NOUN
aesr-1337	71	3	the	the	DET
aesr-1337	71	4	cobb	cobb	PROPN
aesr-1337	71	5	-	-	PUNCT
aesr-1337	71	6	douglas	douglas	PROPN
aesr-1337	71	7	production	production	NOUN
aesr-1337	71	8	function	function	NOUN
aesr-1337	71	9	of	of	ADP
aesr-1337	71	10	the	the	DET
aesr-1337	71	11	form	form	NOUN
aesr-1337	71	12	y	y	PROPN
aesr-1337	71	13	=	=	PRON
aesr-1337	71	14	adαhβ	adαhβ	PROPN
aesr-1337	71	15	eɛ	eɛ	INTJ
aesr-1337	71	16	was	be	AUX
aesr-1337	71	17	also	also	ADV
aesr-1337	71	18	used	use	VERB
aesr-1337	71	19	to	to	PART
aesr-1337	71	20	access	access	VERB
aesr-1337	71	21	the	the	DET
aesr-1337	71	22	effect	effect	NOUN
aesr-1337	71	23	of	of	ADP
aesr-1337	71	24	credit	credit	NOUN
aesr-1337	71	25	on	on	ADP
aesr-1337	71	26	cassava	cassava	NOUN
aesr-1337	71	27	output	output	NOUN
aesr-1337	71	28	.	.	PUNCT
aesr-1337	72	1	this	this	DET
aesr-1337	72	2	equation	equation	NOUN
aesr-1337	72	3	is	be	AUX
aesr-1337	72	4	widely	widely	ADV
aesr-1337	72	5	used	use	VERB
aesr-1337	72	6	to	to	PART
aesr-1337	72	7	represent	represent	VERB
aesr-1337	72	8	the	the	DET
aesr-1337	72	9	relationship	relationship	NOUN
aesr-1337	72	10	of	of	ADP
aesr-1337	72	11	an	an	DET
aesr-1337	72	12	output	output	NOUN
aesr-1337	72	13	to	to	ADP
aesr-1337	72	14	inputs	input	NOUN
aesr-1337	72	15	.	.	PUNCT
aesr-1337	73	1	the	the	DET
aesr-1337	73	2	α	α	NOUN
aesr-1337	73	3	,	,	PUNCT
aesr-1337	73	4	and	and	CCONJ
aesr-1337	73	5	β	β	X
aesr-1337	73	6	,	,	PUNCT
aesr-1337	73	7	are	be	AUX
aesr-1337	73	8	the	the	DET
aesr-1337	73	9	output	output	NOUN
aesr-1337	73	10	elasticity	elasticity	NOUN
aesr-1337	73	11	of	of	ADP
aesr-1337	73	12	the	the	DET
aesr-1337	73	13	inputs	input	NOUN
aesr-1337	73	14	and	and	CCONJ
aesr-1337	73	15	the	the	DET
aesr-1337	73	16	ɛ	ɛ	PROPN
aesr-1337	73	17	is	be	AUX
aesr-1337	73	18	the	the	DET
aesr-1337	73	19	error	error	NOUN
aesr-1337	73	20	term	term	NOUN
aesr-1337	73	21	.	.	PUNCT
aesr-1337	74	1	the	the	DET
aesr-1337	74	2	effect	effect	NOUN
aesr-1337	74	3	of	of	ADP
aesr-1337	74	4	credit	credit	NOUN
aesr-1337	74	5	on	on	ADP
aesr-1337	74	6	cassava	cassava	NOUN
aesr-1337	74	7	output	output	NOUN
aesr-1337	74	8	.	.	PUNCT
aesr-1337	75	1	the	the	DET
aesr-1337	75	2	cobb	cobb	PROPN
aesr-1337	75	3	-	-	PUNCT
aesr-1337	75	4	douglas	douglas	PROPN
aesr-1337	75	5	production	production	NOUN
aesr-1337	75	6	function	function	NOUN
aesr-1337	75	7	is	be	AUX
aesr-1337	75	8	employed	employ	VERB
aesr-1337	75	9	to	to	PART
aesr-1337	75	10	estimate	estimate	VERB
aesr-1337	75	11	the	the	DET
aesr-1337	75	12	effect	effect	NOUN
aesr-1337	75	13	of	of	ADP
aesr-1337	75	14	credit	credit	NOUN
aesr-1337	75	15	on	on	ADP
aesr-1337	75	16	the	the	DET
aesr-1337	75	17	production	production	NOUN
aesr-1337	75	18	output	output	NOUN
aesr-1337	75	19	by	by	ADP
aesr-1337	75	20	the	the	DET
aesr-1337	75	21	small	small	ADJ
aesr-1337	75	22	-	-	PUNCT
aesr-1337	75	23	scale	scale	NOUN
aesr-1337	75	24	cassava	cassava	NOUN
aesr-1337	75	25	farmers	farmer	NOUN
aesr-1337	75	26	in	in	ADP
aesr-1337	75	27	kintampo	kintampo	PROPN
aesr-1337	75	28	south	south	PROPN
aesr-1337	75	29	district	district	PROPN
aesr-1337	75	30	.	.	PUNCT
aesr-1337	76	1	the	the	DET
aesr-1337	76	2	cobb	cobb	PROPN
aesr-1337	76	3	-	-	PUNCT
aesr-1337	76	4	douglas	douglas	PROPN
aesr-1337	76	5	production	production	NOUN
aesr-1337	76	6	function	function	NOUN
aesr-1337	76	7	is	be	AUX
aesr-1337	76	8	of	of	ADP
aesr-1337	76	9	the	the	DET
aesr-1337	76	10	form	form	NOUN
aesr-1337	76	11	:	:	PUNCT
aesr-1337	76	12	agriculture	agriculture	NOUN
aesr-1337	76	13	and	and	CCONJ
aesr-1337	76	14	food	food	NOUN
aesr-1337	76	15	sciences	sciences	PROPN
aesr-1337	76	16	research	research	NOUN
aesr-1337	76	17	,	,	PUNCT
aesr-1337	76	18	2020	2020	NUM
aesr-1337	76	19	,	,	PUNCT
aesr-1337	76	20	7(1	7(1	NUM
aesr-1337	76	21	):	):	PUNCT
aesr-1337	76	22	16	16	NUM
aesr-1337	76	23	-	-	SYM
aesr-1337	76	24	21	21	NUM
aesr-1337	76	25	18	18	NUM
aesr-1337	76	26	©	©	PROPN
aesr-1337	76	27	2020	2020	NUM
aesr-1337	76	28	by	by	ADP
aesr-1337	76	29	the	the	DET
aesr-1337	76	30	authors	author	NOUN
aesr-1337	76	31	;	;	PUNCT
aesr-1337	76	32	licensee	licensee	PROPN
aesr-1337	76	33	asian	asian	ADJ
aesr-1337	76	34	online	online	PROPN
aesr-1337	76	35	journal	journal	PROPN
aesr-1337	76	36	publishing	publishing	NOUN
aesr-1337	76	37	group	group	NOUN
aesr-1337	76	38	y	y	PROPN
aesr-1337	76	39	=	=	PROPN
aesr-1337	76	40	adαhβlβfā	adαhβlβfā	VERB
aesr-1337	76	41	the	the	DET
aesr-1337	76	42	production	production	NOUN
aesr-1337	76	43	function	function	NOUN
aesr-1337	76	44	is	be	AUX
aesr-1337	76	45	linearized	linearize	VERB
aesr-1337	76	46	to	to	PART
aesr-1337	76	47	obtain	obtain	VERB
aesr-1337	76	48	:	:	PUNCT
aesr-1337	76	49	iny	iny	ADJ
aesr-1337	76	50	=	=	SYM
aesr-1337	76	51	ina	ina	PROPN
aesr-1337	76	52	+	+	CCONJ
aesr-1337	76	53	αind	αind	NOUN
aesr-1337	76	54	+	+	CCONJ
aesr-1337	76	55	βinh	βinh	NOUN
aesr-1337	76	56	+	+	CCONJ
aesr-1337	76	57	ᵞinl	ᵞinl	NOUN
aesr-1337	76	58	+	+	CCONJ
aesr-1337	76	59	ãinf	ãinf	NOUN
aesr-1337	77	1	+	+	CCONJ
aesr-1337	77	2	ý	ý	PROPN
aesr-1337	77	3	…	…	SYM
aesr-1337	77	4	…	…	PUNCT
aesr-1337	77	5	…	…	PUNCT
aesr-1337	77	6	…	…	PUNCT
aesr-1337	77	7	…	…	PUNCT
aesr-1337	77	8	…	…	PUNCT
aesr-1337	77	9	…	…	PUNCT
aesr-1337	77	10	…	…	PUNCT
aesr-1337	77	11	…	…	PUNCT
aesr-1337	77	12	…	…	PUNCT
aesr-1337	77	13	…	…	PUNCT
aesr-1337	77	14	…	…	PUNCT
aesr-1337	77	15	…	…	PUNCT
aesr-1337	77	16	.(eqn	.(eqn	NOUN
aesr-1337	77	17	-1	-1	PRON
aesr-1337	77	18	)	)	PUNCT
aesr-1337	77	19	where	where	SCONJ
aesr-1337	77	20	;	;	PUNCT
aesr-1337	77	21	y	y	PROPN
aesr-1337	77	22	denotes	denote	VERB
aesr-1337	77	23	total	total	ADJ
aesr-1337	77	24	production	production	NOUN
aesr-1337	77	25	of	of	ADP
aesr-1337	77	26	cassava	cassava	NOUN
aesr-1337	77	27	(	(	PUNCT
aesr-1337	77	28	kg	kg	NOUN
aesr-1337	77	29	/	/	SYM
aesr-1337	77	30	acre	acre	NOUN
aesr-1337	77	31	)	)	PUNCT
aesr-1337	77	32	.	.	PUNCT
aesr-1337	78	1	d	d	NOUN
aesr-1337	78	2	denotes	denote	NOUN
aesr-1337	78	3	credit	credit	NOUN
aesr-1337	78	4	(	(	PUNCT
aesr-1337	78	5	amount	amount	NOUN
aesr-1337	78	6	in	in	ADP
aesr-1337	78	7	ghs	gh	NOUN
aesr-1337	78	8	)	)	PUNCT
aesr-1337	78	9	.	.	PUNCT
aesr-1337	79	1	h	h	PROPN
aesr-1337	79	2	denotes	denote	NOUN
aesr-1337	79	3	land	land	NOUN
aesr-1337	79	4	(	(	PUNCT
aesr-1337	79	5	acres	acre	NOUN
aesr-1337	79	6	)	)	PUNCT
aesr-1337	79	7	.	.	PUNCT
aesr-1337	80	1	l	l	NOUN
aesr-1337	80	2	denotes	denote	VERB
aesr-1337	80	3	labour	labour	ADJ
aesr-1337	80	4	input	input	NOUN
aesr-1337	80	5	(	(	PUNCT
aesr-1337	80	6	ghs	ghs	PROPN
aesr-1337	80	7	)	)	PUNCT
aesr-1337	80	8	.	.	PUNCT
aesr-1337	81	1	f	f	PROPN
aesr-1337	81	2	denotes	denote	VERB
aesr-1337	81	3	fertilizer	fertilizer	NOUN
aesr-1337	81	4	inputs	input	NOUN
aesr-1337	81	5	(	(	PUNCT
aesr-1337	81	6	kg	kg	NOUN
aesr-1337	81	7	)	)	PUNCT
aesr-1337	81	8	.	.	PUNCT
aesr-1337	82	1	a	a	DET
aesr-1337	82	2	denotes	denote	NOUN
aesr-1337	82	3	total	total	ADJ
aesr-1337	82	4	factor	factor	NOUN
aesr-1337	82	5	productivity	productivity	NOUN
aesr-1337	82	6	.	.	PUNCT
aesr-1337	83	1	ý	ý	PROPN
aesr-1337	83	2	denotes	denote	VERB
aesr-1337	83	3	error	error	NOUN
aesr-1337	83	4	term	term	NOUN
aesr-1337	83	5	which	which	PRON
aesr-1337	83	6	accounts	account	VERB
aesr-1337	83	7	for	for	ADP
aesr-1337	83	8	the	the	DET
aesr-1337	83	9	random	random	ADJ
aesr-1337	83	10	disturbances	disturbance	NOUN
aesr-1337	83	11	.	.	PUNCT
aesr-1337	84	1	α	α	X
aesr-1337	84	2	,	,	PUNCT
aesr-1337	84	3	β	β	X
aesr-1337	84	4	,	,	PUNCT
aesr-1337	84	5	ᵧ	ᵧ	NOUN
aesr-1337	84	6	,	,	PUNCT
aesr-1337	84	7	and	and	CCONJ
aesr-1337	84	8	ã	ã	X
aesr-1337	84	9	are	be	AUX
aesr-1337	84	10	the	the	DET
aesr-1337	84	11	parameters	parameter	NOUN
aesr-1337	84	12	to	to	PART
aesr-1337	84	13	be	be	AUX
aesr-1337	84	14	estimated	estimate	VERB
aesr-1337	84	15	.	.	PUNCT
aesr-1337	85	1	the	the	DET
aesr-1337	85	2	parameters	parameter	NOUN
aesr-1337	85	3	α	α	PRON
aesr-1337	85	4	,	,	PUNCT
aesr-1337	85	5	β	β	X
aesr-1337	85	6	,	,	PUNCT
aesr-1337	85	7	ᵧ	ᵧ	NOUN
aesr-1337	85	8	,	,	PUNCT
aesr-1337	85	9	and	and	CCONJ
aesr-1337	85	10	ã	ã	X
aesr-1337	85	11	are	be	AUX
aesr-1337	85	12	the	the	DET
aesr-1337	85	13	output	output	NOUN
aesr-1337	85	14	elasticities	elasticity	NOUN
aesr-1337	85	15	of	of	ADP
aesr-1337	85	16	credit	credit	NOUN
aesr-1337	85	17	,	,	PUNCT
aesr-1337	85	18	land	land	NOUN
aesr-1337	85	19	,	,	PUNCT
aesr-1337	85	20	labour	labour	NOUN
aesr-1337	85	21	and	and	CCONJ
aesr-1337	85	22	fertilizer	fertilizer	NOUN
aesr-1337	85	23	respectively	respectively	ADV
aesr-1337	85	24	.	.	PUNCT
aesr-1337	86	1	these	these	DET
aesr-1337	86	2	values	value	NOUN
aesr-1337	86	3	are	be	AUX
aesr-1337	86	4	constants	constant	NOUN
aesr-1337	86	5	determined	determine	VERB
aesr-1337	86	6	by	by	ADP
aesr-1337	86	7	available	available	ADJ
aesr-1337	86	8	technology	technology	NOUN
aesr-1337	86	9	.	.	PUNCT
aesr-1337	87	1	output	output	NOUN
aesr-1337	87	2	elasticity	elasticity	NOUN
aesr-1337	87	3	measures	measure	VERB
aesr-1337	87	4	the	the	DET
aesr-1337	87	5	responsiveness	responsiveness	NOUN
aesr-1337	87	6	of	of	ADP
aesr-1337	87	7	output	output	NOUN
aesr-1337	87	8	to	to	ADP
aesr-1337	87	9	a	a	DET
aesr-1337	87	10	change	change	NOUN
aesr-1337	87	11	in	in	ADP
aesr-1337	87	12	levels	level	NOUN
aesr-1337	87	13	of	of	ADP
aesr-1337	87	14	credit	credit	NOUN
aesr-1337	87	15	,	,	PUNCT
aesr-1337	87	16	land	land	NOUN
aesr-1337	87	17	,	,	PUNCT
aesr-1337	87	18	labour	labour	NOUN
aesr-1337	87	19	or	or	CCONJ
aesr-1337	87	20	fertilizer	fertilizer	NOUN
aesr-1337	87	21	used	use	VERB
aesr-1337	87	22	in	in	ADP
aesr-1337	87	23	production	production	NOUN
aesr-1337	87	24	,	,	PUNCT
aesr-1337	87	25	ceteris	ceteris	NOUN
aesr-1337	87	26	paribus	paribus	NOUN
aesr-1337	87	27	.	.	PUNCT
aesr-1337	88	1	α	α	X
aesr-1337	88	2	,	,	PUNCT
aesr-1337	88	3	β	β	X
aesr-1337	88	4	,	,	PUNCT
aesr-1337	88	5	ᵧ	ᵧ	NOUN
aesr-1337	88	6	,	,	PUNCT
aesr-1337	88	7	and	and	CCONJ
aesr-1337	88	8	ã	ã	X
aesr-1337	88	9	>	>	PUNCT
aesr-1337	88	10	0	0	NUM
aesr-1337	88	11	,	,	PUNCT
aesr-1337	88	12	implying	imply	VERB
aesr-1337	88	13	that	that	SCONJ
aesr-1337	88	14	,	,	PUNCT
aesr-1337	88	15	each	each	PRON
aesr-1337	88	16	of	of	ADP
aesr-1337	88	17	credit	credit	NOUN
aesr-1337	88	18	,	,	PUNCT
aesr-1337	88	19	land	land	NOUN
aesr-1337	88	20	,	,	PUNCT
aesr-1337	88	21	labour	labour	NOUN
aesr-1337	88	22	,	,	PUNCT
aesr-1337	88	23	and	and	CCONJ
aesr-1337	88	24	fertilizer	fertilizer	NOUN
aesr-1337	88	25	has	have	VERB
aesr-1337	88	26	positive	positive	ADJ
aesr-1337	88	27	correlation	correlation	NOUN
aesr-1337	88	28	with	with	ADP
aesr-1337	88	29	output	output	NOUN
aesr-1337	88	30	.	.	PUNCT
aesr-1337	89	1	the	the	DET
aesr-1337	89	2	efficiency	efficiency	NOUN
aesr-1337	89	3	or	or	CCONJ
aesr-1337	89	4	the	the	DET
aesr-1337	89	5	total	total	ADJ
aesr-1337	89	6	productivity	productivity	NOUN
aesr-1337	89	7	factor	factor	NOUN
aesr-1337	89	8	of	of	ADP
aesr-1337	89	9	the	the	DET
aesr-1337	89	10	available	available	ADJ
aesr-1337	89	11	technology	technology	NOUN
aesr-1337	89	12	will	will	AUX
aesr-1337	89	13	be	be	AUX
aesr-1337	89	14	shown	show	VERB
aesr-1337	89	15	by	by	ADP
aesr-1337	89	16	the	the	DET
aesr-1337	89	17	constant	constant	ADJ
