id	sid	tid	token	lemma	pos
agb-125	1	1	agbioforum	agbioforum	NOUN
agb-125	1	2	,	,	PUNCT
agb-125	1	3	24(2	24(2	NUM
agb-125	1	4	):	):	PUNCT
agb-125	1	5	58	58	NUM
agb-125	1	6	-	-	SYM
agb-125	1	7	64	64	NUM
agb-125	1	8	.	.	PUNCT
agb-125	2	1	©	©	ADJ
agb-125	2	2	2022	2022	NUM
agb-125	2	3	agbioforum	agbioforum	ADP
agb-125	2	4	technical	technical	ADJ
agb-125	2	5	efficiency	efficiency	NOUN
agb-125	2	6	of	of	ADP
agb-125	2	7	smallholder	smallholder	NOUN
agb-125	2	8	banana	banana	NOUN
agb-125	2	9	production	production	NOUN
agb-125	2	10	:	:	PUNCT
agb-125	2	11	a	a	DET
agb-125	2	12	case	case	NOUN
agb-125	2	13	study	study	NOUN
agb-125	2	14	in	in	ADP
agb-125	2	15	viet	viet	PROPN
agb-125	2	16	nam	nam	PROPN
agb-125	2	17	hoang	hoang	PROPN
agb-125	2	18	van	van	PROPN
agb-125	2	19	hung	hung	PROPN
agb-125	2	20	hung	hung	PROPN
agb-125	2	21	yen	yen	PROPN
agb-125	2	22	university	university	PROPN
agb-125	2	23	of	of	ADP
agb-125	2	24	technology	technology	NOUN
agb-125	2	25	and	and	CCONJ
agb-125	2	26	education	education	NOUN
agb-125	2	27	(	(	PUNCT
agb-125	2	28	utehy	utehy	ADJ
agb-125	2	29	)	)	PUNCT
agb-125	2	30	,	,	PUNCT
agb-125	2	31	hung	hang	VERB
agb-125	2	32	yen	yen	NOUN
agb-125	2	33	,	,	PUNCT
agb-125	2	34	vietnam	vietnam	NOUN
agb-125	2	35	email	email	NOUN
agb-125	2	36	:	:	PUNCT
agb-125	2	37	davidhoang8585@gmail.com	davidhoang8585@gmail.com	PROPN
agb-125	3	1	nguyen	nguyen	PROPN
agb-125	3	2	van	van	PROPN
agb-125	3	3	huong	huong	PROPN
agb-125	3	4	*	*	PUNCT
agb-125	3	5	hung	hung	PROPN
agb-125	3	6	yen	yen	PROPN
agb-125	3	7	university	university	PROPN
agb-125	3	8	of	of	ADP
agb-125	3	9	technology	technology	NOUN
agb-125	3	10	and	and	CCONJ
agb-125	3	11	education	education	NOUN
agb-125	3	12	(	(	PUNCT
agb-125	3	13	utehy	utehy	ADJ
agb-125	3	14	)	)	PUNCT
agb-125	3	15	,	,	PUNCT
agb-125	3	16	hung	hang	VERB
agb-125	3	17	yen	yen	NOUN
agb-125	3	18	,	,	PUNCT
agb-125	3	19	vietnam	vietnam	NOUN
agb-125	3	20	email	email	NOUN
agb-125	3	21	:	:	PUNCT
agb-125	3	22	vanhuong75hy@gmail.com	vanhuong75hy@gmail.com	X
agb-125	3	23	le	le	PROPN
agb-125	4	1	thi	thi	VERB
agb-125	4	2	thuong	thuong	NOUN
agb-125	4	3	hung	hung	PROPN
agb-125	4	4	yen	yen	PROPN
agb-125	4	5	university	university	PROPN
agb-125	4	6	of	of	ADP
agb-125	4	7	technology	technology	NOUN
agb-125	4	8	and	and	CCONJ
agb-125	4	9	education	education	NOUN
agb-125	4	10	(	(	PUNCT
agb-125	4	11	utehy	utehy	ADJ
agb-125	4	12	)	)	PUNCT
agb-125	4	13	,	,	PUNCT
agb-125	4	14	hung	hang	VERB
agb-125	4	15	yen	yen	NOUN
agb-125	4	16	,	,	PUNCT
agb-125	4	17	vietnam	vietnam	NOUN
agb-125	4	18	email	email	NOUN
agb-125	4	19	:	:	PUNCT
agb-125	4	20	lethuongkt.utehy@gmail.com	lethuongkt.utehy@gmail.com	X
agb-125	4	21	thai	thai	PROPN
agb-125	4	22	thi	thi	VERB
agb-125	4	23	kim	kim	PROPN
agb-125	4	24	oanh	oanh	PROPN
agb-125	4	25	vinh	vinh	PROPN
agb-125	4	26	university	university	PROPN
agb-125	4	27	(	(	PUNCT
agb-125	4	28	vu	vu	PROPN
agb-125	4	29	)	)	PUNCT
agb-125	4	30	,	,	PUNCT
agb-125	4	31	vinh	vinh	PROPN
agb-125	4	32	city	city	PROPN
agb-125	4	33	,	,	PUNCT
agb-125	4	34	vietnam	vietnam	PROPN
agb-125	4	35	email	email	NOUN
agb-125	4	36	:	:	PUNCT
agb-125	5	1	thaithikimoanhkt@gmail.com	thaithikimoanhkt@gmail.com	PROPN
agb-125	5	2	nguyen	nguyen	PROPN
agb-125	5	3	van	van	PROPN
agb-125	5	4	chuong	chuong	PROPN
agb-125	5	5	university	university	PROPN
agb-125	5	6	of	of	ADP
agb-125	5	7	financial	financial	ADJ
agb-125	5	8	–	–	PUNCT
agb-125	5	9	business	business	NOUN
agb-125	5	10	administration	administration	NOUN
agb-125	5	11	(	(	PUNCT
agb-125	5	12	ufba	ufba	ADJ
agb-125	5	13	)	)	PUNCT
agb-125	5	14	,	,	PUNCT
agb-125	5	15	hung	hang	VERB
agb-125	5	16	yen	yen	NOUN
agb-125	5	17	,	,	PUNCT
agb-125	5	18	viet	viet	PROPN
agb-125	5	19	nam	nam	NOUN
agb-125	5	20	email	email	NOUN
agb-125	5	21	:	:	PUNCT
agb-125	5	22	nguyenchuong.edu@gmail.com	nguyenchuong.edu@gmail.com	PROPN
agb-125	5	23	nguyen	nguyen	PROPN
agb-125	5	24	cong	cong	PROPN
agb-125	5	25	tiep	tiep	PROPN
agb-125	5	26	viet	viet	PROPN
agb-125	5	27	nam	nam	PROPN
agb-125	5	28	national	national	PROPN
agb-125	5	29	university	university	PROPN
agb-125	5	30	of	of	ADP
agb-125	5	31	agriculture	agriculture	PROPN
agb-125	5	32	(	(	PUNCT
agb-125	5	33	vnua	vnua	PROPN
agb-125	5	34	)	)	PUNCT
agb-125	5	35	,	,	PUNCT
agb-125	5	36	ha	ha	INTJ
agb-125	5	37	noi	noi	PROPN
agb-125	5	38	,	,	PUNCT
agb-125	5	39	viet	viet	PROPN
agb-125	5	40	nam	nam	PROPN
agb-125	5	41	email	email	NOUN
agb-125	5	42	:	:	PUNCT
agb-125	5	43	nctiep@vnua.edu.vn	nctiep@vnua.edu.vn	PROPN
agb-125	5	44	thai	thai	PROPN
agb-125	5	45	van	van	PROPN
agb-125	5	46	ha	ha	INTJ
agb-125	5	47	ha	ha	INTJ
agb-125	5	48	noi	noi	PROPN
agb-125	5	49	university	university	PROPN
agb-125	5	50	of	of	ADP
agb-125	5	51	business	business	NOUN
agb-125	5	52	and	and	CCONJ
agb-125	5	53	technology	technology	NOUN
agb-125	5	54	(	(	PUNCT
agb-125	5	55	hubt	hubt	PROPN
agb-125	5	56	)	)	PUNCT
agb-125	5	57	,	,	PUNCT
agb-125	5	58	vinh	vinh	PROPN
agb-125	5	59	tuy	tuy	PROPN
agb-125	5	60	,	,	PUNCT
agb-125	5	61	hai	hai	PROPN
agb-125	5	62	ba	ba	PROPN
agb-125	5	63	trung	trung	PROPN
agb-125	5	64	,	,	PUNCT
agb-125	5	65	ha	ha	INTJ
agb-125	5	66	noi	noi	PROPN
agb-125	5	67	email	email	NOUN
agb-125	5	68	:	:	PUNCT
agb-125	5	69	vanha280182@gmail.com	vanha280182@gmail.com	X
agb-125	6	1	nguyen	nguyen	PROPN
agb-125	6	2	thi	thi	AUX
agb-125	6	3	luong	luong	PROPN
agb-125	6	4	can	can	AUX
agb-125	6	5	tho	tho	PROPN
agb-125	6	6	university	university	PROPN
agb-125	6	7	(	(	PUNCT
agb-125	6	8	ctu	ctu	PROPN
agb-125	6	9	)	)	PUNCT
agb-125	6	10	,	,	PUNCT
agb-125	6	11	can	can	AUX
agb-125	6	12	tho	tho	PROPN
agb-125	6	13	city	city	PROPN
agb-125	6	14	,	,	PUNCT
agb-125	6	15	viet	viet	PROPN
agb-125	6	16	nam	nam	NOUN
agb-125	6	17	email	email	NOUN
agb-125	6	18	:	:	PUNCT
agb-125	6	19	ntluong@ctu.edu.vn	ntluong@ctu.edu.vn	PROPN
agb-125	6	20	*	*	SYM
agb-125	6	21	corresponding	correspond	VERB
agb-125	6	22	author	author	NOUN
agb-125	6	23	:	:	PUNCT
agb-125	6	24	vanhuong75hy@gmail.com	vanhuong75hy@gmail.com	X
agb-125	6	25	bananas	banana	NOUN
agb-125	6	26	are	be	AUX
agb-125	6	27	considered	consider	VERB
agb-125	6	28	one	one	NUM
agb-125	6	29	of	of	ADP
agb-125	6	30	the	the	DET
agb-125	6	31	leading	lead	VERB
agb-125	6	32	trading	trading	NOUN
agb-125	6	33	crops	crop	NOUN
agb-125	6	34	due	due	ADJ
agb-125	6	35	to	to	ADP
agb-125	6	36	their	their	PRON
agb-125	6	37	high	high	ADJ
agb-125	6	38	demand	demand	NOUN
agb-125	6	39	all	all	ADV
agb-125	6	40	over	over	ADP
agb-125	6	41	the	the	DET
agb-125	6	42	globe	globe	NOUN
agb-125	6	43	.	.	PUNCT
agb-125	7	1	since	since	SCONJ
agb-125	7	2	the	the	DET
agb-125	7	3	increasing	increase	VERB
agb-125	7	4	demand	demand	NOUN
agb-125	7	5	leads	lead	VERB
agb-125	7	6	to	to	ADP
agb-125	7	7	the	the	DET
agb-125	7	8	expansion	expansion	NOUN
agb-125	7	9	of	of	ADP
agb-125	7	10	global	global	ADJ
agb-125	7	11	import	import	NOUN
agb-125	7	12	,	,	PUNCT
agb-125	7	13	the	the	DET
agb-125	7	14	existing	exist	VERB
agb-125	7	15	literature	literature	NOUN
agb-125	7	16	is	be	AUX
agb-125	7	17	in	in	ADP
agb-125	7	18	dire	dire	ADJ
agb-125	7	19	need	need	NOUN
agb-125	7	20	of	of	ADP
agb-125	7	21	updating	update	VERB
agb-125	7	22	,	,	PUNCT
agb-125	7	23	especially	especially	ADV
agb-125	7	24	from	from	ADP
agb-125	7	25	the	the	DET
agb-125	7	26	producing	produce	VERB
agb-125	7	27	economies	economy	NOUN
agb-125	7	28	that	that	PRON
agb-125	7	29	fall	fall	VERB
agb-125	7	30	in	in	ADP
agb-125	7	31	the	the	DET
agb-125	7	32	category	category	NOUN
agb-125	7	33	of	of	ADP
agb-125	7	34	developing	develop	VERB
agb-125	7	35	nations	nation	NOUN
agb-125	7	36	.	.	PUNCT
agb-125	8	1	the	the	DET
agb-125	8	2	study	study	NOUN
agb-125	8	3	,	,	PUNCT
agb-125	8	4	thus	thus	ADV
agb-125	8	5	,	,	PUNCT
agb-125	8	6	intends	intend	VERB
agb-125	8	7	to	to	PART
agb-125	8	8	estimate	estimate	VERB
agb-125	8	9	the	the	DET
agb-125	8	10	critical	critical	ADJ
agb-125	8	11	efficiency	efficiency	NOUN
agb-125	8	12	of	of	ADP
agb-125	8	13	said	say	VERB
agb-125	8	14	area	area	NOUN
agb-125	8	15	.	.	PUNCT
agb-125	9	1	along	along	ADP
agb-125	9	2	with	with	ADP
agb-125	9	3	it	it	PRON
agb-125	9	4	,	,	PUNCT
agb-125	9	5	the	the	DET
agb-125	9	6	study	study	NOUN
agb-125	9	7	aims	aim	VERB
agb-125	9	8	to	to	PART
agb-125	9	9	determine	determine	VERB
agb-125	9	10	the	the	DET
agb-125	9	11	elements	element	NOUN
agb-125	9	12	of	of	ADP
agb-125	9	13	banana	banana	NOUN
agb-125	9	14	production	production	NOUN
agb-125	9	15	in	in	ADP
agb-125	9	16	the	the	DET
agb-125	9	17	context	context	NOUN
agb-125	9	18	of	of	ADP
agb-125	9	19	vietnam	vietnam	PROPN
agb-125	9	20	using	use	VERB
agb-125	9	21	a	a	DET
agb-125	9	22	stochastic	stochastic	ADJ
agb-125	9	23	frontier	frontier	NOUN
agb-125	9	24	approach	approach	NOUN
agb-125	9	25	and	and	CCONJ
