id	sid	tid	token	lemma	pos
ajoaa-1760	1	1	effect	effect	NOUN
ajoaa-1760	1	2	of	of	ADP
ajoaa-1760	1	3	selected	select	VERB
ajoaa-1760	1	4	insecticide	insecticide	NOUN
ajoaa-1760	1	5	on	on	ADP
ajoaa-1760	1	6	whitefly	whitefly	NOUN
ajoaa-1760	1	7	(	(	PUNCT
ajoaa-1760	1	8	bemisia	bemisia	NOUN
ajoaa-1760	1	9	tabaci	tabaci	NOUN
ajoaa-1760	1	10	)	)	PUNCT
ajoaa-1760	1	11	infesting	infest	VERB
ajoaa-1760	1	12	brinjal	brinjal	NOUN
ajoaa-1760	1	13	plants	plant	NOUN
ajoaa-1760	1	14	92	92	NUM
ajoaa-1760	1	15	technical	technical	ADJ
ajoaa-1760	1	16	and	and	CCONJ
ajoaa-1760	1	17	resource	resource	NOUN
ajoaa-1760	1	18	use	use	NOUN
ajoaa-1760	1	19	efficiency	efficiency	NOUN
ajoaa-1760	1	20	of	of	ADP
ajoaa-1760	1	21	urban	urban	ADJ
ajoaa-1760	1	22	vegetable	vegetable	NOUN
ajoaa-1760	1	23	farming	farming	NOUN
ajoaa-1760	1	24	in	in	ADP
ajoaa-1760	1	25	the	the	DET
ajoaa-1760	1	26	kumasi	kumasi	NOUN
ajoaa-1760	1	27	metropolis	metropolis	PROPN
ajoaa-1760	1	28	:	:	PUNCT
ajoaa-1760	1	29	a	a	DET
ajoaa-1760	1	30	stochastic	stochastic	ADJ
ajoaa-1760	1	31	frontier	frontier	NOUN
ajoaa-1760	1	32	approach	approach	NOUN
ajoaa-1760	1	33	adams	adams	PROPN
ajoaa-1760	1	34	abdulaia	abdulaia	PROPN
ajoaa-1760	1	35	,	,	PUNCT
ajoaa-1760	1	36	simon	simon	PROPN
ajoaa-1760	1	37	cudjoe	cudjoe	PROPN
ajoaa-1760	1	38	fialorb	fialorb	PROPN
ajoaa-1760	1	39	,	,	PUNCT
ajoaa-1760	1	40	john	john	PROPN
ajoaa-1760	1	41	eudes	eude	VERB
ajoaa-1760	1	42	andivi	andivi	NOUN
ajoaa-1760	1	43	bakangb	bakangb	PROPN
ajoaa-1760	1	44	emmanuel	emmanuel	PROPN
ajoaa-1760	1	45	tetteh	tetteh	PROPN
ajoaa-1760	1	46	jumpahc	jumpahc	PROPN
ajoaa-1760	1	47	aresearch	aresearch	PROPN
ajoaa-1760	1	48	scientist	scientist	NOUN
ajoaa-1760	1	49	;	;	PUNCT
ajoaa-1760	1	50	council	council	NOUN
ajoaa-1760	1	51	for	for	ADP
ajoaa-1760	1	52	scientific	scientific	ADJ
ajoaa-1760	1	53	and	and	CCONJ
ajoaa-1760	1	54	industrial	industrial	ADJ
ajoaa-1760	1	55	research	research	NOUN
ajoaa-1760	1	56	,	,	PUNCT
ajoaa-1760	1	57	accra	accra	PROPN
ajoaa-1760	1	58	,	,	PUNCT
ajoaa-1760	1	59	ghana	ghana	PROPN
ajoaa-1760	1	60	.	.	PUNCT
ajoaa-1760	2	1	bassociate	bassociate	PROPN
ajoaa-1760	2	2	professor	professor	NOUN
ajoaa-1760	2	3	;	;	PUNCT
ajoaa-1760	2	4	faculty	faculty	NOUN
ajoaa-1760	2	5	of	of	ADP
ajoaa-1760	2	6	agriculture	agriculture	NOUN
ajoaa-1760	2	7	,	,	PUNCT
ajoaa-1760	2	8	department	department	NOUN
ajoaa-1760	2	9	of	of	ADP
ajoaa-1760	2	10	agricultural	agricultural	ADJ
ajoaa-1760	2	11	economics	economic	NOUN
ajoaa-1760	2	12	,	,	PUNCT
ajoaa-1760	2	13	agribusiness	agribusiness	NOUN
ajoaa-1760	2	14	and	and	CCONJ
ajoaa-1760	2	15	extension	extension	NOUN
ajoaa-1760	2	16	,	,	PUNCT
ajoaa-1760	2	17	kwame	kwame	PROPN
ajoaa-1760	2	18	nkrumah	nkrumah	PROPN
ajoaa-1760	2	19	university	university	PROPN
ajoaa-1760	2	20	of	of	ADP
ajoaa-1760	2	21	science	science	NOUN
ajoaa-1760	2	22	and	and	CCONJ
ajoaa-1760	2	23	technology	technology	NOUN
ajoaa-1760	2	24	,	,	PUNCT
ajoaa-1760	2	25	kumasi	kumasi	NOUN
ajoaa-1760	2	26	,	,	PUNCT
ajoaa-1760	2	27	ghana	ghana	PROPN
ajoaa-1760	2	28	.	.	PUNCT
ajoaa-1760	3	1	c	c	PROPN
ajoaa-1760	3	2	principal	principal	ADJ
ajoaa-1760	3	3	technologist	technologist	NOUN
ajoaa-1760	3	4	,	,	PUNCT
ajoaa-1760	3	5	council	council	NOUN
ajoaa-1760	3	6	for	for	ADP
ajoaa-1760	3	7	scientific	scientific	ADJ
ajoaa-1760	3	8	and	and	CCONJ
ajoaa-1760	3	9	industrial	industrial	ADJ
ajoaa-1760	3	10	research	research	NOUN
ajoaa-1760	3	11	,	,	PUNCT
ajoaa-1760	3	12	accra	accra	PROPN
ajoaa-1760	3	13	,	,	PUNCT
ajoaa-1760	3	14	ghana	ghana	PROPN
ajoaa-1760	3	15	.	.	PUNCT
ajoaa-1760	4	1	boginah@yahoo.com	boginah@yahoo.com	NUM
ajoaa-1760	4	2	(	(	PUNCT
ajoaa-1760	4	3	corresponding	correspond	VERB
ajoaa-1760	4	4	author	author	NOUN
ajoaa-1760	4	5	)	)	PUNCT
ajoaa-1760	4	6	corresponding	corresponde	VERB
ajoaa-1760	4	7	author	author	NOUN
ajoaa-1760	4	8	article	article	NOUN
ajoaa-1760	4	9	history	history	NOUN
ajoaa-1760	4	10	:	:	PUNCT
ajoaa-1760	4	11	received	receive	VERB
ajoaa-1760	4	12	:	:	PUNCT
ajoaa-1760	4	13	24	24	NUM
ajoaa-1760	4	14	-	-	PUNCT
ajoaa-1760	4	15	sep-2018	sep-2018	NOUN
ajoaa-1760	4	16	accepted	accept	VERB
ajoaa-1760	4	17	:	:	PUNCT
ajoaa-1760	4	18	29	29	NUM
ajoaa-1760	4	19	-	-	PUNCT
ajoaa-1760	4	20	oct-2018	oct-2018	NOUN
ajoaa-1760	4	21	online	online	ADV
ajoaa-1760	4	22	available	available	ADJ
ajoaa-1760	4	23	:	:	PUNCT
ajoaa-1760	4	24	18	18	NUM
ajoaa-1760	4	25	-	-	PUNCT
ajoaa-1760	4	26	nov2018	nov2018	NOUN
ajoaa-1760	4	27	keywords	keyword	NOUN
ajoaa-1760	4	28	:	:	PUNCT
ajoaa-1760	4	29	allocative	allocative	ADJ
ajoaa-1760	4	30	efficiency	efficiency	NOUN
ajoaa-1760	4	31	,	,	PUNCT
ajoaa-1760	4	32	kumasi	kumasi	NOUN
ajoaa-1760	4	33	metropolis	metropolis	PROPN
ajoaa-1760	4	34	,	,	PUNCT
ajoaa-1760	4	35	stochastic	stochastic	ADJ
ajoaa-1760	4	36	frontier	frontier	NOUN
ajoaa-1760	4	37	analysis	analysis	NOUN
ajoaa-1760	4	38	,	,	PUNCT
ajoaa-1760	4	39	technical	technical	ADJ
ajoaa-1760	4	40	efficiency	efficiency	NOUN
ajoaa-1760	4	41	,	,	PUNCT
ajoaa-1760	4	42	urban	urban	ADJ
ajoaa-1760	4	43	vegetable	vegetable	NOUN
ajoaa-1760	4	44	farming	farming	NOUN
ajoaa-1760	4	45	abstract	abstract	NOUN
ajoaa-1760	4	46	the	the	DET
ajoaa-1760	4	47	changing	change	VERB
ajoaa-1760	4	48	food	food	NOUN
ajoaa-1760	4	49	demands	demand	NOUN
ajoaa-1760	4	50	by	by	ADP
ajoaa-1760	4	51	the	the	DET
ajoaa-1760	4	52	teeming	teem	VERB
ajoaa-1760	4	53	urban	urban	ADJ
ajoaa-1760	4	54	population	population	NOUN
ajoaa-1760	4	55	,	,	PUNCT
ajoaa-1760	4	56	job	job	NOUN
ajoaa-1760	4	57	search	search	NOUN
ajoaa-1760	4	58	,	,	PUNCT
ajoaa-1760	4	59	and	and	CCONJ
ajoaa-1760	4	60	sector	sector	NOUN
ajoaa-1760	4	61	profitability	profitability	NOUN
ajoaa-1760	4	62	have	have	AUX
ajoaa-1760	4	63	made	make	VERB
ajoaa-1760	4	64	vegetable	vegetable	ADJ
ajoaa-1760	4	65	production	production	NOUN
ajoaa-1760	4	66	indispensable	indispensable	ADJ
ajoaa-1760	4	67	as	as	SCONJ
ajoaa-1760	4	68	it	it	PRON
ajoaa-1760	4	69	contributes	contribute	VERB
ajoaa-1760	4	70	to	to	ADP
ajoaa-1760	4	71	increased	increase	VERB
ajoaa-1760	4	72	incomes	income	NOUN
ajoaa-1760	4	73	and	and	CCONJ
ajoaa-1760	4	74	livelihoods	livelihood	NOUN
ajoaa-1760	4	75	of	of	ADP
ajoaa-1760	4	76	urban	urban	ADJ
ajoaa-1760	4	77	dwellers.this	dwellers.this	NOUN
ajoaa-1760	4	78	study	study	NOUN
ajoaa-1760	4	79	investigated	investigate	VERB
ajoaa-1760	4	80	the	the	DET
ajoaa-1760	4	81	current	current	ADJ
ajoaa-1760	4	82	level	level	NOUN
ajoaa-1760	4	83	of	of	ADP
ajoaa-1760	4	84	productive	productive	ADJ
ajoaa-1760	4	85	efficiency	efficiency	NOUN
ajoaa-1760	4	86	(	(	PUNCT
ajoaa-1760	4	87	technical	technical	ADJ
ajoaa-1760	4	88	and	and	CCONJ
ajoaa-1760	4	89	allocative	allocative	ADJ
ajoaa-1760	4	90	)	)	PUNCT
ajoaa-1760	4	91	of	of	ADP
ajoaa-1760	4	92	vegetable	vegetable	ADJ
ajoaa-1760	4	93	farmers	farmer	NOUN
ajoaa-1760	4	94	in	in	ADP
ajoaa-1760	4	95	the	the	DET
ajoaa-1760	4	96	kumasi	kumasi	NOUN
ajoaa-1760	4	97	metropolis	metropolis	NOUN
ajoaa-1760	4	98	using	use	VERB
ajoaa-1760	4	99	crosssectional	crosssectional	ADJ
ajoaa-1760	4	100	data	datum	NOUN
ajoaa-1760	4	101	obtained	obtain	VERB
ajoaa-1760	4	102	from	from	ADP
ajoaa-1760	4	103	135	135	NUM
ajoaa-1760	4	104	sampled	sample	VERB
ajoaa-1760	4	105	farmers	farmer	NOUN
ajoaa-1760	4	106	using	use	VERB
ajoaa-1760	4	107	a	a	DET
ajoaa-1760	4	108	semi	semi	ADJ
ajoaa-1760	4	109	-	-	ADJ
ajoaa-1760	4	110	structured	structured	ADJ
ajoaa-1760	4	111	questionnaire	questionnaire	NOUN
ajoaa-1760	4	112	.	.	PUNCT
ajoaa-1760	5	1	data	datum	NOUN
ajoaa-1760	5	2	analysis	analysis	NOUN
ajoaa-1760	5	3	was	be	AUX
ajoaa-1760	5	4	conducted	conduct	VERB
ajoaa-1760	5	5	using	use	VERB
ajoaa-1760	5	6	the	the	DET
ajoaa-1760	5	7	stochastic	stochastic	ADJ
ajoaa-1760	5	8	frontier	frontier	NOUN
ajoaa-1760	5	9	approach	approach	NOUN
ajoaa-1760	5	10	to	to	PART
ajoaa-1760	5	11	estimate	estimate	VERB
ajoaa-1760	5	12	firm	firm	ADJ
ajoaa-1760	5	13	-	-	PUNCT
ajoaa-1760	5	14	specific	specific	ADJ
ajoaa-1760	5	15	technical	technical	ADJ
ajoaa-1760	5	16	efficiencies	efficiency	NOUN
ajoaa-1760	5	17	and	and	CCONJ
ajoaa-1760	5	18	the	the	DET
ajoaa-1760	5	19	factors	factor	NOUN
ajoaa-1760	5	20	that	that	PRON
ajoaa-1760	5	21	influence	influence	NOUN
ajoaa-1760	5	22	efficiency	efficiency	NOUN
ajoaa-1760	5	23	levels	level	NOUN
ajoaa-1760	5	24	.	.	PUNCT
ajoaa-1760	6	1	the	the	DET
ajoaa-1760	6	2	results	result	NOUN
ajoaa-1760	6	3	show	show	VERB
ajoaa-1760	6	4	that	that	SCONJ
ajoaa-1760	6	5	inefficiency	inefficiency	NOUN
ajoaa-1760	6	6	exists	exist	VERB
ajoaa-1760	6	7	among	among	ADP
ajoaa-1760	6	8	the	the	DET
ajoaa-1760	6	9	sampled	sample	VERB
ajoaa-1760	6	10	vegetable	vegetable	NOUN
ajoaa-1760	6	11	farmers	farmer	NOUN
ajoaa-1760	6	12	as	as	SCONJ
ajoaa-1760	6	13	they	they	PRON
ajoaa-1760	6	14	currently	currently	ADV
ajoaa-1760	6	15	achieve	achieve	VERB
ajoaa-1760	6	16	an	an	DET
ajoaa-1760	6	17	average	average	ADJ
ajoaa-1760	6	18	technical	technical	ADJ
ajoaa-1760	6	19	efficiency	efficiency	NOUN
ajoaa-1760	6	20	score	score	NOUN
ajoaa-1760	6	21	of	of	ADP
ajoaa-1760	6	22	66.7	66.7	NUM
ajoaa-1760	6	23	%	%	NOUN
ajoaa-1760	6	24	.	.	PUNCT
ajoaa-1760	7	1	allocative	allocative	ADJ
ajoaa-1760	7	2	efficiency	efficiency	NOUN
ajoaa-1760	7	3	estimates	estimate	NOUN
ajoaa-1760	7	4	for	for	ADP
ajoaa-1760	7	5	land	land	NOUN
ajoaa-1760	7	6	and	and	CCONJ
ajoaa-1760	7	7	labour	labour	NOUN
ajoaa-1760	7	8	revealed	reveal	VERB
ajoaa-1760	7	9	that	that	SCONJ
ajoaa-1760	7	10	both	both	DET
ajoaa-1760	7	11	factors	factor	NOUN
ajoaa-1760	7	12	of	of	ADP
ajoaa-1760	7	13	production	production	NOUN
ajoaa-1760	7	14	are	be	AUX
ajoaa-1760	7	15	over	over	ADV
ajoaa-1760	7	16	utilised	utilise	VERB
ajoaa-1760	7	17	by	by	ADP
ajoaa-1760	7	18	farmers	farmer	NOUN
ajoaa-1760	7	19	.	.	PUNCT
ajoaa-1760	8	1	the	the	DET
ajoaa-1760	8	2	age	age	NOUN
ajoaa-1760	8	3	of	of	ADP
ajoaa-1760	8	4	the	the	DET
ajoaa-1760	8	5	farmer	farmer	NOUN
ajoaa-1760	8	6	is	be	AUX
ajoaa-1760	8	7	the	the	DET
ajoaa-1760	8	8	main	main	ADJ
ajoaa-1760	8	9	socioeconomic	socioeconomic	ADJ
ajoaa-1760	8	10	determinant	determinant	NOUN
ajoaa-1760	8	11	of	of	ADP
ajoaa-1760	8	12	technical	technical	ADJ
ajoaa-1760	8	13	efficiency.the	efficiency.the	DET
ajoaa-1760	8	14	study	study	NOUN
ajoaa-1760	8	15	recommends	recommend	VERB
ajoaa-1760	8	16	that	that	SCONJ
ajoaa-1760	8	17	farmers	farmer	NOUN
ajoaa-1760	8	18	be	be	AUX
ajoaa-1760	8	19	educated	educate	VERB
ajoaa-1760	8	20	on	on	ADP
ajoaa-1760	8	21	the	the	DET
ajoaa-1760	8	22	correct	correct	ADJ
ajoaa-1760	8	23	use	use	NOUN
ajoaa-1760	8	24	of	of	ADP
ajoaa-1760	8	25	inputs	input	NOUN
ajoaa-1760	8	26	by	by	ADP
ajoaa-1760	8	27	extension	extension	NOUN
ajoaa-1760	8	28	agents	agent	NOUN
ajoaa-1760	8	29	.	.	PUNCT
ajoaa-1760	9	1	the	the	DET
ajoaa-1760	9	2	government	government	NOUN
ajoaa-1760	9	3	policy	policy	NOUN
ajoaa-1760	9	4	of	of	ADP
ajoaa-1760	9	5	recruiting	recruit	VERB
ajoaa-1760	9	6	community	community	NOUN
ajoaa-1760	9	7	extension	extension	NOUN
ajoaa-1760	9	8	agents	agent	NOUN
ajoaa-1760	9	9	under	under	ADP
ajoaa-1760	9	10	the	the	DET
ajoaa-1760	9	11	‘	'	PUNCT
ajoaa-1760	9	12	planting	planting	NOUN
ajoaa-1760	9	13	for	for	ADP
ajoaa-1760	9	14	food	food	NOUN
ajoaa-1760	9	15	and	and	CCONJ
ajoaa-1760	9	16	jobs	job	NOUN
ajoaa-1760	9	17	’	'	PUNCT
ajoaa-1760	9	18	programme	programme	NOUN
ajoaa-1760	9	19	is	be	AUX
ajoaa-1760	9	20	in	in	ADP
ajoaa-1760	9	21	line	line	NOUN
ajoaa-1760	9	22	with	with	ADP
ajoaa-1760	9	23	addressing	address	VERB
ajoaa-1760	9	24	inefficiency	inefficiency	NOUN
ajoaa-1760	9	25	in	in	ADP
ajoaa-1760	9	26	the	the	DET
ajoaa-1760	9	27	production	production	NOUN
ajoaa-1760	9	28	sector	sector	NOUN
ajoaa-1760	9	29	and	and	CCONJ
ajoaa-1760	9	30	should	should	AUX
ajoaa-1760	9	31	be	be	AUX
ajoaa-1760	9	32	promoted	promote	VERB
ajoaa-1760	9	33	.	.	PUNCT
ajoaa-1760	10	1	contribution/	contribution/	NUM
ajoaa-1760	10	2	originality	originality	NOUN
ajoaa-1760	10	3	the	the	DET
ajoaa-1760	10	4	study	study	NOUN
ajoaa-1760	10	5	provides	provide	VERB
ajoaa-1760	10	6	empirical	empirical	ADJ
ajoaa-1760	10	7	evidence	evidence	NOUN
ajoaa-1760	10	8	of	of	ADP
ajoaa-1760	10	9	the	the	DET
ajoaa-1760	10	10	existence	existence	NOUN
ajoaa-1760	10	11	of	of	ADP
ajoaa-1760	10	12	inefficiency	inefficiency	NOUN
ajoaa-1760	10	13	in	in	ADP
ajoaa-1760	10	14	urban	urban	ADJ
ajoaa-1760	10	15	vegetable	vegetable	NOUN
ajoaa-1760	10	16	production	production	NOUN
ajoaa-1760	10	17	systems	system	NOUN
ajoaa-1760	10	18	in	in	ADP
ajoaa-1760	10	19	the	the	DET
ajoaa-1760	10	20	kumasi	kumasi	NOUN
ajoaa-1760	10	21	metropolis	metropolis	NOUN
ajoaa-1760	10	22	of	of	ADP
ajoaa-1760	10	23	ghana	ghana	PROPN
ajoaa-1760	10	24	using	use	VERB
ajoaa-1760	10	25	robust	robust	ADJ
ajoaa-1760	10	26	estimations	estimation	NOUN
ajoaa-1760	10	27	.	.	PUNCT
ajoaa-1760	11	1	the	the	DET
ajoaa-1760	11	2	study	study	NOUN
ajoaa-1760	11	3	revealed	reveal	VERB
ajoaa-1760	11	4	that	that	SCONJ
ajoaa-1760	11	5	technical	technical	ADJ
ajoaa-1760	11	6	inefficiency	inefficiency	NOUN
ajoaa-1760	11	7	is	be	AUX
ajoaa-1760	11	8	linked	link	VERB
ajoaa-1760	11	9	to	to	ADP
ajoaa-1760	11	10	over	over	ADP
ajoaa-1760	11	11	utilisation	utilisation	NOUN
ajoaa-1760	11	12	of	of	ADP
ajoaa-1760	11	13	inputs	input	NOUN
ajoaa-1760	11	14	by	by	ADP
ajoaa-1760	11	15	farmers	farmer	NOUN
ajoaa-1760	11	16	.	.	PUNCT
ajoaa-1760	12	1	enhancing	enhance	VERB
ajoaa-1760	12	2	urban	urban	ADJ
ajoaa-1760	12	3	vegetable	vegetable	NOUN
ajoaa-1760	12	4	production	production	NOUN
ajoaa-1760	12	5	to	to	PART
ajoaa-1760	12	6	meet	meet	VERB
ajoaa-1760	12	7	the	the	DET
ajoaa-1760	12	8	increasing	increase	VERB
ajoaa-1760	12	9	demand	demand	NOUN
ajoaa-1760	12	10	for	for	ADP
ajoaa-1760	12	11	food	food	NOUN
ajoaa-1760	12	12	,	,	PUNCT
ajoaa-1760	12	13	therefore	therefore	ADV
ajoaa-1760	12	14	,	,	PUNCT
ajoaa-1760	12	15	requires	require	VERB
ajoaa-1760	12	16	the	the	DET
ajoaa-1760	12	17	support	support	NOUN
ajoaa-1760	12	18	and	and	CCONJ
ajoaa-1760	12	19	collaboration	collaboration	NOUN
ajoaa-1760	12	20	of	of	ADP
ajoaa-1760	12	21	all	all	DET
ajoaa-1760	12	22	stakeholders	stakeholder	NOUN
ajoaa-1760	12	23	(	(	PUNCT
ajoaa-1760	12	24	vegetable	vegetable	NOUN
ajoaa-1760	12	25	farmers	farmer	NOUN
ajoaa-1760	12	26	,	,	PUNCT
ajoaa-1760	12	27	researchers	researcher	NOUN
ajoaa-1760	12	28	,	,	PUNCT
ajoaa-1760	12	29	input	input	NOUN
ajoaa-1760	12	30	dealers	dealer	NOUN
ajoaa-1760	12	31	,	,	PUNCT
ajoaa-1760	12	32	and	and	CCONJ
ajoaa-1760	12	33	policy	policy	NOUN
ajoaa-1760	12	34	makers	maker	NOUN
ajoaa-1760	12	35	)	)	PUNCT
ajoaa-1760	12	36	at	at	ADP
ajoaa-1760	12	37	the	the	DET
ajoaa-1760	12	38	municipal	municipal	ADJ
ajoaa-1760	12	39	and	and	CCONJ
ajoaa-1760	12	40	national	national	ADJ
ajoaa-1760	12	41	levels	level	NOUN
ajoaa-1760	12	42	.	.	PUNCT
ajoaa-1760	13	1	doi	doi	NOUN
ajoaa-1760	13	2	:	:	PUNCT
ajoaa-1760	13	3	10.18488	10.18488	NUM
ajoaa-1760	13	4	/	/	SYM
ajoaa-1760	13	5	journal.1005/2018.8.2/1005.2.92.103	journal.1005/2018.8.2/1005.2.92.103	PROPN
ajoaa-1760	13	6	issn	issn	X
ajoaa-1760	13	7	(	(	PUNCT
ajoaa-1760	13	8	p	p	X
ajoaa-1760	13	9	):	):	PUNCT
ajoaa-1760	13	10	2304	2304	NUM
ajoaa-1760	13	11	-	-	SYM
ajoaa-1760	13	12	1455	1455	NUM
ajoaa-1760	13	13	/	/	SYM
ajoaa-1760	13	14	issn	issn	PROPN
ajoaa-1760	13	15	(	(	PUNCT
ajoaa-1760	13	16	e):2224	e):2224	PROPN
ajoaa-1760	13	17	-	-	PUNCT
ajoaa-1760	13	18	4433	4433	NUM
ajoaa-1760	13	19	how	how	SCONJ
ajoaa-1760	13	20	to	to	PART
ajoaa-1760	13	21	cite	cite	VERB
ajoaa-1760	13	22	:	:	PUNCT
ajoaa-1760	13	23	adams	adams	PROPN
ajoaa-1760	13	24	abdulai	abdulai	PROPN
ajoaa-1760	13	25	,	,	PUNCT
ajoaa-1760	13	26	simon	simon	PROPN
ajoaa-1760	13	27	cudjoe	cudjoe	PROPN
ajoaa-1760	13	28	fialor	fialor	PROPN
ajoaa-1760	13	29	,	,	PUNCT
ajoaa-1760	13	30	john	john	PROPN
ajoaa-1760	13	31	eudes	eude	VERB
ajoaa-1760	13	32	andivi	andivi	NOUN
ajoaa-1760	13	33	bakang	bakang	PROPN
ajoaa-1760	13	34	and	and	CCONJ
ajoaa-1760	13	35	emmanuel	emmanuel	PROPN
ajoaa-1760	13	36	tetteh	tetteh	PROPN
ajoaa-1760	13	37	jumpah	jumpah	PROPN
ajoaa-1760	13	38	(	(	PUNCT
ajoaa-1760	13	39	2018	2018	NUM
ajoaa-1760	13	40	)	)	PUNCT
ajoaa-1760	13	41	.	.	PUNCT
ajoaa-1760	14	1	technical	technical	ADJ
ajoaa-1760	14	2	and	and	CCONJ
ajoaa-1760	14	3	resource	resource	NOUN
ajoaa-1760	14	4	use	use	NOUN
ajoaa-1760	14	5	efficiency	efficiency	NOUN
ajoaa-1760	14	6	of	of	ADP
ajoaa-1760	14	7	urban	urban	ADJ
ajoaa-1760	14	8	vegetable	vegetable	NOUN
ajoaa-1760	14	9	farming	farming	NOUN
ajoaa-1760	14	10	in	in	ADP
ajoaa-1760	14	11	the	the	DET
ajoaa-1760	14	12	kumasi	kumasi	NOUN
ajoaa-1760	14	13	metropolis	metropolis	PROPN
ajoaa-1760	14	14	:	:	PUNCT
ajoaa-1760	14	15	a	a	DET
ajoaa-1760	14	16	stochastic	stochastic	ADJ
ajoaa-1760	14	17	frontier	frontier	NOUN
ajoaa-1760	14	18	approach	approach	NOUN
ajoaa-1760	14	19	.	.	PUNCT
ajoaa-1760	15	1	asian	asian	ADJ
ajoaa-1760	15	2	journal	journal	PROPN
ajoaa-1760	15	3	of	of	ADP
ajoaa-1760	15	4	agriculture	agriculture	NOUN
ajoaa-1760	15	5	and	and	CCONJ
ajoaa-1760	15	6	rural	rural	ADJ
ajoaa-1760	15	7	development	development	NOUN
ajoaa-1760	15	8	,	,	PUNCT
ajoaa-1760	15	9	8(2	8(2	NUM
ajoaa-1760	15	10	)	)	PUNCT
ajoaa-1760	15	11	,	,	PUNCT
ajoaa-1760	15	12	92	92	NUM
ajoaa-1760	15	13	-	-	SYM
ajoaa-1760	15	14	103	103	NUM
ajoaa-1760	15	15	.	.	PUNCT
ajoaa-1760	16	1	©	©	PROPN
ajoaa-1760	16	2	2018	2018	NUM
ajoaa-1760	16	3	asian	asian	ADJ
ajoaa-1760	16	4	economic	economic	ADJ
ajoaa-1760	16	5	and	and	CCONJ
ajoaa-1760	16	6	social	social	ADJ
ajoaa-1760	16	7	society	society	NOUN
ajoaa-1760	16	8	.	.	PUNCT
ajoaa-1760	17	1	all	all	DET
ajoaa-1760	17	2	rights	right	NOUN
ajoaa-1760	17	3	reserved	reserve	VERB
ajoaa-1760	17	4	.	.	PUNCT
ajoaa-1760	18	1	asian	asian	ADJ
ajoaa-1760	18	2	journal	journal	PROPN
ajoaa-1760	18	3	of	of	ADP
ajoaa-1760	18	4	agriculture	agriculture	NOUN
ajoaa-1760	18	5	and	and	CCONJ
ajoaa-1760	18	6	rural	rural	ADJ
ajoaa-1760	18	7	development	development	NOUN
ajoaa-1760	18	8	volume	volume	NOUN
ajoaa-1760	18	9	8	8	NUM
ajoaa-1760	18	10	,	,	PUNCT
ajoaa-1760	18	11	issue	issue	NOUN
ajoaa-1760	18	12	2	2	NUM
ajoaa-1760	18	13	(	(	PUNCT
ajoaa-1760	18	14	2018	2018	NUM
ajoaa-1760	18	15	):	):	PUNCT
ajoaa-1760	18	16	92	92	NUM
ajoaa-1760	18	17	-	-	SYM
ajoaa-1760	18	18	103	103	NUM
ajoaa-1760	18	19	http://www.aessweb.com/journals/5005	http://www.aessweb.com/journals/5005	NOUN
ajoaa-1760	18	20	mailto:boginah@yahoo.com	mailto:boginah@yahoo.com	NOUN
ajoaa-1760	18	21	http://www.aessweb.com/journals/5005	http://www.aessweb.com/journals/5005	VERB
ajoaa-1760	18	22	http://crossmark.crossref.org/dialog/?doi=10.18488/journal.1005/2018.8.2/1005.2.92.103	http://crossmark.crossref.org/dialog/?doi=10.18488/journal.1005/2018.8.2/1005.2.92.103	PUNCT
ajoaa-1760	19	1	https://orcid.org/0000-0003-3828-972x	https://orcid.org/0000-0003-3828-972x	PROPN
ajoaa-1760	19	2	https://orcid.org/0000-0002-8820-0925	https://orcid.org/0000-0002-8820-0925	PROPN
ajoaa-1760	19	3	https://orcid.org/0000-0002-4980-075x	https://orcid.org/0000-0002-4980-075x	PROPN
ajoaa-1760	19	4	asian	asian	ADJ
ajoaa-1760	19	5	journal	journal	NOUN
ajoaa-1760	19	6	of	of	ADP
ajoaa-1760	19	7	agriculture	agriculture	NOUN
ajoaa-1760	19	8	and	and	CCONJ
ajoaa-1760	19	9	rural	rural	ADJ
ajoaa-1760	19	10	development	development	NOUN
ajoaa-1760	19	11	,	,	PUNCT
ajoaa-1760	19	12	8(2)2018	8(2)2018	NUM
ajoaa-1760	19	13	:	:	PUNCT
ajoaa-1760	19	14	92	92	NUM
ajoaa-1760	19	15	-	-	SYM
ajoaa-1760	19	16	103	103	NUM
ajoaa-1760	19	17	93	93	NUM
ajoaa-1760	19	18	1	1	NUM
ajoaa-1760	19	19	.	.	PUNCT
ajoaa-1760	20	1	introduction	introduction	NOUN
ajoaa-1760	20	2	vegetables	vegetable	NOUN
ajoaa-1760	20	3	play	play	VERB
ajoaa-1760	20	4	an	an	DET
ajoaa-1760	20	5	important	important	ADJ
ajoaa-1760	20	6	role	role	NOUN
ajoaa-1760	20	7	in	in	ADP
ajoaa-1760	20	8	the	the	DET
ajoaa-1760	20	9	household	household	NOUN
ajoaa-1760	20	10	economy	economy	NOUN
ajoaa-1760	20	11	and	and	CCONJ
ajoaa-1760	20	12	occupy	occupy	VERB
ajoaa-1760	20	13	a	a	DET
ajoaa-1760	20	14	unique	unique	ADJ
ajoaa-1760	20	15	position	position	NOUN
ajoaa-1760	20	16	in	in	ADP
ajoaa-1760	20	17	both	both	CCONJ
ajoaa-1760	20	18	domestic	domestic	ADJ
ajoaa-1760	20	19	and	and	CCONJ
ajoaa-1760	20	20	foreign	foreign	ADJ
ajoaa-1760	20	21	food	food	NOUN
ajoaa-1760	20	22	trade	trade	NOUN
ajoaa-1760	20	23	of	of	ADP
ajoaa-1760	20	24	ghana	ghana	PROPN
ajoaa-1760	20	25	.	.	PUNCT
ajoaa-1760	21	1	besides	besides	SCONJ
ajoaa-1760	21	2	being	be	AUX
ajoaa-1760	21	3	an	an	DET
ajoaa-1760	21	4	integral	integral	ADJ
ajoaa-1760	21	5	part	part	NOUN
ajoaa-1760	21	6	of	of	ADP
ajoaa-1760	21	7	balanced	balanced	ADJ
ajoaa-1760	21	8	diets	diet	NOUN
ajoaa-1760	21	9	that	that	PRON
ajoaa-1760	21	10	supply	supply	VERB
ajoaa-1760	21	11	minerals	mineral	NOUN
ajoaa-1760	21	12	and	and	CCONJ
ajoaa-1760	21	13	vitamins	vitamin	NOUN
ajoaa-1760	21	14	for	for	ADP
ajoaa-1760	21	15	healthy	healthy	ADJ
ajoaa-1760	21	16	growth	growth	NOUN
ajoaa-1760	21	17	,	,	PUNCT
ajoaa-1760	21	18	economically	economically	ADV
ajoaa-1760	21	19	they	they	PRON
ajoaa-1760	21	20	create	create	VERB
ajoaa-1760	21	21	employment	employment	NOUN
ajoaa-1760	21	22	for	for	ADP
ajoaa-1760	21	23	the	the	DET
ajoaa-1760	21	24	teeming	teem	VERB
ajoaa-1760	21	25	youth	youth	NOUN
ajoaa-1760	21	26	along	along	ADP
ajoaa-1760	21	27	the	the	DET
ajoaa-1760	21	28	crop	crop	NOUN
ajoaa-1760	21	29	value	value	NOUN
ajoaa-1760	21	30	chain	chain	NOUN
ajoaa-1760	21	31	.	.	PUNCT
ajoaa-1760	22	1	vegetable	vegetable	NOUN
ajoaa-1760	22	2	production	production	NOUN
ajoaa-1760	22	3	is	be	AUX
ajoaa-1760	22	4	more	more	ADV
ajoaa-1760	22	5	profitable	profitable	ADJ
ajoaa-1760	22	6	than	than	ADP
ajoaa-1760	22	7	cereal	cereal	NOUN
ajoaa-1760	22	8	production	production	NOUN
ajoaa-1760	22	9	(	(	PUNCT
ajoaa-1760	22	10	adewumi	adewumi	PROPN
ajoaa-1760	22	11	et	et	PROPN
ajoaa-1760	22	12	al	al	PROPN
ajoaa-1760	22	13	.	.	PROPN
ajoaa-1760	22	14	,	,	PUNCT
ajoaa-1760	22	15	2005	2005	NUM
ajoaa-1760	22	16	;	;	PUNCT
ajoaa-1760	22	17	weinberger	weinberger	PROPN
ajoaa-1760	22	18	and	and	CCONJ
ajoaa-1760	22	19	lumpkin	lumpkin	PROPN
ajoaa-1760	22	20	,	,	PUNCT
ajoaa-1760	22	21	2007	2007	NUM
ajoaa-1760	22	22	)	)	PUNCT
ajoaa-1760	22	23	and	and	CCONJ
ajoaa-1760	22	24	irrigated	irrigate	VERB
ajoaa-1760	22	25	vegetable	vegetable	NOUN
ajoaa-1760	22	26	production	production	NOUN
ajoaa-1760	22	27	systems	system	NOUN
ajoaa-1760	22	28	are	be	AUX
ajoaa-1760	22	29	more	more	ADV
ajoaa-1760	22	30	profitable	profitable	ADJ
ajoaa-1760	22	31	than	than	ADP
ajoaa-1760	22	32	rain	rain	NOUN
ajoaa-1760	22	33	-	-	PUNCT
ajoaa-1760	22	34	fed	feed	VERB
ajoaa-1760	22	35	vegetable	vegetable	NOUN
ajoaa-1760	22	36	systems	system	NOUN
ajoaa-1760	22	37	(	(	PUNCT
ajoaa-1760	22	38	dittoh	dittoh	ADJ
ajoaa-1760	22	39	,	,	PUNCT
ajoaa-1760	22	40	1992	1992	NUM
ajoaa-1760	22	41	;	;	PUNCT
ajoaa-1760	22	42	ursu	ursu	NOUN
ajoaa-1760	22	43	,	,	PUNCT
ajoaa-1760	22	44	2014	2014	NUM
ajoaa-1760	22	45	)	)	PUNCT
ajoaa-1760	22	46	.	.	PUNCT
ajoaa-1760	23	1	the	the	DET
ajoaa-1760	23	2	agribusiness	agribusiness	NOUN
ajoaa-1760	23	3	potential	potential	NOUN
ajoaa-1760	23	4	for	for	ADP
ajoaa-1760	23	5	actors	actor	NOUN
ajoaa-1760	23	6	in	in	ADP
ajoaa-1760	23	7	the	the	DET
ajoaa-1760	23	8	vegetable	vegetable	NOUN
ajoaa-1760	23	9	crop	crop	NOUN
ajoaa-1760	23	10	value	value	NOUN
ajoaa-1760	23	11	chain	chain	NOUN
ajoaa-1760	23	12	exists	exist	VERB
ajoaa-1760	23	13	(	(	PUNCT
ajoaa-1760	23	14	dittoh	dittoh	ADV
ajoaa-1760	23	15	et	et	PROPN
ajoaa-1760	23	16	al	al	PROPN
ajoaa-1760	23	17	.	.	PROPN
ajoaa-1760	23	18	,	,	PUNCT
ajoaa-1760	23	19	2013	2013	NUM
ajoaa-1760	23	20	)	)	PUNCT
ajoaa-1760	23	21	and	and	CCONJ
ajoaa-1760	23	22	yet	yet	ADV
ajoaa-1760	23	23	research	research	NOUN
ajoaa-1760	23	24	to	to	PART
ajoaa-1760	23	25	assess	assess	VERB
ajoaa-1760	23	26	production	production	NOUN
ajoaa-1760	23	27	and	and	CCONJ
ajoaa-1760	23	28	resource	resource	NOUN
ajoaa-1760	23	29	use	use	NOUN
ajoaa-1760	23	30	efficiency	efficiency	NOUN
ajoaa-1760	23	31	in	in	ADP
ajoaa-1760	23	32	the	the	DET
ajoaa-1760	23	33	sector	sector	NOUN
ajoaa-1760	23	34	has	have	AUX
ajoaa-1760	23	35	remained	remain	VERB
ajoaa-1760	23	36	limited	limited	ADJ
ajoaa-1760	23	37	.	.	PUNCT
ajoaa-1760	24	1	furthermore	furthermore	ADV
ajoaa-1760	24	2	,	,	PUNCT
ajoaa-1760	24	3	actors	actor	NOUN
ajoaa-1760	24	4	within	within	ADP
ajoaa-1760	24	5	the	the	DET
ajoaa-1760	24	6	vegetable	vegetable	NOUN
ajoaa-1760	24	7	value	value	NOUN
ajoaa-1760	24	8	chain	chain	NOUN
ajoaa-1760	24	9	face	face	VERB
ajoaa-1760	24	10	multiple	multiple	ADJ
ajoaa-1760	24	11	constraints	constraint	NOUN
ajoaa-1760	24	12	:	:	PUNCT
ajoaa-1760	24	13	limited	limited	ADJ
ajoaa-1760	24	14	access	access	NOUN
ajoaa-1760	24	15	to	to	ADP
ajoaa-1760	24	16	water	water	NOUN
ajoaa-1760	24	17	resources	resource	NOUN
ajoaa-1760	24	18	,	,	PUNCT
ajoaa-1760	24	19	lack	lack	NOUN
ajoaa-1760	24	20	of	of	ADP
ajoaa-1760	24	21	capital	capital	NOUN
ajoaa-1760	24	22	/	/	SYM
ajoaa-1760	24	23	financing	financing	NOUN
ajoaa-1760	24	24	to	to	PART
ajoaa-1760	24	25	purchase	purchase	VERB
ajoaa-1760	24	26	inputs	input	NOUN
ajoaa-1760	24	27	,	,	PUNCT
ajoaa-1760	24	28	high	high	ADJ
ajoaa-1760	24	29	storage	storage	NOUN
ajoaa-1760	24	30	losses	loss	NOUN
ajoaa-1760	24	31	,	,	PUNCT
ajoaa-1760	24	32	lack	lack	NOUN
ajoaa-1760	24	33	of	of	ADP
ajoaa-1760	24	34	proper	proper	ADJ
ajoaa-1760	24	35	market	market	NOUN
ajoaa-1760	24	36	infrastructure	infrastructure	NOUN
ajoaa-1760	24	37	,	,	PUNCT
ajoaa-1760	24	38	poor	poor	ADJ
ajoaa-1760	24	39	transportation	transportation	NOUN
ajoaa-1760	24	40	and	and	CCONJ
ajoaa-1760	24	41	effects	effect	NOUN
ajoaa-1760	24	42	of	of	ADP
ajoaa-1760	24	43	climate	climate	NOUN
ajoaa-1760	24	44	change	change	NOUN
ajoaa-1760	24	45	(	(	PUNCT
ajoaa-1760	24	46	mashnik	mashnik	X
ajoaa-1760	24	47	et	et	PROPN
ajoaa-1760	24	48	al	al	PROPN
ajoaa-1760	24	49	.	.	PROPN
ajoaa-1760	24	50	,	,	PUNCT
ajoaa-1760	24	51	2017	2017	NUM
ajoaa-1760	24	52	;	;	PUNCT
ajoaa-1760	24	53	ekobi	ekobi	ADJ
ajoaa-1760	24	54	and	and	CCONJ
ajoaa-1760	24	55	mboh	mboh	PROPN
ajoaa-1760	24	56	,	,	PUNCT
ajoaa-1760	24	57	2018	2018	NUM
ajoaa-1760	24	58	)	)	PUNCT
ajoaa-1760	24	59	.	.	PUNCT
ajoaa-1760	25	1	empirical	empirical	ADJ
ajoaa-1760	25	2	studies	study	NOUN
ajoaa-1760	25	3	that	that	PRON
ajoaa-1760	25	4	focused	focus	VERB
ajoaa-1760	25	5	on	on	ADP
ajoaa-1760	25	6	analysing	analyse	VERB
ajoaa-1760	25	7	vegetable	vegetable	NOUN
ajoaa-1760	25	8	production	production	NOUN
ajoaa-1760	25	9	efficiency	efficiency	NOUN
ajoaa-1760	25	10	largely	largely	ADV
ajoaa-1760	25	11	point	point	VERB
ajoaa-1760	25	12	to	to	ADP
ajoaa-1760	25	13	the	the	DET
ajoaa-1760	25	14	existence	existence	NOUN
ajoaa-1760	25	15	of	of	ADP
ajoaa-1760	25	16	inefficiency	inefficiency	NOUN
ajoaa-1760	25	17	with	with	ADP
ajoaa-1760	25	18	various	various	ADJ
ajoaa-1760	25	19	determinants	determinant	NOUN
ajoaa-1760	25	20	(	(	PUNCT
ajoaa-1760	25	21	haji	haji	PROPN
ajoaa-1760	25	22	and	and	CCONJ
ajoaa-1760	25	23	andersson	andersson	PROPN
ajoaa-1760	25	24	,	,	PUNCT
ajoaa-1760	25	25	2008	2008	NUM
ajoaa-1760	25	26	;	;	PUNCT
ajoaa-1760	25	27	shettima	shettima	PROPN
ajoaa-1760	25	28	et	et	PROPN
ajoaa-1760	25	29	al	al	PROPN
ajoaa-1760	25	30	.	.	PROPN
ajoaa-1760	25	31	,	,	PUNCT
ajoaa-1760	25	32	2015	2015	NUM
ajoaa-1760	25	33	)	)	PUNCT
ajoaa-1760	25	34	.	.	PUNCT
ajoaa-1760	26	1	in	in	ADP
ajoaa-1760	26	2	estimating	estimate	VERB
ajoaa-1760	26	3	the	the	DET
ajoaa-1760	26	4	technical	technical	ADJ
ajoaa-1760	26	5	,	,	PUNCT
ajoaa-1760	26	6	allocative	allocative	ADJ
ajoaa-1760	26	7	and	and	CCONJ
ajoaa-1760	26	8	economic	economic	ADJ
ajoaa-1760	26	9	efficiency	efficiency	NOUN
ajoaa-1760	26	10	of	of	ADP
ajoaa-1760	26	11	300	300	NUM
ajoaa-1760	26	12	vegetable	vegetable	NOUN
ajoaa-1760	26	13	farmer	farmer	NOUN
ajoaa-1760	26	14	in	in	ADP
ajoaa-1760	26	15	ethiopia	ethiopia	PROPN
ajoaa-1760	26	16	,	,	PUNCT
ajoaa-1760	26	17	haji	haji	PROPN
ajoaa-1760	26	18	and	and	CCONJ
ajoaa-1760	26	19	andersson	andersson	PROPN
ajoaa-1760	26	20	(	(	PUNCT
ajoaa-1760	26	21	2008	2008	NUM
ajoaa-1760	26	22	)	)	PUNCT
ajoaa-1760	26	23	reported	report	VERB
ajoaa-1760	26	24	substantial	substantial	ADJ
ajoaa-1760	26	25	inefficiencies	inefficiency	NOUN
ajoaa-1760	26	26	in	in	ADP
ajoaa-1760	26	27	production	production	NOUN
ajoaa-1760	26	28	with	with	ADP
ajoaa-1760	26	29	efficiency	efficiency	NOUN
ajoaa-1760	26	30	differentials	differential	NOUN
ajoaa-1760	26	31	among	among	ADP
ajoaa-1760	26	32	farmers	farmer	NOUN
ajoaa-1760	26	33	.	.	PUNCT
ajoaa-1760	27	1	the	the	DET
ajoaa-1760	27	2	main	main	ADJ
ajoaa-1760	27	3	socio	socio	NOUN
ajoaa-1760	27	4	-	-	PUNCT
ajoaa-1760	27	5	economic	economic	ADJ
ajoaa-1760	27	6	factors	factor	NOUN
ajoaa-1760	27	7	influencing	influence	VERB
ajoaa-1760	27	8	production	production	NOUN
ajoaa-1760	27	9	inefficiency	inefficiency	NOUN
ajoaa-1760	27	10	as	as	SCONJ
ajoaa-1760	27	11	revealed	reveal	VERB
ajoaa-1760	27	12	by	by	ADP
ajoaa-1760	27	13	the	the	DET
ajoaa-1760	27	14	study	study	NOUN
ajoaa-1760	27	15	were	be	AUX
ajoaa-1760	27	16	illiteracy	illiteracy	NOUN
ajoaa-1760	27	17	,	,	PUNCT
ajoaa-1760	27	18	large	large	ADJ
ajoaa-1760	27	19	family	family	NOUN
ajoaa-1760	27	20	size	size	NOUN
ajoaa-1760	27	21	,	,	PUNCT
ajoaa-1760	27	22	non	non	ADJ
ajoaa-1760	27	23	-	-	ADJ
