id	sid	tid	token	lemma	pos
economy-2537	1	1	1	1	NUM
economy-2537	1	2	©	©	PROPN
economy-2537	1	3	2021	2021	NUM
economy-2537	1	4	by	by	ADP
economy-2537	1	5	the	the	DET
economy-2537	1	6	authors	author	NOUN
economy-2537	1	7	;	;	PUNCT
economy-2537	1	8	licensee	licensee	PROPN
economy-2537	1	9	asian	asian	ADJ
economy-2537	1	10	online	online	PROPN
economy-2537	1	11	journal	journal	PROPN
economy-2537	1	12	publishing	publishing	NOUN
economy-2537	1	13	group	group	NOUN
economy-2537	1	14	economy	economy	NOUN
economy-2537	1	15	vol	vol	NOUN
economy-2537	1	16	.	.	PROPN
economy-2537	1	17	8	8	NUM
economy-2537	1	18	,	,	PUNCT
economy-2537	1	19	no	no	INTJ
economy-2537	1	20	.	.	NOUN
economy-2537	1	21	1	1	NUM
economy-2537	1	22	,	,	PUNCT
economy-2537	1	23	1	1	NUM
economy-2537	1	24	-	-	SYM
economy-2537	1	25	9	9	NUM
economy-2537	1	26	,	,	PUNCT
economy-2537	1	27	2021	2021	NUM
economy-2537	1	28	issn(e	issn(e	PROPN
economy-2537	1	29	)	)	PUNCT
economy-2537	1	30	2313	2313	NUM
economy-2537	1	31	-	-	SYM
economy-2537	1	32	8181/	8181/	NUM
economy-2537	1	33	issn(p	issn(p	NOUN
economy-2537	1	34	)	)	PUNCT
economy-2537	1	35	2518	2518	NUM
economy-2537	1	36	-	-	PUNCT
economy-2537	1	37	0118	0118	NUM
economy-2537	1	38	doi	doi	NOUN
economy-2537	1	39	:	:	PUNCT
economy-2537	1	40	10.20448	10.20448	NUM
economy-2537	1	41	/	/	SYM
economy-2537	1	42	journal.502.2021.81.1.9	journal.502.2021.81.1.9	ADV
economy-2537	1	43	©	©	PROPN
economy-2537	1	44	2021	2021	NUM
economy-2537	1	45	by	by	ADP
economy-2537	1	46	the	the	DET
economy-2537	1	47	authors	author	NOUN
economy-2537	1	48	;	;	PUNCT
economy-2537	1	49	licensee	licensee	PROPN
economy-2537	1	50	asian	asian	ADJ
economy-2537	1	51	online	online	PROPN
economy-2537	1	52	journal	journal	PROPN
economy-2537	1	53	publishing	publishing	PROPN
economy-2537	1	54	group	group	PROPN
economy-2537	1	55	technical	technical	ADJ
economy-2537	1	56	efficiency	efficiency	NOUN
economy-2537	1	57	of	of	ADP
economy-2537	1	58	sorghum	sorghum	NOUN
economy-2537	1	59	production	production	NOUN
economy-2537	1	60	in	in	ADP
economy-2537	1	61	garu	garu	PROPN
economy-2537	1	62	district	district	NOUN
economy-2537	1	63	of	of	ADP
economy-2537	1	64	the	the	DET
economy-2537	1	65	upper	upper	PROPN
economy-2537	1	66	east	east	PROPN
economy-2537	1	67	region	region	NOUN
economy-2537	1	68	,	,	PUNCT
economy-2537	1	69	ghana	ghana	PROPN
economy-2537	1	70	gifty	gifty	NOUN
economy-2537	1	71	sienso1	sienso1	NUM
economy-2537	1	72	mohammed	mohammed	PROPN
economy-2537	1	73	ishmael2	ishmael2	PROPN
economy-2537	1	74	munkaila	munkaila	PROPN
economy-2537	1	75	lambongang3	lambongang3	NOUN
economy-2537	2	1	(	(	PUNCT
economy-2537	2	2			PROPN
economy-2537	2	3	corresponding	correspond	VERB
economy-2537	2	4	author	author	NOUN
economy-2537	2	5	)	)	PUNCT
economy-2537	2	6	1,2,3department	1,2,3department	NUM
economy-2537	2	7	of	of	ADP
economy-2537	2	8	agricultural	agricultural	ADJ
economy-2537	2	9	&	&	CCONJ
economy-2537	2	10	resource	resource	NOUN
economy-2537	2	11	economics	economic	NOUN
economy-2537	2	12	,	,	PUNCT
economy-2537	2	13	faculty	faculty	NOUN
economy-2537	2	14	of	of	ADP
economy-2537	2	15	agribusiness	agribusiness	PROPN
economy-2537	2	16	&	&	CCONJ
economy-2537	2	17	applied	apply	VERB
economy-2537	2	18	economics	economic	NOUN
economy-2537	2	19	,	,	PUNCT
economy-2537	2	20	university	university	NOUN
economy-2537	2	21	for	for	ADP
economy-2537	2	22	development	development	NOUN
economy-2537	2	23	studies	study	NOUN
economy-2537	2	24	,	,	PUNCT
economy-2537	2	25	tamale	tamale	NOUN
economy-2537	2	26	,	,	PUNCT
economy-2537	2	27	ghana	ghana	PROPN
economy-2537	2	28	.	.	PUNCT
economy-2537	3	1	abstract	abstract	ADJ
economy-2537	3	2	this	this	DET
economy-2537	3	3	study	study	NOUN
economy-2537	3	4	analyzed	analyze	VERB
economy-2537	3	5	the	the	DET
economy-2537	3	6	technical	technical	ADJ
economy-2537	3	7	efficiency	efficiency	NOUN
economy-2537	3	8	and	and	CCONJ
economy-2537	3	9	identified	identify	VERB
economy-2537	3	10	its	its	PRON
economy-2537	3	11	determinants	determinant	NOUN
economy-2537	3	12	in	in	ADP
economy-2537	3	13	sorghum	sorghum	NOUN
economy-2537	3	14	production	production	NOUN
economy-2537	3	15	.	.	PUNCT
economy-2537	4	1	two	two	NUM
economy-2537	4	2	-	-	PUNCT
economy-2537	4	3	stage	stage	NOUN
economy-2537	4	4	sampling	sampling	NOUN
economy-2537	4	5	technique	technique	NOUN
economy-2537	4	6	was	be	AUX
economy-2537	4	7	used	use	VERB
economy-2537	4	8	to	to	PART
economy-2537	4	9	collect	collect	VERB
economy-2537	4	10	cross	cross	ADJ
economy-2537	4	11	-	-	ADJ
economy-2537	4	12	sectional	sectional	ADJ
economy-2537	4	13	data	datum	NOUN
economy-2537	4	14	from	from	ADP
economy-2537	4	15	100	100	NUM
economy-2537	4	16	smallholder	smallholder	NOUN
economy-2537	4	17	sorghum	sorghum	NOUN
economy-2537	4	18	farmers	farmer	NOUN
economy-2537	4	19	in	in	ADP
economy-2537	4	20	garu	garu	PROPN
economy-2537	4	21	district	district	NOUN
economy-2537	4	22	in	in	ADP
economy-2537	4	23	the	the	DET
economy-2537	4	24	upper	upper	PROPN
economy-2537	4	25	east	east	PROPN
economy-2537	4	26	region	region	NOUN
economy-2537	4	27	of	of	ADP
economy-2537	4	28	ghana	ghana	PROPN
economy-2537	4	29	using	use	VERB
economy-2537	4	30	a	a	DET
economy-2537	4	31	semi	semi	ADJ
economy-2537	4	32	structured	structured	ADJ
economy-2537	4	33	questionnaire	questionnaire	NOUN
economy-2537	4	34	.	.	PUNCT
economy-2537	5	1	the	the	DET
economy-2537	5	2	stochastic	stochastic	ADJ
economy-2537	5	3	frontier	frontier	NOUN
economy-2537	5	4	analysis	analysis	NOUN
economy-2537	5	5	was	be	AUX
economy-2537	5	6	used	use	VERB
economy-2537	5	7	to	to	PART
economy-2537	5	8	estimate	estimate	VERB
economy-2537	5	9	the	the	DET
economy-2537	5	10	level	level	NOUN
economy-2537	5	11	and	and	CCONJ
economy-2537	5	12	determinants	determinant	NOUN
economy-2537	5	13	of	of	ADP
economy-2537	5	14	technical	technical	ADJ
economy-2537	5	15	efficiency	efficiency	NOUN
economy-2537	5	16	while	while	SCONJ
economy-2537	5	17	kendall	kendall	PROPN
economy-2537	5	18	's	's	PART
economy-2537	5	19	coefficient	coefficient	NOUN
economy-2537	5	20	of	of	ADP
economy-2537	5	21	concordance	concordance	NOUN
economy-2537	5	22	approach	approach	NOUN
economy-2537	5	23	was	be	AUX
economy-2537	5	24	used	use	VERB
economy-2537	5	25	to	to	PART
economy-2537	5	26	identify	identify	VERB
economy-2537	5	27	and	and	CCONJ
economy-2537	5	28	rank	rank	VERB
economy-2537	5	29	the	the	DET
economy-2537	5	30	constraints	constraint	NOUN
economy-2537	5	31	restraining	restrain	VERB
economy-2537	5	32	sorghum	sorghum	NOUN
economy-2537	5	33	production	production	NOUN
economy-2537	5	34	.	.	PUNCT
economy-2537	6	1	the	the	DET
economy-2537	6	2	study	study	NOUN
economy-2537	6	3	revealed	reveal	VERB
economy-2537	6	4	that	that	SCONJ
economy-2537	6	5	only	only	ADV
economy-2537	6	6	farm	farm	NOUN
economy-2537	6	7	size	size	NOUN
economy-2537	6	8	and	and	CCONJ
economy-2537	6	9	fertilizer	fertilizer	NOUN
economy-2537	6	10	were	be	AUX
economy-2537	6	11	found	find	VERB
economy-2537	6	12	to	to	PART
economy-2537	6	13	have	have	VERB
economy-2537	6	14	a	a	DET
economy-2537	6	15	significant	significant	ADJ
economy-2537	6	16	influence	influence	NOUN
economy-2537	6	17	on	on	ADP
economy-2537	6	18	the	the	DET
economy-2537	6	19	output	output	NOUN
economy-2537	6	20	.	.	PUNCT
economy-2537	7	1	technical	technical	ADJ
economy-2537	7	2	efficiency	efficiency	NOUN
economy-2537	7	3	varied	vary	VERB
economy-2537	7	4	widely	widely	ADV
economy-2537	7	5	among	among	ADP
economy-2537	7	6	sorghum	sorghum	NOUN
economy-2537	7	7	farmers	farmer	NOUN
economy-2537	7	8	,	,	PUNCT
economy-2537	7	9	ranging	range	VERB
economy-2537	7	10	from	from	ADP
economy-2537	7	11	16.14	16.14	NUM
economy-2537	7	12	%	%	NOUN
economy-2537	7	13	to	to	ADP
economy-2537	7	14	99.11	99.11	NUM
economy-2537	7	15	%	%	NOUN
economy-2537	7	16	with	with	ADP
economy-2537	7	17	a	a	DET
economy-2537	7	18	mean	mean	ADJ
economy-2537	7	19	technical	technical	ADJ
economy-2537	7	20	efficiency	efficiency	NOUN
economy-2537	7	21	of	of	ADP
economy-2537	7	22	88.92	88.92	NUM
economy-2537	7	23	%	%	NOUN
economy-2537	7	24	.	.	PUNCT
economy-2537	8	1	this	this	PRON
economy-2537	8	2	means	mean	VERB
economy-2537	8	3	that	that	SCONJ
economy-2537	8	4	farmers	farmer	NOUN
economy-2537	8	5	could	could	AUX
economy-2537	8	6	improve	improve	VERB
economy-2537	8	7	the	the	DET
economy-2537	8	8	productivity	productivity	NOUN
economy-2537	8	9	of	of	ADP
economy-2537	8	10	sorghum	sorghum	NOUN
economy-2537	8	11	by	by	ADP
economy-2537	8	12	11.08	11.08	NUM
economy-2537	8	13	%	%	NOUN
economy-2537	8	14	without	without	ADP
economy-2537	8	15	requiring	require	VERB
economy-2537	8	16	extra	extra	ADJ
economy-2537	8	17	inputs	input	NOUN
economy-2537	8	18	.	.	PUNCT
economy-2537	9	1	the	the	DET
economy-2537	9	2	main	main	ADJ
economy-2537	9	3	determinants	determinant	NOUN
economy-2537	9	4	of	of	ADP
economy-2537	9	5	technical	technical	ADJ
economy-2537	9	6	efficiency	efficiency	NOUN
economy-2537	9	7	were	be	AUX
economy-2537	9	8	age	age	NOUN
economy-2537	9	9	,	,	PUNCT
economy-2537	9	10	level	level	NOUN
economy-2537	9	11	of	of	ADP
economy-2537	9	12	education	education	NOUN
economy-2537	9	13	,	,	PUNCT
economy-2537	9	14	association	association	NOUN
economy-2537	9	15	membership	membership	NOUN
economy-2537	9	16	,	,	PUNCT
economy-2537	9	17	household	household	NOUN
economy-2537	9	18	size	size	NOUN
economy-2537	9	19	,	,	PUNCT
economy-2537	9	20	experience	experience	NOUN
economy-2537	9	21	,	,	PUNCT
economy-2537	9	22	crop	crop	NOUN
economy-2537	9	23	variety	variety	NOUN
economy-2537	9	24	,	,	PUNCT
economy-2537	9	25	and	and	CCONJ
economy-2537	9	26	access	access	NOUN
economy-2537	9	27	to	to	ADP
economy-2537	9	28	extension	extension	NOUN
economy-2537	9	29	,	,	PUNCT
economy-2537	9	30	access	access	NOUN
economy-2537	9	31	to	to	ADP
economy-2537	9	32	credit	credit	NOUN
economy-2537	9	33	,	,	PUNCT
economy-2537	9	34	access	access	NOUN
economy-2537	9	35	to	to	ADP
economy-2537	9	36	market	market	NOUN
economy-2537	9	37	and	and	CCONJ
economy-2537	9	38	distance	distance	NOUN
economy-2537	9	39	to	to	ADP
economy-2537	9	40	market	market	NOUN
economy-2537	9	41	.	.	PUNCT
economy-2537	10	1	major	major	ADJ
economy-2537	10	2	constraints	constraint	NOUN
economy-2537	10	3	limiting	limit	VERB
economy-2537	10	4	sorghum	sorghum	NOUN
economy-2537	10	5	production	production	NOUN
economy-2537	10	6	were	be	AUX
economy-2537	10	7	natural	natural	ADJ
economy-2537	10	8	disasters	disaster	NOUN
economy-2537	10	9	,	,	PUNCT
economy-2537	10	10	the	the	DET
economy-2537	10	11	incidence	incidence	NOUN
economy-2537	10	12	of	of	ADP
economy-2537	10	13	pest	pest	NOUN
economy-2537	10	14	and	and	CCONJ
economy-2537	10	15	diseases	disease	NOUN
economy-2537	10	16	,	,	PUNCT
economy-2537	10	17	lack	lack	NOUN
economy-2537	10	18	of	of	ADP
economy-2537	10	19	access	access	NOUN
economy-2537	10	20	to	to	ADP
economy-2537	10	21	credit	credit	NOUN
economy-2537	10	22	and	and	CCONJ
economy-2537	10	23	high	high	ADJ
economy-2537	10	24	production	production	NOUN
economy-2537	10	25	cost	cost	NOUN
economy-2537	10	26	.	.	PUNCT
economy-2537	11	1	the	the	DET
economy-2537	11	2	study	study	NOUN
economy-2537	11	3	recommends	recommend	VERB
economy-2537	11	4	that	that	SCONJ
economy-2537	11	5	fertilizer	fertilizer	NOUN
economy-2537	11	6	supply	supply	NOUN
economy-2537	11	7	at	at	ADP
economy-2537	11	8	subsidized	subsidized	ADJ
economy-2537	11	9	prices	price	NOUN
economy-2537	11	10	to	to	ADP
economy-2537	11	11	farmers	farmer	NOUN
economy-2537	11	12	in	in	ADP
economy-2537	11	13	the	the	DET
economy-2537	11	14	study	study	NOUN
economy-2537	11	15	area	area	NOUN
economy-2537	11	16	should	should	AUX
economy-2537	11	17	be	be	AUX
economy-2537	11	18	improved	improve	VERB
economy-2537	11	19	.	.	PUNCT
economy-2537	12	1	also	also	ADV
economy-2537	12	2	,	,	PUNCT
economy-2537	12	3	the	the	DET
economy-2537	12	4	ministry	ministry	PROPN
economy-2537	12	5	of	of	ADP
economy-2537	12	6	food	food	NOUN
economy-2537	12	7	and	and	CCONJ
economy-2537	12	8	agriculture	agriculture	NOUN
economy-2537	12	9	through	through	ADP
economy-2537	12	10	extension	extension	NOUN
economy-2537	12	11	agents	agent	NOUN
economy-2537	12	12	should	should	AUX
economy-2537	12	13	educate	educate	VERB
economy-2537	12	14	farmers	farmer	NOUN
economy-2537	12	15	on	on	ADP
economy-2537	12	16	the	the	DET
economy-2537	12	17	impact	impact	NOUN
economy-2537	12	18	of	of	ADP
economy-2537	12	19	these	these	DET
economy-2537	12	20	farm	farm	NOUN
economy-2537	12	21	and	and	CCONJ
economy-2537	12	22	farmer	farmer	NOUN
economy-2537	12	23	specific	specific	ADJ
economy-2537	12	24	characteristics	characteristic	NOUN
economy-2537	12	25	on	on	ADP
economy-2537	12	26	technical	technical	ADJ
economy-2537	12	27	efficiency	efficiency	NOUN
economy-2537	12	28	.	.	PUNCT
economy-2537	13	1	keywords	keyword	NOUN
economy-2537	13	2	:	:	PUNCT
economy-2537	13	3	sorghum	sorghum	NOUN
economy-2537	13	4	,	,	PUNCT
economy-2537	13	5	technical	technical	ADJ
economy-2537	13	6	efficiency	efficiency	NOUN
economy-2537	13	7	,	,	PUNCT
economy-2537	13	8	garu	garu	PROPN
economy-2537	13	9	district	district	NOUN
economy-2537	13	10	,	,	PUNCT
economy-2537	13	11	upper	upper	ADJ
economy-2537	13	12	east	east	NOUN
economy-2537	13	13	region	region	NOUN
economy-2537	13	14	,	,	PUNCT
economy-2537	13	15	stochastic	stochastic	ADJ
economy-2537	13	16	frontier	frontier	NOUN
economy-2537	13	17	analysis	analysis	NOUN
economy-2537	13	18	,	,	PUNCT
economy-2537	13	19	ghana	ghana	PROPN
economy-2537	13	20	.	.	PUNCT
economy-2537	14	1	jel	jel	PROPN
economy-2537	14	2	classification	classification	PROPN
economy-2537	14	3	:	:	PUNCT
economy-2537	14	4	a12	a12	PROPN
economy-2537	14	5	.	.	PUNCT
economy-2537	15	1	citation	citation	NOUN
economy-2537	16	1	|	|	ADV
economy-2537	16	2	gifty	gifty	NOUN
economy-2537	16	3	sienso	sienso	PROPN
economy-2537	16	4	;	;	PUNCT
economy-2537	16	5	mohammed	mohammed	PROPN
economy-2537	16	6	ishmael	ishmael	PROPN
economy-2537	16	7	;	;	PUNCT
economy-2537	16	8	munkaila	munkaila	PROPN
economy-2537	16	9	lambongang	lambongang	NOUN
economy-2537	16	10	(	(	PUNCT
economy-2537	16	11	2021	2021	NUM
economy-2537	16	12	)	)	PUNCT
economy-2537	16	13	.	.	PUNCT
economy-2537	17	1	technical	technical	ADJ
economy-2537	17	2	efficiency	efficiency	NOUN
economy-2537	17	3	of	of	ADP
economy-2537	17	4	sorghum	sorghum	NOUN
economy-2537	17	5	production	production	NOUN
economy-2537	17	6	in	in	ADP
economy-2537	17	7	garu	garu	PROPN
economy-2537	17	8	district	district	NOUN
economy-2537	17	9	of	of	ADP
economy-2537	17	10	the	the	DET
economy-2537	17	11	upper	upper	PROPN
economy-2537	17	12	east	east	PROPN
economy-2537	17	13	region	region	NOUN
economy-2537	17	14	,	,	PUNCT
economy-2537	17	15	ghana	ghana	PROPN
economy-2537	17	16	.	.	PUNCT
economy-2537	18	1	economy	economy	NOUN
economy-2537	18	2	,	,	PUNCT
economy-2537	18	3	8(1	8(1	NOUN
economy-2537	18	4	):	):	PUNCT
economy-2537	18	5	1	1	NUM
economy-2537	18	6	-	-	SYM
economy-2537	18	7	9	9	NUM
economy-2537	18	8	.	.	PUNCT
economy-2537	18	9	history	history	NOUN
economy-2537	18	10	:	:	PUNCT
economy-2537	18	11	received	receive	VERB
economy-2537	18	12	:	:	PUNCT
economy-2537	18	13	2	2	NUM
economy-2537	18	14	november	november	NOUN
economy-2537	18	15	2020	2020	NUM
economy-2537	18	16	revised	revise	VERB
economy-2537	18	17	:	:	PUNCT
economy-2537	18	18	27	27	NUM
economy-2537	18	19	november	november	PROPN
economy-2537	18	20	2020	2020	NUM
economy-2537	18	21	accepted	accept	VERB
economy-2537	18	22	:	:	PUNCT
economy-2537	18	23	18	18	NUM
economy-2537	18	24	december	december	PROPN
economy-2537	18	25	2020	2020	NUM
economy-2537	18	26	published	publish	VERB
economy-2537	18	27	:	:	PUNCT
economy-2537	18	28	4	4	NUM
economy-2537	18	29	january	january	NOUN
economy-2537	18	30	2021	2021	NUM
economy-2537	18	31	licensed	license	VERB
economy-2537	18	32	:	:	PUNCT
economy-2537	18	33	this	this	DET
economy-2537	18	34	work	work	NOUN
economy-2537	18	35	is	be	AUX
economy-2537	18	36	licensed	license	VERB
economy-2537	18	37	under	under	ADP
economy-2537	18	38	a	a	DET
economy-2537	18	39	creative	creative	ADJ
economy-2537	18	40	commons	common	NOUN
economy-2537	18	41	attribution	attribution	NOUN
economy-2537	18	42	3.0	3.0	NUM
economy-2537	18	43	license	license	NOUN
economy-2537	18	44	publisher	publisher	NOUN
economy-2537	18	45	:	:	PUNCT
economy-2537	18	46	asian	asian	ADJ
economy-2537	18	47	online	online	PROPN
economy-2537	18	48	journal	journal	PROPN
economy-2537	18	49	publishing	publishing	NOUN
economy-2537	18	50	group	group	NOUN
economy-2537	18	51	acknowledgement	acknowledgement	NOUN
economy-2537	18	52	:	:	PUNCT
economy-2537	18	53	all	all	DET
economy-2537	18	54	authors	author	NOUN
economy-2537	18	55	contributed	contribute	VERB
economy-2537	18	56	to	to	ADP
economy-2537	18	57	the	the	DET
economy-2537	18	58	conception	conception	NOUN
economy-2537	18	59	and	and	CCONJ
economy-2537	18	60	design	design	NOUN
economy-2537	18	61	of	of	ADP
economy-2537	18	62	the	the	DET
economy-2537	18	63	study	study	NOUN
economy-2537	18	64	.	.	PUNCT
economy-2537	19	1	funding	funding	NOUN
economy-2537	19	2	:	:	PUNCT
economy-2537	19	3	this	this	DET
economy-2537	19	4	study	study	NOUN
economy-2537	19	5	received	receive	VERB
economy-2537	19	6	no	no	DET
economy-2537	19	7	specific	specific	ADJ
economy-2537	19	8	financial	financial	ADJ
economy-2537	19	9	support	support	NOUN
economy-2537	19	10	.	.	PUNCT
economy-2537	20	1	competing	compete	VERB
economy-2537	20	2	interests	interest	NOUN
economy-2537	20	3	:	:	PUNCT
economy-2537	20	4	the	the	DET
economy-2537	20	5	authors	author	NOUN
economy-2537	20	6	declare	declare	VERB
economy-2537	20	7	that	that	SCONJ
economy-2537	20	8	they	they	PRON
economy-2537	20	9	have	have	VERB
economy-2537	20	10	no	no	DET
economy-2537	20	11	conflict	conflict	NOUN
economy-2537	20	12	of	of	ADP
economy-2537	20	13	interests	interest	NOUN
economy-2537	20	14	.	.	PUNCT
economy-2537	21	1	transparency	transparency	NOUN
economy-2537	21	2	:	:	PUNCT
economy-2537	21	3	the	the	DET
economy-2537	21	4	authors	author	NOUN
economy-2537	21	5	confirm	confirm	VERB
economy-2537	21	6	that	that	SCONJ
economy-2537	21	7	the	the	DET
economy-2537	21	8	manuscript	manuscript	NOUN
economy-2537	21	9	is	be	AUX
economy-2537	21	10	an	an	DET
economy-2537	21	11	honest	honest	ADJ
economy-2537	21	12	,	,	PUNCT
economy-2537	21	13	accurate	accurate	ADJ
economy-2537	21	14	,	,	PUNCT
economy-2537	21	15	and	and	CCONJ
economy-2537	21	16	transparent	transparent	ADJ
economy-2537	21	17	account	account	NOUN
economy-2537	21	18	of	of	ADP
economy-2537	21	19	the	the	DET
economy-2537	21	20	study	study	NOUN
economy-2537	21	21	was	be	AUX
economy-2537	21	22	reported	report	VERB
economy-2537	21	23	;	;	PUNCT
economy-2537	21	24	that	that	SCONJ
economy-2537	21	25	no	no	DET
economy-2537	21	26	vital	vital	ADJ
economy-2537	21	27	features	feature	NOUN
economy-2537	21	28	of	of	ADP
economy-2537	21	29	the	the	DET
economy-2537	21	30	study	study	NOUN
economy-2537	21	31	have	have	AUX
economy-2537	21	32	been	be	AUX
economy-2537	21	33	omitted	omit	VERB
economy-2537	21	34	;	;	PUNCT
economy-2537	21	35	and	and	CCONJ
economy-2537	21	36	that	that	SCONJ
economy-2537	21	37	any	any	DET
economy-2537	21	38	discrepancies	discrepancy	NOUN
economy-2537	21	39	from	from	ADP
economy-2537	21	40	the	the	DET
economy-2537	21	41	study	study	NOUN
economy-2537	21	42	as	as	SCONJ
economy-2537	21	43	planned	plan	VERB
economy-2537	21	44	have	have	AUX
economy-2537	21	45	been	be	AUX
economy-2537	21	46	explained	explain	VERB
economy-2537	21	47	.	.	PUNCT
economy-2537	22	1	ethical	ethical	ADJ
economy-2537	22	2	:	:	PUNCT
economy-2537	22	3	this	this	DET
economy-2537	22	4	study	study	NOUN
economy-2537	22	5	follows	follow	VERB
economy-2537	22	6	all	all	DET
economy-2537	22	7	ethical	ethical	ADJ
economy-2537	22	8	practices	practice	NOUN
economy-2537	22	9	during	during	ADP
economy-2537	22	10	writing	writing	NOUN
economy-2537	22	11	.	.	PUNCT
economy-2537	23	1	contents	content	NOUN
economy-2537	23	2	1	1	NUM
economy-2537	23	3	.	.	PUNCT
economy-2537	24	1	introduction	introduction	NOUN
economy-2537	24	2	.........................................................................................................................................................................................	.........................................................................................................................................................................................	NOUN
economy-2537	25	1	2	2	NUM
economy-2537	25	2	2	2	NUM
economy-2537	25	3	.	.	PUNCT
economy-2537	25	4	methodology	methodology	NOUN
economy-2537	25	5	........................................................................................................................................................................................	........................................................................................................................................................................................	PUNCT
economy-2537	26	1	2	2	NUM
economy-2537	26	2	3	3	NUM
economy-2537	26	3	.	.	PUNCT
economy-2537	26	4	results	result	NOUN
economy-2537	26	5	and	and	CCONJ
economy-2537	26	6	discussion	discussion	NOUN
economy-2537	26	7	......................................................................................................................................................................	......................................................................................................................................................................	PUNCT
economy-2537	27	1	4	4	NUM
economy-2537	27	2	4	4	NUM
economy-2537	27	3	.	.	PUNCT
economy-2537	27	4	conclusion	conclusion	NOUN
economy-2537	27	5	and	and	CCONJ
economy-2537	27	6	recommendations	recommendation	NOUN
economy-2537	27	7	..................................................................................................................................................	..................................................................................................................................................	PUNCT
economy-2537	27	8	8	8	NUM
economy-2537	27	9	references	reference	NOUN
economy-2537	27	10	.................................................................................................................................................................................................	.................................................................................................................................................................................................	NOUN
economy-2537	28	1	8	8	NUM
economy-2537	28	2	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.502.2021.81.1.9&domain=pdf&date_stamp=2017-01-14	http://crossmark.crossref.org/dialog/?doi=10.20448/journal.502.2021.81.1.9&domain=pdf&date_stamp=2017-01-14	NOUN
economy-2537	28	3	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
economy-2537	28	4	http://creativecommons.org/licenses/by/3.0/	http://creativecommons.org/licenses/by/3.0/	PROPN
economy-2537	28	5	https://www.asianonlinejournals.com/index.php/economy/article/view/2537	https://www.asianonlinejournals.com/index.php/economy/article/view/2537	PROPN
economy-2537	28	6	https://orcid.org/0000-0003-3864-1893	https://orcid.org/0000-0003-3864-1893	ADJ
economy-2537	28	7	https://orcid.org/0000-0003-0187-7659	https://orcid.org/0000-0003-0187-7659	NOUN
economy-2537	28	8	https://orcid.org/0000-0001-7808-6340	https://orcid.org/0000-0001-7808-6340	NOUN
economy-2537	28	9	economy	economy	NOUN
economy-2537	28	10	,	,	PUNCT
economy-2537	28	11	2021	2021	NUM
economy-2537	28	12	,	,	PUNCT
economy-2537	28	13	8(1	8(1	NOUN
economy-2537	28	14	):	):	PUNCT
economy-2537	28	15	1	1	NUM
economy-2537	28	16	-	-	SYM
economy-2537	28	17	9	9	NUM
economy-2537	28	18	2	2	NUM
economy-2537	28	19	©	©	PROPN
economy-2537	28	20	2021	2021	NUM
economy-2537	28	21	by	by	ADP
economy-2537	28	22	the	the	DET
economy-2537	28	23	authors	author	NOUN
economy-2537	28	24	;	;	PUNCT
economy-2537	28	25	licensee	licensee	PROPN
economy-2537	28	26	asian	asian	ADJ
economy-2537	28	27	online	online	PROPN
economy-2537	28	28	journal	journal	PROPN
economy-2537	28	29	publishing	publishing	NOUN
economy-2537	28	30	group	group	NOUN
economy-2537	28	31	contribution	contribution	NOUN
economy-2537	28	32	of	of	ADP
economy-2537	28	33	this	this	DET
economy-2537	28	34	paper	paper	NOUN
economy-2537	28	35	to	to	ADP
economy-2537	28	36	the	the	DET
economy-2537	28	37	literature	literature	NOUN
economy-2537	28	38	this	this	DET
economy-2537	28	39	study	study	NOUN
economy-2537	28	40	is	be	AUX
economy-2537	28	41	the	the	DET
economy-2537	28	42	first	first	ADJ
economy-2537	28	43	in	in	ADP
economy-2537	28	44	literature	literature	NOUN
economy-2537	28	45	that	that	PRON
economy-2537	28	46	employed	employ	VERB
economy-2537	28	47	a	a	DET
economy-2537	28	48	production	production	NOUN
economy-2537	28	49	economics	economic	NOUN
economy-2537	28	50	technique	technique	NOUN
economy-2537	28	51	to	to	PART
economy-2537	28	52	estimate	estimate	VERB
economy-2537	28	53	the	the	DET
economy-2537	28	54	technical	technical	ADJ
economy-2537	28	55	efficiency	efficiency	NOUN
economy-2537	28	56	of	of	ADP
economy-2537	28	57	sorghum	sorghum	NOUN
economy-2537	28	58	production	production	NOUN
economy-2537	28	59	in	in	ADP
economy-2537	28	60	the	the	DET
economy-2537	28	61	study	study	NOUN
economy-2537	28	62	area	area	NOUN
economy-2537	28	63	.	.	PUNCT
economy-2537	29	1	1	1	X
economy-2537	29	2	.	.	X
economy-2537	29	3	introduction	introduction	NOUN
economy-2537	29	4	sorghum	sorghum	NOUN
economy-2537	29	5	is	be	AUX
economy-2537	29	6	an	an	DET
economy-2537	29	7	essential	essential	ADJ
economy-2537	29	8	cereal	cereal	NOUN
economy-2537	29	9	crop	crop	NOUN
economy-2537	29	10	grown	grow	VERB
economy-2537	29	11	worldwide	worldwide	ADV
economy-2537	29	12	for	for	ADP
economy-2537	29	13	animal	animal	NOUN
economy-2537	29	14	nutrition	nutrition	NOUN
economy-2537	29	15	(	(	PUNCT
economy-2537	29	16	jacob	jacob	PROPN
economy-2537	29	17	,	,	PUNCT
economy-2537	29	18	fidelis	fidelis	PROPN
economy-2537	29	19	,	,	PUNCT
economy-2537	29	20	salaudeen	salaudeen	NOUN
economy-2537	29	21	,	,	PUNCT
economy-2537	29	22	&	&	CCONJ
economy-2537	29	23	queen	queen	PROPN
economy-2537	29	24	,	,	PUNCT
economy-2537	29	25	2013	2013	NUM
economy-2537	29	26	)	)	PUNCT
economy-2537	29	27	.	.	PUNCT
economy-2537	30	1	this	this	DET
economy-2537	30	2	crop	crop	NOUN
economy-2537	30	3	is	be	AUX
economy-2537	30	4	very	very	ADV
economy-2537	30	5	well	well	ADV
economy-2537	30	6	adapted	adapt	VERB
economy-2537	30	7	to	to	ADP
economy-2537	30	8	the	the	DET
economy-2537	30	9	ecological	ecological	ADJ
economy-2537	30	10	conditions	condition	NOUN
economy-2537	30	11	under	under	ADP
economy-2537	30	12	which	which	PRON
economy-2537	30	13	it	it	PRON
economy-2537	30	14	is	be	AUX
economy-2537	30	15	traditionally	traditionally	ADV
economy-2537	30	16	grown	grow	VERB
economy-2537	30	17	(	(	PUNCT
economy-2537	30	18	muyukani	muyukani	NOUN
economy-2537	30	19	&	&	CCONJ
economy-2537	30	20	muthama	muthama	NOUN
economy-2537	30	21	,	,	PUNCT
economy-2537	30	22	2019	2019	NUM
economy-2537	30	23	)	)	PUNCT
economy-2537	30	24	.	.	PUNCT
economy-2537	31	1	globally	globally	ADV
economy-2537	31	2	,	,	PUNCT
economy-2537	31	3	sorghum	sorghum	NOUN
economy-2537	31	4	is	be	AUX
economy-2537	31	5	being	be	AUX
economy-2537	31	6	used	use	VERB
economy-2537	31	7	in	in	ADP
economy-2537	31	8	food	food	NOUN
economy-2537	31	9	products	product	NOUN
economy-2537	31	10	and	and	CCONJ
economy-2537	31	11	various	various	ADJ
economy-2537	31	12	food	food	NOUN
economy-2537	31	13	items	item	NOUN
economy-2537	31	14	that	that	PRON
economy-2537	31	15	are	be	AUX
economy-2537	31	16	made	make	VERB
economy-2537	31	17	from	from	ADP
economy-2537	31	18	this	this	DET
economy-2537	31	19	crop	crop	NOUN
economy-2537	31	20	,	,	PUNCT
economy-2537	31	21	including	include	VERB
economy-2537	31	22	malted	malt	VERB
economy-2537	31	23	drinks	drink	NOUN
economy-2537	31	24	,	,	PUNCT
economy-2537	31	25	cake	cake	NOUN
economy-2537	31	26	,	,	PUNCT
economy-2537	31	27	ethylene	ethylene	NOUN
economy-2537	31	28	glycol	glycol	NOUN
economy-2537	31	29	,	,	PUNCT
economy-2537	31	30	flour	flour	NOUN
economy-2537	31	31	,	,	PUNCT
economy-2537	31	32	sweets	sweet	NOUN
economy-2537	31	33	and	and	CCONJ
economy-2537	31	34	beers	beer	NOUN
economy-2537	31	35	(	(	PUNCT
economy-2537	31	36	zalkuwi	zalkuwi	NOUN
economy-2537	31	37	,	,	PUNCT
economy-2537	31	38	2015	2015	NUM
economy-2537	31	39	)	)	PUNCT
economy-2537	31	40	.	.	PUNCT
economy-2537	32	1	it	it	PRON
economy-2537	32	2	is	be	AUX
economy-2537	32	3	usually	usually	ADV
economy-2537	32	4	cultivated	cultivate	VERB
economy-2537	32	5	in	in	ADP
economy-2537	32	6	the	the	DET
economy-2537	32	7	semi	semi	ADJ
economy-2537	32	8	-	-	ADJ
economy-2537	32	9	arid	arid	ADJ
economy-2537	32	10	tropics	tropic	NOUN
economy-2537	32	11	where	where	SCONJ
economy-2537	32	12	water	water	NOUN
economy-2537	32	13	availability	availability	NOUN
economy-2537	32	14	is	be	AUX
economy-2537	32	15	limited	limit	VERB
economy-2537	32	16	and	and	CCONJ
economy-2537	32	17	mostly	mostly	ADV
economy-2537	32	18	exposed	expose	VERB
economy-2537	32	19	to	to	ADP
economy-2537	32	20	drought	drought	NOUN
economy-2537	32	21	(	(	PUNCT
economy-2537	32	22	deb	deb	PROPN
economy-2537	32	23	,	,	PUNCT
economy-2537	32	24	2004	2004	NUM
economy-2537	32	25	)	)	PUNCT
economy-2537	32	26	.	.	PUNCT
economy-2537	33	1	in	in	ADP
economy-2537	33	2	africa	africa	PROPN
economy-2537	33	3	,	,	PUNCT
economy-2537	33	4	sorghum	sorghum	NOUN
economy-2537	33	5	is	be	AUX
economy-2537	33	6	second	second	ADJ
economy-2537	33	7	to	to	PART
economy-2537	33	8	maize	maize	VERB
economy-2537	33	9	as	as	ADP
economy-2537	33	10	the	the	DET
economy-2537	33	11	staple	staple	ADJ
economy-2537	33	12	grain	grain	NOUN
economy-2537	33	13	for	for	ADP
economy-2537	33	14	millions	million	NOUN
economy-2537	33	15	of	of	ADP
economy-2537	33	16	people	people	NOUN
economy-2537	33	17	(	(	PUNCT
economy-2537	33	18	mundia	mundia	PROPN
economy-2537	33	19	,	,	PUNCT
economy-2537	33	20	secchi	secchi	PROPN
economy-2537	33	21	,	,	PUNCT
economy-2537	33	22	akamani	akamani	PROPN
economy-2537	33	23	,	,	PUNCT
economy-2537	33	24	&	&	CCONJ
economy-2537	33	25	wang	wang	PROPN
economy-2537	33	26	,	,	PUNCT
economy-2537	33	27	2019	2019	NUM
economy-2537	33	28	)	)	PUNCT
economy-2537	33	29	.	.	PUNCT
economy-2537	34	1	according	accord	VERB
economy-2537	34	2	to	to	ADP
economy-2537	34	3	hariprasanna	hariprasanna	NOUN
economy-2537	34	4	and	and	CCONJ
economy-2537	34	5	rakshit	rakshit	NOUN
economy-2537	34	6	(	(	PUNCT
economy-2537	34	7	2016	2016	NUM
economy-2537	34	8	)	)	PUNCT
economy-2537	34	9	over	over	ADP
economy-2537	34	10	90	90	NUM
economy-2537	34	11	%	%	NOUN
economy-2537	34	12	of	of	ADP
economy-2537	34	13	the	the	DET
economy-2537	34	14	world	world	NOUN
economy-2537	34	15	’s	’s	PART
economy-2537	34	16	sorghum	sorghum	NOUN
economy-2537	34	17	harvested	harvest	VERB
economy-2537	34	18	areas	area	NOUN
economy-2537	34	19	lie	lie	VERB
economy-2537	34	20	in	in	ADP
economy-2537	34	21	the	the	DET
economy-2537	34	22	developing	develop	VERB
economy-2537	34	23	economies	economy	NOUN
economy-2537	34	24	,	,	PUNCT
economy-2537	34	25	mainly	mainly	ADV
economy-2537	34	26	in	in	ADP
economy-2537	34	27	africa	africa	PROPN
economy-2537	34	28	and	and	CCONJ
economy-2537	34	29	asia	asia	PROPN
economy-2537	34	30	,	,	PUNCT
economy-2537	34	31	with	with	ADP
economy-2537	34	32	africa	africa	PROPN
economy-2537	34	33	contributing	contribute	VERB
economy-2537	34	34	about	about	ADV
economy-2537	34	35	61	61	NUM
economy-2537	34	36	%	%	NOUN
economy-2537	34	37	of	of	ADP
economy-2537	34	38	the	the	DET
economy-2537	34	39	production	production	NOUN
economy-2537	34	40	land	land	NOUN
economy-2537	34	41	and	and	CCONJ
economy-2537	34	42	41	41	NUM
economy-2537	34	43	%	%	NOUN
economy-2537	34	44	of	of	ADP
economy-2537	34	45	production	production	NOUN
economy-2537	34	46	.	.	PUNCT
economy-2537	35	1	asia	asia	PROPN
economy-2537	35	2	,	,	PUNCT
economy-2537	35	3	on	on	ADP
economy-2537	35	4	the	the	DET
economy-2537	35	5	other	other	ADJ
economy-2537	35	6	hand	hand	NOUN
economy-2537	35	7	,	,	PUNCT
economy-2537	35	8	contributes	contribute	VERB
economy-2537	35	9	about	about	ADP
economy-2537	35	10	22	22	NUM
economy-2537	35	11	%	%	NOUN
economy-2537	35	12	of	of	ADP
economy-2537	35	13	the	the	DET
economy-2537	35	14	production	production	NOUN
economy-2537	35	15	land	land	NOUN
economy-2537	35	16	and	and	CCONJ
economy-2537	35	17	18	18	NUM
economy-2537	35	18	%	%	NOUN
economy-2537	35	19	of	of	ADP
economy-2537	35	20	production	production	NOUN
economy-2537	35	21	(	(	PUNCT
economy-2537	35	22	mundia	mundia	NOUN
economy-2537	35	23	et	et	NOUN
economy-2537	35	24	al	al	PROPN
economy-2537	35	25	.	.	PROPN
economy-2537	35	26	,	,	PUNCT
economy-2537	35	27	2019	2019	NUM
economy-2537	35	28	)	)	PUNCT
economy-2537	35	29	.	.	PUNCT
economy-2537	36	1	the	the	DET
economy-2537	36	2	contribution	contribution	NOUN
economy-2537	36	3	of	of	ADP
economy-2537	36	4	the	the	DET
economy-2537	36	5	agricultural	agricultural	ADJ
economy-2537	36	6	sector	sector	NOUN
economy-2537	36	7	to	to	ADP
economy-2537	36	8	the	the	DET
economy-2537	36	9	general	general	ADJ
economy-2537	36	10	development	development	NOUN
economy-2537	36	11	of	of	ADP
economy-2537	36	12	ghana	ghana	PROPN
economy-2537	36	13	can	can	AUX
economy-2537	36	14	not	not	PART
economy-2537	36	15	be	be	AUX
economy-2537	36	16	underestimated	underestimate	VERB
economy-2537	36	17	as	as	SCONJ
economy-2537	36	18	it	it	PRON
economy-2537	36	19	employs	employ	VERB
economy-2537	36	20	about	about	ADV
economy-2537	36	21	50	50	NUM
economy-2537	36	22	%	%	NOUN
economy-2537	36	23	of	of	ADP
economy-2537	36	24	the	the	DET
economy-2537	36	25	labour	labour	ADJ
economy-2537	36	26	force	force	NOUN
economy-2537	36	27	and	and	CCONJ
economy-2537	36	28	has	have	AUX
economy-2537	36	29	contributed	contribute	VERB
economy-2537	36	30	23.6	23.6	NUM
economy-2537	36	31	%	%	NOUN
economy-2537	36	32	to	to	ADP
economy-2537	36	33	the	the	DET
economy-2537	36	34	gross	gross	ADJ
economy-2537	36	35	domestic	domestic	ADJ
economy-2537	36	36	product	product	NOUN
economy-2537	36	37	(	(	PUNCT
economy-2537	36	38	gdp	gdp	NOUN
economy-2537	36	39	)	)	PUNCT
economy-2537	36	40	of	of	ADP
economy-2537	36	41	ghana	ghana	PROPN
economy-2537	36	42	(	(	PUNCT
economy-2537	36	43	gss	gss	PROPN
economy-2537	36	44	,	,	PUNCT
economy-2537	36	45	2014	2014	NUM
economy-2537	36	46	)	)	PUNCT
economy-2537	36	47	.	.	PUNCT
economy-2537	37	1	in	in	ADP
economy-2537	37	2	2018	2018	NUM
economy-2537	37	3	,	,	PUNCT
economy-2537	37	4	the	the	DET
economy-2537	37	5	agricultural	agricultural	ADJ
economy-2537	37	6	sector	sector	NOUN
economy-2537	37	7	accounted	account	VERB
economy-2537	37	8	for	for	ADP
economy-2537	37	9	about	about	ADV
economy-2537	37	10	20.5	20.5	NUM
economy-2537	37	11	%	%	NOUN
economy-2537	37	12	of	of	ADP
economy-2537	37	13	our	our	PRON
economy-2537	37	14	gdp	gdp	NOUN
economy-2537	37	15	as	as	SCONJ
economy-2537	37	16	compared	compare	VERB
economy-2537	37	17	to	to	ADP
economy-2537	37	18	the	the	DET
economy-2537	37	19	industrial	industrial	ADJ
economy-2537	37	20	and	and	CCONJ
economy-2537	37	21	service	service	NOUN
economy-2537	37	22	sectors	sector	NOUN
economy-2537	37	23	,	,	PUNCT
economy-2537	37	24	which	which	PRON
economy-2537	37	25	contributed	contribute	VERB
economy-2537	37	26	31.3	31.3	NUM
economy-2537	37	27	%	%	NOUN
economy-2537	37	28	and	and	CCONJ
economy-2537	37	29	48.2	48.2	NUM
economy-2537	37	30	%	%	NOUN
economy-2537	37	31	respectively	respectively	ADV
economy-2537	37	32	(	(	PUNCT
economy-2537	37	33	ghana	ghana	PROPN
economy-2537	37	34	statistical	statistical	ADJ
economy-2537	37	35	service	service	NOUN
economy-2537	37	36	(	(	PUNCT
economy-2537	37	37	gss	gss	PROPN
economy-2537	37	38	)	)	PUNCT
economy-2537	37	39	,	,	PUNCT
economy-2537	37	40	2018	2018	NUM
economy-2537	37	41	)	)	PUNCT
economy-2537	37	42	.	.	PUNCT
economy-2537	38	1	the	the	DET
economy-2537	38	2	agricultural	agricultural	ADJ
economy-2537	38	3	sector	sector	NOUN
economy-2537	38	4	growth	growth	NOUN
economy-2537	38	5	in	in	ADP
economy-2537	38	6	2018	2018	NUM
economy-2537	38	7	was	be	AUX
economy-2537	38	8	4.8	4.8	NUM
economy-2537	38	9	%	%	NOUN
economy-2537	38	10	,	,	PUNCT
economy-2537	38	11	relative	relative	ADJ
economy-2537	38	12	to	to	ADP
economy-2537	38	13	a	a	DET
economy-2537	38	14	growth	growth	NOUN
economy-2537	38	15	rate	rate	NOUN
economy-2537	38	16	of	of	ADP
economy-2537	38	17	6.1	6.1	NUM
economy-2537	38	18	%	%	NOUN
economy-2537	38	19	in	in	ADP
economy-2537	38	20	2017	2017	NUM
economy-2537	38	21	.	.	PUNCT
economy-2537	39	1	though	though	SCONJ
economy-2537	39	2	the	the	DET
economy-2537	39	3	contribution	contribution	NOUN
economy-2537	39	4	of	of	ADP
economy-2537	39	5	agriculture	agriculture	NOUN
economy-2537	39	6	to	to	ADP
economy-2537	39	7	gdp	gdp	NOUN
economy-2537	39	8	should	should	AUX
economy-2537	39	9	decrease	decrease	VERB
economy-2537	39	10	with	with	ADP
economy-2537	39	11	development	development	NOUN
economy-2537	39	12	,	,	PUNCT
economy-2537	39	13	the	the	DET
economy-2537	39	14	growth	growth	NOUN
economy-2537	39	15	rate	rate	NOUN
economy-2537	39	16	should	should	AUX
economy-2537	39	17	be	be	AUX
economy-2537	39	18	persistent	persistent	ADJ
economy-2537	39	19	over	over	ADP
economy-2537	39	20	time	time	NOUN
economy-2537	39	21	according	accord	VERB
economy-2537	39	22	to	to	ADP
economy-2537	39	23	arthur	arthur	PROPN
economy-2537	39	24	lewis	lewis	PROPN
economy-2537	39	25	theory	theory	PROPN
economy-2537	39	26	of	of	ADP
economy-2537	39	27	development	development	NOUN
economy-2537	39	28	(	(	PUNCT
economy-2537	39	29	lambongang	lambongang	PROPN
economy-2537	39	30	,	,	PUNCT
economy-2537	39	31	ansah	ansah	PROPN
economy-2537	39	32	,	,	PUNCT
economy-2537	39	33	&	&	CCONJ
economy-2537	39	34	donkoh	donkoh	PROPN
economy-2537	39	35	,	,	PUNCT
economy-2537	39	36	2019	2019	NUM
economy-2537	39	37	)	)	PUNCT
economy-2537	39	38	.	.	PUNCT
economy-2537	40	1	although	although	SCONJ
economy-2537	40	2	the	the	DET
economy-2537	40	3	agricultural	agricultural	ADJ
