id	sid	tid	token	lemma	pos
aesr-6169	1	1	87	87	NUM
aesr-6169	1	2	©	©	ADP
aesr-6169	1	3	2024	2024	NUM
aesr-6169	1	4	by	by	ADP
aesr-6169	1	5	the	the	DET
aesr-6169	1	6	authors	author	NOUN
aesr-6169	1	7	;	;	PUNCT
aesr-6169	1	8	licensee	licensee	PROPN
aesr-6169	1	9	asian	asian	ADJ
aesr-6169	1	10	online	online	PROPN
aesr-6169	1	11	journal	journal	PROPN
aesr-6169	1	12	publishing	publishing	NOUN
aesr-6169	1	13	group	group	NOUN
aesr-6169	1	14	agriculture	agriculture	PROPN
aesr-6169	1	15	and	and	CCONJ
aesr-6169	1	16	food	food	NOUN
aesr-6169	1	17	sciences	sciences	PROPN
aesr-6169	1	18	research	research	NOUN
aesr-6169	1	19	vol	vol	NOUN
aesr-6169	1	20	.	.	PUNCT
aesr-6169	2	1	11	11	NUM
aesr-6169	2	2	,	,	PUNCT
aesr-6169	2	3	no	no	INTJ
aesr-6169	2	4	.	.	NOUN
aesr-6169	2	5	2	2	NUM
aesr-6169	2	6	,	,	PUNCT
aesr-6169	2	7	87	87	NUM
aesr-6169	2	8	-	-	SYM
aesr-6169	2	9	95	95	NUM
aesr-6169	2	10	,	,	PUNCT
aesr-6169	2	11	2024	2024	NUM
aesr-6169	2	12	issn(e	issn(e	PROPN
aesr-6169	2	13	)	)	PUNCT
aesr-6169	2	14	2411	2411	NUM
aesr-6169	2	15	-	-	SYM
aesr-6169	2	16	6653/	6653/	NUM
aesr-6169	2	17	issn(p	issn(p	NOUN
aesr-6169	2	18	)	)	PUNCT
aesr-6169	2	19	2518	2518	NUM
aesr-6169	2	20	-	-	SYM
aesr-6169	2	21	0193	0193	NUM
aesr-6169	2	22	doi	doi	NOUN
aesr-6169	2	23	:	:	PUNCT
aesr-6169	2	24	10.20448	10.20448	NUM
aesr-6169	2	25	/	/	SYM
aesr-6169	2	26	aesr.v11i2.6169	aesr.v11i2.6169	PROPN
aesr-6169	3	1	©	©	ADP
aesr-6169	3	2	2024	2024	NUM
aesr-6169	3	3	by	by	ADP
aesr-6169	3	4	the	the	DET
aesr-6169	3	5	authors	author	NOUN
aesr-6169	3	6	;	;	PUNCT
aesr-6169	3	7	licensee	licensee	PROPN
aesr-6169	3	8	asian	asian	ADJ
aesr-6169	3	9	online	online	PROPN
aesr-6169	3	10	journal	journal	PROPN
aesr-6169	3	11	publishing	publishing	NOUN
aesr-6169	3	12	group	group	NOUN
aesr-6169	3	13	impact	impact	NOUN
aesr-6169	3	14	of	of	ADP
aesr-6169	3	15	bank	bank	NOUN
aesr-6169	3	16	of	of	ADP
aesr-6169	3	17	agriculture	agriculture	NOUN
aesr-6169	3	18	credit	credit	NOUN
aesr-6169	3	19	’s	’s	NOUN
aesr-6169	3	20	on	on	ADP
aesr-6169	3	21	agricultural	agricultural	ADJ
aesr-6169	3	22	productivity	productivity	NOUN
aesr-6169	3	23	in	in	ADP
aesr-6169	3	24	south	south	ADJ
aesr-6169	3	25	western	western	PROPN
aesr-6169	3	26	nigeria	nigeria	PROPN
aesr-6169	3	27	rasaki	rasaki	PROPN
aesr-6169	3	28	,	,	PUNCT
aesr-6169	3	29	wasiu	wasiu	PROPN
aesr-6169	3	30	adedamola1	adedamola1	PROPN
aesr-6169	3	31	omotoso	omotoso	ADV
aesr-6169	3	32	,	,	PUNCT
aesr-6169	3	33	abeeb	abeeb	PROPN
aesr-6169	3	34	bababtunde2	bababtunde2	PROPN
aesr-6169	4	1	(	(	PUNCT
aesr-6169	4	2			PROPN
aesr-6169	4	3	corresponding	correspond	VERB
aesr-6169	4	4	author	author	NOUN
aesr-6169	4	5	)	)	PUNCT
aesr-6169	4	6	1department	1department	NUM
aesr-6169	4	7	of	of	ADP
aesr-6169	4	8	agribusiness	agribusiness	NOUN
aesr-6169	4	9	,	,	PUNCT
aesr-6169	4	10	oyo	oyo	NOUN
aesr-6169	4	11	state	state	NOUN
aesr-6169	4	12	college	college	NOUN
aesr-6169	4	13	of	of	ADP
aesr-6169	4	14	agriculture	agriculture	NOUN
aesr-6169	4	15	and	and	CCONJ
aesr-6169	4	16	technology	technology	NOUN
aesr-6169	4	17	,	,	PUNCT
aesr-6169	4	18	igboora	igboora	PROPN
aesr-6169	4	19	,	,	PUNCT
aesr-6169	4	20	nigeria	nigeria	PROPN
aesr-6169	4	21	.	.	PUNCT
aesr-6169	5	1	email	email	NOUN
aesr-6169	5	2	:	:	PUNCT
aesr-6169	5	3	awrasaki@oyscatech.edu.ng	awrasaki@oyscatech.edu.ng	VERB
aesr-6169	5	4	2department	2department	NUM
aesr-6169	5	5	of	of	ADP
aesr-6169	5	6	agricultural	agricultural	ADJ
aesr-6169	5	7	technology	technology	NOUN
aesr-6169	5	8	,	,	PUNCT
aesr-6169	5	9	oyo	oyo	NOUN
aesr-6169	5	10	state	state	NOUN
aesr-6169	5	11	college	college	NOUN
aesr-6169	5	12	of	of	ADP
aesr-6169	5	13	agriculture	agriculture	NOUN
aesr-6169	5	14	and	and	CCONJ
aesr-6169	5	15	technology	technology	NOUN
aesr-6169	5	16	,	,	PUNCT
aesr-6169	5	17	igboora	igboora	PROPN
aesr-6169	5	18	,	,	PUNCT
aesr-6169	5	19	nigeria	nigeria	PROPN
aesr-6169	5	20	.	.	PUNCT
aesr-6169	6	1	email	email	NOUN
aesr-6169	6	2	:	:	PUNCT
aesr-6169	7	1	omotosoabeebtunde@yahoo.com	omotosoabeebtunde@yahoo.com	X
aesr-6169	7	2	abstract	abstract	ADJ
aesr-6169	7	3	this	this	DET
aesr-6169	7	4	study	study	NOUN
aesr-6169	7	5	examined	examine	VERB
aesr-6169	7	6	the	the	DET
aesr-6169	7	7	impact	impact	NOUN
aesr-6169	7	8	of	of	ADP
aesr-6169	7	9	bank	bank	NOUN
aesr-6169	7	10	of	of	ADP
aesr-6169	7	11	agriculture	agriculture	PROPN
aesr-6169	7	12	(	(	PUNCT
aesr-6169	7	13	boa	boa	NOUN
aesr-6169	7	14	)	)	PUNCT
aesr-6169	7	15	credit	credit	NOUN
aesr-6169	7	16	facilities	facility	NOUN
aesr-6169	7	17	on	on	ADP
aesr-6169	7	18	agricultural	agricultural	ADJ
aesr-6169	7	19	productivity	productivity	NOUN
aesr-6169	7	20	in	in	ADP
aesr-6169	7	21	the	the	DET
aesr-6169	7	22	south	south	NOUN
aesr-6169	7	23	-	-	PUNCT
aesr-6169	7	24	west	west	PROPN
aesr-6169	7	25	region	region	NOUN
aesr-6169	7	26	of	of	ADP
aesr-6169	7	27	nigeria	nigeria	PROPN
aesr-6169	7	28	.	.	PUNCT
aesr-6169	8	1	a	a	DET
aesr-6169	8	2	multi	multi	ADJ
aesr-6169	8	3	-	-	ADJ
aesr-6169	8	4	stage	stage	ADJ
aesr-6169	8	5	sampling	sampling	NOUN
aesr-6169	8	6	technique	technique	NOUN
aesr-6169	8	7	was	be	AUX
aesr-6169	8	8	employed	employ	VERB
aesr-6169	8	9	to	to	PART
aesr-6169	8	10	select	select	VERB
aesr-6169	8	11	225	225	NUM
aesr-6169	8	12	beneficiaries	beneficiary	NOUN
aesr-6169	8	13	and	and	CCONJ
aesr-6169	8	14	630	630	NUM
aesr-6169	8	15	non	non	ADJ
aesr-6169	8	16	-	-	ADJ
aesr-6169	8	17	beneficiaries	beneficiary	NOUN
aesr-6169	8	18	farmers	farmer	NOUN
aesr-6169	8	19	.	.	PUNCT
aesr-6169	9	1	descriptive	descriptive	ADJ
aesr-6169	9	2	statistics	statistic	NOUN
aesr-6169	9	3	were	be	AUX
aesr-6169	9	4	implemented	implement	VERB
aesr-6169	9	5	to	to	PART
aesr-6169	9	6	investigate	investigate	VERB
aesr-6169	9	7	the	the	DET
aesr-6169	9	8	socio	socio	NOUN
aesr-6169	9	9	-	-	PUNCT
aesr-6169	9	10	economic	economic	ADJ
aesr-6169	9	11	attributes	attribute	NOUN
aesr-6169	9	12	of	of	ADP
aesr-6169	9	13	the	the	DET
aesr-6169	9	14	respondents	respondent	NOUN
aesr-6169	9	15	.	.	PUNCT
aesr-6169	10	1	impact	impact	NOUN
aesr-6169	10	2	of	of	ADP
aesr-6169	10	3	credit	credit	NOUN
aesr-6169	10	4	was	be	AUX
aesr-6169	10	5	analyzed	analyze	VERB
aesr-6169	10	6	using	use	VERB
aesr-6169	10	7	propensity	propensity	NOUN
aesr-6169	10	8	score	score	NOUN
aesr-6169	10	9	matching	matching	NOUN
aesr-6169	10	10	(	(	PUNCT
aesr-6169	10	11	psm	psm	NOUN
aesr-6169	10	12	)	)	PUNCT
aesr-6169	10	13	,	,	PUNCT
aesr-6169	10	14	and	and	CCONJ
aesr-6169	10	15	the	the	DET
aesr-6169	10	16	productivity	productivity	NOUN
aesr-6169	10	17	of	of	ADP
aesr-6169	10	18	producers	producer	NOUN
aesr-6169	10	19	was	be	AUX
aesr-6169	10	20	analyzed	analyze	VERB
aesr-6169	10	21	using	use	VERB
aesr-6169	10	22	total	total	ADJ
aesr-6169	10	23	factor	factor	NOUN
aesr-6169	10	24	productivity	productivity	NOUN
aesr-6169	10	25	(	(	PUNCT
aesr-6169	10	26	tfp	tfp	PROPN
aesr-6169	10	27	)	)	PUNCT
aesr-6169	10	28	.	.	PUNCT
aesr-6169	11	1	the	the	DET
aesr-6169	11	2	respondents	respondent	NOUN
aesr-6169	11	3	'	'	PART
aesr-6169	11	4	average	average	ADJ
aesr-6169	11	5	age	age	NOUN
aesr-6169	11	6	was	be	AUX
aesr-6169	11	7	47.6	47.6	NUM
aesr-6169	11	8	years	year	NOUN
aesr-6169	11	9	,	,	PUNCT
aesr-6169	11	10	and	and	CCONJ
aesr-6169	11	11	87.0	87.0	NUM
aesr-6169	11	12	%	%	NOUN
aesr-6169	11	13	of	of	ADP
aesr-6169	11	14	them	they	PRON
aesr-6169	11	15	were	be	AUX
aesr-6169	11	16	male	male	ADJ
aesr-6169	11	17	.	.	PUNCT
aesr-6169	12	1	the	the	DET
aesr-6169	12	2	average	average	ADJ
aesr-6169	12	3	psm	psm	NOUN
aesr-6169	12	4	score	score	NOUN
aesr-6169	12	5	was	be	AUX
aesr-6169	12	6	0.269	0.269	NUM
aesr-6169	12	7	,	,	PUNCT
aesr-6169	12	8	with	with	ADP
aesr-6169	12	9	four	four	NUM
aesr-6169	12	10	matching	matching	NOUN
aesr-6169	12	11	methods	method	NOUN
aesr-6169	12	12	(	(	PUNCT
aesr-6169	12	13	nearest	near	ADJ
aesr-6169	12	14	neighbour	neighbour	NOUN
aesr-6169	12	15	,	,	PUNCT
aesr-6169	12	16	radius	radius	NOUN
aesr-6169	12	17	,	,	PUNCT
aesr-6169	12	18	kernel	kernel	NOUN
aesr-6169	12	19	,	,	PUNCT
aesr-6169	12	20	and	and	CCONJ
aesr-6169	12	21	stratification	stratification	NOUN
aesr-6169	12	22	matching	matching	NOUN
aesr-6169	12	23	)	)	PUNCT
aesr-6169	12	24	being	be	AUX
aesr-6169	12	25	implemented	implement	VERB
aesr-6169	12	26	.	.	PUNCT
aesr-6169	13	1	the	the	DET
aesr-6169	13	2	maximum	maximum	ADJ
aesr-6169	13	3	and	and	CCONJ
aesr-6169	13	4	minimum	minimum	ADJ
aesr-6169	13	5	propensity	propensity	NOUN
aesr-6169	13	6	were	be	AUX
aesr-6169	13	7	0.8207	0.8207	NUM
aesr-6169	13	8	and	and	CCONJ
aesr-6169	13	9	0.0525	0.0525	NUM
aesr-6169	13	10	,	,	PUNCT
aesr-6169	13	11	respectively	respectively	ADV
aesr-6169	13	12	.	.	PUNCT
aesr-6169	14	1	both	both	CCONJ
aesr-6169	14	2	the	the	DET
aesr-6169	14	3	balancing	balance	VERB
aesr-6169	14	4	property	property	NOUN
aesr-6169	14	5	and	and	CCONJ
aesr-6169	14	6	the	the	DET
aesr-6169	14	7	region	region	NOUN
aesr-6169	14	8	of	of	ADP
aesr-6169	14	9	common	common	ADJ
aesr-6169	14	10	support	support	NOUN
aesr-6169	14	11	(	(	PUNCT
aesr-6169	14	12	0.0503	0.0503	NUM
aesr-6169	14	13	,	,	PUNCT
aesr-6169	14	14	0.8209	0.8209	NUM
aesr-6169	14	15	)	)	PUNCT
aesr-6169	14	16	were	be	AUX
aesr-6169	14	17	satisfied	satisfied	ADJ
aesr-6169	14	18	.	.	PUNCT
aesr-6169	15	1	the	the	DET
aesr-6169	15	2	average	average	ADJ
aesr-6169	15	3	treatment	treatment	NOUN
aesr-6169	15	4	effect	effect	NOUN
aesr-6169	15	5	on	on	ADP
aesr-6169	15	6	the	the	DET
aesr-6169	15	7	productivity	productivity	NOUN
aesr-6169	15	8	differences	difference	NOUN
aesr-6169	15	9	of	of	ADP
aesr-6169	15	10	the	the	DET
aesr-6169	15	11	treated	treat	VERB
aesr-6169	15	12	(	(	PUNCT
aesr-6169	15	13	att	att	PROPN
aesr-6169	15	14	)	)	PUNCT
aesr-6169	15	15	was	be	AUX
aesr-6169	15	16	approximately	approximately	ADV
aesr-6169	15	17	0.347	0.347	NUM
aesr-6169	15	18	,	,	PUNCT
aesr-6169	15	19	and	and	CCONJ
aesr-6169	15	20	this	this	DET
aesr-6169	15	21	difference	difference	NOUN
aesr-6169	15	22	was	be	AUX
aesr-6169	15	23	statistically	statistically	ADV
aesr-6169	15	24	significant	significant	ADJ
aesr-6169	15	25	at	at	ADP
aesr-6169	15	26	the	the	DET
aesr-6169	15	27	1	1	NUM
aesr-6169	15	28	%	%	NOUN
aesr-6169	15	29	level	level	NOUN
aesr-6169	15	30	.	.	PUNCT
aesr-6169	16	1	productivity	productivity	NOUN
aesr-6169	16	2	of	of	ADP
aesr-6169	16	3	att	att	PROPN
aesr-6169	16	4	varied	vary	VERB
aesr-6169	16	5	by	by	ADP
aesr-6169	16	6	approximately	approximately	ADV
aesr-6169	16	7	21.0	21.0	NUM
aesr-6169	16	8	%	%	NOUN
aesr-6169	16	9	.	.	PUNCT
aesr-6169	17	1	in	in	ADP
aesr-6169	17	2	summary	summary	NOUN
aesr-6169	17	3	,	,	PUNCT
aesr-6169	17	4	this	this	DET
aesr-6169	17	5	investigation	investigation	NOUN
aesr-6169	17	6	provided	provide	VERB
aesr-6169	17	7	compelling	compelling	ADJ
aesr-6169	17	8	evidence	evidence	NOUN
aesr-6169	17	9	that	that	SCONJ
aesr-6169	17	10	the	the	DET
aesr-6169	17	11	boa	boa	NOUN
aesr-6169	17	12	credits	credit	NOUN
aesr-6169	17	13	have	have	AUX
aesr-6169	17	14	a	a	DET
aesr-6169	17	15	positive	positive	ADJ
aesr-6169	17	16	impact	impact	NOUN
aesr-6169	17	17	on	on	ADP
aesr-6169	17	18	agricultural	agricultural	ADJ
aesr-6169	17	19	productivity	productivity	NOUN
aesr-6169	17	20	in	in	ADP
aesr-6169	17	21	the	the	DET
aesr-6169	17	22	south	south	ADJ
aesr-6169	17	23	west	west	NOUN
aesr-6169	17	24	.	.	PUNCT
aesr-6169	18	1	it	it	PRON
aesr-6169	18	2	was	be	AUX
aesr-6169	18	3	suggested	suggest	VERB
aesr-6169	18	4	that	that	SCONJ
aesr-6169	18	5	administrations	administration	NOUN
aesr-6169	18	6	at	at	ADP
aesr-6169	18	7	all	all	DET
aesr-6169	18	8	levels	level	NOUN
aesr-6169	18	9	and	and	CCONJ
aesr-6169	18	10	financial	financial	ADJ
aesr-6169	18	11	stakeholders	stakeholder	NOUN
aesr-6169	18	12	should	should	AUX
aesr-6169	18	13	collaborate	collaborate	VERB
aesr-6169	18	14	to	to	PART
aesr-6169	18	15	ensure	ensure	VERB
aesr-6169	18	16	that	that	SCONJ
aesr-6169	18	17	producers	producer	NOUN
aesr-6169	18	18	have	have	VERB
aesr-6169	18	19	access	access	NOUN
aesr-6169	18	20	to	to	ADP
aesr-6169	18	21	credit	credit	NOUN
aesr-6169	18	22	.	.	PUNCT
aesr-6169	19	1	keywords	keyword	NOUN
aesr-6169	19	2	:	:	PUNCT
aesr-6169	19	3	credit	credit	NOUN
aesr-6169	19	4	,	,	PUNCT
aesr-6169	19	5	productivity	productivity	NOUN
aesr-6169	19	6	,	,	PUNCT
aesr-6169	19	7	impact	impact	NOUN
aesr-6169	19	8	,	,	PUNCT
aesr-6169	19	9	radius	radius	NOUN
aesr-6169	19	10	,	,	PUNCT
aesr-6169	19	11	kernel	kernel	PROPN
aesr-6169	19	12	,	,	PUNCT
aesr-6169	19	13	stratification	stratification	NOUN
aesr-6169	19	14	matching	matching	NOUN
aesr-6169	19	15	.	.	PUNCT
aesr-6169	20	1	citation	citation	NOUN
aesr-6169	20	2	|	|	PROPN
aesr-6169	20	3	adedamola	adedamola	PROPN
aesr-6169	20	4	,	,	PUNCT
aesr-6169	20	5	r.	r.	PROPN
aesr-6169	20	6	w.	w.	PROPN
aesr-6169	20	7	,	,	PUNCT
aesr-6169	20	8	&	&	CCONJ
aesr-6169	20	9	bababtunde	bababtunde	PROPN
aesr-6169	20	10	,	,	PUNCT
aesr-6169	20	11	o.	o.	NOUN
aesr-6169	20	12	a.	a.	NOUN
aesr-6169	20	13	(	(	PUNCT
aesr-6169	20	14	2024	2024	NUM
aesr-6169	20	15	)	)	PUNCT
aesr-6169	20	16	.	.	PUNCT
aesr-6169	21	1	impact	impact	NOUN
aesr-6169	21	2	of	of	ADP
aesr-6169	21	3	bank	bank	NOUN
aesr-6169	21	4	of	of	ADP
aesr-6169	21	5	agriculture	agriculture	NOUN
aesr-6169	21	6	credit	credit	NOUN
aesr-6169	21	7	’s	’s	NOUN
aesr-6169	21	8	on	on	ADP
aesr-6169	21	9	agricultural	agricultural	ADJ
aesr-6169	21	10	productivity	productivity	NOUN
aesr-6169	21	11	in	in	ADP
aesr-6169	21	12	south	south	ADJ
aesr-6169	21	13	western	western	PROPN
aesr-6169	21	14	nigeria	nigeria	PROPN
aesr-6169	21	15	.	.	PUNCT
aesr-6169	22	1	agriculture	agriculture	NOUN
aesr-6169	22	2	and	and	CCONJ
aesr-6169	22	3	food	food	NOUN
aesr-6169	22	4	sciences	sciences	PROPN
aesr-6169	22	5	research	research	NOUN
aesr-6169	22	6	,	,	PUNCT
aesr-6169	22	7	11(2	11(2	NOUN
aesr-6169	22	8	)	)	PUNCT
aesr-6169	22	9	,	,	PUNCT
aesr-6169	22	10	87–95	87–95	NUM
aesr-6169	22	11	.	.	NOUN
aesr-6169	22	12	10.20448	10.20448	NUM
aesr-6169	22	13	/	/	SYM
aesr-6169	22	14	aesr.v11i2.6169	aesr.v11i2.6169	PROPN
aesr-6169	22	15	history	history	NOUN
aesr-6169	22	16	:	:	PUNCT
aesr-6169	22	17	received	receive	VERB
aesr-6169	22	18	:	:	PUNCT
aesr-6169	22	19	16	16	NUM
aesr-6169	22	20	october	october	NOUN
aesr-6169	22	21	2024	2024	NUM
aesr-6169	22	22	revised	revise	VERB
aesr-6169	22	23	:	:	PUNCT
aesr-6169	22	24	18	18	NUM
aesr-6169	22	25	november	november	PROPN
aesr-6169	22	26	2024	2024	NUM
aesr-6169	22	27	accepted	accept	VERB
aesr-6169	22	28	:	:	PUNCT
aesr-6169	22	29	22	22	NUM
aesr-6169	22	30	november	november	NOUN
aesr-6169	22	31	2024	2024	NUM
aesr-6169	22	32	published	publish	VERB
aesr-6169	22	33	:	:	PUNCT
aesr-6169	22	34	29	29	NUM
aesr-6169	22	35	november	november	NOUN
aesr-6169	22	36	2024	2024	NUM
aesr-6169	22	37	licensed	license	VERB
aesr-6169	22	38	:	:	PUNCT
aesr-6169	22	39	this	this	DET
aesr-6169	22	40	work	work	NOUN
aesr-6169	22	41	is	be	AUX
aesr-6169	22	42	licensed	license	VERB
aesr-6169	22	43	under	under	ADP
aesr-6169	22	44	a	a	DET
aesr-6169	22	45	creative	creative	ADJ
aesr-6169	22	46	commons	common	NOUN
aesr-6169	22	47	attribution	attribution	NOUN
aesr-6169	22	48	4.0	4.0	NUM
aesr-6169	22	49	license	license	NOUN
aesr-6169	22	50	publisher	publisher	NOUN
aesr-6169	22	51	:	:	PUNCT
aesr-6169	22	52	asian	asian	ADJ
aesr-6169	22	53	online	online	PROPN
aesr-6169	22	54	journal	journal	PROPN
aesr-6169	22	55	publishing	publishing	PROPN
aesr-6169	22	56	group	group	PROPN
aesr-6169	22	57	funding	funding	NOUN
aesr-6169	22	58	:	:	PUNCT
aesr-6169	22	59	this	this	DET
aesr-6169	22	60	research	research	NOUN
aesr-6169	22	61	is	be	AUX
aesr-6169	22	62	supported	support	VERB
aesr-6169	22	63	by	by	ADP
aesr-6169	22	64	the	the	DET
aesr-6169	22	65	tertiary	tertiary	ADJ
aesr-6169	22	66	education	education	PROPN
aesr-6169	22	67	trust	trust	NOUN
aesr-6169	22	68	fund	fund	NOUN
aesr-6169	22	69	(	(	PUNCT
aesr-6169	22	70	grant	grant	PROPN
aesr-6169	22	71	number	number	NOUN
aesr-6169	22	72	:	:	PUNCT
aesr-6169	22	73	oyscatech	oyscatech	NOUN
aesr-6169	22	74	/	/	SYM
aesr-6169	22	75	rg/2021/08	rg/2021/08	NOUN
aesr-6169	22	76	)	)	PUNCT
aesr-6169	22	77	.	.	PUNCT
aesr-6169	23	1	institutional	institutional	ADJ
aesr-6169	23	2	review	review	PROPN
aesr-6169	23	3	board	board	NOUN
aesr-6169	23	4	statement	statement	NOUN
aesr-6169	23	5	:	:	PUNCT
aesr-6169	23	6	the	the	DET
aesr-6169	23	7	ethical	ethical	ADJ
aesr-6169	23	8	committee	committee	NOUN
aesr-6169	23	9	of	of	ADP
aesr-6169	23	10	the	the	DET
aesr-6169	23	11	oyo	oyo	NOUN
aesr-6169	23	12	state	state	NOUN
aesr-6169	23	13	college	college	NOUN
aesr-6169	23	14	of	of	ADP
aesr-6169	23	15	agriculture	agriculture	NOUN
aesr-6169	23	16	and	and	CCONJ
aesr-6169	23	17	technology	technology	NOUN
aesr-6169	23	18	,	,	PUNCT
aesr-6169	23	19	igboora	igboora	PROPN
aesr-6169	23	20	,	,	PUNCT
aesr-6169	23	21	nigeria	nigeria	PROPN
aesr-6169	23	22	has	have	AUX
aesr-6169	23	23	granted	grant	VERB
aesr-6169	23	24	approval	approval	NOUN
aesr-6169	23	25	for	for	ADP
aesr-6169	23	26	this	this	DET
aesr-6169	23	27	study	study	NOUN
aesr-6169	23	28	on	on	ADP
aesr-6169	23	29	12	12	NUM
aesr-6169	23	30	march	march	NOUN
aesr-6169	23	31	2023	2023	NUM
aesr-6169	23	32	(	(	PUNCT
aesr-6169	23	33	ref	ref	NOUN
aesr-6169	23	34	.	.	PUNCT
aesr-6169	24	1	no	no	INTJ
aesr-6169	24	2	.	.	PUNCT
aesr-6169	25	1	oyscatech	oyscatech	PROPN
aesr-6169	25	2	/	/	SYM
aesr-6169	25	3	et/08	et/08	PROPN
aesr-6169	25	4	)	)	PUNCT
aesr-6169	25	5	.	.	PUNCT
aesr-6169	26	1	transparency	transparency	NOUN
aesr-6169	26	2	:	:	PUNCT
aesr-6169	26	3	the	the	DET
aesr-6169	26	4	authors	author	NOUN
aesr-6169	26	5	confirm	confirm	VERB
aesr-6169	26	6	that	that	SCONJ
aesr-6169	26	7	the	the	DET
aesr-6169	26	8	manuscript	manuscript	NOUN
aesr-6169	26	9	is	be	AUX
aesr-6169	26	10	an	an	DET
aesr-6169	26	11	honest	honest	ADJ
aesr-6169	26	12	,	,	PUNCT
aesr-6169	26	13	accurate	accurate	ADJ
aesr-6169	26	14	,	,	PUNCT
aesr-6169	26	15	and	and	CCONJ
aesr-6169	26	16	transparent	transparent	ADJ
aesr-6169	26	17	account	account	NOUN
aesr-6169	26	18	of	of	ADP
aesr-6169	26	19	the	the	DET
aesr-6169	26	20	study	study	NOUN
aesr-6169	26	21	;	;	PUNCT
aesr-6169	26	22	that	that	SCONJ
aesr-6169	26	23	no	no	DET
aesr-6169	26	24	vital	vital	ADJ
aesr-6169	26	25	features	feature	NOUN
aesr-6169	26	26	of	of	ADP
aesr-6169	26	27	the	the	DET
aesr-6169	26	28	study	study	NOUN
aesr-6169	26	29	have	have	AUX
aesr-6169	26	30	been	be	AUX
aesr-6169	26	31	omitted	omit	VERB
aesr-6169	26	32	;	;	PUNCT
aesr-6169	26	33	and	and	CCONJ
aesr-6169	26	34	that	that	SCONJ
aesr-6169	26	35	any	any	DET
aesr-6169	26	36	discrepancies	discrepancy	NOUN
aesr-6169	26	37	from	from	ADP
aesr-6169	26	38	the	the	DET
aesr-6169	26	39	study	study	NOUN
aesr-6169	26	40	as	as	SCONJ
aesr-6169	26	41	planned	plan	VERB
aesr-6169	26	42	have	have	AUX
aesr-6169	26	43	been	be	AUX
aesr-6169	26	44	explained	explain	VERB
aesr-6169	26	45	.	.	PUNCT
aesr-6169	27	1	this	this	DET
aesr-6169	27	2	study	study	NOUN
aesr-6169	27	3	followed	follow	VERB
aesr-6169	27	4	all	all	DET
aesr-6169	27	5	ethical	ethical	ADJ
aesr-6169	27	6	practices	practice	NOUN
aesr-6169	27	7	during	during	ADP
aesr-6169	27	8	writing	writing	NOUN
aesr-6169	27	9	.	.	PUNCT
aesr-6169	28	1	competing	compete	VERB
aesr-6169	28	2	interests	interest	NOUN
aesr-6169	28	3	:	:	PUNCT
aesr-6169	28	4	the	the	DET
aesr-6169	28	5	authors	author	NOUN
aesr-6169	28	6	declare	declare	VERB
aesr-6169	28	7	that	that	SCONJ
aesr-6169	28	8	they	they	PRON
aesr-6169	28	9	have	have	VERB
aesr-6169	28	10	no	no	DET
aesr-6169	28	11	competing	compete	VERB
aesr-6169	28	12	interests	interest	NOUN
aesr-6169	28	13	.	.	PUNCT
aesr-6169	29	1	authors	author	NOUN
aesr-6169	29	2	’	'	PUNCT
aesr-6169	29	3	contributions	contribution	NOUN
aesr-6169	29	4	:	:	PUNCT
aesr-6169	29	5	developed	develop	VERB
aesr-6169	29	6	the	the	DET
aesr-6169	29	7	topic	topic	NOUN
aesr-6169	29	8	,	,	PUNCT
aesr-6169	29	9	and	and	CCONJ
aesr-6169	29	10	drafted	draft	VERB
aesr-6169	29	11	the	the	DET
aesr-6169	29	12	proposal	proposal	NOUN
aesr-6169	29	13	,	,	PUNCT
aesr-6169	29	14	r.w.a	r.w.a	NOUN
aesr-6169	29	15	.	.	PUNCT
aesr-6169	29	16	;	;	PUNCT
aesr-6169	29	17	developed	develop	VERB
aesr-6169	29	18	the	the	DET
aesr-6169	29	19	questionnaire	questionnaire	NOUN
aesr-6169	29	20	,	,	PUNCT
aesr-6169	29	21	o.a.b	o.a.b	NOUN
aesr-6169	29	22	.	.	PUNCT
aesr-6169	30	1	both	both	DET
aesr-6169	30	2	authors	author	NOUN
aesr-6169	30	3	have	have	AUX
aesr-6169	30	4	read	read	VERB
aesr-6169	30	5	and	and	CCONJ
aesr-6169	30	6	agreed	agree	VERB
aesr-6169	30	7	to	to	ADP
aesr-6169	30	8	the	the	DET
aesr-6169	30	9	published	publish	VERB
aesr-6169	30	10	version	version	NOUN
aesr-6169	30	11	of	of	ADP
aesr-6169	30	12	the	the	DET
aesr-6169	30	13	manuscript	manuscript	NOUN
aesr-6169	30	14	.	.	PUNCT
aesr-6169	31	1	contents	content	NOUN
aesr-6169	31	2	1	1	NUM
aesr-6169	31	3	.	.	PUNCT
aesr-6169	32	1	introduction	introduction	NOUN
aesr-6169	32	2	......................................................................................................................................................................................	......................................................................................................................................................................................	PUNCT
aesr-6169	33	1	88	88	NUM
aesr-6169	33	2	2	2	NUM
aesr-6169	33	3	.	.	PUNCT
aesr-6169	33	4	literature	literature	PROPN
aesr-6169	33	5	review	review	PROPN
aesr-6169	33	6	............................................................................................................................................................................	............................................................................................................................................................................	PROPN
aesr-6169	33	7	89	89	NUM
aesr-6169	33	8	3	3	NUM
aesr-6169	33	9	.	.	PUNCT
aesr-6169	33	10	methodology	methodology	NOUN
aesr-6169	33	11	.....................................................................................................................................................................................	.....................................................................................................................................................................................	PUNCT
aesr-6169	34	1	90	90	NUM
aesr-6169	34	2	4	4	NUM
aesr-6169	34	3	.	.	PUNCT
aesr-6169	34	4	result	result	NOUN
aesr-6169	34	5	and	and	CCONJ
aesr-6169	34	6	discussion	discussion	NOUN
aesr-6169	34	7	.....................................................................................................................................................................	.....................................................................................................................................................................	PUNCT
aesr-6169	35	1	92	92	NUM
aesr-6169	35	2	5	5	NUM
aesr-6169	35	3	.	.	PUNCT
aesr-6169	35	4	conclusions	conclusion	NOUN
aesr-6169	35	5	and	and	CCONJ
aesr-6169	35	6	policy	policy	NOUN
aesr-6169	35	7	recommendations	recommendation	NOUN
aesr-6169	35	8	................................................................................................................................	................................................................................................................................	PUNCT
aesr-6169	36	1	95	95	NUM
aesr-6169	36	2	references	reference	NOUN
aesr-6169	36	3	..............................................................................................................................................................................................	..............................................................................................................................................................................................	VERB
aesr-6169	36	4	95	95	NUM
aesr-6169	36	5	mailto:awrasaki@oyscatech.edu.ng	mailto:awrasaki@oyscatech.edu.ng	NOUN
aesr-6169	36	6	mailto:omotosoabeebtunde@yahoo.com	mailto:omotosoabeebtunde@yahoo.com	PROPN
aesr-6169	36	7	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
aesr-6169	36	8	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
aesr-6169	36	9	https://www.doi.org/10.20448/aesr.v11i2.6169	https://www.doi.org/10.20448/aesr.v11i2.6169	PROPN
aesr-6169	37	1	https://orcid.org/0009-0005-9203-3874	https://orcid.org/0009-0005-9203-3874	PROPN
aesr-6169	37	2	agriculture	agriculture	NOUN
aesr-6169	37	3	and	and	CCONJ
aesr-6169	37	4	food	food	NOUN
aesr-6169	37	5	sciences	sciences	PROPN
aesr-6169	37	6	research	research	NOUN
aesr-6169	37	7	,	,	PUNCT
aesr-6169	37	8	2024	2024	NUM
aesr-6169	37	9	,	,	PUNCT
aesr-6169	37	10	11(2	11(2	NUM
aesr-6169	37	11	):	):	PUNCT
aesr-6169	37	12	87	87	NUM
aesr-6169	37	13	-	-	SYM
aesr-6169	37	14	95	95	NUM
aesr-6169	37	15	88	88	NUM
aesr-6169	37	16	©	©	ADP
aesr-6169	37	17	2024by	2024by	NOUN
aesr-6169	37	18	the	the	DET
aesr-6169	37	19	authors	author	NOUN
aesr-6169	37	20	;	;	PUNCT
aesr-6169	37	21	licensee	licensee	PROPN
aesr-6169	37	22	asian	asian	ADJ
aesr-6169	37	23	online	online	PROPN
aesr-6169	37	24	journal	journal	PROPN
aesr-6169	37	25	publishing	publishing	NOUN
aesr-6169	37	26	group	group	NOUN
aesr-6169	37	27	contribution	contribution	NOUN
aesr-6169	37	28	of	of	ADP
aesr-6169	37	29	this	this	DET
aesr-6169	37	30	paper	paper	NOUN
aesr-6169	37	31	to	to	ADP
aesr-6169	37	32	the	the	DET
aesr-6169	37	33	literature	literature	NOUN
aesr-6169	37	34	this	this	DET
aesr-6169	37	35	study	study	NOUN
aesr-6169	37	36	uniquely	uniquely	ADV
aesr-6169	37	37	compares	compare	VERB
aesr-6169	37	38	the	the	DET
aesr-6169	37	39	productivity	productivity	NOUN
aesr-6169	37	40	impacts	impact	NOUN
aesr-6169	37	41	between	between	ADP
aesr-6169	37	42	beneficiaries	beneficiary	NOUN
aesr-6169	37	43	and	and	CCONJ
aesr-6169	37	44	nonbeneficiaries	nonbeneficiarie	NOUN
aesr-6169	37	45	of	of	ADP
aesr-6169	37	46	bank	bank	NOUN
aesr-6169	37	47	of	of	ADP
aesr-6169	37	48	agriculture	agriculture	NOUN
aesr-6169	37	49	credit	credit	NOUN
aesr-6169	37	50	in	in	ADP
aesr-6169	37	51	south	south	ADJ
aesr-6169	37	52	western	western	PROPN
aesr-6169	37	53	nigeria	nigeria	PROPN
aesr-6169	37	54	,	,	PUNCT
aesr-6169	37	55	providing	provide	VERB
aesr-6169	37	56	a	a	DET
aesr-6169	37	57	dualperspective	dualperspective	ADJ
aesr-6169	37	58	analysis	analysis	NOUN
aesr-6169	37	59	.	.	PUNCT
aesr-6169	38	1	unlike	unlike	ADP
aesr-6169	38	2	prior	prior	ADJ
aesr-6169	38	3	research	research	NOUN
aesr-6169	38	4	,	,	PUNCT
aesr-6169	38	5	it	it	PRON
aesr-6169	38	6	incorporates	incorporate	VERB
aesr-6169	38	7	farmers	farmer	NOUN
aesr-6169	38	8	’	’	PART
aesr-6169	38	9	socio	socio	NOUN
aesr-6169	38	10	-	-	PUNCT
aesr-6169	38	11	economic	economic	ADJ
aesr-6169	38	12	and	and	CCONJ
aesr-6169	38	13	contextual	contextual	ADJ
aesr-6169	38	14	variables	variable	NOUN
aesr-6169	38	15	to	to	PART
aesr-6169	38	16	reveal	reveal	VERB
aesr-6169	38	17	nuanced	nuanced	ADJ
aesr-6169	38	18	insights	insight	NOUN
aesr-6169	38	19	into	into	ADP
aesr-6169	38	20	credit	credit	NOUN
aesr-6169	38	21	utilization	utilization	NOUN
aesr-6169	38	22	and	and	CCONJ
aesr-6169	38	23	barriers	barrier	NOUN
aesr-6169	38	24	,	,	PUNCT
aesr-6169	38	25	guiding	guide	VERB
aesr-6169	38	26	targeted	target	VERB
aesr-6169	38	27	policy	policy	NOUN
aesr-6169	38	28	and	and	CCONJ
aesr-6169	38	29	program	program	NOUN
aesr-6169	38	30	improvements	improvement	NOUN
aesr-6169	38	31	.	.	PUNCT
aesr-6169	39	1	1	1	X
aesr-6169	39	2	.	.	X
aesr-6169	39	3	introduction	introduction	NOUN
aesr-6169	39	4	agricultural	agricultural	ADJ
aesr-6169	39	5	sector	sector	NOUN
aesr-6169	39	6	has	have	AUX
aesr-6169	39	7	been	be	AUX
aesr-6169	39	8	characterized	characterize	VERB
aesr-6169	39	9	as	as	ADP
aesr-6169	39	10	the	the	DET
aesr-6169	39	11	most	most	ADV
aesr-6169	39	12	significant	significant	ADJ
aesr-6169	39	13	sector	sector	NOUN
aesr-6169	39	14	of	of	ADP
aesr-6169	39	15	the	the	DET
aesr-6169	39	16	economy	economy	NOUN
aesr-6169	39	17	,	,	PUNCT
aesr-6169	39	18	and	and	CCONJ
aesr-6169	39	19	it	it	PRON
aesr-6169	39	20	has	have	VERB
aesr-6169	39	21	the	the	DET
aesr-6169	39	22	potential	potential	NOUN
aesr-6169	39	23	to	to	PART
aesr-6169	39	24	significantly	significantly	ADV
aesr-6169	39	25	contribute	contribute	VERB
aesr-6169	39	26	to	to	ADP
aesr-6169	39	27	the	the	DET
aesr-6169	39	28	nation	nation	NOUN
aesr-6169	39	29	's	's	PART
aesr-6169	39	30	future	future	ADJ
aesr-6169	39	31	economic	economic	ADJ
aesr-6169	39	32	development	development	NOUN
aesr-6169	39	33	,	,	PUNCT
aesr-6169	39	34	as	as	SCONJ
aesr-6169	39	35	it	it	PRON
aesr-6169	39	36	has	have	VERB
aesr-6169	39	37	in	in	ADP
aesr-6169	39	38	the	the	DET
aesr-6169	39	39	past	past	NOUN
aesr-6169	39	40	[	[	X
aesr-6169	39	41	1	1	NUM
aesr-6169	39	42	]	]	PUNCT
aesr-6169	39	43	.	.	PUNCT
aesr-6169	40	1	the	the	DET
aesr-6169	40	2	study	study	NOUN
aesr-6169	40	3	also	also	ADV
aesr-6169	40	4	asserted	assert	VERB
aesr-6169	40	5	that	that	SCONJ
aesr-6169	40	6	agriculture	agriculture	NOUN
aesr-6169	40	7	is	be	AUX
aesr-6169	40	8	a	a	DET
aesr-6169	40	9	critical	critical	ADJ
aesr-6169	40	10	component	component	NOUN
aesr-6169	40	11	of	of	ADP
aesr-6169	40	12	the	the	DET
aesr-6169	40	13	socio	socio	NOUN
aesr-6169	40	14	-	-	PUNCT
aesr-6169	40	15	economic	economic	ADJ
aesr-6169	40	16	development	development	NOUN
aesr-6169	40	17	of	of	ADP
aesr-6169	40	18	most	most	ADJ
aesr-6169	40	19	developing	develop	VERB
aesr-6169	40	20	economies	economy	NOUN
aesr-6169	40	21	and	and	CCONJ
aesr-6169	40	22	is	be	AUX
aesr-6169	40	23	a	a	DET
aesr-6169	40	24	significant	significant	ADJ
aesr-6169	40	25	factor	factor	NOUN
aesr-6169	40	26	in	in	ADP
aesr-6169	40	27	national	national	ADJ
aesr-6169	40	28	development	development	NOUN
aesr-6169	40	29	.	.	PUNCT
aesr-6169	41	1	agriculture	agriculture	NOUN
aesr-6169	41	2	was	be	AUX
aesr-6169	41	3	a	a	DET
aesr-6169	41	4	significant	significant	ADJ
aesr-6169	41	5	source	source	NOUN
aesr-6169	41	6	of	of	ADP
aesr-6169	41	7	foreign	foreign	ADJ
aesr-6169	41	8	exchange	exchange	NOUN
aesr-6169	41	9	revenues	revenue	NOUN
aesr-6169	41	10	and	and	CCONJ
aesr-6169	41	11	it	it	PRON
aesr-6169	41	12	supplied	supply	VERB
aesr-6169	41	13	the	the	DET
aesr-6169	41	14	burgeoning	burgeon	VERB
aesr-6169	41	15	population	population	NOUN
aesr-6169	41	16	with	with	ADP
aesr-6169	41	17	sustenance	sustenance	NOUN
aesr-6169	41	18	and	and	CCONJ
aesr-6169	41	19	employment	employment	NOUN
aesr-6169	41	20	,	,	PUNCT
aesr-6169	41	21	as	as	ADV
aesr-6169	41	22	well	well	ADV
aesr-6169	41	23	as	as	ADP
aesr-6169	41	24	basic	basic	ADJ
aesr-6169	41	25	materials	material	NOUN
aesr-6169	41	26	for	for	ADP
aesr-6169	41	27	the	the	DET
aesr-6169	41	28	expanding	expand	VERB
aesr-6169	41	29	industries	industry	NOUN
aesr-6169	41	30	.	.	PUNCT
aesr-6169	42	1	according	accord	VERB
aesr-6169	42	2	to	to	ADP
aesr-6169	42	3	ogen	ogen	PROPN
aesr-6169	42	4	[	[	X
aesr-6169	42	5	2	2	NUM
aesr-6169	42	6	]	]	PUNCT
aesr-6169	42	7	agriculture	agriculture	NOUN
aesr-6169	42	8	was	be	AUX
aesr-6169	42	9	the	the	DET
aesr-6169	42	10	most	most	ADV
aesr-6169	42	11	significant	significant	ADJ
aesr-6169	42	12	sector	sector	NOUN
aesr-6169	42	13	in	in	ADP
aesr-6169	42	14	the	the	DET
aesr-6169	42	15	1960s	1960	NOUN
aesr-6169	42	16	in	in	ADP
aesr-6169	42	17	terms	term	NOUN
aesr-6169	42	18	of	of	ADP
aesr-6169	42	19	its	its	PRON
aesr-6169	42	20	contribution	contribution	NOUN
aesr-6169	42	21	to	to	ADP
aesr-6169	42	22	the	the	DET
aesr-6169	42	23	gdp	gdp	NOUN
aesr-6169	42	24	and	and	CCONJ
aesr-6169	42	25	occupational	occupational	ADJ
aesr-6169	42	26	distribution	distribution	NOUN
aesr-6169	42	27	.	.	PUNCT
aesr-6169	43	1	additionally	additionally	ADV
aesr-6169	43	2	,	,	PUNCT
aesr-6169	43	3	the	the	DET
aesr-6169	43	4	nigerian	nigerian	ADJ
aesr-6169	43	5	economy	economy	NOUN
aesr-6169	43	6	could	could	AUX
aesr-6169	43	7	be	be	AUX
aesr-6169	43	8	accurately	accurately	ADV
aesr-6169	43	9	described	describe	VERB
aesr-6169	43	10	as	as	ADP
aesr-6169	43	11	an	an	DET
aesr-6169	43	12	agricultural	agricultural	ADJ
aesr-6169	43	13	economy	economy	NOUN
aesr-6169	43	14	in	in	ADP
aesr-6169	43	15	the	the	DET
aesr-6169	43	16	first	first	ADJ
aesr-6169	43	17	decade	decade	NOUN
aesr-6169	43	18	following	follow	VERB
aesr-6169	43	19	independence	independence	NOUN
aesr-6169	43	20	.	.	PUNCT
aesr-6169	44	1	agriculture	agriculture	NOUN
aesr-6169	44	2	is	be	AUX
aesr-6169	44	3	a	a	DET
aesr-6169	44	4	substantial	substantial	ADJ
aesr-6169	44	5	contributor	contributor	NOUN
aesr-6169	44	6	to	to	ADP
aesr-6169	44	7	nigeria	nigeria	PROPN
aesr-6169	44	8	's	's	PART
aesr-6169	44	9	gdp	gdp	NOUN
aesr-6169	44	10	,	,	PUNCT
aesr-6169	44	11	with	with	ADP
aesr-6169	44	12	small	small	ADJ
aesr-6169	44	13	-	-	PUNCT
aesr-6169	44	14	scale	scale	NOUN
aesr-6169	44	15	producers	producer	NOUN
aesr-6169	44	16	playing	play	VERB
aesr-6169	44	17	a	a	DET
aesr-6169	44	18	dominant	dominant	ADJ
aesr-6169	44	19	role	role	NOUN
aesr-6169	44	20	in	in	ADP
aesr-6169	44	21	this	this	DET
aesr-6169	44	22	contribution	contribution	NOUN
aesr-6169	44	23	,	,	PUNCT
aesr-6169	44	24	as	as	ADP
aesr-6169	44	25	per	per	ADP
aesr-6169	44	26	rahji	rahji	NOUN
aesr-6169	44	27	and	and	CCONJ
aesr-6169	44	28	fakayode	fakayode	VERB
aesr-6169	44	29	[	[	X
aesr-6169	44	30	29	29	NUM
aesr-6169	44	31	]	]	PUNCT
aesr-6169	44	32	.	.	PUNCT
aesr-6169	45	1	nevertheless	nevertheless	ADV
aesr-6169	45	2	,	,	PUNCT
aesr-6169	45	3	her	her	PRON
aesr-6169	45	4	productivity	productivity	NOUN
aesr-6169	45	5	and	and	CCONJ
aesr-6169	45	6	development	development	NOUN
aesr-6169	45	7	are	be	AUX
aesr-6169	45	8	impeded	impede	VERB
aesr-6169	45	9	by	by	ADP
aesr-6169	45	10	their	their	PRON
aesr-6169	45	11	restricted	restricted	ADJ
aesr-6169	45	12	access	access	NOUN
aesr-6169	45	13	to	to	ADP
aesr-6169	45	14	credit	credit	NOUN
aesr-6169	45	15	facilities	facility	NOUN
aesr-6169	45	16	[	[	X
aesr-6169	45	17	3	3	NUM
aesr-6169	45	18	]	]	PUNCT
aesr-6169	45	19	.	.	PUNCT
aesr-6169	46	1	according	accord	VERB
aesr-6169	46	2	to	to	ADP
aesr-6169	46	3	the	the	DET
aesr-6169	46	4	world	world	PROPN
aesr-6169	46	5	bank	bank	PROPN
aesr-6169	46	6	report	report	NOUN
aesr-6169	46	7	[	[	X
aesr-6169	46	8	4	4	NUM
aesr-6169	46	9	]	]	ADJ
aesr-6169	46	10	relationship	relationship	NOUN
aesr-6169	46	11	between	between	ADP
aesr-6169	46	12	agricultural	agricultural	ADJ
aesr-6169	46	13	financing	financing	NOUN
aesr-6169	46	14	and	and	CCONJ
aesr-6169	46	15	economic	economic	ADJ
aesr-6169	46	16	development	development	NOUN
aesr-6169	46	17	has	have	AUX
aesr-6169	46	18	been	be	AUX
aesr-6169	46	19	the	the	DET
aesr-6169	46	20	subject	subject	NOUN
aesr-6169	46	21	of	of	ADP
aesr-6169	46	22	extensive	extensive	ADJ
aesr-6169	46	23	theoretical	theoretical	ADJ
aesr-6169	46	24	and	and	CCONJ
aesr-6169	46	25	empirical	empirical	ADJ
aesr-6169	46	26	research	research	NOUN
aesr-6169	46	27	in	in	ADP
aesr-6169	46	28	both	both	CCONJ
aesr-6169	46	29	developed	developed	ADJ
aesr-6169	46	30	and	and	CCONJ
aesr-6169	46	31	developing	develop	VERB
aesr-6169	46	32	countries	country	NOUN
aesr-6169	46	33	.	.	PUNCT
aesr-6169	47	1	in	in	ADP
aesr-6169	47	2	order	order	NOUN
aesr-6169	47	3	to	to	PART
aesr-6169	47	4	examine	examine	VERB
aesr-6169	47	5	the	the	DET
aesr-6169	47	6	impact	impact	NOUN
aesr-6169	47	7	of	of	ADP
aesr-6169	47	8	agriculture	agriculture	NOUN
aesr-6169	47	9	on	on	ADP
aesr-6169	47	10	the	the	DET
aesr-6169	47	11	nigerian	nigerian	ADJ
aesr-6169	47	12	economy	economy	NOUN
aesr-6169	47	13	,	,	PUNCT
aesr-6169	47	14	rhaji	rhaji	NOUN
aesr-6169	48	1	[	[	X
aesr-6169	48	2	5	5	NUM
aesr-6169	48	3	]	]	PUNCT
aesr-6169	48	4	implemented	implement	VERB
aesr-6169	48	5	the	the	DET
aesr-6169	48	6	ordinary	ordinary	ADJ
aesr-6169	48	7	least	least	ADJ
aesr-6169	48	8	squares	square	NOUN
aesr-6169	48	9	method	method	NOUN
aesr-6169	48	10	.	.	PUNCT
aesr-6169	49	1	he	he	PRON
aesr-6169	49	2	concluded	conclude	VERB
aesr-6169	49	3	that	that	SCONJ
aesr-6169	49	4	the	the	DET
aesr-6169	49	5	absence	absence	NOUN
aesr-6169	49	6	of	of	ADP
aesr-6169	49	7	accessible	accessible	ADJ
aesr-6169	49	8	,	,	PUNCT
aesr-6169	49	9	affordable	affordable	ADJ
aesr-6169	49	10	,	,	PUNCT
aesr-6169	49	11	and	and	CCONJ
aesr-6169	49	12	sufficient	sufficient	ADJ
aesr-6169	49	13	credit	credit	NOUN
aesr-6169	49	14	is	be	AUX
aesr-6169	49	15	the	the	DET
aesr-6169	49	16	cause	cause	NOUN
aesr-6169	49	17	of	of	ADP
aesr-6169	49	18	the	the	DET
aesr-6169	49	19	systemic	systemic	ADJ
aesr-6169	49	20	decline	decline	NOUN
aesr-6169	49	21	in	in	ADP
aesr-6169	49	22	the	the	DET
aesr-6169	49	23	agricultural	agricultural	ADJ
aesr-6169	49	24	sector	sector	NOUN
aesr-6169	49	25	's	's	PART
aesr-6169	49	26	contribution	contribution	NOUN
aesr-6169	49	27	to	to	ADP
aesr-6169	49	28	the	the	DET
aesr-6169	49	29	nigerian	nigerian	ADJ
aesr-6169	49	30	economy	economy	NOUN
aesr-6169	49	31	.	.	PUNCT
aesr-6169	50	1	however	however	ADV
aesr-6169	50	2	,	,	PUNCT
aesr-6169	50	3	agricultural	agricultural	ADJ
aesr-6169	50	4	credit	credit	NOUN
aesr-6169	50	5	is	be	AUX
aesr-6169	50	6	regarded	regard	VERB
aesr-6169	50	7	as	as	ADP
aesr-6169	50	8	a	a	DET
aesr-6169	50	9	strategic	strategic	ADJ
aesr-6169	50	10	resource	resource	NOUN
aesr-6169	50	11	that	that	PRON
aesr-6169	50	12	can	can	AUX
aesr-6169	50	13	be	be	AUX
aesr-6169	50	14	used	use	VERB
aesr-6169	50	15	to	to	PART
aesr-6169	50	16	elevate	elevate	VERB
aesr-6169	50	17	the	the	DET
aesr-6169	50	18	living	living	NOUN
aesr-6169	50	19	standards	standard	NOUN
aesr-6169	50	20	of	of	ADP
aesr-6169	50	21	our	our	PRON
aesr-6169	50	22	rural	rural	ADJ
aesr-6169	50	23	,	,	PUNCT
aesr-6169	50	24	impoverished	impoverished	ADJ
aesr-6169	50	25	agricultural	agricultural	ADJ
aesr-6169	50	26	community	community	NOUN
aesr-6169	50	27	by	by	ADP
aesr-6169	50	28	promoting	promote	VERB
aesr-6169	50	29	the	the	DET
aesr-6169	50	30	production	production	NOUN
aesr-6169	50	31	of	of	ADP
aesr-6169	50	32	crops	crop	NOUN
aesr-6169	50	33	and	and	CCONJ
aesr-6169	50	34	animals	animal	NOUN
aesr-6169	50	35	to	to	ADP
aesr-6169	50	36	new	new	ADJ
aesr-6169	50	37	heights	height	NOUN
aesr-6169	50	38	.	.	PUNCT
aesr-6169	51	1	consequently	consequently	ADV
aesr-6169	51	2	,	,	PUNCT
aesr-6169	51	3	it	it	PRON
aesr-6169	51	4	is	be	AUX
aesr-6169	51	5	essential	essential	ADJ
aesr-6169	51	6	for	for	ADP
aesr-6169	51	7	the	the	DET
aesr-6169	51	8	growth	growth	NOUN
aesr-6169	51	9	of	of	ADP
aesr-6169	51	10	the	the	DET
aesr-6169	51	11	economy	economy	NOUN
aesr-6169	51	12	.	.	PUNCT
aesr-6169	52	1	credits	credit	NOUN
aesr-6169	52	2	are	be	AUX
aesr-6169	52	3	critical	critical	ADJ
aesr-6169	52	4	factor	factor	NOUN
aesr-6169	52	5	in	in	ADP
aesr-6169	52	6	the	the	DET
aesr-6169	52	7	enhancement	enhancement	NOUN
aesr-6169	52	8	of	of	ADP
aesr-6169	52	9	agricultural	agricultural	ADJ
aesr-6169	52	10	productivity	productivity	NOUN
aesr-6169	52	11	.	.	PUNCT
aesr-6169	53	1	farmers	farmer	NOUN
aesr-6169	53	2	can	can	AUX
aesr-6169	53	3	acquire	acquire	VERB
aesr-6169	53	4	the	the	DET
aesr-6169	53	5	necessary	necessary	ADJ
aesr-6169	53	6	apparatus	apparatus	NOUN
aesr-6169	53	7	and	and	CCONJ
aesr-6169	53	8	inputs	input	NOUN
aesr-6169	53	9	for	for	ADP
aesr-6169	53	10	conducting	conduct	VERB
aesr-6169	53	11	agricultural	agricultural	ADJ
aesr-6169	53	12	operations	operation	NOUN
aesr-6169	53	13	as	as	ADP
aesr-6169	53	14	a	a	DET
