id	sid	tid	token	lemma	pos
ajoaa-1649	1	1	effect	effect	NOUN
ajoaa-1649	1	2	of	of	ADP
ajoaa-1649	1	3	selected	select	VERB
ajoaa-1649	1	4	insecticide	insecticide	NOUN
ajoaa-1649	1	5	on	on	ADP
ajoaa-1649	1	6	whitefly	whitefly	NOUN
ajoaa-1649	1	7	(	(	PUNCT
ajoaa-1649	1	8	bemisia	bemisia	NOUN
ajoaa-1649	1	9	tabaci	tabaci	NOUN
ajoaa-1649	1	10	)	)	PUNCT
ajoaa-1649	1	11	infesting	infest	VERB
ajoaa-1649	1	12	brinjal	brinjal	ADJ
ajoaa-1649	1	13	plants	plant	NOUN
ajoaa-1649	1	14	180	180	NUM
ajoaa-1649	1	15	comparing	compare	VERB
ajoaa-1649	1	16	technical	technical	ADJ
ajoaa-1649	1	17	efficiency	efficiency	NOUN
ajoaa-1649	1	18	of	of	ADP
ajoaa-1649	1	19	maize	maize	NOUN
ajoaa-1649	1	20	smallholder	smallholder	NOUN
ajoaa-1649	1	21	farmers	farmer	NOUN
ajoaa-1649	1	22	in	in	ADP
ajoaa-1649	1	23	tabora	tabora	PROPN
ajoaa-1649	1	24	and	and	CCONJ
ajoaa-1649	1	25	ruvuma	ruvuma	VERB
ajoaa-1649	1	26	regions	region	NOUN
ajoaa-1649	1	27	of	of	ADP
ajoaa-1649	1	28	tanzania	tanzania	PROPN
ajoaa-1649	1	29	:	:	PUNCT
ajoaa-1649	1	30	a	a	DET
ajoaa-1649	1	31	frontier	frontier	NOUN
ajoaa-1649	1	32	production	production	NOUN
ajoaa-1649	1	33	approach	approach	NOUN
ajoaa-1649	1	34	asela	asela	ADP
ajoaa-1649	1	35	miho	miho	PROPN
ajoaa-1649	1	36	economics	economics	PROPN
ajoaa-1649	1	37	assistant	assistant	PROPN
ajoaa-1649	1	38	lecturer	lecturer	NOUN
ajoaa-1649	1	39	;	;	PUNCT
ajoaa-1649	1	40	dar	dar	PROPN
ajoaa-1649	1	41	es	es	PROPN
ajoaa-1649	1	42	salaam	salaam	PROPN
ajoaa-1649	1	43	university	university	PROPN
ajoaa-1649	1	44	college	college	PROPN
ajoaa-1649	1	45	of	of	ADP
ajoaa-1649	1	46	education	education	NOUN
ajoaa-1649	1	47	,	,	PUNCT
ajoaa-1649	1	48	dar	dar	PROPN
ajoaa-1649	1	49	es	es	NOUN
ajoaa-1649	1	50	salaam	salaam	PROPN
ajoaa-1649	1	51	,	,	PUNCT
ajoaa-1649	1	52	tanzania	tanzania	PROPN
ajoaa-1649	1	53	.	.	PUNCT
ajoaa-1649	2	1	*	*	PUNCT
ajoaa-1649	2	2	email	email	NOUN
ajoaa-1649	2	3	address	address	NOUN
ajoaa-1649	2	4	:	:	PUNCT
ajoaa-1649	2	5	aselamiho98@gmail.com	aselamiho98@gmail.com	X
ajoaa-1649	2	6	(	(	PUNCT
ajoaa-1649	2	7	corresponding	corresponding	ADJ
ajoaa-1649	2	8	author	author	NOUN
ajoaa-1649	2	9	)	)	PUNCT
ajoaa-1649	2	10	article	article	NOUN
ajoaa-1649	2	11	history	history	NOUN
ajoaa-1649	2	12	:	:	PUNCT
ajoaa-1649	2	13	received	receive	VERB
ajoaa-1649	2	14	:	:	PUNCT
ajoaa-1649	2	15	09	09	NUM
ajoaa-1649	2	16	-	-	PUNCT
ajoaa-1649	2	17	jan-2018	jan-2018	NOUN
ajoaa-1649	2	18	accepted	accept	VERB
ajoaa-1649	2	19	:	:	PUNCT
ajoaa-1649	2	20	26	26	NUM
ajoaa-1649	2	21	-	-	PUNCT
ajoaa-1649	2	22	mar-2018	mar-2018	NOUN
ajoaa-1649	2	23	online	online	ADV
ajoaa-1649	2	24	available	available	ADJ
ajoaa-1649	2	25	:	:	PUNCT
ajoaa-1649	2	26	16	16	NUM
ajoaa-1649	2	27	-	-	PUNCT
ajoaa-1649	2	28	apr2018	apr2018	NOUN
ajoaa-1649	2	29	keywords	keyword	NOUN
ajoaa-1649	2	30	:	:	PUNCT
ajoaa-1649	2	31	technical	technical	ADJ
ajoaa-1649	2	32	efficiency	efficiency	NOUN
ajoaa-1649	2	33	,	,	PUNCT
ajoaa-1649	2	34	maize	maize	NOUN
ajoaa-1649	2	35	smallholder	smallholder	NOUN
ajoaa-1649	2	36	,	,	PUNCT
ajoaa-1649	2	37	tabora	tabora	PROPN
ajoaa-1649	2	38	and	and	CCONJ
ajoaa-1649	2	39	ruvuma	ruvuma	VERB
ajoaa-1649	2	40	abstract	abstract	ADJ
ajoaa-1649	2	41	technical	technical	ADJ
ajoaa-1649	2	42	efficiency	efficiency	NOUN
ajoaa-1649	2	43	was	be	AUX
ajoaa-1649	2	44	considered	consider	VERB
ajoaa-1649	2	45	in	in	ADP
ajoaa-1649	2	46	comparing	compare	VERB
ajoaa-1649	2	47	production	production	NOUN
ajoaa-1649	2	48	efficiency	efficiency	NOUN
ajoaa-1649	2	49	of	of	ADP
ajoaa-1649	2	50	maize	maize	NOUN
ajoaa-1649	2	51	crops	crop	NOUN
ajoaa-1649	2	52	among	among	ADP
ajoaa-1649	2	53	smallholder	smallholder	NOUN
ajoaa-1649	2	54	farmers	farmer	NOUN
ajoaa-1649	2	55	in	in	ADP
ajoaa-1649	2	56	tabora	tabora	PROPN
ajoaa-1649	2	57	and	and	CCONJ
ajoaa-1649	2	58	ruvuma	ruvuma	VERB
ajoaa-1649	2	59	regions	region	NOUN
ajoaa-1649	2	60	respectively	respectively	ADV
ajoaa-1649	2	61	,	,	PUNCT
ajoaa-1649	2	62	using	use	VERB
ajoaa-1649	2	63	maximum	maximum	ADJ
ajoaa-1649	2	64	likelihood	likelihood	NOUN
ajoaa-1649	2	65	estimation	estimation	NOUN
ajoaa-1649	2	66	(	(	PUNCT
ajoaa-1649	2	67	mle	mle	PROPN
ajoaa-1649	2	68	)	)	PUNCT
ajoaa-1649	2	69	and	and	CCONJ
ajoaa-1649	2	70	ordinary	ordinary	ADJ
ajoaa-1649	2	71	least	least	ADJ
ajoaa-1649	2	72	square	square	ADJ
ajoaa-1649	2	73	(	(	PUNCT
ajoaa-1649	2	74	ols	ol	NOUN
ajoaa-1649	2	75	)	)	PUNCT
ajoaa-1649	2	76	on	on	ADP
ajoaa-1649	2	77	cobb	cobb	PROPN
ajoaa-1649	2	78	-	-	PUNCT
ajoaa-1649	2	79	douglas	douglas	PROPN
ajoaa-1649	2	80	production	production	NOUN
ajoaa-1649	2	81	function	function	NOUN
ajoaa-1649	2	82	and	and	CCONJ
ajoaa-1649	2	83	ols	ol	NOUN
ajoaa-1649	2	84	on	on	ADP
ajoaa-1649	2	85	technical	technical	ADJ
ajoaa-1649	2	86	inefficiency	inefficiency	NOUN
ajoaa-1649	2	87	model	model	NOUN
ajoaa-1649	2	88	in	in	ADP
ajoaa-1649	2	89	stata	stata	NOUN
ajoaa-1649	2	90	12	12	NUM
ajoaa-1649	2	91	on	on	ADP
ajoaa-1649	2	92	the	the	DET
ajoaa-1649	2	93	national	national	PROPN
ajoaa-1649	2	94	sample	sample	PROPN
ajoaa-1649	2	95	census	census	NOUN
ajoaa-1649	2	96	of	of	ADP
ajoaa-1649	2	97	agriculture	agriculture	NOUN
ajoaa-1649	2	98	2007/2008	2007/2008	NUM
ajoaa-1649	2	99	data	datum	NOUN
ajoaa-1649	2	100	.	.	PUNCT
ajoaa-1649	3	1	findings	finding	NOUN
ajoaa-1649	3	2	indicated	indicate	VERB
ajoaa-1649	3	3	that	that	SCONJ
ajoaa-1649	3	4	,	,	PUNCT
ajoaa-1649	3	5	tabora	tabora	PROPN
ajoaa-1649	3	6	smallholder	smallholder	NOUN
ajoaa-1649	3	7	farmers	farmer	NOUN
ajoaa-1649	3	8	were	be	AUX
ajoaa-1649	3	9	more	more	ADV
ajoaa-1649	3	10	technically	technically	ADV
ajoaa-1649	3	11	efficient	efficient	ADJ
ajoaa-1649	3	12	with	with	ADP
ajoaa-1649	3	13	mean	mean	ADJ
ajoaa-1649	3	14	technical	technical	ADJ
ajoaa-1649	3	15	efficiency	efficiency	NOUN
ajoaa-1649	3	16	of	of	ADP
ajoaa-1649	3	17	61	61	NUM
ajoaa-1649	3	18	%	%	NOUN
ajoaa-1649	3	19	compared	compare	VERB
ajoaa-1649	3	20	to	to	ADP
ajoaa-1649	3	21	53	53	NUM
ajoaa-1649	3	22	%	%	NOUN
ajoaa-1649	3	23	of	of	ADP
ajoaa-1649	3	24	ruvuma	ruvuma	NOUN
ajoaa-1649	3	25	farmers	farmer	NOUN
ajoaa-1649	3	26	.	.	PUNCT
ajoaa-1649	4	1	actual	actual	ADJ
ajoaa-1649	4	2	planted	plant	VERB
ajoaa-1649	4	3	area	area	NOUN
ajoaa-1649	4	4	came	come	VERB
ajoaa-1649	4	5	as	as	SCONJ
ajoaa-1649	4	6	the	the	DET
ajoaa-1649	4	7	most	most	ADV
ajoaa-1649	4	8	important	important	ADJ
ajoaa-1649	4	9	factor	factor	NOUN
ajoaa-1649	4	10	that	that	PRON
ajoaa-1649	4	11	increased	increase	VERB
ajoaa-1649	4	12	maize	maize	NOUN
ajoaa-1649	4	13	output	output	NOUN
ajoaa-1649	4	14	and	and	CCONJ
ajoaa-1649	4	15	tractor	tractor	NOUN
ajoaa-1649	4	16	asset	asset	NOUN
ajoaa-1649	4	17	being	be	AUX
ajoaa-1649	4	18	the	the	DET
ajoaa-1649	4	19	most	most	ADJ
ajoaa-1649	4	20	in	in	ADP
ajoaa-1649	4	21	optimal	optimal	ADJ
ajoaa-1649	4	22	used	use	VERB
ajoaa-1649	4	23	factor	factor	NOUN
ajoaa-1649	4	24	‘	'	PUNCT
ajoaa-1649	4	25	keeping	keep	VERB
ajoaa-1649	4	26	other	other	ADJ
ajoaa-1649	4	27	factors	factor	NOUN
ajoaa-1649	4	28	constant	constant	ADJ
ajoaa-1649	4	29	’	'	PUNCT
ajoaa-1649	4	30	,	,	PUNCT
ajoaa-1649	4	31	in	in	ADP
ajoaa-1649	4	32	both	both	DET
ajoaa-1649	4	33	regions	region	NOUN
ajoaa-1649	4	34	.	.	PUNCT
ajoaa-1649	5	1	from	from	ADP
ajoaa-1649	5	2	the	the	DET
ajoaa-1649	5	3	technical	technical	ADJ
ajoaa-1649	5	4	inefficiency	inefficiency	NOUN
ajoaa-1649	5	5	model	model	NOUN
ajoaa-1649	5	6	;	;	PUNCT
ajoaa-1649	5	7	age	age	NOUN
ajoaa-1649	5	8	,	,	PUNCT
ajoaa-1649	5	9	household	household	NOUN
ajoaa-1649	5	10	size	size	NOUN
ajoaa-1649	5	11	,	,	PUNCT
ajoaa-1649	5	12	primary	primary	ADJ
ajoaa-1649	5	13	education	education	NOUN
ajoaa-1649	5	14	and	and	CCONJ
ajoaa-1649	5	15	inputs	input	NOUN
ajoaa-1649	5	16	costs	cost	NOUN
ajoaa-1649	5	17	increased	increase	VERB
ajoaa-1649	5	18	technical	technical	ADJ
ajoaa-1649	5	19	inefficiency	inefficiency	NOUN
ajoaa-1649	5	20	while	while	SCONJ
ajoaa-1649	5	21	credit	credit	NOUN
ajoaa-1649	5	22	access	access	NOUN
ajoaa-1649	5	23	,	,	PUNCT
ajoaa-1649	5	24	capital	capital	NOUN
ajoaa-1649	5	25	assets	asset	NOUN
ajoaa-1649	5	26	,	,	PUNCT
ajoaa-1649	5	27	good	good	ADJ
ajoaa-1649	5	28	living	living	NOUN
ajoaa-1649	5	29	condition	condition	NOUN
ajoaa-1649	5	30	and	and	CCONJ
ajoaa-1649	5	31	crop	crop	NOUN
ajoaa-1649	5	32	farming	farming	NOUN
ajoaa-1649	5	33	as	as	SCONJ
ajoaa-1649	5	34	main	main	ADJ
ajoaa-1649	5	35	activity	activity	NOUN
ajoaa-1649	5	36	increased	increase	VERB
ajoaa-1649	5	37	technical	technical	ADJ
ajoaa-1649	5	38	efficiency	efficiency	NOUN
ajoaa-1649	5	39	in	in	ADP
ajoaa-1649	5	40	both	both	DET
ajoaa-1649	5	41	regions	region	NOUN
ajoaa-1649	5	42	.	.	PUNCT
ajoaa-1649	6	1	thus	thus	ADV
ajoaa-1649	6	2	,	,	PUNCT
ajoaa-1649	6	3	the	the	DET
ajoaa-1649	6	4	support	support	NOUN
ajoaa-1649	6	5	and	and	CCONJ
ajoaa-1649	6	6	sensitization	sensitization	NOUN
ajoaa-1649	6	7	from	from	ADP
ajoaa-1649	6	8	government	government	NOUN
ajoaa-1649	6	9	and	and	CCONJ
ajoaa-1649	6	10	other	other	ADJ
ajoaa-1649	6	11	development	development	NOUN
ajoaa-1649	6	12	partners	partner	NOUN
ajoaa-1649	6	13	for	for	ADP
ajoaa-1649	6	14	agricultural	agricultural	ADJ
ajoaa-1649	6	15	development	development	NOUN
ajoaa-1649	6	16	should	should	AUX
ajoaa-1649	6	17	be	be	AUX
ajoaa-1649	6	18	area	area	NOUN
ajoaa-1649	6	19	specific	specific	ADJ
ajoaa-1649	6	20	particularly	particularly	ADV
ajoaa-1649	6	21	where	where	SCONJ
ajoaa-1649	6	22	there	there	PRON
ajoaa-1649	6	23	is	be	VERB
ajoaa-1649	6	24	high	high	ADJ
ajoaa-1649	6	25	technical	technical	ADJ
ajoaa-1649	6	26	efficiency	efficiency	NOUN
ajoaa-1649	6	27	of	of	ADP
ajoaa-1649	6	28	the	the	DET
ajoaa-1649	6	29	given	give	VERB
ajoaa-1649	6	30	crop	crop	NOUN
ajoaa-1649	6	31	.	.	PUNCT
ajoaa-1649	7	1	in	in	ADP
ajoaa-1649	7	2	optimal	optimal	ADJ
ajoaa-1649	7	3	use	use	NOUN
ajoaa-1649	7	4	of	of	ADP
ajoaa-1649	7	5	tractor	tractor	NOUN
ajoaa-1649	7	6	among	among	ADP
ajoaa-1649	7	7	smallholder	smallholder	NOUN
ajoaa-1649	7	8	farmers	farmer	NOUN
ajoaa-1649	7	9	should	should	AUX
ajoaa-1649	7	10	be	be	AUX
ajoaa-1649	7	11	taken	take	VERB
ajoaa-1649	7	12	as	as	ADP
ajoaa-1649	7	13	a	a	DET
ajoaa-1649	7	14	policy	policy	NOUN
ajoaa-1649	7	15	issue	issue	NOUN
ajoaa-1649	7	16	;	;	PUNCT
ajoaa-1649	7	17	for	for	ADP
ajoaa-1649	7	18	despite	despite	SCONJ
ajoaa-1649	7	19	the	the	DET
ajoaa-1649	7	20	efforts	effort	NOUN
ajoaa-1649	7	21	taken	take	VERB
ajoaa-1649	7	22	by	by	ADP
ajoaa-1649	7	23	stakeholders	stakeholder	NOUN
ajoaa-1649	7	24	its	its	PRON
ajoaa-1649	7	25	influence	influence	NOUN
ajoaa-1649	7	26	to	to	ADP
ajoaa-1649	7	27	output	output	NOUN
ajoaa-1649	7	28	attained	attain	VERB
ajoaa-1649	7	29	among	among	ADP
ajoaa-1649	7	30	smallholders	smallholder	NOUN
ajoaa-1649	7	31	is	be	AUX
ajoaa-1649	7	32	insignificant	insignificant	ADJ
ajoaa-1649	7	33	.	.	PUNCT
ajoaa-1649	8	1	contribution/	contribution/	NUM
ajoaa-1649	8	2	originality	originality	NOUN
ajoaa-1649	8	3	prior	prior	ADJ
ajoaa-1649	8	4	research	research	NOUN
ajoaa-1649	8	5	in	in	ADP
ajoaa-1649	8	6	assessing	assess	VERB
ajoaa-1649	8	7	wellness	wellness	NOUN
ajoaa-1649	8	8	in	in	ADP
ajoaa-1649	8	9	using	use	VERB
ajoaa-1649	8	10	inputs	input	NOUN
ajoaa-1649	8	11	in	in	ADP
ajoaa-1649	8	12	the	the	DET
ajoaa-1649	8	13	country	country	NOUN
ajoaa-1649	8	14	are	be	AUX
ajoaa-1649	8	15	few	few	ADJ
ajoaa-1649	8	16	and	and	CCONJ
ajoaa-1649	8	17	has	have	AUX
ajoaa-1649	8	18	not	not	PART
ajoaa-1649	8	19	considered	consider	VERB
ajoaa-1649	8	20	the	the	DET
ajoaa-1649	8	21	effectiveness	effectiveness	NOUN
ajoaa-1649	8	22	between	between	ADP
ajoaa-1649	8	23	the	the	DET
ajoaa-1649	8	24	high	high	ADJ
ajoaa-1649	8	25	producing	produce	VERB
ajoaa-1649	8	26	region	region	NOUN
ajoaa-1649	8	27	and	and	CCONJ
ajoaa-1649	8	28	the	the	DET
ajoaa-1649	8	29	one	one	NOUN
ajoaa-1649	8	30	that	that	PRON
ajoaa-1649	8	31	has	have	VERB
ajoaa-1649	8	32	persistence	persistence	NOUN
ajoaa-1649	8	33	shortages	shortage	NOUN
ajoaa-1649	8	34	yearly	yearly	ADV
ajoaa-1649	8	35	.	.	PUNCT
ajoaa-1649	9	1	this	this	DET
ajoaa-1649	9	2	paper	paper	NOUN
ajoaa-1649	9	3	advances	advance	VERB
ajoaa-1649	9	4	by	by	ADP
ajoaa-1649	9	5	taking	take	VERB
ajoaa-1649	9	6	it	it	PRON
ajoaa-1649	9	7	into	into	ADP
ajoaa-1649	9	8	account	account	NOUN
ajoaa-1649	9	9	to	to	ADP
ajoaa-1649	9	10	analyse	analyse	VERB
ajoaa-1649	9	11	if	if	SCONJ
ajoaa-1649	9	12	output	output	NOUN
ajoaa-1649	9	13	attained	attain	VERB
ajoaa-1649	9	14	yearly	yearly	ADV
ajoaa-1649	9	15	reflects	reflect	VERB
ajoaa-1649	9	16	the	the	DET
ajoaa-1649	9	17	effective	effective	ADJ
ajoaa-1649	9	18	use	use	NOUN
ajoaa-1649	9	19	of	of	ADP
ajoaa-1649	9	20	resources	resource	NOUN
ajoaa-1649	9	21	available	available	ADJ
ajoaa-1649	9	22	.	.	PUNCT
ajoaa-1649	10	1	it	it	PRON
ajoaa-1649	10	2	is	be	AUX
ajoaa-1649	10	3	found	find	VERB
ajoaa-1649	10	4	that	that	SCONJ
ajoaa-1649	10	5	,	,	PUNCT
ajoaa-1649	10	6	high	high	ADJ
ajoaa-1649	10	7	produces	produce	NOUN
ajoaa-1649	10	8	of	of	ADP
ajoaa-1649	10	9	the	the	DET
ajoaa-1649	10	10	region	region	NOUN
ajoaa-1649	10	11	does	do	AUX
ajoaa-1649	10	12	not	not	PART
ajoaa-1649	10	13	guarantee	guarantee	VERB
ajoaa-1649	10	14	high	high	ADJ
ajoaa-1649	10	15	level	level	NOUN
ajoaa-1649	10	16	of	of	ADP
ajoaa-1649	10	17	well	well	ADJ
ajoaa-1649	10	18	use	use	NOUN
ajoaa-1649	10	19	of	of	ADP
ajoaa-1649	10	20	inputs	input	NOUN
ajoaa-1649	10	21	available	available	ADJ
ajoaa-1649	10	22	and	and	CCONJ
ajoaa-1649	10	23	vice	vice	ADV
ajoaa-1649	10	24	versa	versa	ADV
ajoaa-1649	10	25	is	be	AUX
ajoaa-1649	10	26	true	true	ADJ
ajoaa-1649	10	27	.	.	PUNCT
ajoaa-1649	11	1	doi	doi	NOUN
ajoaa-1649	11	2	:	:	PUNCT
ajoaa-1649	11	3	10.18488	10.18488	NUM
ajoaa-1649	11	4	/	/	SYM
ajoaa-1649	11	5	journal.1005/2017.7.9/1005.9.180.197	journal.1005/2017.7.9/1005.9.180.197	PROPN
ajoaa-1649	11	6	issn	issn	VERB
ajoaa-1649	11	7	(	(	PUNCT
ajoaa-1649	11	8	p	p	X
ajoaa-1649	11	9	):	):	PUNCT
ajoaa-1649	11	10	2304	2304	NUM
ajoaa-1649	11	11	-	-	SYM
ajoaa-1649	11	12	1455	1455	NUM
ajoaa-1649	11	13	/	/	SYM
ajoaa-1649	11	14	issn	issn	PROPN
ajoaa-1649	11	15	(	(	PUNCT
ajoaa-1649	11	16	e):2224	e):2224	PROPN
ajoaa-1649	11	17	-	-	PUNCT
ajoaa-1649	11	18	4433	4433	NUM
ajoaa-1649	11	19	citation	citation	NOUN
ajoaa-1649	11	20	:	:	PUNCT
ajoaa-1649	11	21	asela	asela	ADP
ajoaa-1649	11	22	miho	miho	PROPN
ajoaa-1649	11	23	(	(	PUNCT
ajoaa-1649	11	24	2017	2017	NUM
ajoaa-1649	11	25	)	)	PUNCT
ajoaa-1649	11	26	.	.	PUNCT
ajoaa-1649	12	1	comparing	compare	VERB
ajoaa-1649	12	2	technical	technical	ADJ
ajoaa-1649	12	3	efficiency	efficiency	NOUN
ajoaa-1649	12	4	of	of	ADP
ajoaa-1649	12	5	maize	maize	NOUN
ajoaa-1649	12	6	smallholder	smallholder	NOUN
ajoaa-1649	12	7	farmers	farmer	NOUN
ajoaa-1649	12	8	in	in	ADP
ajoaa-1649	12	9	tabora	tabora	PROPN
ajoaa-1649	12	10	and	and	CCONJ
ajoaa-1649	12	11	ruvuma	ruvuma	VERB
ajoaa-1649	12	12	regions	region	NOUN
ajoaa-1649	12	13	of	of	ADP
ajoaa-1649	12	14	tanzania	tanzania	PROPN
ajoaa-1649	12	15	:	:	PUNCT
ajoaa-1649	12	16	a	a	DET
ajoaa-1649	12	17	frontier	frontier	NOUN
ajoaa-1649	12	18	production	production	NOUN
ajoaa-1649	12	19	approach	approach	NOUN
ajoaa-1649	12	20	.	.	PUNCT
ajoaa-1649	13	1	asian	asian	ADJ
ajoaa-1649	13	2	journal	journal	PROPN
ajoaa-1649	13	3	of	of	ADP
ajoaa-1649	13	4	agriculture	agriculture	NOUN
ajoaa-1649	13	5	and	and	CCONJ
ajoaa-1649	13	6	rural	rural	ADJ
ajoaa-1649	13	7	development	development	NOUN
ajoaa-1649	13	8	,	,	PUNCT
ajoaa-1649	13	9	7(9	7(9	NUM
ajoaa-1649	13	10	)	)	PUNCT
ajoaa-1649	13	11	,	,	PUNCT
ajoaa-1649	13	12	180	180	NUM
ajoaa-1649	13	13	-	-	SYM
ajoaa-1649	13	14	197	197	NUM
ajoaa-1649	13	15	.	.	PUNCT
ajoaa-1649	14	1	©	©	PROPN
ajoaa-1649	14	2	2017	2017	NUM
ajoaa-1649	14	3	asian	asian	ADJ
ajoaa-1649	14	4	economic	economic	ADJ
ajoaa-1649	14	5	and	and	CCONJ
ajoaa-1649	14	6	social	social	ADJ
ajoaa-1649	14	7	society	society	NOUN
ajoaa-1649	14	8	.	.	PUNCT
ajoaa-1649	15	1	all	all	DET
ajoaa-1649	15	2	rights	right	NOUN
ajoaa-1649	15	3	reserved	reserve	VERB
ajoaa-1649	15	4	.	.	PUNCT
ajoaa-1649	16	1	asian	asian	ADJ
ajoaa-1649	16	2	journal	journal	PROPN
ajoaa-1649	16	3	of	of	ADP
ajoaa-1649	16	4	agriculture	agriculture	NOUN
ajoaa-1649	16	5	and	and	CCONJ
ajoaa-1649	16	6	rural	rural	ADJ
ajoaa-1649	16	7	development	development	NOUN
ajoaa-1649	16	8	volume	volume	NOUN
ajoaa-1649	16	9	7	7	NUM
ajoaa-1649	16	10	,	,	PUNCT
ajoaa-1649	16	11	issue	issue	NOUN
ajoaa-1649	16	12	9(2017	9(2017	NUM
ajoaa-1649	16	13	):	):	PUNCT
ajoaa-1649	16	14	180	180	NUM
ajoaa-1649	16	15	-	-	SYM
ajoaa-1649	16	16	197	197	NUM
ajoaa-1649	16	17	http://aessweb.com/journal-detail.php?id=5005	http://aessweb.com/journal-detail.php?id=5005	NOUN
ajoaa-1649	16	18	mailto:aselamiho98@gmail.com	mailto:aselamiho98@gmail.com	NOUN
ajoaa-1649	16	19	http://aessweb.com/journal-detail.php?id=5005	http://aessweb.com/journal-detail.php?id=5005	VERB
ajoaa-1649	16	20	http://crossmark.crossref.org/dialog/?doi=10.18488/journal.1005/2017.7.9/1005.9.180.197	http://crossmark.crossref.org/dialog/?doi=10.18488/journal.1005/2017.7.9/1005.9.180.197	PROPN
ajoaa-1649	16	21	asian	asian	ADJ
ajoaa-1649	16	22	journal	journal	NOUN
ajoaa-1649	16	23	of	of	ADP
ajoaa-1649	16	24	agriculture	agriculture	NOUN
ajoaa-1649	16	25	and	and	CCONJ
ajoaa-1649	16	26	rural	rural	ADJ
ajoaa-1649	16	27	development	development	NOUN
ajoaa-1649	16	28	,	,	PUNCT
ajoaa-1649	16	29	7(9)2017	7(9)2017	NUM
ajoaa-1649	16	30	:	:	PUNCT
ajoaa-1649	16	31	180	180	NUM
ajoaa-1649	16	32	-	-	SYM
ajoaa-1649	16	33	197	197	NUM
ajoaa-1649	16	34	181	181	NUM
ajoaa-1649	16	35	1	1	NUM
ajoaa-1649	16	36	.	.	PUNCT
ajoaa-1649	17	1	introduction	introduction	NOUN
ajoaa-1649	17	2	in	in	ADP
ajoaa-1649	17	3	tanzania	tanzania	PROPN
ajoaa-1649	18	1	,	,	PUNCT
ajoaa-1649	18	2	agriculture	agriculture	NOUN
ajoaa-1649	18	3	is	be	AUX
ajoaa-1649	18	4	the	the	DET
ajoaa-1649	18	5	mainstay	mainstay	NOUN
ajoaa-1649	18	6	of	of	ADP
ajoaa-1649	18	7	the	the	DET
ajoaa-1649	18	8	economy	economy	NOUN
ajoaa-1649	18	9	and	and	CCONJ
ajoaa-1649	18	10	the	the	DET
ajoaa-1649	18	11	source	source	NOUN
ajoaa-1649	18	12	of	of	ADP
ajoaa-1649	18	13	livelihood	livelihood	NOUN
ajoaa-1649	18	14	for	for	ADP
ajoaa-1649	18	15	most	most	ADJ
ajoaa-1649	18	16	of	of	ADP
ajoaa-1649	18	17	the	the	DET
ajoaa-1649	18	18	poor	poor	ADJ
ajoaa-1649	18	19	rural	rural	ADJ
ajoaa-1649	18	20	farmers	farmer	NOUN
ajoaa-1649	18	21	,	,	PUNCT
ajoaa-1649	18	22	as	as	SCONJ
ajoaa-1649	18	23	it	it	PRON
ajoaa-1649	18	24	accounts	account	VERB
ajoaa-1649	18	25	for	for	ADP
ajoaa-1649	18	26	more	more	ADJ
ajoaa-1649	18	27	than	than	ADP
ajoaa-1649	18	28	25	25	NUM
ajoaa-1649	18	29	percent	percent	NOUN
ajoaa-1649	18	30	of	of	ADP
ajoaa-1649	18	31	total	total	ADJ
ajoaa-1649	18	32	gdp	gdp	NOUN
ajoaa-1649	18	33	,	,	PUNCT
ajoaa-1649	18	34	and	and	CCONJ
ajoaa-1649	18	35	employs	employ	VERB
ajoaa-1649	18	36	about	about	ADV
ajoaa-1649	18	37	76.5	76.5	NUM
ajoaa-1649	18	38	percent	percent	NOUN
ajoaa-1649	18	39	of	of	ADP
ajoaa-1649	18	40	the	the	DET
ajoaa-1649	18	41	workforce	workforce	NOUN
ajoaa-1649	18	42	(	(	PUNCT
ajoaa-1649	18	43	urt	urt	NOUN
ajoaa-1649	18	44	,	,	PUNCT
ajoaa-1649	18	45	2013a	2013a	NUM
ajoaa-1649	18	46	)	)	PUNCT
ajoaa-1649	18	47	.	.	PUNCT
ajoaa-1649	19	1	also	also	ADV
ajoaa-1649	19	2	,	,	PUNCT
ajoaa-1649	19	3	the	the	DET
ajoaa-1649	19	4	agricultural	agricultural	ADJ
ajoaa-1649	19	5	sector	sector	NOUN
ajoaa-1649	19	6	contributes	contribute	VERB
ajoaa-1649	19	7	about	about	ADV
ajoaa-1649	19	8	65	65	NUM
ajoaa-1649	19	9	percent	percent	NOUN
ajoaa-1649	19	10	of	of	ADP
ajoaa-1649	19	11	raw	raw	ADJ
ajoaa-1649	19	12	materials	material	NOUN
ajoaa-1649	19	13	and	and	CCONJ
ajoaa-1649	19	14	30	30	NUM
ajoaa-1649	19	15	percent	percent	NOUN
ajoaa-1649	19	16	of	of	ADP
ajoaa-1649	19	17	export	export	NOUN
ajoaa-1649	19	18	earnings	earning	NOUN
ajoaa-1649	19	19	(	(	PUNCT
ajoaa-1649	19	20	hepelwa	hepelwa	NOUN
ajoaa-1649	19	21	et	et	PROPN
ajoaa-1649	19	22	al	al	PROPN
ajoaa-1649	19	23	.	.	PROPN
ajoaa-1649	19	24	,	,	PUNCT
ajoaa-1649	19	25	2013	2013	NUM
ajoaa-1649	19	26	)	)	PUNCT
ajoaa-1649	19	27	.	.	PUNCT
ajoaa-1649	20	1	however	however	ADV
ajoaa-1649	20	2	,	,	PUNCT
ajoaa-1649	20	3	productivity	productivity	NOUN
ajoaa-1649	20	4	and	and	CCONJ
ajoaa-1649	20	5	agricultural	agricultural	ADJ
ajoaa-1649	20	6	output	output	NOUN
ajoaa-1649	20	7	in	in	ADP
ajoaa-1649	20	8	tanzania	tanzania	PROPN
ajoaa-1649	20	9	is	be	AUX
ajoaa-1649	20	10	not	not	PART
ajoaa-1649	20	11	encouraging	encouraging	ADJ
ajoaa-1649	20	12	despite	despite	SCONJ
ajoaa-1649	20	13	the	the	DET
ajoaa-1649	20	14	number	number	NOUN
ajoaa-1649	20	15	of	of	ADP
ajoaa-1649	20	16	policies	policy	NOUN
ajoaa-1649	20	17	,	,	PUNCT
ajoaa-1649	20	18	plans	plan	NOUN
ajoaa-1649	20	19	and	and	CCONJ
ajoaa-1649	20	20	initiatives	initiative	NOUN
ajoaa-1649	20	21	in	in	ADP
ajoaa-1649	20	22	place	place	NOUN
ajoaa-1649	20	23	that	that	PRON
ajoaa-1649	20	24	aim	aim	VERB
ajoaa-1649	20	25	at	at	ADP
ajoaa-1649	20	26	improving	improve	VERB
ajoaa-1649	20	27	agriculture	agriculture	NOUN
ajoaa-1649	20	28	performance	performance	NOUN
ajoaa-1649	20	29	(	(	PUNCT
ajoaa-1649	20	30	leyaro	leyaro	NOUN
ajoaa-1649	20	31	and	and	CCONJ
ajoaa-1649	20	32	morrisey	morrisey	NOUN
ajoaa-1649	20	33	,	,	PUNCT
ajoaa-1649	20	34	2013	2013	NUM
ajoaa-1649	20	35	)	)	PUNCT
ajoaa-1649	20	36	.	.	PUNCT
ajoaa-1649	21	1	fanrpan	fanrpan	PROPN
ajoaa-1649	21	2	(	(	PUNCT
ajoaa-1649	21	3	2012	2012	NUM
ajoaa-1649	21	4	)	)	PUNCT
ajoaa-1649	21	5	notes	note	VERB
ajoaa-1649	21	6	that	that	SCONJ
ajoaa-1649	21	7	these	these	DET
ajoaa-1649	21	8	initiatives	initiative	NOUN
ajoaa-1649	21	9	information	information	NOUN
ajoaa-1649	21	10	is	be	AUX
ajoaa-1649	21	11	only	only	ADV
ajoaa-1649	21	12	available	available	ADJ
ajoaa-1649	21	13	to	to	ADP
ajoaa-1649	21	14	government	government	NOUN
ajoaa-1649	21	15	offices	office	NOUN
ajoaa-1649	21	16	and	and	CCONJ
ajoaa-1649	21	17	limited	limit	VERB
ajoaa-1649	21	18	to	to	ADP
ajoaa-1649	21	19	most	most	ADJ
ajoaa-1649	21	20	of	of	ADP
ajoaa-1649	21	21	the	the	DET
ajoaa-1649	21	22	productive	productive	ADJ
ajoaa-1649	21	23	forces	force	NOUN
ajoaa-1649	21	24	,	,	PUNCT
ajoaa-1649	21	25	thus	thus	ADV
ajoaa-1649	21	26	,	,	PUNCT
ajoaa-1649	21	27	reduces	reduce	VERB
ajoaa-1649	21	28	effectiveness	effectiveness	NOUN
ajoaa-1649	21	29	of	of	ADP
ajoaa-1649	21	30	agricultural	agricultural	ADJ
ajoaa-1649	21	31	initiative	initiative	NOUN
ajoaa-1649	21	32	and	and	CCONJ
ajoaa-1649	21	33	programmes	programme	NOUN
ajoaa-1649	21	34	despite	despite	SCONJ
ajoaa-1649	21	35	their	their	PRON
ajoaa-1649	21	36	initial	initial	ADJ
ajoaa-1649	21	37	positive	positive	ADJ
ajoaa-1649	21	38	objectives	objective	NOUN
ajoaa-1649	21	39	to	to	ADP
ajoaa-1649	21	40	agriculture	agriculture	NOUN
ajoaa-1649	21	41	.	.	PUNCT
ajoaa-1649	22	1	in	in	ADP
ajoaa-1649	22	2	tanzania	tanzania	PROPN
ajoaa-1649	22	3	,	,	PUNCT
ajoaa-1649	22	4	maize	maize	PROPN
ajoaa-1649	22	5	is	be	AUX
ajoaa-1649	22	6	grown	grow	VERB
ajoaa-1649	22	7	in	in	ADP
ajoaa-1649	22	8	almost	almost	ADV
ajoaa-1649	22	9	all	all	PRON
ajoaa-1649	22	10	regions	region	NOUN
ajoaa-1649	22	11	and	and	CCONJ
ajoaa-1649	22	12	is	be	AUX
ajoaa-1649	22	13	the	the	DET
ajoaa-1649	22	14	main	main	ADJ
ajoaa-1649	22	15	cereal	cereal	NOUN
ajoaa-1649	22	16	and	and	CCONJ
ajoaa-1649	22	17	annual	annual	ADJ
ajoaa-1649	22	18	grown	grow	VERB
ajoaa-1649	22	19	crop	crop	NOUN
ajoaa-1649	22	20	in	in	ADP
ajoaa-1649	22	21	largest	large	ADJ
ajoaa-1649	22	22	planted	plant	VERB
ajoaa-1649	22	23	area	area	NOUN
ajoaa-1649	22	24	followed	follow	VERB
ajoaa-1649	22	25	by	by	ADP
ajoaa-1649	22	26	paddy	paddy	NOUN
ajoaa-1649	22	27	and	and	CCONJ
ajoaa-1649	22	28	sorghum	sorghum	NOUN
ajoaa-1649	22	29	(	(	PUNCT
ajoaa-1649	22	30	urt	urt	NOUN
ajoaa-1649	22	31	,	,	PUNCT
ajoaa-1649	22	32	2012e	2012e	NUM
ajoaa-1649	22	33	)	)	PUNCT
ajoaa-1649	22	34	.	.	PUNCT
ajoaa-1649	23	1	more	more	ADJ
ajoaa-1649	23	2	than	than	ADP
ajoaa-1649	23	3	20	20	NUM
ajoaa-1649	23	4	percent	percent	NOUN
ajoaa-1649	23	5	of	of	ADP
ajoaa-1649	23	6	agricultural	agricultural	ADJ
ajoaa-1649	23	7	gdp	gdp	NOUN
ajoaa-1649	23	8	comes	come	VERB
ajoaa-1649	23	9	from	from	ADP
ajoaa-1649	23	10	maize	maize	NOUN
ajoaa-1649	23	11	crop	crop	NOUN
ajoaa-1649	23	12	,	,	PUNCT
ajoaa-1649	23	13	thus	thus	ADV
ajoaa-1649	23	14	maize	maize	NOUN
ajoaa-1649	23	15	is	be	AUX
ajoaa-1649	23	16	the	the	DET
ajoaa-1649	23	17	main	main	ADJ
ajoaa-1649	23	18	grown	grown	ADJ
ajoaa-1649	23	19	crop	crop	NOUN
ajoaa-1649	23	20	in	in	ADP
ajoaa-1649	23	21	the	the	DET
ajoaa-1649	23	22	country	country	NOUN
ajoaa-1649	23	23	(	(	PUNCT
ajoaa-1649	23	24	urt	urt	NOUN
ajoaa-1649	23	25	,	,	PUNCT
ajoaa-1649	23	26	2013b	2013b	NUM
ajoaa-1649	23	27	)	)	PUNCT
ajoaa-1649	23	28	.	.	PUNCT
ajoaa-1649	24	1	it	it	PRON
ajoaa-1649	24	2	is	be	AUX
ajoaa-1649	24	3	proved	prove	VERB
ajoaa-1649	24	4	that	that	SCONJ
ajoaa-1649	24	5	,	,	PUNCT
ajoaa-1649	24	6	maize	maize	NOUN
ajoaa-1649	24	7	is	be	AUX
ajoaa-1649	24	8	grown	grow	VERB
ajoaa-1649	24	9	by	by	ADP
ajoaa-1649	24	10	more	more	ADJ
ajoaa-1649	24	11	than	than	ADP
ajoaa-1649	24	12	65	65	NUM
ajoaa-1649	24	13	percent	percent	NOUN
ajoaa-1649	24	14	of	of	ADP
ajoaa-1649	24	15	the	the	DET
ajoaa-1649	24	16	households	household	NOUN
ajoaa-1649	24	17	mainly	mainly	ADV
ajoaa-1649	24	18	smallholder	smallholder	NOUN
ajoaa-1649	24	19	farmers	farmer	NOUN
ajoaa-1649	24	20	who	who	PRON
ajoaa-1649	24	21	depend	depend	VERB
ajoaa-1649	24	22	on	on	ADP
ajoaa-1649	24	23	rain	rain	NOUN
ajoaa-1649	24	24	fed	feed	VERB
ajoaa-1649	24	25	and	and	CCONJ
ajoaa-1649	24	26	traditional	traditional	ADJ
ajoaa-1649	24	27	methods	method	NOUN
ajoaa-1649	24	28	of	of	ADP
ajoaa-1649	24	29	maize	maize	NOUN
ajoaa-1649	24	30	production	production	NOUN
ajoaa-1649	24	31	(	(	PUNCT
ajoaa-1649	24	32	barreiro	barreiro	NOUN
ajoaa-1649	24	33	,	,	PUNCT
ajoaa-1649	24	34	2012	2012	NUM
ajoaa-1649	24	35	and	and	CCONJ
ajoaa-1649	24	36	mafap	mafap	NOUN
ajoaa-1649	24	37	,	,	PUNCT
ajoaa-1649	24	38	2013	2013	NUM
ajoaa-1649	24	39	)	)	PUNCT
ajoaa-1649	24	40	.	.	PUNCT
ajoaa-1649	25	1	white	white	PROPN
ajoaa-1649	25	2	maize	maize	PROPN
ajoaa-1649	25	3	dominates	dominate	VERB
ajoaa-1649	25	4	kinds	kind	NOUN
ajoaa-1649	25	5	of	of	ADP
ajoaa-1649	25	6	maize	maize	NOUN
ajoaa-1649	25	7	grown	grow	VERB
ajoaa-1649	25	8	and	and	CCONJ
ajoaa-1649	25	9	consumed	consume	VERB
ajoaa-1649	25	10	in	in	ADP
ajoaa-1649	25	11	the	the	DET
ajoaa-1649	25	12	country	country	NOUN
ajoaa-1649	25	13	providing	provide	VERB
ajoaa-1649	25	14	more	more	ADJ
ajoaa-1649	25	15	than	than	ADP
ajoaa-1649	25	16	55	55	NUM
ajoaa-1649	25	17	percent	percent	NOUN
ajoaa-1649	25	18	and	and	CCONJ
ajoaa-1649	25	19	35	35	NUM
ajoaa-1649	25	20	percent	percent	NOUN
ajoaa-1649	25	21	of	of	ADP
ajoaa-1649	25	22	utilizable	utilizable	ADJ
ajoaa-1649	25	23	calories	calorie	NOUN
ajoaa-1649	25	24	and	and	CCONJ
ajoaa-1649	25	25	protein	protein	NOUN
ajoaa-1649	25	26	to	to	ADP
ajoaa-1649	25	27	the	the	DET
ajoaa-1649	25	28	country	country	NOUN
ajoaa-1649	25	29	’s	’s	PART
ajoaa-1649	25	30	population	population	NOUN
ajoaa-1649	25	31	respectively	respectively	ADV
ajoaa-1649	25	32	and	and	CCONJ
ajoaa-1649	25	33	consumed	consume	VERB
ajoaa-1649	25	34	by	by	ADP
ajoaa-1649	25	35	more	more	ADJ
ajoaa-1649	25	36	than	than	ADP
ajoaa-1649	25	37	85	85	NUM
ajoaa-1649	25	38	percent	percent	NOUN
ajoaa-1649	25	39	of	of	ADP
ajoaa-1649	25	40	the	the	DET
ajoaa-1649	25	41	population	population	NOUN
ajoaa-1649	25	42	,	,	PUNCT
ajoaa-1649	25	43	and	and	CCONJ
ajoaa-1649	25	44	the	the	DET
ajoaa-1649	25	45	main	main	ADJ
ajoaa-1649	25	46	growers	grower	NOUN
ajoaa-1649	25	47	being	be	AUX
ajoaa-1649	25	48	the	the	DET
ajoaa-1649	25	49	smallholders	smallholder	NOUN
ajoaa-1649	25	50	whose	whose	DET
ajoaa-1649	25	51	income	income	NOUN
ajoaa-1649	25	52	mainly	mainly	ADV
ajoaa-1649	25	53	comes	come	VERB
ajoaa-1649	25	54	from	from	ADP
ajoaa-1649	25	55	it	it	PRON
ajoaa-1649	25	56	,	,	PUNCT
ajoaa-1649	25	57	while	while	SCONJ
ajoaa-1649	25	58	the	the	DET
ajoaa-1649	25	59	yellow	yellow	ADJ
ajoaa-1649	25	60	maize	maize	NOUN
ajoaa-1649	25	61	is	be	AUX
ajoaa-1649	25	62	neglected	neglect	VERB
ajoaa-1649	25	63	in	in	ADP
ajoaa-1649	25	64	general	general	ADJ
ajoaa-1649	25	65	(	(	PUNCT
ajoaa-1649	25	66	usda	usda	NOUN
ajoaa-1649	25	67	,	,	PUNCT
ajoaa-1649	25	68	2017	2017	NUM
ajoaa-1649	25	69	)	)	PUNCT
ajoaa-1649	25	70	.	.	PUNCT
ajoaa-1649	26	1	in	in	ADP
ajoaa-1649	26	2	the	the	DET
ajoaa-1649	26	3	country	country	NOUN
ajoaa-1649	26	4	about	about	ADV
ajoaa-1649	26	5	45	45	NUM
ajoaa-1649	26	6	percent	percent	NOUN
ajoaa-1649	26	7	of	of	ADP
ajoaa-1649	26	8	the	the	DET
ajoaa-1649	26	9	available	available	ADJ
ajoaa-1649	26	10	arable	arable	ADJ
ajoaa-1649	26	11	land	land	NOUN
ajoaa-1649	26	12	is	be	AUX
ajoaa-1649	26	13	covered	cover	VERB
ajoaa-1649	26	14	with	with	ADP
ajoaa-1649	26	15	maize	maize	NOUN
ajoaa-1649	26	16	crop	crop	NOUN
ajoaa-1649	26	17	as	as	SCONJ
ajoaa-1649	26	18	it	it	PRON
ajoaa-1649	26	19	is	be	AUX
ajoaa-1649	26	20	believed	believe	VERB
ajoaa-1649	26	21	to	to	PART
ajoaa-1649	26	22	be	be	AUX
ajoaa-1649	26	23	the	the	DET
ajoaa-1649	26	24	most	most	ADV
ajoaa-1649	26	25	important	important	ADJ
ajoaa-1649	26	26	food	food	NOUN
ajoaa-1649	26	27	crop	crop	NOUN
ajoaa-1649	26	28	that	that	PRON
ajoaa-1649	26	29	influences	influence	VERB
ajoaa-1649	26	30	rural	rural	ADJ
ajoaa-1649	26	31	income	income	NOUN
ajoaa-1649	26	32	generation	generation	NOUN
ajoaa-1649	26	33	in	in	ADP
ajoaa-1649	26	34	the	the	DET
ajoaa-1649	26	35	country	country	NOUN
ajoaa-1649	26	36	,	,	PUNCT
ajoaa-1649	26	37	whereby	whereby	SCONJ
ajoaa-1649	26	38	in	in	ADP
ajoaa-1649	26	39	2008	2008	NUM
ajoaa-1649	26	40	,	,	PUNCT
ajoaa-1649	26	41	it	it	PRON
ajoaa-1649	26	42	contributed	contribute	VERB
ajoaa-1649	26	43	nearly	nearly	ADV
ajoaa-1649	26	44	50	50	NUM
ajoaa-1649	26	45	percent	percent	NOUN
ajoaa-1649	26	46	,	,	PUNCT
ajoaa-1649	26	47	thus	thus	ADV
ajoaa-1649	26	48	,	,	PUNCT
ajoaa-1649	26	49	important	important	ADJ
ajoaa-1649	26	50	for	for	ADP
ajoaa-1649	26	51	rural	rural	ADJ
ajoaa-1649	26	52	development	development	NOUN
ajoaa-1649	26	53	(	(	PUNCT
ajoaa-1649	26	54	mafap	mafap	PROPN
ajoaa-1649	26	55	,	,	PUNCT
ajoaa-1649	26	56	2013	2013	NUM
ajoaa-1649	26	57	)	)	PUNCT
ajoaa-1649	26	58	.	.	PUNCT
ajoaa-1649	27	1	maize	maize	NOUN
ajoaa-1649	27	2	remains	remain	VERB
ajoaa-1649	27	3	to	to	PART
ajoaa-1649	27	4	be	be	AUX
ajoaa-1649	27	5	the	the	DET
ajoaa-1649	27	6	most	most	ADV
ajoaa-1649	27	7	produced	produce	VERB
ajoaa-1649	27	8	among	among	ADP
ajoaa-1649	27	9	cereal	cereal	NOUN
ajoaa-1649	27	10	crops	crop	NOUN
ajoaa-1649	27	11	in	in	ADP
ajoaa-1649	27	12	the	the	DET
ajoaa-1649	27	13	country	country	NOUN
ajoaa-1649	27	14	.	.	PUNCT
ajoaa-1649	28	1	in	in	ADP
ajoaa-1649	28	2	2016	2016	NUM
ajoaa-1649	28	3	maize	maize	NOUN
ajoaa-1649	28	4	production	production	NOUN
ajoaa-1649	28	5	reached	reach	VERB
ajoaa-1649	28	6	5500	5500	NUM
ajoaa-1649	28	7	thousand	thousand	NUM
ajoaa-1649	28	8	tons	ton	NOUN
ajoaa-1649	28	9	compared	compare	VERB
ajoaa-1649	28	10	to	to	ADP
ajoaa-1649	28	11	3429	3429	NUM
ajoaa-1649	28	12	’	'	PUNCT
ajoaa-1649	28	13	and	and	CCONJ
ajoaa-1649	28	14	800	800	NUM
ajoaa-1649	28	15	’	’	NUM
ajoaa-1649	28	16	thousand	thousand	NUM
ajoaa-1649	28	17	tons	ton	NOUN
ajoaa-1649	28	18	of	of	ADP
ajoaa-1649	28	19	paddy	paddy	NOUN
ajoaa-1649	28	20	and	and	CCONJ
ajoaa-1649	28	21	sorghum	sorghum	NOUN
ajoaa-1649	28	22	respectively	respectively	ADV
ajoaa-1649	28	23	(	(	PUNCT
ajoaa-1649	28	24	fao	fao	ADJ
ajoaa-1649	28	25	,	,	PUNCT
ajoaa-1649	28	26	2017	2017	NUM
ajoaa-1649	28	27	)	)	PUNCT
ajoaa-1649	28	28	.	.	PUNCT
ajoaa-1649	29	1	annual	annual	ADJ
ajoaa-1649	29	2	cropping	cropping	NOUN
ajoaa-1649	29	3	is	be	AUX
ajoaa-1649	29	4	the	the	DET
ajoaa-1649	29	5	predominant	predominant	ADJ
ajoaa-1649	29	6	activity	activity	NOUN
ajoaa-1649	29	7	in	in	ADP
ajoaa-1649	29	8	tabora	tabora	PROPN
ajoaa-1649	29	9	region	region	NOUN
ajoaa-1649	29	10	which	which	PRON
ajoaa-1649	29	11	is	be	AUX
ajoaa-1649	29	12	heavily	heavily	ADV
ajoaa-1649	29	13	labour	labour	ADJ
ajoaa-1649	29	14	intensive	intensive	ADJ
ajoaa-1649	29	15	with	with	ADP
ajoaa-1649	29	16	a	a	DET
ajoaa-1649	29	17	very	very	ADV
ajoaa-1649	29	18	small	small	ADJ
ajoaa-1649	29	19	amount	amount	NOUN
ajoaa-1649	29	20	of	of	ADP
ajoaa-1649	29	21	permanent	permanent	ADJ
ajoaa-1649	29	22	crops	crop	NOUN
ajoaa-1649	29	23	as	as	ADP
ajoaa-1649	29	24	a	a	DET
ajoaa-1649	29	25	result	result	NOUN
ajoaa-1649	29	26	of	of	ADP
ajoaa-1649	29	27	uni	uni	ADJ
ajoaa-1649	29	28	-	-	ADJ
ajoaa-1649	29	29	model	model	NOUN
ajoaa-1649	29	30	type	type	NOUN
ajoaa-1649	29	31	of	of	ADP
ajoaa-1649	29	32	rainfall	rainfall	NOUN
ajoaa-1649	29	33	.	.	PUNCT
ajoaa-1649	30	1	maizeis	maizeis	VERB
ajoaa-1649	30	2	the	the	DET
ajoaa-1649	30	3	dominant	dominant	ADJ
ajoaa-1649	30	4	cereal	cereal	NOUN
ajoaa-1649	30	5	and	and	CCONJ
ajoaa-1649	30	6	annual	annual	ADJ
ajoaa-1649	30	7	crop	crop	NOUN
ajoaa-1649	30	8	grown	grow	VERB
ajoaa-1649	30	9	by	by	ADP
ajoaa-1649	30	10	most	most	ADJ
ajoaa-1649	30	11	of	of	ADP
ajoaa-1649	30	12	the	the	DET
ajoaa-1649	30	13	farmers	farmer	NOUN
ajoaa-1649	30	14	with	with	ADP
ajoaa-1649	30	15	largest	large	ADJ
ajoaa-1649	30	16	planted	plant	VERB
ajoaa-1649	30	17	area	area	NOUN
ajoaa-1649	30	18	of	of	ADP
ajoaa-1649	30	19	44	44	NUM
ajoaa-1649	30	20	percent	percent	NOUN
ajoaa-1649	30	21	of	of	ADP
ajoaa-1649	30	22	the	the	DET
ajoaa-1649	30	23	total	total	ADJ
ajoaa-1649	30	24	area	area	NOUN
ajoaa-1649	30	25	planted	plant	VERB
ajoaa-1649	30	26	with	with	ADP
ajoaa-1649	30	27	annual	annual	ADJ
ajoaa-1649	30	28	crops	crop	NOUN
ajoaa-1649	30	29	(	(	PUNCT
ajoaa-1649	30	30	urt	urt	PROPN
ajoaa-1649	30	31	2012a	2012a	NUM
ajoaa-1649	30	32	)	)	PUNCT
ajoaa-1649	30	33	,	,	PUNCT
ajoaa-1649	30	34	while	while	SCONJ
ajoaa-1649	30	35	tobacco	tobacco	NOUN
ajoaa-1649	30	36	is	be	AUX
ajoaa-1649	30	37	ranked	rank	VERB
ajoaa-1649	30	38	first	first	ADJ
ajoaa-1649	30	39	annual	annual	ADJ
ajoaa-1649	30	40	cash	cash	NOUN
ajoaa-1649	30	41	crop	crop	NOUN
ajoaa-1649	30	42	(	(	PUNCT
ajoaa-1649	30	43	bucheyeki	bucheyeki	VERB
ajoaa-1649	30	44	et	et	PROPN
ajoaa-1649	30	45	al	al	PROPN
ajoaa-1649	30	46	.	.	PROPN
ajoaa-1649	30	47	,	,	PUNCT
ajoaa-1649	30	48	2010	2010	NUM
ajoaa-1649	30	49	)	)	PUNCT
ajoaa-1649	30	50	.	.	PUNCT
ajoaa-1649	31	1	moreover	moreover	ADV
ajoaa-1649	31	2	,	,	PUNCT
ajoaa-1649	31	3	urt	urt	X
ajoaa-1649	31	4	(	(	PUNCT
ajoaa-1649	31	5	2012a	2012a	NUM
ajoaa-1649	31	6	)	)	PUNCT
ajoaa-1649	31	7	notes	note	VERB
ajoaa-1649	31	8	that	that	SCONJ
ajoaa-1649	31	9	groundnut	groundnut	NOUN
ajoaa-1649	31	10	is	be	AUX
ajoaa-1649	31	11	the	the	DET
ajoaa-1649	31	12	most	most	ADV
ajoaa-1649	31	13	planted	plant	VERB
ajoaa-1649	31	14	oilseed	oilseed	NOUN
ajoaa-1649	31	15	in	in	ADP
ajoaa-1649	31	16	the	the	DET
ajoaa-1649	31	17	region	region	NOUN
ajoaa-1649	31	18	followed	follow	VERB
ajoaa-1649	31	19	by	by	ADP
ajoaa-1649	31	20	sunflower	sunflower	NOUN
ajoaa-1649	31	21	and	and	CCONJ
ajoaa-1649	31	22	soya	soya	NOUN
ajoaa-1649	31	23	beans	bean	NOUN
ajoaa-1649	31	24	.	.	PUNCT
ajoaa-1649	32	1	despite	despite	SCONJ
ajoaa-1649	32	2	the	the	DET
ajoaa-1649	32	3	importance	importance	NOUN
ajoaa-1649	32	4	of	of	ADP
ajoaa-1649	32	5	crop	crop	NOUN
ajoaa-1649	32	6	production	production	NOUN
ajoaa-1649	32	7	in	in	ADP
ajoaa-1649	32	8	the	the	DET
ajoaa-1649	32	9	region	region	NOUN
ajoaa-1649	32	10	,	,	PUNCT
ajoaa-1649	32	11	farmers	farmer	NOUN
ajoaa-1649	32	12	have	have	AUX
ajoaa-1649	32	13	been	be	AUX
ajoaa-1649	32	14	facing	face	VERB
ajoaa-1649	32	15	fluctuating	fluctuate	VERB
ajoaa-1649	32	16	agricultural	agricultural	ADJ
ajoaa-1649	32	17	produces	produce	NOUN
ajoaa-1649	32	18	,	,	PUNCT
ajoaa-1649	32	19	thus	thus	ADV
ajoaa-1649	32	20	,	,	PUNCT
ajoaa-1649	32	21	they	they	PRON
ajoaa-1649	32	22	are	be	AUX
ajoaa-1649	32	23	not	not	PART
ajoaa-1649	32	24	sure	sure	ADJ
ajoaa-1649	32	25	of	of	ADP
ajoaa-1649	32	26	the	the	DET
ajoaa-1649	32	27	food	food	NOUN
ajoaa-1649	32	28	security	security	NOUN
ajoaa-1649	32	29	(	(	PUNCT
ajoaa-1649	32	30	bucheyeki	bucheyeki	PROPN
ajoaa-1649	32	31	,	,	PUNCT
ajoaa-1649	32	32	2008	2008	NUM
ajoaa-1649	32	33	)	)	PUNCT
ajoaa-1649	32	34	.	.	PUNCT
ajoaa-1649	33	1	moreover	moreover	ADV
ajoaa-1649	33	2	,	,	PUNCT
ajoaa-1649	33	3	smallholder	smallholder	NOUN
ajoaa-1649	33	4	farmers	farmer	NOUN
ajoaa-1649	33	5	experience	experience	VERB
ajoaa-1649	33	6	sharp	sharp	ADJ
ajoaa-1649	33	7	yield	yield	NOUN
ajoaa-1649	33	8	-	-	PUNCT
ajoaa-1649	33	9	decline	decline	NOUN
ajoaa-1649	33	10	in	in	ADP
ajoaa-1649	33	11	maize	maize	NOUN
ajoaa-1649	33	12	together	together	ADV
ajoaa-1649	33	13	with	with	ADP
ajoaa-1649	33	14	tobacco	tobacco	NOUN
ajoaa-1649	33	15	and	and	CCONJ
ajoaa-1649	33	16	groundnut	groundnut	NOUN
ajoaa-1649	33	17	crops	crop	NOUN
ajoaa-1649	33	18	grown	grow	VERB
ajoaa-1649	33	19	in	in	ADP
ajoaa-1649	33	20	the	the	DET
ajoaa-1649	33	21	region	region	NOUN
ajoaa-1649	33	22	despite	despite	SCONJ
ajoaa-1649	33	23	the	the	DET
ajoaa-1649	33	24	truth	truth	NOUN
ajoaa-1649	33	25	that	that	SCONJ
ajoaa-1649	33	26	they	they	PRON
ajoaa-1649	33	27	are	be	AUX
ajoaa-1649	33	28	the	the	DET
ajoaa-1649	33	29	main	main	ADJ
ajoaa-1649	33	30	source	source	NOUN
ajoaa-1649	33	31	of	of	ADP
ajoaa-1649	33	32	income	income	NOUN
ajoaa-1649	33	33	and	and	CCONJ
ajoaa-1649	33	34	livelihood	livelihood	NOUN
ajoaa-1649	33	35	to	to	ADP
ajoaa-1649	33	36	smallholder	smallholder	NOUN
ajoaa-1649	33	37	farmers	farmer	NOUN
ajoaa-1649	33	38	who	who	PRON
ajoaa-1649	33	39	dominate	dominate	VERB
ajoaa-1649	33	40	the	the	DET
ajoaa-1649	33	41	region	region	NOUN
ajoaa-1649	33	42	(	(	PUNCT
ajoaa-1649	33	43	katundu	katundu	NOUN
ajoaa-1649	33	44	et	et	PROPN
ajoaa-1649	33	45	al	al	PROPN
ajoaa-1649	33	46	.	.	PROPN
ajoaa-1649	33	47	,	,	PUNCT
ajoaa-1649	33	48	2013	2013	NUM
ajoaa-1649	33	49	)	)	PUNCT
ajoaa-1649	33	50	.	.	PUNCT
ajoaa-1649	34	1	ruvuma	ruvuma	PROPN
ajoaa-1649	34	2	region	region	NOUN
ajoaa-1649	34	3	on	on	ADP
ajoaa-1649	34	4	the	the	DET
ajoaa-1649	34	5	other	other	ADJ
ajoaa-1649	34	6	hand	hand	NOUN
ajoaa-1649	34	7	is	be	AUX
ajoaa-1649	34	8	one	one	NUM
ajoaa-1649	34	9	of	of	ADP
ajoaa-1649	34	10	the	the	DET
ajoaa-1649	34	11	southern	southern	PROPN
ajoaa-1649	34	12	highland	highland	PROPN
ajoaa-1649	34	13	region	region	PROPN
ajoaa-1649	34	14	,	,	PUNCT
ajoaa-1649	34	15	economically	economically	ADV
ajoaa-1649	34	16	driven	drive	VERB
ajoaa-1649	34	17	by	by	ADP
ajoaa-1649	34	18	agriculture	agriculture	NOUN
ajoaa-1649	34	19	particularly	particularly	ADV
ajoaa-1649	34	20	crops	crop	VERB
ajoaa-1649	34	21	production	production	NOUN
ajoaa-1649	34	22	by	by	ADP
ajoaa-1649	34	23	smallholder	smallholder	NOUN
ajoaa-1649	34	24	farmers	farmer	NOUN
ajoaa-1649	34	25	,	,	PUNCT
ajoaa-1649	34	26	other	other	ADJ
ajoaa-1649	34	27	regions	region	NOUN
ajoaa-1649	34	28	are	be	AUX
ajoaa-1649	34	29	iringa	iringa	ADJ
ajoaa-1649	34	30	,	,	PUNCT
ajoaa-1649	34	31	mbeya	mbeya	NOUN
ajoaa-1649	34	32	and	and	CCONJ
ajoaa-1649	34	33	rukwa	rukwa	NOUN
ajoaa-1649	34	34	(	(	PUNCT
ajoaa-1649	34	35	shilda	shilda	NOUN
ajoaa-1649	34	36	,	,	PUNCT
ajoaa-1649	34	37	2012	2012	NUM
ajoaa-1649	34	38	)	)	PUNCT
ajoaa-1649	34	39	.	.	PUNCT
ajoaa-1649	35	1	maize	maize	NOUN
ajoaa-1649	35	2	is	be	AUX
ajoaa-1649	35	3	also	also	ADV
ajoaa-1649	35	4	the	the	DET
ajoaa-1649	35	5	dominant	dominant	ADJ
ajoaa-1649	35	6	annual	annual	ADJ
ajoaa-1649	35	7	crop	crop	NOUN
ajoaa-1649	35	8	grown	grow	VERB
ajoaa-1649	35	9	by	by	ADP
ajoaa-1649	35	10	94	94	NUM
ajoaa-1649	35	11	percent	percent	NOUN
ajoaa-1649	35	12	of	of	ADP
ajoaa-1649	35	13	the	the	DET
ajoaa-1649	35	14	households	household	NOUN
ajoaa-1649	35	15	.	.	PUNCT
ajoaa-1649	36	1	the	the	DET
ajoaa-1649	36	2	only	only	ADJ
ajoaa-1649	36	3	annual	annual	ADJ
ajoaa-1649	36	4	cash	cash	NOUN
ajoaa-1649	36	5	crop	crop	NOUN
ajoaa-1649	36	6	grown	grow	VERB
ajoaa-1649	36	7	in	in	ADP
ajoaa-1649	36	8	wet	wet	ADJ
ajoaa-1649	36	9	season	season	NOUN
ajoaa-1649	36	10	is	be	AUX
ajoaa-1649	36	11	tobacco	tobacco	NOUN
ajoaa-1649	36	12	though	though	SCONJ
ajoaa-1649	36	13	there	there	PRON
ajoaa-1649	36	14	are	be	VERB
ajoaa-1649	36	15	other	other	ADJ
ajoaa-1649	36	16	cash	cash	NOUN
ajoaa-1649	36	17	crops	crop	NOUN
ajoaa-1649	36	18	that	that	PRON
ajoaa-1649	36	19	are	be	AUX
ajoaa-1649	36	20	permanent	permanent	ADJ
ajoaa-1649	36	21	like	like	ADP
ajoaa-1649	36	22	cashew	cashew	NOUN
ajoaa-1649	36	23	nuts	nut	NOUN
ajoaa-1649	36	24	,	,	PUNCT
ajoaa-1649	36	25	coffee	coffee	NOUN
ajoaa-1649	36	26	and	and	CCONJ
ajoaa-1649	36	27	banana	banana	PROPN
ajoaa-1649	36	28	(	(	PUNCT
ajoaa-1649	36	29	urt	urt	NOUN
ajoaa-1649	36	30	,	,	PUNCT
ajoaa-1649	36	31	2007b	2007b	NUM
ajoaa-1649	36	32	)	)	PUNCT
ajoaa-1649	36	33	.	.	PUNCT
ajoaa-1649	37	1	currently	currently	ADV
ajoaa-1649	37	2	,	,	PUNCT
ajoaa-1649	37	3	most	most	ADJ
ajoaa-1649	37	4	smallholder	smallholder	NOUN
ajoaa-1649	37	5	farmers	farmer	NOUN
ajoaa-1649	37	6	in	in	ADP
ajoaa-1649	37	7	the	the	DET
ajoaa-1649	37	8	region	region	NOUN
ajoaa-1649	37	9	derive	derive	VERB
ajoaa-1649	37	10	their	their	PRON
ajoaa-1649	37	11	livelihood	livelihood	NOUN
ajoaa-1649	37	12	from	from	ADP
ajoaa-1649	37	13	annual	annual	ADJ
ajoaa-1649	37	14	crop	crop	NOUN
ajoaa-1649	37	15	farming	farming	NOUN
ajoaa-1649	37	16	,	,	PUNCT
ajoaa-1649	37	17	though	though	SCONJ
ajoaa-1649	37	18	the	the	DET
ajoaa-1649	37	19	sector	sector	NOUN
ajoaa-1649	37	20	in	in	ADP
ajoaa-1649	37	21	the	the	DET
ajoaa-1649	37	22	region	region	NOUN
ajoaa-1649	37	23	is	be	AUX
ajoaa-1649	37	24	technologically	technologically	ADV
ajoaa-1649	37	25	limited	limited	ADJ
ajoaa-1649	37	26	.	.	PUNCT
ajoaa-1649	38	1	in	in	ADP
ajoaa-1649	38	2	2008	2008	NUM
ajoaa-1649	38	3	,	,	PUNCT
ajoaa-1649	38	4	manual	manual	ADJ
ajoaa-1649	38	5	tools	tool	NOUN
ajoaa-1649	38	6	like	like	ADP
ajoaa-1649	38	7	hand	hand	NOUN
ajoaa-1649	38	8	hoe	hoe	NOUN
ajoaa-1649	38	9	were	be	AUX
ajoaa-1649	38	10	used	use	VERB
ajoaa-1649	38	11	by	by	ADP
ajoaa-1649	38	12	more	more	ADJ
ajoaa-1649	38	13	than	than	ADP
ajoaa-1649	38	14	95	95	NUM
ajoaa-1649	38	15	percent	percent	NOUN
ajoaa-1649	38	16	of	of	ADP
ajoaa-1649	38	17	the	the	DET
ajoaa-1649	38	18	households	household	NOUN
ajoaa-1649	38	19	,	,	PUNCT
ajoaa-1649	38	20	this	this	PRON
ajoaa-1649	38	21	shows	show	VERB
ajoaa-1649	38	22	dominants	dominant	NOUN
ajoaa-1649	38	23	of	of	ADP
ajoaa-1649	38	24	traditional	traditional	ADJ
ajoaa-1649	38	25	technology	technology	NOUN
ajoaa-1649	38	26	in	in	ADP
ajoaa-1649	38	27	farming	farming	NOUN
ajoaa-1649	38	28	(	(	PUNCT
ajoaa-1649	38	29	urt	urt	NOUN
ajoaa-1649	38	30	,	,	PUNCT
ajoaa-1649	38	31	2012b	2012b	NUM
ajoaa-1649	38	32	)	)	PUNCT
ajoaa-1649	38	33	.	.	PUNCT
ajoaa-1649	39	1	asian	asian	ADJ
ajoaa-1649	39	2	journal	journal	PROPN
ajoaa-1649	39	3	of	of	ADP
ajoaa-1649	39	4	agriculture	agriculture	NOUN
ajoaa-1649	39	5	and	and	CCONJ
ajoaa-1649	39	6	rural	rural	ADJ
ajoaa-1649	39	7	development	development	NOUN
ajoaa-1649	39	8	,	,	PUNCT
ajoaa-1649	39	9	7(9)2017	7(9)2017	NUM
ajoaa-1649	39	10	:	:	PUNCT
ajoaa-1649	39	11	180	180	NUM
ajoaa-1649	39	12	-	-	SYM
ajoaa-1649	39	13	197	197	NUM
ajoaa-1649	39	14	182	182	NUM
ajoaa-1649	39	15	tabora	tabora	ADJ
ajoaa-1649	39	16	and	and	CCONJ
ajoaa-1649	39	17	ruvuma	ruvuma	PROPN
ajoaa-1649	39	18	regions	region	NOUN
ajoaa-1649	39	19	differ	differ	VERB
ajoaa-1649	39	20	in	in	ADP
ajoaa-1649	39	21	quantity	quantity	NOUN
ajoaa-1649	39	22	of	of	ADP
ajoaa-1649	39	23	maize	maize	NOUN
ajoaa-1649	39	24	production	production	NOUN
ajoaa-1649	39	25	over	over	ADP
ajoaa-1649	39	26	years	year	NOUN
ajoaa-1649	39	27	despite	despite	SCONJ
ajoaa-1649	39	28	the	the	DET
ajoaa-1649	39	29	similar	similar	ADJ
ajoaa-1649	39	30	uni	uni	ADJ
ajoaa-1649	39	31	-	-	ADJ
ajoaa-1649	39	32	modal	modal	ADJ
ajoaa-1649	39	33	rainfall	rainfall	NOUN
ajoaa-1649	39	34	behavior	behavior	NOUN
ajoaa-1649	39	35	.	.	PUNCT
ajoaa-1649	40	1	ruvuma	ruvuma	PROPN
ajoaa-1649	40	2	experience	experience	PROPN
ajoaa-1649	40	3	favorable	favorable	ADJ
ajoaa-1649	40	4	rain	rain	NOUN
ajoaa-1649	40	5	while	while	SCONJ
ajoaa-1649	40	6	tabora	tabora	PROPN
ajoaa-1649	40	7	experience	experience	PROPN
ajoaa-1649	40	8	drought	drought	PROPN
ajoaa-1649	40	9	like	like	ADP
ajoaa-1649	40	10	condition	condition	NOUN
ajoaa-1649	40	11	due	due	ADP
ajoaa-1649	40	12	to	to	ADP
ajoaa-1649	40	13	its	its	PRON
ajoaa-1649	40	14	location	location	NOUN
ajoaa-1649	40	15	.	.	PUNCT
ajoaa-1649	41	1	ruvuma	ruvuma	PROPN
ajoaa-1649	41	2	region	region	PROPN
ajoaa-1649	41	3	outpace	outpace	PROPN
ajoaa-1649	41	4	tabora	tabora	VERB
ajoaa-1649	41	5	over	over	ADP
ajoaa-1649	41	6	years	year	NOUN
ajoaa-1649	41	7	as	as	SCONJ
ajoaa-1649	41	8	it	it	PRON
ajoaa-1649	41	9	is	be	AUX
ajoaa-1649	41	10	part	part	NOUN
ajoaa-1649	41	11	of	of	ADP
ajoaa-1649	41	12	the	the	DET
ajoaa-1649	41	13	major	major	ADJ
ajoaa-1649	41	14	maize	maize	NOUN
ajoaa-1649	41	15	producing	produce	VERB
ajoaa-1649	41	16	regions	region	NOUN
ajoaa-1649	41	17	by	by	ADP
ajoaa-1649	41	18	contributing	contribute	VERB
ajoaa-1649	41	19	(	(	PUNCT
ajoaa-1649	41	20	9.7	9.7	NUM
ajoaa-1649	41	21	%	%	NOUN
ajoaa-1649	41	22	)	)	PUNCT
ajoaa-1649	41	23	together	together	ADV