agb-125	9	26	technical	technical	ADJ
agb-125	9	27	efficiency	efficiency	NOUN
agb-125	9	28	technique	technique	NOUN
agb-125	9	29	.	.	PUNCT
agb-125	10	1	the	the	DET
agb-125	10	2	sample	sample	NOUN
agb-125	10	3	of	of	ADP
agb-125	10	4	the	the	DET
agb-125	10	5	study	study	NOUN
agb-125	10	6	is	be	AUX
agb-125	10	7	the	the	DET
agb-125	10	8	province	province	NOUN
agb-125	10	9	of	of	ADP
agb-125	10	10	vietnam	vietnam	PROPN
agb-125	10	11	named	name	VERB
agb-125	10	12	hung	hung	ADJ
agb-125	10	13	yen	yen	NOUN
agb-125	10	14	,	,	PUNCT
agb-125	10	15	and	and	CCONJ
agb-125	10	16	it	it	PRON
agb-125	10	17	made	make	VERB
agb-125	10	18	sure	sure	ADJ
agb-125	10	19	to	to	PART
agb-125	10	20	collect	collect	VERB
agb-125	10	21	the	the	DET
agb-125	10	22	data	datum	NOUN
agb-125	10	23	from	from	ADP
agb-125	10	24	160	160	NUM
agb-125	10	25	farmers	farmer	NOUN
agb-125	10	26	in	in	ADP
agb-125	10	27	2022	2022	NUM
agb-125	10	28	.	.	PUNCT
agb-125	11	1	results	result	NOUN
agb-125	11	2	of	of	ADP
agb-125	11	3	the	the	DET
agb-125	11	4	study	study	NOUN
agb-125	11	5	reveal	reveal	VERB
agb-125	11	6	that	that	SCONJ
agb-125	11	7	the	the	DET
agb-125	11	8	farmers	farmer	NOUN
agb-125	11	9	'	'	PART
agb-125	11	10	technical	technical	ADJ
agb-125	11	11	efficiency	efficiency	NOUN
agb-125	11	12	fluctuates	fluctuate	NOUN
agb-125	11	13	between	between	ADP
agb-125	11	14	the	the	DET
agb-125	11	15	range	range	NOUN
agb-125	11	16	of	of	ADP
agb-125	11	17	89.6897.81	89.6897.81	NUM
agb-125	11	18	%	%	NOUN
agb-125	11	19	.	.	PUNCT
agb-125	12	1	however	however	ADV
agb-125	12	2	,	,	PUNCT
agb-125	12	3	the	the	DET
agb-125	12	4	average	average	ADJ
agb-125	12	5	technical	technical	ADJ
agb-125	12	6	efficiency	efficiency	NOUN
agb-125	12	7	of	of	ADP
agb-125	12	8	banana	banana	NOUN
agb-125	12	9	farmers	farmer	NOUN
agb-125	12	10	was	be	AUX
agb-125	12	11	reported	report	VERB
agb-125	12	12	to	to	PART
agb-125	12	13	be	be	AUX
agb-125	12	14	95.92	95.92	NUM
agb-125	12	15	%	%	NOUN
agb-125	12	16	.	.	PUNCT
agb-125	13	1	from	from	ADP
agb-125	13	2	the	the	DET
agb-125	13	3	result	result	NOUN
agb-125	13	4	,	,	PUNCT
agb-125	13	5	it	it	PRON
agb-125	13	6	is	be	AUX
agb-125	13	7	gauged	gauge	VERB
agb-125	13	8	that	that	SCONJ
agb-125	13	9	factors	factor	NOUN
agb-125	13	10	such	such	ADJ
agb-125	13	11	as	as	ADP
agb-125	13	12	potassium	potassium	NOUN
agb-125	13	13	,	,	PUNCT
agb-125	13	14	manure	manure	NOUN
agb-125	13	15	,	,	PUNCT
agb-125	13	16	distance	distance	NOUN
agb-125	13	17	,	,	PUNCT
agb-125	13	18	capital	capital	NOUN
agb-125	13	19	,	,	PUNCT
agb-125	13	20	and	and	CCONJ
agb-125	13	21	training	training	NOUN
agb-125	13	22	showed	show	VERB
agb-125	13	23	positive	positive	ADJ
agb-125	13	24	signs	sign	NOUN
agb-125	13	25	at	at	ADP
agb-125	13	26	a	a	DET
agb-125	13	27	0.01	0.01	NUM
agb-125	13	28	significance	significance	NOUN
agb-125	13	29	level	level	NOUN
agb-125	13	30	.	.	PUNCT
agb-125	14	1	also	also	ADV
agb-125	14	2	,	,	PUNCT
agb-125	14	3	the	the	DET
agb-125	14	4	education	education	NOUN
agb-125	14	5	and	and	CCONJ
agb-125	14	6	area	area	NOUN
agb-125	14	7	coefficient	coefficient	NOUN
agb-125	14	8	show	show	VERB
agb-125	14	9	a	a	DET
agb-125	14	10	positive	positive	ADJ
agb-125	14	11	sign	sign	NOUN
agb-125	14	12	at	at	ADP
agb-125	14	13	a	a	DET
agb-125	14	14	0.05	0.05	NUM
agb-125	14	15	significance	significance	NOUN
agb-125	14	16	level	level	NOUN
agb-125	14	17	.	.	PUNCT
agb-125	15	1	finally	finally	ADV
agb-125	15	2	,	,	PUNCT
agb-125	15	3	distance	distance	NOUN
agb-125	15	4	and	and	CCONJ
agb-125	15	5	district	district	NOUN
agb-125	15	6	variables	variable	NOUN
agb-125	15	7	,	,	PUNCT
agb-125	15	8	which	which	PRON
agb-125	15	9	were	be	AUX
agb-125	15	10	the	the	DET
agb-125	15	11	dummy	dummy	ADJ
agb-125	15	12	variable	variable	NOUN
agb-125	15	13	,	,	PUNCT
agb-125	15	14	show	show	VERB
agb-125	15	15	a	a	DET
agb-125	15	16	negative	negative	ADJ
agb-125	15	17	sign	sign	NOUN
agb-125	15	18	at	at	ADP
agb-125	15	19	0.01	0.01	NUM
agb-125	15	20	and	and	CCONJ
agb-125	15	21	0.05	0.05	NUM
agb-125	15	22	significance	significance	NOUN
agb-125	15	23	levels	level	NOUN
agb-125	15	24	,	,	PUNCT
agb-125	15	25	respectively	respectively	ADV
agb-125	15	26	.	.	PUNCT
agb-125	16	1	key	key	ADJ
agb-125	16	2	words	word	NOUN
agb-125	16	3	:	:	PUNCT
agb-125	16	4	technical	technical	ADJ
agb-125	16	5	efficiency	efficiency	NOUN
agb-125	16	6	,	,	PUNCT
agb-125	16	7	productivity	productivity	NOUN
agb-125	16	8	,	,	PUNCT
agb-125	16	9	and	and	CCONJ
agb-125	16	10	stochastic	stochastic	ADJ
agb-125	16	11	frontier	frontier	NOUN
agb-125	16	12	production	production	NOUN
agb-125	16	13	function	function	NOUN
agb-125	16	14	.	.	PUNCT
agb-125	17	1	1	1	X
agb-125	17	2	.	.	X
agb-125	17	3	introduction	introduction	NOUN
agb-125	17	4	bananas	banana	NOUN
agb-125	17	5	are	be	AUX
agb-125	17	6	ranked	rank	VERB
agb-125	17	7	as	as	ADP
agb-125	17	8	one	one	NUM
agb-125	17	9	of	of	ADP
agb-125	17	10	the	the	DET
agb-125	17	11	leading	lead	VERB
agb-125	17	12	crops	crop	NOUN
agb-125	17	13	,	,	PUNCT
agb-125	17	14	not	not	PART
agb-125	17	15	in	in	ADP
agb-125	17	16	agriculture	agriculture	NOUN
agb-125	17	17	production	production	NOUN
agb-125	17	18	but	but	CCONJ
agb-125	17	19	also	also	ADV
agb-125	17	20	in	in	ADP
agb-125	17	21	trading	trading	NOUN
agb-125	17	22	.	.	PUNCT
agb-125	18	1	the	the	DET
agb-125	18	2	reason	reason	NOUN
agb-125	18	3	is	be	AUX
agb-125	18	4	the	the	DET
agb-125	18	5	fast	fast	ADJ
agb-125	18	6	population	population	NOUN
agb-125	18	7	growth	growth	NOUN
agb-125	18	8	of	of	ADP
agb-125	18	9	producing	produce	VERB
agb-125	18	10	economies	economy	NOUN
agb-125	18	11	and	and	CCONJ
agb-125	18	12	the	the	DET
agb-125	18	13	expansion	expansion	NOUN
agb-125	18	14	of	of	ADP
agb-125	18	15	global	global	ADJ
agb-125	18	16	import	import	NOUN
agb-125	18	17	demand	demand	NOUN
agb-125	18	18	.	.	PUNCT
agb-125	19	1	due	due	ADP
agb-125	19	2	to	to	ADP
agb-125	19	3	this	this	DET
agb-125	19	4	overall	overall	ADJ
agb-125	19	5	demand	demand	NOUN
agb-125	19	6	,	,	PUNCT
agb-125	19	7	rapid	rapid	ADJ
agb-125	19	8	production	production	NOUN
agb-125	19	9	of	of	ADP
agb-125	19	10	banana	banana	NOUN
agb-125	19	11	crops	crop	NOUN
agb-125	19	12	has	have	AUX
agb-125	19	13	been	be	AUX
agb-125	19	14	observed	observe	VERB
agb-125	19	15	in	in	ADP
agb-125	19	16	recent	recent	ADJ
agb-125	19	17	decades	decade	NOUN
agb-125	19	18	,	,	PUNCT
agb-125	19	19	enhancing	enhance	VERB
agb-125	19	20	the	the	DET
agb-125	19	21	trade	trade	NOUN
agb-125	19	22	volumes	volume	NOUN
agb-125	19	23	.	.	PUNCT
agb-125	20	1	however	however	ADV
agb-125	20	2	,	,	PUNCT
agb-125	20	3	getting	get	VERB
agb-125	20	4	authentic	authentic	ADJ
agb-125	20	5	and	and	CCONJ
agb-125	20	6	concrete	concrete	ADJ
agb-125	20	7	on	on	ADP
agb-125	20	8	global	global	ADJ
agb-125	20	9	banana	banana	NOUN
agb-125	20	10	production	production	NOUN
agb-125	20	11	is	be	AUX
agb-125	20	12	difficult	difficult	ADJ
agb-125	20	13	as	as	SCONJ
agb-125	20	14	the	the	DET
agb-125	20	15	sector	sector	NOUN
agb-125	20	16	falls	fall	VERB
agb-125	20	17	in	in	ADP
agb-125	20	18	the	the	DET
agb-125	20	19	informal	informal	ADJ
agb-125	20	20	income	income	NOUN
agb-125	20	21	category	category	NOUN
agb-125	20	22	,	,	PUNCT
agb-125	20	23	which	which	PRON
agb-125	20	24	is	be	AUX
agb-125	20	25	also	also	ADV
agb-125	20	26	looked	look	VERB
agb-125	20	27	after	after	ADP
agb-125	20	28	by	by	ADP
agb-125	20	29	smallholder	smallholder	NOUN
agb-125	20	30	farmers	farmer	NOUN
agb-125	20	31	.	.	PUNCT
agb-125	21	1	according	accord	VERB
agb-125	21	2	to	to	ADP
agb-125	21	3	the	the	DET
agb-125	21	4	calculated	calculate	VERB
agb-125	21	5	estimates	estimate	NOUN
agb-125	21	6	,	,	PUNCT
agb-125	21	7	the	the	DET
agb-125	21	8	world	world	NOUN
agb-125	21	9	has	have	AUX
agb-125	21	10	witnessed	witness	VERB
agb-125	21	11	a	a	DET
agb-125	21	12	rise	rise	NOUN
agb-125	21	13	in	in	ADP
agb-125	21	14	average	average	ADJ
agb-125	21	15	global	global	ADJ
agb-125	21	16	banana	banana	NOUN
agb-125	21	17	production	production	NOUN
agb-125	21	18	,	,	PUNCT
agb-125	21	19	which	which	PRON
agb-125	21	20	jumped	jump	VERB
agb-125	21	21	from	from	ADP
agb-125	21	22	69	69	NUM
agb-125	21	23	million	million	NUM
agb-125	21	24	tons	ton	NOUN
agb-125	21	25	(	(	PUNCT
agb-125	21	26	2000	2000	NUM
agb-125	21	27	-	-	SYM
agb-125	21	28	2002	2002	NUM
agb-125	21	29	)	)	PUNCT
agb-125	21	30	to	to	ADP
agb-125	21	31	115	115	NUM
agb-125	21	32	million	million	NUM
agb-125	21	33	tons	ton	NOUN
agb-125	21	34	in	in	ADP
agb-125	21	35	2017	2017	NUM
agb-125	21	36	-	-	SYM
agb-125	21	37	2019	2019	NUM
agb-125	21	38	.	.	PUNCT
agb-125	22	1	this	this	DET
agb-125	22	2	upsurge	upsurge	NOUN
agb-125	22	3	endorses	endorse	VERB
agb-125	22	4	approximately	approximately	ADV