aesr-6169	53	15	result	result	NOUN
aesr-6169	53	16	of	of	ADP
aesr-6169	53	17	the	the	DET
aesr-6169	53	18	timely	timely	ADJ
aesr-6169	53	19	availability	availability	NOUN
aesr-6169	53	20	of	of	ADP
aesr-6169	53	21	credit	credit	NOUN
aesr-6169	53	22	[	[	X
aesr-6169	53	23	6	6	NUM
aesr-6169	53	24	]	]	PUNCT
aesr-6169	53	25	.	.	PUNCT
aesr-6169	54	1	the	the	DET
aesr-6169	54	2	quickest	quick	ADJ
aesr-6169	54	3	method	method	NOUN
aesr-6169	54	4	of	of	ADP
aesr-6169	54	5	boosting	boost	VERB
aesr-6169	54	6	agrarian	agrarian	ADJ
aesr-6169	54	7	productivity	productivity	NOUN
aesr-6169	54	8	is	be	AUX
aesr-6169	54	9	through	through	ADP
aesr-6169	54	10	the	the	DET
aesr-6169	54	11	provision	provision	NOUN
aesr-6169	54	12	of	of	ADP
aesr-6169	54	13	inexpensive	inexpensive	ADJ
aesr-6169	54	14	and	and	CCONJ
aesr-6169	54	15	accessible	accessible	ADJ
aesr-6169	54	16	credit	credit	NOUN
aesr-6169	54	17	[	[	X
aesr-6169	54	18	7	7	NUM
aesr-6169	54	19	]	]	PUNCT
aesr-6169	54	20	.	.	PUNCT
aesr-6169	55	1	credit	credit	NOUN
aesr-6169	55	2	is	be	AUX
aesr-6169	55	3	granted	grant	VERB
aesr-6169	55	4	for	for	ADP
aesr-6169	55	5	the	the	DET
aesr-6169	55	6	acquisition	acquisition	NOUN
aesr-6169	55	7	of	of	ADP
aesr-6169	55	8	seed	seed	NOUN
aesr-6169	55	9	,	,	PUNCT
aesr-6169	55	10	fertilizer	fertilizer	NOUN
aesr-6169	55	11	,	,	PUNCT
aesr-6169	55	12	cattle	cattle	NOUN
aesr-6169	55	13	,	,	PUNCT
aesr-6169	55	14	and	and	CCONJ
aesr-6169	55	15	implements	implement	NOUN
aesr-6169	55	16	,	,	PUNCT
aesr-6169	55	17	as	as	ADV
aesr-6169	55	18	well	well	ADV
aesr-6169	55	19	as	as	ADP
aesr-6169	55	20	for	for	ADP
aesr-6169	55	21	the	the	DET
aesr-6169	55	22	alleviation	alleviation	NOUN
aesr-6169	55	23	of	of	ADP
aesr-6169	55	24	distress	distress	NOUN
aesr-6169	55	25	.	.	PUNCT
aesr-6169	56	1	farmers	farmer	NOUN
aesr-6169	56	2	must	must	AUX
aesr-6169	56	3	have	have	VERB
aesr-6169	56	4	the	the	DET
aesr-6169	56	5	necessary	necessary	ADJ
aesr-6169	56	6	funds	fund	NOUN
aesr-6169	56	7	to	to	PART
aesr-6169	56	8	increase	increase	VERB
aesr-6169	56	9	the	the	DET
aesr-6169	56	10	utilization	utilization	NOUN
aesr-6169	56	11	and	and	CCONJ
aesr-6169	56	12	diversity	diversity	NOUN
aesr-6169	56	13	of	of	ADP
aesr-6169	56	14	their	their	PRON
aesr-6169	56	15	inputs	input	NOUN
aesr-6169	56	16	.	.	PUNCT
aesr-6169	57	1	the	the	DET
aesr-6169	57	2	producers	producer	NOUN
aesr-6169	57	3	'	'	PART
aesr-6169	57	4	reserves	reserve	NOUN
aesr-6169	57	5	are	be	AUX
aesr-6169	57	6	either	either	CCONJ
aesr-6169	57	7	negligible	negligible	ADJ
aesr-6169	57	8	or	or	CCONJ
aesr-6169	57	9	nonexistent	nonexistent	ADJ
aesr-6169	57	10	,	,	PUNCT
aesr-6169	57	11	necessitating	necessitate	VERB
aesr-6169	57	12	that	that	SCONJ
aesr-6169	57	13	they	they	PRON
aesr-6169	57	14	borrow	borrow	VERB
aesr-6169	57	15	to	to	PART
aesr-6169	57	16	finance	finance	VERB
aesr-6169	57	17	their	their	PRON
aesr-6169	57	18	productive	productive	ADJ
aesr-6169	57	19	endeavours	endeavour	NOUN
aesr-6169	57	20	.	.	PUNCT
aesr-6169	58	1	the	the	DET
aesr-6169	58	2	majority	majority	NOUN
aesr-6169	58	3	of	of	ADP
aesr-6169	58	4	farmers	farmer	NOUN
aesr-6169	58	5	,	,	PUNCT
aesr-6169	58	6	particularly	particularly	ADV
aesr-6169	58	7	those	those	PRON
aesr-6169	58	8	who	who	PRON
aesr-6169	58	9	are	be	AUX
aesr-6169	58	10	minor	minor	ADJ
aesr-6169	58	11	,	,	PUNCT
aesr-6169	58	12	are	be	AUX
aesr-6169	58	13	unable	unable	ADJ
aesr-6169	58	14	to	to	PART
aesr-6169	58	15	obtain	obtain	VERB
aesr-6169	58	16	essential	essential	ADJ
aesr-6169	58	17	commodities	commodity	NOUN
aesr-6169	58	18	(	(	PUNCT
aesr-6169	58	19	such	such	ADJ
aesr-6169	58	20	as	as	ADP
aesr-6169	58	21	fertilizer	fertilizer	NOUN
aesr-6169	58	22	,	,	PUNCT
aesr-6169	58	23	enhanced	enhanced	ADJ
aesr-6169	58	24	seed	seed	NOUN
aesr-6169	58	25	,	,	PUNCT
aesr-6169	58	26	advanced	advanced	ADJ
aesr-6169	58	27	technology	technology	NOUN
aesr-6169	58	28	,	,	PUNCT
aesr-6169	58	29	and	and	CCONJ
aesr-6169	58	30	plant	plant	NOUN
aesr-6169	58	31	protection	protection	NOUN
aesr-6169	58	32	)	)	PUNCT
aesr-6169	58	33	from	from	ADP
aesr-6169	58	34	their	their	PRON
aesr-6169	58	35	sources	source	NOUN
aesr-6169	58	36	due	due	ADP
aesr-6169	58	37	to	to	ADP
aesr-6169	58	38	a	a	DET
aesr-6169	58	39	dearth	dearth	NOUN
aesr-6169	58	40	of	of	ADP
aesr-6169	58	41	funding	funding	NOUN
aesr-6169	58	42	.	.	PUNCT
aesr-6169	59	1	therefore	therefore	ADV
aesr-6169	59	2	,	,	PUNCT
aesr-6169	59	3	agricultural	agricultural	ADJ
aesr-6169	59	4	credit	credit	NOUN
aesr-6169	59	5	is	be	AUX
aesr-6169	59	6	a	a	DET
aesr-6169	59	7	critical	critical	ADJ
aesr-6169	59	8	component	component	NOUN
aesr-6169	59	9	in	in	ADP
aesr-6169	59	10	providing	provide	VERB
aesr-6169	59	11	the	the	DET
aesr-6169	59	12	necessary	necessary	ADJ
aesr-6169	59	13	investment	investment	NOUN
aesr-6169	59	14	to	to	PART
aesr-6169	59	15	stimulate	stimulate	VERB
aesr-6169	59	16	production	production	NOUN
aesr-6169	59	17	growth	growth	NOUN
aesr-6169	59	18	[	[	X
aesr-6169	59	19	8	8	NUM
aesr-6169	59	20	]	]	PUNCT
aesr-6169	59	21	.	.	PUNCT
aesr-6169	60	1	also	also	ADV
aesr-6169	60	2	,	,	PUNCT
aesr-6169	60	3	credit	credit	NOUN
aesr-6169	60	4	facilitated	facilitate	VERB
aesr-6169	60	5	the	the	DET
aesr-6169	60	6	adoption	adoption	NOUN
aesr-6169	60	7	of	of	ADP
aesr-6169	60	8	yield	yield	NOUN
aesr-6169	60	9	-	-	PUNCT
aesr-6169	60	10	enhancing	enhance	VERB
aesr-6169	60	11	technologies	technology	NOUN
aesr-6169	60	12	while	while	SCONJ
aesr-6169	60	13	the	the	DET
aesr-6169	60	14	demand	demand	NOUN
aesr-6169	60	15	for	for	ADP
aesr-6169	60	16	inputs	input	NOUN
aesr-6169	60	17	was	be	AUX
aesr-6169	60	18	enhanced	enhance	VERB
aesr-6169	60	19	by	by	ADP
aesr-6169	60	20	the	the	DET
aesr-6169	60	21	increased	increase	VERB
aesr-6169	60	22	flow	flow	NOUN
aesr-6169	60	23	of	of	ADP
aesr-6169	60	24	credit	credit	NOUN
aesr-6169	60	25	to	to	ADP
aesr-6169	60	26	producers	producer	NOUN
aesr-6169	60	27	[	[	X
aesr-6169	60	28	9	9	NUM
aesr-6169	60	29	]	]	PUNCT
aesr-6169	60	30	.	.	PUNCT
aesr-6169	61	1	consequently	consequently	ADV
aesr-6169	61	2	,	,	PUNCT
aesr-6169	61	3	credit	credit	NOUN
aesr-6169	61	4	to	to	ADP
aesr-6169	61	5	farmers	farmer	NOUN
aesr-6169	61	6	is	be	AUX
aesr-6169	61	7	usually	usually	ADV
aesr-6169	61	8	recognized	recognize	VERB
aesr-6169	61	9	as	as	ADP
aesr-6169	61	10	a	a	DET
aesr-6169	61	11	successful	successful	ADJ
aesr-6169	61	12	strategy	strategy	NOUN
aesr-6169	61	13	for	for	ADP
aesr-6169	61	14	increasing	increase	VERB
aesr-6169	61	15	agricultural	agricultural	ADJ
aesr-6169	61	16	output	output	NOUN
aesr-6169	61	17	[	[	X
aesr-6169	61	18	10	10	NUM
aesr-6169	61	19	]	]	PUNCT
aesr-6169	61	20	.	.	PUNCT
aesr-6169	62	1	the	the	DET
aesr-6169	62	2	process	process	NOUN
aesr-6169	62	3	of	of	ADP
aesr-6169	62	4	improving	improve	VERB
aesr-6169	62	5	agriculture	agriculture	NOUN
aesr-6169	62	6	and	and	CCONJ
aesr-6169	62	7	transforming	transform	VERB
aesr-6169	62	8	the	the	DET
aesr-6169	62	9	rural	rural	ADJ
aesr-6169	62	10	economy	economy	NOUN
aesr-6169	62	11	is	be	AUX
aesr-6169	62	12	said	say	VERB
aesr-6169	62	13	to	to	PART
aesr-6169	62	14	be	be	AUX
aesr-6169	62	15	reliant	reliant	ADJ
aesr-6169	62	16	on	on	ADP
aesr-6169	62	17	agricultural	agricultural	ADJ
aesr-6169	62	18	finance	finance	NOUN
aesr-6169	62	19	.	.	PUNCT
aesr-6169	63	1	according	accord	VERB
aesr-6169	63	2	to	to	ADP
aesr-6169	63	3	mahmood	mahmood	PROPN
aesr-6169	63	4	,	,	PUNCT
aesr-6169	63	5	et	et	PROPN
aesr-6169	63	6	al	al	PROPN
aesr-6169	63	7	.	.	PUNCT
aesr-6169	64	1	[	[	X
aesr-6169	64	2	11	11	NUM
aesr-6169	64	3	]	]	PUNCT
aesr-6169	64	4	the	the	DET
aesr-6169	64	5	fastest	fast	ADJ
aesr-6169	64	6	way	way	NOUN
aesr-6169	64	7	to	to	PART
aesr-6169	64	8	increase	increase	VERB
aesr-6169	64	9	agricultural	agricultural	ADJ
aesr-6169	64	10	output	output	NOUN
aesr-6169	64	11	is	be	AUX
aesr-6169	64	12	to	to	PART
aesr-6169	64	13	provide	provide	VERB
aesr-6169	64	14	affordable	affordable	ADJ
aesr-6169	64	15	and	and	CCONJ
aesr-6169	64	16	easy	easy	ADJ
aesr-6169	64	17	loans	loan	NOUN
aesr-6169	64	18	.	.	PUNCT
aesr-6169	65	1	the	the	DET
aesr-6169	65	2	agricultural	agricultural	ADJ
aesr-6169	65	3	sector	sector	NOUN
aesr-6169	65	4	,	,	PUNCT
aesr-6169	65	5	according	accord	VERB
aesr-6169	65	6	to	to	ADP
aesr-6169	65	7	the	the	DET
aesr-6169	65	8	thesis	thesis	NOUN
aesr-6169	65	9	,	,	PUNCT
aesr-6169	65	10	is	be	AUX
aesr-6169	65	11	more	more	ADV
aesr-6169	65	12	dependent	dependent	ADJ
aesr-6169	65	13	on	on	ADP
aesr-6169	65	14	credit	credit	NOUN
aesr-6169	65	15	than	than	ADP
aesr-6169	65	16	any	any	DET
aesr-6169	65	17	other	other	ADJ
aesr-6169	65	18	sector	sector	NOUN
aesr-6169	65	19	of	of	ADP
aesr-6169	65	20	the	the	DET
aesr-6169	65	21	economy	economy	NOUN
aesr-6169	65	22	because	because	SCONJ
aesr-6169	65	23	of	of	ADP
aesr-6169	65	24	seasonal	seasonal	ADJ
aesr-6169	65	25	changes	change	NOUN
aesr-6169	65	26	in	in	ADP
aesr-6169	65	27	farmer	farmer	NOUN
aesr-6169	65	28	returns	return	NOUN
aesr-6169	65	29	and	and	CCONJ
aesr-6169	65	30	the	the	DET
aesr-6169	65	31	financial	financial	ADJ
aesr-6169	65	32	needs	need	NOUN
aesr-6169	65	33	involved	involve	VERB
aesr-6169	65	34	with	with	ADP
aesr-6169	65	35	the	the	DET
aesr-6169	65	36	shift	shift	NOUN
aesr-6169	65	37	from	from	ADP
aesr-6169	65	38	subsistence	subsistence	NOUN
aesr-6169	65	39	to	to	ADP
aesr-6169	65	40	commercial	commercial	ADJ
aesr-6169	65	41	farming	farming	NOUN
aesr-6169	65	42	.	.	PUNCT
aesr-6169	66	1	credit	credit	NOUN
aesr-6169	66	2	allows	allow	VERB
aesr-6169	66	3	people	people	NOUN
aesr-6169	66	4	to	to	PART
aesr-6169	66	5	improve	improve	VERB
aesr-6169	66	6	their	their	PRON
aesr-6169	66	7	level	level	NOUN
aesr-6169	66	8	of	of	ADP
aesr-6169	66	9	life	life	NOUN
aesr-6169	66	10	and	and	CCONJ
aesr-6169	66	11	earn	earn	VERB
aesr-6169	66	12	more	more	ADJ
aesr-6169	66	13	money	money	NOUN
aesr-6169	66	14	[	[	X
aesr-6169	66	15	11	11	NUM
aesr-6169	66	16	]	]	PUNCT
aesr-6169	66	17	.	.	PUNCT
aesr-6169	67	1	as	as	ADP
aesr-6169	67	2	a	a	DET
aesr-6169	67	3	result	result	NOUN
aesr-6169	67	4	,	,	PUNCT
aesr-6169	67	5	there	there	PRON
aesr-6169	67	6	is	be	VERB
aesr-6169	67	7	growing	grow	VERB
aesr-6169	67	8	concern	concern	NOUN
aesr-6169	67	9	over	over	ADP
aesr-6169	67	10	the	the	DET
aesr-6169	67	11	producers	producer	NOUN
aesr-6169	67	12	'	'	PART
aesr-6169	67	13	incapacity	incapacity	NOUN
aesr-6169	67	14	to	to	PART
aesr-6169	67	15	access	access	NOUN
aesr-6169	67	16	credit	credit	NOUN
aesr-6169	67	17	,	,	PUNCT
aesr-6169	67	18	despite	despite	SCONJ
aesr-6169	67	19	the	the	DET
aesr-6169	67	20	presence	presence	NOUN
aesr-6169	67	21	of	of	ADP
aesr-6169	67	22	credit	credit	NOUN
aesr-6169	67	23	rules	rule	NOUN
aesr-6169	67	24	.	.	PUNCT
aesr-6169	68	1	for	for	ADP
aesr-6169	68	2	example	example	NOUN
aesr-6169	68	3	,	,	PUNCT
aesr-6169	68	4	in	in	ADP
aesr-6169	68	5	2000	2000	NUM
aesr-6169	68	6	,	,	PUNCT
aesr-6169	68	7	the	the	DET
aesr-6169	68	8	nigerian	nigerian	ADJ
aesr-6169	68	9	agricultural	agricultural	ADJ
aesr-6169	68	10	cooperative	cooperative	ADJ
aesr-6169	68	11	and	and	CCONJ
aesr-6169	68	12	rural	rural	ADJ
aesr-6169	68	13	development	development	NOUN
aesr-6169	68	14	bank	bank	PROPN
aesr-6169	68	15	(	(	PUNCT
aesr-6169	68	16	now	now	ADV
aesr-6169	68	17	the	the	DET
aesr-6169	68	18	bank	bank	NOUN
aesr-6169	68	19	of	of	ADP
aesr-6169	68	20	agriculture	agriculture	NOUN
aesr-6169	68	21	)	)	PUNCT
aesr-6169	68	22	set	set	VERB
aesr-6169	68	23	aside	aside	ADV
aesr-6169	68	24	n5	n5	PROPN
aesr-6169	68	25	million	million	NUM
aesr-6169	68	26	for	for	ADP
aesr-6169	68	27	each	each	DET
aesr-6169	68	28	local	local	ADJ
aesr-6169	68	29	government	government	NOUN
aesr-6169	68	30	area	area	NOUN
aesr-6169	68	31	in	in	ADP
aesr-6169	68	32	the	the	DET
aesr-6169	68	33	nation	nation	NOUN
aesr-6169	68	34	as	as	ADP
aesr-6169	68	35	an	an	DET
aesr-6169	68	36	investment	investment	NOUN
aesr-6169	68	37	revolving	revolve	VERB
aesr-6169	68	38	fund	fund	NOUN
aesr-6169	68	39	.	.	PUNCT
aesr-6169	69	1	farmers	farmer	NOUN
aesr-6169	69	2	who	who	PRON
aesr-6169	69	3	had	have	VERB
aesr-6169	69	4	access	access	NOUN
aesr-6169	69	5	to	to	ADP
aesr-6169	69	6	finance	finance	NOUN
aesr-6169	69	7	faced	face	VERB
aesr-6169	69	8	much	much	ADV
aesr-6169	69	9	higher	high	ADJ
aesr-6169	69	10	mean	mean	ADJ
aesr-6169	69	11	input	input	NOUN
aesr-6169	69	12	expenditures	expenditure	NOUN
aesr-6169	69	13	per	per	ADP
aesr-6169	69	14	hectare	hectare	NOUN
aesr-6169	69	15	,	,	PUNCT
aesr-6169	69	16	independent	independent	ADJ
aesr-6169	69	17	of	of	ADP
aesr-6169	69	18	their	their	PRON
aesr-6169	69	19	socioeconomic	socioeconomic	ADJ
aesr-6169	69	20	standing	standing	NOUN
aesr-6169	69	21	.	.	PUNCT
aesr-6169	70	1	the	the	DET
aesr-6169	70	2	acquisition	acquisition	NOUN
aesr-6169	70	3	,	,	PUNCT
aesr-6169	70	4	administration	administration	NOUN
aesr-6169	70	5	,	,	PUNCT
aesr-6169	70	6	and	and	CCONJ
aesr-6169	70	7	repayment	repayment	NOUN
aesr-6169	70	8	of	of	ADP
aesr-6169	70	9	credit	credit	NOUN
aesr-6169	70	10	are	be	AUX
aesr-6169	70	11	plagued	plague	VERB
aesr-6169	70	12	by	by	ADP
aesr-6169	70	13	a	a	DET
aesr-6169	70	14	multitude	multitude	NOUN
aesr-6169	70	15	of	of	ADP
aesr-6169	70	16	issues	issue	NOUN
aesr-6169	70	17	,	,	PUNCT
aesr-6169	70	18	despite	despite	SCONJ
aesr-6169	70	19	its	its	PRON
aesr-6169	70	20	importance	importance	NOUN
aesr-6169	70	21	in	in	ADP
aesr-6169	70	22	agricultural	agricultural	ADJ
aesr-6169	70	23	production	production	NOUN
aesr-6169	70	24	.	.	PUNCT
aesr-6169	71	1	the	the	DET
aesr-6169	71	2	nigerian	nigerian	ADJ
aesr-6169	71	3	agricultural	agricultural	ADJ
aesr-6169	71	4	cooperative	cooperative	ADJ
aesr-6169	71	5	and	and	CCONJ
aesr-6169	71	6	rural	rural	ADJ
aesr-6169	71	7	development	development	PROPN
aesr-6169	71	8	bank	bank	PROPN
aesr-6169	71	9	(	(	PUNCT
aesr-6169	71	10	nacrdb	nacrdb	PROPN
aesr-6169	71	11	)	)	PUNCT
aesr-6169	71	12	,	,	PUNCT
aesr-6169	71	13	founded	found	VERB
aesr-6169	71	14	in	in	ADP
aesr-6169	71	15	1973	1973	NUM
aesr-6169	71	16	and	and	CCONJ
aesr-6169	71	17	formerly	formerly	ADV
aesr-6169	71	18	known	know	VERB
aesr-6169	71	19	as	as	ADP
aesr-6169	71	20	the	the	DET
aesr-6169	71	21	nigerian	nigerian	ADJ
aesr-6169	71	22	agricultural	agricultural	ADJ
aesr-6169	71	23	and	and	CCONJ
aesr-6169	71	24	cooperative	cooperative	ADJ
aesr-6169	71	25	bank	bank	NOUN
aesr-6169	71	26	,	,	PUNCT
aesr-6169	71	27	is	be	AUX
aesr-6169	71	28	a	a	DET
aesr-6169	71	29	government	government	NOUN
aesr-6169	71	30	-	-	PUNCT
aesr-6169	71	31	sponsored	sponsor	VERB
aesr-6169	71	32	lending	lending	NOUN
aesr-6169	71	33	organization	organization	NOUN
aesr-6169	71	34	dedicated	dedicate	VERB
aesr-6169	71	35	to	to	ADP
aesr-6169	71	36	meeting	meet	VERB
aesr-6169	71	37	the	the	DET
aesr-6169	71	38	credit	credit	NOUN
aesr-6169	71	39	needs	need	NOUN
aesr-6169	71	40	of	of	ADP
aesr-6169	71	41	agriculture	agriculture	NOUN
aesr-6169	71	42	.	.	PUNCT
aesr-6169	72	1	the	the	DET
aesr-6169	72	2	efficacy	efficacy	NOUN
aesr-6169	72	3	of	of	ADP
aesr-6169	72	4	nacrdb	nacrdb	NOUN
aesr-6169	72	5	has	have	AUX
aesr-6169	72	6	been	be	AUX
aesr-6169	72	7	inadequately	inadequately	ADV
aesr-6169	72	8	reviewed	review	VERB
aesr-6169	72	9	,	,	PUNCT
aesr-6169	72	10	due	due	ADJ
aesr-6169	72	11	mostly	mostly	ADV
aesr-6169	72	12	to	to	ADP
aesr-6169	72	13	a	a	DET
aesr-6169	72	14	high	high	ADJ
aesr-6169	72	15	default	default	NOUN
aesr-6169	72	16	rate	rate	NOUN
aesr-6169	72	17	among	among	ADP
aesr-6169	72	18	receivers	receiver	NOUN
aesr-6169	72	19	[	[	X
aesr-6169	72	20	12	12	NUM
aesr-6169	72	21	]	]	PUNCT
aesr-6169	72	22	.	.	PUNCT
aesr-6169	73	1	the	the	DET
aesr-6169	73	2	boa	boa	PROPN
aesr-6169	73	3	,	,	PUNCT
aesr-6169	73	4	which	which	PRON
aesr-6169	73	5	is	be	AUX
aesr-6169	73	6	entirely	entirely	ADV
aesr-6169	73	7	under	under	ADP
aesr-6169	73	8	the	the	DET
aesr-6169	73	9	control	control	NOUN
aesr-6169	73	10	of	of	ADP
aesr-6169	73	11	nigeria	nigeria	PROPN
aesr-6169	73	12	's	's	PART
aesr-6169	73	13	federal	federal	ADJ
aesr-6169	73	14	government	government	NOUN
aesr-6169	73	15	,	,	PUNCT
aesr-6169	73	16	is	be	AUX
aesr-6169	73	17	the	the	DET
aesr-6169	73	18	country	country	NOUN
aesr-6169	73	19	's	's	PART
aesr-6169	73	20	most	most	ADV
aesr-6169	73	21	significant	significant	ADJ
aesr-6169	73	22	agency	agency	NOUN
aesr-6169	73	23	for	for	ADP
aesr-6169	73	24	supporting	support	VERB
aesr-6169	73	25	agricultural	agricultural	ADJ
aesr-6169	73	26	and	and	CCONJ
aesr-6169	73	27	rural	rural	ADJ
aesr-6169	73	28	development	development	NOUN
aesr-6169	73	29	.	.	PUNCT
aesr-6169	74	1	the	the	DET
aesr-6169	74	2	federal	federal	PROPN
aesr-6169	74	3	ministry	ministry	PROPN
aesr-6169	74	4	of	of	ADP
aesr-6169	74	5	finance	finance	PROPN
aesr-6169	74	6	incorporated	incorporate	VERB
aesr-6169	74	7	owns	own	VERB
aesr-6169	74	8	60	60	NUM
aesr-6169	74	9	%	%	NOUN
aesr-6169	74	10	of	of	ADP
aesr-6169	74	11	the	the	DET
aesr-6169	74	12	structure	structure	NOUN
aesr-6169	74	13	,	,	PUNCT
aesr-6169	74	14	while	while	SCONJ
aesr-6169	74	15	the	the	DET
aesr-6169	74	16	central	central	ADJ
aesr-6169	74	17	bank	bank	PROPN
aesr-6169	74	18	of	of	ADP
aesr-6169	74	19	nigeria	nigeria	PROPN
aesr-6169	74	20	(	(	PUNCT
aesr-6169	74	21	cbn	cbn	PROPN
aesr-6169	74	22	)	)	PUNCT
aesr-6169	74	23	owns	own	VERB
aesr-6169	74	24	40	40	NUM
aesr-6169	74	25	%	%	NOUN
aesr-6169	74	26	.	.	PUNCT
aesr-6169	75	1	the	the	DET
aesr-6169	75	2	federal	federal	PROPN
aesr-6169	75	3	ministry	ministry	PROPN
aesr-6169	75	4	of	of	ADP
aesr-6169	75	5	agriculture	agriculture	PROPN
aesr-6169	75	6	supervises	supervise	VERB
aesr-6169	75	7	the	the	DET
aesr-6169	75	8	bank	bank	NOUN
aesr-6169	75	9	of	of	ADP
aesr-6169	75	10	agriculture	agriculture	NOUN
aesr-6169	75	11	limited	limited	ADJ
aesr-6169	75	12	.	.	PUNCT
aesr-6169	76	1	the	the	DET
aesr-6169	76	2	nigerian	nigerian	ADJ
aesr-6169	76	3	agricultural	agricultural	PROPN
aesr-6169	76	4	bank	bank	PROPN
aesr-6169	76	5	(	(	PUNCT
aesr-6169	76	6	nab	nab	PROPN
aesr-6169	76	7	)	)	PUNCT
aesr-6169	76	8	was	be	AUX
aesr-6169	76	9	formed	form	VERB
aesr-6169	76	10	in	in	ADP
aesr-6169	76	11	1973	1973	NUM
aesr-6169	76	12	and	and	CCONJ
aesr-6169	76	13	renamed	rename	VERB
aesr-6169	76	14	the	the	DET
aesr-6169	76	15	nigerian	nigerian	ADJ
aesr-6169	76	16	agricultural	agricultural	ADJ
aesr-6169	76	17	and	and	CCONJ
aesr-6169	76	18	cooperative	cooperative	ADJ
aesr-6169	76	19	bank	bank	NOUN
aesr-6169	76	20	(	(	PUNCT
aesr-6169	76	21	nacb	nacb	PROPN
aesr-6169	76	22	)	)	PUNCT
aesr-6169	76	23	in	in	ADP
aesr-6169	76	24	1978	1978	NUM
aesr-6169	76	25	.	.	PUNCT
aesr-6169	77	1	the	the	DET
aesr-6169	77	2	nigerian	nigerian	ADJ
aesr-6169	77	3	agricultural	agricultural	ADJ
aesr-6169	77	4	cooperative	cooperative	ADJ
aesr-6169	77	5	and	and	CCONJ
aesr-6169	77	6	rural	rural	ADJ
aesr-6169	77	7	development	development	PROPN
aesr-6169	77	8	bank	bank	PROPN
aesr-6169	77	9	limited	limit	VERB
aesr-6169	77	10	(	(	PUNCT
aesr-6169	77	11	nacrdb	nacrdb	ADJ
aesr-6169	77	12	)	)	PUNCT
aesr-6169	77	13	was	be	AUX
aesr-6169	77	14	founded	found	VERB
aesr-6169	77	15	in	in	ADP
aesr-6169	77	16	2000	2000	NUM
aesr-6169	77	17	as	as	ADP
aesr-6169	77	18	a	a	DET
aesr-6169	77	19	result	result	NOUN
aesr-6169	77	20	of	of	ADP
aesr-6169	77	21	a	a	DET
aesr-6169	77	22	merger	merger	NOUN
aesr-6169	77	23	with	with	ADP
aesr-6169	77	24	the	the	DET
aesr-6169	77	25	people	people	NOUN
aesr-6169	77	26	's	's	PART
aesr-6169	77	27	bank	bank	PROPN
aesr-6169	77	28	of	of	ADP
aesr-6169	77	29	nigeria	nigeria	PROPN
aesr-6169	77	30	(	(	PUNCT
aesr-6169	77	31	pbn	pbn	PROPN
aesr-6169	77	32	)	)	PUNCT
aesr-6169	77	33	and	and	CCONJ
aesr-6169	77	34	the	the	DET
aesr-6169	77	35	acquisition	acquisition	NOUN
aesr-6169	77	36	of	of	ADP
aesr-6169	77	37	the	the	DET
aesr-6169	77	38	risk	risk	NOUN
aesr-6169	77	39	assets	asset	NOUN
aesr-6169	77	40	of	of	ADP
aesr-6169	77	41	the	the	DET
aesr-6169	77	42	family	family	NOUN
aesr-6169	77	43	economic	economic	ADJ
aesr-6169	77	44	advancement	advancement	NOUN
aesr-6169	77	45	programme	programme	NOUN
aesr-6169	77	46	(	(	PUNCT
aesr-6169	77	47	feap	feap	ADV
aesr-6169	77	48	)	)	PUNCT
aesr-6169	77	49	.	.	PUNCT
aesr-6169	78	1	in	in	ADP
aesr-6169	78	2	2010	2010	NUM
aesr-6169	78	3	,	,	PUNCT
aesr-6169	78	4	a	a	DET
aesr-6169	78	5	plan	plan	NOUN
aesr-6169	78	6	was	be	AUX
aesr-6169	78	7	adopted	adopt	VERB
aesr-6169	78	8	to	to	PART
aesr-6169	78	9	turn	turn	VERB
aesr-6169	78	10	the	the	DET
aesr-6169	78	11	bank	bank	NOUN
aesr-6169	78	12	into	into	ADP
aesr-6169	78	13	a	a	DET
aesr-6169	78	14	long	long	ADJ
aesr-6169	78	15	-	-	PUNCT
aesr-6169	78	16	term	term	NOUN
aesr-6169	78	17	and	and	CCONJ
aesr-6169	78	18	efficient	efficient	ADJ
aesr-6169	78	19	national	national	ADJ
aesr-6169	78	20	agricultural	agricultural	ADJ
aesr-6169	78	21	and	and	CCONJ
aesr-6169	78	22	rural	rural	ADJ
aesr-6169	78	23	development	development	NOUN
aesr-6169	78	24	finance	finance	NOUN
aesr-6169	78	25	organization	organization	NOUN
aesr-6169	78	26	.	.	PUNCT
aesr-6169	79	1	this	this	DET
aesr-6169	79	2	technique	technique	NOUN
aesr-6169	79	3	resulted	result	VERB
aesr-6169	79	4	in	in	ADP
aesr-6169	79	5	a	a	DET
aesr-6169	79	6	future	future	ADJ
aesr-6169	79	7	rebranding	rebranding	NOUN
aesr-6169	79	8	as	as	SCONJ
aesr-6169	79	9	boa	boa	PROPN
aesr-6169	79	10	limited	limit	VERB
aesr-6169	79	11	[	[	X
aesr-6169	79	12	13	13	NUM
aesr-6169	79	13	]	]	PUNCT
aesr-6169	79	14	.	.	PUNCT
aesr-6169	80	1	it	it	PRON
aesr-6169	80	2	is	be	AUX
aesr-6169	80	3	a	a	DET
aesr-6169	80	4	nationally	nationally	ADV
aesr-6169	80	5	owned	own	VERB
aesr-6169	80	6	development	development	NOUN
aesr-6169	80	7	bank	bank	NOUN
aesr-6169	80	8	entrusted	entrust	VERB
aesr-6169	80	9	with	with	ADP
aesr-6169	80	10	providing	provide	VERB
aesr-6169	80	11	low	low	ADJ
aesr-6169	80	12	-	-	PUNCT
aesr-6169	80	13	cost	cost	NOUN
aesr-6169	80	14	loans	loan	NOUN
aesr-6169	80	15	to	to	ADP
aesr-6169	80	16	smallholder	smallholder	NOUN
aesr-6169	80	17	and	and	CCONJ
aesr-6169	80	18	commercial	commercial	ADJ
aesr-6169	80	19	farmers	farmer	NOUN
aesr-6169	80	20	,	,	PUNCT
aesr-6169	80	21	as	as	ADV
aesr-6169	80	22	well	well	ADV
aesr-6169	80	23	as	as	ADP
aesr-6169	80	24	small	small	ADJ
aesr-6169	80	25	and	and	CCONJ
aesr-6169	80	26	medium	medium	ADJ
aesr-6169	80	27	-	-	PUNCT
aesr-6169	80	28	sized	sized	ADJ
aesr-6169	80	29	rural	rural	ADJ
aesr-6169	80	30	businesses	business	NOUN
aesr-6169	80	31	.	.	PUNCT
aesr-6169	81	1	it	it	PRON
aesr-6169	81	2	also	also	ADV
aesr-6169	81	3	provides	provide	VERB
aesr-6169	81	4	microfinancing	microfinance	VERB
aesr-6169	81	5	to	to	ADP
aesr-6169	81	6	small	small	ADJ
aesr-6169	81	7	and	and	CCONJ
aesr-6169	81	8	medium	medium	ADJ
aesr-6169	81	9	-	-	PUNCT
aesr-6169	81	10	sized	sized	ADJ
aesr-6169	81	11	non	non	ADJ
aesr-6169	81	12	-	-	ADJ
aesr-6169	81	13	agricultural	agricultural	ADJ
aesr-6169	81	14	businesses	business	NOUN
aesr-6169	81	15	.	.	PUNCT
aesr-6169	82	1	the	the	DET
aesr-6169	82	2	goal	goal	NOUN
aesr-6169	82	3	is	be	AUX
aesr-6169	82	4	to	to	PART
aesr-6169	82	5	ensure	ensure	VERB
aesr-6169	82	6	the	the	DET
aesr-6169	82	7	sustainable	sustainable	ADJ
aesr-6169	82	8	provision	provision	NOUN
aesr-6169	82	9	of	of	ADP
aesr-6169	82	10	agricultural	agricultural	ADJ
aesr-6169	82	11	and	and	CCONJ
aesr-6169	82	12	rural	rural	ADJ
aesr-6169	82	13	finance	finance	NOUN
aesr-6169	82	14	services	service	NOUN
aesr-6169	82	15	,	,	PUNCT
aesr-6169	82	16	thereby	thereby	ADV
aesr-6169	82	17	supporting	support	VERB
aesr-6169	82	18	the	the	DET
aesr-6169	82	19	national	national	ADJ
aesr-6169	82	20	economic	economic	ADJ
aesr-6169	82	21	development	development	NOUN
aesr-6169	82	22	agenda	agenda	NOUN
aesr-6169	82	23	,	,	PUNCT
aesr-6169	82	24	which	which	PRON
aesr-6169	82	25	includes	include	VERB
aesr-6169	82	26	food	food	NOUN
aesr-6169	82	27	security	security	NOUN
aesr-6169	82	28	,	,	PUNCT
aesr-6169	82	29	poverty	poverty	NOUN
aesr-6169	82	30	alleviation	alleviation	NOUN
aesr-6169	82	31	,	,	PUNCT
aesr-6169	82	32	job	job	NOUN
aesr-6169	82	33	creation	creation	NOUN
aesr-6169	82	34	,	,	PUNCT
aesr-6169	82	35	reducing	reduce	VERB
aesr-6169	82	36	rural	rural	ADJ
aesr-6169	82	37	-	-	PUNCT
aesr-6169	82	38	to	to	ADP
aesr-6169	82	39	-	-	PUNCT
aesr-6169	82	40	urban	urban	ADJ
aesr-6169	82	41	migration	migration	NOUN
aesr-6169	82	42	,	,	PUNCT
aesr-6169	82	43	reducing	reduce	VERB
aesr-6169	82	44	reliance	reliance	NOUN
aesr-6169	82	45	on	on	ADP
aesr-6169	82	46	imported	import	VERB
aesr-6169	82	47	food	food	NOUN
aesr-6169	82	48	,	,	PUNCT
aesr-6169	82	49	and	and	CCONJ
aesr-6169	82	50	increasing	increase	VERB
aesr-6169	82	51	foreign	foreign	ADJ
aesr-6169	82	52	exchange	exchange	NOUN
aesr-6169	82	53	earnings	earning	NOUN
aesr-6169	82	54	.	.	PUNCT
aesr-6169	83	1	1.1	1.1	NUM
aesr-6169	83	2	.	.	PUNCT
aesr-6169	84	1	statement	statement	NOUN
aesr-6169	84	2	of	of	ADP
aesr-6169	84	3	the	the	DET
aesr-6169	84	4	problem	problem	NOUN
aesr-6169	84	5	according	accord	VERB
aesr-6169	84	6	to	to	ADP
aesr-6169	84	7	phillip	phillip	PROPN
aesr-6169	84	8	,	,	PUNCT
aesr-6169	84	9	et	et	PROPN
aesr-6169	84	10	al	al	PROPN
aesr-6169	84	11	.	.	PUNCT
aesr-6169	85	1	[	[	X
aesr-6169	85	2	10	10	NUM
aesr-6169	85	3	]	]	X
aesr-6169	85	4	the	the	DET
aesr-6169	85	5	provision	provision	NOUN
aesr-6169	85	6	of	of	ADP
aesr-6169	85	7	financing	financing	NOUN
aesr-6169	85	8	to	to	ADP
aesr-6169	85	9	farmers	farmer	NOUN
aesr-6169	85	10	is	be	AUX
aesr-6169	85	11	generally	generally	ADV
aesr-6169	85	12	regarded	regard	VERB
aesr-6169	85	13	as	as	ADP
aesr-6169	85	14	a	a	DET
aesr-6169	85	15	successful	successful	ADJ
aesr-6169	85	16	technique	technique	NOUN
aesr-6169	85	17	for	for	ADP
aesr-6169	85	18	augmenting	augment	VERB
aesr-6169	85	19	agricultural	agricultural	ADJ
aesr-6169	85	20	productivity	productivity	NOUN
aesr-6169	85	21	.	.	PUNCT
aesr-6169	86	1	mahmood	mahmood	PROPN
aesr-6169	86	2	,	,	PUNCT
aesr-6169	86	3	et	et	PROPN
aesr-6169	86	4	al	al	PROPN
aesr-6169	86	5	.	.	PUNCT
aesr-6169	87	1	[	[	X
aesr-6169	87	2	11	11	NUM
aesr-6169	87	3	]	]	PUNCT
aesr-6169	87	4	said	say	VERB
aesr-6169	87	5	that	that	SCONJ
aesr-6169	87	6	credit	credit	NOUN
aesr-6169	87	7	gives	give	VERB
aesr-6169	87	8	farmers	farmer	NOUN
aesr-6169	87	9	the	the	DET
aesr-6169	87	10	ability	ability	NOUN
aesr-6169	87	11	agriculture	agriculture	NOUN
aesr-6169	87	12	and	and	CCONJ
aesr-6169	87	13	food	food	NOUN
aesr-6169	87	14	sciences	sciences	PROPN
aesr-6169	87	15	research	research	NOUN
aesr-6169	87	16	,	,	PUNCT
aesr-6169	87	17	2024	2024	NUM
aesr-6169	87	18	,	,	PUNCT
aesr-6169	87	19	11(2	11(2	NUM
aesr-6169	87	20	):	):	PUNCT
aesr-6169	87	21	87	87	NUM
aesr-6169	87	22	-	-	SYM
aesr-6169	87	23	95	95	NUM
aesr-6169	87	24	89	89	NUM
aesr-6169	87	25	©	©	ADP
aesr-6169	87	26	2024by	2024by	NOUN
aesr-6169	87	27	the	the	DET
aesr-6169	87	28	authors	author	NOUN
aesr-6169	87	29	;	;	PUNCT
aesr-6169	87	30	licensee	licensee	PROPN
aesr-6169	87	31	asian	asian	ADJ
aesr-6169	87	32	online	online	PROPN
aesr-6169	87	33	journal	journal	PROPN
aesr-6169	87	34	publishing	publishing	NOUN
aesr-6169	87	35	group	group	NOUN
aesr-6169	87	36	increasing	increase	VERB
aesr-6169	87	37	the	the	DET
aesr-6169	87	38	income	income	NOUN
aesr-6169	87	39	and	and	CCONJ
aesr-6169	87	40	enhance	enhance	VERB
aesr-6169	87	41	level	level	NOUN
aesr-6169	87	42	of	of	ADP
aesr-6169	87	43	life	life	NOUN
aesr-6169	87	44	.	.	PUNCT
aesr-6169	88	1	agricultural	agricultural	ADJ
aesr-6169	88	2	financing	financing	NOUN
aesr-6169	88	3	is	be	AUX
aesr-6169	88	4	seen	see	VERB
aesr-6169	88	5	vital	vital	ADJ
aesr-6169	88	6	for	for	ADP
aesr-6169	88	7	enhancing	enhance	VERB
aesr-6169	88	8	agriculture	agriculture	NOUN
aesr-6169	88	9	and	and	CCONJ
aesr-6169	88	10	transforming	transform	VERB
aesr-6169	88	11	the	the	DET
aesr-6169	88	12	rural	rural	ADJ
aesr-6169	88	13	economy	economy	NOUN
aesr-6169	88	14	.	.	PUNCT
aesr-6169	89	1	the	the	DET
aesr-6169	89	2	assertion	assertion	NOUN
aesr-6169	89	3	is	be	AUX
aesr-6169	89	4	that	that	SCONJ
aesr-6169	89	5	the	the	DET
aesr-6169	89	6	agriculture	agriculture	NOUN
aesr-6169	89	7	industry	industry	NOUN
aesr-6169	89	8	relies	rely	VERB
aesr-6169	89	9	heavily	heavily	ADV
aesr-6169	89	10	on	on	ADP
aesr-6169	89	11	credit	credit	NOUN
aesr-6169	89	12	than	than	ADP
aesr-6169	89	13	any	any	DET
aesr-6169	89	14	other	other	ADJ
aesr-6169	89	15	input	input	NOUN
aesr-6169	89	16	due	due	ADP
aesr-6169	89	17	to	to	ADP
aesr-6169	89	18	the	the	DET
aesr-6169	89	19	fluctuations	fluctuation	NOUN
aesr-6169	89	20	in	in	ADP
aesr-6169	89	21	farmers	farmer	NOUN
aesr-6169	89	22	'	'	PART
aesr-6169	89	23	earnings	earning	NOUN
aesr-6169	89	24	and	and	CCONJ
aesr-6169	89	25	the	the	DET
aesr-6169	89	26	finance	finance	NOUN
aesr-6169	89	27	needed	need	VERB
aesr-6169	89	28	for	for	ADP
aesr-6169	89	29	the	the	DET
aesr-6169	89	30	transition	transition	NOUN
aesr-6169	89	31	from	from	ADP
aesr-6169	89	32	subsistence	subsistence	NOUN
aesr-6169	89	33	to	to	ADP
aesr-6169	89	34	commercial	commercial	ADJ
aesr-6169	89	35	farming	farming	NOUN
aesr-6169	89	36	.	.	PUNCT
aesr-6169	90	1	despite	despite	SCONJ
aesr-6169	90	2	nigeria	nigeria	PROPN
aesr-6169	90	3	's	's	PART
aesr-6169	90	4	huge	huge	ADJ
aesr-6169	90	5	fertile	fertile	ADJ
aesr-6169	90	6	land	land	NOUN
aesr-6169	90	7	,	,	PUNCT
aesr-6169	90	8	a	a	DET
aesr-6169	90	9	large	large	ADJ
aesr-6169	90	10	percentage	percentage	NOUN
aesr-6169	90	11	of	of	ADP
aesr-6169	90	12	the	the	DET
aesr-6169	90	13	population	population	NOUN
aesr-6169	90	14	suffers	suffer	VERB
aesr-6169	90	15	from	from	ADP
aesr-6169	90	16	hunger	hunger	NOUN
aesr-6169	90	17	,	,	PUNCT
aesr-6169	90	18	poverty	poverty	NOUN
aesr-6169	90	19	,	,	PUNCT
aesr-6169	90	20	and	and	CCONJ
aesr-6169	90	21	unemployment	unemployment	NOUN
aesr-6169	90	22	as	as	ADP
aesr-6169	90	23	a	a	DET
aesr-6169	90	24	result	result	NOUN
aesr-6169	90	25	of	of	ADP
aesr-6169	90	26	agricultural	agricultural	ADJ
aesr-6169	90	27	neglect	neglect	NOUN
aesr-6169	90	28	.	.	PUNCT
aesr-6169	91	1	several	several	ADJ
aesr-6169	91	2	agro	agro	NOUN
aesr-6169	91	3	-	-	PUNCT
aesr-6169	91	4	industries	industry	NOUN
aesr-6169	91	5	depend	depend	VERB
aesr-6169	91	6	largely	largely	ADV
aesr-6169	91	7	on	on	ADP
aesr-6169	91	8	the	the	DET
aesr-6169	91	9	importation	importation	NOUN
aesr-6169	91	10	of	of	ADP
aesr-6169	91	11	vital	vital	ADJ
aesr-6169	91	12	raw	raw	ADJ
aesr-6169	91	13	materials	material	NOUN
aesr-6169	91	14	for	for	ADP
aesr-6169	91	15	manufacture	manufacture	NOUN
aesr-6169	91	16	,	,	PUNCT
aesr-6169	91	17	while	while	SCONJ
aesr-6169	91	18	a	a	DET
aesr-6169	91	19	considerable	considerable	ADJ
aesr-6169	91	20	proportion	proportion	NOUN
aesr-6169	91	21	of	of	ADP
aesr-6169	91	22	nigerian	nigerian	ADJ
aesr-6169	91	23	youths	youth	NOUN
aesr-6169	91	24	remain	remain	VERB
aesr-6169	91	25	unemployed	unemployed	ADJ
aesr-6169	91	26	.	.	PUNCT
aesr-6169	92	1	various	various	ADJ
aesr-6169	92	2	laws	law	NOUN
aesr-6169	92	3	have	have	AUX
aesr-6169	92	4	been	be	AUX
aesr-6169	92	5	implemented	implement	VERB
aesr-6169	92	6	to	to	PART
aesr-6169	92	7	address	address	VERB
aesr-6169	92	8	these	these	DET
aesr-6169	92	9	issues	issue	NOUN
aesr-6169	92	10	,	,	PUNCT
aesr-6169	92	11	with	with	ADP
aesr-6169	92	12	banks	bank	NOUN
aesr-6169	92	13	designated	designate	VERB
aesr-6169	92	14	to	to	PART
aesr-6169	92	15	play	play	VERB
aesr-6169	92	16	a	a	DET
aesr-6169	92	17	significant	significant	ADJ
aesr-6169	92	18	role	role	NOUN
aesr-6169	92	19	in	in	ADP
aesr-6169	92	20	financing	financing	NOUN
aesr-6169	92	21	via	via	ADP
aesr-6169	92	22	the	the	DET
aesr-6169	92	23	supply	supply	NOUN
aesr-6169	92	24	of	of	ADP
aesr-6169	92	25	loans	loan	NOUN
aesr-6169	92	26	.	.	PUNCT
aesr-6169	93	1	nonetheless	nonetheless	ADV
aesr-6169	93	2	,	,	PUNCT
aesr-6169	93	3	the	the	DET
aesr-6169	93	4	truth	truth	NOUN
aesr-6169	93	5	persists	persist	VERB
aesr-6169	93	6	that	that	SCONJ
aesr-6169	93	7	banks	bank	NOUN
aesr-6169	93	8	,	,	PUNCT
aesr-6169	93	9	namely	namely	ADV
aesr-6169	93	10	commercial	commercial	ADJ
aesr-6169	93	11	banks	bank	NOUN
aesr-6169	93	12	,	,	PUNCT
aesr-6169	93	13	have	have	AUX
aesr-6169	93	14	not	not	PART
aesr-6169	93	15	adequately	adequately	ADV
aesr-6169	93	16	addressed	address	VERB
aesr-6169	93	17	the	the	DET
aesr-6169	93	18	issue	issue	NOUN
aesr-6169	93	19	,	,	PUNCT
aesr-6169	93	20	as	as	SCONJ
aesr-6169	93	21	seen	see	VERB
aesr-6169	93	22	by	by	ADP
aesr-6169	93	23	the	the	DET
aesr-6169	93	24	limited	limited	ADJ
aesr-6169	93	25	impact	impact	NOUN
aesr-6169	93	26	on	on	ADP
aesr-6169	93	27	agricultural	agricultural	ADJ
aesr-6169	93	28	loans	loan	NOUN
aesr-6169	93	29	[	[	X
aesr-6169	93	30	14	14	NUM
aesr-6169	93	31	]	]	PUNCT
aesr-6169	93	32	.	.	PUNCT
aesr-6169	94	1	conversely	conversely	ADV
aesr-6169	94	2	,	,	PUNCT
aesr-6169	94	3	in	in	ADP
aesr-6169	94	4	instances	instance	NOUN
aesr-6169	94	5	when	when	SCONJ
aesr-6169	94	6	loans	loan	NOUN
aesr-6169	94	7	are	be	AUX
aesr-6169	94	8	poised	poise	VERB
aesr-6169	94	9	for	for	ADP
aesr-6169	94	10	approval	approval	NOUN
aesr-6169	94	11	,	,	PUNCT
aesr-6169	94	12	some	some	DET
aesr-6169	94	13	farmers	farmer	NOUN
aesr-6169	94	14	or	or	CCONJ
aesr-6169	94	15	customers	customer	NOUN
aesr-6169	94	16	lack	lack	VERB
aesr-6169	94	17	the	the	DET
aesr-6169	94	18	requisite	requisite	ADJ
aesr-6169	94	19	collateral	collateral	NOUN
aesr-6169	94	20	and	and	CCONJ
aesr-6169	94	21	integrity	integrity	NOUN
aesr-6169	94	22	demanded	demand	VERB
aesr-6169	94	23	by	by	ADP
aesr-6169	94	24	banks	bank	NOUN
aesr-6169	94	25	as	as	ADP
aesr-6169	94	26	a	a	DET
aesr-6169	94	27	safeguard	safeguard	NOUN
aesr-6169	94	28	against	against	ADP
aesr-6169	94	29	potential	potential	ADJ
aesr-6169	94	30	losses	loss	NOUN
aesr-6169	94	31	or	or	CCONJ
aesr-6169	94	32	unexpected	unexpected	ADJ
aesr-6169	94	33	liabilities	liability	NOUN
aesr-6169	94	34	in	in	ADP
aesr-6169	94	35	the	the	DET
aesr-6169	94	36	event	event	NOUN
aesr-6169	94	37	of	of	ADP
aesr-6169	94	38	failure	failure	NOUN
aesr-6169	94	39	.	.	PUNCT
aesr-6169	95	1	consequently	consequently	ADV
aesr-6169	95	2	,	,	PUNCT
aesr-6169	95	3	several	several	ADJ
aesr-6169	95	4	loans	loan	NOUN
aesr-6169	95	5	are	be	AUX
aesr-6169	95	6	diverted	divert	VERB
aesr-6169	95	7	to	to	ADP
aesr-6169	95	8	non	non	ADJ
aesr-6169	95	9	-	-	ADJ
aesr-6169	95	10	agricultural	agricultural	ADJ
aesr-6169	95	11	projects	project	NOUN
aesr-6169	95	12	due	due	ADP
aesr-6169	95	13	to	to	ADP
aesr-6169	95	14	the	the	DET
aesr-6169	95	15	tendency	tendency	NOUN
aesr-6169	95	16	of	of	ADP
aesr-6169	95	17	certain	certain	ADJ
aesr-6169	95	18	individuals	individual	NOUN
aesr-6169	95	19	to	to	PART
aesr-6169	95	20	prioritize	prioritize	VERB
aesr-6169	95	21	extravagant	extravagant	ADJ
aesr-6169	95	22	home	home	NOUN
aesr-6169	95	23	expenditures	expenditure	NOUN
aesr-6169	95	24	,	,	PUNCT
aesr-6169	95	25	so	so	ADV
aesr-6169	95	26	undermining	undermine	VERB
aesr-6169	95	27	the	the	DET
aesr-6169	95	28	intended	intend	VERB
aesr-6169	95	29	aim	aim	NOUN
aesr-6169	95	30	of	of	ADP
aesr-6169	95	31	the	the	DET
aesr-6169	95	32	credit	credit	NOUN
aesr-6169	95	33	.	.	PUNCT
aesr-6169	96	1	some	some	DET
aesr-6169	96	2	reputable	reputable	ADJ
aesr-6169	96	3	customers	customer	NOUN
aesr-6169	96	4	,	,	PUNCT
aesr-6169	96	5	who	who	PRON
aesr-6169	96	6	may	may	AUX
aesr-6169	96	7	be	be	AUX
aesr-6169	96	8	shielded	shield	VERB
aesr-6169	96	9	from	from	ADP
aesr-6169	96	10	this	this	DET
aesr-6169	96	11	allegation	allegation	NOUN
aesr-6169	96	12	,	,	PUNCT
aesr-6169	96	13	are	be	AUX
aesr-6169	96	14	inevitably	inevitably	ADV
aesr-6169	96	15	burdened	burden	VERB
aesr-6169	96	16	by	by	ADP
aesr-6169	96	17	uncontrolled	uncontrolled	ADJ
aesr-6169	96	18	elements	element	NOUN
aesr-6169	96	19	,	,	PUNCT
aesr-6169	96	20	like	like	ADP
aesr-6169	96	21	change	change	NOUN
aesr-6169	96	22	in	in	ADP
aesr-6169	96	23	policies	policy	NOUN
aesr-6169	96	24	,	,	PUNCT
aesr-6169	96	25	and	and	CCONJ
aesr-6169	96	26	challenges	challenge	NOUN
aesr-6169	96	27	in	in	ADP
aesr-6169	96	28	securing	secure	VERB
aesr-6169	96	29	official	official	ADJ
aesr-6169	96	30	permits	permit	NOUN
aesr-6169	96	31	[	[	X
aesr-6169	96	32	15	15	NUM
aesr-6169	96	33	]	]	PUNCT
aesr-6169	96	34	.	.	PUNCT
aesr-6169	97	1	numerous	numerous	ADJ
aesr-6169	97	2	studies	study	NOUN
aesr-6169	97	3	indicate	indicate	VERB
aesr-6169	97	4	that	that	SCONJ
aesr-6169	97	5	the	the	DET
aesr-6169	97	6	provision	provision	NOUN
aesr-6169	97	7	of	of	ADP
aesr-6169	97	8	accessible	accessible	ADJ
aesr-6169	97	9	and	and	CCONJ
aesr-6169	97	10	inexpensive	inexpensive	ADJ
aesr-6169	97	11	financing	financing	NOUN
aesr-6169	97	12	is	be	AUX
aesr-6169	97	13	the	the	DET
aesr-6169	97	14	most	most	ADV
aesr-6169	97	15	effective	effective	ADJ
aesr-6169	97	16	method	method	NOUN
aesr-6169	97	17	for	for	ADP
aesr-6169	97	18	enhancing	enhance	VERB
aesr-6169	97	19	agricultural	agricultural	ADJ
aesr-6169	97	20	productivity	productivity	NOUN
aesr-6169	97	21	[	[	X
aesr-6169	97	22	31	31	NUM
aesr-6169	97	23	]	]	PUNCT
aesr-6169	97	24	.	.	PUNCT
aesr-6169	98	1	the	the	DET
aesr-6169	98	2	claim	claim	NOUN
aesr-6169	98	3	is	be	AUX
aesr-6169	98	4	that	that	SCONJ
aesr-6169	98	5	the	the	DET
aesr-6169	98	6	agriculture	agriculture	NOUN
aesr-6169	98	7	industry	industry	NOUN
aesr-6169	98	8	relies	rely	VERB
aesr-6169	98	9	more	more	ADV
aesr-6169	98	10	heavily	heavily	ADV
aesr-6169	98	11	on	on	ADP
aesr-6169	98	12	the	the	DET
aesr-6169	98	13	finance	finance	NOUN
aesr-6169	98	14	necessary	necessary	ADJ
aesr-6169	98	15	for	for	ADP
aesr-6169	98	16	transitioning	transition	VERB
aesr-6169	98	17	from	from	ADP
aesr-6169	98	18	subsistence	subsistence	NOUN
aesr-6169	98	19	to	to	ADP
aesr-6169	98	20	commercial	commercial	ADJ
aesr-6169	98	21	farming	farming	NOUN
aesr-6169	98	22	.	.	PUNCT
aesr-6169	99	1	in	in	ADP
aesr-6169	99	2	response	response	NOUN
aesr-6169	99	3	nigeria	nigeria	PROPN
aesr-6169	99	4	government	government	PROPN
aesr-6169	99	5	established	establish	VERB
aesr-6169	99	6	financial	financial	ADJ
aesr-6169	99	7	institution	institution	NOUN
aesr-6169	99	8	(	(	PUNCT
aesr-6169	99	9	boa	boa	NOUN
aesr-6169	99	10	)	)	PUNCT
aesr-6169	99	11	saddled	saddle	VERB
aesr-6169	99	12	with	with	ADP
aesr-6169	99	13	responsibility	responsibility	NOUN
aesr-6169	99	14	of	of	ADP
aesr-6169	99	15	providing	provide	VERB
aesr-6169	99	16	easy	easy	ADJ
aesr-6169	99	17	and	and	CCONJ
aesr-6169	99	18	cheaper	cheap	ADJ
aesr-6169	99	19	credit	credit	NOUN
aesr-6169	99	20	to	to	ADP
aesr-6169	99	21	farmer	farmer	NOUN
aesr-6169	99	22	.	.	PUNCT
aesr-6169	100	1	but	but	CCONJ
aesr-6169	100	2	the	the	DET
aesr-6169	100	3	drawback	drawback	NOUN
aesr-6169	100	4	is	be	AUX
aesr-6169	100	5	that	that	SCONJ
aesr-6169	100	6	many	many	ADJ
aesr-6169	100	7	farmers	farmer	NOUN
aesr-6169	100	8	have	have	VERB
aesr-6169	100	9	collateral	collateral	NOUN
aesr-6169	100	10	,	,	PUNCT
aesr-6169	100	11	while	while	SCONJ
aesr-6169	100	12	some	some	PRON
aesr-6169	100	13	diverted	divert	VERB
aesr-6169	100	14	the	the	DET
aesr-6169	100	15	loan	loan	NOUN
aesr-6169	100	16	instead	instead	ADV
aesr-6169	100	17	of	of	ADP
aesr-6169	100	18	using	use	VERB
aesr-6169	100	19	in	in	ADP
aesr-6169	100	20	it	it	PRON
aesr-6169	100	21	to	to	PART
aesr-6169	100	22	boost	boost	VERB
aesr-6169	100	23	the	the	DET
aesr-6169	100	24	production	production	NOUN
aesr-6169	100	25	.	.	PUNCT
aesr-6169	101	1	given	give	VERB
aesr-6169	101	2	the	the	DET
aesr-6169	101	3	foregoing	foregoing	NOUN