ajoaa-1649	41	24	with	with	ADP
ajoaa-1649	41	25	rukwa	rukwa	NOUN
ajoaa-1649	41	26	(	(	PUNCT
ajoaa-1649	41	27	8.7	8.7	NUM
ajoaa-1649	41	28	%	%	NOUN
ajoaa-1649	41	29	)	)	PUNCT
ajoaa-1649	41	30	,	,	PUNCT
ajoaa-1649	41	31	mbeya	mbeya	INTJ
ajoaa-1649	41	32	(	(	PUNCT
ajoaa-1649	41	33	11.2	11.2	NUM
ajoaa-1649	41	34	%	%	NOUN
ajoaa-1649	41	35	)	)	PUNCT
ajoaa-1649	41	36	,	,	PUNCT
ajoaa-1649	41	37	iringa	iringa	ADV
ajoaa-1649	41	38	(	(	PUNCT
ajoaa-1649	41	39	11.4	11.4	NUM
ajoaa-1649	41	40	%	%	NOUN
ajoaa-1649	41	41	)	)	PUNCT
ajoaa-1649	41	42	,	,	PUNCT
ajoaa-1649	41	43	kagera	kagera	NOUN
ajoaa-1649	41	44	(	(	PUNCT
ajoaa-1649	41	45	5.7	5.7	NUM
ajoaa-1649	41	46	%	%	NOUN
ajoaa-1649	41	47	)	)	PUNCT
ajoaa-1649	41	48	,	,	PUNCT
ajoaa-1649	41	49	kilimanjaro	kilimanjaro	PROPN
ajoaa-1649	41	50	(	(	PUNCT
ajoaa-1649	41	51	5.5	5.5	NUM
ajoaa-1649	41	52	%	%	NOUN
ajoaa-1649	41	53	)	)	PUNCT
ajoaa-1649	41	54	and	and	CCONJ
ajoaa-1649	41	55	manyara	manyara	PROPN
ajoaa-1649	41	56	(	(	PUNCT
ajoaa-1649	41	57	7.0	7.0	NUM
ajoaa-1649	41	58	%	%	NOUN
ajoaa-1649	41	59	)	)	PUNCT
ajoaa-1649	41	60	(	(	PUNCT
ajoaa-1649	41	61	fao	fao	ADJ
ajoaa-1649	41	62	,	,	PUNCT
ajoaa-1649	41	63	2015	2015	NUM
ajoaa-1649	41	64	)	)	PUNCT
ajoaa-1649	41	65	but	but	CCONJ
ajoaa-1649	41	66	this	this	PRON
ajoaa-1649	41	67	does	do	AUX
ajoaa-1649	41	68	not	not	PART
ajoaa-1649	41	69	say	say	VERB
ajoaa-1649	41	70	anything	anything	PRON
ajoaa-1649	41	71	on	on	ADP
ajoaa-1649	41	72	the	the	DET
ajoaa-1649	41	73	extent	extent	NOUN
ajoaa-1649	41	74	of	of	ADP
ajoaa-1649	41	75	effectiveness	effectiveness	NOUN
ajoaa-1649	41	76	in	in	ADP
ajoaa-1649	41	77	the	the	DET
ajoaa-1649	41	78	application	application	NOUN
ajoaa-1649	41	79	of	of	ADP
ajoaa-1649	41	80	the	the	DET
ajoaa-1649	41	81	inputs	input	NOUN
ajoaa-1649	41	82	available	available	ADJ
ajoaa-1649	41	83	to	to	ADP
ajoaa-1649	41	84	farmers	farmer	NOUN
ajoaa-1649	41	85	;	;	PUNCT
ajoaa-1649	41	86	thus	thus	ADV
ajoaa-1649	41	87	the	the	DET
ajoaa-1649	41	88	study	study	NOUN
ajoaa-1649	41	89	seeks	seek	VERB
ajoaa-1649	41	90	to	to	PART
ajoaa-1649	41	91	find	find	VERB
ajoaa-1649	41	92	the	the	DET
ajoaa-1649	41	93	level	level	NOUN
ajoaa-1649	41	94	of	of	ADP
ajoaa-1649	41	95	technical	technical	ADJ
ajoaa-1649	41	96	efficiency	efficiency	NOUN
ajoaa-1649	41	97	between	between	ADP
ajoaa-1649	41	98	smallholder	smallholder	NOUN
ajoaa-1649	41	99	farmers	farmer	NOUN
ajoaa-1649	41	100	in	in	ADP
ajoaa-1649	41	101	the	the	DET
ajoaa-1649	41	102	two	two	NUM
ajoaa-1649	41	103	regions	region	NOUN
ajoaa-1649	41	104	on	on	ADP
ajoaa-1649	41	105	how	how	SCONJ
ajoaa-1649	41	106	well	well	ADV
ajoaa-1649	41	107	the	the	DET
ajoaa-1649	41	108	inputs	input	NOUN
ajoaa-1649	41	109	available	available	ADJ
ajoaa-1649	41	110	to	to	ADP
ajoaa-1649	41	111	them	they	PRON
ajoaa-1649	41	112	are	be	AUX
ajoaa-1649	41	113	used	use	VERB
ajoaa-1649	41	114	.	.	PUNCT
ajoaa-1649	42	1	1.1	1.1	NUM
ajoaa-1649	42	2	.	.	PUNCT
ajoaa-1649	43	1	motivation	motivation	NOUN
ajoaa-1649	43	2	of	of	ADP
ajoaa-1649	43	3	the	the	DET
ajoaa-1649	43	4	study	study	NOUN
ajoaa-1649	43	5	as	as	ADP
ajoaa-1649	43	6	to	to	ADP
ajoaa-1649	43	7	other	other	ADJ
ajoaa-1649	43	8	sub	sub	NOUN
ajoaa-1649	43	9	saharan	saharan	PROPN
ajoaa-1649	43	10	africa	africa	PROPN
ajoaa-1649	43	11	countries	countries	PROPN
ajoaa-1649	43	12	,	,	PUNCT
ajoaa-1649	43	13	it	it	PRON
ajoaa-1649	43	14	is	be	AUX
ajoaa-1649	43	15	noted	note	VERB
ajoaa-1649	43	16	that	that	SCONJ
ajoaa-1649	43	17	,	,	PUNCT
ajoaa-1649	43	18	tanzania	tanzania	PROPN
ajoaa-1649	43	19	agricultural	agricultural	ADJ
ajoaa-1649	43	20	productivity1	productivity1	NOUN
ajoaa-1649	43	21	lag	lag	VERB
ajoaa-1649	43	22	behind	behind	ADP
ajoaa-1649	43	23	the	the	DET
ajoaa-1649	43	24	potential	potential	ADJ
ajoaa-1649	43	25	level	level	NOUN
ajoaa-1649	43	26	of	of	ADP
ajoaa-1649	43	27	3.5	3.5	NUM
ajoaa-1649	43	28	to	to	PART
ajoaa-1649	43	29	4	4	NUM
ajoaa-1649	43	30	tons	ton	NOUN
ajoaa-1649	43	31	/	/	SYM
ajoaa-1649	43	32	hectare	hectare	NOUN
ajoaa-1649	43	33	;	;	PUNCT
ajoaa-1649	43	34	in	in	ADP
ajoaa-1649	43	35	food	food	NOUN
ajoaa-1649	43	36	crops	crop	VERB
ajoaa-1649	43	37	production	production	NOUN
ajoaa-1649	43	38	productivity	productivity	NOUN
ajoaa-1649	43	39	is	be	AUX
ajoaa-1649	43	40	low	low	ADJ
ajoaa-1649	43	41	around	around	ADP
ajoaa-1649	43	42	an	an	DET
ajoaa-1649	43	43	average	average	NOUN
ajoaa-1649	43	44	of	of	ADP
ajoaa-1649	43	45	1.7	1.7	NUM
ajoaa-1649	43	46	tons	ton	NOUN
ajoaa-1649	43	47	/	/	SYM
ajoaa-1649	43	48	hectare	hectare	NOUN
ajoaa-1649	43	49	in	in	ADP
ajoaa-1649	43	50	spite	spite	NOUN
ajoaa-1649	43	51	of	of	ADP
ajoaa-1649	43	52	its	its	PRON
ajoaa-1649	43	53	importance	importance	NOUN
ajoaa-1649	43	54	to	to	ADP
ajoaa-1649	43	55	economic	economic	ADJ
ajoaa-1649	43	56	well	well	NOUN
ajoaa-1649	43	57	-	-	PUNCT
ajoaa-1649	43	58	being	being	NOUN
ajoaa-1649	43	59	of	of	ADP
ajoaa-1649	43	60	farmers	farmer	NOUN
ajoaa-1649	43	61	and	and	CCONJ
ajoaa-1649	43	62	nation	nation	NOUN
ajoaa-1649	43	63	in	in	ADP
ajoaa-1649	43	64	general	general	ADJ
ajoaa-1649	43	65	,	,	PUNCT
ajoaa-1649	43	66	and	and	CCONJ
ajoaa-1649	43	67	to	to	ADP
ajoaa-1649	43	68	the	the	DET
ajoaa-1649	43	69	country	country	NOUN
ajoaa-1649	43	70	’s	’s	PART
ajoaa-1649	43	71	food	food	NOUN
ajoaa-1649	43	72	security	security	NOUN
ajoaa-1649	43	73	(	(	PUNCT
ajoaa-1649	43	74	hepelwa	hepelwa	NOUN
ajoaa-1649	43	75	et	et	PROPN
ajoaa-1649	43	76	al	al	PROPN
ajoaa-1649	43	77	.	.	PROPN
ajoaa-1649	43	78	,	,	PUNCT
ajoaa-1649	43	79	2013	2013	NUM
ajoaa-1649	43	80	)	)	PUNCT
ajoaa-1649	43	81	and	and	CCONJ
ajoaa-1649	43	82	(	(	PUNCT
ajoaa-1649	43	83	usda	usda	NOUN
ajoaa-1649	43	84	,	,	PUNCT
ajoaa-1649	43	85	2017	2017	NUM
ajoaa-1649	43	86	)	)	PUNCT
ajoaa-1649	43	87	.	.	PUNCT
ajoaa-1649	44	1	furthermore	furthermore	ADV
ajoaa-1649	44	2	,	,	PUNCT
ajoaa-1649	44	3	it	it	PRON
ajoaa-1649	44	4	is	be	AUX
ajoaa-1649	44	5	noted	note	VERB
ajoaa-1649	44	6	that	that	SCONJ
ajoaa-1649	44	7	over	over	ADP
ajoaa-1649	44	8	years	year	NOUN
ajoaa-1649	44	9	a	a	DET
ajoaa-1649	44	10	gigantic	gigantic	ADJ
ajoaa-1649	44	11	increase	increase	NOUN
ajoaa-1649	44	12	in	in	ADP
ajoaa-1649	44	13	maize	maize	NOUN
ajoaa-1649	44	14	production	production	NOUN
ajoaa-1649	44	15	in	in	ADP
ajoaa-1649	44	16	the	the	DET
ajoaa-1649	44	17	country	country	NOUN
ajoaa-1649	44	18	is	be	AUX
ajoaa-1649	44	19	reflected	reflect	VERB
ajoaa-1649	44	20	by	by	ADP
ajoaa-1649	44	21	expansion	expansion	NOUN
ajoaa-1649	44	22	of	of	ADP
ajoaa-1649	44	23	planted	plant	VERB
ajoaa-1649	44	24	areas	area	NOUN
ajoaa-1649	44	25	rather	rather	ADV
ajoaa-1649	44	26	than	than	ADP
ajoaa-1649	44	27	the	the	DET
ajoaa-1649	44	28	productivity	productivity	NOUN
ajoaa-1649	44	29	factor	factor	NOUN
ajoaa-1649	44	30	per	per	ADP
ajoaa-1649	44	31	hectare	hectare	NOUN
ajoaa-1649	44	32	(	(	PUNCT
ajoaa-1649	44	33	fao	fao	ADJ
ajoaa-1649	44	34	,	,	PUNCT
ajoaa-1649	44	35	2015	2015	NUM
ajoaa-1649	44	36	)	)	PUNCT
ajoaa-1649	44	37	.	.	PUNCT
ajoaa-1649	45	1	in	in	ADP
ajoaa-1649	45	2	addition	addition	NOUN
ajoaa-1649	45	3	,	,	PUNCT
ajoaa-1649	45	4	only	only	ADV
ajoaa-1649	45	5	few	few	ADJ
ajoaa-1649	45	6	studies	study	NOUN
ajoaa-1649	45	7	have	have	AUX
ajoaa-1649	45	8	tried	try	VERB
ajoaa-1649	45	9	to	to	PART
ajoaa-1649	45	10	analyze	analyze	VERB
ajoaa-1649	45	11	technical	technical	ADJ
ajoaa-1649	45	12	efficiency	efficiency	NOUN
ajoaa-1649	45	13	in	in	ADP
ajoaa-1649	45	14	production	production	NOUN
ajoaa-1649	45	15	of	of	ADP
ajoaa-1649	45	16	maize	maize	NOUN
ajoaa-1649	45	17	in	in	ADP
ajoaa-1649	45	18	the	the	DET
ajoaa-1649	45	19	country	country	NOUN
ajoaa-1649	45	20	but	but	CCONJ
ajoaa-1649	45	21	did	do	AUX
ajoaa-1649	45	22	not	not	PART
ajoaa-1649	45	23	compare	compare	VERB
ajoaa-1649	45	24	the	the	DET
ajoaa-1649	45	25	case	case	NOUN
ajoaa-1649	45	26	of	of	ADP
ajoaa-1649	45	27	two	two	NUM
ajoaa-1649	45	28	different	different	ADJ
ajoaa-1649	45	29	regions	region	NOUN
ajoaa-1649	45	30	that	that	PRON
ajoaa-1649	45	31	vary	vary	VERB
ajoaa-1649	45	32	in	in	ADP
ajoaa-1649	45	33	production	production	NOUN
ajoaa-1649	45	34	trend	trend	NOUN
ajoaa-1649	45	35	and	and	CCONJ
ajoaa-1649	45	36	earn	earn	VERB
ajoaa-1649	45	37	low	low	ADJ
ajoaa-1649	45	38	income	income	NOUN
ajoaa-1649	45	39	in	in	ADP
ajoaa-1649	45	40	spite	spite	NOUN
ajoaa-1649	45	41	of	of	ADP
ajoaa-1649	45	42	the	the	DET
ajoaa-1649	45	43	importance	importance	NOUN
ajoaa-1649	45	44	of	of	ADP
ajoaa-1649	45	45	the	the	DET
ajoaa-1649	45	46	crop	crop	NOUN
ajoaa-1649	45	47	in	in	ADP
ajoaa-1649	45	48	the	the	DET
ajoaa-1649	45	49	country	country	NOUN
ajoaa-1649	45	50	and	and	CCONJ
ajoaa-1649	45	51	particularly	particularly	ADV
ajoaa-1649	45	52	tabora	tabora	PROPN
ajoaa-1649	45	53	and	and	CCONJ
ajoaa-1649	45	54	ruvuma	ruvuma	PROPN
ajoaa-1649	45	55	regions	region	NOUN
ajoaa-1649	45	56	that	that	PRON
ajoaa-1649	45	57	results	result	VERB
ajoaa-1649	45	58	into	into	ADP
ajoaa-1649	45	59	persistence	persistence	NOUN
ajoaa-1649	45	60	of	of	ADP
ajoaa-1649	45	61	poverty	poverty	NOUN
ajoaa-1649	45	62	to	to	ADP
ajoaa-1649	45	63	farmers	farmer	NOUN
ajoaa-1649	45	64	.	.	PUNCT
ajoaa-1649	46	1	this	this	PRON
ajoaa-1649	46	2	,	,	PUNCT
ajoaa-1649	46	3	situation	situation	NOUN
ajoaa-1649	46	4	creates	create	VERB
ajoaa-1649	46	5	the	the	DET
ajoaa-1649	46	6	need	need	NOUN
ajoaa-1649	46	7	to	to	PART
ajoaa-1649	46	8	investigate	investigate	VERB
ajoaa-1649	46	9	the	the	DET
ajoaa-1649	46	10	present	present	ADJ
ajoaa-1649	46	11	level	level	NOUN
ajoaa-1649	46	12	of	of	ADP
ajoaa-1649	46	13	technical	technical	ADJ
ajoaa-1649	46	14	efficiency	efficiency	NOUN
ajoaa-1649	46	15	in	in	ADP
ajoaa-1649	46	16	maize	maize	NOUN
ajoaa-1649	46	17	production	production	NOUN
ajoaa-1649	46	18	between	between	ADP
ajoaa-1649	46	19	the	the	DET
ajoaa-1649	46	20	two	two	NUM
ajoaa-1649	46	21	regions	region	NOUN
ajoaa-1649	46	22	,	,	PUNCT
ajoaa-1649	46	23	and	and	CCONJ
ajoaa-1649	46	24	suggest	suggest	VERB
ajoaa-1649	46	25	positive	positive	ADJ
ajoaa-1649	46	26	factors	factor	NOUN
ajoaa-1649	46	27	of	of	ADP
ajoaa-1649	46	28	production	production	NOUN
ajoaa-1649	46	29	available	available	ADJ
ajoaa-1649	46	30	to	to	ADP
ajoaa-1649	46	31	farmers	farmer	NOUN
ajoaa-1649	46	32	that	that	PRON
ajoaa-1649	46	33	can	can	AUX
ajoaa-1649	46	34	be	be	AUX
ajoaa-1649	46	35	given	give	VERB
ajoaa-1649	46	36	sensitive	sensitive	ADJ
ajoaa-1649	46	37	attention	attention	NOUN
ajoaa-1649	46	38	to	to	PART
ajoaa-1649	46	39	increase	increase	VERB
ajoaa-1649	46	40	technical	technical	ADJ
ajoaa-1649	46	41	efficiency	efficiency	NOUN
ajoaa-1649	46	42	in	in	ADP
ajoaa-1649	46	43	producing	produce	VERB
ajoaa-1649	46	44	maize	maize	NOUN
ajoaa-1649	46	45	rather	rather	ADV
ajoaa-1649	46	46	than	than	ADP
ajoaa-1649	46	47	output	output	NOUN
ajoaa-1649	46	48	being	be	AUX
ajoaa-1649	46	49	over	over	ADV
ajoaa-1649	46	50	dependant	dependant	ADJ
ajoaa-1649	46	51	to	to	ADP
ajoaa-1649	46	52	planted	plant	VERB
ajoaa-1649	46	53	area	area	NOUN
ajoaa-1649	46	54	only	only	ADV
ajoaa-1649	46	55	.	.	PUNCT
ajoaa-1649	47	1	2	2	X
ajoaa-1649	47	2	.	.	X
ajoaa-1649	47	3	theoretical	theoretical	ADJ
ajoaa-1649	47	4	literature	literature	PROPN
ajoaa-1649	47	5	theory	theory	NOUN
ajoaa-1649	47	6	of	of	ADP
ajoaa-1649	47	7	production	production	NOUN
ajoaa-1649	47	8	efficiency	efficiency	NOUN
ajoaa-1649	47	9	can	can	AUX
ajoaa-1649	47	10	be	be	AUX
ajoaa-1649	47	11	explained	explain	VERB
ajoaa-1649	47	12	in	in	ADP
ajoaa-1649	47	13	three	three	NUM
ajoaa-1649	47	14	ways	way	NOUN
ajoaa-1649	47	15	that	that	PRON
ajoaa-1649	47	16	are	be	AUX
ajoaa-1649	47	17	used	use	VERB
ajoaa-1649	47	18	to	to	PART
ajoaa-1649	47	19	measure	measure	VERB
ajoaa-1649	47	20	the	the	DET
ajoaa-1649	47	21	level	level	NOUN
ajoaa-1649	47	22	of	of	ADP
ajoaa-1649	47	23	efficiency	efficiency	NOUN
ajoaa-1649	47	24	in	in	ADP
ajoaa-1649	47	25	production	production	NOUN
ajoaa-1649	47	26	.	.	PUNCT
ajoaa-1649	48	1	these	these	PRON
ajoaa-1649	48	2	include	include	VERB
ajoaa-1649	48	3	economic	economic	ADJ
ajoaa-1649	48	4	efficiency	efficiency	NOUN
ajoaa-1649	48	5	,	,	PUNCT
ajoaa-1649	48	6	technical	technical	ADJ
ajoaa-1649	48	7	efficiency	efficiency	NOUN
ajoaa-1649	48	8	and	and	CCONJ
ajoaa-1649	48	9	allocative	allocative	ADJ
ajoaa-1649	48	10	efficiency	efficiency	NOUN
ajoaa-1649	48	11	.	.	PUNCT
ajoaa-1649	49	1	technical	technical	ADJ
ajoaa-1649	49	2	efficiency	efficiency	NOUN
ajoaa-1649	49	3	in	in	ADP
ajoaa-1649	49	4	production	production	NOUN
ajoaa-1649	49	5	occurs	occur	VERB
ajoaa-1649	49	6	when	when	SCONJ
ajoaa-1649	49	7	maximum	maximum	ADJ
ajoaa-1649	49	8	output	output	NOUN
ajoaa-1649	49	9	is	be	AUX
ajoaa-1649	49	10	achieved	achieve	VERB
ajoaa-1649	49	11	given	give	VERB
ajoaa-1649	49	12	resources	resource	NOUN
ajoaa-1649	49	13	,	,	PUNCT
ajoaa-1649	49	14	meaning	mean	VERB
ajoaa-1649	49	15	production	production	NOUN
ajoaa-1649	49	16	on	on	ADP
ajoaa-1649	49	17	the	the	DET
ajoaa-1649	49	18	frontier	frontier	NOUN
ajoaa-1649	49	19	.	.	PUNCT
ajoaa-1649	50	1	allocative	allocative	ADJ
ajoaa-1649	50	2	efficiency	efficiency	NOUN
ajoaa-1649	50	3	occurs	occur	VERB
ajoaa-1649	50	4	when	when	SCONJ
ajoaa-1649	50	5	factors	factor	NOUN
ajoaa-1649	50	6	of	of	ADP
ajoaa-1649	50	7	production	production	NOUN
ajoaa-1649	50	8	are	be	AUX
ajoaa-1649	50	9	optimally	optimally	ADV
ajoaa-1649	50	10	selected	select	VERB
ajoaa-1649	50	11	and	and	CCONJ
ajoaa-1649	50	12	used	use	VERB
ajoaa-1649	50	13	,	,	PUNCT
ajoaa-1649	50	14	thus	thus	ADV
ajoaa-1649	50	15	,	,	PUNCT
ajoaa-1649	50	16	economic	economic	ADJ
ajoaa-1649	50	17	efficiency	efficiency	NOUN
ajoaa-1649	50	18	is	be	AUX
ajoaa-1649	50	19	the	the	DET
ajoaa-1649	50	20	product	product	NOUN
ajoaa-1649	50	21	of	of	ADP
ajoaa-1649	50	22	two	two	NUM
ajoaa-1649	50	23	mentioned	mention	VERB
ajoaa-1649	50	24	.	.	PUNCT
ajoaa-1649	51	1	it	it	PRON
ajoaa-1649	51	2	explains	explain	VERB
ajoaa-1649	51	3	farmer	farmer	NOUN
ajoaa-1649	51	4	’s	’s	PART
ajoaa-1649	51	5	ability	ability	NOUN
ajoaa-1649	51	6	to	to	PART
ajoaa-1649	51	7	produce	produce	VERB
ajoaa-1649	51	8	optimal	optimal	ADJ
ajoaa-1649	51	9	output	output	NOUN
ajoaa-1649	51	10	with	with	ADP
ajoaa-1649	51	11	minimum	minimum	ADJ
ajoaa-1649	51	12	cost	cost	NOUN
ajoaa-1649	51	13	given	give	VERB
ajoaa-1649	51	14	technology	technology	NOUN
ajoaa-1649	51	15	available	available	ADJ
ajoaa-1649	51	16	(	(	PUNCT
ajoaa-1649	51	17	bravo	bravo	NOUN
ajoaa-1649	51	18	-	-	PUNCT
ajoaa-1649	51	19	ureta	ureta	PROPN
ajoaa-1649	51	20	and	and	CCONJ
ajoaa-1649	51	21	pinheiro	pinheiro	VERB
ajoaa-1649	51	22	1997	1997	NUM
ajoaa-1649	51	23	)	)	PUNCT
ajoaa-1649	51	24	.	.	PUNCT
ajoaa-1649	52	1	theory	theory	NOUN
ajoaa-1649	52	2	of	of	ADP
ajoaa-1649	52	3	production	production	NOUN
ajoaa-1649	52	4	efficiency	efficiency	NOUN
ajoaa-1649	52	5	is	be	AUX
ajoaa-1649	52	6	described	describe	VERB
ajoaa-1649	52	7	graphically	graphically	ADV
ajoaa-1649	52	8	using	use	VERB
ajoaa-1649	52	9	the	the	DET
ajoaa-1649	52	10	production	production	NOUN
ajoaa-1649	52	11	frontier	frontier	NOUN
ajoaa-1649	52	12	which	which	PRON
ajoaa-1649	52	13	explains	explain	VERB
ajoaa-1649	52	14	maximum	maximum	ADJ
ajoaa-1649	52	15	feasible	feasible	ADJ
ajoaa-1649	52	16	output	output	NOUN
ajoaa-1649	52	17	given	give	VERB
ajoaa-1649	52	18	input	input	NOUN
ajoaa-1649	52	19	level	level	NOUN
ajoaa-1649	52	20	.	.	PUNCT
ajoaa-1649	53	1	production	production	NOUN
ajoaa-1649	53	2	efficiency	efficiency	NOUN
ajoaa-1649	53	3	is	be	AUX
ajoaa-1649	53	4	technical	technical	ADJ
ajoaa-1649	53	5	efficiency	efficiency	NOUN
ajoaa-1649	53	6	only	only	ADV
ajoaa-1649	53	7	when	when	SCONJ
ajoaa-1649	53	8	the	the	DET
ajoaa-1649	53	9	firm	firm	NOUN
ajoaa-1649	53	10	or	or	CCONJ
ajoaa-1649	53	11	farmer	farmer	NOUN
ajoaa-1649	53	12	produces	produce	VERB
ajoaa-1649	53	13	on	on	ADP
ajoaa-1649	53	14	the	the	DET
ajoaa-1649	53	15	frontier	frontier	NOUN
ajoaa-1649	53	16	and	and	CCONJ
ajoaa-1649	53	17	is	be	AUX
ajoaa-1649	53	18	production	production	NOUN
ajoaa-1649	53	19	inefficient	inefficient	ADJ
ajoaa-1649	53	20	when	when	SCONJ
ajoaa-1649	53	21	the	the	DET
ajoaa-1649	53	22	firm	firm	NOUN
ajoaa-1649	53	23	operates	operate	VERB
ajoaa-1649	53	24	below	below	ADP
ajoaa-1649	53	25	the	the	DET
ajoaa-1649	53	26	efficient	efficient	ADJ
ajoaa-1649	53	27	boundary	boundary	NOUN
ajoaa-1649	53	28	.	.	PUNCT
ajoaa-1649	54	1	production	production	NOUN
ajoaa-1649	54	2	efficiency	efficiency	NOUN
ajoaa-1649	54	3	is	be	AUX
ajoaa-1649	54	4	presented	present	VERB
ajoaa-1649	54	5	by	by	ADP
ajoaa-1649	54	6	point	point	NOUN
ajoaa-1649	54	7	‘	'	PUNCT
ajoaa-1649	54	8	b	b	NOUN
ajoaa-1649	54	9	’	'	PUNCT
ajoaa-1649	54	10	and	and	CCONJ
ajoaa-1649	54	11	‘	'	PUNCT
ajoaa-1649	54	12	c	c	X
ajoaa-1649	54	13	’	'	PUNCT
ajoaa-1649	54	14	in	in	ADP
ajoaa-1649	54	15	figure	figure	NOUN
ajoaa-1649	54	16	1	1	NUM
ajoaa-1649	54	17	which	which	PRON
ajoaa-1649	54	18	are	be	AUX
ajoaa-1649	54	19	points	point	NOUN
ajoaa-1649	54	20	of	of	ADP
ajoaa-1649	54	21	technical	technical	ADJ
ajoaa-1649	54	22	efficient	efficient	ADJ
ajoaa-1649	54	23	as	as	SCONJ
ajoaa-1649	54	24	production	production	NOUN
ajoaa-1649	54	25	lies	lie	VERB
ajoaa-1649	54	26	on	on	ADP
ajoaa-1649	54	27	the	the	DET
ajoaa-1649	54	28	frontier	frontier	NOUN
ajoaa-1649	54	29	line	line	NOUN
ajoaa-1649	54	30	(	(	PUNCT
ajoaa-1649	54	31	of׳	of׳	NOUN
ajoaa-1649	54	32	)	)	PUNCT
ajoaa-1649	54	33	whereas	whereas	ADV
ajoaa-1649	54	34	,	,	PUNCT
ajoaa-1649	54	35	divergent	divergent	NOUN
ajoaa-1649	54	36	of	of	ADP
ajoaa-1649	54	37	production	production	NOUN
ajoaa-1649	54	38	from	from	ADP
ajoaa-1649	54	39	the	the	DET
ajoaa-1649	54	40	frontier	frontier	NOUN
ajoaa-1649	54	41	line	line	NOUN
ajoaa-1649	54	42	of	of	ADP
ajoaa-1649	54	43	best	good	ADJ
ajoaa-1649	54	44	production	production	NOUN
ajoaa-1649	54	45	indicates	indicate	VERB
ajoaa-1649	54	46	production	production	NOUN
ajoaa-1649	54	47	inefficiency	inefficiency	NOUN
ajoaa-1649	54	48	as	as	SCONJ
ajoaa-1649	54	49	shown	show	VERB
ajoaa-1649	54	50	by	by	ADP
ajoaa-1649	54	51	point	point	NOUN
ajoaa-1649	54	52	‘	'	PUNCT
ajoaa-1649	54	53	a	a	PRON
ajoaa-1649	54	54	’	'	PUNCT
ajoaa-1649	54	55	because	because	SCONJ
ajoaa-1649	54	56	at	at	ADP
ajoaa-1649	54	57	the	the	DET
ajoaa-1649	54	58	same	same	ADJ
ajoaa-1649	54	59	level	level	NOUN
ajoaa-1649	54	60	of	of	ADP
ajoaa-1649	54	61	inputs	input	NOUN
ajoaa-1649	54	62	(	(	PUNCT
ajoaa-1649	54	63	x	x	X
ajoaa-1649	54	64	)	)	PUNCT
ajoaa-1649	54	65	a	a	DET
ajoaa-1649	54	66	firm	firm	NOUN
ajoaa-1649	54	67	/	/	SYM
ajoaa-1649	54	68	farmer	farmer	NOUN
ajoaa-1649	54	69	that	that	PRON
ajoaa-1649	54	70	/	/	PUNCT
ajoaa-1649	54	71	who	who	PRON
ajoaa-1649	54	72	operate	operate	VERB
ajoaa-1649	54	73	on	on	ADP
ajoaa-1649	54	74	the	the	DET
ajoaa-1649	54	75	frontier	frontier	NOUN
ajoaa-1649	54	76	at	at	ADP
ajoaa-1649	54	77	point	point	NOUN
ajoaa-1649	54	78	‘	'	PUNCT
ajoaa-1649	54	79	b	b	X
ajoaa-1649	54	80	’	'	PUNCT
ajoaa-1649	54	81	achieves	achieve	VERB
ajoaa-1649	54	82	potential	potential	ADJ
ajoaa-1649	54	83	maximum	maximum	ADJ
ajoaa-1649	54	84	output	output	NOUN
ajoaa-1649	54	85	(	(	PUNCT
ajoaa-1649	54	86	y	y	NOUN
ajoaa-1649	54	87	)	)	PUNCT
ajoaa-1649	54	88	compared	compare	VERB
ajoaa-1649	54	89	to	to	ADP
ajoaa-1649	54	90	the	the	DET
ajoaa-1649	54	91	output	output	NOUN
ajoaa-1649	54	92	obtained	obtain	VERB
ajoaa-1649	54	93	by	by	ADP
ajoaa-1649	54	94	firm	firm	ADJ
ajoaa-1649	54	95	/	/	SYM
ajoaa-1649	54	96	farmer	farmer	NOUN
ajoaa-1649	54	97	at	at	ADP
ajoaa-1649	54	98	point	point	NOUN
ajoaa-1649	54	99	a	a	PRON
ajoaa-1649	54	100	,	,	PUNCT
ajoaa-1649	54	101	given	give	VERB
ajoaa-1649	54	102	the	the	DET
ajoaa-1649	54	103	same	same	ADJ
ajoaa-1649	54	104	level	level	NOUN
ajoaa-1649	54	105	of	of	ADP
ajoaa-1649	54	106	inputs	input	NOUN
ajoaa-1649	54	107	(	(	PUNCT
ajoaa-1649	54	108	x	x	NOUN
ajoaa-1649	54	109	)	)	PUNCT
ajoaa-1649	54	110	producer	producer	NOUN
ajoaa-1649	54	111	at	at	ADP
ajoaa-1649	54	112	b	b	PROPN
ajoaa-1649	54	113	is	be	AUX
ajoaa-1649	54	114	technically	technically	ADV
ajoaa-1649	54	115	efficient	efficient	ADJ
ajoaa-1649	54	116	whereas	whereas	SCONJ
ajoaa-1649	54	117	producer	producer	NOUN
ajoaa-1649	54	118	at	at	ADP
ajoaa-1649	54	119	point	point	NOUN
ajoaa-1649	54	120	a	a	PRON
ajoaa-1649	54	121	is	be	AUX
ajoaa-1649	54	122	technically	technically	ADV
ajoaa-1649	54	123	inefficient	inefficient	ADJ
ajoaa-1649	54	124	.	.	PUNCT
ajoaa-1649	55	1	technical	technical	ADJ
ajoaa-1649	55	2	inefficiency	inefficiency	NOUN
ajoaa-1649	55	3	at	at	ADP
ajoaa-1649	55	4	point	point	NOUN
ajoaa-1649	55	5	a	a	DET
ajoaa-1649	55	6	proves	prove	VERB
ajoaa-1649	55	7	possibility	possibility	NOUN
ajoaa-1649	55	8	of	of	ADP
ajoaa-1649	55	9	increasing	increase	VERB
ajoaa-1649	55	10	output	output	NOUN
ajoaa-1649	55	11	production	production	NOUN
ajoaa-1649	55	12	to	to	ADP
ajoaa-1649	55	13	its	its	PRON
ajoaa-1649	55	14	maximum	maximum	NOUN
ajoaa-1649	55	15	using	use	VERB
ajoaa-1649	55	16	the	the	DET
ajoaa-1649	55	17	same	same	ADJ
ajoaa-1649	55	18	level	level	NOUN
ajoaa-1649	55	19	of	of	ADP
ajoaa-1649	55	20	inputs	input	NOUN
ajoaa-1649	55	21	used	use	VERB
ajoaa-1649	55	22	by	by	ADP
ajoaa-1649	55	23	producer	producer	NOUN
ajoaa-1649	55	24	at	at	ADP
ajoaa-1649	55	25	point	point	NOUN
ajoaa-1649	55	26	b	b	PROPN
ajoaa-1649	55	27	(	(	PUNCT
ajoaa-1649	55	28	coelli	coelli	PROPN
ajoaa-1649	55	29	et	et	PROPN
ajoaa-1649	55	30	al	al	PROPN
ajoaa-1649	55	31	.	.	PROPN
ajoaa-1649	55	32	,	,	PUNCT
ajoaa-1649	55	33	2005	2005	NUM
ajoaa-1649	55	34	)	)	PUNCT
ajoaa-1649	55	35	.	.	PUNCT
ajoaa-1649	56	1	1	1	NUM
ajoaa-1649	56	2	productivity	productivity	NOUN
ajoaa-1649	56	3	is	be	AUX
ajoaa-1649	56	4	defined	define	VERB
ajoaa-1649	56	5	as	as	ADP
ajoaa-1649	56	6	total	total	ADJ
ajoaa-1649	56	7	effectiveness	effectiveness	NOUN
ajoaa-1649	56	8	of	of	ADP
ajoaa-1649	56	9	production	production	NOUN
ajoaa-1649	56	10	inputs	input	NOUN
ajoaa-1649	56	11	used	use	VERB
ajoaa-1649	56	12	,	,	PUNCT
ajoaa-1649	56	13	thus	thus	ADV
ajoaa-1649	56	14	a	a	DET
ajoaa-1649	56	15	ratio	ratio	NOUN
ajoaa-1649	56	16	of	of	ADP
ajoaa-1649	56	17	output	output	NOUN
ajoaa-1649	56	18	to	to	ADP
ajoaa-1649	56	19	the	the	DET
ajoaa-1649	56	20	inputs	input	NOUN
ajoaa-1649	56	21	given	give	VERB
ajoaa-1649	56	22	(	(	PUNCT
ajoaa-1649	56	23	girabi	girabi	NOUN
ajoaa-1649	56	24	and	and	CCONJ
ajoaa-1649	56	25	mwakaje	mwakaje	NOUN
ajoaa-1649	56	26	,	,	PUNCT
ajoaa-1649	56	27	2013	2013	NUM
ajoaa-1649	56	28	)	)	PUNCT
ajoaa-1649	56	29	asian	asian	ADJ
ajoaa-1649	56	30	journal	journal	NOUN
ajoaa-1649	56	31	of	of	ADP
ajoaa-1649	56	32	agriculture	agriculture	NOUN
ajoaa-1649	56	33	and	and	CCONJ
ajoaa-1649	56	34	rural	rural	ADJ
ajoaa-1649	56	35	development	development	NOUN
ajoaa-1649	56	36	,	,	PUNCT
ajoaa-1649	56	37	7(9)2017	7(9)2017	NUM
ajoaa-1649	56	38	:	:	PUNCT
ajoaa-1649	56	39	180	180	NUM
ajoaa-1649	56	40	-	-	SYM
ajoaa-1649	56	41	197	197	NUM
ajoaa-1649	56	42	183	183	NUM
ajoaa-1649	56	43	figure	figure	NOUN
ajoaa-1649	56	44	1	1	NUM
ajoaa-1649	56	45	:	:	PUNCT
ajoaa-1649	56	46	production	production	NOUN
ajoaa-1649	56	47	/	/	SYM
ajoaa-1649	56	48	technical	technical	ADJ
ajoaa-1649	56	49	efficient	efficient	ADJ
ajoaa-1649	56	50	on	on	ADP
ajoaa-1649	56	51	the	the	DET
ajoaa-1649	56	52	frontier	frontier	NOUN
ajoaa-1649	56	53	f	f	PROPN
ajoaa-1649	56	54	source	source	NOUN
ajoaa-1649	56	55	:	:	PUNCT
ajoaa-1649	56	56	coelli	coelli	PROPN
ajoaa-1649	56	57	et	et	PROPN
ajoaa-1649	56	58	al	al	PROPN
ajoaa-1649	56	59	.	.	PROPN
ajoaa-1649	57	1	(	(	PUNCT
ajoaa-1649	57	2	2005	2005	NUM
ajoaa-1649	57	3	)	)	PUNCT
ajoaa-1649	58	1	3	3	NUM
ajoaa-1649	58	2	.	.	PUNCT
ajoaa-1649	58	3	empirical	empirical	ADJ
ajoaa-1649	58	4	literature	literature	NOUN
ajoaa-1649	58	5	in	in	ADP
ajoaa-1649	58	6	tanzania	tanzania	PROPN
ajoaa-1649	58	7	,	,	PUNCT
ajoaa-1649	58	8	despite	despite	SCONJ
ajoaa-1649	58	9	the	the	DET
ajoaa-1649	58	10	number	number	NOUN
ajoaa-1649	58	11	of	of	ADP
ajoaa-1649	58	12	policies	policy	NOUN
ajoaa-1649	58	13	,	,	PUNCT
ajoaa-1649	58	14	plans	plan	NOUN
ajoaa-1649	58	15	and	and	CCONJ
ajoaa-1649	58	16	initiatives	initiative	NOUN
ajoaa-1649	58	17	that	that	PRON
ajoaa-1649	58	18	aim	aim	VERB
ajoaa-1649	58	19	at	at	ADP
ajoaa-1649	58	20	improving	improve	VERB
ajoaa-1649	58	21	performance	performance	NOUN
ajoaa-1649	58	22	of	of	ADP
ajoaa-1649	58	23	the	the	DET
ajoaa-1649	58	24	agricultural	agricultural	ADJ
ajoaa-1649	58	25	sector	sector	NOUN
ajoaa-1649	58	26	,	,	PUNCT
ajoaa-1649	58	27	only	only	ADV
ajoaa-1649	58	28	few	few	ADJ
ajoaa-1649	58	29	studies	study	NOUN
ajoaa-1649	58	30	have	have	AUX
ajoaa-1649	58	31	been	be	AUX
ajoaa-1649	58	32	conducted	conduct	VERB
ajoaa-1649	58	33	on	on	ADP
ajoaa-1649	58	34	technical	technical	ADJ
ajoaa-1649	58	35	efficiency	efficiency	NOUN
ajoaa-1649	58	36	in	in	ADP
ajoaa-1649	58	37	agriculture	agriculture	NOUN
ajoaa-1649	58	38	to	to	PART
ajoaa-1649	58	39	reveal	reveal	VERB
ajoaa-1649	58	40	reasons	reason	NOUN
ajoaa-1649	58	41	for	for	ADP
ajoaa-1649	58	42	loss	loss	NOUN
ajoaa-1649	58	43	of	of	ADP
ajoaa-1649	58	44	output	output	NOUN
ajoaa-1649	58	45	from	from	ADP
ajoaa-1649	58	46	required	require	VERB
ajoaa-1649	58	47	potentials	potential	NOUN
ajoaa-1649	58	48	for	for	ADP
ajoaa-1649	58	49	relevant	relevant	ADJ
ajoaa-1649	58	50	policies	policy	NOUN
ajoaa-1649	58	51	and	and	CCONJ
ajoaa-1649	58	52	initiatives	initiative	NOUN
ajoaa-1649	58	53	.	.	PUNCT
ajoaa-1649	59	1	msuya	msuya	PROPN
ajoaa-1649	59	2	et	et	PROPN
ajoaa-1649	59	3	al	al	PROPN
ajoaa-1649	59	4	.	.	PROPN
ajoaa-1649	60	1	(	(	PUNCT
ajoaa-1649	60	2	2008	2008	NUM
ajoaa-1649	60	3	)	)	PUNCT
ajoaa-1649	60	4	examined	examine	VERB
ajoaa-1649	60	5	productivity	productivity	NOUN
ajoaa-1649	60	6	variation	variation	NOUN
ajoaa-1649	60	7	among	among	ADP
ajoaa-1649	60	8	smallholder	smallholder	NOUN
ajoaa-1649	60	9	maize	maize	NOUN
ajoaa-1649	60	10	farmers	farmer	NOUN
ajoaa-1649	60	11	in	in	ADP
ajoaa-1649	60	12	tanzania	tanzania	PROPN
ajoaa-1649	60	13	particularly	particularly	ADV
ajoaa-1649	60	14	kiteto	kiteto	NOUN
ajoaa-1649	60	15	and	and	CCONJ
ajoaa-1649	60	16	mbozi	mbozi	NOUN
ajoaa-1649	60	17	districts	district	NOUN
ajoaa-1649	60	18	.	.	PUNCT
ajoaa-1649	61	1	they	they	PRON
ajoaa-1649	61	2	employed	employ	VERB
ajoaa-1649	61	3	a	a	DET
ajoaa-1649	61	4	stochastic	stochastic	ADJ
ajoaa-1649	61	5	frontier	frontier	NOUN
ajoaa-1649	61	6	production	production	NOUN
ajoaa-1649	61	7	model	model	NOUN
ajoaa-1649	61	8	to	to	PART
ajoaa-1649	61	9	identify	identify	VERB
ajoaa-1649	61	10	determinants	determinant	NOUN
ajoaa-1649	61	11	of	of	ADP
ajoaa-1649	61	12	technical	technical	ADJ
ajoaa-1649	61	13	inefficiency	inefficiency	NOUN
ajoaa-1649	61	14	in	in	ADP
ajoaa-1649	61	15	cross	cross	NOUN
ajoaa-1649	61	16	sectional	sectional	ADJ
ajoaa-1649	61	17	data	datum	NOUN
ajoaa-1649	61	18	of	of	ADP
ajoaa-1649	61	19	233	233	NUM
ajoaa-1649	61	20	smallholder	smallholder	NOUN
ajoaa-1649	61	21	farmers	farmer	NOUN
ajoaa-1649	61	22	.	.	PUNCT
ajoaa-1649	62	1	they	they	PRON
ajoaa-1649	62	2	found	find	VERB
ajoaa-1649	62	3	that	that	SCONJ
ajoaa-1649	62	4	land	land	NOUN
ajoaa-1649	62	5	was	be	AUX
ajoaa-1649	62	6	the	the	DET
ajoaa-1649	62	7	most	most	ADV
ajoaa-1649	62	8	important	important	ADJ
ajoaa-1649	62	9	factor	factor	NOUN
ajoaa-1649	62	10	in	in	ADP
ajoaa-1649	62	11	maize	maize	NOUN
ajoaa-1649	62	12	production	production	NOUN
ajoaa-1649	62	13	,	,	PUNCT
ajoaa-1649	62	14	and	and	CCONJ
ajoaa-1649	62	15	40	40	NUM
ajoaa-1649	62	16	percent	percent	NOUN
ajoaa-1649	62	17	of	of	ADP
ajoaa-1649	62	18	maize	maize	NOUN
ajoaa-1649	62	19	output	output	NOUN
ajoaa-1649	62	20	was	be	AUX
ajoaa-1649	62	21	lost	lose	VERB
ajoaa-1649	62	22	due	due	ADJ
ajoaa-1649	62	23	to	to	ADP
ajoaa-1649	62	24	technical	technical	ADJ
ajoaa-1649	62	25	inefficiency	inefficiency	NOUN
ajoaa-1649	62	26	.	.	PUNCT
ajoaa-1649	63	1	smallholder	smallholder	NOUN
ajoaa-1649	63	2	maize	maize	PROPN
ajoaa-1649	63	3	farmers	farmer	NOUN
ajoaa-1649	63	4	’	'	PUNCT
ajoaa-1649	63	5	technical	technical	ADJ
ajoaa-1649	63	6	efficiency	efficiency	NOUN
ajoaa-1649	63	7	ranged	range	VERB
ajoaa-1649	63	8	from	from	ADP
ajoaa-1649	63	9	0.011	0.011	NUM
ajoaa-1649	63	10	to	to	ADP
ajoaa-1649	63	11	0.910	0.910	NUM
ajoaa-1649	63	12	with	with	ADP
ajoaa-1649	63	13	average	average	NOUN
ajoaa-1649	63	14	of	of	ADP
ajoaa-1649	63	15	0.606	0.606	NUM
ajoaa-1649	63	16	.	.	PUNCT
ajoaa-1649	64	1	farmers	farmer	NOUN
ajoaa-1649	64	2	with	with	ADP
ajoaa-1649	64	3	primary	primary	ADJ
ajoaa-1649	64	4	and	and	CCONJ
ajoaa-1649	64	5	secondary	secondary	ADJ
ajoaa-1649	64	6	education	education	NOUN
ajoaa-1649	64	7	,	,	PUNCT
ajoaa-1649	64	8	access	access	NOUN
ajoaa-1649	64	9	to	to	ADP
ajoaa-1649	64	10	fertilizer	fertilizer	NOUN
ajoaa-1649	64	11	and	and	CCONJ
ajoaa-1649	64	12	household	household	NOUN
ajoaa-1649	64	13	size	size	NOUN
ajoaa-1649	64	14	,	,	PUNCT
ajoaa-1649	64	15	use	use	NOUN
ajoaa-1649	64	16	of	of	ADP
ajoaa-1649	64	17	agrochemicals	agrochemical	NOUN
ajoaa-1649	64	18	,	,	PUNCT
ajoaa-1649	64	19	use	use	NOUN
ajoaa-1649	64	20	of	of	ADP
ajoaa-1649	64	21	hand	hand	NOUN
ajoaa-1649	64	22	hoe	hoe	NOUN
ajoaa-1649	64	23	,	,	PUNCT
ajoaa-1649	64	24	access	access	NOUN
ajoaa-1649	64	25	to	to	ADP
ajoaa-1649	64	26	credit	credit	NOUN
ajoaa-1649	64	27	,	,	PUNCT
ajoaa-1649	64	28	gender(male	gender(male	PROPN
ajoaa-1649	64	29	)	)	PUNCT
ajoaa-1649	64	30	,	,	PUNCT
ajoaa-1649	64	31	use	use	NOUN
ajoaa-1649	64	32	of	of	ADP
ajoaa-1649	64	33	traditional	traditional	ADJ
ajoaa-1649	64	34	seed	seed	NOUN
ajoaa-1649	64	35	and	and	CCONJ
ajoaa-1649	64	36	being	be	AUX
ajoaa-1649	64	37	member	member	NOUN
ajoaa-1649	64	38	of	of	ADP
ajoaa-1649	64	39	the	the	DET
ajoaa-1649	64	40	farming	farming	NOUN
ajoaa-1649	64	41	organization	organization	NOUN
ajoaa-1649	64	42	increased	increase	VERB
ajoaa-1649	64	43	efficiency	efficiency	NOUN
ajoaa-1649	64	44	while	while	SCONJ
ajoaa-1649	64	45	,	,	PUNCT
ajoaa-1649	64	46	plots	plot	VERB
ajoaa-1649	64	47	fragmentation	fragmentation	NOUN
ajoaa-1649	64	48	,	,	PUNCT
ajoaa-1649	64	49	distance	distance	NOUN
ajoaa-1649	64	50	to	to	ADP
ajoaa-1649	64	51	plots	plot	NOUN
ajoaa-1649	64	52	,	,	PUNCT
ajoaa-1649	64	53	limited	limited	ADJ
ajoaa-1649	64	54	extension	extension	NOUN
ajoaa-1649	64	55	service	service	NOUN
ajoaa-1649	64	56	,	,	PUNCT
ajoaa-1649	64	57	hired	hire	VERB
ajoaa-1649	64	58	land	land	NOUN
ajoaa-1649	64	59	increase	increase	NOUN
ajoaa-1649	64	60	technical	technical	ADJ
ajoaa-1649	64	61	inefficiency	inefficiency	NOUN
ajoaa-1649	64	62	.	.	PUNCT
ajoaa-1649	65	1	msuya	msuya	PROPN
ajoaa-1649	65	2	et	et	PROPN
ajoaa-1649	65	3	al	al	PROPN
ajoaa-1649	65	4	.	.	PROPN
ajoaa-1649	66	1	(	(	PUNCT
ajoaa-1649	66	2	2008	2008	NUM
ajoaa-1649	66	3	)	)	PUNCT
ajoaa-1649	66	4	concludes	conclude	VERB
ajoaa-1649	66	5	that	that	SCONJ
ajoaa-1649	66	6	smallholder	smallholder	NOUN
ajoaa-1649	66	7	farmers	farmer	NOUN
ajoaa-1649	66	8	operate	operate	VERB
ajoaa-1649	66	9	inefficiently	inefficiently	ADV
ajoaa-1649	66	10	at	at	ADP
ajoaa-1649	66	11	lower	low	ADJ
ajoaa-1649	66	12	levels	level	NOUN
ajoaa-1649	66	13	;	;	PUNCT
ajoaa-1649	66	14	hence	hence	ADV
ajoaa-1649	66	15	policies	policy	NOUN
ajoaa-1649	66	16	are	be	AUX
ajoaa-1649	66	17	needed	need	VERB
ajoaa-1649	66	18	to	to	PART
ajoaa-1649	66	19	improve	improve	VERB
ajoaa-1649	66	20	farmers	farmer	NOUN
ajoaa-1649	66	21	’	'	PUNCT
ajoaa-1649	66	22	extension	extension	NOUN
ajoaa-1649	66	23	and	and	CCONJ
ajoaa-1649	66	24	credits	credit	NOUN
ajoaa-1649	66	25	services	service	NOUN
ajoaa-1649	66	26	to	to	PART
ajoaa-1649	66	27	increase	increase	VERB
ajoaa-1649	66	28	productivity	productivity	NOUN
ajoaa-1649	66	29	and	and	CCONJ
ajoaa-1649	66	30	efficiency	efficiency	NOUN
ajoaa-1649	66	31	.	.	PUNCT
ajoaa-1649	67	1	kibaara	kibaara	NOUN
ajoaa-1649	67	2	(	(	PUNCT
ajoaa-1649	67	3	2005	2005	NUM
ajoaa-1649	67	4	)	)	PUNCT
ajoaa-1649	67	5	and	and	CCONJ
ajoaa-1649	67	6	chirwa	chirwa	NOUN
ajoaa-1649	67	7	(	(	PUNCT
ajoaa-1649	67	8	2007	2007	NUM
ajoaa-1649	67	9	)	)	PUNCT
ajoaa-1649	67	10	used	use	VERB
ajoaa-1649	67	11	a	a	DET
ajoaa-1649	67	12	stochastic	stochastic	ADJ
ajoaa-1649	67	13	frontier	frontier	NOUN
ajoaa-1649	67	14	approach	approach	NOUN
ajoaa-1649	67	15	to	to	PART
ajoaa-1649	67	16	analyze	analyze	VERB
ajoaa-1649	67	17	technical	technical	ADJ
ajoaa-1649	67	18	efficiency	efficiency	NOUN
ajoaa-1649	67	19	(	(	PUNCT
ajoaa-1649	67	20	te	te	PROPN
ajoaa-1649	67	21	)	)	PUNCT
ajoaa-1649	67	22	and	and	CCONJ
ajoaa-1649	67	23	sources	source	NOUN
ajoaa-1649	67	24	of	of	ADP
ajoaa-1649	67	25	technical	technical	ADJ
ajoaa-1649	67	26	efficiency	efficiency	NOUN
ajoaa-1649	67	27	in	in	ADP
ajoaa-1649	67	28	kenya	kenya	PROPN
ajoaa-1649	67	29	and	and	CCONJ
ajoaa-1649	67	30	southern	southern	PROPN
ajoaa-1649	67	31	malawi	malawi	PROPN
ajoaa-1649	67	32	maize	maize	NOUN
ajoaa-1649	67	33	production	production	NOUN
ajoaa-1649	67	34	using	use	VERB
ajoaa-1649	67	35	the	the	DET
ajoaa-1649	67	36	cross	cross	ADJ
ajoaa-1649	67	37	-	-	ADJ
ajoaa-1649	67	38	sectional	sectional	ADJ
ajoaa-1649	67	39	smallholder	smallholder	NOUN
ajoaa-1649	67	40	’s	’s	PART
ajoaa-1649	67	41	household	household	NOUN
ajoaa-1649	67	42	data	datum	NOUN
ajoaa-1649	67	43	respectively	respectively	ADV
ajoaa-1649	67	44	.	.	PUNCT
ajoaa-1649	68	1	kibaara	kibaara	PROPN
ajoaa-1649	68	2	found	find	VERB
ajoaa-1649	68	3	that	that	SCONJ
ajoaa-1649	68	4	,	,	PUNCT
ajoaa-1649	68	5	quantity	quantity	NOUN
ajoaa-1649	68	6	of	of	ADP
ajoaa-1649	68	7	fertilizer	fertilizer	NOUN
ajoaa-1649	68	8	,	,	PUNCT
ajoaa-1649	68	9	seed	seed	NOUN
ajoaa-1649	68	10	and	and	CCONJ
ajoaa-1649	68	11	labor	labor	NOUN
ajoaa-1649	68	12	positively	positively	ADV
ajoaa-1649	68	13	related	relate	VERB
ajoaa-1649	68	14	to	to	PART
ajoaa-1649	68	15	maize	maize	VERB
ajoaa-1649	68	16	output	output	NOUN
ajoaa-1649	68	17	yield	yield	NOUN
ajoaa-1649	68	18	with	with	ADP
ajoaa-1649	68	19	seed	seed	NOUN
ajoaa-1649	68	20	being	be	AUX
ajoaa-1649	68	21	the	the	DET
ajoaa-1649	68	22	most	most	ADV
ajoaa-1649	68	23	important	important	ADJ
ajoaa-1649	68	24	factor	factor	NOUN
ajoaa-1649	68	25	of	of	ADP
ajoaa-1649	68	26	production	production	NOUN
ajoaa-1649	68	27	,	,	PUNCT
ajoaa-1649	68	28	whilst	whilst	SCONJ
ajoaa-1649	68	29	chirwa	chirwa	NOUN
ajoaa-1649	68	30	empirical	empirical	ADJ
ajoaa-1649	68	31	results	result	NOUN
ajoaa-1649	68	32	revealed	reveal	VERB
ajoaa-1649	68	33	that	that	SCONJ
ajoaa-1649	68	34	,	,	PUNCT
ajoaa-1649	68	35	land	land	NOUN
ajoaa-1649	68	36	,	,	PUNCT
ajoaa-1649	68	37	capital	capital	NOUN
ajoaa-1649	68	38	,	,	PUNCT
ajoaa-1649	68	39	labor	labor	NOUN
ajoaa-1649	68	40	,	,	PUNCT
ajoaa-1649	68	41	fertilizer	fertilizer	NOUN
ajoaa-1649	68	42	and	and	CCONJ
ajoaa-1649	68	43	seed	seed	NOUN
ajoaa-1649	68	44	were	be	AUX
ajoaa-1649	68	45	positively	positively	ADV
ajoaa-1649	68	46	related	relate	VERB
ajoaa-1649	68	47	to	to	PART
ajoaa-1649	68	48	maize	maize	VERB
ajoaa-1649	68	49	output	output	NOUN
ajoaa-1649	68	50	but	but	CCONJ
ajoaa-1649	68	51	only	only	ADJ
ajoaa-1649	68	52	labor	labor	NOUN
ajoaa-1649	68	53	was	be	AUX
ajoaa-1649	68	54	the	the	DET
ajoaa-1649	68	55	most	most	ADV
ajoaa-1649	68	56	statistically	statistically	ADV
ajoaa-1649	68	57	significant	significant	ADJ
ajoaa-1649	68	58	in	in	ADP
ajoaa-1649	68	59	the	the	DET
ajoaa-1649	68	60	production	production	NOUN
ajoaa-1649	68	61	of	of	ADP
ajoaa-1649	68	62	maize	maize	NOUN
ajoaa-1649	68	63	.	.	PUNCT
ajoaa-1649	69	1	in	in	ADP
ajoaa-1649	69	2	kenya	kenya	PROPN
ajoaa-1649	69	3	te	te	PROPN
ajoaa-1649	69	4	ranged	range	VERB
ajoaa-1649	69	5	from	from	ADP
ajoaa-1649	69	6	98.30	98.30	NUM
ajoaa-1649	69	7	%	%	NOUN
ajoaa-1649	69	8	to	to	ADP
ajoaa-1649	69	9	8.04	8.04	NUM
ajoaa-1649	69	10	%	%	NOUN
ajoaa-1649	69	11	with	with	ADP
ajoaa-1649	69	12	average	average	NOUN
ajoaa-1649	69	13	te	te	PROPN
ajoaa-1649	69	14	of	of	ADP
ajoaa-1649	69	15	49	49	NUM
ajoaa-1649	69	16	%	%	NOUN
ajoaa-1649	69	17	whilst	whilst	SCONJ
ajoaa-1649	69	18	,	,	PUNCT
ajoaa-1649	69	19	in	in	ADP
ajoaa-1649	69	20	southern	southern	ADJ
ajoaa-1649	69	21	malawi	malawi	PROPN
ajoaa-1649	69	22	,	,	PUNCT
ajoaa-1649	69	23	it	it	PRON
ajoaa-1649	69	24	ranged	range	VERB
ajoaa-1649	69	25	between	between	ADP
ajoaa-1649	69	26	8.12	8.12	NUM
ajoaa-1649	69	27	to	to	ADP
ajoaa-1649	69	28	93.95	93.95	NUM
ajoaa-1649	69	29	%	%	NOUN
ajoaa-1649	69	30	,	,	PUNCT
ajoaa-1649	69	31	with	with	ADP
ajoaa-1649	69	32	mean	mean	NOUN
ajoaa-1649	69	33	te	te	ADP
ajoaa-1649	69	34	of	of	ADP
ajoaa-1649	69	35	46.23	46.23	NUM
ajoaa-1649	69	36	%	%	NOUN
ajoaa-1649	69	37	.	.	PUNCT
ajoaa-1649	70	1	kibaara	kibaara	PROPN
ajoaa-1649	70	2	found	find	VERB
ajoaa-1649	70	3	that	that	SCONJ
ajoaa-1649	70	4	,	,	PUNCT
ajoaa-1649	70	5	hybrid	hybrid	ADJ
ajoaa-1649	70	6	seeds	seed	NOUN
ajoaa-1649	70	7	,	,	PUNCT
ajoaa-1649	70	8	use	use	NOUN
ajoaa-1649	70	9	of	of	ADP
ajoaa-1649	70	10	tractors	tractor	NOUN
ajoaa-1649	70	11	,	,	PUNCT
ajoaa-1649	70	12	and	and	CCONJ
ajoaa-1649	70	13	number	number	NOUN
ajoaa-1649	70	14	of	of	ADP
ajoaa-1649	70	15	years	year	NOUN
ajoaa-1649	70	16	in	in	ADP
ajoaa-1649	70	17	school	school	NOUN
ajoaa-1649	70	18	,	,	PUNCT
ajoaa-1649	70	19	male	male	ADJ
ajoaa-1649	70	20	headed	head	VERB
ajoaa-1649	70	21	households	household	NOUN
ajoaa-1649	70	22	,	,	PUNCT
ajoaa-1649	70	23	off	off	ADP
ajoaa-1649	70	24	-	-	PUNCT
ajoaa-1649	70	25	farm	farm	NOUN
ajoaa-1649	70	26	income	income	NOUN
ajoaa-1649	70	27	and	and	CCONJ
ajoaa-1649	70	28	credit	credit	NOUN
ajoaa-1649	70	29	access	access	NOUN
ajoaa-1649	70	30	increased	increase	VERB
ajoaa-1649	70	31	technical	technical	ADJ
ajoaa-1649	70	32	efficiency	efficiency	NOUN
ajoaa-1649	70	33	while	while	SCONJ
ajoaa-1649	70	34	number	number	NOUN
ajoaa-1649	70	35	of	of	ADP
ajoaa-1649	70	36	years	year	NOUN
ajoaa-1649	70	37	in	in	ADP
ajoaa-1649	70	38	school	school	NOUN
ajoaa-1649	70	39	square	square	NOUN
ajoaa-1649	70	40	leads	lead	VERB
ajoaa-1649	70	41	to	to	ADP
ajoaa-1649	70	42	technical	technical	ADJ
ajoaa-1649	70	43	inefficiency	inefficiency	NOUN
ajoaa-1649	70	44	,	,	PUNCT
ajoaa-1649	70	45	whilst	whilst	SCONJ
ajoaa-1649	70	46	chirwa	chirwa	NOUN
ajoaa-1649	70	47	found	find	VERB
ajoaa-1649	70	48	that	that	SCONJ
ajoaa-1649	70	49	seed	seed	NOUN
ajoaa-1649	70	50	use	use	NOUN
ajoaa-1649	70	51	and	and	CCONJ
ajoaa-1649	70	52	being	be	AUX
ajoaa-1649	70	53	member	member	NOUN
ajoaa-1649	70	54	of	of	ADP
ajoaa-1649	70	55	the	the	DET
ajoaa-1649	70	56	farmer	farmer	NOUN
ajoaa-1649	70	57	club	club	NOUN
ajoaa-1649	70	58	were	be	AUX
ajoaa-1649	70	59	statistically	statistically	ADV
ajoaa-1649	70	60	significant	significant	ADJ
ajoaa-1649	70	61	in	in	ADP
ajoaa-1649	70	62	influencing	influence	VERB
ajoaa-1649	70	63	technical	technical	ADJ
ajoaa-1649	70	64	efficiency	efficiency	NOUN
ajoaa-1649	70	65	.	.	PUNCT
ajoaa-1649	71	1	both	both	DET
ajoaa-1649	71	2	kibaara	kibaara	NOUN
ajoaa-1649	71	3	and	and	CCONJ
ajoaa-1649	71	4	chirwa	chirwa	NOUN
ajoaa-1649	71	5	recommend	recommend	VERB
ajoaa-1649	71	6	on	on	ADP
ajoaa-1649	71	7	the	the	DET
ajoaa-1649	71	8	need	need	NOUN
ajoaa-1649	71	9	for	for	SCONJ
ajoaa-1649	71	10	government	government	NOUN
ajoaa-1649	71	11	to	to	PART
ajoaa-1649	71	12	promote	promote	VERB
ajoaa-1649	71	13	positive	positive	ADJ
ajoaa-1649	71	14	factors	factor	NOUN
ajoaa-1649	71	15	of	of	ADP
ajoaa-1649	71	16	production	production	NOUN
ajoaa-1649	71	17	and	and	CCONJ
ajoaa-1649	71	18	efficiency	efficiency	NOUN
ajoaa-1649	71	19	for	for	ADP
ajoaa-1649	71	20	smallholder	smallholder	NOUN
ajoaa-1649	71	21	farmers	farmer	NOUN
ajoaa-1649	71	22	are	be	AUX
ajoaa-1649	71	23	still	still	ADV
ajoaa-1649	71	24	technically	technically	ADV
ajoaa-1649	71	25	inefficient	inefficient	ADJ
ajoaa-1649	71	26	.	.	PUNCT
ajoaa-1649	72	1	asian	asian	ADJ
ajoaa-1649	72	2	journal	journal	PROPN
ajoaa-1649	72	3	of	of	ADP
ajoaa-1649	72	4	agriculture	agriculture	NOUN
ajoaa-1649	72	5	and	and	CCONJ
ajoaa-1649	72	6	rural	rural	ADJ
ajoaa-1649	72	7	development	development	NOUN
ajoaa-1649	72	8	,	,	PUNCT
ajoaa-1649	72	9	7(9)2017	7(9)2017	NUM
ajoaa-1649	72	10	:	:	PUNCT
ajoaa-1649	72	11	180	180	NUM
ajoaa-1649	72	12	-	-	SYM
ajoaa-1649	72	13	197	197	NUM
ajoaa-1649	72	14	184	184	NUM
ajoaa-1649	72	15	chiona	chiona	NOUN
ajoaa-1649	72	16	(	(	PUNCT
ajoaa-1649	72	17	2011	2011	NUM
ajoaa-1649	72	18	)	)	PUNCT
ajoaa-1649	72	19	,	,	PUNCT
ajoaa-1649	72	20	applied	apply	VERB
ajoaa-1649	72	21	a	a	DET
ajoaa-1649	72	22	two	two	NUM
ajoaa-1649	72	23	-	-	PUNCT
ajoaa-1649	72	24	step	step	NOUN
ajoaa-1649	72	25	approach	approach	NOUN
ajoaa-1649	72	26	;	;	PUNCT
ajoaa-1649	72	27	(	(	PUNCT
ajoaa-1649	72	28	1	1	X
ajoaa-1649	72	29	)	)	PUNCT
ajoaa-1649	72	30	deterministic	deterministic	ADJ
ajoaa-1649	72	31	envelop	envelop	VERB
ajoaa-1649	72	32	analysis	analysis	NOUN
ajoaa-1649	72	33	(	(	PUNCT
ajoaa-1649	72	34	dea	dea	NOUN
ajoaa-1649	72	35	)	)	PUNCT
ajoaa-1649	72	36	and	and	CCONJ
ajoaa-1649	72	37	(	(	PUNCT
ajoaa-1649	72	38	2	2	X
ajoaa-1649	72	39	)	)	PUNCT
ajoaa-1649	72	40	ordinary	ordinary	ADJ
ajoaa-1649	72	41	least	least	ADJ
ajoaa-1649	72	42	square	square	ADJ
ajoaa-1649	72	43	(	(	PUNCT
ajoaa-1649	72	44	ols	ol	NOUN
ajoaa-1649	72	45	)	)	PUNCT
ajoaa-1649	72	46	in	in	ADP
ajoaa-1649	72	47	the	the	DET
ajoaa-1649	72	48	study	study	NOUN
ajoaa-1649	72	49	of	of	ADP
ajoaa-1649	72	50	technical	technical	ADJ
ajoaa-1649	72	51	efficiency	efficiency	NOUN
ajoaa-1649	72	52	of	of	ADP
ajoaa-1649	72	53	smallholder	smallholder	NOUN
ajoaa-1649	72	54	maize	maize	NOUN
ajoaa-1649	72	55	farmers	farmer	NOUN
ajoaa-1649	72	56	in	in	ADP
ajoaa-1649	72	57	zambia	zambia	PROPN
ajoaa-1649	72	58	on	on	ADP
ajoaa-1649	72	59	cross	cross	ADJ
ajoaa-1649	72	60	-	-	ADJ
ajoaa-1649	72	61	sectional	sectional	ADJ
ajoaa-1649	72	62	data	datum	NOUN
ajoaa-1649	72	63	on	on	ADP
ajoaa-1649	72	64	5,196	5,196	NUM
ajoaa-1649	72	65	farmers	farmer	NOUN
ajoaa-1649	72	66	.	.	PUNCT
ajoaa-1649	73	1	empirical	empirical	ADJ
ajoaa-1649	73	2	results	result	NOUN
ajoaa-1649	73	3	show	show	VERB
ajoaa-1649	73	4	that	that	SCONJ
ajoaa-1649	73	5	technical	technical	ADJ
ajoaa-1649	73	6	efficiency	efficiency	NOUN
ajoaa-1649	73	7	range	range	VERB
ajoaa-1649	73	8	from	from	ADP
ajoaa-1649	73	9	0.0005	0.0005	NUM
ajoaa-1649	73	10	to	to	ADP
ajoaa-1649	73	11	1	1	NUM
ajoaa-1649	73	12	,	,	PUNCT
ajoaa-1649	73	13	with	with	ADP
ajoaa-1649	73	14	an	an	DET
ajoaa-1649	73	15	average	average	NOUN
ajoaa-1649	73	16	of	of	ADP
ajoaa-1649	73	17	15	15	NUM
ajoaa-1649	73	18	%	%	NOUN
ajoaa-1649	73	19	.	.	PUNCT
ajoaa-1649	74	1	the	the	DET
ajoaa-1649	74	2	study	study	NOUN
ajoaa-1649	74	3	found	find	VERB
ajoaa-1649	74	4	that	that	SCONJ
ajoaa-1649	74	5	ripping	rip	VERB
ajoaa-1649	74	6	and	and	CCONJ
ajoaa-1649	74	7	ploughed	plough	VERB
ajoaa-1649	74	8	fields	field	NOUN
ajoaa-1649	74	9	are	be	AUX
ajoaa-1649	74	10	significant	significant	ADJ
ajoaa-1649	74	11	in	in	ADP
ajoaa-1649	74	12	influencing	influence	VERB
ajoaa-1649	74	13	technical	technical	ADJ
ajoaa-1649	74	14	efficiency	efficiency	NOUN
ajoaa-1649	74	15	,	,	PUNCT
ajoaa-1649	74	16	bunding	bunding	NOUN
ajoaa-1649	74	17	and	and	CCONJ
ajoaa-1649	74	18	zero	zero	NUM
ajoaa-1649	74	19	tillage	tillage	NOUN
ajoaa-1649	74	20	,	,	PUNCT
ajoaa-1649	74	21	cultivating	cultivate	VERB
ajoaa-1649	74	22	land	land	NOUN
ajoaa-1649	74	23	after	after	ADP
ajoaa-1649	74	24	rain	rain	NOUN
ajoaa-1649	74	25	,	,	PUNCT
ajoaa-1649	74	26	female	female	ADJ
ajoaa-1649	74	27	headed	head	VERB
ajoaa-1649	74	28	family	family	NOUN
ajoaa-1649	74	29	,	,	PUNCT
ajoaa-1649	74	30	age	age	NOUN
ajoaa-1649	74	31	below	below	ADP
ajoaa-1649	74	32	25	25	NUM
ajoaa-1649	74	33	and	and	CCONJ
ajoaa-1649	74	34	above	above	ADP
ajoaa-1649	74	35	59	59	NUM
ajoaa-1649	74	36	,	,	PUNCT
ajoaa-1649	74	37	use	use	NOUN
ajoaa-1649	74	38	of	of	ADP
ajoaa-1649	74	39	local	local	ADJ
ajoaa-1649	74	40	seeds	seed	NOUN
ajoaa-1649	74	41	,	,	PUNCT
ajoaa-1649	74	42	recycled	recycle	VERB
ajoaa-1649	74	43	hybrid	hybrid	NOUN
ajoaa-1649	74	44	and	and	CCONJ
ajoaa-1649	74	45	primary	primary	ADJ
ajoaa-1649	74	46	education	education	NOUN
ajoaa-1649	74	47	both	both	PRON
ajoaa-1649	74	48	reduces	reduce	VERB
ajoaa-1649	74	49	technical	technical	ADJ
ajoaa-1649	74	50	efficiency	efficiency	NOUN
ajoaa-1649	74	51	while	while	SCONJ
ajoaa-1649	74	52	use	use	NOUN
ajoaa-1649	74	53	of	of	ADP
ajoaa-1649	74	54	fertilizers	fertilizer	NOUN
ajoaa-1649	74	55	,	,	PUNCT
ajoaa-1649	74	56	certified	certify	VERB
ajoaa-1649	74	57	hybrid	hybrid	ADJ
ajoaa-1649	74	58	seed	seed	NOUN
ajoaa-1649	74	59	,	,	PUNCT
ajoaa-1649	74	60	education	education	NOUN
ajoaa-1649	74	61	above	above	ADP
ajoaa-1649	74	62	primary	primary	ADJ
ajoaa-1649	74	63	level	level	NOUN
ajoaa-1649	74	64	,	,	PUNCT
ajoaa-1649	74	65	age	age	NOUN
ajoaa-1649	74	66	of	of	ADP
ajoaa-1649	74	67	25	25	NUM
ajoaa-1649	74	68	-	-	SYM
ajoaa-1649	74	69	59	59	NUM
ajoaa-1649	74	70	,	,	PUNCT
ajoaa-1649	74	71	ownership	ownership	NOUN
ajoaa-1649	74	72	of	of	ADP
ajoaa-1649	74	73	livestock	livestock	NOUN
ajoaa-1649	74	74	,	,	PUNCT
ajoaa-1649	74	75	increase	increase	VERB
ajoaa-1649	74	76	in	in	ADP
ajoaa-1649	74	77	farm	farm	NOUN
ajoaa-1649	74	78	size	size	NOUN
ajoaa-1649	74	79	,	,	PUNCT
ajoaa-1649	74	80	active	active	ADJ
ajoaa-1649	74	81	farmers	farmer	NOUN
ajoaa-1649	74	82	and	and	CCONJ