agb-125	22	5	40	40	NUM
agb-125	22	6	billion	billion	NUM
agb-125	22	7	value	value	NOUN
agb-125	22	8	in	in	ADP
agb-125	22	9	us	us	PROPN
agb-125	22	10	dollars	dollar	NOUN
agb-125	22	11	(	(	PUNCT
agb-125	22	12	fao	fao	ADJ
agb-125	22	13	,	,	PUNCT
agb-125	22	14	2019	2019	NUM
agb-125	22	15	;	;	PUNCT
agb-125	22	16	kamarudin	kamarudin	VERB
agb-125	22	17	et	et	PROPN
agb-125	22	18	al	al	PROPN
agb-125	22	19	.	.	PROPN
agb-125	22	20	,	,	PUNCT
agb-125	22	21	2021	2021	NUM
agb-125	22	22	)	)	PUNCT
agb-125	22	23	.	.	PUNCT
agb-125	23	1	banana	banana	NOUN
agb-125	23	2	is	be	AUX
agb-125	23	3	viewed	view	VERB
agb-125	23	4	as	as	ADP
agb-125	23	5	an	an	DET
agb-125	23	6	important	important	ADJ
agb-125	23	7	crop	crop	NOUN
agb-125	23	8	in	in	ADP
agb-125	23	9	vietnam	vietnam	PROPN
agb-125	23	10	.	.	PUNCT
agb-125	24	1	it	it	PRON
agb-125	24	2	unleashes	unleash	VERB
agb-125	24	3	a	a	DET
agb-125	24	4	greater	great	ADJ
agb-125	24	5	significance	significance	NOUN
agb-125	24	6	for	for	ADP
agb-125	24	7	other	other	ADJ
agb-125	24	8	emerging	emerge	VERB
agb-125	24	9	economies	economy	NOUN
agb-125	24	10	as	as	SCONJ
agb-125	24	11	it	it	PRON
agb-125	24	12	helps	help	VERB
agb-125	24	13	such	such	ADJ
agb-125	24	14	nations	nation	NOUN
agb-125	24	15	combat	combat	VERB
agb-125	24	16	poverty	poverty	NOUN
agb-125	24	17	-	-	PUNCT
agb-125	24	18	related	relate	VERB
agb-125	24	19	issues	issue	NOUN
agb-125	24	20	.	.	PUNCT
agb-125	25	1	the	the	DET
agb-125	25	2	claims	claim	NOUN
agb-125	25	3	are	be	AUX
agb-125	25	4	proved	prove	VERB
agb-125	25	5	by	by	ADP
agb-125	25	6	various	various	ADJ
agb-125	25	7	pieces	piece	NOUN
agb-125	25	8	of	of	ADP
agb-125	25	9	evidence	evidence	NOUN
agb-125	25	10	piled	pile	VERB
agb-125	25	11	in	in	ADP
agb-125	25	12	literature	literature	NOUN
agb-125	25	13	;	;	PUNCT
agb-125	25	14	one	one	NUM
agb-125	25	15	such	such	ADJ
agb-125	25	16	is	be	AUX
agb-125	25	17	kushtia	kushtia	PROPN
agb-125	25	18	district	district	PROPN
agb-125	25	19	,	,	PUNCT
agb-125	25	20	considered	consider	VERB
agb-125	25	21	one	one	NUM
agb-125	25	22	of	of	ADP
agb-125	25	23	bangladesh	bangladesh	NOUN
agb-125	25	24	's	's	PART
agb-125	25	25	leading	lead	VERB
agb-125	25	26	producers	producer	NOUN
agb-125	25	27	.	.	PUNCT
agb-125	26	1	the	the	DET
agb-125	26	2	evidence	evidence	NOUN
agb-125	26	3	reveals	reveal	VERB
agb-125	26	4	that	that	SCONJ
agb-125	26	5	technical	technical	ADJ
agb-125	26	6	and	and	CCONJ
agb-125	26	7	sales	sale	NOUN
agb-125	26	8	efficiency	efficiency	NOUN
agb-125	26	9	in	in	ADP
agb-125	26	10	the	the	DET
agb-125	26	11	kushtia	kushtia	PROPN
agb-125	26	12	district	district	PROPN
agb-125	26	13	is	be	AUX
agb-125	26	14	87	87	NUM
agb-125	26	15	%	%	NOUN
agb-125	26	16	and	and	CCONJ
agb-125	26	17	97	97	NUM
agb-125	26	18	%	%	NOUN
agb-125	26	19	,	,	PUNCT
agb-125	26	20	respectively	respectively	ADV
agb-125	26	21	,	,	PUNCT
agb-125	26	22	covering	cover	VERB
agb-125	26	23	both	both	CCONJ
agb-125	26	24	input	input	NOUN
agb-125	26	25	and	and	CCONJ
agb-125	26	26	output	output	NOUN
agb-125	26	27	vrs	vrs	PROPN
agb-125	26	28	.	.	PUNCT
agb-125	27	1	moreover	moreover	ADV
agb-125	27	2	,	,	PUNCT
agb-125	27	3	the	the	DET
agb-125	27	4	evidence	evidence	NOUN
agb-125	27	5	of	of	ADP
agb-125	27	6	tobit	tobit	NOUN
agb-125	27	7	regression	regression	NOUN
agb-125	27	8	reveals	reveal	VERB
agb-125	27	9	that	that	SCONJ
agb-125	27	10	technical	technical	ADJ
agb-125	27	11	efficiency	efficiency	NOUN
agb-125	27	12	varies	vary	VERB
agb-125	27	13	due	due	ADJ
agb-125	27	14	to	to	ADP
agb-125	27	15	certain	certain	ADJ
agb-125	27	16	attributes	attribute	NOUN
agb-125	27	17	such	such	ADJ
agb-125	27	18	as	as	ADP
agb-125	27	19	farmers	farmer	NOUN
agb-125	27	20	'	'	PART
agb-125	27	21	experience	experience	NOUN
agb-125	27	22	,	,	PUNCT
agb-125	27	23	age	age	NOUN
agb-125	27	24	,	,	PUNCT
agb-125	27	25	education	education	NOUN
agb-125	27	26	,	,	PUNCT
agb-125	27	27	and	and	CCONJ
agb-125	27	28	firm	firm	ADJ
agb-125	27	29	size	size	NOUN
agb-125	27	30	.	.	PUNCT
agb-125	28	1	all	all	DET
agb-125	28	2	these	these	DET
agb-125	28	3	elements	element	NOUN
agb-125	28	4	enhance	enhance	VERB
agb-125	28	5	the	the	DET
agb-125	28	6	efficiency	efficiency	NOUN
agb-125	28	7	of	of	ADP
agb-125	28	8	the	the	DET
agb-125	28	9	farmer	farmer	NOUN
agb-125	28	10	in	in	ADP
agb-125	28	11	a	a	DET
agb-125	28	12	significant	significant	ADJ
agb-125	28	13	manner	manner	NOUN
agb-125	28	14	.	.	PUNCT
agb-125	29	1	the	the	DET
agb-125	29	2	study	study	NOUN
agb-125	29	3	thus	thus	ADV
agb-125	29	4	sheds	shed	VERB
agb-125	29	5	light	light	NOUN
agb-125	29	6	on	on	ADP
agb-125	29	7	the	the	DET
agb-125	29	8	inefficiencies	inefficiency	NOUN
agb-125	29	9	that	that	PRON
agb-125	29	10	could	could	AUX
agb-125	29	11	be	be	AUX
agb-125	29	12	diminished	diminish	VERB
agb-125	29	13	via	via	ADP
agb-125	29	14	training	training	NOUN
agb-125	29	15	methods	method	NOUN
agb-125	29	16	,	,	PUNCT
agb-125	29	17	policy	policy	NOUN
agb-125	29	18	interventions	intervention	NOUN
agb-125	29	19	and	and	CCONJ
agb-125	29	20	the	the	DET
agb-125	29	21	adaption	adaption	NOUN
agb-125	29	22	of	of	ADP
agb-125	29	23	improvised	improvised	ADJ
agb-125	29	24	agricultural	agricultural	ADJ
agb-125	29	25	processes	process	NOUN
agb-125	29	26	.	.	PUNCT
agb-125	30	1	scholars	scholar	NOUN
agb-125	30	2	argued	argue	VERB
agb-125	30	3	that	that	SCONJ
agb-125	30	4	the	the	DET
agb-125	30	5	sector	sector	NOUN
agb-125	30	6	could	could	AUX
agb-125	30	7	minimize	minimize	VERB
agb-125	30	8	underdevelopment	underdevelopment	ADJ
agb-125	30	9	(	(	PUNCT
agb-125	30	10	chien	chien	PROPN
agb-125	30	11	,	,	PUNCT
agb-125	30	12	2022	2022	NUM
agb-125	30	13	;	;	PUNCT
agb-125	30	14	hossain	hossain	PROPN
agb-125	30	15	et	et	PROPN
agb-125	30	16	al	al	PROPN
agb-125	30	17	.	.	PROPN
agb-125	30	18	,	,	PUNCT
agb-125	30	19	2018	2018	NUM
agb-125	30	20	;	;	PUNCT
agb-125	30	21	lan	lan	PROPN
agb-125	30	22	et	et	PROPN
agb-125	30	23	al	al	PROPN
agb-125	30	24	.	.	PROPN
agb-125	30	25	,	,	PUNCT
agb-125	30	26	2022	2022	NUM
agb-125	30	27	)	)	PUNCT
agb-125	30	28	.	.	PUNCT
agb-125	31	1	as	as	SCONJ
agb-125	31	2	already	already	ADV
agb-125	31	3	mentioned	mention	VERB
agb-125	31	4	,	,	PUNCT
agb-125	31	5	bananas	banana	NOUN
agb-125	31	6	are	be	AUX
agb-125	31	7	essential	essential	ADJ
agb-125	31	8	for	for	ADP
agb-125	31	9	hung	hung	ADJ
agb-125	31	10	yen	yen	PROPN
agb-125	31	11	province	province	NOUN
agb-125	31	12	and	and	CCONJ
agb-125	31	13	vietnam	vietnam	PROPN
agb-125	31	14	in	in	ADP
agb-125	31	15	general	general	ADJ
agb-125	31	16	.	.	PUNCT
agb-125	32	1	however	however	ADV
agb-125	32	2	,	,	PUNCT
agb-125	32	3	according	accord	VERB
agb-125	32	4	to	to	ADP
agb-125	32	5	the	the	DET
agb-125	32	6	author	author	NOUN
agb-125	32	7	's	's	PART
agb-125	32	8	limited	limited	ADJ
agb-125	32	9	knowledge	knowledge	NOUN
agb-125	32	10	,	,	PUNCT
agb-125	32	11	the	the	DET
agb-125	32	12	literature	literature	NOUN
agb-125	32	13	appears	appear	VERB
agb-125	32	14	to	to	ADP
agb-125	32	15	mailto:davidhoang8585@gmail.com	mailto:davidhoang8585@gmail.com	PROPN
agb-125	32	16	mailto:vanhuong75hy@gmail.com	mailto:vanhuong75hy@gmail.com	PROPN
agb-125	32	17	mailto:lethuongkt.utehy@gmail.com	mailto:lethuongkt.utehy@gmail.com	X
agb-125	33	1	mailto:thaithikimoanhkt@gmail.com	mailto:thaithikimoanhkt@gmail.com	X
agb-125	34	1	mailto:nguyenchuong.edu@gmail.com	mailto:nguyenchuong.edu@gmail.com	X
agb-125	35	1	mailto:nctiep@vnua.edu.vn	mailto:nctiep@vnua.edu.vn	PROPN
agb-125	35	2	mailto:vanha280182@gmail.com	mailto:vanha280182@gmail.com	PROPN
agb-125	35	3	mailto:ntluong@ctu.edu.vn	mailto:ntluong@ctu.edu.vn	NOUN
agb-125	35	4	mailto:vanhuong75hy@gmail.com	mailto:vanhuong75hy@gmail.com	X
agb-125	35	5	agbioforum	agbioforum	NOUN
agb-125	35	6	,	,	PUNCT
agb-125	35	7	24(2	24(2	NUM
agb-125	35	8	)	)	PUNCT
agb-125	35	9	,	,	PUNCT
agb-125	35	10	2022	2022	NUM
agb-125	35	11	|	|	ADV
agb-125	35	12	59	59	NUM
agb-125	35	13	hung	hung	NOUN
agb-125	35	14	,	,	PUNCT
agb-125	35	15	huong	huong	PROPN
agb-125	35	16	,	,	PUNCT
agb-125	35	17	thuong	thuong	NOUN
agb-125	35	18	,	,	PUNCT
agb-125	35	19	oanh	oanh	ADV
agb-125	35	20	,	,	PUNCT
agb-125	35	21	chuong	chuong	PROPN
agb-125	35	22	,	,	PUNCT
agb-125	35	23	ha	ha	INTJ
agb-125	35	24	and	and	CCONJ
agb-125	35	25	luong	luong	PROPN
agb-125	35	26	.	.	PUNCT
agb-125	36	1	—	—	PUNCT
agb-125	36	2	technical	technical	ADJ
agb-125	36	3	efficiency	efficiency	NOUN
agb-125	36	4	of	of	ADP
agb-125	36	5	smallholder	smallholder	NOUN
agb-125	36	6	banana	banana	NOUN
agb-125	36	7	production	production	NOUN
agb-125	36	8	:	:	PUNCT
agb-125	36	9	a	a	DET
agb-125	36	10	case	case	NOUN
agb-125	36	11	study	study	NOUN
agb-125	36	12	in	in	ADP
agb-125	36	13	…	…	PUNCT
agb-125	36	14	have	have	VERB
agb-125	36	15	limited	limit	VERB