aesr-6169	101	4	,	,	PUNCT
aesr-6169	101	5	the	the	DET
aesr-6169	101	6	study	study	NOUN
aesr-6169	101	7	investigated	investigate	VERB
aesr-6169	101	8	impacts	impact	NOUN
aesr-6169	101	9	of	of	ADP
aesr-6169	101	10	agricultural	agricultural	ADJ
aesr-6169	101	11	credit	credit	NOUN
aesr-6169	101	12	on	on	ADP
aesr-6169	101	13	agricultural	agricultural	ADJ
aesr-6169	101	14	productivity	productivity	NOUN
aesr-6169	101	15	in	in	ADP
aesr-6169	101	16	southwest	southwest	NOUN
aesr-6169	101	17	.	.	PUNCT
aesr-6169	102	1	specific	specific	ADJ
aesr-6169	102	2	objectives	objective	NOUN
aesr-6169	102	3	are	be	AUX
aesr-6169	102	4	to	to	PART
aesr-6169	102	5	:	:	PUNCT
aesr-6169	102	6	1	1	X
aesr-6169	102	7	.	.	X
aesr-6169	102	8	profile	profile	VERB
aesr-6169	102	9	the	the	DET
aesr-6169	102	10	socio	socio	NOUN
aesr-6169	102	11	-	-	PUNCT
aesr-6169	102	12	economic	economic	ADJ
aesr-6169	102	13	characteristics	characteristic	NOUN
aesr-6169	102	14	of	of	ADP
aesr-6169	102	15	the	the	DET
aesr-6169	102	16	boa	boa	PROPN
aesr-6169	102	17	credit	credit	NOUN
aesr-6169	102	18	facilities	facility	NOUN
aesr-6169	102	19	beneficiaries	beneficiary	NOUN
aesr-6169	102	20	and	and	CCONJ
aesr-6169	102	21	non	non	NOUN
aesr-6169	102	22	-	-	NOUN
aesr-6169	102	23	beneficiaries	beneficiary	NOUN
aesr-6169	102	24	.	.	PUNCT
aesr-6169	103	1	2	2	X
aesr-6169	103	2	.	.	X
aesr-6169	103	3	analyze	analyze	VERB
aesr-6169	103	4	the	the	DET
aesr-6169	103	5	productivity	productivity	NOUN
aesr-6169	103	6	differentials	differential	NOUN
aesr-6169	103	7	between	between	ADP
aesr-6169	103	8	non	non	NOUN
aesr-6169	103	9	-	-	NOUN
aesr-6169	103	10	beneficiaries	beneficiary	NOUN
aesr-6169	103	11	and	and	CCONJ
aesr-6169	103	12	beneficiaries	beneficiary	NOUN
aesr-6169	103	13	of	of	ADP
aesr-6169	103	14	boa	boa	PROPN
aesr-6169	103	15	credit	credit	NOUN
aesr-6169	103	16	facilities	facility	NOUN
aesr-6169	103	17	in	in	ADP
aesr-6169	103	18	south	south	ADJ
aesr-6169	103	19	-	-	PUNCT
aesr-6169	103	20	western	western	ADJ
aesr-6169	103	21	nigeria	nigeria	PROPN
aesr-6169	103	22	.	.	PUNCT
aesr-6169	104	1	3	3	X
aesr-6169	104	2	.	.	X
aesr-6169	104	3	analyze	analyze	VERB
aesr-6169	104	4	the	the	DET
aesr-6169	104	5	effect	effect	NOUN
aesr-6169	104	6	of	of	ADP
aesr-6169	104	7	boa	boa	PROPN
aesr-6169	104	8	credit	credit	NOUN
aesr-6169	104	9	on	on	ADP
aesr-6169	104	10	farm	farm	NOUN
aesr-6169	104	11	productivity	productivity	NOUN
aesr-6169	104	12	of	of	ADP
aesr-6169	104	13	the	the	DET
aesr-6169	104	14	beneficiaries	beneficiary	NOUN
aesr-6169	104	15	in	in	ADP
aesr-6169	104	16	the	the	DET
aesr-6169	104	17	south	south	ADJ
aesr-6169	104	18	-	-	PUNCT
aesr-6169	104	19	western	western	ADJ
aesr-6169	104	20	nigeria	nigeria	PROPN
aesr-6169	104	21	.	.	PUNCT
aesr-6169	105	1	2	2	X
aesr-6169	105	2	.	.	X
aesr-6169	105	3	literature	literature	NOUN
aesr-6169	105	4	review	review	VERB
aesr-6169	105	5	2.1	2.1	NUM
aesr-6169	105	6	.	.	PUNCT
aesr-6169	106	1	empirical	empirical	ADJ
aesr-6169	106	2	framework	framework	NOUN
aesr-6169	106	3	the	the	DET
aesr-6169	106	4	demand	demand	NOUN
aesr-6169	106	5	for	for	ADP
aesr-6169	106	6	commodities	commodity	NOUN
aesr-6169	106	7	to	to	PART
aesr-6169	106	8	enhance	enhance	VERB
aesr-6169	106	9	crop	crop	NOUN
aesr-6169	106	10	production	production	NOUN
aesr-6169	106	11	had	have	AUX
aesr-6169	106	12	increased	increase	VERB
aesr-6169	106	13	as	as	ADP
aesr-6169	106	14	a	a	DET
aesr-6169	106	15	consequence	consequence	NOUN
aesr-6169	106	16	of	of	ADP
aesr-6169	106	17	the	the	DET
aesr-6169	106	18	credit	credit	NOUN
aesr-6169	106	19	transfer	transfer	NOUN
aesr-6169	106	20	to	to	ADP
aesr-6169	106	21	producers	producer	NOUN
aesr-6169	106	22	,	,	PUNCT
aesr-6169	106	23	according	accord	VERB
aesr-6169	106	24	to	to	ADP
aesr-6169	106	25	siddiqi	siddiqi	PROPN
aesr-6169	106	26	,	,	PUNCT
aesr-6169	106	27	et	et	PROPN
aesr-6169	106	28	al	al	PROPN
aesr-6169	106	29	.	.	PUNCT
aesr-6169	107	1	[	[	X
aesr-6169	107	2	9	9	NUM
aesr-6169	107	3	]	]	PUNCT
aesr-6169	107	4	.	.	PUNCT
aesr-6169	108	1	omotoso	omotoso	PROPN
aesr-6169	108	2	and	and	CCONJ
aesr-6169	108	3	omotayo	omotayo	VERB
aesr-6169	108	4	[	[	X
aesr-6169	108	5	16	16	NUM
aesr-6169	108	6	]	]	PUNCT
aesr-6169	108	7	and	and	CCONJ
aesr-6169	108	8	omotayo	omotayo	VERB
aesr-6169	108	9	,	,	PUNCT
aesr-6169	108	10	et	et	PROPN
aesr-6169	108	11	al	al	PROPN
aesr-6169	108	12	.	.	PUNCT
aesr-6169	109	1	[	[	X
aesr-6169	109	2	17	17	NUM
aesr-6169	109	3	]	]	PUNCT
aesr-6169	109	4	found	find	VERB
aesr-6169	109	5	that	that	SCONJ
aesr-6169	109	6	the	the	DET
aesr-6169	109	7	annual	annual	ADJ
aesr-6169	109	8	household	household	NOUN
aesr-6169	109	9	income	income	NOUN
aesr-6169	109	10	,	,	PUNCT
aesr-6169	109	11	per	per	ADP
aesr-6169	109	12	capita	capita	X
aesr-6169	109	13	annual	annual	ADJ
aesr-6169	109	14	household	household	NOUN
aesr-6169	109	15	income	income	NOUN
aesr-6169	109	16	,	,	PUNCT
aesr-6169	109	17	rice	rice	NOUN
aesr-6169	109	18	income	income	NOUN
aesr-6169	109	19	,	,	PUNCT
aesr-6169	109	20	rice	rice	NOUN
aesr-6169	109	21	output	output	NOUN
aesr-6169	109	22	,	,	PUNCT
aesr-6169	109	23	and	and	CCONJ
aesr-6169	109	24	rice	rice	NOUN
aesr-6169	109	25	yield	yield	NOUN
aesr-6169	109	26	of	of	ADP
aesr-6169	109	27	producers	producer	NOUN
aesr-6169	109	28	are	be	AUX
aesr-6169	109	29	significantly	significantly	ADV
aesr-6169	109	30	and	and	CCONJ
aesr-6169	109	31	positively	positively	ADV
aesr-6169	109	32	impacted	impact	VERB
aesr-6169	109	33	by	by	ADP
aesr-6169	109	34	the	the	DET
aesr-6169	109	35	utilization	utilization	NOUN
aesr-6169	109	36	of	of	ADP
aesr-6169	109	37	credit	credit	NOUN
aesr-6169	109	38	in	in	ADP
aesr-6169	109	39	rice	rice	NOUN
aesr-6169	109	40	cultivation	cultivation	NOUN
aesr-6169	109	41	.	.	PUNCT
aesr-6169	110	1	furthermore	furthermore	ADV
aesr-6169	110	2	,	,	PUNCT
aesr-6169	110	3	a	a	DET
aesr-6169	110	4	study	study	NOUN
aesr-6169	110	5	conducted	conduct	VERB
aesr-6169	110	6	by	by	ADP
aesr-6169	110	7	akinola	akinola	PROPN
aesr-6169	110	8	and	and	CCONJ
aesr-6169	110	9	oladejo	oladejo	PROPN
aesr-6169	110	10	[	[	X
aesr-6169	110	11	18	18	NUM
aesr-6169	110	12	]	]	PUNCT
aesr-6169	110	13	highlighted	highlight	VERB
aesr-6169	110	14	that	that	SCONJ
aesr-6169	110	15	direct	direct	ADJ
aesr-6169	110	16	lending	lending	NOUN
aesr-6169	110	17	mechanisms	mechanism	NOUN
aesr-6169	110	18	offered	offer	VERB
aesr-6169	110	19	by	by	ADP
aesr-6169	110	20	boa	boa	PROPN
aesr-6169	110	21	played	play	VERB
aesr-6169	110	22	a	a	DET
aesr-6169	110	23	pivotal	pivotal	ADJ
aesr-6169	110	24	role	role	NOUN
aesr-6169	110	25	in	in	ADP
aesr-6169	110	26	fostering	foster	VERB
aesr-6169	110	27	innovation	innovation	NOUN
aesr-6169	110	28	among	among	ADP
aesr-6169	110	29	agribusinesses	agribusiness	NOUN
aesr-6169	110	30	within	within	ADP
aesr-6169	110	31	the	the	DET
aesr-6169	110	32	region	region	NOUN
aesr-6169	110	33	.	.	PUNCT
aesr-6169	111	1	this	this	PRON
aesr-6169	111	2	was	be	AUX
aesr-6169	111	3	evident	evident	ADJ
aesr-6169	111	4	through	through	ADP
aesr-6169	111	5	investments	investment	NOUN
aesr-6169	111	6	made	make	VERB
aesr-6169	111	7	by	by	ADP
aesr-6169	111	8	farmers	farmer	NOUN
aesr-6169	111	9	towards	towards	ADP
aesr-6169	111	10	modern	modern	ADJ
aesr-6169	111	11	farming	farming	NOUN
aesr-6169	111	12	techniques	technique	NOUN
aesr-6169	111	13	after	after	ADP
aesr-6169	111	14	securing	secure	VERB
aesr-6169	111	15	funds	fund	NOUN
aesr-6169	111	16	from	from	ADP
aesr-6169	111	17	boa	boa	NOUN
aesr-6169	111	18	-	-	PUNCT
aesr-6169	111	19	based	base	VERB
aesr-6169	111	20	credit	credit	NOUN
aesr-6169	111	21	programs	program	NOUN
aesr-6169	111	22	.	.	PUNCT
aesr-6169	112	1	ayegba	ayegba	PROPN
aesr-6169	112	2	and	and	CCONJ
aesr-6169	112	3	ikani	ikani	ADJ
aesr-6169	113	1	[	[	X
aesr-6169	113	2	19	19	NUM
aesr-6169	113	3	]	]	PUNCT
aesr-6169	113	4	revealed	reveal	VERB
aesr-6169	113	5	that	that	SCONJ
aesr-6169	113	6	less	less	ADJ
aesr-6169	113	7	has	have	AUX
aesr-6169	113	8	been	be	AUX
aesr-6169	113	9	done	do	VERB
aesr-6169	113	10	to	to	PART
aesr-6169	113	11	boost	boost	VERB
aesr-6169	113	12	agriculture	agriculture	NOUN
aesr-6169	113	13	by	by	ADP
aesr-6169	113	14	assisting	assist	VERB
aesr-6169	113	15	farmers	farmer	NOUN
aesr-6169	113	16	through	through	ADP
aesr-6169	113	17	sufficient	sufficient	ADJ
aesr-6169	113	18	credit	credit	NOUN
aesr-6169	113	19	.	.	PUNCT
aesr-6169	114	1	on	on	ADP
aesr-6169	114	2	an	an	DET
aesr-6169	114	3	institutional	institutional	ADJ
aesr-6169	114	4	level	level	NOUN
aesr-6169	114	5	,	,	PUNCT
aesr-6169	114	6	omotoso	omotoso	ADV
aesr-6169	114	7	and	and	CCONJ
aesr-6169	114	8	omotayo	omotayo	VERB
aesr-6169	114	9	[	[	PUNCT
aesr-6169	114	10	20	20	NUM
aesr-6169	114	11	]	]	PUNCT
aesr-6169	114	12	noted	note	VERB
aesr-6169	114	13	that	that	SCONJ
aesr-6169	114	14	while	while	SCONJ
aesr-6169	114	15	there	there	PRON
aesr-6169	114	16	were	be	VERB
aesr-6169	114	17	positive	positive	ADJ
aesr-6169	114	18	impacts	impact	NOUN
aesr-6169	114	19	associated	associate	VERB
aesr-6169	114	20	with	with	ADP
aesr-6169	114	21	accessing	access	VERB
aesr-6169	114	22	boa	boa	NOUN
aesr-6169	114	23	loans	loan	NOUN
aesr-6169	114	24	for	for	ADP
aesr-6169	114	25	agriculture	agriculture	NOUN
aesr-6169	114	26	purposes	purpose	NOUN
aesr-6169	114	27	including	include	VERB
aesr-6169	114	28	improved	improved	ADJ
aesr-6169	114	29	infrastructure	infrastructure	NOUN
aesr-6169	114	30	and	and	CCONJ
aesr-6169	114	31	technology	technology	NOUN
aesr-6169	114	32	adoption	adoption	NOUN
aesr-6169	114	33	challenges	challenge	NOUN
aesr-6169	114	34	related	relate	VERB
aesr-6169	114	35	to	to	ADP
aesr-6169	114	36	loan	loan	NOUN
aesr-6169	114	37	accessibility	accessibility	NOUN
aesr-6169	114	38	processes	process	NOUN
aesr-6169	114	39	hindered	hinder	VERB
aesr-6169	114	40	broader	broad	ADJ
aesr-6169	114	41	participation	participation	NOUN
aesr-6169	114	42	among	among	ADP
aesr-6169	114	43	small	small	ADJ
aesr-6169	114	44	-	-	PUNCT
aesr-6169	114	45	scale	scale	NOUN
aesr-6169	114	46	farmers	farmer	NOUN
aesr-6169	114	47	.	.	PUNCT
aesr-6169	115	1	2.2	2.2	NUM
aesr-6169	115	2	.	.	PUNCT
aesr-6169	115	3	theoretical	theoretical	ADJ
aesr-6169	115	4	framework	framework	NOUN
aesr-6169	115	5	2.2.1	2.2.1	NUM
aesr-6169	115	6	.	.	PUNCT
aesr-6169	115	7	theory	theory	NOUN
aesr-6169	115	8	of	of	ADP
aesr-6169	115	9	impact	impact	NOUN
aesr-6169	115	10	evaluation	evaluation	NOUN
aesr-6169	115	11	according	accord	VERB
aesr-6169	115	12	to	to	ADP
aesr-6169	115	13	the	the	DET
aesr-6169	115	14	world	world	NOUN
aesr-6169	115	15	bank	bank	PROPN
aesr-6169	116	1	[	[	X
aesr-6169	116	2	21	21	NUM
aesr-6169	116	3	]	]	PUNCT
aesr-6169	116	4	impact	impact	NOUN
aesr-6169	116	5	assessment	assessment	NOUN
aesr-6169	116	6	assesses	assess	VERB
aesr-6169	116	7	the	the	DET
aesr-6169	116	8	intended	intended	ADJ
aesr-6169	116	9	and	and	CCONJ
aesr-6169	116	10	,	,	PUNCT
aesr-6169	116	11	preferably	preferably	ADV
aesr-6169	116	12	,	,	PUNCT
aesr-6169	116	13	unforeseen	unforeseen	ADJ
aesr-6169	116	14	consequences	consequence	NOUN
aesr-6169	116	15	of	of	ADP
aesr-6169	116	16	a	a	DET
aesr-6169	116	17	particular	particular	ADJ
aesr-6169	116	18	intervention	intervention	NOUN
aesr-6169	116	19	.	.	PUNCT
aesr-6169	117	1	impact	impact	NOUN
aesr-6169	117	2	evaluation	evaluation	NOUN
aesr-6169	117	3	differs	differ	VERB
aesr-6169	117	4	from	from	ADP
aesr-6169	117	5	outcome	outcome	NOUN
aesr-6169	117	6	monitoring	monitoring	NOUN
aesr-6169	117	7	,	,	PUNCT
aesr-6169	117	8	which	which	PRON
aesr-6169	117	9	focusses	focusse	VERB
aesr-6169	117	10	on	on	ADP
aesr-6169	117	11	the	the	DET
aesr-6169	117	12	achievement	achievement	NOUN
aesr-6169	117	13	of	of	ADP
aesr-6169	117	14	objectives	objective	NOUN
aesr-6169	117	15	.	.	PUNCT
aesr-6169	118	1	it	it	PRON
aesr-6169	118	2	seeks	seek	VERB
aesr-6169	118	3	to	to	PART
aesr-6169	118	4	determine	determine	VERB
aesr-6169	118	5	how	how	SCONJ
aesr-6169	118	6	participants	participant	NOUN
aesr-6169	118	7	'	'	PART
aesr-6169	118	8	well	well	ADV
aesr-6169	118	9	-	-	PUNCT
aesr-6169	118	10	being	be	AUX
aesr-6169	118	11	changed	change	VERB
aesr-6169	118	12	in	in	ADP
aesr-6169	118	13	the	the	DET
aesr-6169	118	14	absence	absence	NOUN
aesr-6169	118	15	of	of	ADP
aesr-6169	118	16	the	the	DET
aesr-6169	118	17	intervention	intervention	NOUN
aesr-6169	118	18	.	.	PUNCT
aesr-6169	119	1	this	this	PRON
aesr-6169	119	2	entails	entail	VERB
aesr-6169	119	3	counterfactual	counterfactual	ADJ
aesr-6169	119	4	analysis	analysis	NOUN
aesr-6169	119	5	,	,	PUNCT
aesr-6169	119	6	which	which	PRON
aesr-6169	119	7	is	be	AUX
aesr-6169	119	8	defined	define	VERB
aesr-6169	119	9	as	as	ADP
aesr-6169	119	10	"	"	PUNCT
aesr-6169	119	11	a	a	DET
aesr-6169	119	12	comparison	comparison	NOUN
aesr-6169	119	13	between	between	ADP
aesr-6169	119	14	the	the	DET
aesr-6169	119	15	actual	actual	ADJ
aesr-6169	119	16	events	event	NOUN
aesr-6169	119	17	and	and	CCONJ
aesr-6169	119	18	the	the	DET
aesr-6169	119	19	events	event	NOUN
aesr-6169	119	20	that	that	PRON
aesr-6169	119	21	would	would	AUX
aesr-6169	119	22	have	have	AUX
aesr-6169	119	23	occurred	occur	VERB
aesr-6169	119	24	in	in	ADP
aesr-6169	119	25	the	the	DET
aesr-6169	119	26	absence	absence	NOUN
aesr-6169	119	27	of	of	ADP
aesr-6169	119	28	the	the	DET
aesr-6169	119	29	intervention	intervention	NOUN
aesr-6169	119	30	"	"	PUNCT
aesr-6169	120	1	[	[	X
aesr-6169	120	2	22	22	NUM
aesr-6169	120	3	]	]	PUNCT
aesr-6169	120	4	.	.	PUNCT
aesr-6169	121	1	impact	impact	NOUN
aesr-6169	121	2	evaluations	evaluation	NOUN
aesr-6169	121	3	aim	aim	VERB
aesr-6169	121	4	to	to	PART
aesr-6169	121	5	address	address	VERB
aesr-6169	121	6	cause	cause	VERB
aesr-6169	121	7	-	-	PUNCT
aesr-6169	121	8	and	and	CCONJ
aesr-6169	121	9	-	-	PUNCT
aesr-6169	121	10	effect	effect	NOUN
aesr-6169	121	11	enquiries	enquiry	NOUN
aesr-6169	121	12	.	.	PUNCT
aesr-6169	122	1	they	they	PRON
aesr-6169	122	2	seek	seek	VERB
aesr-6169	122	3	to	to	PART
aesr-6169	122	4	identify	identify	VERB
aesr-6169	122	5	outcome	outcome	NOUN
aesr-6169	122	6	changes	change	NOUN
aesr-6169	122	7	that	that	PRON
aesr-6169	122	8	can	can	AUX
aesr-6169	122	9	be	be	AUX
aesr-6169	122	10	directly	directly	ADV
aesr-6169	122	11	linked	link	VERB
aesr-6169	122	12	to	to	ADP
aesr-6169	122	13	a	a	DET
aesr-6169	122	14	program	program	NOUN
aesr-6169	122	15	[	[	X
aesr-6169	122	16	23	23	NUM
aesr-6169	122	17	]	]	PUNCT
aesr-6169	122	18	.	.	PUNCT
aesr-6169	123	1	impact	impact	NOUN
aesr-6169	123	2	evaluation	evaluation	NOUN
aesr-6169	123	3	assists	assist	NOUN
aesr-6169	123	4	in	in	ADP
aesr-6169	123	5	addressing	address	VERB
aesr-6169	123	6	critical	critical	ADJ
aesr-6169	123	7	enquiries	enquiry	NOUN
aesr-6169	123	8	essential	essential	ADJ
aesr-6169	123	9	for	for	ADP
aesr-6169	123	10	evidence	evidence	NOUN
aesr-6169	123	11	-	-	PUNCT
aesr-6169	123	12	based	base	VERB
aesr-6169	123	13	policymaking	policymaking	NOUN
aesr-6169	123	14	:	:	PUNCT
aesr-6169	123	15	what	what	PRON
aesr-6169	123	16	is	be	AUX
aesr-6169	123	17	effective	effective	ADJ
aesr-6169	123	18	,	,	PUNCT
aesr-6169	123	19	what	what	PRON
aesr-6169	123	20	is	be	AUX
aesr-6169	123	21	ineffective	ineffective	ADJ
aesr-6169	123	22	,	,	PUNCT
aesr-6169	123	23	the	the	DET
aesr-6169	123	24	context	context	NOUN
aesr-6169	123	25	,	,	PUNCT
aesr-6169	123	26	the	the	DET
aesr-6169	123	27	reasons	reason	NOUN
aesr-6169	123	28	,	,	PUNCT
aesr-6169	123	29	and	and	CCONJ
aesr-6169	123	30	the	the	DET
aesr-6169	123	31	associated	associated	ADJ
aesr-6169	123	32	costs	cost	NOUN
aesr-6169	123	33	.	.	PUNCT
aesr-6169	124	1	there	there	PRON
aesr-6169	124	2	has	have	AUX
aesr-6169	124	3	been	be	AUX
aesr-6169	124	4	a	a	DET
aesr-6169	124	5	growing	grow	VERB
aesr-6169	124	6	focus	focus	NOUN
aesr-6169	124	7	on	on	ADP
aesr-6169	124	8	this	this	DET
aesr-6169	124	9	issue	issue	NOUN
aesr-6169	124	10	in	in	ADP
aesr-6169	124	11	policy	policy	NOUN
aesr-6169	124	12	-	-	PUNCT
aesr-6169	124	13	making	making	NOUN
aesr-6169	124	14	across	across	ADP
aesr-6169	124	15	western	western	ADJ
aesr-6169	124	16	and	and	CCONJ
aesr-6169	124	17	developing	develop	VERB
aesr-6169	124	18	countries	country	NOUN
aesr-6169	124	19	[	[	X
aesr-6169	124	20	24	24	NUM
aesr-6169	124	21	]	]	PUNCT
aesr-6169	124	22	.	.	PUNCT
aesr-6169	125	1	this	this	DET
aesr-6169	125	2	component	component	NOUN
aesr-6169	125	3	is	be	AUX
aesr-6169	125	4	crucial	crucial	ADJ
aesr-6169	125	5	in	in	ADP
aesr-6169	125	6	the	the	DET
aesr-6169	125	7	evaluation	evaluation	NOUN
aesr-6169	125	8	toolkit	toolkit	NOUN
aesr-6169	125	9	and	and	CCONJ
aesr-6169	125	10	essential	essential	ADJ
aesr-6169	125	11	for	for	ADP
aesr-6169	125	12	global	global	ADJ
aesr-6169	125	13	initiatives	initiative	NOUN
aesr-6169	125	14	to	to	PART
aesr-6169	125	15	enhance	enhance	VERB
aesr-6169	125	16	aid	aid	NOUN
aesr-6169	125	17	delivery	delivery	NOUN
aesr-6169	125	18	's	's	PART
aesr-6169	125	19	effectiveness	effectiveness	NOUN
aesr-6169	125	20	and	and	CCONJ
aesr-6169	125	21	public	public	ADJ
aesr-6169	125	22	expenditure	expenditure	NOUN
aesr-6169	125	23	,	,	PUNCT
aesr-6169	125	24	ultimately	ultimately	ADV
aesr-6169	125	25	contributing	contribute	VERB
aesr-6169	125	26	to	to	ADP
aesr-6169	125	27	improved	improve	VERB
aesr-6169	125	28	living	living	NOUN
aesr-6169	125	29	standards	standard	NOUN
aesr-6169	125	30	[	[	X
aesr-6169	125	31	25	25	NUM
aesr-6169	125	32	]	]	PUNCT
aesr-6169	125	33	.	.	PUNCT
aesr-6169	126	1	since	since	SCONJ
aesr-6169	126	2	it	it	PRON
aesr-6169	126	3	is	be	AUX
aesr-6169	126	4	impossible	impossible	ADJ
aesr-6169	126	5	to	to	PART
aesr-6169	126	6	see	see	VERB
aesr-6169	126	7	program	program	NOUN
aesr-6169	126	8	participants	participant	NOUN
aesr-6169	126	9	'	'	PART
aesr-6169	126	10	outcomes	outcome	NOUN
aesr-6169	126	11	if	if	SCONJ
aesr-6169	126	12	they	they	PRON
aesr-6169	126	13	were	be	AUX
aesr-6169	126	14	not	not	PART
aesr-6169	126	15	beneficiaries	beneficiary	NOUN
aesr-6169	126	16	,	,	PUNCT
aesr-6169	126	17	an	an	DET
aesr-6169	126	18	impact	impact	NOUN
aesr-6169	126	19	evaluation	evaluation	NOUN
aesr-6169	126	20	is	be	AUX
aesr-6169	126	21	fundamentally	fundamentally	ADV
aesr-6169	126	22	an	an	DET
aesr-6169	126	23	issue	issue	NOUN
aesr-6169	126	24	of	of	ADP
aesr-6169	126	25	missing	miss	VERB
aesr-6169	126	26	data	datum	NOUN
aesr-6169	126	27	.	.	PUNCT
aesr-6169	127	1	in	in	ADP
aesr-6169	127	2	the	the	DET
aesr-6169	127	3	absence	absence	NOUN
aesr-6169	127	4	of	of	ADP
aesr-6169	127	5	counterfactual	counterfactual	ADJ
aesr-6169	127	6	data	datum	NOUN
aesr-6169	127	7	,	,	PUNCT
aesr-6169	127	8	the	the	DET
aesr-6169	127	9	most	most	ADV
aesr-6169	127	10	viable	viable	ADJ
aesr-6169	127	11	alternative	alternative	NOUN
aesr-6169	127	12	is	be	AUX
aesr-6169	127	13	to	to	PART
aesr-6169	127	14	assess	assess	VERB
aesr-6169	127	15	the	the	DET
aesr-6169	127	16	outcomes	outcome	NOUN
aesr-6169	127	17	of	of	ADP
aesr-6169	127	18	treated	treat	VERB
aesr-6169	127	19	individuals	individual	NOUN
aesr-6169	127	20	or	or	CCONJ
aesr-6169	127	21	households	household	NOUN
aesr-6169	127	22	against	against	ADP
aesr-6169	127	23	those	those	PRON
aesr-6169	127	24	of	of	ADP
aesr-6169	127	25	a	a	DET
aesr-6169	127	26	non	non	ADJ
aesr-6169	127	27	-	-	ADJ
aesr-6169	127	28	treated	treat	VERB
aesr-6169	127	29	comparison	comparison	NOUN
aesr-6169	127	30	group	group	NOUN
aesr-6169	127	31	.	.	PUNCT
aesr-6169	128	1	in	in	ADP
aesr-6169	128	2	this	this	DET
aesr-6169	128	3	process	process	NOUN
aesr-6169	128	4	,	,	PUNCT
aesr-6169	128	5	a	a	DET
aesr-6169	128	6	comparison	comparison	NOUN
aesr-6169	128	7	group	group	NOUN
aesr-6169	128	8	is	be	AUX
aesr-6169	128	9	selected	select	VERB
aesr-6169	128	10	that	that	SCONJ
aesr-6169	128	11	closely	closely	ADV
aesr-6169	128	12	resembles	resemble	VERB
aesr-6169	128	13	the	the	DET
aesr-6169	128	14	treated	treat	VERB
aesr-6169	128	15	group	group	NOUN
aesr-6169	128	16	,	,	PUNCT
aesr-6169	128	17	ensuring	ensure	VERB
aesr-6169	128	18	that	that	SCONJ
aesr-6169	128	19	individuals	individual	NOUN
aesr-6169	128	20	receiving	receive	VERB
aesr-6169	128	21	treatment	treatment	NOUN
aesr-6169	128	22	would	would	AUX
aesr-6169	128	23	have	have	AUX
aesr-6169	128	24	experienced	experience	VERB
aesr-6169	128	25	outcomes	outcome	NOUN
aesr-6169	128	26	akin	akin	ADJ
aesr-6169	128	27	to	to	ADP
aesr-6169	128	28	those	those	PRON
aesr-6169	128	29	in	in	ADP
aesr-6169	128	30	the	the	DET
aesr-6169	128	31	comparison	comparison	NOUN
aesr-6169	128	32	group	group	NOUN
aesr-6169	128	33	had	have	VERB
aesr-6169	128	34	treatment	treatment	NOUN
aesr-6169	128	35	not	not	PART
aesr-6169	128	36	been	be	AUX
aesr-6169	128	37	administered	administer	VERB
aesr-6169	128	38	.	.	PUNCT
aesr-6169	129	1	effective	effective	ADJ
aesr-6169	129	2	impact	impact	NOUN
aesr-6169	129	3	evaluations	evaluation	NOUN
aesr-6169	129	4	depend	depend	VERB
aesr-6169	129	5	on	on	ADP
aesr-6169	129	6	identifying	identify	VERB
aesr-6169	129	7	an	an	DET
aesr-6169	129	8	appropriate	appropriate	ADJ
aesr-6169	129	9	comparison	comparison	NOUN
aesr-6169	129	10	group	group	NOUN
aesr-6169	129	11	[	[	X
aesr-6169	129	12	26	26	NUM
aesr-6169	129	13	]	]	PUNCT
aesr-6169	129	14	.	.	PUNCT
aesr-6169	130	1	researchers	researcher	NOUN
aesr-6169	130	2	employ	employ	VERB
aesr-6169	130	3	two	two	NUM
aesr-6169	130	4	primary	primary	ADJ
aesr-6169	130	5	approaches	approach	NOUN
aesr-6169	130	6	to	to	PART
aesr-6169	130	7	replicate	replicate	VERB
aesr-6169	130	8	the	the	DET
aesr-6169	130	9	counterfactual	counterfactual	NOUN
aesr-6169	130	10	of	of	ADP
aesr-6169	130	11	a	a	DET
aesr-6169	130	12	treated	treat	VERB
aesr-6169	130	13	group	group	NOUN
aesr-6169	130	14	:	:	PUNCT
aesr-6169	130	15	(	(	PUNCT
aesr-6169	130	16	a	a	X
aesr-6169	130	17	)	)	PUNCT
aesr-6169	130	18	establishing	establish	VERB
aesr-6169	130	19	a	a	DET
aesr-6169	130	20	comparator	comparator	NOUN
aesr-6169	130	21	group	group	NOUN
aesr-6169	130	22	via	via	ADP
aesr-6169	130	23	a	a	DET
aesr-6169	130	24	statistical	statistical	ADJ
aesr-6169	130	25	design	design	NOUN
aesr-6169	130	26	,	,	PUNCT
aesr-6169	130	27	or	or	CCONJ
aesr-6169	130	28	(	(	PUNCT
aesr-6169	130	29	b	b	X
aesr-6169	130	30	)	)	PUNCT
aesr-6169	130	31	adjusting	adjust	VERB
aesr-6169	130	32	the	the	DET
aesr-6169	130	33	program	program	NOUN
aesr-6169	130	34	's	's	PART
aesr-6169	130	35	targeting	target	VERB
aesr-6169	130	36	strategy	strategy	NOUN
aesr-6169	130	37	to	to	PART
aesr-6169	130	38	eliminate	eliminate	VERB
aesr-6169	130	39	pre	pre	ADJ
aesr-6169	130	40	-	-	ADJ
aesr-6169	130	41	existing	exist	VERB
aesr-6169	130	42	differences	difference	NOUN
aesr-6169	130	43	between	between	ADP
aesr-6169	130	44	the	the	DET
aesr-6169	130	45	treated	treat	VERB
aesr-6169	130	46	and	and	CCONJ
aesr-6169	130	47	non	non	ADJ
aesr-6169	130	48	-	-	ADJ
aesr-6169	130	49	treated	treat	VERB
aesr-6169	130	50	groups	group	NOUN
aesr-6169	130	51	prior	prior	ADV
aesr-6169	130	52	to	to	ADP
aesr-6169	130	53	outcome	outcome	NOUN
aesr-6169	130	54	comparison	comparison	NOUN
aesr-6169	130	55	.	.	PUNCT
aesr-6169	131	1	the	the	DET
aesr-6169	131	2	equation	equation	NOUN
aesr-6169	131	3	below	below	ADV
aesr-6169	131	4	illustrates	illustrate	VERB
aesr-6169	131	5	the	the	DET
aesr-6169	131	6	fundamental	fundamental	ADJ
aesr-6169	131	7	evaluation	evaluation	NOUN
aesr-6169	131	8	problem	problem	NOUN
aesr-6169	131	9	by	by	ADP
aesr-6169	131	10	comparing	compare	VERB
aesr-6169	131	11	outcomes	outcome	NOUN
aesr-6169	131	12	y	y	PROPN
aesr-6169	131	13	between	between	ADP
aesr-6169	131	14	treated	treat	VERB
aesr-6169	131	15	and	and	CCONJ
aesr-6169	131	16	nontreated	nontreate	VERB
aesr-6169	131	17	individuals	individual	NOUN
aesr-6169	131	18	i	i	PRON
aesr-6169	131	19	:	:	PUNCT
aesr-6169	131	20	𝑌𝑖	𝑌𝑖	PROPN
aesr-6169	131	21	=	=	PUNCT
aesr-6169	131	22	𝛼𝑋𝑖	𝛼𝑋𝑖	NOUN
aesr-6169	131	23	+	+	CCONJ
aesr-6169	131	24	𝛽𝑇𝑖	𝛽𝑇𝑖	NOUN
aesr-6169	131	25	+	+	CCONJ
aesr-6169	131	26	𝜀𝑖	𝜀𝑖	PROPN
aesr-6169	131	27	(	(	PUNCT
aesr-6169	131	28	1	1	NUM
aesr-6169	131	29	)	)	PUNCT
aesr-6169	131	30	where	where	SCONJ
aesr-6169	131	31	t	t	PROPN
aesr-6169	131	32	is	be	AUX
aesr-6169	131	33	a	a	DET
aesr-6169	131	34	dummy	dummy	ADJ
aesr-6169	131	35	equal	equal	ADJ
aesr-6169	131	36	to	to	ADP
aesr-6169	131	37	1	1	NUM
aesr-6169	131	38	for	for	ADP
aesr-6169	131	39	those	those	PRON
aesr-6169	131	40	who	who	PRON
aesr-6169	131	41	participate	participate	VERB
aesr-6169	131	42	and	and	CCONJ
aesr-6169	131	43	0	0	NUM
aesr-6169	131	44	for	for	ADP
aesr-6169	131	45	those	those	PRON
aesr-6169	131	46	who	who	PRON
aesr-6169	131	47	do	do	VERB
aesr-6169	131	48	not	not	PART
aesr-6169	131	49	.	.	PUNCT
aesr-6169	132	1	x	x	PUNCT
aesr-6169	132	2	is	be	AUX
aesr-6169	132	3	a	a	DET
aesr-6169	132	4	collection	collection	NOUN
aesr-6169	132	5	of	of	ADP
aesr-6169	132	6	additional	additional	ADJ
aesr-6169	132	7	noted	note	VERB
aesr-6169	132	8	traits	trait	NOUN
aesr-6169	132	9	of	of	ADP
aesr-6169	132	10	the	the	DET
aesr-6169	132	11	person	person	NOUN
aesr-6169	132	12	and	and	CCONJ
aesr-6169	132	13	maybe	maybe	ADV
aesr-6169	132	14	of	of	ADP
aesr-6169	132	15	his	his	PRON
aesr-6169	132	16	or	or	CCONJ
aesr-6169	132	17	her	her	PRON
aesr-6169	132	18	home	home	NOUN
aesr-6169	132	19	and	and	CCONJ
aesr-6169	132	20	local	local	ADJ
aesr-6169	132	21	surroundings	surrounding	NOUN
aesr-6169	132	22	.	.	PUNCT
aesr-6169	133	1	at	at	ADP
aesr-6169	133	2	last	last	ADV
aesr-6169	133	3	,	,	PUNCT
aesr-6169	133	4	ε	ε	PROPN
aesr-6169	133	5	is	be	AUX
aesr-6169	133	6	an	an	DET
aesr-6169	133	7	error	error	NOUN
aesr-6169	133	8	term	term	NOUN
aesr-6169	133	9	indicating	indicate	VERB
aesr-6169	133	10	latent	latent	NOUN
aesr-6169	133	11	traits	trait	NOUN
aesr-6169	133	12	influencing	influence	VERB
aesr-6169	133	13	y	y	PROPN
aesr-6169	133	14	as	as	ADV
aesr-6169	133	15	well	well	ADV
aesr-6169	133	16	.	.	PUNCT
aesr-6169	134	1	the	the	DET
aesr-6169	134	2	equation	equation	NOUN
aesr-6169	134	3	shows	show	VERB
aesr-6169	134	4	a	a	DET
aesr-6169	134	5	method	method	NOUN
aesr-6169	134	6	often	often	ADV
aesr-6169	134	7	employed	employ	VERB
aesr-6169	134	8	in	in	ADP
aesr-6169	134	9	impact	impact	NOUN
aesr-6169	134	10	assessments	assessment	NOUN
aesr-6169	134	11	—	—	PUNCT
aesr-6169	134	12	that	that	PRON
aesr-6169	134	13	of	of	ADP
aesr-6169	134	14	agriculture	agriculture	NOUN
aesr-6169	134	15	and	and	CCONJ
aesr-6169	134	16	food	food	NOUN
aesr-6169	134	17	sciences	sciences	PROPN
aesr-6169	134	18	research	research	NOUN
aesr-6169	134	19	,	,	PUNCT
aesr-6169	134	20	2024	2024	NUM
aesr-6169	134	21	,	,	PUNCT
aesr-6169	134	22	11(2	11(2	NUM
aesr-6169	134	23	):	):	PUNCT
aesr-6169	134	24	87	87	NUM
aesr-6169	134	25	-	-	SYM
aesr-6169	134	26	95	95	NUM
aesr-6169	134	27	90	90	NUM
aesr-6169	134	28	©	©	PROPN
aesr-6169	134	29	2024by	2024by	NOUN
aesr-6169	134	30	the	the	DET
aesr-6169	134	31	authors	author	NOUN
aesr-6169	134	32	;	;	PUNCT
aesr-6169	134	33	licensee	licensee	PROPN
aesr-6169	134	34	asian	asian	ADJ
aesr-6169	134	35	online	online	PROPN
aesr-6169	134	36	journal	journal	PROPN
aesr-6169	134	37	publishing	publishing	NOUN
aesr-6169	134	38	group	group	NOUN
aesr-6169	134	39	gauging	gauge	VERB
aesr-6169	134	40	the	the	DET
aesr-6169	134	41	direct	direct	ADJ
aesr-6169	134	42	influence	influence	NOUN
aesr-6169	134	43	of	of	ADP
aesr-6169	134	44	the	the	DET
aesr-6169	134	45	program	program	NOUN
aesr-6169	134	46	“	"	PUNCT
aesr-6169	134	47	t	t	PROPN
aesr-6169	134	48	”	"	PUNCT
aesr-6169	134	49	on	on	ADP
aesr-6169	134	50	results	result	NOUN
aesr-6169	134	51	y.	y.	NOUN
aesr-6169	134	52	changes	change	NOUN
aesr-6169	134	53	in	in	ADP
aesr-6169	134	54	pricing	pricing	NOUN
aesr-6169	134	55	within	within	ADP
aesr-6169	134	56	program	program	NOUN
aesr-6169	134	57	regions	region	NOUN
aesr-6169	134	58	might	might	AUX
aesr-6169	134	59	potentially	potentially	ADV
aesr-6169	134	60	be	be	AUX
aesr-6169	134	61	of	of	ADP
aesr-6169	134	62	importance	importance	NOUN
aesr-6169	134	63	as	as	ADP
aesr-6169	134	64	indirect	indirect	ADJ
aesr-6169	134	65	impacts	impact	NOUN
aesr-6169	134	66	of	of	ADP
aesr-6169	134	67	the	the	DET
aesr-6169	134	68	program	program	NOUN
aesr-6169	134	69	—	—	PUNCT
aesr-6169	134	70	that	that	ADV
aesr-6169	134	71	is	is	ADV
aesr-6169	134	72	,	,	PUNCT
aesr-6169	134	73	those	those	PRON
aesr-6169	134	74	unrelated	unrelated	ADJ
aesr-6169	134	75	to	to	ADP
aesr-6169	134	76	participation	participation	NOUN
aesr-6169	134	77	.	.	PUNCT
aesr-6169	135	1	the	the	DET
aesr-6169	135	2	problem	problem	NOUN
aesr-6169	135	3	with	with	ADP
aesr-6169	135	4	estimating	estimate	VERB
aesr-6169	135	5	equation	equation	NOUN
aesr-6169	135	6	(	(	PUNCT
aesr-6169	135	7	𝑌𝑖	𝑌𝑖	NOUN
aesr-6169	135	8	=	=	PUNCT
aesr-6169	135	9	𝛼𝑋𝑖	𝛼𝑋𝑖	NOUN
aesr-6169	135	10	+	+	CCONJ
aesr-6169	135	11	𝛽𝑇𝑖	𝛽𝑇𝑖	NOUN
aesr-6169	135	12	+	+	CCONJ
aesr-6169	135	13	𝜀𝑖	𝜀𝑖	NOUN
aesr-6169	135	14	)	)	PUNCT
aesr-6169	135	15	is	be	AUX
aesr-6169	135	16	that	that	SCONJ
aesr-6169	135	17	because	because	SCONJ
aesr-6169	135	18	of	of	ADP
aesr-6169	135	19	these	these	DET
aesr-6169	135	20	elements	element	NOUN
aesr-6169	135	21	—	—	PUNCT
aesr-6169	135	22	a	a	DET
aesr-6169	135	23	deliberate	deliberate	ADJ
aesr-6169	135	24	program	program	NOUN
aesr-6169	135	25	placement	placement	NOUN
aesr-6169	135	26	and	and	CCONJ
aesr-6169	135	27	self	self	NOUN
aesr-6169	135	28	-	-	PUNCT
aesr-6169	135	29	selection	selection	NOUN
aesr-6169	135	30	within	within	ADP
aesr-6169	135	31	the	the	DET
aesr-6169	135	32	program	program	NOUN
aesr-6169	135	33	—	—	PUNCT
aesr-6169	135	34	treatment	treatment	NOUN
aesr-6169	135	35	assignment	assignment	NOUN
aesr-6169	135	36	is	be	AUX
aesr-6169	135	37	not	not	PART
aesr-6169	135	38	usually	usually	ADV
aesr-6169	135	39	random	random	ADJ
aesr-6169	135	40	.	.	PUNCT
aesr-6169	136	1	programs	program	NOUN
aesr-6169	136	2	are	be	AUX
aesr-6169	136	3	therefore	therefore	ADV
aesr-6169	136	4	positioned	position	VERB
aesr-6169	136	5	in	in	ADP
aesr-6169	136	6	line	line	NOUN
aesr-6169	136	7	with	with	ADP
aesr-6169	136	8	the	the	DET
aesr-6169	136	9	needs	need	NOUN
aesr-6169	136	10	of	of	ADP
aesr-6169	136	11	the	the	DET
aesr-6169	136	12	communities	community	NOUN
aesr-6169	136	13	and	and	CCONJ
aesr-6169	136	14	people	people	NOUN
aesr-6169	136	15	,	,	PUNCT
aesr-6169	136	16	who	who	PRON
aesr-6169	136	17	then	then	ADV
aesr-6169	136	18	self	self	NOUN
aesr-6169	136	19	-	-	PUNCT
aesr-6169	136	20	select	select	ADJ
aesr-6169	136	21	depending	depend	VERB
aesr-6169	136	22	on	on	ADP
aesr-6169	136	23	program	program	NOUN
aesr-6169	136	24	design	design	NOUN
aesr-6169	136	25	and	and	CCONJ
aesr-6169	136	26	location	location	NOUN
aesr-6169	136	27	.	.	PUNCT
aesr-6169	137	1	one	one	PRON
aesr-6169	137	2	might	might	AUX
aesr-6169	137	3	base	base	VERB
aesr-6169	137	4	self	self	NOUN
aesr-6169	137	5	-	-	PUNCT
aesr-6169	137	6	selection	selection	NOUN
aesr-6169	137	7	on	on	ADP
aesr-6169	137	8	observable	observable	ADJ
aesr-6169	137	9	traits	trait	NOUN
aesr-6169	137	10	,	,	PUNCT
aesr-6169	137	11	unseen	unseen	ADJ
aesr-6169	137	12	elements	element	NOUN
aesr-6169	137	13	,	,	PUNCT
aesr-6169	137	14	or	or	CCONJ
aesr-6169	137	15	both	both	PRON
aesr-6169	137	16	.	.	PUNCT
aesr-6169	138	1	regarding	regard	VERB
aesr-6169	138	2	unobserved	unobserved	ADJ
aesr-6169	138	3	components	component	NOUN
aesr-6169	138	4	,	,	PUNCT
aesr-6169	138	5	the	the	DET
aesr-6169	138	6	estimating	estimate	VERB
aesr-6169	138	7	equation	equation	NOUN
aesr-6169	138	8	's	's	PART
aesr-6169	138	9	error	error	NOUN
aesr-6169	138	10	term	term	NOUN
aesr-6169	138	11	will	will	AUX
aesr-6169	138	12	include	include	VERB
aesr-6169	138	13	variables	variable	NOUN
aesr-6169	138	14	likewise	likewise	ADV
aesr-6169	138	15	linked	link	VERB
aesr-6169	138	16	with	with	ADP
aesr-6169	138	17	the	the	DET
aesr-6169	138	18	treatment	treatment	NOUN
aesr-6169	138	19	dummy	dummy	NOUN
aesr-6169	138	20	t.	t.	NOUN
aesr-6169	138	21	one	one	NUM
aesr-6169	138	22	can	can	AUX
aesr-6169	138	23	not	not	PART
aesr-6169	138	24	quantify	quantify	VERB
aesr-6169	138	25	and	and	CCONJ
aesr-6169	138	26	hence	hence	ADV
aesr-6169	138	27	explain	explain	VERB
aesr-6169	138	28	these	these	DET
aesr-6169	138	29	unseen	unseen	ADJ
aesr-6169	138	30	properties	property	NOUN
aesr-6169	138	31	in	in	ADP
aesr-6169	138	32	the	the	DET
aesr-6169	138	33	equation	equation	NOUN
aesr-6169	138	34	above	above	ADV
aesr-6169	138	35	,	,	PUNCT
aesr-6169	138	36	thereby	thereby	ADV
aesr-6169	138	37	generating	generate	VERB
aesr-6169	138	38	unobserved	unobserved	ADJ
aesr-6169	138	39	selection	selection	NOUN
aesr-6169	138	40	bias	bias	NOUN
aesr-6169	138	41	.	.	PUNCT
aesr-6169	139	1	that	that	PRON
aesr-6169	139	2	is	be	AUX
aesr-6169	139	3	,	,	PUNCT
aesr-6169	139	4	cov	cov	PROPN
aesr-6169	139	5	(	(	PUNCT
aesr-6169	139	6	t	t	PROPN
aesr-6169	139	7	,	,	PUNCT
aesr-6169	139	8	ε	ε	PROPN
aesr-6169	139	9	)	)	PUNCT
aesr-6169	139	10	≠	≠	PROPN
aesr-6169	139	11	0	0	NUM
aesr-6169	139	12	indicates	indicate	VERB
aesr-6169	139	13	the	the	DET
aesr-6169	139	14	failure	failure	NOUN
aesr-6169	139	15	of	of	ADP
aesr-6169	139	16	one	one	NUM
aesr-6169	139	17	of	of	ADP
aesr-6169	139	18	the	the	DET
aesr-6169	139	19	main	main	ADJ
aesr-6169	139	20	assumptions	assumption	NOUN
aesr-6169	139	21	of	of	ADP
aesr-6169	139	22	ordinary	ordinary	ADJ
aesr-6169	139	23	least	least	ADJ
aesr-6169	139	24	squares	square	NOUN
aesr-6169	139	25	in	in	ADP
aesr-6169	139	26	acquiring	acquire	VERB
aesr-6169	139	27	unbiased	unbiased	ADJ
aesr-6169	139	28	estimates	estimate	NOUN
aesr-6169	139	29	:	:	PUNCT
aesr-6169	139	30	independence	independence	NOUN
aesr-6169	139	31	of	of	ADP
aesr-6169	139	32	regressors	regressor	NOUN
aesr-6169	139	33	from	from	ADP
aesr-6169	139	34	the	the	DET
aesr-6169	139	35	disturbance	disturbance	NOUN
aesr-6169	139	36	factor	factor	NOUN
aesr-6169	139	37	λ	λ	PROPN
aesr-6169	139	38	.	.	PUNCT
aesr-6169	139	39	naturally	naturally	ADV
aesr-6169	139	40	,	,	PUNCT
aesr-6169	139	41	the	the	DET
aesr-6169	139	42	correlation	correlation	NOUN
aesr-6169	139	43	between	between	ADP
aesr-6169	139	44	t	t	PROPN
aesr-6169	139	45	and	and	CCONJ
aesr-6169	139	46	ε	ε	PROPN
aesr-6169	139	47	biassed	bias	VERB
aesr-6169	139	48	the	the	DET
aesr-6169	139	49	other	other	ADJ
aesr-6169	139	50	estimates	estimate	NOUN
aesr-6169	139	51	in	in	ADP
aesr-6169	139	52	the	the	DET
aesr-6169	139	53	equation	equation	NOUN
aesr-6169	139	54	,	,	PUNCT
aesr-6169	139	55	including	include	VERB
aesr-6169	139	56	the	the	DET
aesr-6169	139	57	estimate	estimate	NOUN
aesr-6169	139	58	of	of	ADP
aesr-6169	139	59	the	the	DET
aesr-6169	139	60	program	program	NOUN
aesr-6169	139	61	impact	impact	NOUN
aesr-6169	139	62	β	β	NOUN
aesr-6169	139	63	.	.	PUNCT
aesr-6169	140	1	one	one	PRON
aesr-6169	140	2	might	might	AUX
aesr-6169	140	3	also	also	ADV
aesr-6169	140	4	depict	depict	VERB
aesr-6169	140	5	this	this	DET
aesr-6169	140	6	issue	issue	NOUN
aesr-6169	140	7	in	in	ADP
aesr-6169	140	8	a	a	DET
aesr-6169	140	9	more	more	ADV
aesr-6169	140	10	conceptual	conceptual	ADJ
aesr-6169	140	11	context	context	NOUN
aesr-6169	140	12	.	.	PUNCT
aesr-6169	141	1	imagine	imagine	VERB
aesr-6169	141	2	one	one	NUM
aesr-6169	141	3	is	be	AUX
aesr-6169	141	4	assessing	assess	VERB
aesr-6169	141	5	an	an	DET
aesr-6169	141	6	antipoverty	antipoverty	NOUN
aesr-6169	141	7	initiative	initiative	NOUN
aesr-6169	141	8	meant	mean	VERB
aesr-6169	141	9	to	to	PART
aesr-6169	141	10	increase	increase	VERB
aesr-6169	141	11	family	family	NOUN
aesr-6169	141	12	earnings	earning	NOUN
aesr-6169	141	13	,	,	PUNCT
aesr-6169	141	14	a	a	DET
aesr-6169	141	15	credit	credit	NOUN
aesr-6169	141	16	intervention	intervention	NOUN
aesr-6169	141	17	.	.	PUNCT
aesr-6169	142	1	𝐷	𝐷	NOUN
aesr-6169	142	2	=	=	SYM
aesr-6169	142	3	𝐸(𝑌𝑖(1	𝐸(𝑌𝑖(1	PROPN
aesr-6169	142	4	)	)	PUNCT
aesr-6169	143	1	|	|	ADV
aesr-6169	143	2	𝑇𝑖	𝑇𝑖	PROPN
aesr-6169	143	3	=	=	NOUN
aesr-6169	143	4	1	1	NUM
aesr-6169	143	5	)	)	PUNCT
aesr-6169	143	6	–	–	PUNCT
aesr-6169	143	7	𝐸(𝑌𝑖(0	𝐸(𝑌𝑖(0	X
aesr-6169	143	8	)	)	PUNCT
aesr-6169	144	1	|	|	ADV
aesr-6169	144	2	𝑇𝑖	𝑇𝑖	PROPN
aesr-6169	144	3	=	=	NOUN
aesr-6169	144	4	0	0	NUM
aesr-6169	144	5	)	)	PUNCT
aesr-6169	144	6	(	(	PUNCT
aesr-6169	144	7	2	2	X
aesr-6169	144	8	)	)	PUNCT
aesr-6169	144	9	where	where	SCONJ
aesr-6169	144	10	d=	d=	NOUN
aesr-6169	144	11	different	different	ADJ
aesr-6169	144	12	in	in	ADP
aesr-6169	144	13	productivity	productivity	NOUN
aesr-6169	144	14	of	of	ADP
aesr-6169	144	15	credit	credit	NOUN
aesr-6169	144	16	beneficiary	beneficiary	NOUN
aesr-6169	144	17	and	and	CCONJ
aesr-6169	144	18	non	non	ADJ
aesr-6169	144	19	-	-	ADJ
aesr-6169	144	20	beneficiary	beneficiary	ADJ
aesr-6169	144	21	yi	yi	NOUN
aesr-6169	144	22	stand	stand	VERB
aesr-6169	144	23	in	in	ADP
aesr-6169	144	24	for	for	ADP
aesr-6169	144	25	household	household	NOUN
aesr-6169	144	26	i	i	PRON
aesr-6169	144	27	's	be	AUX
aesr-6169	144	28	per	per	ADP
aesr-6169	144	29	capita	capita	NOUN
aesr-6169	144	30	income	income	NOUN
aesr-6169	144	31	.	.	PUNCT
aesr-6169	145	1	ti	ti	X
aesr-6169	145	2	=	=	SYM
aesr-6169	145	3	1	1	NUM
aesr-6169	145	4	represents	represent	VERB
aesr-6169	145	5	for	for	ADP
aesr-6169	145	6	participants	participant	NOUN
aesr-6169	145	7	the	the	DET
aesr-6169	145	8	value	value	NOUN
aesr-6169	145	9	of	of	ADP
aesr-6169	145	10	yi	yi	NOUN
aesr-6169	145	11	during	during	ADP
aesr-6169	145	12	treatment	treatment	NOUN
aesr-6169	145	13	as	as	ADP
aesr-6169	145	14	yi	yi	PROPN
aesr-6169	145	15	(	(	PUNCT
aesr-6169	145	16	1	1	NUM
aesr-6169	145	17	)	)	PUNCT
aesr-6169	145	18	.	.	PUNCT
aesr-6169	146	1	ti	ti	X
aesr-6169	146	2	=	=	SYM
aesr-6169	146	3	0	0	NUM
aesr-6169	146	4	for	for	ADP
aesr-6169	146	5	nonparticipators	nonparticipator	NOUN
aesr-6169	146	6	allows	allow	VERB
aesr-6169	146	7	yi	yi	PRON
aesr-6169	146	8	to	to	PART
aesr-6169	146	9	be	be	AUX
aesr-6169	146	10	expressed	express	VERB
aesr-6169	146	11	as	as	ADP
aesr-6169	146	12	yi	yi	PROPN
aesr-6169	146	13	(	(	PUNCT
aesr-6169	146	14	0	0	NUM
aesr-6169	146	15	)	)	PUNCT
aesr-6169	146	16	.	.	PUNCT
aesr-6169	147	1	the	the	DET
aesr-6169	147	2	average	average	ADJ
aesr-6169	147	3	impact	impact	NOUN
aesr-6169	147	4	of	of	ADP
aesr-6169	147	5	the	the	DET
aesr-6169	147	6	program	program	NOUN
aesr-6169	147	7	may	may	AUX
aesr-6169	147	8	be	be	AUX
aesr-6169	147	9	shown	show	VERB
aesr-6169	147	10	as	as	SCONJ
aesr-6169	147	11	follows	follow	VERB
aesr-6169	147	12	if	if	SCONJ
aesr-6169	147	13	yi	yi	PROPN
aesr-6169	147	14	(	(	PUNCT
aesr-6169	147	15	0	0	NUM
aesr-6169	147	16	)	)	PUNCT
aesr-6169	147	17	is	be	AUX
aesr-6169	147	18	utilized	utilize	VERB
aesr-6169	147	19	across	across	ADP
aesr-6169	147	20	nonparticipating	nonparticipate	VERB
aesr-6169	147	21	homes	home	NOUN
aesr-6169	147	22	as	as	ADP
aesr-6169	147	23	a	a	DET
aesr-6169	147	24	comparative	comparative	ADJ
aesr-6169	147	25	result	result	NOUN
aesr-6169	147	26	for	for	SCONJ
aesr-6169	147	27	participant	participant	ADJ
aesr-6169	147	28	outcomes	outcome	NOUN
aesr-6169	147	29	yi	yi	PROPN
aesr-6169	147	30	(	(	PUNCT
aesr-6169	147	31	1	1	X
aesr-6169	147	32	)	)	PUNCT
aesr-6169	147	33	one	one	NOUN
aesr-6169	147	34	may	may	AUX
aesr-6169	147	35	also	also	ADV
aesr-6169	147	36	assume	assume	VERB
aesr-6169	147	37	,	,	PUNCT
aesr-6169	147	38	less	less	ADV
aesr-6169	147	39	strongly	strongly	ADV
aesr-6169	147	40	,	,	PUNCT
aesr-6169	147	41	conditional	conditional	ADJ
aesr-6169	147	42	exogeneity	exogeneity	NOUN
aesr-6169	147	43	of	of	ADP