ajoaa-1760	27	24	farm	farm	ADJ
ajoaa-1760	27	25	income	income	NOUN
ajoaa-1760	27	26	,	,	PUNCT
ajoaa-1760	27	27	asset	asset	NOUN
ajoaa-1760	27	28	ownership	ownership	NOUN
ajoaa-1760	27	29	,	,	PUNCT
ajoaa-1760	27	30	high	high	ADJ
ajoaa-1760	27	31	consumer	consumer	NOUN
ajoaa-1760	27	32	spending	spending	NOUN
ajoaa-1760	27	33	,	,	PUNCT
ajoaa-1760	27	34	and	and	CCONJ
ajoaa-1760	27	35	small	small	ADJ
ajoaa-1760	27	36	farm	farm	NOUN
ajoaa-1760	27	37	size	size	NOUN
ajoaa-1760	27	38	.	.	PUNCT
ajoaa-1760	28	1	singbo	singbo	PROPN
ajoaa-1760	28	2	(	(	PUNCT
ajoaa-1760	28	3	2012	2012	NUM
ajoaa-1760	28	4	)	)	PUNCT
ajoaa-1760	28	5	reported	report	VERB
ajoaa-1760	28	6	that	that	SCONJ
ajoaa-1760	28	7	inefficiency	inefficiency	NOUN
ajoaa-1760	28	8	in	in	ADP
ajoaa-1760	28	9	marketing	marketing	NOUN
ajoaa-1760	28	10	poses	pose	VERB
ajoaa-1760	28	11	a	a	DET
ajoaa-1760	28	12	greater	great	ADJ
ajoaa-1760	28	13	challenge	challenge	NOUN
ajoaa-1760	28	14	to	to	ADP
ajoaa-1760	28	15	urban	urban	ADJ
ajoaa-1760	28	16	vegetable	vegetable	NOUN
ajoaa-1760	28	17	farmers	farmer	NOUN
ajoaa-1760	28	18	in	in	ADP
ajoaa-1760	28	19	benin	benin	PROPN
ajoaa-1760	28	20	and	and	CCONJ
ajoaa-1760	28	21	that	that	SCONJ
ajoaa-1760	28	22	the	the	DET
ajoaa-1760	28	23	type	type	NOUN
ajoaa-1760	28	24	of	of	ADP
ajoaa-1760	28	25	market	market	NOUN
ajoaa-1760	28	26	arrangements	arrangement	NOUN
ajoaa-1760	28	27	has	have	VERB
ajoaa-1760	28	28	an	an	DET
ajoaa-1760	28	29	effect	effect	NOUN
ajoaa-1760	28	30	on	on	ADP
ajoaa-1760	28	31	marketing	marketing	NOUN
ajoaa-1760	28	32	efficiency	efficiency	NOUN
ajoaa-1760	28	33	.	.	PUNCT
ajoaa-1760	29	1	in	in	ADP
ajoaa-1760	29	2	the	the	DET
ajoaa-1760	29	3	bono	bono	X
ajoaa-1760	29	4	state	state	NOUN
ajoaa-1760	29	5	of	of	ADP
ajoaa-1760	29	6	nigeria	nigeria	PROPN
ajoaa-1760	29	7	,	,	PUNCT
ajoaa-1760	29	8	shettima	shettima	PROPN
ajoaa-1760	29	9	et	et	PROPN
ajoaa-1760	29	10	al	al	PROPN
ajoaa-1760	29	11	.	.	PROPN
ajoaa-1760	30	1	(	(	PUNCT
ajoaa-1760	30	2	2015	2015	NUM
ajoaa-1760	30	3	)	)	PUNCT
ajoaa-1760	30	4	found	find	VERB
ajoaa-1760	30	5	technical	technical	ADJ
ajoaa-1760	30	6	inefficiency	inefficiency	NOUN
ajoaa-1760	30	7	among	among	ADP
ajoaa-1760	30	8	irrigated	irrigated	ADJ
ajoaa-1760	30	9	vegetable	vegetable	NOUN
ajoaa-1760	30	10	farmers	farmer	NOUN
ajoaa-1760	30	11	engaged	engage	VERB
ajoaa-1760	30	12	in	in	ADP
ajoaa-1760	30	13	various	various	ADJ
ajoaa-1760	30	14	crop	crop	NOUN
ajoaa-1760	30	15	enterprises	enterprise	NOUN
ajoaa-1760	30	16	(	(	PUNCT
ajoaa-1760	30	17	sole	sole	ADJ
ajoaa-1760	30	18	onion	onion	NOUN
ajoaa-1760	30	19	,	,	PUNCT
ajoaa-1760	30	20	sole	sole	ADJ
ajoaa-1760	30	21	tomato	tomato	NOUN
ajoaa-1760	30	22	,	,	PUNCT
ajoaa-1760	30	23	sole	sole	ADJ
ajoaa-1760	30	24	pepper	pepper	NOUN
ajoaa-1760	30	25	,	,	PUNCT
ajoaa-1760	30	26	onion	onion	NOUN
ajoaa-1760	30	27	-	-	PUNCT
ajoaa-1760	30	28	tomato	tomato	NOUN
ajoaa-1760	30	29	,	,	PUNCT
ajoaa-1760	30	30	and	and	CCONJ
ajoaa-1760	30	31	onion	onion	NOUN
ajoaa-1760	30	32	-	-	PUNCT
ajoaa-1760	30	33	pepper).farm	pepper).farm	NOUN
ajoaa-1760	30	34	size	size	NOUN
ajoaa-1760	30	35	,	,	PUNCT
ajoaa-1760	30	36	agrochemical	agrochemical	NOUN
ajoaa-1760	30	37	use	use	NOUN
ajoaa-1760	30	38	,	,	PUNCT
ajoaa-1760	30	39	cost	cost	NOUN
ajoaa-1760	30	40	of	of	ADP
ajoaa-1760	30	41	improved	improved	ADJ
ajoaa-1760	30	42	seeds	seed	NOUN
ajoaa-1760	30	43	,	,	PUNCT
ajoaa-1760	30	44	and	and	CCONJ
ajoaa-1760	30	45	family	family	NOUN
ajoaa-1760	30	46	labour	labour	NOUN
ajoaa-1760	30	47	were	be	AUX
ajoaa-1760	30	48	reported	report	VERB
ajoaa-1760	30	49	as	as	ADP
ajoaa-1760	30	50	the	the	DET
ajoaa-1760	30	51	main	main	ADJ
ajoaa-1760	30	52	determinants	determinant	NOUN
ajoaa-1760	30	53	of	of	ADP
ajoaa-1760	30	54	technical	technical	ADJ
ajoaa-1760	30	55	efficiency	efficiency	NOUN
ajoaa-1760	30	56	.	.	PUNCT
ajoaa-1760	31	1	more	more	ADV
ajoaa-1760	31	2	recently	recently	ADV
ajoaa-1760	31	3	,	,	PUNCT
ajoaa-1760	31	4	ullah	ullah	PROPN
ajoaa-1760	31	5	et	et	PROPN
ajoaa-1760	31	6	al	al	PROPN
ajoaa-1760	31	7	.	.	PROPN
ajoaa-1760	31	8	,	,	PUNCT
ajoaa-1760	31	9	(	(	PUNCT
ajoaa-1760	31	10	2017	2017	NUM
ajoaa-1760	31	11	)	)	PUNCT
ajoaa-1760	31	12	assessed	assess	VERB
ajoaa-1760	31	13	the	the	DET
ajoaa-1760	31	14	technical	technical	ADJ
ajoaa-1760	31	15	efficiency	efficiency	NOUN
ajoaa-1760	31	16	of	of	ADP
ajoaa-1760	31	17	120	120	NUM
ajoaa-1760	31	18	broiler	broiler	NOUN
ajoaa-1760	31	19	farms	farm	NOUN
ajoaa-1760	31	20	and	and	CCONJ
ajoaa-1760	31	21	reported	report	VERB
ajoaa-1760	31	22	a	a	DET
ajoaa-1760	31	23	mean	mean	ADJ
ajoaa-1760	31	24	technical	technical	ADJ
ajoaa-1760	31	25	efficiency	efficiency	NOUN
ajoaa-1760	31	26	of	of	ADP
ajoaa-1760	31	27	0.85	0.85	NUM
ajoaa-1760	31	28	with	with	ADP
ajoaa-1760	31	29	minimum	minimum	ADJ
ajoaa-1760	31	30	and	and	CCONJ
ajoaa-1760	31	31	maximum	maximum	ADJ
ajoaa-1760	31	32	values	value	NOUN
ajoaa-1760	31	33	of	of	ADP
ajoaa-1760	31	34	0.61	0.61	NUM
ajoaa-1760	31	35	and	and	CCONJ
ajoaa-1760	31	36	0.99	0.99	NUM
ajoaa-1760	31	37	respectively	respectively	ADV
ajoaa-1760	31	38	.	.	PUNCT
ajoaa-1760	32	1	few	few	ADJ
ajoaa-1760	32	2	known	know	VERB
ajoaa-1760	32	3	studies	study	NOUN
ajoaa-1760	32	4	have	have	AUX
ajoaa-1760	32	5	examined	examine	VERB
ajoaa-1760	32	6	input	input	NOUN
ajoaa-1760	32	7	use	use	NOUN
ajoaa-1760	32	8	efficiency	efficiency	NOUN
ajoaa-1760	32	9	in	in	ADP
ajoaa-1760	32	10	irrigated	irrigated	ADJ
ajoaa-1760	32	11	vegetable	vegetable	NOUN
ajoaa-1760	32	12	production	production	NOUN
ajoaa-1760	32	13	.	.	PUNCT
ajoaa-1760	33	1	the	the	DET
ajoaa-1760	33	2	general	general	ADJ
ajoaa-1760	33	3	decline	decline	NOUN
ajoaa-1760	33	4	in	in	ADP
ajoaa-1760	33	5	agricultural	agricultural	ADJ
ajoaa-1760	33	6	productivity	productivity	NOUN
ajoaa-1760	33	7	growth	growth	NOUN
ajoaa-1760	33	8	in	in	ADP
ajoaa-1760	33	9	developing	develop	VERB
ajoaa-1760	33	10	countries	country	NOUN
ajoaa-1760	33	11	has	have	AUX
ajoaa-1760	33	12	been	be	AUX
ajoaa-1760	33	13	linked	link	VERB
ajoaa-1760	33	14	to	to	ADP
ajoaa-1760	33	15	both	both	CCONJ
ajoaa-1760	33	16	under	under	NOUN
ajoaa-1760	33	17	-	-	PUNCT
ajoaa-1760	33	18	utilisation	utilisation	NOUN
ajoaa-1760	33	19	and	and	CCONJ
ajoaa-1760	33	20	over	over	ADP
ajoaa-1760	33	21	-	-	PUNCT
ajoaa-1760	33	22	utilisation	utilisation	NOUN
ajoaa-1760	33	23	of	of	ADP
ajoaa-1760	33	24	resources	resource	NOUN
ajoaa-1760	33	25	in	in	ADP
ajoaa-1760	33	26	production	production	NOUN
ajoaa-1760	33	27	(	(	PUNCT
ajoaa-1760	33	28	khan	khan	PROPN
ajoaa-1760	33	29	et	et	PROPN
ajoaa-1760	33	30	al	al	PROPN
ajoaa-1760	33	31	.	.	PROPN
ajoaa-1760	33	32	,	,	PUNCT
ajoaa-1760	33	33	2014	2014	NUM
ajoaa-1760	33	34	)	)	PUNCT
ajoaa-1760	33	35	.	.	PUNCT
ajoaa-1760	34	1	fernandezcornejo	fernandezcornejo	PROPN
ajoaa-1760	34	2	(	(	PUNCT
ajoaa-1760	34	3	1994	1994	NUM
ajoaa-1760	34	4	)	)	PUNCT
ajoaa-1760	34	5	analysed	analyse	VERB
ajoaa-1760	34	6	input	input	NOUN
ajoaa-1760	34	7	use	use	NOUN
ajoaa-1760	34	8	efficiency	efficiency	NOUN
ajoaa-1760	34	9	in	in	ADP
ajoaa-1760	34	10	vegetable	vegetable	NOUN
ajoaa-1760	34	11	production	production	NOUN
ajoaa-1760	34	12	in	in	ADP
ajoaa-1760	34	13	florida	florida	PROPN
ajoaa-1760	34	14	using	use	VERB
ajoaa-1760	34	15	the	the	DET
ajoaa-1760	34	16	slackbased	slackbase	VERB
ajoaa-1760	34	17	model	model	NOUN
ajoaa-1760	34	18	.	.	PUNCT
ajoaa-1760	35	1	the	the	DET
ajoaa-1760	35	2	findings	finding	NOUN
ajoaa-1760	35	3	revealed	reveal	VERB
ajoaa-1760	35	4	the	the	DET
ajoaa-1760	35	5	over	over	NOUN
ajoaa-1760	35	6	-	-	PUNCT
ajoaa-1760	35	7	utilisation	utilisation	NOUN
ajoaa-1760	35	8	of	of	ADP
ajoaa-1760	35	9	pesticides	pesticide	NOUN
ajoaa-1760	35	10	by	by	ADP
ajoaa-1760	35	11	farmers	farmer	NOUN
ajoaa-1760	35	12	with	with	ADP
ajoaa-1760	35	13	an	an	DET
ajoaa-1760	35	14	effect	effect	NOUN
ajoaa-1760	35	15	on	on	ADP
ajoaa-1760	35	16	technical	technical	ADJ
ajoaa-1760	35	17	efficiency	efficiency	NOUN
ajoaa-1760	35	18	.	.	PUNCT
ajoaa-1760	36	1	this	this	PRON
ajoaa-1760	36	2	means	mean	VERB
ajoaa-1760	36	3	that	that	SCONJ
ajoaa-1760	36	4	inefficiency	inefficiency	NOUN
ajoaa-1760	36	5	exists	exist	VERB
ajoaa-1760	36	6	in	in	ADP
ajoaa-1760	36	7	pesticides	pesticide	NOUN
ajoaa-1760	36	8	use	use	NOUN
ajoaa-1760	36	9	among	among	ADP
ajoaa-1760	36	10	farmers	farmer	NOUN
ajoaa-1760	36	11	with	with	ADP
ajoaa-1760	36	12	likely	likely	ADJ
ajoaa-1760	36	13	impact	impact	NOUN
ajoaa-1760	36	14	on	on	ADP
ajoaa-1760	36	15	farm	farm	NOUN
ajoaa-1760	36	16	profitability	profitability	NOUN
ajoaa-1760	36	17	.	.	PUNCT
ajoaa-1760	37	1	singbo	singbo	PROPN
ajoaa-1760	37	2	(	(	PUNCT
ajoaa-1760	37	3	2012	2012	NUM
ajoaa-1760	37	4	)	)	PUNCT
ajoaa-1760	37	5	analysed	analyse	VERB
ajoaa-1760	37	6	the	the	DET
ajoaa-1760	37	7	efficiency	efficiency	NOUN
ajoaa-1760	37	8	of	of	ADP
ajoaa-1760	37	9	pesticides	pesticide	NOUN
ajoaa-1760	37	10	use	use	NOUN
ajoaa-1760	37	11	and	and	CCONJ
ajoaa-1760	37	12	other	other	ADJ
ajoaa-1760	37	13	inputs	input	NOUN
ajoaa-1760	37	14	using	use	VERB
ajoaa-1760	37	15	boot	boot	NOUN
ajoaa-1760	37	16	strapping	strap	VERB
ajoaa-1760	37	17	to	to	PART
ajoaa-1760	37	18	compare	compare	VERB
ajoaa-1760	37	19	various	various	ADJ
ajoaa-1760	37	20	irrigated	irrigate	VERB
ajoaa-1760	37	21	farming	farming	NOUN
ajoaa-1760	37	22	systems	system	NOUN
ajoaa-1760	37	23	in	in	ADP
ajoaa-1760	37	24	benin	benin	PROPN
ajoaa-1760	37	25	.	.	PUNCT
ajoaa-1760	38	1	the	the	DET
ajoaa-1760	38	2	study	study	NOUN
ajoaa-1760	38	3	found	find	VERB
ajoaa-1760	38	4	that	that	SCONJ
ajoaa-1760	38	5	vegetable	vegetable	ADJ
ajoaa-1760	38	6	farms	farm	NOUN
ajoaa-1760	38	7	within	within	ADP
ajoaa-1760	38	8	lowland	lowland	NOUN
ajoaa-1760	38	9	farming	farming	NOUN
ajoaa-1760	38	10	systems	system	NOUN
ajoaa-1760	38	11	were	be	AUX
ajoaa-1760	38	12	diverse	diverse	ADJ
ajoaa-1760	38	13	and	and	CCONJ
ajoaa-1760	38	14	inefficient	inefficient	ADJ
ajoaa-1760	38	15	.	.	PUNCT
ajoaa-1760	39	1	the	the	DET
ajoaa-1760	39	2	mean	mean	ADJ
ajoaa-1760	39	3	input	input	NOUN
ajoaa-1760	39	4	use	use	NOUN
ajoaa-1760	39	5	efficiency	efficiency	NOUN
ajoaa-1760	39	6	in	in	ADP
ajoaa-1760	39	7	the	the	DET
ajoaa-1760	39	8	integrated	integrate	VERB
ajoaa-1760	39	9	rice	rice	NOUN
ajoaa-1760	39	10	-	-	PUNCT
ajoaa-1760	39	11	vegetable	vegetable	NOUN
ajoaa-1760	39	12	farming	farming	NOUN
ajoaa-1760	39	13	system	system	NOUN
ajoaa-1760	39	14	was	be	AUX
ajoaa-1760	39	15	significantly	significantly	ADV
ajoaa-1760	39	16	higher	high	ADJ
ajoaa-1760	39	17	than	than	ADP
ajoaa-1760	39	18	of	of	ADP
ajoaa-1760	39	19	sole	sole	ADJ
ajoaa-1760	39	20	vegetable	vegetable	NOUN
ajoaa-1760	39	21	farming	farming	NOUN
ajoaa-1760	39	22	system	system	NOUN
ajoaa-1760	39	23	.	.	PUNCT
ajoaa-1760	40	1	while	while	SCONJ
ajoaa-1760	40	2	there	there	PRON
ajoaa-1760	40	3	was	be	VERB
ajoaa-1760	40	4	clear	clear	ADJ
ajoaa-1760	40	5	evidence	evidence	NOUN
ajoaa-1760	40	6	of	of	ADP
ajoaa-1760	40	7	pesticides	pesticide	NOUN
ajoaa-1760	40	8	overuse	overuse	NOUN
ajoaa-1760	40	9	,	,	PUNCT
ajoaa-1760	40	10	interdependence	interdependence	NOUN
ajoaa-1760	40	11	between	between	ADP
ajoaa-1760	40	12	pesticides	pesticide	NOUN
ajoaa-1760	40	13	and	and	CCONJ
ajoaa-1760	40	14	other	other	ADJ
ajoaa-1760	40	15	productive	productive	ADJ
ajoaa-1760	40	16	inputs	input	NOUN
ajoaa-1760	40	17	could	could	AUX
ajoaa-1760	40	18	not	not	PART
ajoaa-1760	40	19	be	be	AUX
ajoaa-1760	40	20	established	establish	VERB
ajoaa-1760	40	21	technically	technically	ADV
ajoaa-1760	40	22	.	.	PUNCT
ajoaa-1760	41	1	similarly	similarly	ADV
ajoaa-1760	41	2	,	,	PUNCT
ajoaa-1760	41	3	ursu	ursu	PROPN
ajoaa-1760	41	4	(	(	PUNCT
ajoaa-1760	41	5	2014	2014	NUM
ajoaa-1760	41	6	)	)	PUNCT
ajoaa-1760	41	7	found	find	VERB
ajoaa-1760	41	8	that	that	SCONJ
ajoaa-1760	41	9	reductions	reduction	NOUN
ajoaa-1760	41	10	in	in	ADP
ajoaa-1760	41	11	labour	labour	ADJ
ajoaa-1760	41	12	increase	increase	NOUN
ajoaa-1760	41	13	with	with	ADP
ajoaa-1760	41	14	the	the	DET
ajoaa-1760	41	15	economic	economic	ADJ
ajoaa-1760	41	16	size	size	NOUN
ajoaa-1760	41	17	of	of	ADP
ajoaa-1760	41	18	holding	holding	NOUN
ajoaa-1760	41	19	and	and	CCONJ
ajoaa-1760	41	20	decreases	decrease	NOUN
ajoaa-1760	41	21	as	as	ADP
ajoaa-1760	41	22	the	the	DET
ajoaa-1760	41	23	number	number	NOUN
ajoaa-1760	41	24	of	of	ADP
ajoaa-1760	41	25	man	man	NOUN
ajoaa-1760	41	26	-	-	PUNCT
ajoaa-1760	41	27	hours	hour	NOUN
ajoaa-1760	41	28	to	to	ADP
ajoaa-1760	41	29	incomes	income	NOUN
ajoaa-1760	41	30	increases	increase	NOUN
ajoaa-1760	41	31	.	.	PUNCT
ajoaa-1760	42	1	this	this	PRON
ajoaa-1760	42	2	shows	show	VERB
ajoaa-1760	42	3	that	that	SCONJ
ajoaa-1760	42	4	labour	labour	NOUN
ajoaa-1760	42	5	is	be	AUX
ajoaa-1760	42	6	a	a	DET
ajoaa-1760	42	7	critical	critical	ADJ
ajoaa-1760	42	8	factor	factor	NOUN
ajoaa-1760	42	9	in	in	ADP
ajoaa-1760	42	10	the	the	DET
ajoaa-1760	42	11	production	production	NOUN
ajoaa-1760	42	12	process	process	NOUN
ajoaa-1760	42	13	as	as	SCONJ
ajoaa-1760	42	14	it	it	PRON
ajoaa-1760	42	15	impacts	impact	VERB
ajoaa-1760	42	16	on	on	ADP
ajoaa-1760	42	17	profitability	profitability	NOUN
ajoaa-1760	42	18	level	level	NOUN
ajoaa-1760	42	19	of	of	ADP
ajoaa-1760	42	20	farm	farm	NOUN
ajoaa-1760	42	21	enterprises	enterprise	NOUN
ajoaa-1760	42	22	.	.	PUNCT
ajoaa-1760	43	1	dlamini	dlamini	PROPN
ajoaa-1760	43	2	and	and	CCONJ
ajoaa-1760	43	3	kongolo	kongolo	ADJ
ajoaa-1760	43	4	(	(	PUNCT
ajoaa-1760	43	5	2014	2014	NUM
ajoaa-1760	43	6	)	)	PUNCT
ajoaa-1760	43	7	analysed	analyse	VERB
ajoaa-1760	43	8	the	the	DET
ajoaa-1760	43	9	efficient	efficient	ADJ
ajoaa-1760	43	10	use	use	NOUN
ajoaa-1760	43	11	of	of	ADP
ajoaa-1760	43	12	resources	resource	NOUN
ajoaa-1760	43	13	in	in	ADP
ajoaa-1760	43	14	organic	organic	ADJ
ajoaa-1760	43	15	vegetable	vegetable	NOUN
ajoaa-1760	43	16	production	production	NOUN
ajoaa-1760	43	17	to	to	PART
ajoaa-1760	43	18	show	show	VERB
ajoaa-1760	43	19	that	that	SCONJ
ajoaa-1760	43	20	the	the	DET
ajoaa-1760	43	21	use	use	NOUN
ajoaa-1760	43	22	of	of	ADP
ajoaa-1760	43	23	inputs	input	NOUN
ajoaa-1760	43	24	has	have	AUX
ajoaa-1760	43	25	decreasing	decrease	VERB
ajoaa-1760	43	26	returns	return	NOUN
ajoaa-1760	43	27	to	to	PART
ajoaa-1760	43	28	scale	scale	VERB
ajoaa-1760	43	29	.	.	PUNCT
ajoaa-1760	44	1	the	the	DET
ajoaa-1760	44	2	study	study	NOUN
ajoaa-1760	44	3	revealed	reveal	VERB
ajoaa-1760	44	4	that	that	SCONJ
ajoaa-1760	44	5	land	land	NOUN
ajoaa-1760	44	6	,	,	PUNCT
ajoaa-1760	44	7	labour	labour	NOUN
ajoaa-1760	44	8	,	,	PUNCT
ajoaa-1760	44	9	organic	organic	ADJ
ajoaa-1760	44	10	manure	manure	NOUN
ajoaa-1760	44	11	,	,	PUNCT
ajoaa-1760	44	12	seeds	seed	NOUN
ajoaa-1760	44	13	,	,	PUNCT
ajoaa-1760	44	14	soil	soil	NOUN
ajoaa-1760	44	15	preparation	preparation	NOUN
ajoaa-1760	44	16	,	,	PUNCT
ajoaa-1760	44	17	age	age	NOUN
ajoaa-1760	44	18	,	,	PUNCT
ajoaa-1760	44	19	educational	educational	ADJ
ajoaa-1760	44	20	level	level	NOUN
ajoaa-1760	44	21	,	,	PUNCT
ajoaa-1760	44	22	and	and	CCONJ
ajoaa-1760	44	23	legal	legal	ADJ
ajoaa-1760	44	24	status	status	NOUN
ajoaa-1760	44	25	of	of	ADP
ajoaa-1760	44	26	the	the	DET
ajoaa-1760	44	27	farm	farm	NOUN
ajoaa-1760	44	28	are	be	AUX
ajoaa-1760	44	29	significant	significant	ADJ
ajoaa-1760	44	30	factors	factor	NOUN
ajoaa-1760	44	31	that	that	PRON
ajoaa-1760	44	32	affect	affect	VERB
ajoaa-1760	44	33	organic	organic	ADJ
ajoaa-1760	44	34	vegetable	vegetable	NOUN
ajoaa-1760	44	35	production	production	NOUN
ajoaa-1760	44	36	.	.	PUNCT
ajoaa-1760	45	1	sanusi	sanusi	PROPN
ajoaa-1760	45	2	et	et	PROPN
ajoaa-1760	45	3	al	al	PROPN
ajoaa-1760	45	4	.	.	PUNCT
ajoaa-1760	46	1	(	(	PUNCT
ajoaa-1760	46	2	2016	2016	NUM
ajoaa-1760	46	3	)	)	PUNCT
ajoaa-1760	46	4	reported	report	VERB
ajoaa-1760	46	5	that	that	SCONJ
ajoaa-1760	46	6	farmers	farmer	NOUN
ajoaa-1760	46	7	using	use	VERB
ajoaa-1760	46	8	stream	stream	NOUN
ajoaa-1760	46	9	water	water	NOUN
ajoaa-1760	46	10	has	have	VERB
ajoaa-1760	46	11	the	the	DET
ajoaa-1760	46	12	highest	high	ADJ
ajoaa-1760	46	13	effect	effect	NOUN
ajoaa-1760	46	14	(	(	PUNCT
ajoaa-1760	46	15	21	21	NUM
ajoaa-1760	46	16	%	%	NOUN
ajoaa-1760	46	17	)	)	PUNCT
ajoaa-1760	46	18	on	on	ADP
ajoaa-1760	46	19	technical	technical	ADJ
ajoaa-1760	46	20	efficiency	efficiency	NOUN
ajoaa-1760	46	21	in	in	ADP
ajoaa-1760	46	22	vegetable	vegetable	ADJ
ajoaa-1760	46	23	asian	asian	ADJ
ajoaa-1760	46	24	journal	journal	NOUN
ajoaa-1760	46	25	of	of	ADP
ajoaa-1760	46	26	agriculture	agriculture	NOUN
ajoaa-1760	46	27	and	and	CCONJ
ajoaa-1760	46	28	rural	rural	ADJ
ajoaa-1760	46	29	development	development	NOUN
ajoaa-1760	46	30	,	,	PUNCT
ajoaa-1760	46	31	8(2)2018	8(2)2018	NUM
ajoaa-1760	46	32	:	:	PUNCT
ajoaa-1760	46	33	92	92	NUM
ajoaa-1760	46	34	-	-	SYM
ajoaa-1760	46	35	103	103	NUM
ajoaa-1760	46	36	94	94	NUM
ajoaa-1760	46	37	production	production	NOUN
ajoaa-1760	46	38	than	than	ADP
ajoaa-1760	46	39	users	user	NOUN
ajoaa-1760	46	40	of	of	ADP
ajoaa-1760	46	41	other	other	ADJ
ajoaa-1760	46	42	sources	source	NOUN
ajoaa-1760	46	43	of	of	ADP
ajoaa-1760	46	44	water	water	NOUN
ajoaa-1760	46	45	(	(	PUNCT
ajoaa-1760	46	46	wells	well	NOUN
ajoaa-1760	46	47	,	,	PUNCT
ajoaa-1760	46	48	boreholes	borehole	NOUN
ajoaa-1760	46	49	)	)	PUNCT
ajoaa-1760	46	50	.	.	PUNCT
ajoaa-1760	47	1	seed	seed	NOUN
ajoaa-1760	47	2	and	and	CCONJ
ajoaa-1760	47	3	fertilizers	fertilizer	NOUN
ajoaa-1760	47	4	were	be	AUX
ajoaa-1760	47	5	found	find	VERB
ajoaa-1760	47	6	to	to	PART
ajoaa-1760	47	7	be	be	AUX
ajoaa-1760	47	8	important	important	ADJ
ajoaa-1760	47	9	inputs	input	NOUN
ajoaa-1760	47	10	in	in	ADP
ajoaa-1760	47	11	the	the	DET
ajoaa-1760	47	12	efficient	efficient	ADJ
ajoaa-1760	47	13	production	production	NOUN
ajoaa-1760	47	14	of	of	ADP
ajoaa-1760	47	15	vegetables	vegetable	NOUN
ajoaa-1760	47	16	.	.	PUNCT
ajoaa-1760	48	1	furthermore	furthermore	ADV
ajoaa-1760	48	2	,	,	PUNCT
ajoaa-1760	48	3	akamin	akamin	VERB
ajoaa-1760	48	4	et	et	PROPN
ajoaa-1760	48	5	al	al	PROPN
ajoaa-1760	48	6	.	.	PROPN
ajoaa-1760	49	1	(	(	PUNCT
ajoaa-1760	49	2	2017	2017	NUM
ajoaa-1760	49	3	)	)	PUNCT
ajoaa-1760	49	4	analysed	analyse	VERB
ajoaa-1760	49	5	the	the	DET
ajoaa-1760	49	6	technical	technical	ADJ
ajoaa-1760	49	7	efficiency	efficiency	NOUN
ajoaa-1760	49	8	of	of	ADP
ajoaa-1760	49	9	vegetable	vegetable	NOUN
ajoaa-1760	49	10	farming	farming	NOUN
ajoaa-1760	49	11	in	in	ADP
ajoaa-1760	49	12	eight	eight	NUM
ajoaa-1760	49	13	selected	select	VERB
ajoaa-1760	49	14	sites	site	NOUN
ajoaa-1760	49	15	in	in	ADP
ajoaa-1760	49	16	cameroon	cameroon	PROPN
ajoaa-1760	49	17	and	and	CCONJ
ajoaa-1760	49	18	found	find	VERB
ajoaa-1760	49	19	farmyard	farmyard	NOUN
ajoaa-1760	49	20	manure	manure	NOUN
ajoaa-1760	49	21	to	to	PART
ajoaa-1760	49	22	be	be	AUX
ajoaa-1760	49	23	the	the	DET
ajoaa-1760	49	24	most	most	ADV
ajoaa-1760	49	25	productive	productive	ADJ
ajoaa-1760	49	26	input	input	NOUN
ajoaa-1760	49	27	followed	follow	VERB
ajoaa-1760	49	28	by	by	ADP
ajoaa-1760	49	29	farm	farm	NOUN
ajoaa-1760	49	30	equipment	equipment	NOUN
ajoaa-1760	49	31	and	and	CCONJ
ajoaa-1760	49	32	labour	labour	NOUN
ajoaa-1760	49	33	.	.	PUNCT
ajoaa-1760	50	1	the	the	DET
ajoaa-1760	50	2	mean	mean	ADJ
ajoaa-1760	50	3	technical	technical	ADJ
ajoaa-1760	50	4	efficiency	efficiency	NOUN
ajoaa-1760	50	5	reported	report	VERB
ajoaa-1760	50	6	was	be	AUX
ajoaa-1760	50	7	67	67	NUM
ajoaa-1760	50	8	%	%	NOUN
ajoaa-1760	50	9	,	,	PUNCT
ajoaa-1760	50	10	revealing	reveal	VERB
ajoaa-1760	50	11	production	production	NOUN
ajoaa-1760	50	12	shortfalls	shortfall	NOUN
ajoaa-1760	50	13	.	.	PUNCT
ajoaa-1760	51	1	females	female	NOUN
ajoaa-1760	51	2	and	and	CCONJ
ajoaa-1760	51	3	more	more	ADV
ajoaa-1760	51	4	educated	educate	VERB
ajoaa-1760	51	5	farmers	farmer	NOUN
ajoaa-1760	51	6	were	be	AUX
ajoaa-1760	51	7	found	find	VERB
ajoaa-1760	51	8	to	to	PART
ajoaa-1760	51	9	be	be	AUX
ajoaa-1760	51	10	more	more	ADV
ajoaa-1760	51	11	technically	technically	ADV
ajoaa-1760	51	12	efficient	efficient	ADJ
ajoaa-1760	51	13	but	but	CCONJ
ajoaa-1760	51	14	the	the	DET
ajoaa-1760	51	15	efficiency	efficiency	NOUN
ajoaa-1760	51	16	level	level	NOUN
ajoaa-1760	51	17	of	of	ADP
ajoaa-1760	51	18	farmers	farmer	NOUN
ajoaa-1760	51	19	’	'	PUNCT
ajoaa-1760	51	20	decreases	decrease	NOUN
ajoaa-1760	51	21	as	as	SCONJ
ajoaa-1760	51	22	farm	farm	NOUN
ajoaa-1760	51	23	sizes	size	NOUN
ajoaa-1760	51	24	became	become	VERB
ajoaa-1760	51	25	larger	large	ADJ
ajoaa-1760	51	26	.	.	PUNCT
ajoaa-1760	52	1	urban	urban	ADJ
ajoaa-1760	52	2	agriculture	agriculture	NOUN
ajoaa-1760	52	3	is	be	AUX
ajoaa-1760	52	4	said	say	VERB
ajoaa-1760	52	5	to	to	PART
ajoaa-1760	52	6	contribute	contribute	VERB
ajoaa-1760	52	7	significantly	significantly	ADV
ajoaa-1760	52	8	to	to	ADP
ajoaa-1760	52	9	urban	urban	ADJ
ajoaa-1760	52	10	food	food	NOUN
ajoaa-1760	52	11	security	security	NOUN
ajoaa-1760	52	12	,	,	PUNCT
ajoaa-1760	52	13	poverty	poverty	NOUN
ajoaa-1760	52	14	alleviation	alleviation	NOUN
ajoaa-1760	52	15	,	,	PUNCT
ajoaa-1760	52	16	women	woman	NOUN
ajoaa-1760	52	17	empowerment	empowerment	NOUN
ajoaa-1760	52	18	,	,	PUNCT
ajoaa-1760	52	19	job	job	NOUN
ajoaa-1760	52	20	creation	creation	NOUN
ajoaa-1760	52	21	,	,	PUNCT
ajoaa-1760	52	22	and	and	CCONJ
ajoaa-1760	52	23	improved	improved	ADJ
ajoaa-1760	52	24	nutrition	nutrition	NOUN
ajoaa-1760	52	25	.	.	PUNCT
ajoaa-1760	53	1	understanding	understand	VERB
ajoaa-1760	53	2	the	the	DET
ajoaa-1760	53	3	level	level	NOUN
ajoaa-1760	53	4	of	of	ADP
ajoaa-1760	53	5	production	production	NOUN
ajoaa-1760	53	6	efficiency	efficiency	NOUN
ajoaa-1760	53	7	in	in	ADP
ajoaa-1760	53	8	vegetable	vegetable	NOUN
ajoaa-1760	53	9	production	production	NOUN
ajoaa-1760	53	10	is	be	AUX
ajoaa-1760	53	11	crucial	crucial	ADJ
ajoaa-1760	53	12	in	in	ADP
ajoaa-1760	53	13	influencing	influence	VERB
ajoaa-1760	53	14	resource	resource	NOUN
ajoaa-1760	53	15	allocation	allocation	NOUN
ajoaa-1760	53	16	decisions	decision	NOUN
ajoaa-1760	53	17	and	and	CCONJ
ajoaa-1760	53	18	in	in	ADP
ajoaa-1760	53	19	determining	determine	VERB
ajoaa-1760	53	20	the	the	DET
ajoaa-1760	53	21	returns	return	NOUN
ajoaa-1760	53	22	on	on	ADP
ajoaa-1760	53	23	investment	investment	NOUN
ajoaa-1760	53	24	.	.	PUNCT
ajoaa-1760	54	1	this	this	DET
ajoaa-1760	54	2	study	study	NOUN
ajoaa-1760	54	3	contributes	contribute	VERB
ajoaa-1760	54	4	to	to	ADP
ajoaa-1760	54	5	the	the	DET
ajoaa-1760	54	6	efficiency	efficiency	NOUN
ajoaa-1760	54	7	literature	literature	NOUN
ajoaa-1760	54	8	by	by	ADP
ajoaa-1760	54	9	examining	examine	VERB
ajoaa-1760	54	10	the	the	DET
ajoaa-1760	54	11	current	current	ADJ
ajoaa-1760	54	12	level	level	NOUN
ajoaa-1760	54	13	of	of	ADP
ajoaa-1760	54	14	production	production	NOUN
ajoaa-1760	54	15	efficiency	efficiency	NOUN
ajoaa-1760	54	16	of	of	ADP
ajoaa-1760	54	17	urban	urban	ADJ
ajoaa-1760	54	18	vegetable	vegetable	NOUN
ajoaa-1760	54	19	farmers	farmer	NOUN
ajoaa-1760	54	20	and	and	CCONJ
ajoaa-1760	54	21	their	their	PRON
ajoaa-1760	54	22	resource	resource	NOUN
ajoaa-1760	54	23	use	use	NOUN
ajoaa-1760	54	24	efficiency	efficiency	NOUN
ajoaa-1760	54	25	in	in	ADP
ajoaa-1760	54	26	the	the	DET
ajoaa-1760	54	27	kumasi	kumasi	NOUN
ajoaa-1760	54	28	metropolis	metropolis	NOUN
ajoaa-1760	54	29	of	of	ADP
ajoaa-1760	54	30	ghana	ghana	PROPN
ajoaa-1760	54	31	.	.	PUNCT
ajoaa-1760	55	1	the	the	DET
ajoaa-1760	55	2	findings	finding	NOUN
ajoaa-1760	55	3	have	have	VERB
ajoaa-1760	55	4	policy	policy	NOUN
ajoaa-1760	55	5	implications	implication	NOUN
ajoaa-1760	55	6	for	for	ADP
ajoaa-1760	55	7	the	the	DET
ajoaa-1760	55	8	numerous	numerous	ADJ
ajoaa-1760	55	9	urban	urban	ADJ
ajoaa-1760	55	10	cities	city	NOUN
ajoaa-1760	55	11	where	where	SCONJ
ajoaa-1760	55	12	urban	urban	ADJ
ajoaa-1760	55	13	agriculture	agriculture	NOUN
ajoaa-1760	55	14	(	(	PUNCT
ajoaa-1760	55	15	especially	especially	ADV
ajoaa-1760	55	16	vegetable	vegetable	ADJ
ajoaa-1760	55	17	production	production	NOUN
ajoaa-1760	55	18	)	)	PUNCT
ajoaa-1760	55	19	is	be	AUX
ajoaa-1760	55	20	seen	see	VERB
ajoaa-1760	55	21	as	as	ADP
ajoaa-1760	55	22	a	a	DET
ajoaa-1760	55	23	livelihood	livelihood	NOUN
ajoaa-1760	55	24	strategy	strategy	NOUN
ajoaa-1760	55	25	.	.	PUNCT
ajoaa-1760	56	1	the	the	DET
ajoaa-1760	56	2	study	study	NOUN
ajoaa-1760	56	3	tested	test	VERB
ajoaa-1760	56	4	two	two	NUM
ajoaa-1760	56	5	main	main	ADJ
ajoaa-1760	56	6	null	null	ADJ
ajoaa-1760	56	7	hypotheses	hypothesis	NOUN
ajoaa-1760	56	8	:	:	PUNCT
ajoaa-1760	56	9	(	(	PUNCT
ajoaa-1760	56	10	i	i	NOUN
ajoaa-1760	56	11	)	)	PUNCT
ajoaa-1760	56	12	all	all	DET
ajoaa-1760	56	13	the	the	DET
ajoaa-1760	56	14	vegetable	vegetable	NOUN
ajoaa-1760	56	15	production	production	NOUN
ajoaa-1760	56	16	units	unit	NOUN
ajoaa-1760	56	17	considered	consider	VERB
ajoaa-1760	56	18	are	be	AUX
ajoaa-1760	56	19	technically	technically	ADV
ajoaa-1760	56	20	efficient	efficient	ADJ
ajoaa-1760	56	21	and	and	CCONJ
ajoaa-1760	56	22	there	there	PRON
ajoaa-1760	56	23	is	be	VERB
ajoaa-1760	56	24	no	no	DET
ajoaa-1760	56	25	room	room	NOUN
ajoaa-1760	56	26	for	for	ADP
ajoaa-1760	56	27	efficiency	efficiency	NOUN
ajoaa-1760	56	28	growth	growth	NOUN
ajoaa-1760	56	29	;	;	PUNCT
ajoaa-1760	56	30	and	and	CCONJ
ajoaa-1760	56	31	(	(	PUNCT
ajoaa-1760	56	32	ii	ii	NOUN
ajoaa-1760	56	33	)	)	PUNCT
ajoaa-1760	56	34	there	there	PRON
ajoaa-1760	56	35	is	be	VERB
ajoaa-1760	56	36	no	no	DET
ajoaa-1760	56	37	significant	significant	ADJ
ajoaa-1760	56	38	relationship	relationship	NOUN
ajoaa-1760	56	39	between	between	ADP
ajoaa-1760	56	40	the	the	DET
ajoaa-1760	56	41	socio	socio	NOUN
ajoaa-1760	56	42	-	-	PUNCT
ajoaa-1760	56	43	economic	economic	ADJ
ajoaa-1760	56	44	characteristics	characteristic	NOUN
ajoaa-1760	56	45	of	of	ADP
ajoaa-1760	56	46	urban	urban	ADJ
ajoaa-1760	56	47	vegetable	vegetable	NOUN
ajoaa-1760	56	48	farmers	farmer	NOUN
ajoaa-1760	56	49	and	and	CCONJ
ajoaa-1760	56	50	their	their	PRON
ajoaa-1760	56	51	resource	resource	NOUN
ajoaa-1760	56	52	use	use	NOUN
ajoaa-1760	56	53	efficiency	efficiency	NOUN
ajoaa-1760	56	54	.	.	PUNCT
ajoaa-1760	57	1	2	2	X
ajoaa-1760	57	2	.	.	X
ajoaa-1760	57	3	methodology	methodology	NOUN
ajoaa-1760	57	4	2.1	2.1	NUM
ajoaa-1760	57	5	.	.	PUNCT
ajoaa-1760	58	1	study	study	NOUN
ajoaa-1760	58	2	area	area	NOUN
ajoaa-1760	58	3	and	and	CCONJ
ajoaa-1760	58	4	data	datum	NOUN
ajoaa-1760	58	5	the	the	DET
ajoaa-1760	58	6	study	study	NOUN
ajoaa-1760	58	7	was	be	AUX
ajoaa-1760	58	8	conducted	conduct	VERB
ajoaa-1760	58	9	in	in	ADP
ajoaa-1760	58	10	kumasi	kumasi	PROPN
ajoaa-1760	58	11	metropolis	metropolis	NOUN
ajoaa-1760	58	12	(	(	PUNCT
ajoaa-1760	58	13	the	the	DET
ajoaa-1760	58	14	second	second	ADV
ajoaa-1760	58	15	largest	large	ADJ
ajoaa-1760	58	16	and	and	CCONJ
ajoaa-1760	58	17	populous	populous	ADJ
ajoaa-1760	58	18	city	city	NOUN
ajoaa-1760	58	19	in	in	ADP
ajoaa-1760	58	20	ghana	ghana	PROPN
ajoaa-1760	58	21	after	after	ADP
ajoaa-1760	58	22	accra	accra	NOUN
ajoaa-1760	58	23	)	)	PUNCT
ajoaa-1760	58	24	in	in	ADP
ajoaa-1760	58	25	march	march	PROPN
ajoaa-1760	58	26	2015	2015	NUM
ajoaa-1760	58	27	.	.	PUNCT
ajoaa-1760	59	1	the	the	DET
ajoaa-1760	59	2	metropolis	metropolis	PROPN
ajoaa-1760	59	3	is	be	AUX
ajoaa-1760	59	4	one	one	NUM
ajoaa-1760	59	5	out	out	ADP
ajoaa-1760	59	6	of	of	ADP
ajoaa-1760	59	7	the	the	DET
ajoaa-1760	59	8	30	30	NUM
ajoaa-1760	59	9	districts	district	NOUN
ajoaa-1760	59	10	that	that	PRON
ajoaa-1760	59	11	constitute	constitute	VERB
ajoaa-1760	59	12	the	the	DET
ajoaa-1760	59	13	ashanti	ashanti	ADJ
ajoaa-1760	59	14	region	region	NOUN
ajoaa-1760	59	15	and	and	CCONJ
ajoaa-1760	59	16	was	be	AUX
ajoaa-1760	59	17	purposively	purposively	ADV
ajoaa-1760	59	18	selected	select	VERB
ajoaa-1760	59	19	based	base	VERB
ajoaa-1760	59	20	on	on	ADP
ajoaa-1760	59	21	its	its	PRON
ajoaa-1760	59	22	high	high	ADJ
ajoaa-1760	59	23	potential	potential	NOUN
ajoaa-1760	59	24	for	for	ADP
ajoaa-1760	59	25	vegetable	vegetable	NOUN
ajoaa-1760	59	26	crop	crop	NOUN
ajoaa-1760	59	27	production	production	NOUN
ajoaa-1760	59	28	and	and	CCONJ
ajoaa-1760	59	29	high	high	ADJ
ajoaa-1760	59	30	concentration	concentration	NOUN
ajoaa-1760	59	31	of	of	ADP
ajoaa-1760	59	32	urban	urban	ADJ
ajoaa-1760	59	33	vegetable	vegetable	NOUN
ajoaa-1760	59	34	farmers	farmer	NOUN
ajoaa-1760	59	35	.	.	PUNCT
ajoaa-1760	60	1	the	the	DET
ajoaa-1760	60	2	metropolis	metropolis	NOUN
ajoaa-1760	60	3	is	be	AUX
ajoaa-1760	60	4	located	locate	VERB
ajoaa-1760	60	5	in	in	ADP
ajoaa-1760	60	6	the	the	DET
ajoaa-1760	60	7	transition	transition	NOUN
ajoaa-1760	60	8	forest	forest	NOUN
ajoaa-1760	60	9	zone	zone	NOUN
ajoaa-1760	60	10	(	(	PUNCT
ajoaa-1760	60	11	latitude	latitude	NOUN
ajoaa-1760	60	12	6.35on	6.35on	NUM
ajoaa-1760	60	13	&	&	CCONJ
ajoaa-1760	60	14	6.40os	6.40os	NOUN
ajoaa-1760	60	15	and	and	CCONJ
ajoaa-1760	60	16	longitude	longitude	ADJ
ajoaa-1760	60	17	1.30ow	1.30ow	NUM
ajoaa-1760	60	18	&	&	CCONJ
ajoaa-1760	60	19	1.35oe	1.35oe	NUM
ajoaa-1760	60	20	)	)	PUNCT
ajoaa-1760	60	21	with	with	ADP
ajoaa-1760	60	22	an	an	DET
ajoaa-1760	60	23	elevation	elevation	NOUN
ajoaa-1760	60	24	of	of	ADP
ajoaa-1760	60	25	250	250	NUM
ajoaa-1760	60	26	-	-	SYM
ajoaa-1760	60	27	300	300	NUM
ajoaa-1760	60	28	metres	metre	NOUN
ajoaa-1760	60	29	above	above	ADP
ajoaa-1760	60	30	sea	sea	NOUN
ajoaa-1760	60	31	level	level	NOUN
ajoaa-1760	60	32	.	.	PUNCT
ajoaa-1760	61	1	with	with	ADP
ajoaa-1760	61	2	an	an	DET
ajoaa-1760	61	3	estimated	estimate	VERB
ajoaa-1760	61	4	population	population	NOUN