agb-125	36	16	studies	study	NOUN
agb-125	36	17	that	that	PRON
agb-125	36	18	have	have	AUX
agb-125	36	19	done	do	VERB
agb-125	36	20	an	an	DET
agb-125	36	21	in	in	ADP
agb-125	36	22	-	-	PUNCT
agb-125	36	23	depth	depth	NOUN
agb-125	36	24	analysis	analysis	NOUN
agb-125	36	25	regarding	regard	VERB
agb-125	36	26	assessing	assess	VERB
agb-125	36	27	the	the	DET
agb-125	36	28	technical	technical	ADJ
agb-125	36	29	efficiency	efficiency	NOUN
agb-125	36	30	of	of	ADP
agb-125	36	31	banana	banana	NOUN
agb-125	36	32	production	production	NOUN
agb-125	36	33	,	,	PUNCT
agb-125	36	34	particularly	particularly	ADV
agb-125	36	35	in	in	ADP
agb-125	36	36	vietnam	vietnam	PROPN
agb-125	36	37	.	.	PUNCT
agb-125	37	1	regardless	regardless	ADV
agb-125	37	2	of	of	ADP
agb-125	37	3	the	the	DET
agb-125	37	4	sector	sector	NOUN
agb-125	37	5	's	's	PART
agb-125	37	6	significance	significance	NOUN
agb-125	37	7	,	,	PUNCT
agb-125	37	8	the	the	DET
agb-125	37	9	banana	banana	NOUN
agb-125	37	10	industry	industry	NOUN
agb-125	37	11	of	of	ADP
agb-125	37	12	vietnam	vietnam	PROPN
agb-125	37	13	is	be	AUX
agb-125	37	14	in	in	ADP
agb-125	37	15	trouble	trouble	NOUN
agb-125	37	16	,	,	PUNCT
agb-125	37	17	affecting	affect	VERB
agb-125	37	18	not	not	PART
agb-125	37	19	only	only	ADV
agb-125	37	20	the	the	DET
agb-125	37	21	industry	industry	NOUN
agb-125	37	22	's	's	PART
agb-125	37	23	performance	performance	NOUN
agb-125	37	24	but	but	CCONJ
agb-125	37	25	also	also	ADV
agb-125	37	26	the	the	DET
agb-125	37	27	livelihood	livelihood	NOUN
agb-125	37	28	of	of	ADP
agb-125	37	29	farmers	farmer	NOUN
agb-125	37	30	and	and	CCONJ
agb-125	37	31	the	the	DET
agb-125	37	32	environment	environment	NOUN
agb-125	37	33	.	.	PUNCT
agb-125	38	1	the	the	DET
agb-125	38	2	reason	reason	NOUN
agb-125	38	3	is	be	AUX
agb-125	38	4	due	due	ADJ
agb-125	38	5	to	to	ADP
agb-125	38	6	several	several	ADJ
agb-125	38	7	issues	issue	NOUN
agb-125	38	8	such	such	ADJ
agb-125	38	9	as	as	ADP
agb-125	38	10	low	low	ADJ
agb-125	38	11	-	-	PUNCT
agb-125	38	12	quality	quality	NOUN
agb-125	38	13	products	product	NOUN
agb-125	38	14	,	,	PUNCT
agb-125	38	15	the	the	DET
agb-125	38	16	priority	priority	NOUN
agb-125	38	17	of	of	ADP
agb-125	38	18	small	small	ADJ
agb-125	38	19	-	-	PUNCT
agb-125	38	20	scale	scale	NOUN
agb-125	38	21	producers	producer	NOUN
agb-125	38	22	,	,	PUNCT
agb-125	38	23	less	less	ADJ
agb-125	38	24	productivity	productivity	NOUN
agb-125	38	25	,	,	PUNCT
agb-125	38	26	fragmentation	fragmentation	NOUN
agb-125	38	27	of	of	ADP
agb-125	38	28	cultivated	cultivate	VERB
agb-125	38	29	area	area	NOUN
agb-125	38	30	and	and	CCONJ
agb-125	38	31	finally	finally	ADV
agb-125	38	32	,	,	PUNCT
agb-125	38	33	absurd	absurd	ADJ
agb-125	38	34	exploitation	exploitation	NOUN
agb-125	38	35	of	of	ADP
agb-125	38	36	pesticides	pesticide	NOUN
agb-125	38	37	and	and	CCONJ
agb-125	38	38	fertilisers	fertiliser	NOUN
agb-125	38	39	.	.	PUNCT
agb-125	39	1	however	however	ADV
agb-125	39	2	,	,	PUNCT
agb-125	39	3	with	with	ADP
agb-125	39	4	evidence	evidence	NOUN
agb-125	39	5	,	,	PUNCT
agb-125	39	6	it	it	PRON
agb-125	39	7	is	be	AUX
agb-125	39	8	reported	report	VERB
agb-125	39	9	that	that	SCONJ
agb-125	39	10	the	the	DET
agb-125	39	11	said	say	VERB
agb-125	39	12	region	region	NOUN
agb-125	39	13	has	have	VERB
agb-125	39	14	the	the	DET
agb-125	39	15	potential	potential	NOUN
agb-125	39	16	to	to	PART
agb-125	39	17	improve	improve	VERB
agb-125	39	18	its	its	PRON
agb-125	39	19	production	production	NOUN
agb-125	39	20	efficiency	efficiency	NOUN
agb-125	39	21	.	.	PUNCT
agb-125	40	1	according	accord	VERB
agb-125	40	2	to	to	ADP
agb-125	40	3	statistics	statistic	NOUN
agb-125	40	4	,	,	PUNCT
agb-125	40	5	the	the	DET
agb-125	40	6	planting	planting	NOUN
agb-125	40	7	area	area	NOUN
agb-125	40	8	of	of	ADP
agb-125	40	9	vietnam	vietnam	PROPN
agb-125	40	10	in	in	ADP
agb-125	40	11	total	total	ADJ
agb-125	40	12	was	be	AUX
agb-125	40	13	133,000	133,000	NUM
agb-125	40	14	hectares	hectare	NOUN
agb-125	40	15	in	in	ADP
agb-125	40	16	2015	2015	NUM
agb-125	40	17	,	,	PUNCT
agb-125	40	18	which	which	PRON
agb-125	40	19	later	later	ADV
agb-125	40	20	increased	increase	VERB
agb-125	40	21	to	to	ADP
agb-125	40	22	154,200	154,200	NUM
agb-125	40	23	hectares	hectare	NOUN
agb-125	40	24	in	in	ADP
agb-125	40	25	2021	2021	NUM
agb-125	40	26	.	.	PUNCT
agb-125	41	1	also	also	ADV
agb-125	41	2	,	,	PUNCT
agb-125	41	3	the	the	DET
agb-125	41	4	production	production	NOUN
agb-125	41	5	of	of	ADP
agb-125	41	6	bananas	banana	NOUN
agb-125	41	7	increased	increase	VERB
agb-125	41	8	from	from	ADP
agb-125	41	9	1981000	1981000	NUM
agb-125	41	10	tons	ton	NOUN
agb-125	41	11	to	to	ADP
agb-125	41	12	2345900	2345900	NUM
agb-125	41	13	tons	ton	NOUN
agb-125	41	14	from	from	ADP
agb-125	41	15	2005	2005	NUM
agb-125	41	16	to	to	ADP
agb-125	41	17	2021	2021	NUM
agb-125	41	18	(	(	PUNCT
agb-125	41	19	vgsf	vgsf	NOUN
agb-125	41	20	,	,	PUNCT
agb-125	41	21	2021	2021	NUM
agb-125	41	22	)	)	PUNCT
agb-125	41	23	.	.	PUNCT
agb-125	42	1	however	however	ADV
agb-125	42	2	,	,	PUNCT
agb-125	42	3	even	even	ADV
agb-125	42	4	with	with	ADP
agb-125	42	5	the	the	DET
agb-125	42	6	increase	increase	NOUN
agb-125	42	7	in	in	ADP
agb-125	42	8	production	production	NOUN
agb-125	42	9	,	,	PUNCT
agb-125	42	10	the	the	DET
agb-125	42	11	quality	quality	NOUN
agb-125	42	12	is	be	AUX
agb-125	42	13	not	not	PART
agb-125	42	14	up	up	ADP
agb-125	42	15	to	to	ADP
agb-125	42	16	the	the	DET
agb-125	42	17	mark	mark	NOUN
agb-125	42	18	to	to	PART
agb-125	42	19	compete	compete	VERB
agb-125	42	20	in	in	ADP
agb-125	42	21	the	the	DET
agb-125	42	22	market	market	NOUN
agb-125	42	23	.	.	PUNCT
agb-125	43	1	it	it	PRON
agb-125	43	2	is	be	AUX
agb-125	43	3	argued	argue	VERB
agb-125	43	4	that	that	SCONJ
agb-125	43	5	resource	resource	NOUN
agb-125	43	6	-	-	PUNCT
agb-125	43	7	based	base	VERB
agb-125	43	8	efficiency	efficiency	NOUN
agb-125	43	9	in	in	ADP
agb-125	43	10	agricultural	agricultural	ADJ
agb-125	43	11	production	production	NOUN
agb-125	43	12	holds	hold	VERB
agb-125	43	13	a	a	DET
agb-125	43	14	greater	great	ADJ
agb-125	43	15	significance	significance	NOUN
agb-125	43	16	and	and	CCONJ
agb-125	43	17	has	have	AUX
agb-125	43	18	been	be	AUX
agb-125	43	19	one	one	NUM
agb-125	43	20	of	of	ADP
agb-125	43	21	debate	debate	NOUN
agb-125	43	22	,	,	PUNCT
agb-125	43	23	especially	especially	ADV
agb-125	43	24	in	in	ADP
agb-125	43	25	the	the	DET
agb-125	43	26	context	context	NOUN
agb-125	43	27	of	of	ADP
agb-125	43	28	developing	develop	VERB
agb-125	43	29	nations	nation	NOUN
agb-125	43	30	.	.	PUNCT
agb-125	44	1	the	the	DET
agb-125	44	2	reason	reason	NOUN
agb-125	44	3	is	be	AUX
agb-125	44	4	that	that	SCONJ
agb-125	44	5	,	,	PUNCT
agb-125	44	6	in	in	ADP
agb-125	44	7	these	these	DET
agb-125	44	8	regions	region	NOUN
agb-125	44	9	,	,	PUNCT
agb-125	44	10	most	most	ADJ
agb-125	44	11	farmers	farmer	NOUN
agb-125	44	12	struggle	struggle	VERB
agb-125	44	13	due	due	ADP
agb-125	44	14	to	to	ADP
agb-125	44	15	the	the	DET
agb-125	44	16	absence	absence	NOUN
agb-125	44	17	of	of	ADP
agb-125	44	18	relevant	relevant	ADJ
agb-125	44	19	resources	resource	NOUN
agb-125	44	20	.	.	PUNCT
agb-125	45	1	it	it	PRON
agb-125	45	2	is	be	AUX
agb-125	45	3	argued	argue	VERB
agb-125	45	4	that	that	SCONJ
agb-125	45	5	the	the	DET
agb-125	45	6	brilliant	brilliant	ADJ
agb-125	45	7	use	use	NOUN
agb-125	45	8	of	of	ADP
agb-125	45	9	resources	resource	NOUN
agb-125	45	10	provides	provide	VERB
agb-125	45	11	a	a	DET
agb-125	45	12	pleasant	pleasant	ADJ
agb-125	45	13	outcome	outcome	NOUN
agb-125	45	14	,	,	PUNCT
agb-125	45	15	such	such	ADJ
agb-125	45	16	as	as	ADP
agb-125	45	17	expanding	expand	VERB
agb-125	45	18	production	production	NOUN
agb-125	45	19	,	,	PUNCT
agb-125	45	20	which	which	PRON
agb-125	45	21	could	could	AUX
agb-125	45	22	be	be	AUX
agb-125	45	23	further	far	ADV
agb-125	45	24	sustainable	sustainable	ADJ
agb-125	45	25	with	with	ADP
agb-125	45	26	farmers	farmer	NOUN
agb-125	45	27	'	'	PART
agb-125	45	28	help	help	NOUN
agb-125	45	29	.	.	PUNCT
agb-125	46	1	agricultural	agricultural	ADJ
agb-125	46	2	production	production	NOUN
agb-125	46	3	is	be	AUX
agb-125	46	4	the	the	DET
agb-125	46	5	series	series	NOUN
agb-125	46	6	of	of	ADP
agb-125	46	7	activities	activity	NOUN
agb-125	46	8	that	that	PRON
agb-125	46	9	transforms	transform	VERB
agb-125	46	10	the	the	DET
agb-125	46	11	raw	raw	ADJ
agb-125	46	12	material	material	NOUN
agb-125	46	13	and	and	CCONJ
agb-125	46	14	resources	resource	NOUN
agb-125	46	15	into	into	ADP
agb-125	46	16	goods	good	NOUN
agb-125	46	17	/	/	SYM
agb-125	46	18	services	service	NOUN
agb-125	46	19	called	call	VERB
agb-125	46	20	output	output	NOUN
agb-125	46	21	in	in	ADP
agb-125	46	22	the	the	DET
agb-125	46	23	economics	economic	NOUN