aesr-1337	89	18	intercept	intercept	NOUN
aesr-1337	89	19	,	,	PUNCT
aesr-1337	89	20	a.	a.	NOUN
aesr-1337	89	21	3.2	3.2	NUM
aesr-1337	89	22	.	.	PUNCT
aesr-1337	90	1	methods	method	NOUN
aesr-1337	90	2	of	of	ADP
aesr-1337	90	3	analyses	analysis	NOUN
aesr-1337	90	4	objective	objective	ADJ
aesr-1337	90	5	1	1	NUM
aesr-1337	90	6	in	in	ADP
aesr-1337	90	7	order	order	NOUN
aesr-1337	90	8	to	to	PART
aesr-1337	90	9	estimate	estimate	VERB
aesr-1337	90	10	the	the	DET
aesr-1337	90	11	proportion	proportion	NOUN
aesr-1337	90	12	of	of	ADP
aesr-1337	90	13	small	small	ADJ
aesr-1337	90	14	scale	scale	NOUN
aesr-1337	90	15	cassava	cassava	NOUN
aesr-1337	90	16	farmers	farmer	NOUN
aesr-1337	90	17	in	in	ADP
aesr-1337	90	18	kintampo	kintampo	PROPN
aesr-1337	90	19	south	south	PROPN
aesr-1337	90	20	district	district	PROPN
aesr-1337	90	21	that	that	PRON
aesr-1337	90	22	have	have	VERB
aesr-1337	90	23	access	access	NOUN
aesr-1337	90	24	to	to	ADP
aesr-1337	90	25	credit	credit	NOUN
aesr-1337	90	26	from	from	ADP
aesr-1337	90	27	formal	formal	ADJ
aesr-1337	90	28	financial	financial	ADJ
aesr-1337	90	29	institutions	institution	NOUN
aesr-1337	90	30	,	,	PUNCT
aesr-1337	90	31	descriptive	descriptive	ADJ
aesr-1337	90	32	statistics	statistic	NOUN
aesr-1337	90	33	was	be	AUX
aesr-1337	90	34	used	use	VERB
aesr-1337	90	35	to	to	PART
aesr-1337	90	36	describe	describe	VERB
aesr-1337	90	37	the	the	DET
aesr-1337	90	38	proportion	proportion	NOUN
aesr-1337	90	39	of	of	ADP
aesr-1337	90	40	farmers	farmer	NOUN
aesr-1337	90	41	in	in	ADP
aesr-1337	90	42	the	the	DET
aesr-1337	90	43	study	study	NOUN
aesr-1337	90	44	area	area	NOUN
aesr-1337	90	45	that	that	PRON
aesr-1337	90	46	are	be	AUX
aesr-1337	90	47	currently	currently	ADV
aesr-1337	90	48	using	use	VERB
aesr-1337	90	49	credit	credit	NOUN
aesr-1337	90	50	from	from	ADP
aesr-1337	90	51	formal	formal	ADJ
aesr-1337	90	52	financial	financial	ADJ
aesr-1337	90	53	institutions	institution	NOUN
aesr-1337	90	54	.	.	PUNCT
aesr-1337	91	1	percentages	percentage	NOUN
aesr-1337	91	2	were	be	AUX
aesr-1337	91	3	mainly	mainly	ADV
aesr-1337	91	4	used	use	VERB
aesr-1337	91	5	to	to	PART
aesr-1337	91	6	describe	describe	VERB
aesr-1337	91	7	results	result	NOUN
aesr-1337	91	8	and	and	CCONJ
aesr-1337	91	9	then	then	ADV
aesr-1337	91	10	presented	present	VERB
aesr-1337	91	11	in	in	ADP
aesr-1337	91	12	tabular	tabular	PROPN
aesr-1337	91	13	form	form	NOUN
aesr-1337	91	14	.	.	PUNCT
aesr-1337	92	1	objective	objective	ADJ
aesr-1337	92	2	2	2	NUM
aesr-1337	92	3	in	in	ADP
aesr-1337	92	4	order	order	NOUN
aesr-1337	92	5	to	to	PART
aesr-1337	92	6	assess	assess	VERB
aesr-1337	92	7	the	the	DET
aesr-1337	92	8	effect	effect	NOUN
aesr-1337	92	9	of	of	ADP
aesr-1337	92	10	credit	credit	NOUN
aesr-1337	92	11	on	on	ADP
aesr-1337	92	12	cassava	cassava	NOUN
aesr-1337	92	13	productivity	productivity	NOUN
aesr-1337	92	14	in	in	ADP
aesr-1337	92	15	the	the	DET
aesr-1337	92	16	kintampo	kintampo	PROPN
aesr-1337	92	17	south	south	PROPN
aesr-1337	92	18	district	district	PROPN
aesr-1337	92	19	cobb	cobb	PROPN
aesr-1337	92	20	-	-	PUNCT
aesr-1337	92	21	douglas	douglas	PROPN
aesr-1337	92	22	production	production	NOUN
aesr-1337	92	23	function	function	NOUN
aesr-1337	92	24	model	model	NOUN
aesr-1337	92	25	was	be	AUX
aesr-1337	92	26	used	use	VERB
aesr-1337	92	27	.	.	PUNCT
aesr-1337	93	1	3.3	3.3	NUM
aesr-1337	93	2	.	.	PUNCT
aesr-1337	94	1	sample	sample	NOUN
aesr-1337	94	2	size	size	NOUN
aesr-1337	94	3	and	and	CCONJ
aesr-1337	94	4	sampling	sample	VERB
aesr-1337	94	5	technique	technique	NOUN
aesr-1337	94	6	the	the	DET
aesr-1337	94	7	snowball	snowball	ADJ
aesr-1337	94	8	sampling	sampling	NOUN
aesr-1337	94	9	technique	technique	NOUN
aesr-1337	94	10	was	be	AUX
aesr-1337	94	11	used	use	VERB
aesr-1337	94	12	to	to	PART
aesr-1337	94	13	obtain	obtain	VERB
aesr-1337	94	14	the	the	DET
aesr-1337	94	15	sample	sample	NOUN
aesr-1337	94	16	size	size	NOUN
aesr-1337	94	17	of	of	ADP
aesr-1337	94	18	60	60	NUM
aesr-1337	94	19	smallscaled	smallscaled	ADJ
aesr-1337	94	20	cassava	cassava	NOUN
aesr-1337	94	21	farmers	farmer	NOUN
aesr-1337	94	22	.	.	PUNCT
aesr-1337	95	1	one	one	NUM
aesr-1337	95	2	of	of	ADP
aesr-1337	95	3	the	the	DET
aesr-1337	95	4	smallscaled	smallscaled	ADJ
aesr-1337	95	5	cassava	cassava	NOUN
aesr-1337	95	6	farmers	farmer	NOUN
aesr-1337	95	7	who	who	PRON
aesr-1337	95	8	was	be	AUX
aesr-1337	95	9	available	available	ADJ
aesr-1337	95	10	and	and	CCONJ
aesr-1337	95	11	ready	ready	ADJ
aesr-1337	95	12	to	to	PART
aesr-1337	95	13	speak	speak	VERB
aesr-1337	95	14	to	to	PART
aesr-1337	95	15	was	be	AUX
aesr-1337	95	16	first	first	ADV
aesr-1337	95	17	contacted	contact	VERB
aesr-1337	95	18	.	.	PUNCT
aesr-1337	96	1	after	after	ADP
aesr-1337	96	2	answering	answer	VERB
aesr-1337	96	3	my	my	PRON
aesr-1337	96	4	questions	question	NOUN
aesr-1337	96	5	,	,	PUNCT
aesr-1337	96	6	he	he	PRON
aesr-1337	96	7	directed	direct	VERB
aesr-1337	96	8	me	i	PRON
aesr-1337	96	9	to	to	ADP
aesr-1337	96	10	the	the	DET
aesr-1337	96	11	next	next	ADJ
aesr-1337	96	12	farmer	farmer	NOUN
aesr-1337	96	13	who	who	PRON
aesr-1337	96	14	then	then	ADV
aesr-1337	96	15	also	also	ADV
aesr-1337	96	16	directed	direct	VERB
aesr-1337	96	17	me	i	PRON
aesr-1337	96	18	to	to	ADP
aesr-1337	96	19	another	another	DET
aesr-1337	96	20	farmer	farmer	NOUN
aesr-1337	96	21	after	after	ADP
aesr-1337	96	22	responding	respond	VERB
aesr-1337	96	23	to	to	ADP
aesr-1337	96	24	my	my	PRON
aesr-1337	96	25	questions	question	NOUN
aesr-1337	96	26	till	till	SCONJ
aesr-1337	96	27	i	i	PRON
aesr-1337	96	28	had	have	VERB
aesr-1337	96	29	a	a	DET
aesr-1337	96	30	total	total	NOUN
aesr-1337	96	31	of	of	ADP
aesr-1337	96	32	60	60	NUM
aesr-1337	96	33	small	small	ADJ
aesr-1337	96	34	-	-	PUNCT
aesr-1337	96	35	scale	scale	NOUN
aesr-1337	96	36	cassava	cassava	NOUN
aesr-1337	96	37	farmers	farmer	NOUN
aesr-1337	96	38	.	.	PUNCT
aesr-1337	97	1	primary	primary	ADJ
aesr-1337	97	2	data	datum	NOUN
aesr-1337	97	3	was	be	AUX
aesr-1337	97	4	collected	collect	VERB
aesr-1337	97	5	from	from	ADP
aesr-1337	97	6	the	the	DET
aesr-1337	97	7	cassava	cassava	NOUN
aesr-1337	97	8	farmers	farmer	NOUN
aesr-1337	97	9	by	by	ADP
aesr-1337	97	10	administering	administer	VERB
aesr-1337	97	11	structured	structured	ADJ
aesr-1337	97	12	questionnaires	questionnaire	NOUN
aesr-1337	97	13	.	.	PUNCT
aesr-1337	98	1	3.4	3.4	NUM
aesr-1337	98	2	.	.	PUNCT
aesr-1337	98	3	method	method	NOUN
aesr-1337	98	4	of	of	ADP
aesr-1337	98	5	data	datum	NOUN
aesr-1337	98	6	collection	collection	NOUN
aesr-1337	98	7	interviews	interview	NOUN
aesr-1337	98	8	using	use	VERB
aesr-1337	98	9	structured	structured	ADJ
aesr-1337	98	10	questionnaire	questionnaire	NOUN
aesr-1337	98	11	were	be	AUX
aesr-1337	98	12	the	the	DET
aesr-1337	98	13	main	main	ADJ
aesr-1337	98	14	techniques	technique	NOUN
aesr-1337	98	15	used	use	VERB
aesr-1337	98	16	in	in	ADP
aesr-1337	98	17	the	the	DET
aesr-1337	98	18	gathering	gathering	NOUN
aesr-1337	98	19	the	the	DET
aesr-1337	98	20	requisite	requisite	ADJ
aesr-1337	98	21	data	datum	NOUN
aesr-1337	98	22	.	.	PUNCT
aesr-1337	99	1	open	open	ADJ
aesr-1337	99	2	and	and	CCONJ
aesr-1337	99	3	close	close	ADV
aesr-1337	99	4	-	-	PUNCT
aesr-1337	99	5	ended	end	VERB
aesr-1337	99	6	questions	question	NOUN
aesr-1337	99	7	were	be	AUX
aesr-1337	99	8	used	use	VERB
aesr-1337	99	9	.	.	PUNCT
aesr-1337	100	1	some	some	PRON
aesr-1337	100	2	of	of	ADP
aesr-1337	100	3	the	the	DET
aesr-1337	100	4	information	information	NOUN
aesr-1337	100	5	collected	collect	VERB
aesr-1337	100	6	from	from	ADP
aesr-1337	100	7	farmers	farmer	NOUN
aesr-1337	100	8	includes	include	VERB
aesr-1337	100	9	age	age	NOUN
aesr-1337	100	10	,	,	PUNCT
aesr-1337	100	11	sex	sex	NOUN
aesr-1337	100	12	,	,	PUNCT
aesr-1337	100	13	marital	marital	ADJ
aesr-1337	100	14	status	status	NOUN
aesr-1337	100	15	,	,	PUNCT
aesr-1337	100	16	level	level	NOUN
aesr-1337	100	17	of	of	ADP
aesr-1337	100	18	education	education	NOUN
aesr-1337	100	19	,	,	PUNCT
aesr-1337	100	20	household	household	NOUN
aesr-1337	100	21	size	size	NOUN
aesr-1337	100	22	and	and	CCONJ
aesr-1337	100	23	farming	farming	NOUN
aesr-1337	100	24	experience	experience	NOUN
aesr-1337	100	25	e.t.c	e.t.c	ADV
aesr-1337	100	26	.	.	PUNCT
aesr-1337	101	1	the	the	DET
aesr-1337	101	2	openended	openende	VERB
aesr-1337	101	3	questions	question	NOUN
aesr-1337	101	4	were	be	AUX
aesr-1337	101	5	to	to	PART
aesr-1337	101	6	bring	bring	VERB
aesr-1337	101	7	out	out	ADP
aesr-1337	101	8	understanding	understanding	NOUN
aesr-1337	101	9	of	of	ADP
aesr-1337	101	10	the	the	DET
aesr-1337	101	11	situation	situation	NOUN
aesr-1337	101	12	on	on	ADP
aesr-1337	101	13	the	the	DET
aesr-1337	101	14	ground	ground	NOUN
aesr-1337	101	15	.	.	PUNCT
aesr-1337	102	1	3.5	3.5	NUM
aesr-1337	102	2	.	.	PUNCT
aesr-1337	103	1	study	study	NOUN
aesr-1337	103	2	area	area	NOUN
aesr-1337	103	3	the	the	DET
aesr-1337	103	4	study	study	NOUN
aesr-1337	103	5	was	be	AUX
aesr-1337	103	6	conducted	conduct	VERB
aesr-1337	103	7	in	in	ADP
aesr-1337	103	8	kintampo	kintampo	PROPN
aesr-1337	103	9	south	south	PROPN
aesr-1337	103	10	district	district	PROPN
aesr-1337	103	11	of	of	ADP
aesr-1337	103	12	brong	brong	PROPN
aesr-1337	103	13	ahafo	ahafo	PROPN
aesr-1337	103	14	region	region	NOUN
aesr-1337	103	15	of	of	ADP
aesr-1337	103	16	ghana	ghana	PROPN
aesr-1337	103	17	.	.	PUNCT
aesr-1337	104	1	kintampo	kintampo	PROPN
aesr-1337	104	2	south	south	PROPN
aesr-1337	104	3	district	district	PROPN
aesr-1337	104	4	is	be	AUX
aesr-1337	104	5	a	a	DET
aesr-1337	104	6	political	political	ADJ
aesr-1337	104	7	and	and	CCONJ
aesr-1337	104	8	administrative	administrative	ADJ
aesr-1337	104	9	entity	entity	NOUN
aesr-1337	104	10	which	which	PRON
aesr-1337	104	11	shares	share	VERB
aesr-1337	104	12	boundaries	boundary	NOUN
aesr-1337	104	13	with	with	ADP
aesr-1337	104	14	kintampo	kintampo	PROPN
aesr-1337	104	15	north	north	PROPN
aesr-1337	104	16	municipality	municipality	PROPN
aesr-1337	104	17	to	to	ADP
aesr-1337	104	18	the	the	DET
aesr-1337	104	19	north	north	NOUN
aesr-1337	104	20	,	,	PUNCT
aesr-1337	104	21	to	to	ADP
aesr-1337	104	22	the	the	DET
aesr-1337	104	23	south	south	NOUN
aesr-1337	104	24	by	by	ADP
aesr-1337	104	25	nkoranza	nkoranza	NOUN
aesr-1337	104	26	and	and	CCONJ
aesr-1337	104	27	techiman	techiman	NOUN
aesr-1337	104	28	,	,	PUNCT
aesr-1337	104	29	to	to	ADP
aesr-1337	104	30	the	the	DET
aesr-1337	104	31	east	east	NOUN
aesr-1337	104	32	by	by	ADP
aesr-1337	104	33	atebubu	atebubu	ADJ
aesr-1337	104	34	and	and	CCONJ
aesr-1337	104	35	pru	pru	ADJ
aesr-1337	104	36	districts	district	NOUN
aesr-1337	104	37	and	and	CCONJ
aesr-1337	104	38	to	to	ADP
aesr-1337	104	39	the	the	DET
aesr-1337	104	40	west	west	NOUN
aesr-1337	104	41	by	by	ADP
aesr-1337	104	42	wenchi	wenchi	PROPN
aesr-1337	104	43	municpal	municpal	PROPN
aesr-1337	104	44	.	.	PUNCT
aesr-1337	105	1	it	it	PRON
aesr-1337	105	2	lies	lie	VERB
aesr-1337	105	3	within	within	ADP
aesr-1337	105	4	longitude	longitude	ADJ
aesr-1337	105	5	10º	10º	NOUN
aesr-1337	105	6	20º	20º	PROPN
aesr-1337	105	7	west	west	PROPN
aesr-1337	105	8	and	and	CCONJ
aesr-1337	105	9	20º	20º	PROPN
aesr-1337	105	10	10º	10º	PROPN
aesr-1337	105	11	east	east	PROPN