ajoaa-1760	61	5	of	of	ADP
ajoaa-1760	61	6	1,730,249	1,730,249	NUM
ajoaa-1760	61	7	(	(	PUNCT
ajoaa-1760	61	8	36.2	36.2	NUM
ajoaa-1760	61	9	%	%	NOUN
ajoaa-1760	61	10	of	of	ADP
ajoaa-1760	61	11	the	the	DET
ajoaa-1760	61	12	total	total	ADJ
ajoaa-1760	61	13	population	population	NOUN
ajoaa-1760	61	14	of	of	ADP
ajoaa-1760	61	15	the	the	DET
ajoaa-1760	61	16	ashanti	ashanti	PROPN
ajoaa-1760	61	17	region	region	PROPN
ajoaa-1760	61	18	)	)	PUNCT
ajoaa-1760	61	19	,	,	PUNCT
ajoaa-1760	61	20	only	only	ADV
ajoaa-1760	61	21	8.5	8.5	NUM
ajoaa-1760	61	22	%	%	NOUN
ajoaa-1760	61	23	of	of	ADP
ajoaa-1760	61	24	households	household	NOUN
ajoaa-1760	61	25	are	be	AUX
ajoaa-1760	61	26	directly	directly	ADV
ajoaa-1760	61	27	engaged	engage	VERB
ajoaa-1760	61	28	in	in	ADP
ajoaa-1760	61	29	agriculture	agriculture	NOUN
ajoaa-1760	61	30	(	(	PUNCT
ajoaa-1760	61	31	population	population	NOUN
ajoaa-1760	61	32	and	and	CCONJ
ajoaa-1760	61	33	housing	housing	NOUN
ajoaa-1760	61	34	census	census	NOUN
ajoaa-1760	61	35	,	,	PUNCT
ajoaa-1760	61	36	2010	2010	NUM
ajoaa-1760	61	37	)	)	PUNCT
ajoaa-1760	61	38	.	.	PUNCT
ajoaa-1760	62	1	increasing	increase	VERB
ajoaa-1760	62	2	urbanisation	urbanisation	NOUN
ajoaa-1760	62	3	,	,	PUNCT
ajoaa-1760	62	4	changing	change	VERB
ajoaa-1760	62	5	dietary	dietary	ADJ
ajoaa-1760	62	6	patterns	pattern	NOUN
ajoaa-1760	62	7	and	and	CCONJ
ajoaa-1760	62	8	immigration	immigration	NOUN
ajoaa-1760	62	9	has	have	AUX
ajoaa-1760	62	10	made	make	VERB
ajoaa-1760	62	11	urban	urban	ADJ
ajoaa-1760	62	12	vegetable	vegetable	NOUN
ajoaa-1760	62	13	farming	farm	VERB
ajoaa-1760	62	14	a	a	DET
ajoaa-1760	62	15	key	key	ADJ
ajoaa-1760	62	16	feature	feature	NOUN
ajoaa-1760	62	17	of	of	ADP
ajoaa-1760	62	18	the	the	DET
ajoaa-1760	62	19	municipality	municipality	NOUN
ajoaa-1760	62	20	.	.	PUNCT
ajoaa-1760	63	1	nine	nine	NUM
ajoaa-1760	63	2	vegetable	vegetable	NOUN
ajoaa-1760	63	3	production	production	NOUN
ajoaa-1760	63	4	sites	site	NOUN
ajoaa-1760	63	5	as	as	SCONJ
ajoaa-1760	63	6	identified	identify	VERB
ajoaa-1760	63	7	by	by	ADP
ajoaa-1760	63	8	the	the	DET
ajoaa-1760	63	9	international	international	ADJ
ajoaa-1760	63	10	water	water	PROPN
ajoaa-1760	63	11	management	management	PROPN
ajoaa-1760	63	12	institute	institute	PROPN
ajoaa-1760	63	13	(	(	PUNCT
ajoaa-1760	63	14	iwmi	iwmi	NOUN
ajoaa-1760	63	15	)	)	PUNCT
ajoaa-1760	63	16	survey	survey	NOUN
ajoaa-1760	63	17	(	(	PUNCT
ajoaa-1760	63	18	2005	2005	NUM
ajoaa-1760	63	19	)	)	PUNCT
ajoaa-1760	63	20	was	be	AUX
ajoaa-1760	63	21	used	use	VERB
ajoaa-1760	63	22	for	for	ADP
ajoaa-1760	63	23	the	the	DET
ajoaa-1760	63	24	study	study	NOUN
ajoaa-1760	63	25	(	(	PUNCT
ajoaa-1760	63	26	see	see	VERB
ajoaa-1760	63	27	figure	figure	NOUN
ajoaa-1760	63	28	1	1	NUM
ajoaa-1760	63	29	)	)	PUNCT
ajoaa-1760	63	30	.	.	PUNCT
ajoaa-1760	64	1	lists	list	NOUN
ajoaa-1760	64	2	of	of	ADP
ajoaa-1760	64	3	vegetable	vegetable	NOUN
ajoaa-1760	64	4	farmers	farmer	NOUN
ajoaa-1760	64	5	operating	operate	VERB
ajoaa-1760	64	6	in	in	ADP
ajoaa-1760	64	7	all	all	DET
ajoaa-1760	64	8	the	the	DET
ajoaa-1760	64	9	sites	site	NOUN
ajoaa-1760	64	10	were	be	AUX
ajoaa-1760	64	11	obtained	obtain	VERB
ajoaa-1760	64	12	from	from	ADP
ajoaa-1760	64	13	group	group	NOUN
ajoaa-1760	64	14	executives	executive	NOUN
ajoaa-1760	64	15	and	and	CCONJ
ajoaa-1760	64	16	a	a	DET
ajoaa-1760	64	17	simple	simple	ADJ
ajoaa-1760	64	18	random	random	ADJ
ajoaa-1760	64	19	sampling	sampling	NOUN
ajoaa-1760	64	20	done	do	VERB
ajoaa-1760	64	21	to	to	PART
ajoaa-1760	64	22	select	select	VERB
ajoaa-1760	64	23	15	15	NUM
ajoaa-1760	64	24	farmers	farmer	NOUN
ajoaa-1760	64	25	from	from	ADP
ajoaa-1760	64	26	each	each	DET
ajoaa-1760	64	27	production	production	NOUN
ajoaa-1760	64	28	site	site	NOUN
ajoaa-1760	64	29	to	to	PART
ajoaa-1760	64	30	constitute	constitute	VERB
ajoaa-1760	64	31	a	a	DET
ajoaa-1760	64	32	study	study	NOUN
ajoaa-1760	64	33	sample	sample	NOUN
ajoaa-1760	64	34	of	of	ADP
ajoaa-1760	64	35	135	135	NUM
ajoaa-1760	64	36	farmers	farmer	NOUN
ajoaa-1760	64	37	.	.	PUNCT
ajoaa-1760	65	1	the	the	DET
ajoaa-1760	65	2	data	data	NOUN
ajoaa-1760	65	3	collection	collection	NOUN
ajoaa-1760	65	4	was	be	AUX
ajoaa-1760	65	5	done	do	VERB
ajoaa-1760	65	6	using	use	VERB
ajoaa-1760	65	7	a	a	DET
ajoaa-1760	65	8	semi	semi	ADJ
ajoaa-1760	65	9	-	-	ADJ
ajoaa-1760	65	10	structured	structured	ADJ
ajoaa-1760	65	11	questionnaire	questionnaire	NOUN
ajoaa-1760	65	12	and	and	CCONJ
ajoaa-1760	65	13	this	this	PRON
ajoaa-1760	65	14	was	be	AUX
ajoaa-1760	65	15	complemented	complement	VERB
ajoaa-1760	65	16	with	with	ADP
ajoaa-1760	65	17	focus	focus	NOUN
ajoaa-1760	65	18	group	group	NOUN
ajoaa-1760	65	19	discussions	discussion	NOUN
ajoaa-1760	65	20	.	.	PUNCT
ajoaa-1760	66	1	the	the	DET
ajoaa-1760	66	2	data	datum	NOUN
ajoaa-1760	66	3	collected	collect	VERB
ajoaa-1760	66	4	covers	cover	VERB
ajoaa-1760	66	5	the	the	DET
ajoaa-1760	66	6	production	production	NOUN
ajoaa-1760	66	7	,	,	PUNCT
ajoaa-1760	66	8	marketing	marketing	NOUN
ajoaa-1760	66	9	,	,	PUNCT
ajoaa-1760	66	10	socio	socio	NOUN
ajoaa-1760	66	11	-	-	PUNCT
ajoaa-1760	66	12	economic	economic	ADJ
ajoaa-1760	66	13	and	and	CCONJ
ajoaa-1760	66	14	demographic	demographic	ADJ
ajoaa-1760	66	15	characteristics	characteristic	NOUN
ajoaa-1760	66	16	of	of	ADP
ajoaa-1760	66	17	farmers	farmer	NOUN
ajoaa-1760	66	18	.	.	PUNCT
ajoaa-1760	67	1	asian	asian	ADJ
ajoaa-1760	67	2	journal	journal	PROPN
ajoaa-1760	67	3	of	of	ADP
ajoaa-1760	67	4	agriculture	agriculture	NOUN
ajoaa-1760	67	5	and	and	CCONJ
ajoaa-1760	67	6	rural	rural	ADJ
ajoaa-1760	67	7	development	development	NOUN
ajoaa-1760	67	8	,	,	PUNCT
ajoaa-1760	67	9	8(2)2018	8(2)2018	NUM
ajoaa-1760	67	10	:	:	PUNCT
ajoaa-1760	67	11	92	92	NUM
ajoaa-1760	67	12	-	-	SYM
ajoaa-1760	67	13	103	103	NUM
ajoaa-1760	67	14	95	95	NUM
ajoaa-1760	67	15	figure	figure	NOUN
ajoaa-1760	67	16	1	1	NUM
ajoaa-1760	67	17	:	:	PUNCT
ajoaa-1760	67	18	map	map	NOUN
ajoaa-1760	67	19	of	of	ADP
ajoaa-1760	67	20	vegetable	vegetable	NOUN
ajoaa-1760	67	21	production	production	NOUN
ajoaa-1760	67	22	sites	site	NOUN
ajoaa-1760	67	23	in	in	ADP
ajoaa-1760	67	24	kumasi	kumasi	NOUN
ajoaa-1760	67	25	metropolis	metropolis	VERB
ajoaa-1760	67	26	2.2	2.2	NUM
ajoaa-1760	67	27	.	.	PUNCT
ajoaa-1760	68	1	analytical	analytical	ADJ
ajoaa-1760	68	2	framework	framework	NOUN
ajoaa-1760	68	3	and	and	CCONJ
ajoaa-1760	68	4	empirical	empirical	ADJ
ajoaa-1760	68	5	specification	specification	NOUN
ajoaa-1760	68	6	this	this	DET
ajoaa-1760	68	7	study	study	NOUN
ajoaa-1760	68	8	used	use	VERB
ajoaa-1760	68	9	the	the	DET
ajoaa-1760	68	10	cobb	cobb	PROPN
ajoaa-1760	68	11	-	-	PUNCT
ajoaa-1760	68	12	douglas	douglas	PROPN
ajoaa-1760	68	13	stochastic	stochastic	ADJ
ajoaa-1760	68	14	frontier	frontier	NOUN
ajoaa-1760	68	15	production	production	NOUN
ajoaa-1760	68	16	function	function	NOUN
ajoaa-1760	68	17	to	to	PART
ajoaa-1760	68	18	represent	represent	VERB
ajoaa-1760	68	19	the	the	DET
ajoaa-1760	68	20	production	production	NOUN
ajoaa-1760	68	21	technology	technology	NOUN
ajoaa-1760	68	22	of	of	ADP
ajoaa-1760	68	23	vegetable	vegetable	NOUN
ajoaa-1760	68	24	farmers	farmer	NOUN
ajoaa-1760	68	25	in	in	ADP
ajoaa-1760	68	26	the	the	DET
ajoaa-1760	68	27	metropolis	metropolis	NOUN
ajoaa-1760	68	28	.	.	PUNCT
ajoaa-1760	69	1	this	this	DET
ajoaa-1760	69	2	functional	functional	ADJ
ajoaa-1760	69	3	form	form	NOUN
ajoaa-1760	69	4	is	be	AUX
ajoaa-1760	69	5	still	still	ADV
ajoaa-1760	69	6	very	very	ADV
ajoaa-1760	69	7	relevant	relevant	ADJ
ajoaa-1760	69	8	due	due	ADP
ajoaa-1760	69	9	to	to	ADP
ajoaa-1760	69	10	the	the	DET
ajoaa-1760	69	11	logarithmic	logarithmic	ADJ
ajoaa-1760	69	12	nature	nature	NOUN
ajoaa-1760	69	13	which	which	PRON
ajoaa-1760	69	14	makes	make	VERB
ajoaa-1760	69	15	an	an	DET
ajoaa-1760	69	16	econometric	econometric	ADJ
ajoaa-1760	69	17	estimation	estimation	NOUN
ajoaa-1760	69	18	of	of	ADP
ajoaa-1760	69	19	the	the	DET
ajoaa-1760	69	20	parameters	parameter	NOUN
ajoaa-1760	69	21	easy	easy	ADJ
ajoaa-1760	69	22	(	(	PUNCT
ajoaa-1760	69	23	murthy	murthy	ADJ
ajoaa-1760	69	24	,	,	PUNCT
ajoaa-1760	69	25	2002	2002	NUM
ajoaa-1760	69	26	)	)	PUNCT
ajoaa-1760	69	27	and	and	CCONJ
ajoaa-1760	69	28	recent	recent	ADJ
ajoaa-1760	69	29	studies	study	NOUN
ajoaa-1760	69	30	on	on	ADP
ajoaa-1760	69	31	efficiency	efficiency	NOUN
ajoaa-1760	69	32	favoured	favour	VERB
ajoaa-1760	69	33	its	its	PRON
ajoaa-1760	69	34	use	use	NOUN
ajoaa-1760	69	35	(	(	PUNCT
ajoaa-1760	69	36	dlamini	dlamini	PROPN
ajoaa-1760	69	37	and	and	CCONJ
ajoaa-1760	69	38	kongolo	kongolo	PROPN
ajoaa-1760	69	39	,	,	PUNCT
ajoaa-1760	69	40	2014	2014	NUM
ajoaa-1760	69	41	;	;	PUNCT
ajoaa-1760	69	42	abdulai	abdulai	PROPN
ajoaa-1760	69	43	and	and	CCONJ
ajoaa-1760	69	44	tewari	tewari	PROPN
ajoaa-1760	69	45	,	,	PUNCT
ajoaa-1760	69	46	2016	2016	NUM
ajoaa-1760	69	47	;	;	PUNCT
ajoaa-1760	69	48	ullah	ullah	PROPN
ajoaa-1760	69	49	et	et	PROPN
ajoaa-1760	69	50	al	al	PROPN
ajoaa-1760	69	51	.	.	PROPN
ajoaa-1760	69	52	,	,	PUNCT
ajoaa-1760	69	53	2017	2017	NUM
ajoaa-1760	69	54	)	)	PUNCT
ajoaa-1760	69	55	.	.	PUNCT
ajoaa-1760	70	1	however	however	ADV
ajoaa-1760	70	2	,	,	PUNCT
ajoaa-1760	70	3	limitations	limitation	NOUN
ajoaa-1760	70	4	associated	associate	VERB
ajoaa-1760	70	5	with	with	ADP
ajoaa-1760	70	6	its	its	PRON
ajoaa-1760	70	7	use	use	NOUN
ajoaa-1760	70	8	such	such	ADJ
ajoaa-1760	70	9	as	as	ADP
ajoaa-1760	70	10	the	the	DET
ajoaa-1760	70	11	assumptions	assumption	NOUN
ajoaa-1760	70	12	of	of	ADP
ajoaa-1760	70	13	unitary	unitary	ADJ
ajoaa-1760	70	14	elasticity	elasticity	NOUN
ajoaa-1760	70	15	of	of	ADP
ajoaa-1760	70	16	substitution	substitution	NOUN
ajoaa-1760	70	17	and	and	CCONJ
ajoaa-1760	70	18	constant	constant	ADJ
ajoaa-1760	70	19	returns	return	NOUN
ajoaa-1760	70	20	to	to	PART
ajoaa-1760	70	21	scale	scale	VERB
ajoaa-1760	70	22	and	and	CCONJ
ajoaa-1760	70	23	input	input	NOUN
ajoaa-1760	70	24	elasticity	elasticity	NOUN
ajoaa-1760	70	25	remain	remain	VERB
ajoaa-1760	70	26	(	(	PUNCT
ajoaa-1760	70	27	yin	yin	NOUN
ajoaa-1760	70	28	,	,	PUNCT
ajoaa-1760	70	29	2000).the	2000).the	PRON
ajoaa-1760	70	30	translog	translog	NOUN
ajoaa-1760	70	31	functional	functional	ADJ
ajoaa-1760	70	32	form	form	NOUN
ajoaa-1760	70	33	which	which	PRON
ajoaa-1760	70	34	is	be	AUX
ajoaa-1760	70	35	widely	widely	ADV
ajoaa-1760	70	36	used	use	VERB
ajoaa-1760	70	37	as	as	ADP
ajoaa-1760	70	38	an	an	DET
ajoaa-1760	70	39	alternative	alternative	NOUN
ajoaa-1760	70	40	to	to	ADP
ajoaa-1760	70	41	the	the	DET
ajoaa-1760	70	42	cobb	cobb	PROPN
ajoaa-1760	70	43	-	-	PUNCT
ajoaa-1760	70	44	douglas	douglas	PROPN
ajoaa-1760	70	45	in	in	ADP
ajoaa-1760	70	46	the	the	DET
ajoaa-1760	70	47	literature	literature	NOUN
ajoaa-1760	70	48	is	be	AUX
ajoaa-1760	70	49	also	also	ADV
ajoaa-1760	70	50	without	without	ADP
ajoaa-1760	70	51	limitations	limitation	NOUN
ajoaa-1760	70	52	.	.	PUNCT
ajoaa-1760	71	1	it	it	PRON
ajoaa-1760	71	2	is	be	AUX
ajoaa-1760	71	3	susceptible	susceptible	ADJ
ajoaa-1760	71	4	to	to	ADP
ajoaa-1760	71	5	multicollinearity	multicollinearity	NOUN
ajoaa-1760	71	6	and	and	CCONJ
ajoaa-1760	71	7	degrees	degree	NOUN
ajoaa-1760	71	8	of	of	ADP
ajoaa-1760	71	9	freedom	freedom	NOUN
ajoaa-1760	71	10	problems	problem	NOUN
ajoaa-1760	71	11	and	and	CCONJ
ajoaa-1760	71	12	this	this	PRON
ajoaa-1760	71	13	renders	render	VERB
ajoaa-1760	71	14	estimated	estimate	VERB
ajoaa-1760	71	15	parameters	parameter	NOUN
ajoaa-1760	71	16	inaccurate	inaccurate	ADJ
ajoaa-1760	71	17	.	.	PUNCT
ajoaa-1760	72	1	kopp	kopp	PROPN
ajoaa-1760	72	2	and	and	CCONJ
ajoaa-1760	72	3	smith	smith	PROPN
ajoaa-1760	72	4	(	(	PUNCT
ajoaa-1760	72	5	1980	1980	NUM
ajoaa-1760	72	6	)	)	PUNCT
ajoaa-1760	72	7	reported	report	VERB
ajoaa-1760	72	8	that	that	SCONJ
ajoaa-1760	72	9	functional	functional	ADJ
ajoaa-1760	72	10	specification	specification	NOUN
ajoaa-1760	72	11	has	have	VERB
ajoaa-1760	72	12	only	only	ADV
ajoaa-1760	72	13	a	a	DET
ajoaa-1760	72	14	small	small	ADJ
ajoaa-1760	72	15	impact	impact	NOUN
ajoaa-1760	72	16	on	on	ADP
ajoaa-1760	72	17	measured	measured	ADJ
ajoaa-1760	72	18	efficiency	efficiency	NOUN
ajoaa-1760	72	19	.	.	PUNCT
ajoaa-1760	73	1	the	the	DET
ajoaa-1760	73	2	use	use	NOUN
ajoaa-1760	73	3	of	of	ADP
ajoaa-1760	73	4	a	a	DET
ajoaa-1760	73	5	cobb	cobb	PROPN
ajoaa-1760	73	6	-	-	PUNCT
ajoaa-1760	73	7	douglas	douglas	PROPN
ajoaa-1760	73	8	functional	functional	ADJ
ajoaa-1760	73	9	form	form	NOUN
ajoaa-1760	73	10	is	be	AUX
ajoaa-1760	73	11	said	say	VERB
ajoaa-1760	73	12	to	to	PART
ajoaa-1760	73	13	be	be	AUX
ajoaa-1760	73	14	justified	justify	VERB
ajoaa-1760	73	15	in	in	ADP
ajoaa-1760	73	16	industries	industry	NOUN
ajoaa-1760	73	17	characterised	characterise	VERB
ajoaa-1760	73	18	by	by	ADP
ajoaa-1760	73	19	imperfect	imperfect	ADJ
ajoaa-1760	73	20	producers	producer	NOUN
ajoaa-1760	73	21	(	(	PUNCT
ajoaa-1760	73	22	coelli	coelli	PROPN
ajoaa-1760	73	23	and	and	CCONJ
ajoaa-1760	73	24	perelman	perelman	PROPN
ajoaa-1760	73	25	,	,	PUNCT
ajoaa-1760	73	26	1999	1999	NUM
ajoaa-1760	73	27	)	)	PUNCT
ajoaa-1760	73	28	.	.	PUNCT
ajoaa-1760	74	1	considering	consider	VERB
ajoaa-1760	74	2	the	the	DET
ajoaa-1760	74	3	fact	fact	NOUN
ajoaa-1760	74	4	that	that	SCONJ
ajoaa-1760	74	5	the	the	DET
ajoaa-1760	74	6	vegetable	vegetable	NOUN
ajoaa-1760	74	7	production	production	NOUN
ajoaa-1760	74	8	industry	industry	NOUN
ajoaa-1760	74	9	in	in	ADP
ajoaa-1760	74	10	kumasi	kumasi	NOUN
ajoaa-1760	74	11	is	be	AUX
ajoaa-1760	74	12	not	not	PART
ajoaa-1760	74	13	perfectly	perfectly	ADV
ajoaa-1760	74	14	competitive	competitive	ADJ
ajoaa-1760	74	15	,	,	PUNCT
ajoaa-1760	74	16	we	we	PRON
ajoaa-1760	74	17	applied	apply	VERB
ajoaa-1760	74	18	the	the	DET
ajoaa-1760	74	19	cobb	cobb	PROPN
ajoaa-1760	74	20	-	-	PUNCT
ajoaa-1760	74	21	douglas	douglas	PROPN
ajoaa-1760	74	22	functional	functional	ADJ
ajoaa-1760	74	23	form	form	NOUN
ajoaa-1760	74	24	in	in	ADP
ajoaa-1760	74	25	the	the	DET
ajoaa-1760	74	26	current	current	ADJ
ajoaa-1760	74	27	study	study	NOUN
ajoaa-1760	74	28	.	.	PUNCT
ajoaa-1760	75	1	the	the	DET
ajoaa-1760	75	2	model	model	NOUN
ajoaa-1760	75	3	utilised	utilise	VERB
ajoaa-1760	75	4	in	in	ADP
ajoaa-1760	75	5	this	this	DET
ajoaa-1760	75	6	study	study	NOUN
ajoaa-1760	75	7	follows	follow	VERB
ajoaa-1760	75	8	the	the	DET
ajoaa-1760	75	9	stochastic	stochastic	ADJ
ajoaa-1760	75	10	frontier	frontier	NOUN
ajoaa-1760	75	11	analysis	analysis	NOUN
ajoaa-1760	75	12	(	(	PUNCT
ajoaa-1760	75	13	sfa	sfa	NOUN
ajoaa-1760	75	14	)	)	PUNCT
ajoaa-1760	75	15	approach	approach	NOUN
ajoaa-1760	75	16	proposed	propose	VERB
ajoaa-1760	75	17	independently	independently	ADV
ajoaa-1760	75	18	by	by	ADP
ajoaa-1760	75	19	aigner	aigner	PROPN
ajoaa-1760	75	20	et	et	PROPN
ajoaa-1760	75	21	al	al	PROPN
ajoaa-1760	75	22	.	.	PROPN
ajoaa-1760	76	1	(	(	PUNCT
ajoaa-1760	76	2	1977	1977	NUM
ajoaa-1760	76	3	)	)	PUNCT
ajoaa-1760	76	4	and	and	CCONJ
ajoaa-1760	76	5	meeusen	meeusen	PROPN
ajoaa-1760	76	6	and	and	CCONJ
ajoaa-1760	76	7	van	van	PROPN
ajoaa-1760	76	8	den	den	PROPN
ajoaa-1760	76	9	broeck	broeck	NOUN
ajoaa-1760	76	10	(	(	PUNCT
ajoaa-1760	76	11	1977	1977	NUM
ajoaa-1760	76	12	)	)	PUNCT
ajoaa-1760	76	13	which	which	PRON
ajoaa-1760	76	14	is	be	AUX
ajoaa-1760	76	15	defined	define	VERB
ajoaa-1760	76	16	as	as	ADP
ajoaa-1760	76	17	:	:	PUNCT
ajoaa-1760	76	18	𝐼𝑛𝑌𝑖	𝐼𝑛𝑌𝑖	PROPN
ajoaa-1760	76	19	=	=	SYM
ajoaa-1760	77	1	𝐼𝑛	𝐼𝑛	PROPN
ajoaa-1760	77	2	𝑓(𝑋𝑖	𝑓(𝑋𝑖	VERB
ajoaa-1760	77	3	,	,	PUNCT
ajoaa-1760	77	4	𝛽	𝛽	NOUN
ajoaa-1760	77	5	)	)	PUNCT
ajoaa-1760	78	1	+	+	CCONJ
ajoaa-1760	78	2	𝑣𝑖	𝑣𝑖	ADP
ajoaa-1760	78	3	−	−	NOUN
ajoaa-1760	78	4	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	78	5	;	;	PUNCT
ajoaa-1760	78	6	𝑖	𝑖	SYM
ajoaa-1760	78	7	=	=	SYM
ajoaa-1760	78	8	1	1	NUM
ajoaa-1760	78	9	,	,	PUNCT
ajoaa-1760	78	10	…	…	PUNCT
ajoaa-1760	78	11	.	.	PUNCT
ajoaa-1760	79	1	𝑁	𝑁	NOUN
ajoaa-1760	79	2	........................	........................	PUNCT
ajoaa-1760	79	3	(	(	PUNCT
ajoaa-1760	79	4	1	1	X
ajoaa-1760	79	5	)	)	PUNCT
ajoaa-1760	79	6	where	where	SCONJ
ajoaa-1760	79	7	𝑣𝑖	𝑣𝑖	ADV
ajoaa-1760	79	8	is	be	AUX
ajoaa-1760	79	9	the	the	DET
ajoaa-1760	79	10	systematic	systematic	ADJ
ajoaa-1760	79	11	noise	noise	NOUN
ajoaa-1760	79	12	assocated	assocate	VERB
ajoaa-1760	79	13	with	with	ADP
ajoaa-1760	79	14	the	the	DET
ajoaa-1760	79	15	random	random	ADJ
ajoaa-1760	79	16	factors	factor	NOUN
ajoaa-1760	79	17	,	,	PUNCT
ajoaa-1760	79	18	and	and	CCONJ
ajoaa-1760	79	19	𝑢𝑖	𝑢𝑖	PRON
ajoaa-1760	79	20	is	be	AUX
ajoaa-1760	79	21	the	the	DET
ajoaa-1760	79	22	one	one	NUM
ajoaa-1760	79	23	-	-	PUNCT
ajoaa-1760	79	24	sided	side	VERB
ajoaa-1760	79	25	error	error	NOUN
ajoaa-1760	79	26	term	term	NOUN
ajoaa-1760	79	27	that	that	PRON
ajoaa-1760	79	28	captures	capture	VERB
ajoaa-1760	79	29	technical	technical	ADJ
ajoaa-1760	79	30	inefficiency	inefficiency	NOUN
ajoaa-1760	79	31	relative	relative	ADJ
ajoaa-1760	79	32	to	to	ADP
ajoaa-1760	79	33	the	the	DET
ajoaa-1760	79	34	stochastic	stochastic	ADJ
ajoaa-1760	79	35	frontier	frontier	NOUN
ajoaa-1760	79	36	.	.	PUNCT
ajoaa-1760	80	1	the	the	DET
ajoaa-1760	80	2	random	random	ADJ
ajoaa-1760	80	3	errors	error	NOUN
ajoaa-1760	80	4	(	(	PUNCT
ajoaa-1760	80	5	𝑣𝑖	𝑣𝑖	NOUN
ajoaa-1760	80	6	and	and	CCONJ
ajoaa-1760	80	7	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	80	8	)	)	PUNCT
ajoaa-1760	80	9	are	be	AUX
ajoaa-1760	80	10	assumed	assume	VERB
ajoaa-1760	80	11	to	to	PART
ajoaa-1760	80	12	be	be	AUX
ajoaa-1760	80	13	independently	independently	ADV
ajoaa-1760	80	14	and	and	CCONJ
ajoaa-1760	80	15	identically	identically	ADV
ajoaa-1760	80	16	distributed	distribute	VERB
ajoaa-1760	80	17	(	(	PUNCT
ajoaa-1760	80	18	iid	iid	NOUN
ajoaa-1760	80	19	)	)	PUNCT
ajoaa-1760	80	20	over	over	ADP
ajoaa-1760	80	21	each	each	DET
ajoaa-1760	80	22	other	other	ADJ
ajoaa-1760	80	23	as	as	ADP
ajoaa-1760	80	24	random	random	ADJ
ajoaa-1760	80	25	variables	variable	NOUN
ajoaa-1760	80	26	.	.	PUNCT
ajoaa-1760	81	1	the	the	DET
ajoaa-1760	81	2	distributional	distributional	ADJ
ajoaa-1760	81	3	assumption	assumption	NOUN
ajoaa-1760	81	4	of	of	ADP
ajoaa-1760	81	5	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	81	6	followed	follow	VERB
ajoaa-1760	81	7	in	in	ADP
ajoaa-1760	81	8	this	this	DET
ajoaa-1760	81	9	study	study	NOUN
ajoaa-1760	81	10	is	be	AUX
ajoaa-1760	81	11	the	the	DET
ajoaa-1760	81	12	half	half	ADJ
ajoaa-1760	81	13	normal	normal	ADJ
ajoaa-1760	81	14	which	which	PRON
ajoaa-1760	81	15	provides	provide	VERB
ajoaa-1760	81	16	a	a	DET
ajoaa-1760	81	17	more	more	ADV
ajoaa-1760	81	18	useful	useful	ADJ
ajoaa-1760	81	19	formulation	formulation	NOUN
ajoaa-1760	81	20	(	(	PUNCT
ajoaa-1760	81	21	battese	battese	ADJ
ajoaa-1760	81	22	and	and	CCONJ
ajoaa-1760	81	23	coelli	coelli	PROPN
ajoaa-1760	81	24	,	,	PUNCT
ajoaa-1760	81	25	1988	1988	NUM
ajoaa-1760	81	26	)	)	PUNCT
ajoaa-1760	81	27	compared	compare	VERB
ajoaa-1760	81	28	to	to	ADP
ajoaa-1760	81	29	the	the	DET
ajoaa-1760	81	30	exponential	exponential	NOUN
ajoaa-1760	81	31	,	,	PUNCT
ajoaa-1760	81	32	truncated	truncate	VERB
ajoaa-1760	81	33	normal	normal	ADJ
ajoaa-1760	81	34	or	or	CCONJ
ajoaa-1760	81	35	the	the	DET
ajoaa-1760	81	36	gamma	gamma	NOUN
ajoaa-1760	81	37	density	density	NOUN
ajoaa-1760	81	38	distribution	distribution	NOUN
ajoaa-1760	81	39	.	.	PUNCT
ajoaa-1760	82	1	most	most	ADJ
ajoaa-1760	82	2	efficiency	efficiency	NOUN
ajoaa-1760	82	3	studies	study	NOUN
ajoaa-1760	82	4	have	have	AUX
ajoaa-1760	82	5	relied	rely	VERB
ajoaa-1760	82	6	on	on	ADP
ajoaa-1760	82	7	either	either	CCONJ
ajoaa-1760	82	8	the	the	DET
ajoaa-1760	82	9	half	half	ADJ
ajoaa-1760	82	10	-	-	PUNCT
ajoaa-1760	82	11	normal	normal	ADJ
ajoaa-1760	82	12	or	or	CCONJ
ajoaa-1760	82	13	exponential	exponential	ADJ
ajoaa-1760	82	14	specifications	specification	NOUN
ajoaa-1760	82	15	due	due	ADJ
ajoaa-1760	82	16	to	to	PART
ajoaa-1760	82	17	ease	ease	VERB
ajoaa-1760	82	18	in	in	ADP
ajoaa-1760	82	19	interpretation	interpretation	NOUN
ajoaa-1760	82	20	compared	compare	VERB
ajoaa-1760	82	21	to	to	ADP
ajoaa-1760	82	22	the	the	DET
ajoaa-1760	82	23	gamma	gamma	PROPN
ajoaa-1760	82	24	model	model	PROPN
ajoaa-1760	82	25	parameterisation	parameterisation	NOUN
ajoaa-1760	82	26	.	.	PUNCT
ajoaa-1760	83	1	there	there	PRON
ajoaa-1760	83	2	is	be	VERB
ajoaa-1760	83	3	no	no	DET
ajoaa-1760	83	4	established	establish	VERB
ajoaa-1760	83	5	rule	rule	NOUN
ajoaa-1760	83	6	or	or	CCONJ
ajoaa-1760	83	7	criterion	criterion	NOUN
ajoaa-1760	83	8	that	that	PRON
ajoaa-1760	83	9	inform	inform	VERB
ajoaa-1760	83	10	the	the	DET
ajoaa-1760	83	11	choice	choice	NOUN
ajoaa-1760	83	12	of	of	ADP
ajoaa-1760	83	13	these	these	DET
ajoaa-1760	83	14	specifications	specification	NOUN
ajoaa-1760	83	15	,	,	PUNCT
ajoaa-1760	83	16	hence	hence	ADV
ajoaa-1760	83	17	,	,	PUNCT
ajoaa-1760	83	18	the	the	DET
ajoaa-1760	83	19	decision	decision	NOUN
ajoaa-1760	83	20	rests	rest	VERB
ajoaa-1760	83	21	with	with	ADP
ajoaa-1760	83	22	the	the	DET
ajoaa-1760	83	23	researchers	researcher	NOUN
ajoaa-1760	83	24	concerned	concern	VERB
ajoaa-1760	83	25	.	.	PUNCT
ajoaa-1760	84	1	asian	asian	ADJ
ajoaa-1760	84	2	journal	journal	PROPN
ajoaa-1760	84	3	of	of	ADP
ajoaa-1760	84	4	agriculture	agriculture	NOUN
ajoaa-1760	84	5	and	and	CCONJ
ajoaa-1760	84	6	rural	rural	ADJ
ajoaa-1760	84	7	development	development	NOUN
ajoaa-1760	84	8	,	,	PUNCT
ajoaa-1760	84	9	8(2)2018	8(2)2018	NUM
ajoaa-1760	84	10	:	:	PUNCT
ajoaa-1760	84	11	92	92	NUM
ajoaa-1760	84	12	-	-	SYM
ajoaa-1760	84	13	103	103	NUM
ajoaa-1760	84	14	96	96	NUM
ajoaa-1760	84	15	the	the	DET
ajoaa-1760	84	16	technical	technical	ADJ
ajoaa-1760	84	17	efficiency	efficiency	NOUN
ajoaa-1760	84	18	(	(	PUNCT
ajoaa-1760	84	19	te	te	PROPN
ajoaa-1760	84	20	)	)	PUNCT
ajoaa-1760	84	21	of	of	ADP
ajoaa-1760	84	22	an	an	DET
ajoaa-1760	84	23	individual	individual	ADJ
ajoaa-1760	84	24	firm	firm	NOUN
ajoaa-1760	84	25	is	be	AUX
ajoaa-1760	84	26	defined	define	VERB
ajoaa-1760	84	27	as	as	ADP
ajoaa-1760	84	28	the	the	DET
ajoaa-1760	84	29	ratio	ratio	NOUN
ajoaa-1760	84	30	of	of	ADP
ajoaa-1760	84	31	the	the	DET
ajoaa-1760	84	32	observed	observe	VERB
ajoaa-1760	84	33	output	output	NOUN
ajoaa-1760	84	34	(	(	PUNCT
ajoaa-1760	84	35	y	y	NOUN
ajoaa-1760	84	36	)	)	PUNCT
ajoaa-1760	84	37	in	in	ADP
ajoaa-1760	84	38	relation	relation	NOUN
ajoaa-1760	84	39	to	to	ADP
ajoaa-1760	84	40	the	the	DET
ajoaa-1760	84	41	frontier	frontier	NOUN
ajoaa-1760	84	42	output	output	NOUN
ajoaa-1760	84	43	(	(	PUNCT
ajoaa-1760	84	44	y	y	NOUN
ajoaa-1760	84	45	*	*	NOUN
ajoaa-1760	84	46	)	)	PUNCT
ajoaa-1760	84	47	,	,	PUNCT
ajoaa-1760	84	48	based	base	VERB
ajoaa-1760	84	49	on	on	ADP
ajoaa-1760	84	50	the	the	DET
ajoaa-1760	84	51	level	level	NOUN
ajoaa-1760	84	52	of	of	ADP
ajoaa-1760	84	53	inputs	input	NOUN
ajoaa-1760	84	54	used	use	VERB
ajoaa-1760	84	55	by	by	ADP
ajoaa-1760	84	56	the	the	DET
ajoaa-1760	84	57	firm	firm	NOUN
ajoaa-1760	84	58	in	in	ADP
ajoaa-1760	84	59	production	production	NOUN
ajoaa-1760	84	60	.	.	PUNCT
ajoaa-1760	85	1	the	the	DET
ajoaa-1760	85	2	te	te	PROPN
ajoaa-1760	85	3	of	of	ADP
ajoaa-1760	85	4	an	an	DET
ajoaa-1760	85	5	individual	individual	ADJ
ajoaa-1760	85	6	firm	firm	NOUN
ajoaa-1760	85	7	is	be	AUX
ajoaa-1760	85	8	determined	determine	VERB
ajoaa-1760	85	9	empirically	empirically	ADV
ajoaa-1760	85	10	as	as	ADP
ajoaa-1760	85	11	:	:	PUNCT
ajoaa-1760	85	12	𝑇𝐸	𝑇𝐸	NOUN
ajoaa-1760	85	13	=	=	PUNCT
ajoaa-1760	85	14	ln	ln	PROPN
ajoaa-1760	85	15	𝑦𝑖/𝑙𝑛𝑦∗	𝑦𝑖/𝑙𝑛𝑦∗	PROPN
ajoaa-1760	85	16	=	=	PUNCT
ajoaa-1760	85	17	(	(	PUNCT
ajoaa-1760	85	18	𝑓	𝑓	PROPN
ajoaa-1760	85	19	(	(	PUNCT
ajoaa-1760	85	20	𝑥𝑖	𝑥𝑖	PROPN
ajoaa-1760	85	21	;	;	PUNCT
ajoaa-1760	85	22	𝛽)exp	𝛽)exp	NOUN
ajoaa-1760	85	23	(	(	PUNCT
ajoaa-1760	85	24	𝑣𝑖	𝑣𝑖	ADP
ajoaa-1760	85	25	−	−	PROPN
ajoaa-1760	85	26	𝑢𝑖)/𝑓(𝑥𝑖	𝑢𝑖)/𝑓(𝑥𝑖	VERB
ajoaa-1760	85	27	;	;	PUNCT
ajoaa-1760	85	28	𝛽	𝛽	NOUN
ajoaa-1760	85	29	)	)	PUNCT
ajoaa-1760	85	30	exp(𝑣𝑖	exp(𝑣𝑖	NOUN
ajoaa-1760	85	31	)	)	PUNCT
ajoaa-1760	85	32	=	=	SYM
ajoaa-1760	85	33	exp(−𝑢𝑖	exp(−𝑢𝑖	ADJ
ajoaa-1760	85	34	)	)	PUNCT
ajoaa-1760	85	35	.........	.........	PUNCT
ajoaa-1760	86	1	(	(	PUNCT
ajoaa-1760	86	2	2	2	X
ajoaa-1760	86	3	)	)	PUNCT
ajoaa-1760	86	4	such	such	ADJ
ajoaa-1760	86	5	that	that	PRON
ajoaa-1760	86	6	,	,	PUNCT
ajoaa-1760	86	7	0	0	NUM
ajoaa-1760	86	8			NOUN
ajoaa-1760	86	9	te	te	ADP
ajoaa-1760	86	10			NUM
ajoaa-1760	86	11	1	1	NUM
ajoaa-1760	86	12	.	.	PUNCT
ajoaa-1760	87	1	the	the	DET
ajoaa-1760	87	2	technical	technical	ADJ
ajoaa-1760	87	3	inefficiency	inefficiency	NOUN
ajoaa-1760	87	4	effect	effect	NOUN
ajoaa-1760	87	5	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	87	6	is	be	AUX
ajoaa-1760	87	7	unobservable	unobservable	ADJ
ajoaa-1760	87	8	and	and	CCONJ
ajoaa-1760	87	9	hence	hence	ADV
ajoaa-1760	87	10	the	the	DET
ajoaa-1760	87	11	best	good	ADJ
ajoaa-1760	87	12	predictor	predictor	NOUN
ajoaa-1760	87	13	is	be	AUX
ajoaa-1760	87	14	the	the	DET
ajoaa-1760	87	15	conditional	conditional	ADJ
ajoaa-1760	87	16	expectation	expectation	NOUN
ajoaa-1760	87	17	as	as	SCONJ
ajoaa-1760	87	18	proposed	propose	VERB
ajoaa-1760	87	19	by	by	ADP
ajoaa-1760	87	20	jondrow	jondrow	NOUN
ajoaa-1760	87	21	et	et	PROPN
ajoaa-1760	87	22	al	al	PROPN
ajoaa-1760	87	23	.	.	PROPN
ajoaa-1760	88	1	(	(	PUNCT
ajoaa-1760	88	2	1982	1982	NUM
ajoaa-1760	88	3	)	)	PUNCT
ajoaa-1760	88	4	as	as	SCONJ
ajoaa-1760	88	5	follows	follow	VERB
ajoaa-1760	88	6	:	:	PUNCT
ajoaa-1760	88	7	𝐸	𝐸	PROPN
ajoaa-1760	88	8	[	[	PUNCT
ajoaa-1760	88	9	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	88	10	𝜀𝑖	𝜀𝑖	NOUN
ajoaa-1760	88	11	]	]	PUNCT
ajoaa-1760	88	12	=	=	PUNCT
ajoaa-1760	89	1	𝜎	𝜎	NOUN
ajoaa-1760	90	1	[	[	X
ajoaa-1760	90	2	∅(𝑧)−𝑍	∅(𝑧)−𝑍	X
ajoaa-1760	90	3	]	]	X
ajoaa-1760	90	4	1	1	NUM
ajoaa-1760	90	5	+	+	CCONJ
ajoaa-1760	90	6			X
ajoaa-1760	90	7	2	2	NUM
ajoaa-1760	90	8	1	1	NUM
ajoaa-1760	90	9	−	−	NOUN
ajoaa-1760	90	10	∅(𝑧	∅(𝑧	PROPN
ajoaa-1760	90	11	)	)	PUNCT
ajoaa-1760	90	12	..............................	..............................	PUNCT
ajoaa-1760	91	1	(	(	PUNCT
ajoaa-1760	91	2	3	3	X
ajoaa-1760	91	3	)	)	PUNCT
ajoaa-1760	91	4	where	where	SCONJ
ajoaa-1760	91	5	𝑧	𝑧	PRON
ajoaa-1760	91	6	=	=	PUNCT
ajoaa-1760	91	7	𝜀𝑖	𝜀𝑖	ADP
ajoaa-1760	91	8	𝜎	𝜎	PROPN
ajoaa-1760	91	9			X
ajoaa-1760	91	10	,	,	PUNCT
ajoaa-1760	91	11	and	and	CCONJ
ajoaa-1760	91	12			NOUN
ajoaa-1760	91	13	is	be	AUX
ajoaa-1760	91	14	read	read	VERB
ajoaa-1760	91	15	from	from	ADP
ajoaa-1760	91	16	the	the	DET
ajoaa-1760	91	17	normal	normal	ADJ
ajoaa-1760	91	18	distribution	distribution	NOUN
ajoaa-1760	91	19	table	table	NOUN
ajoaa-1760	91	20	.	.	PUNCT
ajoaa-1760	92	1	the	the	DET
ajoaa-1760	92	2	operational	operational	ADJ
ajoaa-1760	92	3	predictor	predictor	NOUN
ajoaa-1760	92	4	of	of	ADP
ajoaa-1760	92	5	𝑢𝑖	𝑢𝑖	PRON
ajoaa-1760	92	6	involves	involve	VERB
ajoaa-1760	92	7	replacing	replace	VERB
ajoaa-1760	92	8	the	the	DET
ajoaa-1760	92	9	unknown	unknown	ADJ
ajoaa-1760	92	10	parameters	parameter	NOUN
ajoaa-1760	92	11	with	with	ADP
ajoaa-1760	92	12	the	the	DET
ajoaa-1760	92	13	maximum	maximum	ADJ
ajoaa-1760	92	14	likelihood	likelihood	NOUN
ajoaa-1760	92	15	estimates	estimate	NOUN
ajoaa-1760	92	16	.	.	PUNCT
ajoaa-1760	93	1	jondrow	jondrow	VERB
ajoaa-1760	93	2	et	et	PROPN
ajoaa-1760	93	3	al	al	PROPN
ajoaa-1760	93	4	.	.	PROPN
ajoaa-1760	94	1	(	(	PUNCT
ajoaa-1760	94	2	1982	1982	NUM
ajoaa-1760	94	3	)	)	PUNCT
ajoaa-1760	94	4	suggested	suggest	VERB
ajoaa-1760	94	5	that	that	SCONJ
ajoaa-1760	94	6	the	the	DET
ajoaa-1760	94	7	technical	technical	ADJ
ajoaa-1760	94	8	efficiency	efficiency	NOUN
ajoaa-1760	94	9	of	of	ADP
ajoaa-1760	94	10	the	the	DET
ajoaa-1760	94	11	𝑖𝑡ℎfirm	𝑖𝑡ℎfirm	NOUN
ajoaa-1760	94	12	should	should	AUX
ajoaa-1760	94	13	be	be	AUX
ajoaa-1760	94	14	predicted	predict	VERB
ajoaa-1760	94	15	using	use	VERB
ajoaa-1760	94	16	e	e	PROPN
ajoaa-1760	94	17	[	[	X
ajoaa-1760	94	18	𝑢𝑖/휀𝑖	𝑢𝑖/휀𝑖	NUM
ajoaa-1760	94	19	]	]	PUNCT
ajoaa-1760	94	20	.	.	PUNCT
ajoaa-1760	95	1	the	the	DET
ajoaa-1760	95	2	rationale	rationale	NOUN
ajoaa-1760	95	3	for	for	ADP
ajoaa-1760	95	4	this	this	DET
ajoaa-1760	95	5	prediction	prediction	NOUN
ajoaa-1760	95	6	is	be	AUX
ajoaa-1760	95	7	that	that	SCONJ
ajoaa-1760	95	8	1	1	X
ajoaa-1760	95	9	–	–	PUNCT
ajoaa-1760	95	10	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	95	11	is	be	AUX
ajoaa-1760	95	12	a	a	DET
ajoaa-1760	95	13	first	first	ADJ
ajoaa-1760	95	14	order	order	NOUN
ajoaa-1760	95	15	approximation	approximation	NOUN
ajoaa-1760	95	16	to	to	ADP
ajoaa-1760	95	17	the	the	DET
ajoaa-1760	95	18	equation	equation	NOUN
ajoaa-1760	95	19	:	:	PUNCT
ajoaa-1760	95	20	𝐸𝑥𝑝	𝐸𝑥𝑝	PROPN
ajoaa-1760	95	21	(	(	PUNCT
ajoaa-1760	95	22	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	95	23	)	)	PUNCT
ajoaa-1760	95	24	=	=	SYM
ajoaa-1760	95	25	1	1	NUM
ajoaa-1760	95	26	−	−	NOUN
ajoaa-1760	95	27	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	95	28	+	+	NUM
ajoaa-1760	95	29	𝑢𝑖	𝑢𝑖	PRON
ajoaa-1760	95	30	2	2	NUM
ajoaa-1760	95	31	2	2	NUM
ajoaa-1760	95	32	−	−	NOUN
ajoaa-1760	95	33	𝑢𝑖	𝑢𝑖	DET
ajoaa-1760	95	34	3/6	3/6	NUM
ajoaa-1760	95	35	+	+	CCONJ
ajoaa-1760	95	36	⋯	⋯	VERB
ajoaa-1760	95	37	..............................	..............................	PUNCT
ajoaa-1760	95	38	(	(	PUNCT
ajoaa-1760	95	39	4	4	X
ajoaa-1760	95	40	)	)	PUNCT
ajoaa-1760	95	41	if	if	SCONJ
ajoaa-1760	95	42	u	u	NOUN
ajoaa-1760	95	43	=	=	NOUN
ajoaa-1760	95	44	0	0	NUM
ajoaa-1760	95	45	,	,	PUNCT
ajoaa-1760	95	46	it	it	PRON
ajoaa-1760	95	47	means	mean	VERB