ajoaa-1649	74	83	access	access	NOUN
ajoaa-1649	74	84	to	to	ADP
ajoaa-1649	74	85	extension	extension	NOUN
ajoaa-1649	74	86	services	service	NOUN
ajoaa-1649	74	87	increase	increase	VERB
ajoaa-1649	74	88	technical	technical	ADJ
ajoaa-1649	74	89	efficiency	efficiency	NOUN
ajoaa-1649	74	90	.	.	PUNCT
ajoaa-1649	75	1	the	the	DET
ajoaa-1649	75	2	study	study	NOUN
ajoaa-1649	75	3	concludes	conclude	VERB
ajoaa-1649	75	4	that	that	SCONJ
ajoaa-1649	75	5	,	,	PUNCT
ajoaa-1649	75	6	it	it	PRON
ajoaa-1649	75	7	is	be	AUX
ajoaa-1649	75	8	possible	possible	ADJ
ajoaa-1649	75	9	to	to	PART
ajoaa-1649	75	10	increase	increase	VERB
ajoaa-1649	75	11	output	output	NOUN
ajoaa-1649	75	12	without	without	ADP
ajoaa-1649	75	13	increasing	increase	VERB
ajoaa-1649	75	14	inputs	input	NOUN
ajoaa-1649	75	15	cost	cost	NOUN
ajoaa-1649	75	16	.	.	PUNCT
ajoaa-1649	76	1	geta	geta	PROPN
ajoaa-1649	76	2	et	et	PROPN
ajoaa-1649	76	3	al	al	PROPN
ajoaa-1649	76	4	.	.	PROPN
ajoaa-1649	77	1	(	(	PUNCT
ajoaa-1649	77	2	2013	2013	NUM
ajoaa-1649	77	3	)	)	PUNCT
ajoaa-1649	77	4	analyzed	analyze	VERB
ajoaa-1649	77	5	productivity	productivity	NOUN
ajoaa-1649	77	6	and	and	CCONJ
ajoaa-1649	77	7	determinants	determinant	NOUN
ajoaa-1649	77	8	of	of	ADP
ajoaa-1649	77	9	technical	technical	ADJ
ajoaa-1649	77	10	efficiency	efficiency	NOUN
ajoaa-1649	77	11	among	among	ADP
ajoaa-1649	77	12	maize	maize	NOUN
ajoaa-1649	77	13	smallholder	smallholder	NOUN
ajoaa-1649	77	14	farmers	farmer	NOUN
ajoaa-1649	77	15	of	of	ADP
ajoaa-1649	77	16	wolaita	wolaita	NOUN
ajoaa-1649	77	17	and	and	CCONJ
ajoaa-1649	77	18	gamo	gamo	PROPN
ajoaa-1649	77	19	gofa	gofa	NOUN
ajoaa-1649	77	20	zones	zone	NOUN
ajoaa-1649	77	21	of	of	ADP
ajoaa-1649	77	22	southern	southern	ADJ
ajoaa-1649	77	23	ethiopia	ethiopia	PROPN
ajoaa-1649	77	24	using	use	VERB
ajoaa-1649	77	25	deterministic	deterministic	ADJ
ajoaa-1649	77	26	envelopment	envelopment	ADJ
ajoaa-1649	77	27	analysis	analysis	NOUN
ajoaa-1649	77	28	(	(	PUNCT
ajoaa-1649	77	29	dea	dea	NOUN
ajoaa-1649	77	30	)	)	PUNCT
ajoaa-1649	77	31	and	and	CCONJ
ajoaa-1649	77	32	tobit	tobit	NOUN
ajoaa-1649	77	33	regression	regression	NOUN
ajoaa-1649	77	34	on	on	ADP
ajoaa-1649	77	35	surveyed	survey	VERB
ajoaa-1649	77	36	data	datum	NOUN
ajoaa-1649	77	37	of	of	ADP
ajoaa-1649	77	38	385	385	NUM
ajoaa-1649	77	39	farmers	farmer	NOUN
ajoaa-1649	77	40	.	.	PUNCT
ajoaa-1649	78	1	empirical	empirical	ADJ
ajoaa-1649	78	2	results	result	NOUN
ajoaa-1649	78	3	found	find	VERB
ajoaa-1649	78	4	that	that	SCONJ
ajoaa-1649	78	5	,	,	PUNCT
ajoaa-1649	78	6	human	human	ADJ
ajoaa-1649	78	7	labor	labor	NOUN
ajoaa-1649	78	8	,	,	PUNCT
ajoaa-1649	78	9	use	use	NOUN
ajoaa-1649	78	10	of	of	ADP
ajoaa-1649	78	11	chemical	chemical	ADJ
ajoaa-1649	78	12	fertilizers	fertilizer	NOUN
ajoaa-1649	78	13	,	,	PUNCT
ajoaa-1649	78	14	use	use	NOUN
ajoaa-1649	78	15	of	of	ADP
ajoaa-1649	78	16	oxen	oxen	NOUN
ajoaa-1649	78	17	power	power	NOUN
ajoaa-1649	78	18	,	,	PUNCT
ajoaa-1649	78	19	planting	planting	NOUN
ajoaa-1649	78	20	method	method	NOUN
ajoaa-1649	78	21	,	,	PUNCT
ajoaa-1649	78	22	hybrid	hybrid	ADJ
ajoaa-1649	78	23	maize	maize	NOUN
ajoaa-1649	78	24	seed	seed	NOUN
ajoaa-1649	78	25	,	,	PUNCT
ajoaa-1649	78	26	farm	farm	NOUN
ajoaa-1649	78	27	size	size	NOUN
ajoaa-1649	78	28	and	and	CCONJ
ajoaa-1649	78	29	integrated	integrate	VERB
ajoaa-1649	78	30	soil	soil	NOUN
ajoaa-1649	78	31	fertility	fertility	NOUN
ajoaa-1649	78	32	were	be	AUX
ajoaa-1649	78	33	positive	positive	ADJ
ajoaa-1649	78	34	and	and	CCONJ
ajoaa-1649	78	35	significant	significant	ADJ
ajoaa-1649	78	36	in	in	ADP
ajoaa-1649	78	37	influencing	influence	VERB
ajoaa-1649	78	38	maize	maize	NOUN
ajoaa-1649	78	39	productivity	productivity	NOUN
ajoaa-1649	78	40	while	while	SCONJ
ajoaa-1649	78	41	distance	distance	NOUN
ajoaa-1649	78	42	to	to	ADP
ajoaa-1649	78	43	development	development	NOUN
ajoaa-1649	78	44	centre	centre	NOUN
ajoaa-1649	78	45	,	,	PUNCT
ajoaa-1649	78	46	credit	credit	NOUN
ajoaa-1649	78	47	and	and	CCONJ
ajoaa-1649	78	48	off	off	ADP
ajoaa-1649	78	49	farm	farm	NOUN
ajoaa-1649	78	50	income	income	NOUN
ajoaa-1649	78	51	were	be	AUX
ajoaa-1649	78	52	negative	negative	ADJ
ajoaa-1649	78	53	and	and	CCONJ
ajoaa-1649	78	54	decreased	decrease	VERB
ajoaa-1649	78	55	productivity	productivity	NOUN
ajoaa-1649	78	56	.	.	PUNCT
ajoaa-1649	79	1	the	the	DET
ajoaa-1649	79	2	study	study	NOUN
ajoaa-1649	79	3	found	find	VERB
ajoaa-1649	79	4	that	that	SCONJ
ajoaa-1649	79	5	the	the	DET
ajoaa-1649	79	6	mean	mean	ADJ
ajoaa-1649	79	7	technical	technical	ADJ
ajoaa-1649	79	8	efficiency	efficiency	NOUN
ajoaa-1649	79	9	among	among	ADP
ajoaa-1649	79	10	farmers	farmer	NOUN
ajoaa-1649	79	11	is	be	AUX
ajoaa-1649	79	12	40	40	NUM
ajoaa-1649	79	13	%	%	NOUN
ajoaa-1649	79	14	.	.	PUNCT
ajoaa-1649	80	1	tobit	tobit	NOUN
ajoaa-1649	80	2	regression	regression	NOUN
ajoaa-1649	80	3	on	on	ADP
ajoaa-1649	80	4	technical	technical	ADJ
ajoaa-1649	80	5	efficiency	efficiency	NOUN
ajoaa-1649	80	6	model	model	NOUN
ajoaa-1649	80	7	indicates	indicate	VERB
ajoaa-1649	80	8	that	that	SCONJ
ajoaa-1649	80	9	farm	farm	NOUN
ajoaa-1649	80	10	size	size	NOUN
ajoaa-1649	80	11	,	,	PUNCT
ajoaa-1649	80	12	hybrid	hybrid	ADJ
ajoaa-1649	80	13	maize	maize	NOUN
ajoaa-1649	80	14	seed	seed	NOUN
ajoaa-1649	80	15	,	,	PUNCT
ajoaa-1649	80	16	oxen	oxen	NOUN
ajoaa-1649	80	17	holding	holding	NOUN
ajoaa-1649	80	18	,	,	PUNCT
ajoaa-1649	80	19	consumption	consumption	NOUN
ajoaa-1649	80	20	expenditure	expenditure	NOUN
ajoaa-1649	80	21	and	and	CCONJ
ajoaa-1649	80	22	agro	agro	NOUN
ajoaa-1649	80	23	-	-	PUNCT
ajoaa-1649	80	24	ecology	ecology	NOUN
ajoaa-1649	80	25	were	be	AUX
ajoaa-1649	80	26	highly	highly	ADV
ajoaa-1649	80	27	significant	significant	ADJ
ajoaa-1649	80	28	in	in	ADP
ajoaa-1649	80	29	influencing	influence	VERB
ajoaa-1649	80	30	technical	technical	ADJ
ajoaa-1649	80	31	efficiency	efficiency	NOUN
ajoaa-1649	80	32	while	while	SCONJ
ajoaa-1649	80	33	age	age	NOUN
ajoaa-1649	80	34	,	,	PUNCT
ajoaa-1649	80	35	family	family	NOUN
ajoaa-1649	80	36	size	size	NOUN
ajoaa-1649	80	37	,	,	PUNCT
ajoaa-1649	80	38	distance	distance	NOUN
ajoaa-1649	80	39	to	to	ADP
ajoaa-1649	80	40	development	development	NOUN
ajoaa-1649	80	41	centre	centre	NOUN
ajoaa-1649	80	42	and	and	CCONJ
ajoaa-1649	80	43	credits	credit	NOUN
ajoaa-1649	80	44	were	be	AUX
ajoaa-1649	80	45	negative	negative	ADJ
ajoaa-1649	80	46	and	and	CCONJ
ajoaa-1649	80	47	increased	increase	VERB
ajoaa-1649	80	48	inefficiency	inefficiency	NOUN
ajoaa-1649	80	49	.	.	PUNCT
ajoaa-1649	81	1	the	the	DET
ajoaa-1649	81	2	study	study	NOUN
ajoaa-1649	81	3	recommends	recommend	VERB
ajoaa-1649	81	4	on	on	ADP
ajoaa-1649	81	5	policies	policy	NOUN
ajoaa-1649	81	6	to	to	PART
ajoaa-1649	81	7	mobilize	mobilize	VERB
ajoaa-1649	81	8	and	and	CCONJ
ajoaa-1649	81	9	motivate	motivate	VERB
ajoaa-1649	81	10	youths	youth	NOUN
ajoaa-1649	81	11	in	in	ADP
ajoaa-1649	81	12	agriculture	agriculture	NOUN
ajoaa-1649	81	13	,	,	PUNCT
ajoaa-1649	81	14	to	to	PART
ajoaa-1649	81	15	increase	increase	VERB
ajoaa-1649	81	16	use	use	NOUN
ajoaa-1649	81	17	of	of	ADP
ajoaa-1649	81	18	fertilizers	fertilizer	NOUN
ajoaa-1649	81	19	,	,	PUNCT
ajoaa-1649	81	20	credit	credit	NOUN
ajoaa-1649	81	21	and	and	CCONJ
ajoaa-1649	81	22	extension	extension	NOUN
ajoaa-1649	81	23	services	service	NOUN
ajoaa-1649	81	24	,	,	PUNCT
ajoaa-1649	81	25	and	and	CCONJ
ajoaa-1649	81	26	provision	provision	NOUN
ajoaa-1649	81	27	of	of	ADP
ajoaa-1649	81	28	training	training	NOUN
ajoaa-1649	81	29	on	on	ADP
ajoaa-1649	81	30	application	application	NOUN
ajoaa-1649	81	31	of	of	ADP
ajoaa-1649	81	32	soil	soil	NOUN
ajoaa-1649	81	33	fertility	fertility	NOUN
ajoaa-1649	81	34	management	management	NOUN
ajoaa-1649	81	35	practices	practice	NOUN
ajoaa-1649	81	36	.	.	PUNCT
ajoaa-1649	82	1	scholars	scholar	NOUN
ajoaa-1649	82	2	of	of	ADP
ajoaa-1649	82	3	the	the	DET
ajoaa-1649	82	4	empirical	empirical	ADJ
ajoaa-1649	82	5	studies	study	NOUN
ajoaa-1649	82	6	reviewed	review	VERB
ajoaa-1649	82	7	on	on	ADP
ajoaa-1649	82	8	production	production	NOUN
ajoaa-1649	82	9	(	(	PUNCT
ajoaa-1649	82	10	technical	technical	ADJ
ajoaa-1649	82	11	)	)	PUNCT
ajoaa-1649	82	12	efficiency	efficiency	NOUN
ajoaa-1649	82	13	,	,	PUNCT
ajoaa-1649	82	14	most	most	ADV
ajoaa-1649	82	15	focusing	focus	VERB
ajoaa-1649	82	16	on	on	ADP
ajoaa-1649	82	17	the	the	DET
ajoaa-1649	82	18	determinants	determinant	NOUN
ajoaa-1649	82	19	and/or	and/or	CCONJ
ajoaa-1649	82	20	sources	source	NOUN
ajoaa-1649	82	21	of	of	ADP
ajoaa-1649	82	22	technical	technical	ADJ
ajoaa-1649	82	23	efficiency	efficiency	NOUN
ajoaa-1649	82	24	in	in	ADP
ajoaa-1649	82	25	production	production	NOUN
ajoaa-1649	82	26	of	of	ADP
ajoaa-1649	82	27	maize	maize	NOUN
ajoaa-1649	82	28	.	.	PUNCT
ajoaa-1649	83	1	age	age	NOUN
ajoaa-1649	83	2	,	,	PUNCT
ajoaa-1649	83	3	education	education	NOUN
ajoaa-1649	83	4	,	,	PUNCT
ajoaa-1649	83	5	extension	extension	NOUN
ajoaa-1649	83	6	services	service	NOUN
ajoaa-1649	83	7	,	,	PUNCT
ajoaa-1649	83	8	gender	gender	NOUN
ajoaa-1649	83	9	,	,	PUNCT
ajoaa-1649	83	10	credit	credit	NOUN
ajoaa-1649	83	11	access	access	NOUN
ajoaa-1649	83	12	and	and	CCONJ
ajoaa-1649	83	13	type	type	NOUN
ajoaa-1649	83	14	of	of	ADP
ajoaa-1649	83	15	fertilizer	fertilizer	NOUN
ajoaa-1649	83	16	and	and	CCONJ
ajoaa-1649	83	17	seed	seed	NOUN
ajoaa-1649	83	18	are	be	AUX
ajoaa-1649	83	19	the	the	DET
ajoaa-1649	83	20	dominant	dominant	ADJ
ajoaa-1649	83	21	variables	variable	NOUN
ajoaa-1649	83	22	used	use	VERB
ajoaa-1649	83	23	in	in	ADP
ajoaa-1649	83	24	assessing	assess	VERB
ajoaa-1649	83	25	sources	source	NOUN
ajoaa-1649	83	26	of	of	ADP
ajoaa-1649	83	27	technical	technical	ADJ
ajoaa-1649	83	28	efficiency	efficiency	NOUN
ajoaa-1649	83	29	in	in	ADP
ajoaa-1649	83	30	reviewed	review	VERB
ajoaa-1649	83	31	studies	study	NOUN
ajoaa-1649	83	32	.	.	PUNCT
ajoaa-1649	84	1	in	in	ADP
ajoaa-1649	84	2	addition	addition	NOUN
ajoaa-1649	84	3	to	to	ADP
ajoaa-1649	84	4	these	these	DET
ajoaa-1649	84	5	variables	variable	NOUN
ajoaa-1649	84	6	,	,	PUNCT
ajoaa-1649	84	7	this	this	DET
ajoaa-1649	84	8	study	study	NOUN
ajoaa-1649	84	9	takes	take	VERB
ajoaa-1649	84	10	into	into	ADP
ajoaa-1649	84	11	account	account	NOUN
ajoaa-1649	84	12	the	the	DET
ajoaa-1649	84	13	effects	effect	NOUN
ajoaa-1649	84	14	of	of	ADP
ajoaa-1649	84	15	rate	rate	NOUN
ajoaa-1649	84	16	of	of	ADP
ajoaa-1649	84	17	involvement	involvement	NOUN
ajoaa-1649	84	18	in	in	ADP
ajoaa-1649	84	19	agriculture	agriculture	NOUN
ajoaa-1649	84	20	and	and	CCONJ
ajoaa-1649	84	21	living	living	NOUN
ajoaa-1649	84	22	condition	condition	NOUN
ajoaa-1649	84	23	of	of	ADP
ajoaa-1649	84	24	the	the	DET
ajoaa-1649	84	25	households	household	NOUN
ajoaa-1649	84	26	and	and	CCONJ
ajoaa-1649	84	27	influence	influence	NOUN
ajoaa-1649	84	28	of	of	ADP
ajoaa-1649	84	29	input	input	NOUN
ajoaa-1649	84	30	costs	cost	NOUN
ajoaa-1649	84	31	to	to	ADP
ajoaa-1649	84	32	technical	technical	ADJ
ajoaa-1649	84	33	efficiency	efficiency	NOUN
ajoaa-1649	84	34	of	of	ADP
ajoaa-1649	84	35	smallholder	smallholder	NOUN
ajoaa-1649	84	36	farmers	farmer	NOUN
ajoaa-1649	84	37	.	.	PUNCT
ajoaa-1649	85	1	furthermore	furthermore	ADV
ajoaa-1649	85	2	,	,	PUNCT
ajoaa-1649	85	3	this	this	DET
ajoaa-1649	85	4	study	study	NOUN
ajoaa-1649	85	5	adopts	adopt	VERB
ajoaa-1649	85	6	a	a	DET
ajoaa-1649	85	7	two	two	NUM
ajoaa-1649	85	8	stage	stage	NOUN
ajoaa-1649	85	9	approach	approach	NOUN
ajoaa-1649	85	10	that	that	PRON
ajoaa-1649	85	11	involves	involve	VERB
ajoaa-1649	85	12	;	;	PUNCT
ajoaa-1649	85	13	(	(	PUNCT
ajoaa-1649	85	14	1	1	X
ajoaa-1649	85	15	)	)	PUNCT
ajoaa-1649	85	16	stochastic	stochastic	ADJ
ajoaa-1649	85	17	frontier	frontier	NOUN
ajoaa-1649	85	18	model	model	NOUN
ajoaa-1649	85	19	to	to	PART
ajoaa-1649	85	20	estimate	estimate	VERB
ajoaa-1649	85	21	frontier	frontier	NOUN
ajoaa-1649	85	22	and	and	CCONJ
ajoaa-1649	85	23	(	(	PUNCT
ajoaa-1649	85	24	2	2	X
ajoaa-1649	85	25	)	)	PUNCT
ajoaa-1649	85	26	technical	technical	ADJ
ajoaa-1649	85	27	inefficiency	inefficiency	NOUN
ajoaa-1649	85	28	model	model	NOUN
ajoaa-1649	85	29	which	which	PRON
ajoaa-1649	85	30	is	be	AUX
ajoaa-1649	85	31	estimated	estimate	VERB
ajoaa-1649	85	32	by	by	ADP
ajoaa-1649	85	33	ordinary	ordinary	ADJ
ajoaa-1649	85	34	least	least	ADJ
ajoaa-1649	85	35	square	square	ADJ
ajoaa-1649	85	36	(	(	PUNCT
ajoaa-1649	85	37	ols	ol	NOUN
ajoaa-1649	85	38	)	)	PUNCT
ajoaa-1649	85	39	approach	approach	NOUN
ajoaa-1649	85	40	.	.	PUNCT
ajoaa-1649	86	1	an	an	DET
ajoaa-1649	86	2	approach	approach	NOUN
ajoaa-1649	86	3	is	be	AUX
ajoaa-1649	86	4	different	different	ADJ
ajoaa-1649	86	5	from	from	ADP
ajoaa-1649	86	6	dea	dea	PROPN
ajoaa-1649	86	7	and	and	CCONJ
ajoaa-1649	86	8	tobit	tobit	NOUN
ajoaa-1649	86	9	model	model	NOUN
ajoaa-1649	86	10	employed	employ	VERB
ajoaa-1649	86	11	by	by	ADP
ajoaa-1649	86	12	geta	geta	PROPN
ajoaa-1649	86	13	et	et	PROPN
ajoaa-1649	86	14	al	al	PROPN
ajoaa-1649	86	15	.	.	PROPN
ajoaa-1649	87	1	(	(	PUNCT
ajoaa-1649	87	2	2013	2013	NUM
ajoaa-1649	87	3	)	)	PUNCT
ajoaa-1649	87	4	in	in	ADP
ajoaa-1649	87	5	estimating	estimate	VERB
ajoaa-1649	87	6	technical	technical	ADJ
ajoaa-1649	87	7	efficiency	efficiency	NOUN
ajoaa-1649	87	8	model	model	NOUN
ajoaa-1649	87	9	in	in	ADP
ajoaa-1649	87	10	the	the	DET
ajoaa-1649	87	11	first	first	ADJ
ajoaa-1649	87	12	and	and	CCONJ
ajoaa-1649	87	13	second	second	ADJ
ajoaa-1649	87	14	stage	stage	NOUN
ajoaa-1649	87	15	respectively	respectively	ADV
ajoaa-1649	87	16	.	.	PUNCT
ajoaa-1649	88	1	4	4	X
ajoaa-1649	88	2	.	.	X
ajoaa-1649	88	3	methodology	methodology	NOUN
ajoaa-1649	88	4	4.1	4.1	NUM
ajoaa-1649	88	5	.	.	PUNCT
ajoaa-1649	89	1	the	the	DET
ajoaa-1649	89	2	study	study	NOUN
ajoaa-1649	89	3	area	area	NOUN
ajoaa-1649	89	4	the	the	DET
ajoaa-1649	89	5	study	study	NOUN
ajoaa-1649	89	6	was	be	AUX
ajoaa-1649	89	7	conducted	conduct	VERB
ajoaa-1649	89	8	in	in	ADP
ajoaa-1649	89	9	tabora	tabora	PROPN
ajoaa-1649	89	10	and	and	CCONJ
ajoaa-1649	89	11	ruvuma	ruvuma	PROPN
ajoaa-1649	89	12	regions	region	NOUN
ajoaa-1649	89	13	in	in	ADP
ajoaa-1649	89	14	tanzania	tanzania	PROPN
ajoaa-1649	89	15	.	.	PUNCT
ajoaa-1649	90	1	tabora	tabora	PROPN
ajoaa-1649	90	2	consist	consist	NOUN
ajoaa-1649	90	3	of	of	ADP
ajoaa-1649	90	4	seven	seven	NUM
ajoaa-1649	90	5	districts	district	NOUN
ajoaa-1649	90	6	;	;	PUNCT
ajoaa-1649	90	7	igunga	igunga	ADV
ajoaa-1649	90	8	,	,	PUNCT
ajoaa-1649	90	9	urambo	urambo	NOUN
ajoaa-1649	90	10	,	,	PUNCT
ajoaa-1649	90	11	nzega	nzega	NOUN
ajoaa-1649	90	12	,	,	PUNCT
ajoaa-1649	90	13	uyui	uyui	ADJ
ajoaa-1649	90	14	,	,	PUNCT
ajoaa-1649	90	15	sikonge	sikonge	NOUN
ajoaa-1649	90	16	,	,	PUNCT
ajoaa-1649	90	17	tabora	tabora	PROPN
ajoaa-1649	90	18	urban	urban	ADJ
ajoaa-1649	90	19	and	and	CCONJ
ajoaa-1649	90	20	kaliua	kaliua	NOUN
ajoaa-1649	90	21	,	,	PUNCT
ajoaa-1649	90	22	with	with	ADP
ajoaa-1649	90	23	population	population	NOUN
ajoaa-1649	90	24	of	of	ADP
ajoaa-1649	90	25	about	about	ADV
ajoaa-1649	90	26	2.29	2.29	NUM
ajoaa-1649	90	27	million	million	NUM
ajoaa-1649	90	28	people	people	NOUN
ajoaa-1649	90	29	,	,	PUNCT
ajoaa-1649	90	30	whereas	whereas	SCONJ
ajoaa-1649	90	31	ruvuma	ruvuma	NOUN
ajoaa-1649	90	32	consists	consist	VERB
ajoaa-1649	90	33	of	of	ADP
ajoaa-1649	90	34	six	six	NUM
ajoaa-1649	90	35	districts	district	NOUN
ajoaa-1649	90	36	;	;	PUNCT
ajoaa-1649	90	37	tunduru	tunduru	ADV
ajoaa-1649	90	38	,	,	PUNCT
ajoaa-1649	90	39	mbinga	mbinga	PROPN
ajoaa-1649	90	40	,	,	PUNCT
ajoaa-1649	90	41	songea	songea	NOUN
ajoaa-1649	90	42	,	,	PUNCT
ajoaa-1649	90	43	namtumbo	namtumbo	NOUN
ajoaa-1649	90	44	,	,	PUNCT
ajoaa-1649	90	45	nyasa	nyasa	NOUN
ajoaa-1649	90	46	and	and	CCONJ
ajoaa-1649	90	47	songea	songea	VERB
ajoaa-1649	90	48	urban	urban	ADJ
ajoaa-1649	90	49	,	,	PUNCT
ajoaa-1649	90	50	with	with	ADP
ajoaa-1649	90	51	population	population	NOUN
ajoaa-1649	90	52	below	below	ADP
ajoaa-1649	90	53	2	2	NUM
ajoaa-1649	90	54	million	million	NUM
ajoaa-1649	90	55	(	(	PUNCT
ajoaa-1649	90	56	urt	urt	NOUN
ajoaa-1649	90	57	,	,	PUNCT
ajoaa-1649	90	58	2013c	2013c	NUM
ajoaa-1649	90	59	)	)	PUNCT
ajoaa-1649	90	60	.	.	PUNCT
ajoaa-1649	91	1	tabora	tabora	PROPN
ajoaa-1649	91	2	is	be	AUX
ajoaa-1649	91	3	found	find	VERB
ajoaa-1649	91	4	in	in	ADP
ajoaa-1649	91	5	the	the	DET
ajoaa-1649	91	6	mid	mid	PROPN
ajoaa-1649	91	7	-	-	ADJ
ajoaa-1649	91	8	west	west	ADJ
ajoaa-1649	91	9	part	part	NOUN
ajoaa-1649	91	10	of	of	ADP
ajoaa-1649	91	11	central	central	PROPN
ajoaa-1649	91	12	tanzania	tanzania	PROPN
ajoaa-1649	91	13	between	between	ADP
ajoaa-1649	91	14	latitude	latitude	NOUN
ajoaa-1649	91	15	40	40	NUM
ajoaa-1649	91	16	to	to	PART
ajoaa-1649	91	17	70	70	NUM
ajoaa-1649	91	18	south	south	NOUN
ajoaa-1649	91	19	of	of	ADP
ajoaa-1649	91	20	equator	equator	NOUN
ajoaa-1649	91	21	and	and	CCONJ
ajoaa-1649	91	22	longitude	longitude	ADJ
ajoaa-1649	91	23	310	310	NUM
ajoaa-1649	91	24	to	to	ADP
ajoaa-1649	91	25	340	340	NUM
ajoaa-1649	91	26	east	east	NOUN
ajoaa-1649	91	27	of	of	ADP
ajoaa-1649	91	28	green	green	PROPN
ajoaa-1649	91	29	wich	wich	PROPN
ajoaa-1649	91	30	meridian	meridian	PROPN
ajoaa-1649	91	31	.	.	PUNCT
ajoaa-1649	92	1	to	to	ADP
ajoaa-1649	92	2	the	the	DET
ajoaa-1649	92	3	north	north	NOUN
ajoaa-1649	92	4	,	,	PUNCT
ajoaa-1649	92	5	it	it	PRON
ajoaa-1649	92	6	borders	border	VERB
ajoaa-1649	92	7	shinyanga	shinyanga	PROPN
ajoaa-1649	92	8	region	region	PROPN
ajoaa-1649	92	9	,	,	PUNCT
ajoaa-1649	92	10	to	to	ADP
ajoaa-1649	92	11	the	the	DET
ajoaa-1649	92	12	west	west	NOUN
ajoaa-1649	92	13	,	,	PUNCT
ajoaa-1649	92	14	kigoma	kigoma	NOUN
ajoaa-1649	92	15	region	region	NOUN
ajoaa-1649	92	16	,	,	PUNCT
ajoaa-1649	92	17	to	to	ADP
ajoaa-1649	92	18	the	the	DET
ajoaa-1649	92	19	south	south	NOUN
ajoaa-1649	92	20	,	,	PUNCT
ajoaa-1649	92	21	rukwa	rukwa	NOUN
ajoaa-1649	92	22	and	and	CCONJ
ajoaa-1649	92	23	mbeya	mbeya	VERB
ajoaa-1649	92	24	,	,	PUNCT
ajoaa-1649	92	25	(	(	PUNCT
ajoaa-1649	92	26	urt	urt	NOUN
ajoaa-1649	92	27	,	,	PUNCT
ajoaa-1649	92	28	2007a	2007a	NOUN
ajoaa-1649	92	29	and	and	CCONJ
ajoaa-1649	92	30	2012a	2012a	NUM
ajoaa-1649	92	31	)	)	PUNCT
ajoaa-1649	92	32	.	.	PUNCT
ajoaa-1649	93	1	moderate	moderate	ADJ
ajoaa-1649	93	2	tropical	tropical	ADJ
ajoaa-1649	93	3	climate	climate	NOUN
ajoaa-1649	93	4	characterizes	characterize	VERB
ajoaa-1649	93	5	tabora	tabora	PROPN
ajoaa-1649	93	6	region	region	NOUN
ajoaa-1649	93	7	with	with	ADP
ajoaa-1649	93	8	average	average	ADJ
ajoaa-1649	93	9	temperature	temperature	NOUN
ajoaa-1649	93	10	of	of	ADP
ajoaa-1649	93	11	around	around	ADP
ajoaa-1649	93	12	230c	230c	PROPN
ajoaa-1649	93	13	.	.	PUNCT
ajoaa-1649	94	1	the	the	DET
ajoaa-1649	94	2	temperature	temperature	NOUN
ajoaa-1649	94	3	tends	tend	VERB
ajoaa-1649	94	4	to	to	PART
ajoaa-1649	94	5	fall	fall	VERB
ajoaa-1649	94	6	to	to	ADP
ajoaa-1649	94	7	140c	140c	NOUN
ajoaa-1649	94	8	at	at	ADP
ajoaa-1649	94	9	night	night	NOUN
ajoaa-1649	94	10	during	during	ADP
ajoaa-1649	94	11	may	may	PROPN
ajoaa-1649	94	12	to	to	ADP
ajoaa-1649	94	13	july	july	PROPN
ajoaa-1649	94	14	and	and	CCONJ
ajoaa-1649	94	15	reaches	reach	VERB
ajoaa-1649	94	16	the	the	DET
ajoaa-1649	94	17	maximum	maximum	NOUN
ajoaa-1649	94	18	of	of	ADP
ajoaa-1649	94	19	20	20	NUM
ajoaa-1649	94	20	-	-	PUNCT
ajoaa-1649	94	21	300c	300c	NUM
ajoaa-1649	94	22	during	during	ADP
ajoaa-1649	94	23	day	day	NOUN
ajoaa-1649	94	24	(	(	PUNCT
ajoaa-1649	94	25	mci2	mci2	NOUN
ajoaa-1649	94	26	,	,	PUNCT
ajoaa-1649	94	27	2013	2013	NUM
ajoaa-1649	94	28	)	)	PUNCT
ajoaa-1649	94	29	.	.	PUNCT
ajoaa-1649	95	1	the	the	DET
ajoaa-1649	95	2	region	region	NOUN
ajoaa-1649	95	3	experiences	experience	VERB
ajoaa-1649	95	4	rainfall	rainfall	NOUN
ajoaa-1649	95	5	that	that	PRON
ajoaa-1649	95	6	range	range	VERB
ajoaa-1649	95	7	between	between	ADP
ajoaa-1649	95	8	650	650	NUM
ajoaa-1649	95	9	to	to	PART
ajoaa-1649	95	10	1000	1000	NUM
ajoaa-1649	95	11	millimeters	millimeter	NOUN
ajoaa-1649	95	12	(	(	PUNCT
ajoaa-1649	95	13	tarimo	tarimo	VERB
ajoaa-1649	95	14	et	et	PROPN
ajoaa-1649	95	15	al	al	PROPN
ajoaa-1649	95	16	.	.	PROPN
ajoaa-1649	95	17	,	,	PUNCT
ajoaa-1649	95	18	2013	2013	NUM
ajoaa-1649	95	19	)	)	PUNCT
ajoaa-1649	95	20	.	.	PUNCT
ajoaa-1649	96	1	2	2	NUM
ajoaa-1649	96	2	mci	mci	NOUN
ajoaa-1649	96	3	means	mean	VERB
ajoaa-1649	96	4	millennium	millennium	NOUN
ajoaa-1649	96	5	cities	city	NOUN
ajoaa-1649	96	6	initiatives	initiative	VERB
ajoaa-1649	96	7	asian	asian	ADJ
ajoaa-1649	96	8	journal	journal	PROPN
ajoaa-1649	96	9	of	of	ADP
ajoaa-1649	96	10	agriculture	agriculture	NOUN
ajoaa-1649	96	11	and	and	CCONJ
ajoaa-1649	96	12	rural	rural	ADJ
ajoaa-1649	96	13	development	development	NOUN
ajoaa-1649	96	14	,	,	PUNCT
ajoaa-1649	96	15	7(9)2017	7(9)2017	NUM
ajoaa-1649	96	16	:	:	PUNCT
ajoaa-1649	96	17	180	180	NUM
ajoaa-1649	96	18	-	-	SYM
ajoaa-1649	96	19	197	197	NUM
ajoaa-1649	96	20	185	185	NUM
ajoaa-1649	96	21	ruvuma	ruvuma	NOUN
ajoaa-1649	96	22	is	be	AUX
ajoaa-1649	96	23	found	find	VERB
ajoaa-1649	96	24	in	in	ADP
ajoaa-1649	96	25	the	the	DET
ajoaa-1649	96	26	southern	southern	ADJ
ajoaa-1649	96	27	highlands	highlands	PROPN
ajoaa-1649	96	28	part	part	NOUN
ajoaa-1649	96	29	in	in	ADP
ajoaa-1649	96	30	tanzania	tanzania	PROPN
ajoaa-1649	96	31	,	,	PUNCT
ajoaa-1649	96	32	it	it	PRON
ajoaa-1649	96	33	borders	border	VERB
ajoaa-1649	96	34	lake	lake	PROPN
ajoaa-1649	96	35	nyasa	nyasa	PROPN
ajoaa-1649	96	36	to	to	ADP
ajoaa-1649	96	37	the	the	DET
ajoaa-1649	96	38	west	west	NOUN
ajoaa-1649	96	39	,	,	PUNCT
ajoaa-1649	96	40	mtwara	mtwara	NOUN
ajoaa-1649	96	41	region	region	NOUN
ajoaa-1649	96	42	to	to	ADP
ajoaa-1649	96	43	the	the	DET
ajoaa-1649	96	44	east	east	PROPN
ajoaa-1649	96	45	,	,	PUNCT
ajoaa-1649	96	46	republic	republic	NOUN
ajoaa-1649	96	47	of	of	ADP
ajoaa-1649	96	48	mozambique	mozambique	PROPN
ajoaa-1649	96	49	to	to	ADP
ajoaa-1649	96	50	the	the	DET
ajoaa-1649	96	51	south	south	NOUN
ajoaa-1649	96	52	,	,	PUNCT
ajoaa-1649	96	53	and	and	CCONJ
ajoaa-1649	96	54	njombe	njombe	INTJ
ajoaa-1649	96	55	(	(	PUNCT
ajoaa-1649	96	56	former	former	ADJ
ajoaa-1649	96	57	iringa	iringa	NOUN
ajoaa-1649	96	58	)	)	PUNCT
ajoaa-1649	96	59	and	and	CCONJ
ajoaa-1649	96	60	morogoro	morogoro	PROPN
ajoaa-1649	96	61	regions	region	NOUN
ajoaa-1649	96	62	to	to	ADP
ajoaa-1649	96	63	the	the	DET
ajoaa-1649	96	64	north	north	NOUN
ajoaa-1649	96	65	as	as	SCONJ
ajoaa-1649	96	66	indicated	indicate	VERB
ajoaa-1649	96	67	in	in	ADP
ajoaa-1649	96	68	figure	figure	NOUN
ajoaa-1649	96	69	2.1	2.1	NUM
ajoaa-1649	96	70	(	(	PUNCT
ajoaa-1649	96	71	urt	urt	NOUN
ajoaa-1649	96	72	,	,	PUNCT
ajoaa-1649	96	73	2012b	2012b	NUM
ajoaa-1649	96	74	)	)	PUNCT
ajoaa-1649	96	75	.	.	PUNCT
ajoaa-1649	97	1	the	the	DET
ajoaa-1649	97	2	region	region	NOUN
ajoaa-1649	97	3	is	be	AUX
ajoaa-1649	97	4	characterized	characterize	VERB
ajoaa-1649	97	5	by	by	ADP
ajoaa-1649	97	6	having	have	VERB
ajoaa-1649	97	7	dry	dry	ADJ
ajoaa-1649	97	8	and	and	CCONJ
ajoaa-1649	97	9	wet	wet	ADJ
ajoaa-1649	97	10	seasons	season	NOUN
ajoaa-1649	97	11	.	.	PUNCT
ajoaa-1649	98	1	on	on	ADP
ajoaa-1649	98	2	average	average	ADJ
ajoaa-1649	98	3	the	the	DET
ajoaa-1649	98	4	region	region	NOUN
ajoaa-1649	98	5	receives	receive	VERB
ajoaa-1649	98	6	rainfall	rainfall	NOUN
ajoaa-1649	98	7	between	between	ADP
ajoaa-1649	98	8	800	800	NUM
ajoaa-1649	98	9	to	to	ADP
ajoaa-1649	98	10	1800	1800	NUM
ajoaa-1649	98	11	millimeters	millimeter	NOUN
ajoaa-1649	98	12	.	.	PUNCT
ajoaa-1649	99	1	the	the	DET
ajoaa-1649	99	2	region	region	NOUN
ajoaa-1649	99	3	has	have	VERB
ajoaa-1649	99	4	moderate	moderate	ADJ
ajoaa-1649	99	5	mild	mild	ADJ
ajoaa-1649	99	6	temperature	temperature	NOUN
ajoaa-1649	99	7	of	of	ADP
ajoaa-1649	99	8	23oc	23oc	NOUN
ajoaa-1649	99	9	on	on	ADP
ajoaa-1649	99	10	average	average	ADJ
ajoaa-1649	99	11	.	.	PUNCT
ajoaa-1649	100	1	during	during	ADP
ajoaa-1649	100	2	october	october	PROPN
ajoaa-1649	100	3	to	to	ADP
ajoaa-1649	100	4	november	november	PROPN
ajoaa-1649	100	5	,	,	PUNCT
ajoaa-1649	100	6	temperature	temperature	NOUN
ajoaa-1649	100	7	increases	increase	NOUN
ajoaa-1649	100	8	to	to	ADP
ajoaa-1649	100	9	an	an	DET
ajoaa-1649	100	10	average	average	NOUN
ajoaa-1649	100	11	of	of	ADP
ajoaa-1649	100	12	30oc	30oc	PROPN
ajoaa-1649	100	13	in	in	ADP
ajoaa-1649	100	14	the	the	DET
ajoaa-1649	100	15	lowlands	lowland	NOUN
ajoaa-1649	100	16	,	,	PUNCT
ajoaa-1649	100	17	while	while	SCONJ
ajoaa-1649	100	18	around	around	ADP
ajoaa-1649	100	19	the	the	DET
ajoaa-1649	100	20	matengo	matengo	NOUN
ajoaa-1649	100	21	highlands	highland	VERB
ajoaa-1649	100	22	in	in	ADP
ajoaa-1649	100	23	mbinga	mbinga	PROPN
ajoaa-1649	100	24	,	,	PUNCT
ajoaa-1649	100	25	it	it	PRON
ajoaa-1649	100	26	falls	fall	VERB
ajoaa-1649	100	27	to	to	ADP
ajoaa-1649	100	28	13oc	13oc	NOUN
ajoaa-1649	100	29	from	from	ADP
ajoaa-1649	100	30	june	june	PROPN
ajoaa-1649	100	31	to	to	ADP
ajoaa-1649	100	32	august	august	PROPN
ajoaa-1649	100	33	(	(	PUNCT
ajoaa-1649	100	34	urt	urt	NOUN
ajoaa-1649	100	35	,	,	PUNCT
ajoaa-1649	100	36	2012b	2012b	NUM
ajoaa-1649	100	37	)	)	PUNCT
ajoaa-1649	100	38	.	.	PUNCT
ajoaa-1649	101	1	4.2	4.2	NUM
ajoaa-1649	101	2	.	.	PUNCT
ajoaa-1649	101	3	data	datum	NOUN
ajoaa-1649	101	4	type	type	NOUN
ajoaa-1649	101	5	,	,	PUNCT
ajoaa-1649	101	6	source	source	NOUN
ajoaa-1649	101	7	,	,	PUNCT
ajoaa-1649	101	8	scope	scope	NOUN
ajoaa-1649	101	9	and	and	CCONJ
ajoaa-1649	101	10	coverage	coverage	VERB
ajoaa-1649	101	11	the	the	DET
ajoaa-1649	101	12	study	study	NOUN
ajoaa-1649	101	13	used	use	VERB
ajoaa-1649	101	14	secondary	secondary	ADJ
ajoaa-1649	101	15	data	datum	NOUN
ajoaa-1649	101	16	from	from	ADP
ajoaa-1649	101	17	national	national	PROPN
ajoaa-1649	101	18	sample	sample	PROPN
ajoaa-1649	101	19	census	census	NOUN
ajoaa-1649	101	20	of	of	ADP
ajoaa-1649	101	21	agriculture	agriculture	NOUN
ajoaa-1649	101	22	(	(	PUNCT
ajoaa-1649	101	23	nsca	nsca	PROPN
ajoaa-1649	101	24	)	)	PUNCT
ajoaa-1649	101	25	,	,	PUNCT
ajoaa-1649	101	26	2007/08	2007/08	NUM
ajoaa-1649	101	27	that	that	PRON
ajoaa-1649	101	28	were	be	AUX
ajoaa-1649	101	29	collected	collect	VERB
ajoaa-1649	101	30	by	by	ADP
ajoaa-1649	101	31	national	national	ADJ
ajoaa-1649	101	32	bureau	bureau	PROPN
ajoaa-1649	101	33	of	of	ADP
ajoaa-1649	101	34	statistics	statistic	NOUN
ajoaa-1649	101	35	(	(	PUNCT
ajoaa-1649	101	36	nbs	nbs	PROPN
ajoaa-1649	101	37	)	)	PUNCT
ajoaa-1649	101	38	in	in	ADP
ajoaa-1649	101	39	collaboration	collaboration	NOUN
ajoaa-1649	101	40	with	with	ADP
ajoaa-1649	101	41	the	the	DET
ajoaa-1649	101	42	ministry	ministry	PROPN
ajoaa-1649	101	43	of	of	ADP
ajoaa-1649	101	44	agriculture	agriculture	PROPN
ajoaa-1649	101	45	,	,	PUNCT
ajoaa-1649	101	46	food	food	NOUN
ajoaa-1649	101	47	security	security	NOUN
ajoaa-1649	101	48	and	and	CCONJ
ajoaa-1649	101	49	cooperatives	cooperative	NOUN
ajoaa-1649	101	50	(	(	PUNCT
ajoaa-1649	101	51	mafc	mafc	PROPN
ajoaa-1649	101	52	)	)	PUNCT
ajoaa-1649	101	53	.	.	PUNCT
ajoaa-1649	102	1	the	the	DET
ajoaa-1649	102	2	census	census	NOUN
ajoaa-1649	102	3	covered	cover	VERB
ajoaa-1649	102	4	both	both	DET
ajoaa-1649	102	5	smallholders	smallholder	NOUN
ajoaa-1649	102	6	in	in	ADP
ajoaa-1649	102	7	rural	rural	ADJ
ajoaa-1649	102	8	areas	area	NOUN
ajoaa-1649	102	9	and	and	CCONJ
ajoaa-1649	102	10	large	large	ADJ
ajoaa-1649	102	11	scale	scale	NOUN
ajoaa-1649	102	12	farms	farm	NOUN
ajoaa-1649	102	13	in	in	ADP
ajoaa-1649	102	14	tanzania	tanzania	PROPN
ajoaa-1649	102	15	mainland	mainland	NOUN
ajoaa-1649	102	16	and	and	CCONJ
ajoaa-1649	102	17	zanzibar	zanzibar	PROPN
ajoaa-1649	102	18	.	.	PUNCT
ajoaa-1649	103	1	based	base	VERB
ajoaa-1649	103	2	on	on	ADP
ajoaa-1649	103	3	the	the	DET
ajoaa-1649	103	4	fact	fact	NOUN
ajoaa-1649	103	5	that	that	SCONJ
ajoaa-1649	103	6	only	only	ADV
ajoaa-1649	103	7	few	few	ADJ
ajoaa-1649	103	8	large	large	ADJ
ajoaa-1649	103	9	scale	scale	NOUN
ajoaa-1649	103	10	farms	farm	NOUN
ajoaa-1649	103	11	were	be	AUX
ajoaa-1649	103	12	partially	partially	ADV
ajoaa-1649	103	13	covered	cover	VERB
ajoaa-1649	103	14	,	,	PUNCT
ajoaa-1649	103	15	this	this	DET
ajoaa-1649	103	16	study	study	NOUN
ajoaa-1649	103	17	covers	cover	VERB
ajoaa-1649	103	18	only	only	ADV
ajoaa-1649	103	19	smallholder	smallholder	NOUN
ajoaa-1649	103	20	farmers	farmer	NOUN
ajoaa-1649	103	21	in	in	ADP
ajoaa-1649	103	22	tabora	tabora	PROPN
ajoaa-1649	103	23	and	and	CCONJ
ajoaa-1649	103	24	ruvuma	ruvuma	PROPN
ajoaa-1649	103	25	who	who	PRON
ajoaa-1649	103	26	cultivate	cultivate	VERB
ajoaa-1649	103	27	an	an	DET
ajoaa-1649	103	28	average	average	NOUN
ajoaa-1649	103	29	of	of	ADP
ajoaa-1649	103	30	less	less	ADJ
ajoaa-1649	103	31	than	than	ADP
ajoaa-1649	103	32	3	3	NUM
ajoaa-1649	103	33	acres	acre	NOUN
ajoaa-1649	103	34	.	.	PUNCT
ajoaa-1649	104	1	this	this	DET
ajoaa-1649	104	2	study	study	NOUN
ajoaa-1649	104	3	focused	focus	VERB
ajoaa-1649	104	4	on	on	ADP
ajoaa-1649	104	5	2365	2365	NUM
ajoaa-1649	104	6	and	and	CCONJ
ajoaa-1649	104	7	1710	1710	NUM
ajoaa-1649	104	8	maize	maize	NOUN
ajoaa-1649	104	9	farming	farming	NOUN
ajoaa-1649	104	10	households	household	NOUN
ajoaa-1649	104	11	;	;	PUNCT
ajoaa-1649	104	12	randomly	randomly	ADV
ajoaa-1649	104	13	selected	select	VERB
ajoaa-1649	104	14	in	in	ADP
ajoaa-1649	104	15	tabora	tabora	PROPN
ajoaa-1649	104	16	and	and	CCONJ
ajoaa-1649	104	17	ruvuma	ruvuma	VERB
ajoaa-1649	104	18	regions	region	NOUN
ajoaa-1649	104	19	respectively	respectively	ADV
ajoaa-1649	104	20	.	.	PUNCT
ajoaa-1649	105	1	farming	farming	NOUN
ajoaa-1649	105	2	households	household	NOUN
ajoaa-1649	105	3	considered	consider	VERB
ajoaa-1649	105	4	in	in	ADP
ajoaa-1649	105	5	ruvuma	ruvuma	PROPN
ajoaa-1649	105	6	is	be	AUX
ajoaa-1649	105	7	less	less	ADJ
ajoaa-1649	105	8	in	in	ADP
ajoaa-1649	105	9	number	number	NOUN
ajoaa-1649	105	10	to	to	ADP
ajoaa-1649	105	11	that	that	PRON
ajoaa-1649	105	12	of	of	ADP
ajoaa-1649	105	13	tabora	tabora	PROPN
ajoaa-1649	105	14	for	for	ADP
ajoaa-1649	105	15	ruvuma	ruvuma	PROPN
ajoaa-1649	105	16	is	be	AUX
ajoaa-1649	105	17	taken	take	VERB
ajoaa-1649	105	18	as	as	ADP
ajoaa-1649	105	19	a	a	DET
ajoaa-1649	105	20	reference	reference	NOUN
ajoaa-1649	105	21	point	point	NOUN
ajoaa-1649	105	22	.	.	PUNCT
ajoaa-1649	106	1	its	its	PRON
ajoaa-1649	106	2	high	high	ADJ
ajoaa-1649	106	3	productions	production	NOUN
ajoaa-1649	106	4	over	over	ADP
ajoaa-1649	106	5	seasons	season	NOUN
ajoaa-1649	106	6	it	it	PRON
ajoaa-1649	106	7	gives	give	VERB
ajoaa-1649	106	8	chance	chance	NOUN
ajoaa-1649	106	9	to	to	PART
ajoaa-1649	106	10	assume	assume	VERB
ajoaa-1649	106	11	it	it	PRON
ajoaa-1649	106	12	also	also	ADV
ajoaa-1649	106	13	have	have	VERB
ajoaa-1649	106	14	high	high	ADJ
ajoaa-1649	106	15	level	level	NOUN
ajoaa-1649	106	16	of	of	ADP
ajoaa-1649	106	17	effective	effective	ADJ
ajoaa-1649	106	18	use	use	NOUN
ajoaa-1649	106	19	of	of	ADP
ajoaa-1649	106	20	inputs	input	NOUN
ajoaa-1649	106	21	available	available	ADJ
ajoaa-1649	106	22	.	.	PUNCT
ajoaa-1649	107	1	but	but	CCONJ
ajoaa-1649	107	2	,	,	PUNCT
ajoaa-1649	107	3	the	the	DET
ajoaa-1649	107	4	number	number	NOUN
ajoaa-1649	107	5	of	of	ADP
ajoaa-1649	107	6	observation	observation	NOUN
ajoaa-1649	107	7	is	be	AUX
ajoaa-1649	107	8	expected	expect	VERB
ajoaa-1649	107	9	to	to	PART
ajoaa-1649	107	10	decrease	decrease	VERB
ajoaa-1649	107	11	because	because	SCONJ
ajoaa-1649	107	12	farmers	farmer	NOUN
ajoaa-1649	107	13	with	with	ADP
ajoaa-1649	107	14	missing	miss	VERB
ajoaa-1649	107	15	information	information	NOUN
ajoaa-1649	107	16	and	and	CCONJ
ajoaa-1649	107	17	outliers	outlier	NOUN
ajoaa-1649	107	18	were	be	AUX
ajoaa-1649	107	19	eliminated	eliminate	VERB
ajoaa-1649	107	20	.	.	PUNCT
ajoaa-1649	108	1	4.3	4.3	NUM
ajoaa-1649	108	2	.	.	PUNCT
ajoaa-1649	108	3	economic	economic	ADJ
ajoaa-1649	108	4	model	model	NOUN
ajoaa-1649	108	5	4.3.1	4.3.1	X
ajoaa-1649	108	6	.	.	PUNCT
ajoaa-1649	108	7	theoretical	theoretical	ADJ
ajoaa-1649	108	8	specification	specification	NOUN
ajoaa-1649	108	9	of	of	ADP
ajoaa-1649	108	10	frontier	frontier	NOUN
ajoaa-1649	108	11	production	production	NOUN
ajoaa-1649	108	12	function	function	NOUN
ajoaa-1649	108	13	frontier	frontier	NOUN
ajoaa-1649	108	14	production	production	NOUN
ajoaa-1649	108	15	functions	function	NOUN
ajoaa-1649	108	16	are	be	AUX
ajoaa-1649	108	17	the	the	DET
ajoaa-1649	108	18	functions	function	NOUN
ajoaa-1649	108	19	that	that	PRON
ajoaa-1649	108	20	behave	behave	VERB
ajoaa-1649	108	21	similar	similar	ADJ
ajoaa-1649	108	22	to	to	ADP
ajoaa-1649	108	23	the	the	DET
ajoaa-1649	108	24	theory	theory	NOUN
ajoaa-1649	108	25	of	of	ADP
ajoaa-1649	108	26	production	production	NOUN
ajoaa-1649	108	27	and	and	CCONJ
ajoaa-1649	108	28	are	be	AUX
ajoaa-1649	108	29	estimated	estimate	VERB
ajoaa-1649	108	30	econometrically	econometrically	ADV
ajoaa-1649	108	31	to	to	PART
ajoaa-1649	108	32	portray	portray	VERB
ajoaa-1649	108	33	the	the	DET
ajoaa-1649	108	34	best	good	ADJ
ajoaa-1649	108	35	maximum	maximum	ADJ
ajoaa-1649	108	36	output	output	NOUN
ajoaa-1649	108	37	attainable	attainable	ADJ
ajoaa-1649	108	38	given	give	VERB
ajoaa-1649	108	39	the	the	DET
ajoaa-1649	108	40	resources	resource	NOUN
ajoaa-1649	108	41	available	available	ADJ
ajoaa-1649	108	42	to	to	ADP
ajoaa-1649	108	43	a	a	DET
ajoaa-1649	108	44	producer	producer	NOUN
ajoaa-1649	108	45	,	,	PUNCT
ajoaa-1649	108	46	(	(	PUNCT
ajoaa-1649	108	47	green	green	ADJ
ajoaa-1649	108	48	,	,	PUNCT
ajoaa-1649	108	49	2008	2008	NUM
ajoaa-1649	108	50	)	)	PUNCT
ajoaa-1649	108	51	.	.	PUNCT
ajoaa-1649	109	1	production	production	NOUN
ajoaa-1649	109	2	on	on	ADP
ajoaa-1649	109	3	the	the	DET
ajoaa-1649	109	4	frontier	frontier	NOUN
ajoaa-1649	109	5	is	be	AUX
ajoaa-1649	109	6	efficient	efficient	ADJ
ajoaa-1649	109	7	and	and	CCONJ
ajoaa-1649	109	8	divergent	divergent	ADJ
ajoaa-1649	109	9	of	of	ADP
ajoaa-1649	109	10	production	production	NOUN
ajoaa-1649	109	11	from	from	ADP
ajoaa-1649	109	12	the	the	DET
ajoaa-1649	109	13	production	production	NOUN
ajoaa-1649	109	14	efficient	efficient	ADJ
ajoaa-1649	109	15	curve	curve	NOUN
ajoaa-1649	109	16	implies	imply	VERB
ajoaa-1649	109	17	inefficient	inefficient	ADJ
ajoaa-1649	109	18	.	.	PUNCT
ajoaa-1649	110	1	frontier	frontier	NOUN
ajoaa-1649	110	2	functions	function	NOUN
ajoaa-1649	110	3	are	be	AUX
ajoaa-1649	110	4	useful	useful	ADJ
ajoaa-1649	110	5	in	in	ADP
ajoaa-1649	110	6	measuring	measure	VERB
ajoaa-1649	110	7	technical	technical	ADJ
ajoaa-1649	110	8	and	and	CCONJ
ajoaa-1649	110	9	allocative	allocative	ADJ
ajoaa-1649	110	10	efficiency	efficiency	NOUN
ajoaa-1649	110	11	in	in	ADP
ajoaa-1649	110	12	which	which	PRON
ajoaa-1649	110	13	their	their	PRON
ajoaa-1649	110	14	product	product	NOUN
ajoaa-1649	110	15	gives	give	VERB
ajoaa-1649	110	16	economic	economic	ADJ
ajoaa-1649	110	17	efficiency	efficiency	NOUN
ajoaa-1649	110	18	.	.	PUNCT
ajoaa-1649	111	1	technical	technical	ADJ
ajoaa-1649	111	2	efficiency	efficiency	NOUN
ajoaa-1649	111	3	describes	describe	VERB
ajoaa-1649	111	4	the	the	DET
ajoaa-1649	111	5	best	good	ADJ
ajoaa-1649	111	6	use	use	NOUN
ajoaa-1649	111	7	of	of	ADP
ajoaa-1649	111	8	available	available	ADJ
ajoaa-1649	111	9	inputs	input	NOUN
ajoaa-1649	111	10	for	for	ADP
ajoaa-1649	111	11	maximum	maximum	ADJ
ajoaa-1649	111	12	produces	produce	NOUN
ajoaa-1649	111	13	and	and	CCONJ
ajoaa-1649	111	14	the	the	DET
ajoaa-1649	111	15	allocative	allocative	ADJ
ajoaa-1649	111	16	efficiency	efficiency	NOUN
ajoaa-1649	111	17	concerned	concern	VERB
ajoaa-1649	111	18	with	with	ADP
ajoaa-1649	111	19	optimal	optimal	ADJ
ajoaa-1649	111	20	use	use	NOUN
ajoaa-1649	111	21	of	of	ADP
ajoaa-1649	111	22	inputs	input	NOUN
ajoaa-1649	111	23	in	in	ADP
ajoaa-1649	111	24	production	production	NOUN
ajoaa-1649	111	25	(	(	PUNCT
ajoaa-1649	111	26	mastromarco	mastromarco	NOUN
ajoaa-1649	111	27	,	,	PUNCT
ajoaa-1649	111	28	2008	2008	NUM
ajoaa-1649	111	29	)	)	PUNCT
ajoaa-1649	111	30	.	.	PUNCT
ajoaa-1649	112	1	furthermore	furthermore	ADV
ajoaa-1649	112	2	,	,	PUNCT
ajoaa-1649	112	3	frontier	frontier	NOUN
ajoaa-1649	112	4	function	function	NOUN
ajoaa-1649	112	5	is	be	AUX
ajoaa-1649	112	6	useful	useful	ADJ
ajoaa-1649	112	7	in	in	ADP
ajoaa-1649	112	8	understanding	understanding	NOUN
ajoaa-1649	112	9	and	and	CCONJ
ajoaa-1649	112	10	explaining	explain	VERB
ajoaa-1649	112	11	technical	technical	ADJ
ajoaa-1649	112	12	change	change	NOUN
ajoaa-1649	112	13	in	in	ADP
ajoaa-1649	112	14	the	the	DET
ajoaa-1649	112	15	production	production	NOUN
ajoaa-1649	112	16	process	process	NOUN
ajoaa-1649	112	17	føsund	føsund	NOUN
ajoaa-1649	112	18	and	and	CCONJ
ajoaa-1649	112	19	hjalmarsson	hjalmarsson	NOUN
ajoaa-1649	112	20	(	(	PUNCT
ajoaa-1649	112	21	1977	1977	NUM
ajoaa-1649	112	22	)	)	PUNCT
ajoaa-1649	112	23	.	.	PUNCT
ajoaa-1649	113	1	4.3.2	4.3.2	X
ajoaa-1649	113	2	.	.	PUNCT
ajoaa-1649	114	1	stochastic	stochastic	ADJ
ajoaa-1649	114	2	production	production	NOUN
ajoaa-1649	114	3	frontier	frontier	NOUN
ajoaa-1649	114	4	functions	function	NOUN
ajoaa-1649	114	5	stochastic	stochastic	ADJ
ajoaa-1649	114	6	production	production	NOUN
ajoaa-1649	114	7	frontier	frontier	NOUN
ajoaa-1649	114	8	function	function	NOUN
ajoaa-1649	114	9	was	be	AUX
ajoaa-1649	114	10	introduced	introduce	VERB
ajoaa-1649	114	11	by	by	ADP
ajoaa-1649	114	12	aigner	aigner	PROPN
ajoaa-1649	114	13	et	et	PROPN
ajoaa-1649	114	14	al	al	PROPN
ajoaa-1649	114	15	.	.	PROPN
ajoaa-1649	115	1	(	(	PUNCT
ajoaa-1649	115	2	1977	1977	NUM
ajoaa-1649	115	3	)	)	PUNCT
ajoaa-1649	115	4	and	and	CCONJ
ajoaa-1649	115	5	meeusen	meeusen	PROPN
ajoaa-1649	115	6	and	and	CCONJ
ajoaa-1649	115	7	van	van	PROPN
ajoaa-1649	115	8	den	den	PROPN
ajoaa-1649	115	9	broeck	broeck	NOUN
ajoaa-1649	115	10	(	(	PUNCT
ajoaa-1649	115	11	1977	1977	NUM
ajoaa-1649	115	12	)	)	PUNCT
ajoaa-1649	115	13	.	.	PUNCT
ajoaa-1649	116	1	stochastic	stochastic	ADJ
ajoaa-1649	116	2	frontier	frontier	NOUN
ajoaa-1649	116	3	function	function	NOUN
ajoaa-1649	116	4	is	be	AUX
ajoaa-1649	116	5	more	more	ADV
ajoaa-1649	116	6	applicable	applicable	ADJ
ajoaa-1649	116	7	and	and	CCONJ
ajoaa-1649	116	8	acceptable	acceptable	ADJ
ajoaa-1649	116	9	to	to	ADP
ajoaa-1649	116	10	deterministic	deterministic	ADJ
ajoaa-1649	116	11	frontier	frontier	NOUN
ajoaa-1649	116	12	function	function	NOUN
ajoaa-1649	116	13	initiated	initiate	VERB
ajoaa-1649	116	14	by	by	ADP
ajoaa-1649	116	15	farrell	farrell	PROPN
ajoaa-1649	116	16	(	(	PUNCT
ajoaa-1649	116	17	1957	1957	NUM
ajoaa-1649	116	18	)	)	PUNCT
ajoaa-1649	116	19	and	and	CCONJ
ajoaa-1649	116	20	aigner	aigner	NOUN
ajoaa-1649	116	21	and	and	CCONJ
ajoaa-1649	116	22	chu	chu	PROPN
ajoaa-1649	116	23	(	(	PUNCT
ajoaa-1649	116	24	1968	1968	NUM
ajoaa-1649	116	25	)	)	PUNCT
ajoaa-1649	116	26	for	for	ADP
ajoaa-1649	116	27	it	it	PRON
ajoaa-1649	116	28	is	be	AUX
ajoaa-1649	116	29	useful	useful	ADJ
ajoaa-1649	116	30	in	in	ADP
ajoaa-1649	116	31	judging	judge	VERB
ajoaa-1649	116	32	how	how	SCONJ
ajoaa-1649	116	33	efficiently	efficiently	ADV
ajoaa-1649	116	34	the	the	DET
ajoaa-1649	116	35	technology	technology	NOUN
ajoaa-1649	116	36	available	available	ADJ
ajoaa-1649	116	37	is	be	AUX
ajoaa-1649	116	38	used	use	VERB
ajoaa-1649	116	39	.	.	PUNCT
ajoaa-1649	117	1	it	it	PRON
ajoaa-1649	117	2	include	include	VERB
ajoaa-1649	117	3	factors	factor	NOUN
ajoaa-1649	117	4	outside	outside	ADP
ajoaa-1649	117	5	control	control	NOUN
ajoaa-1649	117	6	of	of	ADP
ajoaa-1649	117	7	the	the	DET
ajoaa-1649	117	8	producer	producer	NOUN
ajoaa-1649	117	9	and	and	CCONJ
ajoaa-1649	117	10	those	those	PRON
ajoaa-1649	117	11	that	that	PRON
ajoaa-1649	117	12	can	can	AUX
ajoaa-1649	117	13	be	be	AUX
ajoaa-1649	117	14	controlled	control	VERB
ajoaa-1649	117	15	by	by	ADP
ajoaa-1649	117	16	the	the	DET
ajoaa-1649	117	17	producer	producer	NOUN
ajoaa-1649	117	18	,	,	PUNCT
ajoaa-1649	117	19	thus	thus	ADV
ajoaa-1649	117	20	,	,	PUNCT
ajoaa-1649	117	21	preferred	prefer	VERB
ajoaa-1649	117	22	by	by	ADP
ajoaa-1649	117	23	allowing	allow	VERB
ajoaa-1649	117	24	variation	variation	NOUN
ajoaa-1649	117	25	across	across	ADP
ajoaa-1649	117	26	firms	firm	NOUN
ajoaa-1649	117	27	to	to	PART
ajoaa-1649	117	28	be	be	AUX
ajoaa-1649	117	29	influenced	influence	VERB
ajoaa-1649	117	30	by	by	ADP
ajoaa-1649	117	31	both	both	DET
ajoaa-1649	117	32	factors	factor	NOUN
ajoaa-1649	117	33	(	(	PUNCT
ajoaa-1649	117	34	wan	wan	PROPN
ajoaa-1649	117	35	and	and	CCONJ
ajoaa-1649	117	36	battese	battese	PROPN
ajoaa-1649	117	37	,	,	PUNCT
ajoaa-1649	117	38	1992	1992	NUM
ajoaa-1649	117	39	)	)	PUNCT
ajoaa-1649	117	40	and	and	CCONJ
ajoaa-1649	117	41	(	(	PUNCT
ajoaa-1649	117	42	schmidt	schmidt	NOUN
ajoaa-1649	117	43	and	and	CCONJ
ajoaa-1649	117	44	lovell	lovell	PROPN
ajoaa-1649	117	45	,	,	PUNCT
ajoaa-1649	117	46	1979	1979	NUM
ajoaa-1649	117	47	)	)	PUNCT
ajoaa-1649	117	48	.	.	PUNCT
ajoaa-1649	118	1	4.3.3	4.3.3	X
ajoaa-1649	118	2	.	.	PUNCT
ajoaa-1649	118	3	technical	technical	ADJ
ajoaa-1649	118	4	efficiency	efficiency	NOUN
ajoaa-1649	118	5	with	with	ADP
ajoaa-1649	118	6	stochastic	stochastic	ADJ
ajoaa-1649	118	7	and	and	CCONJ
ajoaa-1649	118	8	deterministic	deterministic	ADJ
ajoaa-1649	118	9	frontier	frontier	NOUN
ajoaa-1649	118	10	functions	function	NOUN
ajoaa-1649	118	11	both	both	CCONJ
ajoaa-1649	118	12	stochastic	stochastic	ADJ
ajoaa-1649	118	13	and	and	CCONJ
ajoaa-1649	118	14	deterministic	deterministic	ADJ
ajoaa-1649	118	15	frontier	frontier	NOUN
ajoaa-1649	118	16	can	can	AUX
ajoaa-1649	118	17	be	be	AUX
ajoaa-1649	118	18	used	use	VERB
ajoaa-1649	118	19	to	to	PART
ajoaa-1649	118	20	estimate	estimate	VERB
ajoaa-1649	118	21	technical	technical	ADJ
ajoaa-1649	118	22	efficiency	efficiency	NOUN
ajoaa-1649	118	23	but	but	CCONJ
ajoaa-1649	118	24	stochastic	stochastic	ADJ
ajoaa-1649	118	25	frontier	frontier	NOUN
ajoaa-1649	118	26	is	be	AUX
ajoaa-1649	118	27	more	more	ADV
ajoaa-1649	118	28	accepted	accepted	ADJ
ajoaa-1649	118	29	because	because	SCONJ
ajoaa-1649	118	30	it	it	PRON
ajoaa-1649	118	31	takes	take	VERB
ajoaa-1649	118	32	to	to	PART
ajoaa-1649	118	33	account	account	VERB
ajoaa-1649	118	34	symmetric	symmetric	ADJ
ajoaa-1649	118	35	error	error	NOUN
ajoaa-1649	118	36	which	which	PRON
ajoaa-1649	118	37	is	be	AUX
ajoaa-1649	118	38	neglected	neglect	VERB
ajoaa-1649	118	39	in	in	ADP
ajoaa-1649	118	40	deterministic	deterministic	ADJ
ajoaa-1649	118	41	frontier	frontier	NOUN
ajoaa-1649	118	42	.	.	PUNCT
ajoaa-1649	119	1	only	only	ADV
ajoaa-1649	119	2	technological	technological	ADJ
ajoaa-1649	119	3	inefficiency	inefficiency	NOUN
ajoaa-1649	119	4	is	be	AUX
ajoaa-1649	119	5	considered	consider	VERB
ajoaa-1649	119	6	in	in	ADP
ajoaa-1649	119	7	deterministic	deterministic	ADJ
ajoaa-1649	119	8	frontier	frontier	NOUN
ajoaa-1649	119	9	function	function	NOUN
ajoaa-1649	119	10	,	,	PUNCT
ajoaa-1649	119	11	thus	thus	ADV
ajoaa-1649	119	12	,	,	PUNCT
ajoaa-1649	119	13	𝑦𝑖	𝑦𝑖	PROPN
ajoaa-1649	119	14	=	=	PUNCT
ajoaa-1649	119	15	𝑓(𝑋𝑖	𝑓(𝑋𝑖	PROPN
ajoaa-1649	119	16	;	;	PUNCT
ajoaa-1649	119	17	𝛽	𝛽	NOUN
ajoaa-1649	119	18	)	)	PUNCT
ajoaa-1649	119	19	,	,	PUNCT
ajoaa-1649	119	20	when	when	SCONJ
ajoaa-1649	119	21	estimated	estimate	VERB
ajoaa-1649	119	22	becomes	become	VERB
ajoaa-1649	119	23	𝑦𝑖	𝑦𝑖	PROPN
ajoaa-1649	119	24	=	=	PUNCT
ajoaa-1649	119	25	𝑓(𝑋𝑖	𝑓(𝑋𝑖	NOUN
ajoaa-1649	119	26	;	;	PUNCT
ajoaa-1649	119	27	𝛽)𝑇𝐸𝑖	𝛽)𝑇𝐸𝑖	NOUN
ajoaa-1649	119	28	,	,	PUNCT
ajoaa-1649	119	29	where	where	SCONJ
ajoaa-1649	119	30	𝑦𝑖	𝑦𝑖	PROPN
ajoaa-1649	119	31	is	be	AUX
ajoaa-1649	119	32	producer𝑖	producer𝑖	NOUN
ajoaa-1649	119	33	’s	’s	PART
ajoaa-1649	119	34	output	output	NOUN
ajoaa-1649	119	35	,	,	PUNCT
ajoaa-1649	119	36	𝑓(𝑋𝑖	𝑓(𝑋𝑖	NUM
ajoaa-1649	119	37	;	;	PUNCT
ajoaa-1649	119	38	𝛽	𝛽	X
ajoaa-1649	119	39	)	)	PUNCT
ajoaa-1649	119	40	is	be	AUX
ajoaa-1649	119	41	deterministic	deterministic	ADJ
ajoaa-1649	119	42	part	part	NOUN
ajoaa-1649	119	43	and	and	CCONJ
ajoaa-1649	119	44	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	119	45	being	be	AUX
ajoaa-1649	119	46	producer	producer	NOUN
ajoaa-1649	119	47	𝑖	𝑖	SYM
ajoaa-1649	119	48	’s	’s	NOUN
ajoaa-1649	119	49	technical	technical	ADJ
ajoaa-1649	119	50	efficiency	efficiency	NOUN
ajoaa-1649	119	51	as	as	ADP
ajoaa-1649	119	52	the	the	DET
ajoaa-1649	119	53	ratio	ratio	NOUN
ajoaa-1649	119	54	of	of	ADP
ajoaa-1649	119	55	observed	observed	ADJ
ajoaa-1649	119	56	output	output	NOUN
ajoaa-1649	119	57	to	to	ADP
ajoaa-1649	119	58	maximum	maximum	ADJ
ajoaa-1649	119	59	possible	possible	ADJ
ajoaa-1649	119	60	output	output	NOUN
ajoaa-1649	119	61	,	,	PUNCT
ajoaa-1649	119	62	that	that	PRON
ajoaa-1649	119	63	is	be	AUX
ajoaa-1649	119	64	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	119	65	=	=	SYM
ajoaa-1649	119	66	𝑦𝑖	𝑦𝑖	NUM
ajoaa-1649	119	67	𝑓(𝑋𝑖;𝛽	𝑓(𝑋𝑖;𝛽	NUM
ajoaa-1649	119	68	)	)	PUNCT
ajoaa-1649	119	69	.	.	PUNCT
ajoaa-1649	120	1	maximum	maximum	ADJ
ajoaa-1649	120	2	output	output	NOUN
ajoaa-1649	120	3	is	be	AUX
ajoaa-1649	120	4	achieved	achieve	VERB
ajoaa-1649	120	5	when𝑇𝐸𝑖	when𝑇𝐸𝑖	NOUN
ajoaa-1649	120	6	=	=	SYM
ajoaa-1649	120	7	1	1	NUM
ajoaa-1649	120	8	,	,	PUNCT
ajoaa-1649	120	9	and𝑇𝐸𝑖	and𝑇𝐸𝑖	PROPN
ajoaa-1649	120	10	<	<	X
ajoaa-1649	120	11	1	1	NUM
ajoaa-1649	120	12	indicatesweakness	indicatesweakness	NOUN
ajoaa-1649	120	13	of	of	ADP
ajoaa-1649	120	14	the	the	DET
ajoaa-1649	120	15	producer	producer	NOUN
ajoaa-1649	120	16	to	to	PART
ajoaa-1649	120	17	efficiently	efficiently	ADV
ajoaa-1649	120	18	use	use	VERB
ajoaa-1649	120	19	the	the	DET
ajoaa-1649	120	20	technology	technology	NOUN
ajoaa-1649	120	21	and	and	CCONJ
ajoaa-1649	120	22	inputs	input	NOUN