aesr-1337	105	12	and	and	CCONJ
aesr-1337	105	13	latitude	latitude	NOUN
aesr-1337	105	14	80º	80º	NOUN
aesr-1337	105	15	15º	15º	NOUN
aesr-1337	105	16	north	north	ADV
aesr-1337	105	17	and	and	CCONJ
aesr-1337	105	18	70º	70º	NUM
aesr-1337	105	19	45º	45º	PROPN
aesr-1337	105	20	south	south	ADV
aesr-1337	105	21	.	.	PUNCT
aesr-1337	106	1	the	the	DET
aesr-1337	106	2	district	district	NOUN
aesr-1337	106	3	which	which	PRON
aesr-1337	106	4	is	be	AUX
aesr-1337	106	5	one	one	NUM
aesr-1337	106	6	of	of	ADP
aesr-1337	106	7	the	the	DET
aesr-1337	106	8	27	27	NUM
aesr-1337	106	9	in	in	ADP
aesr-1337	106	10	brong	brong	PROPN
aesr-1337	106	11	ahafo	ahafo	PROPN
aesr-1337	106	12	has	have	VERB
aesr-1337	106	13	jema	jema	NOUN
aesr-1337	106	14	as	as	ADP
aesr-1337	106	15	its	its	PRON
aesr-1337	106	16	capital	capital	NOUN
aesr-1337	106	17	with	with	ADP
aesr-1337	106	18	an	an	DET
aesr-1337	106	19	estimated	estimate	VERB
aesr-1337	106	20	population	population	NOUN
aesr-1337	106	21	of	of	ADP
aesr-1337	106	22	6300	6300	NUM
aesr-1337	107	1	[	[	X
aesr-1337	107	2	10	10	NUM
aesr-1337	107	3	]	]	PUNCT
aesr-1337	107	4	.	.	PUNCT
aesr-1337	108	1	the	the	DET
aesr-1337	108	2	district	district	NOUN
aesr-1337	108	3	is	be	AUX
aesr-1337	108	4	mainly	mainly	ADV
aesr-1337	108	5	inhabited	inhabit	VERB
aesr-1337	108	6	by	by	ADP
aesr-1337	108	7	the	the	DET
aesr-1337	108	8	mo	mo	PROPN
aesr-1337	108	9	and	and	CCONJ
aesr-1337	108	10	bono	bono	X
aesr-1337	108	11	together	together	ADV
aesr-1337	108	12	with	with	ADP
aesr-1337	108	13	a	a	DET
aesr-1337	108	14	multiplicity	multiplicity	NOUN
aesr-1337	108	15	of	of	ADP
aesr-1337	108	16	other	other	ADJ
aesr-1337	108	17	ethnic	ethnic	ADJ
aesr-1337	108	18	groups	group	NOUN
aesr-1337	108	19	such	such	ADJ
aesr-1337	108	20	as	as	ADP
aesr-1337	108	21	the	the	DET
aesr-1337	108	22	dagaabas	dagaabas	PROPN
aesr-1337	108	23	,	,	PUNCT
aesr-1337	108	24	dagombas	dagombas	PROPN
aesr-1337	108	25	,	,	PUNCT
aesr-1337	108	26	frafra	frafra	NOUN
aesr-1337	108	27	,	,	PUNCT
aesr-1337	108	28	ashantis	ashantis	PROPN
aesr-1337	108	29	,	,	PUNCT
aesr-1337	108	30	lobi	lobi	PROPN
aesr-1337	108	31	and	and	CCONJ
aesr-1337	108	32	wala	wala	PROPN
aesr-1337	108	33	in	in	ADP
aesr-1337	108	34	the	the	DET
aesr-1337	108	35	district	district	NOUN
aesr-1337	108	36	.	.	PUNCT
aesr-1337	109	1	the	the	DET
aesr-1337	109	2	district	district	NOUN
aesr-1337	109	3	has	have	VERB
aesr-1337	109	4	122	122	NUM
aesr-1337	109	5	communities	community	NOUN
aesr-1337	109	6	many	many	ADJ
aesr-1337	109	7	of	of	ADP
aesr-1337	109	8	which	which	PRON
aesr-1337	109	9	are	be	AUX
aesr-1337	109	10	hard	hard	ADJ
aesr-1337	109	11	to	to	PART
aesr-1337	109	12	reach	reach	VERB
aesr-1337	109	13	especially	especially	ADV
aesr-1337	109	14	in	in	ADP
aesr-1337	109	15	the	the	DET
aesr-1337	109	16	wet	wet	ADJ
aesr-1337	109	17	or	or	CCONJ
aesr-1337	109	18	rainy	rainy	ADJ
aesr-1337	109	19	season	season	NOUN
aesr-1337	109	20	.	.	PUNCT
aesr-1337	110	1	the	the	DET
aesr-1337	110	2	district	district	NOUN
aesr-1337	110	3	has	have	VERB
aesr-1337	110	4	three	three	NUM
aesr-1337	110	5	(	(	PUNCT
aesr-1337	110	6	3	3	X
aesr-1337	110	7	)	)	PUNCT
aesr-1337	110	8	major	major	ADJ
aesr-1337	110	9	weekly	weekly	ADJ
aesr-1337	110	10	markets	market	NOUN
aesr-1337	110	11	located	locate	VERB
aesr-1337	110	12	at	at	ADP
aesr-1337	110	13	jema	jema	NOUN
aesr-1337	110	14	(	(	PUNCT
aesr-1337	110	15	tuesday	tuesday	PROPN
aesr-1337	110	16	)	)	PUNCT
aesr-1337	110	17	,	,	PUNCT
aesr-1337	110	18	apesika	apesika	NOUN
aesr-1337	110	19	(	(	PUNCT
aesr-1337	110	20	thursday	thursday	PROPN
aesr-1337	110	21	)	)	PUNCT
aesr-1337	110	22	and	and	CCONJ
aesr-1337	110	23	anyima	anyima	PROPN
aesr-1337	110	24	(	(	PUNCT
aesr-1337	110	25	monday	monday	PROPN
aesr-1337	110	26	)	)	PUNCT
aesr-1337	110	27	.	.	PUNCT
aesr-1337	111	1	these	these	DET
aesr-1337	111	2	markets	market	NOUN
aesr-1337	111	3	are	be	AUX
aesr-1337	111	4	patronised	patronise	VERB
aesr-1337	111	5	mainly	mainly	ADV
aesr-1337	111	6	by	by	ADP
aesr-1337	111	7	farmers	farmer	NOUN
aesr-1337	111	8	and	and	CCONJ
aesr-1337	111	9	middlemen	middleman	NOUN
aesr-1337	111	10	from	from	ADP
aesr-1337	111	11	kintampo	kintampo	PROPN
aesr-1337	111	12	,	,	PUNCT
aesr-1337	111	13	techiman	techiman	NOUN
aesr-1337	111	14	,	,	PUNCT
aesr-1337	111	15	tamale	tamale	NOUN
aesr-1337	111	16	,	,	PUNCT
aesr-1337	111	17	wenchi	wenchi	PROPN
aesr-1337	111	18	and	and	CCONJ
aesr-1337	111	19	other	other	ADJ
aesr-1337	111	20	areas	area	NOUN
aesr-1337	111	21	.	.	PUNCT
aesr-1337	112	1	products	product	NOUN
aesr-1337	112	2	sold	sell	VERB
aesr-1337	112	3	at	at	ADP
aesr-1337	112	4	these	these	DET
aesr-1337	112	5	markets	market	NOUN
aesr-1337	112	6	are	be	AUX
aesr-1337	112	7	mainly	mainly	ADV
aesr-1337	112	8	food	food	NOUN
aesr-1337	112	9	crops	crop	NOUN
aesr-1337	112	10	and	and	CCONJ
aesr-1337	112	11	household	household	NOUN
aesr-1337	112	12	items	item	NOUN
aesr-1337	112	13	.	.	PUNCT
aesr-1337	113	1	4	4	X
aesr-1337	113	2	.	.	NOUN
aesr-1337	113	3	result	result	NOUN
aesr-1337	113	4	and	and	CCONJ
aesr-1337	113	5	discussions	discussion	NOUN
aesr-1337	113	6	4.1	4.1	NUM
aesr-1337	113	7	.	.	PUNCT
aesr-1337	114	1	sex	sex	NOUN
aesr-1337	114	2	distribution	distribution	NOUN
aesr-1337	114	3	of	of	ADP
aesr-1337	114	4	respondents	respondent	NOUN
aesr-1337	114	5	the	the	DET
aesr-1337	114	6	sex	sex	NOUN
aesr-1337	114	7	distribution	distribution	NOUN
aesr-1337	114	8	of	of	ADP
aesr-1337	114	9	the	the	DET
aesr-1337	114	10	respondents	respondent	NOUN
aesr-1337	114	11	as	as	SCONJ
aesr-1337	114	12	indicated	indicate	VERB
aesr-1337	114	13	in	in	ADP
aesr-1337	114	14	figure	figure	NOUN
aesr-1337	114	15	1	1	NUM
aesr-1337	114	16	revealed	reveal	VERB
aesr-1337	114	17	that	that	SCONJ
aesr-1337	114	18	,	,	PUNCT
aesr-1337	114	19	67	67	NUM
aesr-1337	114	20	%	%	NOUN
aesr-1337	114	21	of	of	ADP
aesr-1337	114	22	the	the	DET
aesr-1337	114	23	farmers	farmer	NOUN
aesr-1337	114	24	are	be	AUX
aesr-1337	114	25	males	male	NOUN
aesr-1337	114	26	and	and	CCONJ
aesr-1337	114	27	33	33	NUM
aesr-1337	114	28	%	%	NOUN
aesr-1337	114	29	are	be	AUX
aesr-1337	114	30	females	female	NOUN
aesr-1337	114	31	indicating	indicate	VERB
aesr-1337	114	32	that	that	SCONJ
aesr-1337	114	33	cassava	cassava	NOUN
aesr-1337	114	34	farming	farming	NOUN
aesr-1337	114	35	in	in	ADP
aesr-1337	114	36	kintampo	kintampo	PROPN
aesr-1337	114	37	south	south	PROPN
aesr-1337	114	38	district	district	PROPN
aesr-1337	114	39	is	be	AUX
aesr-1337	114	40	dominated	dominate	VERB
aesr-1337	114	41	by	by	ADP
aesr-1337	114	42	men	man	NOUN
aesr-1337	114	43	.	.	PUNCT
aesr-1337	115	1	this	this	PRON
aesr-1337	115	2	agrees	agree	VERB
aesr-1337	115	3	with	with	ADP
aesr-1337	115	4	the	the	DET
aesr-1337	115	5	findings	finding	NOUN
aesr-1337	115	6	of	of	ADP
aesr-1337	115	7	olaleye	olaleye	NOUN
aesr-1337	115	8	[	[	X
aesr-1337	115	9	11	11	NUM
aesr-1337	115	10	]	]	PUNCT
aesr-1337	115	11	that	that	SCONJ
aesr-1337	115	12	small	small	ADJ
aesr-1337	115	13	scale	scale	NOUN
aesr-1337	115	14	farming	farming	NOUN
aesr-1337	115	15	are	be	AUX
aesr-1337	115	16	being	be	AUX
aesr-1337	115	17	carried	carry	VERB
aesr-1337	115	18	out	out	ADP
aesr-1337	115	19	mostly	mostly	ADV
aesr-1337	115	20	by	by	ADP
aesr-1337	115	21	men	man	NOUN
aesr-1337	115	22	while	while	SCONJ
aesr-1337	115	23	females	female	NOUN
aesr-1337	115	24	involve	involve	VERB
aesr-1337	115	25	in	in	ADP
aesr-1337	115	26	light	light	ADJ
aesr-1337	115	27	farm	farm	NOUN
aesr-1337	115	28	operation	operation	NOUN
aesr-1337	115	29	such	such	ADJ
aesr-1337	115	30	as	as	ADP
aesr-1337	115	31	weeding	weed	VERB
aesr-1337	115	32	,	,	PUNCT
aesr-1337	115	33	processing	processing	NOUN
aesr-1337	115	34	and	and	CCONJ
aesr-1337	115	35	harvesting	harvesting	NOUN
aesr-1337	115	36	and	and	CCONJ
aesr-1337	115	37	marketing	marketing	NOUN
aesr-1337	115	38	of	of	ADP
aesr-1337	115	39	cassava	cassava	NOUN
aesr-1337	115	40	.	.	PUNCT
aesr-1337	116	1	agriculture	agriculture	NOUN
aesr-1337	116	2	and	and	CCONJ
aesr-1337	116	3	food	food	NOUN
aesr-1337	116	4	sciences	sciences	PROPN
aesr-1337	116	5	research	research	NOUN
aesr-1337	116	6	,	,	PUNCT
aesr-1337	116	7	2020	2020	NUM
aesr-1337	116	8	,	,	PUNCT
aesr-1337	116	9	7(1	7(1	NUM
aesr-1337	116	10	):	):	PUNCT
aesr-1337	116	11	16	16	NUM
aesr-1337	116	12	-	-	SYM
aesr-1337	116	13	21	21	NUM
aesr-1337	116	14	19	19	NUM
aesr-1337	116	15	©	©	PROPN
aesr-1337	116	16	2020	2020	NUM
aesr-1337	116	17	by	by	ADP
aesr-1337	116	18	the	the	DET
aesr-1337	116	19	authors	author	NOUN
aesr-1337	116	20	;	;	PUNCT
aesr-1337	116	21	licensee	licensee	PROPN
aesr-1337	116	22	asian	asian	ADJ
aesr-1337	116	23	online	online	PROPN
aesr-1337	116	24	journal	journal	PROPN
aesr-1337	116	25	publishing	publishing	PROPN
aesr-1337	116	26	group	group	PROPN
aesr-1337	116	27	figure-1	figure-1	PROPN
aesr-1337	116	28	.	.	PUNCT
aesr-1337	117	1	sex	sex	NOUN
aesr-1337	117	2	distribution	distribution	NOUN
aesr-1337	117	3	of	of	ADP
aesr-1337	117	4	respondents	respondent	NOUN
aesr-1337	117	5	.	.	PUNCT
aesr-1337	118	1	source	source	NOUN
aesr-1337	118	2	:	:	PUNCT
aesr-1337	118	3	field	field	NOUN
aesr-1337	118	4	survey	survey	NOUN
aesr-1337	118	5	,	,	PUNCT
aesr-1337	118	6	2018	2018	NUM
aesr-1337	118	7	.	.	PUNCT
aesr-1337	119	1	4.2	4.2	NUM
aesr-1337	119	2	.	.	PUNCT
aesr-1337	120	1	marital	marital	ADJ
aesr-1337	120	2	status	status	NOUN
aesr-1337	120	3	and	and	CCONJ
aesr-1337	120	4	household	household	NOUN
aesr-1337	120	5	size	size	NOUN
aesr-1337	120	6	of	of	ADP
aesr-1337	120	7	respondents	respondent	NOUN
aesr-1337	120	8	the	the	DET
aesr-1337	120	9	result	result	NOUN
aesr-1337	120	10	from	from	ADP
aesr-1337	120	11	table	table	NOUN
aesr-1337	120	12	1	1	NUM
aesr-1337	120	13	shows	show	VERB
aesr-1337	120	14	that	that	SCONJ
aesr-1337	120	15	58	58	NUM
aesr-1337	120	16	%	%	NOUN
aesr-1337	120	17	of	of	ADP
aesr-1337	120	18	respondents	respondent	NOUN
aesr-1337	120	19	are	be	AUX
aesr-1337	120	20	married	married	ADJ
aesr-1337	120	21	and	and	CCONJ
aesr-1337	120	22	20	20	NUM
aesr-1337	120	23	%	%	NOUN
aesr-1337	120	24	are	be	AUX
aesr-1337	120	25	single	single	ADJ
aesr-1337	120	26	whilst	whilst	SCONJ
aesr-1337	120	27	22	22	NUM
aesr-1337	120	28	%	%	NOUN
aesr-1337	120	29	are	be	AUX
aesr-1337	120	30	widowed	widow	VERB
aesr-1337	120	31	.	.	PUNCT
aesr-1337	121	1	about	about	ADV
aesr-1337	121	2	23	23	NUM
aesr-1337	121	3	%	%	NOUN
aesr-1337	121	4	of	of	ADP
aesr-1337	121	5	small	small	ADJ
aesr-1337	121	6	scaled	scale	VERB
aesr-1337	121	7	cassava	cassava	NOUN
aesr-1337	121	8	farmers	farmer	NOUN
aesr-1337	121	9	have	have	VERB
aesr-1337	121	10	household	household	NOUN
aesr-1337	121	11	sizes	size	NOUN
aesr-1337	121	12	between	between	ADP
aesr-1337	121	13	0	0	NUM
aesr-1337	121	14	and	and	CCONJ
aesr-1337	121	15	5	5	NUM
aesr-1337	121	16	whilst	whilst	SCONJ
aesr-1337	121	17	13	13	NUM
aesr-1337	121	18	%	%	NOUN
aesr-1337	121	19	of	of	ADP
aesr-1337	121	20	them	they	PRON
aesr-1337	121	21	have	have	VERB
aesr-1337	121	22	household	household	NOUN
aesr-1337	121	23	size	size	NOUN
aesr-1337	121	24	above	above	ADP
aesr-1337	121	25	10	10	NUM
aesr-1337	121	26	persons	person	NOUN
aesr-1337	121	27	per	per	ADP