ajoaa-1760	95	48	that	that	SCONJ
ajoaa-1760	95	49	vegetable	vegetable	NOUN
ajoaa-1760	95	50	production	production	NOUN
ajoaa-1760	95	51	lies	lie	VERB
ajoaa-1760	95	52	on	on	ADP
ajoaa-1760	95	53	the	the	DET
ajoaa-1760	95	54	stochastic	stochastic	ADJ
ajoaa-1760	95	55	frontier	frontier	NOUN
ajoaa-1760	95	56	and	and	CCONJ
ajoaa-1760	95	57	the	the	DET
ajoaa-1760	95	58	production	production	NOUN
ajoaa-1760	95	59	unit	unit	NOUN
ajoaa-1760	95	60	is	be	AUX
ajoaa-1760	95	61	technically	technically	ADV
ajoaa-1760	95	62	efficient	efficient	ADJ
ajoaa-1760	95	63	.	.	PUNCT
ajoaa-1760	96	1	if	if	SCONJ
ajoaa-1760	96	2	u	u	PROPN
ajoaa-1760	96	3	>	>	X
ajoaa-1760	96	4	0	0	NUM
ajoaa-1760	96	5	,	,	PUNCT
ajoaa-1760	96	6	it	it	PRON
ajoaa-1760	96	7	implies	imply	VERB
ajoaa-1760	96	8	vegetable	vegetable	NOUN
ajoaa-1760	96	9	production	production	NOUN
ajoaa-1760	96	10	lies	lie	VERB
ajoaa-1760	96	11	below	below	ADP
ajoaa-1760	96	12	the	the	DET
ajoaa-1760	96	13	frontier	frontier	NOUN
ajoaa-1760	96	14	and	and	CCONJ
ajoaa-1760	96	15	is	be	AUX
ajoaa-1760	96	16	inefficient	inefficient	ADJ
ajoaa-1760	96	17	.	.	PUNCT
ajoaa-1760	97	1	inefficiency	inefficiency	NOUN
ajoaa-1760	97	2	in	in	ADP
ajoaa-1760	97	3	production	production	NOUN
ajoaa-1760	97	4	could	could	AUX
ajoaa-1760	97	5	result	result	VERB
ajoaa-1760	97	6	from	from	ADP
ajoaa-1760	97	7	the	the	DET
ajoaa-1760	97	8	quality	quality	NOUN
ajoaa-1760	97	9	and	and	CCONJ
ajoaa-1760	97	10	availability	availability	NOUN
ajoaa-1760	97	11	of	of	ADP
ajoaa-1760	97	12	inputs	input	NOUN
ajoaa-1760	97	13	(	(	PUNCT
ajoaa-1760	97	14	labour	labour	NOUN
ajoaa-1760	97	15	,	,	PUNCT
ajoaa-1760	97	16	land	land	NOUN
ajoaa-1760	97	17	,	,	PUNCT
ajoaa-1760	97	18	capital	capital	NOUN
ajoaa-1760	97	19	,	,	PUNCT
ajoaa-1760	97	20	and	and	CCONJ
ajoaa-1760	97	21	materials	material	NOUN
ajoaa-1760	97	22	)	)	PUNCT
ajoaa-1760	97	23	used	use	VERB
ajoaa-1760	97	24	in	in	ADP
ajoaa-1760	97	25	production	production	NOUN
ajoaa-1760	97	26	.	.	PUNCT
ajoaa-1760	98	1	the	the	DET
ajoaa-1760	98	2	one	one	NUM
ajoaa-1760	98	3	-	-	PUNCT
ajoaa-1760	98	4	step	step	NOUN
ajoaa-1760	98	5	approach	approach	NOUN
ajoaa-1760	98	6	to	to	ADP
ajoaa-1760	98	7	maximum	maximum	ADJ
ajoaa-1760	98	8	likelihood	likelihood	NOUN
ajoaa-1760	98	9	estimation	estimation	NOUN
ajoaa-1760	98	10	was	be	AUX
ajoaa-1760	98	11	employed	employ	VERB
ajoaa-1760	98	12	in	in	ADP
ajoaa-1760	98	13	estimating	estimate	VERB
ajoaa-1760	98	14	the	the	DET
ajoaa-1760	98	15	technical	technical	ADJ
ajoaa-1760	98	16	efficiency	efficiency	NOUN
ajoaa-1760	98	17	scores	score	NOUN
ajoaa-1760	98	18	as	as	SCONJ
ajoaa-1760	98	19	implemented	implement	VERB
ajoaa-1760	98	20	by	by	ADP
ajoaa-1760	98	21	previous	previous	ADJ
ajoaa-1760	98	22	studies	study	NOUN
ajoaa-1760	98	23	(	(	PUNCT
ajoaa-1760	98	24	battese	battese	ADJ
ajoaa-1760	98	25	and	and	CCONJ
ajoaa-1760	98	26	coelli	coelli	PROPN
ajoaa-1760	98	27	,	,	PUNCT
ajoaa-1760	98	28	1993	1993	NUM
ajoaa-1760	98	29	;	;	PUNCT
ajoaa-1760	98	30	abdulai	abdulai	PROPN
ajoaa-1760	98	31	and	and	CCONJ
ajoaa-1760	98	32	tewari	tewari	PROPN
ajoaa-1760	98	33	,	,	PUNCT
ajoaa-1760	98	34	2016	2016	NUM
ajoaa-1760	98	35	)	)	PUNCT
ajoaa-1760	98	36	.	.	PUNCT
ajoaa-1760	99	1	the	the	DET
ajoaa-1760	99	2	empirical	empirical	ADJ
ajoaa-1760	99	3	model	model	NOUN
ajoaa-1760	99	4	used	use	VERB
ajoaa-1760	99	5	is	be	AUX
ajoaa-1760	99	6	specified	specify	VERB
ajoaa-1760	99	7	as	as	ADP
ajoaa-1760	99	8	:	:	PUNCT
ajoaa-1760	99	9	𝐼𝑛	𝐼𝑛	PROPN
ajoaa-1760	99	10	𝑌	𝑌	PROPN
ajoaa-1760	99	11	=	=	PUNCT
ajoaa-1760	99	12	𝛽0	𝛽0	NOUN
ajoaa-1760	99	13	+	+	CCONJ
ajoaa-1760	100	1	𝛽1𝐼𝑛𝐿𝐴𝐷	𝛽1𝐼𝑛𝐿𝐴𝐷	ADJ
ajoaa-1760	100	2	+	+	CCONJ
ajoaa-1760	100	3	𝛽2𝐼𝑛𝐿𝐴𝐵	𝛽2𝐼𝑛𝐿𝐴𝐵	PROPN
ajoaa-1760	100	4	+	+	CCONJ
ajoaa-1760	100	5	𝛽3𝐼𝑛𝐶𝐴𝑃	𝛽3𝐼𝑛𝐶𝐴𝑃	PROPN
ajoaa-1760	100	6	+	+	CCONJ
ajoaa-1760	100	7	𝛽4𝐼𝑛𝑀𝐴𝑇	𝛽4𝐼𝑛𝑀𝐴𝑇	PROPN
ajoaa-1760	100	8	+	+	CCONJ
ajoaa-1760	100	9	𝛽5𝐼𝑛𝑃𝐸𝑇	𝛽5𝐼𝑛𝑃𝐸𝑇	PROPN
ajoaa-1760	100	10	+	+	CCONJ
ajoaa-1760	100	11	𝛽6𝐼𝑛𝑀𝐴𝐹	𝛽6𝐼𝑛𝑀𝐴𝐹	PROPN
ajoaa-1760	100	12	+	+	ADP
ajoaa-1760	100	13	휀𝑖	휀𝑖	PROPN
ajoaa-1760	100	14	....	....	PUNCT
ajoaa-1760	101	1	(	(	PUNCT
ajoaa-1760	101	2	5	5	NUM
ajoaa-1760	101	3	)	)	PUNCT
ajoaa-1760	101	4	where	where	SCONJ
ajoaa-1760	101	5	,	,	PUNCT
ajoaa-1760	101	6	y	y	PROPN
ajoaa-1760	101	7	=	=	PUNCT
ajoaa-1760	101	8	output	output	NOUN
ajoaa-1760	101	9	in	in	ADP
ajoaa-1760	101	10	kilograms	kilogram	NOUN
ajoaa-1760	101	11	lad	lad	PROPN
ajoaa-1760	101	12	(	(	PUNCT
ajoaa-1760	101	13	land	land	NOUN
ajoaa-1760	101	14	)	)	PUNCT
ajoaa-1760	102	1	=	=	SYM
ajoaa-1760	102	2	area	area	NOUN
ajoaa-1760	102	3	put	put	VERB
ajoaa-1760	102	4	under	under	ADP
ajoaa-1760	102	5	cultivation	cultivation	NOUN
ajoaa-1760	102	6	(	(	PUNCT
ajoaa-1760	102	7	ha	ha	INTJ
ajoaa-1760	102	8	)	)	PUNCT
ajoaa-1760	102	9	lab	lab	NOUN
ajoaa-1760	102	10	(	(	PUNCT
ajoaa-1760	102	11	labour	labour	NOUN
ajoaa-1760	102	12	)	)	PUNCT
ajoaa-1760	102	13	=	=	NOUN
ajoaa-1760	102	14	number	number	NOUN
ajoaa-1760	102	15	of	of	ADP
ajoaa-1760	102	16	man	man	NOUN
ajoaa-1760	102	17	-	-	PUNCT
ajoaa-1760	102	18	days	day	NOUN
ajoaa-1760	102	19	spent	spend	VERB
ajoaa-1760	102	20	on	on	ADP
ajoaa-1760	102	21	the	the	DET
ajoaa-1760	102	22	field	field	NOUN
ajoaa-1760	102	23	(	(	PUNCT
ajoaa-1760	102	24	family	family	NOUN
ajoaa-1760	102	25	and	and	CCONJ
ajoaa-1760	102	26	hired	hire	VERB
ajoaa-1760	102	27	labour	labour	NOUN
ajoaa-1760	102	28	)	)	PUNCT
ajoaa-1760	102	29	.	.	PUNCT
ajoaa-1760	103	1	cap	cap	NOUN
ajoaa-1760	103	2	(	(	PUNCT
ajoaa-1760	103	3	capital	capital	NOUN
ajoaa-1760	103	4	)	)	PUNCT
ajoaa-1760	103	5	=	=	VERB
ajoaa-1760	103	6	depreciated	depreciate	VERB
ajoaa-1760	103	7	value	value	NOUN
ajoaa-1760	103	8	of	of	ADP
ajoaa-1760	103	9	capital	capital	NOUN
ajoaa-1760	103	10	equipment	equipment	NOUN
ajoaa-1760	103	11	in	in	ADP
ajoaa-1760	103	12	ghana	ghana	PROPN
ajoaa-1760	103	13	cedis	cedis	PROPN
ajoaa-1760	103	14	(	(	PUNCT
ajoaa-1760	103	15	gh¢	gh¢	PROPN
ajoaa-1760	103	16	)	)	PUNCT
ajoaa-1760	103	17	.	.	PUNCT
ajoaa-1760	104	1	mat	mat	NOUN
ajoaa-1760	104	2	(	(	PUNCT
ajoaa-1760	104	3	materials	material	NOUN
ajoaa-1760	104	4	)	)	PUNCT
ajoaa-1760	104	5	=	=	SYM
ajoaa-1760	104	6	value	value	NOUN
ajoaa-1760	104	7	of	of	ADP
ajoaa-1760	104	8	other	other	ADJ
ajoaa-1760	104	9	inputs	input	NOUN
ajoaa-1760	104	10	(	(	PUNCT
ajoaa-1760	104	11	fertilizers	fertilizer	NOUN
ajoaa-1760	104	12	,	,	PUNCT
ajoaa-1760	104	13	manure	manure	NOUN
ajoaa-1760	104	14	,	,	PUNCT
ajoaa-1760	104	15	seeds	seed	NOUN
ajoaa-1760	104	16	,	,	PUNCT
ajoaa-1760	104	17	and	and	CCONJ
ajoaa-1760	104	18	pesticides	pesticide	NOUN
ajoaa-1760	104	19	)	)	PUNCT
ajoaa-1760	104	20	in	in	ADP
ajoaa-1760	104	21	gh¢	gh¢	PROPN
ajoaa-1760	104	22	pet	pet	ADJ
ajoaa-1760	104	23	(	(	PUNCT
ajoaa-1760	104	24	pesticides	pesticide	NOUN
ajoaa-1760	104	25	)	)	PUNCT
ajoaa-1760	105	1	=	=	SYM
ajoaa-1760	105	2	volume	volume	NOUN
ajoaa-1760	105	3	of	of	ADP
ajoaa-1760	105	4	pesticides	pesticide	NOUN
ajoaa-1760	105	5	applied	apply	VERB
ajoaa-1760	105	6	in	in	ADP
ajoaa-1760	105	7	litres	litre	NOUN
ajoaa-1760	105	8	maf	maf	NOUN
ajoaa-1760	105	9	=	=	ADJ
ajoaa-1760	105	10	quantity	quantity	NOUN
ajoaa-1760	105	11	of	of	ADP
ajoaa-1760	105	12	manure	manure	NOUN
ajoaa-1760	105	13	and	and	CCONJ
ajoaa-1760	105	14	fertilizer	fertilizer	NOUN
ajoaa-1760	105	15	used	use	VERB
ajoaa-1760	105	16	(	(	PUNCT
ajoaa-1760	105	17	kg	kg	NOUN
ajoaa-1760	105	18	)	)	PUNCT
ajoaa-1760	105	19	휀𝑖	휀𝑖	PROPN
ajoaa-1760	105	20	=	=	SYM
ajoaa-1760	105	21	composed	compose	VERB
ajoaa-1760	105	22	error	error	NOUN
ajoaa-1760	105	23	term	term	NOUN
ajoaa-1760	105	24	given	give	VERB
ajoaa-1760	105	25	as	as	ADP
ajoaa-1760	105	26	휀𝑖	휀𝑖	PROPN
ajoaa-1760	105	27	=	=	PUNCT
ajoaa-1760	105	28	𝑣𝑖	𝑣𝑖	NOUN
ajoaa-1760	105	29	−	−	PROPN
ajoaa-1760	105	30	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1760	105	31	s	s	NOUN
ajoaa-1760	105	32	=	=	PUNCT
ajoaa-1760	105	33	unknown	unknown	ADJ
ajoaa-1760	105	34	parameters	parameter	NOUN
ajoaa-1760	105	35	to	to	PART
ajoaa-1760	105	36	be	be	AUX
ajoaa-1760	105	37	estimated	estimate	VERB
ajoaa-1760	105	38	.	.	PUNCT
ajoaa-1760	106	1	all	all	DET
ajoaa-1760	106	2	variables	variable	NOUN
ajoaa-1760	106	3	were	be	AUX
ajoaa-1760	106	4	taken	take	VERB
ajoaa-1760	106	5	in	in	ADP
ajoaa-1760	106	6	logs	log	NOUN
ajoaa-1760	106	7	for	for	ADP
ajoaa-1760	106	8	ease	ease	NOUN
ajoaa-1760	106	9	of	of	ADP
ajoaa-1760	106	10	estimation	estimation	NOUN
ajoaa-1760	106	11	and	and	CCONJ
ajoaa-1760	106	12	interpretation	interpretation	NOUN
ajoaa-1760	106	13	of	of	ADP
ajoaa-1760	106	14	the	the	DET
ajoaa-1760	106	15	results	result	NOUN
ajoaa-1760	106	16	.	.	PUNCT
ajoaa-1760	107	1	the	the	DET
ajoaa-1760	107	2	inefficiency	inefficiency	NOUN
ajoaa-1760	107	3	effects	effect	NOUN
ajoaa-1760	107	4	model	model	NOUN
ajoaa-1760	107	5	estimated	estimate	VERB
ajoaa-1760	107	6	is	be	AUX
ajoaa-1760	107	7	assumed	assume	VERB
ajoaa-1760	107	8	to	to	PART
ajoaa-1760	107	9	be	be	AUX
ajoaa-1760	107	10	a	a	DET
ajoaa-1760	107	11	function	function	NOUN
ajoaa-1760	107	12	of	of	ADP
ajoaa-1760	107	13	socio	socio	NOUN
ajoaa-1760	107	14	-	-	PUNCT
ajoaa-1760	107	15	economic	economic	ADJ
ajoaa-1760	107	16	and	and	CCONJ
ajoaa-1760	107	17	institutional	institutional	ADJ
ajoaa-1760	107	18	factors	factor	NOUN
ajoaa-1760	107	19	(	(	PUNCT
ajoaa-1760	107	20	haji	haji	PROPN
ajoaa-1760	107	21	and	and	CCONJ
ajoaa-1760	107	22	andersson	andersson	PROPN
ajoaa-1760	107	23	,	,	PUNCT
ajoaa-1760	107	24	2008	2008	NUM
ajoaa-1760	107	25	;	;	PUNCT
ajoaa-1760	107	26	ullah	ullah	PROPN
ajoaa-1760	107	27	et	et	PROPN
ajoaa-1760	107	28	al	al	PROPN
ajoaa-1760	107	29	.	.	PROPN
ajoaa-1760	107	30	,	,	PUNCT
ajoaa-1760	107	31	2017	2017	NUM
ajoaa-1760	107	32	)	)	PUNCT
ajoaa-1760	107	33	and	and	CCONJ
ajoaa-1760	107	34	it	it	PRON
ajoaa-1760	107	35	is	be	AUX
ajoaa-1760	107	36	presented	present	VERB
ajoaa-1760	107	37	as	as	ADP
ajoaa-1760	107	38	:	:	PUNCT
ajoaa-1760	107	39	𝜇𝑖𝑡	𝜇𝑖𝑡	NOUN
ajoaa-1760	107	40	=	=	NOUN
ajoaa-1760	107	41	𝛿0	𝛿0	NOUN
ajoaa-1760	107	42	+	+	CCONJ
ajoaa-1760	107	43	𝛿1𝐷1𝑖𝑡	𝛿1𝐷1𝑖𝑡	PROPN
ajoaa-1760	107	44	+	+	CCONJ
ajoaa-1760	107	45	𝛿2𝐷2𝑖𝑡	𝛿2𝐷2𝑖𝑡	NOUN
ajoaa-1760	107	46	+	+	CCONJ
ajoaa-1760	107	47	𝛿3𝐷3𝑖𝑡	𝛿3𝐷3𝑖𝑡	ADJ
ajoaa-1760	107	48	+	+	CCONJ
ajoaa-1760	107	49	𝛿4𝐷4𝑖𝑡	𝛿4𝐷4𝑖𝑡	NOUN
ajoaa-1760	107	50	+	+	CCONJ
ajoaa-1760	107	51	𝛿5𝐷5𝑖𝑡	𝛿5𝐷5𝑖𝑡	ADV
ajoaa-1760	108	1	+	+	NUM
ajoaa-1760	108	2	휀𝑖𝑡	휀𝑖𝑡	NOUN
ajoaa-1760	108	3	..............................	..............................	PUNCT
ajoaa-1760	109	1	(	(	PUNCT
ajoaa-1760	109	2	6	6	NUM
ajoaa-1760	109	3	)	)	PUNCT
ajoaa-1760	109	4	where	where	SCONJ
ajoaa-1760	109	5	𝜇𝑖𝑡	𝜇𝑖𝑡	NOUN
ajoaa-1760	109	6	is	be	AUX
ajoaa-1760	109	7	the	the	DET
ajoaa-1760	109	8	mean	mean	ADJ
ajoaa-1760	109	9	technical	technical	ADJ
ajoaa-1760	109	10	inefficiency	inefficiency	NOUN
ajoaa-1760	109	11	;	;	PUNCT
ajoaa-1760	109	12	d1	d1	PROPN
ajoaa-1760	109	13	,	,	PUNCT
ajoaa-1760	109	14	d2	d2	PROPN
ajoaa-1760	109	15	,	,	PUNCT
ajoaa-1760	109	16	d3	d3	PROPN
ajoaa-1760	109	17	,	,	PUNCT
ajoaa-1760	109	18	d4	d4	PROPN
ajoaa-1760	109	19	,	,	PUNCT
ajoaa-1760	109	20	and	and	CCONJ
ajoaa-1760	109	21	d5	d5	NOUN
ajoaa-1760	109	22	represents	represent	VERB
ajoaa-1760	109	23	the	the	DET
ajoaa-1760	109	24	age	age	NOUN
ajoaa-1760	109	25	of	of	ADP
ajoaa-1760	109	26	farmer	farmer	NOUN
ajoaa-1760	109	27	,	,	PUNCT
ajoaa-1760	109	28	level	level	NOUN
ajoaa-1760	109	29	of	of	ADP
ajoaa-1760	109	30	education	education	NOUN
ajoaa-1760	109	31	,	,	PUNCT
ajoaa-1760	109	32	farming	farming	NOUN
ajoaa-1760	109	33	experience	experience	NOUN
ajoaa-1760	109	34	,	,	PUNCT
ajoaa-1760	109	35	access	access	NOUN
ajoaa-1760	109	36	to	to	ADP
ajoaa-1760	109	37	credit	credit	NOUN
ajoaa-1760	109	38	(	(	PUNCT
ajoaa-1760	109	39	for	for	ADP
ajoaa-1760	109	40	inputs	input	NOUN
ajoaa-1760	109	41	and	and	CCONJ
ajoaa-1760	109	42	other	other	ADJ
ajoaa-1760	109	43	production	production	NOUN
ajoaa-1760	109	44	requirements	requirement	NOUN
ajoaa-1760	109	45	)	)	PUNCT
ajoaa-1760	109	46	,	,	PUNCT
ajoaa-1760	109	47	and	and	CCONJ
ajoaa-1760	109	48	access	access	NOUN
ajoaa-1760	109	49	to	to	ADP
ajoaa-1760	109	50	off	off	ADP
ajoaa-1760	109	51	-	-	PUNCT
ajoaa-1760	109	52	farm	farm	NOUN
ajoaa-1760	109	53	income	income	NOUN
ajoaa-1760	109	54	respectively	respectively	ADV
ajoaa-1760	109	55	.	.	PUNCT
ajoaa-1760	110	1	these	these	DET
ajoaa-1760	110	2	variables	variable	NOUN
ajoaa-1760	110	3	ware	ware	AUX
ajoaa-1760	110	4	selected	select	VERB
ajoaa-1760	110	5	based	base	VERB
ajoaa-1760	110	6	on	on	ADP
ajoaa-1760	110	7	asian	asian	ADJ
ajoaa-1760	110	8	journal	journal	PROPN
ajoaa-1760	110	9	of	of	ADP
ajoaa-1760	110	10	agriculture	agriculture	NOUN
ajoaa-1760	110	11	and	and	CCONJ
ajoaa-1760	110	12	rural	rural	ADJ
ajoaa-1760	110	13	development	development	NOUN
ajoaa-1760	110	14	,	,	PUNCT
ajoaa-1760	110	15	8(2)2018	8(2)2018	NUM
ajoaa-1760	110	16	:	:	PUNCT
ajoaa-1760	110	17	92	92	NUM
ajoaa-1760	110	18	-	-	SYM
ajoaa-1760	110	19	103	103	NUM
ajoaa-1760	110	20	97	97	NUM
ajoaa-1760	110	21	literature	literature	NOUN
ajoaa-1760	110	22	and	and	CCONJ
ajoaa-1760	110	23	are	be	AUX
ajoaa-1760	110	24	assumed	assume	VERB
ajoaa-1760	110	25	to	to	PART
ajoaa-1760	110	26	influence	influence	VERB
ajoaa-1760	110	27	the	the	DET
ajoaa-1760	110	28	technical	technical	ADJ
ajoaa-1760	110	29	efficiency	efficiency	NOUN
ajoaa-1760	110	30	of	of	ADP
ajoaa-1760	110	31	the	the	DET
ajoaa-1760	110	32	farmers	farmer	NOUN
ajoaa-1760	110	33	.	.	PUNCT
ajoaa-1760	111	1	𝛿0	𝛿0	NOUN
ajoaa-1760	111	2	to	to	ADP
ajoaa-1760	111	3	𝛿5	𝛿5	PROPN
ajoaa-1760	111	4	are	be	AUX
ajoaa-1760	111	5	coefficients	coefficient	NOUN
ajoaa-1760	111	6	of	of	ADP
ajoaa-1760	111	7	the	the	DET
ajoaa-1760	111	8	parameters	parameter	NOUN
ajoaa-1760	111	9	estimated	estimate	VERB
ajoaa-1760	111	10	.	.	PUNCT
ajoaa-1760	112	1	both	both	DET
ajoaa-1760	112	2	equations	equation	NOUN
ajoaa-1760	112	3	(	(	PUNCT
ajoaa-1760	112	4	5	5	NUM
ajoaa-1760	112	5	)	)	PUNCT
ajoaa-1760	112	6	and	and	CCONJ
ajoaa-1760	112	7	(	(	PUNCT
ajoaa-1760	112	8	6	6	NUM
ajoaa-1760	112	9	)	)	PUNCT
ajoaa-1760	112	10	were	be	AUX
ajoaa-1760	112	11	simultaneously	simultaneously	ADV
ajoaa-1760	112	12	estimated	estimate	VERB
ajoaa-1760	112	13	in	in	ADP
ajoaa-1760	112	14	a	a	DET
ajoaa-1760	112	15	one	one	NUM
ajoaa-1760	112	16	-	-	PUNCT
ajoaa-1760	112	17	step	step	NOUN
ajoaa-1760	112	18	approach	approach	NOUN
ajoaa-1760	112	19	using	use	VERB
ajoaa-1760	112	20	limdep	limdep	ADJ
ajoaa-1760	112	21	version	version	NOUN
ajoaa-1760	112	22	10	10	NUM
ajoaa-1760	112	23	econometric	econometric	ADJ
ajoaa-1760	112	24	software	software	NOUN
ajoaa-1760	112	25	.	.	PUNCT
ajoaa-1760	113	1	we	we	PRON
ajoaa-1760	113	2	used	use	VERB
ajoaa-1760	113	3	the	the	DET
ajoaa-1760	113	4	factor	factor	NOUN
ajoaa-1760	113	5	elasticities	elasticity	NOUN
ajoaa-1760	113	6	for	for	ADP
ajoaa-1760	113	7	labour	labour	NOUN
ajoaa-1760	113	8	and	and	CCONJ
ajoaa-1760	113	9	land	land	NOUN
ajoaa-1760	113	10	obtained	obtain	VERB
ajoaa-1760	113	11	from	from	ADP
ajoaa-1760	113	12	equation	equation	NOUN
ajoaa-1760	113	13	(	(	PUNCT
ajoaa-1760	113	14	5	5	NUM
ajoaa-1760	113	15	)	)	PUNCT
ajoaa-1760	113	16	to	to	PART
ajoaa-1760	113	17	compute	compute	VERB
ajoaa-1760	113	18	the	the	DET
ajoaa-1760	113	19	input	input	NOUN
ajoaa-1760	113	20	use	use	NOUN
ajoaa-1760	113	21	efficiency	efficiency	NOUN
ajoaa-1760	113	22	.	.	PUNCT
ajoaa-1760	114	1	the	the	DET
ajoaa-1760	114	2	allocative	allocative	ADJ
ajoaa-1760	114	3	efficiency	efficiency	NOUN
ajoaa-1760	114	4	rule	rule	NOUN
ajoaa-1760	114	5	is	be	AUX
ajoaa-1760	114	6	that	that	SCONJ
ajoaa-1760	114	7	the	the	DET
ajoaa-1760	114	8	marginal	marginal	ADJ
ajoaa-1760	114	9	physical	physical	ADJ
ajoaa-1760	114	10	product	product	NOUN
ajoaa-1760	114	11	should	should	AUX
ajoaa-1760	114	12	equal	equal	VERB
ajoaa-1760	114	13	the	the	DET
ajoaa-1760	114	14	inverse	inverse	NOUN
ajoaa-1760	114	15	ratio	ratio	NOUN
ajoaa-1760	114	16	of	of	ADP
ajoaa-1760	114	17	input	input	NOUN
ajoaa-1760	114	18	price	price	NOUN
ajoaa-1760	114	19	to	to	ADP
ajoaa-1760	114	20	output	output	NOUN
ajoaa-1760	114	21	price	price	NOUN
ajoaa-1760	114	22	at	at	ADP
ajoaa-1760	114	23	the	the	DET
ajoaa-1760	114	24	point	point	NOUN
ajoaa-1760	114	25	of	of	ADP
ajoaa-1760	114	26	profit	profit	NOUN
ajoaa-1760	114	27	maximisation	maximisation	NOUN
ajoaa-1760	114	28	(	(	PUNCT
ajoaa-1760	114	29	ellis	ellis	PROPN
ajoaa-1760	114	30	,	,	PUNCT
ajoaa-1760	114	31	1988).the	1988).the	DET
ajoaa-1760	114	32	marginal	marginal	ADJ
ajoaa-1760	114	33	product	product	NOUN
ajoaa-1760	114	34	(	(	PUNCT
ajoaa-1760	114	35	mp	mp	NOUN
ajoaa-1760	114	36	)	)	PUNCT
ajoaa-1760	114	37	of	of	ADP
ajoaa-1760	114	38	the	the	DET
ajoaa-1760	114	39	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1760	114	40	factor	factor	NOUN
ajoaa-1760	114	41	and	and	CCONJ
ajoaa-1760	114	42	the	the	DET
ajoaa-1760	114	43	allocative	allocative	ADJ
ajoaa-1760	114	44	efficiency	efficiency	NOUN
ajoaa-1760	114	45	index	index	NOUN
ajoaa-1760	114	46	(	(	PUNCT
ajoaa-1760	114	47	z	z	NOUN
ajoaa-1760	114	48	)	)	PUNCT
ajoaa-1760	114	49	was	be	AUX
ajoaa-1760	114	50	determined	determine	VERB
ajoaa-1760	114	51	as	as	ADP
ajoaa-1760	114	52	:	:	PUNCT
ajoaa-1760	114	53	𝑚	𝑚	X
ajoaa-1760	114	54	=	=	SYM
ajoaa-1760	114	55	𝑀𝑃𝑖	𝑀𝑃𝑖	NOUN
ajoaa-1760	114	56	=	=	PUNCT
ajoaa-1760	114	57	𝜇𝑌𝑖	𝜇𝑌𝑖	NOUN
ajoaa-1760	114	58	𝜇𝑋𝑖	𝜇𝑋𝑖	NOUN
ajoaa-1760	114	59	∗	∗	NOUN
ajoaa-1760	114	60	𝐸𝑖	𝐸𝑖	PROPN
ajoaa-1760	114	61	..............................	..............................	PUNCT
ajoaa-1760	115	1	(	(	PUNCT
ajoaa-1760	115	2	7	7	X
ajoaa-1760	115	3	)	)	PUNCT
ajoaa-1760	115	4	𝑧	𝑧	NOUN
ajoaa-1760	115	5	=	=	PUNCT
ajoaa-1760	115	6	𝑀𝑃𝑖	𝑀𝑃𝑖	NOUN
ajoaa-1760	115	7	=	=	PUNCT
ajoaa-1760	115	8	𝑃𝑦	𝑃𝑦	X
ajoaa-1760	115	9	𝑃𝑥	𝑃𝑥	PROPN
ajoaa-1760	115	10	..............................	..............................	PUNCT
ajoaa-1760	115	11	(	(	PUNCT
ajoaa-1760	115	12	8)	8)	NUM
ajoaa-1760	115	13	where	where	SCONJ
ajoaa-1760	115	14	𝑀𝑃𝑖	𝑀𝑃𝑖	PROPN
ajoaa-1760	115	15	is	be	AUX
ajoaa-1760	115	16	the	the	DET
ajoaa-1760	115	17	marginal	marginal	ADJ
ajoaa-1760	115	18	product	product	NOUN
ajoaa-1760	115	19	of	of	ADP
ajoaa-1760	115	20	the	the	DET
ajoaa-1760	115	21	factor	factor	NOUN
ajoaa-1760	115	22	(	(	PUNCT
ajoaa-1760	115	23	land	land	NOUN
ajoaa-1760	115	24	,	,	PUNCT
ajoaa-1760	115	25	labour	labour	NOUN
ajoaa-1760	115	26	)	)	PUNCT
ajoaa-1760	115	27	,	,	PUNCT
ajoaa-1760	115	28	µ𝑌𝑖	µ𝑌𝑖	NOUN
ajoaa-1760	115	29	and	and	CCONJ
ajoaa-1760	115	30	µ𝑋𝑖	µ𝑋𝑖	NOUN
ajoaa-1760	115	31	are	be	AUX
ajoaa-1760	115	32	the	the	DET
ajoaa-1760	115	33	arithmetic	arithmetic	ADJ
ajoaa-1760	115	34	means	mean	NOUN
ajoaa-1760	115	35	of	of	ADP
ajoaa-1760	115	36	the	the	DET
ajoaa-1760	115	37	output	output	NOUN
ajoaa-1760	115	38	and	and	CCONJ
ajoaa-1760	115	39	inputs	input	NOUN
ajoaa-1760	115	40	used	use	VERB
ajoaa-1760	115	41	respectively	respectively	ADV
ajoaa-1760	115	42	,	,	PUNCT
ajoaa-1760	115	43	and	and	CCONJ
ajoaa-1760	115	44	𝑃𝑦	𝑃𝑦	PROPN
ajoaa-1760	115	45	and	and	CCONJ
ajoaa-1760	115	46	𝑃𝑥	𝑃𝑥	PROPN
ajoaa-1760	115	47	are	be	AUX
ajoaa-1760	115	48	the	the	DET
ajoaa-1760	115	49	price	price	NOUN
ajoaa-1760	115	50	of	of	ADP
ajoaa-1760	115	51	output	output	NOUN
ajoaa-1760	115	52	and	and	CCONJ
ajoaa-1760	115	53	input	input	NOUN
ajoaa-1760	115	54	respectively	respectively	ADV
ajoaa-1760	115	55	.	.	PUNCT
ajoaa-1760	116	1	the	the	DET
ajoaa-1760	116	2	decision	decision	NOUN
ajoaa-1760	116	3	criteria	criterion	NOUN
ajoaa-1760	116	4	are	be	AUX
ajoaa-1760	116	5	that	that	PRON
ajoaa-1760	116	6	:	:	PUNCT
ajoaa-1760	116	7	z	z	NOUN
ajoaa-1760	117	1	=	=	SYM
ajoaa-1760	117	2	1	1	NUM
ajoaa-1760	117	3	,	,	PUNCT
ajoaa-1760	117	4	implies	imply	VERB
ajoaa-1760	117	5	efficient	efficient	ADJ
ajoaa-1760	117	6	utilisation	utilisation	NOUN
ajoaa-1760	117	7	of	of	ADP
ajoaa-1760	117	8	the	the	DET
ajoaa-1760	117	9	input	input	NOUN
ajoaa-1760	117	10	;	;	PUNCT
ajoaa-1760	117	11	z	z	X
ajoaa-1760	117	12	>	>	X
ajoaa-1760	117	13	1	1	NUM
ajoaa-1760	117	14	,	,	PUNCT
ajoaa-1760	117	15	implies	imply	VERB
ajoaa-1760	117	16	an	an	DET
ajoaa-1760	117	17	under	under	NOUN
ajoaa-1760	117	18	-	-	PUNCT
ajoaa-1760	117	19	utilisation	utilisation	NOUN
ajoaa-1760	117	20	of	of	ADP
ajoaa-1760	117	21	the	the	DET
ajoaa-1760	117	22	factor	factor	NOUN
ajoaa-1760	117	23	input	input	NOUN
ajoaa-1760	117	24	;	;	PUNCT
ajoaa-1760	117	25	and	and	CCONJ
ajoaa-1760	117	26	z	z	NOUN
ajoaa-1760	117	27	<	<	X
ajoaa-1760	117	28	1	1	NUM
ajoaa-1760	117	29	,	,	PUNCT
ajoaa-1760	117	30	implies	imply	VERB
ajoaa-1760	117	31	an	an	DET
ajoaa-1760	117	32	over	over	ADJ
ajoaa-1760	117	33	utilisation	utilisation	NOUN
ajoaa-1760	117	34	of	of	ADP
ajoaa-1760	117	35	the	the	DET
ajoaa-1760	117	36	factor	factor	NOUN
ajoaa-1760	117	37	input	input	NOUN
ajoaa-1760	117	38	.	.	PUNCT
ajoaa-1760	118	1	3	3	X
ajoaa-1760	118	2	.	.	NOUN
ajoaa-1760	118	3	results	result	NOUN
ajoaa-1760	118	4	and	and	CCONJ
ajoaa-1760	118	5	discussions	discussion	NOUN
ajoaa-1760	118	6	table	table	NOUN
ajoaa-1760	118	7	1	1	NUM
ajoaa-1760	118	8	present	present	VERB
ajoaa-1760	118	9	the	the	DET
ajoaa-1760	118	10	results	result	NOUN
ajoaa-1760	118	11	of	of	ADP
ajoaa-1760	118	12	the	the	DET
ajoaa-1760	118	13	ols	ols	NOUN
ajoaa-1760	118	14	estimates	estimate	NOUN
ajoaa-1760	118	15	from	from	ADP
ajoaa-1760	118	16	the	the	DET
ajoaa-1760	118	17	cobb	cobb	PROPN
ajoaa-1760	118	18	-	-	PUNCT
ajoaa-1760	118	19	douglas	douglas	PROPN
ajoaa-1760	118	20	frontier	frontier	NOUN
ajoaa-1760	118	21	production	production	NOUN
ajoaa-1760	118	22	function	function	NOUN
ajoaa-1760	118	23	with	with	ADP
ajoaa-1760	118	24	most	most	ADJ
ajoaa-1760	118	25	variables	variable	NOUN
ajoaa-1760	118	26	being	be	AUX
ajoaa-1760	118	27	statistically	statistically	ADV
ajoaa-1760	118	28	significant	significant	ADJ
ajoaa-1760	118	29	.	.	PUNCT
ajoaa-1760	119	1	the	the	DET
ajoaa-1760	119	2	goodness	goodness	NOUN
ajoaa-1760	119	3	of	of	ADP
ajoaa-1760	119	4	fit	fit	ADJ
ajoaa-1760	119	5	(	(	PUNCT
ajoaa-1760	119	6	r2	r2	PROPN
ajoaa-1760	119	7	)	)	PUNCT
ajoaa-1760	119	8	for	for	ADP
ajoaa-1760	119	9	the	the	DET
ajoaa-1760	119	10	estimated	estimate	VERB
ajoaa-1760	119	11	regression	regression	NOUN
ajoaa-1760	119	12	equation	equation	NOUN
ajoaa-1760	119	13	is	be	AUX
ajoaa-1760	119	14	low	low	ADJ
ajoaa-1760	119	15	,	,	PUNCT
ajoaa-1760	119	16	suggesting	suggest	VERB
ajoaa-1760	119	17	that	that	SCONJ
ajoaa-1760	119	18	outliers	outlier	NOUN
ajoaa-1760	119	19	exist	exist	VERB
ajoaa-1760	119	20	and	and	CCONJ
ajoaa-1760	119	21	that	that	SCONJ
ajoaa-1760	119	22	some	some	PRON
ajoaa-1760	119	23	of	of	ADP
ajoaa-1760	119	24	the	the	DET
ajoaa-1760	119	25	variables	variable	NOUN
ajoaa-1760	119	26	included	include	VERB
ajoaa-1760	119	27	do	do	AUX
ajoaa-1760	119	28	not	not	PART
ajoaa-1760	119	29	statistically	statistically	ADV
ajoaa-1760	119	30	influence	influence	VERB
ajoaa-1760	119	31	the	the	DET
ajoaa-1760	119	32	model	model	NOUN
ajoaa-1760	119	33	output	output	NOUN
ajoaa-1760	119	34	.	.	PUNCT
ajoaa-1760	120	1	the	the	DET
ajoaa-1760	120	2	low	low	ADJ
ajoaa-1760	120	3	r2	r2	PROPN
ajoaa-1760	120	4	is	be	AUX
ajoaa-1760	120	5	not	not	PART
ajoaa-1760	120	6	relevant	relevant	ADJ
ajoaa-1760	120	7	in	in	ADP
ajoaa-1760	120	8	this	this	DET
ajoaa-1760	120	9	study	study	NOUN
ajoaa-1760	120	10	since	since	SCONJ
ajoaa-1760	120	11	the	the	DET
ajoaa-1760	120	12	focus	focus	NOUN
ajoaa-1760	120	13	of	of	ADP
ajoaa-1760	120	14	analysis	analysis	NOUN
ajoaa-1760	120	15	is	be	AUX
ajoaa-1760	120	16	on	on	ADP
ajoaa-1760	120	17	efficiency	efficiency	NOUN
ajoaa-1760	120	18	.	.	PUNCT
ajoaa-1760	121	1	the	the	DET
ajoaa-1760	121	2	overall	overall	ADJ
ajoaa-1760	121	3	predictive	predictive	ADJ
ajoaa-1760	121	4	power	power	NOUN
ajoaa-1760	121	5	of	of	ADP
ajoaa-1760	121	6	the	the	DET
ajoaa-1760	121	7	estimated	estimate	VERB
ajoaa-1760	121	8	function	function	NOUN
ajoaa-1760	121	9	is	be	AUX
ajoaa-1760	121	10	what	what	PRON
ajoaa-1760	121	11	is	be	AUX
ajoaa-1760	121	12	of	of	ADP
ajoaa-1760	121	13	great	great	ADJ
ajoaa-1760	121	14	importance	importance	NOUN
ajoaa-1760	121	15	in	in	ADP
ajoaa-1760	121	16	efficiency	efficiency	NOUN
ajoaa-1760	121	17	analysis	analysis	NOUN
ajoaa-1760	121	18	and	and	CCONJ
ajoaa-1760	121	19	the	the	DET
ajoaa-1760	121	20	f	f	NOUN
ajoaa-1760	121	21	-	-	PUNCT
ajoaa-1760	121	22	statistic	statistic	NOUN
ajoaa-1760	121	23	is	be	AUX
ajoaa-1760	121	24	shown	show	VERB
ajoaa-1760	121	25	to	to	PART
ajoaa-1760	121	26	be	be	AUX
ajoaa-1760	121	27	significant	significant	ADJ
ajoaa-1760	121	28	at	at	ADP
ajoaa-1760	121	29	1	1	NUM
ajoaa-1760	121	30	%	%	NOUN
ajoaa-1760	121	31	level	level	NOUN
ajoaa-1760	121	32	.	.	PUNCT
ajoaa-1760	122	1	this	this	PRON
ajoaa-1760	122	2	means	mean	VERB
ajoaa-1760	122	3	that	that	SCONJ
ajoaa-1760	122	4	the	the	DET
ajoaa-1760	122	5	estimated	estimate	VERB
ajoaa-1760	122	6	coefficients	coefficient	NOUN
ajoaa-1760	122	7	can	can	AUX
ajoaa-1760	122	8	be	be	AUX
ajoaa-1760	122	9	relied	rely	VERB
ajoaa-1760	122	10	upon	upon	SCONJ
ajoaa-1760	122	11	.	.	PUNCT
ajoaa-1760	122	12	table	table	NOUN
ajoaa-1760	122	13	1	1	NUM
ajoaa-1760	122	14	:	:	PUNCT
ajoaa-1760	122	15	ols	ol	NOUN
ajoaa-1760	122	16	estimates	estimate	NOUN
ajoaa-1760	122	17	of	of	ADP
ajoaa-1760	122	18	vegetable	vegetable	NOUN
ajoaa-1760	122	19	production	production	NOUN
ajoaa-1760	122	20	in	in	ADP
ajoaa-1760	122	21	kumasi	kumasi	PROPN
ajoaa-1760	122	22	metropolis	metropolis	PROPN
ajoaa-1760	122	23	variable	variable	ADJ
ajoaa-1760	122	24	parameters	parameter	NOUN
ajoaa-1760	122	25	coefficient	coefficient	VERB
ajoaa-1760	122	26	standard	standard	ADJ
ajoaa-1760	122	27	error	error	NOUN
ajoaa-1760	122	28	t	t	NOUN
ajoaa-1760	122	29	-	-	PUNCT
ajoaa-1760	122	30	value	value	NOUN
ajoaa-1760	122	31	constant	constant	ADJ
ajoaa-1760	122	32	b1	b1	NOUN
ajoaa-1760	122	33	4.1947	4.1947	NUM
ajoaa-1760	122	34	0.4472	0.4472	NUM
ajoaa-1760	122	35	9.379	9.379	NUM
ajoaa-1760	122	36	*	*	PUNCT
ajoaa-1760	122	37	*	*	PUNCT
ajoaa-1760	122	38	ln	ln	INTJ
ajoaa-1760	122	39	(	(	PUNCT
ajoaa-1760	122	40	land	land	NOUN
ajoaa-1760	122	41	)	)	PUNCT
ajoaa-1760	122	42	b2	b2	NOUN
ajoaa-1760	122	43	0.1373	0.1373	NUM
ajoaa-1760	122	44	0.6373	0.6373	NUM
ajoaa-1760	122	45	2.155	2.155	NUM
ajoaa-1760	122	46	*	*	PUNCT
ajoaa-1760	122	47	ln	ln	ADJ
ajoaa-1760	122	48	(	(	PUNCT
ajoaa-1760	122	49	labour	labour	NOUN
ajoaa-1760	122	50	)	)	PUNCT
ajoaa-1760	122	51	b3	b3	NOUN
ajoaa-1760	122	52	0.3615	0.3615	NUM
ajoaa-1760	122	53	0.3400	0.3400	NUM
ajoaa-1760	122	54	0.915	0.915	NUM
ajoaa-1760	122	55	ln	ln	ADJ
ajoaa-1760	122	56	(	(	PUNCT
ajoaa-1760	122	57	capital	capital	NOUN
ajoaa-1760	122	58	)	)	PUNCT
ajoaa-1760	122	59	b4	b4	NOUN
ajoaa-1760	122	60	0.3395	0.3395	NUM
ajoaa-1760	122	61	0.2787	0.2787	NUM
ajoaa-1760	122	62	4.998	4.998	NUM
ajoaa-1760	122	63	ln	ln	ADJ
ajoaa-1760	122	64	(	(	PUNCT
ajoaa-1760	122	65	materials	material	NOUN
ajoaa-1760	122	66	)	)	PUNCT
ajoaa-1760	122	67	b5	b5	NOUN
ajoaa-1760	122	68	0.3395	0.3395	NUM
ajoaa-1760	122	69	0.4537	0.4537	NUM
ajoaa-1760	122	70	4.239	4.239	NUM
ajoaa-1760	122	71	*	*	PUNCT
ajoaa-1760	122	72	*	*	PUNCT
ajoaa-1760	122	73	ln	ln	ADJ
ajoaa-1760	122	74	(	(	PUNCT
ajoaa-1760	122	75	pesticides	pesticide	NOUN
ajoaa-1760	122	76	)	)	PUNCT
ajoaa-1760	122	77	b6	b6	NOUN
ajoaa-1760	122	78	0.1109	0.1109	NUM
ajoaa-1760	122	79	0.3348	0.3348	NUM
ajoaa-1760	122	80	3.316	3.316	NUM
ajoaa-1760	122	81	*	*	PUNCT
ajoaa-1760	122	82	*	*	ADJ
ajoaa-1760	122	83	in	in	ADP
ajoaa-1760	122	84	(	(	PUNCT
ajoaa-1760	122	85	manure	manure	NOUN
ajoaa-1760	122	86	/	/	SYM
ajoaa-1760	122	87	fertilizer	fertilizer	NOUN
ajoaa-1760	122	88	)	)	PUNCT
ajoaa-1760	122	89	b7	b7	NOUN
ajoaa-1760	122	90	0.1916	0.1916	NUM
ajoaa-1760	122	91	0.3374	0.3374	NUM
ajoaa-1760	122	92	0.568	0.568	NUM
ajoaa-1760	122	93	f	f	X
ajoaa-1760	122	94	-	-	PUNCT
ajoaa-1760	122	95	statistic	statistic	NOUN
ajoaa-1760	122	96	11.33	11.33	NUM
ajoaa-1760	122	97	*	*	PUNCT
ajoaa-1760	122	98	*	*	PUNCT
ajoaa-1760	122	99	*	*	PUNCT
ajoaa-1760	122	100	r	r	X
ajoaa-1760	122	101	-	-	PUNCT
ajoaa-1760	122	102	squared	square	VERB
ajoaa-1760	122	103	0.2586	0.2586	NUM
ajoaa-1760	122	104	note	note	NOUN
ajoaa-1760	122	105	:	:	PUNCT
ajoaa-1760	122	106	*	*	PUNCT
ajoaa-1760	122	107	*	*	PUNCT
ajoaa-1760	122	108	*	*	PUNCT
ajoaa-1760	122	109	,	,	PUNCT
ajoaa-1760	122	110	*	*	PUNCT
ajoaa-1760	122	111	*	*	PUNCT
ajoaa-1760	122	112	,	,	PUNCT
ajoaa-1760	122	113	*	*	PUNCT
ajoaa-1760	122	114	means	mean	VERB
ajoaa-1760	122	115	significant	significant	ADJ
ajoaa-1760	122	116	at	at	ADP
ajoaa-1760	122	117	1	1	NUM
ajoaa-1760	122	118	%	%	NOUN
ajoaa-1760	122	119	,	,	PUNCT
ajoaa-1760	122	120	5	5	NUM
ajoaa-1760	122	121	%	%	NOUN
ajoaa-1760	122	122	and	and	CCONJ
ajoaa-1760	122	123	10	10	NUM
ajoaa-1760	122	124	%	%	NOUN
ajoaa-1760	122	125	levels	level	NOUN
ajoaa-1760	122	126	respectively	respectively	ADV
ajoaa-1760	122	127	the	the	DET
ajoaa-1760	122	128	coefficient	coefficient	NOUN
ajoaa-1760	122	129	of	of	ADP
ajoaa-1760	122	130	land	land	NOUN
ajoaa-1760	122	131	is	be	AUX
ajoaa-1760	122	132	positive	positive	ADJ
ajoaa-1760	122	133	and	and	CCONJ
ajoaa-1760	122	134	significant	significant	ADJ
ajoaa-1760	122	135	at	at	ADP
ajoaa-1760	122	136	10	10	NUM
ajoaa-1760	122	137	%	%	NOUN
ajoaa-1760	122	138	level	level	NOUN
ajoaa-1760	122	139	.	.	PUNCT
ajoaa-1760	123	1	this	this	PRON
ajoaa-1760	123	2	means	mean	VERB
ajoaa-1760	123	3	that	that	SCONJ