ajoaa-1649	120	23	available	available	ADJ
ajoaa-1649	120	24	to	to	PART
ajoaa-1649	120	25	produce	produce	VERB
ajoaa-1649	120	26	potential	potential	ADJ
ajoaa-1649	120	27	output	output	NOUN
ajoaa-1649	120	28	on	on	ADP
ajoaa-1649	120	29	the	the	DET
ajoaa-1649	120	30	frontier	frontier	NOUN
ajoaa-1649	120	31	.	.	PUNCT
ajoaa-1649	121	1	asian	asian	ADJ
ajoaa-1649	121	2	journal	journal	PROPN
ajoaa-1649	121	3	of	of	ADP
ajoaa-1649	121	4	agriculture	agriculture	NOUN
ajoaa-1649	121	5	and	and	CCONJ
ajoaa-1649	121	6	rural	rural	ADJ
ajoaa-1649	121	7	development	development	NOUN
ajoaa-1649	121	8	,	,	PUNCT
ajoaa-1649	121	9	7(9)2017	7(9)2017	NUM
ajoaa-1649	121	10	:	:	PUNCT
ajoaa-1649	121	11	180	180	NUM
ajoaa-1649	121	12	-	-	SYM
ajoaa-1649	121	13	197	197	NUM
ajoaa-1649	121	14	186	186	NUM
ajoaa-1649	121	15	on	on	ADP
ajoaa-1649	121	16	the	the	DET
ajoaa-1649	121	17	other	other	ADJ
ajoaa-1649	121	18	hand	hand	NOUN
ajoaa-1649	121	19	,	,	PUNCT
ajoaa-1649	121	20	stochastic	stochastic	ADJ
ajoaa-1649	121	21	frontier	frontier	NOUN
ajoaa-1649	121	22	production	production	NOUN
ajoaa-1649	121	23	function	function	NOUN
ajoaa-1649	121	24	that	that	PRON
ajoaa-1649	121	25	takes	take	VERB
ajoaa-1649	121	26	to	to	PART
ajoaa-1649	121	27	account	account	VERB
ajoaa-1649	121	28	both	both	PRON
ajoaa-1649	121	29	technical	technical	ADJ
ajoaa-1649	121	30	inefficiency	inefficiency	NOUN
ajoaa-1649	121	31	and	and	CCONJ
ajoaa-1649	121	32	symmetric	symmetric	ADJ
ajoaa-1649	121	33	errors	error	NOUN
ajoaa-1649	121	34	in	in	ADP
ajoaa-1649	121	35	the	the	DET
ajoaa-1649	121	36	production	production	NOUN
ajoaa-1649	121	37	process	process	NOUN
ajoaa-1649	121	38	is	be	AUX
ajoaa-1649	121	39	given	give	VERB
ajoaa-1649	121	40	by	by	ADP
ajoaa-1649	121	41	𝑦𝑖	𝑦𝑖	PROPN
ajoaa-1649	121	42	=	=	PUNCT
ajoaa-1649	121	43	𝑓(𝑋𝑖	𝑓(𝑋𝑖	NOUN
ajoaa-1649	121	44	;	;	PUNCT
ajoaa-1649	121	45	𝛽)exp	𝛽)exp	NOUN
ajoaa-1649	121	46	(	(	PUNCT
ajoaa-1649	121	47	𝑣𝑖)𝑇𝐸𝑖	𝑣𝑖)𝑇𝐸𝑖	PROPN
ajoaa-1649	121	48	,	,	PUNCT
ajoaa-1649	121	49	where	where	SCONJ
ajoaa-1649	121	50	,	,	PUNCT
ajoaa-1649	121	51	𝑓(𝑋𝑖	𝑓(𝑋𝑖	NOUN
ajoaa-1649	121	52	;	;	PUNCT
ajoaa-1649	121	53	𝛽	𝛽	NOUN
ajoaa-1649	121	54	)	)	PUNCT
ajoaa-1649	121	55	exp(𝑣𝑖	exp(𝑣𝑖	NUM
ajoaa-1649	121	56	)	)	PUNCT
ajoaa-1649	121	57	is	be	AUX
ajoaa-1649	121	58	the	the	DET
ajoaa-1649	121	59	stochastic	stochastic	ADJ
ajoaa-1649	121	60	part	part	NOUN
ajoaa-1649	121	61	that	that	PRON
ajoaa-1649	121	62	is	be	AUX
ajoaa-1649	121	63	made	make	VERB
ajoaa-1649	121	64	up	up	ADP
ajoaa-1649	121	65	of	of	ADP
ajoaa-1649	121	66	deterministic	deterministic	ADJ
ajoaa-1649	121	67	part	part	NOUN
ajoaa-1649	121	68	𝑓(𝑋𝑖	𝑓(𝑋𝑖	NOUN
ajoaa-1649	121	69	;	;	PUNCT
ajoaa-1649	121	70	𝛽	𝛽	NOUN
ajoaa-1649	121	71	)	)	PUNCT
ajoaa-1649	121	72	and	and	CCONJ
ajoaa-1649	121	73	symmetric	symmetric	ADJ
ajoaa-1649	121	74	error	error	NOUN
ajoaa-1649	121	75	exp(𝑣𝑖	exp(𝑣𝑖	NOUN
ajoaa-1649	121	76	)	)	PUNCT
ajoaa-1649	121	77	that	that	PRON
ajoaa-1649	121	78	captures	capture	VERB
ajoaa-1649	121	79	factors	factor	NOUN
ajoaa-1649	121	80	outside	outside	ADP
ajoaa-1649	121	81	control	control	NOUN
ajoaa-1649	121	82	of	of	ADP
ajoaa-1649	121	83	producer	producer	NOUN
ajoaa-1649	121	84	.	.	PUNCT
ajoaa-1649	122	1	estimated	estimate	VERB
ajoaa-1649	122	2	technical	technical	ADJ
ajoaa-1649	122	3	efficiency	efficiency	NOUN
ajoaa-1649	122	4	is𝑇𝐸𝑖	is𝑇𝐸𝑖	NOUN
ajoaa-1649	122	5	=	=	SYM
ajoaa-1649	122	6	𝑦𝑖	𝑦𝑖	PROPN
ajoaa-1649	122	7	𝑓(𝑋𝑖;𝛽	𝑓(𝑋𝑖;𝛽	NUM
ajoaa-1649	122	8	)	)	PUNCT
ajoaa-1649	122	9	exp(𝑣𝑖	exp(𝑣𝑖	NUM
ajoaa-1649	122	10	)	)	PUNCT
ajoaa-1649	122	11	.	.	PUNCT
ajoaa-1649	123	1	maximum	maximum	ADJ
ajoaa-1649	123	2	output	output	NOUN
ajoaa-1649	123	3	is	be	AUX
ajoaa-1649	123	4	achieved	achieve	VERB
ajoaa-1649	123	5	when	when	SCONJ
ajoaa-1649	123	6	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	123	7	=	=	SYM
ajoaa-1649	123	8	1and	1and	NUM
ajoaa-1649	123	9	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	123	10	<	<	X
ajoaa-1649	123	11	1	1	NUM
ajoaa-1649	123	12	implies	imply	VERB
ajoaa-1649	123	13	thatoutput	thatoutput	ADJ
ajoaa-1649	123	14	fall	fall	NOUN
ajoaa-1649	123	15	below	below	ADP
ajoaa-1649	123	16	the	the	DET
ajoaa-1649	123	17	potential	potential	NOUN
ajoaa-1649	123	18	;	;	PUNCT
ajoaa-1649	123	19	this	this	PRON
ajoaa-1649	123	20	is	be	AUX
ajoaa-1649	123	21	influenced	influence	VERB
ajoaa-1649	123	22	by	by	ADP
ajoaa-1649	123	23	both	both	CCONJ
ajoaa-1649	123	24	inefficiency	inefficiency	NOUN
ajoaa-1649	123	25	and	and	CCONJ
ajoaa-1649	123	26	symmetric	symmetric	ADJ
ajoaa-1649	123	27	errors	error	NOUN
ajoaa-1649	123	28	that	that	PRON
ajoaa-1649	123	29	are	be	AUX
ajoaa-1649	123	30	beyond	beyond	ADP
ajoaa-1649	123	31	farmers	farmer	NOUN
ajoaa-1649	123	32	’	'	PUNCT
ajoaa-1649	123	33	control	control	NOUN
ajoaa-1649	123	34	ability	ability	NOUN
ajoaa-1649	123	35	(	(	PUNCT
ajoaa-1649	123	36	mastromarco	mastromarco	NOUN
ajoaa-1649	123	37	,	,	PUNCT
ajoaa-1649	123	38	2008	2008	NUM
ajoaa-1649	123	39	)	)	PUNCT
ajoaa-1649	123	40	.	.	PUNCT
ajoaa-1649	124	1	4.3.4	4.3.4	X
ajoaa-1649	124	2	.	.	PUNCT
ajoaa-1649	125	1	theoretical	theoretical	ADJ
ajoaa-1649	125	2	specification	specification	NOUN
ajoaa-1649	125	3	of	of	ADP
ajoaa-1649	125	4	stochastic	stochastic	ADJ
ajoaa-1649	125	5	and	and	CCONJ
ajoaa-1649	125	6	technical	technical	ADJ
ajoaa-1649	125	7	inefficiency	inefficiency	NOUN
ajoaa-1649	125	8	models	model	NOUN
ajoaa-1649	125	9	input	input	NOUN
ajoaa-1649	125	10	-	-	PUNCT
ajoaa-1649	125	11	output	output	NOUN
ajoaa-1649	125	12	points	point	NOUN
ajoaa-1649	125	13	on	on	ADP
ajoaa-1649	125	14	the	the	DET
ajoaa-1649	125	15	technically	technically	ADV
ajoaa-1649	125	16	efficient	efficient	ADJ
ajoaa-1649	125	17	curve	curve	NOUN
ajoaa-1649	125	18	describes	describe	VERB
ajoaa-1649	125	19	the	the	DET
ajoaa-1649	125	20	production	production	NOUN
ajoaa-1649	125	21	frontier	frontier	NOUN
ajoaa-1649	125	22	,	,	PUNCT
ajoaa-1649	125	23	thus	thus	ADV
ajoaa-1649	125	24	,	,	PUNCT
ajoaa-1649	125	25	farmers	farmer	NOUN
ajoaa-1649	125	26	’	'	PUNCT
ajoaa-1649	125	27	observed	observe	VERB
ajoaa-1649	125	28	input	input	NOUN
ajoaa-1649	125	29	-	-	PUNCT
ajoaa-1649	125	30	output	output	NOUN
ajoaa-1649	125	31	combination	combination	NOUN
ajoaa-1649	125	32	provides	provide	VERB
ajoaa-1649	125	33	information	information	NOUN
ajoaa-1649	125	34	required	require	VERB
ajoaa-1649	125	35	for	for	ADP
ajoaa-1649	125	36	measuring	measure	VERB
ajoaa-1649	125	37	technical	technical	ADJ
ajoaa-1649	125	38	efficiency	efficiency	NOUN
ajoaa-1649	125	39	(	(	PUNCT
ajoaa-1649	125	40	pitt	pitt	PROPN
ajoaa-1649	125	41	and	and	CCONJ
ajoaa-1649	125	42	lee	lee	PROPN
ajoaa-1649	125	43	,	,	PUNCT
ajoaa-1649	125	44	1981	1981	NUM
ajoaa-1649	125	45	)	)	PUNCT
ajoaa-1649	125	46	.	.	PUNCT
ajoaa-1649	126	1	the	the	DET
ajoaa-1649	126	2	frontier	frontier	NOUN
ajoaa-1649	126	3	production	production	NOUN
ajoaa-1649	126	4	function	function	NOUN
ajoaa-1649	126	5	which	which	PRON
ajoaa-1649	126	6	is	be	AUX
ajoaa-1649	126	7	econometrically	econometrically	ADV
ajoaa-1649	126	8	estimated	estimate	VERB
ajoaa-1649	126	9	is	be	AUX
ajoaa-1649	126	10	considered	consider	VERB
ajoaa-1649	126	11	,	,	PUNCT
ajoaa-1649	126	12	and	and	CCONJ
ajoaa-1649	126	13	given	give	VERB
ajoaa-1649	126	14	by	by	ADP
ajoaa-1649	126	15	;	;	PUNCT
ajoaa-1649	126	16	𝑞𝑖	𝑞𝑖	NOUN
ajoaa-1649	126	17	∗	∗	NOUN
ajoaa-1649	126	18	=	=	PUNCT
ajoaa-1649	126	19	𝑓(𝑥𝑖	𝑓(𝑥𝑖	PROPN
ajoaa-1649	126	20	;	;	PUNCT
ajoaa-1649	126	21	𝛽	𝛽	X
ajoaa-1649	126	22	)	)	PUNCT
ajoaa-1649	126	23	exp	exp	NOUN
ajoaa-1649	126	24	(	(	PUNCT
ajoaa-1649	126	25	휀𝑖	휀𝑖	PROPN
ajoaa-1649	126	26	)	)	PUNCT
ajoaa-1649	126	27	…	…	PUNCT
ajoaa-1649	126	28	…	…	PUNCT
ajoaa-1649	126	29	…	…	PUNCT
ajoaa-1649	126	30	…	…	PUNCT
ajoaa-1649	126	31	……	……	NOUN
ajoaa-1649	126	32	……	……	NOUN
ajoaa-1649	126	33	..	..	PUNCT
ajoaa-1649	126	34	(	(	PUNCT
ajoaa-1649	126	35	1	1	X
ajoaa-1649	126	36	)	)	PUNCT
ajoaa-1649	126	37	where	where	SCONJ
ajoaa-1649	126	38	𝑞𝑖	𝑞𝑖	PROPN
ajoaa-1649	126	39	∗	∗	NOUN
ajoaa-1649	126	40	stands	stand	VERB
ajoaa-1649	126	41	for	for	ADP
ajoaa-1649	126	42	observed	observed	ADJ
ajoaa-1649	126	43	output	output	NOUN
ajoaa-1649	126	44	level	level	NOUN
ajoaa-1649	126	45	of	of	ADP
ajoaa-1649	126	46	the	the	DET
ajoaa-1649	126	47	farmer𝑖	farmer𝑖	NOUN
ajoaa-1649	126	48	,	,	PUNCT
ajoaa-1649	126	49	𝑖	𝑖	NOUN
ajoaa-1649	126	50	=	=	SYM
ajoaa-1649	126	51	1	1	NUM
ajoaa-1649	126	52	,	,	PUNCT
ajoaa-1649	126	53	2	2	NUM
ajoaa-1649	126	54	,	,	PUNCT
ajoaa-1649	126	55	…	…	PUNCT
ajoaa-1649	126	56	.	.	PUNCT
ajoaa-1649	127	1	𝑁	𝑁	NOUN
ajoaa-1649	127	2	,	,	PUNCT
ajoaa-1649	127	3	𝑥𝑖	𝑥𝑖	PROPN
ajoaa-1649	127	4	is	be	AUX
ajoaa-1649	127	5	the	the	DET
ajoaa-1649	127	6	vector	vector	NOUN
ajoaa-1649	127	7	of	of	ADP
ajoaa-1649	127	8	input	input	NOUN
ajoaa-1649	127	9	quantities	quantity	NOUN
ajoaa-1649	127	10	used	use	VERB
ajoaa-1649	127	11	by	by	ADP
ajoaa-1649	127	12	the	the	DET
ajoaa-1649	127	13	farmer𝑖	farmer𝑖	NOUN
ajoaa-1649	127	14	,	,	PUNCT
ajoaa-1649	127	15	𝛽	𝛽	NOUN
ajoaa-1649	127	16	is	be	AUX
ajoaa-1649	127	17	a	a	DET
ajoaa-1649	127	18	vector	vector	NOUN
ajoaa-1649	127	19	of	of	ADP
ajoaa-1649	127	20	unknown	unknown	ADJ
ajoaa-1649	127	21	parameters	parameter	NOUN
ajoaa-1649	127	22	to	to	PART
ajoaa-1649	127	23	be	be	AUX
ajoaa-1649	127	24	estimated	estimate	VERB
ajoaa-1649	127	25	,	,	PUNCT
ajoaa-1649	127	26	and	and	CCONJ
ajoaa-1649	127	27	휀𝑖	휀𝑖	ADV
ajoaa-1649	127	28	is	be	AUX
ajoaa-1649	127	29	a	a	DET
ajoaa-1649	127	30	composed	compose	VERB
ajoaa-1649	127	31	error	error	NOUN
ajoaa-1649	127	32	to	to	ADP
ajoaa-1649	127	33	farmer	farmer	PROPN
ajoaa-1649	127	34	𝑖	𝑖	PROPN
ajoaa-1649	127	35	which	which	PRON
ajoaa-1649	127	36	is	be	AUX
ajoaa-1649	127	37	made	make	VERB
ajoaa-1649	127	38	by	by	ADP
ajoaa-1649	127	39	two	two	NUM
ajoaa-1649	127	40	components	component	NOUN
ajoaa-1649	127	41	𝑣𝑖𝑎𝑛𝑑𝑢𝑖	𝑣𝑖𝑎𝑛𝑑𝑢𝑖	NOUN
ajoaa-1649	127	42	thus	thus	ADV
ajoaa-1649	127	43	,	,	PUNCT
ajoaa-1649	127	44	휀𝑖	휀𝑖	PROPN
ajoaa-1649	127	45	=	=	PUNCT
ajoaa-1649	127	46	𝑣𝑖	𝑣𝑖	ADP
ajoaa-1649	127	47	−	−	PROPN
ajoaa-1649	127	48	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	127	49	(	(	PUNCT
ajoaa-1649	127	50	jandrow	jandrow	PROPN
ajoaa-1649	127	51	et	et	PROPN
ajoaa-1649	127	52	al	al	PROPN
ajoaa-1649	127	53	.	.	PROPN
ajoaa-1649	127	54	,	,	PUNCT
ajoaa-1649	127	55	1982	1982	NUM
ajoaa-1649	127	56	)	)	PUNCT
ajoaa-1649	127	57	.	.	PUNCT
ajoaa-1649	128	1	furthermore	furthermore	ADV
ajoaa-1649	128	2	,	,	PUNCT
ajoaa-1649	128	3	𝑣𝑖	𝑣𝑖	ADV
ajoaa-1649	128	4	is	be	AUX
ajoaa-1649	128	5	a	a	DET
ajoaa-1649	128	6	symmetric	symmetric	ADJ
ajoaa-1649	128	7	error	error	NOUN
ajoaa-1649	128	8	which	which	PRON
ajoaa-1649	128	9	accounts	account	VERB
ajoaa-1649	128	10	for	for	ADP
ajoaa-1649	128	11	factors	factor	NOUN
ajoaa-1649	128	12	beyond	beyond	ADP
ajoaa-1649	128	13	control	control	NOUN
ajoaa-1649	128	14	of	of	ADP
ajoaa-1649	128	15	the	the	DET
ajoaa-1649	128	16	farmer	farmer	NOUN
ajoaa-1649	128	17	like	like	ADP
ajoaa-1649	128	18	weather	weather	NOUN
ajoaa-1649	128	19	,	,	PUNCT
ajoaa-1649	128	20	and	and	CCONJ
ajoaa-1649	128	21	is	be	AUX
ajoaa-1649	128	22	assumed	assume	VERB
ajoaa-1649	128	23	to	to	PART
ajoaa-1649	128	24	be	be	AUX
ajoaa-1649	128	25	independently	independently	ADV
ajoaa-1649	128	26	and	and	CCONJ
ajoaa-1649	128	27	identically	identically	ADV
ajoaa-1649	128	28	distributed	distribute	VERB
ajoaa-1649	128	29	as	as	ADP
ajoaa-1649	128	30	n	n	PROPN
ajoaa-1649	128	31	(	(	PUNCT
ajoaa-1649	128	32	0,𝜎𝑣	0,𝜎𝑣	NOUN
ajoaa-1649	128	33	2	2	NUM
ajoaa-1649	128	34	)	)	PUNCT
ajoaa-1649	128	35	,	,	PUNCT
ajoaa-1649	128	36	and	and	CCONJ
ajoaa-1649	128	37	𝑢𝑖	𝑢𝑖	PRON
ajoaa-1649	128	38	is	be	AUX
ajoaa-1649	128	39	the	the	DET
ajoaa-1649	128	40	non	non	ADJ
ajoaa-1649	128	41	-	-	ADJ
ajoaa-1649	128	42	negative	negative	ADJ
ajoaa-1649	128	43	random	random	ADJ
ajoaa-1649	128	44	variable	variable	NOUN
ajoaa-1649	128	45	that	that	PRON
ajoaa-1649	128	46	stands	stand	VERB
ajoaa-1649	128	47	for	for	ADP
ajoaa-1649	128	48	technical	technical	ADJ
ajoaa-1649	128	49	inefficiency	inefficiency	NOUN
ajoaa-1649	128	50	.	.	PUNCT
ajoaa-1649	129	1	in	in	ADP
ajoaa-1649	129	2	this	this	DET
ajoaa-1649	129	3	study	study	NOUN
ajoaa-1649	129	4	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	129	5	follows	follow	VERB
ajoaa-1649	129	6	half	half	NOUN
ajoaa-1649	129	7	normal	normal	ADJ
ajoaa-1649	129	8	distribution	distribution	NOUN
ajoaa-1649	129	9	n	n	CCONJ
ajoaa-1649	129	10	(	(	PUNCT
ajoaa-1649	129	11	0,𝜎𝑢	0,𝜎𝑢	NOUN
ajoaa-1649	129	12	2	2	NUM
ajoaa-1649	129	13	)	)	PUNCT
ajoaa-1649	129	14	,	,	PUNCT
ajoaa-1649	129	15	though	though	SCONJ
ajoaa-1649	129	16	can	can	AUX
ajoaa-1649	129	17	also	also	ADV
ajoaa-1649	129	18	follow	follow	VERB
ajoaa-1649	129	19	exponential	exponential	NOUN
ajoaa-1649	129	20	or	or	CCONJ
ajoaa-1649	129	21	truncated	truncated	ADJ
ajoaa-1649	129	22	-	-	PUNCT
ajoaa-1649	129	23	normal	normal	ADJ
ajoaa-1649	129	24	distribution	distribution	NOUN
ajoaa-1649	129	25	.	.	PUNCT
ajoaa-1649	130	1	the	the	DET
ajoaa-1649	130	2	maximum	maximum	ADJ
ajoaa-1649	130	3	likelihood	likelihood	NOUN
ajoaa-1649	130	4	estimation	estimation	NOUN
ajoaa-1649	130	5	(	(	PUNCT
ajoaa-1649	130	6	mle	mle	PROPN
ajoaa-1649	130	7	)	)	PUNCT
ajoaa-1649	130	8	of	of	ADP
ajoaa-1649	130	9	the	the	DET
ajoaa-1649	130	10	stochastic	stochastic	ADJ
ajoaa-1649	130	11	frontier	frontier	NOUN
ajoaa-1649	130	12	(	(	PUNCT
ajoaa-1649	130	13	4.5	4.5	NUM
ajoaa-1649	130	14	)	)	PUNCT
ajoaa-1649	130	15	gives	give	VERB
ajoaa-1649	130	16	the	the	DET
ajoaa-1649	130	17	likelihood	likelihood	NOUN
ajoaa-1649	130	18	variance	variance	NOUN
ajoaa-1649	130	19	parameters	parameter	NOUN
ajoaa-1649	130	20	𝜎𝑠	𝜎𝑠	VERB
ajoaa-1649	130	21	2=𝜎𝑣	2=𝜎𝑣	ADJ
ajoaa-1649	130	22	2	2	NUM
ajoaa-1649	130	23	+	+	CCONJ
ajoaa-1649	130	24	𝜎𝑢	𝜎𝑢	NUM
ajoaa-1649	130	25	2	2	NUM
ajoaa-1649	130	26	which	which	PRON
ajoaa-1649	130	27	are	be	AUX
ajoaa-1649	130	28	important	important	ADJ
ajoaa-1649	130	29	in	in	ADP
ajoaa-1649	130	30	explaining	explain	VERB
ajoaa-1649	130	31	technical	technical	ADJ
ajoaa-1649	130	32	inefficiency	inefficiency	NOUN
ajoaa-1649	130	33	,	,	PUNCT
ajoaa-1649	130	34	where	where	SCONJ
ajoaa-1649	130	35	𝜎𝑠	𝜎𝑠	ADV
ajoaa-1649	130	36	2	2	NUM
ajoaa-1649	130	37	=	=	SYM
ajoaa-1649	130	38	𝑠𝑖𝑔𝑚𝑎2	𝑠𝑖𝑔𝑚𝑎2	NOUN
ajoaa-1649	130	39	is	be	AUX
ajoaa-1649	130	40	the	the	DET
ajoaa-1649	130	41	farmers	farmer	NOUN
ajoaa-1649	130	42	’	’	PART
ajoaa-1649	130	43	total	total	ADJ
ajoaa-1649	130	44	error	error	NOUN
ajoaa-1649	130	45	variance	variance	NOUN
ajoaa-1649	130	46	and	and	CCONJ
ajoaa-1649	130	47	(	(	PUNCT
ajoaa-1649	130	48	stata	stata	PROPN
ajoaa-1649	130	49	corp	corp	PROPN
ajoaa-1649	130	50	,	,	PUNCT
ajoaa-1649	130	51	2011	2011	NUM
ajoaa-1649	130	52	)	)	PUNCT
ajoaa-1649	130	53	.	.	PUNCT
ajoaa-1649	131	1	according	accord	VERB
ajoaa-1649	131	2	to	to	ADP
ajoaa-1649	131	3	aigner	aigner	PROPN
ajoaa-1649	131	4	et	et	PROPN
ajoaa-1649	131	5	al	al	PROPN
ajoaa-1649	131	6	.	.	PROPN
ajoaa-1649	131	7	,	,	PUNCT
ajoaa-1649	131	8	(	(	PUNCT
ajoaa-1649	131	9	1977	1977	NUM
ajoaa-1649	131	10	)	)	PUNCT
ajoaa-1649	131	11	as	as	SCONJ
ajoaa-1649	131	12	cited	cite	VERB
ajoaa-1649	131	13	in	in	ADP
ajoaa-1649	131	14	khai	khai	PROPN
ajoaa-1649	131	15	and	and	CCONJ
ajoaa-1649	131	16	yabe	yabe	PROPN
ajoaa-1649	131	17	(	(	PUNCT
ajoaa-1649	131	18	2011	2011	NUM
ajoaa-1649	131	19	)	)	PUNCT
ajoaa-1649	131	20	,	,	PUNCT
ajoaa-1649	131	21	maximum	maximum	ADJ
ajoaa-1649	131	22	likelihood	likelihood	NOUN
ajoaa-1649	131	23	estimation	estimation	NOUN
ajoaa-1649	131	24	of	of	ADP
ajoaa-1649	131	25	the	the	DET
ajoaa-1649	131	26	half	half	ADJ
ajoaa-1649	131	27	normal	normal	ADJ
ajoaa-1649	131	28	stochastic	stochastic	ADJ
ajoaa-1649	131	29	frontier	frontier	NOUN
ajoaa-1649	131	30	production	production	NOUN
ajoaa-1649	131	31	function	function	NOUN
ajoaa-1649	131	32	shows	show	VERB
ajoaa-1649	131	33	the	the	DET
ajoaa-1649	131	34	existence	existence	NOUN
ajoaa-1649	131	35	of	of	ADP
ajoaa-1649	131	36	technical	technical	ADJ
ajoaa-1649	131	37	inefficiency	inefficiency	NOUN
ajoaa-1649	131	38	when	when	SCONJ
ajoaa-1649	131	39	the	the	DET
ajoaa-1649	131	40	estimated	estimate	VERB
ajoaa-1649	131	41	lambda	lambda	NOUN
ajoaa-1649	131	42	violates	violate	VERB
ajoaa-1649	131	43	the	the	DET
ajoaa-1649	131	44	null	null	ADJ
ajoaa-1649	131	45	hypothesis	hypothesis	NOUN
ajoaa-1649	131	46	that	that	SCONJ
ajoaa-1649	131	47	𝜆	𝜆	X
ajoaa-1649	131	48	=	=	SYM
ajoaa-1649	131	49	0	0	NUM
ajoaa-1649	131	50	(	(	PUNCT
ajoaa-1649	131	51	that	that	PRON
ajoaa-1649	131	52	is,𝜆	is,𝜆	ADV
ajoaa-1649	131	53	>	>	X
ajoaa-1649	131	54	0	0	NUM
ajoaa-1649	131	55	)	)	PUNCT
ajoaa-1649	131	56	.	.	PUNCT
ajoaa-1649	132	1	thus	thus	ADV
ajoaa-1649	132	2	,	,	PUNCT
ajoaa-1649	132	3	the	the	DET
ajoaa-1649	132	4	rejection	rejection	NOUN
ajoaa-1649	132	5	of	of	ADP
ajoaa-1649	132	6	null	null	ADJ
ajoaa-1649	132	7	hypothesis	hypothesis	NOUN
ajoaa-1649	132	8	proves	prove	VERB
ajoaa-1649	132	9	presence	presence	NOUN
ajoaa-1649	132	10	of	of	ADP
ajoaa-1649	132	11	technical	technical	ADJ
ajoaa-1649	132	12	inefficiency	inefficiency	NOUN
ajoaa-1649	132	13	in	in	ADP
ajoaa-1649	132	14	the	the	DET
ajoaa-1649	132	15	production	production	NOUN
ajoaa-1649	132	16	.	.	PUNCT
ajoaa-1649	133	1	furthermore	furthermore	ADV
ajoaa-1649	133	2	,	,	PUNCT
ajoaa-1649	133	3	bravo	bravo	PROPN
ajoaa-1649	133	4	-	-	PUNCT
ajoaa-1649	133	5	ureta	ureta	PROPN
ajoaa-1649	133	6	and	and	CCONJ
ajoaa-1649	133	7	pinheiro	pinheiro	PROPN
ajoaa-1649	133	8	(	(	PUNCT
ajoaa-1649	133	9	1997	1997	NUM
ajoaa-1649	133	10	)	)	PUNCT
ajoaa-1649	133	11	argue	argue	VERB
ajoaa-1649	133	12	that	that	SCONJ
ajoaa-1649	133	13	one	one	PRON
ajoaa-1649	133	14	can	can	AUX
ajoaa-1649	133	15	recognize	recognize	VERB
ajoaa-1649	133	16	by	by	ADP
ajoaa-1649	133	17	how	how	SCONJ
ajoaa-1649	133	18	much	much	ADJ
ajoaa-1649	133	19	technical	technical	ADJ
ajoaa-1649	133	20	inefficiency	inefficiency	NOUN
ajoaa-1649	133	21	is	be	AUX
ajoaa-1649	133	22	present	present	ADJ
ajoaa-1649	133	23	from	from	ADP
ajoaa-1649	133	24	𝜆	𝜆	NOUN
ajoaa-1649	133	25	,	,	PUNCT
ajoaa-1649	133	26	by	by	ADP
ajoaa-1649	133	27	computing	compute	VERB
ajoaa-1649	133	28	𝛾	𝛾	PROPN
ajoaa-1649	133	29	that	that	PRON
ajoaa-1649	133	30	ranges	range	VERB
ajoaa-1649	133	31	between	between	ADP
ajoaa-1649	133	32	0	0	NUM
ajoaa-1649	133	33	and	and	CCONJ
ajoaa-1649	133	34	1	1	NUM
ajoaa-1649	133	35	,	,	PUNCT
ajoaa-1649	133	36	where,𝛾	where,𝛾	X
ajoaa-1649	133	37	=	=	SYM
ajoaa-1649	134	1	𝜆2	𝜆2	NOUN
ajoaa-1649	135	1	[	[	X
ajoaa-1649	135	2	1+𝜆2	1+𝜆2	X
ajoaa-1649	135	3	]	]	PUNCT
ajoaa-1649	135	4	.	.	PUNCT
ajoaa-1649	136	1	likewise	likewise	ADV
ajoaa-1649	136	2	,	,	PUNCT
ajoaa-1649	136	3	when𝛾	when𝛾	PROPN
ajoaa-1649	136	4	=	=	PUNCT
ajoaa-1649	136	5	0variation	0variation	NUM
ajoaa-1649	136	6	in	in	ADP
ajoaa-1649	136	7	farm	farm	NOUN
ajoaa-1649	136	8	output	output	NOUN
ajoaa-1649	136	9	is	be	AUX
ajoaa-1649	136	10	caused	cause	VERB
ajoaa-1649	136	11	by	by	ADP
ajoaa-1649	136	12	factors	factor	NOUN
ajoaa-1649	136	13	beyond	beyond	ADP
ajoaa-1649	136	14	farmer	farmer	NOUN
ajoaa-1649	136	15	’s	’s	PART
ajoaa-1649	136	16	control	control	NOUN
ajoaa-1649	136	17	and	and	CCONJ
ajoaa-1649	136	18	when	when	SCONJ
ajoaa-1649	136	19	𝛾	𝛾	PART
ajoaa-1649	136	20	diverge	diverge	VERB
ajoaa-1649	136	21	from	from	ADP
ajoaa-1649	136	22	zero	zero	NUM
ajoaa-1649	136	23	means	mean	VERB
ajoaa-1649	136	24	farmers	farmer	NOUN
ajoaa-1649	136	25	self	self	NOUN
ajoaa-1649	136	26	weak	weak	ADJ
ajoaa-1649	136	27	effort	effort	NOUN
ajoaa-1649	136	28	contribute	contribute	VERB
ajoaa-1649	136	29	to	to	ADP
ajoaa-1649	136	30	farm	farm	NOUN
ajoaa-1649	136	31	output	output	NOUN
ajoaa-1649	136	32	variation	variation	NOUN
ajoaa-1649	136	33	.	.	PUNCT
ajoaa-1649	137	1	following	follow	VERB
ajoaa-1649	137	2	jandrow	jandrow	PROPN
ajoaa-1649	137	3	et	et	PROPN
ajoaa-1649	137	4	al	al	PROPN
ajoaa-1649	137	5	.	.	PROPN
ajoaa-1649	138	1	(	(	PUNCT
ajoaa-1649	138	2	1982	1982	NUM
ajoaa-1649	138	3	)	)	PUNCT
ajoaa-1649	138	4	,	,	PUNCT
ajoaa-1649	138	5	on	on	ADP
ajoaa-1649	138	6	the	the	DET
ajoaa-1649	138	7	assumption	assumption	NOUN
ajoaa-1649	138	8	that	that	SCONJ
ajoaa-1649	138	9	𝑢𝑖	𝑢𝑖	VERB
ajoaa-1649	138	10	and	and	CCONJ
ajoaa-1649	138	11	𝑣𝑖	𝑣𝑖	NOUN
ajoaa-1649	138	12	are	be	AUX
ajoaa-1649	138	13	independent	independent	ADJ
ajoaa-1649	138	14	of	of	ADP
ajoaa-1649	138	15	each	each	DET
ajoaa-1649	138	16	other	other	ADJ
ajoaa-1649	138	17	,	,	PUNCT
ajoaa-1649	138	18	the	the	DET
ajoaa-1649	138	19	mean	mean	NOUN
ajoaa-1649	138	20	of	of	ADP
ajoaa-1649	138	21	conditional	conditional	ADJ
ajoaa-1649	138	22	distribution	distribution	NOUN
ajoaa-1649	138	23	of	of	ADP
ajoaa-1649	138	24	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	138	25	given	give	VERB
ajoaa-1649	138	26	휀𝑖	휀𝑖	NOUN
ajoaa-1649	138	27	in	in	ADP
ajoaa-1649	138	28	the	the	DET
ajoaa-1649	138	29	case	case	NOUN
ajoaa-1649	138	30	of	of	ADP
ajoaa-1649	138	31	half	half	ADJ
ajoaa-1649	138	32	-	-	PUNCT
ajoaa-1649	138	33	normal	normal	ADJ
ajoaa-1649	138	34	is	be	AUX
ajoaa-1649	138	35	given	give	VERB
ajoaa-1649	138	36	by	by	ADP
ajoaa-1649	138	37	;	;	PUNCT
ajoaa-1649	138	38	e	e	X
ajoaa-1649	138	39	(	(	PUNCT
ajoaa-1649	138	40	𝑢𝑖	𝑢𝑖	INTJ
ajoaa-1649	138	41	휀𝑖	휀𝑖	ADV
ajoaa-1649	138	42	)	)	PUNCT
ajoaa-1649	138	43	=	=	SYM
ajoaa-1649	139	1	σuσv	σuσv	NUM
ajoaa-1649	139	2	/	/	SYM
ajoaa-1649	139	3	σ	σ	PROPN
ajoaa-1649	139	4	[	[	PUNCT
ajoaa-1649	139	5	ℎ	ℎ	X
ajoaa-1649	139	6	(	(	PUNCT
ajoaa-1649	139	7	𝜀𝑖𝜆	𝜀𝑖𝜆	NOUN
ajoaa-1649	139	8	𝜎	𝜎	X
ajoaa-1649	139	9	)	)	PUNCT
ajoaa-1649	139	10	1	1	NUM
ajoaa-1649	139	11	−	−	PROPN
ajoaa-1649	140	1	𝐻	𝐻	PROPN
ajoaa-1649	140	2	(	(	PUNCT
ajoaa-1649	140	3	𝜀𝑖𝜆	𝜀𝑖𝜆	NOUN
ajoaa-1649	140	4	𝜎	𝜎	PROPN
ajoaa-1649	140	5	)	)	PUNCT
ajoaa-1649	140	6	−	−	PROPN
ajoaa-1649	140	7	휀𝑖𝜆	휀𝑖𝜆	X
ajoaa-1649	140	8	𝜎	𝜎	NOUN
ajoaa-1649	140	9	]	]	X
ajoaa-1649	140	10	…	…	PUNCT
ajoaa-1649	140	11	…	…	PUNCT
ajoaa-1649	140	12	…	…	PUNCT
ajoaa-1649	140	13	…	…	PUNCT
ajoaa-1649	140	14	…	…	PUNCT
ajoaa-1649	140	15	…	…	PUNCT
ajoaa-1649	140	16	…	…	PUNCT
ajoaa-1649	140	17	…	…	PUNCT
ajoaa-1649	140	18	.	.	PUNCT
ajoaa-1649	140	19	.	.	PUNCT
ajoaa-1649	141	1	(	(	PUNCT
ajoaa-1649	141	2	2	2	X
ajoaa-1649	141	3	)	)	PUNCT
ajoaa-1649	141	4	where	where	SCONJ
ajoaa-1649	141	5	,	,	PUNCT
ajoaa-1649	141	6	휀𝑖𝜆	휀𝑖𝜆	NOUN
ajoaa-1649	141	7	=	=	SYM
ajoaa-1649	141	8	−𝑢𝑖∗	−𝑢𝑖∗	PROPN
ajoaa-1649	141	9	/𝜎∗	/𝜎∗	PUNCT
ajoaa-1649	141	10	,	,	PUNCT
ajoaa-1649	141	11	𝜎∗	𝜎∗	PROPN
ajoaa-1649	141	12	=	=	SYM
ajoaa-1649	141	13	σuσv	σuσv	PROPN
ajoaa-1649	141	14	/	/	SYM
ajoaa-1649	141	15	σ	σ	PROPN
ajoaa-1649	141	16	,	,	PUNCT
ajoaa-1649	141	17	ℎ	ℎ	PROPN
ajoaa-1649	141	18	is	be	AUX
ajoaa-1649	141	19	standard	standard	ADJ
ajoaa-1649	141	20	normal	normal	ADJ
ajoaa-1649	141	21	density	density	NOUN
ajoaa-1649	141	22	and	and	CCONJ
ajoaa-1649	141	23	𝐻is	𝐻is	PROPN
ajoaa-1649	141	24	cumulative	cumulative	ADJ
ajoaa-1649	141	25	distribution	distribution	NOUN
ajoaa-1649	141	26	function	function	NOUN
ajoaa-1649	141	27	.	.	PUNCT
ajoaa-1649	142	1	the	the	DET
ajoaa-1649	142	2	combination	combination	NOUN
ajoaa-1649	142	3	of	of	ADP
ajoaa-1649	142	4	ideas	idea	NOUN
ajoaa-1649	142	5	of	of	ADP
ajoaa-1649	142	6	pitt	pitt	PROPN
ajoaa-1649	142	7	and	and	CCONJ
ajoaa-1649	142	8	lee	lee	PROPN
ajoaa-1649	142	9	(	(	PUNCT
ajoaa-1649	142	10	1981	1981	NUM
ajoaa-1649	142	11	)	)	PUNCT
ajoaa-1649	142	12	and	and	CCONJ
ajoaa-1649	142	13	jandrow	jandrow	PROPN
ajoaa-1649	142	14	et	et	PROPN
ajoaa-1649	142	15	al	al	PROPN
ajoaa-1649	142	16	.	.	PROPN
ajoaa-1649	142	17	(	(	PUNCT
ajoaa-1649	142	18	1982	1982	NUM
ajoaa-1649	142	19	)	)	PUNCT
ajoaa-1649	142	20	gives	give	VERB
ajoaa-1649	142	21	technical	technical	ADJ
ajoaa-1649	142	22	efficiency	efficiency	NOUN
ajoaa-1649	142	23	of	of	ADP
ajoaa-1649	142	24	the	the	DET
ajoaa-1649	142	25	individual	individual	ADJ
ajoaa-1649	142	26	farmer	farmer	NOUN
ajoaa-1649	142	27	as	as	ADP
ajoaa-1649	142	28	;	;	PUNCT
ajoaa-1649	142	29	asian	asian	ADJ
ajoaa-1649	142	30	journal	journal	NOUN
ajoaa-1649	142	31	of	of	ADP
ajoaa-1649	142	32	agriculture	agriculture	NOUN
ajoaa-1649	142	33	and	and	CCONJ
ajoaa-1649	142	34	rural	rural	ADJ
ajoaa-1649	142	35	development	development	NOUN
ajoaa-1649	142	36	,	,	PUNCT
ajoaa-1649	142	37	7(9)2017	7(9)2017	NUM
ajoaa-1649	142	38	:	:	PUNCT
ajoaa-1649	142	39	180	180	NUM
ajoaa-1649	142	40	-	-	SYM
ajoaa-1649	142	41	197	197	NUM
ajoaa-1649	142	42	187	187	NUM
ajoaa-1649	142	43	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	142	44	=	=	SYM
ajoaa-1649	142	45	𝑞𝑖	𝑞𝑖	NOUN
ajoaa-1649	142	46	∗	∗	NOUN
ajoaa-1649	142	47	(	(	PUNCT
ajoaa-1649	142	48	𝑞𝑖	𝑞𝑖	PROPN
ajoaa-1649	142	49	∗⁄	∗⁄	PROPN
ajoaa-1649	142	50	/𝑒𝑥𝑝(−𝑢𝑖	/𝑒𝑥𝑝(−𝑢𝑖	NOUN
ajoaa-1649	142	51	)	)	PUNCT
ajoaa-1649	142	52	)	)	PUNCT
ajoaa-1649	143	1	=	=	SYM
ajoaa-1649	143	2	𝑒𝑥𝑝(−𝑢𝑖	𝑒𝑥𝑝(−𝑢𝑖	PROPN
ajoaa-1649	143	3	)	)	PUNCT
ajoaa-1649	143	4	=	=	SYM
ajoaa-1649	143	5	exp(−𝐸(𝑢𝑖/휀𝑖	exp(−𝐸(𝑢𝑖/휀𝑖	NOUN
ajoaa-1649	143	6	)	)	PUNCT
ajoaa-1649	143	7	)	)	PUNCT
ajoaa-1649	144	1	=	=	SYM
ajoaa-1649	144	2	𝐸(𝑢𝑖/휀𝑖	𝐸(𝑢𝑖/휀𝑖	NOUN
ajoaa-1649	144	3	)	)	PUNCT
ajoaa-1649	144	4	…	…	PUNCT
ajoaa-1649	144	5	…	…	PUNCT
ajoaa-1649	144	6	…	…	PUNCT
ajoaa-1649	144	7	…	…	PUNCT
ajoaa-1649	144	8	……	……	NOUN
ajoaa-1649	144	9	……	……	NOUN
ajoaa-1649	144	10	..	..	PUNCT
ajoaa-1649	144	11	(	(	PUNCT
ajoaa-1649	144	12	3	3	X
ajoaa-1649	144	13	)	)	PUNCT
ajoaa-1649	144	14	where	where	SCONJ
ajoaa-1649	144	15	,	,	PUNCT
ajoaa-1649	144	16	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	144	17	is	be	AUX
ajoaa-1649	144	18	technical	technical	ADJ
ajoaa-1649	144	19	efficiency	efficiency	NOUN
ajoaa-1649	144	20	of	of	ADP
ajoaa-1649	144	21	𝑖	𝑖	X
ajoaa-1649	144	22	farmer,𝑢𝑖	farmer,𝑢𝑖	PROPN
ajoaa-1649	144	23	is	be	AUX
ajoaa-1649	144	24	estimated	estimate	VERB
ajoaa-1649	144	25	technical	technical	ADJ
ajoaa-1649	144	26	inefficiency	inefficiency	NOUN
ajoaa-1649	144	27	part	part	NOUN
ajoaa-1649	144	28	,	,	PUNCT
ajoaa-1649	144	29	휀𝑖	휀𝑖	ADV
ajoaa-1649	144	30	is	be	AUX
ajoaa-1649	144	31	an	an	DET
ajoaa-1649	144	32	error	error	NOUN
ajoaa-1649	144	33	term	term	NOUN
ajoaa-1649	144	34	in	in	ADP
ajoaa-1649	144	35	the	the	DET
ajoaa-1649	144	36	model	model	NOUN
ajoaa-1649	144	37	,	,	PUNCT
ajoaa-1649	144	38	𝑞𝑖	𝑞𝑖	PROPN
ajoaa-1649	144	39	∗	∗	NOUN
ajoaa-1649	144	40	stands	stand	VERB
ajoaa-1649	144	41	for	for	ADP
ajoaa-1649	144	42	observed	observed	ADJ
ajoaa-1649	144	43	output	output	NOUN
ajoaa-1649	144	44	,	,	PUNCT
ajoaa-1649	144	45	𝑞𝑖	𝑞𝑖	PROPN
ajoaa-1649	144	46	∗/𝑒𝑥𝑝(−𝑢𝑖	∗/𝑒𝑥𝑝(−𝑢𝑖	NOUN
ajoaa-1649	144	47	)	)	PUNCT
ajoaa-1649	144	48	stands	stand	VERB
ajoaa-1649	144	49	for	for	ADP
ajoaa-1649	144	50	potential	potential	ADJ
ajoaa-1649	144	51	output	output	NOUN
ajoaa-1649	144	52	and	and	CCONJ
ajoaa-1649	144	53	𝑇𝐸𝑖	𝑇𝐸𝑖	NOUN
ajoaa-1649	144	54	and	and	CCONJ
ajoaa-1649	144	55	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	144	56	both	both	PRON
ajoaa-1649	144	57	ranges	range	VERB
ajoaa-1649	144	58	between	between	ADP
ajoaa-1649	144	59	0	0	NUM
ajoaa-1649	144	60	and	and	CCONJ
ajoaa-1649	144	61	1	1	NUM
ajoaa-1649	144	62	.	.	X
ajoaa-1649	144	63	4.4	4.4	NUM
ajoaa-1649	144	64	.	.	PUNCT
ajoaa-1649	145	1	two	two	NUM
ajoaa-1649	145	2	stage	stage	NOUN
ajoaa-1649	145	3	approach	approach	VERB
ajoaa-1649	145	4	the	the	DET
ajoaa-1649	145	5	two	two	NUM
ajoaa-1649	145	6	stage	stage	NOUN
ajoaa-1649	145	7	approach	approach	NOUN
ajoaa-1649	145	8	is	be	AUX
ajoaa-1649	145	9	used	use	VERB
ajoaa-1649	145	10	in	in	ADP
ajoaa-1649	145	11	studying	study	VERB
ajoaa-1649	145	12	frontier	frontier	NOUN
ajoaa-1649	145	13	production	production	NOUN
ajoaa-1649	145	14	functions	function	NOUN
ajoaa-1649	145	15	despite	despite	SCONJ
ajoaa-1649	145	16	its	its	PRON
ajoaa-1649	145	17	contradicting	contradicting	ADJ
ajoaa-1649	145	18	postulation	postulation	NOUN
ajoaa-1649	145	19	of	of	ADP
ajoaa-1649	145	20	independent	independent	ADJ
ajoaa-1649	145	21	distribution	distribution	NOUN
ajoaa-1649	145	22	of	of	ADP
ajoaa-1649	145	23	the	the	DET
ajoaa-1649	145	24	inefficiency	inefficiency	NOUN
ajoaa-1649	145	25	part	part	NOUN
ajoaa-1649	145	26	.	.	PUNCT
ajoaa-1649	146	1	this	this	DET
ajoaa-1649	146	2	method	method	NOUN
ajoaa-1649	146	3	starts	start	VERB
ajoaa-1649	146	4	with	with	ADP
ajoaa-1649	146	5	regression	regression	NOUN
ajoaa-1649	146	6	of	of	ADP
ajoaa-1649	146	7	the	the	DET
ajoaa-1649	146	8	frontier	frontier	NOUN
ajoaa-1649	146	9	production	production	NOUN
ajoaa-1649	146	10	function	function	NOUN
ajoaa-1649	146	11	to	to	PART
ajoaa-1649	146	12	identify	identify	VERB
ajoaa-1649	146	13	presence	presence	NOUN
ajoaa-1649	146	14	of	of	ADP
ajoaa-1649	146	15	technical	technical	ADJ
ajoaa-1649	146	16	inefficiency	inefficiency	NOUN
ajoaa-1649	146	17	or	or	CCONJ
ajoaa-1649	146	18	technical	technical	ADJ
ajoaa-1649	146	19	efficiency	efficiency	NOUN
ajoaa-1649	146	20	in	in	ADP
ajoaa-1649	146	21	the	the	DET
ajoaa-1649	146	22	production	production	NOUN
ajoaa-1649	146	23	process	process	NOUN
ajoaa-1649	146	24	.	.	PUNCT
ajoaa-1649	147	1	in	in	ADP
ajoaa-1649	147	2	the	the	DET
ajoaa-1649	147	3	second	second	ADJ
ajoaa-1649	147	4	stage	stage	NOUN
ajoaa-1649	147	5	,	,	PUNCT
ajoaa-1649	147	6	the	the	DET
ajoaa-1649	147	7	realized	realize	VERB
ajoaa-1649	147	8	predicted	predict	VERB
ajoaa-1649	147	9	technical	technical	ADJ
ajoaa-1649	147	10	inefficiency	inefficiency	NOUN
ajoaa-1649	147	11	or	or	CCONJ
ajoaa-1649	147	12	technical	technical	ADJ
ajoaa-1649	147	13	efficiency	efficiency	NOUN
ajoaa-1649	147	14	model	model	NOUN
ajoaa-1649	147	15	as	as	ADP
ajoaa-1649	147	16	dependent	dependent	ADJ
ajoaa-1649	147	17	variable	variable	NOUN
ajoaa-1649	147	18	is	be	AUX
ajoaa-1649	147	19	estimated	estimate	VERB
ajoaa-1649	147	20	against	against	ADP
ajoaa-1649	147	21	independent	independent	ADJ
ajoaa-1649	147	22	variables	variable	NOUN
ajoaa-1649	147	23	together	together	ADV
ajoaa-1649	147	24	with	with	ADP
ajoaa-1649	147	25	a	a	DET
ajoaa-1649	147	26	random	random	ADJ
ajoaa-1649	147	27	error	error	NOUN
ajoaa-1649	147	28	to	to	PART
ajoaa-1649	147	29	capture	capture	VERB
ajoaa-1649	147	30	sources	source	NOUN
ajoaa-1649	147	31	of	of	ADP
ajoaa-1649	147	32	technical	technical	ADJ
ajoaa-1649	147	33	inefficiency	inefficiency	NOUN
ajoaa-1649	147	34	or	or	CCONJ
ajoaa-1649	147	35	efficiency	efficiency	NOUN
ajoaa-1649	147	36	in	in	ADP
ajoaa-1649	147	37	the	the	DET
ajoaa-1649	147	38	production	production	NOUN
ajoaa-1649	147	39	process	process	NOUN
ajoaa-1649	147	40	(	(	PUNCT
ajoaa-1649	147	41	battese	battese	ADJ
ajoaa-1649	147	42	and	and	CCONJ
ajoaa-1649	147	43	coelli	coelli	PROPN
ajoaa-1649	147	44	,	,	PUNCT
ajoaa-1649	147	45	1993	1993	NUM
ajoaa-1649	147	46	)	)	PUNCT
ajoaa-1649	147	47	.	.	PUNCT
ajoaa-1649	148	1	4.5	4.5	NUM
ajoaa-1649	148	2	.	.	PUNCT
ajoaa-1649	149	1	empirical	empirical	ADJ
ajoaa-1649	149	2	specification	specification	NOUN
ajoaa-1649	149	3	for	for	ADP
ajoaa-1649	149	4	stochastic	stochastic	ADJ
ajoaa-1649	149	5	and	and	CCONJ
ajoaa-1649	149	6	technical	technical	ADJ
ajoaa-1649	149	7	inefficiency	inefficiency	NOUN
ajoaa-1649	149	8	models	model	NOUN
ajoaa-1649	149	9	4.5.1	4.5.1	NUM
ajoaa-1649	149	10	.	.	PUNCT
ajoaa-1649	150	1	stochastic	stochastic	ADJ
ajoaa-1649	150	2	frontier	frontier	NOUN
ajoaa-1649	150	3	production	production	NOUN
ajoaa-1649	150	4	function	function	VERB
ajoaa-1649	150	5	the	the	DET
ajoaa-1649	150	6	stochastic	stochastic	ADJ
ajoaa-1649	150	7	frontier	frontier	NOUN
ajoaa-1649	150	8	production	production	NOUN
ajoaa-1649	150	9	function	function	NOUN
ajoaa-1649	150	10	is	be	AUX
ajoaa-1649	150	11	chosen	choose	VERB
ajoaa-1649	150	12	among	among	ADP
ajoaa-1649	150	13	the	the	DET
ajoaa-1649	150	14	frontiers	frontier	NOUN
ajoaa-1649	150	15	because	because	SCONJ
ajoaa-1649	150	16	it	it	PRON
ajoaa-1649	150	17	takes	take	VERB
ajoaa-1649	150	18	into	into	ADP
ajoaa-1649	150	19	account	account	NOUN
ajoaa-1649	150	20	both	both	PRON
ajoaa-1649	150	21	symmetric	symmetric	ADJ
ajoaa-1649	150	22	errors	error	NOUN
ajoaa-1649	150	23	and	and	CCONJ
ajoaa-1649	150	24	technical	technical	ADJ
ajoaa-1649	150	25	inefficiencies	inefficiency	NOUN
ajoaa-1649	150	26	in	in	ADP
ajoaa-1649	150	27	explaining	explain	VERB
ajoaa-1649	150	28	deviations	deviation	NOUN
ajoaa-1649	150	29	of	of	ADP
ajoaa-1649	150	30	output	output	NOUN
ajoaa-1649	150	31	from	from	ADP
ajoaa-1649	150	32	the	the	DET
ajoaa-1649	150	33	frontier	frontier	NOUN
ajoaa-1649	150	34	(	(	PUNCT
ajoaa-1649	150	35	mastromarco	mastromarco	PROPN
ajoaa-1649	150	36	,	,	PUNCT
ajoaa-1649	150	37	2008	2008	NUM
ajoaa-1649	150	38	)	)	PUNCT
ajoaa-1649	150	39	.	.	PUNCT
ajoaa-1649	151	1	the	the	DET
ajoaa-1649	151	2	technology	technology	NOUN
ajoaa-1649	151	3	used	use	VERB
ajoaa-1649	151	4	in	in	ADP
ajoaa-1649	151	5	the	the	DET
ajoaa-1649	151	6	analysis	analysis	NOUN
ajoaa-1649	151	7	of	of	ADP
ajoaa-1649	151	8	the	the	DET
ajoaa-1649	151	9	stochastic	stochastic	ADJ
ajoaa-1649	151	10	frontier	frontier	NOUN
ajoaa-1649	151	11	production	production	NOUN
ajoaa-1649	151	12	function	function	NOUN
ajoaa-1649	151	13	is	be	AUX
ajoaa-1649	151	14	cobb	cobb	PROPN
ajoaa-1649	151	15	-	-	PUNCT
ajoaa-1649	151	16	douglas	douglas	PROPN
ajoaa-1649	151	17	production	production	NOUN
ajoaa-1649	151	18	function	function	NOUN
ajoaa-1649	151	19	.	.	PUNCT
ajoaa-1649	152	1	the	the	DET
ajoaa-1649	152	2	method	method	NOUN
ajoaa-1649	152	3	is	be	AUX
ajoaa-1649	152	4	preferred	prefer	VERB
ajoaa-1649	152	5	because	because	SCONJ
ajoaa-1649	152	6	its	its	PRON
ajoaa-1649	152	7	interpretation	interpretation	NOUN
ajoaa-1649	152	8	is	be	AUX
ajoaa-1649	152	9	simple	simple	ADJ
ajoaa-1649	152	10	,	,	PUNCT
ajoaa-1649	152	11	and	and	CCONJ
ajoaa-1649	152	12	as	as	SCONJ
ajoaa-1649	152	13	argued	argue	VERB
ajoaa-1649	152	14	by	by	ADP
ajoaa-1649	152	15	khai	khai	PROPN
ajoaa-1649	152	16	and	and	CCONJ
ajoaa-1649	152	17	yabe	yabe	PROPN
ajoaa-1649	152	18	(	(	PUNCT
ajoaa-1649	152	19	2011	2011	NUM
ajoaa-1649	152	20	)	)	PUNCT
ajoaa-1649	152	21	,	,	PUNCT
ajoaa-1649	152	22	if	if	SCONJ
ajoaa-1649	152	23	the	the	DET
ajoaa-1649	152	24	model	model	NOUN
ajoaa-1649	152	25	entails	entail	VERB
ajoaa-1649	152	26	above	above	ADP
ajoaa-1649	152	27	three	three	NUM
ajoaa-1649	152	28	exogenous	exogenous	ADJ
ajoaa-1649	152	29	factors	factor	NOUN
ajoaa-1649	152	30	,	,	PUNCT
ajoaa-1649	152	31	cobb	cobb	PROPN
ajoaa-1649	152	32	-	-	PUNCT
ajoaa-1649	152	33	douglas	douglas	PROPN
ajoaa-1649	152	34	production	production	NOUN
ajoaa-1649	152	35	function	function	NOUN
ajoaa-1649	152	36	is	be	AUX
ajoaa-1649	152	37	ideal	ideal	ADJ
ajoaa-1649	152	38	.	.	PUNCT
ajoaa-1649	153	1	from	from	ADP
ajoaa-1649	153	2	(	(	PUNCT
ajoaa-1649	153	3	4.5	4.5	NUM
ajoaa-1649	153	4	)	)	PUNCT
ajoaa-1649	153	5	,	,	PUNCT
ajoaa-1649	153	6	the	the	DET
ajoaa-1649	153	7	cobb	cobb	PROPN
ajoaa-1649	153	8	-	-	PUNCT
ajoaa-1649	153	9	douglas	douglas	PROPN
ajoaa-1649	153	10	production	production	NOUN
ajoaa-1649	153	11	function	function	NOUN
ajoaa-1649	153	12	can	can	AUX
ajoaa-1649	153	13	be	be	AUX
ajoaa-1649	153	14	expressed	express	VERB
ajoaa-1649	153	15	as	as	ADP
ajoaa-1649	153	16	:	:	PUNCT
ajoaa-1649	153	17	𝑙𝑜𝑔𝐻𝑜𝑢𝑡𝑝𝑢𝑡	𝑙𝑜𝑔𝐻𝑜𝑢𝑡𝑝𝑢𝑡	NOUN
ajoaa-1649	153	18	=	=	SYM
ajoaa-1649	153	19	𝛽0	𝛽0	PROPN
ajoaa-1649	153	20	+	+	CCONJ
ajoaa-1649	153	21	𝛽1𝑙𝑜𝑔𝐻ℎ𝑠𝑖𝑧𝑒	𝛽1𝑙𝑜𝑔𝐻ℎ𝑠𝑖𝑧𝑒	NOUN
ajoaa-1649	153	22	+	+	CCONJ
ajoaa-1649	153	23	𝛽2𝑙𝑜𝑔𝐴𝑟𝑒𝑎	𝛽2𝑙𝑜𝑔𝐴𝑟𝑒𝑎	PROPN
ajoaa-1649	153	24	+	+	CCONJ
ajoaa-1649	153	25	𝛽3𝑆𝑒𝑒𝑑𝑡𝑦𝑝	𝛽3𝑆𝑒𝑒𝑑𝑡𝑦𝑝	PROPN
ajoaa-1649	153	26	+	+	CCONJ
ajoaa-1649	153	27	𝛽4𝐹𝑒𝑟𝑡𝑡𝑦𝑝	𝛽4𝐹𝑒𝑟𝑡𝑡𝑦𝑝	PROPN
ajoaa-1649	153	28	+	+	CCONJ
ajoaa-1649	153	29	𝛽5𝑇𝑟𝑎𝑐𝑡𝑎𝑠𝑠𝑒𝑡	𝛽5𝑇𝑟𝑎𝑐𝑡𝑎𝑠𝑠𝑒𝑡	PROPN
ajoaa-1649	153	30	+	+	CCONJ
ajoaa-1649	153	31	(	(	PUNCT
ajoaa-1649	153	32	𝑣𝑖	𝑣𝑖	ADP
ajoaa-1649	153	33	−	−	PROPN
ajoaa-1649	153	34	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	153	35	)	)	PUNCT
ajoaa-1649	153	36	…	…	PUNCT
ajoaa-1649	153	37	…	…	PUNCT
ajoaa-1649	153	38	…	…	PUNCT
ajoaa-1649	153	39	…	…	PUNCT
ajoaa-1649	153	40	…	…	PUNCT
ajoaa-1649	153	41	……	……	NOUN
ajoaa-1649	153	42	……	……	NOUN
ajoaa-1649	153	43	……	……	NOUN
ajoaa-1649	153	44	.	.	PUNCT
ajoaa-1649	154	1	(	(	PUNCT
ajoaa-1649	154	2	4	4	NUM
ajoaa-1649	154	3	)	)	PUNCT
ajoaa-1649	154	4	where	where	SCONJ
ajoaa-1649	154	5	,	,	PUNCT
ajoaa-1649	154	6	log	log	VERB
ajoaa-1649	154	7	houtput	houtput	NOUN
ajoaa-1649	154	8	is	be	AUX
ajoaa-1649	154	9	log	log	NOUN
ajoaa-1649	154	10	of	of	ADP
ajoaa-1649	154	11	harvested	harvest	VERB
ajoaa-1649	154	12	output	output	NOUN
ajoaa-1649	154	13	of	of	ADP
ajoaa-1649	154	14	maize	maize	NOUN
ajoaa-1649	154	15	or	or	CCONJ
ajoaa-1649	154	16	tobacco	tobacco	NOUN
ajoaa-1649	154	17	or	or	CCONJ
ajoaa-1649	154	18	groundnuts	groundnut	NOUN
ajoaa-1649	154	19	in	in	ADP
ajoaa-1649	154	20	kilograms	kilogram	NOUN
ajoaa-1649	154	21	produced	produce	VERB
ajoaa-1649	154	22	by	by	ADP
ajoaa-1649	154	23	the	the	DET
ajoaa-1649	154	24	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1649	154	25	farmer3	farmer3	ADJ
ajoaa-1649	154	26	during	during	ADP
ajoaa-1649	154	27	2007/2008	2007/2008	NUM
ajoaa-1649	154	28	agricultural	agricultural	ADJ
ajoaa-1649	154	29	year	year	NOUN
ajoaa-1649	154	30	,	,	PUNCT
ajoaa-1649	154	31	log	log	PROPN
ajoaa-1649	154	32	hhsizeis	hhsizeis	PROPN
ajoaa-1649	154	33	log	log	NOUN
ajoaa-1649	154	34	of	of	ADP
ajoaa-1649	154	35	household	household	NOUN
ajoaa-1649	154	36	size	size	NOUN
ajoaa-1649	154	37	in	in	ADP
ajoaa-1649	154	38	numbers	number	NOUN
ajoaa-1649	154	39	that	that	PRON
ajoaa-1649	154	40	provide	provide	VERB
ajoaa-1649	154	41	labor	labor	NOUN
ajoaa-1649	154	42	to	to	ADP
ajoaa-1649	154	43	the	the	DET
ajoaa-1649	154	44	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1649	154	45	farmer	farmer	NOUN
ajoaa-1649	154	46	,	,	PUNCT
ajoaa-1649	154	47	log	log	PROPN
ajoaa-1649	154	48	area	area	NOUN
ajoaa-1649	154	49	stands	stand	VERB
ajoaa-1649	154	50	for	for	ADP
ajoaa-1649	154	51	log	log	NOUN
ajoaa-1649	154	52	of	of	ADP
ajoaa-1649	154	53	actual	actual	ADJ
ajoaa-1649	154	54	planted	plant	VERB
ajoaa-1649	154	55	area	area	NOUN
ajoaa-1649	154	56	in	in	ADP
ajoaa-1649	154	57	acres	acre	NOUN
ajoaa-1649	154	58	by	by	ADP
ajoaa-1649	154	59	the	the	DET
ajoaa-1649	154	60	𝑖𝑡ℎ	𝑖𝑡ℎ	PROPN
ajoaa-1649	154	61	farmer	farmer	NOUN
ajoaa-1649	154	62	,	,	PUNCT
ajoaa-1649	154	63	seedtyp	seedtyp	NOUN
ajoaa-1649	154	64	represents	represent	VERB
ajoaa-1649	154	65	a	a	DET
ajoaa-1649	154	66	type	type	NOUN
ajoaa-1649	154	67	of	of	ADP
ajoaa-1649	154	68	seed	seed	NOUN
ajoaa-1649	154	69	used	use	VERB
ajoaa-1649	154	70	by	by	ADP
ajoaa-1649	154	71	the	the	DET
ajoaa-1649	154	72	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1649	154	73	farmer	farmer	NOUN
ajoaa-1649	154	74	(	(	PUNCT
ajoaa-1649	154	75	local=0	local=0	PROPN
ajoaa-1649	154	76	improved	improve	VERB
ajoaa-1649	154	77	seed=1	seed=1	NOUN
ajoaa-1649	154	78	)	)	PUNCT
ajoaa-1649	154	79	,	,	PUNCT
ajoaa-1649	154	80	ferttyp	ferttyp	PROPN
ajoaa-1649	154	81	stands	stand	VERB
ajoaa-1649	154	82	for	for	ADP
ajoaa-1649	154	83	a	a	DET
ajoaa-1649	154	84	type	type	NOUN
ajoaa-1649	154	85	of	of	ADP
ajoaa-1649	154	86	fertilizer	fertilizer	NOUN
ajoaa-1649	154	87	used	use	VERB
ajoaa-1649	154	88	by	by	ADP
ajoaa-1649	154	89	the	the	DET
ajoaa-1649	154	90	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1649	154	91	farmer	farmer	NOUN
ajoaa-1649	154	92	,	,	PUNCT
ajoaa-1649	154	93	(	(	PUNCT
ajoaa-1649	154	94	traditional=0	traditional=0	PROPN
ajoaa-1649	154	95	or	or	CCONJ
ajoaa-1649	154	96	modern	modern	ADJ
ajoaa-1649	154	97	fertilizer	fertilizer	NOUN
ajoaa-1649	154	98	=	=	NOUN
ajoaa-1649	154	99	1	1	NUM
ajoaa-1649	154	100	)	)	PUNCT
ajoaa-1649	154	101	,	,	PUNCT
ajoaa-1649	154	102	tractasset	tractasset	VERB
ajoaa-1649	154	103	,	,	PUNCT
ajoaa-1649	154	104	is	be	AUX
ajoaa-1649	154	105	the	the	DET
ajoaa-1649	154	106	tractor	tractor	NOUN
ajoaa-1649	154	107	asset	asset	NOUN
ajoaa-1649	154	108	used	use	VERB
ajoaa-1649	154	109	by	by	ADP
ajoaa-1649	154	110	the	the	DET
ajoaa-1649	154	111	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
ajoaa-1649	154	112	farmer	farmer	NOUN
ajoaa-1649	154	113	(	(	PUNCT
ajoaa-1649	154	114	yes=1	yes=1	INTJ
ajoaa-1649	154	115	,	,	PUNCT
ajoaa-1649	154	116	no	no	NOUN
ajoaa-1649	154	117	=	=	NOUN
ajoaa-1649	154	118	0	0	NUM
ajoaa-1649	154	119	)	)	PUNCT
ajoaa-1649	154	120	,	,	PUNCT
ajoaa-1649	154	121	𝑣𝑖	𝑣𝑖	ADV
ajoaa-1649	154	122	stands	stand	VERB
ajoaa-1649	154	123	for	for	ADP
ajoaa-1649	154	124	factors	factor	NOUN
ajoaa-1649	154	125	outside	outside	ADP
ajoaa-1649	154	126	control	control	NOUN
ajoaa-1649	154	127	of	of	ADP
ajoaa-1649	154	128	the	the	DET
ajoaa-1649	154	129	𝑖𝑡ℎfarmer	𝑖𝑡ℎfarmer	NOUN
ajoaa-1649	154	130	like	like	ADP
ajoaa-1649	154	131	weatherand	weatherand	ADJ
ajoaa-1649	154	132	diseases	disease	NOUN
ajoaa-1649	154	133	,	,	PUNCT
ajoaa-1649	154	134	and	and	CCONJ
ajoaa-1649	154	135	𝑢𝑖	𝑢𝑖	NOUN
ajoaa-1649	154	136	stands	stand	VERB
ajoaa-1649	154	137	for	for	ADP
ajoaa-1649	154	138	one	one	NUM
ajoaa-1649	154	139	-	-	PUNCT
ajoaa-1649	154	140	sided	sided	ADJ
ajoaa-1649	154	141	random	random	ADJ
ajoaa-1649	154	142	error	error	NOUN
ajoaa-1649	154	143	for	for	ADP
ajoaa-1649	154	144	technical	technical	ADJ
ajoaa-1649	154	145	inefficiency	inefficiency	NOUN
ajoaa-1649	154	146	of	of	ADP
ajoaa-1649	154	147	half	half	ADJ
ajoaa-1649	154	148	-	-	PUNCT
ajoaa-1649	154	149	normal	normal	ADJ
ajoaa-1649	154	150	distribution	distribution	NOUN
ajoaa-1649	154	151	that	that	PRON
ajoaa-1649	154	152	is	be	AUX
ajoaa-1649	154	153	independent	independent	ADJ
ajoaa-1649	154	154	of	of	ADP
ajoaa-1649	154	155	𝑣𝑖	𝑣𝑖	NOUN
ajoaa-1649	154	156	andnonnegative	andnonnegative	NOUN
ajoaa-1649	154	157	.	.	PUNCT
ajoaa-1649	155	1	4.5.1.1	4.5.1.1	X
ajoaa-1649	155	2	.	.	PUNCT
ajoaa-1649	155	3	cost	cost	NOUN
ajoaa-1649	155	4	saving	save	VERB
ajoaa-1649	155	5	to	to	ADP
ajoaa-1649	155	6	an	an	DET
ajoaa-1649	155	7	average	average	ADJ
ajoaa-1649	155	8	efficient	efficient	ADJ
ajoaa-1649	155	9	farmer	farmer	NOUN
ajoaa-1649	155	10	and	and	CCONJ
ajoaa-1649	155	11	least	least	ADJ
ajoaa-1649	155	12	efficient	efficient	ADJ
ajoaa-1649	155	13	farmer	farmer	NOUN
ajoaa-1649	155	14	after	after	ADP
ajoaa-1649	155	15	estimation	estimation	NOUN
ajoaa-1649	155	16	of	of	ADP
ajoaa-1649	155	17	stochastic	stochastic	ADJ
ajoaa-1649	155	18	frontier	frontier	NOUN
ajoaa-1649	155	19	function	function	NOUN
ajoaa-1649	155	20	,	,	PUNCT
ajoaa-1649	155	21	and	and	CCONJ
ajoaa-1649	155	22	prediction	prediction	NOUN
ajoaa-1649	155	23	of	of	ADP
ajoaa-1649	155	24	technical	technical	ADJ
ajoaa-1649	155	25	efficiency	efficiency	NOUN
ajoaa-1649	155	26	,	,	PUNCT
ajoaa-1649	155	27	the	the	DET
ajoaa-1649	155	28	distribution	distribution	NOUN
ajoaa-1649	155	29	of	of	ADP
ajoaa-1649	155	30	technical	technical	ADJ
ajoaa-1649	155	31	efficiency	efficiency	NOUN
ajoaa-1649	155	32	is	be	AUX
ajoaa-1649	155	33	displayed	display	VERB
ajoaa-1649	155	34	together	together	ADV
ajoaa-1649	155	35	with	with	ADP
ajoaa-1649	155	36	possible	possible	ADJ
ajoaa-1649	155	37	cost	cost	NOUN
ajoaa-1649	155	38	saving	save	VERB
ajoaa-1649	155	39	that	that	SCONJ
ajoaa-1649	155	40	an	an	DET
ajoaa-1649	155	41	average	average	ADJ
ajoaa-1649	155	42	and	and	CCONJ
ajoaa-1649	155	43	least	least	ADJ
ajoaa-1649	155	44	efficient	efficient	ADJ
ajoaa-1649	155	45	farmer	farmer	NOUN
ajoaa-1649	155	46	would	would	AUX
ajoaa-1649	155	47	have	have	AUX
ajoaa-1649	155	48	realized	realize	VERB
ajoaa-1649	155	49	when	when	SCONJ
ajoaa-1649	155	50	compared	compare	VERB
ajoaa-1649	155	51	to	to	ADP
ajoaa-1649	155	52	the	the	DET
ajoaa-1649	155	53	most	most	ADV
ajoaa-1649	155	54	efficient	efficient	ADJ
ajoaa-1649	155	55	counterpart	counterpart	NOUN
ajoaa-1649	155	56	.	.	PUNCT
ajoaa-1649	156	1	cost	cost	NOUN
ajoaa-1649	156	2	saving	save	VERB
ajoaa-1649	156	3	to	to	ADP
ajoaa-1649	156	4	an	an	DET
ajoaa-1649	156	5	average	average	ADJ
ajoaa-1649	156	6	efficient	efficient	ADJ
ajoaa-1649	156	7	farmer	farmer	NOUN
ajoaa-1649	156	8	is	be	AUX
ajoaa-1649	156	9	obtained	obtain	VERB
ajoaa-1649	156	10	by	by	ADP
ajoaa-1649	156	11	taking	take	VERB
ajoaa-1649	156	12	[	[	PUNCT
ajoaa-1649	156	13	1	1	NUM
ajoaa-1649	156	14	−	−	NOUN
ajoaa-1649	156	15	mean	mean	ADJ
ajoaa-1649	156	16	technical	technical	ADJ
ajoaa-1649	156	17	efficiency	efficiency	NOUN
ajoaa-1649	156	18	maximum	maximum	NOUN
ajoaa-1649	156	19	technical	technical	ADJ
ajoaa-1649	156	20	efficiency	efficiency	NOUN
ajoaa-1649	156	21	]	]	PUNCT
ajoaa-1649	156	22	∗	∗	NOUN
ajoaa-1649	156	23	100	100	NUM
ajoaa-1649	156	24	and	and	CCONJ
ajoaa-1649	156	25	cost	cost	NOUN
ajoaa-1649	156	26	saving	saving	NOUN
ajoaa-1649	156	27	to	to	ADP
ajoaa-1649	156	28	the	the	DET
ajoaa-1649	156	29	least	least	ADV
ajoaa-1649	156	30	efficient	efficient	ADJ
ajoaa-1649	156	31	farmer	farmer	NOUN
ajoaa-1649	156	32	obtained	obtain	VERB
ajoaa-1649	156	33	by[1	by[1	ADV
ajoaa-1649	156	34	−	−	PROPN
ajoaa-1649	156	35	minimum	minimum	ADJ
ajoaa-1649	156	36	technical	technical	ADJ
ajoaa-1649	156	37	efficiency	efficiency	NOUN
ajoaa-1649	156	38	maximum	maximum	NOUN
ajoaa-1649	156	39	technical	technical	ADJ
ajoaa-1649	156	40	efficiency	efficiency	NOUN
ajoaa-1649	156	41	]	]	PUNCT
ajoaa-1649	156	42	∗	∗	X
ajoaa-1649	156	43	100	100	NUM
ajoaa-1649	156	44	(	(	PUNCT
ajoaa-1649	156	45	bravo	bravo	NOUN
ajoaa-1649	156	46	-	-	PUNCT