aesr-1337	121	28	family	family	NOUN
aesr-1337	121	29	with	with	ADP
aesr-1337	121	30	majority	majority	NOUN
aesr-1337	121	31	of	of	ADP
aesr-1337	121	32	the	the	DET
aesr-1337	121	33	farmers	farmer	NOUN
aesr-1337	121	34	’	'	PUNCT
aesr-1337	121	35	having	have	VERB
aesr-1337	121	36	household	household	NOUN
aesr-1337	121	37	size	size	NOUN
aesr-1337	121	38	between	between	ADP
aesr-1337	121	39	5	5	NUM
aesr-1337	121	40	and	and	CCONJ
aesr-1337	121	41	10	10	NUM
aesr-1337	121	42	representing	represent	VERB
aesr-1337	121	43	64	64	NUM
aesr-1337	121	44	%	%	NOUN
aesr-1337	121	45	.	.	PUNCT
aesr-1337	122	1	this	this	PRON
aesr-1337	122	2	is	be	AUX
aesr-1337	122	3	consistent	consistent	ADJ
aesr-1337	122	4	with	with	ADP
aesr-1337	122	5	adebayo	adebayo	PROPN
aesr-1337	122	6	and	and	CCONJ
aesr-1337	122	7	adeola	adeola	PROPN
aesr-1337	123	1	[	[	X
aesr-1337	123	2	12	12	NUM
aesr-1337	123	3	]	]	X
aesr-1337	123	4	whose	whose	DET
aesr-1337	123	5	study	study	NOUN
aesr-1337	123	6	also	also	ADV
aesr-1337	123	7	reveals	reveal	VERB
aesr-1337	123	8	that	that	SCONJ
aesr-1337	123	9	majority	majority	NOUN
aesr-1337	123	10	of	of	ADP
aesr-1337	123	11	the	the	DET
aesr-1337	123	12	respondents	respondent	NOUN
aesr-1337	123	13	have	have	VERB
aesr-1337	123	14	large	large	ADJ
aesr-1337	123	15	family	family	NOUN
aesr-1337	123	16	sizes	size	NOUN
aesr-1337	123	17	which	which	PRON
aesr-1337	123	18	fall	fall	VERB
aesr-1337	123	19	within	within	ADP
aesr-1337	123	20	the	the	DET
aesr-1337	123	21	range	range	NOUN
aesr-1337	123	22	of	of	ADP
aesr-1337	123	23	6	6	NUM
aesr-1337	123	24	-	-	SYM
aesr-1337	123	25	10	10	NUM
aesr-1337	123	26	persons	person	NOUN
aesr-1337	123	27	per	per	ADP
aesr-1337	123	28	family	family	NOUN
aesr-1337	123	29	.	.	PUNCT
aesr-1337	124	1	table-1	table-1	PRON
aesr-1337	124	2	.	.	PUNCT
aesr-1337	124	3	households	household	NOUN
aesr-1337	124	4	marital	marital	ADJ
aesr-1337	124	5	status	status	NOUN
aesr-1337	124	6	.	.	PUNCT
aesr-1337	125	1	marital	marital	ADJ
aesr-1337	125	2	status	status	NOUN
aesr-1337	125	3	frequency	frequency	NOUN
aesr-1337	125	4	percentage	percentage	NOUN
aesr-1337	125	5	married	marry	VERB
aesr-1337	125	6	35	35	NUM
aesr-1337	125	7	58.3	58.3	NUM
aesr-1337	125	8	single	single	ADJ
aesr-1337	125	9	12	12	NUM
aesr-1337	125	10	20.0	20.0	NUM
aesr-1337	125	11	windowed	windowe	VERB
aesr-1337	125	12	13	13	NUM
aesr-1337	125	13	21.7	21.7	NUM
aesr-1337	125	14	total	total	NOUN
aesr-1337	125	15	60	60	NUM
aesr-1337	125	16	100.0	100.0	NUM
aesr-1337	125	17	source	source	NOUN
aesr-1337	125	18	:	:	PUNCT
aesr-1337	125	19	field	field	NOUN
aesr-1337	125	20	survey	survey	NOUN
aesr-1337	125	21	,	,	PUNCT
aesr-1337	125	22	2018	2018	NUM
aesr-1337	125	23	.	.	PUNCT
aesr-1337	126	1	table-2	table-2	NUM
aesr-1337	126	2	.	.	PUNCT
aesr-1337	127	1	household	household	NOUN
aesr-1337	127	2	sizes	size	NOUN
aesr-1337	127	3	of	of	ADP
aesr-1337	127	4	cassava	cassava	NOUN
aesr-1337	127	5	farmers	farmer	NOUN
aesr-1337	127	6	.	.	PUNCT
aesr-1337	128	1	household	household	NOUN
aesr-1337	128	2	size	size	NOUN
aesr-1337	128	3	frequency	frequency	NOUN
aesr-1337	128	4	percentage	percentage	NOUN
aesr-1337	128	5	1	1	NUM
aesr-1337	128	6	-	-	SYM
aesr-1337	128	7	5	5	NUM
aesr-1337	128	8	14	14	NUM
aesr-1337	128	9	23.3	23.3	NUM
aesr-1337	128	10	6	6	NUM
aesr-1337	128	11	-	-	SYM
aesr-1337	128	12	10	10	NUM
aesr-1337	128	13	38	38	NUM
aesr-1337	128	14	63.3	63.3	NUM
aesr-1337	128	15	≥10	≥10	NUM
aesr-1337	128	16	8	8	NUM
aesr-1337	128	17	13.3	13.3	NUM
aesr-1337	128	18	total	total	NOUN
aesr-1337	128	19	60	60	NUM
aesr-1337	128	20	100.0	100.0	NUM
aesr-1337	128	21	source	source	NOUN
aesr-1337	128	22	:	:	PUNCT
aesr-1337	128	23	field	field	NOUN
aesr-1337	128	24	survey	survey	NOUN
aesr-1337	128	25	,	,	PUNCT
aesr-1337	128	26	2018	2018	NUM
aesr-1337	128	27	.	.	PUNCT
aesr-1337	129	1	table-3	table-3	NUM
aesr-1337	129	2	.	.	PUNCT
aesr-1337	130	1	age	age	NOUN
aesr-1337	130	2	distribution	distribution	NOUN
aesr-1337	130	3	of	of	ADP
aesr-1337	130	4	respondents	respondent	NOUN
aesr-1337	130	5	.	.	PUNCT
aesr-1337	131	1	age	age	NOUN
aesr-1337	131	2	frequency	frequency	NOUN
aesr-1337	131	3	percentage	percentage	NOUN
aesr-1337	131	4	18	18	NUM
aesr-1337	131	5	-	-	SYM
aesr-1337	131	6	30	30	NUM
aesr-1337	131	7	13	13	NUM
aesr-1337	131	8	21.7	21.7	NUM
aesr-1337	131	9	31	31	NUM
aesr-1337	131	10	-	-	SYM
aesr-1337	131	11	40	40	NUM
aesr-1337	131	12	18	18	NUM
aesr-1337	131	13	30.0	30.0	NUM
aesr-1337	131	14	41	41	NUM
aesr-1337	131	15	-	-	SYM
aesr-1337	131	16	50	50	NUM
aesr-1337	131	17	23	23	NUM
aesr-1337	131	18	38.3	38.3	NUM
aesr-1337	131	19	≥50	≥50	NUM
aesr-1337	131	20	6	6	NUM
aesr-1337	131	21	10.0	10.0	NUM
aesr-1337	131	22	total	total	NOUN
aesr-1337	131	23	60	60	NUM
aesr-1337	131	24	100.0	100.0	NUM
aesr-1337	131	25	source	source	NOUN
aesr-1337	131	26	:	:	PUNCT
aesr-1337	131	27	field	field	NOUN
aesr-1337	131	28	survey	survey	NOUN
aesr-1337	131	29	,	,	PUNCT
aesr-1337	131	30	2018	2018	NUM
aesr-1337	131	31	.	.	PUNCT
aesr-1337	132	1	most	most	ADJ
aesr-1337	132	2	of	of	ADP
aesr-1337	132	3	the	the	DET
aesr-1337	132	4	small	small	ADV
aesr-1337	132	5	-	-	PUNCT
aesr-1337	132	6	scaled	scale	VERB
aesr-1337	132	7	farmers	farmer	NOUN
aesr-1337	132	8	are	be	AUX
aesr-1337	132	9	between	between	ADP
aesr-1337	132	10	the	the	DET
aesr-1337	132	11	ages	age	NOUN
aesr-1337	132	12	of	of	ADP
aesr-1337	132	13	41	41	NUM
aesr-1337	132	14	-	-	SYM
aesr-1337	132	15	50	50	NUM
aesr-1337	132	16	representing	represent	VERB
aesr-1337	132	17	38.3	38.3	NUM
aesr-1337	132	18	%	%	NOUN
aesr-1337	132	19	as	as	SCONJ
aesr-1337	132	20	indicated	indicate	VERB
aesr-1337	132	21	in	in	ADP
aesr-1337	132	22	table	table	NOUN
aesr-1337	132	23	3	3	NUM
aesr-1337	132	24	.	.	PUNCT
aesr-1337	133	1	the	the	DET
aesr-1337	133	2	farmers	farmer	NOUN
aesr-1337	133	3	above	above	ADP
aesr-1337	133	4	50	50	NUM
aesr-1337	133	5	years	year	NOUN
aesr-1337	133	6	represent	represent	VERB
aesr-1337	133	7	10	10	NUM
aesr-1337	133	8	%	%	NOUN
aesr-1337	133	9	of	of	ADP
aesr-1337	133	10	small	small	ADJ
aesr-1337	133	11	-	-	PUNCT
aesr-1337	133	12	scaled	scale	VERB
aesr-1337	133	13	cassava	cassava	NOUN
aesr-1337	133	14	farmers	farmer	NOUN
aesr-1337	133	15	sampled	sample	VERB
aesr-1337	133	16	.	.	PUNCT
aesr-1337	134	1	also	also	ADV
aesr-1337	134	2	21.7	21.7	NUM
aesr-1337	134	3	%	%	NOUN
aesr-1337	134	4	of	of	ADP
aesr-1337	134	5	the	the	DET
aesr-1337	134	6	farmers	farmer	NOUN
aesr-1337	134	7	are	be	AUX
aesr-1337	134	8	between	between	ADP
aesr-1337	134	9	16	16	NUM
aesr-1337	134	10	-	-	SYM
aesr-1337	134	11	30	30	NUM
aesr-1337	134	12	years	year	NOUN
aesr-1337	134	13	whilst	whilst	SCONJ
aesr-1337	134	14	30	30	NUM
aesr-1337	134	15	%	%	NOUN
aesr-1337	134	16	are	be	AUX
aesr-1337	134	17	between	between	ADP
aesr-1337	134	18	31	31	NUM
aesr-1337	134	19	-	-	SYM
aesr-1337	134	20	40	40	NUM
aesr-1337	134	21	years	year	NOUN
aesr-1337	134	22	.	.	PUNCT
aesr-1337	135	1	the	the	DET
aesr-1337	135	2	economically	economically	ADV
aesr-1337	135	3	active	active	ADJ
aesr-1337	135	4	labour	labour	NOUN
aesr-1337	135	5	force	force	NOUN
aesr-1337	135	6	engaged	engage	VERB
aesr-1337	135	7	in	in	ADP
aesr-1337	135	8	smallscaled	smallscale	VERB
aesr-1337	135	9	cassava	cassava	NOUN
aesr-1337	135	10	farming	farming	NOUN
aesr-1337	135	11	at	at	ADP
aesr-1337	135	12	kintampo	kintampo	PROPN
aesr-1337	135	13	south	south	PROPN
aesr-1337	135	14	district	district	PROPN
aesr-1337	135	15	is	be	AUX
aesr-1337	135	16	in	in	ADP
aesr-1337	135	17	the	the	DET
aesr-1337	135	18	range	range	NOUN
aesr-1337	135	19	of	of	ADP
aesr-1337	135	20	31	31	NUM
aesr-1337	135	21	-	-	SYM
aesr-1337	135	22	50	50	NUM
aesr-1337	135	23	representing	represent	VERB
aesr-1337	135	24	68.3	68.3	NUM
aesr-1337	135	25	%	%	NOUN
aesr-1337	135	26	which	which	PRON
aesr-1337	135	27	is	be	AUX
aesr-1337	135	28	appro	appro	ADJ
aesr-1337	135	29	.	.	PUNCT
aesr-1337	136	1	68	68	NUM
aesr-1337	136	2	%	%	NOUN
aesr-1337	136	3	.	.	PUNCT
aesr-1337	137	1	this	this	PRON
aesr-1337	137	2	agrees	agree	VERB
aesr-1337	137	3	with	with	ADP
aesr-1337	137	4	finding	find	VERB
aesr-1337	137	5	from	from	ADP
aesr-1337	137	6	mofa	mofa	PROPN
aesr-1337	137	7	[	[	X
aesr-1337	137	8	13	13	NUM
aesr-1337	137	9	]	]	PUNCT
aesr-1337	137	10	that	that	SCONJ
aesr-1337	137	11	67	67	NUM
aesr-1337	137	12	%	%	NOUN
aesr-1337	137	13	of	of	ADP
aesr-1337	137	14	similar	similar	ADJ
aesr-1337	137	15	age	age	NOUN
aesr-1337	137	16	are	be	AUX
aesr-1337	137	17	engaged	engage	VERB
aesr-1337	137	18	in	in	ADP
aesr-1337	137	19	small	small	ADJ
aesr-1337	137	20	scaled	scale	VERB
aesr-1337	137	21	cassava	cassava	NOUN
aesr-1337	137	22	farming	farming	NOUN
aesr-1337	137	23	.	.	PUNCT
aesr-1337	138	1	table-4	table-4	X
aesr-1337	138	2	.	.	PUNCT
aesr-1337	138	3	educational	educational	ADJ
aesr-1337	138	4	level	level	NOUN
aesr-1337	138	5	of	of	ADP
aesr-1337	138	6	respondents	respondent	NOUN
aesr-1337	138	7	.	.	PUNCT
aesr-1337	139	1	level	level	NOUN
aesr-1337	139	2	frequency	frequency	NOUN
aesr-1337	139	3	percentage	percentage	NOUN
aesr-1337	139	4	none	none	NOUN
aesr-1337	139	5	21	21	NUM
aesr-1337	139	6	35	35	NUM
aesr-1337	139	7	primary	primary	ADJ
aesr-1337	139	8	18	18	NUM
aesr-1337	139	9	30	30	NUM
aesr-1337	139	10	jhs	jhs	PROPN
aesr-1337	139	11	/	/	SYM
aesr-1337	139	12	mslc	mslc	NOUN
aesr-1337	139	13	15	15	NUM
aesr-1337	139	14	25	25	NUM
aesr-1337	139	15	shs	shs	NOUN
aesr-1337	139	16	/	/	SYM
aesr-1337	139	17	tech	tech	NOUN
aesr-1337	139	18	/	/	SYM
aesr-1337	139	19	voc	voc	NOUN
aesr-1337	139	20	6	6	NUM
aesr-1337	139	21	10	10	NUM
aesr-1337	139	22	total	total	NOUN
aesr-1337	139	23	60	60	NUM
aesr-1337	139	24	100	100	NUM
aesr-1337	139	25	source	source	NOUN
aesr-1337	139	26	:	:	PUNCT
aesr-1337	139	27	field	field	NOUN
aesr-1337	139	28	survey	survey	NOUN
aesr-1337	139	29	,	,	PUNCT
aesr-1337	139	30	2018	2018	NUM
aesr-1337	139	31	.	.	PUNCT
aesr-1337	140	1	the	the	DET
aesr-1337	140	2	result	result	NOUN
aesr-1337	140	3	from	from	ADP
aesr-1337	140	4	table	table	NOUN
aesr-1337	140	5	4	4	NUM
aesr-1337	140	6	shows	show	VERB
aesr-1337	140	7	that	that	SCONJ
aesr-1337	140	8	35	35	NUM
aesr-1337	140	9	%	%	NOUN
aesr-1337	140	10	of	of	ADP
aesr-1337	140	11	the	the	DET
aesr-1337	140	12	farmers	farmer	NOUN
aesr-1337	140	13	engaged	engage	VERB
aesr-1337	140	14	in	in	ADP
aesr-1337	140	15	smallscaled	smallscale	VERB
aesr-1337	140	16	cassava	cassava	NOUN
aesr-1337	140	17	farming	farming	NOUN
aesr-1337	140	18	do	do	AUX
aesr-1337	140	19	not	not	PART
aesr-1337	140	20	have	have	VERB
aesr-1337	140	21	any	any	DET
aesr-1337	140	22	formal	formal	ADJ
aesr-1337	140	23	education	education	NOUN
aesr-1337	140	24	.	.	PUNCT
aesr-1337	141	1	about	about	ADV
aesr-1337	141	2	30	30	NUM
aesr-1337	141	3	%	%	NOUN
aesr-1337	141	4	had	have	VERB
aesr-1337	141	5	primary	primary	ADJ
aesr-1337	141	6	education	education	NOUN
aesr-1337	141	7	whiles	while	NOUN
aesr-1337	141	8	25	25	NUM
aesr-1337	141	9	%	%	NOUN
aesr-1337	141	10	had	have	VERB
aesr-1337	141	11	junior	junior	ADJ
aesr-1337	141	12	high	high	ADJ
aesr-1337	141	13	school	school	NOUN
aesr-1337	141	14	and	and	CCONJ
aesr-1337	141	15	middle	middle	ADJ
aesr-1337	141	16	school	school	NOUN