ajoaa-1760	123	4	access	access	NOUN
ajoaa-1760	123	5	to	to	ADP
ajoaa-1760	123	6	land	land	NOUN
ajoaa-1760	123	7	and	and	CCONJ
ajoaa-1760	123	8	the	the	DET
ajoaa-1760	123	9	area	area	NOUN
ajoaa-1760	123	10	put	put	VERB
ajoaa-1760	123	11	under	under	ADP
ajoaa-1760	123	12	cultivation	cultivation	NOUN
ajoaa-1760	123	13	has	have	VERB
ajoaa-1760	123	14	an	an	DET
ajoaa-1760	123	15	effect	effect	NOUN
ajoaa-1760	123	16	on	on	ADP
ajoaa-1760	123	17	the	the	DET
ajoaa-1760	123	18	vegetable	vegetable	ADJ
ajoaa-1760	123	19	output	output	NOUN
ajoaa-1760	123	20	produced	produce	VERB
ajoaa-1760	123	21	.	.	PUNCT
ajoaa-1760	124	1	the	the	DET
ajoaa-1760	124	2	coefficients	coefficient	NOUN
ajoaa-1760	124	3	for	for	ADP
ajoaa-1760	124	4	materials	material	NOUN
ajoaa-1760	124	5	and	and	CCONJ
ajoaa-1760	124	6	pesticides	pesticide	NOUN
ajoaa-1760	124	7	are	be	AUX
ajoaa-1760	124	8	both	both	ADV
ajoaa-1760	124	9	positive	positive	ADJ
ajoaa-1760	124	10	and	and	CCONJ
ajoaa-1760	124	11	significant	significant	ADJ
ajoaa-1760	124	12	at	at	ADP
ajoaa-1760	124	13	5	5	NUM
ajoaa-1760	124	14	%	%	NOUN
ajoaa-1760	124	15	level	level	NOUN
ajoaa-1760	124	16	.	.	PUNCT
ajoaa-1760	125	1	the	the	DET
ajoaa-1760	125	2	amount	amount	NOUN
ajoaa-1760	125	3	of	of	ADP
ajoaa-1760	125	4	money	money	NOUN
ajoaa-1760	125	5	invested	invest	VERB
ajoaa-1760	125	6	in	in	ADP
ajoaa-1760	125	7	purchasing	purchase	VERB
ajoaa-1760	125	8	seeds	seed	NOUN
ajoaa-1760	125	9	,	,	PUNCT
ajoaa-1760	125	10	fertilizers	fertilizer	NOUN
ajoaa-1760	125	11	,	,	PUNCT
ajoaa-1760	125	12	pesticides	pesticide	NOUN
ajoaa-1760	125	13	,	,	PUNCT
ajoaa-1760	125	14	and	and	CCONJ
ajoaa-1760	125	15	other	other	ADJ
ajoaa-1760	125	16	inputs	input	NOUN
ajoaa-1760	125	17	and	and	CCONJ
ajoaa-1760	125	18	the	the	DET
ajoaa-1760	125	19	quality	quality	NOUN
ajoaa-1760	125	20	of	of	ADP
ajoaa-1760	125	21	these	these	DET
ajoaa-1760	125	22	inputs	input	NOUN
ajoaa-1760	125	23	thus	thus	ADV
ajoaa-1760	125	24	influence	influence	VERB
ajoaa-1760	125	25	the	the	DET
ajoaa-1760	125	26	output	output	NOUN
ajoaa-1760	125	27	obtained	obtain	VERB
ajoaa-1760	125	28	by	by	ADP
ajoaa-1760	125	29	farmers	farmer	NOUN
ajoaa-1760	125	30	.	.	PUNCT
ajoaa-1760	126	1	estimates	estimate	NOUN
ajoaa-1760	126	2	of	of	ADP
ajoaa-1760	126	3	the	the	DET
ajoaa-1760	126	4	firm	firm	ADJ
ajoaa-1760	126	5	-	-	PUNCT
ajoaa-1760	126	6	specific	specific	ADJ
ajoaa-1760	126	7	technical	technical	ADJ
ajoaa-1760	126	8	efficiencies	efficiency	NOUN
ajoaa-1760	126	9	using	use	VERB
ajoaa-1760	126	10	the	the	DET
ajoaa-1760	126	11	maximum	maximum	ADJ
ajoaa-1760	126	12	likelihood	likelihood	NOUN
ajoaa-1760	126	13	procedure	procedure	NOUN
ajoaa-1760	126	14	for	for	ADP
ajoaa-1760	126	15	the	the	DET
ajoaa-1760	126	16	pooled	pooled	ADJ
ajoaa-1760	126	17	sample	sample	NOUN
ajoaa-1760	126	18	are	be	AUX
ajoaa-1760	126	19	presented	present	VERB
ajoaa-1760	126	20	in	in	ADP
ajoaa-1760	126	21	table	table	NOUN
ajoaa-1760	126	22	2	2	NUM
ajoaa-1760	126	23	.	.	PUNCT
ajoaa-1760	127	1	the	the	DET
ajoaa-1760	127	2	relative	relative	ADJ
ajoaa-1760	127	3	magnitude	magnitude	NOUN
ajoaa-1760	127	4	of	of	ADP
ajoaa-1760	127	5	the	the	DET
ajoaa-1760	127	6	inefficiency	inefficiency	NOUN
ajoaa-1760	127	7	in	in	ADP
ajoaa-1760	127	8	production	production	NOUN
ajoaa-1760	127	9	and	and	CCONJ
ajoaa-1760	127	10	the	the	DET
ajoaa-1760	127	11	variance	variance	NOUN
ajoaa-1760	127	12	associated	associate	VERB
ajoaa-1760	127	13	with	with	ADP
ajoaa-1760	127	14	the	the	DET
ajoaa-1760	127	15	frontier	frontier	NOUN
ajoaa-1760	127	16	model	model	NOUN
ajoaa-1760	127	17	is	be	AUX
ajoaa-1760	127	18	depicted	depict	VERB
ajoaa-1760	127	19	by	by	ADP
ajoaa-1760	127	20	the	the	DET
ajoaa-1760	127	21	variance	variance	NOUN
ajoaa-1760	127	22	ratio	ratio	NOUN
ajoaa-1760	127	23	asian	asian	PROPN
ajoaa-1760	127	24	journal	journal	PROPN
ajoaa-1760	127	25	of	of	ADP
ajoaa-1760	127	26	agriculture	agriculture	NOUN
ajoaa-1760	127	27	and	and	CCONJ
ajoaa-1760	127	28	rural	rural	ADJ
ajoaa-1760	127	29	development	development	NOUN
ajoaa-1760	127	30	,	,	PUNCT
ajoaa-1760	127	31	8(2)2018	8(2)2018	NUM
ajoaa-1760	127	32	:	:	PUNCT
ajoaa-1760	127	33	92	92	NUM
ajoaa-1760	127	34	-	-	SYM
ajoaa-1760	127	35	103	103	NUM
ajoaa-1760	127	36	98	98	NUM
ajoaa-1760	127	37	(	(	PUNCT
ajoaa-1760	127	38	).the	).the	DET
ajoaa-1760	127	39	value	value	NOUN
ajoaa-1760	127	40	of	of	ADP
ajoaa-1760	127	41	the	the	DET
ajoaa-1760	127	42	variance	variance	NOUN
ajoaa-1760	127	43	ratio	ratio	NOUN
ajoaa-1760	127	44	(	(	PUNCT
ajoaa-1760	127	45			NUM
ajoaa-1760	127	46	)	)	PUNCT
ajoaa-1760	127	47	revealed	reveal	VERB
ajoaa-1760	127	48	that	that	SCONJ
ajoaa-1760	127	49	about	about	ADP
ajoaa-1760	127	50	78.5	78.5	NUM
ajoaa-1760	127	51	%	%	NOUN
ajoaa-1760	127	52	of	of	ADP
ajoaa-1760	127	53	the	the	DET
ajoaa-1760	127	54	variation	variation	NOUN
ajoaa-1760	127	55	in	in	ADP
ajoaa-1760	127	56	vegetable	vegetable	NOUN
ajoaa-1760	127	57	output	output	NOUN
ajoaa-1760	127	58	is	be	AUX
ajoaa-1760	127	59	due	due	ADJ
ajoaa-1760	127	60	to	to	ADP
ajoaa-1760	127	61	technical	technical	ADJ
ajoaa-1760	127	62	efficiency	efficiency	NOUN
ajoaa-1760	127	63	differences	difference	NOUN
ajoaa-1760	127	64	among	among	ADP
ajoaa-1760	127	65	the	the	DET
ajoaa-1760	127	66	production	production	NOUN
ajoaa-1760	127	67	units	unit	NOUN
ajoaa-1760	127	68	considered	consider	VERB
ajoaa-1760	127	69	while	while	SCONJ
ajoaa-1760	127	70	21.5	21.5	NUM
ajoaa-1760	127	71	%	%	NOUN
ajoaa-1760	127	72	is	be	AUX
ajoaa-1760	127	73	due	due	ADJ
ajoaa-1760	127	74	to	to	ADP
ajoaa-1760	127	75	random	random	ADJ
ajoaa-1760	127	76	factors	factor	NOUN
ajoaa-1760	127	77	which	which	PRON
ajoaa-1760	127	78	are	be	AUX
ajoaa-1760	127	79	beyond	beyond	ADP
ajoaa-1760	127	80	the	the	DET
ajoaa-1760	127	81	control	control	NOUN
ajoaa-1760	127	82	of	of	ADP
ajoaa-1760	127	83	farmers	farmer	NOUN
ajoaa-1760	127	84	.	.	PUNCT
ajoaa-1760	128	1	these	these	DET
ajoaa-1760	128	2	random	random	ADJ
ajoaa-1760	128	3	factors	factor	NOUN
ajoaa-1760	128	4	may	may	AUX
ajoaa-1760	128	5	be	be	AUX
ajoaa-1760	128	6	due	due	ADJ
ajoaa-1760	128	7	to	to	ADP
ajoaa-1760	128	8	the	the	DET
ajoaa-1760	128	9	effects	effect	NOUN
ajoaa-1760	128	10	of	of	ADP
ajoaa-1760	128	11	pest	pest	NOUN
ajoaa-1760	128	12	and	and	CCONJ
ajoaa-1760	128	13	disease	disease	NOUN
ajoaa-1760	128	14	,	,	PUNCT
ajoaa-1760	128	15	unfavourable	unfavourable	ADJ
ajoaa-1760	128	16	weather	weather	NOUN
ajoaa-1760	128	17	conditions	condition	NOUN
ajoaa-1760	128	18	,	,	PUNCT
ajoaa-1760	128	19	and	and	CCONJ
ajoaa-1760	128	20	errors	error	NOUN
ajoaa-1760	128	21	in	in	ADP
ajoaa-1760	128	22	data	data	NOUN
ajoaa-1760	128	23	aggregation	aggregation	NOUN
ajoaa-1760	128	24	by	by	ADP
ajoaa-1760	128	25	researchers	researcher	NOUN
ajoaa-1760	128	26	.	.	PUNCT
ajoaa-1760	129	1	table	table	NOUN
ajoaa-1760	129	2	2	2	NUM
ajoaa-1760	129	3	:	:	PUNCT
ajoaa-1760	129	4	maximum	maximum	ADJ
ajoaa-1760	129	5	likelihood	likelihood	NOUN
ajoaa-1760	129	6	estimates	estimate	NOUN
ajoaa-1760	129	7	of	of	ADP
ajoaa-1760	129	8	the	the	DET
ajoaa-1760	129	9	cobb	cobb	PROPN
ajoaa-1760	129	10	-	-	PUNCT
ajoaa-1760	129	11	douglas	douglas	PROPN
ajoaa-1760	129	12	production	production	NOUN
ajoaa-1760	129	13	frontier	frontier	NOUN
ajoaa-1760	129	14	function	function	NOUN
ajoaa-1760	129	15	variable	variable	ADJ
ajoaa-1760	129	16	parameters	parameter	NOUN
ajoaa-1760	129	17	coefficient	coefficient	VERB
ajoaa-1760	129	18	standard	standard	ADJ
ajoaa-1760	129	19	error	error	NOUN
ajoaa-1760	129	20	t	t	NOUN
ajoaa-1760	129	21	-	-	PUNCT
ajoaa-1760	129	22	value	value	NOUN
ajoaa-1760	129	23	constant	constant	ADJ
ajoaa-1760	129	24	b1	b1	NOUN
ajoaa-1760	129	25	4.6540	4.6540	NUM
ajoaa-1760	129	26	0.3374	0.3374	NUM
ajoaa-1760	129	27	13.793	13.793	NUM
ajoaa-1760	129	28	*	*	PUNCT
ajoaa-1760	129	29	*	*	PUNCT
ajoaa-1760	129	30	ln	ln	INTJ
ajoaa-1760	129	31	(	(	PUNCT
ajoaa-1760	129	32	land	land	NOUN
ajoaa-1760	129	33	)	)	PUNCT
ajoaa-1760	129	34	b2	b2	NOUN
ajoaa-1760	129	35	0.1068	0.1068	NUM
ajoaa-1760	130	1	0.4740	0.4740	NUM
ajoaa-1760	130	2	2.254	2.254	NUM
ajoaa-1760	130	3	*	*	PUNCT
ajoaa-1760	130	4	ln	ln	ADJ
ajoaa-1760	130	5	(	(	PUNCT
ajoaa-1760	130	6	labour	labour	NOUN
ajoaa-1760	130	7	)	)	PUNCT
ajoaa-1760	130	8	b3	b3	PROPN
ajoaa-1760	130	9	0.1678	0.1678	NUM
ajoaa-1760	130	10	0.3205	0.3205	NUM
ajoaa-1760	130	11	0.052	0.052	NUM
ajoaa-1760	130	12	ln	ln	ADJ
ajoaa-1760	130	13	(	(	PUNCT
ajoaa-1760	130	14	capital	capital	NOUN
ajoaa-1760	130	15	)	)	PUNCT
ajoaa-1760	130	16	b4	b4	NOUN
ajoaa-1760	130	17	0.3452	0.3452	NUM
ajoaa-1760	130	18	0.2992	0.2992	NUM
ajoaa-1760	130	19	1.154	1.154	NUM
ajoaa-1760	130	20	ln	ln	ADJ
ajoaa-1760	130	21	(	(	PUNCT
ajoaa-1760	130	22	materials	material	NOUN
ajoaa-1760	130	23	)	)	PUNCT
ajoaa-1760	130	24	b5	b5	PROPN
ajoaa-1760	130	25	0.1586	0.1586	NUM
ajoaa-1760	130	26	0.3875	0.3875	NUM
ajoaa-1760	130	27	4.092	4.092	NUM
ajoaa-1760	130	28	*	*	PUNCT
ajoaa-1760	130	29	*	*	PUNCT
ajoaa-1760	130	30	ln	ln	ADJ
ajoaa-1760	130	31	(	(	PUNCT
ajoaa-1760	130	32	pesticides	pesticide	NOUN
ajoaa-1760	130	33	)	)	PUNCT
ajoaa-1760	130	34	b6	b6	NOUN
ajoaa-1760	130	35	0.1119	0.1119	NUM
ajoaa-1760	130	36	0.3687	0.3687	NUM
ajoaa-1760	130	37	3.035	3.035	NUM
ajoaa-1760	130	38	*	*	PUNCT
ajoaa-1760	130	39	*	*	PUNCT
ajoaa-1760	130	40	in	in	ADP
ajoaa-1760	130	41	(	(	PUNCT
ajoaa-1760	130	42	manure	manure	NOUN
ajoaa-1760	130	43	/	/	SYM
ajoaa-1760	130	44	fertilizer	fertilizer	NOUN
ajoaa-1760	130	45	)	)	PUNCT
ajoaa-1760	130	46	b7	b7	PROPN
ajoaa-1760	130	47	0.3578	0.3578	NUM
ajoaa-1760	130	48	0.3254	0.3254	NUM
ajoaa-1760	130	49	1.099	1.099	NUM
ajoaa-1760	130	50	variance	variance	NOUN
ajoaa-1760	130	51	-	-	PUNCT
ajoaa-1760	130	52	ratio	ratio	NOUN
ajoaa-1760	130	53			NUM
ajoaa-1760	130	54	0.7851	0.7851	NUM
ajoaa-1760	130	55	total	total	ADJ
ajoaa-1760	130	56	variance	variance	NOUN
ajoaa-1760	130	57	2	2	NOUN
ajoaa-1760	130	58	0.1218	0.1218	NUM
ajoaa-1760	130	59	sigma	sigma	NOUN
ajoaa-1760	130	60	-	-	PUNCT
ajoaa-1760	130	61	squared	square	VERB
ajoaa-1760	130	62	2	2	NOUN
ajoaa-1760	130	63	u	u	NOUN
ajoaa-1760	130	64	0.0956	0.0956	NUM
ajoaa-1760	130	65	log	log	NOUN
ajoaa-1760	130	66	-	-	PUNCT
ajoaa-1760	130	67	likelihood	likelihood	NOUN
ajoaa-1760	130	68	function	function	NOUN
ajoaa-1760	130	69	-0.4204	-0.4204	NOUN
ajoaa-1760	130	70	note	note	NOUN
ajoaa-1760	130	71	:	:	PUNCT
ajoaa-1760	131	1	*	*	PUNCT
ajoaa-1760	131	2	*	*	PUNCT
ajoaa-1760	131	3	*	*	PUNCT
ajoaa-1760	131	4	,	,	PUNCT
ajoaa-1760	131	5	*	*	PUNCT
ajoaa-1760	131	6	*	*	PUNCT
ajoaa-1760	131	7	,	,	PUNCT
ajoaa-1760	131	8	*	*	PUNCT
ajoaa-1760	131	9	means	mean	VERB
ajoaa-1760	131	10	significant	significant	ADJ
ajoaa-1760	131	11	at	at	ADP
ajoaa-1760	131	12	1	1	NUM
ajoaa-1760	131	13	%	%	NOUN
ajoaa-1760	131	14	,	,	PUNCT
ajoaa-1760	131	15	5	5	NUM
ajoaa-1760	131	16	%	%	NOUN
ajoaa-1760	131	17	and	and	CCONJ
ajoaa-1760	131	18	10	10	NUM
ajoaa-1760	131	19	%	%	NOUN
ajoaa-1760	131	20	respectively	respectively	ADV
ajoaa-1760	131	21	3.1	3.1	NUM
ajoaa-1760	131	22	.	.	PUNCT
ajoaa-1760	132	1	results	result	NOUN
ajoaa-1760	132	2	of	of	ADP
ajoaa-1760	132	3	hypothesis	hypothesis	NOUN
ajoaa-1760	132	4	tests	test	VERB
ajoaa-1760	132	5	the	the	DET
ajoaa-1760	132	6	first	first	ADJ
ajoaa-1760	132	7	null	null	ADJ
ajoaa-1760	132	8	hypothesis	hypothesis	NOUN
ajoaa-1760	132	9	stipulates	stipulate	VERB
ajoaa-1760	132	10	that	that	SCONJ
ajoaa-1760	132	11	the	the	DET
ajoaa-1760	132	12	sampled	sampled	ADJ
ajoaa-1760	132	13	vegetable	vegetable	NOUN
ajoaa-1760	132	14	farmers	farmer	NOUN
ajoaa-1760	132	15	are	be	AUX
ajoaa-1760	132	16	technically	technically	ADV
ajoaa-1760	132	17	efficient	efficient	ADJ
ajoaa-1760	132	18	and	and	CCONJ
ajoaa-1760	132	19	have	have	VERB
ajoaa-1760	132	20	no	no	DET
ajoaa-1760	132	21	room	room	NOUN
ajoaa-1760	132	22	for	for	ADP
ajoaa-1760	132	23	efficiency	efficiency	NOUN
ajoaa-1760	132	24	growth	growth	NOUN
ajoaa-1760	132	25	.	.	PUNCT
ajoaa-1760	133	1	thus	thus	ADV
ajoaa-1760	133	2	,	,	PUNCT
ajoaa-1760	133	3	{	{	PUNCT
ajoaa-1760	133	4	ho	ho	ADJ
ajoaa-1760	133	5	:	:	PUNCT
ajoaa-1760	133	6	there	there	PRON
ajoaa-1760	133	7	is	be	VERB
ajoaa-1760	133	8	no	no	DET
ajoaa-1760	133	9	difference	difference	NOUN
ajoaa-1760	133	10	in	in	ADP
ajoaa-1760	133	11	technical	technical	ADJ
ajoaa-1760	133	12	efficiency	efficiency	NOUN
ajoaa-1760	133	13	among	among	ADP
ajoaa-1760	133	14	the	the	DET
ajoaa-1760	133	15	sampled	sample	VERB
ajoaa-1760	133	16	vegetable	vegetable	NOUN
ajoaa-1760	133	17	farmers	farmer	NOUN
ajoaa-1760	133	18	(	(	PUNCT
ajoaa-1760	133	19			NUM
ajoaa-1760	133	20	=	=	NOUN
ajoaa-1760	133	21	0	0	NUM
ajoaa-1760	133	22	)	)	PUNCT
ajoaa-1760	133	23	}	}	PUNCT
ajoaa-1760	133	24	.	.	PUNCT
ajoaa-1760	134	1	however	however	ADV
ajoaa-1760	134	2	,	,	PUNCT
ajoaa-1760	134	3			PROPN
ajoaa-1760	134	4	=	=	SYM
ajoaa-1760	134	5	0	0	NUM
ajoaa-1760	134	6	lies	lie	VERB
ajoaa-1760	134	7	on	on	ADP
ajoaa-1760	134	8	the	the	DET
ajoaa-1760	134	9	boundary	boundary	NOUN
ajoaa-1760	134	10	of	of	ADP
ajoaa-1760	134	11	the	the	DET
ajoaa-1760	134	12	parameter	parameter	NOUN
ajoaa-1760	134	13	space	space	NOUN
ajoaa-1760	134	14	and	and	CCONJ
ajoaa-1760	134	15	is	be	AUX
ajoaa-1760	134	16	difficult	difficult	ADJ
ajoaa-1760	134	17	to	to	PART
ajoaa-1760	134	18	test	test	VERB
ajoaa-1760	134	19	.	.	PUNCT
ajoaa-1760	135	1	if	if	SCONJ
ajoaa-1760	135	2			NUM
ajoaa-1760	135	3	=	=	SYM
ajoaa-1760	135	4	0	0	PUNCT
ajoaa-1760	135	5	is	be	AUX
ajoaa-1760	135	6	true	true	ADJ
ajoaa-1760	135	7	,	,	PUNCT
ajoaa-1760	135	8	then	then	ADV
ajoaa-1760	135	9	the	the	DET
ajoaa-1760	135	10	generalised	generalised	ADJ
ajoaa-1760	135	11	likelihood	likelihood	NOUN
ajoaa-1760	135	12	ratio	ratio	NOUN
ajoaa-1760	135	13	statistic	statistic	NOUN
ajoaa-1760	135	14	(	(	PUNCT
ajoaa-1760	135	15			X
ajoaa-1760	135	16	)	)	PUNCT
ajoaa-1760	135	17	will	will	AUX
ajoaa-1760	135	18	have	have	VERB
ajoaa-1760	135	19	a	a	DET
ajoaa-1760	135	20	mixture	mixture	NOUN
ajoaa-1760	135	21	of	of	ADP
ajoaa-1760	135	22	chi	chi	ADJ
ajoaa-1760	135	23	-	-	PUNCT
ajoaa-1760	135	24	square	square	ADJ
ajoaa-1760	135	25	distribution	distribution	NOUN
ajoaa-1760	135	26	(	(	PUNCT
ajoaa-1760	135	27	coelli	coelli	NOUN
ajoaa-1760	135	28	,	,	PUNCT
ajoaa-1760	135	29	1995	1995	NUM
ajoaa-1760	135	30	)	)	PUNCT
ajoaa-1760	135	31	.	.	PUNCT
ajoaa-1760	136	1	the	the	DET
ajoaa-1760	136	2	decision	decision	NOUN
ajoaa-1760	136	3	rule	rule	NOUN
ajoaa-1760	136	4	for	for	ADP
ajoaa-1760	136	5	one	one	NUM
ajoaa-1760	136	6	-	-	PUNCT
ajoaa-1760	136	7	sided	sided	ADJ
ajoaa-1760	136	8	generalised	generalised	ADJ
ajoaa-1760	136	9	likelihood	likelihood	NOUN
ajoaa-1760	136	10	ratio	ratio	NOUN
ajoaa-1760	136	11	test	test	NOUN
ajoaa-1760	136	12	of	of	ADP
ajoaa-1760	136	13	size	size	NOUN
ajoaa-1760	136	14	(	(	PUNCT
ajoaa-1760	136	15	α	α	NOUN
ajoaa-1760	136	16	)	)	PUNCT
ajoaa-1760	136	17	is	be	AUX
ajoaa-1760	136	18	that	that	PRON
ajoaa-1760	136	19	reject	reject	VERB
ajoaa-1760	136	20	the	the	DET
ajoaa-1760	136	21	null	null	ADJ
ajoaa-1760	136	22	hypothesis	hypothesis	NOUN
ajoaa-1760	136	23	(	(	PUNCT
ajoaa-1760	136	24	ho	ho	PROPN
ajoaa-1760	136	25	)	)	PUNCT
ajoaa-1760	136	26	in	in	ADP
ajoaa-1760	136	27	favour	favour	NOUN
ajoaa-1760	136	28	of	of	ADP
ajoaa-1760	136	29	the	the	DET
ajoaa-1760	136	30	alternative	alternative	ADJ
ajoaa-1760	136	31	hypothesis	hypothesis	NOUN
ajoaa-1760	136	32	(	(	PUNCT
ajoaa-1760	136	33	h1	h1	PROPN
ajoaa-1760	136	34	:	:	PUNCT
ajoaa-1760	136	35			NUM
ajoaa-1760	136	36	>	>	X
ajoaa-1760	136	37	0	0	NUM
ajoaa-1760	136	38	)	)	PUNCT
ajoaa-1760	136	39	if	if	SCONJ
ajoaa-1760	136	40			NOUN
ajoaa-1760	136	41	exceeds	exceed	VERB
ajoaa-1760	136	42	χ2	χ2	PROPN
ajoaa-1760	136	43	2(α	2(α	NUM
ajoaa-1760	136	44	)	)	PUNCT
ajoaa-1760	136	45	.	.	PUNCT
ajoaa-1760	137	1	from	from	ADP
ajoaa-1760	137	2	the	the	DET
ajoaa-1760	137	3	test	test	NOUN
ajoaa-1760	137	4	results	result	NOUN
ajoaa-1760	137	5	presented	present	VERB
ajoaa-1760	137	6	below	below	ADV
ajoaa-1760	137	7	,	,	PUNCT
ajoaa-1760	137	8	the	the	DET
ajoaa-1760	137	9	value	value	NOUN
ajoaa-1760	137	10	for	for	ADP
ajoaa-1760	137	11	the	the	DET
ajoaa-1760	137	12	test	test	NOUN
ajoaa-1760	137	13	at	at	ADP
ajoaa-1760	137	14	5	5	NUM
ajoaa-1760	137	15	%	%	NOUN
ajoaa-1760	137	16	is	be	AUX
ajoaa-1760	137	17	2.706	2.706	NUM
ajoaa-1760	137	18	(	(	PUNCT
ajoaa-1760	137	19	using	use	VERB
ajoaa-1760	137	20	table	table	NOUN
ajoaa-1760	137	21	1	1	NUM
ajoaa-1760	137	22	of	of	ADP
ajoaa-1760	137	23	kodde	kodde	NOUN
ajoaa-1760	137	24	and	and	CCONJ
ajoaa-1760	137	25	palm	palm	NOUN
ajoaa-1760	137	26	,	,	PUNCT
ajoaa-1760	137	27	1986	1986	NUM
ajoaa-1760	137	28	)	)	PUNCT
ajoaa-1760	137	29	.	.	PUNCT
ajoaa-1760	138	1	log	log	PROPN
ajoaa-1760	138	2	likelihood	likelihood	NOUN
ajoaa-1760	138	3	function	function	NOUN
ajoaa-1760	138	4	frontier	frontier	NOUN
ajoaa-1760	138	5	function	function	NOUN
ajoaa-1760	138	6	average	average	ADJ
ajoaa-1760	138	7	function	function	NOUN
ajoaa-1760	138	8			ADJ
ajoaa-1760	138	9	critical	critical	ADJ
ajoaa-1760	138	10	value	value	NOUN
ajoaa-1760	138	11	decision	decision	NOUN
ajoaa-1760	138	12	vegetable	vegetable	NOUN
ajoaa-1760	138	13	-0.4205	-0.4205	CCONJ
ajoaa-1760	138	14	-23.0540	-23.0540	SYM
ajoaa-1760	138	15	45.2671	45.2671	NUM
ajoaa-1760	138	16	2.706	2.706	NUM
ajoaa-1760	138	17	reject	reject	VERB
ajoaa-1760	138	18	null	null	ADJ
ajoaa-1760	138	19	hypothesis	hypothesis	NOUN
ajoaa-1760	138	20	we	we	PRON
ajoaa-1760	138	21	,	,	PUNCT
ajoaa-1760	138	22	therefore	therefore	ADV
ajoaa-1760	138	23	,	,	PUNCT
ajoaa-1760	138	24	reject	reject	VERB
ajoaa-1760	138	25	the	the	DET
ajoaa-1760	138	26	null	null	ADJ
ajoaa-1760	138	27	hypothesis	hypothesis	NOUN
ajoaa-1760	138	28	that	that	SCONJ
ajoaa-1760	138	29	there	there	PRON
ajoaa-1760	138	30	is	be	VERB
ajoaa-1760	138	31	no	no	DET
ajoaa-1760	138	32	room	room	NOUN
ajoaa-1760	138	33	for	for	ADP
ajoaa-1760	138	34	technical	technical	ADJ
ajoaa-1760	138	35	efficiency	efficiency	NOUN
ajoaa-1760	138	36	growth	growth	NOUN
ajoaa-1760	138	37	and	and	CCONJ
ajoaa-1760	138	38	conclude	conclude	VERB
ajoaa-1760	138	39	that	that	SCONJ
ajoaa-1760	138	40	inefficiency	inefficiency	NOUN
ajoaa-1760	138	41	exists	exist	VERB
ajoaa-1760	138	42	among	among	ADP
ajoaa-1760	138	43	the	the	DET
ajoaa-1760	138	44	production	production	NOUN
ajoaa-1760	138	45	units	unit	NOUN
ajoaa-1760	138	46	considered	consider	VERB
ajoaa-1760	138	47	in	in	ADP
ajoaa-1760	138	48	the	the	DET
ajoaa-1760	138	49	study	study	NOUN
ajoaa-1760	138	50	.	.	PUNCT
ajoaa-1760	139	1	the	the	DET
ajoaa-1760	139	2	second	second	ADJ
ajoaa-1760	139	3	null	null	ADJ
ajoaa-1760	139	4	hypothesis	hypothesis	NOUN
ajoaa-1760	139	5	{	{	PUNCT
ajoaa-1760	139	6	(	(	PUNCT
ajoaa-1760	139	7	ho	ho	INTJ
ajoaa-1760	139	8	:	:	PUNCT
ajoaa-1760	139	9	there	there	PRON
ajoaa-1760	139	10	is	be	VERB
ajoaa-1760	139	11	no	no	DET
ajoaa-1760	139	12	significant	significant	ADJ
ajoaa-1760	139	13	difference	difference	NOUN
ajoaa-1760	139	14	in	in	ADP
ajoaa-1760	139	15	technical	technical	ADJ
ajoaa-1760	139	16	efficiency	efficiency	NOUN
ajoaa-1760	139	17	between	between	ADP
ajoaa-1760	139	18	the	the	DET
ajoaa-1760	139	19	sampled	sample	VERB
ajoaa-1760	139	20	farmers	farmer	NOUN
ajoaa-1760	139	21	}	}	PUNCT
ajoaa-1760	139	22	was	be	AUX
ajoaa-1760	139	23	tested	test	VERB
ajoaa-1760	139	24	using	use	VERB
ajoaa-1760	139	25	the	the	DET
ajoaa-1760	139	26	analysis	analysis	NOUN
ajoaa-1760	139	27	of	of	ADP
ajoaa-1760	139	28	variance	variance	NOUN
ajoaa-1760	139	29	(	(	PUNCT
ajoaa-1760	139	30	anova	anova	NOUN
ajoaa-1760	139	31	)	)	PUNCT
ajoaa-1760	139	32	technique	technique	NOUN
ajoaa-1760	139	33	.	.	PUNCT
ajoaa-1760	140	1	from	from	ADP
ajoaa-1760	140	2	the	the	DET
ajoaa-1760	140	3	test	test	NOUN
ajoaa-1760	140	4	results	result	NOUN
ajoaa-1760	140	5	(	(	PUNCT
ajoaa-1760	140	6	see	see	VERB
ajoaa-1760	140	7	table	table	NOUN
ajoaa-1760	140	8	3	3	NUM
ajoaa-1760	140	9	)	)	PUNCT
ajoaa-1760	140	10	,	,	PUNCT
ajoaa-1760	140	11	f	f	PROPN
ajoaa-1760	140	12	calculated	calculate	VERB
ajoaa-1760	140	13	is	be	AUX
ajoaa-1760	140	14	less	less	ADJ
ajoaa-1760	140	15	than	than	ADP
ajoaa-1760	140	16	the	the	DET
ajoaa-1760	140	17	f	f	PROPN
ajoaa-1760	140	18	critical	critical	ADJ
ajoaa-1760	140	19	,	,	PUNCT
ajoaa-1760	140	20	so	so	ADV
ajoaa-1760	140	21	we	we	PRON
ajoaa-1760	140	22	fail	fail	VERB
ajoaa-1760	140	23	to	to	PART
ajoaa-1760	140	24	reject	reject	VERB
ajoaa-1760	140	25	the	the	DET
ajoaa-1760	140	26	null	null	ADJ
ajoaa-1760	140	27	hypothesis	hypothesis	NOUN
ajoaa-1760	140	28	.	.	PUNCT
ajoaa-1760	141	1	this	this	PRON
ajoaa-1760	141	2	means	mean	VERB
ajoaa-1760	141	3	that	that	SCONJ
ajoaa-1760	141	4	there	there	PRON
ajoaa-1760	141	5	is	be	VERB
ajoaa-1760	141	6	no	no	DET
ajoaa-1760	141	7	significant	significant	ADJ
ajoaa-1760	141	8	difference	difference	NOUN
ajoaa-1760	141	9	in	in	ADP
ajoaa-1760	141	10	technical	technical	ADJ
ajoaa-1760	141	11	efficiency	efficiency	NOUN
ajoaa-1760	141	12	estimates	estimate	NOUN
ajoaa-1760	141	13	between	between	ADP
ajoaa-1760	141	14	production	production	NOUN
ajoaa-1760	141	15	units	unit	NOUN
ajoaa-1760	141	16	at	at	ADP
ajoaa-1760	141	17	5	5	NUM
ajoaa-1760	141	18	%	%	NOUN
ajoaa-1760	141	19	level	level	NOUN
ajoaa-1760	141	20	of	of	ADP
ajoaa-1760	141	21	significance	significance	NOUN
ajoaa-1760	141	22	.	.	PUNCT
ajoaa-1760	142	1	the	the	DET
ajoaa-1760	142	2	absence	absence	NOUN
ajoaa-1760	142	3	of	of	ADP
ajoaa-1760	142	4	variation	variation	NOUN
ajoaa-1760	142	5	in	in	ADP
ajoaa-1760	142	6	technical	technical	ADJ
ajoaa-1760	142	7	efficiency	efficiency	NOUN
ajoaa-1760	142	8	among	among	ADP
ajoaa-1760	142	9	production	production	NOUN
ajoaa-1760	142	10	units	unit	NOUN
ajoaa-1760	142	11	in	in	ADP
ajoaa-1760	142	12	the	the	DET
ajoaa-1760	142	13	statistical	statistical	ADJ
ajoaa-1760	142	14	sense	sense	NOUN
ajoaa-1760	142	15	implies	imply	VERB
ajoaa-1760	142	16	that	that	SCONJ
ajoaa-1760	142	17	any	any	DET
ajoaa-1760	142	18	observed	observed	ADJ
ajoaa-1760	142	19	differences	difference	NOUN
ajoaa-1760	142	20	are	be	AUX
ajoaa-1760	142	21	probably	probably	ADV
ajoaa-1760	142	22	due	due	ADJ
ajoaa-1760	142	23	to	to	PART
ajoaa-1760	142	24	chance	chance	NOUN
ajoaa-1760	142	25	or	or	CCONJ
ajoaa-1760	142	26	measurement	measurement	NOUN
ajoaa-1760	142	27	errors	error	NOUN
ajoaa-1760	142	28	.	.	PUNCT
ajoaa-1760	143	1	table	table	NOUN
ajoaa-1760	143	2	3	3	NUM
ajoaa-1760	143	3	:	:	PUNCT
ajoaa-1760	143	4	hypothesis	hypothesis	NOUN
ajoaa-1760	143	5	testing	testing	NOUN
ajoaa-1760	143	6	using	use	VERB
ajoaa-1760	143	7	analysis	analysis	NOUN
ajoaa-1760	143	8	of	of	ADP
ajoaa-1760	143	9	variance	variance	NOUN
ajoaa-1760	143	10	(	(	PUNCT
ajoaa-1760	143	11	anova	anova	PROPN
ajoaa-1760	143	12	)	)	PUNCT
ajoaa-1760	143	13	source	source	NOUN
ajoaa-1760	144	1	df	df	PROPN
ajoaa-1760	144	2	ss	ss	PROPN
ajoaa-1760	145	1	ms	ms	PROPN
ajoaa-1760	145	2	f	f	PROPN
ajoaa-1760	145	3	f	f	PROPN
ajoaa-1760	145	4	-	-	PUNCT
ajoaa-1760	145	5	critical	critical	ADJ
ajoaa-1760	145	6	regression	regression	NOUN
ajoaa-1760	145	7	1	1	NUM
ajoaa-1760	145	8	0.4533	0.4533	NUM
ajoaa-1760	145	9	0.4533	0.4533	NUM
ajoaa-1760	145	10	0.9429	0.9429	NUM
ajoaa-1760	145	11	3.6800	3.6800	NUM
ajoaa-1760	145	12	error	error	NOUN
ajoaa-1760	145	13	134	134	NUM
ajoaa-1760	145	14	64.4165	64.4165	NUM
ajoaa-1760	145	15	0.4807	0.4807	NUM
ajoaa-1760	145	16	total	total	ADJ
ajoaa-1760	145	17	135	135	NUM
ajoaa-1760	145	18	64.4440	64.4440	NUM
ajoaa-1760	145	19	asian	asian	ADJ
ajoaa-1760	145	20	journal	journal	NOUN
ajoaa-1760	145	21	of	of	ADP
ajoaa-1760	145	22	agriculture	agriculture	NOUN
ajoaa-1760	145	23	and	and	CCONJ
ajoaa-1760	145	24	rural	rural	ADJ
ajoaa-1760	145	25	development	development	NOUN
ajoaa-1760	145	26	,	,	PUNCT
ajoaa-1760	145	27	8(2)2018	8(2)2018	NUM
ajoaa-1760	145	28	:	:	PUNCT
ajoaa-1760	145	29	92	92	NUM
ajoaa-1760	145	30	-	-	SYM
ajoaa-1760	145	31	103	103	NUM
ajoaa-1760	145	32	99	99	NUM
ajoaa-1760	145	33	3.2	3.2	NUM
ajoaa-1760	145	34	.	.	PUNCT
ajoaa-1760	146	1	distribution	distribution	NOUN
ajoaa-1760	146	2	of	of	ADP
ajoaa-1760	146	3	technical	technical	ADJ
ajoaa-1760	146	4	efficiency	efficiency	NOUN
ajoaa-1760	146	5	scores	score	NOUN
ajoaa-1760	146	6	the	the	DET
ajoaa-1760	146	7	farmer	farmer	NOUN
ajoaa-1760	146	8	-	-	PUNCT
ajoaa-1760	146	9	specific	specific	ADJ
ajoaa-1760	146	10	technical	technical	ADJ
ajoaa-1760	146	11	efficiency	efficiency	NOUN
ajoaa-1760	146	12	estimates	estimate	NOUN
ajoaa-1760	146	13	showed	show	VERB
ajoaa-1760	146	14	a	a	DET
ajoaa-1760	146	15	great	great	ADJ
ajoaa-1760	146	16	variation	variation	NOUN
ajoaa-1760	146	17	in	in	ADP
ajoaa-1760	146	18	efficiency	efficiency	NOUN
ajoaa-1760	146	19	levels	level	NOUN
ajoaa-1760	146	20	among	among	ADP
ajoaa-1760	146	21	the	the	DET
ajoaa-1760	146	22	production	production	NOUN
ajoaa-1760	146	23	units	unit	NOUN
ajoaa-1760	146	24	considered	consider	VERB
ajoaa-1760	146	25	in	in	ADP
ajoaa-1760	146	26	the	the	DET
ajoaa-1760	146	27	study	study	NOUN
ajoaa-1760	146	28	.	.	PUNCT
ajoaa-1760	147	1	it	it	PRON
ajoaa-1760	147	2	is	be	AUX
ajoaa-1760	147	3	appropriate	appropriate	ADJ
ajoaa-1760	147	4	to	to	PART
ajoaa-1760	147	5	question	question	VERB
ajoaa-1760	147	6	why	why	SCONJ
ajoaa-1760	147	7	some	some	DET
ajoaa-1760	147	8	producers	producer	NOUN
ajoaa-1760	147	9	can	can	AUX
ajoaa-1760	147	10	achieve	achieve	VERB
ajoaa-1760	147	11	relatively	relatively	ADV
ajoaa-1760	147	12	high	high	ADJ
ajoaa-1760	147	13	-	-	PUNCT
ajoaa-1760	147	14	efficiency	efficiency	NOUN
ajoaa-1760	147	15	levels	level	NOUN
ajoaa-1760	147	16	whilst	whilst	SCONJ
ajoaa-1760	147	17	others	other	NOUN
ajoaa-1760	147	18	are	be	AUX
ajoaa-1760	147	19	technically	technically	ADV
ajoaa-1760	147	20	less	less	ADV
ajoaa-1760	147	21	efficient	efficient	ADJ
ajoaa-1760	147	22	.	.	PUNCT
ajoaa-1760	148	1	the	the	DET
ajoaa-1760	148	2	variation	variation	NOUN
ajoaa-1760	148	3	is	be	AUX
ajoaa-1760	148	4	probably	probably	ADV
ajoaa-1760	148	5	due	due	ADJ
ajoaa-1760	148	6	to	to	ADP
ajoaa-1760	148	7	differences	difference	NOUN
ajoaa-1760	148	8	in	in	ADP
ajoaa-1760	148	9	managerial	managerial	ADJ
ajoaa-1760	148	10	decisions	decision	NOUN
ajoaa-1760	148	11	and	and	CCONJ
ajoaa-1760	148	12	farm	farm	NOUN
ajoaa-1760	148	13	characteristics	characteristic	NOUN
ajoaa-1760	148	14	that	that	PRON
ajoaa-1760	148	15	may	may	AUX
ajoaa-1760	148	16	affect	affect	VERB
ajoaa-1760	148	17	the	the	DET
ajoaa-1760	148	18	ability	ability	NOUN
ajoaa-1760	148	19	of	of	ADP
ajoaa-1760	148	20	farmers	farmer	NOUN
ajoaa-1760	148	21	to	to	PART
ajoaa-1760	148	22	adequately	adequately	ADV
ajoaa-1760	148	23	utilise	utilise	VERB
ajoaa-1760	148	24	the	the	DET
ajoaa-1760	148	25	existing	exist	VERB
ajoaa-1760	148	26	technology	technology	NOUN
ajoaa-1760	148	27	.	.	PUNCT
ajoaa-1760	149	1	table	table	NOUN
ajoaa-1760	149	2	4	4	NUM
ajoaa-1760	149	3	:	:	PUNCT
ajoaa-1760	149	4	distribution	distribution	NOUN
ajoaa-1760	149	5	of	of	ADP
ajoaa-1760	149	6	technical	technical	ADJ
ajoaa-1760	149	7	efficiency	efficiency	NOUN
ajoaa-1760	149	8	scores	score	VERB
ajoaa-1760	149	9	technical	technical	ADJ
ajoaa-1760	149	10	efficiency	efficiency	NOUN
ajoaa-1760	149	11	(	(	PUNCT
ajoaa-1760	149	12	%	%	INTJ
ajoaa-1760	149	13	)	)	PUNCT
ajoaa-1760	149	14	frequency	frequency	NOUN
ajoaa-1760	149	15	percentage	percentage	NOUN
ajoaa-1760	149	16	(	(	PUNCT
ajoaa-1760	149	17	%	%	NOUN
ajoaa-1760	149	18	)	)	PUNCT
ajoaa-1760	149	19	cumulative	cumulative	ADJ
ajoaa-1760	149	20	(	(	PUNCT
ajoaa-1760	149	21	%	%	INTJ
ajoaa-1760	149	22	)	)	PUNCT
ajoaa-1760	149	23	less	less	ADJ
ajoaa-1760	149	24	than	than	ADP
ajoaa-1760	149	25	30	30	NUM
ajoaa-1760	149	26	7	7	NUM
ajoaa-1760	149	27	5.18	5.18	NUM
ajoaa-1760	149	28	5.18	5.18	NUM
ajoaa-1760	149	29	30	30	NUM
ajoaa-1760	149	30	–	–	PUNCT
ajoaa-1760	149	31	40	40	NUM
ajoaa-1760	149	32	8	8	NUM
ajoaa-1760	149	33	5.92	5.92	NUM
ajoaa-1760	149	34	11.11	11.11	NUM
ajoaa-1760	149	35	41	41	NUM
ajoaa-1760	149	36	–	–	PUNCT
ajoaa-1760	149	37	50	50	NUM
ajoaa-1760	149	38	7	7	NUM
ajoaa-1760	149	39	5.18	5.18	NUM
ajoaa-1760	149	40	16.29	16.29	NUM
ajoaa-1760	149	41	51	51	NUM
ajoaa-1760	149	42	–	–	PUNCT
ajoaa-1760	149	43	60	60	NUM
ajoaa-1760	149	44	12	12	NUM
ajoaa-1760	149	45	8.88	8.88	NUM
ajoaa-1760	149	46	25.18	25.18	NUM
ajoaa-1760	149	47	61	61	NUM
ajoaa-1760	149	48	–	–	PUNCT
ajoaa-1760	149	49	70	70	NUM
ajoaa-1760	149	50	15	15	NUM
ajoaa-1760	149	51	11.11	11.11	NUM
ajoaa-1760	149	52	36.29	36.29	NUM
ajoaa-1760	149	53	71	71	NUM
ajoaa-1760	149	54	–	–	PUNCT
ajoaa-1760	149	55	80	80	NUM
ajoaa-1760	149	56	67	67	NUM
ajoaa-1760	149	57	49.62	49.62	NUM
ajoaa-1760	149	58	85.92	85.92	NUM
ajoaa-1760	149	59	81	81	NUM
ajoaa-1760	149	60	–	–	PUNCT
ajoaa-1760	149	61	90	90	NUM
ajoaa-1760	149	62	17	17	NUM
ajoaa-1760	149	63	12.59	12.59	NUM
ajoaa-1760	149	64	98.51	98.51	NUM
ajoaa-1760	149	65	91	91	NUM
ajoaa-1760	149	66	–	–	SYM
ajoaa-1760	149	67	100	100	NUM
ajoaa-1760	149	68	2	2	NUM
ajoaa-1760	149	69	1.48	1.48	NUM
ajoaa-1760	149	70	100	100	NUM
ajoaa-1760	149	71	total	total	ADJ
ajoaa-1760	149	72	135	135	NUM
ajoaa-1760	149	73	100	100	NUM
ajoaa-1760	149	74	distribution	distribution	NOUN
ajoaa-1760	149	75	of	of	ADP
ajoaa-1760	149	76	the	the	DET
ajoaa-1760	149	77	efficiency	efficiency	NOUN
ajoaa-1760	149	78	scores	score	NOUN
ajoaa-1760	149	79	revealed	reveal	VERB
ajoaa-1760	149	80	that	that	SCONJ