aesr-6169	147	44	program	program	NOUN
aesr-6169	147	45	placement	placement	NOUN
aesr-6169	147	46	.	.	PUNCT
aesr-6169	148	1	the	the	DET
aesr-6169	148	2	validity	validity	NOUN
aesr-6169	148	3	of	of	ADP
aesr-6169	148	4	the	the	DET
aesr-6169	148	5	effect	effect	NOUN
aesr-6169	148	6	estimations	estimation	NOUN
aesr-6169	148	7	is	be	AUX
aesr-6169	148	8	determined	determine	VERB
aesr-6169	148	9	by	by	ADP
aesr-6169	148	10	the	the	DET
aesr-6169	148	11	exogeneity	exogeneity	NOUN
aesr-6169	148	12	of	of	ADP
aesr-6169	148	13	program	program	NOUN
aesr-6169	148	14	targeting	target	VERB
aesr-6169	148	15	across	across	ADP
aesr-6169	148	16	treated	treat	VERB
aesr-6169	148	17	and	and	CCONJ
aesr-6169	148	18	non	non	ADJ
aesr-6169	148	19	-	-	ADJ
aesr-6169	148	20	treated	treat	VERB
aesr-6169	148	21	regions	region	NOUN
aesr-6169	148	22	,	,	PUNCT
aesr-6169	148	23	as	as	ADV
aesr-6169	148	24	well	well	ADV
aesr-6169	148	25	as	as	ADP
aesr-6169	148	26	the	the	DET
aesr-6169	148	27	justified	justified	ADJ
aesr-6169	148	28	assumptions	assumption	NOUN
aesr-6169	148	29	on	on	ADP
aesr-6169	148	30	the	the	DET
aesr-6169	148	31	comparability	comparability	NOUN
aesr-6169	148	32	of	of	ADP
aesr-6169	148	33	participant	participant	NOUN
aesr-6169	148	34	and	and	CCONJ
aesr-6169	148	35	comparison	comparison	NOUN
aesr-6169	148	36	groups	group	NOUN
aesr-6169	148	37	.	.	PUNCT
aesr-6169	149	1	still	still	ADV
aesr-6169	149	2	,	,	PUNCT
aesr-6169	149	3	one	one	PRON
aesr-6169	149	4	can	can	AUX
aesr-6169	149	5	not	not	PART
aesr-6169	149	6	evaluate	evaluate	VERB
aesr-6169	149	7	the	the	DET
aesr-6169	149	8	degree	degree	NOUN
aesr-6169	149	9	of	of	ADP
aesr-6169	149	10	bias	bias	NOUN
aesr-6169	149	11	"	"	PUNCT
aesr-6169	149	12	b	b	NOUN
aesr-6169	149	13	"	"	PUNCT
aesr-6169	149	14	without	without	ADP
aesr-6169	149	15	any	any	DET
aesr-6169	149	16	strategies	strategy	NOUN
aesr-6169	149	17	or	or	CCONJ
aesr-6169	149	18	presumptions	presumption	NOUN
aesr-6169	149	19	[	[	X
aesr-6169	149	20	26	26	NUM
aesr-6169	149	21	]	]	PUNCT
aesr-6169	149	22	.	.	PUNCT
aesr-6169	150	1	3	3	X
aesr-6169	150	2	.	.	X
aesr-6169	150	3	methodology	methodology	NOUN
aesr-6169	150	4	3.1	3.1	NUM
aesr-6169	150	5	.	.	PUNCT
aesr-6169	151	1	study	study	NOUN
aesr-6169	151	2	area	area	NOUN
aesr-6169	151	3	the	the	DET
aesr-6169	151	4	research	research	NOUN
aesr-6169	151	5	was	be	AUX
aesr-6169	151	6	carried	carry	VERB
aesr-6169	151	7	out	out	ADP
aesr-6169	151	8	in	in	ADP
aesr-6169	151	9	southwest	southwest	PROPN
aesr-6169	151	10	nigeria	nigeria	PROPN
aesr-6169	151	11	.	.	PUNCT
aesr-6169	152	1	southwest	southwest	PROPN
aesr-6169	152	2	nigeria	nigeria	PROPN
aesr-6169	152	3	consists	consist	VERB
aesr-6169	152	4	of	of	ADP
aesr-6169	152	5	six	six	NUM
aesr-6169	152	6	states	state	NOUN
aesr-6169	152	7	:	:	PUNCT
aesr-6169	152	8	ekiti	ekiti	ADJ
aesr-6169	152	9	,	,	PUNCT
aesr-6169	152	10	lagos	lago	NOUN
aesr-6169	152	11	,	,	PUNCT
aesr-6169	152	12	ogun	ogun	NOUN
aesr-6169	152	13	,	,	PUNCT
aesr-6169	152	14	ondo	ondo	NOUN
aesr-6169	152	15	,	,	PUNCT
aesr-6169	152	16	osun	osun	NOUN
aesr-6169	152	17	,	,	PUNCT
aesr-6169	152	18	and	and	CCONJ
aesr-6169	152	19	oyo	oyo	NOUN
aesr-6169	152	20	.	.	PUNCT
aesr-6169	153	1	it	it	PRON
aesr-6169	153	2	is	be	AUX
aesr-6169	153	3	designated	designate	VERB
aesr-6169	153	4	as	as	ADP
aesr-6169	153	5	the	the	DET
aesr-6169	153	6	south	south	PROPN
aesr-6169	153	7	west	west	PROPN
aesr-6169	153	8	geopolitical	geopolitical	ADJ
aesr-6169	153	9	or	or	CCONJ
aesr-6169	153	10	geographical	geographical	ADJ
aesr-6169	153	11	region	region	NOUN
aesr-6169	153	12	of	of	ADP
aesr-6169	153	13	nigeria	nigeria	PROPN
aesr-6169	153	14	.	.	PUNCT
aesr-6169	154	1	the	the	DET
aesr-6169	154	2	area	area	NOUN
aesr-6169	154	3	mostly	mostly	ADV
aesr-6169	154	4	speaks	speak	VERB
aesr-6169	154	5	yoruba	yoruba	PROPN
aesr-6169	154	6	;	;	PUNCT
aesr-6169	154	7	nevertheless	nevertheless	ADV
aesr-6169	154	8	,	,	PUNCT
aesr-6169	154	9	several	several	ADJ
aesr-6169	154	10	variants	variant	NOUN
aesr-6169	154	11	occur	occur	VERB
aesr-6169	154	12	even	even	ADV
aesr-6169	154	13	within	within	ADP
aesr-6169	154	14	a	a	DET
aesr-6169	154	15	single	single	ADJ
aesr-6169	154	16	state	state	NOUN
aesr-6169	154	17	.	.	PUNCT
aesr-6169	155	1	the	the	DET
aesr-6169	155	2	area	area	NOUN
aesr-6169	155	3	is	be	AUX
aesr-6169	155	4	located	locate	VERB
aesr-6169	155	5	between	between	ADP
aesr-6169	155	6	longitudes	longitude	NOUN
aesr-6169	155	7	20	20	NUM
aesr-6169	155	8	°	°	NOUN
aesr-6169	155	9	31	31	NUM
aesr-6169	155	10	'	'	PART
aesr-6169	155	11	e	e	NOUN
aesr-6169	155	12	and	and	CCONJ
aesr-6169	155	13	60	60	NUM
aesr-6169	155	14	°	°	NOUN
aesr-6169	155	15	0	0	NUM
aesr-6169	155	16	'	'	PUNCT
aesr-6169	155	17	e	e	NOUN
aesr-6169	155	18	,	,	PUNCT
aesr-6169	155	19	and	and	CCONJ
aesr-6169	155	20	latitudes	latitude	VERB
aesr-6169	155	21	60	60	NUM
aesr-6169	155	22	°	°	NOUN
aesr-6169	155	23	21	21	NUM
aesr-6169	155	24	'	'	PART
aesr-6169	155	25	n	n	NOUN
aesr-6169	155	26	and	and	CCONJ
aesr-6169	155	27	80	80	NUM
aesr-6169	155	28	°	°	NOUN
aesr-6169	155	29	37	37	NUM
aesr-6169	155	30	'	'	PART
aesr-6169	155	31	n.	n.	NOUN
aesr-6169	155	32	the	the	DET
aesr-6169	155	33	area	area	NOUN
aesr-6169	155	34	's	's	PART
aesr-6169	155	35	population	population	NOUN
aesr-6169	155	36	is	be	AUX
aesr-6169	155	37	28,767,752	28,767,752	NUM
aesr-6169	155	38	,	,	PUNCT
aesr-6169	155	39	covering	cover	VERB
aesr-6169	155	40	a	a	DET
aesr-6169	155	41	total	total	NOUN
aesr-6169	155	42	of	of	ADP
aesr-6169	155	43	77,818	77,818	NUM
aesr-6169	155	44	km²	km²	NOUN
aesr-6169	156	1	[	[	X
aesr-6169	156	2	26	26	NUM
aesr-6169	156	3	]	]	PUNCT
aesr-6169	156	4	.	.	PUNCT
aesr-6169	157	1	southwest	southwest	PROPN
aesr-6169	157	2	nigeria	nigeria	PROPN
aesr-6169	157	3	is	be	AUX
aesr-6169	157	4	delineated	delineated	ADJ
aesr-6169	157	5	to	to	ADP
aesr-6169	157	6	the	the	DET
aesr-6169	157	7	north	north	NOUN
aesr-6169	157	8	by	by	ADP
aesr-6169	157	9	kwara	kwara	PROPN
aesr-6169	157	10	and	and	CCONJ
aesr-6169	157	11	kogi	kogi	PROPN
aesr-6169	157	12	states	state	NOUN
aesr-6169	157	13	,	,	PUNCT
aesr-6169	157	14	to	to	ADP
aesr-6169	157	15	the	the	DET
aesr-6169	157	16	east	east	NOUN
aesr-6169	157	17	by	by	ADP
aesr-6169	157	18	edo	edo	PROPN
aesr-6169	157	19	and	and	CCONJ
aesr-6169	157	20	delta	delta	PROPN
aesr-6169	157	21	states	state	NOUN
aesr-6169	157	22	,	,	PUNCT
aesr-6169	157	23	to	to	ADP
aesr-6169	157	24	the	the	DET
aesr-6169	157	25	south	south	NOUN
aesr-6169	157	26	by	by	ADP
aesr-6169	157	27	the	the	DET
aesr-6169	157	28	gulf	gulf	PROPN
aesr-6169	157	29	of	of	ADP
aesr-6169	157	30	guinea	guinea	NOUN
aesr-6169	157	31	,	,	PUNCT
aesr-6169	157	32	and	and	CCONJ
aesr-6169	157	33	to	to	ADP
aesr-6169	157	34	the	the	DET
aesr-6169	157	35	west	west	NOUN
aesr-6169	157	36	by	by	ADP
aesr-6169	157	37	the	the	DET
aesr-6169	157	38	republic	republic	NOUN
aesr-6169	157	39	of	of	ADP
aesr-6169	157	40	benin	benin	PROPN
aesr-6169	157	41	.	.	PUNCT
aesr-6169	158	1	the	the	DET
aesr-6169	158	2	climate	climate	NOUN
aesr-6169	158	3	of	of	ADP
aesr-6169	158	4	southwest	southwest	PROPN
aesr-6169	158	5	nigeria	nigeria	PROPN
aesr-6169	158	6	is	be	AUX
aesr-6169	158	7	tropical	tropical	ADJ
aesr-6169	158	8	,	,	PUNCT
aesr-6169	158	9	marked	mark	VERB
aesr-6169	158	10	by	by	ADP
aesr-6169	158	11	distinct	distinct	ADJ
aesr-6169	158	12	wet	wet	ADJ
aesr-6169	158	13	and	and	CCONJ
aesr-6169	158	14	dry	dry	ADJ
aesr-6169	158	15	seasons	season	NOUN
aesr-6169	158	16	.	.	PUNCT
aesr-6169	159	1	the	the	DET
aesr-6169	159	2	climatic	climatic	ADJ
aesr-6169	159	3	conditions	condition	NOUN
aesr-6169	159	4	vary	vary	VERB
aesr-6169	159	5	between	between	ADP
aesr-6169	159	6	nigeria	nigeria	PROPN
aesr-6169	159	7	's	's	PART
aesr-6169	159	8	two	two	NUM
aesr-6169	159	9	distinct	distinct	ADJ
aesr-6169	159	10	seasons	season	NOUN
aesr-6169	159	11	:	:	PUNCT
aesr-6169	159	12	the	the	DET
aesr-6169	159	13	rainy	rainy	ADJ
aesr-6169	159	14	season	season	NOUN
aesr-6169	159	15	(	(	PUNCT
aesr-6169	159	16	march	march	PROPN
aesr-6169	159	17	november	november	PROPN
aesr-6169	159	18	)	)	PUNCT
aesr-6169	159	19	and	and	CCONJ
aesr-6169	159	20	the	the	DET
aesr-6169	159	21	dry	dry	ADJ
aesr-6169	159	22	season	season	NOUN
aesr-6169	159	23	(	(	PUNCT
aesr-6169	159	24	november	november	PROPN
aesr-6169	159	25	february	february	PROPN
aesr-6169	159	26	)	)	PUNCT
aesr-6169	159	27	.	.	PUNCT
aesr-6169	160	1	the	the	DET
aesr-6169	160	2	dry	dry	ADJ
aesr-6169	160	3	season	season	NOUN
aesr-6169	160	4	signifies	signify	VERB
aesr-6169	160	5	the	the	DET
aesr-6169	160	6	onset	onset	NOUN
aesr-6169	160	7	of	of	ADP
aesr-6169	160	8	harmattan	harmattan	ADJ
aesr-6169	160	9	dust	dust	NOUN
aesr-6169	160	10	,	,	PUNCT
aesr-6169	160	11	as	as	SCONJ
aesr-6169	160	12	frigid	frigid	ADJ
aesr-6169	160	13	,	,	PUNCT
aesr-6169	160	14	arid	arid	NOUN
aesr-6169	160	15	winds	wind	NOUN
aesr-6169	160	16	from	from	ADP
aesr-6169	160	17	the	the	DET
aesr-6169	160	18	northern	northern	ADJ
aesr-6169	160	19	deserts	desert	NOUN
aesr-6169	160	20	infiltrate	infiltrate	VERB
aesr-6169	160	21	the	the	DET
aesr-6169	160	22	southern	southern	ADJ
aesr-6169	160	23	regions	region	NOUN
aesr-6169	160	24	at	at	ADP
aesr-6169	160	25	this	this	DET
aesr-6169	160	26	time	time	NOUN
aesr-6169	160	27	.	.	PUNCT
aesr-6169	161	1	the	the	DET
aesr-6169	161	2	temperature	temperature	NOUN
aesr-6169	161	3	ranges	range	VERB
aesr-6169	161	4	from	from	ADP
aesr-6169	161	5	21	21	NUM
aesr-6169	161	6	°	°	NOUN
aesr-6169	161	7	c	c	NOUN
aesr-6169	161	8	to	to	ADP
aesr-6169	161	9	34	34	NUM
aesr-6169	161	10	°	°	NOUN
aesr-6169	161	11	c	c	NOUN
aesr-6169	161	12	,	,	PUNCT
aesr-6169	161	13	and	and	CCONJ
aesr-6169	161	14	annual	annual	ADJ
aesr-6169	161	15	precipitation	precipitation	NOUN
aesr-6169	161	16	varies	vary	VERB
aesr-6169	161	17	between	between	ADP
aesr-6169	161	18	1,500	1,500	NUM
aesr-6169	161	19	mm	mm	NOUN
aesr-6169	161	20	and	and	CCONJ
aesr-6169	161	21	3,000	3,000	NUM
aesr-6169	161	22	mm	mm	NOUN
aesr-6169	162	1	[	[	X
aesr-6169	162	2	13	13	NUM
aesr-6169	162	3	]	]	PUNCT
aesr-6169	162	4	.	.	PUNCT
aesr-6169	163	1	agriculture	agriculture	NOUN
aesr-6169	163	2	is	be	AUX
aesr-6169	163	3	the	the	DET
aesr-6169	163	4	primary	primary	ADJ
aesr-6169	163	5	occupation	occupation	NOUN
aesr-6169	163	6	of	of	ADP
aesr-6169	163	7	the	the	DET
aesr-6169	163	8	population	population	NOUN
aesr-6169	163	9	in	in	ADP
aesr-6169	163	10	the	the	DET
aesr-6169	163	11	area	area	NOUN
aesr-6169	163	12	.	.	PUNCT
aesr-6169	164	1	they	they	PRON
aesr-6169	164	2	farm	farm	VERB
aesr-6169	164	3	food	food	NOUN
aesr-6169	164	4	crops	crop	NOUN
aesr-6169	164	5	such	such	ADJ
aesr-6169	164	6	as	as	ADP
aesr-6169	164	7	rice	rice	NOUN
aesr-6169	164	8	,	,	PUNCT
aesr-6169	164	9	yam	yam	NOUN
aesr-6169	164	10	,	,	PUNCT
aesr-6169	164	11	cassava	cassava	NOUN
aesr-6169	164	12	,	,	PUNCT
aesr-6169	164	13	maize	maize	NOUN
aesr-6169	164	14	,	,	PUNCT
aesr-6169	164	15	and	and	CCONJ
aesr-6169	164	16	cowpea	cowpea	NOUN
aesr-6169	164	17	,	,	PUNCT
aesr-6169	164	18	while	while	SCONJ
aesr-6169	164	19	cash	cash	NOUN
aesr-6169	164	20	crops	crop	NOUN
aesr-6169	164	21	include	include	VERB
aesr-6169	164	22	cocoa	cocoa	NOUN
aesr-6169	164	23	,	,	PUNCT
aesr-6169	164	24	oil	oil	NOUN
aesr-6169	164	25	palm	palm	NOUN
aesr-6169	164	26	,	,	PUNCT
aesr-6169	164	27	kola	kola	PROPN
aesr-6169	164	28	nut	nut	PROPN
aesr-6169	164	29	,	,	PUNCT
aesr-6169	164	30	plantain	plantain	NOUN
aesr-6169	164	31	,	,	PUNCT
aesr-6169	164	32	banana	banana	NOUN
aesr-6169	164	33	,	,	PUNCT
aesr-6169	164	34	cashew	cashew	NOUN
aesr-6169	164	35	,	,	PUNCT
aesr-6169	164	36	citrus	citrus	NOUN
aesr-6169	164	37	,	,	PUNCT
aesr-6169	164	38	and	and	CCONJ
aesr-6169	164	39	timber	timber	NOUN
aesr-6169	164	40	.	.	PUNCT
aesr-6169	165	1	animal	animal	NOUN
aesr-6169	165	2	husbandry	husbandry	NOUN
aesr-6169	165	3	,	,	PUNCT
aesr-6169	165	4	including	include	VERB
aesr-6169	165	5	fisheries	fishery	NOUN
aesr-6169	165	6	,	,	PUNCT
aesr-6169	165	7	poultry	poultry	NOUN
aesr-6169	165	8	,	,	PUNCT
aesr-6169	165	9	pig	pig	NOUN
aesr-6169	165	10	farming	farming	NOUN
aesr-6169	165	11	,	,	PUNCT
aesr-6169	165	12	goat	goat	NOUN
aesr-6169	165	13	,	,	PUNCT
aesr-6169	165	14	sheep	sheep	NOUN
aesr-6169	165	15	,	,	PUNCT
aesr-6169	165	16	and	and	CCONJ
aesr-6169	165	17	cow	cow	NOUN
aesr-6169	165	18	raising	raising	NOUN
aesr-6169	165	19	,	,	PUNCT
aesr-6169	165	20	is	be	AUX
aesr-6169	165	21	evident	evident	ADJ
aesr-6169	165	22	.	.	PUNCT
aesr-6169	166	1	figure	figure	NOUN
aesr-6169	166	2	1	1	NUM
aesr-6169	166	3	is	be	AUX
aesr-6169	166	4	the	the	DET
aesr-6169	166	5	map	map	NOUN
aesr-6169	166	6	of	of	ADP
aesr-6169	166	7	nigeria	nigeria	PROPN
aesr-6169	166	8	shows	show	VERB
aesr-6169	166	9	all	all	DET
aesr-6169	166	10	the	the	DET
aesr-6169	166	11	regions	region	NOUN
aesr-6169	166	12	and	and	CCONJ
aesr-6169	166	13	states	state	NOUN
aesr-6169	166	14	.	.	PUNCT
aesr-6169	167	1	green	green	ADJ
aesr-6169	167	2	portion	portion	NOUN
aesr-6169	167	3	is	be	AUX
aesr-6169	167	4	the	the	DET
aesr-6169	167	5	north	north	PROPN
aesr-6169	167	6	west	west	PROPN
aesr-6169	167	7	region	region	NOUN
aesr-6169	167	8	,	,	PUNCT
aesr-6169	167	9	yellow	yellow	ADJ
aesr-6169	167	10	part	part	NOUN
aesr-6169	167	11	is	be	AUX
aesr-6169	167	12	north	north	NOUN
aesr-6169	167	13	west	west	NOUN
aesr-6169	167	14	,	,	PUNCT
aesr-6169	167	15	red	red	ADJ
aesr-6169	167	16	part	part	NOUN
aesr-6169	167	17	is	be	AUX
aesr-6169	167	18	north	north	NOUN
aesr-6169	167	19	central	central	ADJ
aesr-6169	167	20	,	,	PUNCT
aesr-6169	167	21	blue	blue	ADJ
aesr-6169	167	22	part	part	NOUN
aesr-6169	167	23	south	south	PROPN
aesr-6169	167	24	east	east	PROPN
aesr-6169	167	25	,	,	PUNCT
aesr-6169	167	26	purple	purple	ADJ
aesr-6169	167	27	part	part	NOUN
aesr-6169	167	28	is	be	AUX
aesr-6169	167	29	south	south	ADJ
aesr-6169	167	30	south	south	PROPN
aesr-6169	167	31	region	region	NOUN
aesr-6169	167	32	and	and	CCONJ
aesr-6169	167	33	white	white	ADJ
aesr-6169	167	34	part	part	NOUN
aesr-6169	167	35	is	be	AUX
aesr-6169	167	36	the	the	DET
aesr-6169	167	37	south	south	PROPN
aesr-6169	167	38	west	west	PROPN
aesr-6169	167	39	region	region	PROPN
aesr-6169	167	40	where	where	SCONJ
aesr-6169	167	41	this	this	DET
aesr-6169	167	42	research	research	NOUN
aesr-6169	167	43	was	be	AUX
aesr-6169	167	44	carried	carry	VERB
aesr-6169	167	45	out	out	ADP
aesr-6169	167	46	.	.	PUNCT
aesr-6169	168	1	figure	figure	VERB
aesr-6169	168	2	1	1	NUM
aesr-6169	168	3	.	.	PUNCT
aesr-6169	168	4	map	map	NOUN
aesr-6169	168	5	of	of	ADP
aesr-6169	168	6	nigeria	nigeria	PROPN
aesr-6169	168	7	.	.	PUNCT
aesr-6169	169	1	3.2	3.2	NUM
aesr-6169	169	2	.	.	PUNCT
aesr-6169	170	1	population	population	NOUN
aesr-6169	170	2	of	of	ADP
aesr-6169	170	3	the	the	DET
aesr-6169	170	4	study	study	NOUN
aesr-6169	170	5	study	study	NOUN
aesr-6169	170	6	populations	population	NOUN
aesr-6169	170	7	were	be	AUX
aesr-6169	170	8	made	make	VERB
aesr-6169	170	9	up	up	ADP
aesr-6169	170	10	of	of	ADP
aesr-6169	170	11	farmers	farmer	NOUN
aesr-6169	170	12	(	(	PUNCT
aesr-6169	170	13	those	those	PRON
aesr-6169	170	14	that	that	PRON
aesr-6169	170	15	benefited	benefit	VERB
aesr-6169	170	16	and	and	CCONJ
aesr-6169	170	17	those	those	PRON
aesr-6169	170	18	that	that	PRON
aesr-6169	170	19	did	do	AUX
aesr-6169	170	20	not	not	PART
aesr-6169	170	21	benefit	benefit	VERB
aesr-6169	170	22	from	from	ADP
aesr-6169	170	23	boa	boa	PROPN
aesr-6169	170	24	credits	credit	NOUN
aesr-6169	170	25	)	)	PUNCT
aesr-6169	170	26	in	in	ADP
aesr-6169	170	27	the	the	DET
aesr-6169	170	28	southwest	southwest	NOUN
aesr-6169	170	29	,	,	PUNCT
aesr-6169	170	30	nigeria	nigeria	PROPN
aesr-6169	170	31	.	.	PUNCT
aesr-6169	171	1	agriculture	agriculture	NOUN
aesr-6169	171	2	and	and	CCONJ
aesr-6169	171	3	food	food	NOUN
aesr-6169	171	4	sciences	sciences	PROPN
aesr-6169	171	5	research	research	NOUN
aesr-6169	171	6	,	,	PUNCT
aesr-6169	171	7	2024	2024	NUM
aesr-6169	171	8	,	,	PUNCT
aesr-6169	171	9	11(2	11(2	NUM
aesr-6169	171	10	):	):	PUNCT
aesr-6169	171	11	87	87	NUM
aesr-6169	171	12	-	-	SYM
aesr-6169	171	13	95	95	NUM
aesr-6169	171	14	91	91	NUM
aesr-6169	172	1	©	©	PROPN
aesr-6169	172	2	2024by	2024by	NOUN
aesr-6169	172	3	the	the	DET
aesr-6169	172	4	authors	author	NOUN
aesr-6169	172	5	;	;	PUNCT
aesr-6169	172	6	licensee	licensee	PROPN
aesr-6169	172	7	asian	asian	ADJ
aesr-6169	172	8	online	online	PROPN
aesr-6169	172	9	journal	journal	PROPN
aesr-6169	172	10	publishing	publishing	NOUN
aesr-6169	172	11	group	group	NOUN
aesr-6169	172	12	3.3	3.3	NUM
aesr-6169	172	13	.	.	PUNCT
aesr-6169	173	1	sampling	sample	VERB
aesr-6169	173	2	techniques	technique	NOUN
aesr-6169	173	3	and	and	CCONJ
aesr-6169	173	4	sample	sample	NOUN
aesr-6169	173	5	size	size	NOUN
aesr-6169	173	6	multi	multi	ADJ
aesr-6169	173	7	-	-	ADJ
aesr-6169	173	8	stages	stages	ADJ
aesr-6169	173	9	sampling	sample	VERB
aesr-6169	173	10	technique	technique	NOUN
aesr-6169	173	11	was	be	AUX
aesr-6169	173	12	adopted	adopt	VERB
aesr-6169	173	13	.	.	PUNCT
aesr-6169	174	1	in	in	ADP
aesr-6169	174	2	stage	stage	NOUN
aesr-6169	174	3	one	one	NUM
aesr-6169	174	4	,	,	PUNCT
aesr-6169	174	5	three	three	NUM
aesr-6169	174	6	states	state	NOUN
aesr-6169	174	7	were	be	AUX
aesr-6169	174	8	randomly	randomly	ADV
aesr-6169	174	9	selected	select	VERB
aesr-6169	174	10	from	from	ADP
aesr-6169	174	11	six	six	NUM
aesr-6169	174	12	states	state	NOUN
aesr-6169	174	13	in	in	ADP
aesr-6169	174	14	the	the	DET
aesr-6169	174	15	south	south	NOUN
aesr-6169	174	16	-	-	PUNCT
aesr-6169	174	17	west	west	PROPN
aesr-6169	174	18	,	,	PUNCT
aesr-6169	174	19	nigeria	nigeria	PROPN
aesr-6169	174	20	(	(	PUNCT
aesr-6169	174	21	which	which	PRON
aesr-6169	174	22	are	be	AUX
aesr-6169	174	23	ogun	ogun	PROPN
aesr-6169	174	24	,	,	PUNCT
aesr-6169	174	25	osun	osun	NOUN
aesr-6169	174	26	and	and	CCONJ
aesr-6169	174	27	oyo	oyo	NOUN
aesr-6169	174	28	states	state	NOUN
aesr-6169	174	29	)	)	PUNCT
aesr-6169	174	30	.	.	PUNCT
aesr-6169	175	1	in	in	ADP
aesr-6169	175	2	stage	stage	NOUN
aesr-6169	175	3	two	two	NUM
aesr-6169	175	4	,	,	PUNCT
aesr-6169	175	5	all	all	DET
aesr-6169	175	6	the	the	DET
aesr-6169	175	7	three	three	NUM
aesr-6169	175	8	branches	branch	NOUN
aesr-6169	175	9	of	of	ADP
aesr-6169	175	10	bank	bank	NOUN
aesr-6169	175	11	of	of	ADP
aesr-6169	175	12	agriculture	agriculture	NOUN
aesr-6169	175	13	in	in	ADP
aesr-6169	175	14	each	each	PRON
aesr-6169	175	15	of	of	ADP
aesr-6169	175	16	the	the	DET
aesr-6169	175	17	state	state	NOUN
aesr-6169	175	18	were	be	AUX
aesr-6169	175	19	selected	select	VERB
aesr-6169	175	20	and	and	CCONJ
aesr-6169	175	21	list	list	NOUN
aesr-6169	175	22	of	of	ADP
aesr-6169	175	23	applicants	applicant	NOUN
aesr-6169	175	24	(	(	PUNCT
aesr-6169	175	25	successful	successful	ADJ
aesr-6169	175	26	and	and	CCONJ
aesr-6169	175	27	non	non	ADJ
aesr-6169	175	28	-	-	ADJ
aesr-6169	175	29	successful	successful	ADJ
aesr-6169	175	30	)	)	PUNCT
aesr-6169	175	31	were	be	AUX
aesr-6169	175	32	collected	collect	VERB
aesr-6169	175	33	;	;	PUNCT
aesr-6169	175	34	make	make	VERB
aesr-6169	175	35	total	total	ADJ
aesr-6169	175	36	number	number	NOUN
aesr-6169	175	37	of	of	ADP
aesr-6169	175	38	nine	nine	NUM
aesr-6169	175	39	(	(	PUNCT
aesr-6169	175	40	9	9	NUM
aesr-6169	175	41	)	)	PUNCT
aesr-6169	175	42	branches	branch	NOUN
aesr-6169	175	43	.	.	PUNCT
aesr-6169	176	1	branches	branch	NOUN
aesr-6169	176	2	of	of	ADP
aesr-6169	176	3	bank	bank	PROPN
aesr-6169	176	4	of	of	ADP
aesr-6169	176	5	agriculture	agriculture	NOUN
aesr-6169	176	6	limited	limit	VERB
aesr-6169	176	7	in	in	ADP
aesr-6169	176	8	each	each	PRON
aesr-6169	176	9	of	of	ADP
aesr-6169	176	10	the	the	DET
aesr-6169	176	11	three	three	NUM
aesr-6169	176	12	states	state	NOUN
aesr-6169	176	13	are	be	AUX
aesr-6169	176	14	:	:	PUNCT
aesr-6169	176	15	ogun	ogun	PROPN
aesr-6169	176	16	state	state	PROPN
aesr-6169	176	17	(	(	PUNCT
aesr-6169	176	18	abeokuta	abeokuta	ADJ
aesr-6169	176	19	,	,	PUNCT
aesr-6169	176	20	imeko	imeko	NOUN
aesr-6169	176	21	and	and	CCONJ
aesr-6169	176	22	abigi	abigi	NOUN
aesr-6169	176	23	branches	branch	NOUN
aesr-6169	176	24	)	)	PUNCT
aesr-6169	176	25	,	,	PUNCT
aesr-6169	176	26	osun	osun	PROPN
aesr-6169	176	27	state	state	PROPN
aesr-6169	176	28	(	(	PUNCT
aesr-6169	176	29	osogbo	osogbo	ADJ
aesr-6169	176	30	,	,	PUNCT
aesr-6169	176	31	ode	ode	PROPN
aesr-6169	176	32	-	-	PUNCT
aesr-6169	176	33	omu	omu	PROPN
aesr-6169	176	34	and	and	CCONJ
aesr-6169	176	35	ile	ile	PROPN
aesr-6169	176	36	-	-	PUNCT
aesr-6169	176	37	ife	ife	PROPN
aesr-6169	176	38	branches	branch	NOUN
aesr-6169	176	39	)	)	PUNCT
aesr-6169	176	40	oyo	oyo	NOUN
aesr-6169	176	41	state	state	NOUN
aesr-6169	176	42	(	(	PUNCT
aesr-6169	176	43	igboora	igboora	PROPN
aesr-6169	176	44	,	,	PUNCT
aesr-6169	176	45	ibadan	ibadan	PROPN
aesr-6169	176	46	and	and	CCONJ
aesr-6169	176	47	iseyin	iseyin	NOUN
aesr-6169	176	48	branches	branch	NOUN
aesr-6169	176	49	)	)	PUNCT
aesr-6169	176	50	.	.	PUNCT
aesr-6169	177	1	stage	stage	NOUN
aesr-6169	177	2	involved	involve	VERB
aesr-6169	177	3	systematic	systematic	ADJ
aesr-6169	177	4	selected	select	VERB
aesr-6169	177	5	of	of	ADP
aesr-6169	177	6	25	25	NUM
aesr-6169	177	7	beneficiaries	beneficiary	NOUN
aesr-6169	177	8	(	(	PUNCT
aesr-6169	177	9	successful	successful	ADJ
aesr-6169	177	10	applicants	applicant	NOUN
aesr-6169	177	11	)	)	PUNCT
aesr-6169	177	12	from	from	ADP
aesr-6169	177	13	each	each	PRON
aesr-6169	177	14	of	of	ADP
aesr-6169	177	15	the	the	DET
aesr-6169	177	16	lists	list	NOUN
aesr-6169	177	17	that	that	PRON
aesr-6169	177	18	was	be	AUX
aesr-6169	177	19	collected	collect	VERB
aesr-6169	177	20	from	from	ADP
aesr-6169	177	21	each	each	PRON
aesr-6169	177	22	of	of	ADP
aesr-6169	177	23	the	the	DET
aesr-6169	177	24	nine	nine	NUM
aesr-6169	177	25	(	(	PUNCT
aesr-6169	177	26	9	9	NUM
aesr-6169	177	27	)	)	PUNCT
aesr-6169	177	28	branches	branch	NOUN
aesr-6169	177	29	;	;	PUNCT
aesr-6169	177	30	make	make	VERB
aesr-6169	177	31	a	a	DET
aesr-6169	177	32	total	total	NOUN
aesr-6169	177	33	of	of	ADP
aesr-6169	177	34	225	225	NUM
aesr-6169	177	35	beneficiaries	beneficiary	NOUN
aesr-6169	177	36	.	.	PUNCT
aesr-6169	178	1	in	in	ADP
aesr-6169	178	2	stage	stage	NOUN
aesr-6169	178	3	four	four	NUM
aesr-6169	178	4	,	,	PUNCT
aesr-6169	178	5	70	70	NUM
aesr-6169	178	6	nonbeneficiaries	nonbeneficiarie	NOUN
aesr-6169	178	7	(	(	PUNCT
aesr-6169	178	8	non	non	ADJ
aesr-6169	178	9	-	-	ADJ
aesr-6169	178	10	successful	successful	ADJ
aesr-6169	178	11	applicants	applicant	NOUN
aesr-6169	178	12	)	)	PUNCT
aesr-6169	178	13	were	be	AUX
aesr-6169	178	14	also	also	ADV
aesr-6169	178	15	systematically	systematically	ADV
aesr-6169	178	16	selected	select	VERB
aesr-6169	178	17	from	from	ADP
aesr-6169	178	18	the	the	DET
aesr-6169	178	19	list	list	NOUN
aesr-6169	178	20	provided	provide	VERB
aesr-6169	178	21	by	by	ADP
aesr-6169	178	22	the	the	DET
aesr-6169	178	23	bank	bank	NOUN
aesr-6169	178	24	;	;	PUNCT
aesr-6169	178	25	make	make	VERB
aesr-6169	178	26	a	a	DET
aesr-6169	178	27	total	total	NOUN
aesr-6169	178	28	of	of	ADP
aesr-6169	178	29	630	630	NUM
aesr-6169	178	30	non	non	NOUN
aesr-6169	178	31	-	-	NOUN
aesr-6169	178	32	beneficiaries	beneficiary	NOUN
aesr-6169	178	33	.	.	PUNCT
aesr-6169	179	1	both	both	PRON
aesr-6169	179	2	beneficiary	beneficiary	NOUN
aesr-6169	179	3	and	and	CCONJ
aesr-6169	179	4	non	non	NOUN
aesr-6169	179	5	-	-	NOUN
aesr-6169	179	6	beneficiaries	beneficiary	NOUN
aesr-6169	179	7	were	be	AUX
aesr-6169	179	8	855	855	NUM
aesr-6169	179	9	respondents	respondent	NOUN
aesr-6169	179	10	.	.	PUNCT
aesr-6169	180	1	3.4	3.4	NUM
aesr-6169	180	2	.	.	PUNCT
aesr-6169	180	3	type	type	NOUN
aesr-6169	180	4	of	of	ADP
aesr-6169	180	5	data	datum	NOUN
aesr-6169	180	6	and	and	CCONJ
aesr-6169	180	7	instrument	instrument	NOUN
aesr-6169	180	8	used	use	VERB
aesr-6169	180	9	for	for	ADP
aesr-6169	180	10	data	data	NOUN
aesr-6169	180	11	collection	collection	NOUN
aesr-6169	180	12	this	this	DET
aesr-6169	180	13	study	study	NOUN
aesr-6169	180	14	used	use	VERB
aesr-6169	180	15	primary	primary	ADJ
aesr-6169	180	16	data	datum	NOUN
aesr-6169	180	17	acquired	acquire	VERB
aesr-6169	180	18	via	via	ADP
aesr-6169	180	19	a	a	DET
aesr-6169	180	20	well	well	ADV
aesr-6169	180	21	-	-	PUNCT
aesr-6169	180	22	structured	structure	VERB
aesr-6169	180	23	questionnaire	questionnaire	NOUN
aesr-6169	180	24	.	.	PUNCT
aesr-6169	181	1	the	the	DET
aesr-6169	181	2	questionnaire	questionnaire	NOUN
aesr-6169	181	3	was	be	AUX
aesr-6169	181	4	framed	frame	VERB
aesr-6169	181	5	in	in	ADP
aesr-6169	181	6	such	such	DET
aesr-6169	181	7	a	a	DET
aesr-6169	181	8	way	way	NOUN
aesr-6169	181	9	to	to	PART
aesr-6169	181	10	attain	attain	VERB
aesr-6169	181	11	the	the	DET
aesr-6169	181	12	objectives	objective	NOUN
aesr-6169	181	13	of	of	ADP
aesr-6169	181	14	the	the	DET
aesr-6169	181	15	research	research	NOUN
aesr-6169	181	16	.	.	PUNCT
aesr-6169	182	1	the	the	DET
aesr-6169	182	2	questionnaire	questionnaire	NOUN
aesr-6169	182	3	contained	contain	VERB
aesr-6169	182	4	some	some	DET
aesr-6169	182	5	useful	useful	ADJ
aesr-6169	182	6	information	information	NOUN
aesr-6169	182	7	such	such	ADJ
aesr-6169	182	8	as	as	ADP
aesr-6169	182	9	access	access	NOUN
aesr-6169	182	10	to	to	ADP
aesr-6169	182	11	credit	credit	NOUN
aesr-6169	182	12	,	,	PUNCT
aesr-6169	182	13	constraint	constraint	NOUN
aesr-6169	182	14	faced	face	VERB
aesr-6169	182	15	,	,	PUNCT
aesr-6169	182	16	inputs	input	NOUN
aesr-6169	182	17	used	use	VERB
aesr-6169	182	18	,	,	PUNCT
aesr-6169	182	19	output	output	NOUN
aesr-6169	182	20	and	and	CCONJ
aesr-6169	182	21	revenue	revenue	NOUN
aesr-6169	182	22	.	.	PUNCT
aesr-6169	183	1	3.5	3.5	NUM
aesr-6169	183	2	.	.	PUNCT
aesr-6169	183	3	methods	method	NOUN
aesr-6169	183	4	of	of	ADP
aesr-6169	183	5	data	datum	NOUN
aesr-6169	183	6	analysis	analysis	NOUN
aesr-6169	183	7	data	datum	NOUN
aesr-6169	183	8	were	be	AUX
aesr-6169	183	9	analyzed	analyze	VERB
aesr-6169	183	10	using	use	VERB
aesr-6169	183	11	descriptive	descriptive	ADJ
aesr-6169	183	12	statistics	statistic	NOUN
aesr-6169	183	13	,	,	PUNCT
aesr-6169	183	14	total	total	ADJ
aesr-6169	183	15	factor	factor	NOUN
aesr-6169	183	16	productivity	productivity	NOUN
aesr-6169	183	17	and	and	CCONJ
aesr-6169	183	18	propensity	propensity	NOUN
aesr-6169	183	19	score	score	NOUN
aesr-6169	183	20	matching	matching	NOUN
aesr-6169	183	21	.	.	PUNCT
aesr-6169	184	1	3.6	3.6	NUM
aesr-6169	184	2	.	.	PUNCT
aesr-6169	184	3	model	model	NOUN
aesr-6169	184	4	specification	specification	PROPN
aesr-6169	184	5	3.6.1	3.6.1	NUM
aesr-6169	184	6	.	.	PUNCT
aesr-6169	184	7	total	total	ADJ
aesr-6169	184	8	factor	factor	NOUN
aesr-6169	184	9	productivity	productivity	NOUN
aesr-6169	184	10	(	(	PUNCT
aesr-6169	184	11	tfp	tfp	PROPN
aesr-6169	184	12	)	)	PUNCT
aesr-6169	184	13	𝑇𝐹𝑃	𝑇𝐹𝑃	PROPN
aesr-6169	184	14	=	=	SYM
aesr-6169	184	15	𝑙𝑜𝑔𝑌	𝑙𝑜𝑔𝑌	NOUN
aesr-6169	184	16	−	−	PROPN
aesr-6169	184	17	𝛽1𝑙𝑜𝑔𝐾	𝛽1𝑙𝑜𝑔𝐾	PROPN
aesr-6169	184	18	–	–	PUNCT
aesr-6169	184	19	𝛽2𝑙𝑜𝑔𝐿	𝛽2𝑙𝑜𝑔𝐿	X
aesr-6169	184	20	(	(	PUNCT
aesr-6169	184	21	3	3	X
aesr-6169	184	22	)	)	PUNCT
aesr-6169	184	23	where	where	SCONJ
aesr-6169	184	24	y	y	PROPN
aesr-6169	184	25	=	=	PUNCT
aesr-6169	184	26	output	output	PROPN
aesr-6169	184	27	.	.	PUNCT
aesr-6169	185	1	k=	k=	PUNCT
aesr-6169	186	1	capital	capital	NOUN
aesr-6169	186	2	.	.	PUNCT
aesr-6169	187	1	and	and	CCONJ
aesr-6169	187	2	l=	l=	ADJ
aesr-6169	187	3	labour	labour	ADJ
aesr-6169	187	4	costs	cost	NOUN
aesr-6169	187	5	.	.	PUNCT
aesr-6169	188	1	other	other	ADJ
aesr-6169	188	2	necessary	necessary	ADJ
aesr-6169	188	3	factors	factor	NOUN
aesr-6169	188	4	like	like	ADP
aesr-6169	188	5	land	land	NOUN
aesr-6169	188	6	,	,	PUNCT
aesr-6169	188	7	fertilizer	fertilizer	NOUN
aesr-6169	188	8	,	,	PUNCT
aesr-6169	188	9	feed	feed	NOUN
aesr-6169	188	10	cost	cost	NOUN
aesr-6169	188	11	etc	etc	NOUN
aesr-6169	188	12	.	.	PUNCT
aesr-6169	189	1	𝐸𝑥𝑝𝑙𝑖𝑐𝑖𝑡𝑙𝑦	𝐸𝑥𝑝𝑙𝑖𝑐𝑖𝑡𝑙𝑦	PROPN
aesr-6169	189	2	:	:	PUNCT
aesr-6169	189	3	𝑇𝐹𝑃	𝑇𝐹𝑃	PROPN
aesr-6169	189	4	=	=	SYM
aesr-6169	189	5	𝑙𝑜𝑔𝑌	𝑙𝑜𝑔𝑌	NOUN
aesr-6169	189	6	−	−	PROPN
aesr-6169	189	7	𝛽1𝑙𝑜𝑔𝑋1	𝛽1𝑙𝑜𝑔𝑋1	ADV
aesr-6169	189	8	−	−	PROPN
aesr-6169	189	9	𝛽2𝑙𝑜𝑔𝑋2	𝛽2𝑙𝑜𝑔𝑋2	ADJ
aesr-6169	189	10	−	−	PROPN
aesr-6169	189	11	𝛽3𝑙𝑜𝑔𝑋3	𝛽3𝑙𝑜𝑔𝑋3	NOUN
aesr-6169	189	12	−	−	PROPN
aesr-6169	189	13	𝛽4𝑙𝑜𝑔𝑋4	𝛽4𝑙𝑜𝑔𝑋4	ADJ
aesr-6169	189	14	−	−	PROPN
aesr-6169	189	15	𝛽5𝑙𝑜𝑔𝑋5(8	𝛽5𝑙𝑜𝑔𝑋5(8	NUM
aesr-6169	189	16	)	)	PUNCT
aesr-6169	189	17	where	where	SCONJ
aesr-6169	189	18	tfp	tfp	PROPN
aesr-6169	189	19	=	=	SYM
aesr-6169	189	20	total	total	NOUN
aesr-6169	189	21	factor	factor	NOUN
aesr-6169	189	22	productivity	productivity	NOUN
aesr-6169	189	23	logy	logy	NOUN
aesr-6169	189	24	=	=	SYM
aesr-6169	189	25	natural	natural	ADJ
aesr-6169	189	26	log	log	NOUN
aesr-6169	189	27	of	of	ADP
aesr-6169	189	28	output	output	NOUN
aesr-6169	189	29	logx1	logx1	NOUN
aesr-6169	189	30	-	-	PUNCT
aesr-6169	189	31	logx5	logx5	ADJ
aesr-6169	189	32	=	=	SYM
aesr-6169	189	33	natural	natural	ADJ
aesr-6169	189	34	logs	log	NOUN
aesr-6169	189	35	of	of	ADP
aesr-6169	189	36	inputs	input	NOUN
aesr-6169	189	37	like	like	ADP
aesr-6169	189	38	;	;	PUNCT
aesr-6169	189	39	land	land	NOUN
aesr-6169	189	40	,	,	PUNCT
aesr-6169	189	41	labour	labour	NOUN
aesr-6169	189	42	,	,	PUNCT
aesr-6169	189	43	capital	capital	NOUN
aesr-6169	189	44	,	,	PUNCT
aesr-6169	189	45	chemical	chemical	NOUN
aesr-6169	189	46	,	,	PUNCT
aesr-6169	189	47	feed	feed	NOUN
aesr-6169	189	48	etc	etc	X
aesr-6169	189	49	β1	β1	NOUN
aesr-6169	189	50	-	-	PUNCT
aesr-6169	189	51	β5	β5	NOUN
aesr-6169	189	52	=	=	NOUN
aesr-6169	189	53	coefficient	coefficient	NOUN
aesr-6169	189	54	of	of	ADP
aesr-6169	189	55	parameters	parameter	NOUN
aesr-6169	189	56	3.6.2	3.6.2	NUM
aesr-6169	189	57	.	.	PUNCT
aesr-6169	190	1	propensity	propensity	NOUN
aesr-6169	190	2	score	score	NOUN
aesr-6169	190	3	matching	matching	NOUN
aesr-6169	190	4	(	(	PUNCT
aesr-6169	190	5	psm	psm	PROPN
aesr-6169	190	6	)	)	PUNCT
aesr-6169	190	7	since	since	SCONJ
aesr-6169	190	8	the	the	DET
aesr-6169	190	9	1990s	1990	NOUN
aesr-6169	190	10	,	,	PUNCT
aesr-6169	190	11	propensity	propensity	NOUN
aesr-6169	190	12	score	score	NOUN
aesr-6169	190	13	matching	matching	NOUN
aesr-6169	190	14	has	have	AUX
aesr-6169	190	15	been	be	AUX
aesr-6169	190	16	widely	widely	ADV
aesr-6169	190	17	used	use	VERB
aesr-6169	190	18	in	in	ADP
aesr-6169	190	19	economics	economic	NOUN
aesr-6169	190	20	to	to	PART
aesr-6169	190	21	assess	assess	VERB
aesr-6169	190	22	the	the	DET
aesr-6169	190	23	effects	effect	NOUN
aesr-6169	190	24	of	of	ADP
aesr-6169	190	25	a	a	DET
aesr-6169	190	26	program	program	NOUN
aesr-6169	190	27	or	or	CCONJ
aesr-6169	190	28	intervention	intervention	NOUN
aesr-6169	190	29	on	on	ADP
aesr-6169	190	30	the	the	DET
aesr-6169	190	31	economy	economy	NOUN
aesr-6169	190	32	.	.	PUNCT
aesr-6169	191	1	ravallion	ravallion	NOUN
aesr-6169	192	1	[	[	X
aesr-6169	192	2	27	27	NUM
aesr-6169	192	3	]	]	PUNCT
aesr-6169	192	4	reiterated	reiterate	VERB
aesr-6169	192	5	by	by	ADP
aesr-6169	192	6	mapila	mapila	PROPN
aesr-6169	192	7	,	,	PUNCT
aesr-6169	192	8	et	et	PROPN
aesr-6169	192	9	al	al	PROPN
aesr-6169	192	10	.	.	PUNCT
aesr-6169	193	1	[	[	X
aesr-6169	193	2	28	28	NUM
aesr-6169	193	3	]	]	PUNCT
aesr-6169	193	4	posits	posit	NOUN
aesr-6169	193	5	that	that	SCONJ
aesr-6169	193	6	propensity	propensity	NOUN
aesr-6169	193	7	score	score	NOUN
aesr-6169	193	8	matching	matching	NOUN
aesr-6169	193	9	involves	involve	VERB
aesr-6169	193	10	the	the	DET
aesr-6169	193	11	identification	identification	NOUN
aesr-6169	193	12	of	of	ADP
aesr-6169	193	13	two	two	NUM
aesr-6169	193	14	groups	group	NOUN
aesr-6169	193	15	:	:	PUNCT
aesr-6169	193	16	those	those	PRON
aesr-6169	193	17	who	who	PRON
aesr-6169	193	18	participated	participate	VERB
aesr-6169	193	19	in	in	ADP
aesr-6169	193	20	the	the	DET
aesr-6169	193	21	intervention	intervention	NOUN
aesr-6169	193	22	(	(	PUNCT
aesr-6169	193	23	access	access	NOUN
aesr-6169	193	24	to	to	ADP
aesr-6169	193	25	credit	credit	NOUN
aesr-6169	193	26	in	in	ADP
aesr-6169	193	27	this	this	DET
aesr-6169	193	28	study	study	NOUN
aesr-6169	193	29	)	)	PUNCT
aesr-6169	193	30	,	,	PUNCT
aesr-6169	193	31	represented	represent	VERB
aesr-6169	193	32	by	by	ADP
aesr-6169	193	33	ht=1	ht=1	PROPN
aesr-6169	193	34	for	for	ADP
aesr-6169	193	35	beneficiary	beneficiary	NOUN
aesr-6169	193	36	farmers	farmer	NOUN
aesr-6169	193	37	,	,	PUNCT
aesr-6169	193	38	and	and	CCONJ
aesr-6169	193	39	those	those	PRON
aesr-6169	193	40	who	who	PRON
aesr-6169	193	41	did	do	AUX
aesr-6169	193	42	not	not	PART
aesr-6169	193	43	participate	participate	VERB
aesr-6169	193	44	,	,	PUNCT
aesr-6169	193	45	represented	represent	VERB
aesr-6169	193	46	by	by	ADP
aesr-6169	193	47	ht=0	ht=0	ADJ
aesr-6169	193	48	for	for	ADP
aesr-6169	193	49	nonbeneficiary	nonbeneficiary	ADJ
aesr-6169	193	50	farmers	farmer	NOUN
aesr-6169	193	51	.	.	PUNCT
aesr-6169	194	1	farmers	farmer	NOUN
aesr-6169	194	2	receiving	receive	VERB
aesr-6169	194	3	intervention	intervention	NOUN
aesr-6169	194	4	benefits	benefit	NOUN
aesr-6169	194	5	are	be	AUX
aesr-6169	194	6	paired	pair	VERB
aesr-6169	194	7	with	with	ADP
aesr-6169	194	8	non	non	ADJ
aesr-6169	194	9	-	-	ADJ
aesr-6169	194	10	beneficiary	beneficiary	ADJ
aesr-6169	194	11	farmers	farmer	NOUN
aesr-6169	194	12	based	base	VERB
aesr-6169	194	13	on	on	ADP
aesr-6169	194	14	the	the	DET
aesr-6169	194	15	likelihood	likelihood	NOUN
aesr-6169	194	16	that	that	SCONJ
aesr-6169	194	17	the	the	DET
aesr-6169	194	18	latter	latter	ADJ
aesr-6169	194	19	would	would	AUX
aesr-6169	194	20	have	have	AUX
aesr-6169	194	21	benefitted	benefit	VERB
aesr-6169	194	22	from	from	ADP
aesr-6169	194	23	the	the	DET
aesr-6169	194	24	intervention	intervention	NOUN
aesr-6169	194	25	,	,	PUNCT
aesr-6169	194	26	referred	refer	VERB
aesr-6169	194	27	to	to	ADP
aesr-6169	194	28	as	as	ADP
aesr-6169	194	29	the	the	DET
aesr-6169	194	30	propensity	propensity	NOUN
aesr-6169	194	31	score	score	NOUN
aesr-6169	194	32	.	.	PUNCT
aesr-6169	195	1	propensity	propensity	NOUN
aesr-6169	195	2	score	score	NOUN
aesr-6169	195	3	matching	matching	NOUN
aesr-6169	195	4	was	be	AUX
aesr-6169	195	5	used	use	VERB
aesr-6169	195	6	to	to	PART
aesr-6169	195	7	analyze	analyze	VERB
aesr-6169	195	8	impact	impact	NOUN
aesr-6169	195	9	of	of	ADP
aesr-6169	195	10	agricultural	agricultural	ADJ
aesr-6169	195	11	credit	credit	NOUN
aesr-6169	195	12	on	on	ADP
aesr-6169	195	13	farmers	farmer	NOUN
aesr-6169	195	14	’	'	PUNCT
aesr-6169	195	15	productivity	productivity	NOUN
aesr-6169	195	16	.	.	PUNCT
aesr-6169	196	1	it	it	PRON
aesr-6169	196	2	was	be	AUX
aesr-6169	196	3	used	use	VERB
aesr-6169	196	4	to	to	PART
aesr-6169	196	5	compare	compare	VERB
aesr-6169	196	6	the	the	DET
aesr-6169	196	7	outcome	outcome	NOUN
aesr-6169	196	8	of	of	ADP
aesr-6169	196	9	those	those	PRON
aesr-6169	196	10	benefited	benefit	VERB
aesr-6169	196	11	from	from	ADP
aesr-6169	196	12	agricultural	agricultural	ADJ
aesr-6169	196	13	credit	credit	NOUN
aesr-6169	196	14	and	and	CCONJ
aesr-6169	196	15	those	those	PRON
aesr-6169	196	16	who	who	PRON
aesr-6169	196	17	did	do	VERB
aesr-6169	196	18	not	not	PART
aesr-6169	196	19	.	.	PUNCT
aesr-6169	197	1	𝑌𝑖	𝑌𝑖	NOUN
aesr-6169	197	2	=	=	PUNCT
aesr-6169	197	3	𝑋1	𝑋1	PROPN
aesr-6169	197	4	+	+	CCONJ
aesr-6169	197	5	𝑋2	𝑋2	VERB
aesr-6169	197	6	+	+	ADJ
aesr-6169	197	7	𝑋3	𝑋3	NOUN
aesr-6169	197	8	+	+	CCONJ
aesr-6169	197	9	−	−	NOUN
aesr-6169	197	10	−	−	PROPN
aesr-6169	198	1	−𝑋𝑛	−𝑋𝑛	PROPN
aesr-6169	198	2	+	+	CCONJ
aesr-6169	198	3	є	є	PROPN
aesr-6169	198	4	(	(	PUNCT
aesr-6169	198	5	4	4	NUM
aesr-6169	198	6	)	)	PUNCT
aesr-6169	198	7	let	let	VERB
aesr-6169	198	8	y1	y1	NOUN
aesr-6169	198	9	=	=	SYM
aesr-6169	198	10	beneficiary	beneficiary	NOUN
aesr-6169	198	11	of	of	ADP
aesr-6169	198	12	agricultural	agricultural	ADJ
aesr-6169	198	13	credit	credit	NOUN
aesr-6169	198	14	.	.	PUNCT
aesr-6169	199	1	y0	y0	NOUN
aesr-6169	199	2	=	=	SYM
aesr-6169	199	3	non	non	ADJ
aesr-6169	199	4	-	-	ADJ
aesr-6169	199	5	beneficiary	beneficiary	ADJ
aesr-6169	199	6	.	.	PUNCT
aesr-6169	200	1	if	if	SCONJ
aesr-6169	200	2	a	a	DET
aesr-6169	200	3	farmer	farmer	NOUN
aesr-6169	200	4	is	be	AUX
aesr-6169	200	5	a	a	DET
aesr-6169	200	6	recipient	recipient	NOUN
aesr-6169	200	7	of	of	ADP
aesr-6169	200	8	agricultural	agricultural	ADJ
aesr-6169	200	9	credit	credit	NOUN
aesr-6169	200	10	,	,	PUNCT
aesr-6169	200	11	z	z	NOUN
aesr-6169	200	12	,	,	PUNCT
aesr-6169	200	13	an	an	DET
aesr-6169	200	14	indicator	indicator	NOUN
aesr-6169	200	15	variable	variable	NOUN
aesr-6169	200	16	,	,	PUNCT
aesr-6169	200	17	equals	equal	VERB
aesr-6169	200	18	1	1	NUM
aesr-6169	200	19	(	(	PUNCT
aesr-6169	200	20	z=1	z=1	NUM
aesr-6169	200	21	)	)	PUNCT
aesr-6169	200	22	;	;	PUNCT
aesr-6169	200	23	if	if	SCONJ
aesr-6169	200	24	not	not	PART
aesr-6169	200	25	,	,	PUNCT
aesr-6169	200	26	z=0	z=0	PROPN
aesr-6169	200	27	.	.	PUNCT
aesr-6169	201	1	this	this	PRON
aesr-6169	201	2	indicates	indicate	VERB
aesr-6169	201	3	if	if	SCONJ
aesr-6169	201	4	the	the	DET
aesr-6169	201	5	farmer	farmer	NOUN
aesr-6169	201	6	really	really	ADV
aesr-6169	201	7	got	get	VERB
aesr-6169	201	8	treatment	treatment	NOUN
aesr-6169	201	9	(	(	PUNCT
aesr-6169	201	10	credit	credit	NOUN
aesr-6169	201	11	)	)	PUNCT
aesr-6169	201	12	.	.	PUNCT
aesr-6169	202	1	x	x	PUNCT
aesr-6169	202	2	represents	represent	VERB
aesr-6169	202	3	a	a	DET
aesr-6169	202	4	vector	vector	NOUN
aesr-6169	202	5	of	of	ADP
aesr-6169	202	6	control	control	NOUN
aesr-6169	202	7	variables	variable	NOUN
aesr-6169	202	8	.	.	PUNCT
aesr-6169	203	1	data	datum	NOUN
aesr-6169	203	2	on	on	ADP
aesr-6169	203	3	program	program	NOUN
aesr-6169	203	4	recipients	recipient	NOUN
aesr-6169	203	5	indicate	indicate	VERB
aesr-6169	203	6	the	the	DET
aesr-6169	203	7	average	average	ADJ
aesr-6169	203	8	result	result	NOUN
aesr-6169	203	9	among	among	ADP
aesr-6169	203	10	the	the	DET
aesr-6169	203	11	treated	treat	VERB
aesr-6169	203	12	e(y1|x	e(y1|x	NOUN
aesr-6169	203	13	,	,	PUNCT
aesr-6169	203	14	z=1	z=1	NUM
aesr-6169	203	15	)	)	PUNCT
aesr-6169	203	16	.	.	PUNCT
aesr-6169	204	1	thus	thus	ADV
aesr-6169	204	2	,	,	PUNCT
aesr-6169	204	3	att	att	PROPN
aesr-6169	204	4	of	of	ADP
aesr-6169	204	5	the	the	DET
aesr-6169	204	6	scheme	scheme	NOUN
aesr-6169	204	7	can	can	AUX
aesr-6169	204	8	be	be	AUX
aesr-6169	204	9	estimated	estimate	VERB
aesr-6169	204	10	as	as	ADP
aesr-6169	204	11	:	:	PUNCT
aesr-6169	204	12	𝐴𝑇𝑇	𝐴𝑇𝑇	VERB
aesr-6169	204	13	=	=	PUNCT
aesr-6169	204	14	𝐸(𝑌1	𝐸(𝑌1	NOUN
aesr-6169	204	15	−	−	NOUN
aesr-6169	204	16	𝑌0|	𝑌0|	NOUN
aesr-6169	204	17	,	,	PUNCT
aesr-6169	204	18	𝑍	𝑍	NOUN
aesr-6169	204	19	=	=	SYM
aesr-6169	204	20	1	1	NUM
aesr-6169	204	21	)	)	PUNCT
aesr-6169	204	22	(	(	PUNCT
aesr-6169	204	23	5	5	X
aesr-6169	204	24	)	)	PUNCT
aesr-6169	204	25	=	=	SYM
aesr-6169	204	26	𝐸(𝑌1|	𝐸(𝑌1|	PROPN
aesr-6169	204	27	,	,	PUNCT
aesr-6169	204	28	𝑍	𝑍	NOUN
aesr-6169	204	29	=	=	SYM
aesr-6169	204	30	1	1	NUM
aesr-6169	204	31	)	)	PUNCT
aesr-6169	204	32	−	−	NOUN
aesr-6169	205	1	𝐸𝑝|𝑧	𝐸𝑝|𝑧	NOUN
aesr-6169	206	1	=	=	SYM
aesr-6169	206	2	1	1	NUM
aesr-6169	206	3	{	{	PUNCT
aesr-6169	206	4	𝐸𝑌(𝑌0|𝑍	𝐸𝑌(𝑌0|𝑍	NOUN
aesr-6169	206	5	=	=	SYM
aesr-6169	206	6	1	1	NUM
aesr-6169	206	7	,	,	PUNCT
aesr-6169	206	8	𝑃	𝑃	NOUN
aesr-6169	206	9	)	)	PUNCT
aesr-6169	206	10	}	}	PUNCT
aesr-6169	206	11	(	(	PUNCT
aesr-6169	206	12	6	6	NUM
aesr-6169	206	13	)	)	PUNCT
aesr-6169	206	14	=	=	SYM
aesr-6169	206	15	𝐸(𝑌1|	𝐸(𝑌1|	PROPN
aesr-6169	206	16	,	,	PUNCT
aesr-6169	206	17	𝑍	𝑍	NOUN
aesr-6169	206	18	=	=	SYM
aesr-6169	206	19	1	1	NUM
aesr-6169	206	20	)	)	PUNCT
aesr-6169	206	21	−	−	NOUN