agb-125	46	24	dictionary	dictionary	PROPN
agb-125	46	25	.	.	PUNCT
agb-125	47	1	the	the	DET
agb-125	47	2	inputs	input	NOUN
agb-125	47	3	could	could	AUX
agb-125	47	4	be	be	AUX
agb-125	47	5	fertilisers	fertiliser	NOUN
agb-125	47	6	,	,	PUNCT
agb-125	47	7	capital	capital	NOUN
agb-125	47	8	,	,	PUNCT
agb-125	47	9	labour	labour	NOUN
agb-125	47	10	,	,	PUNCT
agb-125	47	11	pesticides	pesticide	NOUN
agb-125	47	12	etc	etc	X
agb-125	47	13	.	.	PUNCT
agb-125	48	1	the	the	DET
agb-125	48	2	ultimate	ultimate	ADJ
agb-125	48	3	motive	motive	NOUN
agb-125	48	4	for	for	ADP
agb-125	48	5	using	use	VERB
agb-125	48	6	resources	resource	NOUN
agb-125	48	7	is	be	AUX
agb-125	48	8	to	to	PART
agb-125	48	9	optimise	optimise	VERB
agb-125	48	10	output	output	NOUN
agb-125	48	11	and	and	CCONJ
agb-125	48	12	profit	profit	NOUN
agb-125	48	13	with	with	ADP
agb-125	48	14	minimal	minimal	ADJ
agb-125	48	15	cost	cost	NOUN
agb-125	48	16	.	.	PUNCT
agb-125	49	1	in	in	ADP
agb-125	49	2	such	such	DET
agb-125	49	3	a	a	DET
agb-125	49	4	production	production	NOUN
agb-125	49	5	process	process	NOUN
agb-125	49	6	,	,	PUNCT
agb-125	49	7	the	the	DET
agb-125	49	8	farmer	farmer	NOUN
agb-125	49	9	must	must	AUX
agb-125	49	10	use	use	VERB
agb-125	49	11	resources	resource	NOUN
agb-125	49	12	to	to	PART
agb-125	49	13	achieve	achieve	VERB
agb-125	49	14	the	the	DET
agb-125	49	15	goal	goal	NOUN
agb-125	49	16	efficiently	efficiently	ADV
agb-125	49	17	.	.	PUNCT
agb-125	50	1	further	far	ADV
agb-125	50	2	,	,	PUNCT
agb-125	50	3	estimation	estimation	NOUN
agb-125	50	4	of	of	ADP
agb-125	50	5	efficiency	efficiency	NOUN
agb-125	50	6	offers	offer	VERB
agb-125	50	7	knowledgeable	knowledgeable	ADJ
agb-125	50	8	data	datum	NOUN
agb-125	50	9	that	that	PRON
agb-125	50	10	would	would	AUX
agb-125	50	11	be	be	AUX
agb-125	50	12	helpful	helpful	ADJ
agb-125	50	13	for	for	SCONJ
agb-125	50	14	farmers	farmer	NOUN
agb-125	50	15	to	to	PART
agb-125	50	16	decide	decide	VERB
agb-125	50	17	the	the	DET
agb-125	50	18	utilisation	utilisation	NOUN
agb-125	50	19	of	of	ADP
agb-125	50	20	input	input	NOUN
agb-125	50	21	to	to	PART
agb-125	50	22	produce	produce	VERB
agb-125	50	23	goods	good	NOUN
agb-125	50	24	/	/	SYM
agb-125	50	25	services	service	NOUN
agb-125	50	26	.	.	PUNCT
agb-125	51	1	amongst	amongst	ADV
agb-125	51	2	all	all	PRON
agb-125	51	3	,	,	PUNCT
agb-125	51	4	technical	technical	ADJ
agb-125	51	5	efficiency	efficiency	NOUN
agb-125	51	6	is	be	AUX
agb-125	51	7	one	one	NUM
agb-125	51	8	of	of	ADP
agb-125	51	9	the	the	DET
agb-125	51	10	predominant	predominant	ADJ
agb-125	51	11	types	type	NOUN
agb-125	51	12	.	.	PUNCT
agb-125	52	1	technical	technical	ADJ
agb-125	52	2	efficiency	efficiency	NOUN
agb-125	52	3	is	be	AUX
agb-125	52	4	the	the	DET
agb-125	52	5	ratio	ratio	NOUN
agb-125	52	6	of	of	ADP
agb-125	52	7	observed	observed	ADJ
agb-125	52	8	output	output	NOUN
agb-125	52	9	and	and	CCONJ
agb-125	52	10	maximum	maximum	ADJ
agb-125	52	11	output	output	NOUN
agb-125	52	12	under	under	ADP
agb-125	52	13	the	the	DET
agb-125	52	14	conditional	conditional	ADJ
agb-125	52	15	situation	situation	NOUN
agb-125	52	16	where	where	SCONJ
agb-125	52	17	fixed	fix	VERB
agb-125	52	18	inputs	input	NOUN
agb-125	52	19	are	be	AUX
agb-125	52	20	assumed	assume	VERB
agb-125	52	21	means	mean	VERB
agb-125	52	22	it	it	PRON
agb-125	52	23	is	be	AUX
agb-125	52	24	output	output	NOUN
agb-125	52	25	based	base	VERB
agb-125	52	26	.	.	PUNCT
agb-125	53	1	alternatively	alternatively	ADV
agb-125	53	2	,	,	PUNCT
agb-125	53	3	it	it	PRON
agb-125	53	4	is	be	AUX
agb-125	53	5	also	also	ADV
agb-125	53	6	the	the	DET
agb-125	53	7	ratio	ratio	NOUN
agb-125	53	8	of	of	ADP
agb-125	53	9	minimum	minimum	ADJ
agb-125	53	10	input	input	NOUN
agb-125	53	11	to	to	PART
agb-125	53	12	observed	observed	VERB
agb-125	53	13	out	out	ADP
agb-125	53	14	where	where	SCONJ
agb-125	53	15	it	it	PRON
agb-125	53	16	is	be	AUX
agb-125	53	17	assumed	assume	VERB
agb-125	53	18	that	that	SCONJ
agb-125	53	19	the	the	DET
agb-125	53	20	outputs	output	NOUN
agb-125	53	21	are	be	AUX
agb-125	53	22	fixed	fix	VERB
agb-125	53	23	.	.	PUNCT
agb-125	54	1	hence	hence	ADV
agb-125	54	2	,	,	PUNCT
agb-125	54	3	they	they	PRON
agb-125	54	4	are	be	AUX
agb-125	54	5	input	input	NOUN
agb-125	54	6	-	-	PUNCT
agb-125	54	7	oriented	orient	VERB
agb-125	54	8	(	(	PUNCT
agb-125	54	9	chien	chien	PROPN
agb-125	54	10	et	et	PROPN
agb-125	54	11	al	al	PROPN
agb-125	54	12	.	.	PROPN
agb-125	54	13	,	,	PUNCT
agb-125	54	14	2022	2022	NUM
agb-125	54	15	;	;	PUNCT
agb-125	54	16	t.	t.	PROPN
agb-125	54	17	j.	j.	PROPN
agb-125	54	18	coelli	coelli	PROPN
agb-125	54	19	et	et	PROPN
agb-125	54	20	al	al	PROPN
agb-125	54	21	.	.	PROPN
agb-125	54	22	,	,	PUNCT
agb-125	54	23	2005	2005	NUM
agb-125	54	24	;	;	PUNCT
agb-125	54	25	farrell	farrell	PROPN
agb-125	54	26	,	,	PUNCT
agb-125	54	27	1957	1957	NUM
agb-125	54	28	)	)	PUNCT
agb-125	54	29	.	.	PUNCT
agb-125	55	1	with	with	ADP
agb-125	55	2	this	this	DET
agb-125	55	3	debatable	debatable	ADJ
agb-125	55	4	statement	statement	NOUN
agb-125	55	5	,	,	PUNCT
agb-125	55	6	the	the	DET
agb-125	55	7	current	current	ADJ
agb-125	55	8	study	study	NOUN
agb-125	55	9	has	have	VERB
agb-125	55	10	a	a	DET
agb-125	55	11	specific	specific	ADJ
agb-125	55	12	objective	objective	NOUN
agb-125	55	13	:	:	PUNCT
agb-125	55	14	to	to	PART
agb-125	55	15	estimate	estimate	VERB
agb-125	55	16	the	the	DET
agb-125	55	17	role	role	NOUN
agb-125	55	18	of	of	ADP
agb-125	55	19	resource	resource	NOUN
agb-125	55	20	-	-	PUNCT
agb-125	55	21	based	base	VERB
agb-125	55	22	efficiency	efficiency	NOUN
agb-125	55	23	and	and	CCONJ
agb-125	55	24	identify	identify	VERB
agb-125	55	25	the	the	DET
agb-125	55	26	critical	critical	ADJ
agb-125	55	27	determinants	determinant	NOUN
agb-125	55	28	of	of	ADP
agb-125	55	29	banana	banana	NOUN
agb-125	55	30	production	production	NOUN
agb-125	55	31	by	by	ADP
agb-125	55	32	utilising	utilise	VERB
agb-125	55	33	a	a	DET
agb-125	55	34	stochastic	stochastic	ADJ
agb-125	55	35	frontier	frontier	NOUN
agb-125	55	36	approach	approach	NOUN
agb-125	55	37	and	and	CCONJ
agb-125	55	38	technical	technical	ADJ
agb-125	55	39	efficiency	efficiency	NOUN
agb-125	55	40	technique	technique	NOUN
agb-125	55	41	in	in	ADP
agb-125	55	42	vietnam	vietnam	PROPN
agb-125	55	43	.	.	PUNCT
agb-125	56	1	based	base	VERB
agb-125	56	2	on	on	ADP
agb-125	56	3	technical	technical	ADJ
agb-125	56	4	details	detail	NOUN
agb-125	56	5	,	,	PUNCT
agb-125	56	6	the	the	DET
agb-125	56	7	study	study	NOUN
agb-125	56	8	thus	thus	ADV
agb-125	56	9	offers	offer	VERB
agb-125	56	10	insightful	insightful	ADJ
agb-125	56	11	evidence	evidence	NOUN
agb-125	56	12	on	on	ADP
agb-125	56	13	the	the	DET
agb-125	56	14	methods	method	NOUN
agb-125	56	15	which	which	PRON
agb-125	56	16	could	could	AUX
agb-125	56	17	be	be	AUX
agb-125	56	18	helpful	helpful	ADJ
agb-125	56	19	for	for	SCONJ
agb-125	56	20	farmers	farmer	NOUN
agb-125	56	21	to	to	PART
agb-125	56	22	make	make	VERB
agb-125	56	23	effective	effective	ADJ
agb-125	56	24	use	use	NOUN
agb-125	56	25	of	of	ADP
agb-125	56	26	resources	resource	NOUN
agb-125	56	27	to	to	PART
agb-125	56	28	produce	produce	VERB
agb-125	56	29	quality	quality	NOUN
agb-125	56	30	bananas	banana	NOUN
agb-125	56	31	with	with	ADP
agb-125	56	32	enhanced	enhanced	ADJ
agb-125	56	33	production	production	NOUN
agb-125	56	34	.	.	PUNCT
agb-125	57	1	as	as	SCONJ
agb-125	57	2	the	the	DET
agb-125	57	3	banana	banana	NOUN
agb-125	57	4	market	market	NOUN
agb-125	57	5	is	be	AUX
agb-125	57	6	competitive	competitive	ADJ
agb-125	57	7	all	all	ADV
agb-125	57	8	over	over	ADP
agb-125	57	9	the	the	DET
agb-125	57	10	globe	globe	NOUN
agb-125	57	11	and	and	CCONJ
agb-125	57	12	there	there	PRON
agb-125	57	13	seems	seem	VERB
agb-125	57	14	to	to	PART
agb-125	57	15	be	be	AUX
agb-125	57	16	high	high	ADJ
agb-125	57	17	production	production	NOUN
agb-125	57	18	cost	cost	NOUN
agb-125	57	19	involvement	involvement	NOUN
agb-125	57	20	,	,	PUNCT
agb-125	57	21	we	we	PRON
agb-125	57	22	can	can	AUX
agb-125	57	23	say	say	VERB
agb-125	57	24	that	that	SCONJ
agb-125	57	25	production	production	NOUN
agb-125	57	26	efficiency	efficiency	NOUN
agb-125	57	27	is	be	AUX
agb-125	57	28	now	now	ADV
agb-125	57	29	viewed	view	VERB
agb-125	57	30	as	as	ADP
agb-125	57	31	a	a	DET
agb-125	57	32	crucial	crucial	ADJ
agb-125	57	33	factor	factor	NOUN
agb-125	57	34	which	which	PRON
agb-125	57	35	could	could	AUX
agb-125	57	36	shape	shape	VERB
agb-125	57	37	the	the	DET
agb-125	57	38	banana	banana	NOUN
agb-125	57	39	industry	industry	NOUN
agb-125	57	40	of	of	ADP
agb-125	57	41	vietnam	vietnam	PROPN
agb-125	57	42	in	in	ADP
agb-125	57	43	future	future	NOUN
agb-125	57	44	,	,	PUNCT
agb-125	57	45	if	if	SCONJ
agb-125	57	46	not	not	PART
agb-125	57	47	neglected	neglect	VERB