aesr-1337	141	17	certificate	certificate	NOUN
aesr-1337	141	18	examination	examination	NOUN
aesr-1337	141	19	.	.	PUNCT
aesr-1337	142	1	it	it	PRON
aesr-1337	142	2	was	be	AUX
aesr-1337	142	3	only	only	ADV
aesr-1337	142	4	10	10	NUM
aesr-1337	142	5	%	%	NOUN
aesr-1337	142	6	that	that	PRON
aesr-1337	142	7	had	have	VERB
aesr-1337	142	8	senior	senior	ADJ
aesr-1337	142	9	secondary	secondary	ADJ
aesr-1337	142	10	school	school	NOUN
aesr-1337	142	11	education	education	NOUN
aesr-1337	142	12	.	.	PUNCT
aesr-1337	143	1	agriculture	agriculture	NOUN
aesr-1337	143	2	and	and	CCONJ
aesr-1337	143	3	food	food	NOUN
aesr-1337	143	4	sciences	sciences	PROPN
aesr-1337	143	5	research	research	NOUN
aesr-1337	143	6	,	,	PUNCT
aesr-1337	143	7	2020	2020	NUM
aesr-1337	143	8	,	,	PUNCT
aesr-1337	143	9	7(1	7(1	NUM
aesr-1337	143	10	):	):	PUNCT
aesr-1337	143	11	16	16	NUM
aesr-1337	143	12	-	-	SYM
aesr-1337	143	13	21	21	NUM
aesr-1337	143	14	20	20	NUM
aesr-1337	143	15	©	©	PROPN
aesr-1337	143	16	2020	2020	NUM
aesr-1337	143	17	by	by	ADP
aesr-1337	143	18	the	the	DET
aesr-1337	143	19	authors	author	NOUN
aesr-1337	143	20	;	;	PUNCT
aesr-1337	143	21	licensee	licensee	PROPN
aesr-1337	143	22	asian	asian	ADJ
aesr-1337	143	23	online	online	PROPN
aesr-1337	143	24	journal	journal	PROPN
aesr-1337	143	25	publishing	publishing	NOUN
aesr-1337	143	26	group	group	NOUN
aesr-1337	143	27	figure-2	figure-2	PROPN
aesr-1337	143	28	.	.	PUNCT
aesr-1337	144	1	proportion	proportion	NOUN
aesr-1337	144	2	of	of	ADP
aesr-1337	144	3	small	small	ADJ
aesr-1337	144	4	scale	scale	NOUN
aesr-1337	144	5	cassava	cassava	NOUN
aesr-1337	144	6	farmers	farmer	NOUN
aesr-1337	144	7	’	'	PUNCT
aesr-1337	144	8	who	who	PRON
aesr-1337	144	9	access	access	VERB
aesr-1337	144	10	credit	credit	NOUN
aesr-1337	144	11	from	from	ADP
aesr-1337	144	12	formal	formal	ADJ
aesr-1337	144	13	financial	financial	ADJ
aesr-1337	144	14	institutions	institution	NOUN
aesr-1337	144	15	.	.	PUNCT
aesr-1337	145	1	source	source	NOUN
aesr-1337	145	2	:	:	PUNCT
aesr-1337	145	3	field	field	NOUN
aesr-1337	145	4	survey	survey	NOUN
aesr-1337	145	5	,	,	PUNCT
aesr-1337	145	6	2018	2018	NUM
aesr-1337	145	7	.	.	PUNCT
aesr-1337	146	1	from	from	ADP
aesr-1337	146	2	figure	figure	NOUN
aesr-1337	146	3	2	2	NUM
aesr-1337	146	4	,	,	PUNCT
aesr-1337	146	5	the	the	DET
aesr-1337	146	6	main	main	ADJ
aesr-1337	146	7	source	source	NOUN
aesr-1337	146	8	of	of	ADP
aesr-1337	146	9	funding	funding	NOUN
aesr-1337	146	10	for	for	ADP
aesr-1337	146	11	small	small	ADJ
aesr-1337	146	12	-	-	PUNCT
aesr-1337	146	13	scaled	scale	VERB
aesr-1337	146	14	cassava	cassava	NOUN
aesr-1337	146	15	farmers	farmer	NOUN
aesr-1337	146	16	in	in	ADP
aesr-1337	146	17	kintampo	kintampo	PROPN
aesr-1337	146	18	south	south	PROPN
aesr-1337	146	19	district	district	PROPN
aesr-1337	146	20	is	be	AUX
aesr-1337	146	21	through	through	ADP
aesr-1337	146	22	village	village	NOUN
aesr-1337	146	23	savings	saving	NOUN
aesr-1337	146	24	and	and	CCONJ
aesr-1337	146	25	loans	loan	NOUN
aesr-1337	146	26	associations	association	NOUN
aesr-1337	146	27	(	(	PUNCT
aesr-1337	146	28	vsla	vsla	ADJ
aesr-1337	146	29	)	)	PUNCT
aesr-1337	146	30	.	.	PUNCT
aesr-1337	147	1	the	the	DET
aesr-1337	147	2	next	next	ADJ
aesr-1337	147	3	available	available	ADJ
aesr-1337	147	4	source	source	NOUN
aesr-1337	147	5	of	of	ADP
aesr-1337	147	6	credit	credit	NOUN
aesr-1337	147	7	is	be	AUX
aesr-1337	147	8	from	from	ADP
aesr-1337	147	9	their	their	PRON
aesr-1337	147	10	personal	personal	ADJ
aesr-1337	147	11	savings	saving	NOUN
aesr-1337	147	12	.	.	PUNCT
aesr-1337	148	1	about	about	ADV
aesr-1337	148	2	18	18	NUM
aesr-1337	148	3	%	%	NOUN
aesr-1337	148	4	of	of	ADP
aesr-1337	148	5	farmers	farmer	NOUN
aesr-1337	148	6	carry	carry	VERB
aesr-1337	148	7	out	out	ADP
aesr-1337	148	8	their	their	PRON
aesr-1337	148	9	cassava	cassava	NOUN
aesr-1337	148	10	farming	farming	NOUN
aesr-1337	148	11	activities	activity	NOUN
aesr-1337	148	12	using	use	VERB
aesr-1337	148	13	their	their	PRON
aesr-1337	148	14	own	own	ADJ
aesr-1337	148	15	resources	resource	NOUN
aesr-1337	148	16	.	.	PUNCT
aesr-1337	149	1	about	about	ADV
aesr-1337	149	2	5	5	NUM
aesr-1337	149	3	%	%	NOUN
aesr-1337	149	4	of	of	ADP
aesr-1337	149	5	the	the	DET
aesr-1337	149	6	respondents	respondent	NOUN
aesr-1337	149	7	secure	secure	VERB
aesr-1337	149	8	their	their	PRON
aesr-1337	149	9	credit	credit	NOUN
aesr-1337	149	10	from	from	ADP
aesr-1337	149	11	friends	friend	NOUN
aesr-1337	149	12	.	.	PUNCT
aesr-1337	150	1	the	the	DET
aesr-1337	150	2	high	high	ADJ
aesr-1337	150	3	percentage	percentage	NOUN
aesr-1337	150	4	of	of	ADP
aesr-1337	150	5	farmers	farmer	NOUN
aesr-1337	150	6	taking	take	VERB
aesr-1337	150	7	credit	credit	NOUN
aesr-1337	150	8	from	from	ADP
aesr-1337	150	9	the	the	DET
aesr-1337	150	10	vsla	vsla	NOUN
aesr-1337	150	11	was	be	AUX
aesr-1337	150	12	evident	evident	ADJ
aesr-1337	150	13	from	from	ADP
aesr-1337	150	14	the	the	DET
aesr-1337	150	15	field	field	NOUN
aesr-1337	150	16	because	because	SCONJ
aesr-1337	150	17	most	most	ADJ
aesr-1337	150	18	of	of	ADP
aesr-1337	150	19	them	they	PRON
aesr-1337	150	20	were	be	AUX
aesr-1337	150	21	members	member	NOUN
aesr-1337	150	22	of	of	ADP
aesr-1337	150	23	vsla	vsla	ADJ
aesr-1337	150	24	groups	group	NOUN
aesr-1337	150	25	and	and	CCONJ
aesr-1337	150	26	their	their	PRON
aesr-1337	150	27	participation	participation	NOUN
aesr-1337	150	28	was	be	AUX
aesr-1337	150	29	great	great	ADJ
aesr-1337	150	30	.	.	PUNCT
aesr-1337	151	1	beyond	beyond	ADP
aesr-1337	151	2	this	this	PRON
aesr-1337	151	3	,	,	PUNCT
aesr-1337	151	4	the	the	DET
aesr-1337	151	5	high	high	ADJ
aesr-1337	151	6	figure	figure	NOUN
aesr-1337	151	7	recorded	record	VERB
aesr-1337	151	8	stems	stem	VERB
aesr-1337	151	9	from	from	ADP
aesr-1337	151	10	the	the	DET
aesr-1337	151	11	fact	fact	NOUN
aesr-1337	151	12	that	that	SCONJ
aesr-1337	151	13	,	,	PUNCT
aesr-1337	151	14	is	be	AUX
aesr-1337	151	15	quite	quite	ADV
aesr-1337	151	16	easier	easy	ADJ
aesr-1337	151	17	to	to	PART
aesr-1337	151	18	borrow	borrow	VERB
aesr-1337	151	19	from	from	ADP
aesr-1337	151	20	the	the	DET
aesr-1337	151	21	group	group	NOUN
aesr-1337	151	22	and	and	CCONJ
aesr-1337	151	23	the	the	DET
aesr-1337	151	24	interest	interest	NOUN
aesr-1337	151	25	on	on	ADP
aesr-1337	151	26	the	the	DET
aesr-1337	151	27	loans	loan	NOUN
aesr-1337	151	28	will	will	AUX
aesr-1337	151	29	be	be	AUX
aesr-1337	151	30	shared	share	VERB
aesr-1337	151	31	back	back	ADV
aesr-1337	151	32	among	among	ADP
aesr-1337	151	33	members	member	NOUN
aesr-1337	151	34	during	during	ADP
aesr-1337	151	35	share	share	NOUN
aesr-1337	151	36	out	out	ADP
aesr-1337	151	37	session	session	NOUN
aesr-1337	151	38	by	by	ADP
aesr-1337	151	39	close	close	NOUN
aesr-1337	151	40	of	of	ADP
aesr-1337	151	41	the	the	DET
aesr-1337	151	42	year	year	NOUN
aesr-1337	151	43	.	.	PUNCT
aesr-1337	152	1	4.3	4.3	NUM
aesr-1337	152	2	.	.	PUNCT
aesr-1337	152	3	effect	effect	NOUN
aesr-1337	152	4	of	of	ADP
aesr-1337	152	5	credit	credit	NOUN
aesr-1337	152	6	on	on	ADP
aesr-1337	152	7	cassava	cassava	NOUN
aesr-1337	152	8	output	output	VERB
aesr-1337	152	9	the	the	DET
aesr-1337	152	10	cobb	cobb	PROPN
aesr-1337	152	11	-	-	PUNCT
aesr-1337	152	12	douglas	douglas	PROPN
aesr-1337	152	13	production	production	NOUN
aesr-1337	152	14	function	function	NOUN
aesr-1337	152	15	model	model	NOUN
aesr-1337	152	16	was	be	AUX
aesr-1337	152	17	used	use	VERB
aesr-1337	152	18	to	to	PART
aesr-1337	152	19	access	access	VERB
aesr-1337	152	20	the	the	DET
aesr-1337	152	21	effect	effect	NOUN
aesr-1337	152	22	of	of	ADP
aesr-1337	152	23	credit	credit	NOUN
aesr-1337	152	24	on	on	ADP
aesr-1337	152	25	the	the	DET
aesr-1337	152	26	output	output	NOUN
aesr-1337	152	27	of	of	ADP
aesr-1337	152	28	cassava	cassava	NOUN
aesr-1337	152	29	produced	produce	VERB
aesr-1337	152	30	by	by	ADP
aesr-1337	152	31	the	the	DET
aesr-1337	152	32	small	small	ADV
aesr-1337	152	33	-	-	PUNCT
aesr-1337	152	34	scaled	scale	VERB
aesr-1337	152	35	cassava	cassava	NOUN
aesr-1337	152	36	farmers	farmer	NOUN
aesr-1337	152	37	.	.	PUNCT
aesr-1337	153	1	the	the	DET
aesr-1337	153	2	estimated	estimate	VERB
aesr-1337	153	3	r	r	NOUN
aesr-1337	153	4	-	-	PUNCT
aesr-1337	153	5	sqaure	sqaure	NOUN
aesr-1337	153	6	means	mean	VERB
aesr-1337	153	7	that	that	SCONJ
aesr-1337	153	8	jointly	jointly	ADV
aesr-1337	153	9	,	,	PUNCT
aesr-1337	153	10	credit	credit	NOUN
aesr-1337	153	11	,	,	PUNCT
aesr-1337	153	12	labour	labour	NOUN
aesr-1337	153	13	;	;	PUNCT
aesr-1337	153	14	land	land	NOUN
aesr-1337	153	15	fertilizer	fertilizer	NOUN
aesr-1337	153	16	explained	explain	VERB
aesr-1337	153	17	70	70	NUM
aesr-1337	153	18	%	%	NOUN
aesr-1337	153	19	of	of	ADP
aesr-1337	153	20	the	the	DET
aesr-1337	153	21	total	total	ADJ
aesr-1337	153	22	variation	variation	NOUN
aesr-1337	153	23	in	in	ADP
aesr-1337	153	24	the	the	DET
aesr-1337	153	25	output	output	NOUN
aesr-1337	153	26	of	of	ADP
aesr-1337	153	27	cassava	cassava	NOUN
aesr-1337	153	28	produced	produce	VERB
aesr-1337	153	29	.	.	PUNCT
aesr-1337	154	1	the	the	DET
aesr-1337	154	2	estimated	estimate	VERB
aesr-1337	154	3	fvalue	fvalue	NOUN
aesr-1337	154	4	also	also	ADV
aesr-1337	154	5	suggested	suggest	VERB
aesr-1337	154	6	that	that	SCONJ
aesr-1337	154	7	the	the	DET
aesr-1337	154	8	joint	joint	ADJ
aesr-1337	154	9	effect	effect	NOUN
aesr-1337	154	10	of	of	ADP
aesr-1337	154	11	the	the	DET
aesr-1337	154	12	explanatory	explanatory	ADJ
aesr-1337	154	13	variables	variable	NOUN
aesr-1337	154	14	included	include	VERB
aesr-1337	154	15	in	in	ADP
aesr-1337	154	16	the	the	DET
aesr-1337	154	17	model	model	NOUN
aesr-1337	154	18	is	be	AUX
aesr-1337	154	19	significant	significant	ADJ
aesr-1337	154	20	at	at	ADP
aesr-1337	154	21	1	1	NUM
aesr-1337	154	22	%	%	NOUN
aesr-1337	154	23	percent	percent	NOUN
aesr-1337	154	24	.	.	PUNCT
aesr-1337	155	1	4.4	4.4	NUM
aesr-1337	155	2	.	.	PUNCT
aesr-1337	155	3	results	result	NOUN
aesr-1337	155	4	of	of	ADP
aesr-1337	155	5	the	the	DET
aesr-1337	155	6	linear	linear	ADJ
aesr-1337	155	7	cobbdouglass	cobbdouglass	NOUN
aesr-1337	155	8	production	production	NOUN
aesr-1337	155	9	function	function	NOUN
aesr-1337	155	10	table-5	table-5	PROPN
aesr-1337	155	11	.	.	PUNCT
aesr-1337	155	12	results	result	NOUN
aesr-1337	155	13	of	of	ADP
aesr-1337	155	14	effect	effect	NOUN
aesr-1337	155	15	of	of	ADP
aesr-1337	155	16	credit	credit	NOUN
aesr-1337	155	17	on	on	ADP
aesr-1337	155	18	cassava	cassava	NOUN
aesr-1337	155	19	output	output	NOUN
aesr-1337	155	20	.	.	PUNCT
aesr-1337	156	1	dependent	dependent	ADJ
aesr-1337	156	2	variable	variable	NOUN
aesr-1337	156	3	:	:	PUNCT
aesr-1337	156	4	log	log	NOUN
aesr-1337	156	5	(	(	PUNCT
aesr-1337	156	6	output	output	NOUN
aesr-1337	156	7	)	)	PUNCT
aesr-1337	156	8	method	method	NOUN
aesr-1337	156	9	least	least	ADJ
aesr-1337	156	10	square	square	ADJ
aesr-1337	156	11	sample	sample	NOUN
aesr-1337	156	12	(	(	PUNCT
aesr-1337	156	13	adjusted):660	adjusted):660	PROPN
aesr-1337	156	14	included	include	VERB
aesr-1337	156	15	observation	observation	NOUN
aesr-1337	156	16	:	:	PUNCT
aesr-1337	156	17	12	12	NUM
aesr-1337	156	18	after	after	SCONJ
aesr-1337	156	19	adjustment	adjustment	NOUN
aesr-1337	156	20	variables	variable	NOUN