economy-2537	40	4	sector	sector	NOUN
economy-2537	40	5	’s	’s	PART
economy-2537	40	6	share	share	NOUN
economy-2537	40	7	to	to	ADP
economy-2537	40	8	the	the	DET
economy-2537	40	9	gdp	gdp	NOUN
economy-2537	40	10	of	of	ADP
economy-2537	40	11	ghana	ghana	PROPN
economy-2537	40	12	is	be	AUX
economy-2537	40	13	smaller	small	ADJ
economy-2537	40	14	compared	compare	VERB
economy-2537	40	15	to	to	ADP
economy-2537	40	16	the	the	DET
economy-2537	40	17	other	other	ADJ
economy-2537	40	18	sectors	sector	NOUN
economy-2537	40	19	,	,	PUNCT
economy-2537	40	20	the	the	DET
economy-2537	40	21	ripple	ripple	ADJ
economy-2537	40	22	effect	effect	NOUN
economy-2537	40	23	of	of	ADP
economy-2537	40	24	the	the	DET
economy-2537	40	25	inefficiency	inefficiency	NOUN
economy-2537	40	26	of	of	ADP
economy-2537	40	27	the	the	DET
economy-2537	40	28	sector	sector	NOUN
economy-2537	40	29	on	on	ADP
economy-2537	40	30	the	the	DET
economy-2537	40	31	livelihoods	livelihood	NOUN
economy-2537	40	32	of	of	ADP
economy-2537	40	33	farmers	farmer	NOUN
economy-2537	40	34	,	,	PUNCT
economy-2537	40	35	food	food	NOUN
economy-2537	40	36	security	security	NOUN
economy-2537	40	37	and	and	CCONJ
economy-2537	40	38	other	other	ADJ
economy-2537	40	39	benefits	benefit	NOUN
economy-2537	40	40	can	can	AUX
economy-2537	40	41	not	not	PART
economy-2537	40	42	be	be	AUX
economy-2537	40	43	underrated	underrate	VERB
economy-2537	40	44	(	(	PUNCT
economy-2537	40	45	konja	konja	ADJ
economy-2537	40	46	,	,	PUNCT
economy-2537	40	47	mabe	mabe	ADJ
economy-2537	40	48	,	,	PUNCT
economy-2537	40	49	&	&	CCONJ
economy-2537	40	50	alhassan	alhassan	VERB
economy-2537	40	51	,	,	PUNCT
economy-2537	40	52	2019	2019	NUM
economy-2537	40	53	)	)	PUNCT
economy-2537	40	54	.	.	PUNCT
economy-2537	41	1	the	the	DET
economy-2537	41	2	crop	crop	NOUN
economy-2537	41	3	sector	sector	NOUN
economy-2537	41	4	is	be	AUX
economy-2537	41	5	the	the	DET
economy-2537	41	6	largest	large	ADJ
economy-2537	41	7	(	(	PUNCT
economy-2537	41	8	14.5	14.5	NUM
economy-2537	41	9	%	%	NOUN
economy-2537	41	10	)	)	PUNCT
economy-2537	41	11	contributor	contributor	NOUN
economy-2537	41	12	to	to	ADP
economy-2537	41	13	the	the	DET
economy-2537	41	14	agricultural	agricultural	ADJ
economy-2537	41	15	sector	sector	NOUN
economy-2537	41	16	to	to	ADP
economy-2537	41	17	gdp	gdp	PROPN
economy-2537	41	18	(	(	PUNCT
economy-2537	41	19	ghana	ghana	PROPN
economy-2537	41	20	statistical	statistical	ADJ
economy-2537	41	21	service	service	NOUN
economy-2537	41	22	(	(	PUNCT
economy-2537	41	23	gss	gss	PROPN
economy-2537	41	24	)	)	PUNCT
economy-2537	41	25	,	,	PUNCT
economy-2537	41	26	2018	2018	NUM
economy-2537	41	27	)	)	PUNCT
economy-2537	41	28	.	.	PUNCT
economy-2537	42	1	even	even	ADV
economy-2537	42	2	though	though	SCONJ
economy-2537	42	3	the	the	DET
economy-2537	42	4	crop	crop	NOUN
economy-2537	42	5	sector	sector	NOUN
economy-2537	42	6	plays	play	VERB
economy-2537	42	7	a	a	DET
economy-2537	42	8	significant	significant	ADJ
economy-2537	42	9	role	role	NOUN
economy-2537	42	10	in	in	ADP
economy-2537	42	11	gdp	gdp	NOUN
economy-2537	42	12	growth	growth	NOUN
economy-2537	42	13	,	,	PUNCT
economy-2537	42	14	its	its	PRON
economy-2537	42	15	yield	yield	NOUN
economy-2537	42	16	in	in	ADP
economy-2537	42	17	ghana	ghana	PROPN
economy-2537	42	18	is	be	AUX
economy-2537	42	19	low	low	ADJ
economy-2537	42	20	,	,	PUNCT
economy-2537	42	21	as	as	SCONJ
economy-2537	42	22	growth	growth	NOUN
economy-2537	42	23	in	in	ADP
economy-2537	42	24	output	output	NOUN
economy-2537	42	25	over	over	ADP
economy-2537	42	26	the	the	DET
economy-2537	42	27	years	year	NOUN
economy-2537	42	28	has	have	AUX
economy-2537	42	29	come	come	VERB
economy-2537	42	30	as	as	ADP
economy-2537	42	31	a	a	DET
economy-2537	42	32	result	result	NOUN
economy-2537	42	33	of	of	ADP
economy-2537	42	34	an	an	DET
economy-2537	42	35	increase	increase	NOUN
economy-2537	42	36	in	in	ADP
economy-2537	42	37	land	land	NOUN
economy-2537	42	38	under	under	ADP
economy-2537	42	39	cultivation	cultivation	NOUN
economy-2537	42	40	rather	rather	ADV
economy-2537	42	41	than	than	ADP
economy-2537	42	42	improvement	improvement	NOUN
economy-2537	42	43	in	in	ADP
economy-2537	42	44	yields	yield	NOUN
economy-2537	42	45	which	which	PRON
economy-2537	42	46	leads	lead	VERB
economy-2537	42	47	to	to	ADP
economy-2537	42	48	deforestation	deforestation	NOUN
economy-2537	42	49	and	and	CCONJ
economy-2537	42	50	associated	associate	VERB
economy-2537	42	51	effects	effect	NOUN
economy-2537	42	52	(	(	PUNCT
economy-2537	42	53	danso	danso	NOUN
economy-2537	42	54	-	-	PUNCT
economy-2537	42	55	abbeam	abbeam	NOUN
economy-2537	42	56	,	,	PUNCT
economy-2537	42	57	bosiako	bosiako	ADJ
economy-2537	42	58	,	,	PUNCT
economy-2537	42	59	ehiakpor	ehiakpor	NOUN
economy-2537	42	60	,	,	PUNCT
economy-2537	42	61	&	&	CCONJ
economy-2537	42	62	mabe	mabe	NOUN
economy-2537	42	63	,	,	PUNCT
economy-2537	42	64	2018	2018	NUM
economy-2537	42	65	)	)	PUNCT
economy-2537	42	66	.	.	PUNCT
economy-2537	43	1	in	in	ADP
economy-2537	43	2	ghana	ghana	PROPN
economy-2537	43	3	,	,	PUNCT
economy-2537	43	4	sorghum	sorghum	NOUN
economy-2537	43	5	is	be	AUX
economy-2537	43	6	usually	usually	ADV
economy-2537	43	7	grown	grow	VERB
economy-2537	43	8	in	in	ADP
economy-2537	43	9	guinea	guinea	PROPN
economy-2537	43	10	and	and	CCONJ
economy-2537	43	11	sudan	sudan	PROPN
economy-2537	43	12	savanna	savanna	NOUN
economy-2537	43	13	zones	zone	NOUN
economy-2537	43	14	in	in	ADP
economy-2537	43	15	the	the	DET
economy-2537	43	16	upper	upper	ADJ
economy-2537	43	17	west	west	NOUN
economy-2537	43	18	,	,	PUNCT
economy-2537	43	19	upper	upper	ADJ
economy-2537	43	20	east	east	ADJ
economy-2537	43	21	and	and	CCONJ
economy-2537	43	22	northern	northern	ADJ
economy-2537	43	23	regions	region	NOUN
economy-2537	43	24	of	of	ADP
economy-2537	43	25	the	the	DET
economy-2537	43	26	country	country	NOUN
economy-2537	43	27	with	with	ADP
economy-2537	43	28	a	a	DET
economy-2537	43	29	respective	respective	ADJ
economy-2537	43	30	average	average	ADJ
economy-2537	43	31	rainfall	rainfall	NOUN
economy-2537	43	32	of	of	ADP
economy-2537	43	33	1000	1000	NUM
economy-2537	43	34	mm	mm	NOUN
economy-2537	43	35	and	and	CCONJ
economy-2537	43	36	990	990	NUM
economy-2537	43	37	mm	mm	NOUN
economy-2537	43	38	per	per	ADP
economy-2537	43	39	year	year	NOUN
economy-2537	43	40	(	(	PUNCT
economy-2537	43	41	darfour	darfour	NOUN
economy-2537	43	42	&	&	CCONJ
economy-2537	43	43	rosentrater	rosentrater	PROPN
economy-2537	43	44	,	,	PUNCT
economy-2537	43	45	2018	2018	NUM
economy-2537	43	46	)	)	PUNCT
economy-2537	43	47	.	.	PUNCT
economy-2537	44	1	sorghum	sorghum	NOUN
economy-2537	44	2	is	be	AUX
economy-2537	44	3	seen	see	VERB
economy-2537	44	4	as	as	ADP
economy-2537	44	5	a	a	DET
economy-2537	44	6	common	common	ADJ
economy-2537	44	7	food	food	NOUN
economy-2537	44	8	crop	crop	NOUN
economy-2537	44	9	in	in	ADP
economy-2537	44	10	ghana	ghana	PROPN
economy-2537	44	11	and	and	CCONJ
economy-2537	44	12	is	be	AUX
economy-2537	44	13	among	among	ADP
economy-2537	44	14	the	the	DET
economy-2537	44	15	baseline	baseline	NOUN
economy-2537	44	16	crops	crop	NOUN
economy-2537	44	17	of	of	ADP
economy-2537	44	18	farmers	farmer	NOUN
economy-2537	44	19	in	in	ADP
economy-2537	44	20	the	the	DET
economy-2537	44	21	savanna	savanna	NOUN
economy-2537	44	22	zones	zone	NOUN
economy-2537	44	23	(	(	PUNCT
economy-2537	44	24	darfour	darfour	NOUN
economy-2537	44	25	&	&	CCONJ
economy-2537	44	26	rosentrater	rosentrater	PROPN
economy-2537	44	27	,	,	PUNCT
economy-2537	44	28	2018	2018	NUM
economy-2537	44	29	)	)	PUNCT
economy-2537	44	30	.	.	PUNCT
economy-2537	45	1	the	the	DET
economy-2537	45	2	researchers	researcher	NOUN
economy-2537	45	3	noted	note	VERB
economy-2537	45	4	that	that	SCONJ
economy-2537	45	5	sorghum	sorghum	NOUN
economy-2537	45	6	comes	come	VERB
economy-2537	45	7	after	after	ADP
economy-2537	45	8	maize	maize	NOUN
economy-2537	45	9	and	and	CCONJ
economy-2537	45	10	rice	rice	NOUN
economy-2537	45	11	concerning	concern	VERB
economy-2537	45	12	the	the	DET
economy-2537	45	13	quantity	quantity	NOUN
economy-2537	45	14	of	of	ADP
economy-2537	45	15	cereal	cereal	NOUN
economy-2537	45	16	production	production	NOUN
economy-2537	45	17	,	,	PUNCT
economy-2537	45	18	with	with	ADP
economy-2537	45	19	12	12	NUM
economy-2537	45	20	%	%	NOUN
economy-2537	45	21	on	on	ADP
economy-2537	45	22	aggregate	aggregate	ADJ
economy-2537	45	23	cereal	cereal	NOUN
economy-2537	45	24	production	production	NOUN
economy-2537	45	25	value	value	NOUN
economy-2537	45	26	.	.	PUNCT
economy-2537	46	1	studies	study	NOUN
economy-2537	46	2	on	on	ADP
economy-2537	46	3	the	the	DET
economy-2537	46	4	effect	effect	NOUN
economy-2537	46	5	of	of	ADP
economy-2537	46	6	climate	climate	NOUN
economy-2537	46	7	change	change	NOUN
economy-2537	46	8	on	on	ADP
economy-2537	46	9	sorghum	sorghum	NOUN
economy-2537	46	10	yields	yield	NOUN
economy-2537	46	11	reveal	reveal	VERB
economy-2537	46	12	that	that	SCONJ
economy-2537	46	13	there	there	PRON
economy-2537	46	14	will	will	AUX
economy-2537	46	15	be	be	AUX
economy-2537	46	16	enormous	enormous	ADJ
economy-2537	46	17	yield	yield	NOUN
economy-2537	46	18	declines	decline	NOUN
economy-2537	46	19	and	and	CCONJ
economy-2537	46	20	increased	increase	VERB
economy-2537	46	21	volatility	volatility	NOUN
economy-2537	46	22	from	from	ADP
economy-2537	46	23	west	west	PROPN
economy-2537	46	24	africa	africa	PROPN
economy-2537	46	25	(	(	PUNCT
economy-2537	46	26	ray	ray	PROPN
economy-2537	46	27	et	et	PROPN
economy-2537	46	28	al	al	PROPN
economy-2537	46	29	.	.	PROPN
economy-2537	46	30	,	,	PUNCT
economy-2537	46	31	2019	2019	NUM
economy-2537	46	32	)	)	PUNCT
economy-2537	46	33	.	.	PUNCT
economy-2537	47	1	it	it	PRON
economy-2537	47	2	is	be	AUX
economy-2537	47	3	possible	possible	ADJ
economy-2537	47	4	that	that	SCONJ
economy-2537	47	5	sorghum	sorghum	NOUN
economy-2537	47	6	production	production	NOUN
economy-2537	47	7	will	will	AUX
economy-2537	47	8	face	face	VERB
economy-2537	47	9	greater	great	ADJ
economy-2537	47	10	challenges	challenge	NOUN
economy-2537	47	11	in	in	ADP
economy-2537	47	12	the	the	DET
economy-2537	47	13	future	future	NOUN
economy-2537	47	14	,	,	PUNCT
economy-2537	47	15	and	and	CCONJ
economy-2537	47	16	people	people	NOUN
economy-2537	47	17	who	who	PRON
economy-2537	47	18	rely	rely	VERB
economy-2537	47	19	on	on	ADP
economy-2537	47	20	sorghum	sorghum	NOUN
economy-2537	47	21	as	as	ADP
economy-2537	47	22	a	a	DET
economy-2537	47	23	staple	staple	NOUN
economy-2537	47	24	food	food	NOUN
economy-2537	47	25	is	be	AUX
economy-2537	47	26	likely	likely	ADJ
economy-2537	47	27	to	to	PART
economy-2537	47	28	face	face	VERB
economy-2537	47	29	food	food	NOUN
economy-2537	47	30	insecurity	insecurity	NOUN
economy-2537	47	31	(	(	PUNCT
economy-2537	47	32	mundia	mundia	NOUN
economy-2537	47	33	et	et	NOUN
economy-2537	47	34	al	al	PROPN
economy-2537	47	35	.	.	PROPN
economy-2537	47	36	,	,	PUNCT
economy-2537	47	37	2019	2019	NUM
economy-2537	47	38	)	)	PUNCT
economy-2537	47	39	.	.	PUNCT
economy-2537	48	1	in	in	ADP
economy-2537	48	2	this	this	DET
economy-2537	48	3	context	context	NOUN
economy-2537	48	4	,	,	PUNCT
economy-2537	48	5	insight	insight	NOUN
economy-2537	48	6	into	into	ADP
economy-2537	48	7	the	the	DET
economy-2537	48	8	essentials	essential	NOUN
economy-2537	48	9	of	of	ADP
economy-2537	48	10	sorghum	sorghum	NOUN
economy-2537	48	11	production	production	NOUN
economy-2537	48	12	in	in	ADP
economy-2537	48	13	the	the	DET
economy-2537	48	14	garu	garu	PROPN
economy-2537	48	15	district	district	NOUN
economy-2537	48	16	of	of	ADP
economy-2537	48	17	the	the	DET
economy-2537	48	18	upper	upper	PROPN
economy-2537	48	19	east	east	PROPN
economy-2537	48	20	region	region	NOUN
economy-2537	48	21	,	,	PUNCT
economy-2537	48	22	compared	compare	VERB
economy-2537	48	23	to	to	ADP
economy-2537	48	24	other	other	ADJ
economy-2537	48	25	strong	strong	ADJ
economy-2537	48	26	sorghum	sorghum	NOUN
economy-2537	48	27	-	-	PUNCT
economy-2537	48	28	producing	produce	VERB
economy-2537	48	29	regions	region	NOUN
economy-2537	48	30	will	will	AUX
economy-2537	48	31	provide	provide	VERB
economy-2537	48	32	a	a	DET
economy-2537	48	33	relevant	relevant	ADJ
economy-2537	48	34	understanding	understanding	NOUN
economy-2537	48	35	of	of	ADP
economy-2537	48	36	what	what	PRON
economy-2537	48	37	factors	factor	NOUN
economy-2537	48	38	to	to	PART
economy-2537	48	39	consider	consider	VERB
economy-2537	48	40	to	to	PART
economy-2537	48	41	increase	increase	VERB
economy-2537	48	42	production	production	NOUN
economy-2537	48	43	and	and	CCONJ
economy-2537	48	44	secure	secure	ADJ
economy-2537	48	45	food	food	NOUN
economy-2537	48	46	supply	supply	NOUN
economy-2537	48	47	.	.	PUNCT
economy-2537	49	1	many	many	ADJ
economy-2537	49	2	developing	develop	VERB
economy-2537	49	3	economies	economy	NOUN
economy-2537	49	4	,	,	PUNCT
economy-2537	49	5	including	include	VERB
economy-2537	49	6	ghana	ghana	PROPN
economy-2537	49	7	,	,	PUNCT
economy-2537	49	8	have	have	AUX
economy-2537	49	9	invested	invest	VERB
economy-2537	49	10	a	a	DET
economy-2537	49	11	lot	lot	NOUN
economy-2537	49	12	in	in	ADP
economy-2537	49	13	the	the	DET
economy-2537	49	14	agricultural	agricultural	ADJ
economy-2537	49	15	sector	sector	NOUN
economy-2537	49	16	(	(	PUNCT
economy-2537	49	17	sienso	sienso	PROPN
economy-2537	49	18	,	,	PUNCT
economy-2537	49	19	asumingbrempong	asumingbrempong	PROPN
economy-2537	49	20	,	,	PUNCT
economy-2537	49	21	&	&	CCONJ
economy-2537	49	22	amegashie	amegashie	PROPN
economy-2537	49	23	,	,	PUNCT
economy-2537	49	24	2014	2014	NUM
economy-2537	49	25	)	)	PUNCT
economy-2537	49	26	.	.	PUNCT
economy-2537	50	1	despite	despite	SCONJ
economy-2537	50	2	these	these	DET
economy-2537	50	3	great	great	ADJ
economy-2537	50	4	investments	investment	NOUN
economy-2537	50	5	in	in	ADP
economy-2537	50	6	agriculture	agriculture	NOUN
economy-2537	50	7	,	,	PUNCT
economy-2537	50	8	its	its	PRON
economy-2537	50	9	productivity	productivity	NOUN
economy-2537	50	10	in	in	ADP
economy-2537	50	11	developing	develop	VERB
economy-2537	50	12	economies	economy	NOUN
economy-2537	50	13	faces	face	VERB
economy-2537	50	14	great	great	ADJ
economy-2537	50	15	challenges	challenge	NOUN
economy-2537	50	16	due	due	ADP
economy-2537	50	17	to	to	ADP
economy-2537	50	18	the	the	DET
economy-2537	50	19	high	high	ADJ
economy-2537	50	20	degree	degree	NOUN
economy-2537	50	21	of	of	ADP
economy-2537	50	22	the	the	DET
economy-2537	50	23	unfamiliarity	unfamiliarity	NOUN
economy-2537	50	24	of	of	ADP
economy-2537	50	25	farmers	farmer	NOUN
economy-2537	50	26	with	with	ADP
economy-2537	50	27	modern	modern	ADJ
economy-2537	50	28	technologies	technology	NOUN
economy-2537	50	29	,	,	PUNCT
economy-2537	50	30	inadequate	inadequate	ADJ
economy-2537	50	31	extension	extension	NOUN
economy-2537	50	32	and	and	CCONJ
economy-2537	50	33	education	education	NOUN
economy-2537	50	34	facilities	facility	NOUN
economy-2537	50	35	,	,	PUNCT
economy-2537	50	36	weak	weak	ADJ
economy-2537	50	37	infrastructure	infrastructure	NOUN
economy-2537	50	38	,	,	PUNCT
economy-2537	50	39	among	among	ADP
economy-2537	50	40	others	other	NOUN
economy-2537	50	41	(	(	PUNCT
economy-2537	50	42	anang	anang	PROPN
economy-2537	50	43	,	,	PUNCT
economy-2537	50	44	2016	2016	NUM
economy-2537	50	45	)	)	PUNCT
economy-2537	50	46	.	.	PUNCT
economy-2537	51	1	but	but	CCONJ
economy-2537	51	2	in	in	ADP
economy-2537	51	3	places	place	NOUN
economy-2537	51	4	where	where	SCONJ
economy-2537	51	5	inefficiencies	inefficiency	NOUN
economy-2537	51	6	exist	exist	VERB
economy-2537	51	7	,	,	PUNCT
economy-2537	51	8	trying	try	VERB
economy-2537	51	9	to	to	PART
economy-2537	51	10	implement	implement	VERB
economy-2537	51	11	new	new	ADJ
economy-2537	51	12	technology	technology	NOUN
economy-2537	51	13	may	may	AUX
economy-2537	51	14	not	not	PART
economy-2537	51	15	bring	bring	VERB
economy-2537	51	16	the	the	DET
economy-2537	51	17	expected	expect	VERB
economy-2537	51	18	results	result	NOUN
economy-2537	51	19	,	,	PUNCT
economy-2537	51	20	unless	unless	SCONJ
economy-2537	51	21	factors	factor	NOUN
economy-2537	51	22	related	relate	VERB
economy-2537	51	23	to	to	ADP
economy-2537	51	24	inefficiency	inefficiency	NOUN
economy-2537	51	25	among	among	ADP
economy-2537	51	26	farmers	farmer	NOUN
economy-2537	51	27	are	be	AUX
economy-2537	51	28	identified	identify	VERB
economy-2537	51	29	and	and	CCONJ
economy-2537	51	30	dealt	deal	VERB
economy-2537	51	31	with	with	ADP
economy-2537	51	32	(	(	PUNCT
economy-2537	51	33	dessale	dessale	NOUN
economy-2537	51	34	&	&	CCONJ
economy-2537	51	35	tegegne	tegegne	NOUN
economy-2537	51	36	,	,	PUNCT
economy-2537	51	37	2017	2017	NUM
economy-2537	51	38	)	)	PUNCT
economy-2537	51	39	.	.	PUNCT
economy-2537	52	1	therefore	therefore	ADV
economy-2537	52	2	,	,	PUNCT
economy-2537	52	3	analyzing	analyze	VERB
economy-2537	52	4	the	the	DET
economy-2537	52	5	technical	technical	ADJ
economy-2537	52	6	efficiency	efficiency	NOUN
economy-2537	52	7	of	of	ADP
economy-2537	52	8	farmers	farmer	NOUN
economy-2537	52	9	can	can	AUX
economy-2537	52	10	not	not	PART
economy-2537	52	11	be	be	AUX
economy-2537	52	12	overemphasized	overemphasize	VERB
economy-2537	52	13	.	.	PUNCT
economy-2537	53	1	the	the	DET
economy-2537	53	2	measurement	measurement	NOUN
economy-2537	53	3	of	of	ADP
economy-2537	53	4	technical	technical	ADJ
economy-2537	53	5	efficiency	efficiency	NOUN
economy-2537	53	6	in	in	ADP
economy-2537	53	7	agric	agric	ADJ
economy-2537	53	8	production	production	NOUN
economy-2537	53	9	is	be	AUX
economy-2537	53	10	a	a	DET
economy-2537	53	11	relevant	relevant	ADJ
economy-2537	53	12	interest	interest	NOUN
economy-2537	53	13	for	for	ADP
economy-2537	53	14	agricultural	agricultural	ADJ
economy-2537	53	15	development	development	NOUN
economy-2537	53	16	and	and	CCONJ
economy-2537	53	17	it	it	PRON
economy-2537	53	18	provides	provide	VERB
economy-2537	53	19	vital	vital	ADJ
economy-2537	53	20	information	information	NOUN
economy-2537	53	21	for	for	ADP
economy-2537	53	22	making	make	VERB
economy-2537	53	23	relevant	relevant	ADJ
economy-2537	53	24	decisions	decision	NOUN
economy-2537	53	25	in	in	ADP
economy-2537	53	26	the	the	DET
economy-2537	53	27	use	use	NOUN
economy-2537	53	28	of	of	ADP
economy-2537	53	29	scarce	scarce	ADJ
economy-2537	53	30	resources	resource	NOUN
economy-2537	53	31	and	and	CCONJ
economy-2537	53	32	for	for	ADP
economy-2537	53	33	formulating	formulate	VERB
economy-2537	53	34	agricultural	agricultural	ADJ
economy-2537	53	35	policies	policy	NOUN
economy-2537	53	36	.	.	PUNCT
economy-2537	54	1	though	though	SCONJ
economy-2537	54	2	there	there	PRON
economy-2537	54	3	have	have	AUX
economy-2537	54	4	been	be	AUX
economy-2537	54	5	numerous	numerous	ADJ
economy-2537	54	6	empirical	empirical	ADJ
economy-2537	54	7	studies	study	NOUN
economy-2537	54	8	undertaken	undertake	VERB
economy-2537	54	9	to	to	PART
economy-2537	54	10	measure	measure	VERB
economy-2537	54	11	the	the	DET
economy-2537	54	12	efficiency	efficiency	NOUN
economy-2537	54	13	of	of	ADP
economy-2537	54	14	agricultural	agricultural	ADJ
economy-2537	54	15	production	production	NOUN
economy-2537	54	16	in	in	ADP
economy-2537	54	17	ghana	ghana	PROPN
economy-2537	54	18	,	,	PUNCT
economy-2537	54	19	for	for	ADP
economy-2537	54	20	example	example	NOUN
economy-2537	54	21	(	(	PUNCT
economy-2537	54	22	bempomaa	bempomaa	NOUN
economy-2537	54	23	,	,	PUNCT
economy-2537	54	24	2014	2014	NUM
economy-2537	54	25	;	;	PUNCT
economy-2537	54	26	danso	danso	NOUN
economy-2537	54	27	-	-	PUNCT
economy-2537	54	28	abbeam	abbeam	NOUN
economy-2537	54	29	.	.	PUNCT
economy-2537	54	30	,	,	PUNCT
economy-2537	54	31	dahamani	dahamani	PROPN
economy-2537	54	32	,	,	PUNCT
economy-2537	54	33	&	&	CCONJ
economy-2537	54	34	bawa	bawa	PROPN
economy-2537	54	35	,	,	PUNCT
economy-2537	54	36	2015	2015	NUM
economy-2537	54	37	;	;	PUNCT
economy-2537	54	38	donkoh	donkoh	NOUN
economy-2537	54	39	,	,	PUNCT
economy-2537	54	40	2013	2013	NUM
economy-2537	54	41	;	;	PUNCT
economy-2537	54	42	konja	konja	PROPN
economy-2537	54	43	et	et	PROPN
economy-2537	54	44	al	al	PROPN
economy-2537	54	45	.	.	PROPN
economy-2537	54	46	,	,	PUNCT
economy-2537	54	47	2019	2019	NUM
economy-2537	54	48	;	;	PUNCT
economy-2537	54	49	sienso	sienso	PROPN
economy-2537	54	50	et	et	PROPN
economy-2537	54	51	al	al	PROPN
economy-2537	54	52	.	.	PROPN
economy-2537	54	53	,	,	PUNCT
economy-2537	54	54	2014	2014	NUM
economy-2537	54	55	;	;	PUNCT
economy-2537	54	56	tambo	tambo	NOUN
economy-2537	54	57	,	,	PUNCT
economy-2537	54	58	2010	2010	NUM
economy-2537	54	59	)	)	PUNCT
economy-2537	54	60	there	there	PRON
economy-2537	54	61	are	be	VERB
economy-2537	54	62	no	no	DET
economy-2537	54	63	similar	similar	ADJ
economy-2537	54	64	studies	study	NOUN
economy-2537	54	65	conducted	conduct	VERB
economy-2537	54	66	to	to	PART
economy-2537	54	67	measure	measure	VERB
economy-2537	54	68	technical	technical	ADJ
economy-2537	54	69	efficiency	efficiency	NOUN
economy-2537	54	70	in	in	ADP
economy-2537	54	71	sorghum	sorghum	NOUN
economy-2537	54	72	production	production	NOUN
economy-2537	54	73	in	in	ADP
economy-2537	54	74	the	the	DET
economy-2537	54	75	area	area	NOUN
economy-2537	54	76	of	of	ADP
economy-2537	54	77	study	study	NOUN
economy-2537	54	78	.	.	PUNCT
economy-2537	55	1	thus	thus	ADV
economy-2537	55	2	this	this	DET
economy-2537	55	3	study	study	NOUN
economy-2537	55	4	has	have	AUX
economy-2537	55	5	tried	try	VERB
economy-2537	55	6	to	to	PART
economy-2537	55	7	ascertain	ascertain	VERB
economy-2537	55	8	information	information	NOUN
economy-2537	55	9	for	for	ADP
economy-2537	55	10	policy	policy	NOUN
economy-2537	55	11	implementation	implementation	NOUN
economy-2537	55	12	by	by	ADP
economy-2537	55	13	identifying	identify	VERB
economy-2537	55	14	factors	factor	NOUN
economy-2537	55	15	that	that	PRON
economy-2537	55	16	are	be	AUX
economy-2537	55	17	associated	associate	VERB
economy-2537	55	18	with	with	ADP
economy-2537	55	19	technical	technical	ADJ
economy-2537	55	20	efficiency	efficiency	NOUN
economy-2537	55	21	in	in	ADP
economy-2537	55	22	sorghum	sorghum	NOUN
economy-2537	55	23	production	production	NOUN
economy-2537	55	24	in	in	ADP
economy-2537	55	25	the	the	DET
economy-2537	55	26	garu	garu	PROPN
economy-2537	55	27	district	district	NOUN
economy-2537	55	28	of	of	ADP
economy-2537	55	29	the	the	DET
economy-2537	55	30	upper	upper	PROPN
economy-2537	55	31	east	east	PROPN
economy-2537	55	32	region	region	NOUN
economy-2537	55	33	of	of	ADP
economy-2537	55	34	ghana	ghana	PROPN
economy-2537	55	35	.	.	PUNCT
economy-2537	56	1	2	2	X
economy-2537	56	2	.	.	X
economy-2537	56	3	methodology	methodology	NOUN
economy-2537	56	4	2.1	2.1	NUM
economy-2537	56	5	.	.	PUNCT
economy-2537	57	1	description	description	NOUN
economy-2537	57	2	of	of	ADP
economy-2537	57	3	the	the	DET
economy-2537	57	4	study	study	NOUN
economy-2537	57	5	area	area	NOUN
economy-2537	57	6	the	the	DET
economy-2537	57	7	analysis	analysis	NOUN
economy-2537	57	8	was	be	AUX
economy-2537	57	9	undertaken	undertake	VERB
economy-2537	57	10	in	in	ADP
economy-2537	57	11	the	the	DET
economy-2537	57	12	garu	garu	PROPN
economy-2537	57	13	district	district	NOUN
economy-2537	57	14	of	of	ADP
economy-2537	57	15	the	the	DET
economy-2537	57	16	upper	upper	PROPN
economy-2537	57	17	east	east	PROPN
economy-2537	57	18	region	region	NOUN
economy-2537	57	19	of	of	ADP
economy-2537	57	20	ghana	ghana	PROPN
economy-2537	57	21	.	.	PUNCT
economy-2537	58	1	the	the	DET
economy-2537	58	2	district	district	NOUN
economy-2537	58	3	is	be	AUX
economy-2537	58	4	located	locate	VERB
economy-2537	58	5	in	in	ADP
economy-2537	58	6	the	the	DET
economy-2537	58	7	south	south	ADJ
economy-2537	58	8	-	-	PUNCT
economy-2537	58	9	eastern	eastern	ADJ
economy-2537	58	10	portion	portion	NOUN
economy-2537	58	11	of	of	ADP
economy-2537	58	12	the	the	DET
economy-2537	58	13	upper	upper	PROPN
economy-2537	58	14	east	east	PROPN
economy-2537	58	15	region	region	NOUN
economy-2537	58	16	.	.	PUNCT
economy-2537	59	1	it	it	PRON
economy-2537	59	2	occupies	occupy	VERB
economy-2537	59	3	an	an	DET
economy-2537	59	4	area	area	NOUN
economy-2537	59	5	of	of	ADP
economy-2537	59	6	1060.91	1060.91	NUM
economy-2537	59	7	square	square	ADJ
economy-2537	59	8	kilometres	kilometre	NOUN
economy-2537	59	9	with	with	ADP
economy-2537	59	10	an	an	DET
economy-2537	59	11	estimated	estimate	VERB
economy-2537	59	12	population	population	NOUN
economy-2537	59	13	of	of	ADP
economy-2537	59	14	about	about	ADV
economy-2537	59	15	130,003	130,003	NUM
economy-2537	59	16	,	,	PUNCT
economy-2537	59	17	comprising	comprise	VERB
economy-2537	59	18	62,025	62,025	NUM
economy-2537	59	19	males	male	NOUN
economy-2537	59	20	and	and	CCONJ
economy-2537	59	21	67,978	67,978	NUM
economy-2537	59	22	females	female	NOUN
economy-2537	59	23	.	.	PUNCT
economy-2537	60	1	this	this	PRON
economy-2537	60	2	accounts	account	VERB
economy-2537	60	3	for	for	ADP
economy-2537	60	4	1.2	1.2	NUM
economy-2537	60	5	per	per	ADP
economy-2537	60	6	cent	cent	NOUN
economy-2537	60	7	of	of	ADP
economy-2537	60	8	the	the	DET
economy-2537	60	9	total	total	ADJ
economy-2537	60	10	population	population	NOUN
economy-2537	60	11	of	of	ADP
economy-2537	60	12	the	the	DET
economy-2537	60	13	region	region	NOUN
economy-2537	60	14	(	(	PUNCT
economy-2537	60	15	ghana	ghana	PROPN
economy-2537	60	16	statistcal	statistcal	PROPN
economy-2537	60	17	service	service	PROPN
economy-2537	60	18	(	(	PUNCT
economy-2537	60	19	gss	gss	PROPN
economy-2537	60	20	)	)	PUNCT
economy-2537	60	21	,	,	PUNCT
economy-2537	60	22	2014	2014	NUM
economy-2537	60	23	)	)	PUNCT
economy-2537	60	24	.	.	PUNCT
economy-2537	61	1	garu	garu	PROPN
economy-2537	61	2	district	district	NOUN
economy-2537	61	3	lies	lie	VERB
economy-2537	61	4	approximately	approximately	ADV
economy-2537	61	5	on	on	ADP
economy-2537	61	6	latitude	latitude	NOUN
economy-2537	61	7	11038l	11038l	NOUN
economy-2537	61	8	n	n	CCONJ
economy-2537	61	9	and110	and110	PROPN
economy-2537	61	10	n	n	PRON
economy-2537	61	11	and	and	CCONJ
economy-2537	61	12	longitude	longitude	ADJ
economy-2537	61	13	00	00	NUM
economy-2537	61	14	06l	06l	NOUN
economy-2537	61	15	e	e	NOUN
economy-2537	61	16	and	and	CCONJ
economy-2537	61	17	00	00	NUM
economy-2537	61	18	23l	23l	NOUN
economy-2537	61	19	e	e	X
economy-2537	61	20	(	(	PUNCT
economy-2537	61	21	gss	gss	PROPN
economy-2537	61	22	,	,	PUNCT
economy-2537	61	23	2014	2014	NUM
economy-2537	61	24	)	)	PUNCT
economy-2537	61	25	.	.	PUNCT
economy-2537	62	1	the	the	DET
economy-2537	62	2	majority	majority	NOUN
economy-2537	62	3	(	(	PUNCT
economy-2537	62	4	95.4	95.4	NUM
economy-2537	62	5	%	%	NOUN
economy-2537	62	6	)	)	PUNCT
economy-2537	62	7	of	of	ADP
economy-2537	62	8	families	family	NOUN
economy-2537	62	9	in	in	ADP
economy-2537	62	10	the	the	DET
economy-2537	62	11	district	district	NOUN
economy-2537	62	12	are	be	AUX
economy-2537	62	13	engaged	engage	VERB
economy-2537	62	14	in	in	ADP
economy-2537	62	15	farming	farming	NOUN
economy-2537	62	16	(	(	PUNCT
economy-2537	62	17	ghana	ghana	PROPN
economy-2537	62	18	statistcal	statistcal	PROPN
economy-2537	62	19	service	service	PROPN
economy-2537	62	20	(	(	PUNCT
economy-2537	62	21	gss	gss	PROPN
economy-2537	62	22	)	)	PUNCT
economy-2537	62	23	,	,	PUNCT
economy-2537	62	24	2014	2014	NUM
economy-2537	62	25	)	)	PUNCT
economy-2537	62	26	of	of	ADP
economy-2537	62	27	which	which	DET
economy-2537	62	28	majority	majority	NOUN
economy-2537	62	29	(	(	PUNCT
economy-2537	62	30	98.8	98.8	NUM
economy-2537	62	31	%	%	NOUN
economy-2537	62	32	)	)	PUNCT
economy-2537	62	33	of	of	ADP
economy-2537	62	34	these	these	DET
economy-2537	62	35	farmers	farmer	NOUN
economy-2537	62	36	are	be	AUX
economy-2537	62	37	engaged	engage	VERB
economy-2537	62	38	in	in	ADP
economy-2537	62	39	crop	crop	NOUN
economy-2537	62	40	cultivation	cultivation	NOUN
economy-2537	62	41	(	(	PUNCT
economy-2537	62	42	gss	gss	PROPN
economy-2537	62	43	,	,	PUNCT
economy-2537	62	44	2014	2014	NUM
economy-2537	62	45	)	)	PUNCT
economy-2537	62	46	.	.	PUNCT
economy-2537	63	1	the	the	DET
economy-2537	63	2	district	district	NOUN
economy-2537	63	3	shares	share	VERB
economy-2537	63	4	borders	border	NOUN
economy-2537	63	5	to	to	ADP
economy-2537	63	6	the	the	DET
economy-2537	63	7	north	north	NOUN
economy-2537	63	8	with	with	ADP
economy-2537	63	9	bawku	bawku	NOUN
economy-2537	63	10	municipal	municipal	ADJ
economy-2537	63	11	,	,	PUNCT
economy-2537	63	12	to	to	ADP
economy-2537	63	13	the	the	DET
economy-2537	63	14	south	south	NOUN
economy-2537	63	15	with	with	ADP
economy-2537	63	16	bunkpurugu	bunkpurugu	NOUN
economy-2537	63	17	-	-	PUNCT
economy-2537	63	18	yunyoo	yunyoo	PROPN
economy-2537	63	19	district	district	NOUN
economy-2537	63	20	;	;	PUNCT
economy-2537	63	21	to	to	ADP
economy-2537	63	22	the	the	DET
economy-2537	63	23	west	west	NOUN
economy-2537	63	24	with	with	ADP
economy-2537	63	25	bawku	bawku	NOUN
economy-2537	63	26	west	west	PROPN
economy-2537	63	27	district	district	PROPN
economy-2537	63	28	,	,	PUNCT
economy-2537	63	29	and	and	CCONJ
economy-2537	63	30	the	the	DET
economy-2537	63	31	east	east	NOUN
economy-2537	63	32	with	with	ADP
economy-2537	63	33	the	the	DET
economy-2537	63	34	republic	republic	NOUN
economy-2537	63	35	of	of	ADP
economy-2537	63	36	togo	togo	PROPN
economy-2537	63	37	.	.	PUNCT
economy-2537	64	1	the	the	DET
economy-2537	64	2	district	district	NOUN
economy-2537	64	3	is	be	AUX
economy-2537	64	4	part	part	NOUN
economy-2537	64	5	of	of	ADP
economy-2537	64	6	the	the	DET
economy-2537	64	7	nation	nation	NOUN
economy-2537	64	8	’s	’s	PART
economy-2537	64	9	internal	internal	PROPN
economy-2537	64	10	continental	continental	PROPN
economy-2537	64	11	climate	climate	NOUN
economy-2537	64	12	region	region	NOUN
economy-2537	64	13	marked	mark	VERB
economy-2537	64	14	by	by	ADP
economy-2537	64	15	pronounced	pronounce	VERB
economy-2537	64	16	dry	dry	ADJ
economy-2537	64	17	and	and	CCONJ
economy-2537	64	18	wet	wet	ADJ
economy-2537	64	19	seasons	season	NOUN
economy-2537	64	20	.	.	PUNCT
economy-2537	65	1	two	two	NUM
economy-2537	65	2	opposing	oppose	VERB
economy-2537	65	3	air	air	NOUN
economy-2537	65	4	masses	masse	NOUN
economy-2537	65	5	have	have	VERB
economy-2537	65	6	an	an	DET
economy-2537	65	7	impact	impact	NOUN
economy-2537	65	8	on	on	ADP
economy-2537	65	9	the	the	DET
economy-2537	65	10	two	two	NUM
economy-2537	65	11	seasons	season	NOUN
economy-2537	65	12	.	.	PUNCT
economy-2537	66	1	one	one	NUM
economy-2537	66	2	of	of	ADP
economy-2537	66	3	them	they	PRON
economy-2537	66	4	is	be	AUX
economy-2537	66	5	the	the	DET
economy-2537	66	6	cold	cold	ADJ
economy-2537	66	7	,	,	PUNCT
economy-2537	66	8	dusty	dusty	ADJ
economy-2537	66	9	and	and	CCONJ
economy-2537	66	10	dry	dry	ADJ
economy-2537	66	11	harmattan	harmattan	ADJ
economy-2537	66	12	air	air	NOUN
economy-2537	66	13	or	or	CCONJ
economy-2537	66	14	the	the	DET
economy-2537	66	15	north	north	PROPN
economy-2537	66	16	east	east	PROPN
economy-2537	66	17	trade	trade	PROPN
economy-2537	66	18	winds	wind	NOUN
economy-2537	66	19	that	that	PRON
economy-2537	66	20	often	often	ADV
economy-2537	66	21	blow	blow	VERB
economy-2537	66	22	in	in	ADP
economy-2537	66	23	the	the	DET
economy-2537	66	24	north	north	NOUN
economy-2537	66	25	-	-	PUNCT
economy-2537	66	26	eastern	eastern	ADJ
economy-2537	66	27	direction	direction	NOUN
economy-2537	66	28	from	from	ADP
economy-2537	66	29	late	late	ADJ
economy-2537	66	30	november	november	PROPN
economy-2537	66	31	to	to	ADP
economy-2537	66	32	early	early	ADJ
economy-2537	66	33	march	march	NOUN
economy-2537	66	34	.	.	PUNCT
economy-2537	67	1	throughout	throughout	ADP
economy-2537	67	2	that	that	DET
economy-2537	67	3	period	period	NOUN
economy-2537	67	4	,	,	PUNCT
economy-2537	67	5	rainfall	rainfall	NOUN
economy-2537	67	6	is	be	AUX
economy-2537	67	7	unlikely	unlikely	ADJ
economy-2537	67	8	because	because	SCONJ
economy-2537	67	9	the	the	DET
economy-2537	67	10	humidity	humidity	NOUN
economy-2537	67	11	is	be	AUX
economy-2537	67	12	quite	quite	ADV
economy-2537	67	13	economy	economy	NOUN
economy-2537	67	14	,	,	PUNCT
economy-2537	67	15	2021	2021	NUM
economy-2537	67	16	,	,	PUNCT
economy-2537	67	17	8(1	8(1	NOUN
economy-2537	67	18	):	):	PUNCT
economy-2537	67	19	1	1	NUM
economy-2537	67	20	-	-	SYM
economy-2537	67	21	9	9	NUM
economy-2537	67	22	3	3	NUM
economy-2537	67	23	©	©	PROPN
economy-2537	67	24	2021	2021	NUM
economy-2537	67	25	by	by	ADP
economy-2537	67	26	the	the	DET
economy-2537	67	27	authors	author	NOUN
economy-2537	67	28	;	;	PUNCT
economy-2537	67	29	licensee	licensee	PROPN
economy-2537	67	30	asian	asian	ADJ
economy-2537	67	31	online	online	PROPN
economy-2537	67	32	journal	journal	PROPN
economy-2537	67	33	publishing	publishing	NOUN
economy-2537	67	34	group	group	NOUN
economy-2537	67	35	weak	weak	ADJ
economy-2537	67	36	,	,	PUNCT
economy-2537	67	37	often	often	ADV
economy-2537	67	38	less	less	ADJ
economy-2537	67	39	than	than	ADP
economy-2537	67	40	10	10	NUM
economy-2537	67	41	mm	mm	NOUN
economy-2537	67	42	and	and	CCONJ
economy-2537	67	43	humidity	humidity	NOUN
economy-2537	67	44	levels	level	NOUN
economy-2537	67	45	rarely	rarely	ADV
economy-2537	67	46	exceed	exceed	VERB
economy-2537	67	47	20	20	NUM
economy-2537	67	48	%	%	NOUN
economy-2537	67	49	all	all	DET
economy-2537	67	50	day	day	NOUN
economy-2537	67	51	,	,	PUNCT
economy-2537	67	52	but	but	CCONJ
economy-2537	67	53	can	can	AUX
economy-2537	67	54	rise	rise	VERB
economy-2537	67	55	to	to	ADP
economy-2537	67	56	60	60	NUM
economy-2537	67	57	%	%	NOUN
economy-2537	67	58	during	during	ADP
economy-2537	67	59	the	the	DET
economy-2537	67	60	night	night	NOUN
economy-2537	67	61	and	and	CCONJ
economy-2537	67	62	early	early	ADJ
economy-2537	67	63	morning	morning	NOUN
economy-2537	67	64	(	(	PUNCT
economy-2537	67	65	ghana	ghana	PROPN
economy-2537	67	66	statistcal	statistcal	PROPN
economy-2537	67	67	service	service	PROPN
economy-2537	67	68	(	(	PUNCT
economy-2537	67	69	gss	gss	PROPN
economy-2537	67	70	)	)	PUNCT
economy-2537	67	71	,	,	PUNCT
economy-2537	67	72	2014	2014	NUM
economy-2537	67	73	)	)	PUNCT
economy-2537	67	74	.	.	PUNCT
economy-2537	68	1	temperature	temperature	NOUN
economy-2537	68	2	is	be	AUX
economy-2537	68	3	typically	typically	ADV
economy-2537	68	4	moderate	moderate	ADJ
economy-2537	68	5	under	under	ADP
economy-2537	68	6	tropical	tropical	ADJ
economy-2537	68	7	conditions	condition	NOUN
economy-2537	68	8	at	at	ADP
economy-2537	68	9	this	this	DET
economy-2537	68	10	time	time	NOUN
economy-2537	68	11	of	of	ADP
economy-2537	68	12	year	year	NOUN
economy-2537	68	13	(	(	PUNCT
economy-2537	68	14	260	260	NUM
economy-2537	68	15	-	-	SYM
economy-2537	68	16	2800	2800	NUM
economy-2537	68	17	c	c	NOUN
economy-2537	68	18	)	)	PUNCT
economy-2537	68	19	(	(	PUNCT
economy-2537	68	20	gss	gss	PROPN
economy-2537	68	21	,	,	PUNCT
economy-2537	68	22	2014	2014	NUM
economy-2537	68	23	)	)	PUNCT
economy-2537	68	24	.	.	PUNCT
economy-2537	69	1	temperatures	temperature	NOUN
economy-2537	69	2	could	could	AUX
economy-2537	69	3	reach	reach	VERB
economy-2537	69	4	as	as	ADV
economy-2537	69	5	high	high	ADJ
economy-2537	69	6	as	as	ADP
economy-2537	69	7	3800o	3800o	NUM
economy-2537	69	8	c	c	NOUN
economy-2537	69	9	between	between	ADP
economy-2537	69	10	march	march	PROPN
economy-2537	69	11	and	and	CCONJ
economy-2537	69	12	may	may	AUX
economy-2537	69	13	(	(	PUNCT
economy-2537	69	14	ghana	ghana	PROPN
economy-2537	69	15	statistcal	statistcal	PROPN
economy-2537	69	16	service	service	PROPN
economy-2537	69	17	(	(	PUNCT
economy-2537	69	18	gss	gss	PROPN
economy-2537	69	19	)	)	PUNCT
economy-2537	69	20	,	,	PUNCT
economy-2537	69	21	2014	2014	NUM
economy-2537	69	22	)	)	PUNCT
economy-2537	69	23	.	.	PUNCT
economy-2537	70	1	the	the	DET
economy-2537	70	2	maximum	maximum	ADJ
economy-2537	70	3	monthly	monthly	ADJ
economy-2537	70	4	mean	mean	NOUN
economy-2537	70	5	temperature	temperature	NOUN
economy-2537	70	6	is	be	AUX
economy-2537	70	7	4000o	4000o	NUM
economy-2537	70	8	c	c	NOUN
economy-2537	70	9	in	in	ADP
economy-2537	70	10	april	april	PROPN
economy-2537	70	11	,	,	PUNCT
economy-2537	70	12	while	while	SCONJ
economy-2537	70	13	the	the	DET
economy-2537	70	14	minimum	minimum	ADJ
economy-2537	70	15	temperature	temperature	NOUN
economy-2537	70	16	is	be	AUX
economy-2537	70	17	180o	180o	PROPN
economy-2537	70	18	c	c	NOUN
economy-2537	70	19	in	in	ADP
economy-2537	70	20	december	december	PROPN
economy-2537	70	21	/	/	SYM
economy-2537	70	22	january	january	PROPN
economy-2537	70	23	(	(	PUNCT
economy-2537	70	24	gss	gss	PROPN
economy-2537	70	25	,	,	PUNCT
economy-2537	70	26	2014	2014	NUM
economy-2537	70	27	)	)	PUNCT
economy-2537	70	28	.	.	PUNCT
economy-2537	71	1	2.2	2.2	NUM
economy-2537	71	2	.	.	PUNCT
economy-2537	71	3	sampling	sample	VERB
economy-2537	71	4	procedure	procedure	NOUN
economy-2537	71	5	and	and	CCONJ
economy-2537	71	6	data	datum	NOUN
economy-2537	71	7	collection	collection	NOUN
economy-2537	71	8	the	the	DET
economy-2537	71	9	data	datum	NOUN
economy-2537	71	10	was	be	AUX
economy-2537	71	11	collected	collect	VERB
economy-2537	71	12	from	from	ADP
economy-2537	71	13	smallholder	smallholder	NOUN
economy-2537	71	14	sorghum	sorghum	NOUN
economy-2537	71	15	farmers	farmer	NOUN
economy-2537	71	16	during	during	ADP
economy-2537	71	17	the	the	DET
economy-2537	71	18	cropping	cropping	NOUN
economy-2537	71	19	season	season	NOUN
economy-2537	71	20	2019/2020	2019/2020	NUM
economy-2537	71	21	with	with	ADP
economy-2537	71	22	a	a	DET
economy-2537	71	23	questionnaire	questionnaire	NOUN
economy-2537	71	24	as	as	ADP
economy-2537	71	25	a	a	DET
economy-2537	71	26	research	research	NOUN
economy-2537	71	27	instrument	instrument	NOUN
economy-2537	71	28	.	.	PUNCT
economy-2537	72	1	a	a	DET
economy-2537	72	2	two	two	NUM
economy-2537	72	3	-	-	PUNCT
economy-2537	72	4	stage	stage	NOUN
economy-2537	72	5	random	random	ADJ
economy-2537	72	6	sampling	sampling	NOUN
economy-2537	72	7	technique	technique	NOUN
economy-2537	72	8	was	be	AUX
economy-2537	72	9	used	use	VERB
economy-2537	72	10	.	.	PUNCT
economy-2537	73	1	in	in	ADP
economy-2537	73	2	the	the	DET
economy-2537	73	3	first	first	ADJ
economy-2537	73	4	stage	stage	NOUN
economy-2537	73	5	,	,	PUNCT
economy-2537	73	6	five	five	NUM
economy-2537	73	7	major	major	ADJ
economy-2537	73	8	sorghum	sorghum	NOUN