agb-125	57	48	and	and	CCONJ
agb-125	57	49	compromised	compromise	VERB
agb-125	57	50	.	.	PUNCT
agb-125	58	1	it	it	PRON
agb-125	58	2	is	be	AUX
agb-125	58	3	obvious	obvious	ADJ
agb-125	58	4	from	from	ADP
agb-125	58	5	the	the	DET
agb-125	58	6	earlier	early	ADJ
agb-125	58	7	debate	debate	NOUN
agb-125	58	8	that	that	SCONJ
agb-125	58	9	either	either	CCONJ
agb-125	58	10	designing	design	VERB
agb-125	58	11	or	or	CCONJ
agb-125	58	12	adopting	adopt	VERB
agb-125	58	13	novel	novel	ADJ
agb-125	58	14	production	production	NOUN
agb-125	58	15	technology	technology	NOUN
agb-125	58	16	is	be	AUX
agb-125	58	17	a	a	DET
agb-125	58	18	great	great	ADJ
agb-125	58	19	asset	asset	NOUN
agb-125	58	20	for	for	ADP
agb-125	58	21	the	the	DET
agb-125	58	22	industry	industry	NOUN
agb-125	58	23	as	as	SCONJ
agb-125	58	24	it	it	PRON
agb-125	58	25	increases	increase	VERB
agb-125	58	26	production	production	NOUN
agb-125	58	27	efficiency	efficiency	NOUN
agb-125	58	28	.	.	PUNCT
agb-125	59	1	moreover	moreover	ADV
agb-125	59	2	,	,	PUNCT
agb-125	59	3	the	the	DET
agb-125	59	4	industry	industry	NOUN
agb-125	59	5	with	with	ADP
agb-125	59	6	the	the	DET
agb-125	59	7	said	say	VERB
agb-125	59	8	gains	gain	NOUN
agb-125	59	9	could	could	AUX
agb-125	59	10	have	have	VERB
agb-125	59	11	the	the	DET
agb-125	59	12	leverage	leverage	NOUN
agb-125	59	13	to	to	PART
agb-125	59	14	maintain	maintain	VERB
agb-125	59	15	its	its	PRON
agb-125	59	16	economic	economic	ADJ
agb-125	59	17	viability	viability	NOUN
agb-125	59	18	.	.	PUNCT
agb-125	60	1	in	in	ADP
agb-125	60	2	other	other	ADJ
agb-125	60	3	words	word	NOUN
agb-125	60	4	,	,	PUNCT
agb-125	60	5	we	we	PRON
agb-125	60	6	can	can	AUX
agb-125	60	7	say	say	VERB
agb-125	60	8	that	that	SCONJ
agb-125	60	9	the	the	DET
agb-125	60	10	total	total	ADJ
agb-125	60	11	output	output	NOUN
agb-125	60	12	of	of	ADP
agb-125	60	13	said	say	VERB
agb-125	60	14	industry	industry	NOUN
agb-125	60	15	may	may	AUX
agb-125	60	16	get	get	VERB
agb-125	60	17	the	the	DET
agb-125	60	18	chance	chance	NOUN
agb-125	60	19	to	to	PART
agb-125	60	20	be	be	AUX
agb-125	60	21	increased	increase	VERB
agb-125	60	22	without	without	ADP
agb-125	60	23	increasing	increase	VERB
agb-125	60	24	cost	cost	NOUN
agb-125	60	25	production	production	NOUN
agb-125	60	26	,	,	PUNCT
agb-125	60	27	thus	thus	ADV
agb-125	60	28	shifting	shift	VERB
agb-125	60	29	focus	focus	NOUN
agb-125	60	30	towards	towards	ADP
agb-125	60	31	effective	effective	ADJ
agb-125	60	32	utilisation	utilisation	NOUN
agb-125	60	33	of	of	ADP
agb-125	60	34	available	available	ADJ
agb-125	60	35	resources	resource	NOUN
agb-125	60	36	and	and	CCONJ
agb-125	60	37	technology	technology	NOUN
agb-125	60	38	.	.	PUNCT
agb-125	61	1	the	the	DET
agb-125	61	2	debate	debate	NOUN
agb-125	61	3	is	be	AUX
agb-125	61	4	enough	enough	ADJ
agb-125	61	5	to	to	PART
agb-125	61	6	show	show	VERB
agb-125	61	7	the	the	DET
agb-125	61	8	need	need	NOUN
agb-125	61	9	for	for	ADP
agb-125	61	10	study	study	NOUN
agb-125	61	11	;	;	PUNCT
agb-125	61	12	thereby	thereby	ADV
agb-125	61	13	,	,	PUNCT
agb-125	61	14	the	the	DET
agb-125	61	15	study	study	NOUN
agb-125	61	16	intends	intend	VERB
agb-125	61	17	to	to	PART
agb-125	61	18	investigate	investigate	VERB
agb-125	61	19	the	the	DET
agb-125	61	20	efficiency	efficiency	NOUN
agb-125	61	21	level	level	NOUN
agb-125	61	22	of	of	ADP
agb-125	61	23	banana	banana	NOUN
agb-125	61	24	production	production	NOUN
agb-125	61	25	at	at	ADP
agb-125	61	26	individual	individual	ADJ
agb-125	61	27	and	and	CCONJ
agb-125	61	28	industry	industry	NOUN
agb-125	61	29	both	both	DET
agb-125	61	30	levels	level	NOUN
agb-125	61	31	.	.	PUNCT
agb-125	62	1	with	with	ADP
agb-125	62	2	the	the	DET
agb-125	62	3	evidence	evidence	NOUN
agb-125	62	4	,	,	PUNCT
agb-125	62	5	the	the	DET
agb-125	62	6	study	study	NOUN
agb-125	62	7	sheds	shed	VERB
agb-125	62	8	light	light	NOUN
agb-125	62	9	on	on	ADP
agb-125	62	10	the	the	DET
agb-125	62	11	unveil	unveil	ADJ
agb-125	62	12	determinants	determinant	NOUN
agb-125	62	13	which	which	PRON
agb-125	62	14	could	could	AUX
agb-125	62	15	be	be	AUX
agb-125	62	16	of	of	ADP
agb-125	62	17	greater	great	ADJ
agb-125	62	18	use	use	NOUN
agb-125	62	19	to	to	PART
agb-125	62	20	make	make	VERB
agb-125	62	21	the	the	DET
agb-125	62	22	improvements	improvement	NOUN
agb-125	62	23	.	.	PUNCT
agb-125	63	1	also	also	ADV
agb-125	63	2	,	,	PUNCT
agb-125	63	3	the	the	DET
agb-125	63	4	association	association	NOUN
agb-125	63	5	of	of	ADP
agb-125	63	6	efficiency	efficiency	NOUN
agb-125	63	7	level	level	NOUN
agb-125	63	8	with	with	ADP
agb-125	63	9	critical	critical	ADJ
agb-125	63	10	factors	factor	NOUN
agb-125	63	11	provides	provide	VERB
agb-125	63	12	a	a	DET
agb-125	63	13	better	well	ADJ
agb-125	63	14	insight	insight	NOUN
agb-125	63	15	that	that	PRON
agb-125	63	16	may	may	AUX
agb-125	63	17	help	help	VERB
agb-125	63	18	restructure	restructure	VERB
agb-125	63	19	the	the	DET
agb-125	63	20	existing	exist	VERB
agb-125	63	21	policies	policy	NOUN
agb-125	63	22	.	.	PUNCT
agb-125	64	1	2	2	X
agb-125	64	2	.	.	X
agb-125	64	3	methodology	methodology	NOUN
agb-125	64	4	2.1	2.1	NUM
agb-125	64	5	research	research	NOUN
agb-125	64	6	area	area	NOUN
agb-125	64	7	vietnam	vietnam	PROPN
agb-125	64	8	's	's	PART
agb-125	64	9	hung	hung	ADJ
agb-125	64	10	yen	yen	NOUN
agb-125	64	11	province	province	NOUN
agb-125	64	12	is	be	AUX
agb-125	64	13	located	locate	VERB
agb-125	64	14	in	in	ADP
agb-125	64	15	the	the	DET
agb-125	64	16	red	red	PROPN
agb-125	64	17	river	river	PROPN
agb-125	64	18	delta	delta	NOUN
agb-125	64	19	.	.	PUNCT
agb-125	65	1	the	the	DET
agb-125	65	2	region	region	NOUN
agb-125	65	3	consists	consist	VERB
agb-125	65	4	of	of	ADP
agb-125	65	5	flat	flat	ADJ
agb-125	65	6	land	land	NOUN
agb-125	65	7	.	.	PUNCT
agb-125	66	1	hence	hence	ADV
agb-125	66	2	there	there	PRON
agb-125	66	3	are	be	VERB
agb-125	66	4	no	no	DET
agb-125	66	5	mountains	mountain	NOUN
agb-125	66	6	or	or	CCONJ
agb-125	66	7	hills	hill	NOUN
agb-125	66	8	.	.	PUNCT
agb-125	67	1	the	the	DET
agb-125	67	2	proportion	proportion	NOUN
agb-125	67	3	of	of	ADP
agb-125	67	4	agricultural	agricultural	ADJ
agb-125	67	5	land	land	NOUN
agb-125	67	6	in	in	ADP
agb-125	67	7	this	this	DET
agb-125	67	8	province	province	NOUN
agb-125	67	9	is	be	AUX
agb-125	67	10	approximately	approximately	ADV
agb-125	67	11	61,037	61,037	NUM
agb-125	67	12	hectares	hectare	NOUN
agb-125	67	13	,	,	PUNCT
agb-125	67	14	with	with	ADP
agb-125	67	15	annual	annual	ADJ
agb-125	67	16	crops	crop	NOUN
agb-125	67	17	accounting	account	VERB
agb-125	67	18	for	for	ADP
agb-125	67	19	91	91	NUM
agb-125	67	20	%	%	NOUN
agb-125	67	21	of	of	ADP
agb-125	67	22	the	the	DET
agb-125	67	23	land	land	NOUN
agb-125	67	24	.	.	PUNCT
agb-125	68	1	the	the	DET
agb-125	68	2	remainder	remainder	NOUN
agb-125	68	3	of	of	ADP
agb-125	68	4	the	the	DET
agb-125	68	5	land	land	NOUN
agb-125	68	6	is	be	AUX
agb-125	68	7	devoted	devote	VERB
agb-125	68	8	to	to	ADP
agb-125	68	9	perennial	perennial	ADJ
agb-125	68	10	crops	crop	NOUN
agb-125	68	11	,	,	PUNCT
agb-125	68	12	aquaculture	aquaculture	NOUN
agb-125	68	13	water	water	NOUN
agb-125	68	14	,	,	PUNCT
agb-125	68	15	and	and	CCONJ
agb-125	68	16	other	other	ADJ
agb-125	68	17	uses	use	NOUN
agb-125	68	18	.	.	PUNCT
agb-125	69	1	in	in	ADP
agb-125	69	2	addition	addition	NOUN
agb-125	69	3	,	,	PUNCT
agb-125	69	4	the	the	DET
agb-125	69	5	province	province	NOUN
agb-125	69	6	possesses	possess	VERB
agb-125	69	7	around	around	ADP
agb-125	69	8	7,471	7,471	NUM
agb-125	69	9	hectares	hectare	NOUN
agb-125	69	10	of	of	ADP
agb-125	69	11	vacant	vacant	ADJ
agb-125	69	12	land	land	NOUN
agb-125	69	13	,	,	PUNCT
agb-125	69	14	which	which	PRON
agb-125	69	15	may	may	AUX
agb-125	69	16	be	be	AUX
agb-125	69	17	utilised	utilise	VERB
agb-125	69	18	for	for	ADP
agb-125	69	19	agricultural	agricultural	ADJ
agb-125	69	20	purposes	purpose	NOUN
agb-125	69	21	.	.	PUNCT
agb-125	70	1	the	the	DET
agb-125	70	2	province	province	NOUN
agb-125	70	3	is	be	AUX
agb-125	70	4	recognised	recognise	VERB
agb-125	70	5	as	as	ADP
agb-125	70	6	one	one	NUM
agb-125	70	7	of	of	ADP
agb-125	70	8	vietnam	vietnam	PROPN
agb-125	70	9	's	's	PART
agb-125	70	10	greatest	great	ADJ
agb-125	70	11	banana	banana	NOUN
agb-125	70	12	plantation	plantation	NOUN
agb-125	70	13	regions	region	NOUN
agb-125	70	14	.	.	PUNCT
agb-125	71	1	statistics	statistic	NOUN
agb-125	71	2	reveal	reveal	VERB
agb-125	71	3	that	that	SCONJ
agb-125	71	4	this	this	DET
agb-125	71	5	province	province	NOUN
agb-125	71	6	's	's	PART
agb-125	71	7	total	total	ADJ
agb-125	71	8	banana	banana	NOUN
agb-125	71	9	area	area	NOUN
agb-125	71	10	is	be	AUX
agb-125	71	11	approximately	approximately	ADV
agb-125	71	12	2736	2736	NUM
agb-125	71	13	hectares	hectare	NOUN
agb-125	71	14	and	and	CCONJ