ajoaa-1649	156	47	ureta	ureta	PROPN
ajoaa-1649	156	48	and	and	CCONJ
ajoaa-1649	156	49	pinheiro	pinheiro	VERB
ajoaa-1649	156	50	,	,	PUNCT
ajoaa-1649	156	51	1997	1997	NUM
ajoaa-1649	156	52	)	)	PUNCT
ajoaa-1649	156	53	.	.	PUNCT
ajoaa-1649	157	1	4.5.2	4.5.2	NUM
ajoaa-1649	157	2	.	.	PUNCT
ajoaa-1649	158	1	the	the	DET
ajoaa-1649	158	2	technical	technical	ADJ
ajoaa-1649	158	3	inefficiency	inefficiency	NOUN
ajoaa-1649	158	4	model	model	NOUN
ajoaa-1649	158	5	3farmer(s	3farmer(s	NUM
ajoaa-1649	158	6	)	)	PUNCT
ajoaa-1649	158	7	stands	stand	VERB
ajoaa-1649	158	8	for	for	ADP
ajoaa-1649	158	9	farming	farming	NOUN
ajoaa-1649	158	10	household(s	household(s	PROPN
ajoaa-1649	158	11	)	)	PUNCT
ajoaa-1649	158	12	whose	whose	DET
ajoaa-1649	158	13	information	information	NOUN
ajoaa-1649	158	14	obtained	obtain	VERB
ajoaa-1649	158	15	from	from	ADP
ajoaa-1649	158	16	household	household	NOUN
ajoaa-1649	158	17	heads	head	NOUN
ajoaa-1649	158	18	asian	asian	PROPN
ajoaa-1649	158	19	journal	journal	PROPN
ajoaa-1649	158	20	of	of	ADP
ajoaa-1649	158	21	agriculture	agriculture	NOUN
ajoaa-1649	158	22	and	and	CCONJ
ajoaa-1649	158	23	rural	rural	ADJ
ajoaa-1649	158	24	development	development	NOUN
ajoaa-1649	158	25	,	,	PUNCT
ajoaa-1649	158	26	7(9)2017	7(9)2017	NUM
ajoaa-1649	158	27	:	:	PUNCT
ajoaa-1649	158	28	180	180	NUM
ajoaa-1649	158	29	-	-	SYM
ajoaa-1649	158	30	197	197	NUM
ajoaa-1649	158	31	188	188	NUM
ajoaa-1649	158	32	production	production	NOUN
ajoaa-1649	158	33	is	be	AUX
ajoaa-1649	158	34	constrained	constrain	VERB
ajoaa-1649	158	35	by	by	ADP
ajoaa-1649	158	36	inputs	input	NOUN
ajoaa-1649	158	37	and	and	CCONJ
ajoaa-1649	158	38	random	random	ADJ
ajoaa-1649	158	39	factors	factor	NOUN
ajoaa-1649	158	40	that	that	PRON
ajoaa-1649	158	41	lead	lead	VERB
ajoaa-1649	158	42	into	into	ADP
ajoaa-1649	158	43	production	production	NOUN
ajoaa-1649	158	44	fall	fall	NOUN
ajoaa-1649	158	45	below	below	ADP
ajoaa-1649	158	46	the	the	DET
ajoaa-1649	158	47	potential	potential	ADJ
ajoaa-1649	158	48	frontier	frontier	NOUN
ajoaa-1649	158	49	output	output	NOUN
ajoaa-1649	158	50	.	.	PUNCT
ajoaa-1649	159	1	the	the	DET
ajoaa-1649	159	2	fall	fall	NOUN
ajoaa-1649	159	3	is	be	AUX
ajoaa-1649	159	4	highly	highly	ADV
ajoaa-1649	159	5	a	a	DET
ajoaa-1649	159	6	result	result	NOUN
ajoaa-1649	159	7	of	of	ADP
ajoaa-1649	159	8	technical	technical	ADJ
ajoaa-1649	159	9	inefficiency	inefficiency	NOUN
ajoaa-1649	159	10	which	which	PRON
ajoaa-1649	159	11	is	be	AUX
ajoaa-1649	159	12	theoretically	theoretically	ADV
ajoaa-1649	159	13	identified	identify	VERB
ajoaa-1649	159	14	from	from	ADP
ajoaa-1649	159	15	stochastic	stochastic	ADJ
ajoaa-1649	159	16	frontier	frontier	NOUN
ajoaa-1649	159	17	(	(	PUNCT
ajoaa-1649	159	18	battese	battese	ADJ
ajoaa-1649	159	19	and	and	CCONJ
ajoaa-1649	159	20	coelli	coelli	PROPN
ajoaa-1649	159	21	,	,	PUNCT
ajoaa-1649	159	22	1993	1993	NUM
ajoaa-1649	159	23	and	and	CCONJ
ajoaa-1649	159	24	1995	1995	NUM
ajoaa-1649	159	25	)	)	PUNCT
ajoaa-1649	159	26	.	.	PUNCT
ajoaa-1649	160	1	identifying	identify	VERB
ajoaa-1649	160	2	technical	technical	ADJ
ajoaa-1649	160	3	inefficiency	inefficiency	NOUN
ajoaa-1649	160	4	only	only	ADV
ajoaa-1649	160	5	is	be	AUX
ajoaa-1649	160	6	not	not	PART
ajoaa-1649	160	7	sufficient	sufficient	ADJ
ajoaa-1649	160	8	,	,	PUNCT
ajoaa-1649	160	9	thus	thus	ADV
ajoaa-1649	160	10	,	,	PUNCT
ajoaa-1649	160	11	the	the	DET
ajoaa-1649	160	12	sources	source	NOUN
ajoaa-1649	160	13	of	of	ADP
ajoaa-1649	160	14	technical	technical	ADJ
ajoaa-1649	160	15	inefficiency	inefficiency	NOUN
ajoaa-1649	160	16	to	to	PART
ajoaa-1649	160	17	solve	solve	VERB
ajoaa-1649	160	18	the	the	DET
ajoaa-1649	160	19	problem	problem	NOUN
ajoaa-1649	160	20	are	be	AUX
ajoaa-1649	160	21	needed	need	VERB
ajoaa-1649	160	22	.	.	PUNCT
ajoaa-1649	161	1	technical	technical	ADJ
ajoaa-1649	161	2	inefficiency	inefficiency	NOUN
ajoaa-1649	161	3	with	with	ADP
ajoaa-1649	161	4	respect	respect	NOUN
ajoaa-1649	161	5	to	to	ADP
ajoaa-1649	161	6	independent	independent	ADJ
ajoaa-1649	161	7	variables	variable	NOUN
ajoaa-1649	161	8	as	as	SCONJ
ajoaa-1649	161	9	used	use	VERB
ajoaa-1649	161	10	by	by	ADP
ajoaa-1649	161	11	pitt	pitt	PROPN
ajoaa-1649	161	12	and	and	CCONJ
ajoaa-1649	161	13	lee	lee	PROPN
ajoaa-1649	161	14	(	(	PUNCT
ajoaa-1649	161	15	1981	1981	NUM
ajoaa-1649	161	16	)	)	PUNCT
ajoaa-1649	161	17	is	be	AUX
ajoaa-1649	161	18	considered	consider	VERB
ajoaa-1649	161	19	,	,	PUNCT
ajoaa-1649	161	20	in	in	SCONJ
ajoaa-1649	161	21	addition	addition	NOUN
ajoaa-1649	161	22	to	to	ADP
ajoaa-1649	161	23	this	this	DET
ajoaa-1649	161	24	random	random	ADJ
ajoaa-1649	161	25	error	error	NOUN
ajoaa-1649	161	26	is	be	AUX
ajoaa-1649	161	27	included	include	VERB
ajoaa-1649	161	28	and	and	CCONJ
ajoaa-1649	161	29	other	other	ADJ
ajoaa-1649	161	30	independent	independent	ADJ
ajoaa-1649	161	31	factors	factor	NOUN
ajoaa-1649	161	32	,	,	PUNCT
ajoaa-1649	161	33	therefore	therefore	ADV
ajoaa-1649	161	34	technical	technical	ADJ
ajoaa-1649	161	35	inefficiency	inefficiency	NOUN
ajoaa-1649	161	36	model	model	NOUN
ajoaa-1649	161	37	is	be	AUX
ajoaa-1649	161	38	given	give	VERB
ajoaa-1649	161	39	by	by	ADP
ajoaa-1649	161	40	;	;	PUNCT
ajoaa-1649	161	41	𝑈𝑖	𝑈𝑖	PROPN
ajoaa-1649	161	42	=	=	PUNCT
ajoaa-1649	161	43	𝛿0	𝛿0	NOUN
ajoaa-1649	161	44	+	+	CCONJ
ajoaa-1649	161	45	𝛿1𝐴𝑔𝑒	𝛿1𝐴𝑔𝑒	VERB
ajoaa-1649	161	46	+	+	CCONJ
ajoaa-1649	161	47	𝛿2𝐻ℎ𝑠𝑖𝑧𝑒	𝛿2𝐻ℎ𝑠𝑖𝑧𝑒	PROPN
ajoaa-1649	161	48	+	+	CCONJ
ajoaa-1649	161	49	𝛿3𝐸𝑑𝑢𝑝	𝛿3𝐸𝑑𝑢𝑝	X
ajoaa-1649	161	50	+	+	ADJ
ajoaa-1649	161	51	𝛿4𝐼𝑛𝑝𝑢𝑡𝑐𝑜𝑠𝑡	𝛿4𝐼𝑛𝑝𝑢𝑡𝑐𝑜𝑠𝑡	NOUN
ajoaa-1649	161	52	+	+	CCONJ
ajoaa-1649	161	53	𝛿5𝐶𝑟𝑒𝑑𝑖𝑡𝑎𝑐𝑐𝑒𝑠𝑠	𝛿5𝐶𝑟𝑒𝑑𝑖𝑡𝑎𝑐𝑐𝑒𝑠𝑠	PROPN
ajoaa-1649	161	54	+	+	CCONJ
ajoaa-1649	161	55	𝛿6𝐶𝑎𝑝𝑖𝑡𝑎𝑙𝑎𝑠𝑠𝑒𝑡	𝛿6𝐶𝑎𝑝𝑖𝑡𝑎𝑙𝑎𝑠𝑠𝑒𝑡	PROPN
ajoaa-1649	161	56	+	+	CCONJ
ajoaa-1649	161	57	𝛿7𝐿𝑖𝑣𝑖𝑛𝑔𝑐𝑜𝑛𝑑	𝛿7𝐿𝑖𝑣𝑖𝑛𝑔𝑐𝑜𝑛𝑑	PROPN
ajoaa-1649	161	58	+	+	CCONJ
ajoaa-1649	161	59	𝛿8𝑚𝑎𝑖𝑛𝑤𝑜𝑟𝑘	𝛿8𝑚𝑎𝑖𝑛𝑤𝑜𝑟𝑘	NOUN
ajoaa-1649	161	60	+	+	X
ajoaa-1649	161	61	휀𝑖	휀𝑖	PRON
ajoaa-1649	161	62	…	…	PUNCT
ajoaa-1649	161	63	…	…	PUNCT
ajoaa-1649	161	64	…	…	PUNCT
ajoaa-1649	161	65	…	…	PUNCT
ajoaa-1649	161	66	……	……	NOUN
ajoaa-1649	161	67	……	……	NOUN
ajoaa-1649	161	68	.	.	PUNCT
ajoaa-1649	162	1	(	(	PUNCT
ajoaa-1649	162	2	5	5	NUM
ajoaa-1649	162	3	)	)	PUNCT
ajoaa-1649	162	4	where	where	SCONJ
ajoaa-1649	162	5	,	,	PUNCT
ajoaa-1649	162	6	𝑈𝑖	𝑈𝑖	PROPN
ajoaa-1649	162	7	is	be	AUX
ajoaa-1649	162	8	the	the	DET
ajoaa-1649	162	9	technical	technical	ADJ
ajoaa-1649	162	10	inefficiency	inefficiency	NOUN
ajoaa-1649	162	11	of	of	ADP
ajoaa-1649	162	12	the𝑖𝑡ℎfarmer	the𝑖𝑡ℎfarmer	NOUN
ajoaa-1649	162	13	,	,	PUNCT
ajoaa-1649	162	14	𝛿0	𝛿0	NOUN
ajoaa-1649	162	15	−	−	PROPN
ajoaa-1649	162	16	𝛿10	𝛿10	NOUN
ajoaa-1649	162	17	is	be	AUX
ajoaa-1649	162	18	inefficiency	inefficiency	NOUN
ajoaa-1649	162	19	parameters	parameter	NOUN
ajoaa-1649	162	20	to	to	PART
ajoaa-1649	162	21	be	be	AUX
ajoaa-1649	162	22	estimated	estimate	VERB
ajoaa-1649	162	23	,	,	PUNCT
ajoaa-1649	162	24	age	age	NOUN
ajoaa-1649	162	25	is	be	AUX
ajoaa-1649	162	26	age	age	NOUN
ajoaa-1649	162	27	of	of	ADP
ajoaa-1649	162	28	the	the	DET
ajoaa-1649	162	29	farming	farming	NOUN
ajoaa-1649	162	30	household	household	NOUN
ajoaa-1649	162	31	head	head	NOUN
ajoaa-1649	162	32	(	(	PUNCT
ajoaa-1649	162	33	years	year	NOUN
ajoaa-1649	162	34	)	)	PUNCT
ajoaa-1649	162	35	,	,	PUNCT
ajoaa-1649	162	36	hhsize	hhsize	NOUN
ajoaa-1649	162	37	is	be	AUX
ajoaa-1649	162	38	the	the	DET
ajoaa-1649	162	39	number	number	NOUN
ajoaa-1649	162	40	of	of	ADP
ajoaa-1649	162	41	persons	person	NOUN
ajoaa-1649	162	42	in	in	ADP
ajoaa-1649	162	43	the	the	DET
ajoaa-1649	162	44	house	house	NOUN
ajoaa-1649	162	45	who	who	PRON
ajoaa-1649	162	46	provide	provide	VERB
ajoaa-1649	162	47	labour	labour	NOUN
ajoaa-1649	162	48	in	in	ADP
ajoaa-1649	162	49	farming	farming	NOUN
ajoaa-1649	162	50	(	(	PUNCT
ajoaa-1649	162	51	numbers	number	NOUN
ajoaa-1649	162	52	)	)	PUNCT
ajoaa-1649	162	53	,	,	PUNCT
ajoaa-1649	162	54	edup	edup	NOUN
ajoaa-1649	162	55	is	be	AUX
ajoaa-1649	162	56	the	the	DET
ajoaa-1649	162	57	education	education	NOUN
ajoaa-1649	162	58	level	level	NOUN
ajoaa-1649	162	59	attained	attain	VERB
ajoaa-1649	162	60	by	by	ADP
ajoaa-1649	162	61	the	the	DET
ajoaa-1649	162	62	head	head	NOUN
ajoaa-1649	162	63	of	of	ADP
ajoaa-1649	162	64	household	household	NOUN
ajoaa-1649	162	65	in	in	ADP
ajoaa-1649	162	66	years	year	NOUN
ajoaa-1649	162	67	(	(	PUNCT
ajoaa-1649	162	68	1=	1=	X
ajoaa-1649	162	69	primary	primary	ADJ
ajoaa-1649	162	70	education	education	NOUN
ajoaa-1649	162	71	,	,	PUNCT
ajoaa-1649	162	72	0	0	NUM
ajoaa-1649	162	73	otherwise	otherwise	ADV
ajoaa-1649	162	74	)	)	PUNCT
ajoaa-1649	162	75	,	,	PUNCT
ajoaa-1649	162	76	inputcost	inputcost	PROPN
ajoaa-1649	162	77	is	be	AUX
ajoaa-1649	162	78	the	the	DET
ajoaa-1649	162	79	cost	cost	NOUN
ajoaa-1649	162	80	incurred	incur	VERB
ajoaa-1649	162	81	in	in	ADP
ajoaa-1649	162	82	inputs	input	NOUN
ajoaa-1649	162	83	(	(	PUNCT
ajoaa-1649	162	84	tshs	tshs	NOUN
ajoaa-1649	162	85	)	)	PUNCT
ajoaa-1649	162	86	(	(	PUNCT
ajoaa-1649	162	87	1	1	NUM
ajoaa-1649	162	88	=	=	NUM
ajoaa-1649	162	89	high	high	ADJ
ajoaa-1649	162	90	cost	cost	NOUN
ajoaa-1649	162	91	,	,	PUNCT
ajoaa-1649	162	92	0=	0=	NOUN
ajoaa-1649	162	93	otherwise	otherwise	ADV
ajoaa-1649	162	94	)	)	PUNCT
ajoaa-1649	162	95	,	,	PUNCT
ajoaa-1649	162	96	creditaccess	creditaccess	PROPN
ajoaa-1649	162	97	stands	stand	VERB
ajoaa-1649	162	98	for	for	ADP
ajoaa-1649	162	99	farming	farm	VERB
ajoaa-1649	162	100	household	household	NOUN
ajoaa-1649	162	101	access	access	NOUN
ajoaa-1649	162	102	to	to	ADP
ajoaa-1649	162	103	credit	credit	NOUN
ajoaa-1649	162	104	(	(	PUNCT
ajoaa-1649	162	105	1=	1=	NUM
ajoaa-1649	162	106	yes	yes	ADV
ajoaa-1649	162	107	,	,	PUNCT
ajoaa-1649	162	108	0=	0=	NOUN
ajoaa-1649	162	109	no	no	NOUN
ajoaa-1649	162	110	)	)	PUNCT
ajoaa-1649	162	111	,	,	PUNCT
ajoaa-1649	162	112	capitalassetstands	capitalassetstand	NOUN
ajoaa-1649	162	113	for	for	ADP
ajoaa-1649	162	114	the	the	DET
ajoaa-1649	162	115	bicycle	bicycle	NOUN
ajoaa-1649	162	116	assets	asset	NOUN
ajoaa-1649	162	117	available	available	ADJ
ajoaa-1649	162	118	to	to	ADP
ajoaa-1649	162	119	the	the	DET
ajoaa-1649	162	120	farming	farming	NOUN
ajoaa-1649	162	121	households(1=	households(1=	INTJ
ajoaa-1649	163	1	yes	yes	INTJ
ajoaa-1649	163	2	,	,	PUNCT
ajoaa-1649	163	3	0=	0=	NOUN
ajoaa-1649	164	1	no	no	NOUN
ajoaa-1649	164	2	)	)	PUNCT
ajoaa-1649	164	3	,	,	PUNCT
ajoaa-1649	164	4	livingcondstands	livingcondstand	NOUN
ajoaa-1649	164	5	for	for	ADP
ajoaa-1649	164	6	living	live	VERB
ajoaa-1649	164	7	condition	condition	NOUN
ajoaa-1649	164	8	of	of	ADP
ajoaa-1649	164	9	the	the	DET
ajoaa-1649	164	10	farming	farming	NOUN
ajoaa-1649	164	11	household	household	NOUN
ajoaa-1649	164	12	(	(	PUNCT
ajoaa-1649	164	13	1=	1=	NOUN
ajoaa-1649	164	14	have	have	AUX
ajoaa-1649	164	15	iron	iron	NOUN
ajoaa-1649	164	16	sheet	sheet	NOUN
ajoaa-1649	164	17	houses	house	NOUN
ajoaa-1649	164	18	,	,	PUNCT
ajoaa-1649	164	19	0=	0=	NOUN
ajoaa-1649	164	20	otherwise),mainactivity	otherwise),mainactivity	NOUN
ajoaa-1649	164	21	stands	stand	VERB
ajoaa-1649	164	22	for	for	ADP
ajoaa-1649	164	23	farming	farming	NOUN
ajoaa-1649	164	24	households	household	NOUN
ajoaa-1649	164	25	who	who	PRON
ajoaa-1649	164	26	fully	fully	ADV
ajoaa-1649	164	27	engage	engage	VERB
ajoaa-1649	164	28	in	in	ADP
ajoaa-1649	164	29	farming	farming	NOUN
ajoaa-1649	164	30	activities	activity	NOUN
ajoaa-1649	164	31	(	(	PUNCT
ajoaa-1649	164	32	1	1	NUM
ajoaa-1649	164	33	=	=	NOUN
ajoaa-1649	164	34	full	full	ADJ
ajoaa-1649	164	35	engagement	engagement	NOUN
ajoaa-1649	164	36	,	,	PUNCT
ajoaa-1649	164	37	0	0	NUM
ajoaa-1649	164	38	otherwise	otherwise	ADV
ajoaa-1649	164	39	)	)	PUNCT
ajoaa-1649	164	40	,	,	PUNCT
ajoaa-1649	164	41	and	and	CCONJ
ajoaa-1649	164	42	휀𝑖	휀𝑖	ADV
ajoaa-1649	164	43	is	be	AUX
ajoaa-1649	164	44	the	the	DET
ajoaa-1649	164	45	error	error	NOUN
ajoaa-1649	164	46	term	term	NOUN
ajoaa-1649	164	47	in	in	ADP
ajoaa-1649	164	48	the	the	DET
ajoaa-1649	164	49	ordinary	ordinary	ADJ
ajoaa-1649	164	50	least	least	ADJ
ajoaa-1649	164	51	square	square	ADJ
ajoaa-1649	164	52	(	(	PUNCT
ajoaa-1649	164	53	ols	ol	NOUN
ajoaa-1649	164	54	)	)	PUNCT
ajoaa-1649	164	55	of	of	ADP
ajoaa-1649	164	56	technical	technical	ADJ
ajoaa-1649	164	57	inefficiency	inefficiency	NOUN
ajoaa-1649	164	58	model	model	NOUN
ajoaa-1649	164	59	.	.	PUNCT
ajoaa-1649	165	1	4.6	4.6	NUM
ajoaa-1649	165	2	.	.	PUNCT
ajoaa-1649	165	3	returns	return	NOUN
ajoaa-1649	165	4	to	to	PART
ajoaa-1649	165	5	scale	scale	VERB
ajoaa-1649	165	6	in	in	ADP
ajoaa-1649	165	7	any	any	DET
ajoaa-1649	165	8	production	production	NOUN
ajoaa-1649	165	9	,	,	PUNCT
ajoaa-1649	165	10	outputs	output	NOUN
ajoaa-1649	165	11	are	be	AUX
ajoaa-1649	165	12	expected	expect	VERB
ajoaa-1649	165	13	to	to	PART
ajoaa-1649	165	14	vary	vary	VERB
ajoaa-1649	165	15	relative	relative	ADJ
ajoaa-1649	165	16	to	to	ADP
ajoaa-1649	165	17	inputs	input	NOUN
ajoaa-1649	165	18	used	use	VERB
ajoaa-1649	165	19	.	.	PUNCT
ajoaa-1649	166	1	beattie	beattie	PROPN
ajoaa-1649	166	2	and	and	CCONJ
ajoaa-1649	166	3	friends	friend	NOUN
ajoaa-1649	166	4	(	(	PUNCT
ajoaa-1649	166	5	2011	2011	NUM
ajoaa-1649	166	6	)	)	PUNCT
ajoaa-1649	166	7	note	note	VERB
ajoaa-1649	166	8	that	that	SCONJ
ajoaa-1649	166	9	,	,	PUNCT
ajoaa-1649	166	10	the	the	DET
ajoaa-1649	166	11	so	so	ADV
ajoaa-1649	166	12	called	call	VERB
ajoaa-1649	166	13	function	function	NOUN
ajoaa-1649	166	14	coefficient	coefficient	NOUN
ajoaa-1649	166	15	is	be	AUX
ajoaa-1649	166	16	the	the	DET
ajoaa-1649	166	17	total	total	ADJ
ajoaa-1649	166	18	percentage	percentage	NOUN
ajoaa-1649	166	19	change	change	NOUN
ajoaa-1649	166	20	in	in	ADP
ajoaa-1649	166	21	output	output	NOUN
ajoaa-1649	166	22	relative	relative	ADJ
ajoaa-1649	166	23	to	to	ADP
ajoaa-1649	166	24	percentage	percentage	NOUN
ajoaa-1649	166	25	change	change	NOUN
ajoaa-1649	166	26	in	in	ADP
ajoaa-1649	166	27	all	all	DET
ajoaa-1649	166	28	inputs	input	NOUN
ajoaa-1649	166	29	.	.	PUNCT
ajoaa-1649	167	1	the	the	DET
ajoaa-1649	167	2	total	total	ADJ
ajoaa-1649	167	3	percentage	percentage	NOUN
ajoaa-1649	167	4	change	change	NOUN
ajoaa-1649	167	5	in	in	ADP
ajoaa-1649	167	6	output	output	NOUN
ajoaa-1649	167	7	is	be	AUX
ajoaa-1649	167	8	considered	consider	VERB
ajoaa-1649	167	9	as	as	ADP
ajoaa-1649	167	10	total	total	ADJ
ajoaa-1649	167	11	elasticity	elasticity	NOUN
ajoaa-1649	167	12	of	of	ADP
ajoaa-1649	167	13	production	production	NOUN
ajoaa-1649	167	14	written	write	VERB
ajoaa-1649	167	15	as	as	ADP
ajoaa-1649	167	16	;	;	PUNCT
ajoaa-1649	167	17	휀	휀	NOUN
ajoaa-1649	167	18	=	=	X
ajoaa-1649	167	19	𝐸1	𝐸1	NOUN
ajoaa-1649	167	20	+	+	CCONJ
ajoaa-1649	167	21	𝐸2	𝐸2	ADJ
ajoaa-1649	167	22	+	+	CCONJ
ajoaa-1649	167	23	𝐸3	𝐸3	PROPN
ajoaa-1649	167	24	…	…	PUNCT
ajoaa-1649	167	25	…	…	PUNCT
ajoaa-1649	167	26	…	…	PUNCT
ajoaa-1649	167	27	…	…	PUNCT
ajoaa-1649	167	28	……	……	NOUN
ajoaa-1649	167	29	……	……	NOUN
ajoaa-1649	167	30	……	……	NOUN
ajoaa-1649	167	31	.	.	PUNCT
ajoaa-1649	168	1	(	(	PUNCT
ajoaa-1649	168	2	6	6	NUM
ajoaa-1649	168	3	)	)	PUNCT
ajoaa-1649	168	4	e1	e1	PROPN
ajoaa-1649	168	5	,	,	PUNCT
ajoaa-1649	168	6	e2	e2	PROPN
ajoaa-1649	168	7	and	and	CCONJ
ajoaa-1649	168	8	e3	e3	NOUN
ajoaa-1649	168	9	are	be	AUX
ajoaa-1649	168	10	elasticity	elasticity	NOUN
ajoaa-1649	168	11	1	1	NUM
ajoaa-1649	168	12	,	,	PUNCT
ajoaa-1649	168	13	elasticity	elasticity	NOUN
ajoaa-1649	168	14	2	2	NUM
ajoaa-1649	168	15	and	and	CCONJ
ajoaa-1649	168	16	elasticity	elasticity	NOUN
ajoaa-1649	168	17	3	3	NUM
ajoaa-1649	168	18	respectively	respectively	ADV
ajoaa-1649	168	19	,	,	PUNCT
ajoaa-1649	168	20	and	and	CCONJ
ajoaa-1649	168	21	their	their	PRON
ajoaa-1649	168	22	sum	sum	NOUN
ajoaa-1649	168	23	gives	give	VERB
ajoaa-1649	168	24	total	total	ADJ
ajoaa-1649	168	25	elasticity	elasticity	NOUN
ajoaa-1649	168	26	.	.	PUNCT
ajoaa-1649	169	1	furthermore	furthermore	ADV
ajoaa-1649	169	2	,	,	PUNCT
ajoaa-1649	169	3	quasi	quasi	ADJ
ajoaa-1649	169	4	elasticity	elasticity	NOUN
ajoaa-1649	169	5	written	write	VERB
ajoaa-1649	169	6	as	as	ADP
ajoaa-1649	169	7	𝜉	𝜉	X
ajoaa-1649	169	8	=	=	SYM
ajoaa-1649	169	9	𝐸1	𝐸1	PROPN
ajoaa-1649	169	10	+	+	CCONJ
ajoaa-1649	169	11	𝐸2	𝐸2	PROPN
ajoaa-1649	169	12	is	be	AUX
ajoaa-1649	169	13	obtained	obtain	VERB
ajoaa-1649	169	14	by	by	ADP
ajoaa-1649	169	15	keeping	keep	VERB
ajoaa-1649	169	16	other	other	ADJ
ajoaa-1649	169	17	factors	factor	NOUN
ajoaa-1649	169	18	constant	constant	ADJ
ajoaa-1649	169	19	and	and	CCONJ
ajoaa-1649	169	20	focusing	focus	VERB
ajoaa-1649	169	21	on	on	ADP
ajoaa-1649	169	22	only	only	ADV
ajoaa-1649	169	23	few	few	ADJ
ajoaa-1649	169	24	,	,	PUNCT
ajoaa-1649	169	25	in	in	ADP
ajoaa-1649	169	26	which휀	which휀	PROPN
ajoaa-1649	169	27	𝑜𝑟	𝑜𝑟	ADP
ajoaa-1649	169	28	𝜉	𝜉	PROPN
ajoaa-1649	169	29	>	>	X
ajoaa-1649	169	30	1	1	NUM
ajoaa-1649	169	31	implies	imply	VERB
ajoaa-1649	169	32	increasing	increase	VERB
ajoaa-1649	169	33	returns	return	NOUN
ajoaa-1649	169	34	to	to	PART
ajoaa-1649	169	35	scale	scale	VERB
ajoaa-1649	169	36	(	(	PUNCT
ajoaa-1649	169	37	irt	irt	PROPN
ajoaa-1649	169	38	)	)	PUNCT
ajoaa-1649	169	39	,	,	PUNCT
ajoaa-1649	169	40	휀	휀	NOUN
ajoaa-1649	169	41	𝑜𝑟	𝑜𝑟	ADP
ajoaa-1649	169	42	𝜉	𝜉	X
ajoaa-1649	169	43	<	<	X
ajoaa-1649	169	44	1	1	NUM
ajoaa-1649	169	45	implies	imply	VERB
ajoaa-1649	169	46	decreasing	decrease	VERB
ajoaa-1649	169	47	return	return	NOUN
ajoaa-1649	169	48	to	to	ADP
ajoaa-1649	169	49	scale	scale	NOUN
ajoaa-1649	169	50	(	(	PUNCT
ajoaa-1649	169	51	drt	drt	NOUN
ajoaa-1649	169	52	)	)	PUNCT
ajoaa-1649	169	53	and휀	and휀	NOUN
ajoaa-1649	169	54	𝑜𝑟	𝑜𝑟	ADP
ajoaa-1649	169	55	𝜉	𝜉	NOUN
ajoaa-1649	169	56	=	=	SYM
ajoaa-1649	169	57	1	1	NUM
ajoaa-1649	169	58	implies	imply	VERB
ajoaa-1649	169	59	constant	constant	ADJ
ajoaa-1649	169	60	return	return	NOUN
ajoaa-1649	169	61	to	to	ADP
ajoaa-1649	169	62	scale	scale	NOUN
ajoaa-1649	169	63	(	(	PUNCT
ajoaa-1649	169	64	crt	crt	ADJ
ajoaa-1649	169	65	)	)	PUNCT
ajoaa-1649	169	66	in	in	ADP
ajoaa-1649	169	67	production	production	NOUN
ajoaa-1649	169	68	.	.	PUNCT
ajoaa-1649	170	1	4.7	4.7	NUM
ajoaa-1649	170	2	.	.	PUNCT
ajoaa-1649	170	3	hypothesis	hypothesis	NOUN
ajoaa-1649	170	4	of	of	ADP
ajoaa-1649	170	5	the	the	DET
ajoaa-1649	170	6	study	study	NOUN
ajoaa-1649	170	7	i.	i.	NOUN
ajoaa-1649	170	8	there	there	PRON
ajoaa-1649	170	9	is	be	VERB
ajoaa-1649	170	10	technical	technical	ADJ
ajoaa-1649	170	11	inefficiency	inefficiency	NOUN
ajoaa-1649	170	12	in	in	ADP
ajoaa-1649	170	13	production	production	NOUN
ajoaa-1649	170	14	of	of	ADP
ajoaa-1649	170	15	maize	maize	NOUN
ajoaa-1649	170	16	,	,	PUNCT
ajoaa-1649	170	17	tobacco	tobacco	NOUN
ajoaa-1649	170	18	and	and	CCONJ
ajoaa-1649	170	19	groundnuts	groundnut	NOUN
ajoaa-1649	170	20	to	to	ADP
ajoaa-1649	170	21	smallholder	smallholder	NOUN
ajoaa-1649	170	22	farmers	farmer	NOUN
ajoaa-1649	170	23	in	in	ADP
ajoaa-1649	170	24	tabora	tabora	PROPN
ajoaa-1649	170	25	and	and	CCONJ
ajoaa-1649	170	26	ruvuma	ruvuma	PROPN
ajoaa-1649	170	27	region	region	NOUN
ajoaa-1649	170	28	.	.	PUNCT
ajoaa-1649	171	1	ii	ii	PROPN
ajoaa-1649	171	2	.	.	PUNCT
ajoaa-1649	172	1	both	both	CCONJ
ajoaa-1649	172	2	social	social	ADJ
ajoaa-1649	172	3	and	and	CCONJ
ajoaa-1649	172	4	institutional	institutional	ADJ
ajoaa-1649	172	5	factors	factor	NOUN
ajoaa-1649	172	6	are	be	AUX
ajoaa-1649	172	7	determinants	determinant	NOUN
ajoaa-1649	172	8	of	of	ADP
ajoaa-1649	172	9	technical	technical	ADJ
ajoaa-1649	172	10	efficiency	efficiency	NOUN
ajoaa-1649	172	11	.	.	PUNCT
ajoaa-1649	173	1	iii	iii	X
ajoaa-1649	173	2	.	.	PUNCT
ajoaa-1649	174	1	there	there	PRON
ajoaa-1649	174	2	is	be	VERB
ajoaa-1649	174	3	slight	slight	ADJ
ajoaa-1649	174	4	difference	difference	NOUN
ajoaa-1649	174	5	in	in	ADP
ajoaa-1649	174	6	mean	mean	ADJ
ajoaa-1649	174	7	technical	technical	ADJ
ajoaa-1649	174	8	efficiency	efficiency	NOUN
ajoaa-1649	174	9	of	of	ADP
ajoaa-1649	174	10	farmers	farmer	NOUN
ajoaa-1649	174	11	in	in	ADP
ajoaa-1649	174	12	the	the	DET
ajoaa-1649	174	13	regions	region	NOUN
ajoaa-1649	174	14	.	.	PUNCT
ajoaa-1649	175	1	4.8	4.8	NUM
ajoaa-1649	175	2	.	.	PUNCT
ajoaa-1649	176	1	estimation	estimation	NOUN
ajoaa-1649	176	2	technique	technique	NOUN
ajoaa-1649	176	3	cobb	cobb	PROPN
ajoaa-1649	176	4	-	-	PUNCT
ajoaa-1649	176	5	douglas	douglas	PROPN
ajoaa-1649	176	6	production	production	NOUN
ajoaa-1649	176	7	function	function	NOUN
ajoaa-1649	176	8	and	and	CCONJ
ajoaa-1649	176	9	technical	technical	ADJ
ajoaa-1649	176	10	inefficiency	inefficiency	NOUN
ajoaa-1649	176	11	model	model	NOUN
ajoaa-1649	176	12	are	be	AUX
ajoaa-1649	176	13	estimated	estimate	VERB
ajoaa-1649	176	14	through	through	ADP
ajoaa-1649	176	15	two	two	NUM
ajoaa-1649	176	16	stage	stage	NOUN
ajoaa-1649	176	17	approach	approach	NOUN
ajoaa-1649	176	18	using	use	VERB
ajoaa-1649	176	19	ordinary	ordinary	ADJ
ajoaa-1649	176	20	least	least	ADJ
ajoaa-1649	176	21	square	square	ADJ
ajoaa-1649	176	22	(	(	PUNCT
ajoaa-1649	176	23	ols	ol	NOUN
ajoaa-1649	176	24	)	)	PUNCT
ajoaa-1649	176	25	that	that	PRON
ajoaa-1649	176	26	suggests	suggest	VERB
ajoaa-1649	176	27	suitable	suitable	ADJ
ajoaa-1649	176	28	factors	factor	NOUN
ajoaa-1649	176	29	of	of	ADP
ajoaa-1649	176	30	production	production	NOUN
ajoaa-1649	176	31	,	,	PUNCT
ajoaa-1649	176	32	that	that	PRON
ajoaa-1649	176	33	is	be	AUX
ajoaa-1649	176	34	inputs	input	VERB
ajoaa-1649	176	35	output	output	NOUN
ajoaa-1649	176	36	relationship	relationship	NOUN
ajoaa-1649	176	37	and	and	CCONJ
ajoaa-1649	176	38	maximum	maximum	ADJ
ajoaa-1649	176	39	likelihood	likelihood	NOUN
ajoaa-1649	176	40	estimator	estimator	NOUN
ajoaa-1649	176	41	(	(	PUNCT
ajoaa-1649	176	42	mle	mle	PROPN
ajoaa-1649	176	43	)	)	PUNCT
ajoaa-1649	176	44	that	that	PRON
ajoaa-1649	176	45	estimates	estimate	VERB
ajoaa-1649	176	46	the	the	DET
ajoaa-1649	176	47	stochastic	stochastic	ADJ
ajoaa-1649	176	48	frontier	frontier	NOUN
ajoaa-1649	176	49	function	function	NOUN
ajoaa-1649	176	50	using	use	VERB
ajoaa-1649	176	51	stata	stata	NOUN
ajoaa-1649	176	52	12	12	NUM
ajoaa-1649	176	53	software	software	NOUN
ajoaa-1649	176	54	to	to	PART
ajoaa-1649	176	55	detect	detect	VERB
ajoaa-1649	176	56	technical	technical	ADJ
ajoaa-1649	176	57	inefficiency	inefficiency	NOUN
ajoaa-1649	176	58	,	,	PUNCT
ajoaa-1649	176	59	this	this	PRON
ajoaa-1649	176	60	is	be	AUX
ajoaa-1649	176	61	in	in	ADP
ajoaa-1649	176	62	the	the	DET
ajoaa-1649	176	63	first	first	ADJ
ajoaa-1649	176	64	stage	stage	NOUN
ajoaa-1649	176	65	,	,	PUNCT
ajoaa-1649	176	66	while	while	SCONJ
ajoaa-1649	176	67	in	in	ADP
ajoaa-1649	176	68	the	the	DET
ajoaa-1649	176	69	second	second	ADJ
ajoaa-1649	176	70	stage	stage	NOUN
ajoaa-1649	176	71	,	,	PUNCT
ajoaa-1649	176	72	technical	technical	ADJ
ajoaa-1649	176	73	inefficiency	inefficiency	NOUN
ajoaa-1649	176	74	model	model	NOUN
ajoaa-1649	176	75	is	be	AUX
ajoaa-1649	176	76	estimated	estimate	VERB
ajoaa-1649	176	77	using	use	VERB
ajoaa-1649	176	78	ols	ol	NOUN
ajoaa-1649	176	79	to	to	PART
ajoaa-1649	176	80	capture	capture	VERB
ajoaa-1649	176	81	sources	source	NOUN
ajoaa-1649	176	82	of	of	ADP
ajoaa-1649	176	83	technical	technical	ADJ
ajoaa-1649	176	84	efficiency	efficiency	NOUN
ajoaa-1649	176	85	and	and	CCONJ
ajoaa-1649	176	86	inefficiency	inefficiency	NOUN
ajoaa-1649	176	87	to	to	ADP
ajoaa-1649	176	88	the	the	DET
ajoaa-1649	176	89	smallholder	smallholder	NOUN
ajoaa-1649	176	90	farming	farming	NOUN
ajoaa-1649	176	91	households	household	NOUN
ajoaa-1649	176	92	.	.	PUNCT
ajoaa-1649	177	1	asian	asian	ADJ
ajoaa-1649	177	2	journal	journal	PROPN
ajoaa-1649	177	3	of	of	ADP
ajoaa-1649	177	4	agriculture	agriculture	NOUN
ajoaa-1649	177	5	and	and	CCONJ
ajoaa-1649	177	6	rural	rural	ADJ
ajoaa-1649	177	7	development	development	NOUN
ajoaa-1649	177	8	,	,	PUNCT
ajoaa-1649	177	9	7(9)2017	7(9)2017	NUM
ajoaa-1649	177	10	:	:	PUNCT
ajoaa-1649	177	11	180	180	NUM
ajoaa-1649	177	12	-	-	SYM
ajoaa-1649	177	13	197	197	NUM
ajoaa-1649	177	14	189	189	NUM
ajoaa-1649	177	15	5	5	NUM
ajoaa-1649	177	16	.	.	PUNCT
ajoaa-1649	177	17	empirical	empirical	ADJ
ajoaa-1649	177	18	results	result	NOUN
ajoaa-1649	177	19	and	and	CCONJ
ajoaa-1649	177	20	their	their	PRON
ajoaa-1649	177	21	interpretations	interpretation	NOUN
ajoaa-1649	177	22	4.1	4.1	NUM
ajoaa-1649	177	23	.	.	PUNCT
ajoaa-1649	178	1	descriptive	descriptive	ADJ
ajoaa-1649	178	2	statistics	statistic	NOUN
ajoaa-1649	178	3	table	table	NOUN
ajoaa-1649	178	4	1	1	NUM
ajoaa-1649	178	5	:	:	PUNCT
ajoaa-1649	178	6	descriptive	descriptive	ADJ
ajoaa-1649	178	7	statistics	statistic	NOUN
ajoaa-1649	178	8	of	of	ADP
ajoaa-1649	178	9	maize	maize	NOUN
ajoaa-1649	178	10	farmers	farmer	NOUN
ajoaa-1649	178	11	(	(	PUNCT
ajoaa-1649	178	12	farming	farming	NOUN
ajoaa-1649	178	13	households	household	NOUN
ajoaa-1649	178	14	)	)	PUNCT
ajoaa-1649	178	15	variable	variable	NOUN
ajoaa-1649	178	16	obs	obs	NOUN
ajoaa-1649	178	17	mean	mean	VERB
ajoaa-1649	178	18	std	std	PROPN
ajoaa-1649	178	19	.	.	PROPN
ajoaa-1649	179	1	dev	dev	PROPN
ajoaa-1649	179	2	.	.	PUNCT
ajoaa-1649	180	1	min	min	PROPN
ajoaa-1649	180	2	max	max	PROPN
ajoaa-1649	180	3	tabora	tabora	PROPN
ajoaa-1649	180	4	age	age	NOUN
ajoaa-1649	180	5	2365	2365	NUM
ajoaa-1649	180	6	47.2270	47.2270	NUM
ajoaa-1649	180	7	15.0386	15.0386	NUM
ajoaa-1649	180	8	16	16	NUM
ajoaa-1649	180	9	97	97	NUM
ajoaa-1649	180	10	hhsize	hhsize	NOUN
ajoaa-1649	180	11	2365	2365	NUM
ajoaa-1649	180	12	6.4173	6.4173	NUM
ajoaa-1649	180	13	3.7266	3.7266	NUM
ajoaa-1649	180	14	1	1	NUM
ajoaa-1649	180	15	29	29	NUM
ajoaa-1649	180	16	edup	edup	NOUN
ajoaa-1649	180	17	2365	2365	NUM
ajoaa-1649	180	18	0.6443	0.6443	NUM
ajoaa-1649	180	19	0.4787	0.4787	NUM
ajoaa-1649	180	20	0	0	NUM
ajoaa-1649	180	21	1	1	NUM
ajoaa-1649	180	22	inpcost	inpcost	ADJ
ajoaa-1649	180	23	2365	2365	NUM
ajoaa-1649	180	24	0.1539	0.1539	NUM
ajoaa-1649	180	25	0.3609	0.3609	NUM
ajoaa-1649	180	26	0	0	NUM
ajoaa-1649	180	27	1	1	NUM
ajoaa-1649	180	28	creditacc	creditacc	NOUN
ajoaa-1649	180	29	2365	2365	NUM
ajoaa-1649	180	30	0.0913	0.0913	NUM
ajoaa-1649	180	31	0.2881	0.2881	NUM
ajoaa-1649	180	32	0	0	NUM
ajoaa-1649	180	33	1	1	NUM
ajoaa-1649	180	34	capitalasset	capitalasset	VERB
ajoaa-1649	180	35	2365	2365	NUM
ajoaa-1649	180	36	0.7403	0.7403	NUM
ajoaa-1649	180	37	0.4385	0.4385	NUM
ajoaa-1649	180	38	0	0	NUM
ajoaa-1649	180	39	1	1	NUM
ajoaa-1649	180	40	livingcond	livingcond	ADJ
ajoaa-1649	180	41	2365	2365	NUM
ajoaa-1649	180	42	0.2431	0.2431	NUM
ajoaa-1649	180	43	0.4290	0.4290	NUM
ajoaa-1649	180	44	0	0	NUM
ajoaa-1649	180	45	1	1	NUM
ajoaa-1649	180	46	mainwork	mainwork	NOUN
ajoaa-1649	180	47	2365	2365	NUM
ajoaa-1649	180	48	0.9133	0.9133	NUM
ajoaa-1649	180	49	0.2814	0.2814	NUM
ajoaa-1649	180	50	0	0	NUM
ajoaa-1649	180	51	1	1	NUM
ajoaa-1649	180	52	ferttyp	ferttyp	NOUN
ajoaa-1649	180	53	818	818	NUM
ajoaa-1649	180	54	0.5562	0.5562	NUM
ajoaa-1649	180	55	0.4971	0.4971	NUM
ajoaa-1649	180	56	0	0	NUM
ajoaa-1649	180	57	1	1	NUM
ajoaa-1649	180	58	tractasset	tractasset	VERB
ajoaa-1649	180	59	2364	2364	NUM
ajoaa-1649	180	60	0.0143	0.0143	NUM
ajoaa-1649	180	61	0.1190	0.1190	NUM
ajoaa-1649	180	62	0	0	NUM
ajoaa-1649	180	63	1	1	NUM
ajoaa-1649	180	64	seedtyp	seedtyp	NOUN
ajoaa-1649	180	65	2365	2365	NUM
ajoaa-1649	180	66	0.1331	0.1331	NUM
ajoaa-1649	180	67	0.3398	0.3398	NUM
ajoaa-1649	180	68	0	0	SYM
ajoaa-1649	180	69	1	1	NUM
ajoaa-1649	180	70	actual	actual	ADJ
ajoaa-1649	180	71	planted	plant	VERB
ajoaa-1649	180	72	area(acres	area(acre	NOUN
ajoaa-1649	180	73	)	)	PUNCT
ajoaa-1649	180	74	2365	2365	NUM
ajoaa-1649	180	75	2.5483	2.5483	NUM
ajoaa-1649	180	76	2.6267	2.6267	NUM
ajoaa-1649	180	77	0.05	0.05	NUM
ajoaa-1649	180	78	40	40	NUM
ajoaa-1649	180	79	harvested	harvest	VERB
ajoaa-1649	180	80	output(kgs	output(kg	NOUN
ajoaa-1649	180	81	)	)	PUNCT
ajoaa-1649	180	82	2363	2363	NUM
ajoaa-1649	181	1	1329.873	1329.873	NUM
ajoaa-1649	181	2	1728.623	1728.623	NUM
ajoaa-1649	181	3	0	0	NUM
ajoaa-1649	181	4	23000	23000	NUM
ajoaa-1649	181	5	ruvuma	ruvuma	NOUN
ajoaa-1649	181	6	age	age	NOUN
ajoaa-1649	181	7	1710	1710	NUM
ajoaa-1649	181	8	44.3374	44.3374	NUM
ajoaa-1649	181	9	14.6502	14.6502	NUM
ajoaa-1649	181	10	17	17	NUM
ajoaa-1649	181	11	98	98	NUM
ajoaa-1649	181	12	hhsize	hhsize	NOUN
ajoaa-1649	181	13	1710	1710	NUM
ajoaa-1649	181	14	4.7619	4.7619	NUM
ajoaa-1649	181	15	2.2536	2.2536	NUM
ajoaa-1649	181	16	1	1	NUM
ajoaa-1649	181	17	16	16	NUM
ajoaa-1649	181	18	edup	edup	NOUN
ajoaa-1649	181	19	1710	1710	NUM
ajoaa-1649	181	20	0.7900	0.7900	NUM
ajoaa-1649	181	21	0.4073	0.4073	NUM
ajoaa-1649	181	22	0	0	NUM
ajoaa-1649	181	23	1	1	NUM
ajoaa-1649	181	24	inputcost	inputcost	ADP
ajoaa-1649	181	25	1710	1710	NUM
ajoaa-1649	181	26	0.2111	0.2111	NUM
ajoaa-1649	181	27	0.4082	0.4082	NUM
ajoaa-1649	181	28	0	0	SYM
ajoaa-1649	181	29	1	1	NUM
ajoaa-1649	181	30	creditaccess	creditaccess	NOUN
ajoaa-1649	181	31	1710	1710	NUM
ajoaa-1649	181	32	0.0450	0.0450	NUM
ajoaa-1649	181	33	0.2074	0.2074	NUM
ajoaa-1649	181	34	0	0	NUM
ajoaa-1649	181	35	1	1	NUM
ajoaa-1649	181	36	capitalasset	capitalasset	VERB
ajoaa-1649	181	37	1710	1710	NUM
ajoaa-1649	181	38	0.4807	0.4807	NUM
ajoaa-1649	181	39	0.4997	0.4997	NUM
ajoaa-1649	181	40	0	0	NUM
ajoaa-1649	181	41	1	1	NUM
ajoaa-1649	181	42	livingcond	livingcond	NOUN
ajoaa-1649	181	43	1710	1710	NUM
ajoaa-1649	181	44	0.4502	0.4502	NUM
ajoaa-1649	181	45	0.4976	0.4976	NUM
ajoaa-1649	181	46	0	0	NUM
ajoaa-1649	181	47	1	1	NUM
ajoaa-1649	181	48	mainwork	mainwork	NOUN
ajoaa-1649	181	49	1710	1710	NUM
ajoaa-1649	181	50	0.5017	0.5017	NUM
ajoaa-1649	181	51	0.5001	0.5001	NUM
ajoaa-1649	181	52	0	0	NUM
ajoaa-1649	181	53	1	1	NUM
ajoaa-1649	181	54	ferttyp	ferttyp	VERB
ajoaa-1649	181	55	950	950	NUM
ajoaa-1649	181	56	0.9221	0.9221	NUM
ajoaa-1649	181	57	0.2681	0.2681	NUM
ajoaa-1649	181	58	0	0	NUM
ajoaa-1649	181	59	1	1	NUM
ajoaa-1649	181	60	tractasset	tractasset	VERB
ajoaa-1649	181	61	1710	1710	NUM
ajoaa-1649	181	62	0.0005	0.0005	NUM
ajoaa-1649	181	63	0.0241	0.0241	NUM
ajoaa-1649	181	64	0	0	NUM
ajoaa-1649	181	65	1	1	NUM
ajoaa-1649	181	66	seedtyp	seedtyp	NOUN
ajoaa-1649	181	67	1710	1710	NUM
ajoaa-1649	181	68	0.0666	0.0666	NUM
ajoaa-1649	181	69	0.2495	0.2495	NUM
ajoaa-1649	181	70	0	0	NUM
ajoaa-1649	181	71	1	1	NUM
ajoaa-1649	181	72	actual	actual	ADJ
ajoaa-1649	181	73	planted	plant	VERB
ajoaa-1649	181	74	area(acres	area(acre	NOUN
ajoaa-1649	181	75	)	)	PUNCT
ajoaa-1649	181	76	1710	1710	NUM
ajoaa-1649	181	77	1.9474	1.9474	NUM
ajoaa-1649	181	78	1.8769	1.8769	NUM
ajoaa-1649	181	79	0.05	0.05	NUM
ajoaa-1649	181	80	30	30	NUM
ajoaa-1649	181	81	harvested	harvest	VERB
ajoaa-1649	181	82	output(kgs	output(kg	NOUN
ajoaa-1649	181	83	)	)	PUNCT
ajoaa-1649	181	84	1710	1710	NUM
ajoaa-1649	181	85	1327.193	1327.193	NUM
ajoaa-1649	181	86	2132.463	2132.463	NUM
ajoaa-1649	181	87	0	0	NUM
ajoaa-1649	181	88	36000	36000	NUM
ajoaa-1649	181	89	source	source	NOUN
ajoaa-1649	181	90	:	:	PUNCT
ajoaa-1649	181	91	author	author	NOUN
ajoaa-1649	181	92	’s	’s	PART
ajoaa-1649	181	93	computation	computation	NOUN
ajoaa-1649	181	94	using	use	VERB
ajoaa-1649	181	95	stata	stata	NOUN
ajoaa-1649	181	96	12	12	NUM
ajoaa-1649	181	97	on	on	ADP
ajoaa-1649	181	98	nsca	nsca	NOUN
ajoaa-1649	181	99	2007/2008	2007/2008	NUM
ajoaa-1649	181	100	in	in	ADP
ajoaa-1649	181	101	assessing	assess	VERB
ajoaa-1649	181	102	output	output	NOUN
ajoaa-1649	181	103	inputs	input	NOUN
ajoaa-1649	181	104	relationship	relationship	NOUN
ajoaa-1649	181	105	,	,	PUNCT
ajoaa-1649	181	106	harvested	harvest	VERB
ajoaa-1649	181	107	output	output	NOUN
ajoaa-1649	181	108	stands	stand	VERB
ajoaa-1649	181	109	as	as	ADP
ajoaa-1649	181	110	dependent	dependent	ADJ
ajoaa-1649	181	111	variable	variable	NOUN
ajoaa-1649	181	112	while	while	SCONJ
ajoaa-1649	181	113	household	household	NOUN
ajoaa-1649	181	114	size	size	NOUN
ajoaa-1649	181	115	,	,	PUNCT
ajoaa-1649	181	116	actual	actual	ADJ
ajoaa-1649	181	117	planted	plant	VERB
ajoaa-1649	181	118	area	area	NOUN
ajoaa-1649	181	119	,	,	PUNCT
ajoaa-1649	181	120	seed	seed	NOUN
ajoaa-1649	181	121	type	type	NOUN
ajoaa-1649	181	122	,	,	PUNCT
ajoaa-1649	181	123	fertility	fertility	NOUN
ajoaa-1649	181	124	type	type	NOUN
ajoaa-1649	181	125	and	and	CCONJ
ajoaa-1649	181	126	tractor	tractor	NOUN
ajoaa-1649	181	127	asset	asset	NOUN
ajoaa-1649	181	128	stands	stand	VERB
ajoaa-1649	181	129	as	as	ADP
ajoaa-1649	181	130	independent	independent	ADJ
ajoaa-1649	181	131	variables	variable	NOUN
ajoaa-1649	181	132	.	.	PUNCT
ajoaa-1649	182	1	average	average	ADJ
ajoaa-1649	182	2	harvested	harvest	VERB
ajoaa-1649	182	3	maize	maize	NOUN
ajoaa-1649	182	4	output	output	NOUN
ajoaa-1649	182	5	was	be	AUX
ajoaa-1649	182	6	1329.87kgs	1329.87kgs	NUM
ajoaa-1649	182	7	and	and	CCONJ
ajoaa-1649	182	8	1327.19kgs	1327.19kgs	NUM
ajoaa-1649	182	9	in	in	ADP
ajoaa-1649	182	10	tabora	tabora	PROPN
ajoaa-1649	182	11	and	and	CCONJ
ajoaa-1649	182	12	ruvuma	ruvuma	VERB
ajoaa-1649	182	13	respectively	respectively	ADV
ajoaa-1649	182	14	.	.	PUNCT
ajoaa-1649	183	1	average	average	ADJ
ajoaa-1649	183	2	actual	actual	ADJ
ajoaa-1649	183	3	planted	plant	VERB
ajoaa-1649	183	4	area	area	NOUN
ajoaa-1649	183	5	was	be	AUX
ajoaa-1649	183	6	2.5	2.5	NUM
ajoaa-1649	183	7	acres	acre	NOUN
ajoaa-1649	183	8	and	and	CCONJ
ajoaa-1649	183	9	1.9	1.9	NUM
ajoaa-1649	183	10	acres	acre	NOUN
ajoaa-1649	183	11	in	in	ADP
ajoaa-1649	183	12	tabora	tabora	PROPN
ajoaa-1649	183	13	and	and	CCONJ
ajoaa-1649	183	14	ruvuma	ruvuma	VERB
ajoaa-1649	183	15	respectively	respectively	ADV
ajoaa-1649	183	16	.	.	PUNCT
ajoaa-1649	184	1	inorganic	inorganic	ADJ
ajoaa-1649	184	2	fertilizers	fertilizer	NOUN
ajoaa-1649	184	3	were	be	AUX
ajoaa-1649	184	4	used	use	VERB
ajoaa-1649	184	5	by	by	ADP
ajoaa-1649	184	6	56	56	NUM
ajoaa-1649	184	7	%	%	NOUN
ajoaa-1649	184	8	and	and	CCONJ
ajoaa-1649	184	9	92	92	NUM
ajoaa-1649	184	10	%	%	NOUN
ajoaa-1649	184	11	for	for	ADP
ajoaa-1649	184	12	tabora	tabora	PROPN
ajoaa-1649	184	13	and	and	CCONJ
ajoaa-1649	184	14	ruvuma	ruvuma	VERB
ajoaa-1649	184	15	respectively	respectively	ADV
ajoaa-1649	184	16	;	;	PUNCT
ajoaa-1649	184	17	this	this	PRON
ajoaa-1649	184	18	indicates	indicate	VERB
ajoaa-1649	184	19	that	that	SCONJ
ajoaa-1649	184	20	ruvuma	ruvuma	NOUN
ajoaa-1649	184	21	farmers	farmer	NOUN
ajoaa-1649	184	22	used	use	VERB
ajoaa-1649	184	23	more	more	ADJ
ajoaa-1649	184	24	of	of	ADP
ajoaa-1649	184	25	inorganic	inorganic	ADJ
ajoaa-1649	184	26	fertilizers	fertilizer	NOUN
ajoaa-1649	184	27	than	than	ADP
ajoaa-1649	184	28	tabora	tabora	PROPN
ajoaa-1649	184	29	farmers	farmer	NOUN
ajoaa-1649	184	30	.	.	PUNCT
ajoaa-1649	185	1	improved	improve	VERB
ajoaa-1649	185	2	seeds	seed	NOUN
ajoaa-1649	185	3	were	be	AUX
ajoaa-1649	185	4	used	use	VERB
ajoaa-1649	185	5	by	by	ADP
ajoaa-1649	185	6	13	13	NUM
ajoaa-1649	185	7	%	%	NOUN
ajoaa-1649	185	8	and	and	CCONJ
ajoaa-1649	185	9	6	6	NUM
ajoaa-1649	185	10	%	%	NOUN
ajoaa-1649	185	11	in	in	ADP
ajoaa-1649	185	12	tabora	tabora	PROPN
ajoaa-1649	185	13	and	and	CCONJ
ajoaa-1649	185	14	ruvuma	ruvuma	VERB
ajoaa-1649	185	15	respectively	respectively	ADV
ajoaa-1649	185	16	;	;	PUNCT
ajoaa-1649	185	17	this	this	PRON
ajoaa-1649	185	18	implies	imply	VERB
ajoaa-1649	185	19	that	that	SCONJ
ajoaa-1649	185	20	in	in	ADP
ajoaa-1649	185	21	both	both	DET
ajoaa-1649	185	22	regions	region	NOUN
ajoaa-1649	185	23	improved	improve	VERB
ajoaa-1649	185	24	seeds	seed	NOUN
ajoaa-1649	185	25	were	be	AUX
ajoaa-1649	185	26	used	use	VERB
ajoaa-1649	185	27	in	in	ADP
ajoaa-1649	185	28	less	less	ADJ
ajoaa-1649	185	29	than	than	ADP
ajoaa-1649	185	30	14	14	NUM
ajoaa-1649	185	31	%	%	NOUN
ajoaa-1649	185	32	and	and	CCONJ
ajoaa-1649	185	33	the	the	DET
ajoaa-1649	185	34	use	use	NOUN
ajoaa-1649	185	35	of	of	ADP
ajoaa-1649	185	36	tractors	tractor	NOUN
ajoaa-1649	185	37	was	be	AUX
ajoaa-1649	185	38	in	in	ADP
ajoaa-1649	185	39	low	low	ADJ
ajoaa-1649	185	40	percentage	percentage	NOUN
ajoaa-1649	185	41	in	in	ADP
ajoaa-1649	185	42	both	both	DET
ajoaa-1649	185	43	regions	region	NOUN
ajoaa-1649	185	44	.	.	PUNCT
ajoaa-1649	186	1	age	age	NOUN
ajoaa-1649	186	2	,	,	PUNCT
ajoaa-1649	186	3	household	household	NOUN
ajoaa-1649	186	4	size	size	NOUN
ajoaa-1649	186	5	,	,	PUNCT
ajoaa-1649	186	6	education	education	NOUN
ajoaa-1649	186	7	,	,	PUNCT
ajoaa-1649	186	8	input	input	NOUN
ajoaa-1649	186	9	costs	cost	NOUN
ajoaa-1649	186	10	,	,	PUNCT
ajoaa-1649	186	11	access	access	NOUN
ajoaa-1649	186	12	to	to	ADP
ajoaa-1649	186	13	credit	credit	NOUN
ajoaa-1649	186	14	,	,	PUNCT
ajoaa-1649	186	15	capital	capital	NOUN
ajoaa-1649	186	16	assets	asset	NOUN
ajoaa-1649	186	17	,	,	PUNCT
ajoaa-1649	186	18	living	live	VERB
ajoaa-1649	186	19	condition	condition	NOUN
ajoaa-1649	186	20	and	and	CCONJ
ajoaa-1649	186	21	main	main	ADJ
ajoaa-1649	186	22	activity	activity	NOUN
ajoaa-1649	186	23	are	be	AUX
ajoaa-1649	186	24	the	the	DET
ajoaa-1649	186	25	variables	variable	NOUN
ajoaa-1649	186	26	in	in	ADP
ajoaa-1649	186	27	assessing	assess	VERB
ajoaa-1649	186	28	determinants	determinant	NOUN
ajoaa-1649	186	29	of	of	ADP
ajoaa-1649	186	30	technical	technical	ADJ
ajoaa-1649	186	31	inefficiency	inefficiency	NOUN
ajoaa-1649	186	32	.	.	PUNCT
ajoaa-1649	187	1	average	average	ADJ
ajoaa-1649	187	2	age	age	NOUN
ajoaa-1649	187	3	of	of	ADP
ajoaa-1649	187	4	the	the	DET
ajoaa-1649	187	5	head	head	NOUN
ajoaa-1649	187	6	of	of	ADP
ajoaa-1649	187	7	household	household	NOUN
ajoaa-1649	187	8	is	be	AUX
ajoaa-1649	187	9	47	47	NUM
ajoaa-1649	187	10	and	and	CCONJ
ajoaa-1649	187	11	44	44	NUM
ajoaa-1649	187	12	years	year	NOUN
ajoaa-1649	187	13	,	,	PUNCT
ajoaa-1649	187	14	and	and	CCONJ
ajoaa-1649	187	15	average	average	ADJ
ajoaa-1649	187	16	household	household	NOUN
ajoaa-1649	187	17	size	size	NOUN
ajoaa-1649	187	18	is	be	AUX
ajoaa-1649	187	19	6	6	NUM
ajoaa-1649	187	20	and	and	CCONJ
ajoaa-1649	187	21	5	5	NUM
ajoaa-1649	187	22	people	people	NOUN
ajoaa-1649	187	23	per	per	ADP
ajoaa-1649	187	24	house	house	NOUN
ajoaa-1649	187	25	in	in	ADP
ajoaa-1649	187	26	tabora	tabora	PROPN
ajoaa-1649	187	27	and	and	CCONJ
ajoaa-1649	187	28	ruvuma	ruvuma	VERB
ajoaa-1649	187	29	regions	region	NOUN
ajoaa-1649	187	30	respectively	respectively	ADV
ajoaa-1649	187	31	.	.	PUNCT
ajoaa-1649	188	1	64	64	NUM
ajoaa-1649	188	2	%	%	NOUN
ajoaa-1649	188	3	and	and	CCONJ
ajoaa-1649	188	4	79	79	NUM
ajoaa-1649	188	5	%	%	NOUN
ajoaa-1649	188	6	of	of	ADP
ajoaa-1649	188	7	farming	farming	NOUN
ajoaa-1649	188	8	households	household	NOUN
ajoaa-1649	188	9	head	head	NOUN
ajoaa-1649	188	10	had	have	VERB
ajoaa-1649	188	11	primary	primary	ADJ
ajoaa-1649	188	12	education	education	NOUN
ajoaa-1649	188	13	,	,	PUNCT
ajoaa-1649	188	14	showing	show	VERB
ajoaa-1649	188	15	that	that	SCONJ
ajoaa-1649	188	16	most	most	ADJ
ajoaa-1649	188	17	of	of	ADP
ajoaa-1649	188	18	household	household	NOUN
ajoaa-1649	188	19	heads	head	NOUN
ajoaa-1649	188	20	in	in	ADP
ajoaa-1649	188	21	both	both	DET
ajoaa-1649	188	22	regions	region	NOUN
ajoaa-1649	188	23	have	have	AUX
ajoaa-1649	188	24	attained	attain	VERB
ajoaa-1649	188	25	primary	primary	ADJ
ajoaa-1649	188	26	level	level	NOUN
ajoaa-1649	188	27	of	of	ADP
ajoaa-1649	188	28	education	education	NOUN
ajoaa-1649	188	29	.	.	PUNCT
ajoaa-1649	189	1	only	only	ADV
ajoaa-1649	189	2	74	74	NUM
ajoaa-1649	189	3	%	%	NOUN
ajoaa-1649	189	4	and	and	CCONJ
ajoaa-1649	189	5	48	48	NUM
ajoaa-1649	189	6	%	%	NOUN
ajoaa-1649	189	7	had	have	VERB
ajoaa-1649	189	8	capital	capital	NOUN
ajoaa-1649	189	9	assets	asset	NOUN
ajoaa-1649	189	10	such	such	ADJ
ajoaa-1649	189	11	as	as	ADP
ajoaa-1649	189	12	bicycles	bicycle	NOUN
ajoaa-1649	189	13	for	for	ADP
ajoaa-1649	189	14	transporting	transport	VERB
ajoaa-1649	189	15	inputs	input	NOUN
ajoaa-1649	189	16	and	and	CCONJ
ajoaa-1649	189	17	labor	labor	NOUN
ajoaa-1649	189	18	in	in	ADP
ajoaa-1649	189	19	tabora	tabora	PROPN
ajoaa-1649	189	20	and	and	CCONJ
ajoaa-1649	189	21	ruvuma	ruvuma	VERB
ajoaa-1649	189	22	regions	region	NOUN
ajoaa-1649	189	23	respectively	respectively	ADV
ajoaa-1649	189	24	.	.	PUNCT
ajoaa-1649	190	1	45	45	NUM
ajoaa-1649	190	2	%	%	NOUN
ajoaa-1649	190	3	and	and	CCONJ
ajoaa-1649	190	4	24	24	NUM
ajoaa-1649	190	5	%	%	NOUN
ajoaa-1649	190	6	of	of	ADP
ajoaa-1649	190	7	the	the	DET
ajoaa-1649	190	8	farming	farming	NOUN
ajoaa-1649	190	9	households	household	NOUN
ajoaa-1649	190	10	had	have	VERB
ajoaa-1649	190	11	iron	iron	NOUN
ajoaa-1649	190	12	sheet	sheet	NOUN
ajoaa-1649	190	13	households	household	NOUN
ajoaa-1649	190	14	,	,	PUNCT
ajoaa-1649	190	15	most	most	ADJ
ajoaa-1649	190	16	of	of	ADP
ajoaa-1649	190	17	the	the	DET
ajoaa-1649	190	18	remaining	remain	VERB
ajoaa-1649	190	19	percentage	percentage	NOUN
ajoaa-1649	190	20	had	have	VERB
ajoaa-1649	190	21	grass	grass	NOUN
ajoaa-1649	190	22	leaves	leave	NOUN
ajoaa-1649	190	23	and	and	CCONJ
ajoaa-1649	190	24	grass	grass	NOUN
ajoaa-1649	190	25	and	and	CCONJ
ajoaa-1649	190	26	mad	mad	ADJ
ajoaa-1649	190	27	houses	house	NOUN
ajoaa-1649	190	28	.	.	PUNCT
ajoaa-1649	191	1	only	only	ADV
ajoaa-1649	191	2	50	50	NUM
ajoaa-1649	191	3	%	%	NOUN
ajoaa-1649	191	4	asian	asian	ADJ
ajoaa-1649	191	5	journal	journal	NOUN
ajoaa-1649	191	6	of	of	ADP
ajoaa-1649	191	7	agriculture	agriculture	NOUN
ajoaa-1649	191	8	and	and	CCONJ
ajoaa-1649	191	9	rural	rural	ADJ
ajoaa-1649	191	10	development	development	NOUN
ajoaa-1649	191	11	,	,	PUNCT
ajoaa-1649	191	12	7(9)2017	7(9)2017	NUM
ajoaa-1649	191	13	:	:	PUNCT
ajoaa-1649	191	14	180	180	NUM
ajoaa-1649	191	15	-	-	SYM
ajoaa-1649	191	16	197	197	NUM
ajoaa-1649	191	17	190	190	NUM
ajoaa-1649	191	18	and	and	CCONJ
ajoaa-1649	191	19	91	91	NUM
ajoaa-1649	191	20	%	%	NOUN
ajoaa-1649	191	21	of	of	ADP
ajoaa-1649	191	22	the	the	DET
ajoaa-1649	191	23	households	household	NOUN
ajoaa-1649	191	24	considered	consider	VERB
ajoaa-1649	191	25	crop	crop	NOUN
ajoaa-1649	191	26	farming	farming	NOUN
ajoaa-1649	191	27	as	as	ADP
ajoaa-1649	191	28	their	their	PRON
ajoaa-1649	191	29	main	main	ADJ
ajoaa-1649	191	30	activity	activity	NOUN
ajoaa-1649	191	31	in	in	ADP
ajoaa-1649	191	32	ruvuma	ruvuma	PROPN
ajoaa-1649	191	33	and	and	CCONJ
ajoaa-1649	191	34	tabora	tabora	ADJ
ajoaa-1649	191	35	regions	region	NOUN
ajoaa-1649	191	36	respectively	respectively	ADV
ajoaa-1649	191	37	,	,	PUNCT
ajoaa-1649	191	38	revealing	reveal	VERB
ajoaa-1649	191	39	that	that	SCONJ
ajoaa-1649	191	40	most	most	ADJ
ajoaa-1649	191	41	of	of	ADP
ajoaa-1649	191	42	the	the	DET
ajoaa-1649	191	43	smallholder	smallholder	NOUN
ajoaa-1649	191	44	farmers	farmer	NOUN
ajoaa-1649	191	45	are	be	AUX
ajoaa-1649	191	46	crop	crop	NOUN
ajoaa-1649	191	47	farmers	farmer	NOUN
ajoaa-1649	191	48	.	.	PUNCT
ajoaa-1649	192	1	5.2	5.2	NUM
ajoaa-1649	192	2	.	.	PUNCT
ajoaa-1649	192	3	ols	ol	NOUN
ajoaa-1649	192	4	and	and	CCONJ
ajoaa-1649	192	5	mle	mle	PROPN
ajoaa-1649	192	6	of	of	ADP
ajoaa-1649	192	7	maize	maize	NOUN
ajoaa-1649	192	8	stochastic	stochastic	ADJ
ajoaa-1649	192	9	frontier	frontier	NOUN
ajoaa-1649	192	10	for	for	ADP
ajoaa-1649	192	11	tabora	tabora	PROPN
ajoaa-1649	192	12	and	and	CCONJ
ajoaa-1649	192	13	ruvuma	ruvuma	PROPN
ajoaa-1649	192	14	regions	region	NOUN
ajoaa-1649	192	15	table	table	VERB
ajoaa-1649	192	16	2	2	NUM
ajoaa-1649	192	17	:	:	PUNCT
ajoaa-1649	192	18	ols	ol	NOUN
ajoaa-1649	192	19	and	and	CCONJ
ajoaa-1649	192	20	mle	mle	PROPN
ajoaa-1649	192	21	results	result	NOUN
ajoaa-1649	192	22	from	from	ADP
ajoaa-1649	192	23	cobb	cobb	PROPN
ajoaa-1649	192	24	-	-	PUNCT
ajoaa-1649	192	25	douglas	douglas	PROPN
ajoaa-1649	192	26	stochastic	stochastic	ADJ
ajoaa-1649	192	27	frontier	frontier	NOUN
ajoaa-1649	192	28	function	function	NOUN
ajoaa-1649	192	29	for	for	ADP
ajoaa-1649	192	30	maize	maize	NOUN
ajoaa-1649	192	31	production	production	NOUN
ajoaa-1649	192	32	in	in	ADP
ajoaa-1649	192	33	tabora	tabora	PROPN
ajoaa-1649	192	34	and	and	CCONJ
ajoaa-1649	192	35	ruvuma	ruvuma	PROPN
ajoaa-1649	192	36	maize	maize	PROPN
ajoaa-1649	192	37	tabora	tabora	PROPN
ajoaa-1649	192	38	maize	maize	PROPN
ajoaa-1649	192	39	ruvuma	ruvuma	PROPN
ajoaa-1649	192	40	ols	ols	PROPN
ajoaa-1649	192	41	stochastic	stochastic	ADJ
ajoaa-1649	192	42	frontier	frontier	NOUN
ajoaa-1649	192	43	(	(	PUNCT
ajoaa-1649	192	44	mle	mle	PROPN
ajoaa-1649	192	45	)	)	PUNCT
ajoaa-1649	192	46	ols	ol	NOUN
ajoaa-1649	192	47	stochastic	stochastic	ADJ
ajoaa-1649	192	48	frontier	frontier	NOUN
ajoaa-1649	192	49	(	(	PUNCT
ajoaa-1649	192	50	mle	mle	NOUN
ajoaa-1649	192	51	)	)	PUNCT
ajoaa-1649	192	52	variables	variable	NOUN
ajoaa-1649	192	53	para	para	NOUN
ajoaa-1649	192	54	mets	mets	PROPN
ajoaa-1649	192	55	coefficient	coefficient	NOUN
ajoaa-1649	192	56	coefficient	coefficient	NOUN
ajoaa-1649	192	57	coefficient	coefficient	NOUN
ajoaa-1649	192	58	coefficient	coefficient	NOUN
ajoaa-1649	192	59	constant	constant	ADJ
ajoaa-1649	192	60	β0	β0	PROPN
ajoaa-1649	192	61	6.08(0.000	6.08(0.000	NOUN
ajoaa-1649	192	62	)	)	PUNCT
ajoaa-1649	192	63	*	*	PUNCT
ajoaa-1649	193	1	*	*	PUNCT
ajoaa-1649	193	2	*	*	NOUN
ajoaa-1649	193	3	6.64(0.000	6.64(0.000	NOUN
ajoaa-1649	193	4	)	)	PUNCT
ajoaa-1649	193	5	*	*	PUNCT
ajoaa-1649	194	1	*	*	PUNCT
ajoaa-1649	194	2	*	*	NOUN
ajoaa-1649	194	3	5.98(0.000	5.98(0.000	NUM
ajoaa-1649	194	4	)	)	PUNCT
ajoaa-1649	194	5	*	*	PUNCT
ajoaa-1649	195	1	*	*	PUNCT
ajoaa-1649	195	2	*	*	NOUN
ajoaa-1649	195	3	6.93(0.000	6.93(0.000	NUM
ajoaa-1649	195	4	)	)	PUNCT
ajoaa-1649	195	5	*	*	PUNCT
ajoaa-1649	196	1	*	*	PUNCT
ajoaa-1649	196	2	*	*	PUNCT
ajoaa-1649	196	3	log	log	PROPN
ajoaa-1649	196	4	househol	househol	PROPN