aesr-6169	206	22	𝐸𝑝|𝑧	𝐸𝑝|𝑧	NOUN
aesr-6169	207	1	=	=	SYM
aesr-6169	207	2	1	1	NUM
aesr-6169	207	3	{	{	PUNCT
aesr-6169	207	4	𝐸𝑌(𝑌0|𝑍	𝐸𝑌(𝑌0|𝑍	NOUN
aesr-6169	207	5	=	=	SYM
aesr-6169	207	6	0	0	NUM
aesr-6169	207	7	,	,	PUNCT
aesr-6169	207	8	𝑃	𝑃	NOUN
aesr-6169	207	9	)	)	PUNCT
aesr-6169	207	10	}	}	PUNCT
aesr-6169	207	11	(	(	PUNCT
aesr-6169	207	12	7	7	X
aesr-6169	207	13	)	)	PUNCT
aesr-6169	207	14	where	where	SCONJ
aesr-6169	207	15	the	the	DET
aesr-6169	207	16	first	first	ADJ
aesr-6169	207	17	term	term	NOUN
aesr-6169	207	18	of	of	ADP
aesr-6169	207	19	the	the	DET
aesr-6169	207	20	above	above	ADJ
aesr-6169	207	21	expression	expression	NOUN
aesr-6169	207	22	can	can	AUX
aesr-6169	207	23	be	be	AUX
aesr-6169	207	24	estimated	estimate	VERB
aesr-6169	207	25	from	from	ADP
aesr-6169	207	26	the	the	DET
aesr-6169	207	27	treatment	treatment	NOUN
aesr-6169	207	28	group	group	NOUN
aesr-6169	207	29	and	and	CCONJ
aesr-6169	207	30	the	the	DET
aesr-6169	207	31	second	second	ADJ
aesr-6169	207	32	term	term	NOUN
aesr-6169	207	33	from	from	ADP
aesr-6169	207	34	the	the	DET
aesr-6169	207	35	mean	mean	ADJ
aesr-6169	207	36	outcome	outcome	NOUN
aesr-6169	207	37	of	of	ADP
aesr-6169	207	38	the	the	DET
aesr-6169	207	39	matched	match	VERB
aesr-6169	207	40	(	(	PUNCT
aesr-6169	207	41	on	on	ADP
aesr-6169	207	42	p	p	NOUN
aesr-6169	207	43	)	)	PUNCT
aesr-6169	207	44	comparison	comparison	NOUN
aesr-6169	207	45	groups	group	NOUN
aesr-6169	207	46	.	.	PUNCT
aesr-6169	208	1	table	table	NOUN
aesr-6169	208	2	1	1	NUM
aesr-6169	208	3	,	,	PUNCT
aesr-6169	208	4	shows	show	VERB
aesr-6169	208	5	the	the	DET
aesr-6169	208	6	summary	summary	NOUN
aesr-6169	208	7	of	of	ADP
aesr-6169	208	8	the	the	DET
aesr-6169	208	9	objectives	objective	NOUN
aesr-6169	208	10	of	of	ADP
aesr-6169	208	11	the	the	DET
aesr-6169	208	12	study	study	NOUN
aesr-6169	208	13	and	and	CCONJ
aesr-6169	208	14	analytical	analytical	ADJ
aesr-6169	208	15	technique(s	technique(s	NOUN
aesr-6169	208	16	)	)	PUNCT
aesr-6169	208	17	used	use	VERB
aesr-6169	208	18	for	for	ADP
aesr-6169	208	19	each	each	PRON
aesr-6169	208	20	of	of	ADP
aesr-6169	208	21	the	the	DET
aesr-6169	208	22	objective	objective	NOUN
aesr-6169	208	23	.	.	PUNCT
aesr-6169	209	1	table	table	NOUN
aesr-6169	209	2	1	1	NUM
aesr-6169	209	3	.	.	PUNCT
aesr-6169	210	1	summary	summary	NOUN
aesr-6169	210	2	of	of	ADP
aesr-6169	210	3	objectives	objective	NOUN
aesr-6169	210	4	and	and	CCONJ
aesr-6169	210	5	analytical	analytical	ADJ
aesr-6169	210	6	techniques	technique	NOUN
aesr-6169	210	7	.	.	PUNCT
aesr-6169	211	1	s	s	X
aesr-6169	211	2	/	/	SYM
aesr-6169	211	3	n	n	PROPN
aesr-6169	211	4	objectives	objective	VERB
aesr-6169	211	5	description	description	NOUN
aesr-6169	211	6	analytical	analytical	ADJ
aesr-6169	211	7	technique	technique	NOUN
aesr-6169	211	8	1	1	NUM
aesr-6169	211	9	describe	describe	VERB
aesr-6169	211	10	the	the	DET
aesr-6169	211	11	socio	socio	NOUN
aesr-6169	211	12	-	-	PUNCT
aesr-6169	211	13	economic	economic	ADJ
aesr-6169	211	14	characteristics	characteristic	NOUN
aesr-6169	211	15	of	of	ADP
aesr-6169	211	16	the	the	DET
aesr-6169	211	17	boa	boa	PROPN
aesr-6169	211	18	credit	credit	NOUN
aesr-6169	211	19	beneficiaries	beneficiary	NOUN
aesr-6169	211	20	and	and	CCONJ
aesr-6169	211	21	non	non	NOUN
aesr-6169	211	22	-	-	NOUN
aesr-6169	211	23	beneficiaries	beneficiary	NOUN
aesr-6169	211	24	.	.	PUNCT
aesr-6169	212	1	nigeria	nigeria	PROPN
aesr-6169	212	2	.	.	PUNCT
aesr-6169	213	1	age	age	NOUN
aesr-6169	213	2	,	,	PUNCT
aesr-6169	213	3	gender	gender	NOUN
aesr-6169	213	4	,	,	PUNCT
aesr-6169	213	5	marital	marital	ADJ
aesr-6169	213	6	status	status	NOUN
aesr-6169	213	7	.	.	PUNCT
aesr-6169	214	1	descriptive	descriptive	ADJ
aesr-6169	214	2	statistics	statistic	NOUN
aesr-6169	214	3	such	such	ADJ
aesr-6169	214	4	as	as	ADP
aesr-6169	214	5	frequency	frequency	NOUN
aesr-6169	214	6	,	,	PUNCT
aesr-6169	214	7	percentages	percentage	NOUN
aesr-6169	214	8	and	and	CCONJ
aesr-6169	214	9	means	mean	VERB
aesr-6169	214	10	.	.	PUNCT
aesr-6169	214	11	2	2	NUM
aesr-6169	214	12	analyze	analyze	VERB
aesr-6169	214	13	the	the	DET
aesr-6169	214	14	productivity	productivity	NOUN
aesr-6169	214	15	differentials	differential	NOUN
aesr-6169	214	16	between	between	ADP
aesr-6169	214	17	the	the	DET
aesr-6169	214	18	beneficiaries	beneficiary	NOUN
aesr-6169	214	19	and	and	CCONJ
aesr-6169	214	20	nonbeneficiaries	nonbeneficiarie	NOUN
aesr-6169	214	21	of	of	ADP
aesr-6169	214	22	boa	boa	NOUN
aesr-6169	214	23	credits	credit	NOUN
aesr-6169	214	24	in	in	ADP
aesr-6169	214	25	southwest	southwest	PROPN
aesr-6169	214	26	nigeria	nigeria	PROPN
aesr-6169	214	27	.	.	PUNCT
aesr-6169	215	1	the	the	DET
aesr-6169	215	2	diverse	diverse	ADJ
aesr-6169	215	3	ways	way	NOUN
aesr-6169	215	4	in	in	ADP
aesr-6169	215	5	which	which	PRON
aesr-6169	215	6	farmer	farmer	NOUN
aesr-6169	215	7	improve	improve	VERB
aesr-6169	215	8	their	their	PRON
aesr-6169	215	9	productivity	productivity	NOUN
aesr-6169	215	10	.	.	PUNCT
aesr-6169	216	1	the	the	DET
aesr-6169	216	2	factors	factor	NOUN
aesr-6169	216	3	to	to	PART
aesr-6169	216	4	be	be	AUX
aesr-6169	216	5	considered	consider	VERB
aesr-6169	216	6	are	be	AUX
aesr-6169	216	7	production	production	NOUN
aesr-6169	216	8	factors	factor	NOUN
aesr-6169	216	9	:	:	PUNCT
aesr-6169	216	10	inputs	input	NOUN
aesr-6169	216	11	and	and	CCONJ
aesr-6169	216	12	output	output	NOUN
aesr-6169	216	13	.	.	PUNCT
aesr-6169	217	1	total	total	ADJ
aesr-6169	217	2	factor	factor	NOUN
aesr-6169	217	3	productivity	productivity	NOUN
aesr-6169	217	4	(	(	PUNCT
aesr-6169	217	5	tfp	tfp	PROPN
aesr-6169	217	6	)	)	PUNCT
aesr-6169	217	7	and	and	CCONJ
aesr-6169	217	8	t	t	PROPN
aesr-6169	217	9	-	-	PUNCT
aesr-6169	217	10	test	test	NOUN
aesr-6169	217	11	.	.	PUNCT
aesr-6169	218	1	3	3	NUM
aesr-6169	218	2	analyze	analyze	VERB
aesr-6169	218	3	the	the	DET
aesr-6169	218	4	effect	effect	NOUN
aesr-6169	218	5	of	of	ADP
aesr-6169	218	6	boa	boa	PROPN
aesr-6169	218	7	credit	credit	NOUN
aesr-6169	218	8	on	on	ADP
aesr-6169	218	9	farm	farm	NOUN
aesr-6169	218	10	productivity	productivity	NOUN
aesr-6169	218	11	of	of	ADP
aesr-6169	218	12	the	the	DET
aesr-6169	218	13	beneficiaries	beneficiary	NOUN
aesr-6169	218	14	in	in	ADP
aesr-6169	218	15	the	the	DET
aesr-6169	218	16	south	south	ADJ
aesr-6169	218	17	-	-	PUNCT
aesr-6169	218	18	western	western	ADJ
aesr-6169	218	19	nigeria	nigeria	PROPN
aesr-6169	218	20	.	.	PUNCT
aesr-6169	219	1	different	different	ADJ
aesr-6169	219	2	ways	way	NOUN
aesr-6169	219	3	in	in	ADP
aesr-6169	219	4	which	which	PRON
aesr-6169	219	5	farmers	farmer	NOUN
aesr-6169	219	6	make	make	VERB
aesr-6169	219	7	a	a	DET
aesr-6169	219	8	living	living	NOUN
aesr-6169	219	9	and	and	CCONJ
aesr-6169	219	10	build	build	VERB
aesr-6169	219	11	their	their	PRON
aesr-6169	219	12	worlds	world	NOUN
aesr-6169	219	13	,	,	PUNCT
aesr-6169	219	14	e.g.	e.g.	ADV
aesr-6169	219	15	improve	improve	VERB
aesr-6169	219	16	productivity	productivity	NOUN
aesr-6169	219	17	,	,	PUNCT
aesr-6169	219	18	increased	increase	VERB
aesr-6169	219	19	income	income	NOUN
aesr-6169	219	20	,	,	PUNCT
aesr-6169	219	21	improved	improved	ADJ
aesr-6169	219	22	welfare	welfare	NOUN
aesr-6169	219	23	etc	etc	X
aesr-6169	219	24	.	.	X
aesr-6169	219	25	propensity	propensity	NOUN
aesr-6169	219	26	score	score	NOUN
aesr-6169	219	27	matching	matching	NOUN
aesr-6169	219	28	(	(	PUNCT
aesr-6169	219	29	psm	psm	NOUN
aesr-6169	219	30	)	)	PUNCT
aesr-6169	219	31	.	.	PUNCT
aesr-6169	220	1	agriculture	agriculture	NOUN
aesr-6169	220	2	and	and	CCONJ
aesr-6169	220	3	food	food	NOUN
aesr-6169	220	4	sciences	sciences	PROPN
aesr-6169	220	5	research	research	NOUN
aesr-6169	220	6	,	,	PUNCT
aesr-6169	220	7	2024	2024	NUM
aesr-6169	220	8	,	,	PUNCT
aesr-6169	220	9	11(2	11(2	NUM
aesr-6169	220	10	):	):	PUNCT
aesr-6169	220	11	87	87	NUM
aesr-6169	220	12	-	-	SYM
aesr-6169	220	13	95	95	NUM
aesr-6169	220	14	92	92	NUM
aesr-6169	221	1	©	©	ADP
aesr-6169	221	2	2024by	2024by	NOUN
aesr-6169	221	3	the	the	DET
aesr-6169	221	4	authors	author	NOUN
aesr-6169	221	5	;	;	PUNCT
aesr-6169	221	6	licensee	licensee	PROPN
aesr-6169	221	7	asian	asian	ADJ
aesr-6169	221	8	online	online	PROPN
aesr-6169	221	9	journal	journal	PROPN
aesr-6169	221	10	publishing	publishing	NOUN
aesr-6169	221	11	group	group	PROPN
aesr-6169	221	12	4	4	NUM
aesr-6169	221	13	.	.	NOUN
aesr-6169	221	14	result	result	NOUN
aesr-6169	221	15	and	and	CCONJ
aesr-6169	221	16	discussion	discussion	NOUN
aesr-6169	221	17	sex	sex	NOUN
aesr-6169	221	18	:	:	PUNCT
aesr-6169	221	19	table	table	NOUN
aesr-6169	221	20	2	2	NUM
aesr-6169	221	21	results	result	NOUN
aesr-6169	221	22	showed	show	VERB
aesr-6169	221	23	that	that	SCONJ
aesr-6169	221	24	majority	majority	NOUN
aesr-6169	221	25	(	(	PUNCT
aesr-6169	221	26	87.1	87.1	NUM
aesr-6169	221	27	percent	percent	NOUN
aesr-6169	221	28	)	)	PUNCT
aesr-6169	221	29	of	of	ADP
aesr-6169	221	30	respondents	respondent	NOUN
aesr-6169	221	31	were	be	AUX
aesr-6169	221	32	male	male	ADJ
aesr-6169	221	33	while	while	SCONJ
aesr-6169	221	34	only	only	ADV
aesr-6169	221	35	12.9	12.9	NUM
aesr-6169	221	36	percent	percent	NOUN
aesr-6169	221	37	were	be	AUX
aesr-6169	221	38	female	female	ADJ
aesr-6169	221	39	.	.	PUNCT
aesr-6169	222	1	it	it	PRON
aesr-6169	222	2	also	also	ADV
aesr-6169	222	3	indicated	indicate	VERB
aesr-6169	222	4	that	that	SCONJ
aesr-6169	222	5	91.1	91.1	NUM
aesr-6169	222	6	percent	percent	NOUN
aesr-6169	222	7	of	of	ADP
aesr-6169	222	8	credit	credit	NOUN
aesr-6169	222	9	beneficiaries	beneficiary	NOUN
aesr-6169	222	10	were	be	AUX
aesr-6169	222	11	male	male	ADJ
aesr-6169	222	12	while	while	SCONJ
aesr-6169	222	13	female	female	ADJ
aesr-6169	222	14	beneficiaries	beneficiary	NOUN
aesr-6169	222	15	were	be	AUX
aesr-6169	222	16	just	just	ADV
aesr-6169	222	17	8.9	8.9	NUM
aesr-6169	222	18	percent	percent	NOUN
aesr-6169	222	19	,	,	PUNCT
aesr-6169	222	20	85.7	85.7	NUM
aesr-6169	222	21	percent	percent	NOUN
aesr-6169	222	22	of	of	ADP
aesr-6169	222	23	non	non	NOUN
aesr-6169	222	24	-	-	NOUN
aesr-6169	222	25	beneficiaries	beneficiary	NOUN
aesr-6169	222	26	were	be	AUX
aesr-6169	222	27	male	male	ADJ
aesr-6169	222	28	while	while	SCONJ
aesr-6169	222	29	14.3	14.3	NUM
aesr-6169	222	30	percent	percent	NOUN
aesr-6169	222	31	were	be	AUX
aesr-6169	222	32	female	female	ADJ
aesr-6169	222	33	.	.	PUNCT
aesr-6169	223	1	this	this	PRON
aesr-6169	223	2	shows	show	VERB
aesr-6169	223	3	that	that	SCONJ
aesr-6169	223	4	male	male	NOUN
aesr-6169	223	5	dominated	dominate	VERB
aesr-6169	223	6	agricultural	agricultural	ADJ
aesr-6169	223	7	production	production	NOUN
aesr-6169	223	8	in	in	ADP
aesr-6169	223	9	the	the	DET
aesr-6169	223	10	study	study	NOUN
aesr-6169	223	11	area	area	NOUN
aesr-6169	223	12	and	and	CCONJ
aesr-6169	223	13	that	that	DET
aesr-6169	223	14	male	male	NOUN
aesr-6169	223	15	benefited	benefit	VERB
aesr-6169	223	16	more	more	ADV
aesr-6169	223	17	from	from	ADP
aesr-6169	223	18	bank	bank	NOUN
aesr-6169	223	19	of	of	ADP
aesr-6169	223	20	agriculture	agriculture	NOUN
aesr-6169	223	21	credit	credit	NOUN
aesr-6169	223	22	than	than	ADP
aesr-6169	223	23	female	female	NOUN
aesr-6169	223	24	.	.	PUNCT
aesr-6169	224	1	age	age	NOUN
aesr-6169	224	2	:	:	PUNCT
aesr-6169	224	3	it	it	PRON
aesr-6169	224	4	was	be	AUX
aesr-6169	224	5	revealed	reveal	VERB
aesr-6169	224	6	that	that	SCONJ
aesr-6169	224	7	8	8	NUM
aesr-6169	224	8	percent	percent	NOUN
aesr-6169	224	9	of	of	ADP
aesr-6169	224	10	beneficiaries	beneficiary	NOUN
aesr-6169	224	11	have	have	VERB
aesr-6169	224	12	age	age	NOUN
aesr-6169	224	13	below	below	ADP
aesr-6169	224	14	30	30	NUM
aesr-6169	224	15	years	year	NOUN
aesr-6169	224	16	while	while	SCONJ
aesr-6169	224	17	10.2	10.2	NUM
aesr-6169	224	18	percent	percent	NOUN
aesr-6169	224	19	of	of	ADP
aesr-6169	224	20	nonbeneficiaries	nonbeneficiarie	NOUN
aesr-6169	224	21	belong	belong	VERB
aesr-6169	224	22	to	to	ADP
aesr-6169	224	23	this	this	DET
aesr-6169	224	24	age	age	NOUN
aesr-6169	224	25	bracket	bracket	NOUN
aesr-6169	224	26	and	and	CCONJ
aesr-6169	224	27	the	the	DET
aesr-6169	224	28	pooled	pooled	ADJ
aesr-6169	224	29	response	response	NOUN
aesr-6169	224	30	was	be	AUX
aesr-6169	224	31	9.6	9.6	NUM
aesr-6169	224	32	percent	percent	NOUN
aesr-6169	224	33	.	.	PUNCT
aesr-6169	225	1	only	only	ADV
aesr-6169	225	2	8	8	NUM
aesr-6169	225	3	percent	percent	NOUN
aesr-6169	225	4	and	and	CCONJ
aesr-6169	225	5	9.7	9.7	NUM
aesr-6169	225	6	percent	percent	NOUN
aesr-6169	225	7	of	of	ADP
aesr-6169	225	8	beneficiaries	beneficiary	NOUN
aesr-6169	225	9	and	and	CCONJ
aesr-6169	225	10	non	non	NOUN
aesr-6169	225	11	-	-	NOUN
aesr-6169	225	12	beneficiaries	beneficiary	NOUN
aesr-6169	225	13	were	be	AUX
aesr-6169	225	14	above	above	ADP
aesr-6169	225	15	60	60	NUM
aesr-6169	225	16	years	year	NOUN
aesr-6169	225	17	respectively	respectively	ADV
aesr-6169	225	18	.	.	PUNCT
aesr-6169	226	1	the	the	DET
aesr-6169	226	2	mean	mean	ADJ
aesr-6169	226	3	age	age	NOUN
aesr-6169	226	4	were	be	AUX
aesr-6169	226	5	48.5	48.5	NUM
aesr-6169	226	6	years	year	NOUN
aesr-6169	226	7	,	,	PUNCT
aesr-6169	226	8	47.6	47.6	NUM
aesr-6169	226	9	years	year	NOUN
aesr-6169	226	10	and	and	CCONJ
aesr-6169	226	11	47.8	47.8	NUM
aesr-6169	226	12	years	year	NOUN
aesr-6169	226	13	respectively	respectively	ADV
aesr-6169	226	14	for	for	ADP
aesr-6169	226	15	the	the	DET
aesr-6169	226	16	beneficiaries	beneficiary	NOUN
aesr-6169	226	17	,	,	PUNCT
aesr-6169	226	18	non	non	NOUN
aesr-6169	226	19	-	-	NOUN
aesr-6169	226	20	beneficiaries	beneficiary	NOUN
aesr-6169	226	21	and	and	CCONJ
aesr-6169	226	22	pooled	pool	VERB
aesr-6169	226	23	data	datum	NOUN
aesr-6169	226	24	.	.	PUNCT
aesr-6169	227	1	the	the	DET
aesr-6169	227	2	average	average	ADJ
aesr-6169	227	3	age	age	NOUN
aesr-6169	227	4	of	of	ADP
aesr-6169	227	5	beneficiaries	beneficiary	NOUN
aesr-6169	227	6	is	be	AUX
aesr-6169	227	7	slightly	slightly	ADV
aesr-6169	227	8	higher	high	ADJ
aesr-6169	227	9	than	than	ADP
aesr-6169	227	10	that	that	PRON
aesr-6169	227	11	of	of	ADP
aesr-6169	227	12	non	non	NOUN
aesr-6169	227	13	-	-	NOUN
aesr-6169	227	14	beneficiaries	beneficiary	NOUN
aesr-6169	227	15	.	.	PUNCT
aesr-6169	228	1	this	this	PRON
aesr-6169	228	2	is	be	AUX
aesr-6169	228	3	in	in	ADP
aesr-6169	228	4	tandem	tandem	NOUN
aesr-6169	228	5	with	with	ADP
aesr-6169	228	6	findings	finding	NOUN
aesr-6169	228	7	of	of	ADP
aesr-6169	228	8	nosiru	nosiru	ADJ
aesr-6169	228	9	[	[	X
aesr-6169	228	10	29	29	NUM
aesr-6169	228	11	]	]	PUNCT
aesr-6169	228	12	in	in	ADP
aesr-6169	228	13	his	his	PRON
aesr-6169	228	14	work	work	NOUN
aesr-6169	228	15	where	where	SCONJ
aesr-6169	228	16	the	the	DET
aesr-6169	228	17	average	average	ADJ
aesr-6169	228	18	age	age	NOUN
aesr-6169	228	19	for	for	ADP
aesr-6169	228	20	beneficiaries	beneficiary	NOUN
aesr-6169	228	21	was	be	AUX
aesr-6169	228	22	45.48	45.48	NUM
aesr-6169	228	23	years	year	NOUN
aesr-6169	228	24	while	while	SCONJ
aesr-6169	228	25	that	that	PRON
aesr-6169	228	26	of	of	ADP
aesr-6169	228	27	non	non	NOUN
aesr-6169	228	28	-	-	NOUN
aesr-6169	228	29	beneficiaries	beneficiary	NOUN
aesr-6169	228	30	was	be	AUX
aesr-6169	228	31	43.54years	43.54year	NOUN
aesr-6169	228	32	.	.	PUNCT
aesr-6169	229	1	marital	marital	ADJ
aesr-6169	229	2	status	status	NOUN
aesr-6169	229	3	:	:	PUNCT
aesr-6169	229	4	it	it	PRON
aesr-6169	229	5	was	be	AUX
aesr-6169	229	6	revealed	reveal	VERB
aesr-6169	229	7	that	that	SCONJ
aesr-6169	229	8	about	about	ADV
aesr-6169	229	9	86	86	NUM
aesr-6169	229	10	percent	percent	NOUN
aesr-6169	229	11	of	of	ADP
aesr-6169	229	12	beneficiaries	beneficiary	NOUN
aesr-6169	229	13	and	and	CCONJ
aesr-6169	229	14	85	85	NUM
aesr-6169	229	15	percent	percent	NOUN
aesr-6169	229	16	of	of	ADP
aesr-6169	229	17	non	non	NOUN
aesr-6169	229	18	-	-	NOUN
aesr-6169	229	19	beneficiaries	beneficiary	NOUN
aesr-6169	229	20	were	be	AUX
aesr-6169	229	21	married	marry	VERB
aesr-6169	229	22	.	.	PUNCT
aesr-6169	230	1	percentage	percentage	NOUN
aesr-6169	230	2	of	of	ADP
aesr-6169	230	3	singles	single	NOUN
aesr-6169	230	4	beneficiaries	beneficiary	NOUN
aesr-6169	230	5	and	and	CCONJ
aesr-6169	230	6	non	non	NOUN
aesr-6169	230	7	-	-	NOUN
aesr-6169	230	8	beneficiaries	beneficiary	NOUN
aesr-6169	230	9	were	be	AUX
aesr-6169	230	10	4.9	4.9	NUM
aesr-6169	230	11	percent	percent	NOUN
aesr-6169	230	12	and	and	CCONJ
aesr-6169	230	13	9.7	9.7	NUM
aesr-6169	230	14	percent	percent	NOUN
aesr-6169	230	15	respectively	respectively	ADV
aesr-6169	230	16	while	while	SCONJ
aesr-6169	230	17	9.3	9.3	NUM
aesr-6169	230	18	percent	percent	NOUN
aesr-6169	230	19	of	of	ADP
aesr-6169	230	20	beneficiaries	beneficiary	NOUN
aesr-6169	230	21	and	and	CCONJ
aesr-6169	230	22	5.8	5.8	NUM
aesr-6169	230	23	percent	percent	NOUN
aesr-6169	230	24	of	of	ADP
aesr-6169	230	25	non	non	NOUN
aesr-6169	230	26	-	-	NOUN
aesr-6169	230	27	beneficiaries	beneficiary	NOUN
aesr-6169	230	28	were	be	AUX
aesr-6169	230	29	either	either	CCONJ
aesr-6169	230	30	divorced	divorced	ADJ
aesr-6169	230	31	,	,	PUNCT
aesr-6169	230	32	widowed	widow	VERB
aesr-6169	230	33	or	or	CCONJ
aesr-6169	230	34	separated	separate	VERB
aesr-6169	230	35	.	.	PUNCT
aesr-6169	231	1	this	this	PRON
aesr-6169	231	2	implies	imply	VERB
aesr-6169	231	3	that	that	SCONJ
aesr-6169	231	4	married	married	ADJ
aesr-6169	231	5	respondents	respondent	NOUN
aesr-6169	231	6	had	have	VERB
aesr-6169	231	7	access	access	NOUN
aesr-6169	231	8	to	to	ADP
aesr-6169	231	9	credit	credit	NOUN
aesr-6169	231	10	more	more	ADJ
aesr-6169	231	11	than	than	ADP
aesr-6169	231	12	others	other	NOUN
aesr-6169	231	13	.	.	PUNCT
aesr-6169	232	1	this	this	PRON
aesr-6169	232	2	conform	conform	VERB
aesr-6169	232	3	with	with	ADP
aesr-6169	232	4	olagunju	olagunju	NOUN
aesr-6169	232	5	[	[	X
aesr-6169	232	6	30	30	NUM
aesr-6169	232	7	]	]	PUNCT
aesr-6169	232	8	in	in	ADP
aesr-6169	232	9	her	she	PRON
aesr-6169	232	10	studywhere	studywhere	ADV
aesr-6169	232	11	78.30	78.30	NUM
aesr-6169	232	12	percent	percent	NOUN
aesr-6169	232	13	of	of	ADP
aesr-6169	232	14	the	the	DET
aesr-6169	232	15	respondents	respondent	NOUN
aesr-6169	232	16	were	be	AUX
aesr-6169	232	17	married	marry	VERB
aesr-6169	232	18	/	/	SYM
aesr-6169	232	19	engaged	engaged	ADJ
aesr-6169	232	20	.	.	PUNCT
aesr-6169	233	1	education	education	NOUN
aesr-6169	233	2	qualification	qualification	NOUN
aesr-6169	233	3	:	:	PUNCT
aesr-6169	233	4	results	result	NOUN
aesr-6169	233	5	in	in	ADP
aesr-6169	233	6	table	table	NOUN
aesr-6169	233	7	2	2	NUM
aesr-6169	233	8	showed	show	VERB
aesr-6169	233	9	that	that	SCONJ
aesr-6169	233	10	14.2	14.2	NUM
aesr-6169	233	11	percent	percent	NOUN
aesr-6169	233	12	of	of	ADP
aesr-6169	233	13	beneficiaries	beneficiary	NOUN
aesr-6169	233	14	had	have	VERB
aesr-6169	233	15	no	no	DET
aesr-6169	233	16	formal	formal	ADJ
aesr-6169	233	17	education	education	NOUN
aesr-6169	233	18	.	.	PUNCT
aesr-6169	234	1	the	the	DET
aesr-6169	234	2	percentage	percentage	NOUN
aesr-6169	234	3	of	of	ADP
aesr-6169	234	4	beneficiaries	beneficiary	NOUN
aesr-6169	234	5	and	and	CCONJ
aesr-6169	234	6	non	non	NOUN
aesr-6169	234	7	-	-	NOUN
aesr-6169	234	8	beneficiaries	beneficiary	NOUN
aesr-6169	234	9	that	that	PRON
aesr-6169	234	10	had	have	VERB
aesr-6169	234	11	education	education	NOUN
aesr-6169	234	12	up	up	ADP
aesr-6169	234	13	to	to	ADP
aesr-6169	234	14	tertiary	tertiary	ADJ
aesr-6169	234	15	level	level	NOUN
aesr-6169	234	16	were	be	AUX
aesr-6169	234	17	15.6	15.6	NUM
aesr-6169	234	18	and	and	CCONJ
aesr-6169	234	19	6.7	6.7	NUM
aesr-6169	234	20	percent	percent	NOUN
aesr-6169	234	21	respectively	respectively	ADV
aesr-6169	234	22	.	.	PUNCT
aesr-6169	235	1	this	this	PRON
aesr-6169	235	2	implies	imply	VERB
aesr-6169	235	3	that	that	SCONJ
aesr-6169	235	4	majority	majority	NOUN
aesr-6169	235	5	of	of	ADP
aesr-6169	235	6	beneficiaries	beneficiary	NOUN
aesr-6169	235	7	(	(	PUNCT
aesr-6169	235	8	85.8	85.8	NUM
aesr-6169	235	9	percent	percent	NOUN
aesr-6169	235	10	)	)	PUNCT
aesr-6169	235	11	and	and	CCONJ
aesr-6169	235	12	non	non	NOUN
aesr-6169	235	13	-	-	NOUN
aesr-6169	235	14	beneficiaries	beneficiary	NOUN
aesr-6169	235	15	(	(	PUNCT
aesr-6169	235	16	89.7	89.7	NUM
aesr-6169	235	17	percent	percent	NOUN
aesr-6169	235	18	)	)	PUNCT
aesr-6169	235	19	had	have	VERB
aesr-6169	235	20	formal	formal	ADJ
aesr-6169	235	21	education	education	NOUN
aesr-6169	235	22	.	.	PUNCT
aesr-6169	236	1	this	this	DET
aesr-6169	236	2	result	result	NOUN
aesr-6169	236	3	contradicted	contradict	VERB
aesr-6169	236	4	the	the	DET
aesr-6169	236	5	finding	finding	NOUN
aesr-6169	236	6	of	of	ADP
aesr-6169	236	7	tilahun	tilahun	PROPN
aesr-6169	236	8	[	[	X
aesr-6169	236	9	31	31	NUM
aesr-6169	236	10	]	]	PUNCT
aesr-6169	236	11	in	in	ADP
aesr-6169	236	12	his	his	PRON
aesr-6169	236	13	study	study	NOUN
aesr-6169	236	14	where	where	SCONJ
aesr-6169	236	15	majority	majority	NOUN
aesr-6169	236	16	(	(	PUNCT
aesr-6169	236	17	53.6	53.6	NUM
aesr-6169	236	18	percent	percent	NOUN
aesr-6169	236	19	)	)	PUNCT
aesr-6169	236	20	of	of	ADP
aesr-6169	236	21	credit	credit	NOUN
aesr-6169	236	22	unconstrained	unconstraine	VERB
aesr-6169	236	23	and	and	CCONJ
aesr-6169	236	24	(	(	PUNCT
aesr-6169	236	25	56.2	56.2	NUM
aesr-6169	236	26	percent	percent	NOUN
aesr-6169	236	27	)	)	PUNCT
aesr-6169	236	28	credit	credit	NOUN
aesr-6169	236	29	constrained	constrain	VERB
aesr-6169	236	30	had	have	VERB
aesr-6169	236	31	no	no	DET
aesr-6169	236	32	formal	formal	ADJ
aesr-6169	236	33	education	education	NOUN
aesr-6169	236	34	.	.	PUNCT
aesr-6169	237	1	farm	farm	NOUN
aesr-6169	237	2	size	size	NOUN
aesr-6169	237	3	:	:	PUNCT
aesr-6169	237	4	revealed	reveal	VERB
aesr-6169	237	5	that	that	SCONJ
aesr-6169	237	6	majority	majority	NOUN
aesr-6169	237	7	of	of	ADP
aesr-6169	237	8	beneficiaries	beneficiary	NOUN
aesr-6169	237	9	(	(	PUNCT
aesr-6169	237	10	72.0	72.0	NUM
aesr-6169	237	11	%	%	NOUN
aesr-6169	237	12	)	)	PUNCT
aesr-6169	237	13	and	and	CCONJ
aesr-6169	237	14	non	non	NOUN
aesr-6169	237	15	-	-	NOUN
aesr-6169	237	16	beneficiaries	beneficiary	NOUN
aesr-6169	237	17	(	(	PUNCT
aesr-6169	237	18	81.4	81.4	NUM
aesr-6169	237	19	%	%	NOUN
aesr-6169	237	20	)	)	PUNCT
aesr-6169	237	21	had	have	VERB
aesr-6169	237	22	less	less	ADJ
aesr-6169	237	23	or	or	CCONJ
aesr-6169	237	24	5	5	NUM
aesr-6169	237	25	hectares	hectare	NOUN
aesr-6169	237	26	of	of	ADP
aesr-6169	237	27	land	land	NOUN
aesr-6169	237	28	.	.	PUNCT
aesr-6169	238	1	the	the	DET
aesr-6169	238	2	average	average	ADJ
aesr-6169	238	3	farm	farm	NOUN
aesr-6169	238	4	size	size	NOUN
aesr-6169	238	5	owned	own	VERB
aesr-6169	238	6	by	by	ADP
aesr-6169	238	7	beneficiaries	beneficiary	NOUN
aesr-6169	238	8	was	be	AUX
aesr-6169	238	9	5.9	5.9	NUM
aesr-6169	238	10	hectares	hectare	NOUN
aesr-6169	238	11	while	while	SCONJ
aesr-6169	238	12	that	that	PRON
aesr-6169	238	13	of	of	ADP
aesr-6169	238	14	non	non	NOUN
aesr-6169	238	15	-	-	NOUN
aesr-6169	238	16	beneficiaries	beneficiary	NOUN
aesr-6169	238	17	was	be	AUX
aesr-6169	238	18	3.7	3.7	NUM
aesr-6169	238	19	hectares	hectare	NOUN
aesr-6169	238	20	.	.	PUNCT
aesr-6169	239	1	this	this	PRON
aesr-6169	239	2	implies	imply	VERB
aesr-6169	239	3	that	that	SCONJ
aesr-6169	239	4	on	on	ADP
aesr-6169	239	5	average	average	ADJ
aesr-6169	239	6	beneficiaries	beneficiary	NOUN
aesr-6169	239	7	had	have	VERB
aesr-6169	239	8	more	more	ADJ
aesr-6169	239	9	land	land	NOUN
aesr-6169	239	10	area	area	NOUN
aesr-6169	239	11	than	than	ADP
aesr-6169	239	12	non	non	NOUN
aesr-6169	239	13	-	-	NOUN
aesr-6169	239	14	beneficiaries	beneficiary	NOUN
aesr-6169	239	15	.	.	PUNCT
aesr-6169	240	1	this	this	DET
aesr-6169	240	2	result	result	NOUN
aesr-6169	240	3	contradicted	contradict	VERB
aesr-6169	240	4	that	that	PRON
aesr-6169	240	5	of	of	ADP
aesr-6169	240	6	kiplimo	kiplimo	PROPN
aesr-6169	240	7	,	,	PUNCT
aesr-6169	240	8	et	et	PROPN
aesr-6169	240	9	al	al	PROPN
aesr-6169	240	10	.	.	PUNCT
aesr-6169	241	1	[	[	X
aesr-6169	241	2	32	32	NUM
aesr-6169	241	3	]	]	PUNCT
aesr-6169	241	4	where	where	SCONJ
aesr-6169	241	5	mean	mean	ADJ
aesr-6169	241	6	farm	farm	NOUN
aesr-6169	241	7	size	size	NOUN
aesr-6169	241	8	of	of	ADP
aesr-6169	241	9	farmers	farmer	NOUN
aesr-6169	241	10	that	that	PRON
aesr-6169	241	11	accessed	access	VERB
aesr-6169	241	12	credit	credit	NOUN
aesr-6169	241	13	was	be	AUX
aesr-6169	241	14	2.6	2.6	NUM
aesr-6169	241	15	hectares	hectare	NOUN
aesr-6169	241	16	and	and	CCONJ
aesr-6169	241	17	those	those	PRON
aesr-6169	241	18	that	that	PRON
aesr-6169	241	19	did	do	AUX
aesr-6169	241	20	not	not	PART
aesr-6169	241	21	access	access	VERB
aesr-6169	241	22	credit	credit	NOUN
aesr-6169	241	23	was	be	AUX
aesr-6169	241	24	2.9	2.9	NUM
aesr-6169	241	25	hectares	hectare	NOUN
aesr-6169	241	26	.	.	PUNCT
aesr-6169	242	1	contact	contact	NOUN
aesr-6169	242	2	with	with	ADP
aesr-6169	242	3	extension	extension	NOUN
aesr-6169	242	4	agents	agent	NOUN
aesr-6169	242	5	:	:	PUNCT
aesr-6169	242	6	it	it	PRON
aesr-6169	242	7	was	be	AUX
aesr-6169	242	8	further	far	ADV
aesr-6169	242	9	revealed	reveal	VERB
aesr-6169	242	10	that	that	SCONJ
aesr-6169	242	11	59.1	59.1	NUM
aesr-6169	242	12	percent	percent	NOUN
aesr-6169	242	13	of	of	ADP
aesr-6169	242	14	beneficiaries	beneficiary	NOUN
aesr-6169	242	15	and	and	CCONJ
aesr-6169	242	16	30.2	30.2	NUM
aesr-6169	242	17	percent	percent	NOUN
aesr-6169	242	18	of	of	ADP
aesr-6169	242	19	non	non	NOUN
aesr-6169	242	20	-	-	NOUN
aesr-6169	242	21	beneficiaries	beneficiary	NOUN
aesr-6169	242	22	had	have	VERB
aesr-6169	242	23	contact	contact	NOUN
aesr-6169	242	24	with	with	ADP
aesr-6169	242	25	extension	extension	NOUN
aesr-6169	242	26	agents	agent	NOUN
aesr-6169	242	27	.	.	PUNCT
aesr-6169	243	1	beneficiaries	beneficiary	NOUN
aesr-6169	243	2	and	and	CCONJ
aesr-6169	243	3	non	non	NOUN
aesr-6169	243	4	-	-	NOUN
aesr-6169	243	5	beneficiaries	beneficiary	NOUN
aesr-6169	243	6	that	that	PRON
aesr-6169	243	7	did	do	AUX
aesr-6169	243	8	not	not	PART
aesr-6169	243	9	have	have	VERB
aesr-6169	243	10	contact	contact	NOUN
aesr-6169	243	11	with	with	ADP
aesr-6169	243	12	extension	extension	NOUN
aesr-6169	243	13	agents	agent	NOUN
aesr-6169	243	14	were	be	AUX
aesr-6169	243	15	40.9	40.9	NUM
aesr-6169	243	16	percent	percent	NOUN
aesr-6169	243	17	and	and	CCONJ
aesr-6169	243	18	69.8	69.8	NUM
aesr-6169	243	19	percent	percent	NOUN
aesr-6169	243	20	respectively	respectively	ADV
aesr-6169	243	21	.	.	PUNCT
aesr-6169	244	1	this	this	PRON
aesr-6169	244	2	indicates	indicate	VERB
aesr-6169	244	3	that	that	SCONJ
aesr-6169	244	4	beneficiaries	beneficiary	NOUN
aesr-6169	244	5	engaged	engage	VERB
aesr-6169	244	6	with	with	ADP
aesr-6169	244	7	extension	extension	NOUN
aesr-6169	244	8	agents	agent	NOUN
aesr-6169	244	9	more	more	ADV
aesr-6169	244	10	frequently	frequently	ADV
aesr-6169	244	11	than	than	ADP
aesr-6169	244	12	non	non	NOUN
aesr-6169	244	13	-	-	NOUN
aesr-6169	244	14	beneficiaries	beneficiary	NOUN
aesr-6169	244	15	.	.	PUNCT
aesr-6169	245	1	results	result	NOUN
aesr-6169	245	2	contradicted	contradict	VERB
aesr-6169	245	3	the	the	DET
aesr-6169	245	4	findings	finding	NOUN
aesr-6169	245	5	of	of	ADP
aesr-6169	245	6	kiplimo	kiplimo	PROPN
aesr-6169	245	7	,	,	PUNCT
aesr-6169	245	8	et	et	PROPN
aesr-6169	245	9	al	al	PROPN
aesr-6169	245	10	.	.	PUNCT
aesr-6169	246	1	[	[	X
aesr-6169	246	2	32	32	NUM
aesr-6169	246	3	]	]	PUNCT
aesr-6169	246	4	which	which	PRON
aesr-6169	246	5	indicated	indicate	VERB
aesr-6169	246	6	only	only	ADV
aesr-6169	246	7	21.5	21.5	NUM
aesr-6169	246	8	percent	percent	NOUN
aesr-6169	246	9	of	of	ADP
aesr-6169	246	10	beneficiaries	beneficiary	NOUN
aesr-6169	246	11	had	have	VERB
aesr-6169	246	12	contact	contact	NOUN
aesr-6169	246	13	with	with	ADP
aesr-6169	246	14	extension	extension	NOUN
aesr-6169	246	15	agents	agent	NOUN
aesr-6169	246	16	.	.	PUNCT
aesr-6169	247	1	type	type	NOUN
aesr-6169	247	2	of	of	ADP
aesr-6169	247	3	labour	labour	NOUN
aesr-6169	247	4	:	:	PUNCT
aesr-6169	247	5	the	the	DET
aesr-6169	247	6	table	table	NOUN
aesr-6169	247	7	also	also	ADV
aesr-6169	247	8	showed	show	VERB
aesr-6169	247	9	that	that	SCONJ
aesr-6169	247	10	16.9	16.9	NUM
aesr-6169	247	11	percent	percent	NOUN
aesr-6169	247	12	of	of	ADP
aesr-6169	247	13	beneficiaries	beneficiary	NOUN
aesr-6169	247	14	and	and	CCONJ
aesr-6169	247	15	45.6	45.6	NUM
aesr-6169	247	16	percent	percent	NOUN
aesr-6169	247	17	of	of	ADP
aesr-6169	247	18	non	non	NOUN
aesr-6169	247	19	-	-	ADJ
aesr-6169	247	20	beneficiaries	beneficiary	NOUN
aesr-6169	247	21	used	use	VERB
aesr-6169	247	22	family	family	NOUN
aesr-6169	247	23	labour	labour	NOUN
aesr-6169	247	24	.	.	PUNCT
aesr-6169	248	1	beneficiaries	beneficiary	NOUN
aesr-6169	248	2	and	and	CCONJ
aesr-6169	248	3	non	non	NOUN
aesr-6169	248	4	-	-	NOUN
aesr-6169	248	5	beneficiaries	beneficiary	NOUN
aesr-6169	248	6	that	that	PRON
aesr-6169	248	7	used	use	VERB
aesr-6169	248	8	hired	hire	VERB
aesr-6169	248	9	labour	labour	NOUN
aesr-6169	248	10	were	be	AUX
aesr-6169	248	11	48.9	48.9	NUM
aesr-6169	248	12	and	and	CCONJ
aesr-6169	248	13	21.2	21.2	NUM
aesr-6169	248	14	percent	percent	NOUN
aesr-6169	248	15	respectively	respectively	ADV
aesr-6169	248	16	.	.	PUNCT
aesr-6169	249	1	percentage	percentage	NOUN
aesr-6169	249	2	of	of	ADP
aesr-6169	249	3	beneficiaries	beneficiary	NOUN
aesr-6169	249	4	and	and	CCONJ
aesr-6169	249	5	non	non	NOUN
aesr-6169	249	6	-	-	NOUN
aesr-6169	249	7	beneficiaries	beneficiary	NOUN
aesr-6169	249	8	that	that	PRON
aesr-6169	249	9	used	use	VERB
aesr-6169	249	10	both	both	DET
aesr-6169	249	11	family	family	NOUN
aesr-6169	249	12	and	and	CCONJ
aesr-6169	249	13	hired	hire	VERB
aesr-6169	249	14	labour	labour	NOUN
aesr-6169	249	15	were	be	AUX
aesr-6169	249	16	34.2	34.2	NUM
aesr-6169	249	17	percent	percent	NOUN
aesr-6169	249	18	and	and	CCONJ
aesr-6169	249	19	33.2	33.2	NUM
aesr-6169	249	20	percent	percent	NOUN
aesr-6169	249	21	respectively	respectively	ADV
aesr-6169	249	22	.	.	PUNCT
aesr-6169	250	1	this	this	PRON
aesr-6169	250	2	implies	imply	VERB
aesr-6169	250	3	that	that	SCONJ
aesr-6169	250	4	beneficiaries	beneficiary	NOUN
aesr-6169	250	5	used	use	VERB
aesr-6169	250	6	more	more	ADJ
aesr-6169	250	7	of	of	ADP
aesr-6169	250	8	hired	hire	VERB
aesr-6169	250	9	labours	labour	NOUN
aesr-6169	250	10	than	than	ADP
aesr-6169	250	11	family	family	NOUN
aesr-6169	250	12	labours	labour	NOUN
aesr-6169	250	13	.	.	PUNCT
aesr-6169	251	1	this	this	DET
aesr-6169	251	2	result	result	NOUN
aesr-6169	251	3	negated	negate	VERB
aesr-6169	251	4	the	the	DET
aesr-6169	251	5	findings	finding	NOUN
aesr-6169	251	6	of	of	ADP
aesr-6169	251	7	takane	takane	NOUN
aesr-6169	251	8	[	[	X
aesr-6169	251	9	33	33	NUM
aesr-6169	251	10	]	]	PUNCT
aesr-6169	251	11	in	in	ADP
aesr-6169	251	12	his	his	PRON
aesr-6169	251	13	study	study	NOUN
aesr-6169	251	14	“	"	PUNCT
aesr-6169	251	15	labour	labour	ADJ
aesr-6169	251	16	use	use	NOUN
aesr-6169	251	17	in	in	ADP
aesr-6169	251	18	smallholder	smallholder	NOUN
aesr-6169	251	19	agriculture	agriculture	NOUN
aesr-6169	251	20	in	in	ADP
aesr-6169	251	21	malawi	malawi	PROPN
aesr-6169	251	22	”	"	PUNCT
aesr-6169	251	23	where	where	SCONJ
aesr-6169	251	24	family	family	NOUN
aesr-6169	251	25	labour	labour	NOUN
aesr-6169	251	26	accounted	account	VERB
aesr-6169	251	27	for	for	ADP
aesr-6169	251	28	88	88	NUM
aesr-6169	251	29	%	%	NOUN
aesr-6169	251	30	of	of	ADP
aesr-6169	251	31	total	total	ADJ
aesr-6169	251	32	labour	labour	NOUN
aesr-6169	251	33	used	use	VERB
aesr-6169	251	34	.	.	PUNCT
aesr-6169	252	1	table	table	NOUN
aesr-6169	252	2	2	2	NUM
aesr-6169	252	3	.	.	PUNCT
aesr-6169	253	1	socioeconomic	socioeconomic	ADJ
aesr-6169	253	2	distribution	distribution	NOUN
aesr-6169	253	3	of	of	ADP
aesr-6169	253	4	respondents	respondent	NOUN
aesr-6169	253	5	.	.	PUNCT
aesr-6169	254	1	socio	socio	NOUN
aesr-6169	254	2	-	-	PUNCT
aesr-6169	254	3	economic	economic	ADJ
aesr-6169	254	4	characteristics	characteristic	NOUN
aesr-6169	254	5	beneficiaries	beneficiary	NOUN
aesr-6169	254	6	frequency	frequency	NOUN
aesr-6169	254	7	%	%	NOUN
aesr-6169	254	8	(	(	PUNCT
aesr-6169	254	9	n=225	n=225	NOUN
aesr-6169	254	10	)	)	PUNCT
aesr-6169	254	11	non	non	ADJ
aesr-6169	254	12	-	-	ADJ
aesr-6169	254	13	beneficiaries	beneficiary	NOUN
aesr-6169	254	14	frequency	frequency	NOUN
aesr-6169	254	15	%	%	NOUN
aesr-6169	254	16	(	(	PUNCT
aesr-6169	254	17	n=630	n=630	PROPN
aesr-6169	254	18	)	)	PUNCT
aesr-6169	254	19	pooled	pool	VERB
aesr-6169	254	20	frequency	frequency	NOUN
aesr-6169	254	21	%	%	NOUN
aesr-6169	254	22	(	(	PUNCT
aesr-6169	254	23	n=855	n=855	PROPN
aesr-6169	254	24	)	)	PUNCT
aesr-6169	254	25	sex	sex	NOUN
aesr-6169	254	26	male	male	NOUN
aesr-6169	254	27	205	205	NUM
aesr-6169	254	28	91.1	91.1	NUM
aesr-6169	254	29	540	540	NUM
aesr-6169	254	30	85.7	85.7	NUM
aesr-6169	254	31	745	745	NUM
aesr-6169	254	32	87.1	87.1	NUM
aesr-6169	254	33	female	female	NOUN
aesr-6169	254	34	20	20	NUM
aesr-6169	254	35	8.9	8.9	NUM
aesr-6169	254	36	90	90	NUM
aesr-6169	254	37	14.3	14.3	NUM
aesr-6169	254	38	110	110	NUM
aesr-6169	254	39	12.9	12.9	NUM
aesr-6169	254	40	age	age	NOUN
aesr-6169	254	41	(	(	PUNCT
aesr-6169	254	42	years	year	NOUN
aesr-6169	254	43	)	)	PUNCT
aesr-6169	254	44	≤	≤	NUM
aesr-6169	254	45	30	30	NUM
aesr-6169	254	46	18	18	NUM
aesr-6169	254	47	8.0	8.0	NUM
aesr-6169	254	48	64	64	NUM
aesr-6169	254	49	10.2	10.2	NUM
aesr-6169	254	50	82	82	NUM
aesr-6169	254	51	9.6	9.6	NUM
aesr-6169	254	52	31	31	NUM
aesr-6169	254	53	-	-	SYM
aesr-6169	254	54	40	40	NUM
aesr-6169	254	55	36	36	NUM
aesr-6169	254	56	16.0	16.0	NUM
aesr-6169	254	57	103	103	NUM
aesr-6169	254	58	16.4	16.4	NUM
aesr-6169	254	59	139	139	NUM
aesr-6169	254	60	16.3	16.3	NUM
aesr-6169	254	61	41	41	NUM
aesr-6169	254	62	-	-	SYM
aesr-6169	254	63	50	50	NUM
aesr-6169	254	64	83	83	NUM
aesr-6169	254	65	36.9	36.9	NUM
aesr-6169	254	66	223	223	NUM
aesr-6169	254	67	35.3	35.3	NUM
aesr-6169	254	68	306	306	NUM
aesr-6169	254	69	35.8	35.8	NUM
aesr-6169	254	70	51	51	NUM
aesr-6169	254	71	-	-	SYM
aesr-6169	254	72	60	60	NUM
aesr-6169	254	73	70	70	NUM
aesr-6169	254	74	31.1	31.1	NUM
aesr-6169	254	75	179	179	NUM
aesr-6169	254	76	28.4	28.4	NUM
aesr-6169	254	77	249	249	NUM
aesr-6169	254	78	29.1	29.1	NUM
aesr-6169	254	79	above	above	ADP
aesr-6169	254	80	60	60	NUM
aesr-6169	254	81	18	18	NUM
aesr-6169	254	82	8.0	8.0	NUM
aesr-6169	254	83	61	61	NUM
aesr-6169	254	84	9.7	9.7	NUM
aesr-6169	254	85	79	79	NUM
aesr-6169	254	86	9.2	9.2	NUM
aesr-6169	254	87	mean	mean	NOUN
aesr-6169	254	88	48.5	48.5	NUM
aesr-6169	254	89	47.6	47.6	NUM
aesr-6169	254	90	47.8	47.8	NUM
aesr-6169	254	91	marital	marital	ADJ
aesr-6169	254	92	status	status	NOUN
aesr-6169	254	93	married	marry	VERB
aesr-6169	254	94	193	193	NUM
aesr-6169	254	95	85.9	85.9	NUM
aesr-6169	254	96	533	533	NUM
aesr-6169	254	97	84.6	84.6	NUM
aesr-6169	254	98	726	726	NUM
aesr-6169	254	99	84.9	84.9	NUM
aesr-6169	254	100	single	single	ADJ
aesr-6169	254	101	11	11	NUM
aesr-6169	254	102	4.9	4.9	NUM
aesr-6169	254	103	61	61	NUM
aesr-6169	254	104	9.7	9.7	NUM
aesr-6169	254	105	72	72	NUM
aesr-6169	254	106	8.4	8.4	NUM
aesr-6169	254	107	divorced	divorce	VERB
aesr-6169	254	108	11	11	NUM
aesr-6169	254	109	4.9	4.9	NUM
aesr-6169	254	110	7	7	NUM
aesr-6169	254	111	1.1	1.1	NUM
aesr-6169	254	112	18	18	NUM
aesr-6169	254	113	2.1	2.1	NUM
aesr-6169	254	114	widow	widow	NOUN
aesr-6169	254	115	/	/	SYM
aesr-6169	254	116	widower	widower	NOUN
aesr-6169	254	117	5	5	NUM
aesr-6169	254	118	2.2	2.2	NUM
aesr-6169	254	119	23	23	NUM
aesr-6169	254	120	3.7	3.7	NUM
aesr-6169	254	121	28	28	NUM
aesr-6169	254	122	3.3	3.3	NUM
aesr-6169	254	123	separated	separate	VERB
aesr-6169	254	124	5	5	NUM
aesr-6169	254	125	2.2	2.2	NUM
aesr-6169	254	126	6	6	NUM
aesr-6169	254	127	1.0	1.0	NUM
aesr-6169	254	128	11	11	NUM
aesr-6169	254	129	1.3	1.3	NUM
aesr-6169	254	130	education	education	NOUN
aesr-6169	254	131	qualification	qualification	NOUN
aesr-6169	254	132	non	non	ADJ
aesr-6169	254	133	-	-	ADJ
aesr-6169	254	134	formal	formal	ADJ
aesr-6169	254	135	32	32	NUM
aesr-6169	254	136	14.2	14.2	NUM
aesr-6169	254	137	65	65	NUM
aesr-6169	254	138	10.3	10.3	NUM
aesr-6169	254	139	97	97	NUM
aesr-6169	254	140	11.4	11.4	NUM
aesr-6169	254	141	primary	primary	ADJ
aesr-6169	254	142	85	85	NUM
aesr-6169	254	143	37.8	37.8	NUM
aesr-6169	254	144	289	289	NUM
aesr-6169	254	145	45.9	45.9	NUM
aesr-6169	254	146	374	374	NUM
aesr-6169	254	147	43.7	43.7	NUM
aesr-6169	254	148	secondary	secondary	ADJ
aesr-6169	254	149	73	73	NUM
aesr-6169	254	150	32.4	32.4	NUM
aesr-6169	254	151	234	234	NUM
aesr-6169	254	152	37.1	37.1	NUM
aesr-6169	254	153	307	307	NUM
aesr-6169	254	154	35.9	35.9	NUM
aesr-6169	254	155	tertiary	tertiary	ADJ
aesr-6169	254	156	35	35	NUM
aesr-6169	254	157	15.6	15.6	NUM
aesr-6169	254	158	42	42	NUM
aesr-6169	254	159	6.7	6.7	NUM
aesr-6169	254	160	77	77	NUM
aesr-6169	254	161	9.0	9.0	NUM
aesr-6169	254	162	farm	farm	NOUN
aesr-6169	254	163	size	size	NOUN
aesr-6169	254	164	(	(	PUNCT
aesr-6169	254	165	ha	ha	INTJ
aesr-6169	254	166	)	)	PUNCT
aesr-6169	254	167	≤	≤	NOUN
aesr-6169	255	1	5	5	NUM
aesr-6169	255	2	162	162	NUM
aesr-6169	255	3	72.0	72.0	NUM
aesr-6169	255	4	513	513	NUM
aesr-6169	255	5	81.4	81.4	NUM
aesr-6169	255	6	675	675	NUM
aesr-6169	255	7	78.9	78.9	NUM
aesr-6169	255	8	6	6	NUM
aesr-6169	255	9	-	-	SYM
aesr-6169	255	10	10	10	NUM
aesr-6169	255	11	34	34	NUM
aesr-6169	255	12	15.1	15.1	NUM
aesr-6169	255	13	89	89	NUM
aesr-6169	255	14	14.1	14.1	NUM
aesr-6169	255	15	123	123	NUM
aesr-6169	255	16	14.4	14.4	NUM
aesr-6169	255	17	above	above	ADP
aesr-6169	255	18	10	10	NUM
aesr-6169	255	19	29	29	NUM
aesr-6169	255	20	12.9	12.9	NUM
aesr-6169	255	21	28	28	NUM
aesr-6169	255	22	4.5	4.5	NUM
aesr-6169	255	23	57	57	NUM
aesr-6169	255	24	6.7	6.7	NUM
aesr-6169	255	25	mean	mean	NOUN
aesr-6169	255	26	5.9	5.9	NUM
aesr-6169	255	27	3.7	3.7	NUM
aesr-6169	255	28	4.3	4.3	NUM
aesr-6169	255	29	source	source	NOUN
aesr-6169	255	30	of	of	ADP
aesr-6169	255	31	land	land	NOUN
aesr-6169	255	32	inheritance	inheritance	NOUN
aesr-6169	255	33	109	109	NUM
aesr-6169	255	34	48.5	48.5	NUM
aesr-6169	255	35	386	386	NUM
aesr-6169	255	36	61.3	61.3	NUM
aesr-6169	255	37	495	495	NUM
aesr-6169	255	38	57.9	57.9	NUM
aesr-6169	255	39	gift	gift	NOUN
aesr-6169	255	40	41	41	NUM
aesr-6169	255	41	18.2	18.2	NUM
aesr-6169	255	42	107	107	NUM
aesr-6169	255	43	18.0	18.0	NUM
aesr-6169	255	44	148	148	NUM
aesr-6169	255	45	17.3	17.3	NUM
aesr-6169	255	46	rent	rent	NOUN
aesr-6169	255	47	/	/	SYM
aesr-6169	255	48	lease	lease	NOUN
aesr-6169	255	49	30	30	NUM
aesr-6169	255	50	13.3	13.3	NUM
aesr-6169	255	51	70	70	NUM
aesr-6169	255	52	11.1	11.1	NUM
aesr-6169	255	53	100	100	NUM
aesr-6169	255	54	11.7	11.7	NUM
aesr-6169	255	55	purchase	purchase	NOUN
aesr-6169	255	56	45	45	NUM
aesr-6169	255	57	20.0	20.0	NUM
aesr-6169	255	58	67	67	NUM
aesr-6169	255	59	10.6	10.6	NUM
aesr-6169	255	60	112	112	NUM
aesr-6169	255	61	13.1	13.1	NUM
aesr-6169	255	62	contact	contact	NOUN
aesr-6169	255	63	with	with	ADP
aesr-6169	255	64	extension	extension	NOUN
aesr-6169	255	65	agents	agent	NOUN
aesr-6169	255	66	agriculture	agriculture	NOUN
aesr-6169	255	67	and	and	CCONJ
aesr-6169	255	68	food	food	NOUN
aesr-6169	255	69	sciences	sciences	PROPN
aesr-6169	255	70	research	research	NOUN
aesr-6169	255	71	,	,	PUNCT
aesr-6169	255	72	2024	2024	NUM
aesr-6169	255	73	,	,	PUNCT
aesr-6169	255	74	11(2	11(2	NUM
aesr-6169	255	75	):	):	PUNCT
aesr-6169	255	76	87	87	NUM
aesr-6169	255	77	-	-	SYM
aesr-6169	255	78	95	95	NUM
aesr-6169	255	79	93	93	NUM
aesr-6169	255	80	©	©	ADP
aesr-6169	255	81	2024by	2024by	NOUN
aesr-6169	255	82	the	the	DET
aesr-6169	255	83	authors	author	NOUN
aesr-6169	255	84	;	;	PUNCT
aesr-6169	255	85	licensee	licensee	PROPN