agb-125	71	15	can	can	AUX
agb-125	71	16	produce	produce	VERB
agb-125	71	17	72798	72798	NUM
agb-125	71	18	tons	ton	NOUN
agb-125	71	19	of	of	ADP
agb-125	71	20	bananas	banana	NOUN
agb-125	71	21	annually	annually	ADV
agb-125	71	22	.	.	PUNCT
agb-125	72	1	khoai	khoai	ADJ
agb-125	72	2	chai	chai	NOUN
agb-125	72	3	,	,	PUNCT
agb-125	72	4	kim	kim	PROPN
agb-125	72	5	dong	dong	PROPN
agb-125	72	6	,	,	PUNCT
agb-125	72	7	and	and	CCONJ
agb-125	72	8	hung	hang	VERB
agb-125	72	9	yen	yen	NOUN
agb-125	72	10	are	be	AUX
agb-125	72	11	among	among	ADP
agb-125	72	12	the	the	DET
agb-125	72	13	cities	city	NOUN
agb-125	72	14	in	in	ADP
agb-125	72	15	the	the	DET
agb-125	72	16	provinces	province	NOUN
agb-125	72	17	with	with	ADP
agb-125	72	18	the	the	DET
agb-125	72	19	most	most	ADJ
agb-125	72	20	banana	banana	NOUN
agb-125	72	21	acreage	acreage	NOUN
agb-125	72	22	and	and	CCONJ
agb-125	72	23	,	,	PUNCT
agb-125	72	24	thus	thus	ADV
agb-125	72	25	,	,	PUNCT
agb-125	72	26	the	the	DET
agb-125	72	27	highest	high	ADJ
agb-125	72	28	productivity	productivity	NOUN
agb-125	72	29	.	.	PUNCT
agb-125	73	1	according	accord	VERB
agb-125	73	2	to	to	ADP
agb-125	73	3	data	datum	NOUN
agb-125	73	4	from	from	ADP
agb-125	73	5	2021	2021	NUM
agb-125	73	6	,	,	PUNCT
agb-125	73	7	the	the	DET
agb-125	73	8	area	area	NOUN
agb-125	73	9	grew	grow	VERB
agb-125	73	10	to	to	ADP
agb-125	73	11	2736	2736	NUM
agb-125	73	12	hectares	hectare	NOUN
agb-125	73	13	,	,	PUNCT
agb-125	73	14	of	of	ADP
agb-125	73	15	which	which	PRON
agb-125	73	16	2603	2603	NUM
agb-125	73	17	hectares	hectare	NOUN
agb-125	73	18	were	be	AUX
agb-125	73	19	used	use	VERB
agb-125	73	20	for	for	ADP
agb-125	73	21	banana	banana	NOUN
agb-125	73	22	harvesting	harvesting	NOUN
agb-125	73	23	(	(	PUNCT
agb-125	73	24	hyso	hyso	NOUN
agb-125	73	25	,	,	PUNCT
agb-125	73	26	2021	2021	NUM
agb-125	73	27	)	)	PUNCT
agb-125	73	28	.	.	PUNCT
agb-125	74	1	the	the	DET
agb-125	74	2	three	three	NUM
agb-125	74	3	districts	district	NOUN
agb-125	74	4	and	and	CCONJ
agb-125	74	5	cities	city	NOUN
agb-125	74	6	of	of	ADP
agb-125	74	7	hung	hung	ADJ
agb-125	74	8	yen	yen	NOUN
agb-125	74	9	province	province	NOUN
agb-125	74	10	were	be	AUX
agb-125	74	11	chosen	choose	VERB
agb-125	74	12	for	for	ADP
agb-125	74	13	this	this	DET
agb-125	74	14	study	study	NOUN
agb-125	74	15	.	.	PUNCT
agb-125	75	1	in	in	ADP
agb-125	75	2	2022	2022	NUM
agb-125	75	3	,	,	PUNCT
agb-125	75	4	160	160	NUM
agb-125	75	5	farmers	farmer	NOUN
agb-125	75	6	were	be	AUX
agb-125	75	7	to	to	PART
agb-125	75	8	be	be	AUX
agb-125	75	9	selected	select	VERB
agb-125	75	10	as	as	ADP
agb-125	75	11	the	the	DET
agb-125	75	12	study	study	NOUN
agb-125	75	13	sample	sample	NOUN
agb-125	75	14	and	and	CCONJ
agb-125	75	15	interviewed	interview	VERB
agb-125	75	16	.	.	PUNCT
agb-125	76	1	the	the	DET
agb-125	76	2	selection	selection	NOUN
agb-125	76	3	of	of	ADP
agb-125	76	4	the	the	DET
agb-125	76	5	sample	sample	NOUN
agb-125	76	6	was	be	AUX
agb-125	76	7	based	base	VERB
agb-125	76	8	on	on	ADP
agb-125	76	9	a	a	DET
agb-125	76	10	stratified	stratified	ADJ
agb-125	76	11	sampling	sampling	NOUN
agb-125	76	12	methodology	methodology	NOUN
agb-125	76	13	.	.	PUNCT
agb-125	77	1	it	it	PRON
agb-125	77	2	should	should	AUX
agb-125	77	3	be	be	AUX
agb-125	77	4	emphasised	emphasise	VERB
agb-125	77	5	that	that	SCONJ
agb-125	77	6	the	the	DET
agb-125	77	7	selected	select	VERB
agb-125	77	8	banana	banana	NOUN
agb-125	77	9	farms	farm	NOUN
agb-125	77	10	are	be	AUX
agb-125	77	11	indicative	indicative	ADJ
agb-125	77	12	of	of	ADP
agb-125	77	13	the	the	DET
agb-125	77	14	topography	topography	NOUN
agb-125	77	15	of	of	ADP
agb-125	77	16	hung	hung	ADJ
agb-125	77	17	yen	yen	PROPN
agb-125	77	18	province	province	NOUN
agb-125	77	19	's	's	PART
agb-125	77	20	banana	banana	NOUN
agb-125	77	21	production	production	NOUN
agb-125	77	22	regions	region	NOUN
agb-125	77	23	.	.	PUNCT
agb-125	78	1	2.2	2.2	NUM
agb-125	78	2	te	te	ADP
agb-125	78	3	theory	theory	NOUN
agb-125	78	4	technical	technical	ADJ
agb-125	78	5	efficiency	efficiency	NOUN
agb-125	78	6	,	,	PUNCT
agb-125	78	7	abbreviated	abbreviate	VERB
agb-125	78	8	as	as	ADP
agb-125	78	9	te	te	PROPN
agb-125	78	10	,	,	PUNCT
agb-125	78	11	refers	refer	VERB
agb-125	78	12	to	to	ADP
agb-125	78	13	a	a	DET
agb-125	78	14	farmer	farmer	NOUN
agb-125	78	15	's	's	PART
agb-125	78	16	capacity	capacity	NOUN
agb-125	78	17	to	to	PART
agb-125	78	18	achieve	achieve	VERB
agb-125	78	19	the	the	DET
agb-125	78	20	greatest	great	ADJ
agb-125	78	21	possible	possible	ADJ
agb-125	78	22	output	output	NOUN
agb-125	78	23	from	from	ADP
agb-125	78	24	a	a	DET
agb-125	78	25	series	series	NOUN
agb-125	78	26	of	of	ADP
agb-125	78	27	inputs	input	NOUN
agb-125	78	28	and	and	CCONJ
agb-125	78	29	available	available	ADJ
agb-125	78	30	technology	technology	NOUN
agb-125	78	31	.	.	PUNCT
agb-125	79	1	to	to	PART
agb-125	79	2	conceptualise	conceptualise	VERB
agb-125	79	3	it	it	PRON
agb-125	79	4	,	,	PUNCT
agb-125	79	5	we	we	PRON
agb-125	79	6	can	can	AUX
agb-125	79	7	say	say	VERB
agb-125	79	8	that	that	SCONJ
agb-125	79	9	it	it	PRON
agb-125	79	10	measures	measure	VERB
agb-125	79	11	the	the	DET
agb-125	79	12	difference	difference	NOUN
agb-125	79	13	between	between	ADP
agb-125	79	14	farmers	farmer	NOUN
agb-125	79	15	'	'	PART
agb-125	79	16	average	average	ADJ
agb-125	79	17	and	and	CCONJ
agb-125	79	18	best	good	ADJ
agb-125	79	19	yields	yield	NOUN
agb-125	79	20	and	and	CCONJ
agb-125	79	21	provides	provide	VERB
agb-125	79	22	the	the	DET
agb-125	79	23	maximum	maximum	ADJ
agb-125	79	24	output	output	NOUN
agb-125	79	25	from	from	ADP
agb-125	79	26	the	the	DET
agb-125	79	27	production	production	NOUN
agb-125	79	28	system	system	NOUN
agb-125	79	29	.	.	PUNCT
agb-125	80	1	te	te	PROPN
agb-125	80	2	is	be	AUX
agb-125	80	3	the	the	DET
agb-125	80	4	ratio	ratio	NOUN
agb-125	80	5	between	between	ADP
agb-125	80	6	the	the	DET
agb-125	80	7	actual	actual	ADJ
agb-125	80	8	output	output	NOUN
agb-125	80	9	of	of	ADP
agb-125	80	10	an	an	DET
agb-125	80	11	operation	operation	NOUN
agb-125	80	12	(	(	PUNCT
agb-125	80	13	y	y	NOUN
agb-125	80	14	)	)	PUNCT
agb-125	80	15	and	and	CCONJ
agb-125	80	16	the	the	DET
agb-125	80	17	maximum	maximum	ADJ
agb-125	80	18	possible	possible	ADJ
agb-125	80	19	output	output	NOUN
agb-125	80	20	(	(	PUNCT
agb-125	80	21	y	y	NOUN
agb-125	80	22	*	*	NOUN
agb-125	80	23	)	)	PUNCT
agb-125	80	24	given	give	VERB
agb-125	80	25	the	the	DET
agb-125	80	26	available	available	ADJ
agb-125	80	27	agbioforum	agbioforum	NOUN
agb-125	80	28	,	,	PUNCT
agb-125	80	29	24(2	24(2	NUM
agb-125	80	30	)	)	PUNCT
agb-125	80	31	,	,	PUNCT
agb-125	80	32	2022	2022	NUM
agb-125	80	33	|	|	ADV
agb-125	80	34	60	60	NUM
agb-125	80	35	hung	hung	PROPN
agb-125	80	36	,	,	PUNCT
agb-125	80	37	huong	huong	PROPN
agb-125	80	38	,	,	PUNCT
agb-125	80	39	thuong	thuong	NOUN
agb-125	80	40	,	,	PUNCT
agb-125	80	41	oanh	oanh	ADV
agb-125	80	42	,	,	PUNCT
agb-125	80	43	chuong	chuong	PROPN
agb-125	80	44	,	,	PUNCT
agb-125	80	45	ha	ha	INTJ
agb-125	80	46	and	and	CCONJ
agb-125	80	47	luong	luong	PROPN
agb-125	80	48	.	.	PUNCT
agb-125	81	1	—	—	PUNCT
agb-125	81	2	technical	technical	ADJ
agb-125	81	3	efficiency	efficiency	NOUN
agb-125	81	4	of	of	ADP
agb-125	81	5	smallholder	smallholder	NOUN
agb-125	81	6	banana	banana	NOUN
agb-125	81	7	production	production	NOUN
agb-125	81	8	:	:	PUNCT
agb-125	81	9	a	a	DET
agb-125	81	10	case	case	NOUN
agb-125	81	11	study	study	NOUN
agb-125	81	12	in	in	ADP
agb-125	81	13	…	…	PUNCT
agb-125	81	14	resources	resource	NOUN
agb-125	81	15	and	and	CCONJ
agb-125	81	16	technology	technology	NOUN
agb-125	81	17	.	.	PUNCT
agb-125	82	1	prior	prior	ADJ
agb-125	82	2	research	research	NOUN
agb-125	82	3	employed	employ	VERB
agb-125	82	4	tie	tie	NOUN
agb-125	82	5	as	as	ADP
agb-125	82	6	a	a	DET
agb-125	82	7	substitute	substitute	NOUN
agb-125	82	8	for	for	ADP
agb-125	82	9	te	te	PROPN
agb-125	82	10	and	and	CCONJ
agb-125	82	11	measured	measure	VERB
agb-125	82	12	it	it	PRON
agb-125	82	13	using	use	VERB
agb-125	82	14	the	the	DET
agb-125	82	15	formula	formula	NOUN
agb-125	82	16	:	:	PUNCT
agb-125	82	17	te	te	PROPN
agb-125	82	18	=	=	SYM
agb-125	82	19	1	1	NUM
agb-125	82	20	tie	tie	NOUN
agb-125	82	21	.	.	PUNCT
agb-125	83	1	estimating	estimate	VERB
agb-125	83	2	the	the	DET
agb-125	83	3	te	te	NOUN
agb-125	83	4	or	or	CCONJ
agb-125	83	5	tie	tie	VERB
agb-125	83	6	of	of	ADP
agb-125	83	7	farmers	farmer	NOUN
agb-125	83	8	in	in	ADP
agb-125	83	9	the	the	DET
agb-125	83	10	study	study	NOUN
agb-125	83	11	site	site	NOUN
agb-125	83	12	provides	provide	VERB
agb-125	83	13	numerous	numerous	ADJ
agb-125	83	14	crucial	crucial	ADJ
agb-125	83	15	data	datum	NOUN
agb-125	83	16	from	from	ADP
agb-125	83	17	which	which	PRON
agb-125	83	18	alternatives	alternative	NOUN