ajoaa-1649	196	5	de	de	X
ajoaa-1649	196	6	β1	β1	PROPN
ajoaa-1649	196	7	0.12(0.005	0.12(0.005	ADJ
ajoaa-1649	196	8	)	)	PUNCT
ajoaa-1649	197	1	*	*	PUNCT
ajoaa-1649	197	2	*	*	NOUN
ajoaa-1649	197	3	0.14(0.001	0.14(0.001	NOUN
ajoaa-1649	197	4	)	)	PUNCT
ajoaa-1649	198	1	*	*	PUNCT
ajoaa-1649	199	1	*	*	PUNCT
ajoaa-1649	199	2	*	*	NOUN
ajoaa-1649	199	3	0.10(0.039	0.10(0.039	NUM
ajoaa-1649	199	4	)	)	PUNCT
ajoaa-1649	200	1	*	*	PUNCT
ajoaa-1649	200	2	*	*	NOUN
ajoaa-1649	200	3	0.09(0.042	0.09(0.042	NOUN
ajoaa-1649	200	4	)	)	PUNCT
ajoaa-1649	200	5	*	*	PUNCT
ajoaa-1649	200	6	*	*	PUNCT
ajoaa-1649	200	7	log	log	PROPN
ajoaa-1649	200	8	area	area	NOUN
ajoaa-1649	200	9	β2	β2	NOUN
ajoaa-1649	200	10	0.83(0.000	0.83(0.000	NOUN
ajoaa-1649	200	11	)	)	PUNCT
ajoaa-1649	201	1	*	*	PUNCT
ajoaa-1649	202	1	*	*	PUNCT
ajoaa-1649	202	2	*	*	NOUN
ajoaa-1649	202	3	0.83(0.000	0.83(0.000	NOUN
ajoaa-1649	202	4	)	)	PUNCT
ajoaa-1649	203	1	*	*	PUNCT
ajoaa-1649	204	1	*	*	PUNCT
ajoaa-1649	204	2	*	*	PUNCT
ajoaa-1649	204	3	0.97(0.000	0.97(0.000	NOUN
ajoaa-1649	204	4	)	)	PUNCT
ajoaa-1649	204	5	*	*	PUNCT
ajoaa-1649	205	1	*	*	PUNCT
ajoaa-1649	205	2	*	*	NOUN
ajoaa-1649	205	3	0.95(0.000	0.95(0.000	ADJ
ajoaa-1649	205	4	)	)	PUNCT
ajoaa-1649	205	5	*	*	PUNCT
ajoaa-1649	205	6	*	*	PUNCT
ajoaa-1649	205	7	*	*	NOUN
ajoaa-1649	205	8	seed	seed	NOUN
ajoaa-1649	205	9	type	type	NOUN
ajoaa-1649	205	10	β3	β3	PROPN
ajoaa-1649	205	11	0.09(0.098	0.09(0.098	NUM
ajoaa-1649	205	12	)	)	PUNCT
ajoaa-1649	205	13	*	*	PUNCT
ajoaa-1649	205	14	0.07(0.145	0.07(0.145	NOUN
ajoaa-1649	205	15	)	)	PUNCT
ajoaa-1649	205	16	0.39(0.000	0.39(0.000	NUM
ajoaa-1649	205	17	)	)	PUNCT
ajoaa-1649	206	1	*	*	PUNCT
ajoaa-1649	206	2	*	*	PUNCT
ajoaa-1649	206	3	*	*	NOUN
ajoaa-1649	206	4	0.39(0.000	0.39(0.000	NUM
ajoaa-1649	206	5	)	)	PUNCT
ajoaa-1649	207	1	*	*	PUNCT
ajoaa-1649	207	2	*	*	PUNCT
ajoaa-1649	207	3	*	*	PUNCT
ajoaa-1649	207	4	fertilizer	fertilizer	NOUN
ajoaa-1649	207	5	type	type	NOUN
ajoaa-1649	207	6	β4	β4	PROPN
ajoaa-1649	207	7	0.16(0.001	0.16(0.001	PROPN
ajoaa-1649	207	8	)	)	PUNCT
ajoaa-1649	208	1	*	*	PUNCT
ajoaa-1649	208	2	*	*	PUNCT
ajoaa-1649	208	3	*	*	NOUN
ajoaa-1649	208	4	0.14(0.002	0.14(0.002	NOUN
ajoaa-1649	208	5	)	)	PUNCT
ajoaa-1649	209	1	*	*	PUNCT
ajoaa-1649	209	2	*	*	NOUN
ajoaa-1649	209	3	0.28(0.002	0.28(0.002	NOUN
ajoaa-1649	209	4	)	)	PUNCT
ajoaa-1649	209	5	*	*	PUNCT
ajoaa-1649	210	1	*	*	PUNCT
ajoaa-1649	210	2	*	*	NOUN
ajoaa-1649	210	3	0.13(0.117	0.13(0.117	NUM
ajoaa-1649	210	4	)	)	PUNCT
ajoaa-1649	210	5	tractor	tractor	NOUN
ajoaa-1649	210	6	asset	asset	NOUN
ajoaa-1649	210	7	β5	β5	PROPN
ajoaa-1649	210	8	0.07(0.660	0.07(0.660	NOUN
ajoaa-1649	210	9	)	)	PUNCT
ajoaa-1649	210	10	0.09(0.570	0.09(0.570	NOUN
ajoaa-1649	210	11	)	)	PUNCT
ajoaa-1649	210	12	-0.16(0.831	-0.16(0.831	NUM
ajoaa-1649	210	13	)	)	PUNCT
ajoaa-1649	210	14	-0.4(0.534	-0.4(0.534	NUM
ajoaa-1649	210	15	)	)	PUNCT
ajoaa-1649	210	16	𝑙𝑛𝜎𝑣	𝑙𝑛𝜎𝑣	VERB
ajoaa-1649	210	17	2	2	NUM
ajoaa-1649	210	18	-1.60(0.000	-1.60(0.000	NUM
ajoaa-1649	210	19	)	)	PUNCT
ajoaa-1649	210	20	*	*	PUNCT
ajoaa-1649	211	1	*	*	PUNCT
ajoaa-1649	211	2	*	*	PUNCT
ajoaa-1649	211	3	-1.84(0.000	-1.84(0.000	NUM
ajoaa-1649	211	4	)	)	PUNCT
ajoaa-1649	211	5	*	*	PUNCT
ajoaa-1649	211	6	*	*	PUNCT
ajoaa-1649	211	7	*	*	PUNCT
ajoaa-1649	211	8	𝑙𝑛𝜎𝑢	𝑙𝑛𝜎𝑢	ADJ
ajoaa-1649	211	9	2	2	NUM
ajoaa-1649	211	10	-0.64(0.000	-0.64(0.000	NUM
ajoaa-1649	211	11	)	)	PUNCT
ajoaa-1649	211	12	*	*	PUNCT
ajoaa-1649	212	1	*	*	PUNCT
ajoaa-1649	212	2	*	*	PUNCT
ajoaa-1649	212	3	0.01	0.01	NUM
ajoaa-1649	212	4	𝜎𝑣	𝜎𝑣	ADP
ajoaa-1649	212	5	0.45	0.45	NUM
ajoaa-1649	212	6	0.4	0.4	NUM
ajoaa-1649	213	1	𝜎𝑢	𝜎𝑢	NOUN
ajoaa-1649	213	2	0.73	0.73	NUM
ajoaa-1649	213	3	1	1	NUM
ajoaa-1649	213	4	𝜎𝑠	𝜎𝑠	NUM
ajoaa-1649	213	5	2	2	NUM
ajoaa-1649	213	6	=	=	SYM
ajoaa-1649	213	7	𝜎𝑣	𝜎𝑣	ADP
ajoaa-1649	213	8	2	2	NUM
ajoaa-1649	213	9	+	+	CCONJ
ajoaa-1649	213	10	𝜎𝑢	𝜎𝑢	CCONJ
ajoaa-1649	213	11	2	2	NUM
ajoaa-1649	213	12	0.73	0.73	NUM
ajoaa-1649	213	13	1.17	1.17	NUM
ajoaa-1649	213	14	𝜆	𝜆	NOUN
ajoaa-1649	213	15	=	=	SYM
ajoaa-1649	213	16	𝜎𝑢/𝜎𝑣	𝜎𝑢/𝜎𝑣	NUM
ajoaa-1649	213	17	1.62	1.62	NUM
ajoaa-1649	213	18	2.52	2.52	NUM
ajoaa-1649	213	19	lr	lr	NOUN
ajoaa-1649	213	20	-	-	PUNCT
ajoaa-1649	213	21	test	test	NOUN
ajoaa-1649	213	22	of	of	ADP
ajoaa-1649	213	23	23.62	23.62	NUM
ajoaa-1649	213	24	*	*	PUNCT
ajoaa-1649	213	25	*	*	PUNCT
ajoaa-1649	213	26	*	*	PUNCT
ajoaa-1649	214	1	81.01	81.01	NUM
ajoaa-1649	214	2	*	*	NOUN
ajoaa-1649	214	3	*	*	PUNCT
ajoaa-1649	214	4	*	*	PUNCT
ajoaa-1649	214	5	r	r	X
ajoaa-1649	214	6	-	-	PUNCT
ajoaa-1649	214	7	squared	square	VERB
ajoaa-1649	214	8	0.47	0.47	NUM
ajoaa-1649	214	9	0.46	0.46	NUM
ajoaa-1649	214	10	f	f	PROPN
ajoaa-1649	214	11	(	(	PUNCT
ajoaa-1649	214	12	5	5	NUM
ajoaa-1649	214	13	,	,	PUNCT
ajoaa-1649	214	14	807	807	NUM
ajoaa-1649	214	15	)	)	PUNCT
ajoaa-1649	214	16	144.26	144.26	NUM
ajoaa-1649	214	17	f(5	f(5	PROPN
ajoaa-1649	214	18	,	,	PUNCT
ajoaa-1649	214	19	942	942	NUM
ajoaa-1649	214	20	)	)	PUNCT
ajoaa-1649	214	21	160.23	160.23	NUM
ajoaa-1649	214	22	prob	prob	NOUN
ajoaa-1649	214	23	>	>	X
ajoaa-1649	214	24	f	f	PROPN
ajoaa-1649	214	25	0.00	0.00	NUM
ajoaa-1649	214	26	*	*	PUNCT
ajoaa-1649	214	27	*	*	PUNCT
ajoaa-1649	214	28	*	*	PUNCT
ajoaa-1649	214	29	0.00	0.00	NUM
ajoaa-1649	214	30	*	*	PUNCT
ajoaa-1649	214	31	*	*	PUNCT
ajoaa-1649	214	32	*	*	PUNCT
ajoaa-1649	214	33	prob	prob	PROPN
ajoaa-1649	214	34	>	>	X
ajoaa-1649	214	35	chi2	chi2	PROPN
ajoaa-1649	214	36	0.00	0.00	NUM
ajoaa-1649	214	37	*	*	PUNCT
ajoaa-1649	214	38	*	*	PUNCT
ajoaa-1649	214	39	*	*	PUNCT
ajoaa-1649	214	40	0.00	0.00	NUM
ajoaa-1649	214	41	*	*	PUNCT
ajoaa-1649	214	42	*	*	PUNCT
ajoaa-1649	214	43	*	*	PUNCT
ajoaa-1649	214	44	function	function	NOUN
ajoaa-1649	214	45	coefficient	coefficient	NOUN
ajoaa-1649	214	46	0.97	0.97	NUM
ajoaa-1649	214	47	1.05	1.05	NUM
ajoaa-1649	214	48	observation	observation	NOUN
ajoaa-1649	214	49	813	813	NUM
ajoaa-1649	214	50	813	813	NUM
ajoaa-1649	214	51	948	948	NUM
ajoaa-1649	214	52	948	948	NUM
ajoaa-1649	214	53	note	note	NOUN
ajoaa-1649	214	54	:	:	PUNCT
ajoaa-1649	214	55	*	*	PUNCT
ajoaa-1649	214	56	*	*	PUNCT
ajoaa-1649	214	57	*	*	PUNCT
ajoaa-1649	214	58	,	,	PUNCT
ajoaa-1649	214	59	*	*	PUNCT
ajoaa-1649	214	60	*	*	PUNCT
ajoaa-1649	214	61	,	,	PUNCT
ajoaa-1649	214	62	*	*	PUNCT
ajoaa-1649	214	63	means	mean	VERB
ajoaa-1649	214	64	statistically	statistically	ADV
ajoaa-1649	214	65	significant	significant	ADJ
ajoaa-1649	214	66	at	at	ADP
ajoaa-1649	214	67	1	1	NUM
ajoaa-1649	214	68	%	%	NOUN
ajoaa-1649	214	69	,	,	PUNCT
ajoaa-1649	214	70	5	5	NUM
ajoaa-1649	214	71	%	%	NOUN
ajoaa-1649	214	72	,	,	PUNCT
ajoaa-1649	214	73	and	and	CCONJ
ajoaa-1649	214	74	10	10	NUM
ajoaa-1649	214	75	%	%	NOUN
ajoaa-1649	214	76	respectively.values	respectively.value	NOUN
ajoaa-1649	214	77	in	in	ADP
ajoaa-1649	214	78	the	the	DET
ajoaa-1649	214	79	parenthesis	parenthesis	NOUN
ajoaa-1649	214	80	are	be	AUX
ajoaa-1649	214	81	the	the	DET
ajoaa-1649	214	82	p	p	NOUN
ajoaa-1649	214	83	-	-	PUNCT
ajoaa-1649	214	84	values	value	NOUN
ajoaa-1649	214	85	for	for	ADP
ajoaa-1649	214	86	the	the	DET
ajoaa-1649	214	87	ols	ol	NOUN
ajoaa-1649	214	88	regression	regression	NOUN
ajoaa-1649	214	89	and	and	CCONJ
ajoaa-1649	214	90	mle(maximum	mle(maximum	ADV
ajoaa-1649	214	91	likelihood	likelihood	NOUN
ajoaa-1649	214	92	estimation	estimation	NOUN
ajoaa-1649	214	93	)	)	PUNCT
ajoaa-1649	214	94	.	.	PUNCT
ajoaa-1649	215	1	log	log	PROPN
ajoaa-1649	215	2	means	mean	VERB
ajoaa-1649	215	3	logarithm	logarithm	PROPN
ajoaa-1649	215	4	function	function	NOUN
ajoaa-1649	215	5	coefficient	coefficient	NOUN
ajoaa-1649	215	6	is	be	AUX
ajoaa-1649	215	7	the	the	DET
ajoaa-1649	215	8	sum	sum	NOUN
ajoaa-1649	215	9	of	of	ADP
ajoaa-1649	215	10	values	value	NOUN
ajoaa-1649	215	11	of	of	ADP
ajoaa-1649	215	12	logarithm	logarithm	PROPN
ajoaa-1649	215	13	variables	variable	NOUN
ajoaa-1649	215	14	source	source	NOUN
ajoaa-1649	215	15	:	:	PUNCT
ajoaa-1649	215	16	author	author	NOUN
ajoaa-1649	215	17	’s	’s	PART
ajoaa-1649	215	18	computation	computation	NOUN
ajoaa-1649	215	19	using	use	VERB
ajoaa-1649	215	20	stata	stata	NOUN
ajoaa-1649	215	21	12	12	NUM
ajoaa-1649	215	22	on	on	ADP
ajoaa-1649	215	23	nsca	nsca	NOUN
ajoaa-1649	215	24	2007/2008	2007/2008	NUM
ajoaa-1649	215	25	asian	asian	ADJ
ajoaa-1649	215	26	journal	journal	NOUN
ajoaa-1649	215	27	of	of	ADP
ajoaa-1649	215	28	agriculture	agriculture	NOUN
ajoaa-1649	215	29	and	and	CCONJ
ajoaa-1649	215	30	rural	rural	ADJ
ajoaa-1649	215	31	development	development	NOUN
ajoaa-1649	215	32	,	,	PUNCT
ajoaa-1649	215	33	7(9)2017	7(9)2017	NUM
ajoaa-1649	215	34	:	:	PUNCT
ajoaa-1649	215	35	180	180	NUM
ajoaa-1649	215	36	-	-	SYM
ajoaa-1649	215	37	197	197	NUM
ajoaa-1649	215	38	191	191	NUM
ajoaa-1649	215	39	ols	ol	NOUN
ajoaa-1649	215	40	results	result	NOUN
ajoaa-1649	215	41	for	for	ADP
ajoaa-1649	215	42	both	both	CCONJ
ajoaa-1649	215	43	tabora	tabora	PROPN
ajoaa-1649	215	44	and	and	CCONJ
ajoaa-1649	215	45	ruvuma	ruvuma	PROPN
ajoaa-1649	215	46	regions	region	NOUN
ajoaa-1649	215	47	shows	show	VERB
ajoaa-1649	215	48	a	a	DET
ajoaa-1649	215	49	positive	positive	ADJ
ajoaa-1649	215	50	relationship	relationship	NOUN
ajoaa-1649	215	51	and	and	CCONJ
ajoaa-1649	215	52	significance	significance	NOUN
ajoaa-1649	215	53	results	result	NOUN
ajoaa-1649	215	54	between	between	ADP
ajoaa-1649	215	55	maize	maize	NOUN
ajoaa-1649	215	56	output	output	NOUN
ajoaa-1649	215	57	level	level	NOUN
ajoaa-1649	215	58	and	and	CCONJ
ajoaa-1649	215	59	inputs	input	NOUN
ajoaa-1649	215	60	variables	variable	NOUN
ajoaa-1649	215	61	like	like	ADP
ajoaa-1649	215	62	household	household	NOUN
ajoaa-1649	215	63	size	size	NOUN
ajoaa-1649	215	64	(	(	PUNCT
ajoaa-1649	215	65	labor	labor	NOUN
ajoaa-1649	215	66	)	)	PUNCT
ajoaa-1649	215	67	,	,	PUNCT
ajoaa-1649	215	68	actual	actual	ADJ
ajoaa-1649	215	69	planted	plant	VERB
ajoaa-1649	215	70	area	area	NOUN
ajoaa-1649	215	71	,	,	PUNCT
ajoaa-1649	215	72	use	use	NOUN
ajoaa-1649	215	73	of	of	ADP
ajoaa-1649	215	74	improved	improved	ADJ
ajoaa-1649	215	75	seed	seed	NOUN
ajoaa-1649	215	76	and	and	CCONJ
ajoaa-1649	215	77	use	use	NOUN
ajoaa-1649	215	78	of	of	ADP
ajoaa-1649	215	79	inorganic	inorganic	ADJ
ajoaa-1649	215	80	fertilizers	fertilizer	NOUN
ajoaa-1649	215	81	.	.	PUNCT
ajoaa-1649	216	1	only	only	ADV
ajoaa-1649	216	2	the	the	DET
ajoaa-1649	216	3	use	use	NOUN
ajoaa-1649	216	4	of	of	ADP
ajoaa-1649	216	5	tractor	tractor	NOUN
ajoaa-1649	216	6	asset	asset	NOUN
ajoaa-1649	216	7	is	be	AUX
ajoaa-1649	216	8	positve	positve	VERB
ajoaa-1649	216	9	and	and	CCONJ
ajoaa-1649	216	10	insignificant	insignificant	ADJ
ajoaa-1649	216	11	in	in	ADP
ajoaa-1649	216	12	influencing	influence	VERB
ajoaa-1649	216	13	maize	maize	NOUN
ajoaa-1649	216	14	output	output	NOUN
ajoaa-1649	216	15	in	in	ADP
ajoaa-1649	216	16	tabora	tabora	PROPN
ajoaa-1649	216	17	and	and	CCONJ
ajoaa-1649	216	18	is	be	AUX
ajoaa-1649	216	19	negative	negative	ADJ
ajoaa-1649	216	20	and	and	CCONJ
ajoaa-1649	216	21	insignificant	insignificant	ADJ
ajoaa-1649	216	22	in	in	ADP
ajoaa-1649	216	23	influencing	influence	VERB
ajoaa-1649	216	24	maize	maize	NOUN
ajoaa-1649	216	25	output	output	NOUN
ajoaa-1649	216	26	level	level	NOUN
ajoaa-1649	216	27	in	in	ADP
ajoaa-1649	216	28	ruvuma	ruvuma	PROPN
ajoaa-1649	216	29	,	,	PUNCT
ajoaa-1649	216	30	indicating	indicate	VERB
ajoaa-1649	216	31	that	that	SCONJ
ajoaa-1649	216	32	it	it	PRON
ajoaa-1649	216	33	is	be	AUX
ajoaa-1649	216	34	not	not	PART
ajoaa-1649	216	35	optimally	optimally	ADV
ajoaa-1649	216	36	used	use	VERB
ajoaa-1649	216	37	to	to	ADP
ajoaa-1649	216	38	smallholder	smallholder	NOUN
ajoaa-1649	216	39	farmers	farmer	NOUN
ajoaa-1649	216	40	in	in	ADP
ajoaa-1649	216	41	both	both	DET
ajoaa-1649	216	42	regions	region	NOUN
ajoaa-1649	216	43	.	.	PUNCT
ajoaa-1649	217	1	actualplanted	actualplanted	ADJ
ajoaa-1649	217	2	area	area	NOUN
ajoaa-1649	217	3	stands	stand	VERB
ajoaa-1649	217	4	as	as	ADP
ajoaa-1649	217	5	the	the	DET
ajoaa-1649	217	6	most	most	ADV
ajoaa-1649	217	7	positive	positive	ADJ
ajoaa-1649	217	8	and	and	CCONJ
ajoaa-1649	217	9	significant	significant	ADJ
ajoaa-1649	217	10	factor	factor	NOUN
ajoaa-1649	217	11	that	that	PRON
ajoaa-1649	217	12	influenced	influence	VERB
ajoaa-1649	217	13	maize	maize	NOUN
ajoaa-1649	217	14	outputs	output	NOUN
ajoaa-1649	217	15	,	,	PUNCT
ajoaa-1649	217	16	meaning	mean	VERB
ajoaa-1649	217	17	that	that	SCONJ
ajoaa-1649	217	18	keeping	keep	VERB
ajoaa-1649	217	19	other	other	ADJ
ajoaa-1649	217	20	factors	factor	NOUN
ajoaa-1649	217	21	constant	constant	ADJ
ajoaa-1649	217	22	,	,	PUNCT
ajoaa-1649	217	23	one	one	NUM
ajoaa-1649	217	24	percent	percent	NOUN
ajoaa-1649	217	25	increase	increase	NOUN
ajoaa-1649	217	26	in	in	ADP
ajoaa-1649	217	27	area	area	NOUN
ajoaa-1649	217	28	planted	plant	VERB
ajoaa-1649	217	29	with	with	ADP
ajoaa-1649	217	30	maize	maize	NOUN
ajoaa-1649	217	31	would	would	AUX
ajoaa-1649	217	32	significantly	significantly	ADV
ajoaa-1649	217	33	increase	increase	VERB
ajoaa-1649	217	34	the	the	DET
ajoaa-1649	217	35	quantity	quantity	NOUN
ajoaa-1649	217	36	of	of	ADP
ajoaa-1649	217	37	maize	maize	NOUN
ajoaa-1649	217	38	harvested	harvest	VERB
ajoaa-1649	217	39	by	by	ADP
ajoaa-1649	217	40	0.97	0.97	NUM
ajoaa-1649	217	41	%	%	NOUN
ajoaa-1649	217	42	and	and	CCONJ
ajoaa-1649	217	43	0.83	0.83	NUM
ajoaa-1649	217	44	%	%	NOUN
ajoaa-1649	217	45	respectively	respectively	ADV
ajoaa-1649	217	46	.	.	PUNCT
ajoaa-1649	218	1	msuya	msuya	PROPN
ajoaa-1649	218	2	et	et	PROPN
ajoaa-1649	218	3	al	al	PROPN
ajoaa-1649	218	4	.	.	PROPN
ajoaa-1649	219	1	(	(	PUNCT
ajoaa-1649	219	2	2008	2008	NUM
ajoaa-1649	219	3	)	)	PUNCT
ajoaa-1649	219	4	also	also	ADV
ajoaa-1649	219	5	noted	note	VERB
ajoaa-1649	219	6	high	high	ADJ
ajoaa-1649	219	7	influence	influence	NOUN
ajoaa-1649	219	8	of	of	ADP
ajoaa-1649	219	9	land	land	NOUN
ajoaa-1649	219	10	(	(	PUNCT
ajoaa-1649	219	11	actual	actual	ADJ
ajoaa-1649	219	12	planted	plant	VERB
ajoaa-1649	219	13	area	area	NOUN
ajoaa-1649	219	14	)	)	PUNCT
ajoaa-1649	219	15	on	on	ADP
ajoaa-1649	219	16	maize	maize	NOUN
ajoaa-1649	219	17	output	output	NOUN
ajoaa-1649	219	18	.	.	PUNCT
ajoaa-1649	220	1	mle	mle	PROPN
ajoaa-1649	220	2	of	of	ADP
ajoaa-1649	220	3	stochastic	stochastic	ADJ
ajoaa-1649	220	4	frontier	frontier	NOUN
ajoaa-1649	220	5	function	function	NOUN
ajoaa-1649	220	6	for	for	ADP
ajoaa-1649	220	7	both	both	DET
ajoaa-1649	220	8	ruvuma	ruvuma	PROPN
ajoaa-1649	220	9	and	and	CCONJ
ajoaa-1649	220	10	tabora	tabora	PROPN
ajoaa-1649	220	11	indicates	indicate	VERB
ajoaa-1649	220	12	the	the	DET
ajoaa-1649	220	13	presence	presence	NOUN
ajoaa-1649	220	14	of	of	ADP
ajoaa-1649	220	15	technical	technical	ADJ
ajoaa-1649	220	16	ineffiency	ineffiency	NOUN
ajoaa-1649	220	17	in	in	ADP
ajoaa-1649	220	18	production	production	NOUN
ajoaa-1649	220	19	of	of	ADP
ajoaa-1649	220	20	maize	maize	NOUN
ajoaa-1649	220	21	for	for	ADP
ajoaa-1649	220	22	both	both	DET
ajoaa-1649	220	23	regions	region	NOUN
ajoaa-1649	220	24	.	.	PUNCT
ajoaa-1649	221	1	basing	base	VERB
ajoaa-1649	221	2	on	on	ADP
ajoaa-1649	221	3	an	an	DET
ajoaa-1649	221	4	idea	idea	NOUN
ajoaa-1649	221	5	of	of	ADP
ajoaa-1649	221	6	aigner	aigner	PROPN
ajoaa-1649	221	7	et	et	PROPN
ajoaa-1649	221	8	al	al	PROPN
ajoaa-1649	221	9	.	.	PROPN
ajoaa-1649	222	1	(	(	PUNCT
ajoaa-1649	222	2	1977	1977	NUM
ajoaa-1649	222	3	)	)	PUNCT
ajoaa-1649	222	4	as	as	SCONJ
ajoaa-1649	222	5	cited	cite	VERB
ajoaa-1649	222	6	in	in	ADP
ajoaa-1649	222	7	khai	khai	PROPN
ajoaa-1649	222	8	and	and	CCONJ
ajoaa-1649	222	9	yabe	yabe	PROPN
ajoaa-1649	222	10	(	(	PUNCT
ajoaa-1649	222	11	2011	2011	NUM
ajoaa-1649	222	12	)	)	PUNCT
ajoaa-1649	222	13	,	,	PUNCT
ajoaa-1649	222	14	test	test	NOUN
ajoaa-1649	222	15	for	for	ADP
ajoaa-1649	222	16	null	null	ADJ
ajoaa-1649	222	17	and	and	CCONJ
ajoaa-1649	222	18	alternative	alternative	ADJ
ajoaa-1649	222	19	hypothesis	hypothesis	NOUN
ajoaa-1649	222	20	that	that	PRON
ajoaa-1649	222	21	𝐻0	𝐻0	PROPN
ajoaa-1649	222	22	:	:	PUNCT
ajoaa-1649	222	23	𝜆	𝜆	PROPN
ajoaa-1649	222	24	=	=	SYM
ajoaa-1649	222	25	0	0	NUM
ajoaa-1649	222	26	and	and	CCONJ
ajoaa-1649	222	27	𝐻1	𝐻1	NOUN
ajoaa-1649	222	28	:	:	PUNCT
ajoaa-1649	222	29	𝜆	𝜆	X
ajoaa-1649	222	30	>	>	X
ajoaa-1649	222	31	0	0	PUNCT
ajoaa-1649	222	32	respectively	respectively	ADV
ajoaa-1649	222	33	is	be	AUX
ajoaa-1649	222	34	perfomed	perfome	VERB
ajoaa-1649	222	35	and	and	CCONJ
ajoaa-1649	222	36	results	result	NOUN
ajoaa-1649	222	37	of	of	ADP
ajoaa-1649	222	38	estimated	estimate	VERB
ajoaa-1649	222	39	lambda	lambda	NOUN
ajoaa-1649	222	40	(	(	PUNCT
ajoaa-1649	222	41	𝜆	𝜆	X
ajoaa-1649	222	42	)	)	PUNCT
ajoaa-1649	222	43	found	find	VERB
ajoaa-1649	222	44	to	to	PART
ajoaa-1649	222	45	be	be	AUX
ajoaa-1649	222	46	1.62	1.62	NUM
ajoaa-1649	222	47	and	and	CCONJ
ajoaa-1649	222	48	2.52	2.52	NUM
ajoaa-1649	222	49	for	for	ADP
ajoaa-1649	222	50	tabora	tabora	PROPN
ajoaa-1649	222	51	and	and	CCONJ
ajoaa-1649	222	52	ruvuma	ruvuma	VERB
ajoaa-1649	222	53	respectively	respectively	ADV
ajoaa-1649	222	54	,	,	PUNCT
ajoaa-1649	222	55	thus	thus	ADV
ajoaa-1649	222	56	rejecting	reject	VERB
ajoaa-1649	222	57	the	the	DET
ajoaa-1649	222	58	null	null	ADJ
ajoaa-1649	222	59	hypothesis	hypothesis	NOUN
ajoaa-1649	222	60	that	that	SCONJ
ajoaa-1649	222	61	there	there	PRON
ajoaa-1649	222	62	is	be	VERB
ajoaa-1649	222	63	no	no	DET
ajoaa-1649	222	64	technical	technical	ADJ
ajoaa-1649	222	65	inefficiency	inefficiency	NOUN
ajoaa-1649	222	66	.	.	PUNCT
ajoaa-1649	223	1	furthermore	furthermore	ADV
ajoaa-1649	223	2	,	,	PUNCT
ajoaa-1649	223	3	using	use	VERB
ajoaa-1649	223	4	the	the	DET
ajoaa-1649	223	5	formula	formula	NOUN
ajoaa-1649	223	6	suggested	suggest	VERB
ajoaa-1649	223	7	by	by	ADP
ajoaa-1649	223	8	bravo	bravo	PROPN
ajoaa-1649	223	9	-	-	PUNCT
ajoaa-1649	223	10	ureta	ureta	PROPN
ajoaa-1649	223	11	and	and	CCONJ
ajoaa-1649	223	12	pinheiro	pinheiro	PROPN
ajoaa-1649	223	13	(	(	PUNCT
ajoaa-1649	223	14	1997	1997	NUM
ajoaa-1649	223	15	)	)	PUNCT
ajoaa-1649	223	16	for	for	ADP
ajoaa-1649	223	17	testing	test	VERB
ajoaa-1649	223	18	technical	technical	ADJ
ajoaa-1649	223	19	inefficiency	inefficiency	NOUN
ajoaa-1649	223	20	value	value	NOUN
ajoaa-1649	223	21	using	use	VERB
ajoaa-1649	223	22	gamma	gamma	NOUN
ajoaa-1649	223	23	(	(	PUNCT
ajoaa-1649	223	24	γ	γ	X
ajoaa-1649	223	25	)	)	PUNCT
ajoaa-1649	223	26	that	that	PRON
ajoaa-1649	223	27	is	be	AUX
ajoaa-1649	223	28	𝛾	𝛾	NOUN
ajoaa-1649	223	29	=	=	SYM
ajoaa-1649	223	30	𝜆2	𝜆2	NOUN
ajoaa-1649	224	1	[	[	X
ajoaa-1649	224	2	1+𝜆2	1+𝜆2	X
ajoaa-1649	224	3	]	]	PUNCT
ajoaa-1649	224	4	.	.	PUNCT
ajoaa-1649	225	1	inserting	insert	VERB
ajoaa-1649	225	2	𝜆	𝜆	PRON
ajoaa-1649	225	3	=	=	PUNCT
ajoaa-1649	225	4	1.62and	1.62and	NUM
ajoaa-1649	225	5	𝜆	𝜆	NOUN
ajoaa-1649	225	6	=	=	SYM
ajoaa-1649	225	7	2.52	2.52	NUM
ajoaa-1649	225	8	in	in	ADP
ajoaa-1649	225	9	𝛾	𝛾	NOUN
ajoaa-1649	225	10	=	=	SYM
ajoaa-1649	225	11	𝜆2	𝜆2	NOUN
ajoaa-1649	225	12	[	[	X
ajoaa-1649	225	13	1+𝜆2	1+𝜆2	X
ajoaa-1649	225	14	]	]	PUNCT
ajoaa-1649	225	15	gives	give	VERB
ajoaa-1649	225	16	𝛾	𝛾	ADP
ajoaa-1649	225	17	=	=	NUM
ajoaa-1649	225	18	0.724	0.724	NUM
ajoaa-1649	225	19	and	and	CCONJ
ajoaa-1649	225	20	𝛾	𝛾	ADP
ajoaa-1649	225	21	=	=	PUNCT
ajoaa-1649	225	22	0.864respectively	0.864respectively	ADV
ajoaa-1649	225	23	,	,	PUNCT
ajoaa-1649	225	24	meaning	mean	VERB
ajoaa-1649	225	25	that	that	SCONJ
ajoaa-1649	225	26	about	about	ADP
ajoaa-1649	225	27	72.4	72.4	NUM
ajoaa-1649	225	28	%	%	NOUN
ajoaa-1649	225	29	and	and	CCONJ
ajoaa-1649	225	30	86.4	86.4	NUM
ajoaa-1649	225	31	%	%	NOUN
ajoaa-1649	225	32	of	of	ADP
ajoaa-1649	225	33	total	total	ADJ
ajoaa-1649	225	34	farm	farm	NOUN
ajoaa-1649	225	35	maize	maize	NOUN
ajoaa-1649	225	36	output	output	NOUN
ajoaa-1649	225	37	variationin	variationin	PROPN
ajoaa-1649	225	38	tabora	tabora	PROPN
ajoaa-1649	225	39	and	and	CCONJ
ajoaa-1649	225	40	ruvuma	ruvuma	PROPN
ajoaa-1649	225	41	regions	region	NOUN
ajoaa-1649	225	42	respectively	respectively	ADV
ajoaa-1649	225	43	is	be	AUX
ajoaa-1649	225	44	due	due	ADJ
ajoaa-1649	225	45	to	to	ADP
ajoaa-1649	225	46	technical	technical	ADJ
ajoaa-1649	225	47	inefficiency	inefficiency	NOUN
ajoaa-1649	225	48	.	.	PUNCT
ajoaa-1649	226	1	this	this	PRON
ajoaa-1649	226	2	shows	show	VERB
ajoaa-1649	226	3	that	that	SCONJ
ajoaa-1649	226	4	,	,	PUNCT
ajoaa-1649	226	5	variation	variation	NOUN
ajoaa-1649	226	6	in	in	ADP
ajoaa-1649	226	7	farm	farm	NOUN
ajoaa-1649	226	8	ouput	ouput	ADJ
ajoaa-1649	226	9	due	due	ADJ
ajoaa-1649	226	10	to	to	ADP
ajoaa-1649	226	11	technical	technical	ADJ
ajoaa-1649	226	12	inefficiency	inefficiency	NOUN
ajoaa-1649	226	13	is	be	AUX
ajoaa-1649	226	14	greater	great	ADJ
ajoaa-1649	226	15	in	in	ADP
ajoaa-1649	226	16	ruvuma	ruvuma	PROPN
ajoaa-1649	226	17	than	than	ADP
ajoaa-1649	226	18	tabora	tabora	PROPN
ajoaa-1649	226	19	region	region	NOUN
ajoaa-1649	226	20	by	by	ADP
ajoaa-1649	226	21	14	14	NUM
ajoaa-1649	226	22	%	%	NOUN
ajoaa-1649	226	23	.	.	PUNCT
ajoaa-1649	227	1	this	this	PRON
ajoaa-1649	227	2	is	be	AUX
ajoaa-1649	227	3	also	also	ADV
ajoaa-1649	227	4	proved	prove	VERB
ajoaa-1649	227	5	by	by	ADP
ajoaa-1649	227	6	the	the	DET
ajoaa-1649	227	7	log	log	NOUN
ajoaa-1649	227	8	likelihood	likelihood	NOUN
ajoaa-1649	227	9	ratio	ratio	NOUN
ajoaa-1649	227	10	test	test	NOUN
ajoaa-1649	227	11	which	which	PRON
ajoaa-1649	227	12	is	be	AUX
ajoaa-1649	227	13	greater	great	ADJ
ajoaa-1649	227	14	in	in	ADP
ajoaa-1649	227	15	ruvuma	ruvuma	PROPN
ajoaa-1649	227	16	(	(	PUNCT
ajoaa-1649	227	17	81.01	81.01	NUM
ajoaa-1649	227	18	)	)	PUNCT
ajoaa-1649	227	19	than	than	ADP
ajoaa-1649	227	20	that	that	PRON
ajoaa-1649	227	21	of	of	ADP
ajoaa-1649	227	22	tabora	tabora	PROPN
ajoaa-1649	227	23	(	(	PUNCT
ajoaa-1649	227	24	23.62	23.62	NUM
ajoaa-1649	227	25	)	)	PUNCT
ajoaa-1649	227	26	.	.	PUNCT
ajoaa-1649	228	1	ols	ol	NOUN
ajoaa-1649	228	2	estimation	estimation	NOUN
ajoaa-1649	228	3	results	result	NOUN
ajoaa-1649	228	4	indicates	indicate	VERB
ajoaa-1649	228	5	that	that	SCONJ
ajoaa-1649	228	6	maize	maize	NOUN
ajoaa-1649	228	7	output	output	NOUN
ajoaa-1649	228	8	is	be	AUX
ajoaa-1649	228	9	explained	explain	VERB
ajoaa-1649	228	10	by	by	ADP
ajoaa-1649	228	11	independent	independent	ADJ
ajoaa-1649	228	12	variables	variable	NOUN
ajoaa-1649	228	13	used	use	VERB
ajoaa-1649	228	14	by	by	ADP
ajoaa-1649	228	15	47	47	NUM
ajoaa-1649	228	16	%	%	NOUN
ajoaa-1649	228	17	and	and	CCONJ
ajoaa-1649	228	18	46	46	NUM
ajoaa-1649	228	19	%	%	NOUN
ajoaa-1649	228	20	in	in	ADP
ajoaa-1649	228	21	tabora	tabora	PROPN
ajoaa-1649	228	22	and	and	CCONJ
ajoaa-1649	228	23	ruvuma	ruvuma	VERB
ajoaa-1649	228	24	regions	region	NOUN
ajoaa-1649	228	25	respectively	respectively	ADV
ajoaa-1649	228	26	(	(	PUNCT
ajoaa-1649	228	27	see	see	VERB
ajoaa-1649	228	28	table	table	NOUN
ajoaa-1649	228	29	2	2	NUM
ajoaa-1649	228	30	)	)	PUNCT
ajoaa-1649	228	31	.	.	PUNCT
ajoaa-1649	229	1	probability	probability	NOUN
ajoaa-1649	229	2	values	value	NOUN
ajoaa-1649	229	3	in	in	ADP
ajoaa-1649	229	4	ols	ol	NOUN
ajoaa-1649	229	5	and	and	CCONJ
ajoaa-1649	229	6	mle	mle	PROPN
ajoaa-1649	229	7	of	of	ADP
ajoaa-1649	229	8	stochastic	stochastic	ADJ
ajoaa-1649	229	9	frontier	frontier	NOUN
ajoaa-1649	229	10	is	be	AUX
ajoaa-1649	229	11	0.00	0.00	NUM
ajoaa-1649	229	12	in	in	ADP
ajoaa-1649	229	13	both	both	DET
ajoaa-1649	229	14	regions	region	NOUN
ajoaa-1649	229	15	which	which	PRON
ajoaa-1649	229	16	indicates	indicate	VERB
ajoaa-1649	229	17	that	that	SCONJ
ajoaa-1649	229	18	the	the	DET
ajoaa-1649	229	19	models	model	NOUN
ajoaa-1649	229	20	in	in	ADP
ajoaa-1649	229	21	general	general	ADJ
ajoaa-1649	229	22	are	be	AUX
ajoaa-1649	229	23	statistically	statistically	ADV
ajoaa-1649	229	24	significant	significant	ADJ
ajoaa-1649	229	25	at	at	ADP
ajoaa-1649	229	26	1	1	NUM
ajoaa-1649	229	27	%	%	NOUN
ajoaa-1649	229	28	level	level	NOUN
ajoaa-1649	229	29	.	.	PUNCT
ajoaa-1649	230	1	furthemore	furthemore	NOUN
ajoaa-1649	230	2	,	,	PUNCT
ajoaa-1649	230	3	sum	sum	NOUN
ajoaa-1649	230	4	of	of	ADP
ajoaa-1649	230	5	quasi	quasi	ADJ
ajoaa-1649	230	6	elastisties	elastistie	NOUN
ajoaa-1649	230	7	in	in	ADP
ajoaa-1649	230	8	estimated	estimate	VERB
ajoaa-1649	230	9	stochastic	stochastic	ADJ
ajoaa-1649	230	10	frontier	frontier	NOUN
ajoaa-1649	230	11	function	function	NOUN
ajoaa-1649	230	12	is	be	AUX
ajoaa-1649	230	13	0.97	0.97	NUM
ajoaa-1649	230	14	for	for	ADP
ajoaa-1649	230	15	tabora	tabora	PROPN
ajoaa-1649	230	16	and	and	CCONJ
ajoaa-1649	230	17	1.05	1.05	NUM
ajoaa-1649	230	18	for	for	ADP
ajoaa-1649	230	19	ruvuma	ruvuma	PROPN
ajoaa-1649	230	20	,	,	PUNCT
ajoaa-1649	230	21	these	these	PRON
ajoaa-1649	230	22	are	be	AUX
ajoaa-1649	230	23	the	the	DET
ajoaa-1649	230	24	function	function	NOUN
ajoaa-1649	230	25	coefficients	coefficient	NOUN
ajoaa-1649	230	26	which	which	PRON
ajoaa-1649	230	27	indicate	indicate	VERB
ajoaa-1649	230	28	decreasing	decrease	VERB
ajoaa-1649	230	29	return	return	NOUN
ajoaa-1649	230	30	to	to	ADP
ajoaa-1649	230	31	scale	scale	NOUN
ajoaa-1649	230	32	(	(	PUNCT
ajoaa-1649	230	33	drs	drs	PROPN
ajoaa-1649	230	34	)	)	PUNCT
ajoaa-1649	230	35	for	for	ADP
ajoaa-1649	230	36	tabora	tabora	PROPN
ajoaa-1649	230	37	and	and	CCONJ
ajoaa-1649	230	38	increasing	increase	VERB
ajoaa-1649	230	39	return	return	NOUN
ajoaa-1649	230	40	to	to	ADP
ajoaa-1649	230	41	scale	scale	NOUN
ajoaa-1649	230	42	(	(	PUNCT
ajoaa-1649	230	43	irs	irs	PROPN
ajoaa-1649	230	44	)	)	PUNCT
ajoaa-1649	230	45	for	for	ADP
ajoaa-1649	230	46	ruvuma	ruvuma	NOUN
ajoaa-1649	230	47	maize	maize	NOUN
ajoaa-1649	230	48	production	production	NOUN
ajoaa-1649	230	49	as	as	SCONJ
ajoaa-1649	230	50	demonstrated	demonstrate	VERB
ajoaa-1649	230	51	in	in	ADP
ajoaa-1649	230	52	table	table	NOUN
ajoaa-1649	230	53	2	2	NUM
ajoaa-1649	230	54	.	.	PUNCT
ajoaa-1649	231	1	after	after	ADP
ajoaa-1649	231	2	realizing	realize	VERB
ajoaa-1649	231	3	presence	presence	NOUN
ajoaa-1649	231	4	of	of	ADP
ajoaa-1649	231	5	technical	technical	ADJ
ajoaa-1649	231	6	inefficiency	inefficiency	NOUN
ajoaa-1649	231	7	in	in	ADP
ajoaa-1649	231	8	both	both	CCONJ
ajoaa-1649	231	9	tabora	tabora	PROPN
ajoaa-1649	231	10	and	and	CCONJ
ajoaa-1649	231	11	ruvuma	ruvuma	PROPN
ajoaa-1649	231	12	regions	region	NOUN
ajoaa-1649	231	13	,	,	PUNCT
ajoaa-1649	231	14	values	value	NOUN
ajoaa-1649	231	15	of	of	ADP
ajoaa-1649	231	16	technical	technical	ADJ
ajoaa-1649	231	17	efficiency	efficiency	NOUN
ajoaa-1649	231	18	were	be	AUX
ajoaa-1649	231	19	predicted	predict	VERB
ajoaa-1649	231	20	as	as	SCONJ
ajoaa-1649	231	21	shown	show	VERB
ajoaa-1649	231	22	in	in	ADP
ajoaa-1649	231	23	table	table	NOUN
ajoaa-1649	231	24	3	3	NUM
ajoaa-1649	231	25	.	.	X
ajoaa-1649	231	26	4.3	4.3	NUM
ajoaa-1649	231	27	.	.	PUNCT
ajoaa-1649	232	1	technical	technical	ADJ
ajoaa-1649	232	2	efficiency	efficiency	NOUN
ajoaa-1649	232	3	distribution	distribution	NOUN
ajoaa-1649	232	4	of	of	ADP
ajoaa-1649	232	5	maize	maize	NOUN
ajoaa-1649	232	6	smallholder	smallholder	NOUN
ajoaa-1649	232	7	farmers	farmer	NOUN
ajoaa-1649	232	8	(	(	PUNCT
ajoaa-1649	232	9	farming	farming	NOUN
ajoaa-1649	232	10	households	household	NOUN
ajoaa-1649	232	11	)	)	PUNCT
ajoaa-1649	232	12	in	in	ADP
ajoaa-1649	232	13	tabora	tabora	PROPN
ajoaa-1649	232	14	and	and	CCONJ
ajoaa-1649	232	15	ruvuma	ruvuma	PROPN
ajoaa-1649	232	16	regions	region	NOUN
ajoaa-1649	232	17	table	table	VERB
ajoaa-1649	232	18	3	3	NUM
ajoaa-1649	232	19	:	:	PUNCT
ajoaa-1649	232	20	distribution	distribution	NOUN
ajoaa-1649	232	21	of	of	ADP
ajoaa-1649	232	22	efficiency	efficiency	NOUN
ajoaa-1649	232	23	tabora	tabora	PROPN
ajoaa-1649	232	24	maize	maize	NOUN
ajoaa-1649	232	25	farmers	farmer	NOUN
ajoaa-1649	232	26	ruvuma	ruvuma	AUX
ajoaa-1649	232	27	maize	maize	VERB
ajoaa-1649	232	28	farmers	farmer	NOUN
ajoaa-1649	232	29	efficiency	efficiency	NOUN
ajoaa-1649	232	30	level	level	NOUN
ajoaa-1649	232	31	frequency	frequency	NOUN
ajoaa-1649	232	32	%	%	NOUN
ajoaa-1649	232	33	of	of	ADP
ajoaa-1649	232	34	farmers	farmer	NOUN
ajoaa-1649	232	35	frequency	frequency	VERB
ajoaa-1649	232	36	%	%	NOUN
ajoaa-1649	232	37	of	of	ADP
ajoaa-1649	232	38	farmers	farmer	NOUN
ajoaa-1649	232	39	<	<	X
ajoaa-1649	232	40	0.21	0.21	NUM
ajoaa-1649	232	41	12	12	NUM
ajoaa-1649	232	42	1.48	1.48	NUM
ajoaa-1649	232	43	65	65	NUM
ajoaa-1649	232	44	6.86	6.86	NUM
ajoaa-1649	232	45	0.21	0.21	NUM
ajoaa-1649	232	46	-	-	SYM
ajoaa-1649	232	47	0.40	0.40	NUM
ajoaa-1649	232	48	72	72	NUM
ajoaa-1649	232	49	8.86	8.86	NUM
ajoaa-1649	232	50	187	187	NUM
ajoaa-1649	232	51	19.73	19.73	NUM
ajoaa-1649	232	52	0.41	0.41	NUM
ajoaa-1649	232	53	-	-	SYM
ajoaa-1649	232	54	0.60	0.60	NUM
ajoaa-1649	232	55	268	268	NUM
ajoaa-1649	232	56	32.96	32.96	NUM
ajoaa-1649	232	57	314	314	NUM
ajoaa-1649	232	58	33.12	33.12	NUM
ajoaa-1649	232	59	0.61	0.61	NUM
ajoaa-1649	232	60	-	-	SYM
ajoaa-1649	232	61	0.80	0.80	NUM
ajoaa-1649	232	62	411	411	NUM
ajoaa-1649	232	63	50.55	50.55	NUM
ajoaa-1649	232	64	326	326	NUM
ajoaa-1649	232	65	34.39	34.39	NUM
ajoaa-1649	232	66	0.81	0.81	NUM
ajoaa-1649	232	67	-	-	SYM
ajoaa-1649	232	68	1.00	1.00	NUM
ajoaa-1649	232	69	50	50	NUM
ajoaa-1649	232	70	6.15	6.15	NUM
ajoaa-1649	232	71	56	56	NUM
ajoaa-1649	232	72	5.91	5.91	NUM
ajoaa-1649	232	73	observation	observation	NOUN
ajoaa-1649	232	74	813	813	NUM
ajoaa-1649	232	75	100	100	NUM
ajoaa-1649	232	76	948	948	NUM
ajoaa-1649	232	77	100	100	NUM
ajoaa-1649	232	78	maximum	maximum	NOUN
ajoaa-1649	232	79	te	te	ADP
ajoaa-1649	232	80	0.87	0.87	NUM
ajoaa-1649	232	81	0.87	0.87	NUM
ajoaa-1649	232	82	minimum	minimum	NOUN
ajoaa-1649	232	83	te	te	ADP
ajoaa-1649	232	84	0.15	0.15	NUM
ajoaa-1649	232	85	0.03	0.03	NUM
ajoaa-1649	232	86	mean	mean	NOUN
ajoaa-1649	232	87	te	te	ADP
ajoaa-1649	232	88	0.61	0.61	NUM
ajoaa-1649	232	89	0.53	0.53	NUM
ajoaa-1649	232	90	source	source	NOUN
ajoaa-1649	232	91	:	:	PUNCT
ajoaa-1649	232	92	author	author	NOUN
ajoaa-1649	232	93	estimates	estimate	VERB
ajoaa-1649	232	94	using	use	VERB
ajoaa-1649	232	95	stata	stata	NOUN
ajoaa-1649	232	96	12	12	NUM
ajoaa-1649	232	97	on	on	ADP
ajoaa-1649	232	98	2007/2008	2007/2008	NUM
ajoaa-1649	232	99	nsca	nsca	NOUN
ajoaa-1649	232	100	data	datum	NOUN
ajoaa-1649	232	101	asian	asian	PROPN
ajoaa-1649	232	102	journal	journal	PROPN
ajoaa-1649	232	103	of	of	ADP
ajoaa-1649	232	104	agriculture	agriculture	NOUN
ajoaa-1649	232	105	and	and	CCONJ
ajoaa-1649	232	106	rural	rural	ADJ
ajoaa-1649	232	107	development	development	NOUN
ajoaa-1649	232	108	,	,	PUNCT
ajoaa-1649	232	109	7(9)2017	7(9)2017	NUM
ajoaa-1649	232	110	:	:	PUNCT
ajoaa-1649	232	111	180	180	NUM
ajoaa-1649	232	112	-	-	SYM
ajoaa-1649	232	113	197	197	NUM
ajoaa-1649	232	114	192	192	NUM
ajoaa-1649	232	115	figure	figure	NOUN
ajoaa-1649	232	116	2	2	NUM
ajoaa-1649	232	117	:	:	PUNCT
ajoaa-1649	232	118	technical	technical	ADJ
ajoaa-1649	232	119	efficiency	efficiency	NOUN
ajoaa-1649	232	120	levels	level	NOUN
ajoaa-1649	232	121	of	of	ADP
ajoaa-1649	232	122	maize	maize	NOUN
ajoaa-1649	232	123	smallholder	smallholder	NOUN
ajoaa-1649	232	124	farmers	farmer	NOUN
ajoaa-1649	232	125	source	source	NOUN
ajoaa-1649	232	126	:	:	PUNCT
ajoaa-1649	232	127	author	author	NOUN
ajoaa-1649	232	128	construction	construction	NOUN
ajoaa-1649	232	129	(	(	PUNCT
ajoaa-1649	232	130	2014	2014	NUM
ajoaa-1649	232	131	)	)	PUNCT
ajoaa-1649	232	132	using	use	VERB
ajoaa-1649	232	133	nsca	nsca	NOUN
ajoaa-1649	232	134	2007/2008	2007/2008	NUM
ajoaa-1649	232	135	data	datum	NOUN
ajoaa-1649	232	136	technical	technical	ADJ
ajoaa-1649	232	137	efficiency	efficiency	NOUN
ajoaa-1649	232	138	for	for	ADP
ajoaa-1649	232	139	maize	maize	NOUN
ajoaa-1649	232	140	farmers4	farmers4	NOUN
ajoaa-1649	232	141	ranges	range	VERB
ajoaa-1649	232	142	from	from	ADP
ajoaa-1649	232	143	0.15	0.15	NUM
ajoaa-1649	232	144	to	to	ADP
ajoaa-1649	232	145	0.87	0.87	NUM
ajoaa-1649	232	146	,	,	PUNCT
ajoaa-1649	232	147	with	with	ADP
ajoaa-1649	232	148	mean	mean	ADJ
ajoaa-1649	232	149	technical	technical	ADJ
ajoaa-1649	232	150	efficiency	efficiency	NOUN
ajoaa-1649	232	151	of	of	ADP
ajoaa-1649	232	152	0.61	0.61	NUM
ajoaa-1649	232	153	in	in	ADP
ajoaa-1649	232	154	tabora	tabora	PROPN
ajoaa-1649	232	155	while	while	SCONJ
ajoaa-1649	232	156	in	in	ADP
ajoaa-1649	232	157	ruvuma	ruvuma	PROPN
ajoaa-1649	232	158	ranges	range	VERB
ajoaa-1649	232	159	from	from	ADP
ajoaa-1649	232	160	0.03	0.03	NUM
ajoaa-1649	232	161	to	to	ADP
ajoaa-1649	232	162	0.87	0.87	NUM
ajoaa-1649	232	163	with	with	ADP
ajoaa-1649	232	164	average	average	ADJ
ajoaa-1649	232	165	technical	technical	ADJ
ajoaa-1649	232	166	efficiency	efficiency	NOUN
ajoaa-1649	232	167	of	of	ADP
ajoaa-1649	232	168	0.53	0.53	NUM
ajoaa-1649	232	169	.	.	PUNCT
ajoaa-1649	233	1	these	these	DET
ajoaa-1649	233	2	results	result	NOUN
ajoaa-1649	233	3	imply	imply	VERB
ajoaa-1649	233	4	that	that	SCONJ
ajoaa-1649	233	5	about	about	ADV
ajoaa-1649	233	6	39	39	NUM
ajoaa-1649	233	7	%	%	NOUN
ajoaa-1649	233	8	and	and	CCONJ
ajoaa-1649	233	9	47	47	NUM
ajoaa-1649	233	10	%	%	NOUN
ajoaa-1649	233	11	of	of	ADP
ajoaa-1649	233	12	maize	maize	NOUN
ajoaa-1649	233	13	output	output	NOUN
ajoaa-1649	233	14	lost	lose	VERB
ajoaa-1649	233	15	in	in	ADP
ajoaa-1649	233	16	tabora	tabora	PROPN
ajoaa-1649	233	17	and	and	CCONJ
ajoaa-1649	233	18	ruvuma	ruvuma	VERB
ajoaa-1649	233	19	respectively	respectively	ADV
ajoaa-1649	233	20	due	due	ADJ
ajoaa-1649	233	21	to	to	ADP
ajoaa-1649	233	22	technical	technical	ADJ
ajoaa-1649	233	23	inefficiency	inefficiency	NOUN
ajoaa-1649	233	24	,	,	PUNCT
ajoaa-1649	233	25	this	this	PRON
ajoaa-1649	233	26	implies	imply	VERB
ajoaa-1649	233	27	that	that	PRON
ajoaa-1649	233	28	ruvuma	ruvuma	VERB
ajoaa-1649	233	29	farmers	farmer	NOUN
ajoaa-1649	233	30	are	be	AUX
ajoaa-1649	233	31	less	less	ADV
ajoaa-1649	233	32	efficient	efficient	ADJ
ajoaa-1649	233	33	to	to	ADP
ajoaa-1649	233	34	tabora	tabora	PROPN
ajoaa-1649	233	35	farmers	farmer	NOUN
ajoaa-1649	233	36	.	.	PUNCT
ajoaa-1649	234	1	this	this	PRON
ajoaa-1649	234	2	correspond	correspond	VERB
ajoaa-1649	234	3	to	to	ADP
ajoaa-1649	234	4	the	the	DET
ajoaa-1649	234	5	level	level	NOUN
ajoaa-1649	234	6	of	of	ADP
ajoaa-1649	234	7	technical	technical	ADJ
ajoaa-1649	234	8	inefficiency	inefficiency	NOUN
ajoaa-1649	234	9	observed	observe	VERB
ajoaa-1649	234	10	which	which	PRON
ajoaa-1649	234	11	is	be	AUX
ajoaa-1649	234	12	higher	high	ADJ
ajoaa-1649	234	13	for	for	ADP
ajoaa-1649	234	14	ruvuma	ruvuma	PROPN
ajoaa-1649	234	15	compared	compare	VERB
ajoaa-1649	234	16	to	to	ADP
ajoaa-1649	234	17	that	that	PRON
ajoaa-1649	234	18	of	of	ADP
ajoaa-1649	234	19	tabora	tabora	PROPN
ajoaa-1649	234	20	region	region	NOUN
ajoaa-1649	234	21	see	see	VERB
ajoaa-1649	234	22	the	the	DET
ajoaa-1649	234	23	log	log	NOUN
ajoaa-1649	234	24	likelihood	likelihood	NOUN
ajoaa-1649	234	25	ratios	ratio	NOUN
ajoaa-1649	234	26	.	.	PUNCT
ajoaa-1649	235	1	applying	apply	VERB
ajoaa-1649	235	2	the	the	DET
ajoaa-1649	235	3	average	average	ADJ
ajoaa-1649	235	4	,	,	PUNCT
ajoaa-1649	235	5	maximum	maximum	ADJ
ajoaa-1649	235	6	and	and	CCONJ
ajoaa-1649	235	7	minimum	minimum	ADJ
ajoaa-1649	235	8	technical	technical	ADJ
ajoaa-1649	235	9	efficiency	efficiency	NOUN
ajoaa-1649	235	10	values	value	NOUN
ajoaa-1649	235	11	obtained	obtain	VERB
ajoaa-1649	235	12	above	above	ADV
ajoaa-1649	235	13	on	on	ADP
ajoaa-1649	235	14	maize	maize	NOUN
ajoaa-1649	235	15	farmers	farmer	NOUN
ajoaa-1649	235	16	in	in	ADP
ajoaa-1649	235	17	tabora	tabora	PROPN
ajoaa-1649	235	18	and	and	CCONJ
ajoaa-1649	235	19	ruvuma	ruvuma	PROPN
ajoaa-1649	235	20	region	region	NOUN
ajoaa-1649	235	21	,	,	PUNCT
ajoaa-1649	235	22	results	result	NOUN
ajoaa-1649	235	23	suggests	suggest	VERB
ajoaa-1649	235	24	that	that	SCONJ
ajoaa-1649	235	25	,	,	PUNCT
ajoaa-1649	235	26	average	average	ADJ
ajoaa-1649	235	27	maize	maize	NOUN
ajoaa-1649	235	28	farmer	farmer	NOUN
ajoaa-1649	235	29	in	in	ADP
ajoaa-1649	235	30	tabora	tabora	PROPN
ajoaa-1649	235	31	region	region	NOUN
ajoaa-1649	235	32	would	would	AUX
ajoaa-1649	235	33	save	save	VERB
ajoaa-1649	235	34	29.89	29.89	NUM
ajoaa-1649	235	35	percent	percent	NOUN
ajoaa-1649	235	36	(	(	PUNCT
ajoaa-1649	235	37	[	[	X
ajoaa-1649	235	38	1	1	NUM
ajoaa-1649	235	39	−	−	NOUN
ajoaa-1649	235	40	(	(	PUNCT
ajoaa-1649	235	41	0.61	0.61	NUM
ajoaa-1649	235	42	0.87	0.87	NUM
ajoaa-1649	235	43	)	)	PUNCT
ajoaa-1649	235	44	]	]	PUNCT
ajoaa-1649	235	45	∗	∗	NOUN
ajoaa-1649	235	46	100	100	NUM
ajoaa-1649	235	47	)	)	PUNCT
ajoaa-1649	235	48	of	of	ADP
ajoaa-1649	235	49	costs	cost	NOUN
ajoaa-1649	235	50	,	,	PUNCT
ajoaa-1649	235	51	and	and	CCONJ
ajoaa-1649	235	52	the	the	DET
ajoaa-1649	235	53	least	least	ADV
ajoaa-1649	235	54	efficient	efficient	ADJ
ajoaa-1649	235	55	maize	maize	NOUN
ajoaa-1649	235	56	farmer	farmer	NOUN
ajoaa-1649	235	57	would	would	AUX
ajoaa-1649	235	58	save	save	VERB
ajoaa-1649	235	59	82.76	82.76	NUM
ajoaa-1649	235	60	percent	percent	NOUN
ajoaa-1649	235	61	(	(	PUNCT
ajoaa-1649	235	62	[	[	X
ajoaa-1649	235	63	1	1	NUM
ajoaa-1649	235	64	−	−	PROPN
ajoaa-1649	235	65	(	(	PUNCT
ajoaa-1649	235	66	0.15	0.15	NUM
ajoaa-1649	235	67	0.87	0.87	NUM
ajoaa-1649	235	68	)	)	PUNCT
ajoaa-1649	235	69	]	]	PUNCT
ajoaa-1649	235	70	∗	∗	NOUN
ajoaa-1649	235	71	100)of	100)of	NUM
ajoaa-1649	235	72	costs	cost	NOUN
ajoaa-1649	235	73	.	.	PUNCT
ajoaa-1649	236	1	in	in	ADP
ajoaa-1649	236	2	ruvuma	ruvuma	PROPN
ajoaa-1649	236	3	,	,	PUNCT
ajoaa-1649	236	4	the	the	DET
ajoaa-1649	236	5	most	most	ADV
ajoaa-1649	236	6	inefficient	inefficient	ADJ
ajoaa-1649	236	7	maize	maize	NOUN
ajoaa-1649	236	8	farmers	farmer	NOUN
ajoaa-1649	236	9	in	in	ADP
ajoaa-1649	236	10	ruvuma	ruvuma	PROPN
ajoaa-1649	236	11	region	region	NOUN
ajoaa-1649	236	12	would	would	AUX
ajoaa-1649	236	13	save	save	VERB
ajoaa-1649	236	14	96.55	96.55	NUM
ajoaa-1649	236	15	percent	percent	NOUN
ajoaa-1649	236	16	equally	equally	ADV
ajoaa-1649	236	17	to	to	ADP
ajoaa-1649	236	18	(	(	PUNCT
ajoaa-1649	236	19	[	[	X
ajoaa-1649	236	20	1	1	NUM
ajoaa-1649	236	21	−	−	NOUN
ajoaa-1649	236	22	(	(	PUNCT
ajoaa-1649	236	23	0.03	0.03	NUM
ajoaa-1649	236	24	0.87	0.87	NUM
ajoaa-1649	236	25	)	)	PUNCT
ajoaa-1649	236	26	]	]	PUNCT
ajoaa-1649	236	27	∗	∗	NOUN
ajoaa-1649	236	28	100	100	NUM
ajoaa-1649	236	29	)	)	PUNCT
ajoaa-1649	236	30	while	while	SCONJ
ajoaa-1649	236	31	the	the	DET
ajoaa-1649	236	32	average	average	ADJ
ajoaa-1649	236	33	maize	maize	NOUN
ajoaa-1649	236	34	farmers	farmer	NOUN
ajoaa-1649	236	35	would	would	AUX
ajoaa-1649	236	36	realize	realize	VERB
ajoaa-1649	236	37	cost	cost	NOUN
ajoaa-1649	236	38	saving	saving	NOUN
ajoaa-1649	236	39	of	of	ADP
ajoaa-1649	236	40	39.08	39.08	NUM
ajoaa-1649	236	41	percent	percent	NOUN
ajoaa-1649	236	42	equally	equally	ADV
ajoaa-1649	236	43	to	to	ADP
ajoaa-1649	236	44	[	[	PUNCT
ajoaa-1649	236	45	1	1	NUM
ajoaa-1649	236	46	−	−	PROPN
ajoaa-1649	236	47	(	(	PUNCT
ajoaa-1649	236	48	0.53	0.53	NUM
ajoaa-1649	236	49	0.87	0.87	NUM
ajoaa-1649	236	50	)	)	PUNCT
ajoaa-1649	236	51	]	]	PUNCT
ajoaa-1649	236	52	∗	∗	NOUN
ajoaa-1649	236	53	100	100	NUM
ajoaa-1649	236	54	when	when	SCONJ
ajoaa-1649	236	55	compared	compare	VERB
ajoaa-1649	236	56	to	to	ADP
ajoaa-1649	236	57	their	their	PRON
ajoaa-1649	236	58	most	most	ADV
ajoaa-1649	236	59	efficient	efficient	ADJ
ajoaa-1649	236	60	counterpart	counterpart	NOUN
ajoaa-1649	236	61	respectively	respectively	ADV
ajoaa-1649	236	62	.	.	PUNCT
ajoaa-1649	237	1	values	value	NOUN
ajoaa-1649	237	2	of	of	ADP
ajoaa-1649	237	3	technical	technical	ADJ
ajoaa-1649	237	4	inefficiency	inefficiency	NOUN
ajoaa-1649	237	5	pave	pave	VERB
ajoaa-1649	237	6	the	the	DET
ajoaa-1649	237	7	way	way	NOUN
ajoaa-1649	237	8	to	to	PART
ajoaa-1649	237	9	realize	realize	VERB
ajoaa-1649	237	10	the	the	DET
ajoaa-1649	237	11	factors	factor	NOUN
ajoaa-1649	237	12	for	for	ADP
ajoaa-1649	237	13	technical	technical	ADJ
ajoaa-1649	237	14	efficiency	efficiency	NOUN
ajoaa-1649	237	15	or	or	CCONJ
ajoaa-1649	237	16	technical	technical	ADJ
ajoaa-1649	237	17	inefficiency	inefficiency	NOUN
ajoaa-1649	237	18	.	.	PUNCT
ajoaa-1649	238	1	as	as	ADP
ajoaa-1649	238	2	per	per	ADP
ajoaa-1649	238	3	many	many	ADJ
ajoaa-1649	238	4	scholars	scholar	NOUN
ajoaa-1649	238	5	,	,	PUNCT
ajoaa-1649	238	6	when	when	SCONJ
ajoaa-1649	238	7	technical	technical	ADJ
ajoaa-1649	238	8	inefficiency	inefficiency	NOUN
ajoaa-1649	238	9	is	be	AUX
ajoaa-1649	238	10	expressed	express	VERB
ajoaa-1649	238	11	as	as	ADP
ajoaa-1649	238	12	independent	independent	ADJ
ajoaa-1649	238	13	variable	variable	NOUN
ajoaa-1649	238	14	;	;	PUNCT
ajoaa-1649	238	15	a	a	DET
ajoaa-1649	238	16	negative	negative	ADJ
ajoaa-1649	238	17	sign	sign	NOUN
ajoaa-1649	238	18	of	of	ADP
ajoaa-1649	238	19	a	a	DET
ajoaa-1649	238	20	dependent	dependent	ADJ
ajoaa-1649	238	21	variable	variable	NOUN
ajoaa-1649	238	22	implies	imply	VERB
ajoaa-1649	238	23	decrease	decrease	NOUN
ajoaa-1649	238	24	in	in	ADP
ajoaa-1649	238	25	inefficiency	inefficiency	NOUN
ajoaa-1649	238	26	and	and	CCONJ
ajoaa-1649	238	27	a	a	DET
ajoaa-1649	238	28	positive	positive	ADJ
ajoaa-1649	238	29	sign	sign	NOUN
ajoaa-1649	238	30	of	of	ADP
ajoaa-1649	238	31	dependent	dependent	ADJ
ajoaa-1649	238	32	variable	variable	ADJ
ajoaa-1649	238	33	increases	increase	VERB
ajoaa-1649	238	34	inefficiency	inefficiency	NOUN
ajoaa-1649	238	35	in	in	ADP
ajoaa-1649	238	36	the	the	DET
ajoaa-1649	238	37	production	production	NOUN
ajoaa-1649	238	38	,	,	PUNCT
ajoaa-1649	238	39	and	and	CCONJ
ajoaa-1649	238	40	the	the	DET
ajoaa-1649	238	41	vice	vice	NOUN
ajoaa-1649	238	42	versa	versa	NOUN
ajoaa-1649	238	43	is	be	AUX
ajoaa-1649	238	44	true	true	ADJ
ajoaa-1649	238	45	when	when	SCONJ
ajoaa-1649	238	46	technical	technical	ADJ
ajoaa-1649	238	47	efficiency	efficiency	NOUN
ajoaa-1649	238	48	is	be	AUX
ajoaa-1649	238	49	considered	consider	VERB
ajoaa-1649	238	50	as	as	ADP
ajoaa-1649	238	51	independent	independent	ADJ
ajoaa-1649	238	52	variable	variable	NOUN
ajoaa-1649	238	53	.	.	PUNCT
ajoaa-1649	239	1	basing	base	VERB
ajoaa-1649	239	2	on	on	ADP
ajoaa-1649	239	3	the	the	DET
ajoaa-1649	239	4	socio	socio	NOUN
ajoaa-1649	239	5	-	-	PUNCT
ajoaa-1649	239	6	economic	economic	ADJ
ajoaa-1649	239	7	factors	factor	NOUN
ajoaa-1649	239	8	available	available	ADJ
ajoaa-1649	239	9	to	to	ADP
ajoaa-1649	239	10	smallholder	smallholder	NOUN
ajoaa-1649	239	11	farmers	farmer	NOUN
ajoaa-1649	239	12	;	;	PUNCT
ajoaa-1649	239	13	age	age	NOUN
ajoaa-1649	239	14	,	,	PUNCT
ajoaa-1649	239	15	education	education	NOUN
ajoaa-1649	239	16	,	,	PUNCT
ajoaa-1649	239	17	household	household	NOUN
ajoaa-1649	239	18	size	size	NOUN
ajoaa-1649	239	19	,	,	PUNCT
ajoaa-1649	239	20	input	input	NOUN
ajoaa-1649	239	21	costs	cost	NOUN
ajoaa-1649	239	22	,	,	PUNCT
ajoaa-1649	239	23	credit	credit	NOUN
ajoaa-1649	239	24	assets	asset	NOUN
ajoaa-1649	239	25	,	,	PUNCT
ajoaa-1649	239	26	capital	capital	NOUN
ajoaa-1649	239	27	assets	asset	NOUN
ajoaa-1649	239	28	(	(	PUNCT
ajoaa-1649	239	29	households	household	NOUN
ajoaa-1649	239	30	with	with	ADP
ajoaa-1649	239	31	bicycles	bicycle	NOUN
ajoaa-1649	239	32	)	)	PUNCT
ajoaa-1649	239	33	,	,	PUNCT
ajoaa-1649	239	34	crop	crop	NOUN
ajoaa-1649	239	35	farming	farming	NOUN
ajoaa-1649	239	36	as	as	ADP
ajoaa-1649	239	37	main	main	ADJ
ajoaa-1649	239	38	activity	activity	NOUN
ajoaa-1649	239	39	and	and	CCONJ
ajoaa-1649	239	40	living	living	NOUN
ajoaa-1649	239	41	condition	condition	NOUN
ajoaa-1649	239	42	(	(	PUNCT
ajoaa-1649	239	43	households	household	NOUN
ajoaa-1649	239	44	with	with	ADP
ajoaa-1649	239	45	iron	iron	NOUN
ajoaa-1649	239	46	sheet	sheet	NOUN
ajoaa-1649	239	47	houses	house	NOUN
ajoaa-1649	239	48	)	)	PUNCT
ajoaa-1649	239	49	are	be	AUX
ajoaa-1649	239	50	considered	consider	VERB
ajoaa-1649	239	51	in	in	ADP
ajoaa-1649	239	52	analyzing	analyze	VERB
ajoaa-1649	239	53	factors	factor	NOUN
ajoaa-1649	239	54	for	for	ADP
ajoaa-1649	239	55	technical	technical	ADJ
ajoaa-1649	239	56	inefficiency	inefficiency	NOUN
ajoaa-1649	239	57	in	in	ADP
ajoaa-1649	239	58	production	production	NOUN
ajoaa-1649	239	59	so	so	SCONJ
ajoaa-1649	239	60	as	as	SCONJ
ajoaa-1649	239	61	to	to	PART
ajoaa-1649	239	62	be	be	AUX
ajoaa-1649	239	63	the	the	DET
ajoaa-1649	239	64	policy	policy	NOUN
ajoaa-1649	239	65	issues	issue	NOUN
ajoaa-1649	239	66	to	to	PART
ajoaa-1649	239	67	be	be	AUX
ajoaa-1649	239	68	focused	focus	VERB
ajoaa-1649	239	69	,	,	PUNCT
ajoaa-1649	239	70	see	see	VERB
ajoaa-1649	239	71	table	table	NOUN
ajoaa-1649	239	72	4	4	NUM
ajoaa-1649	239	73	.	.	PUNCT
ajoaa-1649	240	1	4farmer(s	4farmer(s	NUM
ajoaa-1649	240	2	)	)	PUNCT
ajoaa-1649	241	1	stands	stand	VERB
ajoaa-1649	241	2	for	for	ADP
ajoaa-1649	241	3	farming	farming	NOUN
ajoaa-1649	241	4	household(s	household(s	PROPN
ajoaa-1649	241	5	)	)	PUNCT
ajoaa-1649	241	6	1.48	1.48	NUM
ajoaa-1649	241	7	8.86	8.86	NUM
ajoaa-1649	241	8	32.96	32.96	NUM
ajoaa-1649	241	9	50.55	50.55	NUM
ajoaa-1649	241	10	6.156.86	6.156.86	NUM
ajoaa-1649	241	11	19.73	19.73	NUM
ajoaa-1649	241	12	33.12	33.12	NUM
ajoaa-1649	241	13	34.39	34.39	NUM
ajoaa-1649	241	14	5.91	5.91	NUM
ajoaa-1649	241	15	<	<	X
ajoaa-1649	241	16	0.21	0.21	NUM
ajoaa-1649	241	17	0.21	0.21	NUM
ajoaa-1649	241	18	-	-	SYM
ajoaa-1649	241	19	0.40	0.40	NUM
ajoaa-1649	241	20	0.41	0.41	NUM
ajoaa-1649	241	21	-	-	PUNCT
ajoaa-1649	241	22	0.60	0.60	NUM
ajoaa-1649	241	23	0.61	0.61	NUM
ajoaa-1649	241	24	-	-	PUNCT
ajoaa-1649	241	25	0.80	0.80	NUM
ajoaa-1649	241	26	0.81	0.81	NUM
ajoaa-1649	241	27	-	-	SYM
ajoaa-1649	241	28	1.00	1.00	NUM