aesr-6169	255	86	asian	asian	ADJ
aesr-6169	255	87	online	online	PROPN
aesr-6169	255	88	journal	journal	PROPN
aesr-6169	255	89	publishing	publishing	PROPN
aesr-6169	255	90	group	group	NOUN
aesr-6169	255	91	socio	socio	NOUN
aesr-6169	255	92	-	-	PUNCT
aesr-6169	255	93	economic	economic	ADJ
aesr-6169	255	94	characteristics	characteristic	NOUN
aesr-6169	255	95	beneficiaries	beneficiary	NOUN
aesr-6169	255	96	frequency	frequency	NOUN
aesr-6169	255	97	%	%	NOUN
aesr-6169	255	98	(	(	PUNCT
aesr-6169	255	99	n=225	n=225	NOUN
aesr-6169	255	100	)	)	PUNCT
aesr-6169	255	101	non	non	ADJ
aesr-6169	255	102	-	-	ADJ
aesr-6169	255	103	beneficiaries	beneficiary	NOUN
aesr-6169	255	104	frequency	frequency	NOUN
aesr-6169	255	105	%	%	NOUN
aesr-6169	255	106	(	(	PUNCT
aesr-6169	255	107	n=630	n=630	PROPN
aesr-6169	255	108	)	)	PUNCT
aesr-6169	255	109	pooled	pool	VERB
aesr-6169	255	110	frequency	frequency	NOUN
aesr-6169	255	111	%	%	NOUN
aesr-6169	255	112	(	(	PUNCT
aesr-6169	255	113	n=855	n=855	PROPN
aesr-6169	255	114	)	)	PUNCT
aesr-6169	255	115	yes	yes	ADV
aesr-6169	256	1	133	133	NUM
aesr-6169	256	2	59.1	59.1	NUM
aesr-6169	256	3	190	190	NUM
aesr-6169	256	4	30.2	30.2	NUM
aesr-6169	256	5	323	323	NUM
aesr-6169	256	6	37.8	37.8	NUM
aesr-6169	256	7	no	no	DET
aesr-6169	256	8	92	92	NUM
aesr-6169	256	9	40.9	40.9	NUM
aesr-6169	256	10	440	440	NUM
aesr-6169	256	11	69.8	69.8	NUM
aesr-6169	256	12	532	532	NUM
aesr-6169	256	13	62.2	62.2	NUM
aesr-6169	256	14	type	type	NOUN
aesr-6169	256	15	of	of	ADP
aesr-6169	256	16	labour	labour	NOUN
aesr-6169	256	17	family	family	NOUN
aesr-6169	256	18	labour	labour	NOUN
aesr-6169	256	19	38	38	NUM
aesr-6169	256	20	16.9	16.9	NUM
aesr-6169	256	21	287	287	NUM
aesr-6169	256	22	45.6	45.6	NUM
aesr-6169	256	23	325	325	NUM
aesr-6169	256	24	38.0	38.0	NUM
aesr-6169	256	25	hired	hire	VERB
aesr-6169	256	26	labour	labour	NOUN
aesr-6169	256	27	110	110	NUM
aesr-6169	256	28	48.9	48.9	NUM
aesr-6169	256	29	134	134	NUM
aesr-6169	256	30	21.2	21.2	NUM
aesr-6169	256	31	244	244	NUM
aesr-6169	256	32	28.5	28.5	NUM
aesr-6169	256	33	family	family	NOUN
aesr-6169	256	34	&	&	CCONJ
aesr-6169	256	35	hired	hire	VERB
aesr-6169	256	36	labour	labour	PROPN
aesr-6169	256	37	77	77	NUM
aesr-6169	256	38	34.2	34.2	NUM
aesr-6169	256	39	209	209	NUM
aesr-6169	256	40	33.2	33.2	NUM
aesr-6169	256	41	286	286	NUM
aesr-6169	256	42	33.5	33.5	NUM
aesr-6169	256	43	4.1	4.1	NUM
aesr-6169	256	44	.	.	PUNCT
aesr-6169	257	1	productivity	productivity	NOUN
aesr-6169	257	2	differentials	differential	NOUN
aesr-6169	257	3	among	among	ADP
aesr-6169	257	4	the	the	DET
aesr-6169	257	5	respondents	respondent	NOUN
aesr-6169	257	6	table	table	NOUN
aesr-6169	257	7	3	3	NUM
aesr-6169	257	8	showed	show	VERB
aesr-6169	257	9	the	the	DET
aesr-6169	257	10	mean	mean	ADJ
aesr-6169	257	11	productivity	productivity	NOUN
aesr-6169	257	12	of	of	ADP
aesr-6169	257	13	beneficiaries	beneficiary	NOUN
aesr-6169	257	14	compared	compare	VERB
aesr-6169	257	15	to	to	ADP
aesr-6169	257	16	non	non	NOUN
aesr-6169	257	17	-	-	NOUN
aesr-6169	257	18	beneficiaries	beneficiary	NOUN
aesr-6169	257	19	.	.	PUNCT
aesr-6169	258	1	mean	mean	VERB
aesr-6169	258	2	productivity	productivity	NOUN
aesr-6169	258	3	of	of	ADP
aesr-6169	258	4	beneficiaries	beneficiary	NOUN
aesr-6169	258	5	and	and	CCONJ
aesr-6169	258	6	non	non	NOUN
aesr-6169	258	7	-	-	NOUN
aesr-6169	258	8	beneficiaries	beneficiary	NOUN
aesr-6169	258	9	was	be	AUX
aesr-6169	258	10	1.64	1.64	NUM
aesr-6169	258	11	and	and	CCONJ
aesr-6169	258	12	1.29	1.29	NUM
aesr-6169	258	13	,	,	PUNCT
aesr-6169	258	14	respectively	respectively	ADV
aesr-6169	258	15	.	.	PUNCT
aesr-6169	259	1	the	the	DET
aesr-6169	259	2	mean	mean	ADJ
aesr-6169	259	3	difference	difference	NOUN
aesr-6169	259	4	in	in	ADP
aesr-6169	259	5	productivity	productivity	NOUN
aesr-6169	259	6	was	be	AUX
aesr-6169	259	7	0.35	0.35	NUM
aesr-6169	259	8	,	,	PUNCT
aesr-6169	259	9	which	which	PRON
aesr-6169	259	10	was	be	AUX
aesr-6169	259	11	significant	significant	ADJ
aesr-6169	259	12	at	at	ADP
aesr-6169	259	13	the	the	DET
aesr-6169	259	14	1	1	NUM
aesr-6169	259	15	%	%	NOUN
aesr-6169	259	16	.	.	PUNCT
aesr-6169	260	1	this	this	PRON
aesr-6169	260	2	indicates	indicate	VERB
aesr-6169	260	3	a	a	DET
aesr-6169	260	4	significant	significant	ADJ
aesr-6169	260	5	difference	difference	NOUN
aesr-6169	260	6	in	in	ADP
aesr-6169	260	7	productivity	productivity	NOUN
aesr-6169	260	8	between	between	ADP
aesr-6169	260	9	beneficiaries	beneficiary	NOUN
aesr-6169	260	10	and	and	CCONJ
aesr-6169	260	11	nonbeneficiaries	nonbeneficiarie	NOUN
aesr-6169	260	12	.	.	PUNCT
aesr-6169	261	1	table	table	NOUN
aesr-6169	261	2	3	3	NUM
aesr-6169	261	3	.	.	X
aesr-6169	261	4	t	t	NOUN
aesr-6169	261	5	-	-	PUNCT
aesr-6169	261	6	test	test	NOUN
aesr-6169	261	7	analysis	analysis	NOUN
aesr-6169	261	8	(	(	PUNCT
aesr-6169	261	9	productivity	productivity	NOUN
aesr-6169	261	10	by	by	ADP
aesr-6169	261	11	credit	credit	NOUN
aesr-6169	261	12	)	)	PUNCT
aesr-6169	261	13	.	.	PUNCT
aesr-6169	262	1	categories	category	NOUN
aesr-6169	262	2	obs	obs	PROPN
aesr-6169	262	3	.	.	PUNCT
aesr-6169	263	1	mean	mean	VERB
aesr-6169	263	2	std	std	PROPN
aesr-6169	263	3	.	.	PUNCT
aesr-6169	264	1	err	err	NOUN
aesr-6169	264	2	.	.	PUNCT
aesr-6169	265	1	std	std	AUX
aesr-6169	265	2	.	.	PUNCT
aesr-6169	265	3	dev	dev	PROPN
aesr-6169	265	4	.	.	PUNCT
aesr-6169	266	1	[	[	X
aesr-6169	266	2	95	95	NUM
aesr-6169	266	3	%	%	NOUN
aesr-6169	266	4	conf	conf	NOUN
aesr-6169	266	5	.	.	PUNCT
aesr-6169	266	6	interval	interval	NOUN
aesr-6169	266	7	]	]	PUNCT
aesr-6169	267	1	non	non	NOUN
aesr-6169	267	2	-	-	NOUN
aesr-6169	267	3	beneficiaries	beneficiary	NOUN
aesr-6169	267	4	630	630	NUM
aesr-6169	267	5	1.29	1.29	NUM
aesr-6169	267	6	0.007	0.007	NUM
aesr-6169	267	7	0.17	0.17	NUM
aesr-6169	267	8	1.28	1.28	NUM
aesr-6169	267	9	1.31	1.31	NUM
aesr-6169	267	10	beneficiaries	beneficiary	NOUN
aesr-6169	267	11	225	225	NUM
aesr-6169	267	12	1.64	1.64	NUM
aesr-6169	267	13	0.031	0.031	NUM
aesr-6169	267	14	0.46	0.46	NUM
aesr-6169	267	15	1.58	1.58	NUM
aesr-6169	267	16	1.70	1.70	NUM
aesr-6169	267	17	combined	combine	VERB
aesr-6169	267	18	855	855	NUM
aesr-6169	267	19	1.38	1.38	NUM
aesr-6169	267	20	0.011	0.011	NUM
aesr-6169	267	21	0.32	0.32	NUM
aesr-6169	267	22	1.36	1.36	NUM
aesr-6169	267	23	1.40	1.40	NUM
aesr-6169	267	24	difference	difference	NOUN
aesr-6169	267	25	-0.35	-0.35	NUM
aesr-6169	267	26	0.022	0.022	NUM
aesr-6169	267	27	-0.39	-0.39	NUM
aesr-6169	267	28	-0.30	-0.30	CCONJ
aesr-6169	267	29	diff	diff	NOUN
aesr-6169	267	30	=	=	SYM
aesr-6169	267	31	mean	mean	NOUN
aesr-6169	267	32	(	(	PUNCT
aesr-6169	267	33	0	0	NUM
aesr-6169	267	34	)	)	PUNCT
aesr-6169	267	35	–	–	PUNCT
aesr-6169	267	36	mean	mean	VERB
aesr-6169	267	37	(	(	PUNCT
aesr-6169	267	38	1	1	NUM
aesr-6169	267	39	)	)	PUNCT
aesr-6169	267	40	t	t	NOUN
aesr-6169	268	1	=	=	PUNCT
aesr-6169	268	2	-16.1	-16.1	PROPN
aesr-6169	268	3	4.2	4.2	NUM
aesr-6169	268	4	.	.	PUNCT
aesr-6169	269	1	descriptive	descriptive	ADJ
aesr-6169	269	2	statistics	statistic	NOUN
aesr-6169	269	3	of	of	ADP
aesr-6169	269	4	propensity	propensity	NOUN
aesr-6169	269	5	score	score	NOUN
aesr-6169	269	6	and	and	CCONJ
aesr-6169	269	7	region	region	NOUN
aesr-6169	269	8	of	of	ADP
aesr-6169	269	9	common	common	ADJ
aesr-6169	269	10	support	support	NOUN
aesr-6169	269	11	results	result	NOUN
aesr-6169	269	12	in	in	ADP
aesr-6169	269	13	table	table	NOUN
aesr-6169	269	14	4	4	NUM
aesr-6169	269	15	showed	show	VERB
aesr-6169	269	16	that	that	SCONJ
aesr-6169	269	17	the	the	DET
aesr-6169	269	18	total	total	NOUN
aesr-6169	269	19	was	be	AUX
aesr-6169	269	20	833	833	NUM
aesr-6169	269	21	farmers	farmer	NOUN
aesr-6169	269	22	and	and	CCONJ
aesr-6169	269	23	average	average	ADJ
aesr-6169	269	24	propensity	propensity	NOUN
aesr-6169	269	25	score	score	NOUN
aesr-6169	269	26	was	be	AUX
aesr-6169	269	27	0.269	0.269	NUM
aesr-6169	269	28	.	.	PUNCT
aesr-6169	270	1	maximum	maximum	ADJ
aesr-6169	270	2	and	and	CCONJ
aesr-6169	270	3	minimum	minimum	ADJ
aesr-6169	270	4	propensity	propensity	NOUN
aesr-6169	270	5	was	be	AUX
aesr-6169	270	6	0.8207	0.8207	NUM
aesr-6169	270	7	and	and	CCONJ
aesr-6169	270	8	0.0525	0.0525	NUM
aesr-6169	270	9	respectively	respectively	ADV
aesr-6169	270	10	.	.	PUNCT
aesr-6169	271	1	this	this	PRON
aesr-6169	271	2	implies	imply	VERB
aesr-6169	271	3	that	that	SCONJ
aesr-6169	271	4	the	the	DET
aesr-6169	271	5	average	average	ADJ
aesr-6169	271	6	probability	probability	NOUN
aesr-6169	271	7	to	to	PART
aesr-6169	271	8	access	access	VERB
aesr-6169	271	9	credit	credit	NOUN
aesr-6169	271	10	from	from	ADP
aesr-6169	271	11	boa	boa	NOUN
aesr-6169	271	12	by	by	ADP
aesr-6169	271	13	respondents	respondent	NOUN
aesr-6169	271	14	was	be	AUX
aesr-6169	271	15	about	about	ADV
aesr-6169	271	16	27	27	NUM
aesr-6169	271	17	percent	percent	NOUN
aesr-6169	271	18	.	.	PUNCT
aesr-6169	272	1	the	the	DET
aesr-6169	272	2	region	region	NOUN
aesr-6169	272	3	of	of	ADP
aesr-6169	272	4	common	common	ADJ
aesr-6169	272	5	support	support	NOUN
aesr-6169	272	6	(	(	PUNCT
aesr-6169	272	7	0.0503	0.0503	NUM
aesr-6169	272	8	,	,	PUNCT
aesr-6169	272	9	0.8209	0.8209	NUM
aesr-6169	272	10	)	)	PUNCT
aesr-6169	272	11	,	,	PUNCT
aesr-6169	272	12	as	as	SCONJ
aesr-6169	272	13	presented	present	VERB
aesr-6169	272	14	in	in	ADP
aesr-6169	272	15	table	table	NOUN
aesr-6169	272	16	4	4	NUM
aesr-6169	272	17	,	,	PUNCT
aesr-6169	272	18	indicates	indicate	VERB
aesr-6169	272	19	the	the	DET
aesr-6169	272	20	point	point	NOUN
aesr-6169	272	21	at	at	ADP
aesr-6169	272	22	which	which	PRON
aesr-6169	272	23	treatment	treatment	NOUN
aesr-6169	272	24	(	(	PUNCT
aesr-6169	272	25	beneficiaries	beneficiary	NOUN
aesr-6169	272	26	)	)	PUNCT
aesr-6169	272	27	and	and	CCONJ
aesr-6169	272	28	control	control	NOUN
aesr-6169	272	29	(	(	PUNCT
aesr-6169	272	30	non	non	ADJ
aesr-6169	272	31	-	-	ADJ
aesr-6169	272	32	beneficiaries	beneficiary	NOUN
aesr-6169	272	33	)	)	PUNCT
aesr-6169	272	34	exhibit	exhibit	VERB
aesr-6169	272	35	similar	similar	ADJ
aesr-6169	272	36	propensity	propensity	NOUN
aesr-6169	272	37	scores	score	NOUN
aesr-6169	272	38	,	,	PUNCT
aesr-6169	272	39	thereby	thereby	ADV
aesr-6169	272	40	satisfying	satisfy	VERB
aesr-6169	272	41	the	the	DET
aesr-6169	272	42	balancing	balance	VERB
aesr-6169	272	43	property	property	NOUN
aesr-6169	272	44	.	.	PUNCT
aesr-6169	273	1	minimum	minimum	ADJ
aesr-6169	273	2	propensity	propensity	NOUN
aesr-6169	273	3	score	score	NOUN
aesr-6169	273	4	is	be	AUX
aesr-6169	273	5	0.0503	0.0503	NUM
aesr-6169	273	6	,	,	PUNCT
aesr-6169	273	7	while	while	SCONJ
aesr-6169	273	8	maximum	maximum	ADJ
aesr-6169	273	9	propensity	propensity	NOUN
aesr-6169	273	10	score	score	NOUN
aesr-6169	273	11	is	be	AUX
aesr-6169	273	12	0.8207	0.8207	NUM
aesr-6169	273	13	.	.	PUNCT
aesr-6169	273	14	table	table	NOUN
aesr-6169	273	15	4	4	NUM
aesr-6169	273	16	.	.	PUNCT
aesr-6169	273	17	descriptive	descriptive	ADJ
aesr-6169	273	18	statistics	statistic	NOUN
aesr-6169	273	19	of	of	ADP
aesr-6169	273	20	propensity	propensity	NOUN
aesr-6169	273	21	score	score	NOUN
aesr-6169	273	22	and	and	CCONJ
aesr-6169	273	23	region	region	NOUN
aesr-6169	273	24	of	of	ADP
aesr-6169	273	25	common	common	ADJ
aesr-6169	273	26	support	support	NOUN
aesr-6169	273	27	.	.	PUNCT
aesr-6169	274	1	intervention	intervention	NOUN
aesr-6169	274	2	obs	obs	PROPN
aesr-6169	274	3	.	.	PUNCT
aesr-6169	275	1	mean	mean	VERB
aesr-6169	275	2	std	std	PROPN
aesr-6169	275	3	.	.	PROPN
aesr-6169	276	1	dev	dev	PROPN
aesr-6169	276	2	.	.	PUNCT
aesr-6169	276	3	min	min	PROPN
aesr-6169	276	4	.	.	PROPN
aesr-6169	276	5	max	max	PROPN
aesr-6169	276	6	.	.	PUNCT
aesr-6169	276	7	credit	credit	NOUN
aesr-6169	276	8	(	(	PUNCT
aesr-6169	276	9	propensity	propensity	NOUN
aesr-6169	276	10	score	score	NOUN
aesr-6169	276	11	)	)	PUNCT
aesr-6169	276	12	833	833	NUM
aesr-6169	276	13	0.27	0.27	NUM
aesr-6169	276	14	0.17	0.17	NUM
aesr-6169	276	15	0.05	0.05	NUM
aesr-6169	276	16	0.82	0.82	NUM
aesr-6169	276	17	credit	credit	NOUN
aesr-6169	276	18	(	(	PUNCT
aesr-6169	276	19	common	common	ADJ
aesr-6169	276	20	support	support	NOUN
aesr-6169	276	21	)	)	PUNCT
aesr-6169	276	22	833	833	NUM
aesr-6169	276	23	0.05	0.05	NUM
aesr-6169	276	24	0.82	0.82	NUM
aesr-6169	276	25	4.3	4.3	NUM
aesr-6169	276	26	.	.	PUNCT
aesr-6169	277	1	distribution	distribution	NOUN
aesr-6169	277	2	of	of	ADP
aesr-6169	277	3	treated	treat	VERB
aesr-6169	277	4	and	and	CCONJ
aesr-6169	277	5	controls	control	NOUN
aesr-6169	277	6	across	across	ADP
aesr-6169	277	7	blocks	block	NOUN
aesr-6169	277	8	result	result	VERB
aesr-6169	277	9	in	in	ADP
aesr-6169	277	10	table	table	NOUN
aesr-6169	277	11	5	5	NUM
aesr-6169	277	12	showed	show	VERB
aesr-6169	277	13	that	that	SCONJ
aesr-6169	277	14	optimum	optimum	ADJ
aesr-6169	277	15	number	number	NOUN
aesr-6169	277	16	of	of	ADP
aesr-6169	277	17	blocks	block	NOUN
aesr-6169	277	18	was	be	AUX
aesr-6169	277	19	6	6	NUM
aesr-6169	277	20	which	which	PRON
aesr-6169	277	21	was	be	AUX
aesr-6169	277	22	determined	determine	VERB
aesr-6169	277	23	by	by	ADP
aesr-6169	277	24	the	the	DET
aesr-6169	277	25	programme	programme	NOUN
aesr-6169	277	26	.	.	PUNCT
aesr-6169	278	1	beneficiaries	beneficiary	NOUN
aesr-6169	278	2	and	and	CCONJ
aesr-6169	278	3	non	non	NOUN
aesr-6169	278	4	-	-	NOUN
aesr-6169	278	5	beneficiaries	beneficiary	NOUN
aesr-6169	278	6	that	that	PRON
aesr-6169	278	7	were	be	AUX
aesr-6169	278	8	matched	match	VERB
aesr-6169	278	9	at	at	ADP
aesr-6169	278	10	lowest	low	ADJ
aesr-6169	278	11	p	p	NOUN
aesr-6169	278	12	-	-	PUNCT
aesr-6169	278	13	score	score	NOUN
aesr-6169	278	14	(	(	PUNCT
aesr-6169	278	15	0.05	0.05	NUM
aesr-6169	278	16	)	)	PUNCT
aesr-6169	278	17	were	be	AUX
aesr-6169	278	18	7	7	NUM
aesr-6169	278	19	and	and	CCONJ
aesr-6169	278	20	133	133	NUM
aesr-6169	278	21	respectively	respectively	ADV
aesr-6169	278	22	while	while	SCONJ
aesr-6169	278	23	only	only	ADV
aesr-6169	278	24	1	1	NUM
aesr-6169	278	25	farmer	farmer	NOUN
aesr-6169	278	26	each	each	PRON
aesr-6169	278	27	for	for	ADP
aesr-6169	278	28	beneficiaries	beneficiary	NOUN
aesr-6169	278	29	and	and	CCONJ
aesr-6169	278	30	non	non	NOUN
aesr-6169	278	31	-	-	NOUN
aesr-6169	278	32	beneficiaries	beneficiary	NOUN
aesr-6169	278	33	were	be	AUX
aesr-6169	278	34	matched	match	VERB
aesr-6169	278	35	at	at	ADP
aesr-6169	278	36	highest	high	ADJ
aesr-6169	278	37	p	p	NOUN
aesr-6169	278	38	-	-	PUNCT
aesr-6169	278	39	score	score	NOUN
aesr-6169	278	40	.	.	PUNCT
aesr-6169	279	1	this	this	PRON
aesr-6169	279	2	implies	imply	VERB
aesr-6169	279	3	that	that	SCONJ
aesr-6169	279	4	very	very	ADV
aesr-6169	279	5	few	few	ADJ
aesr-6169	279	6	respondents	respondent	NOUN
aesr-6169	279	7	were	be	AUX
aesr-6169	279	8	matched	match	VERB
aesr-6169	279	9	at	at	ADP
aesr-6169	279	10	level	level	NOUN
aesr-6169	279	11	of	of	ADP
aesr-6169	279	12	high	high	ADJ
aesr-6169	279	13	propensity	propensity	NOUN
aesr-6169	279	14	score	score	NOUN
aesr-6169	279	15	.	.	PUNCT
aesr-6169	279	16	table	table	NOUN
aesr-6169	279	17	5	5	NUM
aesr-6169	279	18	.	.	PUNCT
aesr-6169	279	19	distribution	distribution	NOUN
aesr-6169	279	20	of	of	ADP
aesr-6169	279	21	treated	treat	VERB
aesr-6169	279	22	and	and	CCONJ
aesr-6169	279	23	controls	control	NOUN
aesr-6169	279	24	across	across	ADP
aesr-6169	279	25	blocks	block	NOUN
aesr-6169	279	26	.	.	PUNCT
aesr-6169	280	1	access	access	NOUN
aesr-6169	280	2	to	to	ADP
aesr-6169	280	3	boa	boa	VERB
aesr-6169	280	4	credit	credit	NOUN
aesr-6169	280	5	block	block	NOUN
aesr-6169	280	6	of	of	ADP
aesr-6169	280	7	p	p	NOUN
aesr-6169	280	8	score	score	NOUN
aesr-6169	280	9	non	non	ADJ
aesr-6169	280	10	-	-	ADJ
aesr-6169	280	11	beneficiaries	beneficiaries	ADJ
aesr-6169	280	12	beneficiaries	beneficiary	NOUN
aesr-6169	280	13	total	total	VERB
aesr-6169	280	14	0.05	0.05	NUM
aesr-6169	280	15	133	133	NUM
aesr-6169	280	16	7	7	NUM
aesr-6169	280	17	140	140	NUM
aesr-6169	280	18	0.10	0.10	NUM
aesr-6169	280	19	167	167	NUM
aesr-6169	280	20	38	38	NUM
aesr-6169	280	21	205	205	NUM
aesr-6169	280	22	0.20	0.20	NUM
aesr-6169	280	23	224	224	NUM
aesr-6169	280	24	84	84	NUM
aesr-6169	280	25	308	308	NUM
aesr-6169	280	26	0.40	0.40	NUM
aesr-6169	280	27	74	74	NUM
aesr-6169	280	28	66	66	NUM
aesr-6169	280	29	140	140	NUM
aesr-6169	280	30	0.60	0.60	NUM
aesr-6169	280	31	9	9	NUM
aesr-6169	280	32	29	29	NUM
aesr-6169	280	33	38	38	NUM
aesr-6169	280	34	0.80	0.80	NUM
aesr-6169	280	35	1	1	NUM
aesr-6169	280	36	1	1	NUM
aesr-6169	280	37	2	2	NUM
aesr-6169	280	38	total	total	NOUN
aesr-6169	280	39	608	608	NUM
aesr-6169	280	40	225	225	NUM
aesr-6169	280	41	833	833	NUM
aesr-6169	280	42	4.4	4.4	NUM
aesr-6169	280	43	.	.	PUNCT
aesr-6169	281	1	predictive	predictive	ADJ
aesr-6169	281	2	performance	performance	NOUN
aesr-6169	281	3	of	of	ADP
aesr-6169	281	4	probit	probit	NOUN
aesr-6169	281	5	the	the	DET
aesr-6169	281	6	summary	summary	NOUN
aesr-6169	281	7	of	of	ADP
aesr-6169	281	8	predictive	predictive	ADJ
aesr-6169	281	9	performance	performance	NOUN
aesr-6169	281	10	of	of	ADP
aesr-6169	281	11	the	the	DET
aesr-6169	281	12	boa	boa	PROPN
aesr-6169	281	13	credit	credit	NOUN
aesr-6169	281	14	was	be	AUX
aesr-6169	281	15	presented	present	VERB
aesr-6169	281	16	in	in	ADP
aesr-6169	281	17	table	table	NOUN
aesr-6169	281	18	6	6	NUM
aesr-6169	281	19	.	.	PUNCT
aesr-6169	282	1	it	it	PRON
aesr-6169	282	2	showed	show	VERB
aesr-6169	282	3	a	a	DET
aesr-6169	282	4	very	very	ADV
aesr-6169	282	5	high	high	ADJ
aesr-6169	282	6	performance	performance	NOUN
aesr-6169	282	7	(	(	PUNCT
aesr-6169	282	8	92.70	92.70	NUM
aesr-6169	282	9	percent	percent	NOUN
aesr-6169	282	10	)	)	PUNCT
aesr-6169	282	11	in	in	ADP
aesr-6169	282	12	non	non	ADJ
aesr-6169	282	13	-	-	ADJ
aesr-6169	282	14	treatment	treatment	ADJ
aesr-6169	282	15	case	case	NOUN
aesr-6169	282	16	and	and	CCONJ
aesr-6169	282	17	about	about	ADV
aesr-6169	282	18	26	26	NUM
aesr-6169	282	19	percent	percent	NOUN
aesr-6169	282	20	performance	performance	NOUN
aesr-6169	282	21	in	in	ADP
aesr-6169	282	22	the	the	DET
aesr-6169	282	23	treatment	treatment	NOUN
aesr-6169	282	24	case	case	NOUN
aesr-6169	282	25	.	.	PUNCT
aesr-6169	283	1	the	the	DET
aesr-6169	283	2	overall	overall	ADJ
aesr-6169	283	3	performance	performance	NOUN
aesr-6169	283	4	was	be	AUX
aesr-6169	283	5	about	about	ADV
aesr-6169	283	6	75	75	NUM
aesr-6169	283	7	percent	percent	NOUN
aesr-6169	283	8	.	.	PUNCT
aesr-6169	284	1	this	this	PRON
aesr-6169	284	2	implies	imply	VERB
aesr-6169	284	3	the	the	DET
aesr-6169	284	4	boa	boa	PROPN
aesr-6169	284	5	credit	credit	NOUN
aesr-6169	284	6	performed	perform	VERB
aesr-6169	284	7	well	well	ADV
aesr-6169	284	8	in	in	ADP
aesr-6169	284	9	agricultural	agricultural	ADJ
aesr-6169	284	10	productivity	productivity	NOUN
aesr-6169	284	11	in	in	ADP
aesr-6169	284	12	study	study	NOUN
aesr-6169	284	13	area	area	NOUN
aesr-6169	284	14	.	.	PUNCT
aesr-6169	285	1	table	table	NOUN
aesr-6169	285	2	6	6	NUM
aesr-6169	285	3	.	.	PUNCT
aesr-6169	286	1	predictive	predictive	ADJ
aesr-6169	286	2	performance	performance	NOUN
aesr-6169	286	3	of	of	ADP
aesr-6169	286	4	probit	probit	NOUN
aesr-6169	286	5	(	(	PUNCT
aesr-6169	286	6	in	in	ADP
aesr-6169	286	7	%	%	NOUN
aesr-6169	286	8	)	)	PUNCT
aesr-6169	286	9	.	.	PUNCT
aesr-6169	287	1	performance	performance	NOUN
aesr-6169	287	2	indicator	indicator	NOUN
aesr-6169	287	3	credit	credit	NOUN
aesr-6169	287	4	overall	overall	ADJ
aesr-6169	287	5	correct	correct	ADJ
aesr-6169	287	6	classification	classification	NOUN
aesr-6169	287	7	rate	rate	NOUN
aesr-6169	287	8	75.09	75.09	NUM
aesr-6169	287	9	correct	correct	ADJ
aesr-6169	287	10	non	non	ADJ
aesr-6169	287	11	-	-	ADJ
aesr-6169	287	12	treatment	treatment	ADJ
aesr-6169	287	13	classification	classification	NOUN
aesr-6169	287	14	rate	rate	NOUN
aesr-6169	287	15	92.70	92.70	NUM
aesr-6169	287	16	correct	correct	ADJ
aesr-6169	287	17	treatment	treatment	NOUN
aesr-6169	287	18	classification	classification	NOUN
aesr-6169	287	19	rate	rate	NOUN
aesr-6169	287	20	25.78	25.78	NUM
aesr-6169	287	21	4.5	4.5	NUM
aesr-6169	287	22	.	.	PUNCT
aesr-6169	288	1	average	average	ADJ
aesr-6169	288	2	treatment	treatment	NOUN
aesr-6169	288	3	effect	effect	NOUN
aesr-6169	288	4	on	on	ADP
aesr-6169	288	5	the	the	DET
aesr-6169	288	6	treated	treat	VERB
aesr-6169	288	7	(	(	PUNCT
aesr-6169	288	8	att	att	PROPN
aesr-6169	288	9	)	)	PUNCT
aesr-6169	288	10	productivity	productivity	NOUN
aesr-6169	288	11	differences	difference	NOUN
aesr-6169	288	12	result	result	VERB
aesr-6169	288	13	table	table	NOUN
aesr-6169	288	14	7	7	NUM
aesr-6169	288	15	presents	present	NOUN
aesr-6169	288	16	att	att	PROPN
aesr-6169	288	17	regarding	regard	VERB
aesr-6169	288	18	productivity	productivity	NOUN
aesr-6169	288	19	differences	difference	NOUN
aesr-6169	288	20	.	.	PUNCT
aesr-6169	289	1	att	att	PROPN
aesr-6169	289	2	was	be	AUX
aesr-6169	289	3	determined	determine	VERB
aesr-6169	289	4	by	by	ADP
aesr-6169	289	5	calculating	calculate	VERB
aesr-6169	289	6	the	the	DET
aesr-6169	289	7	difference	difference	NOUN
aesr-6169	289	8	in	in	ADP
aesr-6169	289	9	contract	contract	NOUN
aesr-6169	289	10	productivities	productivity	NOUN
aesr-6169	289	11	between	between	ADP
aesr-6169	289	12	the	the	DET
aesr-6169	289	13	treated	treat	VERB
aesr-6169	289	14	group	group	NOUN
aesr-6169	289	15	(	(	PUNCT
aesr-6169	289	16	beneficiaries	beneficiary	NOUN
aesr-6169	289	17	)	)	PUNCT
aesr-6169	289	18	and	and	CCONJ
aesr-6169	289	19	the	the	DET
aesr-6169	289	20	control	control	NOUN
aesr-6169	289	21	group	group	NOUN
aesr-6169	289	22	(	(	PUNCT
aesr-6169	289	23	non	non	ADJ
aesr-6169	289	24	-	-	NOUN
aesr-6169	289	25	beneficiaries	beneficiary	NOUN
aesr-6169	289	26	)	)	PUNCT
aesr-6169	289	27	with	with	ADP
aesr-6169	289	28	comparable	comparable	ADJ
aesr-6169	289	29	propensity	propensity	NOUN
aesr-6169	289	30	scores	score	NOUN
aesr-6169	289	31	.	.	PUNCT
aesr-6169	290	1	the	the	DET
aesr-6169	290	2	methods	method	NOUN
aesr-6169	290	3	employed	employ	VERB
aesr-6169	290	4	for	for	ADP
aesr-6169	290	5	att	att	PROPN
aesr-6169	290	6	productivity	productivity	NOUN
aesr-6169	290	7	comparisons	comparison	NOUN
aesr-6169	290	8	included	include	VERB
aesr-6169	290	9	nearest	near	ADJ
aesr-6169	290	10	neighbour	neighbour	NOUN
aesr-6169	290	11	,	,	PUNCT
aesr-6169	290	12	radius	radius	NOUN
aesr-6169	290	13	,	,	PUNCT
aesr-6169	290	14	kernel	kernel	NOUN
aesr-6169	290	15	,	,	PUNCT
aesr-6169	290	16	and	and	CCONJ
aesr-6169	290	17	stratification	stratification	NOUN
aesr-6169	290	18	matching	matching	NOUN
aesr-6169	290	19	.	.	PUNCT
aesr-6169	291	1	table	table	NOUN
aesr-6169	291	2	7	7	NUM
aesr-6169	291	3	presents	present	VERB
aesr-6169	291	4	the	the	DET
aesr-6169	291	5	total	total	ADJ
aesr-6169	291	6	number	number	NOUN
aesr-6169	291	7	of	of	ADP
aesr-6169	291	8	treated	treat	VERB
aesr-6169	291	9	contracts	contract	NOUN
aesr-6169	291	10	,	,	PUNCT
aesr-6169	291	11	the	the	DET
aesr-6169	291	12	corresponding	corresponding	ADJ
aesr-6169	291	13	number	number	NOUN
aesr-6169	291	14	of	of	ADP
aesr-6169	291	15	control	control	NOUN
aesr-6169	291	16	contracts	contract	NOUN
aesr-6169	291	17	utilized	utilize	VERB
aesr-6169	291	18	for	for	ADP
aesr-6169	291	19	matching	matching	NOUN
aesr-6169	291	20	,	,	PUNCT
aesr-6169	291	21	att	att	PROPN
aesr-6169	291	22	productivity	productivity	NOUN
aesr-6169	291	23	differences	difference	NOUN
aesr-6169	291	24	,	,	PUNCT
aesr-6169	291	25	the	the	DET
aesr-6169	291	26	att	att	PROPN
aesr-6169	291	27	productivity	productivity	NOUN
aesr-6169	291	28	differences	difference	NOUN
aesr-6169	291	29	expressed	express	VERB
aesr-6169	291	30	as	as	ADP
aesr-6169	291	31	a	a	DET
aesr-6169	291	32	percentage	percentage	NOUN
aesr-6169	291	33	of	of	ADP
aesr-6169	291	34	average	average	ADJ
aesr-6169	291	35	productivities	productivity	NOUN
aesr-6169	291	36	,	,	PUNCT
aesr-6169	291	37	and	and	CCONJ
aesr-6169	291	38	the	the	DET
aesr-6169	291	39	t	t	PROPN
aesr-6169	291	40	-	-	PUNCT
aesr-6169	291	41	statistics	statistic	NOUN
aesr-6169	291	42	for	for	ADP
aesr-6169	291	43	the	the	DET
aesr-6169	291	44	productivity	productivity	NOUN
aesr-6169	291	45	comparisons	comparison	NOUN
aesr-6169	291	46	.	.	PUNCT
aesr-6169	292	1	radius	radius	NOUN
aesr-6169	292	2	,	,	PUNCT
aesr-6169	292	3	kernel	kernel	NOUN
aesr-6169	292	4	,	,	PUNCT
aesr-6169	292	5	and	and	CCONJ
aesr-6169	292	6	stratification	stratification	NOUN
aesr-6169	292	7	matching	matching	NOUN
aesr-6169	292	8	utilize	utilize	VERB
aesr-6169	292	9	all	all	DET
aesr-6169	292	10	control	control	NOUN
aesr-6169	292	11	contracts	contract	NOUN
aesr-6169	292	12	,	,	PUNCT
aesr-6169	292	13	whereas	whereas	SCONJ
aesr-6169	292	14	nearest	near	ADJ
aesr-6169	292	15	neighbour	neighbour	ADJ
aesr-6169	292	16	agriculture	agriculture	NOUN
aesr-6169	292	17	and	and	CCONJ
aesr-6169	292	18	food	food	NOUN
aesr-6169	292	19	sciences	sciences	PROPN
aesr-6169	292	20	research	research	NOUN
aesr-6169	292	21	,	,	PUNCT
aesr-6169	292	22	2024	2024	NUM
aesr-6169	292	23	,	,	PUNCT
aesr-6169	292	24	11(2	11(2	NUM
aesr-6169	292	25	):	):	PUNCT
aesr-6169	292	26	87	87	NUM
aesr-6169	292	27	-	-	SYM
aesr-6169	292	28	95	95	NUM
aesr-6169	292	29	94	94	NUM
aesr-6169	293	1	©	©	ADP
aesr-6169	293	2	2024by	2024by	NOUN
aesr-6169	293	3	the	the	DET
aesr-6169	293	4	authors	author	NOUN
aesr-6169	293	5	;	;	PUNCT
aesr-6169	293	6	licensee	licensee	PROPN
aesr-6169	293	7	asian	asian	ADJ
aesr-6169	293	8	online	online	PROPN
aesr-6169	293	9	journal	journal	PROPN
aesr-6169	293	10	publishing	publishing	NOUN
aesr-6169	293	11	group	group	NOUN
aesr-6169	293	12	matching	matching	NOUN
aesr-6169	293	13	employs	employ	VERB
aesr-6169	293	14	only	only	ADV
aesr-6169	293	15	a	a	DET
aesr-6169	293	16	subset	subset	NOUN
aesr-6169	293	17	of	of	ADP
aesr-6169	293	18	these	these	DET
aesr-6169	293	19	contracts	contract	NOUN
aesr-6169	293	20	(	(	PUNCT
aesr-6169	293	21	151	151	NUM
aesr-6169	293	22	out	out	ADP
aesr-6169	293	23	of	of	ADP
aesr-6169	293	24	608	608	NUM
aesr-6169	293	25	)	)	PUNCT
aesr-6169	293	26	that	that	PRON
aesr-6169	293	27	exhibit	exhibit	VERB
aesr-6169	293	28	the	the	DET
aesr-6169	293	29	closest	close	ADJ
aesr-6169	293	30	propensity	propensity	NOUN
aesr-6169	293	31	scores	score	NOUN
aesr-6169	293	32	to	to	ADP
aesr-6169	293	33	the	the	DET
aesr-6169	293	34	treated	treat	VERB
aesr-6169	293	35	contracts	contract	NOUN
aesr-6169	293	36	.	.	PUNCT
aesr-6169	294	1	each	each	DET
aesr-6169	294	2	treated	treat	VERB
aesr-6169	294	3	contract	contract	NOUN
aesr-6169	294	4	was	be	AUX
aesr-6169	294	5	paired	pair	VERB
aesr-6169	294	6	with	with	ADP
aesr-6169	294	7	one	one	NUM
aesr-6169	294	8	or	or	CCONJ
aesr-6169	294	9	more	more	ADJ
aesr-6169	294	10	control	control	NOUN
aesr-6169	294	11	contracts	contract	NOUN
aesr-6169	294	12	.	.	PUNCT
aesr-6169	295	1	nearest	near	ADJ
aesr-6169	295	2	neighbour	neighbour	PROPN
aesr-6169	295	3	matching	matching	NOUN
aesr-6169	295	4	involved	involve	VERB
aesr-6169	295	5	pairing	pair	VERB
aesr-6169	295	6	each	each	DET
aesr-6169	295	7	treated	treat	VERB
aesr-6169	295	8	contract	contract	NOUN
aesr-6169	295	9	with	with	ADP
aesr-6169	295	10	one	one	NUM
aesr-6169	295	11	or	or	CCONJ
aesr-6169	295	12	more	more	ADJ
aesr-6169	295	13	control	control	NOUN
aesr-6169	295	14	contracts	contract	NOUN
aesr-6169	295	15	that	that	PRON
aesr-6169	295	16	exhibited	exhibit	VERB
aesr-6169	295	17	the	the	DET
aesr-6169	295	18	closest	close	ADJ
aesr-6169	295	19	propensity	propensity	NOUN
aesr-6169	295	20	score	score	NOUN
aesr-6169	295	21	.	.	PUNCT
aesr-6169	296	1	all	all	DET
aesr-6169	296	2	225	225	NUM
aesr-6169	296	3	beneficiary	beneficiary	NOUN
aesr-6169	296	4	farmers	farmer	NOUN
aesr-6169	296	5	were	be	AUX
aesr-6169	296	6	matched	match	VERB
aesr-6169	296	7	with	with	ADP
aesr-6169	296	8	151	151	NUM
aesr-6169	296	9	non	non	ADJ
aesr-6169	296	10	-	-	ADJ
aesr-6169	296	11	beneficiary	beneficiary	ADJ
aesr-6169	296	12	farmers	farmer	NOUN
aesr-6169	296	13	.	.	PUNCT
aesr-6169	297	1	att	att	PROPN
aesr-6169	297	2	for	for	ADP
aesr-6169	297	3	productivity	productivity	NOUN
aesr-6169	297	4	differences	difference	NOUN
aesr-6169	297	5	is	be	AUX
aesr-6169	297	6	0.347	0.347	NUM
aesr-6169	297	7	,	,	PUNCT
aesr-6169	297	8	which	which	PRON
aesr-6169	297	9	is	be	AUX
aesr-6169	297	10	significant	significant	ADJ
aesr-6169	297	11	at	at	ADP
aesr-6169	297	12	the	the	DET
aesr-6169	297	13	1	1	NUM
aesr-6169	297	14	%	%	NOUN
aesr-6169	297	15	.	.	PUNCT
aesr-6169	298	1	the	the	DET
aesr-6169	298	2	att	att	PROPN
aesr-6169	298	3	percent	percent	NOUN
aesr-6169	298	4	productivity	productivity	NOUN
aesr-6169	298	5	difference	difference	NOUN
aesr-6169	298	6	was	be	AUX
aesr-6169	298	7	25.04	25.04	NUM
aesr-6169	298	8	%	%	NOUN
aesr-6169	298	9	.	.	PUNCT
aesr-6169	299	1	this	this	DET
aesr-6169	299	2	result	result	NOUN
aesr-6169	299	3	implies	imply	VERB
aesr-6169	299	4	that	that	SCONJ
aesr-6169	299	5	boa	boa	PROPN
aesr-6169	299	6	credit	credit	NOUN
aesr-6169	299	7	increases	increase	VERB
aesr-6169	299	8	the	the	DET
aesr-6169	299	9	agricultural	agricultural	ADJ
aesr-6169	299	10	productivity	productivity	NOUN
aesr-6169	299	11	by	by	ADP
aesr-6169	299	12	25.0	25.0	NUM
aesr-6169	299	13	percent	percent	NOUN
aesr-6169	299	14	in	in	ADP
aesr-6169	299	15	the	the	DET
aesr-6169	299	16	study	study	NOUN
aesr-6169	299	17	area	area	NOUN
aesr-6169	299	18	.	.	PUNCT
aesr-6169	300	1	radius	radius	NOUN
aesr-6169	300	2	matching	matching	NOUN
aesr-6169	300	3	matched	match	VERB
aesr-6169	300	4	each	each	DET
aesr-6169	300	5	treated	treat	VERB
aesr-6169	300	6	contract	contract	NOUN
aesr-6169	300	7	with	with	ADP
aesr-6169	300	8	one	one	NUM
aesr-6169	300	9	or	or	CCONJ
aesr-6169	300	10	more	more	ADJ
aesr-6169	300	11	control	control	NOUN
aesr-6169	300	12	contracts	contract	NOUN
aesr-6169	300	13	that	that	PRON
aesr-6169	300	14	has	have	VERB
aesr-6169	300	15	the	the	DET
aesr-6169	300	16	similar	similar	ADJ
aesr-6169	300	17	radius	radius	NOUN
aesr-6169	300	18	.	.	PUNCT
aesr-6169	301	1	it	it	PRON
aesr-6169	301	2	matched	match	VERB
aesr-6169	301	3	all	all	DET
aesr-6169	301	4	225	225	NUM
aesr-6169	301	5	beneficiaries	beneficiary	NOUN
aesr-6169	301	6	with	with	ADP
aesr-6169	301	7	608	608	NUM
aesr-6169	301	8	non	non	ADJ
aesr-6169	301	9	-	-	ADJ
aesr-6169	301	10	beneficiaries	beneficiary	NOUN
aesr-6169	301	11	farmers	farmer	NOUN
aesr-6169	301	12	.	.	PUNCT
aesr-6169	302	1	it	it	PRON
aesr-6169	302	2	used	use	VERB
aesr-6169	302	3	more	more	ADJ
aesr-6169	302	4	control	control	NOUN
aesr-6169	302	5	than	than	ADP
aesr-6169	302	6	nearest	nearest	ADP
aesr-6169	302	7	neighbour	neighbour	NOUN
aesr-6169	302	8	.	.	PUNCT
aesr-6169	303	1	att	att	PROPN
aesr-6169	303	2	productivity	productivity	PROPN
aesr-6169	303	3	for	for	ADP
aesr-6169	303	4	radius	radius	NOUN
aesr-6169	303	5	matching	matching	NOUN
aesr-6169	303	6	was	be	AUX
aesr-6169	303	7	0.351	0.351	NUM
aesr-6169	303	8	which	which	PRON
aesr-6169	303	9	was	be	AUX
aesr-6169	303	10	significant	significant	ADJ
aesr-6169	303	11	at	at	ADP
aesr-6169	303	12	1	1	NUM
aesr-6169	303	13	%	%	NOUN
aesr-6169	303	14	level	level	NOUN
aesr-6169	303	15	of	of	ADP
aesr-6169	303	16	significance	significance	NOUN
aesr-6169	303	17	and	and	CCONJ
aesr-6169	303	18	att	att	PROPN
aesr-6169	303	19	percent	percent	NOUN
aesr-6169	303	20	productivity	productivity	NOUN
aesr-6169	303	21	difference	difference	NOUN
aesr-6169	303	22	was	be	AUX
aesr-6169	303	23	25.33	25.33	NUM
aesr-6169	303	24	%	%	NOUN
aesr-6169	303	25	.	.	PUNCT
aesr-6169	304	1	this	this	DET
aesr-6169	304	2	result	result	NOUN
aesr-6169	304	3	implies	imply	VERB
aesr-6169	304	4	that	that	SCONJ
aesr-6169	304	5	boa	boa	PROPN
aesr-6169	304	6	credit	credit	NOUN
aesr-6169	304	7	increases	increase	VERB
aesr-6169	304	8	the	the	DET
aesr-6169	304	9	agricultural	agricultural	ADJ
aesr-6169	304	10	productivity	productivity	NOUN
aesr-6169	304	11	by	by	ADP
aesr-6169	304	12	25.33	25.33	NUM
aesr-6169	304	13	percent	percent	NOUN
aesr-6169	304	14	in	in	ADP
aesr-6169	304	15	the	the	DET
aesr-6169	304	16	study	study	NOUN
aesr-6169	304	17	area	area	NOUN
aesr-6169	304	18	.	.	PUNCT
aesr-6169	305	1	kernel	kernel	PROPN
aesr-6169	305	2	matching	matching	PROPN
aesr-6169	305	3	paired	pair	VERB
aesr-6169	305	4	each	each	DET
aesr-6169	305	5	treated	treat	VERB
aesr-6169	305	6	contract	contract	NOUN
aesr-6169	305	7	with	with	ADP
aesr-6169	305	8	a	a	DET
aesr-6169	305	9	weighted	weighted	ADJ
aesr-6169	305	10	average	average	NOUN
aesr-6169	305	11	of	of	ADP
aesr-6169	305	12	all	all	DET
aesr-6169	305	13	control	control	NOUN
aesr-6169	305	14	contracts	contract	NOUN
aesr-6169	305	15	,	,	PUNCT
aesr-6169	305	16	assigning	assign	VERB
aesr-6169	305	17	weights	weight	NOUN
aesr-6169	305	18	that	that	PRON
aesr-6169	305	19	are	be	AUX
aesr-6169	305	20	inversely	inversely	ADV
aesr-6169	305	21	proportionate	proportionate	ADJ
aesr-6169	305	22	to	to	ADP
aesr-6169	305	23	the	the	DET
aesr-6169	305	24	distance	distance	NOUN
aesr-6169	305	25	between	between	ADP
aesr-6169	305	26	the	the	DET
aesr-6169	305	27	propensity	propensity	NOUN
aesr-6169	305	28	scores	score	NOUN
aesr-6169	305	29	of	of	ADP
aesr-6169	305	30	the	the	DET
aesr-6169	305	31	treated	treat	VERB
aesr-6169	305	32	and	and	CCONJ
aesr-6169	305	33	control	control	NOUN
aesr-6169	305	34	contracts	contract	NOUN
aesr-6169	305	35	.	.	PUNCT
aesr-6169	306	1	it	it	PRON
aesr-6169	306	2	correlated	correlate	VERB
aesr-6169	306	3	all	all	DET
aesr-6169	306	4	225	225	NUM
aesr-6169	306	5	beneficiaries	beneficiary	NOUN
aesr-6169	306	6	with	with	ADP
aesr-6169	306	7	608	608	NUM
aesr-6169	306	8	non	non	ADJ
aesr-6169	306	9	-	-	ADJ
aesr-6169	306	10	beneficiary	beneficiary	ADJ
aesr-6169	306	11	farms	farm	NOUN
aesr-6169	306	12	.	.	PUNCT
aesr-6169	307	1	it	it	PRON
aesr-6169	307	2	used	use	VERB
aesr-6169	307	3	the	the	DET
aesr-6169	307	4	same	same	ADJ
aesr-6169	307	5	quantity	quantity	NOUN
aesr-6169	307	6	of	of	ADP
aesr-6169	307	7	controls	control	NOUN
aesr-6169	307	8	as	as	ADP
aesr-6169	307	9	radius	radius	NOUN
aesr-6169	307	10	matching	matching	NOUN
aesr-6169	307	11	.	.	PUNCT
aesr-6169	308	1	the	the	DET
aesr-6169	308	2	average	average	ADJ
aesr-6169	308	3	treatment	treatment	NOUN
aesr-6169	308	4	effect	effect	NOUN
aesr-6169	308	5	(	(	PUNCT
aesr-6169	308	6	att	att	PROPN
aesr-6169	308	7	)	)	PUNCT
aesr-6169	308	8	productivity	productivity	NOUN
aesr-6169	308	9	for	for	ADP
aesr-6169	308	10	kernel	kernel	PROPN
aesr-6169	308	11	matching	matching	PROPN
aesr-6169	308	12	was	be	AUX
aesr-6169	308	13	0.358	0.358	NUM
aesr-6169	308	14	,	,	PUNCT
aesr-6169	308	15	significant	significant	ADJ
aesr-6169	308	16	at	at	ADP
aesr-6169	308	17	the	the	DET
aesr-6169	308	18	1	1	NUM
aesr-6169	308	19	%	%	NOUN
aesr-6169	308	20	level	level	NOUN
aesr-6169	308	21	,	,	PUNCT
aesr-6169	308	22	with	with	ADP
aesr-6169	308	23	an	an	DET
aesr-6169	308	24	att	att	PROPN
aesr-6169	308	25	percent	percent	NOUN
aesr-6169	308	26	productivity	productivity	NOUN
aesr-6169	308	27	difference	difference	NOUN
aesr-6169	308	28	of	of	ADP
aesr-6169	308	29	25.84	25.84	NUM
aesr-6169	308	30	%	%	NOUN
aesr-6169	308	31	.	.	PUNCT
aesr-6169	309	1	this	this	DET
aesr-6169	309	2	result	result	NOUN
aesr-6169	309	3	implies	imply	VERB
aesr-6169	309	4	that	that	SCONJ
aesr-6169	309	5	boa	boa	PROPN
aesr-6169	309	6	credit	credit	NOUN
aesr-6169	309	7	increases	increase	VERB
aesr-6169	309	8	the	the	DET
aesr-6169	309	9	agricultural	agricultural	ADJ
aesr-6169	309	10	productivity	productivity	NOUN
aesr-6169	309	11	by	by	ADP
aesr-6169	309	12	25.84	25.84	NUM
aesr-6169	309	13	percent	percent	NOUN
aesr-6169	309	14	in	in	ADP
aesr-6169	309	15	the	the	DET
aesr-6169	309	16	study	study	NOUN
aesr-6169	309	17	area	area	NOUN
aesr-6169	309	18	.	.	PUNCT
aesr-6169	310	1	stratification	stratification	NOUN
aesr-6169	310	2	matching	matching	NOUN
aesr-6169	310	3	,	,	PUNCT
aesr-6169	310	4	matched	match	VERB
aesr-6169	310	5	each	each	DET
aesr-6169	310	6	treated	treat	VERB
aesr-6169	310	7	contract	contract	NOUN
aesr-6169	310	8	with	with	ADP
aesr-6169	310	9	one	one	NUM
aesr-6169	310	10	or	or	CCONJ
aesr-6169	310	11	more	more	ADJ
aesr-6169	310	12	control	control	NOUN
aesr-6169	310	13	contracts	contract	NOUN
aesr-6169	310	14	that	that	PRON
aesr-6169	310	15	have	have	VERB
aesr-6169	310	16	the	the	DET
aesr-6169	310	17	similar	similar	ADJ
aesr-6169	310	18	strata	strata	NOUN
aesr-6169	310	19	.	.	PUNCT
aesr-6169	311	1	it	it	PRON
aesr-6169	311	2	matched	match	VERB
aesr-6169	311	3	all	all	DET
aesr-6169	311	4	225	225	NUM
aesr-6169	311	5	treatments	treatment	NOUN
aesr-6169	311	6	with	with	ADP
aesr-6169	311	7	608	608	NUM
aesr-6169	311	8	controls	control	NOUN
aesr-6169	311	9	farmers	farmer	NOUN
aesr-6169	311	10	.	.	PUNCT
aesr-6169	312	1	att	att	PROPN
aesr-6169	312	2	productivity	productivity	NOUN
aesr-6169	312	3	for	for	ADP
aesr-6169	312	4	stratification	stratification	NOUN
aesr-6169	312	5	matching	matching	NOUN
aesr-6169	312	6	was	be	AUX
aesr-6169	312	7	0.360	0.360	NUM
aesr-6169	312	8	which	which	PRON
aesr-6169	312	9	is	be	AUX
aesr-6169	312	10	significant	significant	ADJ
aesr-6169	312	11	at	at	ADP
aesr-6169	312	12	1	1	NUM
aesr-6169	312	13	%	%	NOUN
aesr-6169	312	14	and	and	CCONJ
aesr-6169	312	15	att	att	PROPN
aesr-6169	312	16	percent	percent	NOUN
aesr-6169	312	17	productivity	productivity	NOUN
aesr-6169	312	18	difference	difference	NOUN
aesr-6169	312	19	was	be	AUX
aesr-6169	312	20	25.98	25.98	NUM
aesr-6169	312	21	%	%	NOUN
aesr-6169	312	22	.	.	PUNCT
aesr-6169	313	1	this	this	DET
aesr-6169	313	2	result	result	NOUN
aesr-6169	313	3	implies	imply	VERB
aesr-6169	313	4	that	that	SCONJ
aesr-6169	313	5	boa	boa	PROPN
aesr-6169	313	6	credit	credit	NOUN
aesr-6169	313	7	increases	increase	VERB
aesr-6169	313	8	the	the	DET
aesr-6169	313	9	agricultural	agricultural	ADJ
aesr-6169	313	10	productivity	productivity	NOUN
aesr-6169	313	11	by	by	ADP
aesr-6169	313	12	25.84	25.84	NUM
aesr-6169	313	13	percent	percent	NOUN
aesr-6169	313	14	in	in	ADP
aesr-6169	313	15	southwest	southwest	NOUN
aesr-6169	313	16	.	.	PUNCT
aesr-6169	314	1	table	table	NOUN
aesr-6169	314	2	7	7	NUM
aesr-6169	314	3	.	.	PUNCT
aesr-6169	315	1	att	att	PROPN
aesr-6169	315	2	productivities	productivitie	VERB
aesr-6169	315	3	differences	difference	NOUN
aesr-6169	315	4	.	.	PUNCT
aesr-6169	316	1	matching	match	VERB
aesr-6169	316	2	method	method	NOUN
aesr-6169	316	3	number	number	NOUN
aesr-6169	316	4	of	of	ADP
aesr-6169	316	5	treated	treat	VERB
aesr-6169	316	6	number	number	NOUN
aesr-6169	316	7	of	of	ADP
aesr-6169	316	8	control	control	PROPN
aesr-6169	316	9	att	att	PROPN
aesr-6169	316	10	productivity	productivity	NOUN
aesr-6169	316	11	differences	difference	NOUN
aesr-6169	316	12	att	att	PROPN
aesr-6169	316	13	percent	percent	NOUN
aesr-6169	316	14	productivity	productivity	NOUN
aesr-6169	316	15	differences	difference	NOUN
aesr-6169	316	16	standard	standard	ADJ
aesr-6169	316	17	error	error	NOUN
aesr-6169	316	18	t	t	NOUN
aesr-6169	316	19	statistic	statistic	NOUN
aesr-6169	316	20	nearest	near	ADJ
aesr-6169	316	21	neighbour	neighbour	ADJ
aesr-6169	316	22	1.641(225	1.641(225	NUM
aesr-6169	316	23	)	)	PUNCT
aesr-6169	316	24	1.294(151	1.294(151	NUM
aesr-6169	316	25	)	)	PUNCT
aesr-6169	316	26	0.347	0.347	NUM
aesr-6169	316	27	21.04	21.04	NUM
aesr-6169	316	28	%	%	NOUN
aesr-6169	316	29	0.036	0.036	NUM
aesr-6169	316	30	9.66	9.66	NUM
aesr-6169	316	31	*	*	PUNCT
aesr-6169	316	32	*	*	PUNCT
aesr-6169	316	33	*	*	PUNCT
aesr-6169	316	34	radius	radius	NOUN
aesr-6169	316	35	1.641(225	1.641(225	NUM
aesr-6169	316	36	)	)	PUNCT
aesr-6169	316	37	1.290(608	1.290(608	NUM