economy-2537	73	9	producing	produce	VERB
economy-2537	73	10	communities	community	NOUN
economy-2537	73	11	were	be	AUX
economy-2537	73	12	randomly	randomly	ADV
economy-2537	73	13	selected	select	VERB
economy-2537	73	14	for	for	ADP
economy-2537	73	15	the	the	DET
economy-2537	73	16	study	study	NOUN
economy-2537	73	17	.	.	PUNCT
economy-2537	74	1	with	with	ADP
economy-2537	74	2	the	the	DET
economy-2537	74	3	second	second	ADJ
economy-2537	74	4	stage	stage	NOUN
economy-2537	74	5	,	,	PUNCT
economy-2537	74	6	there	there	PRON
economy-2537	74	7	was	be	VERB
economy-2537	74	8	another	another	DET
economy-2537	74	9	random	random	ADJ
economy-2537	74	10	selection	selection	NOUN
economy-2537	74	11	of	of	ADP
economy-2537	74	12	20	20	NUM
economy-2537	74	13	sorghum	sorghum	NOUN
economy-2537	74	14	farmers	farmer	NOUN
economy-2537	74	15	from	from	ADP
economy-2537	74	16	each	each	DET
economy-2537	74	17	community	community	NOUN
economy-2537	74	18	were	be	AUX
economy-2537	74	19	selected	select	VERB
economy-2537	74	20	making	make	VERB
economy-2537	74	21	a	a	DET
economy-2537	74	22	total	total	ADJ
economy-2537	74	23	sample	sample	NOUN
economy-2537	74	24	size	size	NOUN
economy-2537	74	25	of	of	ADP
economy-2537	74	26	100	100	NUM
economy-2537	74	27	.	.	PUNCT
economy-2537	75	1	the	the	DET
economy-2537	75	2	sample	sample	NOUN
economy-2537	75	3	size	size	NOUN
economy-2537	75	4	for	for	ADP
economy-2537	75	5	the	the	DET
economy-2537	75	6	analysis	analysis	NOUN
economy-2537	75	7	was	be	AUX
economy-2537	75	8	calculated	calculate	VERB
economy-2537	75	9	based	base	VERB
economy-2537	75	10	on	on	ADP
economy-2537	75	11	equation	equation	NOUN
economy-2537	75	12	1	1	NUM
economy-2537	75	13	below	below	ADV
economy-2537	75	14	,	,	PUNCT
economy-2537	75	15	the	the	DET
economy-2537	75	16	following	follow	VERB
economy-2537	75	17	the	the	DET
economy-2537	75	18	formula	formula	NOUN
economy-2537	75	19	by	by	ADP
economy-2537	75	20	yamane	yamane	NOUN
economy-2537	75	21	(	(	PUNCT
economy-2537	75	22	1967	1967	NUM
economy-2537	75	23	)	)	PUNCT
economy-2537	75	24	.	.	PUNCT
economy-2537	76	1	𝑛	𝑛	NOUN
economy-2537	76	2	=	=	SYM
economy-2537	76	3	𝑁	𝑁	PROPN
economy-2537	76	4	1	1	NUM
economy-2537	76	5	+	+	CCONJ
economy-2537	76	6	𝑁(𝛼)2	𝑁(𝛼)2	PROPN
economy-2537	76	7	(	(	PUNCT
economy-2537	76	8	1	1	X
economy-2537	76	9	)	)	PUNCT
economy-2537	76	10	𝑛	𝑛	NOUN
economy-2537	76	11	=	=	SYM
economy-2537	76	12	130003	130003	NUM
economy-2537	76	13	1	1	NUM
economy-2537	76	14	+	+	CCONJ
economy-2537	76	15	130003(0.1)2	130003(0.1)2	NUM
economy-2537	76	16	=	=	SYM
economy-2537	76	17	100	100	NUM
economy-2537	76	18	where	where	SCONJ
economy-2537	76	19	:	:	PUNCT
economy-2537	76	20	n	n	PRON
economy-2537	76	21	is	be	AUX
economy-2537	76	22	the	the	DET
economy-2537	76	23	sample	sample	NOUN
economy-2537	76	24	size	size	NOUN
economy-2537	76	25	,	,	PUNCT
economy-2537	76	26	n	n	X
economy-2537	76	27	is	be	AUX
economy-2537	76	28	the	the	DET
economy-2537	76	29	total	total	ADJ
economy-2537	76	30	populace	populace	NOUN
economy-2537	76	31	and	and	CCONJ
economy-2537	76	32	α	α	NOUN
economy-2537	76	33	is	be	AUX
economy-2537	76	34	the	the	DET
economy-2537	76	35	preferred	preferred	ADJ
economy-2537	76	36	level	level	NOUN
economy-2537	76	37	of	of	ADP
economy-2537	76	38	accuracy	accuracy	NOUN
economy-2537	76	39	.	.	PUNCT
economy-2537	77	1	therefore	therefore	ADV
economy-2537	77	2	,	,	PUNCT
economy-2537	77	3	a	a	DET
economy-2537	77	4	total	total	NOUN
economy-2537	77	5	of	of	ADP
economy-2537	77	6	100	100	NUM
economy-2537	77	7	respondents	respondent	NOUN
economy-2537	77	8	were	be	AUX
economy-2537	77	9	selected	select	VERB
economy-2537	77	10	for	for	ADP
economy-2537	77	11	the	the	DET
economy-2537	77	12	interview	interview	NOUN
economy-2537	77	13	.	.	PUNCT
economy-2537	78	1	2.3	2.3	NUM
economy-2537	78	2	.	.	PUNCT
economy-2537	79	1	data	datum	NOUN
economy-2537	79	2	analysis	analysis	NOUN
economy-2537	79	3	the	the	DET
economy-2537	79	4	study	study	NOUN
economy-2537	79	5	employed	employ	VERB
economy-2537	79	6	the	the	DET
economy-2537	79	7	stochastic	stochastic	ADJ
economy-2537	79	8	production	production	NOUN
economy-2537	79	9	frontier	frontier	NOUN
economy-2537	79	10	and	and	CCONJ
economy-2537	79	11	kendall	kendall	PROPN
economy-2537	79	12	’s	’s	PART
economy-2537	79	13	coefficient	coefficient	NOUN
economy-2537	79	14	of	of	ADP
economy-2537	79	15	concordance	concordance	NOUN
economy-2537	79	16	.	.	PUNCT
economy-2537	80	1	the	the	DET
economy-2537	80	2	stochastic	stochastic	ADJ
economy-2537	80	3	frontier	frontier	NOUN
economy-2537	80	4	production	production	NOUN
economy-2537	80	5	function	function	NOUN
economy-2537	80	6	was	be	AUX
economy-2537	80	7	employed	employ	VERB
economy-2537	80	8	to	to	PART
economy-2537	80	9	estimate	estimate	VERB
economy-2537	80	10	the	the	DET
economy-2537	80	11	skill	skill	NOUN
economy-2537	80	12	of	of	ADP
economy-2537	80	13	sorghum	sorghum	NOUN
economy-2537	80	14	farmers	farmer	NOUN
economy-2537	80	15	to	to	PART
economy-2537	80	16	use	use	VERB
economy-2537	80	17	the	the	DET
economy-2537	80	18	least	least	ADJ
economy-2537	80	19	possible	possible	ADJ
economy-2537	80	20	quantity	quantity	NOUN
economy-2537	80	21	of	of	ADP
economy-2537	80	22	inputs	input	NOUN
economy-2537	80	23	under	under	ADP
economy-2537	80	24	a	a	DET
economy-2537	80	25	given	give	VERB
economy-2537	80	26	technology	technology	NOUN
economy-2537	80	27	to	to	PART
economy-2537	80	28	produce	produce	VERB
economy-2537	80	29	a	a	DET
economy-2537	80	30	greater	great	ADJ
economy-2537	80	31	level	level	NOUN
economy-2537	80	32	of	of	ADP
economy-2537	80	33	output	output	NOUN
economy-2537	80	34	.	.	PUNCT
economy-2537	81	1	kendall	kendall	PROPN
economy-2537	81	2	’s	’s	PART
economy-2537	81	3	coefficient	coefficient	NOUN
economy-2537	81	4	of	of	ADP
economy-2537	81	5	concordance	concordance	NOUN
economy-2537	81	6	was	be	AUX
economy-2537	81	7	used	use	VERB
economy-2537	81	8	to	to	PART
economy-2537	81	9	rank	rank	VERB
economy-2537	81	10	constraints	constraint	NOUN
economy-2537	81	11	face	face	NOUN
economy-2537	81	12	by	by	ADP
economy-2537	81	13	farmers	farmer	NOUN
economy-2537	81	14	in	in	ADP
economy-2537	81	15	sorghum	sorghum	NOUN
economy-2537	81	16	production	production	NOUN
economy-2537	81	17	.	.	PUNCT
economy-2537	82	1	2.3.1	2.3.1	NUM
economy-2537	82	2	.	.	PUNCT
economy-2537	82	3	estimation	estimation	NOUN
economy-2537	82	4	of	of	ADP
economy-2537	82	5	te	te	PROPN
economy-2537	82	6	of	of	ADP
economy-2537	82	7	sorghum	sorghum	NOUN
economy-2537	82	8	according	accord	VERB
economy-2537	82	9	to	to	ADP
economy-2537	82	10	aigner	aigner	NOUN
economy-2537	82	11	,	,	PUNCT
economy-2537	82	12	lovell	lovell	PROPN
economy-2537	82	13	,	,	PUNCT
economy-2537	82	14	and	and	CCONJ
economy-2537	82	15	schmidt	schmidt	PROPN
economy-2537	82	16	(	(	PUNCT
economy-2537	82	17	1977	1977	NUM
economy-2537	82	18	)	)	PUNCT
economy-2537	82	19	and	and	CCONJ
economy-2537	82	20	meeusen	meeusen	PROPN
economy-2537	82	21	and	and	CCONJ
economy-2537	82	22	van	van	PROPN
economy-2537	82	23	den	den	PROPN
economy-2537	82	24	broeck	broeck	NOUN
economy-2537	82	25	(	(	PUNCT
economy-2537	82	26	1977	1977	NUM
economy-2537	82	27	)	)	PUNCT
economy-2537	82	28	.	.	PUNCT
economy-2537	83	1	the	the	DET
economy-2537	83	2	stochastic	stochastic	ADJ
economy-2537	83	3	frontier	frontier	NOUN
economy-2537	83	4	production	production	NOUN
economy-2537	83	5	function	function	NOUN
economy-2537	83	6	is	be	AUX
economy-2537	83	7	expressed	express	VERB
economy-2537	83	8	in	in	ADP
economy-2537	83	9	equation	equation	NOUN
economy-2537	83	10	2	2	NUM
economy-2537	83	11	below	below	ADP
economy-2537	83	12	as	as	ADP
economy-2537	83	13	;	;	PUNCT
economy-2537	83	14	𝑌𝑖	𝑌𝑖	PROPN
economy-2537	83	15	=	=	PUNCT
economy-2537	83	16	𝑓(𝑥𝑖	𝑓(𝑥𝑖	PROPN
economy-2537	83	17	;	;	PUNCT
economy-2537	83	18	𝛽	𝛽	NOUN
economy-2537	83	19	)	)	PUNCT
economy-2537	84	1	+	+	CCONJ
economy-2537	84	2	휀𝑖	휀𝑖	ADJ
economy-2537	84	3	(	(	PUNCT
economy-2537	84	4	2	2	NUM
economy-2537	84	5	)	)	PUNCT
economy-2537	84	6	where	where	SCONJ
economy-2537	84	7	i	i	PRON
economy-2537	84	8	=	=	NOUN
economy-2537	84	9	1	1	NUM
economy-2537	84	10	,	,	PUNCT
economy-2537	84	11	2	2	NUM
economy-2537	84	12	,	,	PUNCT
economy-2537	84	13	3	3	NUM
economy-2537	84	14	,	,	PUNCT
economy-2537	84	15	4	4	NUM
economy-2537	84	16	…	…	PUNCT
economy-2537	84	17	..	..	PUNCT
economy-2537	84	18	n	n	PRON
economy-2537	84	19	휀𝑖	휀𝑖	NOUN
economy-2537	84	20	=	=	PUNCT
economy-2537	84	21	𝑉𝑖	𝑉𝑖	PROPN
economy-2537	84	22	−	−	PROPN
economy-2537	84	23	𝑈𝑖	𝑈𝑖	PROPN
economy-2537	84	24	(	(	PUNCT
economy-2537	84	25	3	3	NUM
economy-2537	84	26	)	)	PUNCT
economy-2537	84	27	where	where	SCONJ
economy-2537	84	28	yi	yi	PROPN
economy-2537	84	29	is	be	AUX
economy-2537	84	30	the	the	DET
economy-2537	84	31	output	output	NOUN
economy-2537	84	32	level	level	NOUN
economy-2537	84	33	of	of	ADP
economy-2537	84	34	the	the	DET
economy-2537	84	35	ith	ith	PROPN
economy-2537	84	36	farmer	farmer	NOUN
economy-2537	84	37	,	,	PUNCT
economy-2537	84	38	xi	xi	X
economy-2537	84	39	is	be	AUX
economy-2537	84	40	the	the	DET
economy-2537	84	41	vector	vector	NOUN
economy-2537	84	42	of	of	ADP
economy-2537	84	43	the	the	DET
economy-2537	84	44	input	input	NOUN
economy-2537	84	45	level	level	NOUN
economy-2537	84	46	used	use	VERB
economy-2537	84	47	by	by	ADP
economy-2537	84	48	the	the	DET
economy-2537	84	49	ith	ith	PROPN
economy-2537	84	50	farmer	farmer	NOUN
economy-2537	84	51	,	,	PUNCT
economy-2537	84	52	β	β	X
economy-2537	84	53	,	,	PUNCT
economy-2537	84	54	s	s	VERB
economy-2537	84	55	are	be	AUX
economy-2537	84	56	the	the	DET
economy-2537	84	57	unknown	unknown	ADJ
economy-2537	84	58	parameters	parameter	NOUN
economy-2537	84	59	to	to	PART
economy-2537	84	60	be	be	AUX
economy-2537	84	61	calculated	calculate	VERB
economy-2537	84	62	,	,	PUNCT
economy-2537	84	63	and	and	CCONJ
economy-2537	84	64	εi	εi	VERB
economy-2537	84	65	denotes	denote	NOUN
economy-2537	84	66	the	the	DET
economy-2537	84	67	stochastic	stochastic	ADJ
economy-2537	84	68	composite	composite	ADJ
economy-2537	84	69	error	error	NOUN
economy-2537	84	70	.	.	PUNCT
economy-2537	85	1	it	it	PRON
economy-2537	85	2	is	be	AUX
economy-2537	85	3	presumed	presume	VERB
economy-2537	85	4	that	that	SCONJ
economy-2537	85	5	the	the	DET
economy-2537	85	6	two	two	NUM
economy-2537	85	7	elements	element	NOUN
economy-2537	85	8	of	of	ADP
economy-2537	85	9	the	the	DET
economy-2537	85	10	error	error	NOUN
economy-2537	85	11	terms	term	NOUN
economy-2537	85	12	are	be	AUX
economy-2537	85	13	individually	individually	ADV
economy-2537	85	14	and	and	CCONJ
economy-2537	85	15	equally	equally	ADV
economy-2537	85	16	distributed	distribute	VERB
economy-2537	85	17	.	.	PUNCT
economy-2537	86	1	component	component	NOUN
economy-2537	86	2	vi	vi	PROPN
economy-2537	86	3	is	be	AUX
economy-2537	86	4	an	an	DET
economy-2537	86	5	asymmetrically	asymmetrically	ADV
economy-2537	86	6	distributed	distribute	VERB
economy-2537	86	7	error	error	NOUN
economy-2537	86	8	term	term	NOUN
economy-2537	86	9	that	that	PRON
economy-2537	86	10	captures	capture	VERB
economy-2537	86	11	production	production	NOUN
economy-2537	86	12	variance	variance	NOUN
economy-2537	86	13	due	due	ADP
economy-2537	86	14	to	to	ADP
economy-2537	86	15	factors	factor	NOUN
economy-2537	86	16	outside	outside	ADP
economy-2537	86	17	the	the	DET
economy-2537	86	18	domain	domain	NOUN
economy-2537	86	19	of	of	ADP
economy-2537	86	20	the	the	DET
economy-2537	86	21	farmer	farmer	NOUN
economy-2537	86	22	,	,	PUNCT
economy-2537	86	23	ui	ui	PROPN
economy-2537	86	24	is	be	AUX
economy-2537	86	25	a	a	DET
economy-2537	86	26	one	one	NUM
economy-2537	86	27	-	-	PUNCT
economy-2537	86	28	sided	side	VERB
economy-2537	86	29	error	error	NOUN
economy-2537	86	30	term	term	NOUN
economy-2537	86	31	that	that	PRON
economy-2537	86	32	captures	capture	VERB
economy-2537	86	33	the	the	DET
economy-2537	86	34	inefficiency	inefficiency	NOUN
economy-2537	86	35	of	of	ADP
economy-2537	86	36	the	the	DET
economy-2537	86	37	decision	decision	NOUN
economy-2537	86	38	-	-	PUNCT
economy-2537	86	39	making	make	VERB
economy-2537	86	40	unit	unit	NOUN
economy-2537	86	41	as	as	SCONJ
economy-2537	86	42	shown	show	VERB
economy-2537	86	43	in	in	ADP
economy-2537	86	44	equation	equation	NOUN
economy-2537	86	45	3	3	NUM
economy-2537	86	46	.	.	PUNCT
economy-2537	86	47	based	base	VERB
economy-2537	86	48	on	on	ADP
economy-2537	86	49	this	this	DET
economy-2537	86	50	technical	technical	ADJ
economy-2537	86	51	efficiency	efficiency	NOUN
economy-2537	86	52	was	be	AUX
economy-2537	86	53	specified	specify	VERB
economy-2537	86	54	as	as	ADP
economy-2537	86	55	;	;	PUNCT
economy-2537	86	56	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
economy-2537	87	1	=	=	SYM
economy-2537	87	2	𝑌𝑖	𝑌𝑖	X
economy-2537	87	3	𝑌∗	𝑌∗	NOUN
economy-2537	87	4	𝑖	𝑖	X
economy-2537	88	1	=	=	PUNCT
economy-2537	88	2	𝑓(𝑥𝑖	𝑓(𝑥𝑖	PROPN
economy-2537	88	3	;	;	PUNCT
economy-2537	88	4	𝛽	𝛽	NOUN
economy-2537	88	5	)	)	PUNCT
economy-2537	88	6	exp(𝑣𝑖	exp(𝑣𝑖	VERB
economy-2537	88	7	−	−	PROPN
economy-2537	88	8	𝑢𝑖	𝑢𝑖	NOUN
economy-2537	88	9	)	)	PUNCT
economy-2537	88	10	𝑓(𝑥𝑖	𝑓(𝑥𝑖	PROPN
economy-2537	88	11	;	;	PUNCT
economy-2537	88	12	𝛽	𝛽	NOUN
economy-2537	88	13	)	)	PUNCT
economy-2537	88	14	exp(𝑣𝑖	exp(𝑣𝑖	NOUN
economy-2537	88	15	)	)	PUNCT
economy-2537	89	1	=	=	SYM
economy-2537	89	2	exp(−𝑢𝑖	exp(−𝑢𝑖	ADJ
economy-2537	89	3	)	)	PUNCT
economy-2537	89	4	(	(	PUNCT
economy-2537	89	5	4	4	X
economy-2537	89	6	)	)	PUNCT
economy-2537	89	7	where	where	SCONJ
economy-2537	89	8	yi	yi	PROPN
economy-2537	89	9	is	be	AUX
economy-2537	89	10	the	the	DET
economy-2537	89	11	observed	observe	VERB
economy-2537	89	12	output	output	NOUN
economy-2537	89	13	of	of	ADP
economy-2537	89	14	the	the	DET
economy-2537	89	15	ith	ith	PROPN
economy-2537	89	16	farmer	farmer	NOUN
economy-2537	89	17	and	and	CCONJ
economy-2537	89	18	yi	yi	PROPN
economy-2537	89	19	*	*	PUNCT
economy-2537	89	20	is	be	AUX
economy-2537	89	21	the	the	DET
economy-2537	89	22	unobserved	unobserved	ADJ
economy-2537	89	23	output	output	NOUN
economy-2537	89	24	as	as	SCONJ
economy-2537	89	25	indicated	indicate	VERB
economy-2537	89	26	in	in	ADP
economy-2537	89	27	equation	equation	NOUN
economy-2537	89	28	4	4	NUM
economy-2537	89	29	.	.	PUNCT
economy-2537	90	1	technical	technical	ADJ
economy-2537	90	2	efficiency	efficiency	NOUN
economy-2537	90	3	takes	take	VERB
economy-2537	90	4	a	a	DET
economy-2537	90	5	value	value	NOUN
economy-2537	90	6	between	between	ADP
economy-2537	90	7	zero	zero	NUM
economy-2537	90	8	and	and	CCONJ
economy-2537	90	9	one	one	NUM
economy-2537	90	10	.	.	PUNCT
economy-2537	91	1	thus	thus	ADV
economy-2537	91	2	1,0	1,0	NUM
economy-2537	91	3			PART
economy-2537	91	4	te	te	X
economy-2537	91	5	.	.	PUNCT
economy-2537	92	1	if	if	SCONJ
economy-2537	92	2	ui	ui	PROPN
economy-2537	92	3	=	=	NOUN
economy-2537	92	4	0	0	NUM
economy-2537	92	5	,	,	PUNCT
economy-2537	92	6	then	then	ADV
economy-2537	92	7	the	the	DET
economy-2537	92	8	production	production	NOUN
economy-2537	92	9	firm	firm	NOUN
economy-2537	92	10	is	be	AUX
economy-2537	92	11	100	100	NUM
economy-2537	92	12	%	%	NOUN
economy-2537	92	13	efficient	efficient	ADJ
economy-2537	92	14	and	and	CCONJ
economy-2537	92	15	if	if	SCONJ
economy-2537	92	16	ui	ui	PROPN
economy-2537	92	17	>	>	X
economy-2537	92	18	0	0	NUM
economy-2537	92	19	,	,	PUNCT
economy-2537	92	20	then	then	ADV
economy-2537	92	21	there	there	PRON
economy-2537	92	22	is	be	VERB
economy-2537	92	23	some	some	DET
economy-2537	92	24	inefficiency	inefficiency	NOUN
economy-2537	92	25	.	.	PUNCT
economy-2537	93	1	to	to	PART
economy-2537	93	2	estimate	estimate	VERB
economy-2537	93	3	the	the	DET
economy-2537	93	4	determinants	determinant	NOUN
economy-2537	93	5	of	of	ADP
economy-2537	93	6	te	te	ADP
economy-2537	93	7	,	,	PUNCT
economy-2537	93	8	this	this	DET
economy-2537	93	9	study	study	NOUN
economy-2537	93	10	followed	follow	VERB
economy-2537	93	11	(	(	PUNCT
economy-2537	93	12	battese	battese	PROPN
economy-2537	93	13	&	&	CCONJ
economy-2537	93	14	coelli	coelli	PROPN
economy-2537	93	15	,	,	PUNCT
economy-2537	93	16	1995	1995	NUM
economy-2537	93	17	)	)	PUNCT
economy-2537	93	18	.	.	PUNCT
economy-2537	94	1	table-1	table-1	NUM
economy-2537	94	2	.	.	PUNCT
economy-2537	95	1	description	description	NOUN
economy-2537	95	2	of	of	ADP
economy-2537	95	3	variables	variable	NOUN
economy-2537	95	4	in	in	ADP
economy-2537	95	5	the	the	DET
economy-2537	95	6	stochastic	stochastic	ADJ
economy-2537	95	7	frontier	frontier	NOUN
economy-2537	95	8	translog	translog	NOUN
economy-2537	95	9	production	production	NOUN
economy-2537	95	10	model	model	NOUN
economy-2537	95	11	.	.	PUNCT
economy-2537	96	1	variable	variable	ADJ
economy-2537	96	2	description	description	NOUN
economy-2537	96	3	measurement	measurement	NOUN
economy-2537	96	4	expectation	expectation	NOUN
economy-2537	96	5	y	y	PROPN
economy-2537	96	6	quantity	quantity	NOUN
economy-2537	96	7	of	of	ADP
economy-2537	96	8	output	output	NOUN
economy-2537	96	9	kilogram	kilogram	PROPN
economy-2537	96	10	(	(	PUNCT
economy-2537	96	11	50kg	50kg	ADJ
economy-2537	96	12	/	/	SYM
economy-2537	96	13	bag	bag	NOUN
economy-2537	96	14	)	)	PUNCT
economy-2537	96	15	s	s	VERB
economy-2537	96	16	quantity	quantity	NOUN
economy-2537	96	17	of	of	ADP
economy-2537	96	18	seeds	seed	NOUN
economy-2537	96	19	kilogram	kilogram	PROPN
economy-2537	96	20	(	(	PUNCT
economy-2537	96	21	4kg	4kg	ADJ
economy-2537	96	22	/	/	SYM
economy-2537	96	23	acre	acre	NOUN
economy-2537	96	24	)	)	PUNCT
economy-2537	97	1	+	+	NUM
economy-2537	97	2	l	l	NOUN
economy-2537	97	3	quantity	quantity	NOUN
economy-2537	97	4	of	of	ADP
economy-2537	97	5	labour	labour	ADJ
economy-2537	97	6	man	man	NOUN
economy-2537	97	7	-	-	PUNCT
economy-2537	97	8	day	day	NOUN
economy-2537	97	9	+	+	CCONJ
economy-2537	97	10	w	w	NOUN
economy-2537	97	11	volume	volume	NOUN
economy-2537	97	12	of	of	ADP
economy-2537	97	13	weedicide	weedicide	ADJ
economy-2537	97	14	litres	litre	NOUN
economy-2537	97	15	+	+	CCONJ
economy-2537	97	16	f	f	NOUN
economy-2537	97	17	quantity	quantity	NOUN
economy-2537	97	18	of	of	ADP
economy-2537	97	19	fertilizer	fertilizer	NOUN
economy-2537	97	20	kilogram	kilogram	PROPN
economy-2537	97	21	(	(	PUNCT
economy-2537	97	22	50kg	50kg	ADJ
economy-2537	97	23	/	/	SYM
economy-2537	97	24	bag	bag	NOUN
economy-2537	97	25	)	)	PUNCT
economy-2537	98	1	+	+	CCONJ
economy-2537	98	2	fs	fs	ADP
economy-2537	98	3	farm	farm	NOUN
economy-2537	98	4	size	size	NOUN
economy-2537	98	5	acreage	acreage	NOUN
economy-2537	98	6	+	+	CCONJ
economy-2537	98	7	age	age	NOUN
economy-2537	98	8	age	age	NOUN
economy-2537	98	9	of	of	ADP
economy-2537	98	10	farmer	farmer	NOUN
economy-2537	98	11	number	number	NOUN
economy-2537	98	12	of	of	ADP
economy-2537	98	13	years	year	NOUN
economy-2537	98	14	+	+	CCONJ
economy-2537	98	15	sex	sex	NOUN
economy-2537	98	16	sex	sex	NOUN
economy-2537	98	17	of	of	ADP
economy-2537	98	18	farmer	farmer	NOUN
economy-2537	98	19	dummy	dummy	NOUN
economy-2537	98	20	(	(	PUNCT
economy-2537	98	21	0	0	NUM
economy-2537	98	22	=	=	NOUN
economy-2537	98	23	male	male	ADJ
economy-2537	98	24	1	1	NUM
economy-2537	98	25	=	=	NUM
economy-2537	98	26	female	female	ADJ
economy-2537	98	27	)	)	PUNCT
economy-2537	98	28	mstat	mstat	PROPN
economy-2537	98	29	marital	marital	ADJ
economy-2537	98	30	status	status	NOUN
economy-2537	98	31	farmer	farmer	NOUN
economy-2537	98	32	dummy	dummy	NOUN
economy-2537	98	33	(	(	PUNCT
economy-2537	98	34	1	1	NUM
economy-2537	98	35	=	=	NUM
economy-2537	98	36	married	married	ADJ
economy-2537	98	37	o	o	NOUN
economy-2537	98	38	=	=	PRON
economy-2537	98	39	otherwise	otherwise	ADV
economy-2537	98	40	)	)	PUNCT
economy-2537	98	41	edul	edul	NOUN
economy-2537	98	42	level	level	NOUN
economy-2537	98	43	of	of	ADP
economy-2537	98	44	education	education	NOUN
economy-2537	98	45	number	number	NOUN
economy-2537	98	46	of	of	ADP
economy-2537	98	47	years	year	NOUN
economy-2537	98	48	fa	fa	PROPN
economy-2537	98	49	farmer	farmer	PROPN
economy-2537	98	50	association	association	PROPN
economy-2537	98	51	dummy	dummy	NOUN
economy-2537	98	52	(	(	PUNCT
economy-2537	98	53	0	0	NUM
economy-2537	98	54	=	=	NOUN
economy-2537	98	55	yes	yes	INTJ
economy-2537	98	56	1	1	NUM
economy-2537	98	57	=	=	NOUN
economy-2537	98	58	no	no	NOUN
economy-2537	98	59	)	)	PUNCT
economy-2537	98	60	hhs	hhs	PROPN
economy-2537	98	61	household	household	NOUN
economy-2537	98	62	size	size	NOUN
economy-2537	98	63	number	number	NOUN
economy-2537	98	64	of	of	ADP
economy-2537	98	65	persons	person	NOUN
economy-2537	98	66	exp	exp	NOUN
economy-2537	98	67	farming	farming	NOUN
economy-2537	98	68	experience	experience	NOUN
economy-2537	98	69	number	number	NOUN
economy-2537	98	70	of	of	ADP
economy-2537	98	71	years	year	NOUN
economy-2537	98	72	vrty	vrty	PROPN
economy-2537	98	73	variety	variety	NOUN
economy-2537	98	74	of	of	ADP
economy-2537	98	75	sorghum	sorghum	NOUN
economy-2537	98	76	dummy	dummy	NOUN
economy-2537	98	77	(	(	PUNCT
economy-2537	98	78	0	0	PUNCT
economy-2537	98	79	=	=	NUM
economy-2537	98	80	improved	improve	VERB
economy-2537	98	81	1	1	NUM
economy-2537	98	82	=	=	NOUN
economy-2537	98	83	local	local	ADJ
economy-2537	98	84	)	)	PUNCT
economy-2537	98	85	accext	accext	NOUN
economy-2537	98	86	access	access	NOUN
economy-2537	98	87	to	to	ADP
economy-2537	98	88	extension	extension	NOUN
economy-2537	98	89	dummy	dummy	NOUN
economy-2537	98	90	(	(	PUNCT
economy-2537	98	91	0	0	NUM
economy-2537	98	92	=	=	NOUN
economy-2537	98	93	yes	yes	INTJ
economy-2537	98	94	1	1	NUM
economy-2537	98	95	=	=	NOUN
economy-2537	98	96	no	no	NOUN
economy-2537	98	97	)	)	PUNCT
economy-2537	98	98	acccrdt	acccrdt	ADJ
economy-2537	98	99	access	access	NOUN
economy-2537	98	100	to	to	ADP
economy-2537	98	101	credit	credit	NOUN
economy-2537	98	102	dummy	dummy	NOUN
economy-2537	98	103	(	(	PUNCT
economy-2537	98	104	0	0	NUM
economy-2537	98	105	=	=	NOUN
economy-2537	98	106	yes	yes	INTJ
economy-2537	98	107	1	1	NUM
economy-2537	98	108	=	=	NOUN
economy-2537	98	109	no	no	NOUN
economy-2537	98	110	)	)	PUNCT
economy-2537	98	111	accmrkt	accmrkt	ADJ
economy-2537	98	112	access	access	NOUN
economy-2537	98	113	to	to	ADP
economy-2537	98	114	market	market	NOUN
economy-2537	98	115	dummy	dummy	NOUN
economy-2537	98	116	(	(	PUNCT
economy-2537	98	117	0	0	NUM
economy-2537	98	118	=	=	NOUN
economy-2537	98	119	yes	yes	INTJ
economy-2537	98	120	1	1	NUM
economy-2537	98	121	=	=	NOUN
economy-2537	98	122	no	no	NOUN
economy-2537	98	123	)	)	PUNCT
economy-2537	98	124	dist	dist	NOUN
economy-2537	98	125	distance	distance	NOUN
economy-2537	98	126	from	from	ADP
economy-2537	98	127	market	market	NOUN
economy-2537	98	128	kilometres	kilometre	NOUN
economy-2537	98	129	source	source	NOUN
economy-2537	98	130	:	:	PUNCT
economy-2537	98	131	field	field	NOUN
economy-2537	98	132	survey	survey	NOUN
economy-2537	98	133	,	,	PUNCT
economy-2537	98	134	2020	2020	NUM
economy-2537	98	135	.	.	PUNCT
economy-2537	99	1	the	the	DET
economy-2537	99	2	empirical	empirical	ADJ
economy-2537	99	3	stochastic	stochastic	ADJ
economy-2537	99	4	translog	translog	NOUN
economy-2537	99	5	production	production	NOUN
economy-2537	99	6	function	function	NOUN
economy-2537	99	7	for	for	ADP
economy-2537	99	8	finding	find	VERB
economy-2537	99	9	factors	factor	NOUN
economy-2537	99	10	affecting	affect	VERB
economy-2537	99	11	the	the	DET
economy-2537	99	12	output	output	NOUN
economy-2537	99	13	levels	level	NOUN
economy-2537	99	14	of	of	ADP
economy-2537	99	15	ith	ith	PROPN
economy-2537	99	16	sorghum	sorghum	NOUN
economy-2537	99	17	farm	farm	NOUN
economy-2537	99	18	is	be	AUX
economy-2537	99	19	specified	specify	VERB
economy-2537	99	20	in	in	ADP
economy-2537	99	21	equation	equation	NOUN
economy-2537	99	22	5	5	NUM
economy-2537	99	23	below	below	ADV
economy-2537	99	24	;	;	PUNCT
economy-2537	99	25	economy	economy	NOUN
economy-2537	99	26	,	,	PUNCT
economy-2537	99	27	2021	2021	NUM
economy-2537	99	28	,	,	PUNCT
economy-2537	99	29	8(1	8(1	NOUN
economy-2537	99	30	):	):	PUNCT
economy-2537	99	31	1	1	NUM
economy-2537	99	32	-	-	SYM
economy-2537	99	33	9	9	NUM
economy-2537	99	34	4	4	NUM
economy-2537	99	35	©	©	PROPN
economy-2537	99	36	2021	2021	NUM
economy-2537	99	37	by	by	ADP
economy-2537	99	38	the	the	DET
economy-2537	99	39	authors	author	NOUN
economy-2537	99	40	;	;	PUNCT
economy-2537	99	41	licensee	licensee	PROPN
economy-2537	99	42	asian	asian	ADJ
economy-2537	99	43	online	online	PROPN
economy-2537	99	44	journal	journal	PROPN
economy-2537	99	45	publishing	publishing	NOUN
economy-2537	99	46	group	group	NOUN
economy-2537	99	47	𝑙𝑛𝑌𝑖	𝑙𝑛𝑌𝑖	NOUN
economy-2537	99	48	=	=	SYM
economy-2537	99	49	𝛽0	𝛽0	PROPN
economy-2537	99	50	+	+	CCONJ
economy-2537	99	51	𝛽1𝑙𝑛𝑆𝑖	𝛽1𝑙𝑛𝑆𝑖	PROPN
economy-2537	99	52	+	+	NUM
economy-2537	99	53	𝛽2𝑙𝑛𝐿𝑖	𝛽2𝑙𝑛𝐿𝑖	NOUN
economy-2537	99	54	+	+	CCONJ
economy-2537	99	55	𝛽3𝑙𝑛𝑊𝑖	𝛽3𝑙𝑛𝑊𝑖	VERB
economy-2537	99	56	+	+	CCONJ
economy-2537	99	57	𝛽4𝑙𝑛𝐹𝑖	𝛽4𝑙𝑛𝐹𝑖	ADJ
economy-2537	99	58	+	+	CCONJ
economy-2537	99	59	𝛽5𝑙𝑛𝐹𝑠𝑖	𝛽5𝑙𝑛𝐹𝑠𝑖	ADJ
economy-2537	99	60	+	+	CCONJ
economy-2537	99	61	1	1	NUM
economy-2537	99	62	2	2	NUM
economy-2537	99	63	𝛽11𝑙𝑛𝑆𝑖	𝛽11𝑙𝑛𝑆𝑖	NOUN
economy-2537	99	64	2	2	NUM
economy-2537	99	65	+	+	CCONJ
economy-2537	99	66	1	1	NUM
economy-2537	99	67	2	2	NUM
economy-2537	99	68	𝛽22𝑙𝑛𝐿𝑖	𝛽22𝑙𝑛𝐿𝑖	NOUN
economy-2537	99	69	2	2	NUM
economy-2537	99	70	+	+	CCONJ
economy-2537	99	71	1	1	NUM
economy-2537	99	72	2	2	NUM
economy-2537	99	73	𝛽33𝑙𝑛𝑊𝑖	𝛽33𝑙𝑛𝑊𝑖	VERB
economy-2537	99	74	2	2	NUM
economy-2537	99	75	+	+	CCONJ
economy-2537	99	76	1	1	NUM
economy-2537	99	77	2	2	NUM
economy-2537	99	78	𝛽44𝑙𝑛𝐹𝑖	𝛽44𝑙𝑛𝐹𝑖	NOUN
economy-2537	99	79	2	2	NUM
economy-2537	99	80	+	+	CCONJ
economy-2537	99	81	1	1	NUM
economy-2537	99	82	2	2	NUM
economy-2537	99	83	𝛽55𝑙𝑛𝐹𝑠𝑖	𝛽55𝑙𝑛𝐹𝑠𝑖	SYM
economy-2537	99	84	2	2	NUM
economy-2537	99	85	+	+	NUM
economy-2537	99	86	𝛽12𝑙𝑛𝑆𝑖𝑙𝑛𝐿𝑖	𝛽12𝑙𝑛𝑆𝑖𝑙𝑛𝐿𝑖	X
economy-2537	99	87	+	+	CCONJ
economy-2537	99	88	𝛽13𝑙𝑛𝑆𝑖𝑙𝑛𝑊𝑖	𝛽13𝑙𝑛𝑆𝑖𝑙𝑛𝑊𝑖	VERB
economy-2537	99	89	+	+	CCONJ
economy-2537	99	90	𝛽14𝑙𝑛𝑆𝑖𝑙𝑛𝐹𝑖	𝛽14𝑙𝑛𝑆𝑖𝑙𝑛𝐹𝑖	NOUN
economy-2537	99	91	+	+	CCONJ
economy-2537	99	92	𝛽15𝑙𝑛𝑆𝑖𝑙𝑛𝐹𝑠𝑖	𝛽15𝑙𝑛𝑆𝑖𝑙𝑛𝐹𝑠𝑖	NUM
economy-2537	99	93	+	+	CCONJ
economy-2537	99	94	𝛽23𝑙𝑛𝐿𝑖𝑙𝑛𝑊𝑖	𝛽23𝑙𝑛𝐿𝑖𝑙𝑛𝑊𝑖	PROPN
economy-2537	99	95	+	+	SYM
economy-2537	99	96	𝛽24𝑙𝑛𝐿𝑖𝑙𝑛𝐹𝑖	𝛽24𝑙𝑛𝐿𝑖𝑙𝑛𝐹𝑖	NOUN
economy-2537	99	97	+	+	CCONJ
economy-2537	99	98	𝛽25𝑙𝑛𝐿𝑖𝑙𝑛𝐹𝑠𝑖	𝛽25𝑙𝑛𝐿𝑖𝑙𝑛𝐹𝑠𝑖	NUM
economy-2537	99	99	+	+	CCONJ
economy-2537	99	100	𝛽34𝑙𝑛𝑊𝑖𝑙𝑛𝐹𝑖	𝛽34𝑙𝑛𝑊𝑖𝑙𝑛𝐹𝑖	NOUN
economy-2537	99	101	+	+	CCONJ
economy-2537	99	102	𝛽35𝑙𝑛𝑊𝑖𝑙𝑛𝐹𝑠𝑖	𝛽35𝑙𝑛𝑊𝑖𝑙𝑛𝐹𝑠𝑖	ADJ
economy-2537	99	103	+	+	PUNCT
economy-2537	99	104	𝛽45𝑙𝑛𝐹𝑖𝑙𝑛𝐹𝑠𝑖	𝛽45𝑙𝑛𝐹𝑖𝑙𝑛𝐹𝑠𝑖	VERB
economy-2537	99	105	(	(	PUNCT
economy-2537	99	106	5	5	NUM
economy-2537	99	107	)	)	PUNCT
economy-2537	99	108	the	the	DET
economy-2537	99	109	model	model	NOUN
economy-2537	99	110	assessing	assess	VERB
economy-2537	99	111	the	the	DET
economy-2537	99	112	determinants	determinant	NOUN
economy-2537	99	113	of	of	ADP
economy-2537	99	114	technical	technical	ADJ
economy-2537	99	115	inefficiency	inefficiency	NOUN
economy-2537	99	116	is	be	AUX
economy-2537	99	117	also	also	ADV
economy-2537	99	118	specified	specify	VERB
economy-2537	99	119	in	in	ADP
economy-2537	99	120	equation	equation	NOUN
economy-2537	99	121	6	6	NUM
economy-2537	99	122	below	below	ADP
economy-2537	99	123	as	as	ADP
economy-2537	99	124	;	;	PUNCT
economy-2537	100	1	𝑈𝑖	𝑈𝑖	PROPN
economy-2537	100	2	=	=	PUNCT
economy-2537	100	3	𝛿0	𝛿0	NOUN
economy-2537	100	4	+	+	CCONJ
economy-2537	100	5	𝛿1𝐴𝑔𝑒𝑖	𝛿1𝐴𝑔𝑒𝑖	NUM
economy-2537	100	6	+	+	NUM
economy-2537	100	7	𝛿2𝑆𝑒𝑥𝑖	𝛿2𝑆𝑒𝑥𝑖	NOUN
economy-2537	100	8	+	+	CCONJ
economy-2537	100	9	𝛿3𝑀𝑠𝑡𝑎𝑡𝑖	𝛿3𝑀𝑠𝑡𝑎𝑡𝑖	PROPN
economy-2537	100	10	+	+	CCONJ
economy-2537	100	11	𝛿4𝐸𝑑𝑢𝑌𝑟𝑠𝑖	𝛿4𝐸𝑑𝑢𝑌𝑟𝑠𝑖	PROPN
economy-2537	101	1	+	+	CCONJ
economy-2537	101	2	𝛿5𝐹𝐴𝑖	𝛿5𝐹𝐴𝑖	ADP
economy-2537	101	3	+	+	CCONJ
economy-2537	101	4	𝛿6𝐻ℎ𝑠𝑖	𝛿6𝐻ℎ𝑠𝑖	NOUN
economy-2537	101	5	+	+	CCONJ
economy-2537	101	6	𝛿7𝐸𝑥𝑝𝑖	𝛿7𝐸𝑥𝑝𝑖	NUM
economy-2537	101	7	+	+	ADJ
economy-2537	101	8	𝛿8𝑉𝑟𝑡𝑦𝑖	𝛿8𝑉𝑟𝑡𝑦𝑖	PROPN
economy-2537	101	9	+	+	CCONJ
economy-2537	101	10	𝛿9𝐴𝑐𝑐𝐸𝑥𝑡𝑖	𝛿9𝐴𝑐𝑐𝐸𝑥𝑡𝑖	PUNCT
economy-2537	101	11	+	+	CCONJ
economy-2537	101	12	𝛿10𝐴𝑐𝑐𝐶𝑟𝑑𝑡𝑖	𝛿10𝐴𝑐𝑐𝐶𝑟𝑑𝑡𝑖	PROPN
economy-2537	102	1	+	+	CCONJ
economy-2537	102	2	𝛿11𝐴𝑐𝑐𝑀𝑟𝑘𝑡𝑖	𝛿11𝐴𝑐𝑐𝑀𝑟𝑘𝑡𝑖	X
economy-2537	102	3	+	+	CCONJ
economy-2537	102	4	𝛿12𝐷𝑖𝑠𝑡𝑖	𝛿12𝐷𝑖𝑠𝑡𝑖	CCONJ
economy-2537	102	5	(	(	PUNCT
economy-2537	102	6	6	6	NUM
economy-2537	102	7	)	)	PUNCT
economy-2537	102	8	the	the	DET
economy-2537	102	9	table	table	NOUN
economy-2537	102	10	1	1	NUM
economy-2537	102	11	shows	show	VERB
economy-2537	102	12	the	the	DET
economy-2537	102	13	explanatory	explanatory	ADJ
economy-2537	102	14	variables	variable	NOUN
economy-2537	102	15	with	with	ADP
economy-2537	102	16	their	their	PRON
economy-2537	102	17	hypothesize	hypothesize	NOUN
economy-2537	102	18	effects	effect	NOUN
economy-2537	102	19	in	in	ADP
economy-2537	102	20	the	the	DET
economy-2537	102	21	stochastic	stochastic	ADJ
economy-2537	102	22	frontier	frontier	NOUN
economy-2537	102	23	translog	translog	NOUN
economy-2537	102	24	production	production	NOUN
economy-2537	102	25	model	model	NOUN
economy-2537	102	26	.	.	PUNCT
economy-2537	103	1	2.3.2	2.3.2	NUM
economy-2537	103	2	.	.	PUNCT
economy-2537	104	1	kendall	kendall	PROPN
economy-2537	104	2	’s	’s	PART
economy-2537	104	3	coefficient	coefficient	NOUN
economy-2537	104	4	of	of	ADP
economy-2537	104	5	concordance	concordance	NOUN
economy-2537	104	6	to	to	PART
economy-2537	104	7	rank	rank	VERB
economy-2537	104	8	the	the	DET
economy-2537	104	9	limitations	limitation	NOUN
economy-2537	104	10	faced	face	VERB
economy-2537	104	11	by	by	ADP
economy-2537	104	12	sorghum	sorghum	NOUN
economy-2537	104	13	farmers	farmer	NOUN
economy-2537	104	14	in	in	ADP
economy-2537	104	15	the	the	DET
economy-2537	104	16	district	district	NOUN
economy-2537	104	17	,	,	PUNCT
economy-2537	104	18	kendall	kendall	PROPN
economy-2537	104	19	's	's	PART
economy-2537	104	20	coefficient	coefficient	NOUN
economy-2537	104	21	of	of	ADP
economy-2537	104	22	concordance	concordance	NOUN
economy-2537	104	23	was	be	AUX
economy-2537	104	24	used	use	VERB
economy-2537	104	25	(	(	PUNCT
economy-2537	104	26	kendall	kendall	PROPN
economy-2537	104	27	&	&	CCONJ
economy-2537	104	28	smith	smith	PROPN
economy-2537	104	29	,	,	PUNCT
economy-2537	104	30	1939	1939	NUM
economy-2537	104	31	)	)	PUNCT
economy-2537	104	32	.	.	PUNCT
economy-2537	105	1	this	this	DET
economy-2537	105	2	measure	measure	NOUN
economy-2537	105	3	known	know	VERB
economy-2537	105	4	as	as	ADP
economy-2537	105	5	kendall	kendall	PROPN
economy-2537	105	6	's	's	PART
economy-2537	105	7	coefficient	coefficient	NOUN
economy-2537	105	8	of	of	ADP
economy-2537	105	9	concordance	concordance	NOUN
economy-2537	105	10	is	be	AUX
economy-2537	105	11	a	a	DET
economy-2537	105	12	non	non	ADJ
economy-2537	105	13	-	-	ADJ
economy-2537	105	14	parametric	parametric	ADJ
economy-2537	105	15	statistical	statistical	ADJ
economy-2537	105	16	measure	measure	NOUN
economy-2537	105	17	.	.	PUNCT
economy-2537	106	1	the	the	DET
economy-2537	106	2	measure	measure	NOUN
economy-2537	106	3	of	of	ADP
economy-2537	106	4	agreement	agreement	NOUN
economy-2537	106	5	between	between	ADP
economy-2537	106	6	respondents	respondent	NOUN
economy-2537	106	7	is	be	AUX
economy-2537	106	8	used	use	VERB
economy-2537	106	9	to	to	PART
economy-2537	106	10	define	define	VERB
economy-2537	106	11	a	a	DET
economy-2537	106	12	set	set	NOUN
economy-2537	106	13	of	of	ADP
economy-2537	106	14	limitations	limitation	NOUN
economy-2537	106	15	,	,	PUNCT
economy-2537	106	16	from	from	ADP
economy-2537	106	17	the	the	DET
economy-2537	106	18	most	most	ADV
economy-2537	106	19	important	important	ADJ
economy-2537	106	20	to	to	ADP
economy-2537	106	21	the	the	DET
economy-2537	106	22	least	least	ADJ
economy-2537	106	23	.	.	PUNCT
economy-2537	107	1	the	the	DET
economy-2537	107	2	major	major	ADJ
economy-2537	107	3	limitations	limitation	NOUN
economy-2537	107	4	on	on	ADP
economy-2537	107	5	the	the	DET
economy-2537	107	6	development	development	NOUN
economy-2537	107	7	of	of	ADP
economy-2537	107	8	sorghum	sorghum	NOUN
economy-2537	107	9	were	be	AUX
economy-2537	107	10	established	establish	VERB
economy-2537	107	11	and	and	CCONJ
economy-2537	107	12	the	the	DET
economy-2537	107	13	magnitude	magnitude	NOUN
economy-2537	107	14	was	be	AUX
economy-2537	107	15	assessed	assess	VERB
economy-2537	107	16	at	at	ADP
economy-2537	107	17	a	a	DET
economy-2537	107	18	level	level	NOUN
economy-2537	107	19	of	of	ADP
economy-2537	107	20	1	1	NUM
economy-2537	107	21	-	-	SYM
economy-2537	107	22	8	8	NUM
economy-2537	107	23	.	.	PUNCT
economy-2537	108	1	the	the	DET
economy-2537	108	2	rankings	ranking	NOUN
economy-2537	108	3	were	be	AUX
economy-2537	108	4	then	then	ADV
economy-2537	108	5	subjected	subject	VERB
economy-2537	108	6	to	to	ADP
economy-2537	108	7	kendall	kendall	PROPN
economy-2537	108	8	's	's	PART
economy-2537	108	9	coefficient	coefficient	NOUN
economy-2537	108	10	of	of	ADP
economy-2537	108	11	concordance	concordance	NOUN
economy-2537	108	12	to	to	PART
economy-2537	108	13	know	know	VERB
economy-2537	108	14	the	the	DET
economy-2537	108	15	degree	degree	NOUN
economy-2537	108	16	to	to	PART
economy-2537	108	17	which	which	PRON
economy-2537	108	18	various	various	ADJ
economy-2537	108	19	sorghum	sorghum	NOUN
economy-2537	108	20	farmers	farmer	NOUN
economy-2537	108	21	agreed	agree	VERB
economy-2537	108	22	to	to	ADP
economy-2537	108	23	the	the	DET
economy-2537	108	24	rankings	ranking	NOUN
economy-2537	108	25	.	.	PUNCT
economy-2537	109	1	the	the	DET
economy-2537	109	2	minimum	minimum	ADJ
economy-2537	109	3	score	score	NOUN
economy-2537	109	4	constraint	constraint	NOUN
economy-2537	109	5	is	be	AUX
economy-2537	109	6	interpreted	interpret	VERB
economy-2537	109	7	as	as	ADP
economy-2537	109	8	the	the	DET
economy-2537	109	9	most	most	ADV
economy-2537	109	10	pressing	pressing	ADJ
economy-2537	109	11	constraint	constraint	NOUN
economy-2537	109	12	after	after	ADP
economy-2537	109	13	determining	determine	VERB
economy-2537	109	14	the	the	DET
economy-2537	109	15	total	total	ADJ
economy-2537	109	16	rank	rank	NOUN
economy-2537	109	17	score	score	NOUN
economy-2537	109	18	for	for	ADP
economy-2537	109	19	each	each	DET
economy-2537	109	20	constraint	constraint	NOUN
economy-2537	109	21	,	,	PUNCT
economy-2537	109	22	while	while	SCONJ
economy-2537	109	23	the	the	DET
economy-2537	109	24	maximum	maximum	ADJ
economy-2537	109	25	score	score	NOUN
economy-2537	109	26	constraint	constraint	NOUN
economy-2537	109	27	is	be	AUX
economy-2537	109	28	defined	define	VERB
economy-2537	109	29	as	as	ADP
economy-2537	109	30	the	the	DET
economy-2537	109	31	lowest	low	ADJ
economy-2537	109	32	.	.	PUNCT
economy-2537	110	1	the	the	DET
economy-2537	110	2	equation	equation	NOUN
economy-2537	110	3	7	7	NUM
economy-2537	110	4	shows	show	VERB
economy-2537	110	5	the	the	DET
economy-2537	110	6	mathematical	mathematical	ADJ
economy-2537	110	7	expression	expression	NOUN
economy-2537	110	8	of	of	ADP
economy-2537	110	9	kendall	kendall	PROPN
economy-2537	110	10	’s	’s	PART
economy-2537	110	11	coefficient	coefficient	NOUN
economy-2537	110	12	of	of	ADP
economy-2537	110	13	concordance	concordance	NOUN
economy-2537	110	14	:	:	PUNCT
economy-2537	110	15	𝑊	𝑊	PROPN
economy-2537	110	16	=	=	SYM
economy-2537	110	17	12[∑	12[∑	NUM
economy-2537	110	18	𝑇2	𝑇2	NOUN
economy-2537	110	19	−	−	PROPN
economy-2537	110	20	(	(	PUNCT
economy-2537	110	21	∑	∑	PROPN
economy-2537	110	22	𝑇	𝑇	PROPN
economy-2537	110	23	)	)	PUNCT
economy-2537	110	24	2	2	NUM
economy-2537	110	25	𝑛	𝑛	PROPN
economy-2537	110	26	𝑛𝑚2(𝑛2	𝑛𝑚2(𝑛2	PUNCT
economy-2537	110	27	−	−	PROPN
economy-2537	110	28	1	1	NUM
economy-2537	110	29	)	)	PUNCT
economy-2537	110	30	(	(	PUNCT
economy-2537	110	31	7	7	X
economy-2537	110	32	)	)	PUNCT
economy-2537	110	33	where	where	SCONJ
economy-2537	110	34	w	w	NOUN
economy-2537	110	35	denotes	denote	VERB
economy-2537	110	36	the	the	DET
economy-2537	110	37	coefficient	coefficient	NOUN
economy-2537	110	38	of	of	ADP
economy-2537	110	39	concordance	concordance	NOUN
economy-2537	110	40	;	;	PUNCT
economy-2537	110	41	t	t	PROPN
economy-2537	110	42	represents	represent	VERB
economy-2537	110	43	the	the	DET
economy-2537	110	44	sum	sum	NOUN
economy-2537	110	45	of	of	ADP
economy-2537	110	46	ranks	rank	NOUN
economy-2537	110	47	for	for	SCONJ
economy-2537	110	48	the	the	DET
economy-2537	110	49	constraints	constraint	NOUN
economy-2537	110	50	being	be	AUX
economy-2537	110	51	ranked	rank	VERB
economy-2537	110	52	;	;	PUNCT
economy-2537	110	53	m	m	VERB
economy-2537	110	54	denotes	denote	VERB
economy-2537	110	55	the	the	DET
economy-2537	110	56	number	number	NOUN
economy-2537	110	57	of	of	ADP
economy-2537	110	58	sorghum	sorghum	NOUN
economy-2537	110	59	farmers	farmer	NOUN
economy-2537	110	60	;	;	PUNCT
economy-2537	110	61	n	n	PRON
economy-2537	110	62	signifies	signify	VERB
economy-2537	110	63	the	the	DET
economy-2537	110	64	number	number	NOUN
economy-2537	110	65	of	of	ADP
economy-2537	110	66	constraints	constraint	NOUN
economy-2537	110	67	being	be	AUX
economy-2537	110	68	ranked	rank	VERB
economy-2537	110	69	.	.	PUNCT
economy-2537	111	1	kendall	kendall	PROPN
economy-2537	111	2	’s	’s	PART
economy-2537	111	3	coefficient	coefficient	NOUN
economy-2537	111	4	takes	take	VERB
economy-2537	111	5	a	a	DET
economy-2537	111	6	value	value	NOUN
economy-2537	111	7	between	between	ADP
economy-2537	111	8	0	0	NUM
economy-2537	111	9	and	and	CCONJ
economy-2537	111	10	1	1	NUM
economy-2537	111	11	.	.	PUNCT
economy-2537	112	1	a	a	DET
economy-2537	112	2	value	value	NOUN
economy-2537	112	3	of	of	ADP
economy-2537	112	4	0	0	NUM
economy-2537	112	5	means	mean	VERB
economy-2537	112	6	that	that	SCONJ
economy-2537	112	7	there	there	PRON
economy-2537	112	8	are	be	VERB
economy-2537	112	9	maximum	maximum	ADJ
economy-2537	112	10	disagreement	disagreement	NOUN
economy-2537	112	11	and	and	CCONJ
economy-2537	112	12	a	a	DET
economy-2537	112	13	value	value	NOUN
economy-2537	112	14	of	of	ADP
economy-2537	112	15	1	1	NUM
economy-2537	112	16	means	mean	VERB
economy-2537	112	17	that	that	SCONJ
economy-2537	112	18	there	there	PRON
economy-2537	112	19	is	be	VERB
economy-2537	112	20	perfect	perfect	ADJ
economy-2537	112	21	agreement	agreement	NOUN
economy-2537	112	22	among	among	ADP
economy-2537	112	23	sorghum	sorghum	NOUN
economy-2537	112	24	farmers	farmer	NOUN
economy-2537	112	25	.	.	PUNCT