aesr-1337	156	21	coefficient	coefficient	VERB
aesr-1337	156	22	robust	robust	ADJ
aesr-1337	156	23	std	std	NOUN
aesr-1337	156	24	.	.	PUNCT
aesr-1337	157	1	err	err	PROPN
aesr-1337	157	2	t	t	PROPN
aesr-1337	157	3	p>|t|	p>|t|	PROPN
aesr-1337	157	4	log	log	NOUN
aesr-1337	157	5	(	(	PUNCT
aesr-1337	157	6	credit	credit	NOUN
aesr-1337	157	7	)	)	PUNCT
aesr-1337	157	8	1.830853	1.830853	NUM
aesr-1337	157	9	.0708182	.0708182	NOUN
aesr-1337	157	10	2.58	2.58	NUM
aesr-1337	157	11	0.0362	0.0362	NUM
aesr-1337	157	12	*	*	PUNCT
aesr-1337	157	13	*	*	PUNCT
aesr-1337	157	14	log	log	NOUN
aesr-1337	157	15	(	(	PUNCT
aesr-1337	157	16	fert	fert	NOUN
aesr-1337	157	17	)	)	PUNCT
aesr-1337	157	18	0.250387	0.250387	NUM
aesr-1337	157	19	.721253	.721253	NOUN
aesr-1337	157	20	0.35	0.35	NUM
aesr-1337	157	21	0.490	0.490	NUM
aesr-1337	157	22	log	log	NOUN
aesr-1337	157	23	(	(	PUNCT
aesr-1337	157	24	land	land	NOUN
aesr-1337	157	25	)	)	PUNCT
aesr-1337	157	26	0.341130	0.341130	NUM
aesr-1337	157	27	.725430	.725430	PROPN
aesr-1337	157	28	0.47	0.47	NUM
aesr-1337	157	29	0.096	0.096	NUM
aesr-1337	157	30	log	log	NOUN
aesr-1337	157	31	(	(	PUNCT
aesr-1337	157	32	labour	labour	NOUN
aesr-1337	157	33	)	)	PUNCT
aesr-1337	157	34	0.074659	0.074659	NUM
aesr-1337	157	35	.598665	.598665	NOUN
aesr-1337	157	36	0.125	0.125	NUM
aesr-1337	157	37	0.722	0.722	NUM
aesr-1337	157	38	c	c	NOUN
aesr-1337	157	39	-4.518687	-4.518687	NOUN
aesr-1337	158	1	3.900769	3.900769	NUM
aesr-1337	158	2	-1.158	-1.158	NOUN
aesr-1337	158	3	0.083	0.083	NUM
aesr-1337	158	4	goodness	goodness	NOUN
aesr-1337	158	5	of	of	ADP
aesr-1337	158	6	fit	fit	ADJ
aesr-1337	158	7	number	number	NOUN
aesr-1337	158	8	of	of	ADP
aesr-1337	158	9	obs	obs	PROPN
aesr-1337	158	10	=	=	PUNCT
aesr-1337	158	11	60	60	NUM
aesr-1337	158	12	pseudo	pseudo	NOUN
aesr-1337	158	13	r2	r2	NOUN
aesr-1337	158	14	=	=	NOUN
aesr-1337	158	15	0.807042	0.807042	NUM
aesr-1337	158	16	adjusted	adjusted	ADJ
aesr-1337	158	17	r	r	NOUN
aesr-1337	158	18	-	-	ADJ
aesr-1337	158	19	square	square	ADJ
aesr-1337	158	20	=	=	NOUN
aesr-1337	158	21	0.696781	0.696781	NUM
aesr-1337	158	22	f	f	NOUN
aesr-1337	158	23	(	(	PUNCT
aesr-1337	158	24	10	10	NUM
aesr-1337	158	25	,	,	PUNCT
aesr-1337	158	26	110	110	NUM
aesr-1337	158	27	)	)	PUNCT
aesr-1337	158	28	=	=	SYM
aesr-1337	158	29	2.83	2.83	NUM
aesr-1337	158	30	prob	prob	NOUN
aesr-1337	158	31	.	.	PUNCT
aesr-1337	159	1	>	>	X
aesr-1337	159	2	f	f	X
aesr-1337	160	1	=	=	SYM
aesr-1337	160	2	0.012070	0.012070	NUM
aesr-1337	160	3	note	note	NOUN
aesr-1337	160	4	:	:	PUNCT
aesr-1337	160	5	*	*	PUNCT
aesr-1337	160	6	*	*	PUNCT
aesr-1337	160	7	*	*	PUNCT
aesr-1337	160	8	,	,	PUNCT
aesr-1337	160	9	*	*	PUNCT
aesr-1337	160	10	*	*	PUNCT
aesr-1337	160	11	and	and	CCONJ
aesr-1337	160	12	*	*	PUNCT
aesr-1337	160	13	are	be	AUX
aesr-1337	160	14	significant	significant	ADJ
aesr-1337	160	15	at	at	ADP
aesr-1337	160	16	1	1	NUM
aesr-1337	160	17	%	%	NOUN
aesr-1337	160	18	,	,	PUNCT
aesr-1337	160	19	5	5	NUM
aesr-1337	160	20	%	%	NOUN
aesr-1337	160	21	and	and	CCONJ
aesr-1337	160	22	10	10	NUM
aesr-1337	160	23	%	%	NOUN
aesr-1337	160	24	respectively	respectively	ADV
aesr-1337	160	25	.	.	PUNCT
aesr-1337	161	1	the	the	DET
aesr-1337	161	2	output	output	NOUN
aesr-1337	161	3	elasticity	elasticity	NOUN
aesr-1337	161	4	of	of	ADP
aesr-1337	161	5	credit	credit	NOUN
aesr-1337	161	6	was	be	AUX
aesr-1337	161	7	1.83	1.83	NUM
aesr-1337	161	8	implying	imply	VERB
aesr-1337	161	9	that	that	SCONJ
aesr-1337	161	10	a	a	DET
aesr-1337	161	11	percentage	percentage	NOUN
aesr-1337	161	12	increase	increase	NOUN
aesr-1337	161	13	in	in	ADP
aesr-1337	161	14	credit	credit	NOUN
aesr-1337	161	15	supply	supply	NOUN
aesr-1337	161	16	will	will	AUX
aesr-1337	161	17	result	result	VERB
aesr-1337	161	18	in	in	ADP
aesr-1337	161	19	1.83	1.83	NUM
aesr-1337	161	20	percentage	percentage	NOUN
aesr-1337	161	21	increase	increase	NOUN
aesr-1337	161	22	in	in	ADP
aesr-1337	161	23	cassava	cassava	NOUN
aesr-1337	161	24	output	output	NOUN
aesr-1337	161	25	.	.	PUNCT
aesr-1337	162	1	those	those	PRON
aesr-1337	162	2	of	of	ADP
aesr-1337	162	3	fertilizer	fertilizer	NOUN
aesr-1337	162	4	,	,	PUNCT
aesr-1337	162	5	land	land	NOUN
aesr-1337	162	6	and	and	CCONJ
aesr-1337	162	7	labour	labour	NOUN
aesr-1337	162	8	were	be	AUX
aesr-1337	162	9	0.25	0.25	NUM
aesr-1337	162	10	,	,	PUNCT
aesr-1337	162	11	0.34	0.34	NUM
aesr-1337	162	12	and	and	CCONJ
aesr-1337	162	13	0.07	0.07	NUM
aesr-1337	162	14	respectively	respectively	ADV
aesr-1337	162	15	.	.	PUNCT
aesr-1337	163	1	the	the	DET
aesr-1337	163	2	magnitude	magnitude	NOUN
aesr-1337	163	3	of	of	ADP
aesr-1337	163	4	output	output	NOUN
aesr-1337	163	5	elasticity	elasticity	NOUN
aesr-1337	163	6	of	of	ADP
aesr-1337	163	7	credit	credit	NOUN
aesr-1337	163	8	shows	show	VERB
aesr-1337	163	9	that	that	SCONJ
aesr-1337	163	10	under	under	ADP
aesr-1337	163	11	the	the	DET
aesr-1337	163	12	circumstances	circumstance	NOUN
aesr-1337	163	13	and	and	CCONJ
aesr-1337	163	14	the	the	DET
aesr-1337	163	15	existing	exist	VERB
aesr-1337	163	16	system	system	NOUN
aesr-1337	163	17	of	of	ADP
aesr-1337	163	18	cassava	cassava	NOUN
aesr-1337	163	19	farming	farming	NOUN
aesr-1337	163	20	at	at	ADP
aesr-1337	163	21	kintampo	kintampo	PROPN
aesr-1337	163	22	south	south	PROPN
aesr-1337	163	23	district	district	PROPN
aesr-1337	163	24	,	,	PUNCT
aesr-1337	163	25	credit	credit	NOUN
aesr-1337	163	26	supply	supply	NOUN
aesr-1337	163	27	will	will	AUX
aesr-1337	163	28	have	have	VERB
aesr-1337	163	29	a	a	DET
aesr-1337	163	30	significant	significant	ADJ
aesr-1337	163	31	influence	influence	NOUN
aesr-1337	163	32	on	on	ADP
aesr-1337	163	33	output	output	NOUN
aesr-1337	163	34	.	.	PUNCT
aesr-1337	164	1	that	that	PRON
aesr-1337	164	2	is	be	AUX
aesr-1337	164	3	,	,	PUNCT
aesr-1337	164	4	the	the	DET
aesr-1337	164	5	production	production	NOUN
aesr-1337	164	6	of	of	ADP
aesr-1337	164	7	cassava	cassava	NOUN
aesr-1337	164	8	is	be	AUX
aesr-1337	164	9	considerably	considerably	ADV
aesr-1337	164	10	responsive	responsive	ADJ
aesr-1337	164	11	to	to	ADP
aesr-1337	164	12	credit	credit	NOUN
aesr-1337	164	13	.	.	PUNCT
aesr-1337	165	1	this	this	PRON
aesr-1337	165	2	implies	imply	VERB
aesr-1337	165	3	that	that	SCONJ
aesr-1337	165	4	the	the	DET
aesr-1337	165	5	output	output	NOUN
aesr-1337	165	6	of	of	ADP
aesr-1337	165	7	cassava	cassava	NOUN
aesr-1337	165	8	could	could	AUX
aesr-1337	165	9	be	be	AUX
aesr-1337	165	10	increased	increase	VERB
aesr-1337	165	11	considerably	considerably	ADV
aesr-1337	165	12	by	by	ADP
aesr-1337	165	13	obtaining	obtain	VERB
aesr-1337	165	14	credit	credit	NOUN
aesr-1337	165	15	without	without	ADP
aesr-1337	165	16	necessarily	necessarily	ADV
aesr-1337	165	17	increasing	increase	VERB
aesr-1337	165	18	the	the	DET
aesr-1337	165	19	land	land	NOUN
aesr-1337	165	20	size	size	NOUN
aesr-1337	165	21	,	,	PUNCT
aesr-1337	165	22	fertilizer	fertilizer	NOUN
aesr-1337	165	23	application	application	NOUN
aesr-1337	165	24	and	and	CCONJ
aesr-1337	165	25	hiring	hire	VERB
aesr-1337	165	26	more	more	ADJ
aesr-1337	165	27	labour	labour	NOUN
aesr-1337	165	28	since	since	SCONJ
aesr-1337	165	29	they	they	PRON
aesr-1337	165	30	were	be	AUX
aesr-1337	165	31	not	not	PART
aesr-1337	165	32	statistically	statistically	ADV
aesr-1337	165	33	different	different	ADJ
aesr-1337	165	34	from	from	ADP
aesr-1337	165	35	zero	zero	NUM
aesr-1337	165	36	.	.	PUNCT
aesr-1337	166	1	the	the	DET
aesr-1337	166	2	credit	credit	NOUN
aesr-1337	166	3	supply	supply	NOUN
aesr-1337	166	4	will	will	AUX
aesr-1337	166	5	enable	enable	VERB
aesr-1337	166	6	the	the	DET
aesr-1337	166	7	farmers	farmer	NOUN
aesr-1337	166	8	to	to	PART
aesr-1337	166	9	acquire	acquire	VERB
aesr-1337	166	10	the	the	DET
aesr-1337	166	11	necessary	necessary	ADJ
aesr-1337	166	12	inputs	input	NOUN
aesr-1337	166	13	such	such	ADJ
aesr-1337	166	14	as	as	ADP
aesr-1337	166	15	fertilizer	fertilizer	NOUN
aesr-1337	166	16	,	,	PUNCT
aesr-1337	166	17	weedicides	weedicide	NOUN
aesr-1337	166	18	,	,	PUNCT
aesr-1337	166	19	improved	improved	ADJ
aesr-1337	166	20	planting	planting	NOUN
aesr-1337	166	21	materials	material	NOUN
aesr-1337	166	22	and	and	CCONJ
aesr-1337	166	23	modern	modern	ADJ
aesr-1337	166	24	implements	implement	NOUN
aesr-1337	166	25	required	require	VERB
aesr-1337	166	26	for	for	ADP
aesr-1337	166	27	production	production	NOUN
aesr-1337	166	28	expansion	expansion	NOUN
aesr-1337	166	29	.	.	PUNCT
aesr-1337	167	1	5	5	X
aesr-1337	167	2	.	.	X
aesr-1337	167	3	conclusion	conclusion	NOUN
aesr-1337	167	4	it	it	PRON
aesr-1337	167	5	is	be	AUX
aesr-1337	167	6	worth	worth	ADJ
aesr-1337	167	7	concluding	conclude	VERB
aesr-1337	167	8	from	from	ADP
aesr-1337	167	9	the	the	DET
aesr-1337	167	10	study	study	NOUN
aesr-1337	167	11	that	that	SCONJ
aesr-1337	167	12	;	;	PUNCT
aesr-1337	167	13	•	•	NUM
aesr-1337	167	14	majority	majority	NOUN
aesr-1337	167	15	of	of	ADP
aesr-1337	167	16	the	the	DET
aesr-1337	167	17	small	small	ADJ
aesr-1337	167	18	scale	scale	NOUN
aesr-1337	167	19	cassava	cassava	NOUN
aesr-1337	167	20	farmers	farmer	NOUN
aesr-1337	167	21	need	need	VERB
aesr-1337	167	22	credit	credit	NOUN
aesr-1337	167	23	to	to	PART
aesr-1337	167	24	enhance	enhance	VERB
aesr-1337	167	25	their	their	PRON
aesr-1337	167	26	productive	productive	ADJ
aesr-1337	167	27	farming	farming	NOUN
aesr-1337	167	28	activities	activity	NOUN
aesr-1337	167	29	.	.	PUNCT
aesr-1337	168	1	•	•	NUM
aesr-1337	168	2	the	the	DET
aesr-1337	168	3	output	output	NOUN
aesr-1337	168	4	of	of	ADP
aesr-1337	168	5	cassava	cassava	NOUN
aesr-1337	168	6	is	be	AUX
aesr-1337	168	7	responsive	responsive	ADJ
aesr-1337	168	8	to	to	ADP
aesr-1337	168	9	credit	credit	NOUN
aesr-1337	168	10	and	and	CCONJ
aesr-1337	168	11	the	the	DET
aesr-1337	168	12	output	output	NOUN
aesr-1337	168	13	could	could	AUX
aesr-1337	168	14	be	be	AUX
aesr-1337	168	15	increased	increase	VERB
aesr-1337	168	16	significantly	significantly	ADV
aesr-1337	168	17	by	by	ADP
aesr-1337	168	18	obtaining	obtain	VERB
aesr-1337	168	19	credit	credit	NOUN
aesr-1337	168	20	without	without	ADP
aesr-1337	168	21	increasing	increase	VERB
aesr-1337	168	22	land	land	NOUN
aesr-1337	168	23	size	size	NOUN
aesr-1337	168	24	,	,	PUNCT
aesr-1337	168	25	fertilizer	fertilizer	NOUN
aesr-1337	168	26	and	and	CCONJ
aesr-1337	168	27	labour	labour	NOUN
aesr-1337	168	28	.	.	PUNCT
aesr-1337	169	1	6	6	X
aesr-1337	169	2	.	.	X
aesr-1337	169	3	recommendation	recommendation	NOUN
aesr-1337	169	4	•	•	NOUN
aesr-1337	169	5	based	base	VERB
aesr-1337	169	6	on	on	ADP
aesr-1337	169	7	the	the	DET
aesr-1337	169	8	findings	finding	NOUN
aesr-1337	169	9	from	from	ADP
aesr-1337	169	10	the	the	DET
aesr-1337	169	11	study	study	NOUN
aesr-1337	169	12	,	,	PUNCT
aesr-1337	169	13	the	the	DET
aesr-1337	169	14	following	follow	VERB
aesr-1337	169	15	recommendations	recommendation	NOUN
aesr-1337	169	16	are	be	AUX
aesr-1337	169	17	therefore	therefore	ADV
aesr-1337	169	18	suggested	suggest	VERB
aesr-1337	169	19	:	:	PUNCT
aesr-1337	169	20	•	•	SCONJ
aesr-1337	169	21	the	the	DET
aesr-1337	169	22	government	government	NOUN
aesr-1337	169	23	through	through	ADP
aesr-1337	169	24	ministry	ministry	PROPN
aesr-1337	169	25	of	of	ADP