aesr-6169	316	38	)	)	PUNCT
aesr-6169	316	39	0.351	0.351	NUM
aesr-6169	316	40	21.39	21.39	NUM
aesr-6169	316	41	%	%	NOUN
aesr-6169	316	42	0.031	0.031	NUM
aesr-6169	316	43	11.18	11.18	NUM
aesr-6169	316	44	*	*	PUNCT
aesr-6169	316	45	*	*	PUNCT
aesr-6169	316	46	*	*	PROPN
aesr-6169	316	47	kernel	kernel	PROPN
aesr-6169	316	48	1.641(225	1.641(225	NUM
aesr-6169	316	49	)	)	PUNCT
aesr-6169	316	50	1.283(608	1.283(608	NUM
aesr-6169	316	51	)	)	PUNCT
aesr-6169	316	52	0.358	0.358	NUM
aesr-6169	316	53	25.84	25.84	NUM
aesr-6169	316	54	%	%	NOUN
aesr-6169	316	55	stratification	stratification	NOUN
aesr-6169	316	56	1.641(225	1.641(225	NUM
aesr-6169	316	57	)	)	PUNCT
aesr-6169	316	58	1.281(608	1.281(608	NUM
aesr-6169	316	59	)	)	PUNCT
aesr-6169	316	60	0.360	0.360	NUM
aesr-6169	316	61	25.98	25.98	NUM
aesr-6169	316	62	%	%	NOUN
aesr-6169	316	63	note	note	NOUN
aesr-6169	316	64	:	:	PUNCT
aesr-6169	316	65	values	value	NOUN
aesr-6169	316	66	in	in	ADP
aesr-6169	316	67	parentheses	parenthesis	NOUN
aesr-6169	316	68	are	be	AUX
aesr-6169	316	69	numbers	number	NOUN
aesr-6169	316	70	of	of	ADP
aesr-6169	316	71	observations	observation	NOUN
aesr-6169	316	72	.	.	PUNCT
aesr-6169	317	1	*	*	PUNCT
aesr-6169	317	2	*	*	PUNCT
aesr-6169	317	3	*	*	PUNCT
aesr-6169	317	4	represents	represent	VERB
aesr-6169	317	5	1	1	NUM
aesr-6169	317	6	%	%	NOUN
aesr-6169	317	7	level	level	NOUN
aesr-6169	317	8	of	of	ADP
aesr-6169	317	9	significance	significance	NOUN
aesr-6169	317	10	.	.	PUNCT
aesr-6169	318	1	4.6	4.6	NUM
aesr-6169	318	2	.	.	PUNCT
aesr-6169	318	3	bootstrapped	bootstrappe	VERB
aesr-6169	318	4	standard	standard	ADJ
aesr-6169	318	5	errors	error	NOUN
aesr-6169	318	6	table	table	NOUN
aesr-6169	318	7	8	8	NUM
aesr-6169	318	8	presented	present	VERB
aesr-6169	318	9	the	the	DET
aesr-6169	318	10	result	result	NOUN
aesr-6169	318	11	of	of	ADP
aesr-6169	318	12	bootstrapped	bootstrappe	VERB
aesr-6169	318	13	standard	standard	ADJ
aesr-6169	318	14	error	error	NOUN
aesr-6169	318	15	.	.	PUNCT
aesr-6169	319	1	the	the	DET
aesr-6169	319	2	essence	essence	NOUN
aesr-6169	319	3	of	of	ADP
aesr-6169	319	4	bootstrapping	bootstrapping	NOUN
aesr-6169	319	5	was	be	AUX
aesr-6169	319	6	to	to	PART
aesr-6169	319	7	adjust	adjust	VERB
aesr-6169	319	8	the	the	DET
aesr-6169	319	9	standard	standard	ADJ
aesr-6169	319	10	errors	error	NOUN
aesr-6169	319	11	and	and	CCONJ
aesr-6169	319	12	therefore	therefore	ADV
aesr-6169	319	13	,	,	PUNCT
aesr-6169	319	14	correct	correct	VERB
aesr-6169	319	15	the	the	DET
aesr-6169	319	16	bias	bias	NOUN
aesr-6169	319	17	in	in	ADP
aesr-6169	319	18	the	the	DET
aesr-6169	319	19	estimate	estimate	NOUN
aesr-6169	319	20	.	.	PUNCT
aesr-6169	320	1	the	the	DET
aesr-6169	320	2	result	result	NOUN
aesr-6169	320	3	showed	show	VERB
aesr-6169	320	4	very	very	ADV
aesr-6169	320	5	little	little	ADJ
aesr-6169	320	6	or	or	CCONJ
aesr-6169	320	7	no	no	PRON
aesr-6169	320	8	difference	difference	NOUN
aesr-6169	320	9	in	in	ADP
aesr-6169	320	10	the	the	DET
aesr-6169	320	11	standard	standard	ADJ
aesr-6169	320	12	errors	error	NOUN
aesr-6169	320	13	of	of	ADP
aesr-6169	320	14	the	the	DET
aesr-6169	320	15	estimate	estimate	NOUN
aesr-6169	320	16	and	and	CCONJ
aesr-6169	320	17	that	that	PRON
aesr-6169	320	18	of	of	ADP
aesr-6169	320	19	bootstrapped	bootstrappe	VERB
aesr-6169	320	20	standard	standard	ADJ
aesr-6169	320	21	errors	error	NOUN
aesr-6169	320	22	.	.	PUNCT
aesr-6169	321	1	this	this	PRON
aesr-6169	321	2	implies	imply	VERB
aesr-6169	321	3	that	that	SCONJ
aesr-6169	321	4	there	there	PRON
aesr-6169	321	5	were	be	VERB
aesr-6169	321	6	little	little	ADJ
aesr-6169	321	7	or	or	CCONJ
aesr-6169	321	8	no	no	PRON
aesr-6169	321	9	bias	bias	NOUN
aesr-6169	321	10	in	in	ADP
aesr-6169	321	11	the	the	DET
aesr-6169	321	12	estimate	estimate	NOUN
aesr-6169	321	13	of	of	ADP
aesr-6169	321	14	the	the	DET
aesr-6169	321	15	four	four	NUM
aesr-6169	321	16	matching	matching	NOUN
aesr-6169	321	17	methods	method	NOUN
aesr-6169	321	18	used	use	VERB
aesr-6169	321	19	.	.	PUNCT
aesr-6169	322	1	the	the	DET
aesr-6169	322	2	t	t	PROPN
aesr-6169	322	3	-	-	PUNCT
aesr-6169	322	4	statistics	statistic	NOUN
aesr-6169	322	5	for	for	ADP
aesr-6169	322	6	all	all	DET
aesr-6169	322	7	the	the	DET
aesr-6169	322	8	four	four	NUM
aesr-6169	322	9	matching	matching	NOUN
aesr-6169	322	10	methods	method	NOUN
aesr-6169	322	11	used	use	VERB
aesr-6169	322	12	were	be	AUX
aesr-6169	322	13	significant	significant	ADJ
aesr-6169	322	14	at	at	ADP
aesr-6169	322	15	1	1	NUM
aesr-6169	322	16	%	%	NOUN
aesr-6169	322	17	level	level	NOUN
aesr-6169	322	18	of	of	ADP
aesr-6169	322	19	significance	significance	NOUN
aesr-6169	322	20	.	.	PUNCT
aesr-6169	323	1	table	table	NOUN
aesr-6169	323	2	8	8	NUM
aesr-6169	323	3	presents	present	VERB
aesr-6169	323	4	compelling	compelling	ADJ
aesr-6169	323	5	evidence	evidence	NOUN
aesr-6169	323	6	that	that	SCONJ
aesr-6169	323	7	the	the	DET
aesr-6169	323	8	boa	boa	PROPN
aesr-6169	323	9	credit	credit	NOUN
aesr-6169	323	10	positively	positively	ADV
aesr-6169	323	11	influences	influence	VERB
aesr-6169	323	12	agricultural	agricultural	ADJ
aesr-6169	323	13	output	output	NOUN
aesr-6169	323	14	in	in	ADP
aesr-6169	323	15	the	the	DET
aesr-6169	323	16	research	research	NOUN
aesr-6169	323	17	region	region	NOUN
aesr-6169	323	18	.	.	PUNCT
aesr-6169	324	1	table	table	NOUN
aesr-6169	324	2	8	8	NUM
aesr-6169	324	3	.	.	PUNCT
aesr-6169	324	4	bootstrapped	bootstrappe	VERB
aesr-6169	324	5	standard	standard	ADJ
aesr-6169	324	6	errors	error	NOUN
aesr-6169	324	7	of	of	ADP
aesr-6169	324	8	the	the	DET
aesr-6169	324	9	matching	matching	NOUN
aesr-6169	324	10	methods	method	NOUN
aesr-6169	324	11	.	.	PUNCT
aesr-6169	325	1	matching	match	VERB
aesr-6169	325	2	method	method	NOUN
aesr-6169	325	3	number	number	NOUN
aesr-6169	325	4	of	of	ADP
aesr-6169	325	5	treated	treat	VERB
aesr-6169	325	6	number	number	NOUN
aesr-6169	325	7	of	of	ADP
aesr-6169	325	8	control	control	PROPN
aesr-6169	325	9	att	att	PROPN
aesr-6169	325	10	productivity	productivity	NOUN
aesr-6169	325	11	differences	difference	NOUN
aesr-6169	325	12	standard	standard	ADJ
aesr-6169	325	13	error	error	NOUN
aesr-6169	325	14	t	t	NOUN
aesr-6169	325	15	-	-	PUNCT
aesr-6169	325	16	statistic	statistic	NOUN
aesr-6169	325	17	nearest	near	ADJ
aesr-6169	325	18	neighbour	neighbour	ADJ
aesr-6169	325	19	1.641(225	1.641(225	NUM
aesr-6169	325	20	)	)	PUNCT
aesr-6169	325	21	1.294(151	1.294(151	NUM
aesr-6169	325	22	)	)	PUNCT
aesr-6169	325	23	0.347	0.347	NUM
aesr-6169	325	24	0.038	0.038	NUM
aesr-6169	325	25	9.15	9.15	NUM
aesr-6169	325	26	*	*	PUNCT
aesr-6169	325	27	*	*	PUNCT
aesr-6169	325	28	*	*	PUNCT
aesr-6169	325	29	radius	radius	NOUN
aesr-6169	325	30	1.641(225	1.641(225	NUM
aesr-6169	325	31	)	)	PUNCT
aesr-6169	325	32	1.290(608	1.290(608	NUM
aesr-6169	325	33	)	)	PUNCT
aesr-6169	325	34	0.351	0.351	NUM
aesr-6169	326	1	0.034	0.034	NUM
aesr-6169	326	2	10.24	10.24	NUM
aesr-6169	326	3	*	*	PUNCT
aesr-6169	326	4	*	*	PUNCT
aesr-6169	326	5	*	*	PROPN
aesr-6169	326	6	kernel	kernel	PROPN
aesr-6169	326	7	1.641(225	1.641(225	NUM
aesr-6169	326	8	)	)	PUNCT
aesr-6169	326	9	1.283(608	1.283(608	NUM
aesr-6169	326	10	)	)	PUNCT
aesr-6169	326	11	0.358	0.358	NUM
aesr-6169	327	1	0.027	0.027	NUM
aesr-6169	327	2	13.35	13.35	NUM
aesr-6169	327	3	*	*	PUNCT
aesr-6169	327	4	*	*	PUNCT
aesr-6169	327	5	*	*	PUNCT
aesr-6169	327	6	stratification	stratification	NOUN
aesr-6169	327	7	1.641(225	1.641(225	NUM
aesr-6169	327	8	)	)	PUNCT
aesr-6169	327	9	1.281(608	1.281(608	NUM
aesr-6169	327	10	)	)	PUNCT
aesr-6169	327	11	0.360	0.360	NUM
aesr-6169	327	12	0.034	0.034	NUM
aesr-6169	327	13	10.56	10.56	NUM
aesr-6169	327	14	*	*	PUNCT
aesr-6169	327	15	*	*	PUNCT
aesr-6169	327	16	*	*	PUNCT
aesr-6169	327	17	note	note	NOUN
aesr-6169	327	18	:	:	PUNCT
aesr-6169	327	19	values	value	NOUN
aesr-6169	327	20	in	in	ADP
aesr-6169	327	21	parentheses	parenthesis	NOUN
aesr-6169	327	22	are	be	AUX
aesr-6169	327	23	numbers	number	NOUN
aesr-6169	327	24	of	of	ADP
aesr-6169	327	25	observations	observation	NOUN
aesr-6169	327	26	.	.	PUNCT
aesr-6169	328	1	*	*	PUNCT
aesr-6169	328	2	*	*	PUNCT
aesr-6169	328	3	*	*	PUNCT
aesr-6169	328	4	represents	represent	VERB
aesr-6169	328	5	1	1	NUM
aesr-6169	328	6	%	%	NOUN
aesr-6169	328	7	.	.	PUNCT
aesr-6169	329	1	4.7	4.7	NUM
aesr-6169	329	2	.	.	PUNCT
aesr-6169	329	3	result	result	NOUN
aesr-6169	329	4	of	of	ADP
aesr-6169	329	5	the	the	DET
aesr-6169	329	6	t	t	NOUN
aesr-6169	329	7	-	-	PUNCT
aesr-6169	329	8	test	test	NOUN
aesr-6169	329	9	table	table	NOUN
aesr-6169	329	10	9	9	NUM
aesr-6169	329	11	presented	present	VERB
aesr-6169	329	12	the	the	DET
aesr-6169	329	13	results	result	NOUN
aesr-6169	329	14	of	of	ADP
aesr-6169	329	15	the	the	DET
aesr-6169	329	16	hypotheses	hypothesis	NOUN
aesr-6169	329	17	.	.	PUNCT
aesr-6169	330	1	results	result	NOUN
aesr-6169	330	2	revealed	reveal	VERB
aesr-6169	330	3	that	that	SCONJ
aesr-6169	330	4	,	,	PUNCT
aesr-6169	330	5	there	there	PRON
aesr-6169	330	6	were	be	VERB
aesr-6169	330	7	significant	significant	ADJ
aesr-6169	330	8	differences	difference	NOUN
aesr-6169	330	9	between	between	ADP
aesr-6169	330	10	boa	boa	PROPN
aesr-6169	330	11	credit	credit	NOUN
aesr-6169	330	12	beneficiary	beneficiary	NOUN
aesr-6169	330	13	farmers	farmer	NOUN
aesr-6169	330	14	and	and	CCONJ
aesr-6169	330	15	non	non	ADJ
aesr-6169	330	16	-	-	ADJ
aesr-6169	330	17	beneficiary	beneficiary	ADJ
aesr-6169	330	18	farmers	farmer	NOUN
aesr-6169	330	19	with	with	ADP
aesr-6169	330	20	respect	respect	NOUN
aesr-6169	330	21	to	to	ADP
aesr-6169	330	22	sex	sex	NOUN
aesr-6169	330	23	,	,	PUNCT
aesr-6169	330	24	years	year	NOUN
aesr-6169	330	25	of	of	ADP
aesr-6169	330	26	schooling	schooling	NOUN
aesr-6169	330	27	,	,	PUNCT
aesr-6169	330	28	household	household	NOUN
aesr-6169	330	29	size	size	NOUN
aesr-6169	330	30	,	,	PUNCT
aesr-6169	330	31	main	main	ADJ
aesr-6169	330	32	occupation	occupation	NOUN
aesr-6169	330	33	,	,	PUNCT
aesr-6169	330	34	contact	contact	NOUN
aesr-6169	330	35	with	with	ADP
aesr-6169	330	36	extension	extension	NOUN
aesr-6169	330	37	agents	agent	NOUN
aesr-6169	330	38	,	,	PUNCT
aesr-6169	330	39	membership	membership	NOUN
aesr-6169	330	40	of	of	ADP
aesr-6169	330	41	organizations	organization	NOUN
aesr-6169	330	42	and	and	CCONJ
aesr-6169	330	43	farm	farm	NOUN
aesr-6169	330	44	size	size	NOUN
aesr-6169	330	45	.	.	PUNCT
aesr-6169	331	1	household	household	NOUN
aesr-6169	331	2	size	size	NOUN
aesr-6169	331	3	was	be	AUX
aesr-6169	331	4	significant	significant	ADJ
aesr-6169	331	5	at	at	ADP
aesr-6169	331	6	10	10	NUM
aesr-6169	331	7	%	%	NOUN
aesr-6169	331	8	.	.	PUNCT
aesr-6169	332	1	sex	sex	NOUN
aesr-6169	332	2	,	,	PUNCT
aesr-6169	332	3	years	year	NOUN
aesr-6169	332	4	of	of	ADP
aesr-6169	332	5	schooling	schooling	NOUN
aesr-6169	332	6	were	be	AUX
aesr-6169	332	7	significant	significant	ADJ
aesr-6169	332	8	at	at	ADP
aesr-6169	332	9	5	5	NUM
aesr-6169	332	10	%	%	NOUN
aesr-6169	332	11	while	while	SCONJ
aesr-6169	332	12	main	main	ADJ
aesr-6169	332	13	occupation	occupation	NOUN
aesr-6169	332	14	,	,	PUNCT
aesr-6169	332	15	contact	contact	NOUN
aesr-6169	332	16	with	with	ADP
aesr-6169	332	17	extension	extension	NOUN
aesr-6169	332	18	agent	agent	NOUN
aesr-6169	332	19	,	,	PUNCT
aesr-6169	332	20	membership	membership	NOUN
aesr-6169	332	21	of	of	ADP
aesr-6169	332	22	organizations	organization	NOUN
aesr-6169	332	23	and	and	CCONJ
aesr-6169	332	24	farm	farm	NOUN
aesr-6169	332	25	size	size	NOUN
aesr-6169	332	26	were	be	AUX
aesr-6169	332	27	significant	significant	ADJ
aesr-6169	332	28	at	at	ADP
aesr-6169	332	29	1	1	NUM
aesr-6169	332	30	%	%	NOUN
aesr-6169	332	31	;	;	PUNCT
aesr-6169	332	32	hence	hence	ADV
aesr-6169	332	33	,	,	PUNCT
aesr-6169	332	34	null	null	ADJ
aesr-6169	332	35	hypotheses	hypothesis	NOUN
aesr-6169	332	36	were	be	AUX
aesr-6169	332	37	rejected	reject	VERB
aesr-6169	332	38	.	.	PUNCT
aesr-6169	333	1	there	there	PRON
aesr-6169	333	2	were	be	VERB
aesr-6169	333	3	no	no	DET
aesr-6169	333	4	significant	significant	ADJ
aesr-6169	333	5	difference	difference	NOUN
aesr-6169	333	6	between	between	ADP
aesr-6169	333	7	the	the	DET
aesr-6169	333	8	beneficiaries	beneficiary	NOUN
aesr-6169	333	9	and	and	CCONJ
aesr-6169	333	10	non	non	NOUN
aesr-6169	333	11	-	-	NOUN
aesr-6169	333	12	beneficiaries	beneficiary	NOUN
aesr-6169	333	13	with	with	ADP
aesr-6169	333	14	respect	respect	NOUN
aesr-6169	333	15	to	to	ADP
aesr-6169	333	16	age	age	NOUN
aesr-6169	333	17	,	,	PUNCT
aesr-6169	333	18	marital	marital	ADJ
aesr-6169	333	19	status	status	NOUN
aesr-6169	333	20	and	and	CCONJ
aesr-6169	333	21	farming	farming	NOUN
aesr-6169	333	22	years	year	NOUN
aesr-6169	333	23	of	of	ADP
aesr-6169	333	24	experience	experience	NOUN
aesr-6169	333	25	;	;	PUNCT
aesr-6169	333	26	hence	hence	ADV
aesr-6169	333	27	,	,	PUNCT
aesr-6169	333	28	null	null	ADJ
aesr-6169	333	29	hypotheses	hypothesis	NOUN
aesr-6169	333	30	were	be	AUX
aesr-6169	333	31	accepted	accept	VERB
aesr-6169	333	32	.	.	PUNCT
aesr-6169	334	1	table	table	NOUN
aesr-6169	334	2	9	9	NUM
aesr-6169	334	3	.	.	X
aesr-6169	334	4	t	t	NOUN
aesr-6169	334	5	-	-	PUNCT
aesr-6169	334	6	test	test	NOUN
aesr-6169	334	7	estimates	estimate	NOUN
aesr-6169	334	8	of	of	ADP
aesr-6169	334	9	the	the	DET
aesr-6169	334	10	variables	variable	NOUN
aesr-6169	334	11	(	(	PUNCT
aesr-6169	334	12	difference	difference	NOUN
aesr-6169	334	13	between	between	ADP
aesr-6169	334	14	means	mean	NOUN
aesr-6169	334	15	)	)	PUNCT
aesr-6169	334	16	.	.	PUNCT
aesr-6169	335	1	variables	variable	NOUN
aesr-6169	335	2	mean	mean	VERB
aesr-6169	335	3	diff	diff	PROPN
aesr-6169	335	4	std	std	PROPN
aesr-6169	335	5	.	.	PUNCT
aesr-6169	335	6	error	error	NOUN
aesr-6169	335	7	t	t	NOUN
aesr-6169	335	8	-	-	PUNCT
aesr-6169	335	9	value	value	NOUN
aesr-6169	335	10	p	p	NOUN
aesr-6169	335	11	-	-	PUNCT
aesr-6169	335	12	value	value	NOUN
aesr-6169	335	13	decision	decision	NOUN
aesr-6169	335	14	treated	treat	VERB
aesr-6169	335	15	control	control	NOUN
aesr-6169	335	16	age	age	NOUN
aesr-6169	335	17	48.480	48.480	NUM
aesr-6169	336	1	47.630	47.630	NUM
aesr-6169	336	2	0.847	0.847	NUM
aesr-6169	336	3	0.858	0.858	NUM
aesr-6169	336	4	0.99	0.99	NUM
aesr-6169	336	5	0.324	0.324	NUM
aesr-6169	336	6	accept	accept	VERB
aesr-6169	336	7	ho	ho	PROPN
aesr-6169	336	8	sex	sex	NOUN
aesr-6169	336	9	0.910	0.910	NUM
aesr-6169	336	10	0.850	0.850	NUM
aesr-6169	336	11	0.054	0.054	NUM
aesr-6169	336	12	0.026	0.026	NUM
aesr-6169	336	13	2.08	2.08	NUM
aesr-6169	336	14	0.038	0.038	NUM
aesr-6169	336	15	*	*	PUNCT
aesr-6169	336	16	*	*	AUX
aesr-6169	336	17	reject	reject	VERB
aesr-6169	336	18	ho	ho	PROPN
aesr-6169	336	19	married	marry	VERB
aesr-6169	336	20	0.857	0.857	NUM
aesr-6169	336	21	0.846	0.846	NUM
aesr-6169	336	22	0.011	0.011	NUM
aesr-6169	336	23	0.028	0.028	NUM
aesr-6169	336	24	0.42	0.42	NUM
aesr-6169	336	25	0.673	0.673	NUM
aesr-6169	336	26	accept	accept	VERB
aesr-6169	336	27	ho	ho	ADJ
aesr-6169	336	28	years	year	NOUN
aesr-6169	336	29	of	of	ADP
aesr-6169	336	30	schooling	school	VERB
aesr-6169	336	31	7.836	7.836	NUM
aesr-6169	336	32	7.108	7.108	NUM
aesr-6169	336	33	0.728	0.728	NUM
aesr-6169	336	34	0.360	0.360	NUM
aesr-6169	336	35	2.02	2.02	NUM
aesr-6169	336	36	0.044	0.044	NUM
aesr-6169	336	37	*	*	PUNCT
aesr-6169	336	38	*	*	PUNCT
aesr-6169	336	39	reject	reject	VERB
aesr-6169	336	40	ho	ho	ADJ
aesr-6169	336	41	household	household	NOUN
aesr-6169	336	42	size	size	NOUN
aesr-6169	336	43	7.862	7.862	NUM
aesr-6169	336	44	7.405	7.405	NUM
aesr-6169	336	45	0.457	0.457	NUM
aesr-6169	336	46	0.259	0.259	NUM
aesr-6169	336	47	1.76	1.76	NUM
aesr-6169	336	48	0.078	0.078	NUM
aesr-6169	336	49	*	*	PUNCT
aesr-6169	336	50	reject	reject	VERB
aesr-6169	336	51	ho	ho	ADJ
aesr-6169	336	52	main	main	ADJ
aesr-6169	336	53	occupation	occupation	NOUN
aesr-6169	336	54	0.738	0.738	NUM
aesr-6169	336	55	0.529	0.529	NUM
aesr-6169	336	56	0.209	0.209	NUM
aesr-6169	336	57	0.038	0.038	NUM
aesr-6169	336	58	5.56	5.56	NUM
aesr-6169	336	59	0.000	0.000	NUM
aesr-6169	336	60	*	*	PUNCT
aesr-6169	336	61	*	*	PUNCT
aesr-6169	336	62	*	*	AUX
aesr-6169	336	63	reject	reject	VERB
aesr-6169	336	64	ho	ho	PROPN
aesr-6169	336	65	farming	farming	NOUN
aesr-6169	336	66	experience	experience	NOUN
aesr-6169	336	67	18.711	18.711	NUM
aesr-6169	336	68	18.051	18.051	NUM
aesr-6169	336	69	0.660	0.660	NUM
aesr-6169	336	70	0.899	0.899	NUM
aesr-6169	336	71	0.73	0.73	NUM
aesr-6169	336	72	0.463	0.463	NUM
aesr-6169	336	73	accept	accept	VERB
aesr-6169	336	74	ho	ho	ADJ
aesr-6169	336	75	extension	extension	NOUN
aesr-6169	336	76	contact	contact	NOUN
aesr-6169	336	77	0.591	0.591	NUM
aesr-6169	336	78	0.301	0.301	NUM
aesr-6169	336	79	0.290	0.290	NUM
aesr-6169	336	80	0.036	0.036	NUM
aesr-6169	336	81	7.96	7.96	NUM
aesr-6169	336	82	0.000	0.000	NUM
aesr-6169	336	83	*	*	PUNCT
aesr-6169	336	84	*	*	PUNCT
aesr-6169	336	85	*	*	AUX
aesr-6169	336	86	reject	reject	VERB
aesr-6169	336	87	ho	ho	PROPN
aesr-6169	336	88	member	member	NOUN
aesr-6169	336	89	of	of	ADP
aesr-6169	336	90	organization	organization	NOUN
aesr-6169	336	91	0.449	0.449	NUM
aesr-6169	336	92	0.230	0.230	NUM
aesr-6169	336	93	0.288	0.288	NUM
aesr-6169	336	94	0.034	0.034	NUM
aesr-6169	336	95	6.36	6.36	NUM
aesr-6169	336	96	0.000	0.000	NUM
aesr-6169	336	97	*	*	PUNCT
aesr-6169	336	98	*	*	PUNCT
aesr-6169	336	99	*	*	AUX
aesr-6169	336	100	reject	reject	VERB
aesr-6169	336	101	ho	ho	PROPN
aesr-6169	336	102	farm	farm	PROPN
aesr-6169	336	103	size	size	NOUN
aesr-6169	336	104	5.861	5.861	NUM
aesr-6169	336	105	3.700	3.700	NUM
aesr-6169	336	106	2.161	2.161	NUM
aesr-6169	336	107	0.433	0.433	NUM
aesr-6169	336	108	4.99	4.99	NUM
aesr-6169	336	109	0.000	0.000	NUM
aesr-6169	336	110	*	*	PUNCT
aesr-6169	336	111	*	*	PUNCT
aesr-6169	336	112	*	*	AUX
aesr-6169	336	113	reject	reject	VERB
aesr-6169	336	114	ho	ho	PROPN
aesr-6169	336	115	note	note	NOUN
aesr-6169	336	116	:	:	PUNCT
aesr-6169	336	117	*	*	PUNCT
aesr-6169	336	118	*	*	PUNCT
aesr-6169	336	119	*	*	PUNCT
aesr-6169	336	120	,	,	PUNCT
aesr-6169	336	121	*	*	PUNCT
aesr-6169	336	122	*	*	PUNCT
aesr-6169	336	123	and	and	CCONJ
aesr-6169	336	124	*	*	PUNCT
aesr-6169	336	125	represent	represent	VERB
aesr-6169	336	126	1	1	NUM
aesr-6169	336	127	%	%	NOUN
aesr-6169	336	128	,	,	PUNCT
aesr-6169	336	129	5	5	NUM
aesr-6169	336	130	%	%	NOUN
aesr-6169	336	131	and	and	CCONJ
aesr-6169	336	132	10	10	NUM
aesr-6169	336	133	%	%	NOUN
aesr-6169	336	134	.	.	PUNCT
aesr-6169	337	1	agriculture	agriculture	NOUN
aesr-6169	337	2	and	and	CCONJ
aesr-6169	337	3	food	food	NOUN
aesr-6169	337	4	sciences	sciences	PROPN
aesr-6169	337	5	research	research	NOUN
aesr-6169	337	6	,	,	PUNCT
aesr-6169	337	7	2024	2024	NUM
aesr-6169	337	8	,	,	PUNCT
aesr-6169	337	9	11(2	11(2	NUM
aesr-6169	337	10	):	):	PUNCT
aesr-6169	337	11	87	87	NUM
aesr-6169	337	12	-	-	SYM
aesr-6169	337	13	95	95	NUM
aesr-6169	337	14	95	95	NUM
aesr-6169	338	1	©	©	ADP
aesr-6169	338	2	2024by	2024by	NOUN
aesr-6169	338	3	the	the	DET
aesr-6169	338	4	authors	author	NOUN
aesr-6169	338	5	;	;	PUNCT
aesr-6169	338	6	licensee	licensee	PROPN
aesr-6169	338	7	asian	asian	ADJ
aesr-6169	338	8	online	online	PROPN
aesr-6169	338	9	journal	journal	PROPN
aesr-6169	338	10	publishing	publishing	NOUN
aesr-6169	338	11	group	group	NOUN
aesr-6169	338	12	5	5	NUM
aesr-6169	338	13	.	.	PUNCT
aesr-6169	338	14	conclusions	conclusion	NOUN
aesr-6169	338	15	and	and	CCONJ
aesr-6169	338	16	policy	policy	NOUN
aesr-6169	338	17	recommendations	recommendation	NOUN
aesr-6169	338	18	subsequent	subsequent	ADJ
aesr-6169	338	19	conclusions	conclusion	NOUN
aesr-6169	338	20	were	be	AUX
aesr-6169	338	21	derived	derive	VERB
aesr-6169	338	22	from	from	ADP
aesr-6169	338	23	the	the	DET
aesr-6169	338	24	results	result	NOUN
aesr-6169	338	25	of	of	ADP
aesr-6169	338	26	this	this	DET
aesr-6169	338	27	investigation	investigation	NOUN
aesr-6169	338	28	:	:	PUNCT
aesr-6169	338	29	the	the	DET
aesr-6169	338	30	study	study	NOUN
aesr-6169	338	31	area	area	NOUN
aesr-6169	338	32	was	be	AUX
aesr-6169	338	33	dominated	dominate	VERB
aesr-6169	338	34	by	by	ADP
aesr-6169	338	35	masculine	masculine	ADJ
aesr-6169	338	36	agricultural	agricultural	ADJ
aesr-6169	338	37	production	production	NOUN
aesr-6169	338	38	,	,	PUNCT
aesr-6169	338	39	and	and	CCONJ
aesr-6169	338	40	males	male	NOUN
aesr-6169	338	41	derived	derive	VERB
aesr-6169	338	42	greater	great	ADJ
aesr-6169	338	43	benefits	benefit	NOUN
aesr-6169	338	44	from	from	ADP
aesr-6169	338	45	bank	bank	PROPN
aesr-6169	338	46	of	of	ADP
aesr-6169	338	47	agriculture	agriculture	NOUN
aesr-6169	338	48	credit	credit	NOUN
aesr-6169	338	49	than	than	ADP
aesr-6169	338	50	females	female	NOUN
aesr-6169	338	51	.	.	PUNCT
aesr-6169	339	1	both	both	PRON
aesr-6169	339	2	beneficiaries	beneficiary	NOUN
aesr-6169	339	3	and	and	CCONJ
aesr-6169	339	4	non	non	NOUN
aesr-6169	339	5	-	-	NOUN
aesr-6169	339	6	beneficiaries	beneficiary	NOUN
aesr-6169	339	7	were	be	AUX
aesr-6169	339	8	married	married	ADJ
aesr-6169	339	9	and	and	CCONJ
aesr-6169	339	10	in	in	ADP
aesr-6169	339	11	their	their	PRON
aesr-6169	339	12	prime	prime	ADJ
aesr-6169	339	13	years	year	NOUN
aesr-6169	339	14	.	.	PUNCT
aesr-6169	340	1	it	it	PRON
aesr-6169	340	2	was	be	AUX
aesr-6169	340	3	also	also	ADV
aesr-6169	340	4	determined	determined	ADJ
aesr-6169	340	5	that	that	SCONJ
aesr-6169	340	6	there	there	PRON
aesr-6169	340	7	was	be	VERB
aesr-6169	340	8	a	a	DET
aesr-6169	340	9	substantial	substantial	ADJ
aesr-6169	340	10	disparity	disparity	NOUN
aesr-6169	340	11	in	in	ADP
aesr-6169	340	12	productivity	productivity	NOUN
aesr-6169	340	13	between	between	ADP
aesr-6169	340	14	beneficiaries	beneficiary	NOUN
aesr-6169	340	15	and	and	CCONJ
aesr-6169	340	16	non	non	NOUN
aesr-6169	340	17	-	-	NOUN
aesr-6169	340	18	beneficiaries	beneficiary	NOUN
aesr-6169	340	19	,	,	PUNCT
aesr-6169	340	20	and	and	CCONJ
aesr-6169	340	21	that	that	SCONJ
aesr-6169	340	22	these	these	DET
aesr-6169	340	23	disparities	disparity	NOUN
aesr-6169	340	24	were	be	AUX
aesr-6169	340	25	genuine	genuine	ADJ
aesr-6169	340	26	.	.	PUNCT
aesr-6169	341	1	the	the	DET
aesr-6169	341	2	boa	boa	PROPN
aesr-6169	341	3	credit	credit	NOUN
aesr-6169	341	4	performed	perform	VERB
aesr-6169	341	5	exceptionally	exceptionally	ADV
aesr-6169	341	6	well	well	ADV
aesr-6169	341	7	in	in	ADP
aesr-6169	341	8	the	the	DET
aesr-6169	341	9	study	study	NOUN
aesr-6169	341	10	area	area	NOUN
aesr-6169	341	11	.	.	PUNCT
aesr-6169	342	1	from	from	ADP
aesr-6169	342	2	the	the	DET
aesr-6169	342	3	nearest	near	ADJ
aesr-6169	342	4	neighbour	neighbour	NOUN
aesr-6169	342	5	,	,	PUNCT
aesr-6169	342	6	radius	radius	NOUN
aesr-6169	342	7	,	,	PUNCT
aesr-6169	342	8	kernel	kernel	NOUN
aesr-6169	342	9	,	,	PUNCT
aesr-6169	342	10	and	and	CCONJ
aesr-6169	342	11	stratification	stratification	NOUN
aesr-6169	342	12	matching	matching	NOUN
aesr-6169	342	13	results	result	NOUN
aesr-6169	342	14	,	,	PUNCT
aesr-6169	342	15	it	it	PRON
aesr-6169	342	16	was	be	AUX
aesr-6169	342	17	determined	determine	VERB
aesr-6169	342	18	that	that	SCONJ
aesr-6169	342	19	agricultural	agricultural	ADJ
aesr-6169	342	20	productivity	productivity	NOUN
aesr-6169	342	21	in	in	ADP
aesr-6169	342	22	southwest	southwest	NOUN
aesr-6169	342	23	increases	increase	NOUN
aesr-6169	342	24	approximately	approximately	ADV
aesr-6169	342	25	by	by	ADP
aesr-6169	342	26	25	25	NUM
aesr-6169	342	27	%	%	NOUN
aesr-6169	342	28	as	as	ADP
aesr-6169	342	29	a	a	DET
aesr-6169	342	30	consequence	consequence	NOUN
aesr-6169	342	31	of	of	ADP
aesr-6169	342	32	boa	boa	PROPN
aesr-6169	342	33	credit	credit	NOUN
aesr-6169	342	34	.	.	PUNCT
aesr-6169	343	1	the	the	DET
aesr-6169	343	2	policy	policy	NOUN
aesr-6169	343	3	implications	implication	NOUN
aesr-6169	343	4	of	of	ADP
aesr-6169	343	5	the	the	DET
aesr-6169	343	6	findings	finding	NOUN
aesr-6169	343	7	were	be	AUX
aesr-6169	343	8	to	to	PART
aesr-6169	343	9	enhance	enhance	VERB
aesr-6169	343	10	and	and	CCONJ
aesr-6169	343	11	maintain	maintain	VERB
aesr-6169	343	12	access	access	NOUN
aesr-6169	343	13	to	to	ADP
aesr-6169	343	14	agricultural	agricultural	ADJ
aesr-6169	343	15	credit	credit	NOUN
aesr-6169	343	16	,	,	PUNCT
aesr-6169	343	17	as	as	SCONJ
aesr-6169	343	18	it	it	PRON
aesr-6169	343	19	was	be	AUX
aesr-6169	343	20	determined	determine	VERB
aesr-6169	343	21	that	that	SCONJ
aesr-6169	343	22	agricultural	agricultural	ADJ
aesr-6169	343	23	productivity	productivity	NOUN
aesr-6169	343	24	was	be	AUX
aesr-6169	343	25	positively	positively	ADV
aesr-6169	343	26	influenced	influence	VERB
aesr-6169	343	27	by	by	ADP
aesr-6169	343	28	agriculture	agriculture	NOUN
aesr-6169	343	29	.	.	PUNCT
aesr-6169	344	1	consequently	consequently	ADV
aesr-6169	344	2	,	,	PUNCT
aesr-6169	344	3	educational	educational	ADJ
aesr-6169	344	4	stakeholders	stakeholder	NOUN
aesr-6169	344	5	and	and	CCONJ
aesr-6169	344	6	governments	government	NOUN
aesr-6169	344	7	at	at	ADP
aesr-6169	344	8	all	all	DET
aesr-6169	344	9	levels	level	NOUN
aesr-6169	344	10	(	(	PUNCT
aesr-6169	344	11	federal	federal	ADJ
aesr-6169	344	12	,	,	PUNCT
aesr-6169	344	13	state	state	NOUN
aesr-6169	344	14	,	,	PUNCT
aesr-6169	344	15	and	and	CCONJ
aesr-6169	344	16	local	local	ADJ
aesr-6169	344	17	governments	government	NOUN
aesr-6169	344	18	)	)	PUNCT
aesr-6169	344	19	should	should	AUX
aesr-6169	344	20	collaborate	collaborate	VERB
aesr-6169	344	21	to	to	PART
aesr-6169	344	22	enhance	enhance	VERB
aesr-6169	344	23	farmers	farmer	NOUN
aesr-6169	344	24	'	'	PART
aesr-6169	344	25	access	access	NOUN
aesr-6169	344	26	to	to	ADP
aesr-6169	344	27	formal	formal	ADJ
aesr-6169	344	28	education	education	NOUN
aesr-6169	344	29	.	.	PUNCT
aesr-6169	345	1	farmers	farmer	NOUN
aesr-6169	345	2	should	should	AUX
aesr-6169	345	3	not	not	PART
aesr-6169	345	4	be	be	AUX
aesr-6169	345	5	apprehensive	apprehensive	ADJ
aesr-6169	345	6	about	about	ADP
aesr-6169	345	7	utilizing	utilize	VERB
aesr-6169	345	8	credit	credit	NOUN
aesr-6169	345	9	in	in	ADP
aesr-6169	345	10	their	their	PRON
aesr-6169	345	11	farming	farming	NOUN
aesr-6169	345	12	operations	operation	NOUN
aesr-6169	345	13	,	,	PUNCT
aesr-6169	345	14	as	as	SCONJ
aesr-6169	345	15	research	research	NOUN
aesr-6169	345	16	has	have	AUX
aesr-6169	345	17	demonstrated	demonstrate	VERB
aesr-6169	345	18	that	that	SCONJ
aesr-6169	345	19	credits	credit	NOUN
aesr-6169	345	20	has	have	VERB
aesr-6169	345	21	beneficial	beneficial	ADJ
aesr-6169	345	22	impacts	impact	NOUN
aesr-6169	345	23	on	on	ADP
aesr-6169	345	24	agricultural	agricultural	ADJ
aesr-6169	345	25	productivity	productivity	NOUN
aesr-6169	345	26	.	.	PUNCT
aesr-6169	346	1	references	reference	NOUN
aesr-6169	346	2	[	[	X
aesr-6169	346	3	1	1	X
aesr-6169	346	4	]	]	PUNCT
aesr-6169	346	5	d.	d.	PROPN
aesr-6169	346	6	a.	a.	PROPN
aesr-6169	346	7	okolo	okolo	PROPN
aesr-6169	346	8	,	,	PUNCT
aesr-6169	346	9	"	"	PUNCT
aesr-6169	346	10	regional	regional	ADJ
aesr-6169	346	11	study	study	NOUN
aesr-6169	346	12	on	on	ADP
aesr-6169	346	13	agricultural	agricultural	ADJ
aesr-6169	346	14	support	support	NOUN
aesr-6169	346	15	,	,	PUNCT
aesr-6169	346	16	nigeria	nigeria	PROPN
aesr-6169	346	17	’s	’s	PART
aesr-6169	346	18	case	case	NOUN
aesr-6169	346	19	,	,	PUNCT
aesr-6169	346	20	"	"	PUNCT
aesr-6169	346	21	evolution	evolution	NOUN
aesr-6169	346	22	,	,	PUNCT
aesr-6169	346	23	vol	vol	NOUN
aesr-6169	346	24	.	.	PROPN
aesr-6169	346	25	3	3	NUM
aesr-6169	346	26	,	,	PUNCT
aesr-6169	346	27	no	no	INTJ
aesr-6169	346	28	.	.	NOUN
aesr-6169	346	29	3	3	NUM
aesr-6169	346	30	,	,	PUNCT
aesr-6169	346	31	pp	pp	ADJ
aesr-6169	346	32	.	.	PUNCT
aesr-6169	347	1	1	1	NUM
aesr-6169	347	2	-	-	SYM
aesr-6169	347	3	97	97	NUM
aesr-6169	347	4	,	,	PUNCT
aesr-6169	347	5	2004	2004	NUM
aesr-6169	347	6	.	.	PUNCT
aesr-6169	348	1	[	[	X
aesr-6169	348	2	2	2	NUM
aesr-6169	348	3	]	]	X
aesr-6169	348	4	o.	o.	PROPN
aesr-6169	348	5	ogen	ogen	PROPN
aesr-6169	348	6	,	,	PUNCT
aesr-6169	348	7	the	the	DET
aesr-6169	348	8	agricultural	agricultural	ADJ
aesr-6169	348	9	sector	sector	NOUN
aesr-6169	348	10	and	and	CCONJ
aesr-6169	348	11	nigeria	nigeria	PROPN
aesr-6169	348	12	’s	’s	PART
aesr-6169	348	13	development	development	NOUN
aesr-6169	348	14	:	:	PUNCT
aesr-6169	348	15	comparative	comparative	ADJ
aesr-6169	348	16	perspectives	perspective	NOUN
aesr-6169	348	17	from	from	ADP
aesr-6169	348	18	the	the	DET
aesr-6169	348	19	brazilian	brazilian	ADJ
aesr-6169	348	20	agro	agro	ADJ
aesr-6169	348	21	-	-	PUNCT
aesr-6169	348	22	industrial	industrial	ADJ
aesr-6169	348	23	economy	economy	NOUN
aesr-6169	348	24	,	,	PUNCT
aesr-6169	348	25	1960	1960	NUM
aesr-6169	348	26	-	-	SYM
aesr-6169	348	27	1995	1995	NUM
aesr-6169	348	28	.	.	PUNCT
aesr-6169	348	29	nebula	nebula	VERB
aesr-6169	348	30	no	no	DET
aesr-6169	348	31	4	4	NUM
aesr-6169	348	32	,	,	PUNCT
aesr-6169	348	33	2007	2007	NUM
aesr-6169	348	34	.	.	PUNCT
aesr-6169	349	1	[	[	X
aesr-6169	349	2	3	3	X
aesr-6169	349	3	]	]	X
aesr-6169	349	4	i.	i.	NOUN
aesr-6169	349	5	odoemenem	odoemenem	PROPN
aesr-6169	349	6	and	and	CCONJ
aesr-6169	349	7	c.	c.	PROPN
aesr-6169	349	8	obinne	obinne	PROPN
aesr-6169	349	9	,	,	PUNCT
aesr-6169	349	10	"	"	PUNCT
aesr-6169	349	11	assessing	assess	VERB
aesr-6169	349	12	the	the	DET
aesr-6169	349	13	factors	factor	NOUN
aesr-6169	349	14	influencing	influence	VERB
aesr-6169	349	15	the	the	DET
aesr-6169	349	16	utilization	utilization	NOUN
aesr-6169	349	17	of	of	ADP
aesr-6169	349	18	improved	improved	ADJ
aesr-6169	349	19	cereal	cereal	NOUN
aesr-6169	349	20	crop	crop	NOUN
aesr-6169	349	21	production	production	NOUN
aesr-6169	349	22	technologies	technology	NOUN
aesr-6169	349	23	by	by	ADP
aesr-6169	349	24	smallscale	smallscale	ADJ
aesr-6169	349	25	farmers	farmer	NOUN
aesr-6169	349	26	in	in	ADP
aesr-6169	349	27	nigeria	nigeria	PROPN
aesr-6169	349	28	,	,	PUNCT
aesr-6169	349	29	"	"	PUNCT
aesr-6169	349	30	indian	indian	ADJ
aesr-6169	349	31	journal	journal	NOUN
aesr-6169	349	32	of	of	ADP
aesr-6169	349	33	science	science	NOUN
aesr-6169	349	34	and	and	CCONJ
aesr-6169	349	35	technology	technology	NOUN
aesr-6169	349	36	,	,	PUNCT
aesr-6169	349	37	vol	vol	NOUN
aesr-6169	349	38	.	.	PROPN
aesr-6169	350	1	3	3	NUM
aesr-6169	350	2	,	,	PUNCT
aesr-6169	350	3	no	no	INTJ
aesr-6169	350	4	.	.	NOUN
aesr-6169	350	5	1	1	NUM
aesr-6169	350	6	,	,	PUNCT
aesr-6169	350	7	pp	pp	ADJ
aesr-6169	350	8	.	.	PUNCT
aesr-6169	351	1	180	180	NUM
aesr-6169	351	2	-	-	SYM
aesr-6169	351	3	183	183	NUM
aesr-6169	351	4	,	,	PUNCT
aesr-6169	351	5	2010	2010	NUM
aesr-6169	351	6	.	.	PUNCT
aesr-6169	352	1	[	[	X
aesr-6169	352	2	4	4	NUM
aesr-6169	352	3	]	]	PUNCT
aesr-6169	352	4	world	world	PROPN
aesr-6169	352	5	bank	bank	PROPN
aesr-6169	352	6	report	report	NOUN
aesr-6169	352	7	,	,	PUNCT
aesr-6169	352	8	human	human	ADJ
aesr-6169	352	9	development	development	NOUN
aesr-6169	352	10	report	report	NOUN
aesr-6169	352	11	.	.	PUNCT
aesr-6169	353	1	washington	washington	PROPN
aesr-6169	353	2	,	,	PUNCT
aesr-6169	353	3	d.c	d.c	PROPN
aesr-6169	353	4	:	:	PUNCT
aesr-6169	353	5	the	the	DET
aesr-6169	353	6	world	world	PROPN
aesr-6169	353	7	bank	bank	PROPN
aesr-6169	353	8	,	,	PUNCT
aesr-6169	353	9	2009	2009	NUM
aesr-6169	353	10	.	.	PUNCT
aesr-6169	354	1	[	[	X
aesr-6169	354	2	5	5	X
aesr-6169	354	3	]	]	PUNCT
aesr-6169	354	4	m.	m.	NOUN
aesr-6169	354	5	a.	a.	NOUN
aesr-6169	354	6	rhaji	rhaji	PROPN
aesr-6169	354	7	,	,	PUNCT
aesr-6169	354	8	"	"	PUNCT
aesr-6169	354	9	an	an	DET
aesr-6169	354	10	analysis	analysis	NOUN
aesr-6169	354	11	of	of	ADP
aesr-6169	354	12	the	the	DET
aesr-6169	354	13	determinants	determinant	NOUN
aesr-6169	354	14	of	of	ADP
aesr-6169	354	15	agricultural	agricultural	ADJ
aesr-6169	354	16	credit	credit	NOUN
aesr-6169	354	17	approval	approval	NOUN
aesr-6169	354	18	/	/	SYM
aesr-6169	354	19	loan	loan	NOUN
aesr-6169	354	20	size	size	NOUN
aesr-6169	354	21	by	by	ADP
aesr-6169	354	22	commercial	commercial	ADJ
aesr-6169	354	23	banks	bank	NOUN
aesr-6169	354	24	in	in	ADP
aesr-6169	354	25	south	south	ADJ
aesr-6169	354	26	-	-	PUNCT
aesr-6169	354	27	western	western	ADJ
aesr-6169	354	28	nigeria	nigeria	PROPN
aesr-6169	354	29	,	,	PUNCT
aesr-6169	354	30	"	"	PUNCT
aesr-6169	354	31	nigeria	nigeria	PROPN
aesr-6169	354	32	agricultural	agricultural	PROPN
aesr-6169	354	33	development	development	NOUN
aesr-6169	354	34	studies	study	NOUN
aesr-6169	354	35	,	,	PUNCT
aesr-6169	354	36	vol	vol	NOUN
aesr-6169	354	37	.	.	PROPN
aesr-6169	354	38	1	1	NUM
aesr-6169	354	39	,	,	PUNCT
aesr-6169	354	40	no	no	INTJ
aesr-6169	354	41	.	.	NOUN
aesr-6169	354	42	1	1	NUM
aesr-6169	354	43	,	,	PUNCT
aesr-6169	354	44	pp	pp	ADJ
aesr-6169	354	45	.	.	PUNCT
aesr-6169	355	1	17	17	NUM
aesr-6169	355	2	-	-	SYM
aesr-6169	355	3	26	26	NUM
aesr-6169	355	4	,	,	PUNCT
aesr-6169	355	5	2008	2008	NUM
aesr-6169	355	6	.	.	PUNCT
aesr-6169	356	1	[	[	X
aesr-6169	356	2	6	6	NUM
aesr-6169	356	3	]	]	PUNCT
aesr-6169	356	4	a.	a.	NOUN
aesr-6169	356	5	saboor	saboor	NOUN
aesr-6169	356	6	,	,	PUNCT
aesr-6169	356	7	h.	h.	PROPN
aesr-6169	356	8	maqsood	maqsood	PROPN
aesr-6169	356	9	,	,	PUNCT
aesr-6169	356	10	and	and	CCONJ
aesr-6169	356	11	m.	m.	NOUN
aesr-6169	356	12	madiha	madiha	PROPN
aesr-6169	356	13	,	,	PUNCT
aesr-6169	356	14	"	"	PUNCT
aesr-6169	356	15	impact	impact	NOUN
aesr-6169	356	16	of	of	ADP
aesr-6169	356	17	micro	micro	ADJ
aesr-6169	356	18	credit	credit	NOUN
aesr-6169	356	19	in	in	ADP
aesr-6169	356	20	alleviating	alleviate	VERB
aesr-6169	356	21	poverty	poverty	NOUN
aesr-6169	356	22	:	:	PUNCT
aesr-6169	356	23	an	an	DET
aesr-6169	356	24	insight	insight	NOUN
aesr-6169	356	25	from	from	ADP
aesr-6169	356	26	rural	rural	PROPN
aesr-6169	356	27	rawalpindi	rawalpindi	PROPN
aesr-6169	356	28	,	,	PUNCT
aesr-6169	356	29	pakistan	pakistan	PROPN
aesr-6169	356	30	,	,	PUNCT
aesr-6169	356	31	"	"	PUNCT
aesr-6169	356	32	pakistan	pakistan	PROPN
aesr-6169	356	33	journal	journal	NOUN
aesr-6169	356	34	of	of	ADP
aesr-6169	356	35	life	life	NOUN
aesr-6169	356	36	and	and	CCONJ
aesr-6169	356	37	social	social	ADJ
aesr-6169	356	38	sciences	science	NOUN
aesr-6169	356	39	,	,	PUNCT
aesr-6169	356	40	vol	vol	NOUN
aesr-6169	356	41	.	.	PROPN
aesr-6169	356	42	7	7	NUM
aesr-6169	356	43	,	,	PUNCT
aesr-6169	356	44	no	no	INTJ
aesr-6169	356	45	.	.	NOUN
aesr-6169	356	46	1	1	NUM
aesr-6169	356	47	,	,	PUNCT
aesr-6169	356	48	pp	pp	ADJ
aesr-6169	356	49	.	.	PUNCT
aesr-6169	357	1	90	90	NUM
aesr-6169	357	2	-	-	SYM
aesr-6169	357	3	97	97	NUM
aesr-6169	357	4	,	,	PUNCT
aesr-6169	357	5	2009	2009	NUM
aesr-6169	357	6	.	.	PUNCT
aesr-6169	358	1	[	[	X
aesr-6169	358	2	7	7	NUM
aesr-6169	358	3	]	]	PUNCT
aesr-6169	358	4	a.	a.	PROPN
aesr-6169	358	5	b.	b.	PROPN
aesr-6169	358	6	omotoso	omotoso	PROPN
aesr-6169	358	7	,	,	PUNCT
aesr-6169	358	8	s.	s.	PROPN
aesr-6169	358	9	letsoalo	letsoalo	PROPN
aesr-6169	358	10	,	,	PUNCT
aesr-6169	358	11	k.	k.	PROPN
aesr-6169	358	12	o.	o.	PROPN
aesr-6169	358	13	olagunju	olagunju	PROPN
aesr-6169	358	14	,	,	PUNCT
aesr-6169	358	15	c.	c.	PROPN
aesr-6169	358	16	s.	s.	PROPN
aesr-6169	358	17	tshwene	tshwene	PROPN
aesr-6169	358	18	,	,	PUNCT
aesr-6169	358	19	and	and	CCONJ
aesr-6169	358	20	a.	a.	PROPN
aesr-6169	358	21	o.	o.	PROPN
aesr-6169	358	22	omotayo	omotayo	VERB
aesr-6169	358	23	,	,	PUNCT
aesr-6169	358	24	"	"	PUNCT
aesr-6169	358	25	climate	climate	NOUN
aesr-6169	358	26	change	change	NOUN
aesr-6169	358	27	and	and	CCONJ
aesr-6169	358	28	variability	variability	NOUN
aesr-6169	358	29	in	in	ADP
aesr-6169	358	30	sub	sub	ADJ
aesr-6169	358	31	-	-	ADJ
aesr-6169	358	32	saharan	saharan	ADJ
aesr-6169	358	33	africa	africa	PROPN
aesr-6169	358	34	:	:	PUNCT
aesr-6169	358	35	a	a	DET
aesr-6169	358	36	systematic	systematic	ADJ
aesr-6169	358	37	review	review	NOUN
aesr-6169	358	38	of	of	ADP
aesr-6169	358	39	trends	trend	NOUN
aesr-6169	358	40	and	and	CCONJ
aesr-6169	358	41	impacts	impact	NOUN
aesr-6169	358	42	on	on	ADP
aesr-6169	358	43	agriculture	agriculture	NOUN
aesr-6169	358	44	,	,	PUNCT
aesr-6169	358	45	"	"	PUNCT
aesr-6169	358	46	journal	journal	NOUN
aesr-6169	358	47	of	of	ADP
aesr-6169	358	48	cleaner	clean	ADJ
aesr-6169	358	49	production	production	NOUN
aesr-6169	358	50	,	,	PUNCT
aesr-6169	358	51	vol	vol	NOUN
aesr-6169	358	52	.	.	PUNCT
aesr-6169	359	1	414	414	NUM
aesr-6169	359	2	,	,	PUNCT
aesr-6169	359	3	p.	p.	NOUN
aesr-6169	359	4	137487	137487	NUM
aesr-6169	359	5	,	,	PUNCT
aesr-6169	359	6	2023	2023	NUM
aesr-6169	359	7	.	.	PUNCT
aesr-6169	360	1	https://doi.org/10.1016/j.jclepro.2023.137487	https://doi.org/10.1016/j.jclepro.2023.137487	NOUN
aesr-6169	360	2	[	[	X
aesr-6169	360	3	8	8	NUM
aesr-6169	360	4	]	]	PUNCT
aesr-6169	360	5	m.	m.	NOUN
aesr-6169	360	6	iqbal	iqbal	PROPN
aesr-6169	360	7	,	,	PUNCT
aesr-6169	360	8	m.	m.	NOUN
aesr-6169	360	9	ahmad	ahmad	PROPN
aesr-6169	360	10	,	,	PUNCT
aesr-6169	360	11	k.	k.	PROPN
aesr-6169	360	12	abbas	abbas	PROPN
aesr-6169	360	13	,	,	PUNCT
aesr-6169	360	14	and	and	CCONJ
aesr-6169	360	15	k.	k.	PROPN
aesr-6169	360	16	mustafa	mustafa	PROPN
aesr-6169	360	17	,	,	PUNCT
aesr-6169	360	18	"	"	PUNCT
aesr-6169	360	19	the	the	DET
aesr-6169	360	20	impact	impact	NOUN
aesr-6169	360	21	of	of	ADP
aesr-6169	360	22	institutional	institutional	ADJ
aesr-6169	360	23	credit	credit	NOUN
aesr-6169	360	24	on	on	ADP
aesr-6169	360	25	agricultural	agricultural	ADJ
aesr-6169	360	26	production	production	NOUN
aesr-6169	360	27	in	in	ADP
aesr-6169	360	28	pakistan	pakistan	PROPN
aesr-6169	360	29	[	[	X
aesr-6169	360	30	with	with	ADP
aesr-6169	360	31	comments	comment	NOUN
aesr-6169	360	32	]	]	PUNCT
aesr-6169	360	33	,	,	PUNCT
aesr-6169	360	34	"	"	PUNCT
aesr-6169	360	35	the	the	DET
aesr-6169	360	36	pakistan	pakistan	PROPN
aesr-6169	360	37	development	development	PROPN
aesr-6169	360	38	review	review	PROPN
aesr-6169	360	39	,	,	PUNCT
aesr-6169	360	40	vol	vol	NOUN
aesr-6169	360	41	.	.	PROPN
aesr-6169	360	42	42	42	NUM
aesr-6169	360	43	,	,	PUNCT
aesr-6169	360	44	no	no	INTJ
aesr-6169	360	45	.	.	NOUN
aesr-6169	360	46	4	4	NUM
aesr-6169	360	47	,	,	PUNCT
aesr-6169	360	48	pp	pp	ADJ
aesr-6169	360	49	.	.	PUNCT
aesr-6169	361	1	469	469	NUM
aesr-6169	361	2	-	-	NUM
aesr-6169	361	3	485	485	NUM
aesr-6169	361	4	,	,	PUNCT
aesr-6169	361	5	2003	2003	NUM
aesr-6169	361	6	.	.	PUNCT
aesr-6169	362	1	[	[	X
aesr-6169	362	2	9	9	NUM
aesr-6169	362	3	]	]	PUNCT
aesr-6169	362	4	m.	m.	NOUN
aesr-6169	362	5	w.	w.	PROPN
aesr-6169	362	6	siddiqi	siddiqi	PROPN
aesr-6169	362	7	,	,	PUNCT
aesr-6169	362	8	h.	h.	PROPN
aesr-6169	362	9	mazhar	mazhar	PROPN
aesr-6169	362	10	-	-	PUNCT
aesr-6169	362	11	ul	ul	PROPN
aesr-6169	362	12	,	,	PUNCT
aesr-6169	362	13	and	and	CCONJ
aesr-6169	362	14	k.	k.	PROPN
aesr-6169	362	15	n.	n.	PROPN
aesr-6169	362	16	baluch	baluch	PROPN
aesr-6169	362	17	,	,	PUNCT
aesr-6169	362	18	"	"	PUNCT
aesr-6169	362	19	institutional	institutional	ADJ
aesr-6169	362	20	credit	credit	NOUN
aesr-6169	362	21	:	:	PUNCT
aesr-6169	362	22	a	a	DET
aesr-6169	362	23	policy	policy	NOUN
aesr-6169	362	24	tool	tool	NOUN
aesr-6169	362	25	for	for	ADP
aesr-6169	362	26	enhancement	enhancement	NOUN
aesr-6169	362	27	of	of	ADP
aesr-6169	362	28	agricultural	agricultural	ADJ
aesr-6169	362	29	income	income	NOUN
aesr-6169	362	30	of	of	ADP
aesr-6169	362	31	pakistan	pakistan	PROPN
aesr-6169	362	32	,	,	PUNCT
aesr-6169	362	33	"	"	PUNCT
aesr-6169	362	34	international	international	ADJ
aesr-6169	362	35	research	research	NOUN
aesr-6169	362	36	journal	journal	NOUN
aesr-6169	362	37	of	of	ADP
aesr-6169	362	38	arts	art	NOUN
aesr-6169	362	39	and	and	CCONJ
aesr-6169	362	40	humanities	humanity	NOUN
aesr-6169	362	41	,	,	PUNCT
aesr-6169	362	42	vol	vol	NOUN
aesr-6169	362	43	.	.	PROPN
aesr-6169	362	44	37	37	NUM
aesr-6169	362	45	,	,	PUNCT