ajoaa-1649	241	29	technical	technical	ADJ
ajoaa-1649	241	30	efficiency	efficiency	NOUN
ajoaa-1649	241	31	levels	level	NOUN
ajoaa-1649	241	32	%	%	NOUN
ajoaa-1649	241	33	of	of	ADP
ajoaa-1649	241	34	tabora	tabora	PROPN
ajoaa-1649	241	35	maize	maize	NOUN
ajoaa-1649	241	36	farmers	farmer	NOUN
ajoaa-1649	241	37	%	%	NOUN
ajoaa-1649	241	38	of	of	ADP
ajoaa-1649	241	39	ruvuma	ruvuma	PROPN
ajoaa-1649	241	40	maize	maize	PROPN
ajoaa-1649	241	41	farmers	farmer	NOUN
ajoaa-1649	241	42	asian	asian	PROPN
ajoaa-1649	241	43	journal	journal	PROPN
ajoaa-1649	241	44	of	of	ADP
ajoaa-1649	241	45	agriculture	agriculture	NOUN
ajoaa-1649	241	46	and	and	CCONJ
ajoaa-1649	241	47	rural	rural	ADJ
ajoaa-1649	241	48	development	development	NOUN
ajoaa-1649	241	49	,	,	PUNCT
ajoaa-1649	241	50	7(9)2017	7(9)2017	NUM
ajoaa-1649	241	51	:	:	PUNCT
ajoaa-1649	241	52	180	180	NUM
ajoaa-1649	241	53	-	-	SYM
ajoaa-1649	241	54	197	197	NUM
ajoaa-1649	241	55	193	193	NUM
ajoaa-1649	241	56	table	table	NOUN
ajoaa-1649	241	57	4	4	NUM
ajoaa-1649	241	58	:	:	PUNCT
ajoaa-1649	241	59	determinants	determinant	NOUN
ajoaa-1649	241	60	of	of	ADP
ajoaa-1649	241	61	technical	technical	ADJ
ajoaa-1649	241	62	inefficiency	inefficiency	NOUN
ajoaa-1649	241	63	technical	technical	ADJ
ajoaa-1649	241	64	inefficiency	inefficiency	NOUN
ajoaa-1649	241	65	parameter	parameter	PROPN
ajoaa-1649	241	66	tabora	tabora	PROPN
ajoaa-1649	241	67	ruvuma	ruvuma	PROPN
ajoaa-1649	241	68	_	_	PUNCT
ajoaa-1649	241	69	cons	con	NOUN
ajoaa-1649	241	70	δ0	δ0	NOUN
ajoaa-1649	241	71	0.4461	0.4461	NUM
ajoaa-1649	241	72	(	(	PUNCT
ajoaa-1649	241	73	0.000	0.000	NUM
ajoaa-1649	241	74	)	)	PUNCT
ajoaa-1649	241	75	*	*	PUNCT
ajoaa-1649	242	1	*	*	PUNCT
ajoaa-1649	242	2	*	*	PUNCT
ajoaa-1649	242	3	0.4419	0.4419	NUM
ajoaa-1649	242	4	(	(	PUNCT
ajoaa-1649	242	5	0.000	0.000	NUM
ajoaa-1649	242	6	)	)	PUNCT
ajoaa-1649	242	7	*	*	PUNCT
ajoaa-1649	242	8	*	*	PUNCT
ajoaa-1649	242	9	*	*	PUNCT
ajoaa-1649	242	10	age	age	NOUN
ajoaa-1649	242	11	δ1	δ1	NOUN
ajoaa-1649	242	12	0.00007	0.00007	NUM
ajoaa-1649	242	13	(	(	PUNCT
ajoaa-1649	242	14	0.851	0.851	NUM
ajoaa-1649	242	15	)	)	PUNCT
ajoaa-1649	242	16	0.0009	0.0009	NUM
ajoaa-1649	242	17	(	(	PUNCT
ajoaa-1649	242	18	0.029	0.029	NUM
ajoaa-1649	242	19	)	)	PUNCT
ajoaa-1649	242	20	*	*	PUNCT
ajoaa-1649	242	21	*	*	PUNCT
ajoaa-1649	242	22	hhsize	hhsize	PROPN
ajoaa-1649	242	23	δ2	δ2	VERB
ajoaa-1649	242	24	0.0011	0.0011	NUM
ajoaa-1649	242	25	(	(	PUNCT
ajoaa-1649	242	26	0.425	0.425	NUM
ajoaa-1649	242	27	)	)	PUNCT
ajoaa-1649	242	28	0.0020	0.0020	NUM
ajoaa-1649	242	29	(	(	PUNCT
ajoaa-1649	242	30	0.497	0.497	NUM
ajoaa-1649	242	31	)	)	PUNCT
ajoaa-1649	242	32	edup	edup	NOUN
ajoaa-1649	242	33	δ3	δ3	PROPN
ajoaa-1649	242	34	0.0299	0.0299	PROPN
ajoaa-1649	242	35	(	(	PUNCT
ajoaa-1649	242	36	0.014	0.014	NUM
ajoaa-1649	242	37	)	)	PUNCT
ajoaa-1649	242	38	*	*	PUNCT
ajoaa-1649	243	1	*	*	PUNCT
ajoaa-1649	243	2	0.0278	0.0278	NUM
ajoaa-1649	243	3	(	(	PUNCT
ajoaa-1649	243	4	0.117	0.117	NUM
ajoaa-1649	243	5	)	)	PUNCT
ajoaa-1649	243	6	inpcost	inpcost	ADJ
ajoaa-1649	243	7	δ4	δ4	NOUN
ajoaa-1649	243	8	0.0246	0.0246	NUM
ajoaa-1649	243	9	(	(	PUNCT
ajoaa-1649	243	10	0.09	0.09	NUM
ajoaa-1649	243	11	)	)	PUNCT
ajoaa-1649	243	12	*	*	PUNCT
ajoaa-1649	243	13	-0.0040	-0.0040	NOUN
ajoaa-1649	243	14	(	(	PUNCT
ajoaa-1649	243	15	0.791	0.791	NUM
ajoaa-1649	243	16	)	)	PUNCT
ajoaa-1649	243	17	creditacc	creditacc	VERB
ajoaa-1649	243	18	δ5	δ5	NOUN
ajoaa-1649	243	19	-0.0408	-0.0408	NOUN
ajoaa-1649	243	20	(	(	PUNCT
ajoaa-1649	243	21	0.002	0.002	NUM
ajoaa-1649	243	22	)	)	PUNCT
ajoaa-1649	243	23	*	*	PUNCT
ajoaa-1649	244	1	*	*	PUNCT
ajoaa-1649	244	2	*	*	VERB
ajoaa-1649	244	3	-0.0083	-0.0083	NOUN
ajoaa-1649	244	4	(	(	PUNCT
ajoaa-1649	244	5	0.734	0.734	NUM
ajoaa-1649	244	6	)	)	PUNCT
ajoaa-1649	244	7	capitalasset	capitalasset	NOUN
ajoaa-1649	244	8	δ6	δ6	NOUN
ajoaa-1649	244	9	-0.0194	-0.0194	NOUN
ajoaa-1649	244	10	(	(	PUNCT
ajoaa-1649	244	11	0.17	0.17	NUM
ajoaa-1649	244	12	)	)	PUNCT
ajoaa-1649	244	13	-0.0452	-0.0452	NOUN
ajoaa-1649	244	14	(	(	PUNCT
ajoaa-1649	244	15	0.001	0.001	NUM
ajoaa-1649	244	16	)	)	PUNCT
ajoaa-1649	244	17	*	*	PUNCT
ajoaa-1649	245	1	*	*	PUNCT
ajoaa-1649	245	2	*	*	PUNCT
ajoaa-1649	245	3	livingcond	livingcond	ADJ
ajoaa-1649	245	4	δ7	δ7	NOUN
ajoaa-1649	245	5	-0.0209	-0.0209	NOUN
ajoaa-1649	245	6	(	(	PUNCT
ajoaa-1649	245	7	0.06	0.06	NUM
ajoaa-1649	245	8	)	)	PUNCT
ajoaa-1649	245	9	*	*	PUNCT
ajoaa-1649	245	10	-0.0211	-0.0211	PUNCT
ajoaa-1649	246	1	(	(	PUNCT
ajoaa-1649	246	2	0.104	0.104	X
ajoaa-1649	246	3	)	)	PUNCT
ajoaa-1649	246	4	mainwork	mainwork	NOUN
ajoaa-1649	246	5	δ8	δ8	NOUN
ajoaa-1649	246	6	-0.0691	-0.0691	NOUN
ajoaa-1649	246	7	(	(	PUNCT
ajoaa-1649	246	8	0.000	0.000	NUM
ajoaa-1649	246	9	)	)	PUNCT
ajoaa-1649	246	10	*	*	PUNCT
ajoaa-1649	247	1	*	*	PUNCT
ajoaa-1649	247	2	*	*	PUNCT
ajoaa-1649	247	3	-0.0138	-0.0138	X
ajoaa-1649	247	4	(	(	PUNCT
ajoaa-1649	247	5	0.284	0.284	NUM
ajoaa-1649	247	6	)	)	PUNCT
ajoaa-1649	247	7	prob	prob	NOUN
ajoaa-1649	247	8	>	>	X
ajoaa-1649	247	9	f	f	PROPN
ajoaa-1649	247	10	0.0000	0.0000	NUM
ajoaa-1649	247	11	*	*	PUNCT
ajoaa-1649	247	12	*	*	PUNCT
ajoaa-1649	247	13	*	*	PUNCT
ajoaa-1649	247	14	0.0017	0.0017	NUM
ajoaa-1649	247	15	*	*	PUNCT
ajoaa-1649	247	16	*	*	PUNCT
ajoaa-1649	247	17	*	*	PUNCT
ajoaa-1649	247	18	observation	observation	NOUN
ajoaa-1649	247	19	813	813	NUM
ajoaa-1649	247	20	948	948	NUM
ajoaa-1649	247	21	note	note	NOUN
ajoaa-1649	247	22	:	:	PUNCT
ajoaa-1649	247	23	*	*	PUNCT
ajoaa-1649	247	24	*	*	PUNCT
ajoaa-1649	247	25	*	*	PUNCT
ajoaa-1649	247	26	,	,	PUNCT
ajoaa-1649	247	27	*	*	PUNCT
ajoaa-1649	247	28	*	*	PUNCT
ajoaa-1649	247	29	,	,	PUNCT
ajoaa-1649	247	30	*	*	PUNCT
ajoaa-1649	247	31	means	mean	VERB
ajoaa-1649	247	32	statistically	statistically	ADV
ajoaa-1649	247	33	significant	significant	ADJ
ajoaa-1649	247	34	at	at	ADP
ajoaa-1649	247	35	1	1	NUM
ajoaa-1649	247	36	%	%	NOUN
ajoaa-1649	247	37	,	,	PUNCT
ajoaa-1649	247	38	5	5	NUM
ajoaa-1649	247	39	%	%	NOUN
ajoaa-1649	247	40	,	,	PUNCT
ajoaa-1649	247	41	and	and	CCONJ
ajoaa-1649	247	42	10	10	NUM
ajoaa-1649	247	43	%	%	NOUN
ajoaa-1649	247	44	respectively.values	respectively.value	NOUN
ajoaa-1649	247	45	in	in	ADP
ajoaa-1649	247	46	the	the	DET
ajoaa-1649	247	47	parenthesis	parenthesis	NOUN
ajoaa-1649	247	48	are	be	AUX
ajoaa-1649	247	49	the	the	DET
ajoaa-1649	247	50	p	p	NOUN
ajoaa-1649	247	51	-	-	PUNCT
ajoaa-1649	247	52	values	value	NOUN
ajoaa-1649	247	53	for	for	ADP
ajoaa-1649	247	54	the	the	DET
ajoaa-1649	247	55	ols	ol	NOUN
ajoaa-1649	247	56	basing	base	VERB
ajoaa-1649	247	57	on	on	ADP
ajoaa-1649	247	58	equation	equation	NOUN
ajoaa-1649	247	59	4.9	4.9	NUM
ajoaa-1649	247	60	of	of	ADP
ajoaa-1649	247	61	technical	technical	ADJ
ajoaa-1649	247	62	inefficiency	inefficiency	NOUN
ajoaa-1649	247	63	model	model	NOUN
ajoaa-1649	247	64	,	,	PUNCT
ajoaa-1649	247	65	it	it	PRON
ajoaa-1649	247	66	shows	show	VERB
ajoaa-1649	247	67	the	the	DET
ajoaa-1649	247	68	possible	possible	ADJ
ajoaa-1649	247	69	social	social	ADJ
ajoaa-1649	247	70	economic	economic	ADJ
ajoaa-1649	247	71	factors	factor	NOUN
ajoaa-1649	247	72	that	that	PRON
ajoaa-1649	247	73	determine	determine	VERB
ajoaa-1649	247	74	inefficiency	inefficiency	NOUN
ajoaa-1649	247	75	of	of	ADP
ajoaa-1649	247	76	the	the	DET
ajoaa-1649	247	77	maize	maize	NOUN
ajoaa-1649	247	78	farmers	farmer	NOUN
ajoaa-1649	247	79	.	.	PUNCT
ajoaa-1649	248	1	the	the	DET
ajoaa-1649	248	2	results	result	NOUN
ajoaa-1649	248	3	as	as	SCONJ
ajoaa-1649	248	4	presented	present	VERB
ajoaa-1649	248	5	in	in	ADP
ajoaa-1649	248	6	table	table	NOUN
ajoaa-1649	248	7	4	4	NUM
ajoaa-1649	248	8	suggests	suggest	VERB
ajoaa-1649	248	9	that	that	SCONJ
ajoaa-1649	248	10	;	;	PUNCT
ajoaa-1649	248	11	age	age	NOUN
ajoaa-1649	248	12	of	of	ADP
ajoaa-1649	248	13	the	the	DET
ajoaa-1649	248	14	head	head	NOUN
ajoaa-1649	248	15	of	of	ADP
ajoaa-1649	248	16	household	household	NOUN
ajoaa-1649	248	17	is	be	AUX
ajoaa-1649	248	18	positive	positive	ADJ
ajoaa-1649	248	19	in	in	ADP
ajoaa-1649	248	20	both	both	DET
ajoaa-1649	248	21	regions	region	NOUN
ajoaa-1649	248	22	and	and	CCONJ
ajoaa-1649	248	23	statistically	statistically	ADV
ajoaa-1649	248	24	significantly	significantly	ADV
ajoaa-1649	248	25	at	at	ADP
ajoaa-1649	248	26	5	5	NUM
ajoaa-1649	248	27	%	%	NOUN
ajoaa-1649	248	28	caused	cause	VERB
ajoaa-1649	248	29	inefficiency	inefficiency	NOUN
ajoaa-1649	248	30	in	in	ADP
ajoaa-1649	248	31	ruvuma	ruvuma	NOUN
ajoaa-1649	248	32	region	region	NOUN
ajoaa-1649	248	33	maize	maize	NOUN
ajoaa-1649	248	34	farmers	farmer	NOUN
ajoaa-1649	248	35	,	,	PUNCT
ajoaa-1649	248	36	this	this	PRON
ajoaa-1649	248	37	is	be	AUX
ajoaa-1649	248	38	possible	possible	ADJ
ajoaa-1649	248	39	as	as	SCONJ
ajoaa-1649	248	40	heads	head	NOUN
ajoaa-1649	248	41	of	of	ADP
ajoaa-1649	248	42	farming	farming	NOUN
ajoaa-1649	248	43	households	household	NOUN
ajoaa-1649	248	44	becomes	become	VERB
ajoaa-1649	248	45	older	old	ADJ
ajoaa-1649	248	46	they	they	PRON
ajoaa-1649	248	47	lose	lose	VERB
ajoaa-1649	248	48	energy	energy	NOUN
ajoaa-1649	248	49	hence	hence	ADV
ajoaa-1649	248	50	response	response	NOUN
ajoaa-1649	248	51	to	to	ADP
ajoaa-1649	248	52	improved	improve	VERB
ajoaa-1649	248	53	agricultural	agricultural	ADJ
ajoaa-1649	248	54	facilities	facility	NOUN
ajoaa-1649	248	55	decreases	decrease	NOUN
ajoaa-1649	248	56	and	and	CCONJ
ajoaa-1649	248	57	the	the	DET
ajoaa-1649	248	58	supervision	supervision	NOUN
ajoaa-1649	248	59	over	over	ADP
ajoaa-1649	248	60	their	their	PRON
ajoaa-1649	248	61	farms	farm	NOUN
ajoaa-1649	248	62	decreases	decrease	VERB
ajoaa-1649	248	63	hence	hence	ADV
ajoaa-1649	248	64	inefficiency	inefficiency	NOUN
ajoaa-1649	248	65	increase	increase	NOUN
ajoaa-1649	248	66	.	.	PUNCT
ajoaa-1649	249	1	household	household	NOUN
ajoaa-1649	249	2	size	size	NOUN
ajoaa-1649	249	3	that	that	PRON
ajoaa-1649	249	4	ensures	ensure	VERB
ajoaa-1649	249	5	labor	labor	NOUN
ajoaa-1649	249	6	in	in	ADP
ajoaa-1649	249	7	farming	farming	NOUN
ajoaa-1649	249	8	activities	activity	NOUN
ajoaa-1649	249	9	is	be	AUX
ajoaa-1649	249	10	positive	positive	ADJ
ajoaa-1649	249	11	but	but	CCONJ
ajoaa-1649	249	12	insignificant	insignificant	ADJ
ajoaa-1649	249	13	in	in	ADP
ajoaa-1649	249	14	both	both	DET
ajoaa-1649	249	15	regions	region	NOUN
ajoaa-1649	249	16	,	,	PUNCT
ajoaa-1649	249	17	suggesting	suggest	VERB
ajoaa-1649	249	18	that	that	SCONJ
ajoaa-1649	249	19	as	as	SCONJ
ajoaa-1649	249	20	labor	labor	NOUN
ajoaa-1649	249	21	increases	increase	VERB
ajoaa-1649	249	22	more	more	ADJ
ajoaa-1649	249	23	and	and	CCONJ
ajoaa-1649	249	24	more	more	ADJ
ajoaa-1649	249	25	efficiency	efficiency	NOUN
ajoaa-1649	249	26	reaches	reach	VERB
ajoaa-1649	249	27	maximum	maximum	ADV
ajoaa-1649	249	28	and	and	CCONJ
ajoaa-1649	249	29	start	start	VERB
ajoaa-1649	249	30	to	to	PART
ajoaa-1649	249	31	decreases	decrease	NOUN
ajoaa-1649	249	32	this	this	PRON
ajoaa-1649	249	33	is	be	AUX
ajoaa-1649	249	34	possible	possible	ADJ
ajoaa-1649	249	35	due	due	ADP
ajoaa-1649	249	36	to	to	ADP
ajoaa-1649	249	37	reality	reality	NOUN
ajoaa-1649	249	38	of	of	ADP
ajoaa-1649	249	39	small	small	ADJ
ajoaa-1649	249	40	farm	farm	NOUN
ajoaa-1649	249	41	sizes	size	NOUN
ajoaa-1649	249	42	available	available	ADJ
ajoaa-1649	249	43	to	to	ADP
ajoaa-1649	249	44	smallholders	smallholder	NOUN
ajoaa-1649	249	45	’	'	PUNCT
ajoaa-1649	249	46	farmers	farmer	NOUN
ajoaa-1649	249	47	.	.	PUNCT
ajoaa-1649	250	1	coefficient	coefficient	NOUN
ajoaa-1649	250	2	of	of	ADP
ajoaa-1649	250	3	primary	primary	ADJ
ajoaa-1649	250	4	education	education	NOUN
ajoaa-1649	250	5	is	be	AUX
ajoaa-1649	250	6	positive	positive	ADJ
ajoaa-1649	250	7	in	in	ADP
ajoaa-1649	250	8	both	both	DET
ajoaa-1649	250	9	regions	region	NOUN
ajoaa-1649	250	10	and	and	CCONJ
ajoaa-1649	250	11	statistically	statistically	ADV
ajoaa-1649	250	12	insignificant	insignificant	ADJ
ajoaa-1649	250	13	at	at	ADP
ajoaa-1649	250	14	5	5	NUM
ajoaa-1649	250	15	%	%	NOUN
ajoaa-1649	250	16	in	in	ADP
ajoaa-1649	250	17	tabora	tabora	PROPN
ajoaa-1649	250	18	,	,	PUNCT
ajoaa-1649	250	19	suggesting	suggest	VERB
ajoaa-1649	250	20	that	that	SCONJ
ajoaa-1649	250	21	farmers	farmer	NOUN
ajoaa-1649	250	22	with	with	ADP
ajoaa-1649	250	23	primary	primary	ADJ
ajoaa-1649	250	24	education	education	NOUN
ajoaa-1649	250	25	produce	produce	VERB
ajoaa-1649	250	26	maize	maize	NOUN
ajoaa-1649	250	27	inefficiently	inefficiently	ADV
ajoaa-1649	250	28	;	;	PUNCT
ajoaa-1649	250	29	this	this	PRON
ajoaa-1649	250	30	is	be	AUX
ajoaa-1649	250	31	possible	possible	ADJ
ajoaa-1649	250	32	as	as	SCONJ
ajoaa-1649	250	33	many	many	ADJ
ajoaa-1649	250	34	smallholder	smallholder	NOUN
ajoaa-1649	250	35	farmers	farmer	NOUN
ajoaa-1649	250	36	continue	continue	VERB
ajoaa-1649	250	37	to	to	PART
ajoaa-1649	250	38	use	use	VERB
ajoaa-1649	250	39	outdated	outdated	ADJ
ajoaa-1649	250	40	methods	method	NOUN
ajoaa-1649	250	41	in	in	ADP
ajoaa-1649	250	42	farming	farming	NOUN
ajoaa-1649	250	43	and	and	CCONJ
ajoaa-1649	250	44	mostly	mostly	ADV
ajoaa-1649	250	45	produce	produce	VERB
ajoaa-1649	250	46	for	for	ADP
ajoaa-1649	250	47	subsistence	subsistence	NOUN
ajoaa-1649	250	48	.	.	PUNCT
ajoaa-1649	251	1	chirwa	chirwa	PROPN
ajoaa-1649	251	2	(	(	PUNCT
ajoaa-1649	251	3	2007	2007	NUM
ajoaa-1649	251	4	)	)	PUNCT
ajoaa-1649	251	5	also	also	ADV
ajoaa-1649	251	6	found	find	VERB
ajoaa-1649	251	7	the	the	DET
ajoaa-1649	251	8	same	same	ADJ
ajoaa-1649	251	9	result	result	NOUN
ajoaa-1649	251	10	that	that	SCONJ
ajoaa-1649	251	11	farmers	farmer	NOUN
ajoaa-1649	251	12	with	with	ADP
ajoaa-1649	251	13	primary	primary	ADJ
ajoaa-1649	251	14	education	education	NOUN
ajoaa-1649	251	15	influenced	influence	VERB
ajoaa-1649	251	16	production	production	NOUN
ajoaa-1649	251	17	inefficiency	inefficiency	NOUN
ajoaa-1649	251	18	in	in	ADP
ajoaa-1649	251	19	the	the	DET
ajoaa-1649	251	20	southern	southern	PROPN
ajoaa-1649	251	21	malawi	malawi	PROPN
ajoaa-1649	251	22	.	.	PUNCT
ajoaa-1649	252	1	the	the	DET
ajoaa-1649	252	2	coefficient	coefficient	NOUN
ajoaa-1649	252	3	of	of	ADP
ajoaa-1649	252	4	inputs	input	NOUN
ajoaa-1649	252	5	cost	cost	NOUN
ajoaa-1649	252	6	is	be	AUX
ajoaa-1649	252	7	positive	positive	ADJ
ajoaa-1649	252	8	and	and	CCONJ
ajoaa-1649	252	9	statistically	statistically	ADV
ajoaa-1649	252	10	significant	significant	ADJ
ajoaa-1649	252	11	at	at	ADP
ajoaa-1649	252	12	10	10	NUM
ajoaa-1649	252	13	%	%	NOUN
ajoaa-1649	252	14	level	level	NOUN
ajoaa-1649	252	15	in	in	ADP
ajoaa-1649	252	16	production	production	NOUN
ajoaa-1649	252	17	of	of	ADP
ajoaa-1649	252	18	maize	maize	NOUN
ajoaa-1649	252	19	in	in	ADP
ajoaa-1649	252	20	tabora	tabora	PROPN
ajoaa-1649	252	21	,	,	PUNCT
ajoaa-1649	252	22	thus	thus	ADV
ajoaa-1649	252	23	caused	cause	VERB
ajoaa-1649	252	24	inefficiency	inefficiency	NOUN
ajoaa-1649	252	25	in	in	ADP
ajoaa-1649	252	26	the	the	DET
ajoaa-1649	252	27	region	region	NOUN
ajoaa-1649	252	28	.	.	PUNCT
ajoaa-1649	253	1	this	this	PRON
ajoaa-1649	253	2	is	be	AUX
ajoaa-1649	253	3	possible	possible	ADJ
ajoaa-1649	253	4	due	due	ADP
ajoaa-1649	253	5	to	to	ADP
ajoaa-1649	253	6	the	the	DET
ajoaa-1649	253	7	fact	fact	NOUN
ajoaa-1649	253	8	that	that	SCONJ
ajoaa-1649	253	9	high	high	ADJ
ajoaa-1649	253	10	inputs	input	NOUN
ajoaa-1649	253	11	costs	cost	NOUN
ajoaa-1649	253	12	to	to	ADP
ajoaa-1649	253	13	smallholder	smallholder	NOUN
ajoaa-1649	253	14	farmers	farmer	NOUN
ajoaa-1649	253	15	it	it	PRON
ajoaa-1649	253	16	is	be	AUX
ajoaa-1649	253	17	a	a	DET
ajoaa-1649	253	18	burden	burden	NOUN
ajoaa-1649	253	19	hence	hence	ADV
ajoaa-1649	253	20	inputs	input	NOUN
ajoaa-1649	253	21	are	be	AUX
ajoaa-1649	253	22	not	not	PART
ajoaa-1649	253	23	used	use	VERB
ajoaa-1649	253	24	in	in	ADP
ajoaa-1649	253	25	an	an	DET
ajoaa-1649	253	26	optimal	optimal	ADJ
ajoaa-1649	253	27	level	level	NOUN
ajoaa-1649	253	28	,	,	PUNCT
ajoaa-1649	253	29	hence	hence	ADV
ajoaa-1649	253	30	inefficiency	inefficiency	NOUN
ajoaa-1649	253	31	.	.	PUNCT
ajoaa-1649	254	1	this	this	PRON
ajoaa-1649	254	2	is	be	AUX
ajoaa-1649	254	3	shown	show	VERB
ajoaa-1649	254	4	even	even	ADV
ajoaa-1649	254	5	by	by	ADP
ajoaa-1649	254	6	the	the	DET
ajoaa-1649	254	7	descriptive	descriptive	ADJ
ajoaa-1649	254	8	statistics	statistic	NOUN
ajoaa-1649	254	9	which	which	PRON
ajoaa-1649	254	10	shows	show	VERB
ajoaa-1649	254	11	that	that	SCONJ
ajoaa-1649	254	12	improved	improved	ADJ
ajoaa-1649	254	13	seeds	seed	NOUN
ajoaa-1649	254	14	were	be	AUX
ajoaa-1649	254	15	used	use	VERB
ajoaa-1649	254	16	in	in	ADP
ajoaa-1649	254	17	less	less	ADJ
ajoaa-1649	254	18	than	than	ADP
ajoaa-1649	254	19	14	14	NUM
ajoaa-1649	254	20	%	%	NOUN
ajoaa-1649	254	21	in	in	ADP
ajoaa-1649	254	22	both	both	CCONJ
ajoaa-1649	254	23	tabora	tabora	PROPN
ajoaa-1649	254	24	and	and	CCONJ
ajoaa-1649	254	25	ruvuma	ruvuma	PROPN
ajoaa-1649	254	26	regions	region	NOUN
ajoaa-1649	254	27	and	and	CCONJ
ajoaa-1649	254	28	also	also	ADV
ajoaa-1649	254	29	tractors	tractor	NOUN
ajoaa-1649	254	30	assets	asset	NOUN
ajoaa-1649	254	31	were	be	AUX
ajoaa-1649	254	32	also	also	ADV
ajoaa-1649	254	33	used	use	VERB
ajoaa-1649	254	34	in	in	ADP
ajoaa-1649	254	35	low	low	ADJ
ajoaa-1649	254	36	quantity	quantity	NOUN
ajoaa-1649	254	37	in	in	ADP
ajoaa-1649	254	38	both	both	DET
ajoaa-1649	254	39	regions	region	NOUN
ajoaa-1649	254	40	.	.	PUNCT
ajoaa-1649	255	1	the	the	DET
ajoaa-1649	255	2	coefficient	coefficient	NOUN
ajoaa-1649	255	3	of	of	ADP
ajoaa-1649	255	4	credit	credit	NOUN
ajoaa-1649	255	5	access	access	NOUN
ajoaa-1649	255	6	is	be	AUX
ajoaa-1649	255	7	negative	negative	ADJ
ajoaa-1649	255	8	in	in	ADP
ajoaa-1649	255	9	both	both	DET
ajoaa-1649	255	10	regions	region	NOUN
ajoaa-1649	255	11	and	and	CCONJ
ajoaa-1649	255	12	statistically	statistically	ADV
ajoaa-1649	255	13	significant	significant	ADJ
ajoaa-1649	255	14	at	at	ADP
ajoaa-1649	255	15	1	1	NUM
ajoaa-1649	255	16	%	%	NOUN
ajoaa-1649	255	17	level	level	NOUN
ajoaa-1649	255	18	in	in	ADP
ajoaa-1649	255	19	tabora	tabora	PROPN
ajoaa-1649	255	20	and	and	CCONJ
ajoaa-1649	255	21	coefficient	coefficient	NOUN
ajoaa-1649	255	22	of	of	ADP
ajoaa-1649	255	23	capital	capital	NOUN
ajoaa-1649	255	24	assets	asset	NOUN
ajoaa-1649	255	25	is	be	AUX
ajoaa-1649	255	26	negative	negative	ADJ
ajoaa-1649	255	27	in	in	ADP
ajoaa-1649	255	28	both	both	DET
ajoaa-1649	255	29	region	region	NOUN
ajoaa-1649	255	30	and	and	CCONJ
ajoaa-1649	255	31	statistically	statistically	ADV
ajoaa-1649	255	32	significant	significant	ADJ
ajoaa-1649	255	33	at1	at1	NOUN
ajoaa-1649	255	34	%	%	NOUN
ajoaa-1649	255	35	level	level	NOUN
ajoaa-1649	255	36	in	in	ADP
ajoaa-1649	255	37	ruvuma	ruvuma	PROPN
ajoaa-1649	255	38	.	.	PUNCT
ajoaa-1649	256	1	this	this	PRON
ajoaa-1649	256	2	suggests	suggest	VERB
ajoaa-1649	256	3	that	that	SCONJ
ajoaa-1649	256	4	,	,	PUNCT
ajoaa-1649	256	5	smallholder	smallholder	NOUN
ajoaa-1649	256	6	farmers	farmer	NOUN
ajoaa-1649	256	7	with	with	ADP
ajoaa-1649	256	8	access	access	NOUN
ajoaa-1649	256	9	to	to	ADP
ajoaa-1649	256	10	credit	credit	NOUN
ajoaa-1649	256	11	and	and	CCONJ
ajoaa-1649	256	12	those	those	PRON
ajoaa-1649	256	13	with	with	ADP
ajoaa-1649	256	14	capital	capital	NOUN
ajoaa-1649	256	15	assets	asset	NOUN
ajoaa-1649	256	16	like	like	ADP
ajoaa-1649	256	17	bicycles	bicycle	NOUN
ajoaa-1649	256	18	for	for	ADP
ajoaa-1649	256	19	carrying	carry	VERB
ajoaa-1649	256	20	inputs	input	NOUN
ajoaa-1649	256	21	and	and	CCONJ
ajoaa-1649	256	22	labor	labor	NOUN
ajoaa-1649	256	23	increased	increase	VERB
ajoaa-1649	256	24	technical	technical	ADJ
ajoaa-1649	256	25	efficiency	efficiency	NOUN
ajoaa-1649	256	26	to	to	PART
ajoaa-1649	256	27	maize	maize	VERB
ajoaa-1649	256	28	farmers	farmer	NOUN
ajoaa-1649	256	29	.	.	PUNCT
ajoaa-1649	257	1	asian	asian	ADJ
ajoaa-1649	257	2	journal	journal	PROPN
ajoaa-1649	257	3	of	of	ADP
ajoaa-1649	257	4	agriculture	agriculture	NOUN
ajoaa-1649	257	5	and	and	CCONJ
ajoaa-1649	257	6	rural	rural	ADJ
ajoaa-1649	257	7	development	development	NOUN
ajoaa-1649	257	8	,	,	PUNCT
ajoaa-1649	257	9	7(9)2017	7(9)2017	NUM
ajoaa-1649	257	10	:	:	PUNCT
ajoaa-1649	257	11	180	180	NUM
ajoaa-1649	257	12	-	-	SYM
ajoaa-1649	257	13	197	197	NUM
ajoaa-1649	257	14	194	194	NUM
ajoaa-1649	257	15	coefficient	coefficient	NOUN
ajoaa-1649	257	16	of	of	ADP
ajoaa-1649	257	17	living	live	VERB
ajoaa-1649	257	18	condition	condition	NOUN
ajoaa-1649	257	19	(	(	PUNCT
ajoaa-1649	257	20	good	good	ADJ
ajoaa-1649	257	21	living	living	NOUN
ajoaa-1649	257	22	condition	condition	NOUN
ajoaa-1649	257	23	)	)	PUNCT
ajoaa-1649	257	24	and	and	CCONJ
ajoaa-1649	257	25	that	that	PRON
ajoaa-1649	257	26	of	of	ADP
ajoaa-1649	257	27	crop	crop	NOUN
ajoaa-1649	257	28	farming	farming	NOUN
ajoaa-1649	257	29	as	as	ADP
ajoaa-1649	257	30	main	main	ADJ
ajoaa-1649	257	31	activity	activity	NOUN
ajoaa-1649	257	32	are	be	AUX
ajoaa-1649	257	33	negative	negative	ADJ
ajoaa-1649	257	34	in	in	ADP
ajoaa-1649	257	35	both	both	DET
ajoaa-1649	257	36	regions	region	NOUN
ajoaa-1649	257	37	and	and	CCONJ
ajoaa-1649	257	38	statistically	statistically	ADV
ajoaa-1649	257	39	significant	significant	ADJ
ajoaa-1649	257	40	at	at	ADP
ajoaa-1649	257	41	10	10	NUM
ajoaa-1649	257	42	%	%	NOUN
ajoaa-1649	257	43	and	and	CCONJ
ajoaa-1649	257	44	1	1	NUM
ajoaa-1649	257	45	%	%	NOUN
ajoaa-1649	257	46	level	level	NOUN
ajoaa-1649	257	47	respectively	respectively	ADV
ajoaa-1649	257	48	in	in	ADP
ajoaa-1649	257	49	tabora	tabora	PROPN
ajoaa-1649	257	50	suggesting	suggest	VERB
ajoaa-1649	257	51	that	that	SCONJ
ajoaa-1649	257	52	smallholder	smallholder	NOUN
ajoaa-1649	257	53	farmer	farmer	NOUN
ajoaa-1649	257	54	’s	’s	PART
ajoaa-1649	257	55	better	well	ADJ
ajoaa-1649	257	56	living	live	VERB
ajoaa-1649	257	57	condition	condition	NOUN
ajoaa-1649	257	58	and	and	CCONJ
ajoaa-1649	257	59	those	those	PRON
ajoaa-1649	257	60	who	who	PRON
ajoaa-1649	257	61	consider	consider	VERB
ajoaa-1649	257	62	crop	crop	NOUN
ajoaa-1649	257	63	farming	farming	NOUN
ajoaa-1649	257	64	as	as	ADP
ajoaa-1649	257	65	their	their	PRON
ajoaa-1649	257	66	main	main	ADJ
ajoaa-1649	257	67	activity	activity	NOUN
ajoaa-1649	257	68	and	and	CCONJ
ajoaa-1649	257	69	involves	involve	VERB
ajoaa-1649	257	70	themselves	themselves	PRON
ajoaa-1649	257	71	full	full	ADJ
ajoaa-1649	257	72	time	time	NOUN
ajoaa-1649	257	73	in	in	ADP
ajoaa-1649	257	74	crop	crop	NOUN
ajoaa-1649	257	75	farming	farm	VERB
ajoaa-1649	257	76	increased	increase	VERB
ajoaa-1649	257	77	efficiency	efficiency	NOUN
ajoaa-1649	257	78	in	in	ADP
ajoaa-1649	257	79	production	production	NOUN
ajoaa-1649	257	80	of	of	ADP
ajoaa-1649	257	81	maize	maize	NOUN
ajoaa-1649	257	82	in	in	ADP
ajoaa-1649	257	83	both	both	DET
ajoaa-1649	257	84	regions	region	NOUN
ajoaa-1649	257	85	.	.	PUNCT
ajoaa-1649	258	1	6	6	X
ajoaa-1649	258	2	.	.	X
ajoaa-1649	258	3	summary	summary	NOUN
ajoaa-1649	258	4	,	,	PUNCT
ajoaa-1649	258	5	conclusion	conclusion	NOUN
ajoaa-1649	258	6	and	and	CCONJ
ajoaa-1649	258	7	suggestions	suggestion	NOUN
ajoaa-1649	258	8	this	this	DET
ajoaa-1649	258	9	study	study	NOUN
ajoaa-1649	258	10	compares	compare	VERB
ajoaa-1649	258	11	technical	technical	ADJ
ajoaa-1649	258	12	efficiency	efficiency	NOUN
ajoaa-1649	258	13	of	of	ADP
ajoaa-1649	258	14	maize	maize	NOUN
ajoaa-1649	258	15	production	production	NOUN
ajoaa-1649	258	16	among	among	ADP
ajoaa-1649	258	17	smallholder	smallholder	NOUN
ajoaa-1649	258	18	farmers	farmer	NOUN
ajoaa-1649	258	19	in	in	ADP
ajoaa-1649	258	20	tabora	tabora	PROPN
ajoaa-1649	258	21	and	and	CCONJ
ajoaa-1649	258	22	ruvuma	ruvuma	VERB
ajoaa-1649	258	23	regions	region	NOUN
ajoaa-1649	258	24	of	of	ADP
ajoaa-1649	258	25	tanzania	tanzania	PROPN
ajoaa-1649	258	26	.	.	PUNCT
ajoaa-1649	259	1	maize	maize	NOUN
ajoaa-1649	259	2	crop	crop	NOUN
ajoaa-1649	259	3	is	be	AUX
ajoaa-1649	259	4	considered	consider	VERB
ajoaa-1649	259	5	due	due	ADJ
ajoaa-1649	259	6	to	to	ADP
ajoaa-1649	259	7	its	its	PRON
ajoaa-1649	259	8	position	position	NOUN
ajoaa-1649	259	9	in	in	ADP
ajoaa-1649	259	10	the	the	DET
ajoaa-1649	259	11	country	country	NOUN
ajoaa-1649	259	12	as	as	ADP
ajoaa-1649	259	13	the	the	DET
ajoaa-1649	259	14	main	main	ADJ
ajoaa-1649	259	15	annual	annual	ADJ
ajoaa-1649	259	16	and	and	CCONJ
ajoaa-1649	259	17	staple	staple	NOUN
ajoaa-1649	259	18	crop	crop	NOUN
ajoaa-1649	259	19	grown	grow	VERB
ajoaa-1649	259	20	in	in	ADP
ajoaa-1649	259	21	all	all	DET
ajoaa-1649	259	22	regions	region	NOUN
ajoaa-1649	259	23	in	in	ADP
ajoaa-1649	259	24	tanzania	tanzania	PROPN
ajoaa-1649	259	25	and	and	CCONJ
ajoaa-1649	259	26	employs	employ	VERB
ajoaa-1649	259	27	about	about	ADV
ajoaa-1649	259	28	75	75	NUM
ajoaa-1649	259	29	%	%	NOUN
ajoaa-1649	259	30	of	of	ADP
ajoaa-1649	259	31	the	the	DET
ajoaa-1649	259	32	working	work	VERB
ajoaa-1649	259	33	population	population	NOUN
ajoaa-1649	259	34	;	;	PUNCT
ajoaa-1649	259	35	due	due	ADP
ajoaa-1649	259	36	to	to	ADP
ajoaa-1649	259	37	this	this	PRON
ajoaa-1649	259	38	,	,	PUNCT
ajoaa-1649	259	39	efficiency	efficiency	NOUN
ajoaa-1649	259	40	in	in	ADP
ajoaa-1649	259	41	its	its	PRON
ajoaa-1649	259	42	production	production	NOUN
ajoaa-1649	259	43	has	have	VERB
ajoaa-1649	259	44	to	to	PART
ajoaa-1649	259	45	be	be	AUX
ajoaa-1649	259	46	given	give	VERB
ajoaa-1649	259	47	special	special	ADJ
ajoaa-1649	259	48	attention	attention	NOUN
ajoaa-1649	259	49	.	.	PUNCT
ajoaa-1649	260	1	the	the	DET
ajoaa-1649	260	2	study	study	NOUN
ajoaa-1649	260	3	used	use	VERB
ajoaa-1649	260	4	a	a	DET
ajoaa-1649	260	5	two	two	NUM
ajoaa-1649	260	6	stage	stage	NOUN
ajoaa-1649	260	7	approach	approach	NOUN
ajoaa-1649	260	8	on	on	ADP
ajoaa-1649	260	9	national	national	ADJ
ajoaa-1649	260	10	sample	sample	PROPN
ajoaa-1649	260	11	census	census	NOUN
ajoaa-1649	260	12	of	of	ADP
ajoaa-1649	260	13	agriculture	agriculture	NOUN
ajoaa-1649	260	14	(	(	PUNCT
ajoaa-1649	260	15	nsca	nsca	NOUN
ajoaa-1649	260	16	)	)	PUNCT
ajoaa-1649	260	17	2007/2008	2007/2008	NUM
ajoaa-1649	260	18	data	datum	NOUN
ajoaa-1649	260	19	.	.	PUNCT
ajoaa-1649	261	1	in	in	ADP
ajoaa-1649	261	2	the	the	DET
ajoaa-1649	261	3	first	first	ADJ
ajoaa-1649	261	4	stage	stage	NOUN
ajoaa-1649	261	5	,	,	PUNCT
ajoaa-1649	261	6	ols	ol	NOUN
ajoaa-1649	261	7	and	and	CCONJ
ajoaa-1649	261	8	mle	mle	NOUN
ajoaa-1649	261	9	were	be	AUX
ajoaa-1649	261	10	employed	employ	VERB
ajoaa-1649	261	11	in	in	ADP
ajoaa-1649	261	12	analyzing	analyze	VERB
ajoaa-1649	261	13	the	the	DET
ajoaa-1649	261	14	cobb	cobb	PROPN
ajoaa-1649	261	15	-	-	PUNCT
ajoaa-1649	261	16	douglas	douglas	PROPN
ajoaa-1649	261	17	production	production	NOUN
ajoaa-1649	261	18	function	function	NOUN
ajoaa-1649	261	19	,	,	PUNCT
ajoaa-1649	261	20	here	here	ADV
ajoaa-1649	261	21	technical	technical	ADJ
ajoaa-1649	261	22	inefficiency	inefficiency	NOUN
ajoaa-1649	261	23	was	be	AUX
ajoaa-1649	261	24	realised	realise	VERB
ajoaa-1649	261	25	to	to	ADP
ajoaa-1649	261	26	smallholder	smallholder	NOUN
ajoaa-1649	261	27	farmers	farmer	NOUN
ajoaa-1649	261	28	and	and	CCONJ
ajoaa-1649	261	29	actual	actual	ADJ
ajoaa-1649	261	30	planted	plant	VERB
ajoaa-1649	261	31	area	area	NOUN
ajoaa-1649	261	32	stand	stand	VERB
ajoaa-1649	261	33	as	as	ADP
ajoaa-1649	261	34	the	the	DET
ajoaa-1649	261	35	most	most	ADV
ajoaa-1649	261	36	important	important	ADJ
ajoaa-1649	261	37	factor	factor	NOUN
ajoaa-1649	261	38	in	in	ADP
ajoaa-1649	261	39	influencing	influence	VERB
ajoaa-1649	261	40	outputand	outputand	NOUN
ajoaa-1649	261	41	tractor	tractor	NOUN
ajoaa-1649	261	42	asset	asset	NOUN
ajoaa-1649	261	43	as	as	ADP
ajoaa-1649	261	44	the	the	DET
ajoaa-1649	261	45	most	most	ADV
ajoaa-1649	261	46	inoptimal	inoptimal	ADJ
ajoaa-1649	261	47	factor	factor	NOUN
ajoaa-1649	261	48	to	to	PART
ajoaa-1649	261	49	maize	maize	VERB
ajoaa-1649	261	50	output	output	NOUN
ajoaa-1649	261	51	in	in	ADP
ajoaa-1649	261	52	both	both	DET
ajoaa-1649	261	53	regions	region	NOUN
ajoaa-1649	261	54	.	.	PUNCT
ajoaa-1649	262	1	in	in	ADP
ajoaa-1649	262	2	both	both	DET
ajoaa-1649	262	3	regions	region	NOUN
ajoaa-1649	262	4	results	result	NOUN
ajoaa-1649	262	5	of	of	ADP
ajoaa-1649	262	6	technical	technical	ADJ
ajoaa-1649	262	7	efficiency	efficiency	NOUN
ajoaa-1649	262	8	indicated	indicate	VERB
ajoaa-1649	262	9	the	the	DET
ajoaa-1649	262	10	room	room	NOUN
ajoaa-1649	262	11	to	to	PART
ajoaa-1649	262	12	increase	increase	VERB
ajoaa-1649	262	13	output	output	NOUN
ajoaa-1649	262	14	using	use	VERB
ajoaa-1649	262	15	resources	resource	NOUN
ajoaa-1649	262	16	available	available	ADJ
ajoaa-1649	262	17	.	.	PUNCT
ajoaa-1649	263	1	the	the	DET
ajoaa-1649	263	2	mean	mean	ADJ
ajoaa-1649	263	3	techinical	techinical	ADJ
ajoaa-1649	263	4	efficiency	efficiency	NOUN
ajoaa-1649	263	5	were	be	AUX
ajoaa-1649	263	6	0.61	0.61	NUM
ajoaa-1649	263	7	in	in	ADP
ajoaa-1649	263	8	tabora	tabora	PROPN
ajoaa-1649	263	9	which	which	PRON
ajoaa-1649	263	10	is	be	AUX
ajoaa-1649	263	11	closely	closely	ADV
ajoaa-1649	263	12	to	to	ADP
ajoaa-1649	263	13	0.606	0.606	NUM
ajoaa-1649	263	14	obtained	obtain	VERB
ajoaa-1649	263	15	by	by	ADP
ajoaa-1649	263	16	msuya	msuya	PROPN
ajoaa-1649	263	17	et	et	PROPN
ajoaa-1649	263	18	al	al	PROPN
ajoaa-1649	263	19	.	.	PROPN
ajoaa-1649	264	1	(	(	PUNCT
ajoaa-1649	264	2	2008	2008	NUM
ajoaa-1649	264	3	)	)	PUNCT
ajoaa-1649	264	4	and	and	CCONJ
ajoaa-1649	264	5	0.53	0.53	NUM
ajoaa-1649	264	6	in	in	ADP
ajoaa-1649	264	7	ruvuma	ruvuma	PROPN
ajoaa-1649	264	8	region	region	NOUN
ajoaa-1649	264	9	.	.	PUNCT
ajoaa-1649	265	1	in	in	ADP
ajoaa-1649	265	2	the	the	DET
ajoaa-1649	265	3	second	second	ADJ
ajoaa-1649	265	4	stage	stage	NOUN
ajoaa-1649	265	5	ols	ol	NOUN
ajoaa-1649	265	6	was	be	AUX
ajoaa-1649	265	7	used	use	VERB
ajoaa-1649	265	8	to	to	PART
ajoaa-1649	265	9	determine	determine	VERB
ajoaa-1649	265	10	determinants	determinant	NOUN
ajoaa-1649	265	11	of	of	ADP
ajoaa-1649	265	12	technical	technical	ADJ
ajoaa-1649	265	13	inefficiency	inefficiency	NOUN
ajoaa-1649	265	14	.	.	PUNCT
ajoaa-1649	266	1	the	the	DET
ajoaa-1649	266	2	results	result	NOUN
ajoaa-1649	266	3	shows	show	VERB
ajoaa-1649	266	4	the	the	DET
ajoaa-1649	266	5	need	need	NOUN
ajoaa-1649	266	6	to	to	PART
ajoaa-1649	266	7	encourage	encourage	VERB
ajoaa-1649	266	8	young	young	ADJ
ajoaa-1649	266	9	people	people	NOUN
ajoaa-1649	266	10	to	to	PART
ajoaa-1649	266	11	engage	engage	VERB
ajoaa-1649	266	12	in	in	ADP
ajoaa-1649	266	13	agriculture	agriculture	NOUN
ajoaa-1649	266	14	for	for	ADP
ajoaa-1649	266	15	old	old	ADJ
ajoaa-1649	266	16	people	people	NOUN
ajoaa-1649	266	17	decreased	decrease	VERB
ajoaa-1649	266	18	efficiency	efficiency	NOUN
ajoaa-1649	266	19	in	in	ADP
ajoaa-1649	266	20	maize	maize	NOUN
ajoaa-1649	266	21	.	.	PUNCT
ajoaa-1649	267	1	credit	credit	NOUN
ajoaa-1649	267	2	access	access	NOUN
ajoaa-1649	267	3	,	,	PUNCT
ajoaa-1649	267	4	availability	availability	NOUN
ajoaa-1649	267	5	of	of	ADP
ajoaa-1649	267	6	capital	capital	NOUN
ajoaa-1649	267	7	assets	asset	NOUN
ajoaa-1649	267	8	and	and	CCONJ
ajoaa-1649	267	9	good	good	ADJ
ajoaa-1649	267	10	living	living	NOUN
ajoaa-1649	267	11	condition	condition	NOUN
ajoaa-1649	267	12	need	need	VERB
ajoaa-1649	267	13	to	to	PART
ajoaa-1649	267	14	be	be	AUX
ajoaa-1649	267	15	the	the	DET
ajoaa-1649	267	16	policy	policy	NOUN
ajoaa-1649	267	17	issue	issue	NOUN
ajoaa-1649	267	18	for	for	ADP
ajoaa-1649	267	19	they	they	PRON
ajoaa-1649	267	20	increased	increase	VERB
ajoaa-1649	267	21	efficiency	efficiency	NOUN
ajoaa-1649	267	22	,	,	PUNCT
ajoaa-1649	267	23	so	so	ADV
ajoaa-1649	267	24	need	need	VERB
ajoaa-1649	267	25	to	to	PART
ajoaa-1649	267	26	be	be	AUX
ajoaa-1649	267	27	emphasised	emphasise	VERB
ajoaa-1649	267	28	.	.	PUNCT
ajoaa-1649	268	1	further	far	ADV
ajoaa-1649	268	2	,	,	PUNCT
ajoaa-1649	268	3	government	government	NOUN
ajoaa-1649	268	4	should	should	AUX
ajoaa-1649	268	5	provide	provide	VERB
ajoaa-1649	268	6	subsdies	subsdie	NOUN
ajoaa-1649	268	7	to	to	PART
ajoaa-1649	268	8	inputs	input	NOUN
ajoaa-1649	268	9	to	to	PART
ajoaa-1649	268	10	encourage	encourage	VERB
ajoaa-1649	268	11	smallholder	smallholder	NOUN
ajoaa-1649	268	12	farmers	farmer	NOUN
ajoaa-1649	268	13	to	to	PART
ajoaa-1649	268	14	use	use	VERB
ajoaa-1649	268	15	improved	improved	ADJ
ajoaa-1649	268	16	inputs	input	NOUN
ajoaa-1649	268	17	for	for	ADP
ajoaa-1649	268	18	high	high	ADJ
ajoaa-1649	268	19	inputs	input	NOUN
ajoaa-1649	268	20	costs	cost	NOUN
ajoaa-1649	268	21	increased	increase	VERB
ajoaa-1649	268	22	inefficiency	inefficiency	NOUN
ajoaa-1649	268	23	.	.	PUNCT
ajoaa-1649	269	1	in	in	ADP
ajoaa-1649	269	2	general	general	ADJ
ajoaa-1649	269	3	,	,	PUNCT
ajoaa-1649	269	4	policies	policy	NOUN
ajoaa-1649	269	5	on	on	ADP
ajoaa-1649	269	6	agricultural	agricultural	ADJ
ajoaa-1649	269	7	production	production	NOUN
ajoaa-1649	269	8	efficiency	efficiency	NOUN
ajoaa-1649	269	9	related	relate	VERB
ajoaa-1649	269	10	to	to	ADP
ajoaa-1649	269	11	poverty	poverty	NOUN
ajoaa-1649	269	12	eradication	eradication	NOUN
ajoaa-1649	269	13	strategies	strategy	NOUN
ajoaa-1649	269	14	are	be	AUX
ajoaa-1649	269	15	to	to	PART
ajoaa-1649	269	16	be	be	AUX
ajoaa-1649	269	17	initiated	initiate	VERB
ajoaa-1649	269	18	alsogovernment	alsogovernment	NOUN
ajoaa-1649	269	19	and	and	CCONJ
ajoaa-1649	269	20	other	other	ADJ
ajoaa-1649	269	21	agricultural	agricultural	ADJ
ajoaa-1649	269	22	development	development	NOUN
ajoaa-1649	269	23	partiner	partiner	NOUN
ajoaa-1649	269	24	should	should	AUX
ajoaa-1649	269	25	give	give	VERB
ajoaa-1649	269	26	high	high	ADJ
ajoaa-1649	269	27	priority	priority	NOUN
ajoaa-1649	269	28	to	to	ADP
ajoaa-1649	269	29	a	a	DET
ajoaa-1649	269	30	region	region	NOUN
ajoaa-1649	269	31	with	with	ADP
ajoaa-1649	269	32	high	high	ADJ
ajoaa-1649	269	33	technical	technical	ADJ
ajoaa-1649	269	34	efficiency	efficiency	NOUN
ajoaa-1649	269	35	of	of	ADP
ajoaa-1649	269	36	a	a	DET
ajoaa-1649	269	37	given	give	VERB
ajoaa-1649	269	38	crop	crop	NOUN
ajoaa-1649	269	39	to	to	PART
ajoaa-1649	269	40	increase	increase	VERB
ajoaa-1649	269	41	output	output	NOUN
ajoaa-1649	269	42	and	and	CCONJ
ajoaa-1649	269	43	food	food	NOUN
ajoaa-1649	269	44	security	security	NOUN
ajoaa-1649	269	45	to	to	ADP
ajoaa-1649	269	46	the	the	DET
ajoaa-1649	269	47	country	country	NOUN
ajoaa-1649	269	48	.	.	PUNCT
ajoaa-1649	270	1	this	this	DET
ajoaa-1649	270	2	study	study	NOUN
ajoaa-1649	270	3	suggest	suggest	VERB
ajoaa-1649	270	4	the	the	DET
ajoaa-1649	270	5	use	use	NOUN
ajoaa-1649	270	6	of	of	ADP
ajoaa-1649	270	7	primary	primary	ADJ
ajoaa-1649	270	8	data	datum	NOUN
ajoaa-1649	270	9	and	and	CCONJ
ajoaa-1649	270	10	panel	panel	NOUN
ajoaa-1649	270	11	data	datum	NOUN
ajoaa-1649	270	12	for	for	ADP
ajoaa-1649	270	13	further	further	ADJ
ajoaa-1649	270	14	research	research	NOUN
ajoaa-1649	270	15	for	for	ADP
ajoaa-1649	270	16	secondary	secondary	PROPN
ajoaa-1649	270	17	cross	cross	PROPN
ajoaa-1649	270	18	section	section	PROPN
ajoaa-1649	270	19	data	datum	NOUN
ajoaa-1649	270	20	were	be	AUX
ajoaa-1649	270	21	used	use	VERB
ajoaa-1649	270	22	.	.	PUNCT
ajoaa-1649	271	1	also	also	ADV
ajoaa-1649	271	2	allocative	allocative	ADJ
ajoaa-1649	271	3	and	and	CCONJ
ajoaa-1649	271	4	economic	economic	ADJ
ajoaa-1649	271	5	efficiency	efficiency	NOUN
ajoaa-1649	271	6	approach	approach	NOUN
ajoaa-1649	271	7	can	can	AUX
ajoaa-1649	271	8	be	be	AUX
ajoaa-1649	271	9	used	use	VERB
ajoaa-1649	271	10	to	to	PART
ajoaa-1649	271	11	analyse	analyse	VERB
ajoaa-1649	271	12	efficiency	efficiency	NOUN
ajoaa-1649	271	13	;	;	PUNCT
ajoaa-1649	271	14	and	and	CCONJ
ajoaa-1649	271	15	the	the	DET
ajoaa-1649	271	16	comparison	comparison	NOUN
ajoaa-1649	271	17	of	of	ADP
ajoaa-1649	271	18	more	more	ADJ
ajoaa-1649	271	19	than	than	ADP
ajoaa-1649	271	20	one	one	NUM
ajoaa-1649	271	21	crop	crop	NOUN
ajoaa-1649	271	22	rather	rather	ADV
ajoaa-1649	271	23	than	than	ADP
ajoaa-1649	271	24	maize	maize	VERB
ajoaa-1649	271	25	only	only	ADV
ajoaa-1649	271	26	.	.	PUNCT
ajoaa-1649	272	1	funding	funding	NOUN
ajoaa-1649	272	2	:	:	PUNCT
ajoaa-1649	272	3	this	this	DET
ajoaa-1649	272	4	study	study	NOUN
ajoaa-1649	272	5	received	receive	VERB
ajoaa-1649	272	6	no	no	DET
ajoaa-1649	272	7	specific	specific	ADJ
ajoaa-1649	272	8	financial	financial	ADJ
ajoaa-1649	272	9	support	support	NOUN
ajoaa-1649	272	10	.	.	PUNCT
ajoaa-1649	273	1	competing	compete	VERB
ajoaa-1649	273	2	interests	interest	NOUN
ajoaa-1649	273	3	:	:	PUNCT
ajoaa-1649	273	4	the	the	DET
ajoaa-1649	273	5	author	author	NOUN
ajoaa-1649	273	6	declares	declare	VERB
ajoaa-1649	273	7	that	that	SCONJ
ajoaa-1649	273	8	she	she	PRON
ajoaa-1649	273	9	has	have	VERB
ajoaa-1649	273	10	no	no	DET
ajoaa-1649	273	11	conflict	conflict	NOUN
ajoaa-1649	273	12	of	of	ADP
ajoaa-1649	273	13	interests	interest	NOUN
ajoaa-1649	273	14	.	.	PUNCT
ajoaa-1649	274	1	contributors	contributor	NOUN
ajoaa-1649	274	2	/	/	SYM
ajoaa-1649	274	3	acknowledgement	acknowledgement	NOUN
ajoaa-1649	274	4	:	:	PUNCT
ajoaa-1649	274	5	all	all	DET
ajoaa-1649	274	6	the	the	DET
ajoaa-1649	274	7	designing	designing	NOUN
ajoaa-1649	274	8	and	and	CCONJ
ajoaa-1649	274	9	estimation	estimation	NOUN
ajoaa-1649	274	10	of	of	ADP
ajoaa-1649	274	11	current	current	ADJ
ajoaa-1649	274	12	research	research	NOUN
ajoaa-1649	274	13	done	do	VERB
ajoaa-1649	274	14	by	by	ADP
ajoaa-1649	274	15	sole	sole	ADJ
ajoaa-1649	274	16	author	author	NOUN
ajoaa-1649	274	17	.	.	PUNCT
ajoaa-1649	275	1	views	view	NOUN
ajoaa-1649	275	2	and	and	CCONJ
ajoaa-1649	275	3	opinions	opinion	NOUN
ajoaa-1649	275	4	expressed	express	VERB
ajoaa-1649	275	5	in	in	ADP
ajoaa-1649	275	6	this	this	DET
ajoaa-1649	275	7	study	study	NOUN
ajoaa-1649	275	8	are	be	AUX
ajoaa-1649	275	9	the	the	DET
ajoaa-1649	275	10	views	view	NOUN
ajoaa-1649	275	11	and	and	CCONJ
ajoaa-1649	275	12	opinions	opinion	NOUN
ajoaa-1649	275	13	of	of	ADP
ajoaa-1649	275	14	the	the	DET
ajoaa-1649	275	15	authors	author	NOUN
ajoaa-1649	275	16	,	,	PUNCT
ajoaa-1649	275	17	asian	asian	ADJ
ajoaa-1649	275	18	journal	journal	NOUN
ajoaa-1649	275	19	of	of	ADP
ajoaa-1649	275	20	agriculture	agriculture	NOUN
ajoaa-1649	275	21	and	and	CCONJ
ajoaa-1649	275	22	rural	rural	ADJ
ajoaa-1649	275	23	development	development	NOUN
ajoaa-1649	275	24	shall	shall	AUX
ajoaa-1649	275	25	not	not	PART
ajoaa-1649	275	26	be	be	AUX
ajoaa-1649	275	27	responsible	responsible	ADJ
ajoaa-1649	275	28	or	or	CCONJ
ajoaa-1649	275	29	answerable	answerable	ADJ
ajoaa-1649	275	30	for	for	ADP
ajoaa-1649	275	31	any	any	DET
ajoaa-1649	275	32	loss	loss	NOUN
ajoaa-1649	275	33	,	,	PUNCT
ajoaa-1649	275	34	damage	damage	NOUN
ajoaa-1649	275	35	or	or	CCONJ
ajoaa-1649	275	36	liability	liability	NOUN
ajoaa-1649	275	37	etc	etc	X
ajoaa-1649	275	38	.	.	X
ajoaa-1649	275	39	caused	cause	VERB
ajoaa-1649	275	40	in	in	ADP
ajoaa-1649	275	41	relation	relation	NOUN
ajoaa-1649	275	42	to	to	PART
ajoaa-1649	275	43	/	/	PUNCT
ajoaa-1649	275	44	arising	arise	VERB
ajoaa-1649	275	45	out	out	ADP
ajoaa-1649	275	46	of	of	ADP
ajoaa-1649	275	47	the	the	DET
ajoaa-1649	275	48	use	use	NOUN
ajoaa-1649	275	49	of	of	ADP
ajoaa-1649	275	50	the	the	DET
ajoaa-1649	275	51	content	content	NOUN
ajoaa-1649	275	52	.	.	PUNCT
ajoaa-1649	276	1	reference	reference	NOUN
ajoaa-1649	276	2	aigner	aigner	PROPN
ajoaa-1649	276	3	,	,	PUNCT
ajoaa-1649	276	4	d.	d.	PROPN
ajoaa-1649	276	5	j.	j.	PROPN
ajoaa-1649	276	6	,	,	PUNCT
ajoaa-1649	276	7	&	&	CCONJ
ajoaa-1649	276	8	chu	chu	PROPN
ajoaa-1649	276	9	,	,	PUNCT
ajoaa-1649	276	10	s.	s.	PROPN
ajoaa-1649	276	11	f.	f.	PROPN
ajoaa-1649	276	12	(	(	PUNCT
ajoaa-1649	276	13	1968	1968	NUM
ajoaa-1649	276	14	)	)	PUNCT
ajoaa-1649	276	15	.	.	PUNCT
ajoaa-1649	277	1	on	on	ADP
ajoaa-1649	277	2	estimating	estimate	VERB
ajoaa-1649	277	3	the	the	DET
ajoaa-1649	277	4	industry	industry	NOUN
ajoaa-1649	277	5	production	production	NOUN
ajoaa-1649	277	6	function	function	NOUN
ajoaa-1649	277	7	.	.	PUNCT
ajoaa-1649	278	1	american	american	PROPN
ajoaa-1649	278	2	economic	economic	PROPN
ajoaa-1649	278	3	review	review	PROPN
ajoaa-1649	278	4	,	,	PUNCT
ajoaa-1649	278	5	58(4	58(4	NUM
ajoaa-1649	278	6	)	)	PUNCT
ajoaa-1649	278	7	,	,	PUNCT
ajoaa-1649	278	8	826	826	NUM
ajoaa-1649	278	9	-	-	SYM
ajoaa-1649	278	10	839	839	NUM
ajoaa-1649	278	11	.	.	PUNCT
ajoaa-1649	279	1	view	view	NOUN
ajoaa-1649	279	2	at	at	ADP
ajoaa-1649	279	3	google	google	PROPN
ajoaa-1649	279	4	scholar	scholar	NOUN
ajoaa-1649	279	5	aigner	aigner	NOUN
ajoaa-1649	279	6	,	,	PUNCT
ajoaa-1649	279	7	d.	d.	PROPN
ajoaa-1649	279	8	j.	j.	PROPN
ajoaa-1649	279	9	,	,	PUNCT
ajoaa-1649	279	10	lovell	lovell	PROPN
ajoaa-1649	279	11	,	,	PUNCT
ajoaa-1649	279	12	c.	c.	PROPN
ajoaa-1649	279	13	a.	a.	PROPN
ajoaa-1649	279	14	k.	k.	PROPN
ajoaa-1649	279	15	,	,	PUNCT
ajoaa-1649	279	16	&	&	CCONJ
ajoaa-1649	279	17	schmidt	schmidt	PROPN
ajoaa-1649	279	18	,	,	PUNCT
ajoaa-1649	279	19	p.	p.	NOUN
ajoaa-1649	279	20	(	(	PUNCT
ajoaa-1649	279	21	1977	1977	NUM
ajoaa-1649	279	22	)	)	PUNCT
ajoaa-1649	279	23	.	.	PUNCT
ajoaa-1649	280	1	formulation	formulation	NOUN
ajoaa-1649	280	2	and	and	CCONJ
ajoaa-1649	280	3	estimation	estimation	NOUN
ajoaa-1649	280	4	of	of	ADP
ajoaa-1649	280	5	stochastic	stochastic	ADJ
ajoaa-1649	280	6	frontier	frontier	NOUN
ajoaa-1649	280	7	production	production	NOUN
ajoaa-1649	280	8	function	function	NOUN
ajoaa-1649	280	9	models	model	NOUN
ajoaa-1649	280	10	.	.	PUNCT
ajoaa-1649	281	1	journal	journal	NOUN
ajoaa-1649	281	2	of	of	ADP
ajoaa-1649	281	3	econometrics	econometric	NOUN
ajoaa-1649	281	4	,	,	PUNCT
ajoaa-1649	281	5	6(1	6(1	NUM
ajoaa-1649	281	6	)	)	PUNCT
ajoaa-1649	281	7	,	,	PUNCT
ajoaa-1649	281	8	21	21	NUM
ajoaa-1649	281	9	-	-	SYM
ajoaa-1649	281	10	37	37	NUM
ajoaa-1649	281	11	.	.	PUNCT
ajoaa-1649	282	1	view	view	NOUN
ajoaa-1649	282	2	at	at	ADP
ajoaa-1649	282	3	google	google	PROPN
ajoaa-1649	282	4	scholar	scholar	NOUN
ajoaa-1649	282	5	/	/	SYM
ajoaa-1649	282	6	view	view	NOUN
ajoaa-1649	282	7	at	at	ADP
ajoaa-1649	282	8	publisher	publisher	NOUN
ajoaa-1649	282	9	barreiro	barreiro	PROPN
ajoaa-1649	282	10	-	-	PUNCT
ajoaa-1649	282	11	hurle	hurle	PROPN
ajoaa-1649	282	12	,	,	PUNCT
ajoaa-1649	282	13	j.	j.	PROPN
ajoaa-1649	282	14	(	(	PUNCT
ajoaa-1649	282	15	2012	2012	NUM
ajoaa-1649	282	16	)	)	PUNCT
ajoaa-1649	282	17	.	.	PUNCT
ajoaa-1649	283	1	analysis	analysis	NOUN
ajoaa-1649	283	2	of	of	ADP
ajoaa-1649	283	3	incentives	incentive	NOUN
ajoaa-1649	283	4	and	and	CCONJ
ajoaa-1649	283	5	disincentives	disincentive	NOUN
ajoaa-1649	283	6	for	for	ADP
ajoaa-1649	283	7	maize	maize	NOUN
ajoaa-1649	283	8	in	in	ADP
ajoaa-1649	283	9	the	the	DET
ajoaa-1649	283	10	united	united	PROPN
ajoaa-1649	283	11	republic	republic	PROPN
ajoaa-1649	283	12	of	of	ADP
ajoaa-1649	283	13	tanzania	tanzania	PROPN
ajoaa-1649	283	14	.	.	PUNCT
ajoaa-1649	284	1	technical	technical	ADJ
ajoaa-1649	284	2	notes	notes	PROPN
ajoaa-1649	284	3	series	series	PROPN
ajoaa-1649	284	4	,	,	PUNCT
ajoaa-1649	284	5	mafap	mafap	PROPN
ajoaa-1649	284	6	,	,	PUNCT
ajoaa-1649	284	7	fao	fao	PROPN
ajoaa-1649	284	8	,	,	PUNCT
ajoaa-1649	284	9	rome	rome	PROPN
ajoaa-1649	284	10	1	1	NUM
ajoaa-1649	284	11	-	-	SYM
ajoaa-1649	284	12	2	2	NUM
ajoaa-1649	284	13	.	.	PUNCT
ajoaa-1649	284	14	view	view	NOUN
ajoaa-1649	284	15	at	at	ADP
ajoaa-1649	284	16	google	google	PROPN
ajoaa-1649	284	17	scholar	scholar	PROPN
ajoaa-1649	284	18	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=on+estimating+the+industry+production+function&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=on+estimating+the+industry+production+function&btng=	PROPN
ajoaa-1649	284	19	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=	PROPN
ajoaa-1649	284	20	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=	PROPN
ajoaa-1649	285	1	https://doi.org/10.1016/0304-4076(77)90052-5	https://doi.org/10.1016/0304-4076(77)90052-5	PROPN
ajoaa-1649	285	2	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=analysis+of+incentives+and+disincentives+for+maize+in+the+united+republic+of+tanzania&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=analysis+of+incentives+and+disincentives+for+maize+in+the+united+republic+of+tanzania&btng=	ADJ
ajoaa-1649	285	3	asian	asian	ADJ
ajoaa-1649	285	4	journal	journal	NOUN
ajoaa-1649	285	5	of	of	ADP
ajoaa-1649	285	6	agriculture	agriculture	NOUN
ajoaa-1649	285	7	and	and	CCONJ
ajoaa-1649	285	8	rural	rural	ADJ
ajoaa-1649	285	9	development	development	NOUN
ajoaa-1649	285	10	,	,	PUNCT
ajoaa-1649	285	11	7(9)2017	7(9)2017	NUM
ajoaa-1649	285	12	:	:	PUNCT
ajoaa-1649	285	13	180	180	NUM
ajoaa-1649	285	14	-	-	SYM
ajoaa-1649	285	15	197	197	NUM
ajoaa-1649	285	16	195	195	NUM
ajoaa-1649	285	17	battese	battese	NOUN
ajoaa-1649	285	18	,	,	PUNCT
ajoaa-1649	285	19	g.	g.	PROPN
ajoaa-1649	285	20	e.	e.	PROPN
ajoaa-1649	285	21	,	,	PUNCT
ajoaa-1649	285	22	&	&	CCONJ
ajoaa-1649	285	23	coelli	coelli	PROPN
ajoaa-1649	285	24	,	,	PUNCT
ajoaa-1649	285	25	t.	t.	PROPN
ajoaa-1649	285	26	j.	j.	PROPN
ajoaa-1649	285	27	(	(	PUNCT
ajoaa-1649	285	28	1993	1993	NUM
ajoaa-1649	285	29	)	)	PUNCT
ajoaa-1649	285	30	.	.	PUNCT
ajoaa-1649	286	1	a	a	DET
ajoaa-1649	286	2	stochastic	stochastic	ADJ
ajoaa-1649	286	3	frontier	frontier	NOUN
ajoaa-1649	286	4	production	production	NOUN
ajoaa-1649	286	5	function	function	NOUN
ajoaa-1649	286	6	:	:	PUNCT
ajoaa-1649	286	7	incorporating	incorporate	VERB
ajoaa-1649	286	8	a	a	DET
ajoaa-1649	286	9	model	model	NOUN
ajoaa-1649	286	10	for	for	ADP
ajoaa-1649	286	11	technical	technical	ADJ
ajoaa-1649	286	12	inefficiency	inefficiency	NOUN
ajoaa-1649	286	13	effects	effect	NOUN