ajoaa-1760	149	81	about	about	ADV
ajoaa-1760	149	82	50	50	NUM
ajoaa-1760	149	83	%	%	NOUN
ajoaa-1760	149	84	of	of	ADP
ajoaa-1760	149	85	farmers	farmer	NOUN
ajoaa-1760	149	86	operate	operate	VERB
ajoaa-1760	149	87	within	within	ADP
ajoaa-1760	149	88	the	the	DET
ajoaa-1760	149	89	efficiency	efficiency	NOUN
ajoaa-1760	149	90	range	range	NOUN
ajoaa-1760	149	91	of	of	ADP
ajoaa-1760	149	92	71	71	NUM
ajoaa-1760	149	93	-	-	SYM
ajoaa-1760	149	94	80	80	NUM
ajoaa-1760	149	95	%	%	NOUN
ajoaa-1760	149	96	while	while	SCONJ
ajoaa-1760	149	97	13	13	NUM
ajoaa-1760	149	98	%	%	NOUN
ajoaa-1760	149	99	were	be	AUX
ajoaa-1760	149	100	operating	operate	VERB
ajoaa-1760	149	101	between	between	ADP
ajoaa-1760	149	102	81	81	NUM
ajoaa-1760	149	103	to	to	PART
ajoaa-1760	149	104	90	90	NUM
ajoaa-1760	149	105	%	%	NOUN
ajoaa-1760	149	106	.	.	PUNCT
ajoaa-1760	150	1	only	only	ADV
ajoaa-1760	150	2	a	a	DET
ajoaa-1760	150	3	few	few	ADJ
ajoaa-1760	150	4	farmers	farmer	NOUN
ajoaa-1760	150	5	(	(	PUNCT
ajoaa-1760	150	6	1.5	1.5	NUM
ajoaa-1760	150	7	%	%	NOUN
ajoaa-1760	150	8	)	)	PUNCT
ajoaa-1760	150	9	were	be	AUX
ajoaa-1760	150	10	operating	operate	VERB
ajoaa-1760	150	11	within	within	ADP
ajoaa-1760	150	12	the	the	DET
ajoaa-1760	150	13	efficiency	efficiency	NOUN
ajoaa-1760	150	14	range	range	NOUN
ajoaa-1760	150	15	of	of	ADP
ajoaa-1760	150	16	91	91	NUM
ajoaa-1760	150	17	-	-	SYM
ajoaa-1760	150	18	100	100	NUM
ajoaa-1760	150	19	%	%	NOUN
ajoaa-1760	150	20	.	.	PUNCT
ajoaa-1760	151	1	this	this	PRON
ajoaa-1760	151	2	is	be	AUX
ajoaa-1760	151	3	reflected	reflect	VERB
ajoaa-1760	151	4	in	in	ADP
ajoaa-1760	151	5	the	the	DET
ajoaa-1760	151	6	cumulative	cumulative	ADJ
ajoaa-1760	151	7	percentage	percentage	NOUN
ajoaa-1760	151	8	as	as	ADP
ajoaa-1760	151	9	a	a	DET
ajoaa-1760	151	10	greater	great	ADJ
ajoaa-1760	151	11	number	number	NOUN
ajoaa-1760	151	12	of	of	ADP
ajoaa-1760	151	13	farmers	farmer	NOUN
ajoaa-1760	151	14	(	(	PUNCT
ajoaa-1760	151	15	36	36	NUM
ajoaa-1760	151	16	%	%	NOUN
ajoaa-1760	151	17	)	)	PUNCT
ajoaa-1760	151	18	operated	operate	VERB
ajoaa-1760	151	19	below	below	ADP
ajoaa-1760	151	20	70	70	NUM
ajoaa-1760	151	21	%	%	NOUN
ajoaa-1760	151	22	efficiency	efficiency	NOUN
ajoaa-1760	151	23	level	level	NOUN
ajoaa-1760	151	24	.	.	PUNCT
ajoaa-1760	152	1	the	the	DET
ajoaa-1760	152	2	study	study	NOUN
ajoaa-1760	152	3	shows	show	VERB
ajoaa-1760	152	4	that	that	SCONJ
ajoaa-1760	152	5	technical	technical	ADJ
ajoaa-1760	152	6	efficiency	efficiency	NOUN
ajoaa-1760	152	7	levels	level	NOUN
ajoaa-1760	152	8	achieved	achieve	VERB
ajoaa-1760	152	9	by	by	ADP
ajoaa-1760	152	10	vegetable	vegetable	NOUN
ajoaa-1760	152	11	farmers	farmer	NOUN
ajoaa-1760	152	12	in	in	ADP
ajoaa-1760	152	13	the	the	DET
ajoaa-1760	152	14	metropolis	metropolis	ADJ
ajoaa-1760	152	15	range	range	NOUN
ajoaa-1760	152	16	from	from	ADP
ajoaa-1760	152	17	a	a	DET
ajoaa-1760	152	18	minimum	minimum	NOUN
ajoaa-1760	152	19	of	of	ADP
ajoaa-1760	152	20	22	22	NUM
ajoaa-1760	152	21	%	%	NOUN
ajoaa-1760	152	22	to	to	ADP
ajoaa-1760	152	23	the	the	DET
ajoaa-1760	152	24	highest	high	ADJ
ajoaa-1760	152	25	of	of	ADP
ajoaa-1760	152	26	95	95	NUM
ajoaa-1760	152	27	%	%	NOUN
ajoaa-1760	152	28	.	.	PUNCT
ajoaa-1760	153	1	the	the	DET
ajoaa-1760	153	2	minimum	minimum	ADJ
ajoaa-1760	153	3	efficiency	efficiency	NOUN
ajoaa-1760	153	4	score	score	NOUN
ajoaa-1760	153	5	of	of	ADP
ajoaa-1760	153	6	22	22	NUM
ajoaa-1760	153	7	%	%	NOUN
ajoaa-1760	153	8	means	mean	VERB
ajoaa-1760	153	9	that	that	SCONJ
ajoaa-1760	153	10	such	such	ADJ
ajoaa-1760	153	11	production	production	NOUN
ajoaa-1760	153	12	units	unit	NOUN
ajoaa-1760	153	13	are	be	AUX
ajoaa-1760	153	14	far	far	ADV
ajoaa-1760	153	15	below	below	ADP
ajoaa-1760	153	16	the	the	DET
ajoaa-1760	153	17	efficient	efficient	ADJ
ajoaa-1760	153	18	frontier	frontier	NOUN
ajoaa-1760	153	19	by	by	ADP
ajoaa-1760	153	20	78	78	NUM
ajoaa-1760	153	21	%	%	NOUN
ajoaa-1760	153	22	and	and	CCONJ
ajoaa-1760	153	23	are	be	AUX
ajoaa-1760	153	24	technically	technically	ADV
ajoaa-1760	153	25	inefficient	inefficient	ADJ
ajoaa-1760	153	26	.	.	PUNCT
ajoaa-1760	154	1	the	the	DET
ajoaa-1760	154	2	highest	high	ADJ
ajoaa-1760	154	3	level	level	NOUN
ajoaa-1760	154	4	of	of	ADP
ajoaa-1760	154	5	technical	technical	ADJ
ajoaa-1760	154	6	efficiency	efficiency	NOUN
ajoaa-1760	154	7	(	(	PUNCT
ajoaa-1760	154	8	95	95	NUM
ajoaa-1760	154	9	%	%	NOUN
ajoaa-1760	154	10	)	)	PUNCT
ajoaa-1760	154	11	suggests	suggest	VERB
ajoaa-1760	154	12	that	that	SCONJ
ajoaa-1760	154	13	such	such	ADJ
ajoaa-1760	154	14	production	production	NOUN
ajoaa-1760	154	15	units	unit	NOUN
ajoaa-1760	154	16	are	be	AUX
ajoaa-1760	154	17	only	only	ADV
ajoaa-1760	154	18	5	5	NUM
ajoaa-1760	154	19	%	%	NOUN
ajoaa-1760	154	20	away	away	ADV
ajoaa-1760	154	21	from	from	ADP
ajoaa-1760	154	22	the	the	DET
ajoaa-1760	154	23	frontier	frontier	NOUN
ajoaa-1760	154	24	.	.	PUNCT
ajoaa-1760	155	1	considering	consider	VERB
ajoaa-1760	155	2	the	the	DET
ajoaa-1760	155	3	fact	fact	NOUN
ajoaa-1760	155	4	that	that	SCONJ
ajoaa-1760	155	5	in	in	ADP
ajoaa-1760	155	6	reality	reality	NOUN
ajoaa-1760	155	7	production	production	NOUN
ajoaa-1760	155	8	units	unit	NOUN
ajoaa-1760	155	9	hardly	hardly	ADV
ajoaa-1760	155	10	operate	operate	VERB
ajoaa-1760	155	11	at	at	ADP
ajoaa-1760	155	12	100	100	NUM
ajoaa-1760	155	13	%	%	NOUN
ajoaa-1760	155	14	level	level	NOUN
ajoaa-1760	155	15	of	of	ADP
ajoaa-1760	155	16	efficiency	efficiency	NOUN
ajoaa-1760	155	17	,	,	PUNCT
ajoaa-1760	155	18	the	the	DET
ajoaa-1760	155	19	performance	performance	NOUN
ajoaa-1760	155	20	of	of	ADP
ajoaa-1760	155	21	such	such	ADJ
ajoaa-1760	155	22	units	unit	NOUN
ajoaa-1760	155	23	can	can	AUX
ajoaa-1760	155	24	be	be	AUX
ajoaa-1760	155	25	said	say	VERB
ajoaa-1760	155	26	to	to	PART
ajoaa-1760	155	27	be	be	AUX
ajoaa-1760	155	28	good	good	ADJ
ajoaa-1760	155	29	.	.	PUNCT
ajoaa-1760	156	1	the	the	DET
ajoaa-1760	156	2	mean	mean	ADJ
ajoaa-1760	156	3	technical	technical	ADJ
ajoaa-1760	156	4	efficiency	efficiency	NOUN
ajoaa-1760	156	5	of	of	ADP
ajoaa-1760	156	6	the	the	DET
ajoaa-1760	156	7	pooled	pool	VERB
ajoaa-1760	156	8	sample	sample	NOUN
ajoaa-1760	156	9	is	be	AUX
ajoaa-1760	156	10	66.7	66.7	NUM
ajoaa-1760	156	11	%	%	NOUN
ajoaa-1760	156	12	,	,	PUNCT
ajoaa-1760	156	13	meaning	mean	VERB
ajoaa-1760	156	14	that	that	SCONJ
ajoaa-1760	156	15	on	on	ADP
ajoaa-1760	156	16	the	the	DET
ajoaa-1760	156	17	average	average	NOUN
ajoaa-1760	156	18	,	,	PUNCT
ajoaa-1760	156	19	33.3	33.3	NUM
ajoaa-1760	156	20	%	%	NOUN
ajoaa-1760	156	21	more	more	ADJ
ajoaa-1760	156	22	output	output	NOUN
ajoaa-1760	156	23	could	could	AUX
ajoaa-1760	156	24	be	be	AUX
ajoaa-1760	156	25	produced	produce	VERB
ajoaa-1760	156	26	using	use	VERB
ajoaa-1760	156	27	the	the	DET
ajoaa-1760	156	28	same	same	ADJ
ajoaa-1760	156	29	level	level	NOUN
ajoaa-1760	156	30	of	of	ADP
ajoaa-1760	156	31	inputs	input	NOUN
ajoaa-1760	156	32	if	if	SCONJ
ajoaa-1760	156	33	farmers	farmer	NOUN
ajoaa-1760	156	34	were	be	AUX
ajoaa-1760	156	35	producing	produce	VERB
ajoaa-1760	156	36	on	on	ADP
ajoaa-1760	156	37	the	the	DET
ajoaa-1760	156	38	frontier	frontier	NOUN
ajoaa-1760	156	39	following	follow	VERB
ajoaa-1760	156	40	best	good	ADJ
ajoaa-1760	156	41	practices	practice	NOUN
ajoaa-1760	156	42	.	.	PUNCT
ajoaa-1760	157	1	inefficiency	inefficiency	NOUN
ajoaa-1760	157	2	,	,	PUNCT
ajoaa-1760	157	3	therefore	therefore	ADV
ajoaa-1760	157	4	,	,	PUNCT
ajoaa-1760	157	5	exists	exist	VERB
ajoaa-1760	157	6	in	in	ADP
ajoaa-1760	157	7	the	the	DET
ajoaa-1760	157	8	urban	urban	ADJ
ajoaa-1760	157	9	vegetable	vegetable	NOUN
ajoaa-1760	157	10	farming	farming	NOUN
ajoaa-1760	157	11	system	system	NOUN
ajoaa-1760	157	12	.	.	PUNCT
ajoaa-1760	158	1	this	this	DET
ajoaa-1760	158	2	outcome	outcome	NOUN
ajoaa-1760	158	3	compares	compare	VERB
ajoaa-1760	158	4	favourably	favourably	ADV
ajoaa-1760	158	5	with	with	ADP
ajoaa-1760	158	6	findings	finding	NOUN
ajoaa-1760	158	7	from	from	ADP
ajoaa-1760	158	8	previous	previous	ADJ
ajoaa-1760	158	9	studies	study	NOUN
ajoaa-1760	158	10	on	on	ADP
ajoaa-1760	158	11	vegetable	vegetable	NOUN
ajoaa-1760	158	12	production	production	NOUN
ajoaa-1760	158	13	efficiency	efficiency	NOUN
ajoaa-1760	158	14	(	(	PUNCT
ajoaa-1760	158	15	ullah	ullah	PROPN
ajoaa-1760	158	16	et	et	PROPN
ajoaa-1760	158	17	al	al	PROPN
ajoaa-1760	158	18	.	.	PROPN
ajoaa-1760	158	19	,	,	PUNCT
ajoaa-1760	158	20	2017	2017	NUM
ajoaa-1760	158	21	;	;	PUNCT
ajoaa-1760	158	22	akamin	akamin	NOUN
ajoaa-1760	158	23	et	et	PROPN
ajoaa-1760	158	24	al	al	PROPN
ajoaa-1760	158	25	.	.	PROPN
ajoaa-1760	158	26	,	,	PUNCT
ajoaa-1760	158	27	2017	2017	NUM
ajoaa-1760	158	28	)	)	PUNCT
ajoaa-1760	158	29	which	which	PRON
ajoaa-1760	158	30	reported	report	VERB
ajoaa-1760	158	31	mean	mean	ADJ
ajoaa-1760	158	32	values	value	NOUN
ajoaa-1760	158	33	of	of	ADP
ajoaa-1760	158	34	85	85	NUM
ajoaa-1760	158	35	%	%	NOUN
ajoaa-1760	158	36	and	and	CCONJ
ajoaa-1760	158	37	67	67	NUM
ajoaa-1760	158	38	%	%	NOUN
ajoaa-1760	158	39	respectively	respectively	ADV
ajoaa-1760	158	40	.	.	PUNCT
ajoaa-1760	159	1	3.3	3.3	NUM
ajoaa-1760	159	2	.	.	PUNCT
ajoaa-1760	160	1	allocative	allocative	ADJ
ajoaa-1760	160	2	efficiency	efficiency	NOUN
ajoaa-1760	160	3	estimates	estimate	VERB
ajoaa-1760	160	4	the	the	DET
ajoaa-1760	160	5	ols	ol	NOUN
ajoaa-1760	160	6	estimated	estimate	VERB
ajoaa-1760	160	7	results	result	NOUN
ajoaa-1760	160	8	alongside	alongside	ADP
ajoaa-1760	160	9	the	the	DET
ajoaa-1760	160	10	mean	mean	ADJ
ajoaa-1760	160	11	values	value	NOUN
ajoaa-1760	160	12	of	of	ADP
ajoaa-1760	160	13	the	the	DET
ajoaa-1760	160	14	variables	variable	NOUN
ajoaa-1760	160	15	included	include	VERB
ajoaa-1760	160	16	in	in	ADP
ajoaa-1760	160	17	the	the	DET
ajoaa-1760	160	18	model	model	NOUN
ajoaa-1760	160	19	were	be	AUX
ajoaa-1760	160	20	used	use	VERB
ajoaa-1760	160	21	to	to	PART
ajoaa-1760	160	22	establish	establish	VERB
ajoaa-1760	160	23	the	the	DET
ajoaa-1760	160	24	allocative	allocative	ADJ
ajoaa-1760	160	25	efficiency	efficiency	NOUN
ajoaa-1760	160	26	level	level	NOUN
ajoaa-1760	160	27	of	of	ADP
ajoaa-1760	160	28	factor	factor	NOUN
ajoaa-1760	160	29	inputs	input	NOUN
ajoaa-1760	160	30	.	.	PUNCT
ajoaa-1760	161	1	the	the	DET
ajoaa-1760	161	2	marginal	marginal	ADJ
ajoaa-1760	161	3	value	value	NOUN
ajoaa-1760	161	4	product	product	NOUN
ajoaa-1760	161	5	(	(	PUNCT
ajoaa-1760	161	6	mvp	mvp	NOUN
ajoaa-1760	161	7	)	)	PUNCT
ajoaa-1760	161	8	,	,	PUNCT
ajoaa-1760	161	9	as	as	ADV
ajoaa-1760	161	10	well	well	ADV
ajoaa-1760	161	11	as	as	ADP
ajoaa-1760	161	12	the	the	DET
ajoaa-1760	161	13	marginal	marginal	ADJ
ajoaa-1760	161	14	factor	factor	NOUN
ajoaa-1760	161	15	costs	cost	NOUN
ajoaa-1760	161	16	(	(	PUNCT
ajoaa-1760	161	17	mfc	mfc	PROPN
ajoaa-1760	161	18	)	)	PUNCT
ajoaa-1760	161	19	obtained	obtain	VERB
ajoaa-1760	161	20	for	for	ADP
ajoaa-1760	161	21	land	land	NOUN
ajoaa-1760	161	22	and	and	CCONJ
ajoaa-1760	161	23	labour	labour	NOUN
ajoaa-1760	161	24	,	,	PUNCT
ajoaa-1760	161	25	were	be	AUX
ajoaa-1760	161	26	used	use	VERB
ajoaa-1760	161	27	to	to	PART
ajoaa-1760	161	28	compute	compute	VERB
ajoaa-1760	161	29	the	the	DET
ajoaa-1760	161	30	allocative	allocative	ADJ
ajoaa-1760	161	31	efficiency	efficiency	NOUN
ajoaa-1760	161	32	index	index	NOUN
ajoaa-1760	161	33	(	(	PUNCT
ajoaa-1760	161	34	r	r	NOUN
ajoaa-1760	161	35	)	)	PUNCT
ajoaa-1760	161	36	as	as	SCONJ
ajoaa-1760	161	37	presented	present	VERB
ajoaa-1760	161	38	in	in	ADP
ajoaa-1760	161	39	table	table	NOUN
ajoaa-1760	161	40	5	5	NUM
ajoaa-1760	161	41	.	.	PUNCT
ajoaa-1760	161	42	table	table	NOUN
ajoaa-1760	161	43	5	5	NUM
ajoaa-1760	161	44	:	:	PUNCT
ajoaa-1760	161	45	allocative	allocative	ADJ
ajoaa-1760	161	46	efficiency	efficiency	NOUN
ajoaa-1760	161	47	estimates	estimate	NOUN
ajoaa-1760	161	48	for	for	ADP
ajoaa-1760	161	49	land	land	NOUN
ajoaa-1760	161	50	and	and	CCONJ
ajoaa-1760	161	51	labour	labour	ADJ
ajoaa-1760	161	52	variable	variable	ADJ
ajoaa-1760	161	53	mvp	mvp	PROPN
ajoaa-1760	161	54	mfc	mfc	PROPN
ajoaa-1760	161	55	r=	r=	PROPN
ajoaa-1760	161	56	mvp	mvp	PROPN
ajoaa-1760	161	57	/	/	SYM
ajoaa-1760	161	58	mfc	mfc	PROPN
ajoaa-1760	161	59	land	land	NOUN
ajoaa-1760	161	60	30,378	30,378	NUM
ajoaa-1760	161	61	63,725	63,725	NUM
ajoaa-1760	161	62	0.4767	0.4767	NUM
ajoaa-1760	161	63	labour	labour	NOUN
ajoaa-1760	161	64	3,645	3,645	NUM
ajoaa-1760	161	65	8,000	8,000	NUM
ajoaa-1760	161	66	0.4556	0.4556	NUM
ajoaa-1760	161	67	the	the	DET
ajoaa-1760	161	68	allocative	allocative	ADJ
ajoaa-1760	161	69	efficiency	efficiency	NOUN
ajoaa-1760	161	70	ratios	ratio	NOUN
ajoaa-1760	161	71	for	for	ADP
ajoaa-1760	161	72	land	land	NOUN
ajoaa-1760	161	73	and	and	CCONJ
ajoaa-1760	161	74	labour	labour	NOUN
ajoaa-1760	161	75	are	be	AUX
ajoaa-1760	161	76	less	less	ADJ
ajoaa-1760	161	77	than	than	ADP
ajoaa-1760	161	78	one	one	NUM
ajoaa-1760	161	79	,	,	PUNCT
ajoaa-1760	161	80	suggesting	suggest	VERB
ajoaa-1760	161	81	over	over	ADP
ajoaa-1760	161	82	-	-	PUNCT
ajoaa-1760	161	83	utilisation	utilisation	NOUN
ajoaa-1760	161	84	(	(	PUNCT
ajoaa-1760	161	85	inefficient	inefficient	ADJ
ajoaa-1760	161	86	use	use	NOUN
ajoaa-1760	161	87	)	)	PUNCT
ajoaa-1760	161	88	of	of	ADP
ajoaa-1760	161	89	these	these	DET
ajoaa-1760	161	90	inputs	input	NOUN
ajoaa-1760	161	91	by	by	ADP
ajoaa-1760	161	92	farmers	farmer	NOUN
ajoaa-1760	161	93	(	(	PUNCT
ajoaa-1760	161	94	table	table	NOUN
ajoaa-1760	161	95	5	5	NUM
ajoaa-1760	161	96	)	)	PUNCT
ajoaa-1760	161	97	.	.	PUNCT
ajoaa-1760	162	1	this	this	PRON
ajoaa-1760	162	2	means	mean	VERB
ajoaa-1760	162	3	that	that	SCONJ
ajoaa-1760	162	4	the	the	DET
ajoaa-1760	162	5	two	two	NUM
ajoaa-1760	162	6	factors	factor	NOUN
ajoaa-1760	162	7	of	of	ADP
ajoaa-1760	162	8	production	production	NOUN
ajoaa-1760	162	9	are	be	AUX
ajoaa-1760	162	10	paid	pay	VERB
ajoaa-1760	162	11	much	much	ADV
ajoaa-1760	162	12	more	more	ADJ
ajoaa-1760	162	13	than	than	ADP
ajoaa-1760	162	14	their	their	PRON
ajoaa-1760	162	15	mvp	mvp	NOUN
ajoaa-1760	162	16	in	in	ADP
ajoaa-1760	162	17	the	the	DET
ajoaa-1760	162	18	vegetable	vegetable	NOUN
ajoaa-1760	162	19	production	production	NOUN
ajoaa-1760	162	20	process	process	NOUN
ajoaa-1760	162	21	.	.	PUNCT
ajoaa-1760	163	1	nearly	nearly	ADV
ajoaa-1760	163	2	all	all	PRON
ajoaa-1760	163	3	farm	farm	NOUN
ajoaa-1760	163	4	operations	operation	NOUN
ajoaa-1760	163	5	are	be	AUX
ajoaa-1760	163	6	done	do	VERB
ajoaa-1760	163	7	manually	manually	ADV
ajoaa-1760	163	8	by	by	ADP
ajoaa-1760	163	9	farmers	farmer	NOUN
ajoaa-1760	163	10	under	under	ADP
ajoaa-1760	163	11	intensive	intensive	ADJ
ajoaa-1760	163	12	cultivation	cultivation	NOUN
ajoaa-1760	163	13	and	and	CCONJ
ajoaa-1760	163	14	the	the	DET
ajoaa-1760	163	15	effects	effect	NOUN
ajoaa-1760	163	16	of	of	ADP
ajoaa-1760	163	17	urbanisation	urbanisation	NOUN
ajoaa-1760	163	18	asian	asian	ADJ
ajoaa-1760	163	19	journal	journal	NOUN
ajoaa-1760	163	20	of	of	ADP
ajoaa-1760	163	21	agriculture	agriculture	NOUN
ajoaa-1760	163	22	and	and	CCONJ
ajoaa-1760	163	23	rural	rural	ADJ
ajoaa-1760	163	24	development	development	NOUN
ajoaa-1760	163	25	,	,	PUNCT
ajoaa-1760	163	26	8(2)2018	8(2)2018	NUM
ajoaa-1760	163	27	:	:	PUNCT
ajoaa-1760	163	28	92	92	NUM
ajoaa-1760	163	29	-	-	SYM
ajoaa-1760	163	30	103	103	NUM
ajoaa-1760	163	31	100	100	NUM
ajoaa-1760	163	32	and	and	CCONJ
ajoaa-1760	163	33	scarcity	scarcity	NOUN
ajoaa-1760	163	34	of	of	ADP
ajoaa-1760	163	35	water	water	NOUN
ajoaa-1760	163	36	resources	resource	NOUN
ajoaa-1760	163	37	often	often	ADV
ajoaa-1760	163	38	restrict	restrict	VERB
ajoaa-1760	163	39	farmers	farmer	NOUN
ajoaa-1760	163	40	.	.	PUNCT
ajoaa-1760	164	1	thus	thus	ADV
ajoaa-1760	164	2	,	,	PUNCT
ajoaa-1760	164	3	shifting	shift	VERB
ajoaa-1760	164	4	cultivation	cultivation	NOUN
ajoaa-1760	164	5	can	can	AUX
ajoaa-1760	164	6	no	no	ADV
ajoaa-1760	164	7	longer	long	ADV
ajoaa-1760	164	8	be	be	AUX
ajoaa-1760	164	9	practiced	practice	VERB
ajoaa-1760	164	10	in	in	ADP
ajoaa-1760	164	11	urban	urban	ADJ
ajoaa-1760	164	12	areas	area	NOUN
ajoaa-1760	164	13	leading	lead	VERB
ajoaa-1760	164	14	to	to	ADP
ajoaa-1760	164	15	over	over	ADP
ajoaa-1760	164	16	-	-	PUNCT
ajoaa-1760	164	17	utilisation	utilisation	NOUN
ajoaa-1760	164	18	of	of	ADP
ajoaa-1760	164	19	production	production	NOUN
ajoaa-1760	164	20	lands	land	NOUN
ajoaa-1760	164	21	.	.	PUNCT
ajoaa-1760	165	1	this	this	DET
ajoaa-1760	165	2	finding	finding	NOUN
ajoaa-1760	165	3	is	be	AUX
ajoaa-1760	165	4	in	in	ADP
ajoaa-1760	165	5	line	line	NOUN
ajoaa-1760	165	6	with	with	ADP
ajoaa-1760	165	7	previous	previous	ADJ
ajoaa-1760	165	8	studies	study	NOUN
ajoaa-1760	165	9	on	on	ADP
ajoaa-1760	165	10	resource	resource	NOUN
ajoaa-1760	165	11	use	use	NOUN
ajoaa-1760	165	12	efficiency	efficiency	NOUN
ajoaa-1760	165	13	(	(	PUNCT
ajoaa-1760	165	14	singbo	singbo	NOUN
ajoaa-1760	165	15	,	,	PUNCT
ajoaa-1760	165	16	2012	2012	NUM
ajoaa-1760	165	17	;	;	PUNCT
ajoaa-1760	165	18	khan	khan	PROPN
ajoaa-1760	165	19	et	et	PROPN
ajoaa-1760	165	20	al	al	PROPN
ajoaa-1760	165	21	.	.	PROPN
ajoaa-1760	165	22	,	,	PUNCT
ajoaa-1760	165	23	2014	2014	NUM
ajoaa-1760	165	24	;	;	PUNCT
ajoaa-1760	165	25	ursu	ursu	NOUN
ajoaa-1760	165	26	,	,	PUNCT
ajoaa-1760	165	27	2014	2014	NUM
ajoaa-1760	165	28	)	)	PUNCT
ajoaa-1760	165	29	.	.	PUNCT
ajoaa-1760	166	1	for	for	ADP
ajoaa-1760	166	2	instance	instance	NOUN
ajoaa-1760	166	3	,	,	PUNCT
ajoaa-1760	166	4	singbo	singbo	PROPN
ajoaa-1760	166	5	(	(	PUNCT
ajoaa-1760	166	6	2012	2012	NUM
ajoaa-1760	166	7	)	)	PUNCT
ajoaa-1760	166	8	found	find	VERB
ajoaa-1760	166	9	evidence	evidence	NOUN
ajoaa-1760	166	10	of	of	ADP
ajoaa-1760	166	11	pesticides	pesticide	NOUN
ajoaa-1760	166	12	overuse	overuse	NOUN
ajoaa-1760	166	13	among	among	ADP
ajoaa-1760	166	14	lowland	lowland	NOUN
ajoaa-1760	166	15	vegetable	vegetable	NOUN
ajoaa-1760	166	16	farmers	farmer	NOUN
ajoaa-1760	166	17	in	in	ADP
ajoaa-1760	166	18	benin	benin	PROPN
ajoaa-1760	166	19	.	.	PUNCT
ajoaa-1760	167	1	ursu	ursu	PROPN
ajoaa-1760	167	2	(	(	PUNCT
ajoaa-1760	167	3	2014	2014	NUM
ajoaa-1760	167	4	)	)	PUNCT
ajoaa-1760	167	5	reported	report	VERB
ajoaa-1760	167	6	negative	negative	ADJ
ajoaa-1760	167	7	effects	effect	NOUN
ajoaa-1760	167	8	of	of	ADP
ajoaa-1760	167	9	labour	labour	NOUN
ajoaa-1760	167	10	on	on	ADP
ajoaa-1760	167	11	farm	farm	NOUN
ajoaa-1760	167	12	profitability	profitability	NOUN
ajoaa-1760	167	13	.	.	PUNCT
ajoaa-1760	168	1	the	the	DET
ajoaa-1760	168	2	policy	policy	NOUN
ajoaa-1760	168	3	implications	implication	NOUN
ajoaa-1760	168	4	of	of	ADP
ajoaa-1760	168	5	this	this	DET
ajoaa-1760	168	6	result	result	NOUN
ajoaa-1760	168	7	for	for	ADP
ajoaa-1760	168	8	farmers	farmer	NOUN
ajoaa-1760	168	9	can	can	AUX
ajoaa-1760	168	10	be	be	AUX
ajoaa-1760	168	11	seen	see	VERB
ajoaa-1760	168	12	in	in	ADP
ajoaa-1760	168	13	high	high	ADJ
ajoaa-1760	168	14	production	production	NOUN
ajoaa-1760	168	15	costs	cost	NOUN
ajoaa-1760	168	16	and	and	CCONJ
ajoaa-1760	168	17	inefficient	inefficient	ADJ
ajoaa-1760	168	18	utilisation	utilisation	NOUN
ajoaa-1760	168	19	of	of	ADP
ajoaa-1760	168	20	production	production	NOUN
ajoaa-1760	168	21	resources	resource	NOUN
ajoaa-1760	168	22	(	(	PUNCT
ajoaa-1760	168	23	reduced	reduce	VERB
ajoaa-1760	168	24	profits	profit	NOUN
ajoaa-1760	168	25	for	for	ADP
ajoaa-1760	168	26	farmers	farmer	NOUN
ajoaa-1760	168	27	)	)	PUNCT
ajoaa-1760	168	28	.	.	PUNCT
ajoaa-1760	169	1	as	as	SCONJ
ajoaa-1760	169	2	noted	note	VERB
ajoaa-1760	169	3	by	by	ADP
ajoaa-1760	169	4	khan	khan	PROPN
ajoaa-1760	169	5	et	et	PROPN
ajoaa-1760	169	6	al	al	PROPN
ajoaa-1760	169	7	.	.	PROPN
ajoaa-1760	170	1	(	(	PUNCT
ajoaa-1760	170	2	2014	2014	NUM
ajoaa-1760	170	3	)	)	PUNCT
ajoaa-1760	170	4	underutilisation	underutilisation	NOUN
ajoaa-1760	170	5	and	and	CCONJ
ajoaa-1760	170	6	overutilisation	overutilisation	NOUN
ajoaa-1760	170	7	of	of	ADP
ajoaa-1760	170	8	resources	resource	NOUN
ajoaa-1760	170	9	are	be	AUX
ajoaa-1760	170	10	linked	link	VERB
ajoaa-1760	170	11	to	to	ADP
ajoaa-1760	170	12	declining	decline	VERB
ajoaa-1760	170	13	productivity	productivity	NOUN
ajoaa-1760	170	14	in	in	ADP
ajoaa-1760	170	15	most	most	ADJ
ajoaa-1760	170	16	developing	develop	VERB
ajoaa-1760	170	17	countries	country	NOUN
ajoaa-1760	170	18	with	with	ADP
ajoaa-1760	170	19	serious	serious	ADJ
ajoaa-1760	170	20	implications	implication	NOUN
ajoaa-1760	170	21	for	for	ADP
ajoaa-1760	170	22	sustainable	sustainable	ADJ
ajoaa-1760	170	23	agriculture	agriculture	NOUN
ajoaa-1760	170	24	.	.	PUNCT
ajoaa-1760	171	1	table	table	NOUN
ajoaa-1760	171	2	6	6	NUM
ajoaa-1760	171	3	present	present	ADJ
ajoaa-1760	171	4	results	result	NOUN
ajoaa-1760	171	5	of	of	ADP
ajoaa-1760	171	6	the	the	DET
ajoaa-1760	171	7	inefficiency	inefficiency	NOUN
ajoaa-1760	171	8	effects	effect	NOUN
ajoaa-1760	171	9	model	model	NOUN
ajoaa-1760	171	10	.	.	PUNCT
ajoaa-1760	172	1	almost	almost	ADV
ajoaa-1760	172	2	all	all	DET
ajoaa-1760	172	3	the	the	DET
ajoaa-1760	172	4	variables	variable	NOUN
ajoaa-1760	172	5	included	include	VERB
ajoaa-1760	172	6	in	in	ADP
ajoaa-1760	172	7	the	the	DET
ajoaa-1760	172	8	model	model	NOUN
ajoaa-1760	172	9	showed	show	VERB
ajoaa-1760	172	10	insignificant	insignificant	ADJ
ajoaa-1760	172	11	effects	effect	NOUN
ajoaa-1760	172	12	except	except	SCONJ
ajoaa-1760	172	13	age	age	NOUN
ajoaa-1760	172	14	of	of	ADP
ajoaa-1760	172	15	the	the	DET
ajoaa-1760	172	16	farmers	farmer	NOUN
ajoaa-1760	172	17	.	.	PUNCT
ajoaa-1760	173	1	farmer	farmer	NOUN
ajoaa-1760	173	2	contact	contact	NOUN
ajoaa-1760	173	3	with	with	ADP
ajoaa-1760	173	4	extension	extension	NOUN
ajoaa-1760	173	5	agents	agent	NOUN
ajoaa-1760	173	6	was	be	AUX
ajoaa-1760	173	7	represented	represent	VERB
ajoaa-1760	173	8	with	with	ADP
ajoaa-1760	173	9	a	a	DET
ajoaa-1760	173	10	dummy	dummy	ADJ
ajoaa-1760	173	11	variable	variable	NOUN
ajoaa-1760	173	12	and	and	CCONJ
ajoaa-1760	173	13	is	be	AUX
ajoaa-1760	173	14	insignificant	insignificant	ADJ
ajoaa-1760	173	15	.	.	PUNCT
ajoaa-1760	174	1	this	this	PRON
ajoaa-1760	174	2	may	may	AUX
ajoaa-1760	174	3	be	be	AUX
ajoaa-1760	174	4	interpreted	interpret	VERB
ajoaa-1760	174	5	as	as	ADP
ajoaa-1760	174	6	extension	extension	NOUN
ajoaa-1760	174	7	agents	agent	NOUN
ajoaa-1760	174	8	not	not	PART
ajoaa-1760	174	9	seeing	see	VERB
ajoaa-1760	174	10	vegetable	vegetable	NOUN
ajoaa-1760	174	11	farmers	farmer	NOUN
ajoaa-1760	174	12	as	as	ADP
ajoaa-1760	174	13	a	a	DET
ajoaa-1760	174	14	top	top	ADJ
ajoaa-1760	174	15	priority	priority	NOUN
ajoaa-1760	174	16	considering	consider	VERB
ajoaa-1760	174	17	the	the	DET
ajoaa-1760	174	18	fact	fact	NOUN
ajoaa-1760	174	19	that	that	SCONJ
ajoaa-1760	174	20	cocoa	cocoa	NOUN
ajoaa-1760	174	21	and	and	CCONJ
ajoaa-1760	174	22	other	other	ADJ
ajoaa-1760	174	23	cash	cash	NOUN
ajoaa-1760	174	24	crops	crop	NOUN
ajoaa-1760	174	25	dominate	dominate	VERB
ajoaa-1760	174	26	in	in	ADP
ajoaa-1760	174	27	the	the	DET
ajoaa-1760	174	28	region	region	NOUN
ajoaa-1760	174	29	.	.	PUNCT
ajoaa-1760	175	1	table	table	NOUN
ajoaa-1760	175	2	6	6	NUM
ajoaa-1760	175	3	:	:	PUNCT
ajoaa-1760	175	4	determinants	determinant	NOUN
ajoaa-1760	175	5	of	of	ADP
ajoaa-1760	175	6	technical	technical	ADJ
ajoaa-1760	175	7	efficiency	efficiency	NOUN
ajoaa-1760	175	8	variable	variable	ADJ
ajoaa-1760	175	9	parameter	parameter	PROPN
ajoaa-1760	175	10	coefficient	coefficient	PROPN
ajoaa-1760	175	11	standard	standard	ADJ
ajoaa-1760	175	12	error	error	NOUN
ajoaa-1760	175	13	t	t	NOUN
ajoaa-1760	175	14	-	-	PUNCT
ajoaa-1760	175	15	value	value	NOUN
ajoaa-1760	175	16	constant	constant	ADJ
ajoaa-1760	175	17	α1	α1	PROPN
ajoaa-1760	175	18	2.3893	2.3893	NUM
ajoaa-1760	175	19	0.7988	0.7988	NUM
ajoaa-1760	175	20	2.991	2.991	NUM
ajoaa-1760	175	21	extension	extension	NOUN
ajoaa-1760	175	22	contact	contact	NOUN
ajoaa-1760	175	23	α2	α2	PROPN
ajoaa-1760	175	24	-0.2990	-0.2990	NOUN
ajoaa-1760	176	1	0.1558	0.1558	NUM
ajoaa-1760	176	2	-0.192	-0.192	PUNCT
ajoaa-1760	176	3	age	age	NOUN
ajoaa-1760	176	4	α3	α3	PROPN
ajoaa-1760	176	5	-0.5870	-0.5870	NOUN
ajoaa-1760	176	6	0.2344	0.2344	NUM
ajoaa-1760	176	7	-2.504	-2.504	PUNCT
ajoaa-1760	176	8	*	*	PUNCT
ajoaa-1760	176	9	*	*	PUNCT
ajoaa-1760	176	10	*	*	PUNCT
ajoaa-1760	176	11	off	off	ADP
ajoaa-1760	176	12	-	-	PUNCT
ajoaa-1760	176	13	farm	farm	NOUN
ajoaa-1760	176	14	income	income	NOUN
ajoaa-1760	176	15	α4	α4	NOUN
ajoaa-1760	176	16	-0.5870	-0.5870	VERB
ajoaa-1760	176	17	0.1196	0.1196	NUM
ajoaa-1760	176	18	-0.217	-0.217	PUNCT
ajoaa-1760	176	19	farmer	farmer	NOUN
ajoaa-1760	176	20	experience	experience	NOUN
ajoaa-1760	176	21	α6	α6	PROPN
ajoaa-1760	176	22	0.7911	0.7911	NUM
ajoaa-1760	176	23	0.1143	0.1143	VERB
ajoaa-1760	176	24	0.692	0.692	NUM
ajoaa-1760	176	25	access	access	NOUN
ajoaa-1760	176	26	to	to	ADP
ajoaa-1760	176	27	credit	credit	NOUN
ajoaa-1760	176	28	α7	α7	NOUN
ajoaa-1760	176	29	-0.2241	-0.2241	VERB
ajoaa-1760	176	30	0.2686	0.2686	NUM
ajoaa-1760	176	31	-0.835	-0.835	NOUN
ajoaa-1760	176	32	note	note	NOUN
ajoaa-1760	176	33	:	:	PUNCT
ajoaa-1760	176	34	*	*	PUNCT
ajoaa-1760	176	35	*	*	PUNCT
ajoaa-1760	176	36	*	*	PUNCT
ajoaa-1760	176	37	,	,	PUNCT
ajoaa-1760	176	38	means	mean	VERB
ajoaa-1760	176	39	significant	significant	ADJ
ajoaa-1760	176	40	at	at	ADP
ajoaa-1760	176	41	1	1	NUM
ajoaa-1760	176	42	%	%	NOUN
ajoaa-1760	176	43	level	level	NOUN
ajoaa-1760	176	44	the	the	DET
ajoaa-1760	176	45	age	age	NOUN
ajoaa-1760	176	46	of	of	ADP
ajoaa-1760	176	47	the	the	DET
ajoaa-1760	176	48	farmer	farmer	NOUN
ajoaa-1760	176	49	was	be	AUX
ajoaa-1760	176	50	found	find	VERB
ajoaa-1760	176	51	to	to	PART
ajoaa-1760	176	52	be	be	AUX
ajoaa-1760	176	53	highly	highly	ADV
ajoaa-1760	176	54	significantly	significantly	ADV
ajoaa-1760	176	55	related	relate	VERB
ajoaa-1760	176	56	to	to	ADP
ajoaa-1760	176	57	productive	productive	ADJ
ajoaa-1760	176	58	efficiency	efficiency	NOUN
ajoaa-1760	176	59	at	at	ADP
ajoaa-1760	176	60	the	the	DET
ajoaa-1760	176	61	1	1	NUM
ajoaa-1760	176	62	%	%	NOUN
ajoaa-1760	176	63	level	level	NOUN
ajoaa-1760	176	64	of	of	ADP
ajoaa-1760	176	65	significance	significance	NOUN
ajoaa-1760	176	66	.	.	PUNCT
ajoaa-1760	177	1	the	the	DET
ajoaa-1760	177	2	negative	negative	ADJ
ajoaa-1760	177	3	coefficient	coefficient	NOUN
ajoaa-1760	177	4	of	of	ADP
ajoaa-1760	177	5	age	age	NOUN
ajoaa-1760	177	6	means	mean	VERB
ajoaa-1760	177	7	that	that	SCONJ
ajoaa-1760	177	8	increasing	increase	VERB
ajoaa-1760	177	9	age	age	NOUN
ajoaa-1760	177	10	could	could	AUX
ajoaa-1760	177	11	significantly	significantly	ADV
ajoaa-1760	177	12	lead	lead	VERB
ajoaa-1760	177	13	to	to	ADP
ajoaa-1760	177	14	a	a	DET
ajoaa-1760	177	15	decrease	decrease	NOUN
ajoaa-1760	177	16	in	in	ADP
ajoaa-1760	177	17	technical	technical	ADJ
ajoaa-1760	177	18	inefficiency	inefficiency	NOUN
ajoaa-1760	177	19	.	.	PUNCT
ajoaa-1760	178	1	the	the	DET
ajoaa-1760	178	2	majority	majority	NOUN
ajoaa-1760	178	3	(	(	PUNCT
ajoaa-1760	178	4	76	76	NUM
ajoaa-1760	178	5	%	%	NOUN
ajoaa-1760	178	6	)	)	PUNCT
ajoaa-1760	178	7	of	of	ADP
ajoaa-1760	178	8	the	the	DET
ajoaa-1760	178	9	respondents	respondent	NOUN
ajoaa-1760	178	10	covered	cover	VERB
ajoaa-1760	178	11	were	be	AUX
ajoaa-1760	178	12	youthful	youthful	ADJ
ajoaa-1760	178	13	in	in	ADP
ajoaa-1760	178	14	nature	nature	NOUN
ajoaa-1760	178	15	(	(	PUNCT
ajoaa-1760	178	16	18	18	NUM
ajoaa-1760	178	17	-	-	SYM
ajoaa-1760	178	18	39	39	NUM
ajoaa-1760	178	19	years	year	NOUN
ajoaa-1760	178	20	)	)	PUNCT
ajoaa-1760	178	21	and	and	CCONJ
ajoaa-1760	178	22	this	this	PRON
ajoaa-1760	178	23	could	could	AUX
ajoaa-1760	178	24	account	account	VERB
ajoaa-1760	178	25	for	for	ADP
ajoaa-1760	178	26	the	the	DET
ajoaa-1760	178	27	low	low	ADJ
ajoaa-1760	178	28	level	level	NOUN
ajoaa-1760	178	29	of	of	ADP
ajoaa-1760	178	30	technical	technical	ADJ
ajoaa-1760	178	31	efficiency	efficiency	NOUN
ajoaa-1760	178	32	in	in	ADP
ajoaa-1760	178	33	production	production	NOUN
ajoaa-1760	178	34	observed	observe	VERB
ajoaa-1760	178	35	.	.	PUNCT
ajoaa-1760	179	1	this	this	PRON
ajoaa-1760	179	2	suggests	suggest	VERB
ajoaa-1760	179	3	that	that	SCONJ
ajoaa-1760	179	4	over	over	ADP
ajoaa-1760	179	5	time	time	NOUN
ajoaa-1760	179	6	,	,	PUNCT
ajoaa-1760	179	7	the	the	DET
ajoaa-1760	179	8	performance	performance	NOUN
ajoaa-1760	179	9	of	of	ADP
ajoaa-1760	179	10	firms	firm	NOUN
ajoaa-1760	179	11	could	could	AUX
ajoaa-1760	179	12	likely	likely	ADV
ajoaa-1760	179	13	improve	improve	VERB
ajoaa-1760	179	14	as	as	SCONJ
ajoaa-1760	179	15	farmers	farmer	NOUN
ajoaa-1760	179	16	’	’	PART
ajoaa-1760	179	17	age	age	NOUN
ajoaa-1760	179	18	in	in	ADP
ajoaa-1760	179	19	the	the	DET
ajoaa-1760	179	20	business	business	NOUN
ajoaa-1760	179	21	and	and	CCONJ
ajoaa-1760	179	22	the	the	DET
ajoaa-1760	179	23	potential	potential	NOUN
ajoaa-1760	179	24	for	for	ADP
ajoaa-1760	179	25	efficiency	efficiency	NOUN
ajoaa-1760	179	26	gains	gain	NOUN
ajoaa-1760	179	27	exists	exist	VERB
ajoaa-1760	179	28	in	in	ADP
ajoaa-1760	179	29	the	the	DET
ajoaa-1760	179	30	vegetable	vegetable	NOUN
ajoaa-1760	179	31	sector	sector	NOUN
ajoaa-1760	179	32	.	.	PUNCT
ajoaa-1760	180	1	policies	policy	NOUN
ajoaa-1760	180	2	geared	gear	VERB
ajoaa-1760	180	3	towards	towards	ADP
ajoaa-1760	180	4	improving	improve	VERB
ajoaa-1760	180	5	agricultural	agricultural	ADJ
ajoaa-1760	180	6	productivity	productivity	NOUN
ajoaa-1760	180	7	should	should	AUX
ajoaa-1760	180	8	,	,	PUNCT
ajoaa-1760	180	9	therefore	therefore	ADV
ajoaa-1760	180	10	,	,	PUNCT
ajoaa-1760	180	11	target	target	VERB