aesr-6169	362	46	pp	pp	ADJ
aesr-6169	362	47	.	.	PUNCT
aesr-6169	363	1	157	157	NUM
aesr-6169	363	2	-	-	SYM
aesr-6169	363	3	174	174	NUM
aesr-6169	363	4	,	,	PUNCT
aesr-6169	363	5	2004	2004	NUM
aesr-6169	363	6	.	.	PUNCT
aesr-6169	364	1	[	[	X
aesr-6169	364	2	10	10	NUM
aesr-6169	364	3	]	]	X
aesr-6169	364	4	d.	d.	PROPN
aesr-6169	364	5	phillip	phillip	PROPN
aesr-6169	364	6	,	,	PUNCT
aesr-6169	364	7	e.	e.	PROPN
aesr-6169	364	8	nkonya	nkonya	PROPN
aesr-6169	364	9	,	,	PUNCT
aesr-6169	364	10	j.	j.	PROPN
aesr-6169	364	11	pender	pender	PROPN
aesr-6169	364	12	,	,	PUNCT
aesr-6169	364	13	and	and	CCONJ
aesr-6169	364	14	o.	o.	PROPN
aesr-6169	364	15	a.	a.	PROPN
aesr-6169	364	16	oni	oni	PROPN
aesr-6169	364	17	,	,	PUNCT
aesr-6169	364	18	"	"	PUNCT
aesr-6169	364	19	constraints	constraint	NOUN
aesr-6169	364	20	to	to	ADP
aesr-6169	364	21	increasing	increase	VERB
aesr-6169	364	22	agricultural	agricultural	ADJ
aesr-6169	364	23	productivity	productivity	NOUN
aesr-6169	364	24	in	in	ADP
aesr-6169	364	25	nigeria	nigeria	PROPN
aesr-6169	364	26	:	:	PUNCT
aesr-6169	364	27	a	a	DET
aesr-6169	364	28	review	review	NOUN
aesr-6169	364	29	.	.	PUNCT
aesr-6169	365	1	,	,	PUNCT
aesr-6169	365	2	"	"	PUNCT
aesr-6169	365	3	nssp	nssp	PROPN
aesr-6169	365	4	background	background	NOUN
aesr-6169	365	5	paper	paper	PROPN
aesr-6169	365	6	no	no	INTJ
aesr-6169	365	7	.	.	PROPN
aesr-6169	365	8	6	6	NUM
aesr-6169	365	9	international	international	ADJ
aesr-6169	365	10	food	food	NOUN
aesr-6169	365	11	policy	policy	NOUN
aesr-6169	365	12	research	research	PROPN
aesr-6169	365	13	institute	institute	PROPN
aesr-6169	365	14	,	,	PUNCT
aesr-6169	365	15	2009	2009	NUM
aesr-6169	365	16	.	.	PUNCT
aesr-6169	366	1	[	[	X
aesr-6169	366	2	11	11	NUM
aesr-6169	366	3	]	]	X
aesr-6169	366	4	n.	n.	PROPN
aesr-6169	366	5	mahmood	mahmood	PROPN
aesr-6169	366	6	,	,	PUNCT
aesr-6169	366	7	m.	m.	PROPN
aesr-6169	366	8	khalid	khalid	PROPN
aesr-6169	366	9	,	,	PUNCT
aesr-6169	366	10	and	and	CCONJ
aesr-6169	366	11	s.	s.	PROPN
aesr-6169	366	12	kouser	kouser	PROPN
aesr-6169	366	13	,	,	PUNCT
aesr-6169	366	14	"	"	PUNCT
aesr-6169	366	15	the	the	DET
aesr-6169	366	16	role	role	NOUN
aesr-6169	366	17	of	of	ADP
aesr-6169	366	18	agricultural	agricultural	ADJ
aesr-6169	366	19	credit	credit	NOUN
aesr-6169	366	20	in	in	ADP
aesr-6169	366	21	the	the	DET
aesr-6169	366	22	growth	growth	NOUN
aesr-6169	366	23	of	of	ADP
aesr-6169	366	24	livestock	livestock	NOUN
aesr-6169	366	25	sector	sector	NOUN
aesr-6169	366	26	:	:	PUNCT
aesr-6169	366	27	a	a	DET
aesr-6169	366	28	case	case	NOUN
aesr-6169	366	29	study	study	NOUN
aesr-6169	366	30	of	of	ADP
aesr-6169	366	31	faisalabad	faisalabad	PROPN
aesr-6169	366	32	,	,	PUNCT
aesr-6169	366	33	"	"	PUNCT
aesr-6169	366	34	pakistan	pakistan	ADJ
aesr-6169	366	35	veterinary	veterinary	PROPN
aesr-6169	366	36	journal	journal	NOUN
aesr-6169	366	37	,	,	PUNCT
aesr-6169	366	38	vol	vol	NOUN
aesr-6169	366	39	.	.	PROPN
aesr-6169	366	40	29	29	NUM
aesr-6169	366	41	,	,	PUNCT
aesr-6169	366	42	no	no	INTJ
aesr-6169	366	43	.	.	NOUN
aesr-6169	366	44	2	2	NUM
aesr-6169	366	45	,	,	PUNCT
aesr-6169	366	46	pp	pp	ADJ
aesr-6169	366	47	.	.	PUNCT
aesr-6169	367	1	81	81	NUM
aesr-6169	367	2	-	-	SYM
aesr-6169	367	3	84	84	NUM
aesr-6169	367	4	,	,	PUNCT
aesr-6169	367	5	2009	2009	NUM
aesr-6169	367	6	.	.	PUNCT
aesr-6169	368	1	[	[	X
aesr-6169	368	2	12	12	NUM
aesr-6169	368	3	]	]	PUNCT
aesr-6169	368	4	m.	m.	NOUN
aesr-6169	368	5	zeller	zeller	NOUN
aesr-6169	368	6	,	,	PUNCT
aesr-6169	368	7	"	"	PUNCT
aesr-6169	368	8	on	on	ADP
aesr-6169	368	9	the	the	DET
aesr-6169	368	10	safety	safety	NOUN
aesr-6169	368	11	net	net	ADJ
aesr-6169	368	12	role	role	NOUN
aesr-6169	368	13	of	of	ADP
aesr-6169	368	14	microfinance	microfinance	NOUN
aesr-6169	368	15	for	for	ADP
aesr-6169	368	16	income	income	NOUN
aesr-6169	368	17	and	and	CCONJ
aesr-6169	368	18	consumption	consumption	NOUN
aesr-6169	368	19	moothing	moothe	VERB
aesr-6169	368	20	.	.	PUNCT
aesr-6169	369	1	in	in	ADP
aesr-6169	369	2	lustig	lustig	PROPN
aesr-6169	369	3	,	,	PUNCT
aesr-6169	369	4	n.	n.	NOUN
aesr-6169	369	5	(	(	PUNCT
aesr-6169	369	6	ed	ed	NOUN
aesr-6169	369	7	)	)	PUNCT
aesr-6169	369	8	“	"	PUNCT
aesr-6169	369	9	shielding	shield	VERB
aesr-6169	369	10	the	the	DET
aesr-6169	369	11	poor	poor	ADJ
aesr-6169	369	12	:	:	PUNCT
aesr-6169	369	13	social	social	ADJ
aesr-6169	369	14	protection	protection	NOUN
aesr-6169	369	15	in	in	ADP
aesr-6169	369	16	developing	develop	VERB
aesr-6169	369	17	countries	country	NOUN
aesr-6169	369	18	.	.	PUNCT
aesr-6169	369	19	"	"	PUNCT
aesr-6169	370	1	washington	washington	PROPN
aesr-6169	370	2	,	,	PUNCT
aesr-6169	370	3	d.c	d.c	PROPN
aesr-6169	370	4	,	,	PUNCT
aesr-6169	370	5	2001	2001	NUM
aesr-6169	370	6	,	,	PUNCT
aesr-6169	370	7	pp	pp	ADJ
aesr-6169	370	8	.	.	PUNCT
aesr-6169	371	1	217	217	NUM
aesr-6169	371	2	-	-	SYM
aesr-6169	371	3	237	237	NUM
aesr-6169	371	4	.	.	PUNCT
aesr-6169	372	1	[	[	X
aesr-6169	372	2	13	13	NUM
aesr-6169	372	3	]	]	PUNCT
aesr-6169	372	4	a.	a.	PROPN
aesr-6169	372	5	b.	b.	PROPN
aesr-6169	372	6	omotoso	omotoso	PROPN
aesr-6169	372	7	,	,	PUNCT
aesr-6169	372	8	s.	s.	PROPN
aesr-6169	372	9	s.	s.	PROPN
aesr-6169	372	10	letsoalo	letsoalo	PROPN
aesr-6169	372	11	,	,	PUNCT
aesr-6169	372	12	s.	s.	PROPN
aesr-6169	372	13	a.	a.	PROPN
aesr-6169	372	14	daud	daud	PROPN
aesr-6169	372	15	,	,	PUNCT
aesr-6169	372	16	c.	c.	PROPN
aesr-6169	372	17	tshwene	tshwene	PROPN
aesr-6169	372	18	,	,	PUNCT
aesr-6169	372	19	and	and	CCONJ
aesr-6169	372	20	a.	a.	PROPN
aesr-6169	372	21	o.	o.	PROPN
aesr-6169	372	22	omotayo	omotayo	VERB
aesr-6169	372	23	,	,	PUNCT
aesr-6169	372	24	"	"	PUNCT
aesr-6169	372	25	climate	climate	NOUN
aesr-6169	372	26	-	-	PUNCT
aesr-6169	372	27	smart	smart	ADJ
aesr-6169	372	28	agricultural	agricultural	ADJ
aesr-6169	372	29	practices	practice	NOUN
aesr-6169	372	30	,	,	PUNCT
aesr-6169	372	31	productivity	productivity	NOUN
aesr-6169	372	32	,	,	PUNCT
aesr-6169	372	33	and	and	CCONJ
aesr-6169	372	34	foodnutrition	foodnutrition	NOUN
aesr-6169	372	35	security	security	NOUN
aesr-6169	372	36	in	in	ADP
aesr-6169	372	37	rural	rural	ADJ
aesr-6169	372	38	south	south	PROPN
aesr-6169	372	39	africa	africa	PROPN
aesr-6169	372	40	:	:	PUNCT
aesr-6169	372	41	a	a	DET
aesr-6169	372	42	dataset	dataset	NOUN
aesr-6169	372	43	of	of	ADP
aesr-6169	372	44	smallholder	smallholder	NOUN
aesr-6169	372	45	maize	maize	NOUN
aesr-6169	372	46	farmers	farmer	NOUN
aesr-6169	372	47	,	,	PUNCT
aesr-6169	372	48	"	"	PUNCT
aesr-6169	372	49	data	datum	NOUN
aesr-6169	372	50	in	in	ADP
aesr-6169	372	51	brief	brief	ADJ
aesr-6169	372	52	,	,	PUNCT
aesr-6169	372	53	vol	vol	NOUN
aesr-6169	372	54	.	.	PROPN
aesr-6169	373	1	55	55	NUM
aesr-6169	373	2	,	,	PUNCT
aesr-6169	373	3	p.	p.	NOUN
aesr-6169	373	4	110725	110725	NUM
aesr-6169	373	5	,	,	PUNCT
aesr-6169	373	6	2024	2024	NUM
aesr-6169	373	7	.	.	PUNCT
aesr-6169	374	1	[	[	X
aesr-6169	374	2	14	14	NUM
aesr-6169	374	3	]	]	X
aesr-6169	374	4	b.	b.	PROPN
aesr-6169	374	5	t.	t.	PROPN
aesr-6169	374	6	omonona	omonona	PROPN
aesr-6169	374	7	,	,	PUNCT
aesr-6169	374	8	j.	j.	PROPN
aesr-6169	374	9	o.	o.	PROPN
aesr-6169	374	10	lawal	lawal	PROPN
aesr-6169	374	11	,	,	PUNCT
aesr-6169	374	12	and	and	CCONJ
aesr-6169	374	13	a.	a.	PROPN
aesr-6169	374	14	o.	o.	PROPN
aesr-6169	374	15	oyinlana	oyinlana	PROPN
aesr-6169	374	16	,	,	PUNCT
aesr-6169	374	17	"	"	PUNCT
aesr-6169	374	18	determinants	determinant	NOUN
aesr-6169	374	19	of	of	ADP
aesr-6169	374	20	credit	credit	NOUN
aesr-6169	374	21	constraint	constraint	NOUN
aesr-6169	374	22	conditions	condition	NOUN
aesr-6169	374	23	and	and	CCONJ
aesr-6169	374	24	production	production	NOUN
aesr-6169	374	25	efficiency	efficiency	NOUN
aesr-6169	374	26	among	among	ADP
aesr-6169	374	27	farming	farming	NOUN
aesr-6169	374	28	households	household	NOUN
aesr-6169	374	29	in	in	ADP
aesr-6169	374	30	southwestern	southwestern	ADJ
aesr-6169	374	31	nigeria	nigeria	PROPN
aesr-6169	374	32	,	,	PUNCT
aesr-6169	374	33	"	"	PUNCT
aesr-6169	374	34	presented	present	VERB
aesr-6169	374	35	at	at	ADP
aesr-6169	374	36	the	the	DET
aesr-6169	374	37	the	the	DET
aesr-6169	374	38	joint	joint	ADJ
aesr-6169	374	39	3rd	3rd	ADJ
aesr-6169	374	40	african	african	ADJ
aesr-6169	374	41	association	association	NOUN
aesr-6169	374	42	of	of	ADP
aesr-6169	374	43	agricultural	agricultural	ADJ
aesr-6169	374	44	economists	economist	NOUN
aesr-6169	374	45	(	(	PUNCT
aesr-6169	374	46	aaae	aaae	ADJ
aesr-6169	374	47	)	)	PUNCT
aesr-6169	374	48	and	and	CCONJ
aesr-6169	374	49	48th	48th	ADJ
aesr-6169	374	50	agricultural	agricultural	ADJ
aesr-6169	374	51	economists	economist	NOUN
aesr-6169	374	52	association	association	PROPN
aesr-6169	374	53	of	of	ADP
aesr-6169	374	54	south	south	PROPN
aesr-6169	374	55	africa	africa	PROPN
aesr-6169	374	56	(	(	PUNCT
aesr-6169	374	57	aeasa	aeasa	PROPN
aesr-6169	374	58	)	)	PUNCT
aesr-6169	374	59	conference	conference	NOUN
aesr-6169	374	60	,	,	PUNCT
aesr-6169	374	61	cape	cape	NOUN
aesr-6169	374	62	town	town	NOUN
aesr-6169	374	63	,	,	PUNCT
aesr-6169	374	64	south	south	PROPN
aesr-6169	374	65	africa	africa	PROPN
aesr-6169	374	66	,	,	PUNCT
aesr-6169	374	67	september	september	PROPN
aesr-6169	374	68	19	19	NUM
aesr-6169	374	69	-	-	SYM
aesr-6169	374	70	23	23	NUM
aesr-6169	374	71	,	,	PUNCT
aesr-6169	374	72	2010	2010	NUM
aesr-6169	374	73	.	.	PUNCT
aesr-6169	375	1	[	[	X
aesr-6169	375	2	15	15	NUM
aesr-6169	375	3	]	]	X
aesr-6169	375	4	j.	j.	PROPN
aesr-6169	375	5	lawal	lawal	PROPN
aesr-6169	375	6	,	,	PUNCT
aesr-6169	375	7	b.	b.	PROPN
aesr-6169	375	8	omonona	omonona	PROPN
aesr-6169	375	9	,	,	PUNCT
aesr-6169	375	10	o.	o.	PROPN
aesr-6169	375	11	ajani	ajani	PROPN
aesr-6169	375	12	,	,	PUNCT
aesr-6169	375	13	and	and	CCONJ
aesr-6169	375	14	a.	a.	NOUN
aesr-6169	375	15	oni	oni	PROPN
aesr-6169	375	16	,	,	PUNCT
aesr-6169	375	17	"	"	PUNCT
aesr-6169	375	18	effects	effect	NOUN
aesr-6169	375	19	of	of	ADP
aesr-6169	375	20	social	social	ADJ
aesr-6169	375	21	capital	capital	NOUN
aesr-6169	375	22	on	on	ADP
aesr-6169	375	23	credit	credit	NOUN
aesr-6169	375	24	access	access	NOUN
aesr-6169	375	25	among	among	ADP
aesr-6169	375	26	cocoa	cocoa	NOUN
aesr-6169	375	27	farming	farming	NOUN
aesr-6169	375	28	households	household	NOUN
aesr-6169	375	29	in	in	ADP
aesr-6169	375	30	osun	osun	PROPN
aesr-6169	375	31	state	state	PROPN
aesr-6169	375	32	,	,	PUNCT
aesr-6169	375	33	nigeria	nigeria	PROPN
aesr-6169	375	34	,	,	PUNCT
aesr-6169	375	35	"	"	PUNCT
aesr-6169	375	36	pakistan	pakistan	PROPN
aesr-6169	375	37	journal	journal	NOUN
aesr-6169	375	38	of	of	ADP
aesr-6169	375	39	social	social	ADJ
aesr-6169	375	40	sciences	science	NOUN
aesr-6169	375	41	,	,	PUNCT
aesr-6169	375	42	vol	vol	NOUN
aesr-6169	375	43	.	.	PROPN
aesr-6169	375	44	6	6	NUM
aesr-6169	375	45	,	,	PUNCT
aesr-6169	375	46	no	no	INTJ
aesr-6169	375	47	.	.	NOUN
aesr-6169	375	48	3	3	NUM
aesr-6169	375	49	,	,	PUNCT
aesr-6169	375	50	pp	pp	ADJ
aesr-6169	375	51	.	.	PUNCT
aesr-6169	376	1	159	159	NUM
aesr-6169	376	2	-	-	SYM
aesr-6169	376	3	163	163	NUM
aesr-6169	376	4	,	,	PUNCT
aesr-6169	376	5	2009	2009	NUM
aesr-6169	376	6	.	.	PUNCT
aesr-6169	377	1	[	[	X
aesr-6169	377	2	16	16	NUM
aesr-6169	377	3	]	]	PUNCT
aesr-6169	377	4	a.	a.	PROPN
aesr-6169	377	5	b.	b.	PROPN
aesr-6169	377	6	omotoso	omotoso	PROPN
aesr-6169	377	7	and	and	CCONJ
aesr-6169	377	8	a.	a.	PROPN
aesr-6169	377	9	o.	o.	PROPN
aesr-6169	377	10	omotayo	omotayo	VERB
aesr-6169	377	11	,	,	PUNCT
aesr-6169	377	12	"	"	PUNCT
aesr-6169	377	13	enhancing	enhance	VERB
aesr-6169	377	14	dietary	dietary	ADJ
aesr-6169	377	15	diversity	diversity	NOUN
aesr-6169	377	16	and	and	CCONJ
aesr-6169	377	17	food	food	NOUN
aesr-6169	377	18	security	security	NOUN
aesr-6169	377	19	through	through	ADP
aesr-6169	377	20	the	the	DET
aesr-6169	377	21	adoption	adoption	NOUN
aesr-6169	377	22	of	of	ADP
aesr-6169	377	23	climate	climate	NOUN
aesr-6169	377	24	-	-	PUNCT
aesr-6169	377	25	smart	smart	ADJ
aesr-6169	377	26	agricultural	agricultural	ADJ
aesr-6169	377	27	practices	practice	NOUN
aesr-6169	377	28	in	in	ADP
aesr-6169	377	29	nigeria	nigeria	PROPN
aesr-6169	377	30	:	:	PUNCT
aesr-6169	377	31	a	a	DET
aesr-6169	377	32	micro	micro	ADJ
aesr-6169	377	33	level	level	NOUN
aesr-6169	377	34	evidence	evidence	NOUN
aesr-6169	377	35	,	,	PUNCT
aesr-6169	377	36	"	"	PUNCT
aesr-6169	377	37	environment	environment	NOUN
aesr-6169	377	38	,	,	PUNCT
aesr-6169	377	39	development	development	NOUN
aesr-6169	377	40	and	and	CCONJ
aesr-6169	377	41	sustainability	sustainability	NOUN
aesr-6169	377	42	,	,	PUNCT
aesr-6169	377	43	pp	pp	ADJ
aesr-6169	377	44	.	.	PUNCT
aesr-6169	378	1	1	1	NUM
aesr-6169	378	2	-	-	SYM
aesr-6169	378	3	18	18	NUM
aesr-6169	378	4	,	,	PUNCT
aesr-6169	378	5	2024	2024	NUM
aesr-6169	378	6	.	.	PUNCT
aesr-6169	379	1	https://doi.org/10.1007/s10668024-04681-8	https://doi.org/10.1007/s10668024-04681-8	PROPN
aesr-6169	379	2	[	[	X
aesr-6169	379	3	17	17	NUM
aesr-6169	379	4	]	]	PUNCT
aesr-6169	379	5	a.	a.	NOUN
aesr-6169	379	6	o.	o.	PROPN
aesr-6169	379	7	omotayo	omotayo	VERB
aesr-6169	379	8	,	,	PUNCT
aesr-6169	379	9	a.	a.	PROPN
aesr-6169	379	10	b.	b.	PROPN
aesr-6169	379	11	omotoso	omotoso	PROPN
aesr-6169	379	12	,	,	PUNCT
aesr-6169	379	13	s.	s.	PROPN
aesr-6169	379	14	a.	a.	PROPN
aesr-6169	379	15	daud	daud	PROPN
aesr-6169	379	16	,	,	PUNCT
aesr-6169	379	17	o.	o.	PROPN
aesr-6169	379	18	p.	p.	PROPN
aesr-6169	379	19	omotayo	omotayo	VERB
aesr-6169	379	20	,	,	PUNCT
aesr-6169	379	21	and	and	CCONJ
aesr-6169	379	22	b.	b.	PROPN
aesr-6169	379	23	a.	a.	PROPN
aesr-6169	379	24	adeniyi	adeniyi	ADV
aesr-6169	379	25	,	,	PUNCT
aesr-6169	379	26	"	"	PUNCT
aesr-6169	379	27	rising	rise	VERB
aesr-6169	379	28	food	food	NOUN
aesr-6169	379	29	prices	price	NOUN
aesr-6169	379	30	and	and	CCONJ
aesr-6169	379	31	farming	farming	NOUN
aesr-6169	379	32	households	household	NOUN
aesr-6169	379	33	food	food	NOUN
aesr-6169	379	34	insecurity	insecurity	NOUN
aesr-6169	379	35	during	during	ADP
aesr-6169	379	36	the	the	DET
aesr-6169	379	37	covid-19	covid-19	PROPN
aesr-6169	379	38	pandemic	pandemic	ADJ
aesr-6169	379	39	:	:	PUNCT
aesr-6169	379	40	policy	policy	NOUN
aesr-6169	379	41	implications	implication	NOUN
aesr-6169	379	42	from	from	ADP
aesr-6169	379	43	southwest	southwest	PROPN
aesr-6169	379	44	nigeria	nigeria	PROPN
aesr-6169	379	45	,	,	PUNCT
aesr-6169	379	46	"	"	PUNCT
aesr-6169	379	47	agriculture	agriculture	NOUN
aesr-6169	379	48	,	,	PUNCT
aesr-6169	379	49	vol	vol	NOUN
aesr-6169	379	50	.	.	PROPN
aesr-6169	379	51	12	12	NUM
aesr-6169	379	52	,	,	PUNCT
aesr-6169	379	53	no	no	INTJ
aesr-6169	379	54	.	.	NOUN
aesr-6169	380	1	3	3	NUM
aesr-6169	380	2	,	,	PUNCT
aesr-6169	380	3	pp	pp	ADJ
aesr-6169	380	4	.	.	PUNCT
aesr-6169	381	1	1	1	NUM
aesr-6169	381	2	-	-	SYM
aesr-6169	381	3	20	20	NUM
aesr-6169	381	4	,	,	PUNCT
aesr-6169	381	5	2022	2022	NUM
aesr-6169	381	6	.	.	PUNCT
aesr-6169	382	1	https://doi.org/10.3390/agriculture12030363	https://doi.org/10.3390/agriculture12030363	PROPN
aesr-6169	383	1	[	[	X
aesr-6169	383	2	18	18	NUM
aesr-6169	383	3	]	]	X
aesr-6169	383	4	o.	o.	NOUN
aesr-6169	383	5	akinola	akinola	PROPN
aesr-6169	383	6	and	and	CCONJ
aesr-6169	383	7	j.	j.	PROPN
aesr-6169	383	8	o.	o.	PROPN
aesr-6169	383	9	oladejo	oladejo	PROPN
aesr-6169	383	10	,	,	PUNCT
aesr-6169	383	11	"	"	PUNCT
aesr-6169	383	12	direct	direct	ADJ
aesr-6169	383	13	lending	lending	NOUN
aesr-6169	383	14	mechanisms	mechanism	NOUN
aesr-6169	383	15	offered	offer	VERB
aesr-6169	383	16	by	by	ADP
aesr-6169	383	17	bank	bank	PROPN
aesr-6169	383	18	of	of	ADP
aesr-6169	383	19	agriculture	agriculture	NOUN
aesr-6169	383	20	:	:	PUNCT
aesr-6169	383	21	fostering	foster	VERB
aesr-6169	383	22	innovation	innovation	NOUN
aesr-6169	383	23	among	among	ADP
aesr-6169	383	24	agribusinesses	agribusiness	NOUN
aesr-6169	383	25	in	in	ADP
aesr-6169	383	26	the	the	DET
aesr-6169	383	27	region	region	NOUN
aesr-6169	383	28	,	,	PUNCT
aesr-6169	383	29	"	"	PUNCT
aesr-6169	383	30	international	international	ADJ
aesr-6169	383	31	journal	journal	NOUN
aesr-6169	383	32	of	of	ADP
aesr-6169	383	33	agricultural	agricultural	ADJ
aesr-6169	383	34	economics	economic	NOUN
aesr-6169	383	35	and	and	CCONJ
aesr-6169	383	36	rural	rural	ADJ
aesr-6169	383	37	development	development	NOUN
aesr-6169	383	38	studies	study	NOUN
aesr-6169	383	39	,	,	PUNCT
aesr-6169	383	40	vol	vol	NOUN
aesr-6169	383	41	.	.	PROPN
aesr-6169	383	42	5	5	NUM
aesr-6169	383	43	,	,	PUNCT
aesr-6169	383	44	no	no	INTJ
aesr-6169	383	45	.	.	NOUN
aesr-6169	383	46	1	1	NUM
aesr-6169	383	47	,	,	PUNCT
aesr-6169	383	48	pp	pp	ADJ
aesr-6169	383	49	.	.	PUNCT
aesr-6169	384	1	34	34	NUM
aesr-6169	384	2	-	-	SYM
aesr-6169	384	3	45	45	NUM
aesr-6169	384	4	,	,	PUNCT
aesr-6169	384	5	2018	2018	NUM
aesr-6169	384	6	.	.	PUNCT
aesr-6169	385	1	[	[	X
aesr-6169	385	2	19	19	NUM
aesr-6169	385	3	]	]	X
aesr-6169	385	4	o.	o.	NOUN
aesr-6169	385	5	ayegba	ayegba	PROPN
aesr-6169	385	6	and	and	CCONJ
aesr-6169	385	7	d.	d.	PROPN
aesr-6169	385	8	ikani	ikani	PROPN
aesr-6169	385	9	,	,	PUNCT
aesr-6169	385	10	"	"	PUNCT
aesr-6169	385	11	an	an	DET
aesr-6169	385	12	impact	impact	NOUN
aesr-6169	385	13	assessment	assessment	NOUN
aesr-6169	385	14	of	of	ADP
aesr-6169	385	15	agricultural	agricultural	ADJ
aesr-6169	385	16	credit	credit	NOUN
aesr-6169	385	17	on	on	ADP
aesr-6169	385	18	rural	rural	ADJ
aesr-6169	385	19	farmers	farmer	NOUN
aesr-6169	385	20	in	in	ADP
aesr-6169	385	21	nigeria	nigeria	PROPN
aesr-6169	385	22	,	,	PUNCT
aesr-6169	385	23	"	"	PUNCT
aesr-6169	385	24	research	research	NOUN
aesr-6169	385	25	journal	journal	NOUN
aesr-6169	385	26	of	of	ADP
aesr-6169	385	27	finance	finance	NOUN
aesr-6169	385	28	and	and	CCONJ
aesr-6169	385	29	accounting	accounting	NOUN
aesr-6169	385	30	,	,	PUNCT
aesr-6169	385	31	vol	vol	NOUN
aesr-6169	385	32	.	.	PROPN
aesr-6169	385	33	4	4	NUM
aesr-6169	385	34	,	,	PUNCT
aesr-6169	385	35	no	no	INTJ
aesr-6169	385	36	.	.	NOUN
aesr-6169	385	37	18	18	NUM
aesr-6169	385	38	,	,	PUNCT
aesr-6169	385	39	pp	pp	ADJ
aesr-6169	385	40	.	.	PUNCT
aesr-6169	385	41	80	80	NUM
aesr-6169	385	42	-	-	SYM
aesr-6169	385	43	89	89	NUM
aesr-6169	385	44	,	,	PUNCT
aesr-6169	385	45	2013	2013	NUM
aesr-6169	385	46	.	.	PUNCT
aesr-6169	386	1	[	[	X
aesr-6169	386	2	20	20	NUM
aesr-6169	386	3	]	]	PUNCT
aesr-6169	386	4	a.	a.	PROPN
aesr-6169	386	5	b.	b.	PROPN
aesr-6169	386	6	omotoso	omotoso	PROPN
aesr-6169	386	7	and	and	CCONJ
aesr-6169	386	8	a.	a.	PROPN
aesr-6169	386	9	o.	o.	PROPN
aesr-6169	386	10	omotayo	omotayo	VERB
aesr-6169	386	11	,	,	PUNCT
aesr-6169	386	12	"	"	PUNCT
aesr-6169	386	13	impact	impact	NOUN
aesr-6169	386	14	of	of	ADP
aesr-6169	386	15	behavioural	behavioural	ADJ
aesr-6169	386	16	intention	intention	NOUN
aesr-6169	386	17	to	to	PART
aesr-6169	386	18	adopt	adopt	VERB
aesr-6169	386	19	climate	climate	NOUN
aesr-6169	386	20	-	-	PUNCT
aesr-6169	386	21	smart	smart	ADJ
aesr-6169	386	22	agricultural	agricultural	ADJ
aesr-6169	386	23	practices	practice	NOUN
aesr-6169	386	24	on	on	ADP
aesr-6169	386	25	the	the	DET
aesr-6169	386	26	food	food	NOUN
aesr-6169	386	27	and	and	CCONJ
aesr-6169	386	28	nutrition	nutrition	NOUN
aesr-6169	386	29	security	security	NOUN
aesr-6169	386	30	of	of	ADP
aesr-6169	386	31	farming	farming	NOUN
aesr-6169	386	32	households	household	NOUN
aesr-6169	386	33	:	:	PUNCT
aesr-6169	386	34	a	a	DET
aesr-6169	386	35	microeconomic	microeconomic	ADJ
aesr-6169	386	36	level	level	NOUN
aesr-6169	386	37	evidence	evidence	NOUN
aesr-6169	386	38	,	,	PUNCT
aesr-6169	386	39	"	"	PUNCT
aesr-6169	386	40	climatic	climatic	ADJ
aesr-6169	386	41	change	change	NOUN
aesr-6169	386	42	,	,	PUNCT
aesr-6169	386	43	vol	vol	NOUN
aesr-6169	386	44	.	.	PROPN
aesr-6169	386	45	177	177	NUM
aesr-6169	386	46	,	,	PUNCT
aesr-6169	386	47	no	no	INTJ
aesr-6169	386	48	.	.	NOUN
aesr-6169	386	49	7	7	NUM
aesr-6169	386	50	,	,	PUNCT
aesr-6169	386	51	p.	p.	NOUN
aesr-6169	386	52	117	117	NUM
aesr-6169	386	53	,	,	PUNCT
aesr-6169	386	54	2024	2024	NUM
aesr-6169	386	55	.	.	PUNCT
aesr-6169	387	1	https://doi.org/10.1007/s10584-024-03775-6	https://doi.org/10.1007/s10584-024-03775-6	PRON
aesr-6169	388	1	[	[	X
aesr-6169	388	2	21	21	NUM
aesr-6169	388	3	]	]	PUNCT
aesr-6169	388	4	world	world	PROPN
aesr-6169	388	5	bank	bank	PROPN
aesr-6169	388	6	,	,	PUNCT
aesr-6169	388	7	world	world	NOUN
aesr-6169	388	8	development	development	PROPN
aesr-6169	388	9	report	report	PROPN
aesr-6169	388	10	2008	2008	NUM
aesr-6169	388	11	:	:	PUNCT
aesr-6169	388	12	agriculture	agriculture	NOUN
aesr-6169	388	13	for	for	ADP
aesr-6169	388	14	development	development	NOUN
aesr-6169	388	15	.	.	PUNCT
aesr-6169	389	1	washington	washington	PROPN
aesr-6169	389	2	,	,	PUNCT
aesr-6169	389	3	dc	dc	PROPN
aesr-6169	389	4	:	:	PUNCT
aesr-6169	389	5	world	world	PROPN
aesr-6169	389	6	bank	bank	PROPN
aesr-6169	389	7	,	,	PUNCT
aesr-6169	389	8	2008	2008	NUM
aesr-6169	389	9	.	.	PUNCT
aesr-6169	390	1	[	[	X
aesr-6169	390	2	22	22	NUM
aesr-6169	390	3	]	]	X
aesr-6169	390	4	h.	h.	PROPN
aesr-6169	390	5	white	white	PROPN
aesr-6169	390	6	,	,	PUNCT
aesr-6169	390	7	"	"	PUNCT
aesr-6169	390	8	impact	impact	NOUN
aesr-6169	390	9	evaluation	evaluation	NOUN
aesr-6169	390	10	:	:	PUNCT
aesr-6169	390	11	the	the	DET
aesr-6169	390	12	experience	experience	NOUN
aesr-6169	390	13	of	of	ADP
aesr-6169	390	14	the	the	DET
aesr-6169	390	15	independent	independent	ADJ
aesr-6169	390	16	evaluation	evaluation	NOUN
aesr-6169	390	17	group	group	NOUN
aesr-6169	390	18	of	of	ADP
aesr-6169	390	19	the	the	DET
aesr-6169	390	20	world	world	PROPN
aesr-6169	390	21	bank	bank	PROPN
aesr-6169	390	22	.	.	PUNCT
aesr-6169	390	23	"	"	PUNCT
aesr-6169	391	1	washington	washington	PROPN
aesr-6169	391	2	,	,	PUNCT
aesr-6169	391	3	d.c	d.c	PROPN
aesr-6169	391	4	:	:	PUNCT
aesr-6169	391	5	world	world	PROPN
aesr-6169	391	6	bank	bank	PROPN
aesr-6169	391	7	,	,	PUNCT
aesr-6169	391	8	2006	2006	NUM
aesr-6169	391	9	,	,	PUNCT
aesr-6169	391	10	p.	p.	NOUN
aesr-6169	391	11	3	3	NUM
aesr-6169	391	12	.	.	PUNCT
aesr-6169	392	1	[	[	X
aesr-6169	392	2	23	23	NUM
aesr-6169	392	3	]	]	PUNCT
aesr-6169	392	4	p.	p.	PROPN
aesr-6169	392	5	j.	j.	PROPN
aesr-6169	392	6	gertler	gertler	PROPN
aesr-6169	392	7	,	,	PUNCT
aesr-6169	392	8	s.	s.	PROPN
aesr-6169	392	9	martinez	martinez	PROPN
aesr-6169	392	10	,	,	PUNCT
aesr-6169	392	11	p.	p.	PROPN
aesr-6169	392	12	premand	premand	PROPN
aesr-6169	392	13	,	,	PUNCT
aesr-6169	392	14	l.	l.	PROPN
aesr-6169	392	15	b.	b.	PROPN
aesr-6169	392	16	rawlings	rawlings	PROPN
aesr-6169	392	17	,	,	PUNCT
aesr-6169	392	18	and	and	CCONJ
aesr-6169	392	19	c.	c.	PROPN
aesr-6169	392	20	m.	m.	PROPN
aesr-6169	392	21	j.	j.	PROPN
aesr-6169	392	22	vermeersch	vermeersch	PROPN
aesr-6169	392	23	,	,	PUNCT
aesr-6169	392	24	impact	impact	NOUN
aesr-6169	392	25	evaluation	evaluation	NOUN
aesr-6169	392	26	in	in	ADP
aesr-6169	392	27	practice	practice	NOUN
aesr-6169	392	28	.	.	PUNCT
aesr-6169	393	1	washington	washington	PROPN
aesr-6169	393	2	,	,	PUNCT
aesr-6169	393	3	dc	dc	PROPN
aesr-6169	393	4	:	:	PUNCT
aesr-6169	393	5	the	the	DET
aesr-6169	393	6	world	world	PROPN
aesr-6169	393	7	bank	bank	PROPN
aesr-6169	393	8	,	,	PUNCT
aesr-6169	393	9	2011	2011	NUM
aesr-6169	393	10	.	.	PUNCT
aesr-6169	394	1	[	[	X
aesr-6169	394	2	24	24	NUM
aesr-6169	394	3	]	]	PUNCT
aesr-6169	394	4	b.	b.	PROPN
aesr-6169	394	5	briceno	briceno	PROPN
aesr-6169	394	6	and	and	CCONJ
aesr-6169	394	7	m.	m.	NOUN
aesr-6169	394	8	gaarder	gaarder	NOUN
aesr-6169	394	9	,	,	PUNCT
aesr-6169	394	10	"	"	PUNCT
aesr-6169	394	11	institutionalisation	institutionalisation	NOUN
aesr-6169	394	12	of	of	ADP
aesr-6169	394	13	government	government	NOUN
aesr-6169	394	14	evaluation	evaluation	NOUN
aesr-6169	394	15	:	:	PUNCT
aesr-6169	394	16	balancing	balance	VERB
aesr-6169	394	17	trade	trade	NOUN
aesr-6169	394	18	-	-	PUNCT
aesr-6169	394	19	offs	off	NOUN
aesr-6169	394	20	,	,	PUNCT
aesr-6169	394	21	"	"	PUNCT
aesr-6169	394	22	journal	journal	NOUN
aesr-6169	394	23	of	of	ADP
aesr-6169	394	24	development	development	NOUN
aesr-6169	394	25	effectiveness	effectiveness	NOUN
aesr-6169	394	26	,	,	PUNCT
aesr-6169	394	27	pp	pp	X
aesr-6169	394	28	.	.	PUNCT
aesr-6169	395	1	289	289	NUM
aesr-6169	395	2	-	-	SYM
aesr-6169	395	3	309	309	NUM
aesr-6169	395	4	,	,	PUNCT
aesr-6169	395	5	2010	2010	NUM
aesr-6169	395	6	.	.	PUNCT
aesr-6169	396	1	[	[	X
aesr-6169	396	2	25	25	NUM
aesr-6169	396	3	]	]	PUNCT
aesr-6169	396	4	j.	j.	PROPN
aesr-6169	396	5	m.	m.	PROPN
aesr-6169	396	6	muaz	muaz	PROPN
aesr-6169	396	7	,	,	PUNCT
aesr-6169	396	8	practical	practical	ADJ
aesr-6169	396	9	guidelines	guideline	NOUN
aesr-6169	396	10	for	for	ADP
aesr-6169	396	11	conducting	conduct	VERB
aesr-6169	396	12	research	research	NOUN
aesr-6169	396	13	.	.	PUNCT
aesr-6169	397	1	summarising	summarise	VERB
aesr-6169	397	2	good	good	ADJ
aesr-6169	397	3	research	research	NOUN
aesr-6169	397	4	practice	practice	NOUN
aesr-6169	397	5	in	in	ADP
aesr-6169	397	6	line	line	NOUN
aesr-6169	397	7	with	with	ADP
aesr-6169	397	8	the	the	DET
aesr-6169	397	9	dced	dce	VERB
aesr-6169	397	10	standard	standard	NOUN
aesr-6169	397	11	.	.	PUNCT
aesr-6169	398	1	swisscontact	swisscontact	NOUN
aesr-6169	398	2	:	:	PUNCT
aesr-6169	398	3	university	university	NOUN
aesr-6169	398	4	of	of	ADP
aesr-6169	398	5	cambridge	cambridge	PROPN
aesr-6169	398	6	-	-	PUNCT
aesr-6169	398	7	centre	centre	NOUN
aesr-6169	398	8	for	for	ADP
aesr-6169	398	9	development	development	NOUN
aesr-6169	398	10	studies	study	NOUN
aesr-6169	398	11	,	,	PUNCT
aesr-6169	398	12	2013	2013	NUM
aesr-6169	398	13	.	.	PUNCT
aesr-6169	399	1	[	[	X
aesr-6169	399	2	26	26	NUM
aesr-6169	399	3	]	]	PUNCT
aesr-6169	399	4	r.	r.	PROPN
aesr-6169	399	5	k.	k.	PROPN
aesr-6169	399	6	shahidur	shahidur	PROPN
aesr-6169	399	7	and	and	CCONJ
aesr-6169	399	8	b.	b.	PROPN
aesr-6169	399	9	k.	k.	PROPN
aesr-6169	399	10	h.	h.	PROPN
aesr-6169	399	11	gayatri	gayatri	PROPN
aesr-6169	399	12	,	,	PUNCT
aesr-6169	399	13	a.s	a.s	PROPN
aesr-6169	399	14	.	.	PROPN
aesr-6169	399	15	,	,	PUNCT
aesr-6169	399	16	"	"	PUNCT
aesr-6169	399	17	handbook	handbook	NOUN
aesr-6169	399	18	on	on	ADP
aesr-6169	399	19	impact	impact	NOUN
aesr-6169	399	20	evaluation	evaluation	NOUN
aesr-6169	399	21	,	,	PUNCT
aesr-6169	399	22	quantitative	quantitative	ADJ
aesr-6169	399	23	methods	method	NOUN
aesr-6169	399	24	and	and	CCONJ
aesr-6169	399	25	practices	practice	NOUN
aesr-6169	399	26	,	,	PUNCT
aesr-6169	399	27	"	"	PUNCT
aesr-6169	399	28	the	the	DET
aesr-6169	399	29	international	international	ADJ
aesr-6169	399	30	bank	bank	NOUN
aesr-6169	399	31	for	for	ADP
aesr-6169	399	32	reconstruction	reconstruction	NOUN
aesr-6169	399	33	and	and	CCONJ
aesr-6169	399	34	development	development	NOUN
aesr-6169	399	35	/	/	PUNCT
aesr-6169	399	36	the	the	DET
aesr-6169	399	37	world	world	PROPN
aesr-6169	399	38	bank	bank	PROPN
aesr-6169	399	39	,	,	PUNCT
aesr-6169	399	40	1818	1818	NUM
aesr-6169	399	41	h	h	PROPN
aesr-6169	399	42	street	street	PROPN
aesr-6169	399	43	nw	nw	PROPN
aesr-6169	399	44	,	,	PUNCT
aesr-6169	399	45	washington	washington	PROPN
aesr-6169	399	46	dc	dc	PROPN
aesr-6169	399	47	20433	20433	NUM
aesr-6169	399	48	.	.	PUNCT
aesr-6169	400	1	sheets	sheet	NOUN
aesr-6169	400	2	,	,	PUNCT
aesr-6169	400	3	2010	2010	NUM
aesr-6169	400	4	.	.	PUNCT
aesr-6169	401	1	[	[	X
aesr-6169	401	2	27	27	NUM
aesr-6169	401	3	]	]	PUNCT
aesr-6169	401	4	m.	m.	NOUN
aesr-6169	401	5	ravallion	ravallion	NOUN
aesr-6169	401	6	,	,	PUNCT
aesr-6169	401	7	assessing	assess	VERB
aesr-6169	401	8	the	the	DET
aesr-6169	401	9	poverty	poverty	NOUN
aesr-6169	401	10	impact	impact	NOUN
aesr-6169	401	11	of	of	ADP
aesr-6169	401	12	an	an	DET
aesr-6169	401	13	assigned	assign	VERB
aesr-6169	401	14	program	program	NOUN
aesr-6169	401	15	.	.	PUNCT
aesr-6169	402	1	in	in	ADP
aesr-6169	402	2	françois	françois	PROPN
aesr-6169	402	3	bourguignon	bourguignon	PROPN
aesr-6169	402	4	and	and	CCONJ
aesr-6169	402	5	luiz	luiz	NOUN
aesr-6169	402	6	pereira	pereira	PROPN
aesr-6169	402	7	da	da	PROPN
aesr-6169	402	8	silva	silva	PROPN
aesr-6169	402	9	(	(	PUNCT
aesr-6169	402	10	eds	ed	NOUN
aesr-6169	402	11	)	)	PUNCT
aesr-6169	402	12	.	.	PUNCT
aesr-6169	403	1	the	the	DET
aesr-6169	403	2	impact	impact	NOUN
aesr-6169	403	3	of	of	ADP
aesr-6169	403	4	economic	economic	ADJ
aesr-6169	403	5	policies	policy	NOUN
aesr-6169	403	6	on	on	ADP
aesr-6169	403	7	poverty	poverty	NOUN
aesr-6169	403	8	and	and	CCONJ
aesr-6169	403	9	income	income	NOUN
aesr-6169	403	10	distribution	distribution	NOUN
aesr-6169	403	11	:	:	PUNCT
aesr-6169	403	12	evaluation	evaluation	NOUN
aesr-6169	403	13	techniques	technique	NOUN
aesr-6169	403	14	and	and	CCONJ
aesr-6169	403	15	tools	tool	NOUN
aesr-6169	403	16	.	.	PUNCT
aesr-6169	404	1	new	new	PROPN
aesr-6169	404	2	york	york	PROPN
aesr-6169	404	3	:	:	PUNCT
aesr-6169	404	4	oxford	oxford	PROPN
aesr-6169	404	5	university	university	PROPN
aesr-6169	404	6	press	press	NOUN
aesr-6169	404	7	,	,	PUNCT
aesr-6169	404	8	2003	2003	NUM
aesr-6169	404	9	.	.	PUNCT
aesr-6169	405	1	[	[	X
aesr-6169	405	2	28	28	NUM
aesr-6169	405	3	]	]	X
aesr-6169	405	4	m.	m.	NOUN
aesr-6169	405	5	a.	a.	PROPN
aesr-6169	405	6	t.	t.	PROPN
aesr-6169	405	7	j.	j.	PROPN
aesr-6169	405	8	mapila	mapila	PROPN
aesr-6169	405	9	,	,	PUNCT
aesr-6169	405	10	j.	j.	PROPN
aesr-6169	405	11	kirsten	kirsten	PROPN
aesr-6169	405	12	,	,	PUNCT
aesr-6169	405	13	and	and	CCONJ
aesr-6169	405	14	f.	f.	PROPN
aesr-6169	405	15	meyer	meyer	PROPN
aesr-6169	405	16	,	,	PUNCT
aesr-6169	405	17	"	"	PUNCT
aesr-6169	405	18	agricultural	agricultural	ADJ
aesr-6169	405	19	rural	rural	ADJ
aesr-6169	405	20	innovation	innovation	NOUN
aesr-6169	405	21	and	and	CCONJ
aesr-6169	405	22	improved	improve	VERB
aesr-6169	405	23	livelihood	livelihood	NOUN
aesr-6169	405	24	outcomes	outcome	NOUN
aesr-6169	405	25	in	in	ADP
aesr-6169	405	26	africa	africa	PROPN
aesr-6169	405	27	,	,	PUNCT
aesr-6169	405	28	"	"	PUNCT
aesr-6169	405	29	in	in	ADP
aesr-6169	405	30	proceedings	proceeding	NOUN
aesr-6169	405	31	of	of	ADP
aesr-6169	405	32	the	the	DET
aesr-6169	405	33	forum	forum	NOUN
aesr-6169	405	34	on	on	ADP
aesr-6169	405	35	the	the	DET
aesr-6169	405	36	development	development	NOUN
aesr-6169	405	37	southern	southern	PROPN
aesr-6169	405	38	africa	africa	PROPN
aesr-6169	405	39	,	,	PUNCT
aesr-6169	405	40	2011	2011	NUM
aesr-6169	405	41	.	.	PUNCT
aesr-6169	406	1	[	[	X
aesr-6169	406	2	29	29	NUM
aesr-6169	406	3	]	]	PUNCT
aesr-6169	406	4	m.	m.	NOUN
aesr-6169	406	5	o.	o.	PROPN
aesr-6169	406	6	nosiru	nosiru	PROPN
aesr-6169	406	7	,	,	PUNCT
aesr-6169	406	8	"	"	PUNCT
aesr-6169	406	9	microcredits	microcredit	NOUN
aesr-6169	406	10	and	and	CCONJ
aesr-6169	406	11	agricultural	agricultural	ADJ
aesr-6169	406	12	productivity	productivity	NOUN
aesr-6169	406	13	in	in	ADP
aesr-6169	406	14	ogun	ogun	PROPN
aesr-6169	406	15	state	state	PROPN
aesr-6169	406	16	,	,	PUNCT
aesr-6169	406	17	nigeria	nigeria	PROPN
aesr-6169	406	18	,	,	PUNCT
aesr-6169	406	19	"	"	PUNCT
aesr-6169	406	20	world	world	NOUN
aesr-6169	406	21	journal	journal	NOUN
aesr-6169	406	22	of	of	ADP
aesr-6169	406	23	agricultural	agricultural	ADJ
aesr-6169	406	24	sciences	science	NOUN
aesr-6169	406	25	,	,	PUNCT
aesr-6169	406	26	vol	vol	NOUN
aesr-6169	406	27	.	.	PROPN
aesr-6169	407	1	6	6	NUM
aesr-6169	407	2	,	,	PUNCT
aesr-6169	407	3	no	no	INTJ
aesr-6169	407	4	.	.	NOUN
aesr-6169	407	5	3	3	NUM
aesr-6169	407	6	,	,	PUNCT
aesr-6169	407	7	pp	pp	ADJ
aesr-6169	407	8	.	.	PUNCT
aesr-6169	408	1	290	290	NUM
aesr-6169	408	2	-	-	SYM
aesr-6169	408	3	296	296	NUM
aesr-6169	408	4	,	,	PUNCT
aesr-6169	408	5	2010	2010	NUM
aesr-6169	408	6	.	.	PUNCT
aesr-6169	409	1	[	[	X
aesr-6169	409	2	30	30	NUM
aesr-6169	409	3	]	]	X
aesr-6169	409	4	f.	f.	PROPN
aesr-6169	409	5	i.	i.	PROPN
aesr-6169	409	6	olagunju	olagunju	PROPN
aesr-6169	409	7	,	,	PUNCT
aesr-6169	409	8	"	"	PUNCT
aesr-6169	409	9	impact	impact	NOUN
aesr-6169	409	10	of	of	ADP
aesr-6169	409	11	credit	credit	NOUN
aesr-6169	409	12	on	on	ADP
aesr-6169	409	13	poultry	poultry	NOUN
aesr-6169	409	14	productivity	productivity	NOUN
aesr-6169	409	15	in	in	ADP
aesr-6169	409	16	southwestern	southwestern	ADJ
aesr-6169	409	17	nigeria	nigeria	PROPN
aesr-6169	409	18	,	,	PUNCT
aesr-6169	409	19	"	"	PUNCT
aesr-6169	409	20	world	world	NOUN
aesr-6169	409	21	rural	rural	ADJ
aesr-6169	409	22	observations	observation	NOUN
aesr-6169	409	23	,	,	PUNCT
aesr-6169	409	24	vol	vol	NOUN
aesr-6169	409	25	.	.	PROPN
aesr-6169	409	26	2	2	NUM
aesr-6169	409	27	,	,	PUNCT
aesr-6169	409	28	no	no	INTJ
aesr-6169	409	29	.	.	NOUN
aesr-6169	409	30	4	4	NUM
aesr-6169	409	31	,	,	PUNCT
aesr-6169	409	32	pp	pp	ADJ
aesr-6169	409	33	.	.	PUNCT
aesr-6169	410	1	29	29	NUM
aesr-6169	410	2	-	-	SYM
aesr-6169	410	3	37	37	NUM
aesr-6169	410	4	,	,	PUNCT
aesr-6169	410	5	2010	2010	NUM
aesr-6169	410	6	.	.	PUNCT
aesr-6169	411	1	[	[	X
aesr-6169	411	2	31	31	NUM
aesr-6169	411	3	]	]	PUNCT
aesr-6169	411	4	d.	d.	PROPN
aesr-6169	411	5	z.	z.	PROPN
aesr-6169	411	6	tilahun	tilahun	PROPN
aesr-6169	411	7	,	,	PUNCT
aesr-6169	411	8	"	"	PUNCT
aesr-6169	411	9	access	access	NOUN
aesr-6169	411	10	to	to	ADP
aesr-6169	411	11	credit	credit	NOUN
aesr-6169	411	12	and	and	CCONJ
aesr-6169	411	13	the	the	DET
aesr-6169	411	14	impact	impact	NOUN
aesr-6169	411	15	of	of	ADP
aesr-6169	411	16	credit	credit	NOUN
aesr-6169	411	17	constraints	constraint	NOUN
aesr-6169	411	18	on	on	ADP
aesr-6169	411	19	agricultural	agricultural	ADJ
aesr-6169	411	20	productivity	productivity	NOUN
aesr-6169	411	21	in	in	ADP
aesr-6169	411	22	ethiopia	ethiopia	PROPN
aesr-6169	411	23	:	:	PUNCT
aesr-6169	411	24	evidence	evidence	NOUN
aesr-6169	411	25	from	from	ADP
aesr-6169	411	26	selected	select	VERB
aesr-6169	411	27	zones	zone	NOUN
aesr-6169	411	28	of	of	ADP
aesr-6169	411	29	rural	rural	ADJ
aesr-6169	411	30	amhara	amhara	NOUN
aesr-6169	411	31	,	,	PUNCT
aesr-6169	411	32	"	"	PUNCT
aesr-6169	411	33	unpublished	unpublished	ADJ
aesr-6169	411	34	thesis	thesis	NOUN
aesr-6169	411	35	submitted	submit	VERB
aesr-6169	411	36	to	to	ADP
aesr-6169	411	37	the	the	DET
aesr-6169	411	38	department	department	NOUN
aesr-6169	411	39	of	of	ADP
aesr-6169	411	40	economics	economics	PROPN
aesr-6169	411	41	,	,	PUNCT
aesr-6169	411	42	addis	addis	PROPN
aesr-6169	411	43	ababa	ababa	PROPN
aesr-6169	411	44	university	university	PROPN
aesr-6169	411	45	.	.	PUNCT
aesr-6169	412	1	pp	pp	X
aesr-6169	412	2	.	.	PUNCT
aesr-6169	413	1	48	48	NUM
aesr-6169	413	2	.	.	NUM
aesr-6169	413	3	,	,	PUNCT
aesr-6169	413	4	2015	2015	NUM
aesr-6169	413	5	.	.	PUNCT
aesr-6169	414	1	[	[	X
aesr-6169	414	2	32	32	NUM
aesr-6169	414	3	]	]	PUNCT
aesr-6169	414	4	j.	j.	PROPN
aesr-6169	414	5	c.	c.	PROPN
aesr-6169	414	6	kiplimo	kiplimo	PROPN
aesr-6169	414	7	,	,	PUNCT
aesr-6169	414	8	e.	e.	PROPN
aesr-6169	414	9	ngenoh	ngenoh	PROPN
aesr-6169	414	10	,	,	PUNCT
aesr-6169	414	11	k.	k.	PROPN
aesr-6169	414	12	egerton	egerton	PROPN
aesr-6169	414	13	,	,	PUNCT
aesr-6169	414	14	and	and	CCONJ
aesr-6169	414	15	j.	j.	PROPN
aesr-6169	414	16	k.	k.	PROPN
aesr-6169	414	17	bett	bett	PROPN
aesr-6169	414	18	,	,	PUNCT
aesr-6169	414	19	"	"	PUNCT
aesr-6169	414	20	evaluation	evaluation	NOUN
aesr-6169	414	21	of	of	ADP
aesr-6169	414	22	factors	factor	NOUN
aesr-6169	414	23	influencing	influence	VERB
aesr-6169	414	24	access	access	NOUN
aesr-6169	414	25	to	to	ADP
aesr-6169	414	26	credit	credit	NOUN
aesr-6169	414	27	financial	financial	ADJ
aesr-6169	414	28	services	service	NOUN
aesr-6169	414	29	:	:	PUNCT
aesr-6169	414	30	evidence	evidence	NOUN
aesr-6169	414	31	from	from	ADP
aesr-6169	414	32	smallholder	smallholder	NOUN
aesr-6169	414	33	farmers	farmer	NOUN
aesr-6169	414	34	in	in	ADP
aesr-6169	414	35	eastern	eastern	ADJ
aesr-6169	414	36	region	region	NOUN
aesr-6169	414	37	of	of	ADP
aesr-6169	414	38	kenya	kenya	PROPN
aesr-6169	414	39	,	,	PUNCT
aesr-6169	414	40	"	"	PUNCT
aesr-6169	414	41	evaluation	evaluation	NOUN
aesr-6169	414	42	,	,	PUNCT
aesr-6169	414	43	vol	vol	NOUN
aesr-6169	414	44	.	.	PROPN
aesr-6169	414	45	6	6	NUM
aesr-6169	414	46	,	,	PUNCT
aesr-6169	414	47	no	no	INTJ
aesr-6169	414	48	.	.	NOUN
aesr-6169	414	49	17	17	NUM
aesr-6169	414	50	,	,	PUNCT
aesr-6169	414	51	pp	pp	ADJ
aesr-6169	414	52	.	.	PUNCT
aesr-6169	415	1	1	1	NUM
aesr-6169	415	2	-	-	SYM
aesr-6169	415	3	11	11	NUM
aesr-6169	415	4	,	,	PUNCT
aesr-6169	415	5	2015	2015	NUM
aesr-6169	415	6	.	.	PUNCT
aesr-6169	416	1	[	[	X
aesr-6169	416	2	33	33	NUM
aesr-6169	416	3	]	]	PUNCT
aesr-6169	416	4	t.	t.	NOUN
aesr-6169	416	5	takane	takane	NOUN
aesr-6169	416	6	,	,	PUNCT
aesr-6169	416	7	"	"	PUNCT
aesr-6169	416	8	labour	labour	NOUN
aesr-6169	416	9	use	use	NOUN
aesr-6169	416	10	in	in	ADP
aesr-6169	416	11	smallholder	smallholder	NOUN
aesr-6169	416	12	agriculture	agriculture	NOUN
aesr-6169	416	13	in	in	ADP
aesr-6169	416	14	malawi	malawi	PROPN
aesr-6169	416	15	:	:	PUNCT
aesr-6169	416	16	six	six	NUM
aesr-6169	416	17	village	village	NOUN
aesr-6169	416	18	case	case	NOUN
aesr-6169	416	19	studies	study	NOUN
aesr-6169	416	20	,	,	PUNCT
aesr-6169	416	21	"	"	PUNCT
aesr-6169	416	22	african	african	ADJ
aesr-6169	416	23	study	study	NOUN
aesr-6169	416	24	monographs	monograph	NOUN
aesr-6169	416	25	,	,	PUNCT
aesr-6169	416	26	vol	vol	NOUN
aesr-6169	416	27	.	.	PROPN
aesr-6169	416	28	29	29	NUM
aesr-6169	416	29	,	,	PUNCT
aesr-6169	416	30	no	no	INTJ
aesr-6169	416	31	.	.	NOUN
aesr-6169	416	32	4	4	NUM
aesr-6169	416	33	,	,	PUNCT
aesr-6169	416	34	pp	pp	ADJ
aesr-6169	416	35	.	.	PUNCT
aesr-6169	417	1	183	183	NUM
aesr-6169	417	2	-	-	SYM
aesr-6169	417	3	200	200	NUM
aesr-6169	417	4	,	,	PUNCT
aesr-6169	417	5	2008	2008	NUM
aesr-6169	417	6	.	.	PUNCT
aesr-6169	418	1	asian	asian	ADJ
aesr-6169	418	2	online	online	PROPN
aesr-6169	418	3	journal	journal	PROPN
aesr-6169	418	4	publishing	publishing	NOUN
aesr-6169	418	5	group	group	NOUN
aesr-6169	418	6	is	be	AUX
aesr-6169	418	7	not	not	PART
aesr-6169	418	8	responsible	responsible	ADJ
aesr-6169	418	9	or	or	CCONJ
aesr-6169	418	10	answerable	answerable	ADJ
aesr-6169	418	11	for	for	ADP
aesr-6169	418	12	any	any	DET
aesr-6169	418	13	loss	loss	NOUN
aesr-6169	418	14	,	,	PUNCT
aesr-6169	418	15	damage	damage	NOUN
aesr-6169	418	16	or	or	CCONJ
aesr-6169	418	17	liability	liability	NOUN
aesr-6169	418	18	,	,	PUNCT
aesr-6169	418	19	etc	etc	X
aesr-6169	418	20	.	.	X
aesr-6169	418	21	caused	cause	VERB
aesr-6169	418	22	in	in	ADP
aesr-6169	418	23	relation	relation	NOUN
aesr-6169	418	24	to	to	PART
aesr-6169	418	25	/	/	PUNCT
aesr-6169	418	26	arising	arise	VERB
aesr-6169	418	27	out	out	ADP
aesr-6169	418	28	of	of	ADP
aesr-6169	418	29	the	the	DET
aesr-6169	418	30	use	use	NOUN
aesr-6169	418	31	of	of	ADP
aesr-6169	418	32	the	the	DET
aesr-6169	418	33	content	content	NOUN
aesr-6169	418	34	.	.	PUNCT
aesr-6169	419	1	any	any	DET
aesr-6169	419	2	queries	query	NOUN
aesr-6169	419	3	should	should	AUX
aesr-6169	419	4	be	be	AUX
aesr-6169	419	5	directed	direct	VERB
aesr-6169	419	6	to	to	ADP
aesr-6169	419	7	the	the	DET
aesr-6169	419	8	corresponding	corresponding	ADJ
aesr-6169	419	9	author	author	NOUN
aesr-6169	419	10	of	of	ADP
aesr-6169	419	11	the	the	DET
aesr-6169	419	12	article	article	NOUN
aesr-6169	419	13	.	.	PUNCT
aesr-6169	420	1	https://doi.org/10.1016/j.jclepro.2023.137487	https://doi.org/10.1016/j.jclepro.2023.137487	NOUN
aesr-6169	420	2	https://doi.org/10.1007/s10668-024-04681-8	https://doi.org/10.1007/s10668-024-04681-8	PROPN
aesr-6169	420	3	https://doi.org/10.1007/s10668-024-04681-8	https://doi.org/10.1007/s10668-024-04681-8	NOUN
aesr-6169	420	4	https://doi.org/10.3390/agriculture12030363	https://doi.org/10.3390/agriculture12030363	NOUN
aesr-6169	420	5	https://doi.org/10.1007/s10584-024-03775-6	https://doi.org/10.1007/s10584-024-03775-6	VERB