aesr-1337	169	26	agriculture	agriculture	NOUN
aesr-1337	169	27	should	should	AUX
aesr-1337	169	28	use	use	VERB
aesr-1337	169	29	vsla	vsla	ADJ
aesr-1337	169	30	groups	group	NOUN
aesr-1337	169	31	as	as	ADP
aesr-1337	169	32	vehicle	vehicle	NOUN
aesr-1337	169	33	of	of	ADP
aesr-1337	169	34	administering	administer	VERB
aesr-1337	169	35	loans	loan	NOUN
aesr-1337	169	36	/	/	SYM
aesr-1337	169	37	credit	credit	NOUN
aesr-1337	169	38	to	to	ADP
aesr-1337	169	39	small	small	ADJ
aesr-1337	169	40	scaled	scale	VERB
aesr-1337	169	41	farmers	farmer	NOUN
aesr-1337	169	42	to	to	PART
aesr-1337	169	43	achieve	achieve	VERB
aesr-1337	169	44	high	high	ADJ
aesr-1337	169	45	recovery	recovery	NOUN
aesr-1337	169	46	rate	rate	NOUN
aesr-1337	169	47	and	and	CCONJ
aesr-1337	169	48	increase	increase	VERB
aesr-1337	169	49	productivity	productivity	NOUN
aesr-1337	169	50	of	of	ADP
aesr-1337	169	51	farmers	farmer	NOUN
aesr-1337	169	52	.	.	PUNCT
aesr-1337	170	1	agriculture	agriculture	NOUN
aesr-1337	170	2	and	and	CCONJ
aesr-1337	170	3	food	food	NOUN
aesr-1337	170	4	sciences	sciences	PROPN
aesr-1337	170	5	research	research	NOUN
aesr-1337	170	6	,	,	PUNCT
aesr-1337	170	7	2020	2020	NUM
aesr-1337	170	8	,	,	PUNCT
aesr-1337	170	9	7(1	7(1	NUM
aesr-1337	170	10	):	):	PUNCT
aesr-1337	170	11	16	16	NUM
aesr-1337	170	12	-	-	SYM
aesr-1337	170	13	21	21	NUM
aesr-1337	170	14	21	21	NUM
aesr-1337	170	15	©	©	PROPN
aesr-1337	170	16	2020	2020	NUM
aesr-1337	170	17	by	by	ADP
aesr-1337	170	18	the	the	DET
aesr-1337	170	19	authors	author	NOUN
aesr-1337	170	20	;	;	PUNCT
aesr-1337	170	21	licensee	licensee	PROPN
aesr-1337	170	22	asian	asian	ADJ
aesr-1337	170	23	online	online	PROPN
aesr-1337	170	24	journal	journal	PROPN
aesr-1337	170	25	publishing	publishing	NOUN
aesr-1337	170	26	group	group	NOUN
aesr-1337	170	27	•	•	ADP
aesr-1337	170	28	the	the	DET
aesr-1337	170	29	small	small	ADJ
aesr-1337	170	30	scaled	scale	VERB
aesr-1337	170	31	farmers	farmer	NOUN
aesr-1337	170	32	in	in	ADP
aesr-1337	170	33	kintampo	kintampo	PROPN
aesr-1337	170	34	south	south	PROPN
aesr-1337	170	35	district	district	PROPN
aesr-1337	170	36	should	should	AUX
aesr-1337	170	37	be	be	AUX
aesr-1337	170	38	encouraged	encourage	VERB
aesr-1337	170	39	to	to	PART
aesr-1337	170	40	be	be	AUX
aesr-1337	170	41	part	part	NOUN
aesr-1337	170	42	of	of	ADP
aesr-1337	170	43	vsla	vsla	ADJ
aesr-1337	170	44	and	and	CCONJ
aesr-1337	170	45	other	other	ADJ
aesr-1337	170	46	cooperate	cooperate	NOUN
aesr-1337	170	47	groups	group	NOUN
aesr-1337	170	48	to	to	PART
aesr-1337	170	49	enable	enable	VERB
aesr-1337	170	50	them	they	PRON
aesr-1337	170	51	acquire	acquire	VERB
aesr-1337	170	52	credit	credit	NOUN
aesr-1337	170	53	which	which	PRON
aesr-1337	170	54	will	will	AUX
aesr-1337	170	55	enable	enable	VERB
aesr-1337	170	56	them	they	PRON
aesr-1337	170	57	purchase	purchase	VERB
aesr-1337	170	58	the	the	DET
aesr-1337	170	59	necessary	necessary	ADJ
aesr-1337	170	60	input	input	NOUN
aesr-1337	170	61	required	require	VERB
aesr-1337	170	62	to	to	ADP
aesr-1337	170	63	for	for	ADP
aesr-1337	170	64	cassava	cassava	NOUN
aesr-1337	170	65	farming	farming	NOUN
aesr-1337	170	66	activities	activity	NOUN
aesr-1337	170	67	.	.	PUNCT
aesr-1337	171	1	references	reference	NOUN
aesr-1337	171	2	[	[	X
aesr-1337	171	3	1	1	NUM
aesr-1337	171	4	]	]	X
aesr-1337	171	5	mofa	mofa	PROPN
aesr-1337	171	6	,	,	PUNCT
aesr-1337	171	7	"	"	PUNCT
aesr-1337	171	8	ministry	ministry	NOUN
aesr-1337	171	9	of	of	ADP
aesr-1337	171	10	food	food	NOUN
aesr-1337	171	11	and	and	CCONJ
aesr-1337	171	12	agriculture	agriculture	NOUN
aesr-1337	171	13	,	,	PUNCT
aesr-1337	171	14	statistics	statistic	NOUN
aesr-1337	171	15	,	,	PUNCT
aesr-1337	171	16	research	research	NOUN
aesr-1337	171	17	and	and	CCONJ
aesr-1337	171	18	information	information	NOUN
aesr-1337	171	19	directorate	directorate	NOUN
aesr-1337	171	20	(	(	PUNCT
aesr-1337	171	21	srid	srid	NOUN
aesr-1337	171	22	)	)	PUNCT
aesr-1337	171	23	,	,	PUNCT
aesr-1337	171	24	agriculture	agriculture	NOUN
aesr-1337	171	25	in	in	ADP
aesr-1337	171	26	ghana	ghana	PROPN
aesr-1337	171	27	facts	fact	NOUN
aesr-1337	171	28	and	and	CCONJ
aesr-1337	171	29	figures	figure	NOUN
aesr-1337	171	30	,	,	PUNCT
aesr-1337	171	31	accra	accra	NOUN
aesr-1337	171	32	.	.	PUNCT
aesr-1337	171	33	"	"	PUNCT
aesr-1337	171	34	retrieved	retrieve	VERB
aesr-1337	171	35	from	from	ADP
aesr-1337	171	36	:	:	PUNCT
aesr-1337	171	37	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2014.pdf	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2014.pdf	NOUN
aesr-1337	171	38	,	,	PUNCT
aesr-1337	171	39	2014	2014	NUM
aesr-1337	171	40	.	.	PUNCT
aesr-1337	172	1	[	[	X
aesr-1337	172	2	2	2	NUM
aesr-1337	172	3	]	]	X
aesr-1337	172	4	bank	bank	NOUN
aesr-1337	172	5	of	of	ADP
aesr-1337	172	6	ghana	ghana	PROPN
aesr-1337	172	7	(	(	PUNCT
aesr-1337	172	8	bog	bog	NOUN
aesr-1337	172	9	)	)	PUNCT
aesr-1337	172	10	,	,	PUNCT
aesr-1337	172	11	"	"	PUNCT
aesr-1337	172	12	quarter	quarter	NOUN
aesr-1337	172	13	1	1	NUM
aesr-1337	172	14	report	report	NOUN
aesr-1337	172	15	.	.	PUNCT
aesr-1337	172	16	"	"	PUNCT
aesr-1337	172	17	retrieved	retrieve	VERB
aesr-1337	172	18	from	from	ADP
aesr-1337	172	19	:	:	PUNCT
aesr-1337	172	20	https://www.bog.gov.gh	https://www.bog.gov.gh	NOUN
aesr-1337	172	21	.	.	PUNCT
aesr-1337	173	1	[	[	X
aesr-1337	173	2	accessed	access	VERB
aesr-1337	173	3	may	may	PROPN
aesr-1337	173	4	28	28	NUM
aesr-1337	173	5	,	,	PUNCT
aesr-1337	173	6	2017	2017	NUM
aesr-1337	173	7	]	]	PUNCT
aesr-1337	173	8	,	,	PUNCT
aesr-1337	173	9	2017	2017	NUM
aesr-1337	173	10	.	.	PUNCT
aesr-1337	174	1	[	[	X
aesr-1337	174	2	3	3	X
aesr-1337	174	3	]	]	X
aesr-1337	174	4	o.	o.	PROPN
aesr-1337	174	5	w.	w.	PROPN
aesr-1337	174	6	olowa	olowa	PROPN
aesr-1337	174	7	and	and	CCONJ
aesr-1337	174	8	o.	o.	PROPN
aesr-1337	174	9	a.	a.	PROPN
aesr-1337	174	10	olowa	olowa	PROPN
aesr-1337	174	11	,	,	PUNCT
aesr-1337	174	12	"	"	PUNCT
aesr-1337	174	13	issues	issue	NOUN
aesr-1337	174	14	,	,	PUNCT
aesr-1337	174	15	problems	problem	NOUN
aesr-1337	174	16	and	and	CCONJ
aesr-1337	174	17	policies	policy	NOUN
aesr-1337	174	18	in	in	ADP
aesr-1337	174	19	agricultural	agricultural	ADJ
aesr-1337	174	20	credit	credit	NOUN
aesr-1337	174	21	:	:	PUNCT
aesr-1337	174	22	a	a	DET
aesr-1337	174	23	review	review	NOUN
aesr-1337	174	24	of	of	ADP
aesr-1337	174	25	agricultural	agricultural	ADJ
aesr-1337	174	26	credit	credit	NOUN
aesr-1337	174	27	in	in	ADP
aesr-1337	174	28	nigeria	nigeria	PROPN
aesr-1337	174	29	,	,	PUNCT
aesr-1337	174	30	"	"	PUNCT
aesr-1337	174	31	bangladesh	bangladesh	NOUN
aesr-1337	174	32	e	e	NOUN
aesr-1337	174	33	-	-	NOUN
aesr-1337	174	34	journal	journal	NOUN
aesr-1337	174	35	of	of	ADP
aesr-1337	174	36	sociology	sociology	NOUN
aesr-1337	174	37	,	,	PUNCT
aesr-1337	174	38	vol	vol	NOUN
aesr-1337	174	39	.	.	PROPN
aesr-1337	174	40	8	8	NUM
aesr-1337	174	41	,	,	PUNCT
aesr-1337	174	42	pp	pp	ADJ
aesr-1337	174	43	.	.	PUNCT
aesr-1337	175	1	87	87	NUM
aesr-1337	175	2	-	-	SYM
aesr-1337	175	3	108	108	NUM
aesr-1337	175	4	,	,	PUNCT
aesr-1337	175	5	2011	2011	NUM
aesr-1337	175	6	.	.	PUNCT
aesr-1337	176	1	[	[	X
aesr-1337	176	2	4	4	NUM
aesr-1337	176	3	]	]	X
aesr-1337	176	4	i.	i.	PROPN
aesr-1337	176	5	jan	jan	PROPN
aesr-1337	176	6	and	and	CCONJ
aesr-1337	176	7	h.	h.	PROPN
aesr-1337	176	8	khan	khan	PROPN
aesr-1337	176	9	,	,	PUNCT
aesr-1337	176	10	"	"	PUNCT
aesr-1337	176	11	factors	factor	NOUN
aesr-1337	176	12	responsible	responsible	ADJ
aesr-1337	176	13	for	for	ADP
aesr-1337	176	14	rural	rural	ADJ
aesr-1337	176	15	household	household	NOUN
aesr-1337	176	16	participation	participation	NOUN
aesr-1337	176	17	in	in	ADP
aesr-1337	176	18	institutional	institutional	ADJ
aesr-1337	176	19	credit	credit	NOUN
aesr-1337	176	20	programs	program	NOUN
aesr-1337	176	21	in	in	ADP
aesr-1337	176	22	pakistan	pakistan	PROPN
aesr-1337	176	23	,	,	PUNCT
aesr-1337	176	24	"	"	PUNCT
aesr-1337	176	25	african	african	ADJ
aesr-1337	176	26	journal	journal	NOUN
aesr-1337	176	27	of	of	ADP
aesr-1337	176	28	business	business	NOUN
aesr-1337	176	29	management	management	NOUN
aesr-1337	176	30	,	,	PUNCT
aesr-1337	176	31	vol	vol	NOUN
aesr-1337	176	32	.	.	PROPN
aesr-1337	176	33	6	6	NUM
aesr-1337	176	34	,	,	PUNCT
aesr-1337	176	35	pp	pp	ADJ
aesr-1337	176	36	.	.	PUNCT
aesr-1337	176	37	1186	1186	NUM
aesr-1337	176	38	-	-	SYM
aesr-1337	176	39	1190	1190	NUM
aesr-1337	176	40	,	,	PUNCT
aesr-1337	176	41	2012	2012	NUM
aesr-1337	176	42	.	.	PUNCT
aesr-1337	177	1	[	[	X
aesr-1337	177	2	5	5	NUM
aesr-1337	177	3	]	]	PUNCT
aesr-1337	177	4	m.	m.	NOUN
aesr-1337	177	5	amedi	amedi	PROPN
aesr-1337	177	6	,	,	PUNCT
aesr-1337	177	7	"	"	PUNCT
aesr-1337	177	8	determinants	determinant	NOUN
aesr-1337	177	9	of	of	ADP
aesr-1337	177	10	loan	loan	NOUN
aesr-1337	177	11	repayment	repayment	NOUN
aesr-1337	177	12	performance	performance	NOUN
aesr-1337	177	13	among	among	ADP
aesr-1337	177	14	rice	rice	NOUN
aesr-1337	177	15	farmers	farmer	NOUN
aesr-1337	177	16	in	in	ADP
aesr-1337	177	17	hohoe	hohoe	NOUN
aesr-1337	177	18	municipality	municipality	NOUN
aesr-1337	177	19	,	,	PUNCT
aesr-1337	177	20	"	"	PUNCT
aesr-1337	177	21	unpublished	unpublished	ADJ
aesr-1337	177	22	mphil	mphil	PROPN
aesr-1337	177	23	.	.	PUNCT
aesr-1337	178	1	thesis	thesis	NOUN
aesr-1337	178	2	,	,	PUNCT
aesr-1337	178	3	submitted	submit	VERB
aesr-1337	178	4	to	to	ADP
aesr-1337	178	5	school	school	NOUN
aesr-1337	178	6	of	of	ADP
aesr-1337	178	7	graduate	graduate	NOUN
aesr-1337	178	8	studies	study	NOUN
aesr-1337	178	9	of	of	ADP
aesr-1337	178	10	university	university	PROPN
aesr-1337	178	11	of	of	ADP
aesr-1337	178	12	ghana	ghana	PROPN
aesr-1337	178	13	,	,	PUNCT
aesr-1337	178	14	legon	legon	PROPN
aesr-1337	178	15	,	,	PUNCT
aesr-1337	178	16	2012	2012	NUM
aesr-1337	178	17	.	.	PUNCT
aesr-1337	179	1	[	[	X
aesr-1337	179	2	6	6	NUM
aesr-1337	179	3	]	]	PUNCT
aesr-1337	179	4	m.	m.	NOUN
aesr-1337	179	5	h.	h.	PROPN
aesr-1337	179	6	sial	sial	PROPN
aesr-1337	179	7	,	,	PUNCT
aesr-1337	179	8	m.	m.	NOUN
aesr-1337	179	9	s.	s.	PROPN
aesr-1337	179	10	awan	awan	PROPN
aesr-1337	179	11	,	,	PUNCT
aesr-1337	179	12	and	and	CCONJ
aesr-1337	179	13	m.	m.	PROPN
aesr-1337	179	14	waqas	waqas	PROPN
aesr-1337	179	15	,	,	PUNCT
aesr-1337	179	16	"	"	PUNCT
aesr-1337	179	17	role	role	NOUN
aesr-1337	179	18	of	of	ADP
aesr-1337	179	19	institutional	institutional	ADJ
aesr-1337	179	20	credit	credit	NOUN
aesr-1337	179	21	on	on	ADP
aesr-1337	179	22	agricultural	agricultural	ADJ
aesr-1337	179	23	production	production	NOUN
aesr-1337	179	24	:	:	PUNCT
aesr-1337	179	25	a	a	DET
aesr-1337	179	26	time	time	NOUN
aesr-1337	179	27	series	series	NOUN
aesr-1337	179	28	analysis	analysis	NOUN
aesr-1337	179	29	of	of	ADP
aesr-1337	179	30	pakistan	pakistan	PROPN
aesr-1337	179	31	,	,	PUNCT
aesr-1337	179	32	"	"	PUNCT
aesr-1337	179	33	international	international	ADJ
aesr-1337	179	34	journal	journal	NOUN
aesr-1337	179	35	of	of	ADP
aesr-1337	179	36	economics	economic	NOUN
aesr-1337	179	37	and	and	CCONJ
aesr-1337	179	38	finance	finance	NOUN
aesr-1337	179	39	,	,	PUNCT
aesr-1337	179	40	vol	vol	NOUN
aesr-1337	179	41	.	.	PROPN
aesr-1337	179	42	3	3	NUM
aesr-1337	179	43	,	,	PUNCT
aesr-1337	179	44	2011	2011	NUM
aesr-1337	179	45	.	.	PUNCT