economy-2537	113	1	here	here	ADV
economy-2537	113	2	the	the	DET
economy-2537	113	3	null	null	ADJ
economy-2537	113	4	hypothesis	hypothesis	NOUN
economy-2537	113	5	is	be	AUX
economy-2537	113	6	that	that	SCONJ
economy-2537	113	7	there	there	PRON
economy-2537	113	8	is	be	VERB
economy-2537	113	9	no	no	DET
economy-2537	113	10	agreement	agreement	NOUN
economy-2537	113	11	among	among	ADP
economy-2537	113	12	sorghum	sorghum	NOUN
economy-2537	113	13	farmers	farmer	NOUN
economy-2537	113	14	.	.	PUNCT
economy-2537	114	1	3	3	X
economy-2537	114	2	.	.	NOUN
economy-2537	114	3	results	result	NOUN
economy-2537	114	4	and	and	CCONJ
economy-2537	114	5	discussion	discussion	NOUN
economy-2537	114	6	3.1	3.1	NUM
economy-2537	114	7	.	.	PUNCT
economy-2537	115	1	demographic	demographic	ADJ
economy-2537	115	2	and	and	CCONJ
economy-2537	115	3	farm	farm	NOUN
economy-2537	115	4	-	-	PUNCT
economy-2537	115	5	specific	specific	ADJ
economy-2537	115	6	characteristics	characteristic	NOUN
economy-2537	115	7	of	of	ADP
economy-2537	115	8	the	the	DET
economy-2537	115	9	farmers	farmer	NOUN
economy-2537	115	10	the	the	DET
economy-2537	115	11	results	result	NOUN
economy-2537	115	12	in	in	ADP
economy-2537	115	13	table	table	NOUN
economy-2537	115	14	2	2	NUM
economy-2537	115	15	,	,	PUNCT
economy-2537	115	16	reveals	reveal	VERB
economy-2537	115	17	that	that	SCONJ
economy-2537	115	18	most	most	ADJ
economy-2537	115	19	(	(	PUNCT
economy-2537	115	20	35	35	NUM
economy-2537	115	21	%	%	NOUN
economy-2537	115	22	)	)	PUNCT
economy-2537	115	23	of	of	ADP
economy-2537	115	24	the	the	DET
economy-2537	115	25	farmers	farmer	NOUN
economy-2537	115	26	fell	fall	VERB
economy-2537	115	27	within	within	ADP
economy-2537	115	28	30	30	NUM
economy-2537	115	29	-	-	SYM
economy-2537	115	30	39	39	NUM
economy-2537	115	31	age	age	NOUN
economy-2537	115	32	bracket	bracket	NOUN
economy-2537	115	33	while	while	SCONJ
economy-2537	115	34	27	27	NUM
economy-2537	115	35	%	%	NOUN
economy-2537	115	36	were	be	AUX
economy-2537	115	37	within	within	ADP
economy-2537	115	38	the	the	DET
economy-2537	115	39	ages	age	NOUN
economy-2537	115	40	of	of	ADP
economy-2537	115	41	40	40	NUM
economy-2537	115	42	-	-	SYM
economy-2537	115	43	49	49	NUM
economy-2537	115	44	.	.	PUNCT
economy-2537	116	1	this	this	DET
economy-2537	116	2	result	result	NOUN
economy-2537	116	3	indicates	indicate	VERB
economy-2537	116	4	that	that	SCONJ
economy-2537	116	5	a	a	DET
economy-2537	116	6	relatively	relatively	ADV
economy-2537	116	7	economic	economic	ADJ
economy-2537	116	8	active	active	ADJ
economy-2537	116	9	adult	adult	NOUN
economy-2537	116	10	population	population	NOUN
economy-2537	116	11	are	be	AUX
economy-2537	116	12	engaged	engage	VERB
economy-2537	116	13	in	in	ADP
economy-2537	116	14	sorghum	sorghum	NOUN
economy-2537	116	15	production	production	NOUN
economy-2537	116	16	.	.	PUNCT
economy-2537	117	1	the	the	DET
economy-2537	117	2	results	result	NOUN
economy-2537	117	3	also	also	ADV
economy-2537	117	4	show	show	VERB
economy-2537	117	5	that	that	SCONJ
economy-2537	117	6	the	the	DET
economy-2537	117	7	majority	majority	NOUN
economy-2537	117	8	(	(	PUNCT
economy-2537	117	9	61	61	NUM
economy-2537	117	10	%	%	NOUN
economy-2537	117	11	)	)	PUNCT
economy-2537	117	12	of	of	ADP
economy-2537	117	13	the	the	DET
economy-2537	117	14	farmers	farmer	NOUN
economy-2537	117	15	were	be	AUX
economy-2537	117	16	males	male	NOUN
economy-2537	117	17	whiles	while	NOUN
economy-2537	117	18	39	39	NUM
economy-2537	117	19	%	%	NOUN
economy-2537	117	20	were	be	AUX
economy-2537	117	21	females	female	NOUN
economy-2537	117	22	.	.	PUNCT
economy-2537	118	1	also	also	ADV
economy-2537	118	2	,	,	PUNCT
economy-2537	118	3	the	the	DET
economy-2537	118	4	majority	majority	NOUN
economy-2537	118	5	(	(	PUNCT
economy-2537	118	6	77	77	NUM
economy-2537	118	7	%	%	NOUN
economy-2537	118	8	)	)	PUNCT
economy-2537	118	9	of	of	ADP
economy-2537	118	10	the	the	DET
economy-2537	118	11	farmers	farmer	NOUN
economy-2537	118	12	have	have	AUX
economy-2537	118	13	married	marry	VERB
economy-2537	118	14	whiles	while	NOUN
economy-2537	118	15	23	23	NUM
economy-2537	118	16	%	%	NOUN
economy-2537	118	17	were	be	AUX
economy-2537	118	18	unmarried	unmarried	ADJ
economy-2537	118	19	.	.	PUNCT
economy-2537	119	1	on	on	ADP
economy-2537	119	2	average	average	ADJ
economy-2537	119	3	,	,	PUNCT
economy-2537	119	4	there	there	PRON
economy-2537	119	5	were	be	VERB
economy-2537	119	6	10	10	NUM
economy-2537	119	7	people	people	NOUN
economy-2537	119	8	per	per	ADP
economy-2537	119	9	household	household	NOUN
economy-2537	119	10	as	as	SCONJ
economy-2537	119	11	indicated	indicate	VERB
economy-2537	119	12	.	.	PUNCT
economy-2537	120	1	the	the	DET
economy-2537	120	2	large	large	ADJ
economy-2537	120	3	household	household	NOUN
economy-2537	120	4	size	size	NOUN
economy-2537	120	5	guarantees	guarantee	VERB
economy-2537	120	6	labour	labour	NOUN
economy-2537	120	7	availability	availability	NOUN
economy-2537	120	8	and	and	CCONJ
economy-2537	120	9	the	the	DET
economy-2537	120	10	extension	extension	NOUN
economy-2537	120	11	of	of	ADP
economy-2537	120	12	farm	farm	NOUN
economy-2537	120	13	size	size	NOUN
economy-2537	120	14	(	(	PUNCT
economy-2537	120	15	konja	konja	NOUN
economy-2537	120	16	et	et	PROPN
economy-2537	120	17	al	al	PROPN
economy-2537	120	18	.	.	PROPN
economy-2537	120	19	,	,	PUNCT
economy-2537	120	20	2019	2019	NUM
economy-2537	120	21	)	)	PUNCT
economy-2537	120	22	.	.	PUNCT
economy-2537	121	1	results	result	NOUN
economy-2537	121	2	in	in	ADP
economy-2537	121	3	table	table	NOUN
economy-2537	121	4	3	3	NUM
economy-2537	121	5	further	far	ADV
economy-2537	121	6	indicate	indicate	VERB
economy-2537	121	7	that	that	SCONJ
economy-2537	121	8	on	on	ADP
economy-2537	121	9	the	the	DET
economy-2537	121	10	average	average	ADJ
economy-2537	121	11	farmers	farmer	NOUN
economy-2537	121	12	had	have	AUX
economy-2537	121	13	been	be	AUX
economy-2537	121	14	in	in	ADP
economy-2537	121	15	sorghum	sorghum	NOUN
economy-2537	121	16	farming	farming	NOUN
economy-2537	121	17	for	for	ADP
economy-2537	121	18	21	21	NUM
economy-2537	121	19	years	year	NOUN
economy-2537	121	20	.	.	PUNCT
economy-2537	122	1	a	a	DET
economy-2537	122	2	large	large	ADJ
economy-2537	122	3	number	number	NOUN
economy-2537	122	4	(	(	PUNCT
economy-2537	122	5	56	56	NUM
economy-2537	122	6	%	%	NOUN
economy-2537	122	7	)	)	PUNCT
economy-2537	122	8	of	of	ADP
economy-2537	122	9	the	the	DET
economy-2537	122	10	sorghum	sorghum	NOUN
economy-2537	122	11	farmers	farmer	NOUN
economy-2537	122	12	did	do	AUX
economy-2537	122	13	not	not	PART
economy-2537	122	14	belong	belong	VERB
economy-2537	122	15	to	to	ADP
economy-2537	122	16	any	any	DET
economy-2537	122	17	farmer	farmer	NOUN
economy-2537	122	18	association	association	NOUN
economy-2537	122	19	(	(	PUNCT
economy-2537	122	20	fa	fa	NOUN
economy-2537	122	21	)	)	PUNCT
economy-2537	122	22	,	,	PUNCT
economy-2537	122	23	while	while	SCONJ
economy-2537	122	24	44	44	NUM
economy-2537	122	25	%	%	NOUN
economy-2537	122	26	were	be	AUX
economy-2537	122	27	members	member	NOUN
economy-2537	122	28	of	of	ADP
economy-2537	122	29	various	various	ADJ
economy-2537	122	30	farmer	farmer	NOUN
economy-2537	122	31	associations	association	NOUN
economy-2537	122	32	.	.	PUNCT
economy-2537	123	1	according	accord	VERB
economy-2537	123	2	to	to	ADP
economy-2537	123	3	konja	konja	PROPN
economy-2537	123	4	et	et	PROPN
economy-2537	123	5	al	al	PROPN
economy-2537	123	6	.	.	PROPN
economy-2537	124	1	(	(	PUNCT
economy-2537	124	2	2019	2019	NUM
economy-2537	124	3	)	)	PUNCT
economy-2537	124	4	farmer	farmer	NOUN
economy-2537	124	5	association	association	NOUN
economy-2537	124	6	membership	membership	NOUN
economy-2537	124	7	provides	provide	VERB
economy-2537	124	8	farmers	farmer	NOUN
economy-2537	124	9	with	with	ADP
economy-2537	124	10	the	the	DET
economy-2537	124	11	opportunity	opportunity	NOUN
economy-2537	124	12	of	of	ADP
economy-2537	124	13	accessing	access	VERB
economy-2537	124	14	the	the	DET
economy-2537	124	15	information	information	NOUN
economy-2537	124	16	on	on	ADP
economy-2537	124	17	effective	effective	ADJ
economy-2537	124	18	production	production	NOUN
economy-2537	124	19	methods	method	NOUN
economy-2537	124	20	,	,	PUNCT
economy-2537	124	21	enjoying	enjoy	VERB
economy-2537	124	22	discounts	discount	NOUN
economy-2537	124	23	when	when	SCONJ
economy-2537	124	24	purchasing	purchasing	NOUN
economy-2537	124	25	inputs	input	NOUN
economy-2537	124	26	,	,	PUNCT
economy-2537	124	27	as	as	ADV
economy-2537	124	28	well	well	ADV
economy-2537	124	29	as	as	ADP
economy-2537	124	30	enjoying	enjoy	VERB
economy-2537	124	31	labour	labour	NOUN
economy-2537	124	32	support	support	NOUN
economy-2537	124	33	from	from	ADP
economy-2537	124	34	members	member	NOUN
economy-2537	124	35	.	.	PUNCT
economy-2537	125	1	also	also	ADV
economy-2537	125	2	,	,	PUNCT
economy-2537	125	3	though	though	SCONJ
economy-2537	125	4	49	49	NUM
economy-2537	125	5	%	%	NOUN
economy-2537	125	6	of	of	ADP
economy-2537	125	7	the	the	DET
economy-2537	125	8	farmers	farmer	NOUN
economy-2537	125	9	had	have	VERB
economy-2537	125	10	extension	extension	NOUN
economy-2537	125	11	service	service	NOUN
economy-2537	125	12	,	,	PUNCT
economy-2537	125	13	51	51	NUM
economy-2537	125	14	%	%	NOUN
economy-2537	125	15	did	do	AUX
economy-2537	125	16	not	not	PART
economy-2537	125	17	have	have	VERB
economy-2537	125	18	access	access	NOUN
economy-2537	125	19	to	to	ADP
economy-2537	125	20	the	the	DET
economy-2537	125	21	extension	extension	NOUN
economy-2537	125	22	.	.	PUNCT
economy-2537	126	1	access	access	NOUN
economy-2537	126	2	to	to	ADP
economy-2537	126	3	extension	extension	NOUN
economy-2537	126	4	service	service	NOUN
economy-2537	126	5	helps	help	VERB
economy-2537	126	6	farmers	farmer	NOUN
economy-2537	126	7	to	to	PART
economy-2537	126	8	get	get	VERB
economy-2537	126	9	orientation	orientation	NOUN
economy-2537	126	10	on	on	ADP
economy-2537	126	11	good	good	ADJ
economy-2537	126	12	agricultural	agricultural	ADJ
economy-2537	126	13	practices	practice	NOUN
economy-2537	126	14	(	(	PUNCT
economy-2537	126	15	konja	konja	NOUN
economy-2537	126	16	et	et	PROPN
economy-2537	126	17	al	al	PROPN
economy-2537	126	18	.	.	PROPN
economy-2537	126	19	,	,	PUNCT
economy-2537	126	20	2019	2019	NUM
economy-2537	126	21	)	)	PUNCT
economy-2537	126	22	.	.	PUNCT
economy-2537	127	1	farmers	farmer	NOUN
economy-2537	127	2	with	with	ADP
economy-2537	127	3	access	access	NOUN
economy-2537	127	4	to	to	ADP
economy-2537	127	5	extension	extension	NOUN
economy-2537	127	6	services	service	NOUN
economy-2537	127	7	are	be	AUX
economy-2537	127	8	expected	expect	VERB
economy-2537	127	9	to	to	PART
economy-2537	127	10	be	be	AUX
economy-2537	127	11	more	more	ADV
economy-2537	127	12	technically	technically	ADV
economy-2537	127	13	efficient	efficient	ADJ
economy-2537	127	14	than	than	ADP
economy-2537	127	15	their	their	PRON
economy-2537	127	16	counterparts	counterpart	NOUN
economy-2537	127	17	since	since	SCONJ
economy-2537	127	18	they	they	PRON
economy-2537	127	19	would	would	AUX
economy-2537	127	20	have	have	VERB
economy-2537	127	21	more	more	ADJ
economy-2537	127	22	orientation	orientation	NOUN
economy-2537	127	23	on	on	ADP
economy-2537	127	24	good	good	ADJ
economy-2537	127	25	agronomic	agronomic	ADJ
economy-2537	127	26	practices	practice	NOUN
economy-2537	127	27	than	than	ADP
economy-2537	127	28	their	their	PRON
economy-2537	127	29	counterparts	counterpart	NOUN
economy-2537	127	30	.	.	PUNCT
economy-2537	128	1	table-2	table-2	NUM
economy-2537	128	2	.	.	PUNCT
economy-2537	129	1	distribution	distribution	NOUN
economy-2537	129	2	of	of	ADP
economy-2537	129	3	respondents	respondent	NOUN
economy-2537	129	4	by	by	ADP
economy-2537	129	5	demographic	demographic	ADJ
economy-2537	129	6	characteristics	characteristic	NOUN
economy-2537	129	7	.	.	PUNCT
economy-2537	130	1	variable	variable	ADJ
economy-2537	130	2	range	range	NOUN
economy-2537	130	3	frequency	frequency	NOUN
economy-2537	130	4	percentages	percentage	NOUN
economy-2537	130	5	(	(	PUNCT
economy-2537	130	6	%	%	INTJ
economy-2537	130	7	)	)	PUNCT
economy-2537	130	8	age	age	NOUN
economy-2537	130	9	20	20	NUM
economy-2537	130	10	–	–	PUNCT
economy-2537	130	11	29	29	NUM
economy-2537	130	12	8	8	NUM
economy-2537	130	13	8.00	8.00	NUM
economy-2537	130	14	30	30	NUM
economy-2537	130	15	–	–	PUNCT
economy-2537	130	16	39	39	NUM
economy-2537	130	17	35	35	NUM
economy-2537	130	18	35.00	35.00	NUM
economy-2537	130	19	40	40	NUM
economy-2537	130	20	–	–	PUNCT
economy-2537	130	21	49	49	NUM
economy-2537	130	22	27	27	NUM
economy-2537	130	23	27.00	27.00	NUM
economy-2537	130	24	50	50	NUM
economy-2537	130	25	–	–	PUNCT
economy-2537	130	26	59	59	NUM
economy-2537	130	27	22	22	NUM
economy-2537	130	28	22.00	22.00	NUM
economy-2537	130	29	60	60	NUM
economy-2537	130	30	+	+	CCONJ
economy-2537	130	31	8	8	NUM
economy-2537	130	32	8.00	8.00	NUM
economy-2537	130	33	total	total	NOUN
economy-2537	130	34	100	100	NUM
economy-2537	130	35	100	100	NUM
economy-2537	130	36	household	household	NOUN
economy-2537	130	37	size	size	NOUN
economy-2537	130	38	1	1	NUM
economy-2537	130	39	–	–	PUNCT
economy-2537	130	40	9	9	NUM
economy-2537	130	41	59	59	NUM
economy-2537	130	42	59.00	59.00	NUM
economy-2537	130	43	10	10	NUM
economy-2537	130	44	–	–	PUNCT
economy-2537	130	45	19	19	NUM
economy-2537	130	46	30	30	NUM
economy-2537	130	47	30.00	30.00	NUM
economy-2537	130	48	20	20	NUM
economy-2537	130	49	–	–	PUNCT
economy-2537	130	50	29	29	NUM
economy-2537	130	51	10	10	NUM
economy-2537	130	52	10.00	10.00	NUM
economy-2537	130	53	30	30	NUM
economy-2537	130	54	–	–	PUNCT
economy-2537	130	55	39	39	NUM
economy-2537	130	56	1	1	NUM
economy-2537	130	57	1.00	1.00	NUM
economy-2537	130	58	total	total	NOUN
economy-2537	130	59	100	100	NUM
economy-2537	130	60	100	100	NUM
economy-2537	130	61	marital	marital	ADJ
economy-2537	130	62	status	status	NOUN
economy-2537	130	63	married	marry	VERB
economy-2537	130	64	77	77	NUM
economy-2537	130	65	77.00	77.00	NUM
economy-2537	130	66	single	single	ADJ
economy-2537	130	67	9	9	NUM
economy-2537	130	68	9.00	9.00	NUM
economy-2537	130	69	divorce	divorce	NOUN
economy-2537	130	70	5	5	NUM
economy-2537	130	71	5.00	5.00	NUM
economy-2537	130	72	widowed	widow	VERB
economy-2537	130	73	9	9	NUM
economy-2537	130	74	9.00	9.00	NUM
economy-2537	130	75	total	total	NOUN
economy-2537	130	76	100	100	NUM
economy-2537	130	77	100	100	NUM
economy-2537	130	78	sex	sex	NOUN
economy-2537	130	79	male	male	NOUN
economy-2537	130	80	61	61	NUM
economy-2537	130	81	61.00	61.00	NUM
economy-2537	130	82	female	female	NOUN
economy-2537	130	83	39	39	NUM
economy-2537	130	84	39.00	39.00	NUM
economy-2537	130	85	total	total	NOUN
economy-2537	130	86	100	100	NUM
economy-2537	130	87	100	100	NUM
economy-2537	130	88	access	access	NOUN
economy-2537	130	89	to	to	ADP
economy-2537	130	90	credit	credit	NOUN
economy-2537	131	1	yes	yes	INTJ
economy-2537	132	1	34	34	NUM
economy-2537	132	2	34.00	34.00	NUM
economy-2537	132	3	no	no	DET
economy-2537	132	4	66	66	NUM
economy-2537	132	5	66.00	66.00	NUM
economy-2537	132	6	total	total	NOUN
economy-2537	132	7	100	100	NUM
economy-2537	132	8	100	100	NUM
economy-2537	132	9	source	source	NOUN
economy-2537	132	10	:	:	PUNCT
economy-2537	132	11	field	field	NOUN
economy-2537	132	12	survey	survey	NOUN
economy-2537	132	13	,	,	PUNCT
economy-2537	132	14	2020	2020	NUM
economy-2537	132	15	.	.	PUNCT
economy-2537	133	1	economy	economy	NOUN
economy-2537	133	2	,	,	PUNCT
economy-2537	133	3	2021	2021	NUM
economy-2537	133	4	,	,	PUNCT
economy-2537	133	5	8(1	8(1	NOUN
economy-2537	133	6	):	):	PUNCT
economy-2537	133	7	1	1	NUM
economy-2537	133	8	-	-	SYM
economy-2537	133	9	9	9	NUM
economy-2537	133	10	5	5	NUM
economy-2537	133	11	©	©	PROPN
economy-2537	133	12	2021	2021	NUM
economy-2537	133	13	by	by	ADP
economy-2537	133	14	the	the	DET
economy-2537	133	15	authors	author	NOUN
economy-2537	133	16	;	;	PUNCT
economy-2537	133	17	licensee	licensee	PROPN
economy-2537	133	18	asian	asian	ADJ
economy-2537	133	19	online	online	PROPN
economy-2537	133	20	journal	journal	PROPN
economy-2537	133	21	publishing	publishing	NOUN
economy-2537	133	22	group	group	NOUN
economy-2537	133	23	results	result	VERB
economy-2537	133	24	from	from	ADP
economy-2537	133	25	table	table	NOUN
economy-2537	133	26	2	2	NUM
economy-2537	133	27	also	also	ADV
economy-2537	133	28	shows	show	VERB
economy-2537	133	29	that	that	SCONJ
economy-2537	133	30	34	34	NUM
economy-2537	133	31	%	%	NOUN
economy-2537	133	32	of	of	ADP
economy-2537	133	33	farmers	farmer	NOUN
economy-2537	133	34	had	have	VERB
economy-2537	133	35	access	access	NOUN
economy-2537	133	36	to	to	ADP
economy-2537	133	37	credit	credit	NOUN
economy-2537	133	38	for	for	ADP
economy-2537	133	39	sorghum	sorghum	NOUN
economy-2537	133	40	production	production	NOUN
economy-2537	133	41	.	.	PUNCT
economy-2537	134	1	however	however	ADV
economy-2537	134	2	,	,	PUNCT
economy-2537	134	3	the	the	DET
economy-2537	134	4	average	average	ADJ
economy-2537	134	5	total	total	ADJ
economy-2537	134	6	output	output	NOUN
economy-2537	134	7	of	of	ADP
economy-2537	134	8	sorghum	sorghum	NOUN
economy-2537	134	9	observed	observe	VERB
economy-2537	134	10	in	in	ADP
economy-2537	134	11	this	this	DET
economy-2537	134	12	study	study	NOUN
economy-2537	134	13	was	be	AUX
economy-2537	134	14	465kg	465kg	NOUN
economy-2537	134	15	/	/	SYM
economy-2537	134	16	acre	acre	NOUN
economy-2537	134	17	while	while	SCONJ
economy-2537	134	18	the	the	DET
economy-2537	134	19	quantity	quantity	NOUN
economy-2537	134	20	of	of	ADP
economy-2537	134	21	seed	seed	NOUN
economy-2537	134	22	sowed	sow	VERB
economy-2537	134	23	per	per	ADP
economy-2537	134	24	acre	acre	NOUN
economy-2537	134	25	was	be	AUX
economy-2537	134	26	4.75kg	4.75kg	NUM
economy-2537	134	27	/	/	SYM
economy-2537	134	28	acre	acre	NOUN
economy-2537	134	29	.	.	PUNCT
economy-2537	135	1	the	the	DET
economy-2537	135	2	research	research	NOUN
economy-2537	135	3	also	also	ADV
economy-2537	135	4	revealed	reveal	VERB
economy-2537	135	5	that	that	SCONJ
economy-2537	135	6	the	the	DET
economy-2537	135	7	average	average	ADJ
economy-2537	135	8	quantity	quantity	NOUN
economy-2537	135	9	of	of	ADP
economy-2537	135	10	labour	labour	NOUN
economy-2537	135	11	employed	employ	VERB
economy-2537	135	12	per	per	ADP
economy-2537	135	13	care	care	NOUN
economy-2537	135	14	was	be	AUX
economy-2537	135	15	8	8	NUM
economy-2537	135	16	mandays	manday	NOUN
economy-2537	135	17	.	.	PUNCT
economy-2537	136	1	also	also	ADV
economy-2537	136	2	,	,	PUNCT
economy-2537	136	3	an	an	DET
economy-2537	136	4	average	average	NOUN
economy-2537	136	5	of	of	ADP
economy-2537	136	6	149.5	149.5	NUM
economy-2537	136	7	kg	kg	NOUN
economy-2537	136	8	of	of	ADP
economy-2537	136	9	fertilizer	fertilizer	NOUN
economy-2537	136	10	was	be	AUX
economy-2537	136	11	applied	apply	VERB
economy-2537	136	12	for	for	ADP
economy-2537	136	13	an	an	DET
economy-2537	136	14	acre	acre	NOUN
economy-2537	136	15	of	of	ADP
economy-2537	136	16	production	production	NOUN
economy-2537	136	17	of	of	ADP
economy-2537	136	18	sorghum	sorghum	NOUN
economy-2537	136	19	in	in	ADP
economy-2537	136	20	the	the	DET
economy-2537	136	21	study	study	NOUN
economy-2537	136	22	area	area	NOUN
economy-2537	136	23	.	.	PUNCT
economy-2537	137	1	table-3	table-3	NUM
economy-2537	137	2	.	.	PUNCT
economy-2537	138	1	descriptive	descriptive	ADJ
economy-2537	138	2	statistics	statistic	NOUN
economy-2537	138	3	of	of	ADP
economy-2537	138	4	explanatory	explanatory	ADJ
economy-2537	138	5	variables	variable	NOUN
economy-2537	138	6	used	use	VERB
economy-2537	138	7	in	in	ADP
economy-2537	138	8	the	the	DET
economy-2537	138	9	model	model	NOUN
economy-2537	138	10	.	.	PUNCT
economy-2537	139	1	variable	variable	ADJ
economy-2537	139	2	mean	mean	VERB
economy-2537	139	3	std	std	PROPN
economy-2537	139	4	.	.	PROPN
economy-2537	140	1	dev	dev	PROPN
economy-2537	140	2	.	.	PUNCT
economy-2537	140	3	min	min	PROPN
economy-2537	140	4	max	max	PROPN
economy-2537	140	5	age	age	NOUN
economy-2537	140	6	2.87	2.87	NUM
economy-2537	140	7	1.09	1.09	NUM
economy-2537	140	8	1	1	NUM
economy-2537	140	9	5	5	NUM
economy-2537	140	10	sex	sex	NOUN
economy-2537	140	11	0.39	0.39	NUM
economy-2537	140	12	0.49	0.49	NUM
economy-2537	140	13	0	0	NUM
economy-2537	140	14	1	1	NUM
economy-2537	140	15	marital	marital	ADJ
economy-2537	140	16	status	status	NOUN
economy-2537	140	17	1.46	1.46	NUM
economy-2537	140	18	0.94	0.94	NUM
economy-2537	140	19	1	1	NUM
economy-2537	140	20	4	4	NUM
economy-2537	140	21	level	level	NOUN
economy-2537	140	22	of	of	ADP
economy-2537	140	23	education	education	NOUN
economy-2537	140	24	2.52	2.52	NUM
economy-2537	140	25	1.56	1.56	NUM
economy-2537	140	26	0	0	NUM
economy-2537	140	27	9	9	NUM
economy-2537	140	28	farmer	farmer	NOUN
economy-2537	140	29	association	association	NOUN
economy-2537	140	30	0.56	0.56	NUM
economy-2537	140	31	0.49	0.49	NUM
economy-2537	140	32	0	0	NUM
economy-2537	140	33	1	1	NUM
economy-2537	140	34	household	household	NOUN
economy-2537	140	35	size	size	NOUN
economy-2537	140	36	10.58	10.58	NUM
economy-2537	140	37	6.59	6.59	NUM
economy-2537	140	38	2	2	NUM
economy-2537	140	39	30	30	NUM
economy-2537	140	40	experience	experience	NOUN
economy-2537	140	41	21.5	21.5	NUM
economy-2537	140	42	9.32	9.32	NUM
economy-2537	140	43	2	2	NUM
economy-2537	140	44	50	50	NUM
economy-2537	140	45	variety	variety	NOUN
economy-2537	140	46	1.91	1.91	NUM
economy-2537	140	47	0.96	0.96	NUM
economy-2537	140	48	1	1	NUM
economy-2537	140	49	3	3	NUM
economy-2537	140	50	access	access	NOUN
economy-2537	140	51	to	to	ADP
economy-2537	140	52	extension	extension	NOUN
economy-2537	140	53	0.51	0.51	NUM
economy-2537	140	54	0.50	0.50	NUM
economy-2537	140	55	0	0	NUM
economy-2537	140	56	1	1	NUM
economy-2537	140	57	access	access	NOUN
economy-2537	140	58	to	to	ADP
economy-2537	140	59	credit	credit	NOUN
economy-2537	140	60	0.66	0.66	NUM
economy-2537	140	61	0.47	0.47	NUM
economy-2537	140	62	0	0	NUM
economy-2537	140	63	1	1	NUM
economy-2537	140	64	access	access	NOUN
economy-2537	140	65	to	to	ADP
economy-2537	140	66	market	market	NOUN
economy-2537	140	67	0.26	0.26	NUM
economy-2537	140	68	0.44	0.44	NUM
economy-2537	140	69	0	0	NUM
economy-2537	140	70	1	1	NUM
economy-2537	140	71	distance	distance	NOUN
economy-2537	140	72	42.03	42.03	NUM
economy-2537	140	73	30.46	30.46	NUM
economy-2537	140	74	1	1	NUM
economy-2537	140	75	150	150	NUM
economy-2537	140	76	farm	farm	NOUN
economy-2537	140	77	size	size	NOUN
economy-2537	140	78	3.06	3.06	NUM
economy-2537	140	79	1.45	1.45	NUM
economy-2537	140	80	1	1	NUM
economy-2537	140	81	8	8	NUM
economy-2537	140	82	fertilizer	fertilizer	NOUN
economy-2537	140	83	149.5	149.5	NUM
economy-2537	140	84	67.51	67.51	NUM
economy-2537	140	85	50	50	NUM
economy-2537	140	86	400	400	NUM
economy-2537	140	87	weedicide	weedicide	VERB
economy-2537	140	88	1.76	1.76	NUM
economy-2537	140	89	1.18	1.18	NUM
economy-2537	140	90	1	1	NUM
economy-2537	140	91	9	9	NUM
economy-2537	140	92	labour	labour	NOUN
economy-2537	140	93	18.42	18.42	NUM
economy-2537	140	94	8.47	8.47	NUM
economy-2537	140	95	6	6	NUM
economy-2537	140	96	70	70	NUM
economy-2537	140	97	seed	seed	NOUN
economy-2537	140	98	4.75	4.75	NUM
economy-2537	140	99	1.18	1.18	NUM
economy-2537	140	100	3	3	NUM
economy-2537	140	101	8	8	NUM
economy-2537	140	102	output	output	NOUN
economy-2537	140	103	465.3	465.3	NUM
economy-2537	140	104	169.66	169.66	NUM
economy-2537	140	105	100	100	NUM
economy-2537	140	106	900	900	NUM
economy-2537	140	107	source	source	NOUN
economy-2537	140	108	:	:	PUNCT
economy-2537	140	109	field	field	NOUN
economy-2537	140	110	survey	survey	NOUN
economy-2537	140	111	,	,	PUNCT
economy-2537	140	112	2020	2020	NUM
economy-2537	140	113	.	.	PUNCT
economy-2537	141	1	3.2	3.2	NUM
economy-2537	141	2	.	.	PUNCT
economy-2537	142	1	empirical	empirical	ADJ
economy-2537	142	2	estimation	estimation	NOUN
economy-2537	142	3	of	of	ADP
economy-2537	142	4	stochastic	stochastic	ADJ
economy-2537	142	5	frontier	frontier	NOUN
economy-2537	142	6	production	production	NOUN
economy-2537	142	7	function	function	NOUN
economy-2537	142	8	table	table	NOUN
economy-2537	142	9	4	4	NUM
economy-2537	142	10	presents	present	VERB
economy-2537	142	11	the	the	DET
economy-2537	142	12	maximum	maximum	ADJ
economy-2537	142	13	likelihood	likelihood	NOUN
economy-2537	142	14	estimation	estimation	NOUN
economy-2537	142	15	for	for	ADP
economy-2537	142	16	parameters	parameter	NOUN
economy-2537	142	17	in	in	ADP
economy-2537	142	18	the	the	DET
economy-2537	142	19	stochastic	stochastic	ADJ
economy-2537	142	20	translog	translog	NOUN
economy-2537	142	21	production	production	NOUN
economy-2537	142	22	frontier	frontier	NOUN
economy-2537	142	23	of	of	ADP
economy-2537	142	24	sorghum	sorghum	NOUN
economy-2537	142	25	farmers	farmer	NOUN
economy-2537	142	26	in	in	ADP
economy-2537	142	27	garu	garu	PROPN
economy-2537	142	28	.	.	PUNCT
economy-2537	143	1	from	from	ADP
economy-2537	143	2	the	the	DET
economy-2537	143	3	results	result	NOUN
economy-2537	143	4	,	,	PUNCT
economy-2537	143	5	fertilizer	fertilizer	NOUN
economy-2537	143	6	and	and	CCONJ
economy-2537	143	7	farm	farm	NOUN
economy-2537	143	8	size	size	NOUN
economy-2537	143	9	were	be	AUX
economy-2537	143	10	found	find	VERB
economy-2537	143	11	to	to	PART
economy-2537	143	12	significantly	significantly	ADV
economy-2537	143	13	influence	influence	VERB
economy-2537	143	14	the	the	DET
economy-2537	143	15	level	level	NOUN
economy-2537	143	16	of	of	ADP
economy-2537	143	17	sorghum	sorghum	NOUN
economy-2537	143	18	output	output	NOUN
economy-2537	143	19	in	in	ADP
economy-2537	143	20	the	the	DET
economy-2537	143	21	study	study	NOUN
economy-2537	143	22	area	area	NOUN
economy-2537	143	23	.	.	PUNCT
economy-2537	144	1	however	however	ADV
economy-2537	144	2	,	,	PUNCT
economy-2537	144	3	variables	variable	NOUN
economy-2537	144	4	such	such	ADJ
economy-2537	144	5	as	as	ADP
economy-2537	144	6	labour	labour	NOUN
economy-2537	144	7	,	,	PUNCT
economy-2537	144	8	seed	seed	NOUN
economy-2537	144	9	and	and	CCONJ
economy-2537	144	10	weedicide	weedicide	NOUN
economy-2537	144	11	did	do	AUX
economy-2537	144	12	not	not	PART
economy-2537	144	13	meet	meet	VERB
economy-2537	144	14	the	the	DET
economy-2537	144	15	prior	prior	ADJ
economy-2537	144	16	expectation	expectation	NOUN
economy-2537	144	17	and	and	CCONJ
economy-2537	144	18	also	also	ADV
economy-2537	144	19	statistically	statistically	ADV
economy-2537	144	20	insignificant	insignificant	ADJ
economy-2537	144	21	.	.	PUNCT
economy-2537	145	1	the	the	DET
economy-2537	145	2	coefficient	coefficient	NOUN
economy-2537	145	3	of	of	ADP
economy-2537	145	4	fertilizer	fertilizer	NOUN
economy-2537	145	5	was	be	AUX
economy-2537	145	6	2.34	2.34	NUM
economy-2537	145	7	and	and	CCONJ
economy-2537	145	8	statistically	statistically	ADV
economy-2537	145	9	significant	significant	ADJ
economy-2537	145	10	at	at	ADP
economy-2537	145	11	1	1	NUM
economy-2537	145	12	%	%	NOUN
economy-2537	145	13	.	.	PUNCT
economy-2537	146	1	this	this	PRON
economy-2537	146	2	implies	imply	VERB
economy-2537	146	3	that	that	SCONJ
economy-2537	146	4	holding	hold	VERB
economy-2537	146	5	other	other	ADJ
economy-2537	146	6	variable	variable	ADJ
economy-2537	146	7	inputs	input	NOUN
economy-2537	146	8	constant	constant	ADJ
economy-2537	146	9	,	,	PUNCT
economy-2537	146	10	a	a	DET
economy-2537	146	11	percentage	percentage	NOUN
economy-2537	146	12	increase	increase	NOUN
economy-2537	146	13	in	in	ADP
economy-2537	146	14	the	the	DET
economy-2537	146	15	quantity	quantity	NOUN
economy-2537	146	16	of	of	ADP
economy-2537	146	17	fertilizer	fertilizer	NOUN
economy-2537	146	18	used	use	VERB
economy-2537	146	19	per	per	ADP
economy-2537	146	20	acre	acre	NOUN
economy-2537	146	21	increases	increase	NOUN
economy-2537	146	22	output	output	NOUN
economy-2537	146	23	by	by	ADP
economy-2537	146	24	2.34	2.34	NUM
economy-2537	146	25	%	%	NOUN
economy-2537	146	26	.	.	PUNCT
economy-2537	147	1	appropriate	appropriate	ADJ
economy-2537	147	2	fertilizer	fertilizer	NOUN
economy-2537	147	3	rates	rate	NOUN
economy-2537	147	4	have	have	AUX
economy-2537	147	5	been	be	AUX
economy-2537	147	6	noted	note	VERB
economy-2537	147	7	by	by	ADP
economy-2537	147	8	kugbe	kugbe	NOUN
economy-2537	147	9	,	,	PUNCT
economy-2537	147	10	mbawuni	mbawuni	NOUN
economy-2537	147	11	,	,	PUNCT
economy-2537	147	12	and	and	CCONJ
economy-2537	147	13	wisdom	wisdom	NOUN
economy-2537	147	14	(	(	PUNCT
economy-2537	147	15	2019	2019	NUM
economy-2537	147	16	)	)	PUNCT
economy-2537	147	17	to	to	PART
economy-2537	147	18	increase	increase	VERB
economy-2537	147	19	sorghum	sorghum	NOUN
economy-2537	147	20	yield	yield	NOUN
economy-2537	147	21	as	as	SCONJ
economy-2537	147	22	fertilizer	fertilizer	NOUN
economy-2537	147	23	application	application	NOUN
economy-2537	147	24	adds	add	VERB
economy-2537	147	25	nitrogen	nitrogen	NOUN
economy-2537	147	26	to	to	ADP
economy-2537	147	27	the	the	DET
economy-2537	147	28	soil	soil	NOUN
economy-2537	147	29	to	to	PART
economy-2537	147	30	improve	improve	VERB
economy-2537	147	31	its	its	PRON
economy-2537	147	32	fertility	fertility	NOUN
economy-2537	147	33	.	.	PUNCT
economy-2537	148	1	from	from	ADP
economy-2537	148	2	the	the	DET
economy-2537	148	3	table	table	NOUN
economy-2537	148	4	,	,	PUNCT
economy-2537	148	5	the	the	DET
economy-2537	148	6	coefficient	coefficient	NOUN
economy-2537	148	7	of	of	ADP
economy-2537	148	8	farm	farm	NOUN
economy-2537	148	9	size	size	NOUN
economy-2537	148	10	is	be	AUX
economy-2537	148	11	-1.45	-1.45	ADJ
economy-2537	148	12	and	and	CCONJ
economy-2537	148	13	statistically	statistically	ADV
economy-2537	148	14	significant	significant	ADJ
economy-2537	148	15	at	at	ADP
economy-2537	148	16	1	1	NUM
economy-2537	148	17	%	%	NOUN
economy-2537	148	18	.	.	PUNCT
economy-2537	149	1	this	this	PRON
economy-2537	149	2	implies	imply	VERB
economy-2537	149	3	that	that	SCONJ
economy-2537	149	4	holding	hold	VERB
economy-2537	149	5	all	all	DET
economy-2537	149	6	other	other	ADJ
economy-2537	149	7	variable	variable	ADJ
economy-2537	149	8	inputs	input	NOUN
economy-2537	149	9	constant	constant	ADJ
economy-2537	149	10	,	,	PUNCT
economy-2537	149	11	a	a	DET
economy-2537	149	12	percentage	percentage	NOUN
economy-2537	149	13	increase	increase	NOUN
economy-2537	149	14	in	in	ADP
economy-2537	149	15	farmland	farmland	NOUN
economy-2537	149	16	allocated	allocate	VERB
economy-2537	149	17	to	to	ADP
economy-2537	149	18	sorghum	sorghum	NOUN
economy-2537	149	19	production	production	NOUN
economy-2537	149	20	decreases	decrease	VERB
economy-2537	149	21	output	output	NOUN
economy-2537	149	22	by	by	ADP
economy-2537	149	23	1.45	1.45	NUM
economy-2537	149	24	%	%	NOUN
economy-2537	149	25	.	.	PUNCT
economy-2537	150	1	as	as	ADP
economy-2537	150	2	the	the	DET
economy-2537	150	3	farm	farm	NOUN
economy-2537	150	4	size	size	NOUN
economy-2537	150	5	of	of	ADP
economy-2537	150	6	a	a	DET
economy-2537	150	7	farmer	farmer	NOUN
economy-2537	150	8	increases	increase	NOUN
economy-2537	150	9	,	,	PUNCT
economy-2537	150	10	the	the	DET
economy-2537	150	11	law	law	NOUN
economy-2537	150	12	of	of	ADP
economy-2537	150	13	diminishing	diminish	VERB
economy-2537	150	14	returns	return	NOUN
economy-2537	150	15	sets	set	VERB
economy-2537	150	16	in	in	ADP
economy-2537	150	17	as	as	SCONJ
economy-2537	150	18	the	the	DET
economy-2537	150	19	managing	manage	VERB
economy-2537	150	20	ability	ability	NOUN
economy-2537	150	21	of	of	ADP
economy-2537	150	22	the	the	DET
economy-2537	150	23	farmer	farmer	NOUN
economy-2537	150	24	will	will	AUX
economy-2537	150	25	decrease	decrease	VERB
economy-2537	150	26	given	give	VERB
economy-2537	150	27	the	the	DET
economy-2537	150	28	level	level	NOUN
economy-2537	150	29	of	of	ADP
economy-2537	150	30	technology	technology	NOUN
economy-2537	150	31	,	,	PUNCT
economy-2537	150	32	this	this	DET
economy-2537	150	33	lead	lead	NOUN
economy-2537	150	34	to	to	ADP
economy-2537	150	35	reduced	reduce	VERB
economy-2537	150	36	efficiency	efficiency	NOUN
economy-2537	150	37	of	of	ADP
economy-2537	150	38	the	the	DET
economy-2537	150	39	farmer	farmer	NOUN
economy-2537	150	40	(	(	PUNCT
economy-2537	150	41	dessale	dessale	NOUN
economy-2537	150	42	&	&	CCONJ
economy-2537	150	43	tegegne	tegegne	NOUN
economy-2537	150	44	,	,	PUNCT
economy-2537	150	45	2017	2017	NUM
economy-2537	150	46	)	)	PUNCT
economy-2537	150	47	.	.	PUNCT
economy-2537	151	1	for	for	ADP
economy-2537	151	2	instance	instance	NOUN
economy-2537	151	3	,	,	PUNCT
economy-2537	151	4	farmers	farmer	NOUN
economy-2537	151	5	may	may	AUX
economy-2537	151	6	not	not	PART
economy-2537	151	7	efficiently	efficiently	ADV
economy-2537	151	8	combine	combine	VERB
economy-2537	151	9	land	land	NOUN
economy-2537	151	10	with	with	ADP
economy-2537	151	11	other	other	ADJ
economy-2537	151	12	variable	variable	ADJ
economy-2537	151	13	inputs	input	NOUN
economy-2537	151	14	such	such	ADJ
economy-2537	151	15	as	as	ADP
economy-2537	151	16	labour	labour	NOUN
economy-2537	151	17	,	,	PUNCT
economy-2537	151	18	seeds	seed	NOUN
economy-2537	151	19	and	and	CCONJ
economy-2537	151	20	fertilizer	fertilizer	NOUN
economy-2537	151	21	as	as	SCONJ
economy-2537	151	22	they	they	PRON
economy-2537	151	23	increase	increase	VERB
economy-2537	151	24	their	their	PRON
economy-2537	151	25	farmland	farmland	NOUN
economy-2537	151	26	(	(	PUNCT
economy-2537	151	27	danso	danso	NOUN
economy-2537	151	28	-	-	PUNCT
economy-2537	151	29	abbeam	abbeam	NOUN
economy-2537	151	30	.	.	PUNCT
economy-2537	152	1	et	et	PROPN
economy-2537	152	2	al	al	PROPN
economy-2537	152	3	.	.	PROPN
economy-2537	152	4	,	,	PUNCT
economy-2537	152	5	2015	2015	NUM
economy-2537	152	6	)	)	PUNCT
economy-2537	152	7	.	.	PUNCT
economy-2537	153	1	the	the	DET
economy-2537	153	2	squared	square	VERB
economy-2537	153	3	variables	variable	NOUN
economy-2537	153	4	in	in	ADP
economy-2537	153	5	the	the	DET
economy-2537	153	6	translog	translog	NOUN
economy-2537	153	7	stochastic	stochastic	NOUN
economy-2537	153	8	production	production	NOUN
economy-2537	153	9	frontier	frontier	NOUN
economy-2537	153	10	indicate	indicate	VERB
economy-2537	153	11	the	the	DET
economy-2537	153	12	effect	effect	NOUN
economy-2537	153	13	of	of	ADP
economy-2537	153	14	continuous	continuous	ADJ
economy-2537	153	15	use	use	NOUN
economy-2537	153	16	of	of	ADP
economy-2537	153	17	that	that	DET
economy-2537	153	18	variable	variable	NOUN
economy-2537	153	19	on	on	ADP
economy-2537	153	20	output	output	NOUN
economy-2537	153	21	.	.	PUNCT
economy-2537	154	1	the	the	DET
economy-2537	154	2	interaction	interaction	NOUN
economy-2537	154	3	terms	term	NOUN
economy-2537	154	4	indicate	indicate	VERB
economy-2537	154	5	a	a	DET
economy-2537	154	6	complementarity	complementarity	NOUN
economy-2537	154	7	or	or	CCONJ
economy-2537	154	8	substitutability	substitutability	NOUN
economy-2537	154	9	of	of	ADP
economy-2537	154	10	the	the	DET
economy-2537	154	11	inputs	input	NOUN
economy-2537	154	12	used	use	VERB
economy-2537	154	13	on	on	ADP
economy-2537	154	14	the	the	DET
economy-2537	154	15	farm	farm	NOUN
economy-2537	154	16	,	,	PUNCT
economy-2537	154	17	depending	depend	VERB
economy-2537	154	18	on	on	ADP
economy-2537	154	19	the	the	DET
economy-2537	154	20	sign	sign	NOUN
economy-2537	154	21	of	of	ADP
economy-2537	154	22	the	the	DET
economy-2537	154	23	coefficient	coefficient	NOUN
economy-2537	154	24	of	of	ADP
economy-2537	154	25	the	the	DET
economy-2537	154	26	interaction	interaction	NOUN
economy-2537	154	27	.	.	PUNCT
economy-2537	155	1	table-4	table-4	X
economy-2537	155	2	.	.	PUNCT
economy-2537	156	1	maximum	maximum	ADJ
economy-2537	156	2	likelihood	likelihood	NOUN
economy-2537	156	3	estimates	estimate	NOUN
economy-2537	156	4	of	of	ADP
economy-2537	156	5	the	the	DET
economy-2537	156	6	stochastic	stochastic	ADJ
economy-2537	156	7	frontier	frontier	NOUN
economy-2537	156	8	production	production	NOUN
economy-2537	156	9	function	function	NOUN
economy-2537	156	10	.	.	PUNCT
economy-2537	157	1	variable	variable	PROPN
economy-2537	157	2	coeffi	coeffi	AUX
economy-2537	157	3	cient	cient	VERB
economy-2537	157	4	standard	standard	ADJ
economy-2537	157	5	error	error	NOUN
economy-2537	157	6	p	p	NOUN
economy-2537	157	7	-	-	PUNCT
economy-2537	157	8	value	value	NOUN
economy-2537	157	9	constant	constant	ADJ
economy-2537	157	10	0.54	0.54	NUM
economy-2537	157	11	3.40	3.40	NUM
economy-2537	157	12	0.87	0.87	NUM
economy-2537	157	13	lnseed	lnsee	VERB
economy-2537	157	14	-0.60	-0.60	NUM
economy-2537	157	15	1.71	1.71	NUM
economy-2537	157	16	0.72	0.72	NUM
economy-2537	157	17	lnlabour	lnlabour	NOUN
economy-2537	157	18	0.29	0.29	NUM
economy-2537	157	19	1.57	1.57	NUM
economy-2537	157	20	0.85	0.85	NUM
economy-2537	157	21	lnweedicide	lnweedicide	NOUN
economy-2537	157	22	-1.03	-1.03	NUM
economy-2537	157	23	0.76	0.76	NUM
economy-2537	157	24	0.17	0.17	NUM
economy-2537	157	25	lnfertilizer	lnfertilizer	NOUN
economy-2537	157	26	2.43	2.43	NUM
economy-2537	157	27	*	*	SYM
economy-2537	157	28	1.37	1.37	NUM
economy-2537	157	29	0.07	0.07	NUM
economy-2537	157	30	lnfarmsize	lnfarmsize	NOUN
economy-2537	157	31	-1.45	-1.45	NOUN
economy-2537	157	32	*	*	PROPN
economy-2537	157	33	0.94	0.94	NUM
economy-2537	157	34	0.12	0.12	NUM
economy-2537	157	35	lnseed*lnseed	lnseed*lnseed	VERB
economy-2537	157	36	1.54	1.54	NUM
economy-2537	157	37	*	*	PUNCT
economy-2537	157	38	*	*	PUNCT
economy-2537	157	39	*	*	PUNCT
economy-2537	158	1	0.63	0.63	NUM
economy-2537	158	2	0.01	0.01	NUM
economy-2537	158	3	lnlabour*lnlabour	lnlabour*lnlabour	PRON
economy-2537	158	4	-0.32	-0.32	VERB
economy-2537	158	5	*	*	PUNCT
economy-2537	158	6	*	*	PUNCT
economy-2537	158	7	*	*	NOUN
economy-2537	158	8	0.13	0.13	NUM
economy-2537	158	9	0.01	0.01	NUM
economy-2537	158	10	lnweedicide*lnweedicide	lnweedicide*lnweedicide	ADP
economy-2537	158	11	-0.03	-0.03	NUM
economy-2537	158	12	0.09	0.09	NUM
economy-2537	158	13	0.71	0.71	NUM
economy-2537	158	14	lnfertilizer*lnfertilizer	lnfertilizer*lnfertilizer	NOUN
economy-2537	158	15	-0.08	-0.08	NUM
economy-2537	158	16	0.17	0.17	NUM
economy-2537	158	17	0.65	0.65	NUM
economy-2537	158	18	lnfarmsize*lnfarmsize	lnfarmsize*lnfarmsize	NOUN
economy-2537	158	19	-0.11	-0.11	NUM
economy-2537	158	20	0.13	0.13	NUM
economy-2537	158	21	0.37	0.37	NUM
economy-2537	158	22	lnseed*lnlabour	lnseed*lnlabour	PRON