ajoaa-1649	286	14	.	.	PUNCT
ajoaa-1649	287	1	working	work	VERB
ajoaa-1649	287	2	papers	paper	NOUN
ajoaa-1649	287	3	in	in	ADP
ajoaa-1649	287	4	econometrics	econometric	NOUN
ajoaa-1649	287	5	and	and	CCONJ
ajoaa-1649	287	6	applied	apply	VERB
ajoaa-1649	287	7	statistics	statistic	NOUN
ajoaa-1649	287	8	,	,	PUNCT
ajoaa-1649	287	9	69	69	NUM
ajoaa-1649	287	10	,	,	PUNCT
ajoaa-1649	287	11	1	1	NUM
ajoaa-1649	287	12	-	-	SYM
ajoaa-1649	287	13	5	5	NUM
ajoaa-1649	287	14	.	.	PUNCT
ajoaa-1649	287	15	view	view	NOUN
ajoaa-1649	287	16	at	at	ADP
ajoaa-1649	287	17	google	google	PROPN
ajoaa-1649	287	18	scholar	scholar	PROPN
ajoaa-1649	287	19	battese	battese	PROPN
ajoaa-1649	287	20	,	,	PUNCT
ajoaa-1649	287	21	g.	g.	PROPN
ajoaa-1649	287	22	e.	e.	PROPN
ajoaa-1649	287	23	,	,	PUNCT
ajoaa-1649	287	24	&	&	CCONJ
ajoaa-1649	287	25	coelli	coelli	PROPN
ajoaa-1649	287	26	,	,	PUNCT
ajoaa-1649	287	27	t.	t.	PROPN
ajoaa-1649	287	28	j.	j.	PROPN
ajoaa-1649	287	29	(	(	PUNCT
ajoaa-1649	287	30	1995	1995	NUM
ajoaa-1649	287	31	)	)	PUNCT
ajoaa-1649	287	32	.	.	PUNCT
ajoaa-1649	288	1	a	a	DET
ajoaa-1649	288	2	model	model	NOUN
ajoaa-1649	288	3	for	for	ADP
ajoaa-1649	288	4	technical	technical	ADJ
ajoaa-1649	288	5	inefficiency	inefficiency	NOUN
ajoaa-1649	288	6	effect	effect	NOUN
ajoaa-1649	288	7	in	in	ADP
ajoaa-1649	288	8	a	a	DET
ajoaa-1649	288	9	stochastic	stochastic	ADJ
ajoaa-1649	288	10	frontier	frontier	NOUN
ajoaa-1649	288	11	production	production	NOUN
ajoaa-1649	288	12	function	function	NOUN
ajoaa-1649	288	13	for	for	ADP
ajoaa-1649	288	14	panel	panel	NOUN
ajoaa-1649	288	15	data	datum	NOUN
ajoaa-1649	288	16	.	.	PUNCT
ajoaa-1649	289	1	empirical	empirical	ADJ
ajoaa-1649	289	2	economics	economic	NOUN
ajoaa-1649	289	3	,	,	PUNCT
ajoaa-1649	289	4	20	20	NUM
ajoaa-1649	289	5	,	,	PUNCT
ajoaa-1649	289	6	325	325	NUM
ajoaa-1649	289	7	-	-	SYM
ajoaa-1649	289	8	330	330	NUM
ajoaa-1649	289	9	.	.	PUNCT
ajoaa-1649	289	10	view	view	NOUN
ajoaa-1649	289	11	at	at	ADP
ajoaa-1649	289	12	google	google	PROPN
ajoaa-1649	289	13	scholar	scholar	NOUN
ajoaa-1649	289	14	/	/	SYM
ajoaa-1649	289	15	view	view	NOUN
ajoaa-1649	289	16	at	at	ADP
ajoaa-1649	289	17	publisher	publisher	NOUN
ajoaa-1649	289	18	beattie	beattie	PROPN
ajoaa-1649	289	19	,	,	PUNCT
ajoaa-1649	289	20	b.	b.	PROPN
ajoaa-1649	289	21	r.	r.	PROPN
ajoaa-1649	289	22	,	,	PUNCT
ajoaa-1649	289	23	&	&	CCONJ
ajoaa-1649	289	24	friends	friend	NOUN
ajoaa-1649	289	25	,	,	PUNCT
ajoaa-1649	289	26	(	(	PUNCT
ajoaa-1649	289	27	2011	2011	NUM
ajoaa-1649	289	28	)	)	PUNCT
ajoaa-1649	289	29	.	.	PUNCT
ajoaa-1649	290	1	readings	reading	NOUN
ajoaa-1649	290	2	in	in	ADP
ajoaa-1649	290	3	production	production	NOUN
ajoaa-1649	290	4	and	and	CCONJ
ajoaa-1649	290	5	consumption	consumption	NOUN
ajoaa-1649	290	6	economics	economic	NOUN
ajoaa-1649	290	7	.	.	PUNCT
ajoaa-1649	291	1	collected	collect	VERB
ajoaa-1649	291	2	papers	paper	NOUN
ajoaa-1649	291	3	,	,	PUNCT
ajoaa-1649	291	4	university	university	PROPN
ajoaa-1649	291	5	of	of	ADP
ajoaa-1649	291	6	arizona	arizona	PROPN
ajoaa-1649	291	7	,	,	PUNCT
ajoaa-1649	291	8	10	10	NUM
ajoaa-1649	291	9	-	-	SYM
ajoaa-1649	291	10	11	11	NUM
ajoaa-1649	291	11	.	.	PUNCT
ajoaa-1649	292	1	bravo	bravo	PROPN
ajoaa-1649	292	2	-	-	PUNCT
ajoaa-1649	292	3	ureta	ureta	PROPN
ajoaa-1649	292	4	,	,	PUNCT
ajoaa-1649	292	5	b.	b.	PROPN
ajoaa-1649	292	6	e.	e.	PROPN
ajoaa-1649	292	7	,	,	PUNCT
ajoaa-1649	292	8	&	&	CCONJ
ajoaa-1649	292	9	pinheiro	pinheiro	PROPN
ajoaa-1649	292	10	,	,	PUNCT
ajoaa-1649	292	11	a.	a.	PROPN
ajoaa-1649	292	12	e.	e.	PROPN
ajoaa-1649	292	13	(	(	PUNCT
ajoaa-1649	292	14	1997	1997	NUM
ajoaa-1649	292	15	)	)	PUNCT
ajoaa-1649	292	16	.	.	PUNCT
ajoaa-1649	293	1	technical	technical	ADJ
ajoaa-1649	293	2	,	,	PUNCT
ajoaa-1649	293	3	economic	economic	ADJ
ajoaa-1649	293	4	and	and	CCONJ
ajoaa-1649	293	5	allocative	allocative	ADJ
ajoaa-1649	293	6	efficiency	efficiency	NOUN
ajoaa-1649	293	7	in	in	ADP
ajoaa-1649	293	8	peasant	peasant	ADJ
ajoaa-1649	293	9	farming	farming	NOUN
ajoaa-1649	293	10	:	:	PUNCT
ajoaa-1649	293	11	evidence	evidence	NOUN
ajoaa-1649	293	12	from	from	ADP
ajoaa-1649	293	13	the	the	DET
ajoaa-1649	293	14	dominican	dominican	PROPN
ajoaa-1649	293	15	republic	republic	NOUN
ajoaa-1649	293	16	.	.	PUNCT
ajoaa-1649	294	1	the	the	DET
ajoaa-1649	294	2	developing	develop	VERB
ajoaa-1649	294	3	economies	economy	NOUN
ajoaa-1649	294	4	,	,	PUNCT
ajoaa-1649	294	5	35(1	35(1	NUM
ajoaa-1649	294	6	)	)	PUNCT
ajoaa-1649	294	7	,	,	PUNCT
ajoaa-1649	294	8	49	49	NUM
ajoaa-1649	294	9	-	-	SYM
ajoaa-1649	294	10	58	58	NUM
ajoaa-1649	294	11	.	.	PUNCT
ajoaa-1649	294	12	view	view	NOUN
ajoaa-1649	294	13	at	at	ADP
ajoaa-1649	294	14	google	google	PROPN
ajoaa-1649	294	15	scholar	scholar	NOUN
ajoaa-1649	294	16	/	/	SYM
ajoaa-1649	294	17	view	view	NOUN
ajoaa-1649	294	18	at	at	ADP
ajoaa-1649	294	19	publisher	publisher	NOUN
ajoaa-1649	294	20	bucheyeki	bucheyeki	PROPN
ajoaa-1649	294	21	,	,	PUNCT
ajoaa-1649	294	22	t.	t.	PROPN
ajoaa-1649	294	23	l.	l.	PROPN
ajoaa-1649	294	24	,	,	PUNCT
ajoaa-1649	294	25	shenkalwa	shenkalwa	PROPN
ajoaa-1649	294	26	,	,	PUNCT
ajoaa-1649	294	27	m.	m.	PROPN
ajoaa-1649	294	28	e.	e.	PROPN
ajoaa-1649	294	29	,	,	PUNCT
ajoaa-1649	294	30	mapunda	mapunda	PROPN
ajoaa-1649	294	31	,	,	PUNCT
ajoaa-1649	294	32	x.	x.	NOUN
ajoaa-1649	294	33	t.	t.	PROPN
ajoaa-1649	294	34	,	,	PUNCT
ajoaa-1649	294	35	&	&	CCONJ
ajoaa-1649	294	36	matata	matata	PROPN
ajoaa-1649	294	37	,	,	PUNCT
ajoaa-1649	294	38	w.	w.	PROPN
ajoaa-1649	294	39	l.	l.	PROPN
ajoaa-1649	294	40	(	(	PUNCT
ajoaa-1649	294	41	2010	2010	NUM
ajoaa-1649	294	42	)	)	PUNCT
ajoaa-1649	294	43	.	.	PUNCT
ajoaa-1649	295	1	the	the	DET
ajoaa-1649	295	2	groundnut	groundnut	PROPN
ajoaa-1649	295	3	client	client	NOUN
ajoaa-1649	295	4	oriented	orient	VERB
ajoaa-1649	295	5	research	research	NOUN
ajoaa-1649	295	6	in	in	ADP
ajoaa-1649	295	7	tabora	tabora	PROPN
ajoaa-1649	295	8	:	:	PUNCT
ajoaa-1649	295	9	tanzania	tanzania	PROPN
ajoaa-1649	295	10	.	.	PUNCT
ajoaa-1649	296	1	african	african	PROPN
ajoaa-1649	296	2	journal	journal	PROPN
ajoaa-1649	296	3	of	of	ADP
ajoaa-1649	296	4	agricultural	agricultural	ADJ
ajoaa-1649	296	5	research	research	NOUN
ajoaa-1649	296	6	,	,	PUNCT
ajoaa-1649	296	7	5(5	5(5	NUM
ajoaa-1649	296	8	)	)	PUNCT
ajoaa-1649	296	9	,	,	PUNCT
ajoaa-1649	296	10	356362	356362	NUM
ajoaa-1649	296	11	.	.	PUNCT
ajoaa-1649	297	1	view	view	NOUN
ajoaa-1649	297	2	at	at	ADP
ajoaa-1649	297	3	google	google	PROPN
ajoaa-1649	297	4	scholar	scholar	PROPN
ajoaa-1649	297	5	bucheyeki	bucheyeki	PROPN
ajoaa-1649	297	6	,	,	PUNCT
ajoaa-1649	297	7	t.	t.	PROPN
ajoaa-1649	297	8	l.	l.	PROPN
ajoaa-1649	297	9	(	(	PUNCT
ajoaa-1649	297	10	2008	2008	NUM
ajoaa-1649	297	11	)	)	PUNCT
ajoaa-1649	297	12	.	.	PUNCT
ajoaa-1649	298	1	perceptions	perception	NOUN
ajoaa-1649	298	2	on	on	ADP
ajoaa-1649	298	3	indigenous	indigenous	ADJ
ajoaa-1649	298	4	fruits	fruit	NOUN
ajoaa-1649	298	5	processing	process	VERB
ajoaa-1649	298	6	in	in	ADP
ajoaa-1649	298	7	sikonge	sikonge	PROPN
ajoaa-1649	298	8	distric	distric	PROPN
ajoaa-1649	298	9	in	in	ADP
ajoaa-1649	298	10	tanzania	tanzania	PROPN
ajoaa-1649	298	11	:	:	PUNCT
ajoaa-1649	298	12	is	be	AUX
ajoaa-1649	298	13	it	it	PRON
ajoaa-1649	298	14	sustainable	sustainable	ADJ
ajoaa-1649	298	15	?	?	PUNCT
ajoaa-1649	298	16	.	.	PUNCT
ajoaa-1649	299	1	international	international	ADJ
ajoaa-1649	299	2	ngo	ngo	PROPN
ajoaa-1649	299	3	journal	journal	PROPN
ajoaa-1649	299	4	,	,	PUNCT
ajoaa-1649	299	5	3(6	3(6	NUM
ajoaa-1649	299	6	)	)	PUNCT
ajoaa-1649	299	7	,	,	PUNCT
ajoaa-1649	299	8	115	115	NUM
ajoaa-1649	299	9	-	-	SYM
ajoaa-1649	299	10	121	121	NUM
ajoaa-1649	299	11	.	.	PUNCT
ajoaa-1649	300	1	view	view	NOUN
ajoaa-1649	300	2	at	at	ADP
ajoaa-1649	300	3	google	google	PROPN
ajoaa-1649	300	4	scholar	scholar	NOUN
ajoaa-1649	300	5	chiona	chiona	NOUN
ajoaa-1649	300	6	,	,	PUNCT
ajoaa-1649	300	7	s.	s.	PROPN
ajoaa-1649	300	8	(	(	PUNCT
ajoaa-1649	300	9	2011	2011	NUM
ajoaa-1649	300	10	)	)	PUNCT
ajoaa-1649	300	11	.	.	PUNCT
ajoaa-1649	301	1	technical	technical	ADJ
ajoaa-1649	301	2	and	and	CCONJ
ajoaa-1649	301	3	allocative	allocative	ADJ
ajoaa-1649	301	4	efficiency	efficiency	NOUN
ajoaa-1649	301	5	of	of	ADP
ajoaa-1649	301	6	smallholder	smallholder	NOUN
ajoaa-1649	301	7	maize	maize	NOUN
ajoaa-1649	301	8	farmers	farmer	NOUN
ajoaa-1649	301	9	in	in	ADP
ajoaa-1649	301	10	zambia	zambia	PROPN
ajoaa-1649	301	11	.	.	PUNCT
ajoaa-1649	302	1	msc	msc	PROPN
ajoaa-1649	302	2	(	(	PUNCT
ajoaa-1649	302	3	agricultural	agricultural	ADJ
ajoaa-1649	302	4	economics	economic	NOUN
ajoaa-1649	302	5	)	)	PUNCT
ajoaa-1649	302	6	thesis	thesis	NOUN
ajoaa-1649	302	7	,	,	PUNCT
ajoaa-1649	302	8	university	university	PROPN
ajoaa-1649	302	9	of	of	ADP
ajoaa-1649	302	10	zambia	zambia	PROPN
ajoaa-1649	302	11	,	,	PUNCT
ajoaa-1649	302	12	zambia	zambia	PROPN
ajoaa-1649	302	13	,	,	PUNCT
ajoaa-1649	302	14	1	1	NUM
ajoaa-1649	302	15	-	-	SYM
ajoaa-1649	302	16	49	49	NUM
ajoaa-1649	302	17	.	.	PUNCT
ajoaa-1649	303	1	view	view	NOUN
ajoaa-1649	303	2	at	at	ADP
ajoaa-1649	303	3	google	google	PROPN
ajoaa-1649	303	4	scholar	scholar	NOUN
ajoaa-1649	303	5	chirwa	chirwa	NOUN
ajoaa-1649	303	6	,	,	PUNCT
ajoaa-1649	303	7	e.	e.	PROPN
ajoaa-1649	303	8	w.	w.	PROPN
ajoaa-1649	303	9	(	(	PUNCT
ajoaa-1649	303	10	2007	2007	NUM
ajoaa-1649	303	11	)	)	PUNCT
ajoaa-1649	303	12	.	.	PUNCT
ajoaa-1649	304	1	sources	source	NOUN
ajoaa-1649	304	2	of	of	ADP
ajoaa-1649	304	3	technical	technical	ADJ
ajoaa-1649	304	4	efficiency	efficiency	NOUN
ajoaa-1649	304	5	among	among	ADP
ajoaa-1649	304	6	smallholder	smallholder	NOUN
ajoaa-1649	304	7	maize	maize	NOUN
ajoaa-1649	304	8	farmers	farmer	NOUN
ajoaa-1649	304	9	in	in	ADP
ajoaa-1649	304	10	southernmalawi	southernmalawi	PROPN
ajoaa-1649	304	11	.	.	PUNCT
ajoaa-1649	305	1	african	african	ADJ
ajoaa-1649	305	2	economic	economic	ADJ
ajoaa-1649	305	3	research	research	PROPN
ajoaa-1649	305	4	consortium	consortium	PROPN
ajoaa-1649	305	5	,	,	PUNCT
ajoaa-1649	305	6	nairobi	nairobi	PROPN
ajoaa-1649	305	7	-	-	PUNCT
ajoaa-1649	305	8	kenya	kenya	PROPN
ajoaa-1649	305	9	,	,	PUNCT
ajoaa-1649	305	10	research	research	NOUN
ajoaa-1649	305	11	paper	paper	NOUN
ajoaa-1649	305	12	no.172	no.172	PROPN
ajoaa-1649	305	13	,	,	PUNCT
ajoaa-1649	305	14	9	9	NUM
ajoaa-1649	305	15	-	-	SYM
ajoaa-1649	305	16	14	14	NUM
ajoaa-1649	305	17	.	.	PUNCT
ajoaa-1649	305	18	view	view	NOUN
ajoaa-1649	305	19	at	at	ADP
ajoaa-1649	305	20	google	google	PROPN
ajoaa-1649	305	21	scholar	scholar	NOUN
ajoaa-1649	305	22	/	/	SYM
ajoaa-1649	305	23	view	view	NOUN
ajoaa-1649	305	24	at	at	ADP
ajoaa-1649	305	25	publisher	publisher	NOUN
ajoaa-1649	305	26	coelli	coelli	PROPN
ajoaa-1649	305	27	,	,	PUNCT
ajoaa-1649	305	28	t.	t.	PROPN
ajoaa-1649	305	29	j.	j.	PROPN
ajoaa-1649	305	30	,	,	PUNCT
ajoaa-1649	305	31	prasadarao	prasadarao	PROPN
ajoaa-1649	305	32	,	,	PUNCT
ajoaa-1649	305	33	d.	d.	PROPN
ajoaa-1649	305	34	s.	s.	PROPN
ajoaa-1649	305	35	,	,	PUNCT
ajoaa-1649	305	36	o’donnell	o’donnell	PROPN
ajoaa-1649	305	37	,	,	PUNCT
ajoaa-1649	305	38	c.	c.	PROPN
ajoaa-1649	305	39	j.	j.	PROPN
ajoaa-1649	305	40	,	,	PUNCT
ajoaa-1649	305	41	&	&	CCONJ
ajoaa-1649	305	42	battese	battese	PROPN
ajoaa-1649	305	43	,	,	PUNCT
ajoaa-1649	305	44	g.	g.	PROPN
ajoaa-1649	305	45	e.	e.	PROPN
ajoaa-1649	305	46	(	(	PUNCT
ajoaa-1649	305	47	2005	2005	NUM
ajoaa-1649	305	48	)	)	PUNCT
ajoaa-1649	305	49	.	.	PUNCT
ajoaa-1649	306	1	an	an	DET
ajoaa-1649	306	2	introduction	introduction	NOUN
ajoaa-1649	306	3	to	to	ADP
ajoaa-1649	306	4	efficiency	efficiency	NOUN
ajoaa-1649	306	5	and	and	CCONJ
ajoaa-1649	306	6	productivity	productivity	NOUN
ajoaa-1649	306	7	analysis	analysis	NOUN
ajoaa-1649	306	8	.	.	PUNCT
ajoaa-1649	307	1	second	second	ADJ
ajoaa-1649	307	2	edition	edition	PROPN
ajoaa-1649	307	3	.	.	PUNCT
ajoaa-1649	308	1	springer	springer	NOUN
ajoaa-1649	308	2	science	science	PROPN
ajoaa-1649	308	3	and	and	CCONJ
ajoaa-1649	308	4	business	business	NOUN
ajoaa-1649	308	5	media	medium	NOUN
ajoaa-1649	308	6	,	,	PUNCT
ajoaa-1649	308	7	new	new	PROPN
ajoaa-1649	308	8	york	york	PROPN
ajoaa-1649	308	9	,	,	PUNCT
ajoaa-1649	308	10	usa	usa	PROPN
ajoaa-1649	308	11	,	,	PUNCT
ajoaa-1649	308	12	14	14	NUM
ajoaa-1649	308	13	.	.	PUNCT
ajoaa-1649	309	1	view	view	NOUN
ajoaa-1649	309	2	at	at	ADP
ajoaa-1649	309	3	google	google	PROPN
ajoaa-1649	309	4	scholar	scholar	NOUN
ajoaa-1649	309	5	/	/	SYM
ajoaa-1649	309	6	view	view	NOUN
ajoaa-1649	309	7	at	at	ADP
ajoaa-1649	309	8	publisher	publisher	NOUN
ajoaa-1649	309	9	fanrpan	fanrpan	PROPN
ajoaa-1649	309	10	(	(	PUNCT
ajoaa-1649	309	11	2012	2012	NUM
ajoaa-1649	309	12	)	)	PUNCT
ajoaa-1649	309	13	.	.	PUNCT
ajoaa-1649	310	1	food	food	NOUN
ajoaa-1649	310	2	agriculture	agriculture	NOUN
ajoaa-1649	310	3	and	and	CCONJ
ajoaa-1649	310	4	natural	natural	ADJ
ajoaa-1649	310	5	resources	resource	NOUN
ajoaa-1649	310	6	policy	policy	NOUN
ajoaa-1649	310	7	analysis	analysis	NOUN
ajoaa-1649	310	8	network	network	NOUN
ajoaa-1649	310	9	.	.	PUNCT
ajoaa-1649	311	1	current	current	ADJ
ajoaa-1649	311	2	and	and	CCONJ
ajoaa-1649	311	3	emerging	emerge	VERB
ajoaa-1649	311	4	youth	youth	NOUN
ajoaa-1649	311	5	policies	policy	NOUN
ajoaa-1649	311	6	and	and	CCONJ
ajoaa-1649	311	7	initiatives	initiative	NOUN
ajoaa-1649	311	8	with	with	ADP
ajoaa-1649	311	9	a	a	DET
ajoaa-1649	311	10	special	special	ADJ
ajoaa-1649	311	11	focus	focus	NOUN
ajoaa-1649	311	12	and	and	CCONJ
ajoaa-1649	311	13	links	link	NOUN
ajoaa-1649	311	14	to	to	ADP
ajoaa-1649	311	15	agriculture	agriculture	NOUN
ajoaa-1649	311	16	.	.	PUNCT
ajoaa-1649	312	1	tanzania	tanzania	PROPN
ajoaa-1649	312	2	(	(	PUNCT
ajoaa-1649	312	3	mainland	mainland	NOUN
ajoaa-1649	312	4	)	)	PUNCT
ajoaa-1649	312	5	case	case	NOUN
ajoaa-1649	312	6	study	study	NOUN
ajoaa-1649	312	7	draft	draft	NOUN
ajoaa-1649	312	8	report	report	NOUN
ajoaa-1649	312	9	.	.	PUNCT
ajoaa-1649	313	1	10	10	NUM
ajoaa-1649	313	2	-	-	SYM
ajoaa-1649	313	3	33	33	NUM
ajoaa-1649	313	4	.	.	PUNCT
ajoaa-1649	313	5	view	view	NOUN
ajoaa-1649	313	6	at	at	ADP
ajoaa-1649	313	7	google	google	PROPN
ajoaa-1649	313	8	scholar	scholar	PROPN
ajoaa-1649	313	9	fao	fao	PROPN
ajoaa-1649	313	10	:	:	PUNCT
ajoaa-1649	313	11	food	food	NOUN
ajoaa-1649	313	12	and	and	CCONJ
ajoaa-1649	313	13	agriculture	agriculture	NOUN
ajoaa-1649	313	14	organization	organization	NOUN
ajoaa-1649	313	15	(	(	PUNCT
ajoaa-1649	313	16	2015	2015	NUM
ajoaa-1649	313	17	)	)	PUNCT
ajoaa-1649	313	18	.	.	PUNCT
ajoaa-1649	314	1	the	the	DET
ajoaa-1649	314	2	maize	maize	NOUN
ajoaa-1649	314	3	value	value	NOUN
ajoaa-1649	314	4	chain	chain	NOUN
ajoaa-1649	314	5	in	in	ADP
ajoaa-1649	314	6	tanzania	tanzania	PROPN
ajoaa-1649	314	7	.	.	PUNCT
ajoaa-1649	315	1	a	a	DET
ajoaa-1649	315	2	report	report	NOUN
ajoaa-1649	315	3	from	from	ADP
ajoaa-1649	315	4	the	the	DET
ajoaa-1649	315	5	southern	southern	PROPN
ajoaa-1649	315	6	highlands	highlands	PROPN
ajoaa-1649	315	7	food	food	PROPN
ajoaa-1649	315	8	systems	system	NOUN
ajoaa-1649	315	9	program	program	NOUN
ajoaa-1649	315	10	.	.	PUNCT
ajoaa-1649	316	1	1	1	NUM
ajoaa-1649	316	2	-	-	SYM
ajoaa-1649	316	3	18	18	NUM
ajoaa-1649	316	4	.	.	PUNCT
ajoaa-1649	316	5	view	view	NOUN
ajoaa-1649	316	6	at	at	ADP
ajoaa-1649	316	7	google	google	PROPN
ajoaa-1649	316	8	scholar	scholar	PROPN
ajoaa-1649	316	9	fao	fao	PROPN
ajoaa-1649	316	10	:	:	PUNCT
ajoaa-1649	316	11	food	food	NOUN
ajoaa-1649	316	12	and	and	CCONJ
ajoaa-1649	316	13	agriculture	agriculture	NOUN
ajoaa-1649	316	14	organization	organization	NOUN
ajoaa-1649	316	15	(	(	PUNCT
ajoaa-1649	316	16	2017	2017	NUM
ajoaa-1649	316	17	)	)	PUNCT
ajoaa-1649	316	18	.	.	PUNCT
ajoaa-1649	317	1	the	the	DET
ajoaa-1649	317	2	united	united	PROPN
ajoaa-1649	317	3	rupublic	rupublic	PROPN
ajoaa-1649	317	4	of	of	ADP
ajoaa-1649	317	5	tanzania	tanzania	PROPN
ajoaa-1649	317	6	.	.	PUNCT
ajoaa-1649	318	1	country	country	NOUN
ajoaa-1649	318	2	brief	brief	ADJ
ajoaa-1649	318	3	on	on	ADP
ajoaa-1649	318	4	cereal	cereal	NOUN
ajoaa-1649	318	5	production	production	NOUN
ajoaa-1649	318	6	report	report	NOUN
ajoaa-1649	318	7	.	.	PUNCT
ajoaa-1649	319	1	view	view	NOUN
ajoaa-1649	319	2	at	at	ADP
ajoaa-1649	319	3	google	google	PROPN
ajoaa-1649	319	4	scholar	scholar	PROPN
ajoaa-1649	319	5	farrell	farrell	PROPN
ajoaa-1649	319	6	,	,	PUNCT
ajoaa-1649	319	7	m.	m.	NOUN
ajoaa-1649	319	8	j.	j.	PROPN
ajoaa-1649	319	9	(	(	PUNCT
ajoaa-1649	319	10	1957	1957	NUM
ajoaa-1649	319	11	)	)	PUNCT
ajoaa-1649	319	12	.	.	PUNCT
ajoaa-1649	320	1	the	the	DET
ajoaa-1649	320	2	measurement	measurement	NOUN
ajoaa-1649	320	3	of	of	ADP
ajoaa-1649	320	4	productive	productive	ADJ
ajoaa-1649	320	5	efficiency	efficiency	NOUN
ajoaa-1649	320	6	.	.	PUNCT
ajoaa-1649	321	1	journal	journal	NOUN
ajoaa-1649	321	2	of	of	ADP
ajoaa-1649	321	3	the	the	DET
ajoaa-1649	321	4	royal	royal	ADJ
ajoaa-1649	321	5	statistical	statistical	ADJ
ajoaa-1649	321	6	society	society	NOUN
ajoaa-1649	321	7	,	,	PUNCT
ajoaa-1649	321	8	120(3	120(3	NUM
ajoaa-1649	321	9	)	)	PUNCT
ajoaa-1649	321	10	,	,	PUNCT
ajoaa-1649	321	11	253	253	NUM
ajoaa-1649	321	12	-	-	SYM
ajoaa-1649	321	13	290	290	NUM
ajoaa-1649	321	14	.	.	PUNCT
ajoaa-1649	322	1	view	view	NOUN
ajoaa-1649	322	2	at	at	ADP
ajoaa-1649	322	3	google	google	PROPN
ajoaa-1649	322	4	scholar	scholar	NOUN
ajoaa-1649	322	5	/	/	SYM
ajoaa-1649	322	6	view	view	NOUN
ajoaa-1649	322	7	at	at	ADP
ajoaa-1649	322	8	publisher	publisher	NOUN
ajoaa-1649	322	9	føsund	føsund	PROPN
ajoaa-1649	322	10	,	,	PUNCT
ajoaa-1649	322	11	f.	f.	PROPN
ajoaa-1649	322	12	r.	r.	PROPN
ajoaa-1649	322	13	,	,	PUNCT
ajoaa-1649	322	14	&	&	CCONJ
ajoaa-1649	322	15	hjalmarsson	hjalmarsson	PROPN
ajoaa-1649	322	16	,	,	PUNCT
ajoaa-1649	322	17	l.	l.	PROPN
ajoaa-1649	322	18	(	(	PUNCT
ajoaa-1649	322	19	1977	1977	NUM
ajoaa-1649	322	20	)	)	PUNCT
ajoaa-1649	322	21	.	.	PUNCT
ajoaa-1649	323	1	frontier	frontier	NOUN
ajoaa-1649	323	2	production	production	NOUN
ajoaa-1649	323	3	function	function	NOUN
ajoaa-1649	323	4	and	and	CCONJ
ajoaa-1649	323	5	technical	technical	ADJ
ajoaa-1649	323	6	progress	progress	NOUN
ajoaa-1649	323	7	:	:	PUNCT
ajoaa-1649	323	8	a	a	DET
ajoaa-1649	323	9	study	study	NOUN
ajoaa-1649	323	10	of	of	ADP
ajoaa-1649	323	11	general	general	ADJ
ajoaa-1649	323	12	milk	milk	NOUN
ajoaa-1649	323	13	processing	processing	NOUN
ajoaa-1649	323	14	in	in	ADP
ajoaa-1649	323	15	swedish	swedish	ADJ
ajoaa-1649	323	16	dairy	dairy	NOUN
ajoaa-1649	323	17	plants	plant	NOUN
ajoaa-1649	323	18	.	.	PUNCT
ajoaa-1649	324	1	swedish	swedish	ADJ
ajoaa-1649	324	2	working	working	PROPN
ajoaa-1649	324	3	paper	paper	PROPN
ajoaa-1649	324	4	no.16	no.16	PROPN
ajoaa-1649	324	5	,	,	PUNCT
ajoaa-1649	324	6	29	29	NUM
ajoaa-1649	324	7	.	.	PUNCT
ajoaa-1649	324	8	view	view	NOUN
ajoaa-1649	324	9	at	at	ADP
ajoaa-1649	324	10	google	google	PROPN
ajoaa-1649	324	11	scholar	scholar	NOUN
ajoaa-1649	324	12	/	/	SYM
ajoaa-1649	324	13	view	view	NOUN
ajoaa-1649	324	14	at	at	ADP
ajoaa-1649	324	15	publisher	publisher	PROPN
ajoaa-1649	324	16	geta	geta	PROPN
ajoaa-1649	324	17	,	,	PUNCT
ajoaa-1649	324	18	e.	e.	PROPN
ajoaa-1649	324	19	,	,	PUNCT
ajoaa-1649	324	20	bogale	bogale	NOUN
ajoaa-1649	324	21	,	,	PUNCT
ajoaa-1649	324	22	a.	a.	NOUN
ajoaa-1649	324	23	,	,	PUNCT
ajoaa-1649	324	24	kassa	kassa	PROPN
ajoaa-1649	324	25	,	,	PUNCT
ajoaa-1649	324	26	b.	b.	PROPN
ajoaa-1649	324	27	,	,	PUNCT
ajoaa-1649	324	28	&	&	CCONJ
ajoaa-1649	324	29	elias	elias	PROPN
ajoaa-1649	324	30	,	,	PUNCT
ajoaa-1649	324	31	e.	e.	PROPN
ajoaa-1649	324	32	(	(	PUNCT
ajoaa-1649	324	33	2013	2013	NUM
ajoaa-1649	324	34	)	)	PUNCT
ajoaa-1649	324	35	.	.	PUNCT
ajoaa-1649	325	1	productivity	productivity	NOUN
ajoaa-1649	325	2	and	and	CCONJ
ajoaa-1649	325	3	efficiency	efficiency	NOUN
ajoaa-1649	325	4	analysis	analysis	NOUN
ajoaa-1649	325	5	of	of	ADP
ajoaa-1649	325	6	smallholder	smallholder	NOUN
ajoaa-1649	325	7	maize	maize	NOUN
ajoaa-1649	325	8	producers	producer	NOUN
ajoaa-1649	325	9	in	in	ADP
ajoaa-1649	325	10	southern	southern	ADJ
ajoaa-1649	325	11	ethiopia	ethiopia	PROPN
ajoaa-1649	325	12	.	.	PUNCT
ajoaa-1649	326	1	journal	journal	PROPN
ajoaa-1649	326	2	of	of	ADP
ajoaa-1649	326	3	human	human	ADJ
ajoaa-1649	326	4	ecology	ecology	NOUN
ajoaa-1649	326	5	,	,	PUNCT
ajoaa-1649	326	6	41(1	41(1	NUM
ajoaa-1649	326	7	)	)	PUNCT
ajoaa-1649	326	8	,	,	PUNCT
ajoaa-1649	326	9	6774	6774	NUM
ajoaa-1649	326	10	.	.	PUNCT
ajoaa-1649	327	1	view	view	NOUN
ajoaa-1649	327	2	at	at	ADP
ajoaa-1649	327	3	google	google	PROPN
ajoaa-1649	327	4	scholar	scholar	NOUN
ajoaa-1649	327	5	/	/	SYM
ajoaa-1649	327	6	view	view	NOUN
ajoaa-1649	327	7	at	at	ADP
ajoaa-1649	327	8	publisher	publisher	NOUN
ajoaa-1649	327	9	girabi	girabi	NOUN
ajoaa-1649	327	10	,	,	PUNCT
ajoaa-1649	327	11	f.	f.	PROPN
ajoaa-1649	327	12	,	,	PUNCT
ajoaa-1649	327	13	&	&	CCONJ
ajoaa-1649	327	14	mwakaje	mwakaje	PROPN
ajoaa-1649	327	15	,	,	PUNCT
ajoaa-1649	327	16	a.	a.	PROPN
ajoaa-1649	327	17	e.	e.	PROPN
ajoaa-1649	327	18	g.	g.	PROPN
ajoaa-1649	327	19	(	(	PUNCT
ajoaa-1649	327	20	2013	2013	NUM
ajoaa-1649	327	21	)	)	PUNCT
ajoaa-1649	327	22	.	.	PUNCT
ajoaa-1649	328	1	impact	impact	NOUN
ajoaa-1649	328	2	of	of	ADP
ajoaa-1649	328	3	microfinance	microfinance	NOUN
ajoaa-1649	328	4	on	on	ADP
ajoaa-1649	328	5	smallholder	smallholder	NOUN
ajoaa-1649	328	6	farm	farm	NOUN
ajoaa-1649	328	7	productivity	productivity	NOUN
ajoaa-1649	328	8	in	in	ADP
ajoaa-1649	328	9	tanzania	tanzania	PROPN
ajoaa-1649	328	10	:	:	PUNCT
ajoaa-1649	328	11	the	the	DET
ajoaa-1649	328	12	case	case	NOUN
ajoaa-1649	328	13	of	of	ADP
ajoaa-1649	328	14	iramba	iramba	ADJ
ajoaa-1649	328	15	district	district	NOUN
ajoaa-1649	328	16	.	.	PUNCT
ajoaa-1649	329	1	asian	asian	ADJ
ajoaa-1649	329	2	economic	economic	ADJ
ajoaa-1649	329	3	and	and	CCONJ
ajoaa-1649	329	4	financial	financial	ADJ
ajoaa-1649	329	5	review	review	NOUN
ajoaa-1649	329	6	,	,	PUNCT
ajoaa-1649	329	7	3(2	3(2	NUM
ajoaa-1649	329	8	)	)	PUNCT
ajoaa-1649	329	9	,	,	PUNCT
ajoaa-1649	329	10	227242	227242	NUM
ajoaa-1649	329	11	.	.	PUNCT
ajoaa-1649	330	1	view	view	NOUN
ajoaa-1649	330	2	at	at	ADP
ajoaa-1649	330	3	google	google	PROPN
ajoaa-1649	330	4	scholar	scholar	NOUN
ajoaa-1649	330	5	green	green	NOUN
ajoaa-1649	330	6	,	,	PUNCT
ajoaa-1649	330	7	w.	w.	PROPN
ajoaa-1649	330	8	h.	h.	PROPN
ajoaa-1649	330	9	(	(	PUNCT
ajoaa-1649	330	10	2008	2008	NUM
ajoaa-1649	330	11	)	)	PUNCT
ajoaa-1649	330	12	.	.	PUNCT
ajoaa-1649	331	1	the	the	DET
ajoaa-1649	331	2	econometric	econometric	ADJ
ajoaa-1649	331	3	approach	approach	NOUN
ajoaa-1649	331	4	to	to	ADP
ajoaa-1649	331	5	efficiency	efficiency	NOUN
ajoaa-1649	331	6	analysis	analysis	NOUN
ajoaa-1649	331	7	.	.	PUNCT
ajoaa-1649	332	1	chapter	chapter	NOUN
ajoaa-1649	332	2	two	two	NUM
ajoaa-1649	332	3	in	in	ADP
ajoaa-1649	332	4	the	the	DET
ajoaa-1649	332	5	measurement	measurement	NOUN
ajoaa-1649	332	6	of	of	ADP
ajoaa-1649	332	7	efficiency	efficiency	NOUN
ajoaa-1649	332	8	,	,	PUNCT
ajoaa-1649	332	9	oxford	oxford	PROPN
ajoaa-1649	332	10	university	university	PROPN
ajoaa-1649	332	11	press	press	NOUN
ajoaa-1649	332	12	,	,	PUNCT
ajoaa-1649	332	13	3	3	NUM
ajoaa-1649	332	14	-	-	SYM
ajoaa-1649	332	15	25	25	NUM
ajoaa-1649	332	16	.	.	PUNCT
ajoaa-1649	332	17	view	view	NOUN
ajoaa-1649	332	18	at	at	ADP
ajoaa-1649	332	19	google	google	PROPN
ajoaa-1649	332	20	scholar	scholar	NOUN
ajoaa-1649	332	21	/	/	SYM
ajoaa-1649	332	22	view	view	NOUN
ajoaa-1649	332	23	at	at	ADP
ajoaa-1649	332	24	publisher	publisher	NOUN
ajoaa-1649	332	25	hepelwa	hepelwa	NOUN
ajoaa-1649	332	26	,	,	PUNCT
ajoaa-1649	332	27	a.	a.	PROPN
ajoaa-1649	332	28	s.	s.	PROPN
ajoaa-1649	332	29	,	,	PUNCT
ajoaa-1649	332	30	selejio	selejio	NOUN
ajoaa-1649	332	31	,	,	PUNCT
ajoaa-1649	332	32	o.	o.	PROPN
ajoaa-1649	332	33	,	,	PUNCT
ajoaa-1649	332	34	&	&	CCONJ
ajoaa-1649	332	35	mduma	mduma	PROPN
ajoaa-1649	332	36	,	,	PUNCT
ajoaa-1649	332	37	j.	j.	PROPN
ajoaa-1649	332	38	k.	k.	PROPN
ajoaa-1649	332	39	(	(	PUNCT
ajoaa-1649	332	40	2013	2013	NUM
ajoaa-1649	332	41	)	)	PUNCT
ajoaa-1649	332	42	.	.	PUNCT
ajoaa-1649	333	1	the	the	DET
ajoaa-1649	333	2	voucher	voucher	ADJ
ajoaa-1649	333	3	system	system	NOUN
ajoaa-1649	333	4	and	and	CCONJ
ajoaa-1649	333	5	the	the	DET
ajoaa-1649	333	6	agricultural	agricultural	ADJ
ajoaa-1649	333	7	production	production	NOUN
ajoaa-1649	333	8	in	in	ADP
ajoaa-1649	333	9	tanzania	tanzania	PROPN
ajoaa-1649	333	10	.	.	PUNCT
ajoaa-1649	333	11	is	be	AUX
ajoaa-1649	333	12	the	the	DET
ajoaa-1649	333	13	model	model	NOUN
ajoaa-1649	333	14	adopted	adopt	VERB
ajoaa-1649	333	15	effective	effective	ADJ
ajoaa-1649	333	16	,	,	PUNCT
ajoaa-1649	333	17	1	1	NUM
ajoaa-1649	333	18	-	-	SYM
ajoaa-1649	333	19	22	22	NUM
ajoaa-1649	333	20	.	.	PUNCT
ajoaa-1649	334	1	view	view	NOUN
ajoaa-1649	334	2	at	at	ADP
ajoaa-1649	334	3	google	google	PROPN
ajoaa-1649	334	4	scholar	scholar	PROPN
ajoaa-1649	334	5	jandrow	jandrow	NOUN
ajoaa-1649	334	6	,	,	PUNCT
ajoaa-1649	334	7	j.	j.	PROPN
ajoaa-1649	334	8	,	,	PUNCT
ajoaa-1649	334	9	lovell	lovell	PROPN
ajoaa-1649	334	10	.	.	PROPN
ajoaa-1649	334	11	,	,	PUNCT
ajoaa-1649	334	12	c.	c.	PROPN
ajoaa-1649	334	13	a.	a.	PROPN
ajoaa-1649	334	14	k.	k.	PROPN
ajoaa-1649	334	15	,	,	PUNCT
ajoaa-1649	334	16	materov	materov	PROPN
ajoaa-1649	334	17	i.	i.	PROPN
ajoaa-1649	334	18	s.	s.	PROPN
ajoaa-1649	334	19	,	,	PUNCT
ajoaa-1649	334	20	&	&	CCONJ
ajoaa-1649	334	21	schmidt	schmidt	PROPN
ajoaa-1649	334	22	,	,	PUNCT
ajoaa-1649	334	23	p.	p.	NOUN
ajoaa-1649	334	24	(	(	PUNCT
ajoaa-1649	334	25	1982	1982	NUM
ajoaa-1649	334	26	)	)	PUNCT
ajoaa-1649	334	27	.	.	PUNCT
ajoaa-1649	335	1	on	on	ADP
ajoaa-1649	335	2	the	the	DET
ajoaa-1649	335	3	estimation	estimation	NOUN
ajoaa-1649	335	4	of	of	ADP
ajoaa-1649	335	5	technical	technical	ADJ
ajoaa-1649	335	6	inefficiency	inefficiency	NOUN
ajoaa-1649	335	7	in	in	ADP
ajoaa-1649	335	8	the	the	DET
ajoaa-1649	335	9	stochastic	stochastic	ADJ
ajoaa-1649	335	10	frontier	frontier	NOUN
ajoaa-1649	335	11	production	production	NOUN
ajoaa-1649	335	12	function	function	NOUN
ajoaa-1649	335	13	.	.	PUNCT
ajoaa-1649	336	1	journal	journal	PROPN
ajoaa-1649	336	2	of	of	ADP
ajoaa-1649	336	3	econometrics	econometric	NOUN
ajoaa-1649	336	4	,	,	PUNCT
ajoaa-1649	336	5	19	19	NUM
ajoaa-1649	336	6	,	,	PUNCT
ajoaa-1649	336	7	233238	233238	NUM
ajoaa-1649	336	8	.	.	PUNCT
ajoaa-1649	337	1	view	view	NOUN
ajoaa-1649	337	2	at	at	ADP
ajoaa-1649	337	3	google	google	PROPN
ajoaa-1649	337	4	scholar	scholar	NOUN
ajoaa-1649	337	5	katundu	katundu	NOUN
ajoaa-1649	337	6	,	,	PUNCT
ajoaa-1649	337	7	m.	m.	NOUN
ajoaa-1649	337	8	a.	a.	PROPN
ajoaa-1649	337	9	,	,	PUNCT
ajoaa-1649	337	10	mhina	mhina	PROPN
ajoaa-1649	337	11	,	,	PUNCT
ajoaa-1649	337	12	m.	m.	NOUN
ajoaa-1649	337	13	l.	l.	PROPN
ajoaa-1649	337	14	,	,	PUNCT
ajoaa-1649	337	15	mbeiyererwa	mbeiyererwa	PROPN
ajoaa-1649	337	16	,	,	PUNCT
ajoaa-1649	337	17	a.	a.	NOUN
ajoaa-1649	337	18	g.	g.	PROPN
ajoaa-1649	337	19	,	,	PUNCT
ajoaa-1649	337	20	&	&	CCONJ
ajoaa-1649	337	21	kumburu	kumburu	PROPN
ajoaa-1649	337	22	,	,	PUNCT
ajoaa-1649	337	23	n.	n.	PROPN
ajoaa-1649	337	24	p.	p.	PROPN
ajoaa-1649	337	25	(	(	PUNCT
ajoaa-1649	337	26	2013	2013	NUM
ajoaa-1649	337	27	)	)	PUNCT
ajoaa-1649	337	28	.	.	PUNCT
ajoaa-1649	338	1	socio	socio	VERB
ajoaa-1649	338	2	economic	economic	ADJ
ajoaa-1649	338	3	factors	factor	NOUN
ajoaa-1649	338	4	limiting	limit	VERB
ajoaa-1649	338	5	smallholder	smallholder	NOUN
ajoaa-1649	338	6	groundnut	groundnut	NOUN
ajoaa-1649	338	7	production	production	NOUN
ajoaa-1649	338	8	in	in	ADP
ajoaa-1649	338	9	tabora	tabora	PROPN
ajoaa-1649	338	10	region	region	NOUN
ajoaa-1649	338	11	.	.	PUNCT
ajoaa-1649	339	1	draft	draft	NOUN
ajoaa-1649	339	2	report	report	NOUN
ajoaa-1649	339	3	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+stochastic+frontier+production+function%3a+incorporating+a+model+for+technical+inefficiency+effects%2c+&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+stochastic+frontier+production+function%3a+incorporating+a+model+for+technical+inefficiency+effects%2c+&btng=	PROPN
ajoaa-1649	339	4	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+model+for+technical+inefficiency+effect+in+a+stochastic+frontier+production+function+for+panel+data&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+model+for+technical+inefficiency+effect+in+a+stochastic+frontier+production+function+for+panel+data&btng=	PROPN
ajoaa-1649	339	5	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+model+for+technical+inefficiency+effect+in+a+stochastic+frontier+production+function+for+panel+data&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=a+model+for+technical+inefficiency+effect+in+a+stochastic+frontier+production+function+for+panel+data&btng=	PROPN
ajoaa-1649	339	6	https://doi.org/10.1007/bf01205442	https://doi.org/10.1007/bf01205442	X
ajoaa-1649	339	7	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical%2c+economic+and+allocative+efficiency+in+peasant+farming%3a+evidence+from+the+dominican+republic&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical%2c+economic+and+allocative+efficiency+in+peasant+farming%3a+evidence+from+the+dominican+republic&btng=	VERB
ajoaa-1649	339	8	https://doi.org/10.1111/j.1746-1049.1997.tb01186.x	https://doi.org/10.1111/j.1746-1049.1997.tb01186.x	PROPN
ajoaa-1649	339	9	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=the+groundnut+client+oriented+research+in+tabora%3a+tanzania&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=the+groundnut+client+oriented+research+in+tabora%3a+tanzania&btng=	PROPN
ajoaa-1649	339	10	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=perceptions+on+indigenous+fruits+processing+in+sikonge+distric+in+tanzania%3a+is+it+sustainable%3f%2c+&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=perceptions+on+indigenous+fruits+processing+in+sikonge+distric+in+tanzania%3a+is+it+sustainable%3f%2c+&btng=	NOUN
ajoaa-1649	339	11	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+and+allocative+efficiency+of+smallholder+maize+farmers+in+zambia&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+and+allocative+efficiency+of+smallholder+maize+farmers+in+zambia&btng=	PROPN
ajoaa-1649	339	12	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+and+allocative+efficiency+of+smallholder+maize+farmers+in+zambia&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=technical+and+allocative+efficiency+of+smallholder+maize+farmers+in+zambia&btng=	ADJ
ajoaa-1649	339	13	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=sources+of+technical+efficiency+among+smallholder+maize+farmers+in+southern-malawi.&btng=	https://scholar.google.com.pk/scholar?hl=en&as_sdt=0%2c5&q=sources+of+technical+efficiency+among+smallholder+maize+farmers+in+southern-malawi.&btng=	PROPN
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ajoaa-1649	363	4	,	,	PUNCT
ajoaa-1649	363	5	18(2	18(2	NUM
ajoaa-1649	363	6	)	)	PUNCT
ajoaa-1649	363	7	,	,	PUNCT
ajoaa-1649	363	8	435	435	NUM
ajoaa-1649	363	9	-	-	SYM
ajoaa-1649	363	10	444	444	NUM
ajoaa-1649	363	11	.	.	PUNCT
ajoaa-1649	363	12	view	view	NOUN
ajoaa-1649	363	13	at	at	ADP
ajoaa-1649	363	14	google	google	PROPN
ajoaa-1649	363	15	scholar	scholar	NOUN
ajoaa-1649	363	16	/	/	SYM
ajoaa-1649	363	17	view	view	NOUN
ajoaa-1649	363	18	at	at	ADP
ajoaa-1649	363	19	publisher	publisher	NOUN
ajoaa-1649	363	20	msuya	msuya	PROPN
ajoaa-1649	363	21	,	,	PUNCT
ajoaa-1649	363	22	e.	e.	PROPN
ajoaa-1649	363	23	e.	e.	PROPN
ajoaa-1649	363	24	,	,	PUNCT
ajoaa-1649	363	25	hisano	hisano	PROPN
ajoaa-1649	363	26	,	,	PUNCT
ajoaa-1649	363	27	s.	s.	PROPN
ajoaa-1649	363	28	,	,	PUNCT
ajoaa-1649	363	29	&	&	CCONJ
ajoaa-1649	363	30	nariu	nariu	PROPN
ajoaa-1649	363	31	,	,	PUNCT
ajoaa-1649	363	32	t.	t.	PROPN
ajoaa-1649	363	33	(	(	PUNCT
ajoaa-1649	363	34	2008	2008	NUM
ajoaa-1649	363	35	)	)	PUNCT
ajoaa-1649	363	36	.	.	PUNCT
ajoaa-1649	364	1	explaining	explain	VERB
ajoaa-1649	364	2	productivity	productivity	NOUN
ajoaa-1649	364	3	variation	variation	NOUN
ajoaa-1649	364	4	among	among	ADP
ajoaa-1649	364	5	smallholder	smallholder	NOUN
ajoaa-1649	364	6	maize	maize	NOUN
ajoaa-1649	364	7	farmers	farmer	NOUN
ajoaa-1649	364	8	in	in	ADP
ajoaa-1649	364	9	tanzania	tanzania	PROPN
ajoaa-1649	364	10	.	.	PUNCT
ajoaa-1649	365	1	paper	paper	PROPN
ajoaa-1649	365	2	presented	present	VERB
ajoaa-1649	365	3	in	in	ADP
ajoaa-1649	365	4	the	the	DET
ajoaa-1649	365	5	xii	xii	PROPN
ajoaa-1649	365	6	world	world	PROPN
ajoaa-1649	365	7	congress	congress	PROPN
ajoaa-1649	365	8	of	of	ADP
ajoaa-1649	365	9	rural	rural	ADJ
ajoaa-1649	365	10	sociology	sociology	NOUN
ajoaa-1649	365	11	of	of	ADP
ajoaa-1649	365	12	the	the	DET
ajoaa-1649	365	13	international	international	ADJ
ajoaa-1649	365	14	rural	rural	ADJ
ajoaa-1649	365	15	sociology	sociology	NOUN
ajoaa-1649	365	16	association	association	PROPN
ajoaa-1649	365	17	,	,	PUNCT
ajoaa-1649	365	18	goyang	goyang	PROPN
ajoaa-1649	365	19	,	,	PUNCT
ajoaa-1649	365	20	korea	korea	PROPN
ajoaa-1649	365	21	in	in	ADP
ajoaa-1649	365	22	7	7	NUM
ajoaa-1649	365	23	-	-	SYM
ajoaa-1649	365	24	24	24	NUM
ajoaa-1649	365	25	.	.	PUNCT
ajoaa-1649	365	26	view	view	NOUN
ajoaa-1649	365	27	at	at	ADP
ajoaa-1649	365	28	google	google	PROPN
ajoaa-1649	365	29	scholar	scholar	PROPN
ajoaa-1649	365	30	pitt	pitt	PROPN
ajoaa-1649	365	31	,	,	PUNCT
ajoaa-1649	365	32	m.	m.	NOUN
ajoaa-1649	365	33	m.	m.	NOUN
ajoaa-1649	365	34	,	,	PUNCT
ajoaa-1649	365	35	&	&	CCONJ
ajoaa-1649	365	36	lee	lee	PROPN
ajoaa-1649	365	37	l.	l.	PROPN
ajoaa-1649	365	38	f.	f.	PROPN
ajoaa-1649	365	39	(	(	PUNCT
ajoaa-1649	365	40	1981	1981	NUM
ajoaa-1649	365	41	)	)	PUNCT
ajoaa-1649	365	42	.	.	PUNCT
ajoaa-1649	366	1	the	the	DET
ajoaa-1649	366	2	measurement	measurement	NOUN
ajoaa-1649	366	3	and	and	CCONJ
ajoaa-1649	366	4	sources	source	NOUN
ajoaa-1649	366	5	of	of	ADP
ajoaa-1649	366	6	technical	technical	ADJ
ajoaa-1649	366	7	inefficiency	inefficiency	NOUN
ajoaa-1649	366	8	in	in	ADP
ajoaa-1649	366	9	the	the	DET
ajoaa-1649	366	10	indonesian	indonesian	ADJ
ajoaa-1649	366	11	weaving	weaving	NOUN
ajoaa-1649	366	12	.	.	PUNCT
ajoaa-1649	367	1	journal	journal	PROPN
ajoaa-1649	367	2	of	of	ADP
ajoaa-1649	367	3	development	development	NOUN
ajoaa-1649	367	4	economics	economic	NOUN
ajoaa-1649	367	5	,	,	PUNCT
ajoaa-1649	367	6	9	9	NUM
ajoaa-1649	367	7	,	,	PUNCT
ajoaa-1649	367	8	north	north	NOUN
ajoaa-1649	367	9	-	-	PUNCT
ajoaa-1649	367	10	holland	holland	PROPN
ajoaa-1649	367	11	,	,	PUNCT
ajoaa-1649	367	12	43	43	NUM
ajoaa-1649	367	13	-	-	SYM
ajoaa-1649	367	14	58	58	NUM
ajoaa-1649	367	15	.	.	PUNCT
ajoaa-1649	368	1	view	view	NOUN
ajoaa-1649	368	2	at	at	ADP
ajoaa-1649	368	3	google	google	PROPN
ajoaa-1649	368	4	scholar	scholar	NOUN
ajoaa-1649	368	5	/	/	SYM
ajoaa-1649	368	6	view	view	NOUN
ajoaa-1649	368	7	at	at	ADP
ajoaa-1649	368	8	publisher	publisher	NOUN
ajoaa-1649	368	9	schmidt	schmidt	NOUN
ajoaa-1649	368	10	,	,	PUNCT
ajoaa-1649	368	11	p.	p.	PROPN
ajoaa-1649	368	12	,	,	PUNCT
ajoaa-1649	368	13	&	&	CCONJ
ajoaa-1649	368	14	lovell	lovell	PROPN
ajoaa-1649	368	15	,	,	PUNCT
ajoaa-1649	368	16	c.	c.	PROPN
ajoaa-1649	368	17	a.	a.	PROPN
ajoaa-1649	368	18	k.	k.	PROPN
ajoaa-1649	369	1	(	(	PUNCT
ajoaa-1649	369	2	1979	1979	NUM
ajoaa-1649	369	3	)	)	PUNCT
ajoaa-1649	369	4	.	.	PUNCT
ajoaa-1649	370	1	estimating	estimate	VERB
ajoaa-1649	370	2	technical	technical	ADJ
ajoaa-1649	370	3	and	and	CCONJ
ajoaa-1649	370	4	allocative	allocative	ADJ
ajoaa-1649	370	5	inefficiency	inefficiency	NOUN
ajoaa-1649	370	6	:	:	PUNCT
ajoaa-1649	370	7	relative	relative	ADJ
ajoaa-1649	370	8	to	to	ADP
ajoaa-1649	370	9	stochastic	stochastic	ADJ
ajoaa-1649	370	10	production	production	NOUN
ajoaa-1649	370	11	and	and	CCONJ
ajoaa-1649	370	12	cost	cost	NOUN
ajoaa-1649	370	13	frontiers	frontier	NOUN
ajoaa-1649	370	14	.	.	PUNCT
ajoaa-1649	371	1	journal	journal	PROPN
ajoaa-1649	371	2	of	of	ADP
ajoaa-1649	371	3	econometrics	econometric	NOUN
ajoaa-1649	371	4	,	,	PUNCT
ajoaa-1649	371	5	9	9	NUM
ajoaa-1649	371	6	,	,	PUNCT
ajoaa-1649	371	7	343	343	NUM
ajoaa-1649	371	8	-	-	SYM
ajoaa-1649	371	9	350	350	NUM
ajoaa-1649	371	10	.	.	PUNCT
ajoaa-1649	372	1	view	view	NOUN
ajoaa-1649	372	2	at	at	ADP
ajoaa-1649	372	3	google	google	PROPN
ajoaa-1649	372	4	scholar	scholar	NOUN
ajoaa-1649	372	5	/	/	SYM
ajoaa-1649	372	6	view	view	NOUN
ajoaa-1649	372	7	at	at	ADP
ajoaa-1649	372	8	publisher	publisher	NOUN
ajoaa-1649	372	9	shilda	shilda	NOUN
ajoaa-1649	372	10	:	:	PUNCT
ajoaa-1649	372	11	southern	southern	PROPN
ajoaa-1649	372	12	highlands	highlands	PROPN
ajoaa-1649	372	13	livestock	livestock	PROPN
ajoaa-1649	372	14	development	development	PROPN
ajoaa-1649	372	15	association	association	PROPN
ajoaa-1649	372	16	of	of	ADP
ajoaa-1649	372	17	tanzania	tanzania	PROPN
ajoaa-1649	372	18	(	(	PUNCT
ajoaa-1649	372	19	2012	2012	NUM
ajoaa-1649	372	20	)	)	PUNCT
ajoaa-1649	372	21	.	.	PUNCT
ajoaa-1649	373	1	understanding	understand	VERB
ajoaa-1649	373	2	the	the	DET
ajoaa-1649	373	3	dynamics	dynamic	NOUN
ajoaa-1649	373	4	of	of	ADP
ajoaa-1649	373	5	forced	force	VERB
ajoaa-1649	373	6	livestock	livestock	NOUN
ajoaa-1649	373	7	movements	movement	NOUN
ajoaa-1649	373	8	and	and	CCONJ
ajoaa-1649	373	9	pastoral	pastoral	ADJ
ajoaa-1649	373	10	livelihoods	livelihood	NOUN
ajoaa-1649	373	11	and	and	CCONJ
ajoaa-1649	373	12	future	future	ADJ
ajoaa-1649	373	13	development	development	NOUN
ajoaa-1649	373	14	options	option	NOUN
ajoaa-1649	373	15	in	in	ADP
ajoaa-1649	373	16	ruvuma	ruvuma	PROPN
ajoaa-1649	373	17	and	and	CCONJ
ajoaa-1649	373	18	lindi	lindi	PROPN
ajoaa-1649	373	19	regions	region	NOUN
ajoaa-1649	373	20	of	of	ADP
ajoaa-1649	373	21	tanzania	tanzania	PROPN
ajoaa-1649	373	22	.	.	PUNCT
ajoaa-1649	374	1	research	research	NOUN
ajoaa-1649	374	2	report	report	NOUN
ajoaa-1649	374	3	,	,	PUNCT
ajoaa-1649	374	4	7	7	NUM
ajoaa-1649	374	5	-	-	SYM
ajoaa-1649	374	6	41	41	NUM
ajoaa-1649	374	7	.	.	PUNCT
ajoaa-1649	375	1	view	view	NOUN
ajoaa-1649	375	2	at	at	ADP
ajoaa-1649	375	3	google	google	PROPN
ajoaa-1649	375	4	scholar	scholar	PROPN
ajoaa-1649	375	5	stata	stata	PROPN
ajoaa-1649	375	6	corp	corp	PROPN
ajoaa-1649	375	7	.	.	PROPN
ajoaa-1649	375	8	(	(	PUNCT
ajoaa-1649	375	9	2011	2011	NUM
ajoaa-1649	375	10	)	)	PUNCT
ajoaa-1649	375	11	.	.	PUNCT
ajoaa-1649	376	1	stata	stata	PROPN
ajoaa-1649	376	2	:	:	PUNCT
ajoaa-1649	376	3	release12	release12	VERB
ajoaa-1649	376	4	.	.	PUNCT
ajoaa-1649	377	1	statistical	statistical	ADJ
ajoaa-1649	377	2	software	software	NOUN
ajoaa-1649	377	3	.	.	PUNCT
ajoaa-1649	378	1	college	college	NOUN
ajoaa-1649	378	2	station	station	NOUN
ajoaa-1649	378	3	,	,	PUNCT
ajoaa-1649	378	4	tx	tx	PROPN
ajoaa-1649	378	5	:	:	PUNCT
ajoaa-1649	378	6	563	563	NUM
ajoaa-1649	378	7	-	-	SYM
ajoaa-1649	378	8	568	568	NUM
ajoaa-1649	378	9	.	.	PUNCT
ajoaa-1649	379	1	view	view	NOUN
ajoaa-1649	379	2	at	at	ADP
ajoaa-1649	379	3	google	google	PROPN
ajoaa-1649	379	4	scholar	scholar	NOUN
ajoaa-1649	379	5	/	/	SYM
ajoaa-1649	379	6	view	view	NOUN
ajoaa-1649	379	7	at	at	ADP
ajoaa-1649	379	8	publisher	publisher	NOUN
ajoaa-1649	379	9	tarimo	tarimo	PROPN
ajoaa-1649	379	10	,	,	PUNCT
ajoaa-1649	379	11	b.	b.	PROPN
ajoaa-1649	379	12	,	,	PUNCT
ajoaa-1649	379	13	mtalo	mtalo	PROPN
ajoaa-1649	379	14	,	,	PUNCT
ajoaa-1649	379	15	e.	e.	PROPN
ajoaa-1649	379	16	,	,	PUNCT
ajoaa-1649	379	17	&	&	CCONJ
ajoaa-1649	379	18	liwa	liwa	PROPN
ajoaa-1649	379	19	,	,	PUNCT
ajoaa-1649	379	20	e.	e.	PROPN
ajoaa-1649	379	21	(	(	PUNCT
ajoaa-1649	379	22	2013	2013	NUM
ajoaa-1649	379	23	)	)	PUNCT
ajoaa-1649	379	24	.	.	PUNCT
ajoaa-1649	380	1	land	land	NOUN
ajoaa-1649	380	2	use	use	NOUN
ajoaa-1649	380	3	change	change	NOUN
ajoaa-1649	380	4	detected	detect	VERB
ajoaa-1649	380	5	and	and	CCONJ
ajoaa-1649	380	6	impact	impact	NOUN
ajoaa-1649	380	7	assessment	assessment	NOUN
ajoaa-1649	380	8	on	on	ADP
ajoaa-1649	380	9	an	an	DET
ajoaa-1649	380	10	agricultural	agricultural	ADJ
ajoaa-1649	380	11	area	area	NOUN
ajoaa-1649	380	12	.	.	PUNCT
ajoaa-1649	381	1	journal	journal	NOUN
ajoaa-1649	381	2	of	of	ADP
ajoaa-1649	381	3	sustainable	sustainable	ADJ
ajoaa-1649	381	4	development	development	NOUN
ajoaa-1649	381	5	,	,	PUNCT
ajoaa-1649	381	6	6(11	6(11	NUM
ajoaa-1649	381	7	)	)	PUNCT
ajoaa-1649	381	8	,	,	PUNCT
ajoaa-1649	381	9	55	55	NUM
ajoaa-1649	381	10	-	-	SYM
ajoaa-1649	381	11	56	56	NUM
ajoaa-1649	381	12	.	.	PUNCT
ajoaa-1649	381	13	view	view	NOUN
ajoaa-1649	381	14	at	at	ADP
ajoaa-1649	381	15	google	google	PROPN
ajoaa-1649	381	16	scholar	scholar	NOUN
ajoaa-1649	381	17	/	/	SYM
ajoaa-1649	381	18	view	view	NOUN
ajoaa-1649	381	19	at	at	ADP
ajoaa-1649	381	20	publisher	publisher	NOUN
ajoaa-1649	381	21	urt	urt	PROPN
ajoaa-1649	381	22	:	:	PUNCT
ajoaa-1649	381	23	united	united	PROPN
ajoaa-1649	381	24	republic	republic	PROPN
ajoaa-1649	381	25	of	of	ADP
ajoaa-1649	381	26	tanzania	tanzania	PROPN
ajoaa-1649	381	27	(	(	PUNCT
ajoaa-1649	381	28	2007a	2007a	NUM
ajoaa-1649	381	29	)	)	PUNCT
ajoaa-1649	381	30	.	.	PUNCT
ajoaa-1649	382	1	national	national	PROPN
ajoaa-1649	382	2	sample	sample	PROPN
ajoaa-1649	382	3	census	census	NOUN
ajoaa-1649	382	4	of	of	ADP
ajoaa-1649	382	5	agriculture	agriculture	NOUN
ajoaa-1649	382	6	2002/2003	2002/2003	NUM
ajoaa-1649	382	7	.	.	PUNCT
ajoaa-1649	383	1	volume	volume	NOUN
ajoaa-1649	383	2	vr	vr	PROPN
ajoaa-1649	383	3	:	:	PUNCT
ajoaa-1649	383	4	tabora	tabora	PROPN
ajoaa-1649	383	5	regional	regional	ADJ
ajoaa-1649	383	6	report	report	NOUN
ajoaa-1649	383	7	,	,	PUNCT
ajoaa-1649	383	8	10	10	NUM
ajoaa-1649	383	9	-	-	SYM
ajoaa-1649	383	10	98	98	NUM
ajoaa-1649	383	11	.	.	PUNCT
ajoaa-1649	384	1	urt	urt	PROPN
ajoaa-1649	384	2	:	:	PUNCT
ajoaa-1649	384	3	united	united	PROPN
ajoaa-1649	384	4	republic	republic	PROPN
ajoaa-1649	384	5	of	of	ADP
ajoaa-1649	384	6	tanzania	tanzania	PROPN
ajoaa-1649	384	7	(	(	PUNCT
ajoaa-1649	384	8	2007b	2007b	NUM
ajoaa-1649	384	9	)	)	PUNCT
ajoaa-1649	384	10	.	.	PUNCT
ajoaa-1649	385	1	national	national	PROPN
ajoaa-1649	385	2	sample	sample	PROPN
ajoaa-1649	385	3	census	census	NOUN
ajoaa-1649	385	4	of	of	ADP
ajoaa-1649	385	5	agriculture	agriculture	NOUN
ajoaa-1649	385	6	2002/2003	2002/2003	NUM
ajoaa-1649	385	7	.	.	PUNCT
ajoaa-1649	386	1	volume	volume	NOUN
ajoaa-1649	386	2	vj	vj	PROPN
ajoaa-1649	386	3	:	:	PUNCT
ajoaa-1649	386	4	ruvuma	ruvuma	PROPN
ajoaa-1649	386	5	region	region	PROPN
ajoaa-1649	386	6	report	report	PROPN
ajoaa-1649	386	7	1	1	NUM
ajoaa-1649	386	8	-	-	SYM
ajoaa-1649	386	9	94	94	NUM
ajoaa-1649	386	10	.	.	PUNCT
ajoaa-1649	387	1	urt	urt	PROPN
ajoaa-1649	387	2	:	:	PUNCT
ajoaa-1649	387	3	united	united	PROPN
ajoaa-1649	387	4	republic	republic	PROPN
ajoaa-1649	387	5	of	of	ADP
ajoaa-1649	387	6	tanzania	tanzania	PROPN
ajoaa-1649	387	7	(	(	PUNCT
ajoaa-1649	387	8	2012a	2012a	NUM
ajoaa-1649	387	9	)	)	PUNCT
ajoaa-1649	387	10	.	.	PUNCT
ajoaa-1649	388	1	national	national	PROPN
ajoaa-1649	388	2	sample	sample	PROPN
ajoaa-1649	388	3	census	census	NOUN
ajoaa-1649	388	4	of	of	ADP
ajoaa-1649	388	5	agriculture	agriculture	NOUN
ajoaa-1649	388	6	2007/2008	2007/2008	NUM
ajoaa-1649	388	7	,	,	PUNCT
ajoaa-1649	388	8	volume	volume	NOUN
ajoaa-1649	388	9	vn	vn	PROPN
ajoaa-1649	388	10	:	:	PUNCT
ajoaa-1649	388	11	tabora	tabora	PROPN
ajoaa-1649	388	12	regional	regional	ADJ
ajoaa-1649	388	13	report	report	NOUN
ajoaa-1649	388	14	,	,	PUNCT
ajoaa-1649	388	15	13	13	NUM
ajoaa-1649	388	16	-	-	SYM
ajoaa-1649	388	17	81	81	NUM
ajoaa-1649	388	18	.	.	PUNCT
ajoaa-1649	389	1	view	view	NOUN
ajoaa-1649	389	2	at	at	ADP
ajoaa-1649	389	3	google	google	PROPN
ajoaa-1649	389	4	scholar	scholar	NOUN
ajoaa-1649	389	5	urt	urt	PROPN
ajoaa-1649	389	6	:	:	PUNCT
ajoaa-1649	389	7	united	united	PROPN
ajoaa-1649	389	8	republic	republic	PROPN
ajoaa-1649	389	9	of	of	ADP
ajoaa-1649	389	10	tanzania	tanzania	PROPN
ajoaa-1649	389	11	(	(	PUNCT
ajoaa-1649	389	12	2012b	2012b	NUM
ajoaa-1649	389	13	)	)	PUNCT
ajoaa-1649	389	14	.	.	PUNCT
ajoaa-1649	390	1	national	national	PROPN
ajoaa-1649	390	2	sample	sample	PROPN
ajoaa-1649	390	3	census	census	NOUN
ajoaa-1649	390	4	of	of	ADP
ajoaa-1649	390	5	agriculture	agriculture	NOUN
ajoaa-1649	390	6	2007/2008	2007/2008	NUM
ajoaa-1649	390	7	.	.	PUNCT
ajoaa-1649	391	1	volume	volume	NOUN
ajoaa-1649	391	2	vj	vj	PROPN
ajoaa-1649	391	3	.	.	PROPN
ajoaa-1649	391	4	ruvuma	ruvuma	PROPN
ajoaa-1649	391	5	region	region	PROPN
ajoaa-1649	391	6	report	report	NOUN
ajoaa-1649	391	7	,	,	PUNCT
ajoaa-1649	391	8	1	1	NUM
ajoaa-1649	391	9	-	-	SYM
ajoaa-1649	391	10	91	91	NUM
ajoaa-1649	391	11	.	.	PUNCT
ajoaa-1649	392	1	view	view	NOUN
ajoaa-1649	392	2	at	at	ADP
ajoaa-1649	392	3	google	google	PROPN
ajoaa-1649	392	4	scholar	scholar	NOUN
ajoaa-1649	392	5	urt	urt	PROPN
ajoaa-1649	392	6	:	:	PUNCT
ajoaa-1649	392	7	united	united	PROPN
ajoaa-1649	392	8	republic	republic	PROPN
ajoaa-1649	392	9	of	of	ADP
ajoaa-1649	392	10	tanzania	tanzania	PROPN
ajoaa-1649	392	11	(	(	PUNCT
ajoaa-1649	392	12	2012e	2012e	NUM
ajoaa-1649	392	13	)	)	PUNCT
ajoaa-1649	392	14	.	.	PUNCT
ajoaa-1649	393	1	national	national	PROPN
ajoaa-1649	393	2	sample	sample	PROPN
ajoaa-1649	393	3	census	census	NOUN
ajoaa-1649	393	4	of	of	ADP
ajoaa-1649	393	5	agriculture	agriculture	NOUN
ajoaa-1649	393	6	2007/2008	2007/2008	NUM
ajoaa-1649	393	7	.	.	PUNCT
ajoaa-1649	394	1	crop	crop	PROPN
ajoaa-1649	394	2	national	national	PROPN
ajoaa-1649	394	3	report	report	NOUN
ajoaa-1649	394	4	,	,	PUNCT
ajoaa-1649	394	5	11	11	NUM
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