aesr-1337	180	1	[	[	X
aesr-1337	180	2	7	7	NUM
aesr-1337	180	3	]	]	X
aesr-1337	180	4	mofa	mofa	PROPN
aesr-1337	180	5	,	,	PUNCT
aesr-1337	180	6	"	"	PUNCT
aesr-1337	180	7	ministry	ministry	NOUN
aesr-1337	180	8	of	of	ADP
aesr-1337	180	9	food	food	NOUN
aesr-1337	180	10	and	and	CCONJ
aesr-1337	180	11	agriculture	agriculture	NOUN
aesr-1337	180	12	,	,	PUNCT
aesr-1337	180	13	statistics	statistic	NOUN
aesr-1337	180	14	,	,	PUNCT
aesr-1337	180	15	research	research	NOUN
aesr-1337	180	16	and	and	CCONJ
aesr-1337	180	17	information	information	NOUN
aesr-1337	180	18	directorate	directorate	NOUN
aesr-1337	180	19	(	(	PUNCT
aesr-1337	180	20	srid	srid	NOUN
aesr-1337	180	21	)	)	PUNCT
aesr-1337	180	22	,	,	PUNCT
aesr-1337	180	23	agriculture	agriculture	NOUN
aesr-1337	180	24	in	in	ADP
aesr-1337	180	25	ghana	ghana	PROPN
aesr-1337	180	26	facts	fact	NOUN
aesr-1337	180	27	and	and	CCONJ
aesr-1337	180	28	figures	figure	NOUN
aesr-1337	180	29	,	,	PUNCT
aesr-1337	180	30	accra	accra	NOUN
aesr-1337	180	31	.	.	PUNCT
aesr-1337	180	32	"	"	PUNCT
aesr-1337	180	33	retrieved	retrieve	VERB
aesr-1337	180	34	from	from	ADP
aesr-1337	180	35	:	:	PUNCT
aesr-1337	180	36	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2016.pdf	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2016.pdf	NOUN
aesr-1337	180	37	,	,	PUNCT
aesr-1337	180	38	2014	2014	NUM
aesr-1337	180	39	.	.	PUNCT
aesr-1337	181	1	[	[	X
aesr-1337	181	2	8	8	NUM
aesr-1337	181	3	]	]	X
aesr-1337	181	4	isser	isser	NOUN
aesr-1337	181	5	,	,	PUNCT
aesr-1337	181	6	"	"	PUNCT
aesr-1337	181	7	institute	institute	NOUN
aesr-1337	181	8	of	of	ADP
aesr-1337	181	9	statistical	statistical	ADJ
aesr-1337	181	10	,	,	PUNCT
aesr-1337	181	11	social	social	ADJ
aesr-1337	181	12	and	and	CCONJ
aesr-1337	181	13	economic	economic	ADJ
aesr-1337	181	14	research	research	NOUN
aesr-1337	181	15	(	(	PUNCT
aesr-1337	181	16	isser	isser	PROPN
aesr-1337	181	17	)	)	PUNCT
aesr-1337	181	18	,	,	PUNCT
aesr-1337	181	19	agricultural	agricultural	ADJ
aesr-1337	181	20	sector	sector	NOUN
aesr-1337	181	21	development	development	NOUN
aesr-1337	181	22	:	:	PUNCT
aesr-1337	181	23	policies	policy	NOUN
aesr-1337	181	24	and	and	CCONJ
aesr-1337	181	25	options	option	NOUN
aesr-1337	181	26	,	,	PUNCT
aesr-1337	181	27	working	work	VERB
aesr-1337	181	28	paper	paper	NOUN
aesr-1337	181	29	1	1	NUM
aesr-1337	181	30	,	,	PUNCT
aesr-1337	181	31	accra	accra	NOUN
aesr-1337	181	32	,	,	PUNCT
aesr-1337	181	33	ghana	ghana	PROPN
aesr-1337	181	34	,	,	PUNCT
aesr-1337	181	35	"	"	PUNCT
aesr-1337	181	36	pp	pp	ADP
aesr-1337	181	37	.	.	PUNCT
aesr-1337	182	1	50	50	NUM
aesr-1337	182	2	-	-	SYM
aesr-1337	182	3	61	61	NUM
aesr-1337	182	4	,	,	PUNCT
aesr-1337	182	5	2003	2003	NUM
aesr-1337	182	6	.	.	PUNCT
aesr-1337	183	1	[	[	X
aesr-1337	183	2	9	9	X
aesr-1337	183	3	]	]	PUNCT
aesr-1337	183	4	e.	e.	PROPN
aesr-1337	183	5	aryeetey	aryeetey	PROPN
aesr-1337	183	6	and	and	CCONJ
aesr-1337	183	7	gockel	gockel	PROPN
aesr-1337	183	8	,	,	PUNCT
aesr-1337	183	9	"	"	PUNCT
aesr-1337	183	10	mobilising	mobilise	VERB
aesr-1337	183	11	domestic	domestic	ADJ
aesr-1337	183	12	resources	resource	NOUN
aesr-1337	183	13	for	for	ADP
aesr-1337	183	14	capital	capital	NOUN
aesr-1337	183	15	formation	formation	NOUN
aesr-1337	183	16	in	in	ADP
aesr-1337	183	17	ghana	ghana	PROPN
aesr-1337	183	18	:	:	PUNCT
aesr-1337	183	19	the	the	DET
aesr-1337	183	20	role	role	NOUN
aesr-1337	183	21	of	of	ADP
aesr-1337	183	22	informal	informal	ADJ
aesr-1337	183	23	financial	financial	ADJ
aesr-1337	183	24	sector	sector	NOUN
aesr-1337	183	25	.	.	PUNCT
aesr-1337	184	1	aerc	aerc	PROPN
aesr-1337	184	2	research	research	NOUN
aesr-1337	184	3	paper	paper	NOUN
aesr-1337	184	4	no.3	no.3	PROPN
aesr-1337	184	5	,	,	PUNCT
aesr-1337	184	6	"	"	PUNCT
aesr-1337	184	7	1991	1991	NUM
aesr-1337	184	8	.	.	PUNCT
aesr-1337	185	1	[	[	X
aesr-1337	185	2	10	10	NUM
aesr-1337	185	3	]	]	X
aesr-1337	185	4	ghana	ghana	PROPN
aesr-1337	185	5	statistical	statistical	ADJ
aesr-1337	185	6	service	service	NOUN
aesr-1337	185	7	(	(	PUNCT
aesr-1337	185	8	g.s.s	g.s.s	PROPN
aesr-1337	185	9	)	)	PUNCT
aesr-1337	185	10	,	,	PUNCT
aesr-1337	185	11	"	"	PUNCT
aesr-1337	185	12	population	population	NOUN
aesr-1337	185	13	&	&	CCONJ
aesr-1337	185	14	housing	housing	PROPN
aesr-1337	185	15	census	census	PROPN
aesr-1337	185	16	(	(	PUNCT
aesr-1337	185	17	phc	phc	PROPN
aesr-1337	185	18	)	)	PUNCT
aesr-1337	185	19	summary	summary	NOUN
aesr-1337	185	20	report	report	NOUN
aesr-1337	185	21	of	of	ADP
aesr-1337	185	22	final	final	ADJ
aesr-1337	185	23	results	result	NOUN
aesr-1337	185	24	.	.	PUNCT
aesr-1337	186	1	accra	accra	PROPN
aesr-1337	186	2	ghana	ghana	PROPN
aesr-1337	186	3	.	.	PUNCT
aesr-1337	186	4	"	"	PUNCT
aesr-1337	186	5	retrieved	retrieve	VERB
aesr-1337	186	6	from	from	ADP
aesr-1337	186	7	:	:	PUNCT
aesr-1337	186	8	https:/www.statsghana.gov.gh/[various	https:/www.statsghana.gov.gh/[various	ADJ
aesr-1337	186	9	,	,	PUNCT
aesr-1337	186	10	2011	2011	NUM
aesr-1337	186	11	.	.	PUNCT
aesr-1337	187	1	[	[	X
aesr-1337	187	2	11	11	NUM
aesr-1337	187	3	]	]	PUNCT
aesr-1337	187	4	r.	r.	PROPN
aesr-1337	187	5	olaleye	olaleye	PROPN
aesr-1337	187	6	,	,	PUNCT
aesr-1337	187	7	"	"	PUNCT
aesr-1337	187	8	effectiveness	effectiveness	NOUN
aesr-1337	187	9	of	of	ADP
aesr-1337	187	10	development	development	NOUN
aesr-1337	187	11	intervention	intervention	NOUN
aesr-1337	187	12	for	for	ADP
aesr-1337	187	13	economic	economic	ADJ
aesr-1337	187	14	empowerment	empowerment	NOUN
aesr-1337	187	15	on	on	ADP
aesr-1337	187	16	rural	rural	ADJ
aesr-1337	187	17	women	woman	NOUN
aesr-1337	187	18	in	in	ADP
aesr-1337	187	19	ondo	ondo	PROPN
aesr-1337	187	20	nigeria	nigeria	PROPN
aesr-1337	187	21	,	,	PUNCT
aesr-1337	187	22	"	"	PUNCT
aesr-1337	187	23	an	an	DET
aesr-1337	187	24	unpublished	unpublished	ADJ
aesr-1337	187	25	ph	ph	NOUN
aesr-1337	187	26	.	.	PUNCT
aesr-1337	188	1	d	d	NOUN
aesr-1337	188	2	thesis	thesis	NOUN
aesr-1337	188	3	submitted	submit	VERB
aesr-1337	188	4	to	to	ADP
aesr-1337	188	5	the	the	DET
aesr-1337	188	6	department	department	NOUN
aesr-1337	188	7	of	of	ADP
aesr-1337	188	8	agricultural	agricultural	ADJ
aesr-1337	188	9	extension	extension	NOUN
aesr-1337	188	10	and	and	CCONJ
aesr-1337	188	11	rural	rural	ADJ
aesr-1337	188	12	development	development	NOUN
aesr-1337	188	13	,	,	PUNCT
aesr-1337	188	14	university	university	PROPN
aesr-1337	188	15	of	of	ADP
aesr-1337	188	16	ibadan	ibadan	PROPN
aesr-1337	188	17	,	,	PUNCT
aesr-1337	188	18	ibadan	ibadan	PROPN
aesr-1337	188	19	,	,	PUNCT
aesr-1337	188	20	2000	2000	NUM
aesr-1337	188	21	.	.	PUNCT
aesr-1337	189	1	[	[	X
aesr-1337	189	2	12	12	NUM
aesr-1337	189	3	]	]	X
aesr-1337	189	4	o.	o.	NOUN
aesr-1337	189	5	o.	o.	PROPN
aesr-1337	189	6	adebayo	adebayo	PROPN
aesr-1337	189	7	and	and	CCONJ
aesr-1337	189	8	r.	r.	PROPN
aesr-1337	189	9	g.	g.	PROPN
aesr-1337	189	10	adeola	adeola	PROPN
aesr-1337	189	11	,	,	PUNCT
aesr-1337	189	12	"	"	PUNCT
aesr-1337	189	13	sources	source	NOUN
aesr-1337	189	14	and	and	CCONJ
aesr-1337	189	15	uses	use	NOUN
aesr-1337	189	16	of	of	ADP
aesr-1337	189	17	agricultural	agricultural	ADJ
aesr-1337	189	18	credit	credit	NOUN
aesr-1337	189	19	by	by	ADP
aesr-1337	189	20	small	small	ADJ
aesr-1337	189	21	-	-	PUNCT
aesr-1337	189	22	scale	scale	NOUN
aesr-1337	189	23	farmers	farmer	NOUN
aesr-1337	189	24	in	in	ADP
aesr-1337	189	25	surulere	surulere	ADJ
aesr-1337	189	26	local	local	ADJ
aesr-1337	189	27	government	government	NOUN
aesr-1337	189	28	area	area	NOUN
aesr-1337	189	29	of	of	ADP
aesr-1337	189	30	oyo	oyo	NOUN
aesr-1337	189	31	state	state	NOUN
aesr-1337	189	32	,	,	PUNCT
aesr-1337	189	33	"	"	PUNCT
aesr-1337	189	34	anthropologist	anthropologist	NOUN
aesr-1337	189	35	,	,	PUNCT
aesr-1337	189	36	vol	vol	NOUN
aesr-1337	189	37	.	.	PROPN
aesr-1337	189	38	10	10	NUM
aesr-1337	189	39	,	,	PUNCT
aesr-1337	189	40	pp	pp	ADJ
aesr-1337	189	41	.	.	PUNCT
aesr-1337	190	1	313	313	NUM
aesr-1337	190	2	-	-	SYM
aesr-1337	190	3	314	314	NUM
aesr-1337	190	4	,	,	PUNCT
aesr-1337	190	5	2008.available	2008.available	ADJ
aesr-1337	190	6	at	at	ADP
aesr-1337	190	7	:	:	PUNCT
aesr-1337	190	8	https://doi.org/10.1080/09720073.2008.11891069	https://doi.org/10.1080/09720073.2008.11891069	NOUN
aesr-1337	190	9	.	.	PUNCT
aesr-1337	191	1	[	[	X
aesr-1337	191	2	13	13	NUM
aesr-1337	191	3	]	]	X
aesr-1337	191	4	mofa	mofa	PROPN
aesr-1337	191	5	,	,	PUNCT
aesr-1337	191	6	"	"	PUNCT
aesr-1337	191	7	ministry	ministry	NOUN
aesr-1337	191	8	of	of	ADP
aesr-1337	191	9	food	food	NOUN
aesr-1337	191	10	and	and	CCONJ
aesr-1337	191	11	agriculture	agriculture	NOUN
aesr-1337	191	12	,	,	PUNCT
aesr-1337	191	13	statistics	statistic	NOUN
aesr-1337	191	14	,	,	PUNCT
aesr-1337	191	15	research	research	NOUN
aesr-1337	191	16	and	and	CCONJ
aesr-1337	191	17	information	information	NOUN
aesr-1337	191	18	directorate	directorate	NOUN
aesr-1337	191	19	(	(	PUNCT
aesr-1337	191	20	srid	srid	NOUN
aesr-1337	191	21	)	)	PUNCT
aesr-1337	191	22	,	,	PUNCT
aesr-1337	191	23	agriculture	agriculture	NOUN
aesr-1337	191	24	in	in	ADP
aesr-1337	191	25	ghana	ghana	PROPN
aesr-1337	191	26	facts	fact	NOUN
aesr-1337	191	27	and	and	CCONJ
aesr-1337	191	28	figures	figure	NOUN
aesr-1337	191	29	,	,	PUNCT
aesr-1337	191	30	accra	accra	NOUN
aesr-1337	191	31	.	.	PUNCT
aesr-1337	191	32	"	"	PUNCT
aesr-1337	191	33	retrieved	retrieve	VERB
aesr-1337	191	34	from	from	ADP
aesr-1337	191	35	:	:	PUNCT
aesr-1337	191	36	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2016.pdf	http://agricinghana.com/wp-content/uploads/2017/07/agriculture-in-ghana-facts-and-figures2016.pdf	NOUN
aesr-1337	191	37	,	,	PUNCT
aesr-1337	191	38	2016	2016	NUM
aesr-1337	191	39	.	.	PUNCT
aesr-1337	192	1	asian	asian	ADJ
aesr-1337	192	2	online	online	PROPN
aesr-1337	192	3	journal	journal	PROPN
aesr-1337	192	4	publishing	publishing	NOUN
aesr-1337	192	5	group	group	NOUN
aesr-1337	192	6	is	be	AUX
aesr-1337	192	7	not	not	PART
aesr-1337	192	8	responsible	responsible	ADJ
aesr-1337	192	9	or	or	CCONJ
aesr-1337	192	10	answerable	answerable	ADJ
aesr-1337	192	11	for	for	ADP
aesr-1337	192	12	any	any	DET
aesr-1337	192	13	loss	loss	NOUN
aesr-1337	192	14	,	,	PUNCT
aesr-1337	192	15	damage	damage	NOUN
aesr-1337	192	16	or	or	CCONJ
aesr-1337	192	17	liability	liability	NOUN
aesr-1337	192	18	,	,	PUNCT
aesr-1337	192	19	etc	etc	X
aesr-1337	192	20	.	.	X
aesr-1337	192	21	caused	cause	VERB
aesr-1337	192	22	in	in	ADP
aesr-1337	192	23	relation	relation	NOUN
aesr-1337	192	24	to	to	PART
aesr-1337	192	25	/	/	PUNCT
aesr-1337	192	26	arising	arise	VERB
aesr-1337	192	27	out	out	ADP
aesr-1337	192	28	of	of	ADP
aesr-1337	192	29	the	the	DET
aesr-1337	192	30	use	use	NOUN
aesr-1337	192	31	of	of	ADP
aesr-1337	192	32	the	the	DET
aesr-1337	192	33	content	content	NOUN
aesr-1337	192	34	.	.	PUNCT
aesr-1337	193	1	any	any	DET
aesr-1337	193	2	queries	query	NOUN
aesr-1337	193	3	should	should	AUX
aesr-1337	193	4	be	be	AUX
aesr-1337	193	5	directed	direct	VERB
aesr-1337	193	6	to	to	ADP
aesr-1337	193	7	the	the	DET
aesr-1337	193	8	corresponding	corresponding	ADJ
aesr-1337	193	9	author	author	NOUN
aesr-1337	193	10	of	of	ADP
aesr-1337	193	11	the	the	DET
aesr-1337	193	12	article	article	NOUN
aesr-1337	193	13	.	.	PUNCT