economy-2537	158	23	0.84	0.84	NUM
economy-2537	158	24	*	*	PUNCT
economy-2537	158	25	*	*	PUNCT
economy-2537	158	26	0.42	0.42	NUM
economy-2537	158	27	0.04	0.04	NUM
economy-2537	158	28	lnseed*lnweedicide	lnseed*lnweedicide	ADP
economy-2537	158	29	-0.20	-0.20	NUM
economy-2537	158	30	0.31	0.31	NUM
economy-2537	158	31	0.51	0.51	NUM
economy-2537	158	32	lnseed*lnfertilizer	lnseed*lnfertilizer	NOUN
economy-2537	158	33	-1.14	-1.14	NOUN
economy-2537	158	34	*	*	NOUN
economy-2537	158	35	*	*	PROPN
economy-2537	158	36	*	*	PROPN
economy-2537	158	37	0.41	0.41	NUM
economy-2537	158	38	0.00	0.00	NUM
economy-2537	158	39	lnseed*lnfarmsize	lnseed*lnfarmsize	NOUN
economy-2537	158	40	-0.95	-0.95	NOUN
economy-2537	158	41	*	*	NOUN
economy-2537	158	42	*	*	PUNCT
economy-2537	158	43	*	*	X
economy-2537	158	44	0.38	0.38	NUM
economy-2537	158	45	0.01	0.01	NUM
economy-2537	158	46	lnlabour*lnweedicide	lnlabour*lnweedicide	NOUN
economy-2537	158	47	-0.19	-0.19	NOUN
economy-2537	158	48	0.18	0.18	NUM
economy-2537	158	49	0.27	0.27	NUM
economy-2537	158	50	lnlabour*lnfertilizer	lnlabour*lnfertilizer	NOUN
economy-2537	158	51	-0.05	-0.05	NOUN
economy-2537	158	52	0.29	0.29	NUM
economy-2537	158	53	0.86	0.86	NUM
economy-2537	158	54	lnlabour*lnfarmsize	lnlabour*lnfarmsize	NOUN
economy-2537	158	55	0.59	0.59	NUM
economy-2537	158	56	*	*	PUNCT
economy-2537	158	57	*	*	PUNCT
economy-2537	158	58	0.30	0.30	NUM
economy-2537	158	59	0.04	0.04	NUM
economy-2537	158	60	lnweedicide*lnfertilizer	lnweedicide*lnfertilizer	NOUN
economy-2537	158	61	0.34	0.34	NUM
economy-2537	158	62	*	*	NOUN
economy-2537	158	63	0.19	0.19	NUM
economy-2537	158	64	0.08	0.08	NUM
economy-2537	158	65	lnweedicide*lnfarmsize	lnweedicide*lnfarmsize	NOUN
economy-2537	158	66	0.23	0.23	NUM
economy-2537	158	67	0.20	0.20	NUM
economy-2537	158	68	0.25	0.25	NUM
economy-2537	158	69	lnfertilizer*lnfarmsize	lnfertilizer*lnfarmsize	NOUN
economy-2537	158	70	0.34	0.34	NUM
economy-2537	158	71	*	*	NOUN
economy-2537	158	72	0.22	0.22	NUM
economy-2537	158	73	0.12	0.12	NUM
economy-2537	158	74	sigma	sigma	NUM
economy-2537	158	75	squared	square	VERB
economy-2537	158	76	0.15	0.15	NUM
economy-2537	158	77	gamma	gamma	NOUN
economy-2537	158	78	0.80	0.80	NUM
economy-2537	158	79	log	log	NOUN
economy-2537	158	80	-	-	PUNCT
economy-2537	158	81	likelihood	likelihood	NOUN
economy-2537	158	82	function	function	NOUN
economy-2537	158	83	23.42	23.42	NUM
economy-2537	158	84	note	note	NOUN
economy-2537	158	85	:	:	PUNCT
economy-2537	158	86	*	*	PUNCT
economy-2537	158	87	*	*	PUNCT
economy-2537	158	88	*	*	PUNCT
economy-2537	158	89	,	,	PUNCT
economy-2537	158	90	*	*	PUNCT
economy-2537	158	91	*	*	PUNCT
economy-2537	158	92	and	and	CCONJ
economy-2537	158	93	*	*	PUNCT
economy-2537	158	94	represent	represent	VERB
economy-2537	158	95	1	1	NUM
economy-2537	158	96	%	%	NOUN
economy-2537	158	97	,	,	PUNCT
economy-2537	158	98	5	5	NUM
economy-2537	158	99	%	%	NOUN
economy-2537	158	100	and	and	CCONJ
economy-2537	158	101	10	10	NUM
economy-2537	158	102	%	%	NOUN
economy-2537	158	103	level	level	NOUN
economy-2537	158	104	of	of	ADP
economy-2537	158	105	significance	significance	NOUN
economy-2537	158	106	respectively	respectively	ADV
economy-2537	158	107	.	.	PUNCT
economy-2537	159	1	economy	economy	NOUN
economy-2537	159	2	,	,	PUNCT
economy-2537	159	3	2021	2021	NUM
economy-2537	159	4	,	,	PUNCT
economy-2537	159	5	8(1	8(1	NOUN
economy-2537	159	6	):	):	PUNCT
economy-2537	159	7	1	1	NUM
economy-2537	159	8	-	-	SYM
economy-2537	159	9	9	9	NUM
economy-2537	159	10	6	6	NUM
economy-2537	159	11	©	©	PROPN
economy-2537	159	12	2021	2021	NUM
economy-2537	159	13	by	by	ADP
economy-2537	159	14	the	the	DET
economy-2537	159	15	authors	author	NOUN
economy-2537	159	16	;	;	PUNCT
economy-2537	159	17	licensee	licensee	PROPN
economy-2537	159	18	asian	asian	ADJ
economy-2537	159	19	online	online	PROPN
economy-2537	159	20	journal	journal	PROPN
economy-2537	159	21	publishing	publishing	NOUN
economy-2537	159	22	group	group	NOUN
economy-2537	159	23	the	the	DET
economy-2537	159	24	results	result	NOUN
economy-2537	159	25	from	from	ADP
economy-2537	159	26	the	the	DET
economy-2537	159	27	table	table	NOUN
economy-2537	159	28	indicate	indicate	VERB
economy-2537	159	29	that	that	SCONJ
economy-2537	159	30	continuous	continuous	ADJ
economy-2537	159	31	use	use	NOUN
economy-2537	159	32	of	of	ADP
economy-2537	159	33	seeds	seed	NOUN
economy-2537	159	34	has	have	VERB
economy-2537	159	35	a	a	DET
economy-2537	159	36	positive	positive	ADJ
economy-2537	159	37	significant	significant	ADJ
economy-2537	159	38	effect	effect	NOUN
economy-2537	159	39	on	on	ADP
economy-2537	159	40	sorghum	sorghum	NOUN
economy-2537	159	41	output	output	NOUN
economy-2537	159	42	.	.	PUNCT
economy-2537	160	1	the	the	DET
economy-2537	160	2	results	result	NOUN
economy-2537	160	3	further	far	ADV
economy-2537	160	4	postulated	postulate	VERB
economy-2537	160	5	that	that	SCONJ
economy-2537	160	6	continuous	continuous	ADJ
economy-2537	160	7	use	use	NOUN
economy-2537	160	8	of	of	ADP
economy-2537	160	9	labour	labour	NOUN
economy-2537	160	10	has	have	VERB
economy-2537	160	11	a	a	DET
economy-2537	160	12	significant	significant	ADJ
economy-2537	160	13	negative	negative	ADJ
economy-2537	160	14	influence	influence	NOUN
economy-2537	160	15	on	on	ADP
economy-2537	160	16	sorghum	sorghum	NOUN
economy-2537	160	17	output	output	NOUN
economy-2537	160	18	,	,	PUNCT
economy-2537	160	19	whilst	whilst	SCONJ
economy-2537	160	20	the	the	DET
economy-2537	160	21	continuous	continuous	ADJ
economy-2537	160	22	use	use	NOUN
economy-2537	160	23	of	of	ADP
economy-2537	160	24	fertilizer	fertilizer	NOUN
economy-2537	160	25	,	,	PUNCT
economy-2537	160	26	weedicide	weedicide	ADJ
economy-2537	160	27	and	and	CCONJ
economy-2537	160	28	farm	farm	NOUN
economy-2537	160	29	size	size	NOUN
economy-2537	160	30	has	have	VERB
economy-2537	160	31	no	no	DET
economy-2537	160	32	significant	significant	ADJ
economy-2537	160	33	effect	effect	NOUN
economy-2537	160	34	on	on	ADP
economy-2537	160	35	output	output	NOUN
economy-2537	160	36	.	.	PUNCT
economy-2537	161	1	results	result	NOUN
economy-2537	161	2	in	in	ADP
economy-2537	161	3	table	table	NOUN
economy-2537	161	4	4	4	NUM
economy-2537	161	5	also	also	ADV
economy-2537	161	6	shows	show	VERB
economy-2537	161	7	that	that	SCONJ
economy-2537	161	8	there	there	PRON
economy-2537	161	9	is	be	VERB
economy-2537	161	10	significant	significant	ADJ
economy-2537	161	11	input	input	NOUN
economy-2537	161	12	complementary	complementary	ADJ
economy-2537	161	13	effect	effect	NOUN
economy-2537	161	14	between	between	ADP
economy-2537	161	15	“	"	PUNCT
economy-2537	161	16	weedicide	weedicide	ADJ
economy-2537	161	17	and	and	CCONJ
economy-2537	161	18	fertilizer	fertilizer	NOUN
economy-2537	161	19	”	"	PUNCT
economy-2537	161	20	,	,	PUNCT
economy-2537	161	21	“	"	PUNCT
economy-2537	161	22	labour	labour	NOUN
economy-2537	161	23	and	and	CCONJ
economy-2537	161	24	farm	farm	NOUN
economy-2537	161	25	size	size	NOUN
economy-2537	161	26	”	"	PUNCT
economy-2537	161	27	and	and	CCONJ
economy-2537	161	28	“	"	PUNCT
economy-2537	161	29	seed	seed	NOUN
economy-2537	161	30	and	and	CCONJ
economy-2537	161	31	labour	labour	NOUN
economy-2537	161	32	”	"	PUNCT
economy-2537	161	33	“	"	PUNCT
economy-2537	161	34	seed	seed	NOUN
economy-2537	161	35	and	and	CCONJ
economy-2537	161	36	farm	farm	NOUN
economy-2537	161	37	size	size	NOUN
economy-2537	161	38	”	"	PUNCT
economy-2537	161	39	,	,	PUNCT
economy-2537	161	40	“	"	PUNCT
economy-2537	161	41	fertilizer	fertilizer	NOUN
economy-2537	161	42	and	and	CCONJ
economy-2537	161	43	farm	farm	NOUN
economy-2537	161	44	size	size	NOUN
economy-2537	161	45	”	"	PUNCT
economy-2537	161	46	,	,	PUNCT
economy-2537	161	47	“	"	PUNCT
economy-2537	161	48	seed	seed	NOUN
economy-2537	161	49	and	and	CCONJ
economy-2537	161	50	fertilizer	fertilizer	NOUN
economy-2537	161	51	”	"	PUNCT
economy-2537	161	52	in	in	ADP
economy-2537	161	53	sorghum	sorghum	NOUN
economy-2537	161	54	production	production	NOUN
economy-2537	161	55	in	in	ADP
economy-2537	161	56	the	the	DET
economy-2537	161	57	study	study	NOUN
economy-2537	161	58	area	area	NOUN
economy-2537	161	59	.	.	PUNCT
economy-2537	162	1	this	this	PRON
economy-2537	162	2	means	mean	VERB
economy-2537	162	3	that	that	SCONJ
economy-2537	162	4	a	a	DET
economy-2537	162	5	joint	joint	ADJ
economy-2537	162	6	increase	increase	NOUN
economy-2537	162	7	in	in	ADP
economy-2537	162	8	the	the	DET
economy-2537	162	9	level	level	NOUN
economy-2537	162	10	of	of	ADP
economy-2537	162	11	these	these	DET
economy-2537	162	12	factors	factor	NOUN
economy-2537	162	13	will	will	AUX
economy-2537	162	14	lead	lead	VERB
economy-2537	162	15	to	to	ADP
economy-2537	162	16	an	an	DET
economy-2537	162	17	increase	increase	NOUN
economy-2537	162	18	in	in	ADP
economy-2537	162	19	output	output	NOUN
economy-2537	162	20	.	.	PUNCT
economy-2537	163	1	“	"	PUNCT
economy-2537	163	2	seed	seed	NOUN
economy-2537	163	3	and	and	CCONJ
economy-2537	163	4	farm	farm	NOUN
economy-2537	163	5	size	size	NOUN
economy-2537	163	6	”	"	PUNCT
economy-2537	163	7	and	and	CCONJ
economy-2537	163	8	“	"	PUNCT
economy-2537	163	9	seed	seed	NOUN
economy-2537	163	10	and	and	CCONJ
economy-2537	163	11	fertilizer	fertilizer	NOUN
economy-2537	163	12	”	"	PUNCT
economy-2537	163	13	were	be	AUX
economy-2537	163	14	found	find	VERB
economy-2537	163	15	to	to	PART
economy-2537	163	16	be	be	AUX
economy-2537	163	17	substitutes	substitute	NOUN
economy-2537	163	18	in	in	ADP
economy-2537	163	19	sorghum	sorghum	NOUN
economy-2537	163	20	production	production	NOUN
economy-2537	163	21	.	.	PUNCT
economy-2537	164	1	this	this	PRON
economy-2537	164	2	indicates	indicate	VERB
economy-2537	164	3	that	that	SCONJ
economy-2537	164	4	an	an	DET
economy-2537	164	5	increase	increase	NOUN
economy-2537	164	6	in	in	ADP
economy-2537	164	7	one	one	NUM
economy-2537	164	8	of	of	ADP
economy-2537	164	9	the	the	DET
economy-2537	164	10	variables	variable	NOUN
economy-2537	164	11	must	must	AUX
economy-2537	164	12	be	be	AUX
economy-2537	164	13	accompanied	accompany	VERB
economy-2537	164	14	by	by	ADP
economy-2537	164	15	a	a	DET
economy-2537	164	16	decrease	decrease	NOUN
economy-2537	164	17	in	in	ADP
economy-2537	164	18	the	the	DET
economy-2537	164	19	other	other	ADJ
economy-2537	164	20	.	.	PUNCT
economy-2537	165	1	3.3	3.3	NUM
economy-2537	165	2	.	.	PUNCT
economy-2537	166	1	determinants	determinant	NOUN
economy-2537	166	2	of	of	ADP
economy-2537	166	3	technical	technical	ADJ
economy-2537	166	4	efficiency	efficiency	NOUN
economy-2537	166	5	the	the	DET
economy-2537	166	6	results	result	NOUN
economy-2537	166	7	presented	present	VERB
economy-2537	166	8	in	in	ADP
economy-2537	166	9	table	table	NOUN
economy-2537	166	10	5	5	NUM
economy-2537	166	11	identified	identify	VERB
economy-2537	166	12	the	the	DET
economy-2537	166	13	factors	factor	NOUN
economy-2537	166	14	influencing	influence	VERB
economy-2537	166	15	technical	technical	ADJ
economy-2537	166	16	efficiency	efficiency	NOUN
economy-2537	166	17	in	in	ADP
economy-2537	166	18	sorghum	sorghum	NOUN
economy-2537	166	19	production	production	NOUN
economy-2537	166	20	.	.	PUNCT
economy-2537	167	1	from	from	ADP
economy-2537	167	2	the	the	DET
economy-2537	167	3	table	table	NOUN
economy-2537	167	4	,	,	PUNCT
economy-2537	167	5	age	age	NOUN
economy-2537	167	6	,	,	PUNCT
economy-2537	167	7	level	level	NOUN
economy-2537	167	8	of	of	ADP
economy-2537	167	9	education	education	NOUN
economy-2537	167	10	,	,	PUNCT
economy-2537	167	11	farmer	farmer	NOUN
economy-2537	167	12	association	association	PROPN
economy-2537	167	13	,	,	PUNCT
economy-2537	167	14	household	household	NOUN
economy-2537	167	15	size	size	NOUN
economy-2537	167	16	,	,	PUNCT
economy-2537	167	17	experience	experience	NOUN
economy-2537	167	18	,	,	PUNCT
economy-2537	167	19	seed	seed	NOUN
economy-2537	167	20	variety	variety	NOUN
economy-2537	167	21	,	,	PUNCT
economy-2537	167	22	access	access	NOUN
economy-2537	167	23	to	to	ADP
economy-2537	167	24	extension	extension	NOUN
economy-2537	167	25	,	,	PUNCT
economy-2537	167	26	access	access	NOUN
economy-2537	167	27	to	to	ADP
economy-2537	167	28	credit	credit	NOUN
economy-2537	167	29	,	,	PUNCT
economy-2537	167	30	and	and	CCONJ
economy-2537	167	31	access	access	NOUN
economy-2537	167	32	to	to	ADP
economy-2537	167	33	market	market	NOUN
economy-2537	167	34	as	as	ADV
economy-2537	167	35	well	well	ADV
economy-2537	167	36	as	as	ADP
economy-2537	167	37	the	the	DET
economy-2537	167	38	distance	distance	NOUN
economy-2537	167	39	to	to	ADP
economy-2537	167	40	the	the	DET
economy-2537	167	41	market	market	NOUN
economy-2537	167	42	were	be	AUX
economy-2537	167	43	significant	significant	ADJ
economy-2537	167	44	determinants	determinant	NOUN
economy-2537	167	45	of	of	ADP
economy-2537	167	46	technical	technical	ADJ
economy-2537	167	47	efficiency	efficiency	NOUN
economy-2537	167	48	in	in	ADP
economy-2537	167	49	the	the	DET
economy-2537	167	50	study	study	NOUN
economy-2537	167	51	area	area	NOUN
economy-2537	167	52	.	.	PUNCT
economy-2537	168	1	whereas	whereas	SCONJ
economy-2537	168	2	age	age	NOUN
economy-2537	168	3	,	,	PUNCT
economy-2537	168	4	access	access	NOUN
economy-2537	168	5	to	to	ADP
economy-2537	168	6	credit	credit	NOUN
economy-2537	168	7	,	,	PUNCT
economy-2537	168	8	access	access	NOUN
economy-2537	168	9	to	to	ADP
economy-2537	168	10	market	market	NOUN
economy-2537	168	11	,	,	PUNCT
economy-2537	168	12	variety	variety	NOUN
economy-2537	168	13	and	and	CCONJ
economy-2537	168	14	distance	distance	NOUN
economy-2537	168	15	from	from	ADP
economy-2537	168	16	farm	farm	NOUN
economy-2537	168	17	to	to	ADP
economy-2537	168	18	market	market	NOUN
economy-2537	168	19	centre	centre	NOUN
economy-2537	168	20	were	be	AUX
economy-2537	168	21	found	find	VERB
economy-2537	168	22	to	to	PART
economy-2537	168	23	significantly	significantly	ADV
economy-2537	168	24	reduce	reduce	VERB
economy-2537	168	25	the	the	DET
economy-2537	168	26	technical	technical	ADJ
economy-2537	168	27	efficiency	efficiency	NOUN
economy-2537	168	28	level	level	NOUN
economy-2537	168	29	of	of	ADP
economy-2537	168	30	farmers	farmer	NOUN
economy-2537	168	31	.	.	PUNCT
economy-2537	169	1	other	other	ADJ
economy-2537	169	2	variables	variable	NOUN
economy-2537	169	3	such	such	ADJ
economy-2537	169	4	as	as	ADP
economy-2537	169	5	level	level	NOUN
economy-2537	169	6	of	of	ADP
economy-2537	169	7	education	education	NOUN
economy-2537	169	8	,	,	PUNCT
economy-2537	169	9	farmer	farmer	NOUN
economy-2537	169	10	association	association	PROPN
economy-2537	169	11	,	,	PUNCT
economy-2537	169	12	household	household	NOUN
economy-2537	169	13	size	size	NOUN
economy-2537	169	14	,	,	PUNCT
economy-2537	169	15	experience	experience	NOUN
economy-2537	169	16	and	and	CCONJ
economy-2537	169	17	access	access	NOUN
economy-2537	169	18	to	to	ADP
economy-2537	169	19	the	the	DET
economy-2537	169	20	extension	extension	NOUN
economy-2537	169	21	were	be	AUX
economy-2537	169	22	found	find	VERB
economy-2537	169	23	to	to	PART
economy-2537	169	24	significantly	significantly	ADV
economy-2537	169	25	increase	increase	VERB
economy-2537	169	26	the	the	DET
economy-2537	169	27	technical	technical	ADJ
economy-2537	169	28	efficiency	efficiency	NOUN
economy-2537	169	29	level	level	NOUN
economy-2537	169	30	of	of	ADP
economy-2537	169	31	the	the	DET
economy-2537	169	32	farmers	farmer	NOUN
economy-2537	169	33	.	.	PUNCT
economy-2537	170	1	the	the	DET
economy-2537	170	2	results	result	NOUN
economy-2537	170	3	show	show	VERB
economy-2537	170	4	that	that	SCONJ
economy-2537	170	5	the	the	DET
economy-2537	170	6	coefficient	coefficient	NOUN
economy-2537	170	7	of	of	ADP
economy-2537	170	8	age	age	NOUN
economy-2537	170	9	was	be	AUX
economy-2537	170	10	positive	positive	ADJ
economy-2537	170	11	and	and	CCONJ
economy-2537	170	12	significant	significant	ADJ
economy-2537	170	13	at	at	ADP
economy-2537	170	14	10	10	NUM
economy-2537	170	15	%	%	NOUN
economy-2537	170	16	.	.	PUNCT
economy-2537	171	1	this	this	PRON
economy-2537	171	2	shows	show	VERB
economy-2537	171	3	that	that	SCONJ
economy-2537	171	4	as	as	ADP
economy-2537	171	5	the	the	DET
economy-2537	171	6	age	age	NOUN
economy-2537	171	7	of	of	ADP
economy-2537	171	8	a	a	DET
economy-2537	171	9	farmer	farmer	NOUN
economy-2537	171	10	increases	increase	VERB
economy-2537	171	11	by	by	ADP
economy-2537	171	12	a	a	DET
economy-2537	171	13	year	year	NOUN
economy-2537	171	14	,	,	PUNCT
economy-2537	171	15	technical	technical	ADJ
economy-2537	171	16	efficiency	efficiency	NOUN
economy-2537	171	17	decreases	decrease	VERB
economy-2537	171	18	accordingly	accordingly	ADV
economy-2537	171	19	.	.	PUNCT
economy-2537	172	1	the	the	DET
economy-2537	172	2	reason	reason	NOUN
economy-2537	172	3	for	for	ADP
economy-2537	172	4	this	this	PRON
economy-2537	172	5	may	may	AUX
economy-2537	172	6	be	be	AUX
economy-2537	172	7	because	because	SCONJ
economy-2537	172	8	,	,	PUNCT
economy-2537	172	9	as	as	SCONJ
economy-2537	172	10	the	the	DET
economy-2537	172	11	farmer	farmer	NOUN
economy-2537	172	12	increases	increase	VERB
economy-2537	172	13	in	in	ADP
economy-2537	172	14	age	age	NOUN
economy-2537	172	15	,	,	PUNCT
economy-2537	172	16	he	he	PRON
economy-2537	172	17	becomes	become	VERB
economy-2537	172	18	weak	weak	ADJ
economy-2537	172	19	in	in	ADP
economy-2537	172	20	terms	term	NOUN
economy-2537	172	21	of	of	ADP
economy-2537	172	22	carrying	carry	VERB
economy-2537	172	23	out	out	ADP
economy-2537	172	24	farm	farm	NOUN
economy-2537	172	25	operations	operation	NOUN
economy-2537	172	26	thus	thus	ADV
economy-2537	172	27	decreasing	decrease	VERB
economy-2537	172	28	technical	technical	ADJ
economy-2537	172	29	efficiency	efficiency	NOUN
economy-2537	172	30	.	.	PUNCT
economy-2537	173	1	this	this	DET
economy-2537	173	2	outcome	outcome	NOUN
economy-2537	173	3	is	be	AUX
economy-2537	173	4	similar	similar	ADJ
economy-2537	173	5	to	to	ADP
economy-2537	173	6	the	the	DET
economy-2537	173	7	finding	finding	NOUN
economy-2537	173	8	of	of	ADP
economy-2537	173	9	katungwe	katungwe	PROPN
economy-2537	173	10	,	,	PUNCT
economy-2537	173	11	elepu	elepu	NOUN
economy-2537	173	12	,	,	PUNCT
economy-2537	173	13	and	and	CCONJ
economy-2537	173	14	dzanja	dzanja	ADJ
economy-2537	173	15	(	(	PUNCT
economy-2537	173	16	2017	2017	NUM
economy-2537	173	17	)	)	PUNCT
economy-2537	173	18	and	and	CCONJ
economy-2537	173	19	kusse	kusse	PROPN
economy-2537	173	20	,	,	PUNCT
economy-2537	173	21	gemeyida	gemeyida	PROPN
economy-2537	173	22	,	,	PUNCT
economy-2537	173	23	and	and	CCONJ
economy-2537	173	24	haji	haji	PROPN
economy-2537	173	25	(	(	PUNCT
economy-2537	173	26	2019	2019	NUM
economy-2537	173	27	)	)	PUNCT
economy-2537	173	28	but	but	CCONJ
economy-2537	173	29	contradicts	contradict	VERB
economy-2537	173	30	the	the	DET
economy-2537	173	31	finding	finding	NOUN
economy-2537	173	32	of	of	ADP
economy-2537	173	33	abdul	abdul	PROPN
economy-2537	173	34	-	-	PUNCT
economy-2537	173	35	rahaman	rahaman	NOUN
economy-2537	173	36	(	(	PUNCT
economy-2537	173	37	2016	2016	NUM
economy-2537	173	38	)	)	PUNCT
economy-2537	173	39	who	who	PRON
economy-2537	173	40	found	find	VERB
economy-2537	173	41	age	age	NOUN
economy-2537	173	42	to	to	PART
economy-2537	173	43	have	have	VERB
economy-2537	173	44	a	a	DET
economy-2537	173	45	positive	positive	ADJ
economy-2537	173	46	significant	significant	ADJ
economy-2537	173	47	influence	influence	NOUN
economy-2537	173	48	on	on	ADP
economy-2537	173	49	technical	technical	ADJ
economy-2537	173	50	efficiency	efficiency	NOUN
economy-2537	173	51	.	.	PUNCT
economy-2537	174	1	the	the	DET
economy-2537	174	2	coefficient	coefficient	NOUN
economy-2537	174	3	of	of	ADP
economy-2537	174	4	the	the	DET
economy-2537	174	5	level	level	NOUN
economy-2537	174	6	of	of	ADP
economy-2537	174	7	education	education	NOUN
economy-2537	174	8	variable	variable	NOUN
economy-2537	174	9	was	be	AUX
economy-2537	174	10	negative	negative	ADJ
economy-2537	174	11	and	and	CCONJ
economy-2537	174	12	significant	significant	ADJ
economy-2537	174	13	at	at	ADP
economy-2537	174	14	5	5	NUM
economy-2537	174	15	%	%	NOUN
economy-2537	174	16	.	.	PUNCT
economy-2537	175	1	this	this	PRON
economy-2537	175	2	implies	imply	VERB
economy-2537	175	3	that	that	SCONJ
economy-2537	175	4	technical	technical	ADJ
economy-2537	175	5	efficiency	efficiency	NOUN
economy-2537	175	6	increases	increase	VERB
economy-2537	175	7	as	as	ADP
economy-2537	175	8	the	the	DET
economy-2537	175	9	level	level	NOUN
economy-2537	175	10	of	of	ADP
economy-2537	175	11	education	education	NOUN
economy-2537	175	12	of	of	ADP
economy-2537	175	13	the	the	DET
economy-2537	175	14	farmer	farmer	NOUN
economy-2537	175	15	increases	increase	VERB
economy-2537	175	16	.	.	PUNCT
economy-2537	176	1	education	education	NOUN
economy-2537	176	2	plays	play	VERB
economy-2537	176	3	a	a	DET
economy-2537	176	4	vital	vital	ADJ
economy-2537	176	5	role	role	NOUN
economy-2537	176	6	in	in	ADP
economy-2537	176	7	enhancing	enhance	VERB
economy-2537	176	8	agricultural	agricultural	ADJ
economy-2537	176	9	productivity	productivity	NOUN
economy-2537	176	10	.	.	PUNCT
economy-2537	177	1	for	for	ADP
economy-2537	177	2	example	example	NOUN
economy-2537	177	3	,	,	PUNCT
economy-2537	177	4	farmers	farmer	NOUN
economy-2537	177	5	who	who	PRON
economy-2537	177	6	have	have	VERB
economy-2537	177	7	access	access	NOUN
economy-2537	177	8	to	to	ADP
economy-2537	177	9	education	education	NOUN
economy-2537	177	10	usually	usually	ADV
economy-2537	177	11	have	have	VERB
economy-2537	177	12	better	well	ADJ
economy-2537	177	13	access	access	NOUN
economy-2537	177	14	to	to	ADP
economy-2537	177	15	information	information	NOUN
economy-2537	177	16	about	about	ADP
economy-2537	177	17	farming	farming	NOUN
economy-2537	177	18	technologies	technology	NOUN
economy-2537	177	19	and	and	CCONJ
economy-2537	177	20	how	how	SCONJ
economy-2537	177	21	they	they	PRON
economy-2537	177	22	are	be	AUX
economy-2537	177	23	used	use	VERB
economy-2537	177	24	.	.	PUNCT
economy-2537	178	1	education	education	NOUN
economy-2537	178	2	is	be	AUX
economy-2537	178	3	assumed	assume	VERB
economy-2537	178	4	to	to	PART
economy-2537	178	5	increase	increase	VERB
economy-2537	178	6	the	the	DET
economy-2537	178	7	farmer	farmer	NOUN
economy-2537	178	8	’s	’s	PART
economy-2537	178	9	capability	capability	NOUN
economy-2537	178	10	to	to	PART
economy-2537	178	11	apply	apply	VERB
economy-2537	178	12	existing	exist	VERB
economy-2537	178	13	technologies	technology	NOUN
economy-2537	178	14	and	and	CCONJ
economy-2537	178	15	achieve	achieve	VERB
economy-2537	178	16	higher	high	ADJ
economy-2537	178	17	efficiency	efficiency	NOUN
economy-2537	178	18	levels	level	NOUN
economy-2537	178	19	(	(	PUNCT
economy-2537	178	20	battese	battese	PROPN
economy-2537	178	21	&	&	CCONJ
economy-2537	178	22	coelli	coelli	PROPN
economy-2537	178	23	,	,	PUNCT
economy-2537	178	24	1995	1995	NUM
economy-2537	178	25	)	)	PUNCT
economy-2537	178	26	.	.	PUNCT
economy-2537	179	1	this	this	PRON
economy-2537	179	2	agrees	agree	VERB
economy-2537	179	3	to	to	ADP
economy-2537	179	4	the	the	DET
economy-2537	179	5	results	result	NOUN
economy-2537	179	6	of	of	ADP
economy-2537	179	7	donkoh	donkoh	NOUN
economy-2537	179	8	(	(	PUNCT
economy-2537	179	9	2013	2013	NUM
economy-2537	179	10	)	)	PUNCT
economy-2537	179	11	and	and	CCONJ
economy-2537	179	12	konja	konja	ADJ
economy-2537	179	13	et	et	PROPN
economy-2537	179	14	al	al	PROPN
economy-2537	179	15	.	.	PROPN
economy-2537	180	1	(	(	PUNCT
economy-2537	180	2	2019	2019	NUM
economy-2537	180	3	)	)	PUNCT
economy-2537	181	1	but	but	CCONJ
economy-2537	181	2	opposes	oppose	VERB
economy-2537	181	3	the	the	DET
economy-2537	181	4	finding	finding	NOUN
economy-2537	181	5	(	(	PUNCT
economy-2537	181	6	ahmad	ahmad	PROPN
economy-2537	181	7	&	&	CCONJ
economy-2537	181	8	singh	singh	PROPN
economy-2537	181	9	,	,	PUNCT
economy-2537	181	10	2018	2018	NUM
economy-2537	181	11	)	)	PUNCT
economy-2537	181	12	who	who	PRON
economy-2537	181	13	found	find	VERB
economy-2537	181	14	education	education	NOUN
economy-2537	181	15	to	to	PART
economy-2537	181	16	have	have	VERB
economy-2537	181	17	a	a	DET
economy-2537	181	18	negative	negative	ADJ
economy-2537	181	19	relationship	relationship	NOUN
economy-2537	181	20	with	with	ADP
economy-2537	181	21	technical	technical	ADJ
economy-2537	181	22	efficiency	efficiency	NOUN
economy-2537	181	23	.	.	PUNCT
economy-2537	182	1	the	the	DET
economy-2537	182	2	coefficient	coefficient	NOUN
economy-2537	182	3	of	of	ADP
economy-2537	182	4	farmer	farmer	NOUN
economy-2537	182	5	association	association	PROPN
economy-2537	182	6	was	be	AUX
economy-2537	182	7	found	find	VERB
economy-2537	182	8	to	to	PART
economy-2537	182	9	be	be	AUX
economy-2537	182	10	negative	negative	ADJ
economy-2537	182	11	and	and	CCONJ
economy-2537	182	12	significant	significant	ADJ
economy-2537	182	13	at	at	ADP
economy-2537	182	14	1	1	NUM
economy-2537	182	15	%	%	NOUN
economy-2537	182	16	.	.	PUNCT
economy-2537	183	1	this	this	PRON
economy-2537	183	2	implies	imply	VERB
economy-2537	183	3	that	that	SCONJ
economy-2537	183	4	members	member	NOUN
economy-2537	183	5	of	of	ADP
economy-2537	183	6	farmer	farmer	NOUN
economy-2537	183	7	association	association	PROPN
economy-2537	183	8	are	be	AUX
economy-2537	183	9	more	more	ADV
economy-2537	183	10	technically	technically	ADV
economy-2537	183	11	efficient	efficient	ADJ
economy-2537	183	12	than	than	ADP
economy-2537	183	13	non	non	NOUN
economy-2537	183	14	-	-	NOUN
economy-2537	183	15	members	member	NOUN
economy-2537	183	16	of	of	ADP
economy-2537	183	17	farmer	farmer	NOUN
economy-2537	183	18	association	association	PROPN
economy-2537	183	19	.	.	PUNCT
economy-2537	184	1	this	this	PRON
economy-2537	184	2	could	could	AUX
economy-2537	184	3	be	be	AUX
economy-2537	184	4	because	because	SCONJ
economy-2537	184	5	farmer	farmer	NOUN
economy-2537	184	6	association	association	NOUN
economy-2537	184	7	members	member	NOUN
economy-2537	184	8	receive	receive	VERB
economy-2537	184	9	input	input	NOUN
economy-2537	184	10	and	and	CCONJ
economy-2537	184	11	support	support	NOUN
economy-2537	184	12	services	service	NOUN
economy-2537	184	13	from	from	ADP
economy-2537	184	14	many	many	ADJ
economy-2537	184	15	donors	donor	NOUN
economy-2537	184	16	and	and	CCONJ
economy-2537	184	17	ngos	ngos	PROPN
economy-2537	184	18	(	(	PUNCT
economy-2537	184	19	danso	danso	NOUN
economy-2537	184	20	-	-	PUNCT
economy-2537	184	21	abbeam	abbeam	NOUN
economy-2537	184	22	.	.	PUNCT
economy-2537	185	1	et	et	PROPN
economy-2537	185	2	al	al	PROPN
economy-2537	185	3	.	.	PROPN
economy-2537	185	4	,	,	PUNCT
economy-2537	185	5	2015	2015	NUM
economy-2537	185	6	)	)	PUNCT
economy-2537	185	7	.	.	PUNCT
economy-2537	186	1	farmers	farmer	NOUN
economy-2537	186	2	who	who	PRON
economy-2537	186	3	belong	belong	VERB
economy-2537	186	4	to	to	ADP
economy-2537	186	5	farmer	farmer	NOUN
economy-2537	186	6	associations	association	NOUN
economy-2537	186	7	were	be	AUX
economy-2537	186	8	expected	expect	VERB
economy-2537	186	9	to	to	PART
economy-2537	186	10	benefit	benefit	VERB
economy-2537	186	11	from	from	ADP
economy-2537	186	12	better	well	ADJ
economy-2537	186	13	access	access	NOUN
economy-2537	186	14	to	to	ADP
economy-2537	186	15	inputs	input	NOUN
economy-2537	186	16	such	such	ADJ
economy-2537	186	17	as	as	ADP
economy-2537	186	18	improved	improve	VERB
economy-2537	186	19	sorghum	sorghum	NOUN
economy-2537	186	20	varieties	variety	NOUN
economy-2537	186	21	and	and	CCONJ
economy-2537	186	22	information	information	NOUN
economy-2537	186	23	on	on	ADP
economy-2537	186	24	improved	improved	ADJ
economy-2537	186	25	farming	farming	NOUN
economy-2537	186	26	practices	practice	NOUN
economy-2537	186	27	.	.	PUNCT
economy-2537	187	1	similar	similar	ADJ
economy-2537	187	2	results	result	NOUN
economy-2537	187	3	were	be	AUX
economy-2537	187	4	also	also	ADV
economy-2537	187	5	realized	realize	VERB
economy-2537	187	6	by	by	ADP
economy-2537	187	7	konja	konja	PROPN
economy-2537	187	8	et	et	PROPN
economy-2537	187	9	al	al	PROPN
economy-2537	187	10	.	.	PROPN
economy-2537	188	1	(	(	PUNCT
economy-2537	188	2	2019	2019	NUM
economy-2537	188	3	)	)	PUNCT
economy-2537	188	4	and	and	CCONJ
economy-2537	188	5	contrary	contrary	ADJ
economy-2537	188	6	to	to	ADP
economy-2537	188	7	the	the	DET
economy-2537	188	8	finding	finding	NOUN
economy-2537	188	9	of	of	ADP
economy-2537	188	10	danso	danso	NOUN
economy-2537	188	11	-	-	PUNCT
economy-2537	188	12	abbeam	abbeam	NOUN
economy-2537	188	13	.	.	PUNCT
economy-2537	189	1	et	et	PROPN
economy-2537	189	2	al	al	PROPN
economy-2537	189	3	.	.	PROPN
economy-2537	190	1	(	(	PUNCT
economy-2537	190	2	2015	2015	NUM
economy-2537	190	3	)	)	PUNCT
economy-2537	190	4	and	and	CCONJ
economy-2537	190	5	abdul	abdul	PROPN
economy-2537	190	6	-	-	PUNCT
economy-2537	190	7	rahaman	rahaman	NOUN
economy-2537	190	8	(	(	PUNCT
economy-2537	190	9	2016	2016	NUM
economy-2537	190	10	)	)	PUNCT
economy-2537	190	11	who	who	PRON
economy-2537	190	12	found	find	VERB
economy-2537	190	13	it	it	PRON
economy-2537	190	14	to	to	PART
economy-2537	190	15	have	have	VERB
economy-2537	190	16	a	a	DET
economy-2537	190	17	negative	negative	ADJ
economy-2537	190	18	association	association	NOUN
economy-2537	190	19	with	with	ADP
economy-2537	190	20	technical	technical	ADJ
economy-2537	190	21	efficiency	efficiency	NOUN
economy-2537	190	22	.	.	PUNCT
economy-2537	191	1	the	the	DET
economy-2537	191	2	parameter	parameter	NOUN
economy-2537	191	3	estimate	estimate	NOUN
economy-2537	191	4	of	of	ADP
economy-2537	191	5	experience	experience	NOUN
economy-2537	191	6	was	be	AUX
economy-2537	191	7	also	also	ADV
economy-2537	191	8	found	find	VERB
economy-2537	191	9	to	to	PART
economy-2537	191	10	be	be	AUX
economy-2537	191	11	negative	negative	ADJ
economy-2537	191	12	and	and	CCONJ
economy-2537	191	13	statistically	statistically	ADV
economy-2537	191	14	significant	significant	ADJ
economy-2537	191	15	at	at	ADP
economy-2537	191	16	1	1	NUM
economy-2537	191	17	%	%	NOUN
economy-2537	191	18	.	.	PUNCT
economy-2537	192	1	this	this	PRON
economy-2537	192	2	shows	show	VERB
economy-2537	192	3	that	that	SCONJ
economy-2537	192	4	as	as	SCONJ
economy-2537	192	5	years	year	NOUN
economy-2537	192	6	pass	pass	VERB
economy-2537	192	7	with	with	ADP
economy-2537	192	8	continuous	continuous	ADJ
economy-2537	192	9	sorghum	sorghum	NOUN
economy-2537	192	10	farming	farming	NOUN
economy-2537	192	11	,	,	PUNCT
economy-2537	192	12	farming	farming	NOUN
economy-2537	192	13	experience	experience	NOUN
economy-2537	192	14	tends	tend	VERB
economy-2537	192	15	to	to	PART
economy-2537	192	16	improve	improve	VERB
economy-2537	192	17	farmers	farmer	NOUN
economy-2537	192	18	ability	ability	NOUN
economy-2537	192	19	to	to	PART
economy-2537	192	20	do	do	AUX
economy-2537	192	21	better	well	ADV
economy-2537	192	22	,	,	PUNCT
economy-2537	192	23	thus	thus	ADV
economy-2537	192	24	they	they	PRON
economy-2537	192	25	better	well	ADJ
economy-2537	192	26	their	their	PRON
economy-2537	192	27	technical	technical	ADJ
economy-2537	192	28	efficiency	efficiency	NOUN
economy-2537	192	29	.	.	PUNCT
economy-2537	193	1	farmers	farmer	NOUN
economy-2537	193	2	with	with	ADP
economy-2537	193	3	more	more	ADJ
economy-2537	193	4	years	year	NOUN
economy-2537	193	5	of	of	ADP
economy-2537	193	6	farming	farming	NOUN
economy-2537	193	7	experience	experience	NOUN
economy-2537	193	8	are	be	AUX
economy-2537	193	9	better	well	ADV
economy-2537	193	10	placed	place	VERB
economy-2537	193	11	to	to	PART
economy-2537	193	12	acquire	acquire	VERB
economy-2537	193	13	knowledge	knowledge	NOUN
economy-2537	193	14	and	and	CCONJ
economy-2537	193	15	skills	skill	NOUN
economy-2537	193	16	necessary	necessary	ADJ
economy-2537	193	17	for	for	ADP
economy-2537	193	18	choosing	choose	VERB
economy-2537	193	19	appropriate	appropriate	ADJ
economy-2537	193	20	new	new	ADJ
economy-2537	193	21	farm	farm	NOUN
economy-2537	193	22	technologies	technology	NOUN
economy-2537	193	23	over	over	ADP
economy-2537	193	24	times	time	NOUN
economy-2537	193	25	.	.	PUNCT
economy-2537	194	1	this	this	PRON
economy-2537	194	2	conforms	conform	VERB
economy-2537	194	3	to	to	ADP
economy-2537	194	4	the	the	DET
economy-2537	194	5	results	result	NOUN
economy-2537	194	6	of	of	ADP
economy-2537	194	7	danso	danso	NOUN
economy-2537	194	8	-	-	PUNCT
economy-2537	194	9	abbeam	abbeam	NOUN
economy-2537	194	10	.	.	PUNCT
economy-2537	195	1	et	et	PROPN
economy-2537	195	2	al	al	PROPN
economy-2537	195	3	.	.	PROPN
economy-2537	196	1	(	(	PUNCT
economy-2537	196	2	2015	2015	NUM
economy-2537	196	3	)	)	PUNCT
economy-2537	196	4	but	but	CCONJ
economy-2537	196	5	contrary	contrary	ADV
economy-2537	196	6	to	to	ADP
economy-2537	196	7	the	the	DET
economy-2537	196	8	result	result	NOUN
economy-2537	196	9	of	of	ADP
economy-2537	196	10	bempomaa	bempomaa	NOUN
economy-2537	196	11	(	(	PUNCT
economy-2537	196	12	2014	2014	NUM
economy-2537	196	13	)	)	PUNCT
economy-2537	196	14	who	who	PRON
economy-2537	196	15	found	find	VERB
economy-2537	196	16	the	the	DET
economy-2537	196	17	experience	experience	NOUN
economy-2537	196	18	to	to	PART
economy-2537	196	19	have	have	VERB
economy-2537	196	20	a	a	DET
economy-2537	196	21	negative	negative	ADJ
economy-2537	196	22	influence	influence	NOUN
economy-2537	196	23	on	on	ADP
economy-2537	196	24	technical	technical	ADJ
economy-2537	196	25	efficiency	efficiency	NOUN
economy-2537	196	26	.	.	PUNCT
economy-2537	197	1	the	the	DET
economy-2537	197	2	coefficient	coefficient	NOUN
economy-2537	197	3	of	of	ADP
economy-2537	197	4	household	household	NOUN
economy-2537	197	5	size	size	NOUN
economy-2537	197	6	was	be	AUX
economy-2537	197	7	negative	negative	ADJ
economy-2537	197	8	and	and	CCONJ
economy-2537	197	9	significant	significant	ADJ
economy-2537	197	10	at	at	ADP
economy-2537	197	11	10	10	NUM
economy-2537	197	12	%	%	NOUN
economy-2537	197	13	implying	imply	VERB
economy-2537	197	14	that	that	SCONJ
economy-2537	197	15	as	as	SCONJ
economy-2537	197	16	the	the	DET
economy-2537	197	17	household	household	NOUN
economy-2537	197	18	size	size	NOUN
economy-2537	197	19	increases	increase	VERB
economy-2537	197	20	the	the	DET
economy-2537	197	21	technical	technical	ADJ
economy-2537	197	22	efficiency	efficiency	NOUN
economy-2537	197	23	of	of	ADP
economy-2537	197	24	sorghum	sorghum	NOUN
economy-2537	197	25	production	production	NOUN
economy-2537	197	26	increases	increase	NOUN
economy-2537	197	27	as	as	ADV
economy-2537	197	28	well	well	ADV
economy-2537	197	29	.	.	PUNCT
economy-2537	198	1	it	it	PRON
economy-2537	198	2	is	be	AUX
economy-2537	198	3	possible	possible	ADJ
economy-2537	198	4	that	that	SCONJ
economy-2537	198	5	the	the	DET
economy-2537	198	6	household	household	NOUN
economy-2537	198	7	with	with	ADP
economy-2537	198	8	more	more	ADJ
economy-2537	198	9	members	member	NOUN
economy-2537	198	10	can	can	AUX
economy-2537	198	11	perform	perform	VERB
economy-2537	198	12	farming	farming	NOUN
economy-2537	198	13	activities	activity	NOUN
economy-2537	198	14	faster	fast	ADV
economy-2537	198	15	and	and	CCONJ
economy-2537	198	16	on	on	ADP
economy-2537	198	17	time	time	NOUN
economy-2537	198	18	(	(	PUNCT
economy-2537	198	19	kusse	kusse	NOUN
economy-2537	198	20	et	et	PROPN
economy-2537	198	21	al	al	PROPN
economy-2537	198	22	.	.	PROPN
economy-2537	198	23	,	,	PUNCT
economy-2537	198	24	2019	2019	NUM
economy-2537	198	25	)	)	PUNCT
economy-2537	198	26	.	.	PUNCT
economy-2537	199	1	sorghum	sorghum	NOUN
economy-2537	199	2	production	production	NOUN
economy-2537	199	3	is	be	AUX
economy-2537	199	4	labour	labour	NOUN
economy-2537	199	5	intensive	intensive	ADJ
economy-2537	199	6	in	in	ADP
economy-2537	199	7	this	this	DET
economy-2537	199	8	regard	regard	NOUN
economy-2537	199	9	,	,	PUNCT
economy-2537	199	10	the	the	DET
economy-2537	199	11	effect	effect	NOUN
economy-2537	199	12	of	of	ADP
economy-2537	199	13	household	household	NOUN
economy-2537	199	14	size	size	NOUN
economy-2537	199	15	on	on	ADP
economy-2537	199	16	technical	technical	ADJ
economy-2537	199	17	efficiency	efficiency	NOUN
economy-2537	199	18	can	can	AUX
economy-2537	199	19	not	not	PART
economy-2537	199	20	be	be	AUX
economy-2537	199	21	overemphasized	overemphasize	VERB
economy-2537	199	22	.	.	PUNCT
economy-2537	200	1	the	the	DET
economy-2537	200	2	coefficient	coefficient	NOUN
economy-2537	200	3	of	of	ADP
economy-2537	200	4	variety	variety	NOUN
economy-2537	200	5	was	be	AUX
economy-2537	200	6	positive	positive	ADJ
economy-2537	200	7	and	and	CCONJ
economy-2537	200	8	significant	significant	ADJ
economy-2537	200	9	at	at	ADP
economy-2537	200	10	10	10	NUM
economy-2537	200	11	%	%	NOUN
economy-2537	200	12	implying	imply	VERB
economy-2537	200	13	that	that	SCONJ
economy-2537	200	14	farmers	farmer	NOUN
economy-2537	200	15	using	use	VERB
economy-2537	200	16	an	an	DET
economy-2537	200	17	improved	improved	ADJ
economy-2537	200	18	variety	variety	NOUN
economy-2537	200	19	of	of	ADP
economy-2537	200	20	sorghum	sorghum	NOUN
economy-2537	200	21	,	,	PUNCT
economy-2537	200	22	tend	tend	VERB
economy-2537	200	23	to	to	PART
economy-2537	200	24	decrease	decrease	VERB
economy-2537	200	25	their	their	PRON
economy-2537	200	26	level	level	NOUN
economy-2537	200	27	of	of	ADP
economy-2537	200	28	technical	technical	ADJ
economy-2537	200	29	efficiency	efficiency	NOUN
economy-2537	200	30	(	(	PUNCT
economy-2537	200	31	sienso	sienso	PROPN
economy-2537	200	32	et	et	PROPN
economy-2537	200	33	al	al	PROPN
economy-2537	200	34	.	.	PROPN
economy-2537	200	35	,	,	PUNCT
economy-2537	200	36	2014	2014	NUM
economy-2537	200	37	)	)	PUNCT
economy-2537	200	38	.	.	PUNCT
economy-2537	201	1	this	this	PRON
economy-2537	201	2	could	could	AUX
economy-2537	201	3	be	be	AUX
economy-2537	201	4	due	due	ADJ
economy-2537	201	5	to	to	ADP
economy-2537	201	6	the	the	DET
economy-2537	201	7	fact	fact	NOUN
economy-2537	201	8	that	that	SCONJ
economy-2537	201	9	they	they	PRON
economy-2537	201	10	farmers	farmer	NOUN
economy-2537	201	11	are	be	AUX
economy-2537	201	12	n’t	not	PART
economy-2537	201	13	aware	aware	ADJ
economy-2537	201	14	of	of	ADP
economy-2537	201	15	the	the	DET
economy-2537	201	16	appropriate	appropriate	ADJ
economy-2537	201	17	agronomic	agronomic	ADJ
economy-2537	201	18	practices	practice	NOUN
economy-2537	201	19	to	to	PART
economy-2537	201	20	be	be	AUX