ajoaa-1760	180	12	the	the	DET
ajoaa-1760	180	13	youth	youth	NOUN
ajoaa-1760	180	14	.	.	PUNCT
ajoaa-1760	181	1	this	this	DET
ajoaa-1760	181	2	finding	finding	NOUN
ajoaa-1760	181	3	support	support	VERB
ajoaa-1760	181	4	sprevious	sprevious	ADJ
ajoaa-1760	181	5	evidence	evidence	NOUN
ajoaa-1760	181	6	by	by	ADP
ajoaa-1760	181	7	dlamini	dlamini	PROPN
ajoaa-1760	181	8	and	and	CCONJ
ajoaa-1760	181	9	kongolo	kongolo	ADJ
ajoaa-1760	181	10	(	(	PUNCT
ajoaa-1760	181	11	2014	2014	NUM
ajoaa-1760	181	12	)	)	PUNCT
ajoaa-1760	181	13	that	that	SCONJ
ajoaa-1760	181	14	age	age	NOUN
ajoaa-1760	181	15	influences	influence	VERB
ajoaa-1760	181	16	the	the	DET
ajoaa-1760	181	17	ability	ability	NOUN
ajoaa-1760	181	18	of	of	ADP
ajoaa-1760	181	19	farmers	farmer	NOUN
ajoaa-1760	181	20	to	to	PART
ajoaa-1760	181	21	adopt	adopt	VERB
ajoaa-1760	181	22	new	new	ADJ
ajoaa-1760	181	23	technology	technology	NOUN
ajoaa-1760	181	24	for	for	ADP
ajoaa-1760	181	25	efficiency	efficiency	NOUN
ajoaa-1760	181	26	gains	gain	NOUN
ajoaa-1760	181	27	.	.	PUNCT
ajoaa-1760	182	1	farmer	farmer	NOUN
ajoaa-1760	182	2	access	access	NOUN
ajoaa-1760	182	3	to	to	ADP
ajoaa-1760	182	4	off	off	ADP
ajoaa-1760	182	5	-	-	PUNCT
ajoaa-1760	182	6	farm	farm	NOUN
ajoaa-1760	182	7	income	income	NOUN
ajoaa-1760	182	8	had	have	VERB
ajoaa-1760	182	9	negative	negative	ADJ
ajoaa-1760	182	10	coefficient	coefficient	NOUN
ajoaa-1760	182	11	and	and	CCONJ
ajoaa-1760	182	12	is	be	AUX
ajoaa-1760	182	13	statistically	statistically	ADV
ajoaa-1760	182	14	insignificant	insignificant	ADJ
ajoaa-1760	182	15	.	.	PUNCT
ajoaa-1760	183	1	farmer	farmer	NOUN
ajoaa-1760	183	2	experience	experience	NOUN
ajoaa-1760	183	3	has	have	VERB
ajoaa-1760	183	4	a	a	DET
ajoaa-1760	183	5	positive	positive	ADJ
ajoaa-1760	183	6	coefficient	coefficient	NOUN
ajoaa-1760	183	7	but	but	CCONJ
ajoaa-1760	183	8	statistically	statistically	ADV
ajoaa-1760	183	9	insignificant	insignificant	ADJ
ajoaa-1760	183	10	while	while	SCONJ
ajoaa-1760	183	11	access	access	NOUN
ajoaa-1760	183	12	to	to	ADP
ajoaa-1760	183	13	credit	credit	NOUN
ajoaa-1760	183	14	showed	show	VERB
ajoaa-1760	183	15	negative	negative	ADJ
ajoaa-1760	183	16	insignificant	insignificant	ADJ
ajoaa-1760	183	17	effects	effect	NOUN
ajoaa-1760	183	18	on	on	ADP
ajoaa-1760	183	19	technical	technical	ADJ
ajoaa-1760	183	20	inefficiency	inefficiency	NOUN
ajoaa-1760	183	21	.	.	PUNCT
ajoaa-1760	184	1	this	this	PRON
ajoaa-1760	184	2	could	could	AUX
ajoaa-1760	184	3	be	be	AUX
ajoaa-1760	184	4	explained	explain	VERB
ajoaa-1760	184	5	by	by	ADP
ajoaa-1760	184	6	the	the	DET
ajoaa-1760	184	7	fact	fact	NOUN
ajoaa-1760	184	8	that	that	SCONJ
ajoaa-1760	184	9	only	only	ADV
ajoaa-1760	184	10	a	a	DET
ajoaa-1760	184	11	small	small	ADJ
ajoaa-1760	184	12	proportion	proportion	NOUN
ajoaa-1760	184	13	of	of	ADP
ajoaa-1760	184	14	the	the	DET
ajoaa-1760	184	15	respondents	respondent	NOUN
ajoaa-1760	184	16	had	have	AUX
ajoaa-1760	184	17	access	access	NOUN
ajoaa-1760	184	18	to	to	ADP
ajoaa-1760	184	19	these	these	DET
ajoaa-1760	184	20	services	service	NOUN
ajoaa-1760	184	21	.	.	PUNCT
ajoaa-1760	185	1	for	for	ADP
ajoaa-1760	185	2	instance	instance	NOUN
ajoaa-1760	185	3	,	,	PUNCT
ajoaa-1760	185	4	93	93	NUM
ajoaa-1760	185	5	%	%	NOUN
ajoaa-1760	185	6	of	of	ADP
ajoaa-1760	185	7	the	the	DET
ajoaa-1760	185	8	respondents	respondent	NOUN
ajoaa-1760	185	9	do	do	AUX
ajoaa-1760	185	10	not	not	PART
ajoaa-1760	185	11	have	have	VERB
ajoaa-1760	185	12	access	access	NOUN
ajoaa-1760	185	13	to	to	ADP
ajoaa-1760	185	14	any	any	DET
ajoaa-1760	185	15	form	form	NOUN
ajoaa-1760	185	16	of	of	ADP
ajoaa-1760	185	17	credit	credit	NOUN
ajoaa-1760	185	18	to	to	PART
ajoaa-1760	185	19	invest	invest	VERB
ajoaa-1760	185	20	in	in	ADP
ajoaa-1760	185	21	the	the	DET
ajoaa-1760	185	22	vegetable	vegetable	NOUN
ajoaa-1760	185	23	production	production	NOUN
ajoaa-1760	185	24	business	business	NOUN
ajoaa-1760	185	25	and	and	CCONJ
ajoaa-1760	185	26	hence	hence	ADV
ajoaa-1760	185	27	technical	technical	ADJ
ajoaa-1760	185	28	efficiency	efficiency	NOUN
ajoaa-1760	185	29	levels	level	NOUN
ajoaa-1760	185	30	are	be	AUX
ajoaa-1760	185	31	low	low	ADJ
ajoaa-1760	185	32	.	.	PUNCT
ajoaa-1760	186	1	the	the	DET
ajoaa-1760	186	2	implication	implication	NOUN
ajoaa-1760	186	3	is	be	AUX
ajoaa-1760	186	4	that	that	SCONJ
ajoaa-1760	186	5	stakeholders	stakeholder	NOUN
ajoaa-1760	186	6	need	need	VERB
ajoaa-1760	186	7	to	to	PART
ajoaa-1760	186	8	turn	turn	VERB
ajoaa-1760	186	9	attention	attention	NOUN
ajoaa-1760	186	10	to	to	ADP
ajoaa-1760	186	11	urban	urban	ADJ
ajoaa-1760	186	12	produces	produce	NOUN
ajoaa-1760	186	13	by	by	ADP
ajoaa-1760	186	14	providing	provide	VERB
ajoaa-1760	186	15	the	the	DET
ajoaa-1760	186	16	needed	need	VERB
ajoaa-1760	186	17	extension	extension	NOUN
ajoaa-1760	186	18	and	and	CCONJ
ajoaa-1760	186	19	financial	financial	ADJ
ajoaa-1760	186	20	support	support	NOUN
ajoaa-1760	186	21	.	.	PUNCT
ajoaa-1760	187	1	4	4	X
ajoaa-1760	187	2	.	.	X
ajoaa-1760	187	3	conclusions	conclusion	NOUN
ajoaa-1760	187	4	and	and	CCONJ
ajoaa-1760	187	5	policy	policy	NOUN
ajoaa-1760	187	6	implications	implication	NOUN
ajoaa-1760	187	7	this	this	DET
ajoaa-1760	187	8	study	study	NOUN
ajoaa-1760	187	9	applied	apply	VERB
ajoaa-1760	187	10	the	the	DET
ajoaa-1760	187	11	stochastic	stochastic	ADJ
ajoaa-1760	187	12	frontier	frontier	NOUN
ajoaa-1760	187	13	analysis	analysis	NOUN
ajoaa-1760	187	14	to	to	PART
ajoaa-1760	187	15	predict	predict	VERB
ajoaa-1760	187	16	farmer	farmer	NOUN
ajoaa-1760	187	17	-	-	PUNCT
ajoaa-1760	187	18	specific	specific	ADJ
ajoaa-1760	187	19	technical	technical	ADJ
ajoaa-1760	187	20	efficiencies	efficiency	NOUN
ajoaa-1760	187	21	using	use	VERB
ajoaa-1760	187	22	a	a	DET
ajoaa-1760	187	23	sample	sample	NOUN
ajoaa-1760	187	24	of	of	ADP
ajoaa-1760	187	25	135	135	NUM
ajoaa-1760	187	26	urban	urban	ADJ
ajoaa-1760	187	27	vegetable	vegetable	NOUN
ajoaa-1760	187	28	farmers	farmer	NOUN
ajoaa-1760	187	29	in	in	ADP
ajoaa-1760	187	30	the	the	DET
ajoaa-1760	187	31	kumasi	kumasi	NOUN
ajoaa-1760	187	32	metropolis	metropolis	PROPN
ajoaa-1760	187	33	.	.	PUNCT
ajoaa-1760	188	1	the	the	DET
ajoaa-1760	188	2	results	result	NOUN
ajoaa-1760	188	3	obtained	obtain	VERB
ajoaa-1760	188	4	from	from	ADP
ajoaa-1760	188	5	the	the	DET
ajoaa-1760	188	6	one	one	NUM
ajoaa-1760	188	7	-	-	PUNCT
ajoaa-1760	188	8	step	step	NOUN
ajoaa-1760	188	9	maximum	maximum	ADJ
ajoaa-1760	188	10	likelihood	likelihood	NOUN
ajoaa-1760	188	11	estimation	estimation	NOUN
ajoaa-1760	188	12	shows	show	VERB
ajoaa-1760	188	13	that	that	SCONJ
ajoaa-1760	188	14	inefficiency	inefficiency	NOUN
ajoaa-1760	188	15	exists	exist	VERB
ajoaa-1760	188	16	among	among	ADP
ajoaa-1760	188	17	the	the	DET
ajoaa-1760	188	18	production	production	NOUN
ajoaa-1760	188	19	units	unit	NOUN
ajoaa-1760	188	20	considered	consider	VERB
ajoaa-1760	188	21	in	in	ADP
ajoaa-1760	188	22	the	the	DET
ajoaa-1760	188	23	study	study	NOUN
ajoaa-1760	188	24	.	.	PUNCT
ajoaa-1760	189	1	the	the	DET
ajoaa-1760	189	2	mean	mean	ADJ
ajoaa-1760	189	3	technical	technical	ADJ
ajoaa-1760	189	4	efficiency	efficiency	NOUN
ajoaa-1760	189	5	revealed	reveal	VERB
ajoaa-1760	189	6	in	in	ADP
ajoaa-1760	189	7	the	the	DET
ajoaa-1760	189	8	study	study	NOUN
ajoaa-1760	189	9	is	be	AUX
ajoaa-1760	189	10	66.7	66.7	NUM
ajoaa-1760	189	11	%	%	NOUN
ajoaa-1760	189	12	,	,	PUNCT
ajoaa-1760	189	13	suggesting	suggest	VERB
ajoaa-1760	189	14	that	that	SCONJ
ajoaa-1760	189	15	about	about	ADV
ajoaa-1760	189	16	33	33	NUM
ajoaa-1760	189	17	%	%	NOUN
ajoaa-1760	189	18	more	more	ADJ
ajoaa-1760	189	19	output	output	NOUN
ajoaa-1760	189	20	could	could	AUX
ajoaa-1760	189	21	be	be	AUX
ajoaa-1760	189	22	produced	produce	VERB
ajoaa-1760	189	23	with	with	ADP
ajoaa-1760	189	24	the	the	DET
ajoaa-1760	189	25	same	same	ADJ
ajoaa-1760	189	26	level	level	NOUN
ajoaa-1760	189	27	of	of	ADP
ajoaa-1760	189	28	inputs	input	NOUN
ajoaa-1760	189	29	if	if	SCONJ
ajoaa-1760	189	30	farmers	farmer	NOUN
ajoaa-1760	189	31	were	be	AUX
ajoaa-1760	189	32	following	follow	VERB
ajoaa-1760	189	33	best	good	ADJ
ajoaa-1760	189	34	practices	practice	NOUN
ajoaa-1760	189	35	.	.	PUNCT
ajoaa-1760	190	1	the	the	DET
ajoaa-1760	190	2	likelihood	likelihood	NOUN
ajoaa-1760	190	3	ratio	ratio	NOUN
ajoaa-1760	190	4	test	test	NOUN
ajoaa-1760	190	5	strongly	strongly	ADV
ajoaa-1760	190	6	confirms	confirm	VERB
ajoaa-1760	190	7	this	this	DET
ajoaa-1760	190	8	outcome	outcome	NOUN
ajoaa-1760	190	9	.	.	PUNCT
ajoaa-1760	191	1	asian	asian	ADJ
ajoaa-1760	191	2	journal	journal	PROPN
ajoaa-1760	191	3	of	of	ADP
ajoaa-1760	191	4	agriculture	agriculture	NOUN
ajoaa-1760	191	5	and	and	CCONJ
ajoaa-1760	191	6	rural	rural	ADJ
ajoaa-1760	191	7	development	development	NOUN
ajoaa-1760	191	8	,	,	PUNCT
ajoaa-1760	191	9	8(2)2018	8(2)2018	NUM
ajoaa-1760	191	10	:	:	PUNCT
ajoaa-1760	191	11	92	92	NUM
ajoaa-1760	191	12	-	-	SYM
ajoaa-1760	191	13	103	103	NUM
ajoaa-1760	191	14	101	101	NUM
ajoaa-1760	191	15	considering	consider	VERB
ajoaa-1760	191	16	the	the	DET
ajoaa-1760	191	17	rising	rise	VERB
ajoaa-1760	191	18	demand	demand	NOUN
ajoaa-1760	191	19	for	for	ADP
ajoaa-1760	191	20	vegetables	vegetable	NOUN
ajoaa-1760	191	21	in	in	ADP
ajoaa-1760	191	22	urban	urban	ADJ
ajoaa-1760	191	23	centres	centre	NOUN
ajoaa-1760	191	24	following	follow	VERB
ajoaa-1760	191	25	the	the	DET
ajoaa-1760	191	26	emergence	emergence	NOUN
ajoaa-1760	191	27	of	of	ADP
ajoaa-1760	191	28	fast	fast	ADJ
ajoaa-1760	191	29	food	food	NOUN
ajoaa-1760	191	30	shops	shop	NOUN
ajoaa-1760	191	31	,	,	PUNCT
ajoaa-1760	191	32	the	the	DET
ajoaa-1760	191	33	policy	policy	NOUN
ajoaa-1760	191	34	implication	implication	NOUN
ajoaa-1760	191	35	is	be	AUX
ajoaa-1760	191	36	for	for	SCONJ
ajoaa-1760	191	37	the	the	DET
ajoaa-1760	191	38	metropolis	metropolis	ADJ
ajoaa-1760	191	39	and	and	CCONJ
ajoaa-1760	191	40	decentralised	decentralise	VERB
ajoaa-1760	191	41	government	government	NOUN
ajoaa-1760	191	42	agencies	agency	NOUN
ajoaa-1760	191	43	in	in	ADP
ajoaa-1760	191	44	charge	charge	NOUN
ajoaa-1760	191	45	of	of	ADP
ajoaa-1760	191	46	agriculture	agriculture	NOUN
ajoaa-1760	191	47	and	and	CCONJ
ajoaa-1760	191	48	urban	urban	ADJ
ajoaa-1760	191	49	development	development	NOUN
ajoaa-1760	191	50	to	to	PART
ajoaa-1760	191	51	focus	focus	VERB
ajoaa-1760	191	52	special	special	ADJ
ajoaa-1760	191	53	attention	attention	NOUN
ajoaa-1760	191	54	to	to	ADP
ajoaa-1760	191	55	those	those	PRON
ajoaa-1760	191	56	engaged	engage	VERB
ajoaa-1760	191	57	in	in	ADP
ajoaa-1760	191	58	the	the	DET
ajoaa-1760	191	59	vegetable	vegetable	NOUN
ajoaa-1760	191	60	value	value	NOUN
ajoaa-1760	191	61	chain	chain	NOUN
ajoaa-1760	191	62	by	by	ADP
ajoaa-1760	191	63	providing	provide	VERB
ajoaa-1760	191	64	the	the	DET
ajoaa-1760	191	65	needed	need	VERB
ajoaa-1760	191	66	technical	technical	ADJ
ajoaa-1760	191	67	and	and	CCONJ
ajoaa-1760	191	68	financial	financial	ADJ
ajoaa-1760	191	69	support	support	NOUN
ajoaa-1760	191	70	.	.	PUNCT
ajoaa-1760	192	1	it	it	PRON
ajoaa-1760	192	2	was	be	AUX
ajoaa-1760	192	3	found	find	VERB
ajoaa-1760	192	4	that	that	SCONJ
ajoaa-1760	192	5	about	about	ADV
ajoaa-1760	192	6	78.5	78.5	NUM
ajoaa-1760	192	7	%	%	NOUN
ajoaa-1760	192	8	of	of	ADP
ajoaa-1760	192	9	the	the	DET
ajoaa-1760	192	10	variation	variation	NOUN
ajoaa-1760	192	11	in	in	ADP
ajoaa-1760	192	12	vegetable	vegetable	NOUN
ajoaa-1760	192	13	output	output	NOUN
ajoaa-1760	192	14	is	be	AUX
ajoaa-1760	192	15	due	due	ADJ
ajoaa-1760	192	16	to	to	ADP
ajoaa-1760	192	17	technical	technical	ADJ
ajoaa-1760	192	18	efficiency	efficiency	NOUN
ajoaa-1760	192	19	differences	difference	NOUN
ajoaa-1760	192	20	among	among	ADP
ajoaa-1760	192	21	the	the	DET
ajoaa-1760	192	22	decision	decision	NOUN
ajoaa-1760	192	23	-	-	PUNCT
ajoaa-1760	192	24	making	make	VERB
ajoaa-1760	192	25	units	unit	NOUN
ajoaa-1760	192	26	(	(	PUNCT
ajoaa-1760	192	27	dmus	dmus	PROPN
ajoaa-1760	192	28	)	)	PUNCT
ajoaa-1760	192	29	while	while	SCONJ
ajoaa-1760	192	30	about	about	ADV
ajoaa-1760	192	31	21.5	21.5	NUM
ajoaa-1760	192	32	%	%	NOUN
ajoaa-1760	192	33	of	of	ADP
ajoaa-1760	192	34	the	the	DET
ajoaa-1760	192	35	variation	variation	NOUN
ajoaa-1760	192	36	is	be	AUX
ajoaa-1760	192	37	caused	cause	VERB
ajoaa-1760	192	38	by	by	ADP
ajoaa-1760	192	39	random	random	ADJ
ajoaa-1760	192	40	factors	factor	NOUN
ajoaa-1760	192	41	(	(	PUNCT
ajoaa-1760	192	42	such	such	ADJ
ajoaa-1760	192	43	as	as	ADP
ajoaa-1760	192	44	unfavourable	unfavourable	ADJ
ajoaa-1760	192	45	weather	weather	NOUN
ajoaa-1760	192	46	,	,	PUNCT
ajoaa-1760	192	47	water	water	NOUN
ajoaa-1760	192	48	scarcity	scarcity	NOUN
ajoaa-1760	192	49	,	,	PUNCT
ajoaa-1760	192	50	pest	pest	NOUN
ajoaa-1760	192	51	and	and	CCONJ
ajoaa-1760	192	52	disease	disease	NOUN
ajoaa-1760	192	53	attacks	attack	NOUN
ajoaa-1760	192	54	,	,	PUNCT
ajoaa-1760	192	55	errors	error	NOUN
ajoaa-1760	192	56	in	in	ADP
ajoaa-1760	192	57	data	data	NOUN
ajoaa-1760	192	58	aggregation	aggregation	NOUN
ajoaa-1760	192	59	,	,	PUNCT
ajoaa-1760	192	60	etc	etc	X
ajoaa-1760	192	61	.	.	X
ajoaa-1760	192	62	)	)	PUNCT
ajoaa-1760	192	63	which	which	PRON
ajoaa-1760	192	64	farmers	farmer	NOUN
ajoaa-1760	192	65	have	have	VERB
ajoaa-1760	192	66	no	no	DET
ajoaa-1760	192	67	control	control	NOUN
ajoaa-1760	192	68	over	over	ADP
ajoaa-1760	192	69	.	.	PUNCT
ajoaa-1760	193	1	in	in	ADP
ajoaa-1760	193	2	urban	urban	ADJ
ajoaa-1760	193	3	agriculture	agriculture	NOUN
ajoaa-1760	193	4	,	,	PUNCT
ajoaa-1760	193	5	land	land	NOUN
ajoaa-1760	193	6	and	and	CCONJ
ajoaa-1760	193	7	labour	labour	NOUN
ajoaa-1760	193	8	are	be	AUX
ajoaa-1760	193	9	critical	critical	ADJ
ajoaa-1760	193	10	inputs	input	NOUN
ajoaa-1760	193	11	in	in	ADP
ajoaa-1760	193	12	the	the	DET
ajoaa-1760	193	13	production	production	NOUN
ajoaa-1760	193	14	process	process	NOUN
ajoaa-1760	193	15	.	.	PUNCT
ajoaa-1760	194	1	the	the	DET
ajoaa-1760	194	2	allocative	allocative	ADJ
ajoaa-1760	194	3	efficiency	efficiency	NOUN
ajoaa-1760	194	4	ratios	ratio	NOUN
ajoaa-1760	194	5	for	for	ADP
ajoaa-1760	194	6	land	land	NOUN
ajoaa-1760	194	7	and	and	CCONJ
ajoaa-1760	194	8	labour	labour	NOUN
ajoaa-1760	194	9	obtained	obtain	VERB
ajoaa-1760	194	10	from	from	ADP
ajoaa-1760	194	11	the	the	DET
ajoaa-1760	194	12	study	study	NOUN
ajoaa-1760	194	13	(	(	PUNCT
ajoaa-1760	194	14	0.4556	0.4556	NUM
ajoaa-1760	194	15	and	and	CCONJ
ajoaa-1760	194	16	0.4651	0.4651	NUM
ajoaa-1760	194	17	)	)	PUNCT
ajoaa-1760	194	18	respectively	respectively	ADV
ajoaa-1760	194	19	showed	show	VERB
ajoaa-1760	194	20	that	that	SCONJ
ajoaa-1760	194	21	both	both	DET
ajoaa-1760	194	22	factors	factor	NOUN
ajoaa-1760	194	23	of	of	ADP
ajoaa-1760	194	24	production	production	NOUN
ajoaa-1760	194	25	are	be	AUX
ajoaa-1760	194	26	over	over	ADV
ajoaa-1760	194	27	-	-	PUNCT
ajoaa-1760	194	28	utilised	utilise	VERB
ajoaa-1760	194	29	by	by	ADP
ajoaa-1760	194	30	farmers	farmer	NOUN
ajoaa-1760	194	31	in	in	ADP
ajoaa-1760	194	32	the	the	DET
ajoaa-1760	194	33	production	production	NOUN
ajoaa-1760	194	34	process	process	NOUN
ajoaa-1760	194	35	,	,	PUNCT
ajoaa-1760	194	36	suggesting	suggest	VERB
ajoaa-1760	194	37	a	a	DET
ajoaa-1760	194	38	sub	sub	ADJ
ajoaa-1760	194	39	-	-	ADJ
ajoaa-1760	194	40	optimal	optimal	ADJ
ajoaa-1760	194	41	combination	combination	NOUN
ajoaa-1760	194	42	of	of	ADP
ajoaa-1760	194	43	inputs	input	NOUN
ajoaa-1760	194	44	.	.	PUNCT
ajoaa-1760	195	1	this	this	PRON
ajoaa-1760	195	2	has	have	VERB
ajoaa-1760	195	3	an	an	DET
ajoaa-1760	195	4	implication	implication	NOUN
ajoaa-1760	195	5	on	on	ADP
ajoaa-1760	195	6	farm	farm	NOUN
ajoaa-1760	195	7	profitability	profitability	NOUN
ajoaa-1760	195	8	as	as	SCONJ
ajoaa-1760	195	9	these	these	DET
ajoaa-1760	195	10	enterprises	enterprise	NOUN
ajoaa-1760	195	11	are	be	AUX
ajoaa-1760	195	12	undervalued	undervalue	VERB
ajoaa-1760	195	13	with	with	ADP
ajoaa-1760	195	14	potential	potential	ADJ
ajoaa-1760	195	15	negative	negative	ADJ
ajoaa-1760	195	16	impacts	impact	NOUN
ajoaa-1760	195	17	of	of	ADP
ajoaa-1760	195	18	limiting	limit	VERB
ajoaa-1760	195	19	investments	investment	NOUN
ajoaa-1760	195	20	in	in	ADP
ajoaa-1760	195	21	the	the	DET
ajoaa-1760	195	22	sector	sector	NOUN
ajoaa-1760	195	23	.	.	PUNCT
ajoaa-1760	196	1	the	the	DET
ajoaa-1760	196	2	age	age	NOUN
ajoaa-1760	196	3	of	of	ADP
ajoaa-1760	196	4	the	the	DET
ajoaa-1760	196	5	farmer	farmer	NOUN
ajoaa-1760	196	6	was	be	AUX
ajoaa-1760	196	7	found	find	VERB
ajoaa-1760	196	8	to	to	PART
ajoaa-1760	196	9	be	be	AUX
ajoaa-1760	196	10	the	the	DET
ajoaa-1760	196	11	main	main	ADJ
ajoaa-1760	196	12	determinant	determinant	NOUN
ajoaa-1760	196	13	of	of	ADP
ajoaa-1760	196	14	technical	technical	ADJ
ajoaa-1760	196	15	efficiency	efficiency	NOUN
ajoaa-1760	196	16	and	and	CCONJ
ajoaa-1760	196	17	is	be	AUX
ajoaa-1760	196	18	significantly	significantly	ADV
ajoaa-1760	196	19	related	relate	VERB
ajoaa-1760	196	20	to	to	ADP
ajoaa-1760	196	21	productive	productive	ADJ
ajoaa-1760	196	22	efficiency	efficiency	NOUN
ajoaa-1760	196	23	at	at	ADP
ajoaa-1760	196	24	the	the	DET
ajoaa-1760	196	25	1	1	NUM
ajoaa-1760	196	26	%	%	NOUN
ajoaa-1760	196	27	level	level	NOUN
ajoaa-1760	196	28	of	of	ADP
ajoaa-1760	196	29	significance	significance	NOUN
ajoaa-1760	196	30	.	.	PUNCT
ajoaa-1760	197	1	efforts	effort	NOUN
ajoaa-1760	197	2	by	by	ADP
ajoaa-1760	197	3	the	the	DET
ajoaa-1760	197	4	government	government	NOUN
ajoaa-1760	197	5	to	to	PART
ajoaa-1760	197	6	incentivise	incentivise	VERB
ajoaa-1760	197	7	and	and	CCONJ
ajoaa-1760	197	8	attract	attract	VERB
ajoaa-1760	197	9	the	the	DET
ajoaa-1760	197	10	youth	youth	NOUN
ajoaa-1760	197	11	to	to	PART
ajoaa-1760	197	12	take	take	VERB
ajoaa-1760	197	13	up	up	ADP
ajoaa-1760	197	14	agriculture	agriculture	NOUN
ajoaa-1760	197	15	as	as	ADP
ajoaa-1760	197	16	a	a	DET
ajoaa-1760	197	17	business	business	NOUN
ajoaa-1760	197	18	for	for	ADP
ajoaa-1760	197	19	job	job	NOUN
ajoaa-1760	197	20	creation	creation	NOUN
ajoaa-1760	197	21	and	and	CCONJ
ajoaa-1760	197	22	improved	improve	VERB
ajoaa-1760	197	23	livelihoods	livelihood	NOUN
ajoaa-1760	197	24	are	be	AUX
ajoaa-1760	197	25	steps	step	NOUN
ajoaa-1760	197	26	in	in	ADP
ajoaa-1760	197	27	the	the	DET
ajoaa-1760	197	28	right	right	ADJ
ajoaa-1760	197	29	direction	direction	NOUN
ajoaa-1760	197	30	.	.	PUNCT
ajoaa-1760	198	1	the	the	DET
ajoaa-1760	198	2	youth	youth	NOUN
ajoaa-1760	198	3	should	should	AUX
ajoaa-1760	198	4	take	take	VERB
ajoaa-1760	198	5	advantage	advantage	NOUN
ajoaa-1760	198	6	of	of	ADP
ajoaa-1760	198	7	the	the	DET
ajoaa-1760	198	8	profitable	profitable	ADJ
ajoaa-1760	198	9	nature	nature	NOUN
ajoaa-1760	198	10	of	of	ADP
ajoaa-1760	198	11	vegetable	vegetable	NOUN
ajoaa-1760	198	12	production	production	NOUN
ajoaa-1760	198	13	which	which	PRON
ajoaa-1760	198	14	has	have	AUX
ajoaa-1760	198	15	hitherto	hitherto	NOUN
ajoaa-1760	198	16	been	be	AUX
ajoaa-1760	198	17	neglected	neglect	VERB
ajoaa-1760	198	18	in	in	ADP
ajoaa-1760	198	19	terms	term	NOUN
ajoaa-1760	198	20	of	of	ADP
ajoaa-1760	198	21	both	both	CCONJ
ajoaa-1760	198	22	research	research	NOUN
ajoaa-1760	198	23	and	and	CCONJ
ajoaa-1760	198	24	extension	extension	NOUN
ajoaa-1760	198	25	and	and	CCONJ
ajoaa-1760	198	26	invest	invest	VERB
ajoaa-1760	198	27	in	in	ADP
ajoaa-1760	198	28	the	the	DET
ajoaa-1760	198	29	sector	sector	NOUN
ajoaa-1760	198	30	.	.	PUNCT
ajoaa-1760	199	1	this	this	PRON
ajoaa-1760	199	2	would	would	AUX
ajoaa-1760	199	3	have	have	VERB
ajoaa-1760	199	4	long	long	ADJ
ajoaa-1760	199	5	-	-	PUNCT
ajoaa-1760	199	6	term	term	NOUN
ajoaa-1760	199	7	impacts	impact	NOUN
ajoaa-1760	199	8	on	on	ADP
ajoaa-1760	199	9	technical	technical	ADJ
ajoaa-1760	199	10	efficiency	efficiency	NOUN
ajoaa-1760	199	11	performance	performance	NOUN
ajoaa-1760	199	12	of	of	ADP
ajoaa-1760	199	13	the	the	DET
ajoaa-1760	199	14	sector	sector	NOUN
ajoaa-1760	199	15	.	.	PUNCT
ajoaa-1760	200	1	farmer	farmer	NOUN
ajoaa-1760	200	2	education	education	NOUN
ajoaa-1760	200	3	on	on	ADP
ajoaa-1760	200	4	the	the	DET
ajoaa-1760	200	5	appropriate	appropriate	ADJ
ajoaa-1760	200	6	use	use	NOUN
ajoaa-1760	200	7	of	of	ADP
ajoaa-1760	200	8	inputs	input	NOUN
ajoaa-1760	200	9	through	through	ADP
ajoaa-1760	200	10	the	the	DET
ajoaa-1760	200	11	strengthening	strengthening	NOUN
ajoaa-1760	200	12	of	of	ADP
ajoaa-1760	200	13	extension	extension	NOUN
ajoaa-1760	200	14	service	service	NOUN
ajoaa-1760	200	15	delivery	delivery	NOUN
ajoaa-1760	200	16	to	to	ADP
ajoaa-1760	200	17	urban	urban	ADJ
ajoaa-1760	200	18	agriculture	agriculture	NOUN
ajoaa-1760	200	19	production	production	NOUN
ajoaa-1760	200	20	sites	site	NOUN
ajoaa-1760	200	21	needs	need	VERB
ajoaa-1760	200	22	to	to	PART
ajoaa-1760	200	23	be	be	AUX
ajoaa-1760	200	24	pursued	pursue	VERB
ajoaa-1760	200	25	by	by	ADP
ajoaa-1760	200	26	decentralised	decentralised	ADJ
ajoaa-1760	200	27	agencies	agency	NOUN
ajoaa-1760	200	28	at	at	ADP
ajoaa-1760	200	29	the	the	DET
ajoaa-1760	200	30	municipalities	municipality	NOUN
ajoaa-1760	200	31	.	.	PUNCT
ajoaa-1760	201	1	this	this	PRON
ajoaa-1760	201	2	will	will	AUX
ajoaa-1760	201	3	help	help	VERB
ajoaa-1760	201	4	improve	improve	VERB
ajoaa-1760	201	5	their	their	PRON
ajoaa-1760	201	6	resource	resource	NOUN
ajoaa-1760	201	7	allocation	allocation	NOUN
ajoaa-1760	201	8	decisions	decision	NOUN
ajoaa-1760	201	9	and	and	CCONJ
ajoaa-1760	201	10	contribute	contribute	VERB
ajoaa-1760	201	11	to	to	ADP
ajoaa-1760	201	12	increased	increase	VERB
ajoaa-1760	201	13	productivity	productivity	NOUN
ajoaa-1760	201	14	and	and	CCONJ
ajoaa-1760	201	15	profitability	profitability	NOUN
ajoaa-1760	201	16	.	.	PUNCT
ajoaa-1760	202	1	in	in	ADP
ajoaa-1760	202	2	addition	addition	NOUN
ajoaa-1760	202	3	,	,	PUNCT
ajoaa-1760	202	4	the	the	DET
ajoaa-1760	202	5	government	government	NOUN
ajoaa-1760	202	6	should	should	AUX
ajoaa-1760	202	7	give	give	VERB
ajoaa-1760	202	8	priority	priority	NOUN
ajoaa-1760	202	9	to	to	ADP
ajoaa-1760	202	10	metropolises	metropolis	NOUN
ajoaa-1760	202	11	where	where	SCONJ
ajoaa-1760	202	12	urban	urban	ADJ
ajoaa-1760	202	13	agriculture	agriculture	NOUN
ajoaa-1760	202	14	activities	activity	NOUN
ajoaa-1760	202	15	are	be	AUX
ajoaa-1760	202	16	intense	intense	ADJ
ajoaa-1760	202	17	and	and	CCONJ
ajoaa-1760	202	18	access	access	NOUN
ajoaa-1760	202	19	to	to	ADP
ajoaa-1760	202	20	water	water	NOUN
ajoaa-1760	202	21	resources	resource	NOUN
ajoaa-1760	202	22	is	be	AUX
ajoaa-1760	202	23	limited	limit	VERB
ajoaa-1760	202	24	.	.	PUNCT
ajoaa-1760	203	1	funding	funding	NOUN
ajoaa-1760	203	2	:	:	PUNCT
ajoaa-1760	203	3	this	this	DET
ajoaa-1760	203	4	study	study	NOUN
ajoaa-1760	203	5	was	be	AUX
ajoaa-1760	203	6	supported	support	VERB
ajoaa-1760	203	7	by	by	ADP
ajoaa-1760	203	8	the	the	DET
ajoaa-1760	203	9	international	international	ADJ
ajoaa-1760	203	10	water	water	PROPN
ajoaa-1760	203	11	management	management	PROPN
ajoaa-1760	203	12	institute	institute	PROPN
ajoaa-1760	203	13	(	(	PUNCT
ajoaa-1760	203	14	iwmi	iwmi	NOUN
ajoaa-1760	203	15	)	)	PUNCT
ajoaa-1760	203	16	,	,	PUNCT
ajoaa-1760	203	17	ghana	ghana	PROPN
ajoaa-1760	203	18	.	.	PUNCT
ajoaa-1760	204	1	competing	compete	VERB
ajoaa-1760	204	2	interests	interest	NOUN
ajoaa-1760	204	3	:	:	PUNCT
ajoaa-1760	204	4	the	the	DET
ajoaa-1760	204	5	authors	author	NOUN
ajoaa-1760	204	6	declared	declare	VERB
ajoaa-1760	204	7	that	that	SCONJ
ajoaa-1760	204	8	they	they	PRON
ajoaa-1760	204	9	have	have	VERB
ajoaa-1760	204	10	no	no	DET
ajoaa-1760	204	11	conflict	conflict	NOUN
ajoaa-1760	204	12	of	of	ADP
ajoaa-1760	204	13	interests	interest	NOUN
ajoaa-1760	204	14	.	.	PUNCT
ajoaa-1760	205	1	contributors	contributor	NOUN
ajoaa-1760	205	2	/	/	SYM
ajoaa-1760	205	3	acknowledgement	acknowledgement	NOUN
ajoaa-1760	205	4	:	:	PUNCT
ajoaa-1760	205	5	this	this	DET
ajoaa-1760	205	6	work	work	NOUN
ajoaa-1760	205	7	was	be	AUX
ajoaa-1760	205	8	part	part	NOUN
ajoaa-1760	205	9	of	of	ADP
ajoaa-1760	205	10	the	the	DET
ajoaa-1760	205	11	challenge	challenge	NOUN
ajoaa-1760	205	12	programme	programme	NOUN
ajoaa-1760	205	13	for	for	ADP
ajoaa-1760	205	14	food	food	NOUN
ajoaa-1760	205	15	and	and	CCONJ
ajoaa-1760	205	16	water	water	NOUN
ajoaa-1760	205	17	(	(	PUNCT
ajoaa-1760	205	18	cp38	cp38	PROPN
ajoaa-1760	205	19	)	)	PUNCT
ajoaa-1760	205	20	under	under	ADP
ajoaa-1760	205	21	the	the	DET
ajoaa-1760	205	22	volta	volta	NOUN
ajoaa-1760	205	23	basin	basin	NOUN
ajoaa-1760	205	24	project	project	NOUN
ajoaa-1760	205	25	.	.	PUNCT
ajoaa-1760	206	1	the	the	DET
ajoaa-1760	206	2	views	view	NOUN
ajoaa-1760	206	3	and	and	CCONJ
ajoaa-1760	206	4	opinions	opinion	NOUN
ajoaa-1760	206	5	expressed	express	VERB
ajoaa-1760	206	6	here	here	ADV
ajoaa-1760	206	7	are	be	AUX
ajoaa-1760	206	8	solely	solely	ADV
ajoaa-1760	206	9	that	that	PRON
ajoaa-1760	206	10	of	of	ADP
ajoaa-1760	206	11	the	the	DET
ajoaa-1760	206	12	authors	author	NOUN
ajoaa-1760	206	13	.	.	PUNCT
ajoaa-1760	207	1	views	view	NOUN
ajoaa-1760	207	2	and	and	CCONJ
ajoaa-1760	207	3	opinions	opinion	NOUN
ajoaa-1760	207	4	expressed	express	VERB
ajoaa-1760	207	5	in	in	ADP
ajoaa-1760	207	6	this	this	DET
ajoaa-1760	207	7	study	study	NOUN
ajoaa-1760	207	8	are	be	AUX
ajoaa-1760	207	9	the	the	DET
ajoaa-1760	207	10	views	view	NOUN
ajoaa-1760	207	11	and	and	CCONJ
ajoaa-1760	207	12	opinions	opinion	NOUN
ajoaa-1760	207	13	of	of	ADP
ajoaa-1760	207	14	the	the	DET
ajoaa-1760	207	15	authors	author	NOUN
ajoaa-1760	207	16	,	,	PUNCT
ajoaa-1760	207	17	asian	asian	ADJ
ajoaa-1760	207	18	journal	journal	NOUN
ajoaa-1760	207	19	of	of	ADP
ajoaa-1760	207	20	agriculture	agriculture	NOUN
ajoaa-1760	207	21	and	and	CCONJ
ajoaa-1760	207	22	rural	rural	ADJ
ajoaa-1760	207	23	development	development	NOUN
ajoaa-1760	207	24	shall	shall	AUX
ajoaa-1760	207	25	not	not	PART
ajoaa-1760	207	26	be	be	AUX
ajoaa-1760	207	27	responsible	responsible	ADJ
ajoaa-1760	207	28	or	or	CCONJ
ajoaa-1760	207	29	answerable	answerable	ADJ
ajoaa-1760	207	30	for	for	ADP
ajoaa-1760	207	31	any	any	DET
ajoaa-1760	207	32	loss	loss	NOUN
ajoaa-1760	207	33	,	,	PUNCT
ajoaa-1760	207	34	damage	damage	NOUN
ajoaa-1760	207	35	or	or	CCONJ
ajoaa-1760	207	36	liability	liability	NOUN
ajoaa-1760	207	37	etc	etc	X
ajoaa-1760	207	38	.	.	X
ajoaa-1760	207	39	caused	cause	VERB
ajoaa-1760	207	40	in	in	ADP
ajoaa-1760	207	41	relation	relation	NOUN
ajoaa-1760	207	42	to	to	PART
ajoaa-1760	207	43	/	/	PUNCT
ajoaa-1760	207	44	arising	arise	VERB
ajoaa-1760	207	45	out	out	ADP
ajoaa-1760	207	46	of	of	ADP
ajoaa-1760	207	47	the	the	DET
ajoaa-1760	207	48	use	use	NOUN
ajoaa-1760	207	49	of	of	ADP
ajoaa-1760	207	50	the	the	DET
ajoaa-1760	207	51	content	content	NOUN
ajoaa-1760	207	52	.	.	PUNCT
ajoaa-1760	208	1	references	reference	NOUN
ajoaa-1760	208	2	abdulai	abdulai	PROPN
ajoaa-1760	208	3	,	,	PUNCT
ajoaa-1760	208	4	a.	a.	PROPN
ajoaa-1760	208	5	,	,	PUNCT
ajoaa-1760	208	6	&	&	CCONJ
ajoaa-1760	208	7	tewari	tewari	PROPN
ajoaa-1760	208	8	,	,	PUNCT
ajoaa-1760	208	9	d.	d.	PROPN
ajoaa-1760	208	10	d.	d.	PROPN
ajoaa-1760	208	11	(	(	PUNCT
ajoaa-1760	208	12	2016	2016	NUM
ajoaa-1760	208	13	)	)	PUNCT
ajoaa-1760	208	14	.	.	PUNCT
ajoaa-1760	209	1	efficiency	efficiency	NOUN
ajoaa-1760	209	2	of	of	ADP
ajoaa-1760	209	3	microfinance	microfinance	NOUN
ajoaa-1760	209	4	institutions	institution	NOUN
ajoaa-1760	209	5	in	in	ADP
ajoaa-1760	209	6	sub	sub	ADJ
ajoaa-1760	209	7	-	-	ADJ
ajoaa-1760	209	8	saharan	saharan	ADJ
ajoaa-1760	209	9	africa	africa	PROPN
ajoaa-1760	209	10	:	:	PUNCT
ajoaa-1760	209	11	a	a	DET
ajoaa-1760	209	12	stochastic	stochastic	ADJ
ajoaa-1760	209	13	frontier	frontier	NOUN
ajoaa-1760	209	14	approach	approach	NOUN
ajoaa-1760	209	15	.	.	PUNCT
ajoaa-1760	210	1	ghana	ghana	PROPN
ajoaa-1760	210	2	journal	journal	PROPN
ajoaa-1760	210	3	of	of	ADP
ajoaa-1760	210	4	development	development	NOUN
ajoaa-1760	210	5	studies	study	NOUN
ajoaa-1760	210	6	,	,	PUNCT
ajoaa-1760	210	7	13(2	13(2	PROPN
ajoaa-1760	210	8	)	)	PUNCT
ajoaa-1760	210	9	,	,	PUNCT
ajoaa-1760	210	10	117139	117139	NUM
ajoaa-1760	210	11	.	.	PUNCT
ajoaa-1760	211	1	view	view	NOUN
ajoaa-1760	211	2	at	at	ADP
ajoaa-1760	211	3	google	google	PROPN
ajoaa-1760	211	4	scholar	scholar	NOUN
ajoaa-1760	211	5	/	/	SYM
ajoaa-1760	211	6	view	view	NOUN
ajoaa-1760	211	7	at	at	ADP
ajoaa-1760	211	8	publisher	publisher	NOUN
ajoaa-1760	211	9	adewumi	adewumi	PROPN
ajoaa-1760	211	10	,	,	PUNCT
ajoaa-1760	211	11	m.	m.	NOUN
ajoaa-1760	211	12	o.	o.	PROPN
ajoaa-1760	211	13	,	,	PUNCT
ajoaa-1760	211	14	omotesho	omotesho	PROPN
ajoaa-1760	211	15	,	,	PUNCT
ajoaa-1760	211	16	o.	o.	PROPN
ajoaa-1760	211	17	a.	a.	PROPN
ajoaa-1760	211	18	,	,	PUNCT
ajoaa-1760	211	19	&	&	CCONJ
ajoaa-1760	211	20	bello	bello	PROPN
ajoaa-1760	211	21	,	,	PUNCT
ajoaa-1760	211	22	t.	t.	PROPN
ajoaa-1760	211	23	(	(	PUNCT
ajoaa-1760	211	24	2005	2005	NUM
ajoaa-1760	211	25	)	)	PUNCT
ajoaa-1760	211	26	.	.	PUNCT
ajoaa-1760	212	1	economic	economic	ADJ
ajoaa-1760	212	2	of	of	ADP
ajoaa-1760	212	3	irrigation	irrigation	NOUN
ajoaa-1760	212	4	farming	farming	NOUN
ajoaa-1760	212	5	in	in	ADP
ajoaa-1760	212	6	nigeria	nigeria	PROPN
ajoaa-1760	212	7	:	:	PUNCT
ajoaa-1760	212	8	a	a	DET
ajoaa-1760	212	9	case	case	NOUN
ajoaa-1760	212	10	study	study	NOUN
ajoaa-1760	212	11	of	of	ADP
ajoaa-1760	212	12	tomato	tomato	NOUN
ajoaa-1760	212	13	based	base	VERB
ajoaa-1760	212	14	-	-	PUNCT
ajoaa-1760	212	15	farming	farming	NOUN
ajoaa-1760	212	16	in	in	ADP
ajoaa-1760	212	17	sokoto	sokoto	PROPN
ajoaa-1760	212	18	state	state	PROPN
ajoaa-1760	212	19	,	,	PUNCT