economy-2537	201	21	use	use	NOUN
economy-2537	201	22	with	with	ADP
economy-2537	201	23	the	the	DET
economy-2537	201	24	improved	improve	VERB
economy-2537	201	25	sorghum	sorghum	NOUN
economy-2537	201	26	varieties	variety	NOUN
economy-2537	201	27	in	in	ADP
economy-2537	201	28	order	order	NOUN
economy-2537	201	29	to	to	PART
economy-2537	201	30	ensure	ensure	VERB
economy-2537	201	31	maximum	maximum	ADJ
economy-2537	201	32	yield	yield	NOUN
economy-2537	201	33	.	.	PUNCT
economy-2537	202	1	access	access	NOUN
economy-2537	202	2	to	to	ADP
economy-2537	202	3	extension	extension	NOUN
economy-2537	202	4	services	service	NOUN
economy-2537	202	5	was	be	AUX
economy-2537	202	6	negative	negative	ADJ
economy-2537	202	7	and	and	CCONJ
economy-2537	202	8	statistically	statistically	ADV
economy-2537	202	9	significant	significant	ADJ
economy-2537	202	10	at	at	ADP
economy-2537	202	11	5	5	NUM
economy-2537	202	12	%	%	NOUN
economy-2537	202	13	indicating	indicate	VERB
economy-2537	202	14	that	that	SCONJ
economy-2537	202	15	the	the	PRON
economy-2537	202	16	more	more	ADV
economy-2537	202	17	the	the	DET
economy-2537	202	18	farmer	farmer	NOUN
economy-2537	202	19	had	have	VERB
economy-2537	202	20	extension	extension	NOUN
economy-2537	202	21	visit	visit	VERB
economy-2537	202	22	the	the	PRON
economy-2537	202	23	more	more	ADJ
economy-2537	203	1	he	he	PRON
economy-2537	203	2	/	/	SYM
economy-2537	204	1	she	she	PRON
economy-2537	204	2	becomes	become	VERB
economy-2537	204	3	technically	technically	ADV
economy-2537	204	4	efficient	efficient	ADJ
economy-2537	204	5	.	.	PUNCT
economy-2537	205	1	the	the	DET
economy-2537	205	2	constant	constant	ADJ
economy-2537	205	3	contact	contact	NOUN
economy-2537	205	4	enables	enable	VERB
economy-2537	205	5	the	the	DET
economy-2537	205	6	sharing	sharing	NOUN
economy-2537	205	7	of	of	ADP
economy-2537	205	8	new	new	ADJ
economy-2537	205	9	farming	farming	NOUN
economy-2537	205	10	methods	method	NOUN
economy-2537	205	11	between	between	ADP
economy-2537	205	12	the	the	DET
economy-2537	205	13	extension	extension	NOUN
economy-2537	205	14	agent	agent	NOUN
economy-2537	205	15	and	and	CCONJ
economy-2537	205	16	the	the	DET
economy-2537	205	17	farmer	farmer	NOUN
economy-2537	205	18	,	,	PUNCT
economy-2537	205	19	hence	hence	ADV
economy-2537	205	20	providing	provide	VERB
economy-2537	205	21	a	a	DET
economy-2537	205	22	platform	platform	NOUN
economy-2537	205	23	for	for	ADP
economy-2537	205	24	improvement	improvement	NOUN
economy-2537	205	25	in	in	ADP
economy-2537	205	26	technical	technical	ADJ
economy-2537	205	27	efficiency	efficiency	NOUN
economy-2537	205	28	.	.	PUNCT
economy-2537	206	1	access	access	NOUN
economy-2537	206	2	to	to	ADP
economy-2537	206	3	credit	credit	NOUN
economy-2537	206	4	was	be	AUX
economy-2537	206	5	also	also	ADV
economy-2537	206	6	found	find	VERB
economy-2537	206	7	to	to	PART
economy-2537	206	8	have	have	VERB
economy-2537	206	9	a	a	DET
economy-2537	206	10	positive	positive	ADJ
economy-2537	206	11	coefficient	coefficient	NOUN
economy-2537	206	12	and	and	CCONJ
economy-2537	206	13	significant	significant	ADJ
economy-2537	206	14	at	at	ADP
economy-2537	206	15	1	1	NUM
economy-2537	206	16	%	%	NOUN
economy-2537	206	17	.	.	PUNCT
economy-2537	207	1	this	this	PRON
economy-2537	207	2	implies	imply	VERB
economy-2537	207	3	that	that	SCONJ
economy-2537	207	4	access	access	NOUN
economy-2537	207	5	to	to	ADP
economy-2537	207	6	credit	credit	NOUN
economy-2537	207	7	does	do	AUX
economy-2537	207	8	not	not	PART
economy-2537	207	9	have	have	VERB
economy-2537	207	10	a	a	DET
economy-2537	207	11	positive	positive	ADJ
economy-2537	207	12	effect	effect	NOUN
economy-2537	207	13	on	on	ADP
economy-2537	207	14	technical	technical	ADJ
economy-2537	207	15	efficiency	efficiency	NOUN
economy-2537	207	16	.	.	PUNCT
economy-2537	208	1	however	however	ADV
economy-2537	208	2	,	,	PUNCT
economy-2537	208	3	access	access	NOUN
economy-2537	208	4	to	to	ADP
economy-2537	208	5	credit	credit	NOUN
economy-2537	208	6	was	be	AUX
economy-2537	208	7	expected	expect	VERB
economy-2537	208	8	to	to	PART
economy-2537	208	9	reduce	reduce	VERB
economy-2537	208	10	the	the	DET
economy-2537	208	11	financial	financial	ADJ
economy-2537	208	12	challenges	challenge	NOUN
economy-2537	208	13	farmers	farmer	NOUN
economy-2537	208	14	encounter	encounter	VERB
economy-2537	208	15	at	at	ADP
economy-2537	208	16	the	the	DET
economy-2537	208	17	start	start	NOUN
economy-2537	208	18	of	of	ADP
economy-2537	208	19	the	the	DET
economy-2537	208	20	production	production	NOUN
economy-2537	208	21	process	process	NOUN
economy-2537	208	22	.	.	PUNCT
economy-2537	209	1	table-5	table-5	PROPN
economy-2537	209	2	.	.	PUNCT
economy-2537	210	1	determinants	determinant	NOUN
economy-2537	210	2	of	of	ADP
economy-2537	210	3	technical	technical	ADJ
economy-2537	210	4	inefficiency	inefficiency	NOUN
economy-2537	210	5	in	in	ADP
economy-2537	210	6	sorghum	sorghum	NOUN
economy-2537	210	7	production	production	NOUN
economy-2537	210	8	variables	variable	NOUN
economy-2537	210	9	coefficient	coefficient	VERB
economy-2537	210	10	standard	standard	ADJ
economy-2537	210	11	error	error	NOUN
economy-2537	210	12	p	p	NOUN
economy-2537	210	13	-	-	PUNCT
economy-2537	210	14	value	value	NOUN
economy-2537	210	15	age	age	NOUN
economy-2537	210	16	0.71	0.71	NUM
economy-2537	210	17	*	*	NOUN
economy-2537	210	18	0.42	0.42	NUM
economy-2537	210	19	0.09	0.09	NUM
economy-2537	210	20	sex	sex	NOUN
economy-2537	210	21	-0.10	-0.10	NUM
economy-2537	210	22	0.43	0.43	NUM
economy-2537	210	23	0.80	0.80	NUM
economy-2537	210	24	marital	marital	ADJ
economy-2537	210	25	status	status	NOUN
economy-2537	210	26	0.10	0.10	NUM
economy-2537	210	27	0.18	0.18	NUM
economy-2537	210	28	0.58	0.58	NUM
economy-2537	210	29	level	level	NOUN
economy-2537	210	30	of	of	ADP
economy-2537	210	31	education	education	NOUN
economy-2537	210	32	-0.52	-0.52	NOUN
economy-2537	210	33	*	*	PUNCT
economy-2537	210	34	*	*	NOUN
economy-2537	210	35	0.23	0.23	NUM
economy-2537	210	36	0.02	0.02	NUM
economy-2537	210	37	farmer	farmer	NOUN
economy-2537	210	38	association	association	NOUN
economy-2537	210	39	-2.20	-2.20	NOUN
economy-2537	210	40	*	*	PUNCT
economy-2537	210	41	*	*	PUNCT
economy-2537	210	42	*	*	PUNCT
economy-2537	210	43	0.81	0.81	NUM
economy-2537	210	44	0.00	0.00	NUM
economy-2537	210	45	household	household	NOUN
economy-2537	210	46	size	size	NOUN
economy-2537	210	47	-0.11	-0.11	PROPN
economy-2537	210	48	*	*	NOUN
economy-2537	210	49	0.06	0.06	NUM
economy-2537	210	50	0.07	0.07	NUM
economy-2537	210	51	experience	experience	NOUN
economy-2537	210	52	-0.17	-0.17	NOUN
economy-2537	210	53	*	*	PROPN
economy-2537	210	54	*	*	PROPN
economy-2537	210	55	*	*	X
economy-2537	210	56	0.06	0.06	NUM
economy-2537	210	57	0.00	0.00	NUM
economy-2537	210	58	variety	variety	NOUN
economy-2537	210	59	0.50	0.50	NUM
economy-2537	210	60	*	*	NOUN
economy-2537	210	61	0.32	0.32	NUM
economy-2537	210	62	0.12	0.12	NUM
economy-2537	210	63	access	access	NOUN
economy-2537	210	64	to	to	ADP
economy-2537	210	65	extension	extension	NOUN
economy-2537	210	66	-4.11	-4.11	NOUN
economy-2537	210	67	*	*	NOUN
economy-2537	210	68	*	*	PROPN
economy-2537	210	69	1.98	1.98	NUM
economy-2537	210	70	0.03	0.03	NUM
economy-2537	210	71	access	access	NOUN
economy-2537	210	72	to	to	ADP
economy-2537	210	73	credit	credit	NOUN
economy-2537	210	74	4.18	4.18	NUM
economy-2537	210	75	*	*	PUNCT
economy-2537	210	76	*	*	PUNCT
economy-2537	210	77	*	*	PUNCT
economy-2537	210	78	1.24	1.24	NUM
economy-2537	210	79	0.00	0.00	NUM
economy-2537	210	80	access	access	NOUN
economy-2537	210	81	to	to	ADP
economy-2537	210	82	market	market	NOUN
economy-2537	210	83	2.62	2.62	NUM
economy-2537	210	84	*	*	NOUN
economy-2537	210	85	*	*	PUNCT
economy-2537	210	86	*	*	PUNCT
economy-2537	210	87	0.92	0.92	NUM
economy-2537	210	88	0.00	0.00	NUM
economy-2537	210	89	distance	distance	NOUN
economy-2537	210	90	0.01	0.01	NUM
economy-2537	210	91	*	*	PUNCT
economy-2537	210	92	*	*	PUNCT
economy-2537	210	93	0.00	0.00	NUM
economy-2537	210	94	0.04	0.04	NUM
economy-2537	210	95	note	note	NOUN
economy-2537	210	96	:	:	PUNCT
economy-2537	210	97	*	*	PUNCT
economy-2537	210	98	=	=	SYM
economy-2537	210	99	10	10	NUM
economy-2537	210	100	%	%	NOUN
economy-2537	210	101	significance	significance	NOUN
economy-2537	210	102	level	level	NOUN
economy-2537	210	103	and	and	CCONJ
economy-2537	210	104	*	*	NOUN
economy-2537	210	105	*	*	PUNCT
economy-2537	210	106	*	*	PUNCT
economy-2537	210	107	=	=	SYM
economy-2537	210	108	1	1	NUM
economy-2537	210	109	%	%	NOUN
economy-2537	210	110	significance	significance	NOUN
economy-2537	210	111	level	level	NOUN
economy-2537	210	112	.	.	PUNCT
economy-2537	211	1	economy	economy	NOUN
economy-2537	211	2	,	,	PUNCT
economy-2537	211	3	2021	2021	NUM
economy-2537	211	4	,	,	PUNCT
economy-2537	211	5	8(1	8(1	NOUN
economy-2537	211	6	):	):	PUNCT
economy-2537	211	7	1	1	NUM
economy-2537	211	8	-	-	SYM
economy-2537	211	9	9	9	NUM
economy-2537	211	10	7	7	NUM
economy-2537	211	11	©	©	PROPN
economy-2537	211	12	2021	2021	NUM
economy-2537	211	13	by	by	ADP
economy-2537	211	14	the	the	DET
economy-2537	211	15	authors	author	NOUN
economy-2537	211	16	;	;	PUNCT
economy-2537	211	17	licensee	licensee	PROPN
economy-2537	211	18	asian	asian	ADJ
economy-2537	211	19	online	online	PROPN
economy-2537	211	20	journal	journal	PROPN
economy-2537	211	21	publishing	publishing	NOUN
economy-2537	211	22	group	group	NOUN
economy-2537	211	23	the	the	DET
economy-2537	211	24	credit	credit	NOUN
economy-2537	211	25	could	could	AUX
economy-2537	211	26	help	help	VERB
economy-2537	211	27	farmers	farmer	NOUN
economy-2537	211	28	to	to	PART
economy-2537	211	29	have	have	VERB
economy-2537	211	30	funding	fund	VERB
economy-2537	211	31	to	to	PART
economy-2537	211	32	acquire	acquire	VERB
economy-2537	211	33	inputs	input	NOUN
economy-2537	211	34	and	and	CCONJ
economy-2537	211	35	also	also	ADV
economy-2537	211	36	to	to	PART
economy-2537	211	37	cultivate	cultivate	VERB
economy-2537	211	38	their	their	PRON
economy-2537	211	39	land	land	NOUN
economy-2537	211	40	on	on	ADP
economy-2537	211	41	time	time	NOUN
economy-2537	211	42	before	before	ADP
economy-2537	211	43	planting	plant	VERB
economy-2537	211	44	.	.	PUNCT
economy-2537	212	1	access	access	NOUN
economy-2537	212	2	to	to	ADP
economy-2537	212	3	the	the	DET
economy-2537	212	4	market	market	NOUN
economy-2537	212	5	was	be	AUX
economy-2537	212	6	found	find	VERB
economy-2537	212	7	to	to	PART
economy-2537	212	8	negatively	negatively	ADV
economy-2537	212	9	affect	affect	VERB
economy-2537	212	10	the	the	DET
economy-2537	212	11	technical	technical	ADJ
economy-2537	212	12	efficiency	efficiency	NOUN
economy-2537	212	13	.	.	PUNCT
economy-2537	213	1	this	this	PRON
economy-2537	213	2	is	be	AUX
economy-2537	213	3	in	in	ADP
economy-2537	213	4	line	line	NOUN
economy-2537	213	5	with	with	ADP
economy-2537	213	6	a	a	DET
economy-2537	213	7	priori	priori	ADJ
economy-2537	213	8	expectation	expectation	NOUN
economy-2537	213	9	because	because	SCONJ
economy-2537	213	10	if	if	SCONJ
economy-2537	213	11	farmers	farmer	NOUN
economy-2537	213	12	get	get	VERB
economy-2537	213	13	access	access	NOUN
economy-2537	213	14	to	to	ADP
economy-2537	213	15	the	the	DET
economy-2537	213	16	market	market	NOUN
economy-2537	213	17	they	they	PRON
economy-2537	213	18	can	can	AUX
economy-2537	213	19	reinvest	reinvest	VERB
economy-2537	213	20	in	in	ADP
economy-2537	213	21	their	their	PRON
economy-2537	213	22	farming	farming	NOUN
economy-2537	213	23	activities	activity	NOUN
economy-2537	213	24	to	to	PART
economy-2537	213	25	increase	increase	VERB
economy-2537	213	26	productivity	productivity	NOUN
economy-2537	213	27	.	.	PUNCT
economy-2537	214	1	finally	finally	ADV
economy-2537	214	2	,	,	PUNCT
economy-2537	214	3	the	the	DET
economy-2537	214	4	coefficient	coefficient	NOUN
economy-2537	214	5	of	of	ADP
economy-2537	214	6	distance	distance	NOUN
economy-2537	214	7	to	to	ADP
economy-2537	214	8	market	market	NOUN
economy-2537	214	9	was	be	AUX
economy-2537	214	10	positive	positive	ADJ
economy-2537	214	11	and	and	CCONJ
economy-2537	214	12	significant	significant	ADJ
economy-2537	214	13	at	at	ADP
economy-2537	214	14	5	5	NUM
economy-2537	214	15	%	%	NOUN
economy-2537	214	16	.	.	PUNCT
economy-2537	215	1	this	this	PRON
economy-2537	215	2	shows	show	VERB
economy-2537	215	3	that	that	SCONJ
economy-2537	215	4	farmers	farmer	NOUN
economy-2537	215	5	whose	whose	DET
economy-2537	215	6	farms	farm	NOUN
economy-2537	215	7	are	be	AUX
economy-2537	215	8	far	far	ADV
economy-2537	215	9	from	from	ADP
economy-2537	215	10	the	the	DET
economy-2537	215	11	market	market	NOUN
economy-2537	215	12	centre	centre	NOUN
economy-2537	215	13	have	have	VERB
economy-2537	215	14	a	a	DET
economy-2537	215	15	lower	low	ADJ
economy-2537	215	16	level	level	NOUN
economy-2537	215	17	of	of	ADP
economy-2537	215	18	technical	technical	ADJ
economy-2537	215	19	efficiency	efficiency	NOUN
economy-2537	215	20	.	.	PUNCT
economy-2537	216	1	this	this	PRON
economy-2537	216	2	might	might	AUX
economy-2537	216	3	be	be	AUX
economy-2537	216	4	because	because	SCONJ
economy-2537	216	5	as	as	SCONJ
economy-2537	216	6	farmers	farmer	NOUN
economy-2537	216	7	are	be	AUX
economy-2537	216	8	situated	situate	VERB
economy-2537	216	9	far	far	ADV
economy-2537	216	10	from	from	ADP
economy-2537	216	11	the	the	DET
economy-2537	216	12	market	market	NOUN
economy-2537	216	13	,	,	PUNCT
economy-2537	216	14	they	they	PRON
economy-2537	216	15	would	would	AUX
economy-2537	216	16	have	have	VERB
economy-2537	216	17	limited	limit	VERB
economy-2537	216	18	access	access	NOUN
economy-2537	216	19	to	to	ADP
economy-2537	216	20	inputs	input	NOUN
economy-2537	216	21	and	and	CCONJ
economy-2537	216	22	output	output	NOUN
economy-2537	216	23	markets	market	NOUN
economy-2537	216	24	as	as	ADV
economy-2537	216	25	well	well	ADV
economy-2537	216	26	limited	limit	VERB
economy-2537	216	27	access	access	NOUN
economy-2537	216	28	to	to	ADP
economy-2537	216	29	market	market	NOUN
economy-2537	216	30	information	information	NOUN
economy-2537	216	31	(	(	PUNCT
economy-2537	216	32	ahmed	ahmed	PROPN
economy-2537	216	33	,	,	PUNCT
economy-2537	216	34	lemma	lemma	PROPN
economy-2537	216	35	,	,	PUNCT
economy-2537	216	36	&	&	CCONJ
economy-2537	216	37	endrias	endrias	PROPN
economy-2537	216	38	,	,	PUNCT
economy-2537	216	39	2014	2014	NUM
economy-2537	216	40	)	)	PUNCT
economy-2537	216	41	.	.	PUNCT
economy-2537	217	1	besides	besides	ADV
economy-2537	217	2	,	,	PUNCT
economy-2537	217	3	longer	long	ADJ
economy-2537	217	4	distance	distance	NOUN
economy-2537	217	5	to	to	ADP
economy-2537	217	6	market	market	NOUN
economy-2537	217	7	leads	lead	VERB
economy-2537	217	8	to	to	ADP
economy-2537	217	9	increased	increase	VERB
economy-2537	217	10	production	production	NOUN
economy-2537	217	11	cost	cost	NOUN
economy-2537	217	12	which	which	PRON
economy-2537	217	13	decreases	decrease	VERB
economy-2537	217	14	the	the	DET
economy-2537	217	15	benefits	benefit	NOUN
economy-2537	217	16	accruing	accrue	VERB
economy-2537	217	17	to	to	ADP
economy-2537	217	18	the	the	DET
economy-2537	217	19	farmer	farmer	NOUN
economy-2537	217	20	.	.	PUNCT
economy-2537	218	1	also	also	ADV
economy-2537	218	2	,	,	PUNCT
economy-2537	218	3	long	long	ADJ
economy-2537	218	4	-	-	PUNCT
economy-2537	218	5	distance	distance	NOUN
economy-2537	218	6	from	from	ADP
economy-2537	218	7	markets	market	NOUN
economy-2537	218	8	does	do	AUX
economy-2537	218	9	not	not	PART
economy-2537	218	10	motivate	motivate	VERB
economy-2537	218	11	farmers	farmer	NOUN
economy-2537	218	12	in	in	ADP
economy-2537	218	13	engaging	engage	VERB
economy-2537	218	14	in	in	ADP
economy-2537	218	15	market	market	NOUN
economy-2537	218	16	-	-	PUNCT
economy-2537	218	17	oriented	orient	VERB
economy-2537	218	18	production	production	NOUN
economy-2537	218	19	(	(	PUNCT
economy-2537	218	20	ahmed	ahmed	PROPN
economy-2537	218	21	et	et	PROPN
economy-2537	218	22	al	al	PROPN
economy-2537	218	23	.	.	PROPN
economy-2537	218	24	,	,	PUNCT
economy-2537	218	25	2014	2014	NUM
economy-2537	218	26	)	)	PUNCT
economy-2537	218	27	.	.	PUNCT
economy-2537	219	1	3.4	3.4	NUM
economy-2537	219	2	.	.	PUNCT
economy-2537	219	3	percentage	percentage	NOUN
economy-2537	219	4	distribution	distribution	NOUN
economy-2537	219	5	of	of	ADP
economy-2537	219	6	technical	technical	ADJ
economy-2537	219	7	efficiency	efficiency	NOUN
economy-2537	219	8	scores	score	NOUN
economy-2537	219	9	the	the	DET
economy-2537	219	10	table	table	NOUN
economy-2537	219	11	6	6	NUM
economy-2537	219	12	below	below	ADP
economy-2537	219	13	presents	present	VERB
economy-2537	219	14	the	the	DET
economy-2537	219	15	frequency	frequency	NOUN
economy-2537	219	16	distribution	distribution	NOUN
economy-2537	219	17	of	of	ADP
economy-2537	219	18	technical	technical	ADJ
economy-2537	219	19	efficiencies	efficiency	NOUN
economy-2537	219	20	of	of	ADP
economy-2537	219	21	the	the	DET
economy-2537	219	22	smallholder	smallholder	NOUN
economy-2537	219	23	sorghum	sorghum	NOUN
economy-2537	219	24	farmers	farmer	NOUN
economy-2537	219	25	in	in	ADP
economy-2537	219	26	the	the	DET
economy-2537	219	27	garu	garu	PROPN
economy-2537	219	28	district	district	NOUN
economy-2537	219	29	.	.	PUNCT
economy-2537	220	1	the	the	DET
economy-2537	220	2	predicted	predict	VERB
economy-2537	220	3	efficiency	efficiency	NOUN
economy-2537	220	4	levels	level	NOUN
economy-2537	220	5	ranged	range	VERB
economy-2537	220	6	between	between	ADP
economy-2537	220	7	16.14	16.14	NUM
economy-2537	220	8	%	%	NOUN
economy-2537	220	9	and	and	CCONJ
economy-2537	220	10	99.11	99.11	NUM
economy-2537	220	11	%	%	NOUN
economy-2537	220	12	.	.	PUNCT
economy-2537	221	1	the	the	DET
economy-2537	221	2	mean	mean	ADJ
economy-2537	221	3	technical	technical	ADJ
economy-2537	221	4	efficiency	efficiency	NOUN
economy-2537	221	5	level	level	NOUN
economy-2537	221	6	of	of	ADP
economy-2537	221	7	sorghum	sorghum	NOUN
economy-2537	221	8	farmers	farmer	NOUN
economy-2537	221	9	in	in	ADP
economy-2537	221	10	the	the	DET
economy-2537	221	11	study	study	NOUN
economy-2537	221	12	area	area	NOUN
economy-2537	221	13	was	be	AUX
economy-2537	221	14	88.92	88.92	NUM
economy-2537	221	15	%	%	NOUN
economy-2537	221	16	.	.	PUNCT
economy-2537	222	1	this	this	PRON
economy-2537	222	2	indicates	indicate	VERB
economy-2537	222	3	that	that	SCONJ
economy-2537	222	4	the	the	DET
economy-2537	222	5	average	average	ADJ
economy-2537	222	6	sorghum	sorghum	NOUN
economy-2537	222	7	farmer	farmer	NOUN
economy-2537	222	8	in	in	ADP
economy-2537	222	9	the	the	DET
economy-2537	222	10	study	study	NOUN
economy-2537	222	11	area	area	NOUN
economy-2537	222	12	produces	produce	VERB
economy-2537	222	13	about	about	ADP
economy-2537	222	14	88.92	88.92	NUM
economy-2537	222	15	%	%	NOUN
economy-2537	222	16	of	of	ADP
economy-2537	222	17	the	the	DET
economy-2537	222	18	potential	potential	ADJ
economy-2537	222	19	output	output	NOUN
economy-2537	222	20	given	give	VERB
economy-2537	222	21	the	the	DET
economy-2537	222	22	existing	exist	VERB
economy-2537	222	23	technology	technology	NOUN
economy-2537	222	24	available	available	ADJ
economy-2537	222	25	.	.	PUNCT
economy-2537	223	1	thus	thus	ADV
economy-2537	223	2	about	about	ADP
economy-2537	223	3	11.08	11.08	NUM
economy-2537	223	4	%	%	NOUN
economy-2537	223	5	of	of	ADP
economy-2537	223	6	output	output	NOUN
economy-2537	223	7	was	be	AUX
economy-2537	223	8	lost	lose	VERB
economy-2537	223	9	due	due	ADJ
economy-2537	223	10	to	to	ADP
economy-2537	223	11	inefficiency	inefficiency	NOUN
economy-2537	223	12	.	.	PUNCT
economy-2537	224	1	table-6.frequency	table-6.frequency	NOUN
economy-2537	224	2	distribution	distribution	NOUN
economy-2537	224	3	of	of	ADP
economy-2537	224	4	technical	technical	ADJ
economy-2537	224	5	efficiency	efficiency	NOUN
economy-2537	224	6	index	index	NOUN
economy-2537	224	7	.	.	PUNCT
economy-2537	225	1	efficiency	efficiency	NOUN
economy-2537	225	2	score	score	NOUN
economy-2537	225	3	frequency	frequency	NOUN
economy-2537	225	4	percentage	percentage	NOUN
economy-2537	225	5	(	(	PUNCT
economy-2537	225	6	%	%	NOUN
economy-2537	225	7	)	)	PUNCT
economy-2537	225	8	<	<	X
economy-2537	225	9	50	50	NUM
economy-2537	225	10	7	7	NUM
economy-2537	225	11	7.00	7.00	NUM
economy-2537	225	12	50	50	NUM
economy-2537	225	13	–	–	PUNCT
economy-2537	225	14	60	60	NUM
economy-2537	225	15	3	3	NUM
economy-2537	225	16	3.00	3.00	NUM
economy-2537	225	17	61	61	NUM
economy-2537	225	18	–	–	PUNCT
economy-2537	225	19	70	70	NUM
economy-2537	225	20	2	2	NUM
economy-2537	225	21	2.00	2.00	NUM
economy-2537	225	22	71	71	NUM
economy-2537	225	23	–	–	PUNCT
economy-2537	225	24	80	80	NUM
economy-2537	225	25	1	1	NUM
economy-2537	225	26	1.00	1.00	NUM
economy-2537	225	27	81	81	NUM
economy-2537	225	28	–	–	PUNCT
economy-2537	225	29	90	90	NUM
economy-2537	225	30	13	13	NUM
economy-2537	225	31	13.00	13.00	NUM
economy-2537	225	32	91	91	NUM
economy-2537	225	33	–	–	PUNCT
economy-2537	225	34	99	99	NUM
economy-2537	225	35	74	74	NUM
economy-2537	225	36	74.00	74.00	NUM
economy-2537	225	37	total	total	NOUN
economy-2537	225	38	100	100	NUM
economy-2537	225	39	100	100	NUM
economy-2537	225	40	minimum	minimum	NOUN
economy-2537	225	41	=	=	SYM
economy-2537	225	42	16.14	16.14	NUM
economy-2537	225	43	%	%	NOUN
economy-2537	225	44	maximum	maximum	NOUN
economy-2537	225	45	=	=	SYM
economy-2537	225	46	99.11	99.11	NUM
economy-2537	225	47	%	%	NOUN
economy-2537	225	48	mean	mean	NOUN
economy-2537	225	49	=	=	SYM
economy-2537	225	50	88.92	88.92	NUM
economy-2537	225	51	%	%	NOUN
economy-2537	225	52	note	note	NOUN
economy-2537	225	53	:	:	PUNCT
economy-2537	225	54	standard	standard	ADJ
economy-2537	225	55	deviation	deviation	NOUN
economy-2537	225	56	=	=	NOUN
economy-2537	225	57	17.63	17.63	NUM
economy-2537	225	58	%	%	NOUN
economy-2537	225	59	.	.	PUNCT
economy-2537	226	1	3.5	3.5	NUM
economy-2537	226	2	.	.	PUNCT
economy-2537	226	3	constraints	constraint	NOUN
economy-2537	226	4	to	to	PART
economy-2537	226	5	sorghum	sorghum	VERB
economy-2537	226	6	production	production	NOUN
economy-2537	226	7	sorghum	sorghum	NOUN
economy-2537	226	8	farmers	farmer	NOUN
economy-2537	226	9	were	be	AUX
economy-2537	226	10	required	require	VERB
economy-2537	226	11	to	to	PART
economy-2537	226	12	identify	identify	VERB
economy-2537	226	13	and	and	CCONJ
economy-2537	226	14	rank	rank	VERB
economy-2537	226	15	the	the	DET
economy-2537	226	16	factors	factor	NOUN
economy-2537	226	17	restraining	restrain	VERB
economy-2537	226	18	the	the	DET
economy-2537	226	19	production	production	NOUN
economy-2537	226	20	of	of	ADP
economy-2537	226	21	sorghum	sorghum	NOUN
economy-2537	226	22	.	.	PUNCT
economy-2537	227	1	the	the	DET
economy-2537	227	2	constraints	constraint	NOUN
economy-2537	227	3	were	be	AUX
economy-2537	227	4	ranked	rank	VERB
economy-2537	227	5	in	in	ADP
economy-2537	227	6	descending	descend	VERB
economy-2537	227	7	order	order	NOUN
economy-2537	227	8	of	of	ADP
economy-2537	227	9	magnitude	magnitude	NOUN
economy-2537	227	10	.	.	PUNCT
economy-2537	228	1	the	the	DET
economy-2537	228	2	mean	mean	ADJ
economy-2537	228	3	rank	rank	NOUN
economy-2537	228	4	indicates	indicate	VERB
economy-2537	228	5	the	the	DET
economy-2537	228	6	averages	average	NOUN
economy-2537	228	7	as	as	SCONJ
economy-2537	228	8	computed	compute	VERB
economy-2537	228	9	by	by	ADP
economy-2537	228	10	kendall	kendall	PROPN
economy-2537	228	11	’s	’s	PART
economy-2537	228	12	coefficient	coefficient	NOUN
economy-2537	228	13	of	of	ADP
economy-2537	228	14	concordance	concordance	NOUN
economy-2537	228	15	.	.	PUNCT
economy-2537	229	1	results	result	NOUN
economy-2537	229	2	from	from	ADP
economy-2537	229	3	table	table	NOUN
economy-2537	229	4	7	7	NUM
economy-2537	229	5	indicate	indicate	VERB
economy-2537	229	6	that	that	SCONJ
economy-2537	229	7	natural	natural	ADJ
economy-2537	229	8	disaster	disaster	NOUN
economy-2537	229	9	was	be	AUX
economy-2537	229	10	ranked	rank	VERB
economy-2537	229	11	as	as	ADP
economy-2537	229	12	the	the	DET
economy-2537	229	13	first	first	ADJ
economy-2537	229	14	constraint	constraint	NOUN
economy-2537	229	15	limiting	limit	VERB
economy-2537	229	16	farmers	farmer	NOUN
economy-2537	229	17	in	in	ADP
economy-2537	229	18	sorghum	sorghum	NOUN
economy-2537	229	19	production	production	NOUN
economy-2537	229	20	.	.	PUNCT
economy-2537	230	1	agricultural	agricultural	ADJ
economy-2537	230	2	production	production	NOUN
economy-2537	230	3	in	in	ADP
economy-2537	230	4	the	the	DET
economy-2537	230	5	district	district	NOUN
economy-2537	230	6	is	be	AUX
economy-2537	230	7	mainly	mainly	ADV
economy-2537	230	8	rain	rain	NOUN
economy-2537	230	9	-	-	PUNCT
economy-2537	230	10	fed	feed	VERB
economy-2537	230	11	.	.	PUNCT
economy-2537	231	1	following	follow	VERB
economy-2537	231	2	bempomaa	bempomaa	NOUN
economy-2537	231	3	(	(	PUNCT
economy-2537	231	4	2014	2014	NUM
economy-2537	231	5	)	)	PUNCT
economy-2537	231	6	rainfall	rainfall	NOUN
economy-2537	231	7	variability	variability	NOUN
economy-2537	231	8	as	as	ADP
economy-2537	231	9	a	a	DET
economy-2537	231	10	result	result	NOUN
economy-2537	231	11	of	of	ADP
economy-2537	231	12	climate	climate	NOUN
economy-2537	231	13	change	change	NOUN
economy-2537	231	14	has	have	AUX
economy-2537	231	15	become	become	VERB
economy-2537	231	16	a	a	DET
economy-2537	231	17	concern	concern	NOUN
economy-2537	231	18	for	for	ADP
economy-2537	231	19	many	many	ADJ
economy-2537	231	20	farmers	farmer	NOUN
economy-2537	231	21	.	.	PUNCT
economy-2537	232	1	during	during	ADP
economy-2537	232	2	the	the	DET
economy-2537	232	3	survey	survey	NOUN
economy-2537	232	4	,	,	PUNCT
economy-2537	232	5	many	many	ADJ
economy-2537	232	6	farmers	farmer	NOUN
economy-2537	232	7	raised	raise	VERB
economy-2537	232	8	their	their	PRON
economy-2537	232	9	concern	concern	NOUN
economy-2537	232	10	about	about	ADP
economy-2537	232	11	the	the	DET
economy-2537	232	12	uneven	uneven	ADJ
economy-2537	232	13	rainfall	rainfall	NOUN
economy-2537	232	14	pattern	pattern	NOUN
economy-2537	232	15	that	that	PRON
economy-2537	232	16	has	have	AUX
economy-2537	232	17	affected	affect	VERB
economy-2537	232	18	their	their	PRON
economy-2537	232	19	ability	ability	NOUN
economy-2537	232	20	to	to	PART
economy-2537	232	21	plan	plan	VERB
economy-2537	232	22	properly	properly	ADV
economy-2537	232	23	for	for	ADP
economy-2537	232	24	their	their	PRON
economy-2537	232	25	farming	farming	NOUN
economy-2537	232	26	activities	activity	NOUN
economy-2537	232	27	.	.	PUNCT
economy-2537	233	1	also	also	ADV
economy-2537	233	2	,	,	PUNCT
economy-2537	233	3	the	the	DET
economy-2537	233	4	draught	draught	NOUN
economy-2537	233	5	was	be	AUX
economy-2537	233	6	mentioned	mention	VERB
economy-2537	233	7	as	as	ADP
economy-2537	233	8	another	another	DET
economy-2537	233	9	factor	factor	NOUN
economy-2537	233	10	which	which	PRON
economy-2537	233	11	affects	affect	VERB
economy-2537	233	12	the	the	DET
economy-2537	233	13	productivity	productivity	NOUN
economy-2537	233	14	level	level	NOUN
economy-2537	233	15	of	of	ADP
economy-2537	233	16	sorghum	sorghum	NOUN
economy-2537	233	17	.	.	PUNCT
economy-2537	234	1	this	this	DET
economy-2537	234	2	finding	finding	NOUN
economy-2537	234	3	is	be	AUX
economy-2537	234	4	supported	support	VERB
economy-2537	234	5	by	by	ADP
economy-2537	234	6	kudadjie	kudadjie	PROPN
economy-2537	234	7	,	,	PUNCT
economy-2537	234	8	struik	struik	PROPN
economy-2537	234	9	,	,	PUNCT
economy-2537	234	10	richards	richard	NOUN
economy-2537	234	11	,	,	PUNCT
economy-2537	234	12	and	and	CCONJ
economy-2537	234	13	offei	offei	NOUN
economy-2537	234	14	(	(	PUNCT
economy-2537	234	15	2004	2004	NUM
economy-2537	234	16	)	)	PUNCT
economy-2537	234	17	whose	whose	DET
economy-2537	234	18	research	research	NOUN
economy-2537	234	19	revealed	reveal	VERB
economy-2537	234	20	that	that	SCONJ
economy-2537	234	21	insufficient	insufficient	ADJ
economy-2537	234	22	and	and	CCONJ
economy-2537	234	23	delayed	delay	VERB
economy-2537	234	24	rainfall	rainfall	NOUN
economy-2537	234	25	was	be	AUX
economy-2537	234	26	the	the	DET
economy-2537	234	27	major	major	ADJ
economy-2537	234	28	constraint	constraint	NOUN
economy-2537	234	29	faced	face	VERB
economy-2537	234	30	by	by	ADP
economy-2537	234	31	farmers	farmer	NOUN
economy-2537	234	32	in	in	ADP
economy-2537	234	33	producing	produce	VERB
economy-2537	234	34	sorghum	sorghum	NOUN
economy-2537	234	35	.	.	PUNCT
economy-2537	235	1	they	they	PRON
economy-2537	235	2	stressed	stress	VERB
economy-2537	235	3	that	that	SCONJ
economy-2537	235	4	the	the	DET
economy-2537	235	5	unreliable	unreliable	ADJ
economy-2537	235	6	nature	nature	NOUN
economy-2537	235	7	of	of	ADP
economy-2537	235	8	rainfall	rainfall	NOUN
economy-2537	235	9	is	be	AUX
economy-2537	235	10	a	a	DET
economy-2537	235	11	key	key	ADJ
economy-2537	235	12	drawback	drawback	NOUN
economy-2537	235	13	for	for	ADP
economy-2537	235	14	farmers	farmer	NOUN
economy-2537	235	15	as	as	SCONJ
economy-2537	235	16	their	their	PRON
economy-2537	235	17	agriculture	agriculture	NOUN
economy-2537	235	18	is	be	AUX
economy-2537	235	19	characteristically	characteristically	ADV
economy-2537	235	20	rain	rain	NOUN
economy-2537	235	21	-	-	PUNCT
economy-2537	235	22	fed	feed	VERB
economy-2537	235	23	.	.	PUNCT
economy-2537	236	1	according	accord	VERB
economy-2537	236	2	to	to	ADP
economy-2537	236	3	them	they	PRON
economy-2537	236	4	,	,	PUNCT
economy-2537	236	5	farmers	farmer	NOUN
economy-2537	236	6	also	also	ADV
economy-2537	236	7	clarified	clarify	VERB
economy-2537	236	8	that	that	SCONJ
economy-2537	236	9	a	a	DET
economy-2537	236	10	delay	delay	NOUN
economy-2537	236	11	in	in	ADP
economy-2537	236	12	the	the	DET
economy-2537	236	13	start	start	NOUN
economy-2537	236	14	of	of	ADP
economy-2537	236	15	the	the	DET
economy-2537	236	16	rains	rain	NOUN
economy-2537	236	17	defers	defer	VERB
economy-2537	236	18	planting	planting	NOUN
economy-2537	236	19	,	,	PUNCT
economy-2537	236	20	so	so	CCONJ
economy-2537	236	21	their	their	PRON
economy-2537	236	22	local	local	ADJ
economy-2537	236	23	varieties	variety	NOUN
economy-2537	236	24	which	which	PRON
economy-2537	236	25	are	be	AUX
economy-2537	236	26	late	late	ADJ
economy-2537	236	27	in	in	ADP
economy-2537	236	28	maturing	mature	VERB
economy-2537	236	29	will	will	AUX
economy-2537	236	30	likely	likely	ADV
economy-2537	236	31	not	not	PART
economy-2537	236	32	survive.the	survive.the	DET
economy-2537	236	33	second	second	ADJ
economy-2537	236	34	major	major	ADJ
economy-2537	236	35	constraint	constraint	NOUN
economy-2537	236	36	limiting	limit	VERB
economy-2537	236	37	sorghum	sorghum	NOUN
economy-2537	236	38	production	production	NOUN
economy-2537	236	39	was	be	AUX
economy-2537	236	40	the	the	DET
economy-2537	236	41	incidence	incidence	NOUN
economy-2537	236	42	of	of	ADP
economy-2537	236	43	pest	pest	NOUN
economy-2537	236	44	and	and	CCONJ
economy-2537	236	45	diseases	disease	NOUN
economy-2537	236	46	.	.	PUNCT
economy-2537	237	1	according	accord	VERB
economy-2537	237	2	to	to	ADP
economy-2537	237	3	the	the	DET
economy-2537	237	4	farmers	farmer	NOUN
economy-2537	237	5	,	,	PUNCT
economy-2537	237	6	pest	pest	VERB
economy-2537	237	7	and	and	CCONJ
economy-2537	237	8	diseases	disease	NOUN
economy-2537	237	9	is	be	AUX
economy-2537	237	10	another	another	DET
economy-2537	237	11	factor	factor	NOUN
economy-2537	237	12	affecting	affect	VERB
economy-2537	237	13	sorghum	sorghum	NOUN
economy-2537	237	14	production	production	NOUN
economy-2537	237	15	both	both	CCONJ
economy-2537	237	16	on	on	ADP
economy-2537	237	17	the	the	DET
economy-2537	237	18	field	field	NOUN
economy-2537	237	19	and	and	CCONJ
economy-2537	237	20	in	in	ADP
economy-2537	237	21	its	its	PRON
economy-2537	237	22	storage	storage	NOUN
economy-2537	237	23	.	.	PUNCT
economy-2537	238	1	following	follow	VERB
economy-2537	238	2	kudadjie	kudadjie	PROPN
economy-2537	238	3	et	et	PROPN
economy-2537	238	4	al	al	PROPN
economy-2537	238	5	.	.	PROPN
economy-2537	239	1	(	(	PUNCT
economy-2537	239	2	2004	2004	NUM
economy-2537	239	3	)	)	PUNCT
economy-2537	239	4	the	the	DET
economy-2537	239	5	incidence	incidence	NOUN
economy-2537	239	6	of	of	ADP
economy-2537	239	7	pest	pest	NOUN
economy-2537	239	8	and	and	CCONJ
economy-2537	239	9	diseases	disease	NOUN
economy-2537	239	10	was	be	AUX
economy-2537	239	11	ranked	rank	VERB
economy-2537	239	12	as	as	ADP
economy-2537	239	13	the	the	DET
economy-2537	239	14	sixth	sixth	ADJ
economy-2537	239	15	constraint	constraint	NOUN
economy-2537	239	16	restraining	restrain	VERB
economy-2537	239	17	sorghum	sorghum	NOUN
economy-2537	239	18	production	production	NOUN
economy-2537	239	19	in	in	ADP
economy-2537	239	20	the	the	DET
economy-2537	239	21	north	north	NOUN
economy-2537	239	22	-	-	PUNCT
economy-2537	239	23	east	east	NOUN
economy-2537	239	24	region	region	NOUN
economy-2537	239	25	of	of	ADP
economy-2537	239	26	ghana	ghana	PROPN
economy-2537	239	27	.	.	PUNCT
economy-2537	240	1	in	in	ADP
economy-2537	240	2	the	the	DET
economy-2537	240	3	occurrence	occurrence	NOUN
economy-2537	240	4	of	of	ADP
economy-2537	240	5	a	a	DET
economy-2537	240	6	long	long	ADV
economy-2537	240	7	dry	dry	ADJ
economy-2537	240	8	spell	spell	NOUN
economy-2537	240	9	,	,	PUNCT
economy-2537	240	10	insects	insect	NOUN
economy-2537	240	11	such	such	ADJ
economy-2537	240	12	as	as	ADP
economy-2537	240	13	black	black	ADJ
economy-2537	240	14	ants	ant	NOUN
economy-2537	240	15	tend	tend	VERB
economy-2537	240	16	to	to	PART
economy-2537	240	17	confiscate	confiscate	VERB
economy-2537	240	18	seeds	seed	NOUN
economy-2537	240	19	from	from	ADP
economy-2537	240	20	the	the	DET
economy-2537	240	21	soil	soil	NOUN
economy-2537	240	22	immediately	immediately	ADV
economy-2537	240	23	after	after	ADP
economy-2537	240	24	sowing	sowing	NOUN
economy-2537	240	25	,	,	PUNCT
economy-2537	240	26	and	and	CCONJ
economy-2537	240	27	infilling	infilling	NOUN
economy-2537	240	28	becomes	become	VERB
economy-2537	240	29	necessary	necessary	ADJ
economy-2537	240	30	,	,	PUNCT
economy-2537	240	31	which	which	PRON
economy-2537	240	32	is	be	AUX
economy-2537	240	33	an	an	DET
economy-2537	240	34	additional	additional	ADJ
economy-2537	240	35	cost	cost	NOUN
economy-2537	240	36	to	to	ADP
economy-2537	240	37	the	the	DET
economy-2537	240	38	farmer	farmer	NOUN
economy-2537	240	39	.	.	PUNCT
economy-2537	241	1	the	the	DET
economy-2537	241	2	third	third	ADJ
economy-2537	241	3	constraint	constraint	NOUN
economy-2537	241	4	faced	face	VERB
economy-2537	241	5	by	by	ADP
economy-2537	241	6	farmers	farmer	NOUN
economy-2537	241	7	in	in	ADP
economy-2537	241	8	sorghum	sorghum	NOUN
economy-2537	241	9	production	production	NOUN
economy-2537	241	10	is	be	AUX
economy-2537	241	11	lack	lack	NOUN
economy-2537	241	12	of	of	ADP
economy-2537	241	13	access	access	NOUN
economy-2537	241	14	to	to	ADP
economy-2537	241	15	credit	credit	NOUN
economy-2537	241	16	.	.	PUNCT
economy-2537	242	1	most	most	ADJ
economy-2537	242	2	smallholder	smallholder	NOUN
economy-2537	242	3	farmers	farmer	NOUN
economy-2537	242	4	can	can	AUX
economy-2537	242	5	not	not	PART
economy-2537	242	6	afford	afford	VERB
economy-2537	242	7	the	the	DET
economy-2537	242	8	necessary	necessary	ADJ
economy-2537	242	9	inputs	input	NOUN
economy-2537	242	10	needed	need	VERB
economy-2537	242	11	for	for	ADP
economy-2537	242	12	sorghum	sorghum	NOUN
economy-2537	242	13	production	production	NOUN
economy-2537	242	14	on	on	ADP
economy-2537	242	15	time	time	NOUN
economy-2537	242	16	,	,	PUNCT
economy-2537	242	17	and	and	CCONJ
economy-2537	242	18	that	that	PRON
economy-2537	242	19	goes	go	VERB
economy-2537	242	20	a	a	DET
economy-2537	242	21	long	long	ADJ
economy-2537	242	22	way	way	NOUN
economy-2537	242	23	to	to	PART
economy-2537	242	24	affect	affect	VERB
economy-2537	242	25	productivity	productivity	NOUN
economy-2537	242	26	.	.	PUNCT
economy-2537	243	1	according	accord	VERB
economy-2537	243	2	to	to	ADP
economy-2537	243	3	yaw	yaw	PROPN
economy-2537	243	4	(	(	PUNCT
economy-2537	243	5	2018	2018	NUM
economy-2537	243	6	)	)	PUNCT
economy-2537	243	7	the	the	DET
economy-2537	243	8	credit	credit	NOUN
economy-2537	243	9	problem	problem	NOUN
economy-2537	243	10	can	can	AUX
economy-2537	243	11	be	be	AUX
economy-2537	243	12	looked	look	VERB
economy-2537	243	13	at	at	ADP
economy-2537	243	14	from	from	ADP
economy-2537	243	15	two	two	NUM
economy-2537	243	16	perspectives	perspective	NOUN
economy-2537	243	17	.	.	PUNCT
economy-2537	244	1	one	one	NUM
economy-2537	244	2	is	be	AUX
economy-2537	244	3	farmers	farmer	NOUN
economy-2537	244	4	’	’	PART
economy-2537	244	5	inaccessibility	inaccessibility	NOUN
economy-2537	244	6	to	to	ADP
economy-2537	244	7	credit	credit	NOUN
economy-2537	244	8	facilities	facility	NOUN
economy-2537	244	9	and	and	CCONJ
economy-2537	244	10	another	another	PRON
economy-2537	244	11	been	be	VERB
economy-2537	244	12	the	the	DET
economy-2537	244	13	problem	problem	NOUN
economy-2537	244	14	of	of	ADP
economy-2537	244	15	high	high	ADJ
economy-2537	244	16	-	-	PUNCT
economy-2537	244	17	interest	interest	NOUN
economy-2537	244	18	rates	rate	NOUN
economy-2537	244	19	.	.	PUNCT
economy-2537	245	1	few	few	ADJ
economy-2537	245	2	farmers	farmer	NOUN
economy-2537	245	3	can	can	AUX
economy-2537	245	4	access	access	VERB
economy-2537	245	5	long	long	ADJ
economy-2537	245	6	term	term	NOUN
economy-2537	245	7	loans	loan	NOUN
economy-2537	245	8	from	from	ADP
economy-2537	245	9	financial	financial	ADJ
economy-2537	245	10	institutions	institution	NOUN
economy-2537	245	11	particularly	particularly	ADV
economy-2537	245	12	banks	bank	NOUN
economy-2537	245	13	,	,	PUNCT
economy-2537	245	14	because	because	SCONJ
economy-2537	245	15	the	the	DET
economy-2537	245	16	majority	majority	NOUN
economy-2537	245	17	of	of	ADP
economy-2537	245	18	these	these	DET
economy-2537	245	19	farmers	farmer	NOUN
economy-2537	245	20	are	be	AUX
economy-2537	245	21	typically	typically	ADV
economy-2537	245	22	not	not	PART
economy-2537	245	23	credit	credit	NOUN
economy-2537	245	24	-	-	PUNCT
economy-2537	245	25	worthy	worthy	ADJ
economy-2537	245	26	because	because	SCONJ
economy-2537	245	27	they	they	PRON
economy-2537	245	28	are	be	AUX
economy-2537	245	29	incapable	incapable	ADJ
economy-2537	245	30	to	to	PART
economy-2537	245	31	meet	meet	VERB
economy-2537	245	32	the	the	DET
economy-2537	245	33	collateral	collateral	ADJ
economy-2537	245	34	necessities	necessity	NOUN
economy-2537	245	35	.	.	PUNCT
economy-2537	246	1	farmers	farmer	NOUN
economy-2537	246	2	lean	lean	VERB
economy-2537	246	3	towards	towards	ADP
economy-2537	246	4	loans	loan	NOUN
economy-2537	246	5	from	from	ADP
economy-2537	246	6	microfinance	microfinance	NOUN
economy-2537	246	7	institutions	institution	NOUN
economy-2537	246	8	which	which	PRON
economy-2537	246	9	also	also	ADV
economy-2537	246	10	come	come	VERB
economy-2537	246	11	with	with	ADP
economy-2537	246	12	the	the	DET
economy-2537	246	13	problem	problem	NOUN
economy-2537	246	14	of	of	ADP
economy-2537	246	15	the	the	DET
economy-2537	246	16	high	high	ADJ
economy-2537	246	17	-	-	PUNCT
economy-2537	246	18	interest	interest	NOUN
economy-2537	246	19	rate	rate	NOUN
economy-2537	246	20	.	.	PUNCT
economy-2537	247	1	therefore	therefore	ADV
economy-2537	247	2	,	,	PUNCT
economy-2537	247	3	their	their	PRON
economy-2537	247	4	revenue	revenue	NOUN
economy-2537	247	5	from	from	ADP
economy-2537	247	6	production	production	NOUN
economy-2537	247	7	is	be	AUX
economy-2537	247	8	worn	wear	VERB
economy-2537	247	9	away	away	ADP
economy-2537	247	10	after	after	ADP
economy-2537	247	11	paying	pay	VERB
economy-2537	247	12	such	such	ADJ
economy-2537	247	13	high	high	ADJ
economy-2537	247	14	interests	interest	NOUN
economy-2537	247	15	charges	charge	NOUN
economy-2537	247	16	.	.	PUNCT
economy-2537	248	1	the	the	DET
economy-2537	248	2	least	least	ADJ
economy-2537	248	3	constraint	constraint	NOUN
economy-2537	248	4	faced	face	VERB
economy-2537	248	5	by	by	ADP
economy-2537	248	6	farmers	farmer	NOUN
economy-2537	248	7	was	be	AUX
economy-2537	248	8	lack	lack	NOUN
economy-2537	248	9	of	of	ADP
economy-2537	248	10	storage	storage	NOUN
economy-2537	248	11	facilities	facility	NOUN
economy-2537	248	12	.	.	PUNCT
economy-2537	249	1	sorghum	sorghum	NOUN
economy-2537	249	2	produce	produce	NOUN
economy-2537	249	3	is	be	AUX
economy-2537	249	4	also	also	ADV
economy-2537	249	5	prone	prone	ADJ
economy-2537	249	6	to	to	ADP
economy-2537	249	7	infestation	infestation	NOUN
economy-2537	249	8	from	from	ADP
economy-2537	249	9	storage	storage	NOUN
economy-2537	249	10	pest	pest	NOUN
economy-2537	249	11	,	,	PUNCT
economy-2537	249	12	therefore	therefore	ADV
economy-2537	249	13	,	,	PUNCT
economy-2537	249	14	necessary	necessary	ADJ
economy-2537	249	15	for	for	SCONJ
economy-2537	249	16	farmers	farmer	NOUN
economy-2537	249	17	to	to	PART
economy-2537	249	18	have	have	VERB
economy-2537	249	19	safe	safe	ADJ
economy-2537	249	20	facilities	facility	NOUN
economy-2537	249	21	where	where	SCONJ
economy-2537	249	22	they	they	PRON
economy-2537	249	23	can	can	AUX
economy-2537	249	24	store	store	VERB
economy-2537	249	25	their	their	PRON
economy-2537	249	26	produce	produce	NOUN
economy-2537	249	27	for	for	ADP
economy-2537	249	28	future	future	ADJ
economy-2537	249	29	use	use	NOUN
economy-2537	249	30	.	.	PUNCT
economy-2537	250	1	this	this	PRON
economy-2537	250	2	conforms	conform	VERB
economy-2537	250	3	to	to	ADP
economy-2537	250	4	the	the	DET
economy-2537	250	5	study	study	NOUN
economy-2537	250	6	of	of	ADP
economy-2537	250	7	yaw	yaw	NOUN
economy-2537	250	8	(	(	PUNCT
economy-2537	250	9	2018	2018	NUM
economy-2537	250	10	)	)	PUNCT
economy-2537	250	11	.	.	PUNCT
economy-2537	251	1	table	table	NOUN
economy-2537	251	2	7	7	NUM
economy-2537	251	3	below	below	ADV
economy-2537	251	4	shows	show	VERB
economy-2537	251	5	the	the	DET
economy-2537	251	6	level	level	NOUN
economy-2537	251	7	of	of	ADP
economy-2537	251	8	agreement	agreement	NOUN
economy-2537	251	9	among	among	ADP
economy-2537	251	10	the	the	DET
economy-2537	251	11	farmers	farmer	NOUN
economy-2537	251	12	on	on	ADP
economy-2537	251	13	the	the	DET
economy-2537	251	14	constraints	constraint	NOUN
economy-2537	251	15	at	at	ADP
economy-2537	251	16	a	a	DET
economy-2537	251	17	significance	significance	NOUN
economy-2537	251	18	level	level	NOUN
economy-2537	251	19	of	of	ADP
economy-2537	251	20	1	1	NUM
economy-2537	251	21	%	%	NOUN
economy-2537	251	22	.	.	PUNCT
economy-2537	252	1	the	the	DET
economy-2537	252	2	null	null	ADJ
economy-2537	252	3	hypothesis	hypothesis	NOUN
economy-2537	252	4	that	that	SCONJ
economy-2537	252	5	there	there	PRON
economy-2537	252	6	is	be	VERB
economy-2537	252	7	no	no	DET
economy-2537	252	8	agreement	agreement	NOUN
economy-2537	252	9	among	among	ADP
economy-2537	252	10	sorghum	sorghum	NOUN
economy-2537	252	11	farmers	farmer	NOUN
economy-2537	252	12	is	be	AUX
economy-2537	252	13	rejected	reject	VERB
economy-2537	252	14	at	at	ADP
economy-2537	252	15	1	1	NUM
economy-2537	252	16	%	%	NOUN
economy-2537	252	17	significance	significance	NOUN
economy-2537	252	18	level	level	NOUN
economy-2537	252	19	.	.	PUNCT
economy-2537	253	1	table-7	table-7	X
economy-2537	253	2	.	.	PUNCT
economy-2537	254	1	ranking	rank	VERB
economy-2537	254	2	of	of	ADP
economy-2537	254	3	constraints	constraint	NOUN
economy-2537	254	4	by	by	ADP
economy-2537	254	5	sorghum	sorghum	NOUN
economy-2537	254	6	farmers	farmer	NOUN
economy-2537	254	7	.	.	PUNCT
economy-2537	255	1	constraint	constraint	NOUN
economy-2537	255	2	mean	mean	VERB
economy-2537	255	3	rank	rank	NOUN
economy-2537	255	4	lack	lack	NOUN
economy-2537	255	5	of	of	ADP
economy-2537	255	6	access	access	NOUN
economy-2537	255	7	to	to	ADP
economy-2537	255	8	credit	credit	NOUN
economy-2537	255	9	3.63	3.63	NUM
economy-2537	255	10	incidence	incidence	NOUN
economy-2537	255	11	of	of	ADP
economy-2537	255	12	pest	pest	NOUN
economy-2537	255	13	and	and	CCONJ
economy-2537	255	14	diseases	disease	NOUN
economy-2537	255	15	2.71	2.71	NUM
economy-2537	255	16	lack	lack	NOUN
economy-2537	255	17	of	of	ADP
economy-2537	255	18	access	access	NOUN
economy-2537	255	19	to	to	ADP
economy-2537	255	20	extension	extension	NOUN
economy-2537	255	21	service	service	NOUN
economy-2537	255	22	4.88	4.88	NUM
economy-2537	255	23	marketing	marketing	NOUN
economy-2537	255	24	problems	problem	NOUN
economy-2537	255	25	6.00	6.00	NUM
economy-2537	255	26	lack	lack	NOUN
economy-2537	255	27	of	of	ADP
economy-2537	255	28	storage	storage	NOUN
economy-2537	255	29	facilities	facility	NOUN
economy-2537	255	30	6.44	6.44	NUM
economy-2537	255	31	high	high	ADJ
economy-2537	255	32	production	production	NOUN
economy-2537	255	33	cost	cost	VERB
economy-2537	255	34	4.25	4.25	NUM
economy-2537	255	35	high	high	ADJ
economy-2537	255	36	labour	labour	NOUN
economy-2537	255	37	cost	cost	VERB
economy-2537	255	38	5.94	5.94	NUM
economy-2537	255	39	natural	natural	ADJ
economy-2537	255	40	disaster	disaster	NOUN
economy-2537	255	41	2.14	2.14	NUM
economy-2537	255	42	source	source	NOUN
economy-2537	255	43	:	:	PUNCT
economy-2537	255	44	field	field	NOUN
economy-2537	255	45	survey	survey	NOUN
economy-2537	255	46	,	,	PUNCT
economy-2537	255	47	2020	2020	NUM
economy-2537	255	48	.	.	PUNCT
economy-2537	256	1	economy	economy	NOUN
economy-2537	256	2	,	,	PUNCT
economy-2537	256	3	2021	2021	NUM
economy-2537	256	4	,	,	PUNCT
economy-2537	256	5	8(1	8(1	NOUN
economy-2537	256	6	):	):	PUNCT
economy-2537	256	7	1	1	NUM
economy-2537	256	8	-	-	SYM
economy-2537	256	9	9	9	NUM
economy-2537	256	10	8	8	NUM
economy-2537	256	11	©	©	PROPN
economy-2537	256	12	2021	2021	NUM
economy-2537	256	13	by	by	ADP
economy-2537	256	14	the	the	DET
economy-2537	256	15	authors	author	NOUN
economy-2537	256	16	;	;	PUNCT
economy-2537	256	17	licensee	licensee	PROPN
economy-2537	256	18	asian	asian	ADJ
economy-2537	256	19	online	online	PROPN
economy-2537	256	20	journal	journal	PROPN
economy-2537	256	21	publishing	publishing	PROPN
economy-2537	256	22	group	group	PROPN
economy-2537	256	23	table-8	table-8	PROPN
economy-2537	256	24	.	.	PUNCT
economy-2537	257	1	kendall	kendall	PROPN
economy-2537	257	2	’s	’s	PART
economy-2537	257	3	w	w	PROPN
economy-2537	257	4	test	test	NOUN
economy-2537	257	5	statistics	statistic	NOUN
economy-2537	257	6	.	.	PUNCT
economy-2537	258	1	n	n	PRON
economy-2537	258	2	100	100	NUM
economy-2537	258	3	kendall	kendall	PROPN
economy-2537	258	4	’s	’s	PART
economy-2537	258	5	w	w	ADP
economy-2537	258	6	0.424	0.424	NUM
economy-2537	258	7	chi	chi	ADJ
economy-2537	258	8	-	-	PUNCT
economy-2537	258	9	square	square	ADJ
economy-2537	258	10	297.136	297.136	NUM
economy-2537	258	11	df	df	NOUN
economy-2537	258	12	7	7	NUM
economy-2537	258	13	asymp	asymp	NOUN
economy-2537	258	14	.	.	PUNCT
economy-2537	259	1	sig	sig	NOUN
economy-2537	259	2	.	.	PUNCT
economy-2537	260	1	0.000	0.000	NUM
economy-2537	260	2	*	*	PUNCT
economy-2537	260	3	*	*	PUNCT
economy-2537	260	4	*	*	PUNCT
economy-2537	260	5	source	source	NOUN
economy-2537	260	6	:	:	PUNCT
economy-2537	260	7	field	field	NOUN
economy-2537	260	8	survey	survey	NOUN
economy-2537	260	9	,	,	PUNCT
economy-2537	260	10	2020	2020	NUM
economy-2537	260	11	.	.	PUNCT
economy-2537	261	1	4	4	X
economy-2537	261	2	.	.	NOUN
economy-2537	261	3	conclusion	conclusion	NOUN
economy-2537	261	4	and	and	CCONJ
economy-2537	261	5	recommendations	recommendation	NOUN
economy-2537	261	6	the	the	DET
economy-2537	261	7	study	study	NOUN
economy-2537	261	8	aimed	aim	VERB
economy-2537	261	9	to	to	PART
economy-2537	261	10	unravel	unravel	VERB
economy-2537	261	11	the	the	DET
economy-2537	261	12	technical	technical	ADJ
economy-2537	261	13	efficiency	efficiency	NOUN
economy-2537	261	14	level	level	NOUN
economy-2537	261	15	of	of	ADP
economy-2537	261	16	sorghum	sorghum	NOUN
economy-2537	261	17	farmers	farmer	NOUN
economy-2537	261	18	including	include	VERB
economy-2537	261	19	its	its	PRON
economy-2537	261	20	determinants	determinant	NOUN
economy-2537	261	21	in	in	ADP
economy-2537	261	22	the	the	DET
economy-2537	261	23	garu	garu	PROPN
economy-2537	261	24	district	district	NOUN
economy-2537	261	25	of	of	ADP
economy-2537	261	26	the	the	DET
economy-2537	261	27	upper	upper	PROPN
economy-2537	261	28	east	east	PROPN
economy-2537	261	29	region	region	NOUN
economy-2537	261	30	.	.	PUNCT
economy-2537	262	1	we	we	PRON
economy-2537	262	2	first	first	ADV
economy-2537	262	3	estimated	estimate	VERB
economy-2537	262	4	the	the	DET
economy-2537	262	5	level	level	NOUN
economy-2537	262	6	of	of	ADP
economy-2537	262	7	technical	technical	ADJ
economy-2537	262	8	efficiency	efficiency	NOUN
economy-2537	262	9	of	of	ADP
economy-2537	262	10	sorghum	sorghum	NOUN
economy-2537	262	11	farmers	farmer	NOUN
economy-2537	262	12	,	,	PUNCT
economy-2537	262	13	the	the	DET
economy-2537	262	14	determinants	determinant	NOUN
economy-2537	262	15	of	of	ADP
economy-2537	262	16	technical	technical	ADJ
economy-2537	262	17	efficiency	efficiency	NOUN
economy-2537	262	18	and	and	CCONJ
economy-2537	262	19	finally	finally	ADV
economy-2537	262	20	identified	identify	VERB
economy-2537	262	21	and	and	CCONJ
economy-2537	262	22	ranked	rank	VERB
economy-2537	262	23	the	the	DET
economy-2537	262	24	constraints	constraint	NOUN
economy-2537	262	25	restraining	restrain	VERB
economy-2537	262	26	sorghum	sorghum	NOUN
economy-2537	262	27	production	production	NOUN
economy-2537	262	28	.	.	PUNCT
economy-2537	263	1	results	result	NOUN
economy-2537	263	2	show	show	VERB
economy-2537	263	3	that	that	SCONJ
economy-2537	263	4	sorghum	sorghum	NOUN
economy-2537	263	5	farmers	farmer	NOUN
economy-2537	263	6	were	be	AUX
economy-2537	263	7	producing	produce	VERB
economy-2537	263	8	below	below	ADP
economy-2537	263	9	the	the	DET
economy-2537	263	10	production	production	NOUN
economy-2537	263	11	frontier	frontier	NOUN
economy-2537	263	12	.	.	PUNCT
economy-2537	264	1	the	the	DET
economy-2537	264	2	level	level	NOUN
economy-2537	264	3	of	of	ADP
economy-2537	264	4	technical	technical	ADJ
economy-2537	264	5	efficiency	efficiency	NOUN
economy-2537	264	6	varied	vary	VERB
economy-2537	264	7	significantly	significantly	ADV
economy-2537	264	8	among	among	ADP
economy-2537	264	9	farmers	farmer	NOUN
economy-2537	264	10	with	with	ADP
economy-2537	264	11	a	a	DET
economy-2537	264	12	minimum	minimum	NOUN
economy-2537	264	13	of	of	ADP
economy-2537	264	14	16.14	16.14	NUM
economy-2537	264	15	%	%	NOUN
economy-2537	264	16	and	and	CCONJ
economy-2537	264	17	a	a	DET
economy-2537	264	18	maximum	maximum	NOUN
economy-2537	264	19	of	of	ADP
economy-2537	264	20	99.11	99.11	NUM
economy-2537	264	21	%	%	NOUN
economy-2537	264	22	.	.	PUNCT
economy-2537	265	1	the	the	DET
economy-2537	265	2	estimated	estimate	VERB
economy-2537	265	3	mean	mean	ADJ
economy-2537	265	4	technical	technical	ADJ
economy-2537	265	5	efficiency	efficiency	NOUN
economy-2537	265	6	level	level	NOUN
economy-2537	265	7	was	be	AUX
economy-2537	265	8	88.92	88.92	NUM
economy-2537	265	9	%	%	NOUN
economy-2537	265	10	which	which	PRON
economy-2537	265	11	means	mean	VERB
economy-2537	265	12	that	that	SCONJ
economy-2537	265	13	11.08	11.08	NUM
economy-2537	265	14	%	%	NOUN
economy-2537	265	15	of	of	ADP
economy-2537	265	16	sorghum	sorghum	NOUN
economy-2537	265	17	output	output	NOUN
economy-2537	265	18	was	be	AUX
economy-2537	265	19	not	not	PART
economy-2537	265	20	realized	realize	VERB
economy-2537	265	21	.	.	PUNCT
economy-2537	266	1	the	the	DET
economy-2537	266	2	results	result	NOUN
economy-2537	266	3	also	also	ADV
economy-2537	266	4	indicated	indicate	VERB
economy-2537	266	5	that	that	SCONJ
economy-2537	266	6	age	age	NOUN
economy-2537	266	7	,	,	PUNCT
economy-2537	266	8	level	level	NOUN
economy-2537	266	9	of	of	ADP
economy-2537	266	10	education	education	NOUN
economy-2537	266	11	,	,	PUNCT
economy-2537	266	12	farmer	farmer	NOUN
economy-2537	266	13	association	association	PROPN
economy-2537	266	14	,	,	PUNCT
economy-2537	266	15	household	household	NOUN
economy-2537	266	16	size	size	NOUN
economy-2537	266	17	,	,	PUNCT
economy-2537	266	18	experience	experience	NOUN
economy-2537	266	19	,	,	PUNCT
economy-2537	266	20	variety	variety	NOUN
economy-2537	266	21	,	,	PUNCT
economy-2537	266	22	access	access	NOUN
economy-2537	266	23	to	to	ADP
economy-2537	266	24	extension	extension	NOUN
economy-2537	266	25	,	,	PUNCT
economy-2537	266	26	access	access	NOUN
economy-2537	266	27	to	to	ADP
economy-2537	266	28	credit	credit	NOUN
economy-2537	266	29	,	,	PUNCT
economy-2537	266	30	access	access	NOUN
economy-2537	266	31	to	to	ADP
economy-2537	266	32	the	the	DET
economy-2537	266	33	market	market	NOUN
economy-2537	266	34	and	and	CCONJ
economy-2537	266	35	distance	distance	NOUN
economy-2537	266	36	to	to	ADP
economy-2537	266	37	the	the	DET
economy-2537	266	38	market	market	NOUN
economy-2537	266	39	were	be	AUX
economy-2537	266	40	the	the	DET
economy-2537	266	41	significant	significant	ADJ
economy-2537	266	42	variables	variable	NOUN
economy-2537	266	43	affecting	affect	VERB
economy-2537	266	44	technical	technical	ADJ
economy-2537	266	45	efficiency	efficiency	NOUN
economy-2537	266	46	in	in	ADP
economy-2537	266	47	sorghum	sorghum	NOUN
economy-2537	266	48	production	production	NOUN
economy-2537	266	49	.	.	PUNCT
economy-2537	267	1	age	age	NOUN
economy-2537	267	2	,	,	PUNCT
economy-2537	267	3	variety	variety	NOUN
economy-2537	267	4	,	,	PUNCT
economy-2537	267	5	access	access	NOUN
economy-2537	267	6	to	to	ADP
economy-2537	267	7	credit	credit	NOUN
economy-2537	267	8	,	,	PUNCT
economy-2537	267	9	access	access	NOUN
economy-2537	267	10	to	to	ADP
economy-2537	267	11	market	market	NOUN
economy-2537	267	12	and	and	CCONJ
economy-2537	267	13	distance	distance	NOUN
economy-2537	267	14	to	to	ADP
economy-2537	267	15	the	the	DET
economy-2537	267	16	market	market	NOUN
economy-2537	267	17	were	be	AUX
economy-2537	267	18	found	find	VERB
economy-2537	267	19	to	to	PART
economy-2537	267	20	have	have	VERB
economy-2537	267	21	an	an	DET
economy-2537	267	22	indirect	indirect	ADJ
economy-2537	267	23	relationship	relationship	NOUN
economy-2537	267	24	with	with	ADP
economy-2537	267	25	technical	technical	ADJ
economy-2537	267	26	efficiency	efficiency	NOUN
economy-2537	267	27	,	,	PUNCT
economy-2537	267	28	whereas	whereas	SCONJ
economy-2537	267	29	the	the	DET
economy-2537	267	30	level	level	NOUN
economy-2537	267	31	of	of	ADP
economy-2537	267	32	education	education	NOUN
economy-2537	267	33	,	,	PUNCT
economy-2537	267	34	farmer	farmer	NOUN
economy-2537	267	35	association	association	PROPN
economy-2537	267	36	,	,	PUNCT
economy-2537	267	37	household	household	NOUN
economy-2537	267	38	size	size	NOUN
economy-2537	267	39	,	,	PUNCT
economy-2537	267	40	experience	experience	NOUN
economy-2537	267	41	and	and	CCONJ
economy-2537	267	42	access	access	NOUN
economy-2537	267	43	to	to	ADP
economy-2537	267	44	extension	extension	NOUN
economy-2537	267	45	was	be	AUX
economy-2537	267	46	found	find	VERB
economy-2537	267	47	to	to	PART
economy-2537	267	48	have	have	VERB
economy-2537	267	49	a	a	DET
economy-2537	267	50	direct	direct	ADJ
economy-2537	267	51	relationship	relationship	NOUN
economy-2537	267	52	with	with	ADP
economy-2537	267	53	technical	technical	ADJ
economy-2537	267	54	efficiency	efficiency	NOUN
economy-2537	267	55	.	.	PUNCT
economy-2537	268	1	results	result	NOUN
economy-2537	268	2	also	also	ADV
economy-2537	268	3	showed	show	VERB
economy-2537	268	4	that	that	SCONJ
economy-2537	268	5	natural	natural	ADJ
economy-2537	268	6	disasters	disaster	NOUN
economy-2537	268	7	,	,	PUNCT
economy-2537	268	8	the	the	DET
economy-2537	268	9	incidence	incidence	NOUN
economy-2537	268	10	of	of	ADP
economy-2537	268	11	pest	pest	NOUN
economy-2537	268	12	and	and	CCONJ
economy-2537	268	13	diseases	disease	NOUN
economy-2537	268	14	,	,	PUNCT
economy-2537	268	15	lack	lack	NOUN
economy-2537	268	16	of	of	ADP
economy-2537	268	17	access	access	NOUN
economy-2537	268	18	to	to	ADP
economy-2537	268	19	credit	credit	NOUN
economy-2537	268	20	and	and	CCONJ
economy-2537	268	21	high	high	ADJ
economy-2537	268	22	production	production	NOUN
economy-2537	268	23	cost	cost	NOUN
economy-2537	268	24	were	be	AUX
economy-2537	268	25	the	the	DET
economy-2537	268	26	major	major	ADJ
economy-2537	268	27	constraints	constraint	NOUN
economy-2537	268	28	limiting	limit	VERB
economy-2537	268	29	sorghum	sorghum	NOUN
economy-2537	268	30	production	production	NOUN
economy-2537	268	31	.	.	PUNCT
economy-2537	269	1	the	the	DET
economy-2537	269	2	study	study	NOUN
economy-2537	269	3	revealed	reveal	VERB
economy-2537	269	4	that	that	SCONJ
economy-2537	269	5	farm	farm	NOUN
economy-2537	269	6	size	size	NOUN
economy-2537	269	7	and	and	CCONJ
economy-2537	269	8	fertilizer	fertilizer	NOUN
economy-2537	269	9	were	be	AUX
economy-2537	269	10	found	find	VERB
economy-2537	269	11	to	to	PART
economy-2537	269	12	have	have	VERB
economy-2537	269	13	a	a	DET
economy-2537	269	14	significant	significant	ADJ
economy-2537	269	15	influence	influence	NOUN
economy-2537	269	16	on	on	ADP
economy-2537	269	17	sorghum	sorghum	NOUN
economy-2537	269	18	production	production	NOUN
economy-2537	269	19	in	in	ADP
economy-2537	269	20	the	the	DET
economy-2537	269	21	study	study	NOUN
economy-2537	269	22	area	area	NOUN
economy-2537	269	23	.	.	PUNCT
economy-2537	270	1	based	base	VERB
economy-2537	270	2	on	on	ADP
economy-2537	270	3	the	the	DET
economy-2537	270	4	highlighted	highlight	VERB
economy-2537	270	5	findings	finding	NOUN
economy-2537	270	6	,	,	PUNCT
economy-2537	270	7	we	we	PRON
economy-2537	270	8	recommend	recommend	VERB
economy-2537	270	9	that	that	SCONJ
economy-2537	270	10	the	the	DET
economy-2537	270	11	government	government	NOUN
economy-2537	270	12	through	through	ADP
economy-2537	270	13	the	the	DET
economy-2537	270	14	ministry	ministry	PROPN
economy-2537	270	15	of	of	ADP
economy-2537	270	16	food	food	NOUN
economy-2537	270	17	and	and	CCONJ
economy-2537	270	18	agriculture	agriculture	NOUN
economy-2537	270	19	should	should	AUX
economy-2537	270	20	educate	educate	VERB
economy-2537	270	21	farmers	farmer	NOUN
economy-2537	270	22	on	on	ADP
economy-2537	270	23	climate	climate	NOUN
economy-2537	270	24	-	-	PUNCT
economy-2537	270	25	smart	smart	ADJ
economy-2537	270	26	technologies	technology	NOUN
economy-2537	270	27	to	to	PART
economy-2537	270	28	help	help	VERB
economy-2537	270	29	lessen	lessen	VERB
economy-2537	270	30	the	the	DET
economy-2537	270	31	impact	impact	NOUN
economy-2537	270	32	on	on	ADP
economy-2537	270	33	climate	climate	NOUN
economy-2537	270	34	variability	variability	NOUN
economy-2537	270	35	that	that	PRON
economy-2537	270	36	serves	serve	VERB
economy-2537	270	37	as	as	ADP
economy-2537	270	38	a	a	DET
economy-2537	270	39	constraint	constraint	NOUN
economy-2537	270	40	in	in	ADP
economy-2537	270	41	sorghum	sorghum	NOUN
economy-2537	270	42	production	production	NOUN
economy-2537	270	43	in	in	ADP
economy-2537	270	44	the	the	DET
economy-2537	270	45	study	study	NOUN
economy-2537	270	46	area	area	NOUN
economy-2537	270	47	.	.	PUNCT
economy-2537	271	1	apart	apart	ADV
economy-2537	271	2	from	from	ADP
economy-2537	271	3	access	access	NOUN
economy-2537	271	4	to	to	ADP
economy-2537	271	5	extension	extension	NOUN
economy-2537	271	6	,	,	PUNCT
economy-2537	271	7	farmers	farmer	NOUN
economy-2537	271	8	should	should	AUX
economy-2537	271	9	also	also	ADV
economy-2537	271	10	be	be	AUX
economy-2537	271	11	encouraged	encourage	VERB
economy-2537	271	12	to	to	PART
economy-2537	271	13	form	form	VERB
economy-2537	271	14	farmer	farmer	NOUN
economy-2537	271	15	associations	association	NOUN
economy-2537	271	16	where	where	SCONJ
economy-2537	271	17	they	they	PRON
economy-2537	271	18	can	can	AUX
economy-2537	271	19	learn	learn	VERB
economy-2537	271	20	from	from	ADP
economy-2537	271	21	one	one	NUM
economy-2537	271	22	another	another	DET
economy-2537	271	23	to	to	PART
economy-2537	271	24	correct	correct	VERB
economy-2537	271	25	some	some	PRON
economy-2537	271	26	of	of	ADP
economy-2537	271	27	the	the	DET
economy-2537	271	28	inefficiencies	inefficiency	NOUN
economy-2537	271	29	.	.	PUNCT
economy-2537	272	1	also	also	ADV
economy-2537	272	2	,	,	PUNCT
economy-2537	272	3	the	the	DET
economy-2537	272	4	current	current	ADJ
economy-2537	272	5	planting	planting	NOUN
economy-2537	272	6	for	for	ADP
economy-2537	272	7	food	food	NOUN
economy-2537	272	8	and	and	CCONJ
economy-2537	272	9	jobs	job	NOUN
economy-2537	272	10	policy	policy	NOUN
economy-2537	272	11	should	should	AUX
economy-2537	272	12	be	be	AUX
economy-2537	272	13	encouraged	encourage	VERB
economy-2537	272	14	and	and	CCONJ
economy-2537	272	15	improved	improve	VERB
economy-2537	272	16	to	to	PART
economy-2537	272	17	enhance	enhance	VERB
economy-2537	272	18	production	production	NOUN
economy-2537	272	19	and	and	CCONJ
economy-2537	272	20	productivity	productivity	NOUN
economy-2537	272	21	in	in	ADP
economy-2537	272	22	the	the	DET
economy-2537	272	23	country	country	NOUN
economy-2537	272	24	as	as	ADP
economy-2537	272	25	a	a	DET
economy-2537	272	26	whole	whole	NOUN
economy-2537	272	27	since	since	SCONJ
economy-2537	272	28	is	be	AUX
economy-2537	272	29	a	a	DET
economy-2537	272	30	major	major	ADJ
economy-2537	272	31	source	source	NOUN
economy-2537	272	32	of	of	ADP
economy-2537	272	33	credit	credit	NOUN
economy-2537	272	34	for	for	ADP
economy-2537	272	35	the	the	DET
economy-2537	272	36	farmers	farmer	NOUN
economy-2537	272	37	.	.	PUNCT
economy-2537	273	1	references	reference	NOUN
economy-2537	273	2	abdul	abdul	PROPN
economy-2537	273	3	-	-	PUNCT
economy-2537	273	4	rahaman	rahaman	NOUN
economy-2537	273	5	,	,	PUNCT
economy-2537	273	6	a.	a.	NOUN
economy-2537	273	7	(	(	PUNCT
economy-2537	273	8	2016	2016	NUM
economy-2537	273	9	)	)	PUNCT
economy-2537	273	10	.	.	PUNCT
economy-2537	274	1	stochastic	stochastic	ADJ
economy-2537	274	2	frontier	frontier	NOUN
economy-2537	274	3	analysis	analysis	NOUN
economy-2537	274	4	(	(	PUNCT
economy-2537	274	5	sfa	sfa	PROPN
economy-2537	274	6	)	)	PUNCT
economy-2537	274	7	of	of	ADP
economy-2537	274	8	technical	technical	ADJ
economy-2537	274	9	efficiency	efficiency	NOUN
economy-2537	274	10	,	,	PUNCT
economy-2537	274	11	insights	insight	NOUN
economy-2537	274	12	from	from	ADP
economy-2537	274	13	smallholder	smallholder	NOUN
economy-2537	274	14	cotton	cotton	NOUN
economy-2537	274	15	farmers	farmer	NOUN
economy-2537	274	16	in	in	ADP
economy-2537	274	17	the	the	DET
economy-2537	274	18	northern	northern	ADJ
economy-2537	274	19	region	region	NOUN
economy-2537	274	20	of	of	ADP
economy-2537	274	21	ghana	ghana	PROPN
economy-2537	274	22	.	.	PUNCT
economy-2537	275	1	global	global	ADJ
economy-2537	275	2	journal	journal	PROPN
economy-2537	275	3	of	of	ADP
economy-2537	275	4	agricultural	agricultural	ADJ
economy-2537	275	5	economics	economic	NOUN
economy-2537	275	6	,	,	PUNCT
economy-2537	275	7	extension	extension	NOUN
economy-2537	275	8	and	and	CCONJ
economy-2537	275	9	rural	rural	ADJ
economy-2537	275	10	development	development	NOUN
economy-2537	275	11	,	,	PUNCT
economy-2537	275	12	4(1	4(1	NOUN
economy-2537	275	13	)	)	PUNCT
economy-2537	275	14	,	,	PUNCT
economy-2537	275	15	361	361	NUM
economy-2537	275	16	-	-	SYM
economy-2537	275	17	367	367	NUM
economy-2537	275	18	.	.	PUNCT
economy-2537	276	1	ahmad	ahmad	PROPN
economy-2537	276	2	,	,	PUNCT
economy-2537	276	3	n.	n.	NOUN
economy-2537	276	4	,	,	PUNCT
economy-2537	276	5	&	&	CCONJ
economy-2537	276	6	singh	singh	PROPN
economy-2537	276	7	,	,	PUNCT
economy-2537	276	8	k.	k.	PROPN
economy-2537	276	9	m.	m.	PROPN
economy-2537	276	10	(	(	PUNCT
economy-2537	276	11	2018	2018	NUM
economy-2537	276	12	)	)	PUNCT
economy-2537	276	13	.	.	PUNCT
economy-2537	277	1	resource	resource	NOUN
economy-2537	277	2	use	use	VERB
economy-2537	277	3	efficiency	efficiency	NOUN
economy-2537	277	4	in	in	ADP
economy-2537	277	5	sugarcane	sugarcane	NOUN
economy-2537	277	6	production	production	NOUN
economy-2537	277	7	in	in	ADP
economy-2537	277	8	bihar	bihar	PROPN
economy-2537	277	9	(	(	PUNCT
economy-2537	277	10	india	india	PROPN
economy-2537	277	11	):	):	PUNCT
economy-2537	277	12	a	a	DET
economy-2537	277	13	stochastic	stochastic	ADJ
economy-2537	277	14	frontier	frontier	NOUN
economy-2537	277	15	analysis	analysis	NOUN
economy-2537	277	16	.	.	PUNCT
economy-2537	277	17	.	.	PUNCT
economy-2537	278	1	an	an	DET
economy-2537	278	2	international	international	ADJ
economy-2537	278	3	refereed	refereed	ADJ
economy-2537	278	4	peer	peer	NOUN
economy-2537	278	5	reviewed	review	VERB
economy-2537	278	6	&	&	CCONJ
economy-2537	278	7	indexed	index	VERB
economy-2537	278	8	quarterly	quarterly	ADJ
economy-2537	278	9	journal	journal	NOUN
economy-2537	278	10	in	in	ADP
economy-2537	278	11	science	science	PROPN
economy-2537	278	12	,	,	PUNCT
economy-2537	278	13	agriculture	agriculture	NOUN
economy-2537	278	14	&	&	CCONJ
economy-2537	278	15	engineering	engineering	PROPN
economy-2537	278	16	,	,	PUNCT
economy-2537	278	17	8(25	8(25	NUM
economy-2537	278	18	)	)	PUNCT
economy-2537	278	19	,	,	PUNCT
economy-2537	278	20	131–133	131–133	NUM
economy-2537	278	21	.	.	PUNCT
economy-2537	279	1	ahmed	ahmed	PROPN
economy-2537	279	2	,	,	PUNCT
economy-2537	279	3	m.	m.	PROPN
economy-2537	279	4	h.	h.	PROPN
economy-2537	279	5	,	,	PUNCT
economy-2537	279	6	lemma	lemma	PROPN
economy-2537	279	7	,	,	PUNCT
economy-2537	279	8	z.	z.	PROPN
economy-2537	279	9	,	,	PUNCT
economy-2537	279	10	&	&	CCONJ
economy-2537	279	11	endrias	endrias	PROPN
economy-2537	279	12	,	,	PUNCT
economy-2537	279	13	g.	g.	PROPN
economy-2537	279	14	(	(	PUNCT
economy-2537	279	15	2014	2014	NUM
economy-2537	279	16	)	)	PUNCT
economy-2537	279	17	.	.	PUNCT
economy-2537	280	1	technical	technical	ADJ
economy-2537	280	2	efficiency	efficiency	NOUN
economy-2537	280	3	of	of	ADP
economy-2537	280	4	maize	maize	NOUN
economy-2537	280	5	producing	produce	VERB
economy-2537	280	6	farmers	farmer	NOUN
economy-2537	280	7	in	in	ADP
economy-2537	280	8	arsi	arsi	ADJ
economy-2537	280	9	negelle	negelle	NOUN
economy-2537	280	10	,	,	PUNCT
economy-2537	280	11	central	central	ADJ
economy-2537	280	12	rift	rift	NOUN
economy-2537	280	13	valley	valley	NOUN
economy-2537	280	14	of	of	ADP
economy-2537	280	15	ethiopia	ethiopia	PROPN
economy-2537	280	16	:	:	PUNCT
economy-2537	280	17	stochastic	stochastic	ADJ
economy-2537	280	18	frontier	frontier	NOUN
economy-2537	280	19	approach	approach	NOUN
economy-2537	280	20	.	.	PUNCT
economy-2537	281	1	poljoprivreda	poljoprivreda	NOUN
economy-2537	281	2	i	i	PRON
economy-2537	281	3	sumarstvo	sumarstvo	VERB
economy-2537	281	4	,	,	PUNCT
economy-2537	281	5	60(1	60(1	NUM
economy-2537	281	6	)	)	PUNCT
economy-2537	281	7	,	,	PUNCT
economy-2537	281	8	157	157	NUM
economy-2537	281	9	-	-	SYM
economy-2537	281	10	167	167	NUM
economy-2537	281	11	.	.	PUNCT
economy-2537	282	1	aigner	aigner	PROPN
economy-2537	282	2	,	,	PUNCT
economy-2537	282	3	d.	d.	PROPN
economy-2537	282	4	,	,	PUNCT
economy-2537	282	5	lovell	lovell	PROPN
economy-2537	282	6	,	,	PUNCT
economy-2537	282	7	c.	c.	PROPN
economy-2537	282	8	k.	k.	PROPN
economy-2537	282	9	,	,	PUNCT
economy-2537	282	10	&	&	CCONJ
economy-2537	282	11	schmidt	schmidt	PROPN
economy-2537	282	12	,	,	PUNCT
economy-2537	282	13	p.	p.	NOUN
economy-2537	282	14	(	(	PUNCT
economy-2537	282	15	1977	1977	NUM
economy-2537	282	16	)	)	PUNCT
economy-2537	282	17	.	.	PUNCT
economy-2537	283	1	formulation	formulation	NOUN
economy-2537	283	2	and	and	CCONJ
economy-2537	283	3	estimation	estimation	NOUN
economy-2537	283	4	of	of	ADP
economy-2537	283	5	stochastic	stochastic	ADJ
economy-2537	283	6	frontier	frontier	NOUN
economy-2537	283	7	production	production	NOUN
economy-2537	283	8	function	function	NOUN
economy-2537	283	9	models	model	NOUN
economy-2537	283	10	.	.	PUNCT
economy-2537	284	1	journal	journal	NOUN
economy-2537	284	2	of	of	ADP
economy-2537	284	3	econometrics	econometric	NOUN
economy-2537	284	4	,	,	PUNCT
economy-2537	284	5	6(1	6(1	NUM
economy-2537	284	6	)	)	PUNCT
economy-2537	284	7	,	,	PUNCT
economy-2537	284	8	21–37.available	21–37.available	NUM
economy-2537	284	9	at	at	ADP
economy-2537	284	10	:	:	PUNCT
economy-2537	284	11	https://doi.org/10.1016/0304-4076(77)90052-5	https://doi.org/10.1016/0304-4076(77)90052-5	PROPN
economy-2537	284	12	.	.	X
economy-2537	284	13	anang	anang	PROPN
economy-2537	284	14	,	,	PUNCT
economy-2537	284	15	b.	b.	PROPN
economy-2537	284	16	t.	t.	PROPN
economy-2537	284	17	(	(	PUNCT
economy-2537	284	18	2016	2016	NUM
economy-2537	284	19	)	)	PUNCT
economy-2537	284	20	.	.	PUNCT
economy-2537	285	1	technical	technical	ADJ
economy-2537	285	2	efficiency	efficiency	NOUN
economy-2537	285	3	and	and	CCONJ
economy-2537	285	4	its	its	PRON
economy-2537	285	5	determinants	determinant	NOUN
economy-2537	285	6	in	in	ADP
economy-2537	285	7	smallholder	smallholder	NOUN
economy-2537	285	8	rice	rice	NOUN
economy-2537	285	9	production	production	NOUN
economy-2537	285	10	in	in	ADP
economy-2537	285	11	northern	northern	ADJ
economy-2537	285	12	ghana	ghana	PROPN
economy-2537	285	13	.	.	PUNCT
economy-2537	286	1	journal	journal	NOUN
economy-2537	286	2	of	of	ADP
economy-2537	286	3	developing	develop	VERB
economy-2537	286	4	areas	area	NOUN
economy-2537	286	5	,	,	PUNCT
economy-2537	286	6	50(1	50(1	NUM
economy-2537	286	7	)	)	PUNCT
economy-2537	286	8	,	,	PUNCT
economy-2537	286	9	311–328.available	311–328.available	NUM
economy-2537	286	10	at	at	ADP
economy-2537	286	11	:	:	PUNCT
economy-2537	286	12	https://doi.org/10.1353/jda.2016.0072	https://doi.org/10.1353/jda.2016.0072	NOUN
economy-2537	286	13	.	.	PROPN
economy-2537	286	14	battese	battese	PROPN
economy-2537	286	15	,	,	PUNCT
economy-2537	286	16	g.	g.	PROPN
economy-2537	286	17	e.	e.	PROPN
economy-2537	286	18	,	,	PUNCT
economy-2537	286	19	&	&	CCONJ
economy-2537	286	20	coelli	coelli	PROPN
economy-2537	286	21	,	,	PUNCT
economy-2537	286	22	t.	t.	PROPN
economy-2537	286	23	j.	j.	PROPN
economy-2537	286	24	(	(	PUNCT
economy-2537	286	25	1995	1995	NUM
economy-2537	286	26	)	)	PUNCT
economy-2537	286	27	.	.	PUNCT
economy-2537	287	1	a	a	DET
economy-2537	287	2	model	model	NOUN
economy-2537	287	3	for	for	ADP
economy-2537	287	4	technical	technical	ADJ
economy-2537	287	5	inefficiency	inefficiency	NOUN
economy-2537	287	6	effects	effect	NOUN
economy-2537	287	7	in	in	ADP
economy-2537	287	8	a	a	DET
economy-2537	287	9	stochastic	stochastic	ADJ
economy-2537	287	10	frontier	frontier	NOUN
economy-2537	287	11	production	production	NOUN
economy-2537	287	12	function	function	NOUN
economy-2537	287	13	for	for	ADP
economy-2537	287	14	panel	panel	NOUN
economy-2537	287	15	data	datum	NOUN
economy-2537	287	16	.	.	PUNCT
economy-2537	288	1	empirical	empirical	ADJ
economy-2537	288	2	economics	economic	NOUN
economy-2537	288	3	,	,	PUNCT
economy-2537	288	4	20(2	20(2	NUM
economy-2537	288	5	)	)	PUNCT
economy-2537	288	6	,	,	PUNCT
economy-2537	288	7	325-332.available	325-332.available	NUM
economy-2537	288	8	at	at	ADP
economy-2537	288	9	:	:	PUNCT
economy-2537	288	10	https://doi.org/10.1007/bf01205442	https://doi.org/10.1007/bf01205442	ADJ
economy-2537	288	11	.	.	NOUN
economy-2537	288	12	bempomaa	bempomaa	NOUN
economy-2537	288	13	,	,	PUNCT
economy-2537	288	14	b.	b.	PROPN
economy-2537	288	15	(	(	PUNCT
economy-2537	288	16	2014	2014	NUM
economy-2537	288	17	)	)	PUNCT
economy-2537	288	18	.	.	PUNCT
economy-2537	289	1	technical	technical	ADJ
economy-2537	289	2	efficiency	efficiency	NOUN
economy-2537	289	3	in	in	ADP
economy-2537	289	4	maize	maize	NOUN
economy-2537	289	5	production	production	NOUN
economy-2537	289	6	in	in	ADP
economy-2537	289	7	ejura	ejura	ADJ
economy-2537	289	8	sekyedumase	sekyedumase	PROPN
economy-2537	289	9	district	district	NOUN
economy-2537	289	10	.	.	PUNCT
economy-2537	290	1	doctoral	doctoral	ADJ
economy-2537	290	2	dissertation	dissertation	NOUN
economy-2537	290	3	,	,	PUNCT
economy-2537	290	4	university	university	NOUN
economy-2537	290	5	of	of	ADP
economy-2537	290	6	cape	cape	PROPN
economy-2537	290	7	coast	coast	PROPN
economy-2537	290	8	.	.	PUNCT
economy-2537	291	1	danso	danso	NOUN
economy-2537	291	2	-	-	PUNCT
economy-2537	291	3	abbeam	abbeam	NOUN
economy-2537	291	4	,	,	PUNCT
economy-2537	291	5	g.	g.	PROPN
economy-2537	291	6	,	,	PUNCT
economy-2537	291	7	bosiako	bosiako	PROPN
economy-2537	291	8	,	,	PUNCT
economy-2537	291	9	j.	j.	PROPN
economy-2537	291	10	a.	a.	PROPN
economy-2537	291	11	,	,	PUNCT
economy-2537	291	12	ehiakpor	ehiakpor	NOUN
economy-2537	291	13	,	,	PUNCT
economy-2537	291	14	d.	d.	PROPN
economy-2537	291	15	s.	s.	PROPN
economy-2537	291	16	,	,	PUNCT
economy-2537	291	17	&	&	CCONJ
economy-2537	291	18	mabe	mabe	PROPN
economy-2537	291	19	,	,	PUNCT
economy-2537	291	20	f.	f.	PROPN
economy-2537	291	21	n.	n.	PROPN
economy-2537	291	22	(	(	PUNCT
economy-2537	291	23	2018	2018	NUM
economy-2537	291	24	)	)	PUNCT
economy-2537	291	25	.	.	PUNCT
economy-2537	292	1	adoption	adoption	NOUN
economy-2537	292	2	of	of	ADP
economy-2537	292	3	improved	improved	ADJ
economy-2537	292	4	maize	maize	NOUN
economy-2537	292	5	variety	variety	NOUN
economy-2537	292	6	among	among	ADP
economy-2537	292	7	farm	farm	NOUN
economy-2537	292	8	households	household	NOUN
economy-2537	292	9	in	in	ADP
economy-2537	292	10	the	the	DET
economy-2537	292	11	northern	northern	ADJ
economy-2537	292	12	region	region	NOUN
economy-2537	292	13	of	of	ADP
economy-2537	292	14	ghana	ghana	PROPN
economy-2537	292	15	.	.	PUNCT
economy-2537	293	1	cogent	cogent	NOUN
economy-2537	293	2	economics	economics	PROPN
economy-2537	293	3	&	&	CCONJ
economy-2537	293	4	finance	finance	PROPN
economy-2537	293	5	,	,	PUNCT
economy-2537	293	6	109(1	109(1	NUM
economy-2537	293	7	)	)	PUNCT
economy-2537	293	8	,	,	PUNCT
economy-2537	293	9	1–14.available	1–14.available	NUM
economy-2537	293	10	at	at	ADP
economy-2537	293	11	:	:	PUNCT
economy-2537	293	12	https://doi.org/10.1080/23322039.2017.1416896	https://doi.org/10.1080/23322039.2017.1416896	PROPN
economy-2537	293	13	.	.	PUNCT
economy-2537	294	1	danso	danso	PROPN
economy-2537	294	2	-	-	PUNCT
economy-2537	294	3	abbeam	abbeam	NOUN
economy-2537	294	4	.	.	PUNCT
economy-2537	294	5	,	,	PUNCT
economy-2537	295	1	g.	g.	PROPN
economy-2537	295	2	,	,	PUNCT
economy-2537	295	3	dahamani	dahamani	PROPN
economy-2537	295	4	,	,	PUNCT
economy-2537	295	5	a.	a.	NOUN
economy-2537	295	6	,	,	PUNCT
economy-2537	295	7	&	&	CCONJ
economy-2537	295	8	bawa	bawa	PROPN
economy-2537	295	9	,	,	PUNCT
economy-2537	295	10	g.	g.	PROPN
economy-2537	295	11	(	(	PUNCT
economy-2537	295	12	2015	2015	NUM
economy-2537	295	13	)	)	PUNCT
economy-2537	295	14	.	.	PUNCT
economy-2537	296	1	resource	resource	NOUN
economy-2537	296	2	-	-	PUNCT
economy-2537	296	3	use	use	NOUN
economy-2537	296	4	-	-	PUNCT
economy-2537	296	5	efficiency	efficiency	NOUN
economy-2537	296	6	among	among	ADP
economy-2537	296	7	smallholder	smallholder	NOUN
economy-2537	296	8	groundnut	groundnut	NOUN
economy-2537	296	9	farmers	farmer	NOUN
economy-2537	296	10	in	in	ADP
economy-2537	296	11	northern	northern	ADJ
economy-2537	296	12	region	region	NOUN
economy-2537	296	13	,	,	PUNCT
economy-2537	296	14	ghana	ghana	PROPN
economy-2537	296	15	.	.	PUNCT
economy-2537	297	1	american	american	PROPN
economy-2537	297	2	journal	journal	PROPN
economy-2537	297	3	of	of	ADP
economy-2537	297	4	experimental	experimental	ADJ
economy-2537	297	5	agriculture	agriculture	NOUN
economy-2537	297	6	,	,	PUNCT
economy-2537	297	7	6(5	6(5	NUM
economy-2537	297	8	)	)	PUNCT
economy-2537	297	9	,	,	PUNCT
economy-2537	297	10	290-304.available	290-304.available	NUM
economy-2537	297	11	at	at	ADP
economy-2537	297	12	:	:	PUNCT
economy-2537	297	13	https://doi.org/10.9734/ajea/2015/14924	https://doi.org/10.9734/ajea/2015/14924	NOUN
economy-2537	297	14	.	.	PUNCT
economy-2537	298	1	darfour	darfour	PROPN
economy-2537	298	2	,	,	PUNCT
economy-2537	298	3	b.	b.	PROPN
economy-2537	298	4	,	,	PUNCT
economy-2537	298	5	&	&	CCONJ
economy-2537	298	6	rosentrater	rosentrater	PROPN
economy-2537	298	7	,	,	PUNCT
economy-2537	298	8	k.	k.	PROPN
economy-2537	298	9	a.	a.	PROPN
economy-2537	298	10	(	(	PUNCT
economy-2537	298	11	2018	2018	NUM
economy-2537	298	12	)	)	PUNCT
economy-2537	298	13	.	.	PUNCT
economy-2537	299	1	grain	grain	NOUN
economy-2537	299	2	cultivation	cultivation	NOUN
economy-2537	299	3	and	and	CCONJ
economy-2537	299	4	its	its	PRON
economy-2537	299	5	association	association	NOUN
economy-2537	299	6	problems	problem	NOUN
economy-2537	299	7	:	:	PUNCT
economy-2537	299	8	overview	overview	NOUN
economy-2537	299	9	of	of	ADP
economy-2537	299	10	ghana	ghana	PROPN
economy-2537	299	11	(	(	PUNCT
economy-2537	299	12	2016	2016	NUM
economy-2537	299	13	)	)	PUNCT
economy-2537	299	14	.	.	PUNCT
economy-2537	300	1	paper	paper	NOUN
economy-2537	300	2	presented	present	VERB
economy-2537	300	3	at	at	ADP