ajoaa-1760	212	20	nigeria	nigeria	PROPN
ajoaa-1760	212	21	.	.	PUNCT
ajoaa-1760	213	1	international	international	ADJ
ajoaa-1760	213	2	journal	journal	PROPN
ajoaa-1760	213	3	of	of	ADP
ajoaa-1760	213	4	agriculture	agriculture	NOUN
ajoaa-1760	213	5	and	and	CCONJ
ajoaa-1760	213	6	rural	rural	ADJ
ajoaa-1760	213	7	development	development	NOUN
ajoaa-1760	213	8	,	,	PUNCT
ajoaa-1760	213	9	6	6	NUM
ajoaa-1760	213	10	,	,	PUNCT
ajoaa-1760	213	11	103	103	NUM
ajoaa-1760	213	12	-	-	SYM
ajoaa-1760	213	13	110	110	NUM
ajoaa-1760	213	14	.	.	PUNCT
ajoaa-1760	214	1	view	view	NOUN
ajoaa-1760	214	2	at	at	ADP
ajoaa-1760	214	3	google	google	PROPN
ajoaa-1760	214	4	scholar	scholar	NOUN
ajoaa-1760	214	5	/	/	SYM
ajoaa-1760	214	6	view	view	NOUN
ajoaa-1760	214	7	at	at	ADP
ajoaa-1760	214	8	publisher	publisher	NOUN
ajoaa-1760	214	9	aigner	aigner	NOUN
ajoaa-1760	214	10	,	,	PUNCT
ajoaa-1760	214	11	d.	d.	PROPN
ajoaa-1760	214	12	,	,	PUNCT
ajoaa-1760	214	13	lovell	lovell	PROPN
ajoaa-1760	214	14	,	,	PUNCT
ajoaa-1760	214	15	c.	c.	PROPN
ajoaa-1760	214	16	a.	a.	PROPN
ajoaa-1760	214	17	k.	k.	PROPN
ajoaa-1760	214	18	,	,	PUNCT
ajoaa-1760	214	19	&	&	CCONJ
ajoaa-1760	214	20	schmidt	schmidt	PROPN
ajoaa-1760	214	21	,	,	PUNCT
ajoaa-1760	214	22	p.	p.	NOUN
ajoaa-1760	214	23	(	(	PUNCT
ajoaa-1760	214	24	1977	1977	NUM
ajoaa-1760	214	25	)	)	PUNCT
ajoaa-1760	214	26	.	.	PUNCT
ajoaa-1760	215	1	formulation	formulation	NOUN
ajoaa-1760	215	2	and	and	CCONJ
ajoaa-1760	215	3	estimation	estimation	NOUN
ajoaa-1760	215	4	of	of	ADP
ajoaa-1760	215	5	stochastic	stochastic	ADJ
ajoaa-1760	215	6	frontier	frontier	NOUN
ajoaa-1760	215	7	production	production	NOUN
ajoaa-1760	215	8	function	function	NOUN
ajoaa-1760	215	9	models	model	NOUN
ajoaa-1760	215	10	.	.	PUNCT
ajoaa-1760	216	1	journal	journal	NOUN
ajoaa-1760	216	2	of	of	ADP
ajoaa-1760	216	3	econometrics	econometric	NOUN
ajoaa-1760	216	4	,	,	PUNCT
ajoaa-1760	216	5	6	6	NUM
ajoaa-1760	216	6	,	,	PUNCT
ajoaa-1760	216	7	21	21	NUM
ajoaa-1760	216	8	-	-	SYM
ajoaa-1760	216	9	37	37	NUM
ajoaa-1760	216	10	.	.	PUNCT
ajoaa-1760	217	1	view	view	NOUN
ajoaa-1760	217	2	at	at	ADP
ajoaa-1760	217	3	google	google	PROPN
ajoaa-1760	217	4	scholar	scholar	NOUN
ajoaa-1760	217	5	/	/	SYM
ajoaa-1760	217	6	view	view	NOUN
ajoaa-1760	217	7	at	at	ADP
ajoaa-1760	217	8	publisher	publisher	NOUN
ajoaa-1760	217	9	akamin	akamin	PROPN
ajoaa-1760	217	10	,	,	PUNCT
ajoaa-1760	217	11	a.	a.	NOUN
ajoaa-1760	217	12	,	,	PUNCT
ajoaa-1760	217	13	bidogeza	bidogeza	PROPN
ajoaa-1760	217	14	,	,	PUNCT
ajoaa-1760	217	15	j.	j.	PROPN
ajoaa-1760	217	16	,	,	PUNCT
ajoaa-1760	217	17	minkoua	minkoua	PROPN
ajoaa-1760	217	18	,	,	PUNCT
ajoaa-1760	217	19	j.	j.	PROPN
ajoaa-1760	217	20	r.	r.	PROPN
ajoaa-1760	217	21	n.	n.	PROPN
ajoaa-1760	217	22	,	,	PUNCT
ajoaa-1760	217	23	&	&	CCONJ
ajoaa-1760	217	24	afari	afari	NOUN
ajoaa-1760	217	25	-	-	PUNCT
ajoaa-1760	217	26	sefa	sefa	NOUN
ajoaa-1760	217	27	,	,	PUNCT
ajoaa-1760	217	28	v.	v.	PROPN
ajoaa-1760	217	29	(	(	PUNCT
ajoaa-1760	217	30	2017	2017	NUM
ajoaa-1760	217	31	)	)	PUNCT
ajoaa-1760	217	32	.	.	PUNCT
ajoaa-1760	218	1	efficiency	efficiency	NOUN
ajoaa-1760	218	2	and	and	CCONJ
ajoaa-1760	218	3	productivity	productivity	NOUN
ajoaa-1760	218	4	analysis	analysis	NOUN
ajoaa-1760	218	5	of	of	ADP
ajoaa-1760	218	6	vegetable	vegetable	NOUN
ajoaa-1760	218	7	farming	farming	NOUN
ajoaa-1760	218	8	within	within	ADP
ajoaa-1760	218	9	root	root	NOUN
ajoaa-1760	218	10	and	and	CCONJ
ajoaa-1760	218	11	tuber	tuber	NOUN
ajoaa-1760	218	12	-	-	PUNCT
ajoaa-1760	218	13	based	base	VERB
ajoaa-1760	218	14	systems	system	NOUN
ajoaa-1760	218	15	in	in	ADP
ajoaa-1760	218	16	the	the	DET
ajoaa-1760	218	17	humid	humid	NOUN
ajoaa-1760	218	18	tropics	tropic	NOUN
ajoaa-1760	218	19	of	of	ADP
ajoaa-1760	218	20	cameroon	cameroon	PROPN
ajoaa-1760	218	21	.	.	PUNCT
ajoaa-1760	219	1	journal	journal	PROPN
ajoaa-1760	219	2	of	of	ADP
ajoaa-1760	219	3	integrative	integrative	ADJ
ajoaa-1760	219	4	agriculture	agriculture	NOUN
ajoaa-1760	219	5	,	,	PUNCT
ajoaa-1760	219	6	16(8	16(8	NUM
ajoaa-1760	219	7	)	)	PUNCT
ajoaa-1760	219	8	,	,	PUNCT
ajoaa-1760	219	9	1865	1865	NUM
ajoaa-1760	219	10	-	-	SYM
ajoaa-1760	219	11	1873	1873	NUM
ajoaa-1760	219	12	.	.	PUNCT
ajoaa-1760	220	1	view	view	NOUN
ajoaa-1760	220	2	at	at	ADP
ajoaa-1760	220	3	google	google	PROPN
ajoaa-1760	220	4	scholar	scholar	NOUN
ajoaa-1760	220	5	/	/	SYM
ajoaa-1760	220	6	view	view	NOUN
ajoaa-1760	220	7	at	at	ADP
ajoaa-1760	220	8	publisher	publisher	NOUN
ajoaa-1760	220	9	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+of+microfinance+institutions+in+sub-saharan+africa%3a+a+stochastic+frontier+approach&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+of+microfinance+institutions+in+sub-saharan+africa%3a+a+stochastic+frontier+approach&btng=	PROPN
ajoaa-1760	220	10	https://doi.org/10.4314/gjds.v13i2.7	https://doi.org/10.4314/gjds.v13i2.7	PROPN
ajoaa-1760	220	11	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=economic+of+irrigation+farming+in+nigeria%3a+a+case+study+of+tomato+based-farming+in+sokoto+state%2c+nigeria&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=economic+of+irrigation+farming+in+nigeria%3a+a+case+study+of+tomato+based-farming+in+sokoto+state%2c+nigeria&btng=	PROPN
ajoaa-1760	221	1	https://doi.org/10.4314/ijard.v6i1.2595	https://doi.org/10.4314/ijard.v6i1.2595	PROPN
ajoaa-1760	221	2	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=formulation+and+estimation+of+stochastic+frontier+production+function+models&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=formulation+and+estimation+of+stochastic+frontier+production+function+models&btng=	NOUN
ajoaa-1760	221	3	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=formulation+and+estimation+of+stochastic+frontier+production+function+models&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=formulation+and+estimation+of+stochastic+frontier+production+function+models&btng=	NOUN
ajoaa-1760	222	1	https://doi.org/10.1016/0304-4076(77)90052-5	https://doi.org/10.1016/0304-4076(77)90052-5	ADJ
ajoaa-1760	222	2	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+and+productivity+analysis+of+vegetable+farming+within+root+and+tuber-based+systems+in+the+humid+tropics+of+cameroon&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+and+productivity+analysis+of+vegetable+farming+within+root+and+tuber-based+systems+in+the+humid+tropics+of+cameroon&btng=	PROPN
ajoaa-1760	222	3	https://doi.org/10.1016/s2095-3119(17)61662-9	https://doi.org/10.1016/s2095-3119(17)61662-9	VERB
ajoaa-1760	222	4	asian	asian	PROPN
ajoaa-1760	222	5	journal	journal	PROPN
ajoaa-1760	222	6	of	of	ADP
ajoaa-1760	222	7	agriculture	agriculture	NOUN
ajoaa-1760	222	8	and	and	CCONJ
ajoaa-1760	222	9	rural	rural	ADJ
ajoaa-1760	222	10	development	development	NOUN
ajoaa-1760	222	11	,	,	PUNCT
ajoaa-1760	222	12	8(2)2018	8(2)2018	NUM
ajoaa-1760	222	13	:	:	PUNCT
ajoaa-1760	222	14	92	92	NUM
ajoaa-1760	222	15	-	-	SYM
ajoaa-1760	222	16	103	103	NUM
ajoaa-1760	222	17	102	102	NUM
ajoaa-1760	222	18	battese	battese	NOUN
ajoaa-1760	222	19	,	,	PUNCT
ajoaa-1760	222	20	g.	g.	PROPN
ajoaa-1760	222	21	e.	e.	PROPN
ajoaa-1760	222	22	,	,	PUNCT
ajoaa-1760	222	23	&	&	CCONJ
ajoaa-1760	222	24	coelli	coelli	PROPN
ajoaa-1760	222	25	,	,	PUNCT
ajoaa-1760	222	26	t.	t.	PROPN
ajoaa-1760	222	27	j.	j.	PROPN
ajoaa-1760	222	28	(	(	PUNCT
ajoaa-1760	222	29	1993	1993	NUM
ajoaa-1760	222	30	)	)	PUNCT
ajoaa-1760	222	31	.	.	PUNCT
ajoaa-1760	223	1	a	a	DET
ajoaa-1760	223	2	stochastic	stochastic	ADJ
ajoaa-1760	223	3	frontier	frontier	NOUN
ajoaa-1760	223	4	production	production	NOUN
ajoaa-1760	223	5	function	function	NOUN
ajoaa-1760	223	6	incorporating	incorporate	VERB
ajoaa-1760	223	7	technical	technical	ADJ
ajoaa-1760	223	8	inefficiency	inefficiency	NOUN
ajoaa-1760	223	9	effects	effect	NOUN
ajoaa-1760	223	10	.	.	PUNCT
ajoaa-1760	224	1	working	work	VERB
ajoaa-1760	224	2	paper	paper	NOUN
ajoaa-1760	224	3	in	in	ADP
ajoaa-1760	224	4	econometrics	econometric	NOUN
ajoaa-1760	224	5	and	and	CCONJ
ajoaa-1760	224	6	applied	apply	VERB
ajoaa-1760	224	7	statistics	statistic	NOUN
ajoaa-1760	224	8	no	no	DET
ajoaa-1760	224	9	69	69	NUM
ajoaa-1760	224	10	.	.	PUNCT
ajoaa-1760	225	1	department	department	NOUN
ajoaa-1760	225	2	of	of	ADP
ajoaa-1760	225	3	econometrics	econometrics	PROPN
ajoaa-1760	225	4	,	,	PUNCT
ajoaa-1760	225	5	university	university	NOUN
ajoaa-1760	225	6	of	of	ADP
ajoaa-1760	225	7	new	new	PROPN
ajoaa-1760	225	8	england	england	PROPN
ajoaa-1760	225	9	.	.	PUNCT
ajoaa-1760	226	1	armidale	armidale	PROPN
ajoaa-1760	226	2	.	.	PUNCT
ajoaa-1760	226	3	view	view	NOUN
ajoaa-1760	226	4	at	at	ADP
ajoaa-1760	226	5	google	google	PROPN
ajoaa-1760	226	6	scholar	scholar	PROPN
ajoaa-1760	226	7	battese	battese	PROPN
ajoaa-1760	226	8	,	,	PUNCT
ajoaa-1760	226	9	g.	g.	PROPN
ajoaa-1760	226	10	e.	e.	PROPN
ajoaa-1760	226	11	,	,	PUNCT
ajoaa-1760	226	12	&	&	CCONJ
ajoaa-1760	226	13	coelli	coelli	PROPN
ajoaa-1760	226	14	,	,	PUNCT
ajoaa-1760	226	15	t.	t.	PROPN
ajoaa-1760	226	16	j.	j.	PROPN
ajoaa-1760	226	17	(	(	PUNCT
ajoaa-1760	226	18	1988	1988	NUM
ajoaa-1760	226	19	)	)	PUNCT
ajoaa-1760	226	20	.	.	PUNCT
ajoaa-1760	227	1	prediction	prediction	NOUN
ajoaa-1760	227	2	of	of	ADP
ajoaa-1760	227	3	firm	firm	ADJ
ajoaa-1760	227	4	-	-	PUNCT
ajoaa-1760	227	5	level	level	NOUN
ajoaa-1760	227	6	technical	technical	ADJ
ajoaa-1760	227	7	efficiencies	efficiency	NOUN
ajoaa-1760	227	8	with	with	ADP
ajoaa-1760	227	9	a	a	DET
ajoaa-1760	227	10	generalised	generalise	VERB
ajoaa-1760	227	11	frontier	frontier	NOUN
ajoaa-1760	227	12	production	production	NOUN
ajoaa-1760	227	13	functions	function	NOUN
ajoaa-1760	227	14	and	and	CCONJ
ajoaa-1760	227	15	panel	panel	NOUN
ajoaa-1760	227	16	data	datum	NOUN
ajoaa-1760	227	17	.	.	PUNCT
ajoaa-1760	228	1	journal	journal	PROPN
ajoaa-1760	228	2	of	of	ADP
ajoaa-1760	228	3	econometrics	econometric	NOUN
ajoaa-1760	228	4	,	,	PUNCT
ajoaa-1760	228	5	38	38	NUM
ajoaa-1760	228	6	,	,	PUNCT
ajoaa-1760	228	7	387399	387399	NUM
ajoaa-1760	228	8	.	.	PUNCT
ajoaa-1760	229	1	view	view	NOUN
ajoaa-1760	229	2	at	at	ADP
ajoaa-1760	229	3	google	google	PROPN
ajoaa-1760	229	4	scholar	scholar	NOUN
ajoaa-1760	229	5	/	/	SYM
ajoaa-1760	229	6	view	view	NOUN
ajoaa-1760	229	7	at	at	ADP
ajoaa-1760	229	8	publisher	publisher	NOUN
ajoaa-1760	229	9	coelli	coelli	PROPN
ajoaa-1760	229	10	,	,	PUNCT
ajoaa-1760	229	11	j.	j.	PROPN
ajoaa-1760	229	12	t.	t.	PROPN
ajoaa-1760	229	13	,	,	PUNCT
ajoaa-1760	229	14	&	&	CCONJ
ajoaa-1760	229	15	perelman	perelman	PROPN
ajoaa-1760	229	16	,	,	PUNCT
ajoaa-1760	229	17	s.	s.	PROPN
ajoaa-1760	229	18	(	(	PUNCT
ajoaa-1760	229	19	1999	1999	NUM
ajoaa-1760	229	20	)	)	PUNCT
ajoaa-1760	229	21	.	.	PUNCT
ajoaa-1760	230	1	a	a	DET
ajoaa-1760	230	2	comparison	comparison	NOUN
ajoaa-1760	230	3	of	of	ADP
ajoaa-1760	230	4	parametric	parametric	ADJ
ajoaa-1760	230	5	and	and	CCONJ
ajoaa-1760	230	6	non	non	ADJ
ajoaa-1760	230	7	-	-	ADJ
ajoaa-1760	230	8	parametric	parametric	ADJ
ajoaa-1760	230	9	distance	distance	NOUN
ajoaa-1760	230	10	functions	function	NOUN
ajoaa-1760	230	11	:	:	PUNCT
ajoaa-1760	230	12	with	with	ADP
ajoaa-1760	230	13	application	application	NOUN
ajoaa-1760	230	14	to	to	ADP
ajoaa-1760	230	15	european	european	ADJ
ajoaa-1760	230	16	railways	railway	NOUN
ajoaa-1760	230	17	.	.	PUNCT
ajoaa-1760	231	1	european	european	ADJ
ajoaa-1760	231	2	journal	journal	PROPN
ajoaa-1760	231	3	of	of	ADP
ajoaa-1760	231	4	operational	operational	ADJ
ajoaa-1760	231	5	research	research	NOUN
ajoaa-1760	231	6	,	,	PUNCT
ajoaa-1760	231	7	117	117	NUM
ajoaa-1760	231	8	,	,	PUNCT
ajoaa-1760	231	9	326	326	NUM
ajoaa-1760	231	10	-	-	SYM
ajoaa-1760	231	11	339	339	NUM
ajoaa-1760	231	12	.	.	PUNCT
ajoaa-1760	232	1	view	view	NOUN
ajoaa-1760	232	2	at	at	ADP
ajoaa-1760	232	3	google	google	PROPN
ajoaa-1760	232	4	scholar	scholar	NOUN
ajoaa-1760	232	5	/	/	SYM
ajoaa-1760	232	6	view	view	NOUN
ajoaa-1760	232	7	at	at	ADP
ajoaa-1760	232	8	publisher	publisher	NOUN
ajoaa-1760	232	9	coelli	coelli	PROPN
ajoaa-1760	232	10	,	,	PUNCT
ajoaa-1760	232	11	t.	t.	PROPN
ajoaa-1760	232	12	j.	j.	PROPN
ajoaa-1760	232	13	(	(	PUNCT
ajoaa-1760	232	14	1995	1995	NUM
ajoaa-1760	232	15	)	)	PUNCT
ajoaa-1760	232	16	.	.	PUNCT
ajoaa-1760	233	1	recent	recent	ADJ
ajoaa-1760	233	2	developments	development	NOUN
ajoaa-1760	233	3	in	in	ADP
ajoaa-1760	233	4	frontier	frontier	NOUN
ajoaa-1760	233	5	modelling	modelling	NOUN
ajoaa-1760	233	6	and	and	CCONJ
ajoaa-1760	233	7	efficiency	efficiency	NOUN
ajoaa-1760	233	8	measurement	measurement	NOUN
ajoaa-1760	233	9	.	.	PUNCT
ajoaa-1760	234	1	australian	australian	ADJ
ajoaa-1760	234	2	journal	journal	NOUN
ajoaa-1760	234	3	of	of	ADP
ajoaa-1760	234	4	agricultural	agricultural	ADJ
ajoaa-1760	234	5	economics	economic	NOUN
ajoaa-1760	234	6	,	,	PUNCT
ajoaa-1760	234	7	39(3	39(3	NUM
ajoaa-1760	234	8	)	)	PUNCT
ajoaa-1760	234	9	,	,	PUNCT
ajoaa-1760	234	10	219	219	NUM
ajoaa-1760	234	11	-	-	SYM
ajoaa-1760	234	12	245	245	NUM
ajoaa-1760	234	13	.	.	PUNCT
ajoaa-1760	235	1	view	view	NOUN
ajoaa-1760	235	2	at	at	ADP
ajoaa-1760	235	3	google	google	PROPN
ajoaa-1760	235	4	scholar	scholar	NOUN
ajoaa-1760	235	5	/	/	SYM
ajoaa-1760	235	6	view	view	NOUN
ajoaa-1760	235	7	at	at	ADP
ajoaa-1760	235	8	publisher	publisher	NOUN
ajoaa-1760	235	9	dittoh	dittoh	PROPN
ajoaa-1760	235	10	,	,	PUNCT
ajoaa-1760	235	11	s.	s.	PROPN
ajoaa-1760	235	12	,	,	PUNCT
ajoaa-1760	235	13	bhattarai	bhattarai	NOUN
ajoaa-1760	235	14	,	,	PUNCT
ajoaa-1760	235	15	m.	m.	NOUN
ajoaa-1760	235	16	,	,	PUNCT
ajoaa-1760	235	17	&	&	CCONJ
ajoaa-1760	235	18	akuriba	akuriba	PROPN
ajoaa-1760	235	19	,	,	PUNCT
ajoaa-1760	235	20	m.	m.	NOUN
ajoaa-1760	235	21	a.	a.	NOUN
ajoaa-1760	235	22	(	(	PUNCT
ajoaa-1760	235	23	2013	2013	NUM
ajoaa-1760	235	24	)	)	PUNCT
ajoaa-1760	235	25	.	.	PUNCT
ajoaa-1760	236	1	micro	micro	NOUN
ajoaa-1760	236	2	-	-	NOUN
ajoaa-1760	236	3	irrigation	irrigation	NOUN
ajoaa-1760	236	4	based	base	VERB
ajoaa-1760	236	5	vegetable	vegetable	NOUN
ajoaa-1760	236	6	farming	farming	NOUN
ajoaa-1760	236	7	for	for	ADP
ajoaa-1760	236	8	income	income	NOUN
ajoaa-1760	236	9	,	,	PUNCT
ajoaa-1760	236	10	employment	employment	NOUN
ajoaa-1760	236	11	,	,	PUNCT
ajoaa-1760	236	12	and	and	CCONJ
ajoaa-1760	236	13	food	food	NOUN
ajoaa-1760	236	14	security	security	NOUN
ajoaa-1760	236	15	in	in	ADP
ajoaa-1760	236	16	west	west	PROPN
ajoaa-1760	236	17	africa	africa	PROPN
ajoaa-1760	236	18	.	.	PUNCT
ajoaa-1760	237	1	in	in	ADP
ajoaa-1760	237	2	:	:	PUNCT
ajoaa-1760	237	3	m.	m.	NOUN
ajoaa-1760	237	4	a	a	DET
ajoaa-1760	237	5	hanjra	hanjra	NOUN
ajoaa-1760	237	6	(	(	PUNCT
ajoaa-1760	237	7	eds	ed	NOUN
ajoaa-1760	237	8	.	.	PUNCT
ajoaa-1760	237	9	)	)	PUNCT
ajoaa-1760	237	10	global	global	ADJ
ajoaa-1760	237	11	food	food	NOUN
ajoaa-1760	237	12	security	security	NOUN
ajoaa-1760	237	13	.	.	PUNCT
ajoaa-1760	238	1	nova	nova	PROPN
ajoaa-1760	238	2	science	science	NOUN
ajoaa-1760	238	3	publishers	publisher	NOUN
ajoaa-1760	238	4	,	,	PUNCT
ajoaa-1760	238	5	inc	inc	PROPN
ajoaa-1760	238	6	.	.	PROPN
ajoaa-1760	238	7	view	view	NOUN
ajoaa-1760	238	8	at	at	ADP
ajoaa-1760	238	9	google	google	PROPN
ajoaa-1760	238	10	scholar	scholar	NOUN
ajoaa-1760	238	11	dittoh	dittoh	NOUN
ajoaa-1760	238	12	,	,	PUNCT
ajoaa-1760	238	13	s.	s.	PROPN
ajoaa-1760	238	14	(	(	PUNCT
ajoaa-1760	238	15	1992	1992	NUM
ajoaa-1760	238	16	)	)	PUNCT
ajoaa-1760	238	17	.	.	PUNCT
ajoaa-1760	239	1	the	the	DET
ajoaa-1760	239	2	economics	economic	NOUN
ajoaa-1760	239	3	of	of	ADP
ajoaa-1760	239	4	dry	dry	ADJ
ajoaa-1760	239	5	season	season	NOUN
ajoaa-1760	239	6	vegetable	vegetable	NOUN
ajoaa-1760	239	7	production	production	NOUN
ajoaa-1760	239	8	in	in	ADP
ajoaa-1760	239	9	nigeria	nigeria	PROPN
ajoaa-1760	239	10	.	.	PUNCT
ajoaa-1760	240	1	acta	acta	PROPN
ajoaa-1760	240	2	horticulturae	horticulturae	PROPN
ajoaa-1760	240	3	,	,	PUNCT
ajoaa-1760	240	4	296	296	NUM
ajoaa-1760	240	5	,	,	PUNCT
ajoaa-1760	240	6	257	257	NUM
ajoaa-1760	240	7	-	-	SYM
ajoaa-1760	240	8	264	264	NUM
ajoaa-1760	240	9	.	.	PUNCT
ajoaa-1760	241	1	view	view	NOUN
ajoaa-1760	241	2	at	at	ADP
ajoaa-1760	241	3	google	google	PROPN
ajoaa-1760	241	4	scholar	scholar	NOUN
ajoaa-1760	241	5	/	/	SYM
ajoaa-1760	241	6	view	view	NOUN
ajoaa-1760	241	7	at	at	ADP
ajoaa-1760	241	8	publisher	publisher	PROPN
ajoaa-1760	241	9	dlamini	dlamini	PROPN
ajoaa-1760	241	10	,	,	PUNCT
ajoaa-1760	241	11	f.	f.	PROPN
ajoaa-1760	241	12	d.	d.	PROPN
ajoaa-1760	241	13	,	,	PUNCT
ajoaa-1760	241	14	&	&	CCONJ
ajoaa-1760	241	15	kongolo	kongolo	PROPN
ajoaa-1760	241	16	,	,	PUNCT
ajoaa-1760	241	17	m.	m.	NOUN
ajoaa-1760	241	18	(	(	PUNCT
ajoaa-1760	241	19	2014	2014	NUM
ajoaa-1760	241	20	)	)	PUNCT
ajoaa-1760	241	21	.	.	PUNCT
ajoaa-1760	242	1	resource	resource	NOUN
ajoaa-1760	242	2	use	use	VERB
ajoaa-1760	242	3	efficiency	efficiency	NOUN
ajoaa-1760	242	4	in	in	ADP
ajoaa-1760	242	5	organic	organic	ADJ
ajoaa-1760	242	6	vegetable	vegetable	NOUN
ajoaa-1760	242	7	production	production	NOUN
ajoaa-1760	242	8	:	:	PUNCT
ajoaa-1760	242	9	a	a	DET
ajoaa-1760	242	10	case	case	NOUN
ajoaa-1760	242	11	study	study	NOUN
ajoaa-1760	242	12	of	of	ADP
ajoaa-1760	242	13	manzini	manzini	PROPN
ajoaa-1760	242	14	region	region	PROPN
ajoaa-1760	242	15	,	,	PUNCT
ajoaa-1760	242	16	swaziland	swaziland	PROPN
ajoaa-1760	242	17	.	.	PUNCT
ajoaa-1760	242	18	journal	journal	PROPN
ajoaa-1760	242	19	of	of	ADP
ajoaa-1760	242	20	agricultural	agricultural	ADJ
ajoaa-1760	242	21	studies	study	NOUN
ajoaa-1760	242	22	,	,	PUNCT
ajoaa-1760	242	23	2(2	2(2	NUM
ajoaa-1760	242	24	)	)	PUNCT
ajoaa-1760	242	25	,	,	PUNCT
ajoaa-1760	242	26	52	52	NUM
ajoaa-1760	242	27	-	-	SYM
ajoaa-1760	242	28	61	61	NUM
ajoaa-1760	242	29	.	.	PUNCT
ajoaa-1760	243	1	view	view	NOUN
ajoaa-1760	243	2	at	at	ADP
ajoaa-1760	243	3	google	google	PROPN
ajoaa-1760	243	4	scholar	scholar	NOUN
ajoaa-1760	243	5	/	/	SYM
ajoaa-1760	243	6	view	view	NOUN
ajoaa-1760	243	7	at	at	ADP
ajoaa-1760	243	8	publisher	publisher	NOUN
ajoaa-1760	243	9	ekobi	ekobi	ADJ
ajoaa-1760	243	10	,	,	PUNCT
ajoaa-1760	243	11	g.	g.	PROPN
ajoaa-1760	243	12	,	,	PUNCT
ajoaa-1760	243	13	&	&	CCONJ
ajoaa-1760	243	14	mboh	mboh	PROPN
ajoaa-1760	243	15	,	,	PUNCT
ajoaa-1760	243	16	l.	l.	PROPN
ajoaa-1760	243	17	(	(	PUNCT
ajoaa-1760	243	18	2018	2018	NUM
ajoaa-1760	243	19	)	)	PUNCT
ajoaa-1760	243	20	.	.	PUNCT
ajoaa-1760	244	1	an	an	DET
ajoaa-1760	244	2	exploratory	exploratory	ADJ
ajoaa-1760	244	3	study	study	NOUN
ajoaa-1760	244	4	into	into	ADP
ajoaa-1760	244	5	the	the	DET
ajoaa-1760	244	6	benefits	benefit	NOUN
ajoaa-1760	244	7	and	and	CCONJ
ajoaa-1760	244	8	challenges	challenge	NOUN
ajoaa-1760	244	9	facing	face	VERB
ajoaa-1760	244	10	smallscale	smallscale	ADJ
ajoaa-1760	244	11	farmers	farmer	NOUN
ajoaa-1760	244	12	in	in	ADP
ajoaa-1760	244	13	the	the	DET
ajoaa-1760	244	14	taung	taung	ADJ
ajoaa-1760	244	15	irrigation	irrigation	NOUN
ajoaa-1760	244	16	scheme	scheme	NOUN
ajoaa-1760	244	17	,	,	PUNCT
ajoaa-1760	244	18	north	north	NOUN
ajoaa-1760	244	19	west	west	PROPN
ajoaa-1760	244	20	provence	provence	PROPN
ajoaa-1760	244	21	,	,	PUNCT
ajoaa-1760	244	22	south	south	PROPN
ajoaa-1760	244	23	africa	africa	PROPN
ajoaa-1760	244	24	.	.	PUNCT
ajoaa-1760	245	1	asia	asia	PROPN
ajoaa-1760	245	2	journal	journal	PROPN
ajoaa-1760	245	3	of	of	ADP
ajoaa-1760	245	4	agriculture	agriculture	NOUN
ajoaa-1760	245	5	and	and	CCONJ
ajoaa-1760	245	6	rural	rural	ADJ
ajoaa-1760	245	7	development	development	NOUN
ajoaa-1760	245	8	,	,	PUNCT
ajoaa-1760	245	9	8(1	8(1	NOUN
ajoaa-1760	245	10	)	)	PUNCT
ajoaa-1760	245	11	,	,	PUNCT
ajoaa-1760	245	12	28	28	NUM
ajoaa-1760	245	13	-	-	SYM
ajoaa-1760	245	14	39	39	NUM
ajoaa-1760	245	15	.	.	PUNCT
ajoaa-1760	246	1	ellis	ellis	PROPN
ajoaa-1760	246	2	,	,	PUNCT
ajoaa-1760	246	3	f.	f.	PROPN
ajoaa-1760	246	4	(	(	PUNCT
ajoaa-1760	246	5	1988	1988	NUM
ajoaa-1760	246	6	)	)	PUNCT
ajoaa-1760	246	7	.	.	PUNCT
ajoaa-1760	247	1	peasant	peasant	NOUN
ajoaa-1760	247	2	economics	economic	NOUN
ajoaa-1760	247	3	,	,	PUNCT
ajoaa-1760	247	4	farm	farm	NOUN
ajoaa-1760	247	5	households	household	NOUN
ajoaa-1760	247	6	,	,	PUNCT
ajoaa-1760	247	7	and	and	CCONJ
ajoaa-1760	247	8	agrarian	agrarian	ADJ
ajoaa-1760	247	9	development	development	NOUN
ajoaa-1760	247	10	.	.	PUNCT
ajoaa-1760	248	1	cambridge	cambridge	PROPN
ajoaa-1760	248	2	university	university	PROPN
ajoaa-1760	248	3	press	press	PROPN
ajoaa-1760	248	4	,	,	PUNCT
ajoaa-1760	248	5	cambridge	cambridge	PROPN
ajoaa-1760	248	6	.	.	PROPN
ajoaa-1760	249	1	view	view	PROPN
ajoaa-1760	249	2	at	at	ADP
ajoaa-1760	249	3	google	google	PROPN
ajoaa-1760	249	4	scholar	scholar	NOUN
ajoaa-1760	249	5	/	/	SYM
ajoaa-1760	249	6	view	view	NOUN
ajoaa-1760	249	7	at	at	ADP
ajoaa-1760	249	8	publisher	publisher	NOUN
ajoaa-1760	249	9	fernandez	fernandez	PROPN
ajoaa-1760	249	10	-	-	PUNCT
ajoaa-1760	249	11	cornejo	cornejo	PROPN
ajoaa-1760	249	12	,	,	PUNCT
ajoaa-1760	249	13	j.	j.	PROPN
ajoaa-1760	249	14	(	(	PUNCT
ajoaa-1760	249	15	1994	1994	NUM
ajoaa-1760	249	16	)	)	PUNCT
ajoaa-1760	249	17	.	.	PUNCT
ajoaa-1760	250	1	non	non	ADJ
ajoaa-1760	250	2	-	-	ADJ
ajoaa-1760	250	3	radial	radial	ADJ
ajoaa-1760	250	4	technical	technical	ADJ
ajoaa-1760	250	5	efficiency	efficiency	NOUN
ajoaa-1760	250	6	and	and	CCONJ
ajoaa-1760	250	7	chemical	chemical	NOUN
ajoaa-1760	250	8	input	input	NOUN
ajoaa-1760	250	9	use	use	NOUN
ajoaa-1760	250	10	in	in	ADP
ajoaa-1760	250	11	agriculture	agriculture	NOUN
ajoaa-1760	250	12	.	.	PUNCT
ajoaa-1760	251	1	agricultural	agricultural	ADJ
ajoaa-1760	251	2	and	and	CCONJ
ajoaa-1760	251	3	resource	resource	NOUN
ajoaa-1760	251	4	economics	economic	NOUN
ajoaa-1760	251	5	review	review	NOUN
ajoaa-1760	251	6	,	,	PUNCT
ajoaa-1760	251	7	23(1	23(1	NOUN
ajoaa-1760	251	8	)	)	PUNCT
ajoaa-1760	251	9	,	,	PUNCT
ajoaa-1760	251	10	11	11	NUM
ajoaa-1760	251	11	-	-	SYM
ajoaa-1760	251	12	21	21	NUM
ajoaa-1760	251	13	.	.	PUNCT
ajoaa-1760	252	1	view	view	NOUN
ajoaa-1760	252	2	at	at	ADP
ajoaa-1760	252	3	google	google	PROPN
ajoaa-1760	252	4	scholar	scholar	PROPN
ajoaa-1760	252	5	haji	haji	PROPN
ajoaa-1760	252	6	,	,	PUNCT
ajoaa-1760	252	7	j.	j.	PROPN
ajoaa-1760	252	8	,	,	PUNCT
ajoaa-1760	252	9	&	&	CCONJ
ajoaa-1760	252	10	andersson	andersson	PROPN
ajoaa-1760	252	11	,	,	PUNCT
ajoaa-1760	252	12	h.	h.	PROPN
ajoaa-1760	252	13	(	(	PUNCT
ajoaa-1760	252	14	2008	2008	NUM
ajoaa-1760	252	15	)	)	PUNCT
ajoaa-1760	252	16	.	.	PUNCT
ajoaa-1760	253	1	determinants	determinant	NOUN
ajoaa-1760	253	2	of	of	ADP
ajoaa-1760	253	3	efficiency	efficiency	NOUN
ajoaa-1760	253	4	of	of	ADP
ajoaa-1760	253	5	vegetable	vegetable	NOUN
ajoaa-1760	253	6	production	production	NOUN
ajoaa-1760	253	7	in	in	ADP
ajoaa-1760	253	8	smallholder	smallholder	NOUN
ajoaa-1760	253	9	farmers	farmer	NOUN
ajoaa-1760	253	10	:	:	PUNCT
ajoaa-1760	253	11	the	the	DET
ajoaa-1760	253	12	case	case	NOUN
ajoaa-1760	253	13	of	of	ADP
ajoaa-1760	253	14	ethiopia	ethiopia	PROPN
ajoaa-1760	253	15	.	.	PUNCT
ajoaa-1760	254	1	food	food	PROPN
ajoaa-1760	254	2	economicsacta	economicsacta	PROPN
ajoaa-1760	254	3	agriculturae	agriculturae	PROPN
ajoaa-1760	254	4	scandinavica	scandinavica	PROPN
ajoaa-1760	254	5	,	,	PUNCT
ajoaa-1760	254	6	3	3	NUM
ajoaa-1760	254	7	,	,	PUNCT
ajoaa-1760	254	8	125	125	NUM
ajoaa-1760	254	9	-	-	SYM
ajoaa-1760	254	10	137	137	NUM
ajoaa-1760	254	11	.	.	PUNCT
ajoaa-1760	255	1	view	view	NOUN
ajoaa-1760	255	2	at	at	ADP
ajoaa-1760	255	3	google	google	PROPN
ajoaa-1760	255	4	scholar	scholar	NOUN
ajoaa-1760	255	5	/	/	SYM
ajoaa-1760	255	6	view	view	NOUN
ajoaa-1760	255	7	at	at	ADP
ajoaa-1760	255	8	publisher	publisher	NOUN
ajoaa-1760	255	9	jondrow	jondrow	NOUN
ajoaa-1760	255	10	,	,	PUNCT
ajoaa-1760	255	11	j.	j.	PROPN
ajoaa-1760	255	12	,	,	PUNCT
ajoaa-1760	255	13	lovell	lovell	PROPN
ajoaa-1760	255	14	,	,	PUNCT
ajoaa-1760	255	15	c.	c.	PROPN
ajoaa-1760	255	16	a.	a.	PROPN
ajoaa-1760	255	17	k.	k.	PROPN
ajoaa-1760	255	18	,	,	PUNCT
ajoaa-1760	255	19	materov	materov	PROPN
ajoaa-1760	255	20	,	,	PUNCT
ajoaa-1760	255	21	i.	i.	PROPN
ajoaa-1760	255	22	s.	s.	PROPN
ajoaa-1760	255	23	,	,	PUNCT
ajoaa-1760	255	24	&	&	CCONJ
ajoaa-1760	255	25	schmidt	schmidt	PROPN
ajoaa-1760	255	26	,	,	PUNCT
ajoaa-1760	255	27	p.	p.	NOUN
ajoaa-1760	255	28	(	(	PUNCT
ajoaa-1760	255	29	1982	1982	NUM
ajoaa-1760	255	30	)	)	PUNCT
ajoaa-1760	255	31	.	.	PUNCT
ajoaa-1760	256	1	on	on	ADP
ajoaa-1760	256	2	the	the	DET
ajoaa-1760	256	3	estimation	estimation	NOUN
ajoaa-1760	256	4	of	of	ADP
ajoaa-1760	256	5	technical	technical	ADJ
ajoaa-1760	256	6	inefficiency	inefficiency	NOUN
ajoaa-1760	256	7	in	in	ADP
ajoaa-1760	256	8	the	the	DET
ajoaa-1760	256	9	stochastic	stochastic	ADJ
ajoaa-1760	256	10	frontier	frontier	NOUN
ajoaa-1760	256	11	production	production	NOUN
ajoaa-1760	256	12	model	model	NOUN
ajoaa-1760	256	13	.	.	PUNCT
ajoaa-1760	257	1	journal	journal	PROPN
ajoaa-1760	257	2	of	of	ADP
ajoaa-1760	257	3	econometrics	econometric	NOUN
ajoaa-1760	257	4	,	,	PUNCT
ajoaa-1760	257	5	19	19	NUM
ajoaa-1760	257	6	,	,	PUNCT
ajoaa-1760	257	7	233238	233238	NUM
ajoaa-1760	257	8	.	.	PUNCT
ajoaa-1760	258	1	view	view	NOUN
ajoaa-1760	258	2	at	at	ADP
ajoaa-1760	258	3	google	google	PROPN
ajoaa-1760	258	4	scholar	scholar	NOUN
ajoaa-1760	258	5	/	/	SYM
ajoaa-1760	258	6	view	view	NOUN
ajoaa-1760	258	7	at	at	ADP
ajoaa-1760	258	8	publisher	publisher	PROPN
ajoaa-1760	258	9	khan	khan	PROPN
ajoaa-1760	258	10	,	,	PUNCT
ajoaa-1760	258	11	z.	z.	PROPN
ajoaa-1760	258	12	r.	r.	PROPN
ajoaa-1760	258	13	,	,	PUNCT
ajoaa-1760	258	14	midega	midega	PROPN
ajoaa-1760	258	15	,	,	PUNCT
ajoaa-1760	258	16	c.	c.	PROPN
ajoaa-1760	258	17	a.	a.	PROPN
ajoaa-1760	258	18	,	,	PUNCT
ajoaa-1760	258	19	pittchar	pittchar	PROPN
ajoaa-1760	258	20	,	,	PUNCT
ajoaa-1760	258	21	j.	j.	PROPN
ajoaa-1760	258	22	o.	o.	PROPN
ajoaa-1760	258	23	,	,	PUNCT
ajoaa-1760	258	24	birkett	birkett	ADJ
ajoaa-1760	258	25	,	,	PUNCT
ajoaa-1760	258	26	m.	m.	NOUN
ajoaa-1760	258	27	a.	a.	PROPN
ajoaa-1760	258	28	,	,	PUNCT
ajoaa-1760	258	29	bruce	bruce	PROPN
ajoaa-1760	258	30	,	,	PUNCT
ajoaa-1760	258	31	t.	t.	PROPN
ajoaa-1760	258	32	j.	j.	PROPN
ajoaa-1760	258	33	,	,	PUNCT
ajoaa-1760	258	34	&	&	CCONJ
ajoaa-1760	258	35	pickett	pickett	PROPN
ajoaa-1760	258	36	,	,	PUNCT
ajoaa-1760	258	37	j.	j.	PROPN
ajoaa-1760	258	38	a.	a.	PROPN
ajoaa-1760	258	39	(	(	PUNCT
ajoaa-1760	258	40	2014	2014	NUM
ajoaa-1760	258	41	)	)	PUNCT
ajoaa-1760	258	42	.	.	PUNCT
ajoaa-1760	259	1	achieving	achieve	VERB
ajoaa-1760	259	2	food	food	NOUN
ajoaa-1760	259	3	security	security	NOUN
ajoaa-1760	259	4	for	for	ADP
ajoaa-1760	259	5	one	one	NUM
ajoaa-1760	259	6	million	million	NUM
ajoaa-1760	259	7	sub	sub	ADJ
ajoaa-1760	259	8	-	-	ADJ
ajoaa-1760	259	9	saharan	saharan	ADJ
ajoaa-1760	259	10	african	african	ADJ
ajoaa-1760	259	11	poor	poor	ADJ
ajoaa-1760	259	12	through	through	ADP
ajoaa-1760	259	13	push	push	NOUN
ajoaa-1760	259	14	-	-	PUNCT
ajoaa-1760	259	15	pull	pull	NOUN
ajoaa-1760	259	16	innovation	innovation	NOUN
ajoaa-1760	259	17	by	by	ADP
ajoaa-1760	259	18	2020	2020	NUM
ajoaa-1760	259	19	.	.	PUNCT
ajoaa-1760	260	1	philosophical	philosophical	ADJ
ajoaa-1760	260	2	transactions	transaction	NOUN
ajoaa-1760	260	3	of	of	ADP
ajoaa-1760	260	4	the	the	DET
ajoaa-1760	260	5	royal	royal	ADJ
ajoaa-1760	260	6	society	society	NOUN
ajoaa-1760	260	7	of	of	ADP
ajoaa-1760	260	8	london	london	PROPN
ajoaa-1760	260	9	series	series	PROPN
ajoaa-1760	260	10	b	b	PROPN
ajoaa-1760	260	11	,	,	PUNCT
ajoaa-1760	260	12	biological	biological	ADJ
ajoaa-1760	260	13	sciences	science	NOUN
ajoaa-1760	260	14	,	,	PUNCT
ajoaa-1760	260	15	369(1339	369(1339	NUM
ajoaa-1760	260	16	)	)	PUNCT
ajoaa-1760	260	17	,	,	PUNCT
ajoaa-1760	260	18	2012	2012	NUM
ajoaa-1760	260	19	-	-	SYM
ajoaa-1760	260	20	0284	0284	NUM
ajoaa-1760	260	21	.	.	PUNCT
ajoaa-1760	261	1	view	view	NOUN
ajoaa-1760	261	2	at	at	ADP
ajoaa-1760	261	3	google	google	PROPN
ajoaa-1760	261	4	scholar	scholar	NOUN
ajoaa-1760	261	5	/	/	SYM
ajoaa-1760	261	6	view	view	NOUN
ajoaa-1760	261	7	at	at	ADP
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ajoaa-1760	278	19	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+estimation+from+cobb-douglas+production+functions+with+composite+error.&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=efficiency+estimation+from+cobb-douglas+production+functions+with+composite+error.&btng=	PROPN
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ajoaa-1760	281	28	)	)	PUNCT
ajoaa-1760	281	29	.	.	PUNCT
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ajoaa-1760	283	8	)	)	PUNCT
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ajoaa-1760	284	27	.	.	PUNCT
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ajoaa-1760	294	14	view	view	NOUN
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ajoaa-1760	294	19	view	view	NOUN
ajoaa-1760	294	20	at	at	ADP
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ajoaa-1760	294	28	.	.	PUNCT
ajoaa-1760	295	1	economic	economic	ADJ
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ajoaa-1760	295	10	-	-	SYM
ajoaa-1760	295	11	2014	2014	NUM
ajoaa-1760	295	12	.	.	PUNCT
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ajoaa-1760	305	6	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+efficiency+of+leafy+vegetable+production+using+various+sources+of+water.+&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+efficiency+of+leafy+vegetable+production+using+various+sources+of+water.+&btng=	PROPN
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