economy-2537	300	4	the	the	DET
economy-2537	300	5	agricultural	agricultural	ADJ
economy-2537	300	6	and	and	CCONJ
economy-2537	300	7	biosystems	biosystems	PROPN
economy-2537	300	8	engineering	engineering	NOUN
economy-2537	300	9	conference	conference	NOUN
economy-2537	300	10	proceedings	proceeding	NOUN
economy-2537	300	11	and	and	CCONJ
economy-2537	300	12	presentations	presentation	NOUN
economy-2537	300	13	.	.	PUNCT
economy-2537	301	1	deb	deb	PROPN
economy-2537	301	2	,	,	PUNCT
economy-2537	301	3	u.	u.	PROPN
economy-2537	301	4	c.	c.	PROPN
economy-2537	301	5	b.	b.	PROPN
economy-2537	301	6	(	(	PUNCT
economy-2537	301	7	2004	2004	NUM
economy-2537	301	8	)	)	PUNCT
economy-2537	301	9	.	.	PUNCT
economy-2537	302	1	global	global	ADJ
economy-2537	302	2	sorghum	sorghum	NOUN
economy-2537	302	3	production	production	NOUN
economy-2537	302	4	scenario	scenario	NOUN
economy-2537	302	5	.	.	PUNCT
economy-2537	303	1	retrieved	retrieve	VERB
economy-2537	303	2	from	from	ADP
economy-2537	303	3	https://www.researchgate.net/publication/277182810_global_sorghum_production_scenario	https://www.researchgate.net/publication/277182810_global_sorghum_production_scenario	PROPN
economy-2537	303	4	.	.	PUNCT
economy-2537	304	1	dessale	dessale	PROPN
economy-2537	304	2	,	,	PUNCT
economy-2537	304	3	m.	m.	NOUN
economy-2537	304	4	,	,	PUNCT
economy-2537	304	5	&	&	CCONJ
economy-2537	304	6	tegegne	tegegne	PROPN
economy-2537	304	7	,	,	PUNCT
economy-2537	304	8	b.	b.	PROPN
economy-2537	304	9	(	(	PUNCT
economy-2537	304	10	2017	2017	NUM
economy-2537	304	11	)	)	PUNCT
economy-2537	304	12	.	.	PUNCT
economy-2537	305	1	technical	technical	ADJ
economy-2537	305	2	efficiency	efficiency	NOUN
economy-2537	305	3	in	in	ADP
economy-2537	305	4	teff	teff	NOUN
economy-2537	305	5	production	production	NOUN
economy-2537	305	6	:	:	PUNCT
economy-2537	305	7	the	the	DET
economy-2537	305	8	case	case	NOUN
economy-2537	305	9	of	of	ADP
economy-2537	305	10	smallholder	smallholder	NOUN
economy-2537	305	11	farmers	farmer	NOUN
economy-2537	305	12	in	in	ADP
economy-2537	305	13	jamma	jamma	PROPN
economy-2537	305	14	district	district	PROPN
economy-2537	305	15	,	,	PUNCT
economy-2537	305	16	south	south	PROPN
economy-2537	305	17	wollo	wollo	PROPN
economy-2537	305	18	zone	zone	PROPN
economy-2537	305	19	,	,	PUNCT
economy-2537	305	20	ethiopia	ethiopia	PROPN
economy-2537	305	21	.	.	PUNCT
economy-2537	306	1	masters	master	NOUN
economy-2537	306	2	thesis	thesis	PROPN
economy-2537	306	3	,	,	PUNCT
economy-2537	306	4	haramaya	haramaya	PROPN
economy-2537	306	5	university	university	PROPN
economy-2537	306	6	.	.	PUNCT
economy-2537	307	1	donkoh	donkoh	PROPN
economy-2537	307	2	,	,	PUNCT
economy-2537	307	3	s.	s.	PROPN
economy-2537	307	4	(	(	PUNCT
economy-2537	307	5	2013	2013	NUM
economy-2537	307	6	)	)	PUNCT
economy-2537	307	7	.	.	PUNCT
economy-2537	308	1	technical	technical	ADJ
economy-2537	308	2	efficiency	efficiency	NOUN
economy-2537	308	3	of	of	ADP
economy-2537	308	4	rice	rice	NOUN
economy-2537	308	5	production	production	NOUN
economy-2537	308	6	at	at	ADP
economy-2537	308	7	the	the	DET
economy-2537	308	8	tono	tono	PROPN
economy-2537	308	9	irrigation	irrigation	NOUN
economy-2537	308	10	scheme	scheme	NOUN
economy-2537	308	11	in	in	ADP
economy-2537	308	12	northern	northern	ADJ
economy-2537	308	13	ghana	ghana	PROPN
economy-2537	308	14	.	.	PUNCT
economy-2537	309	1	american	american	PROPN
economy-2537	309	2	journal	journal	PROPN
economy-2537	309	3	of	of	ADP
economy-2537	309	4	experimental	experimental	ADJ
economy-2537	309	5	agriculture	agriculture	NOUN
economy-2537	309	6	,	,	PUNCT
economy-2537	309	7	3(1	3(1	NUM
economy-2537	309	8	)	)	PUNCT
economy-2537	309	9	,	,	PUNCT
economy-2537	309	10	25–42.available	25–42.available	NUM
economy-2537	309	11	at	at	ADP
economy-2537	309	12	:	:	PUNCT
economy-2537	309	13	https://doi.org/10.9734/ajea/2013/1448	https://doi.org/10.9734/ajea/2013/1448	PROPN
economy-2537	309	14	.	.	PROPN
economy-2537	309	15	ghana	ghana	PROPN
economy-2537	309	16	statistcal	statistcal	PROPN
economy-2537	309	17	service	service	PROPN
economy-2537	309	18	(	(	PUNCT
economy-2537	309	19	gss	gss	PROPN
economy-2537	309	20	)	)	PUNCT
economy-2537	309	21	.	.	PUNCT
economy-2537	310	1	(	(	PUNCT
economy-2537	310	2	2014	2014	NUM
economy-2537	310	3	)	)	PUNCT
economy-2537	310	4	.	.	PUNCT
economy-2537	311	1	ghana	ghana	PROPN
economy-2537	311	2	living	live	VERB
economy-2537	311	3	standard	standard	PROPN
economy-2537	311	4	survey	survey	NOUN
economy-2537	311	5	round	round	ADP
economy-2537	311	6	6	6	NUM
economy-2537	311	7	(	(	PUNCT
economy-2537	311	8	gss	gss	ADJ
economy-2537	311	9	6	6	NUM
economy-2537	311	10	)	)	PUNCT
economy-2537	311	11	.	.	PUNCT
economy-2537	312	1	retrieved	retrieve	VERB
economy-2537	312	2	from	from	ADP
economy-2537	312	3	www.statsghana.gov.g	www.statsghana.gov.g	PROPN
economy-2537	312	4	.	.	PUNCT
economy-2537	313	1	ghana	ghana	PROPN
economy-2537	313	2	statistical	statistical	ADJ
economy-2537	313	3	service	service	NOUN
economy-2537	313	4	(	(	PUNCT
economy-2537	313	5	gss	gss	PROPN
economy-2537	313	6	)	)	PUNCT
economy-2537	313	7	.	.	PUNCT
economy-2537	314	1	(	(	PUNCT
economy-2537	314	2	2018	2018	NUM
economy-2537	314	3	)	)	PUNCT
economy-2537	314	4	.	.	PUNCT
economy-2537	315	1	provisional	provisional	ADJ
economy-2537	315	2	2017	2017	NUM
economy-2537	315	3	annual	annual	ADJ
economy-2537	315	4	gross	gross	ADJ
economy-2537	315	5	domestic	domestic	ADJ
economy-2537	315	6	product	product	NOUN
economy-2537	315	7	.	.	PUNCT
economy-2537	316	1	statistics	statistic	NOUN
economy-2537	316	2	for	for	ADP
economy-2537	316	3	development	development	NOUN
economy-2537	316	4	and	and	CCONJ
economy-2537	316	5	progress	progress	NOUN
economy-2537	316	6	.	.	PUNCT
economy-2537	317	1	retrieved	retrieve	VERB
economy-2537	317	2	from	from	ADP
economy-2537	317	3	https://statsghana.gov.gh/gssmain/storage/img/marqueeupdater/annual_2013_2018_gdp_april2019edition.pdf	https://statsghana.gov.gh/gssmain/storage/img/marqueeupdater/annual_2013_2018_gdp_april2019edition.pdf	PROPN
economy-2537	317	4	.	.	PUNCT
economy-2537	318	1	gss	gss	PROPN
economy-2537	318	2	.	.	PUNCT
economy-2537	319	1	(	(	PUNCT
economy-2537	319	2	2014	2014	NUM
economy-2537	319	3	)	)	PUNCT
economy-2537	319	4	.	.	PUNCT
economy-2537	320	1	2010	2010	NUM
economy-2537	320	2	population	population	NOUN
economy-2537	320	3	and	and	CCONJ
economy-2537	320	4	housing	housing	NOUN
economy-2537	320	5	census	census	NOUN
economy-2537	320	6	.	.	PUNCT
economy-2537	321	1	garu	garu	PROPN
economy-2537	321	2	tempane	tempane	NOUN
economy-2537	321	3	district	district	NOUN
economy-2537	321	4	.	.	PUNCT
economy-2537	322	1	retrieved	retrieve	VERB
economy-2537	322	2	from	from	ADP
economy-2537	322	3	http://www2.statsghana.gov.gh/docfiles/2010_district_report/uppereast/garutempane.pdf	http://www2.statsghana.gov.gh/docfiles/2010_district_report/uppereast/garutempane.pdf	PROPN
economy-2537	322	4	.	.	PUNCT
economy-2537	323	1	hariprasanna	hariprasanna	PROPN
economy-2537	323	2	,	,	PUNCT
economy-2537	323	3	k.	k.	PROPN
economy-2537	323	4	,	,	PUNCT
economy-2537	323	5	&	&	CCONJ
economy-2537	323	6	rakshit	rakshit	PROPN
economy-2537	323	7	,	,	PUNCT
economy-2537	323	8	s.	s.	PROPN
economy-2537	323	9	(	(	PUNCT
economy-2537	323	10	2016	2016	NUM
economy-2537	323	11	)	)	PUNCT
economy-2537	323	12	.	.	PUNCT
economy-2537	324	1	economic	economic	ADJ
economy-2537	324	2	importance	importance	NOUN
economy-2537	324	3	of	of	ADP
economy-2537	324	4	sorghum	sorghum	NOUN
economy-2537	324	5	.	.	PUNCT
economy-2537	325	1	in	in	ADP
economy-2537	325	2	:	:	PUNCT
economy-2537	325	3	rakshit	rakshit	PROPN
economy-2537	325	4	s.	s.	PROPN
economy-2537	325	5	,	,	PUNCT
economy-2537	325	6	wang	wang	PROPN
economy-2537	325	7	yh	yh	PROPN
economy-2537	325	8	.	.	PROPN
economy-2537	325	9	(	(	PUNCT
economy-2537	325	10	eds	ed	NOUN
economy-2537	325	11	)	)	PUNCT
economy-2537	325	12	the	the	DET
economy-2537	325	13	sorghum	sorghum	NOUN
economy-2537	325	14	genome	genome	NOUN
economy-2537	325	15	.	.	PUNCT
economy-2537	326	1	compendium	compendium	NOUN
economy-2537	326	2	of	of	ADP
economy-2537	326	3	plant	plant	NOUN
economy-2537	326	4	genomes	genome	NOUN
economy-2537	326	5	.	.	PUNCT
economy-2537	327	1	cham	cham	PROPN
economy-2537	327	2	:	:	PUNCT
economy-2537	327	3	springer	springer	NOUN
economy-2537	327	4	.	.	PUNCT
economy-2537	328	1	jacob	jacob	PROPN
economy-2537	328	2	,	,	PUNCT
economy-2537	328	3	a.	a.	NOUN
economy-2537	328	4	a.	a.	PROPN
economy-2537	328	5	,	,	PUNCT
economy-2537	328	6	fidelis	fidelis	PROPN
economy-2537	328	7	,	,	PUNCT
economy-2537	328	8	a.	a.	PROPN
economy-2537	328	9	e.	e.	PROPN
economy-2537	328	10	,	,	PUNCT
economy-2537	328	11	salaudeen	salaudeen	PROPN
economy-2537	328	12	,	,	PUNCT
economy-2537	328	13	k.	k.	PROPN
economy-2537	328	14	o.	o.	PROPN
economy-2537	328	15	,	,	PUNCT
economy-2537	328	16	&	&	CCONJ
economy-2537	328	17	queen	queen	PROPN
economy-2537	328	18	,	,	PUNCT
economy-2537	328	19	k.	k.	PROPN
economy-2537	328	20	r.	r.	PROPN
economy-2537	328	21	(	(	PUNCT
economy-2537	328	22	2013	2013	NUM
economy-2537	328	23	)	)	PUNCT
economy-2537	328	24	.	.	PUNCT
economy-2537	329	1	sorghum	sorghum	NOUN
economy-2537	329	2	:	:	PUNCT
economy-2537	329	3	most	most	ADV
economy-2537	329	4	under	under	ADV
economy-2537	329	5	-	-	PUNCT
economy-2537	329	6	utilized	utilize	VERB
economy-2537	329	7	grain	grain	NOUN
economy-2537	329	8	of	of	ADP
economy-2537	329	9	the	the	DET
economy-2537	329	10	semi	semi	ADJ
economy-2537	329	11	-	-	ADJ
economy-2537	329	12	arid	arid	ADJ
economy-2537	329	13	africa	africa	PROPN
economy-2537	329	14	.	.	PUNCT
economy-2537	330	1	scholarly	scholarly	ADJ
economy-2537	330	2	journal	journal	NOUN
economy-2537	330	3	of	of	ADP
economy-2537	330	4	agricultural	agricultural	ADJ
economy-2537	330	5	science	science	NOUN
economy-2537	330	6	,	,	PUNCT
economy-2537	330	7	3(4	3(4	NUM
economy-2537	330	8	)	)	PUNCT
economy-2537	330	9	,	,	PUNCT
economy-2537	330	10	147	147	NUM
economy-2537	330	11	-	-	SYM
economy-2537	330	12	153	153	NUM
economy-2537	330	13	.	.	PUNCT
economy-2537	331	1	katungwe	katungwe	PROPN
economy-2537	331	2	,	,	PUNCT
economy-2537	331	3	f.	f.	PROPN
economy-2537	331	4	,	,	PUNCT
economy-2537	331	5	elepu	elepu	PROPN
economy-2537	331	6	,	,	PUNCT
economy-2537	331	7	g.	g.	PROPN
economy-2537	331	8	,	,	PUNCT
economy-2537	331	9	&	&	CCONJ
economy-2537	331	10	dzanja	dzanja	PROPN
economy-2537	331	11	,	,	PUNCT
economy-2537	331	12	j.	j.	PROPN
economy-2537	331	13	(	(	PUNCT
economy-2537	331	14	2017	2017	NUM
economy-2537	331	15	)	)	PUNCT
economy-2537	331	16	.	.	PUNCT
economy-2537	332	1	technical	technical	ADJ
economy-2537	332	2	efficiency	efficiency	NOUN
economy-2537	332	3	of	of	ADP
economy-2537	332	4	smallholder	smallholder	NOUN
economy-2537	332	5	tea	tea	NOUN
economy-2537	332	6	production	production	NOUN
economy-2537	332	7	in	in	ADP
economy-2537	332	8	south	south	ADJ
economy-2537	332	9	-	-	PUNCT
economy-2537	332	10	eastern	eastern	ADJ
economy-2537	332	11	malawi	malawi	PROPN
economy-2537	332	12	:	:	PUNCT
economy-2537	332	13	a	a	DET
economy-2537	332	14	stochastic	stochastic	ADJ
economy-2537	332	15	frontier	frontier	NOUN
economy-2537	332	16	approach	approach	NOUN
economy-2537	332	17	.	.	PUNCT
economy-2537	333	1	journal	journal	NOUN
economy-2537	333	2	of	of	ADP
economy-2537	333	3	agricultural	agricultural	ADJ
economy-2537	333	4	sciences	science	NOUN
economy-2537	333	5	,	,	PUNCT
economy-2537	333	6	12(3	12(3	NUM
economy-2537	333	7	)	)	PUNCT
economy-2537	333	8	,	,	PUNCT
economy-2537	333	9	185–196.available	185–196.available	NUM
economy-2537	333	10	at	at	ADP
economy-2537	333	11	:	:	PUNCT
economy-2537	333	12	https://doi.org/10.4038/jas.v12i3.8265	https://doi.org/10.4038/jas.v12i3.8265	PROPN
economy-2537	333	13	.	.	PUNCT
economy-2537	333	14	kendall	kendall	PROPN
economy-2537	333	15	,	,	PUNCT
economy-2537	333	16	m.	m.	NOUN
economy-2537	333	17	g.	g.	PROPN
economy-2537	333	18	,	,	PUNCT
economy-2537	333	19	&	&	CCONJ
economy-2537	333	20	smith	smith	PROPN
economy-2537	333	21	,	,	PUNCT
economy-2537	333	22	b.	b.	PROPN
economy-2537	333	23	b.	b.	PROPN
economy-2537	333	24	(	(	PUNCT
economy-2537	333	25	1939	1939	NUM
economy-2537	333	26	)	)	PUNCT
economy-2537	333	27	.	.	PUNCT
economy-2537	334	1	the	the	DET
economy-2537	334	2	problem	problem	NOUN
economy-2537	334	3	of	of	ADP
economy-2537	334	4	m	m	PROPN
economy-2537	334	5	rankings	ranking	NOUN
economy-2537	334	6	.	.	PUNCT
economy-2537	335	1	the	the	DET
economy-2537	335	2	annals	annal	NOUN
economy-2537	335	3	of	of	ADP
economy-2537	335	4	mathematical	mathematical	ADJ
economy-2537	335	5	statistics	statistic	NOUN
economy-2537	335	6	,	,	PUNCT
economy-2537	335	7	10(3	10(3	NUM
economy-2537	335	8	)	)	PUNCT
economy-2537	335	9	,	,	PUNCT
economy-2537	335	10	275	275	NUM
economy-2537	335	11	-	-	SYM
economy-2537	335	12	287	287	NUM
economy-2537	335	13	.	.	PUNCT
economy-2537	336	1	konja	konja	PROPN
economy-2537	336	2	,	,	PUNCT
economy-2537	336	3	t.	t.	PROPN
economy-2537	336	4	d.	d.	PROPN
economy-2537	336	5	,	,	PUNCT
economy-2537	336	6	mabe	mabe	PROPN
economy-2537	336	7	,	,	PUNCT
economy-2537	336	8	f.	f.	PROPN
economy-2537	336	9	n.	n.	PROPN
economy-2537	336	10	,	,	PUNCT
economy-2537	336	11	&	&	CCONJ
economy-2537	336	12	alhassan	alhassan	PROPN
economy-2537	336	13	,	,	PUNCT
economy-2537	336	14	h.	h.	PROPN
economy-2537	336	15	(	(	PUNCT
economy-2537	336	16	2019	2019	NUM
economy-2537	336	17	)	)	PUNCT
economy-2537	336	18	.	.	PUNCT
economy-2537	337	1	technical	technical	ADJ
economy-2537	337	2	and	and	CCONJ
economy-2537	337	3	resource	resource	NOUN
economy-2537	337	4	-	-	PUNCT
economy-2537	337	5	use	use	NOUN
economy-2537	337	6	-	-	PUNCT
economy-2537	337	7	efficiency	efficiency	NOUN
economy-2537	337	8	among	among	ADP
economy-2537	337	9	smallholder	smallholder	NOUN
economy-2537	337	10	rice	rice	NOUN
economy-2537	337	11	farmers	farmer	NOUN
economy-2537	337	12	in	in	ADP
economy-2537	337	13	northern	northern	ADJ
economy-2537	337	14	ghana	ghana	PROPN
economy-2537	337	15	.	.	PUNCT
economy-2537	338	1	cogent	cogent	NOUN
economy-2537	338	2	food	food	PROPN
economy-2537	338	3	&	&	CCONJ
economy-2537	338	4	agriculture	agriculture	PROPN
economy-2537	338	5	,	,	PUNCT
economy-2537	338	6	5(1	5(1	NUM
economy-2537	338	7	)	)	PUNCT
economy-2537	338	8	,	,	PUNCT
economy-2537	338	9	1651473.available	1651473.available	ADJ
economy-2537	338	10	at	at	ADP
economy-2537	338	11	:	:	PUNCT
economy-2537	338	12	https://doi.org/10.1080/23311932.2019.1651473	https://doi.org/10.1080/23311932.2019.1651473	PROPN
economy-2537	338	13	.	.	PUNCT
economy-2537	338	14	kudadjie	kudadjie	PROPN
economy-2537	338	15	,	,	PUNCT
economy-2537	338	16	c.	c.	PROPN
economy-2537	338	17	y.	y.	PROPN
economy-2537	338	18	,	,	PUNCT
economy-2537	338	19	struik	struik	NOUN
economy-2537	338	20	,	,	PUNCT
economy-2537	338	21	p.	p.	PROPN
economy-2537	338	22	c.	c.	PROPN
economy-2537	338	23	,	,	PUNCT
economy-2537	338	24	richards	richard	NOUN
economy-2537	338	25	,	,	PUNCT
economy-2537	338	26	p.	p.	NOUN
economy-2537	338	27	,	,	PUNCT
economy-2537	338	28	&	&	CCONJ
economy-2537	338	29	offei	offei	PROPN
economy-2537	338	30	,	,	PUNCT
economy-2537	338	31	s.	s.	PROPN
economy-2537	338	32	k.	k.	PROPN
economy-2537	338	33	(	(	PUNCT
economy-2537	338	34	2004	2004	NUM
economy-2537	338	35	)	)	PUNCT
economy-2537	338	36	.	.	PUNCT
economy-2537	339	1	assessing	assess	VERB
economy-2537	339	2	production	production	NOUN
economy-2537	339	3	constraints	constraint	NOUN
economy-2537	339	4	,	,	PUNCT
economy-2537	339	5	management	management	NOUN
economy-2537	339	6	and	and	CCONJ
economy-2537	339	7	use	use	NOUN
economy-2537	339	8	of	of	ADP
economy-2537	339	9	sorghum	sorghum	NOUN
economy-2537	339	10	diversity	diversity	NOUN
economy-2537	339	11	in	in	ADP
economy-2537	339	12	north	north	NOUN
economy-2537	339	13	-	-	PUNCT
economy-2537	339	14	east	east	NOUN
economy-2537	339	15	ghana	ghana	PROPN
economy-2537	339	16	:	:	PUNCT
economy-2537	339	17	a	a	DET
economy-2537	339	18	diagnostic	diagnostic	ADJ
economy-2537	339	19	study	study	NOUN
economy-2537	339	20	.	.	PUNCT
economy-2537	340	1	njas	njas	PROPN
economy-2537	340	2	wageninge	wageninge	PROPN
economy-2537	340	3	journal	journal	PROPN
economy-2537	340	4	of	of	ADP
economy-2537	340	5	life	life	NOUN
economy-2537	340	6	sciences	science	NOUN
economy-2537	340	7	,	,	PUNCT
economy-2537	340	8	52(3–4	52(3–4	PROPN
economy-2537	340	9	)	)	PUNCT
economy-2537	340	10	,	,	PUNCT
economy-2537	340	11	371–391.available	371–391.available	NUM
economy-2537	340	12	at	at	ADP
economy-2537	340	13	:	:	PUNCT
economy-2537	340	14	https://doi.org/10.1016/s1573-5214(04)80022-8	https://doi.org/10.1016/s1573-5214(04)80022-8	PROPN
economy-2537	340	15	.	.	PUNCT
economy-2537	341	1	kugbe	kugbe	PROPN
economy-2537	341	2	,	,	PUNCT
economy-2537	341	3	j.	j.	PROPN
economy-2537	341	4	x.	x.	PROPN
economy-2537	341	5	,	,	PUNCT
economy-2537	341	6	mbawuni	mbawuni	PROPN
economy-2537	341	7	,	,	PUNCT
economy-2537	341	8	a.	a.	NOUN
economy-2537	341	9	m.	m.	NOUN
economy-2537	341	10	,	,	PUNCT
economy-2537	341	11	&	&	CCONJ
economy-2537	341	12	wisdom	wisdom	NOUN
economy-2537	341	13	,	,	PUNCT
economy-2537	341	14	a.	a.	NOUN
economy-2537	341	15	(	(	PUNCT
economy-2537	341	16	2019	2019	NUM
economy-2537	341	17	)	)	PUNCT
economy-2537	341	18	.	.	PUNCT
economy-2537	342	1	growth	growth	NOUN
economy-2537	342	2	,	,	PUNCT
economy-2537	342	3	yield	yield	VERB
economy-2537	342	4	and	and	CCONJ
economy-2537	342	5	yield	yield	VERB
economy-2537	342	6	components	component	NOUN
economy-2537	342	7	response	response	NOUN
economy-2537	342	8	of	of	ADP
economy-2537	342	9	local	local	ADJ
economy-2537	342	10	sorghum	sorghum	NOUN
economy-2537	342	11	varieties	variety	NOUN
economy-2537	342	12	to	to	ADP
economy-2537	342	13	nitrogenous	nitrogenous	ADJ
economy-2537	342	14	fertilizer	fertilizer	NOUN
economy-2537	342	15	rates	rate	NOUN
economy-2537	342	16	in	in	ADP
economy-2537	342	17	northern	northern	ADJ
economy-2537	342	18	ghana	ghana	PROPN
economy-2537	342	19	.	.	PUNCT
economy-2537	343	1	world	world	PROPN
economy-2537	343	2	journal	journal	PROPN
economy-2537	343	3	of	of	ADP
economy-2537	343	4	agriculture	agriculture	NOUN
economy-2537	343	5	and	and	CCONJ
economy-2537	343	6	soil	soil	NOUN
economy-2537	343	7	sciences	science	NOUN
economy-2537	343	8	,	,	PUNCT
economy-2537	343	9	3(4	3(4	NUM
economy-2537	343	10	)	)	PUNCT
economy-2537	343	11	,	,	PUNCT
economy-2537	343	12	1–10.available	1–10.available	NUM
economy-2537	343	13	at	at	ADP
economy-2537	343	14	:	:	PUNCT
economy-2537	343	15	https://doi.org/10.33552/wjass.2019.03.000574	https://doi.org/10.33552/wjass.2019.03.000574	PROPN
economy-2537	343	16	.	.	PROPN
economy-2537	343	17	kusse	kusse	PROPN
economy-2537	343	18	,	,	PUNCT
economy-2537	343	19	h.	h.	PROPN
economy-2537	343	20	,	,	PUNCT
economy-2537	343	21	gemeyida	gemeyida	PROPN
economy-2537	343	22	,	,	PUNCT
economy-2537	343	23	j.	j.	PROPN
economy-2537	343	24	,	,	PUNCT
economy-2537	343	25	&	&	CCONJ
economy-2537	343	26	haji	haji	PROPN
economy-2537	343	27	,	,	PUNCT
economy-2537	343	28	b.	b.	PROPN
economy-2537	343	29	t.	t.	PROPN
economy-2537	343	30	(	(	PUNCT
economy-2537	343	31	2019	2019	NUM
economy-2537	343	32	)	)	PUNCT
economy-2537	343	33	.	.	PUNCT
economy-2537	344	1	sources	source	NOUN
economy-2537	344	2	of	of	ADP
economy-2537	344	3	technical	technical	ADJ
economy-2537	344	4	inefficiency	inefficiency	NOUN
economy-2537	344	5	of	of	ADP
economy-2537	344	6	smallholder	smallholder	NOUN
economy-2537	344	7	farmers	farmer	NOUN
economy-2537	344	8	in	in	ADP
economy-2537	344	9	sorghum	sorghum	NOUN
economy-2537	344	10	production	production	NOUN
economy-2537	344	11	in	in	ADP
economy-2537	344	12	konso	konso	PROPN
economy-2537	344	13	district	district	PROPN
economy-2537	344	14	,	,	PUNCT
economy-2537	344	15	southern	southern	ADJ
economy-2537	344	16	ethiopia	ethiopia	PROPN
economy-2537	344	17	.	.	PUNCT
economy-2537	345	1	international	international	ADJ
economy-2537	345	2	journal	journal	PROPN
economy-2537	345	3	of	of	ADP
economy-2537	345	4	agricultural	agricultural	ADJ
economy-2537	345	5	education	education	NOUN
economy-2537	345	6	and	and	CCONJ
economy-2537	345	7	extension	extension	NOUN
economy-2537	345	8	,	,	PUNCT
economy-2537	345	9	5(1	5(1	NUM
economy-2537	345	10	)	)	PUNCT
economy-2537	345	11	,	,	PUNCT
economy-2537	345	12	180	180	NUM
economy-2537	345	13	-	-	SYM
economy-2537	345	14	196	196	NUM
economy-2537	345	15	.	.	PUNCT
economy-2537	346	1	http://www.researchgate.net/publication/277182810_global_sorghum_production_scenario	http://www.researchgate.net/publication/277182810_global_sorghum_production_scenario	NOUN
economy-2537	346	2	http://www.statsghana.gov.g/	http://www.statsghana.gov.g/	PROPN
economy-2537	346	3	http://www2.statsghana.gov.gh/docfiles/2010_district_report/uppereast/garutempane.pdf	http://www2.statsghana.gov.gh/docfiles/2010_district_report/uppereast/garutempane.pdf	PROPN
economy-2537	346	4	economy	economy	NOUN
economy-2537	346	5	,	,	PUNCT
economy-2537	346	6	2021	2021	NUM
economy-2537	346	7	,	,	PUNCT
economy-2537	346	8	8(1	8(1	NOUN
economy-2537	346	9	):	):	PUNCT
economy-2537	346	10	1	1	NUM
economy-2537	346	11	-	-	SYM
economy-2537	346	12	9	9	NUM
economy-2537	346	13	9	9	NUM
economy-2537	346	14	©	©	PROPN
economy-2537	346	15	2021	2021	NUM
economy-2537	346	16	by	by	ADP
economy-2537	346	17	the	the	DET
economy-2537	346	18	authors	author	NOUN
economy-2537	346	19	;	;	PUNCT
economy-2537	346	20	licensee	licensee	PROPN
economy-2537	346	21	asian	asian	ADJ
economy-2537	346	22	online	online	PROPN
economy-2537	346	23	journal	journal	PROPN
economy-2537	346	24	publishing	publishing	PROPN
economy-2537	346	25	group	group	PROPN
economy-2537	346	26	lambongang	lambongang	NOUN
economy-2537	346	27	,	,	PUNCT
economy-2537	346	28	m.	m.	NOUN
economy-2537	346	29	,	,	PUNCT
economy-2537	346	30	ansah	ansah	PROPN
economy-2537	346	31	,	,	PUNCT
economy-2537	346	32	i.	i.	PROPN
economy-2537	346	33	g.	g.	PROPN
economy-2537	346	34	k.	k.	PROPN
economy-2537	346	35	,	,	PUNCT
economy-2537	346	36	&	&	CCONJ
economy-2537	346	37	donkoh	donkoh	PROPN
economy-2537	346	38	,	,	PUNCT
economy-2537	346	39	s.	s.	PROPN
economy-2537	346	40	a.	a.	PROPN
economy-2537	346	41	(	(	PUNCT
economy-2537	346	42	2019	2019	NUM
economy-2537	346	43	)	)	PUNCT
economy-2537	346	44	.	.	PUNCT
economy-2537	347	1	participation	participation	NOUN
economy-2537	347	2	and	and	CCONJ
economy-2537	347	3	yield	yield	VERB
economy-2537	347	4	effect	effect	NOUN
economy-2537	347	5	of	of	ADP
economy-2537	347	6	ghana	ghana	PROPN
economy-2537	347	7	’s	’s	PART
economy-2537	347	8	planting	planting	NOUN
economy-2537	347	9	for	for	ADP
economy-2537	347	10	food	food	NOUN
economy-2537	347	11	and	and	CCONJ
economy-2537	347	12	jobs	job	NOUN
economy-2537	347	13	programme	programme	NOUN
economy-2537	347	14	in	in	ADP
economy-2537	347	15	bunkpurugu	bunkpurugu	NOUN
economy-2537	347	16	-	-	PUNCT
economy-2537	347	17	yunyoo	yunyoo	PROPN
economy-2537	347	18	district	district	NOUN
economy-2537	347	19	.	.	PUNCT
economy-2537	348	1	ghana	ghana	PROPN
economy-2537	348	2	journal	journal	PROPN
economy-2537	348	3	of	of	ADP
economy-2537	348	4	agricultural	agricultural	ADJ
economy-2537	348	5	economics	economic	NOUN
economy-2537	348	6	and	and	CCONJ
economy-2537	348	7	agribusiness	agribusiness	NOUN
economy-2537	348	8	,	,	PUNCT
economy-2537	348	9	2(1	2(1	NUM
economy-2537	348	10	)	)	PUNCT
economy-2537	348	11	.	.	PUNCT
economy-2537	349	1	meeusen	meeusen	PROPN
economy-2537	349	2	,	,	PUNCT
economy-2537	349	3	w.	w.	PROPN
economy-2537	349	4	,	,	PUNCT
economy-2537	349	5	&	&	CCONJ
economy-2537	349	6	van	van	PROPN
economy-2537	349	7	den	den	PROPN
economy-2537	349	8	broeck	broeck	PROPN
economy-2537	349	9	,	,	PUNCT
economy-2537	349	10	j.	j.	PROPN
economy-2537	349	11	(	(	PUNCT
economy-2537	349	12	1977	1977	NUM
economy-2537	349	13	)	)	PUNCT
economy-2537	349	14	.	.	PUNCT
economy-2537	350	1	efficiency	efficiency	NOUN
economy-2537	350	2	estimation	estimation	NOUN
economy-2537	350	3	from	from	ADP
economy-2537	350	4	cobb	cobb	PROPN
economy-2537	350	5	-	-	PUNCT
economy-2537	350	6	douglas	douglas	PROPN
economy-2537	350	7	production	production	NOUN
economy-2537	350	8	functions	function	NOUN
economy-2537	350	9	with	with	ADP
economy-2537	350	10	composed	compose	VERB
economy-2537	350	11	error	error	NOUN
economy-2537	350	12	.	.	PUNCT
economy-2537	351	1	international	international	ADJ
economy-2537	351	2	economic	economic	ADJ
economy-2537	351	3	review	review	NOUN
economy-2537	351	4	,	,	PUNCT
economy-2537	351	5	18(2	18(2	NUM
economy-2537	351	6	)	)	PUNCT
economy-2537	351	7	,	,	PUNCT
economy-2537	351	8	435	435	NUM
economy-2537	351	9	-	-	SYM
economy-2537	351	10	444	444	NUM
economy-2537	351	11	.	.	PUNCT
economy-2537	352	1	mundia	mundia	NOUN
economy-2537	352	2	,	,	PUNCT
economy-2537	352	3	c.	c.	PROPN
economy-2537	352	4	w.	w.	PROPN
economy-2537	352	5	,	,	PUNCT
economy-2537	352	6	secchi	secchi	PROPN
economy-2537	352	7	,	,	PUNCT
economy-2537	352	8	s.	s.	PROPN
economy-2537	352	9	,	,	PUNCT
economy-2537	352	10	akamani	akamani	PROPN
economy-2537	352	11	,	,	PUNCT
economy-2537	352	12	k.	k.	PROPN
economy-2537	352	13	,	,	PUNCT
economy-2537	352	14	&	&	CCONJ
economy-2537	352	15	wang	wang	PROPN
economy-2537	352	16	,	,	PUNCT
economy-2537	352	17	g.	g.	PROPN
economy-2537	352	18	(	(	PUNCT
economy-2537	352	19	2019	2019	NUM
economy-2537	352	20	)	)	PUNCT
economy-2537	352	21	.	.	PUNCT
economy-2537	353	1	a	a	DET
economy-2537	353	2	regional	regional	ADJ
economy-2537	353	3	comparison	comparison	NOUN
economy-2537	353	4	of	of	ADP
economy-2537	353	5	factors	factor	NOUN
economy-2537	353	6	affecting	affect	VERB
economy-2537	353	7	global	global	ADJ
economy-2537	353	8	sorghum	sorghum	NOUN
economy-2537	353	9	production	production	NOUN
economy-2537	353	10	:	:	PUNCT
economy-2537	353	11	the	the	DET
economy-2537	353	12	case	case	NOUN
economy-2537	353	13	of	of	ADP
economy-2537	353	14	north	north	PROPN
economy-2537	353	15	america	america	PROPN
economy-2537	353	16	.	.	PUNCT
economy-2537	354	1	asia	asia	PROPN
economy-2537	354	2	and	and	CCONJ
economy-2537	354	3	africa	africa	PROPN
economy-2537	354	4	’	'	PUNCT
economy-2537	354	5	s	s	PART
economy-2537	354	6	sahel.available	sahel.available	ADJ
economy-2537	354	7	at	at	ADP
economy-2537	354	8	:	:	PUNCT
economy-2537	354	9	https://doi.org/10.3390/su11072135	https://doi.org/10.3390/su11072135	PROPN
economy-2537	354	10	.	.	PUNCT
economy-2537	354	11	muyukani	muyukani	PROPN
economy-2537	354	12	,	,	PUNCT
economy-2537	354	13	w.	w.	PROPN
economy-2537	354	14	p.	p.	PROPN
economy-2537	354	15	,	,	PUNCT
economy-2537	354	16	&	&	CCONJ
economy-2537	354	17	muthama	muthama	NOUN
economy-2537	354	18	,	,	PUNCT
economy-2537	354	19	n.	n.	PROPN
economy-2537	354	20	j.	j.	PROPN
economy-2537	354	21	(	(	PUNCT
economy-2537	354	22	2019	2019	NUM
economy-2537	354	23	)	)	PUNCT
economy-2537	354	24	.	.	PUNCT
economy-2537	355	1	factors	factor	NOUN
economy-2537	355	2	influencing	influence	VERB
economy-2537	355	3	household	household	NOUN
economy-2537	355	4	production	production	NOUN
economy-2537	355	5	of	of	ADP
economy-2537	355	6	sorghum	sorghum	NOUN
economy-2537	355	7	and	and	CCONJ
economy-2537	355	8	millet	millet	NOUN
economy-2537	355	9	in	in	ADP
economy-2537	355	10	kiminini	kiminini	PROPN
economy-2537	355	11	sub	sub	NOUN
economy-2537	355	12	-	-	NOUN
economy-2537	355	13	county	county	NOUN
economy-2537	355	14	of	of	ADP
economy-2537	355	15	trans	tran	NOUN
economy-2537	355	16	-	-	ADJ
economy-2537	355	17	nzoia	nzoia	ADJ
economy-2537	355	18	county	county	NOUN
economy-2537	355	19	,	,	PUNCT
economy-2537	355	20	kenya	kenya	PROPN
economy-2537	355	21	.	.	PUNCT
economy-2537	356	1	journal	journal	PROPN
economy-2537	356	2	of	of	ADP
economy-2537	356	3	sustainability	sustainability	NOUN
economy-2537	356	4	,	,	PUNCT
economy-2537	356	5	environment	environment	NOUN
economy-2537	356	6	and	and	CCONJ
economy-2537	356	7	peace	peace	NOUN
economy-2537	356	8	,	,	PUNCT
economy-2537	356	9	1(1	1(1	NUM
economy-2537	356	10	)	)	PUNCT
economy-2537	356	11	,	,	PUNCT
economy-2537	356	12	25	25	NUM
economy-2537	356	13	-	-	SYM
economy-2537	356	14	31	31	NUM
economy-2537	356	15	.	.	PUNCT
economy-2537	357	1	ray	ray	PROPN
economy-2537	357	2	,	,	PUNCT
economy-2537	357	3	d.	d.	PROPN
economy-2537	357	4	k.	k.	PROPN
economy-2537	357	5	,	,	PUNCT
economy-2537	357	6	west	west	PROPN
economy-2537	357	7	,	,	PUNCT
economy-2537	357	8	p.	p.	PROPN
economy-2537	357	9	c.	c.	PROPN
economy-2537	357	10	,	,	PUNCT
economy-2537	357	11	clark	clark	PROPN
economy-2537	357	12	,	,	PUNCT
economy-2537	357	13	m.	m.	NOUN
economy-2537	357	14	,	,	PUNCT
economy-2537	357	15	gerber	gerber	PROPN
economy-2537	357	16	,	,	PUNCT
economy-2537	357	17	j.	j.	PROPN
economy-2537	357	18	s.	s.	PROPN
economy-2537	357	19	,	,	PUNCT
economy-2537	357	20	prishchepov	prishchepov	NOUN
economy-2537	357	21	,	,	PUNCT
economy-2537	357	22	a.	a.	NOUN
economy-2537	357	23	v.	v.	PROPN
economy-2537	357	24	,	,	PUNCT
economy-2537	357	25	&	&	CCONJ
economy-2537	357	26	chatterjee	chatterjee	PROPN
economy-2537	357	27	,	,	PUNCT
economy-2537	357	28	s.	s.	PROPN
economy-2537	357	29	(	(	PUNCT
economy-2537	357	30	2019	2019	NUM
economy-2537	357	31	)	)	PUNCT
economy-2537	357	32	.	.	PUNCT
economy-2537	358	1	climate	climate	NOUN
economy-2537	358	2	change	change	NOUN
economy-2537	358	3	has	have	AUX
economy-2537	358	4	likely	likely	ADV
economy-2537	358	5	already	already	ADV
economy-2537	358	6	affected	affect	VERB
economy-2537	358	7	global	global	ADJ
economy-2537	358	8	food	food	NOUN
economy-2537	358	9	production	production	NOUN
economy-2537	358	10	.	.	PUNCT
economy-2537	359	1	plos	plos	PROPN
economy-2537	359	2	one	one	NUM
economy-2537	359	3	,	,	PUNCT
economy-2537	359	4	14(5	14(5	NUM
economy-2537	359	5	)	)	PUNCT
economy-2537	359	6	,	,	PUNCT
economy-2537	359	7	e0217148	e0217148	PROPN
economy-2537	359	8	.	.	PROPN
economy-2537	359	9	sienso	sienso	PROPN
economy-2537	359	10	,	,	PUNCT
economy-2537	359	11	g.	g.	PROPN
economy-2537	359	12	,	,	PUNCT
economy-2537	359	13	asuming	asuming	NOUN
economy-2537	359	14	-	-	PUNCT
economy-2537	359	15	brempong	brempong	NOUN
economy-2537	359	16	,	,	PUNCT
economy-2537	359	17	s.	s.	PROPN
economy-2537	359	18	,	,	PUNCT
economy-2537	359	19	&	&	CCONJ
economy-2537	359	20	amegashie	amegashie	PROPN
economy-2537	359	21	,	,	PUNCT
economy-2537	359	22	d.	d.	PROPN
economy-2537	359	23	p.	p.	PROPN
economy-2537	359	24	k.	k.	PROPN
economy-2537	360	1	(	(	PUNCT
economy-2537	360	2	2014	2014	NUM
economy-2537	360	3	)	)	PUNCT
economy-2537	360	4	.	.	PUNCT
economy-2537	361	1	estimating	estimate	VERB
economy-2537	361	2	the	the	DET
economy-2537	361	3	efficiency	efficiency	NOUN
economy-2537	361	4	of	of	ADP
economy-2537	361	5	maize	maize	NOUN
economy-2537	361	6	farmers	farmer	NOUN
economy-2537	361	7	in	in	ADP
economy-2537	361	8	ghana	ghana	PROPN
economy-2537	361	9	.	.	PUNCT
economy-2537	362	1	asian	asian	ADJ
economy-2537	362	2	journal	journal	PROPN
economy-2537	362	3	of	of	ADP
economy-2537	362	4	agricultural	agricultural	ADJ
economy-2537	362	5	extension	extension	NOUN
economy-2537	362	6	,	,	PUNCT
economy-2537	362	7	economics	economics	PROPN
economy-2537	362	8	&	&	CCONJ
economy-2537	362	9	sociology	sociology	NOUN
economy-2537	362	10	,	,	PUNCT
economy-2537	362	11	6(3	6(3	NUM
economy-2537	362	12	)	)	PUNCT
economy-2537	362	13	,	,	PUNCT
economy-2537	362	14	705–720.available	705–720.available	NUM
economy-2537	362	15	at	at	ADP
economy-2537	362	16	:	:	PUNCT
economy-2537	362	17	https://doi.org/10.9734/ajaees/2014/11646	https://doi.org/10.9734/ajaees/2014/11646	PROPN
economy-2537	362	18	.	.	PROPN
economy-2537	362	19	tambo	tambo	PROPN
economy-2537	362	20	,	,	PUNCT
economy-2537	362	21	j.	j.	PROPN
economy-2537	362	22	g.	g.	PROPN
economy-2537	362	23	t.	t.	PROPN
economy-2537	362	24	(	(	PUNCT
economy-2537	362	25	2010	2010	NUM
economy-2537	362	26	)	)	PUNCT
economy-2537	362	27	.	.	PUNCT
economy-2537	363	1	resource	resource	NOUN
economy-2537	363	2	-	-	PUNCT
economy-2537	363	3	use	use	NOUN
economy-2537	363	4	efficiency	efficiency	NOUN
economy-2537	363	5	in	in	ADP
economy-2537	363	6	tomato	tomato	NOUN
economy-2537	363	7	production	production	NOUN
economy-2537	363	8	in	in	ADP
economy-2537	363	9	the	the	DET
economy-2537	363	10	dangme	dangme	PROPN
economy-2537	363	11	west	west	PROPN
economy-2537	363	12	district	district	PROPN
economy-2537	363	13	,	,	PUNCT
economy-2537	363	14	ghana	ghana	PROPN
economy-2537	363	15	.	.	PUNCT
economy-2537	364	1	paper	paper	PROPN
economy-2537	364	2	presented	present	VERB
economy-2537	364	3	at	at	ADP
economy-2537	364	4	the	the	DET
economy-2537	364	5	conference	conference	NOUN
economy-2537	364	6	on	on	ADP
economy-2537	364	7	international	international	ADJ
economy-2537	364	8	research	research	NOUN
economy-2537	364	9	on	on	ADP
economy-2537	364	10	food	food	NOUN
economy-2537	364	11	security	security	NOUN
economy-2537	364	12	,	,	PUNCT
economy-2537	364	13	natural	natural	ADJ
economy-2537	364	14	resource	resource	NOUN
economy-2537	364	15	management	management	NOUN
economy-2537	364	16	and	and	CCONJ
economy-2537	364	17	rural	rural	ADJ
economy-2537	364	18	development	development	NOUN
economy-2537	364	19	,	,	PUNCT
economy-2537	364	20	tropentag	tropentag	NOUN
economy-2537	364	21	.	.	PUNCT
economy-2537	365	1	eth	eth	PROPN
economy-2537	365	2	zurich	zurich	PROPN
economy-2537	365	3	.	.	PUNCT
economy-2537	365	4	yamane	yamane	PROPN
economy-2537	365	5	,	,	PUNCT
economy-2537	365	6	t.	t.	PROPN
economy-2537	365	7	i.	i.	PROPN
economy-2537	365	8	(	(	PUNCT
economy-2537	365	9	1967	1967	NUM
economy-2537	365	10	)	)	PUNCT
economy-2537	365	11	.	.	PUNCT
economy-2537	366	1	statistics	statistic	NOUN
economy-2537	366	2	:	:	PUNCT
economy-2537	366	3	an	an	DET
economy-2537	366	4	introductory	introductory	ADJ
economy-2537	366	5	analysis	analysis	NOUN
economy-2537	366	6	(	(	PUNCT
economy-2537	366	7	2nd	2nd	ADJ
economy-2537	366	8	ed	ed	NOUN
economy-2537	366	9	.	.	PUNCT
economy-2537	366	10	)	)	PUNCT
economy-2537	366	11	.	.	PUNCT
economy-2537	367	1	new	new	PROPN
economy-2537	367	2	york	york	PROPN
economy-2537	367	3	,	,	PUNCT
economy-2537	367	4	usa	usa	PROPN
economy-2537	367	5	:	:	PUNCT
economy-2537	367	6	harper	harper	NOUN
economy-2537	367	7	and	and	CCONJ
economy-2537	367	8	row	row	NOUN
economy-2537	367	9	.	.	PUNCT
economy-2537	368	1	yaw	yaw	NOUN
economy-2537	368	2	,	,	PUNCT
economy-2537	368	3	o.-a	o.-a	PROPN
economy-2537	368	4	.	.	PUNCT
economy-2537	369	1	(	(	PUNCT
economy-2537	369	2	2018	2018	NUM
economy-2537	369	3	)	)	PUNCT
economy-2537	369	4	.	.	PUNCT
economy-2537	370	1	production	production	NOUN
economy-2537	370	2	efficiency	efficiency	NOUN
economy-2537	370	3	analysis	analysis	NOUN
economy-2537	370	4	of	of	ADP
economy-2537	370	5	pineaple	pineaple	ADJ
economy-2537	370	6	farmers	farmer	NOUN
economy-2537	370	7	in	in	ADP
economy-2537	370	8	the	the	DET
economy-2537	370	9	akwapim	akwapim	PROPN
economy-2537	370	10	-	-	PUNCT
economy-2537	370	11	south	south	PROPN
economy-2537	370	12	district	district	NOUN
economy-2537	370	13	of	of	ADP
economy-2537	370	14	ghana	ghana	PROPN
economy-2537	370	15	.	.	PUNCT
economy-2537	371	1	masters	master	NOUN
economy-2537	371	2	thesis	thesis	NOUN
economy-2537	371	3	,	,	PUNCT
economy-2537	371	4	university	university	PROPN
economy-2537	371	5	of	of	ADP
economy-2537	371	6	ghana	ghana	PROPN
economy-2537	371	7	,	,	PUNCT
economy-2537	371	8	legon	legon	PROPN
economy-2537	371	9	.	.	PUNCT
economy-2537	372	1	zalkuwi	zalkuwi	PROPN
economy-2537	372	2	,	,	PUNCT
economy-2537	372	3	j.	j.	PROPN
economy-2537	372	4	(	(	PUNCT
economy-2537	372	5	2015	2015	NUM
economy-2537	372	6	)	)	PUNCT
economy-2537	372	7	.	.	PUNCT
economy-2537	373	1	socio	socio	NOUN
economy-2537	373	2	–	–	PUNCT
economy-2537	373	3	economic	economic	ADJ
economy-2537	373	4	factors	factor	NOUN
economy-2537	373	5	that	that	PRON
economy-2537	373	6	affect	affect	VERB
economy-2537	373	7	sorghum	sorghum	NOUN
economy-2537	373	8	production	production	NOUN
economy-2537	373	9	in	in	ADP
economy-2537	373	10	adamawa	adamawa	PROPN
economy-2537	373	11	state	state	PROPN
economy-2537	373	12	,	,	PUNCT
economy-2537	373	13	nigeria	nigeria	PROPN
economy-2537	373	14	.	.	PUNCT
economy-2537	374	1	international	international	ADJ
economy-2537	374	2	journal	journal	PROPN
economy-2537	374	3	of	of	ADP
economy-2537	374	4	science	science	NOUN
economy-2537	374	5	and	and	CCONJ
economy-2537	374	6	research	research	NOUN
economy-2537	374	7	,	,	PUNCT
economy-2537	374	8	4(2	4(2	NUM
economy-2537	374	9	)	)	PUNCT
economy-2537	374	10	,	,	PUNCT
economy-2537	374	11	1610–1614	1610–1614	NUM
economy-2537	374	12	.	.	PUNCT
economy-2537	375	1	asian	asian	ADJ
economy-2537	375	2	online	online	PROPN
economy-2537	375	3	journal	journal	PROPN
economy-2537	375	4	publishing	publishing	NOUN
economy-2537	375	5	group	group	NOUN
economy-2537	375	6	is	be	AUX
economy-2537	375	7	not	not	PART
economy-2537	375	8	responsible	responsible	ADJ
economy-2537	375	9	or	or	CCONJ
economy-2537	375	10	answerable	answerable	ADJ
economy-2537	375	11	for	for	ADP
economy-2537	375	12	any	any	DET
economy-2537	375	13	loss	loss	NOUN
economy-2537	375	14	,	,	PUNCT
economy-2537	375	15	damage	damage	NOUN
economy-2537	375	16	or	or	CCONJ
economy-2537	375	17	liability	liability	NOUN
economy-2537	375	18	,	,	PUNCT
economy-2537	375	19	etc	etc	X
economy-2537	375	20	.	.	X
economy-2537	375	21	caused	cause	VERB
economy-2537	375	22	in	in	ADP
economy-2537	375	23	relation	relation	NOUN
economy-2537	375	24	to	to	PART
economy-2537	375	25	/	/	PUNCT
economy-2537	375	26	arising	arise	VERB
economy-2537	375	27	out	out	ADP
economy-2537	375	28	of	of	ADP
economy-2537	375	29	the	the	DET
economy-2537	375	30	use	use	NOUN
economy-2537	375	31	of	of	ADP
economy-2537	375	32	the	the	DET
economy-2537	375	33	content	content	NOUN
economy-2537	375	34	.	.	PUNCT
economy-2537	376	1	any	any	DET
economy-2537	376	2	queries	query	NOUN
economy-2537	376	3	should	should	AUX
economy-2537	376	4	be	be	AUX
economy-2537	376	5	directed	direct	VERB
economy-2537	376	6	to	to	ADP
economy-2537	376	7	the	the	DET
economy-2537	376	8	corresponding	corresponding	ADJ
economy-2537	376	9	author	author	NOUN
economy-2537	376	10	of	of	ADP
economy-2537	376	11	the	the	DET
economy-2537	376	12	article	article	NOUN
economy-2537	376	13	.	.	PUNCT