agb-125	83	19	for	for	ADP
agb-125	83	20	enhancing	enhance	VERB
agb-125	83	21	farmers	farmer	NOUN
agb-125	83	22	'	'	PART
agb-125	83	23	productivity	productivity	NOUN
agb-125	83	24	can	can	AUX
agb-125	83	25	be	be	AUX
agb-125	83	26	derived	derive	VERB
agb-125	83	27	.	.	PUNCT
agb-125	84	1	there	there	PRON
agb-125	84	2	are	be	VERB
agb-125	84	3	distinct	distinct	ADJ
agb-125	84	4	categories	category	NOUN
agb-125	84	5	of	of	ADP
agb-125	84	6	farmers	farmer	NOUN
agb-125	84	7	depending	depend	VERB
agb-125	84	8	on	on	ADP
agb-125	84	9	their	their	PRON
agb-125	84	10	variable	variable	ADJ
agb-125	84	11	production	production	NOUN
agb-125	84	12	operation	operation	NOUN
agb-125	84	13	efficiency	efficiency	NOUN
agb-125	84	14	.	.	PUNCT
agb-125	85	1	additionally	additionally	ADV
agb-125	85	2	,	,	PUNCT
agb-125	85	3	some	some	DET
agb-125	85	4	farmers	farmer	NOUN
agb-125	85	5	are	be	AUX
agb-125	85	6	inefficient	inefficient	ADJ
agb-125	85	7	at	at	ADP
agb-125	85	8	managing	manage	VERB
agb-125	85	9	production	production	NOUN
agb-125	85	10	activities	activity	NOUN
agb-125	85	11	.	.	PUNCT
agb-125	86	1	consequently	consequently	ADV
agb-125	86	2	,	,	PUNCT
agb-125	86	3	these	these	DET
agb-125	86	4	two	two	NUM
agb-125	86	5	situations	situation	NOUN
agb-125	86	6	necessitate	necessitate	ADJ
agb-125	86	7	distinct	distinct	ADJ
agb-125	86	8	strategies	strategy	NOUN
agb-125	86	9	that	that	PRON
agb-125	86	10	enhance	enhance	VERB
agb-125	86	11	farmers	farmer	NOUN
agb-125	86	12	'	'	PART
agb-125	86	13	productivity	productivity	NOUN
agb-125	86	14	.	.	PUNCT
agb-125	87	1	for	for	ADP
agb-125	87	2	example	example	NOUN
agb-125	87	3	,	,	PUNCT
agb-125	87	4	if	if	SCONJ
agb-125	87	5	farmers	farmer	NOUN
agb-125	87	6	have	have	VERB
agb-125	87	7	no	no	DET
agb-125	87	8	efficiency	efficiency	NOUN
agb-125	87	9	to	to	PART
agb-125	87	10	demonstrate	demonstrate	VERB
agb-125	87	11	in	in	ADP
agb-125	87	12	their	their	PRON
agb-125	87	13	production	production	NOUN
agb-125	87	14	system	system	NOUN
agb-125	87	15	,	,	PUNCT
agb-125	87	16	the	the	DET
agb-125	87	17	tactics	tactic	NOUN
agb-125	87	18	/	/	SYM
agb-125	87	19	strategy	strategy	NOUN
agb-125	87	20	must	must	AUX
agb-125	87	21	be	be	AUX
agb-125	87	22	heavily	heavily	ADV
agb-125	87	23	focused	focused	ADJ
agb-125	87	24	on	on	ADP
agb-125	87	25	those	those	DET
agb-125	87	26	factors	factor	NOUN
agb-125	87	27	that	that	PRON
agb-125	87	28	will	will	AUX
agb-125	87	29	aid	aid	VERB
agb-125	87	30	in	in	ADP
agb-125	87	31	increasing	increase	VERB
agb-125	87	32	efficiency	efficiency	NOUN
agb-125	87	33	.	.	PUNCT
agb-125	88	1	this	this	PRON
agb-125	88	2	demonstrates	demonstrate	VERB
agb-125	88	3	that	that	SCONJ
agb-125	88	4	the	the	DET
agb-125	88	5	factors	factor	NOUN
agb-125	88	6	directly	directly	ADV
agb-125	88	7	related	relate	VERB
agb-125	88	8	to	to	ADP
agb-125	88	9	inefficient	inefficient	ADJ
agb-125	88	10	behaviour	behaviour	NOUN
agb-125	88	11	must	must	AUX
agb-125	88	12	be	be	AUX
agb-125	88	13	identified	identify	VERB
agb-125	88	14	,	,	PUNCT
agb-125	88	15	as	as	SCONJ
agb-125	88	16	it	it	PRON
agb-125	88	17	would	would	AUX
agb-125	88	18	be	be	AUX
agb-125	88	19	difficult	difficult	ADJ
agb-125	88	20	to	to	PART
agb-125	88	21	address	address	VERB
agb-125	88	22	the	the	DET
agb-125	88	23	issue	issue	NOUN
agb-125	88	24	without	without	ADP
agb-125	88	25	doing	do	VERB
agb-125	88	26	so	so	ADV
agb-125	88	27	.	.	PUNCT
agb-125	89	1	in	in	ADP
agb-125	89	2	a	a	DET
agb-125	89	3	different	different	ADJ
agb-125	89	4	scenario	scenario	NOUN
agb-125	89	5	,	,	PUNCT
agb-125	89	6	where	where	SCONJ
agb-125	89	7	farmers	farmer	NOUN
agb-125	89	8	are	be	AUX
agb-125	89	9	already	already	ADV
agb-125	89	10	efficient	efficient	ADJ
agb-125	89	11	,	,	PUNCT
agb-125	89	12	a	a	DET
agb-125	89	13	different	different	ADJ
agb-125	89	14	strategy	strategy	NOUN
agb-125	89	15	would	would	AUX
agb-125	89	16	be	be	AUX
agb-125	89	17	required	require	VERB
agb-125	89	18	to	to	PART
agb-125	89	19	increase	increase	VERB
agb-125	89	20	efficiency	efficiency	NOUN
agb-125	89	21	or	or	CCONJ
agb-125	89	22	maintain	maintain	VERB
agb-125	89	23	it	it	PRON
agb-125	89	24	to	to	ADP
agb-125	89	25	the	the	DET
agb-125	89	26	extent	extent	NOUN
agb-125	89	27	that	that	PRON
agb-125	89	28	would	would	AUX
agb-125	89	29	increase	increase	VERB
agb-125	89	30	productivity	productivity	NOUN
agb-125	89	31	.	.	PUNCT
agb-125	90	1	these	these	DET
agb-125	90	2	strategies	strategy	NOUN
agb-125	90	3	focus	focus	VERB
agb-125	90	4	on	on	ADP
agb-125	90	5	introducing	introduce	VERB
agb-125	90	6	novel	novel	ADJ
agb-125	90	7	methods	method	NOUN
agb-125	90	8	or	or	CCONJ
agb-125	90	9	technologies	technology	NOUN
agb-125	90	10	to	to	PART
agb-125	90	11	increase	increase	VERB
agb-125	90	12	the	the	DET
agb-125	90	13	input	input	NOUN
agb-125	90	14	level	level	NOUN
agb-125	90	15	.	.	PUNCT
agb-125	91	1	there	there	PRON
agb-125	91	2	are	be	VERB
agb-125	91	3	numerous	numerous	ADJ
agb-125	91	4	techniques	technique	NOUN
agb-125	91	5	for	for	ADP
agb-125	91	6	measuring	measure	VERB
agb-125	91	7	te	te	PROPN
agb-125	91	8	.	.	PUNCT
agb-125	92	1	however	however	ADV
agb-125	92	2	,	,	PUNCT
agb-125	92	3	among	among	ADP
agb-125	92	4	numerous	numerous	ADJ
agb-125	92	5	approaches	approach	NOUN
agb-125	92	6	,	,	PUNCT
agb-125	92	7	the	the	DET
agb-125	92	8	stochastic	stochastic	ADJ
agb-125	92	9	frontier	frontier	NOUN
agb-125	92	10	model	model	NOUN
agb-125	92	11	has	have	AUX
agb-125	92	12	gained	gain	VERB
agb-125	92	13	popularity	popularity	NOUN
agb-125	92	14	and	and	CCONJ
agb-125	92	15	become	become	VERB
agb-125	92	16	one	one	NUM
agb-125	92	17	of	of	ADP
agb-125	92	18	the	the	DET
agb-125	92	19	most	most	ADV
agb-125	92	20	effective	effective	ADJ
agb-125	92	21	models	model	NOUN
agb-125	92	22	for	for	ADP
agb-125	92	23	determining	determine	VERB
agb-125	92	24	the	the	DET
agb-125	92	25	efficiency	efficiency	NOUN
agb-125	92	26	of	of	ADP
agb-125	92	27	farmers	farmer	NOUN
agb-125	92	28	.	.	PUNCT
agb-125	93	1	the	the	DET
agb-125	93	2	technical	technical	ADJ
agb-125	93	3	efficiency	efficiency	NOUN
agb-125	93	4	model	model	NOUN
agb-125	93	5	of	of	ADP
agb-125	93	6	sin	sin	PROPN
agb-125	93	7	tan	tan	PROPN
agb-125	93	8	et	et	PROPN
agb-125	93	9	al	al	PROPN
agb-125	93	10	.	.	PROPN
agb-125	93	11	(	(	PUNCT
agb-125	93	12	2009	2009	NUM
agb-125	93	13	)	)	PUNCT
agb-125	93	14	,	,	PUNCT
agb-125	93	15	which	which	PRON
agb-125	93	16	is	be	AUX
agb-125	93	17	based	base	VERB
agb-125	93	18	on	on	ADP
agb-125	93	19	the	the	DET
agb-125	93	20	work	work	NOUN
agb-125	93	21	of	of	ADP
agb-125	93	22	aigner	aigner	PROPN
agb-125	93	23	et	et	PROPN
agb-125	93	24	al	al	PROPN
agb-125	93	25	.	.	PROPN
agb-125	93	26	(	(	PUNCT
agb-125	93	27	1977	1977	NUM
agb-125	93	28	)	)	PUNCT
agb-125	93	29	and	and	CCONJ
agb-125	93	30	meeusen	meeusen	PROPN
agb-125	93	31	et	et	PROPN
agb-125	93	32	al	al	PROPN
agb-125	93	33	.	.	PUNCT
agb-125	93	34	(	(	PUNCT
agb-125	93	35	1977	1977	NUM
agb-125	93	36	)	)	PUNCT
agb-125	93	37	,	,	PUNCT
agb-125	93	38	explains	explain	VERB
agb-125	93	39	the	the	DET
agb-125	93	40	production	production	NOUN
agb-125	93	41	function	function	NOUN
agb-125	93	42	as	as	SCONJ
agb-125	93	43	follows	follow	VERB
agb-125	93	44	:	:	PUNCT
agb-125	93	45	yi	yi	PROPN
agb-125	93	46	=	=	SYM
agb-125	93	47	f	f	PROPN
agb-125	93	48	(	(	PUNCT
agb-125	93	49	xi	xi	PROPN
agb-125	93	50	;	;	PUNCT
agb-125	93	51	β	β	X
agb-125	93	52	)	)	PUNCT
agb-125	93	53	exp	exp	NOUN
agb-125	93	54	(	(	PUNCT
agb-125	93	55	vi	vi	PROPN
agb-125	93	56	–	–	PUNCT
agb-125	93	57	ui	ui	NOUN
agb-125	93	58	)	)	PUNCT
agb-125	93	59	where	where	SCONJ
agb-125	93	60	:	:	PUNCT
agb-125	93	61	yi	yi	PROPN
agb-125	93	62	represents	represent	VERB
agb-125	93	63	the	the	DET
agb-125	93	64	output	output	NOUN
agb-125	93	65	of	of	ADP
agb-125	93	66	the	the	DET
agb-125	93	67	ith	ith	PROPN
agb-125	93	68	farm	farm	NOUN
agb-125	93	69	(	(	PUNCT
agb-125	93	70	i	i	NOUN
agb-125	93	71	=	=	NOUN
agb-125	93	72	1	1	NUM
agb-125	93	73	,	,	PUNCT
agb-125	93	74	2	2	NUM
agb-125	93	75	,	,	PUNCT
agb-125	93	76	3	3	NUM
agb-125	93	77	,	,	PUNCT
agb-125	93	78	,	,	PUNCT
agb-125	93	79	n	n	CCONJ
agb-125	93	80	)	)	PUNCT
agb-125	93	81	;	;	PUNCT
agb-125	93	82	xi	xi	X
agb-125	93	83	is	be	AUX
agb-125	93	84	a	a	DET
agb-125	93	85	l	l	NOUN
agb-125	93	86	x	x	PUNCT
agb-125	93	87	k	k	PRON
agb-125	93	88	vector	vector	NOUN
agb-125	93	89	of	of	ADP
agb-125	93	90	input	input	NOUN
agb-125	93	91	quantities	quantity	NOUN
agb-125	93	92	applied	apply	VERB
agb-125	93	93	by	by	ADP
agb-125	93	94	the	the	DET
agb-125	93	95	ith	ith	PROPN
agb-125	93	96	farm	farm	NOUN
agb-125	93	97	;	;	PUNCT
agb-125	93	98	β	β	X
agb-125	93	99	is	be	AUX
agb-125	93	100	a	a	DET
agb-125	93	101	k	k	NOUN
agb-125	93	102	x	x	PUNCT
agb-125	93	103	l	l	NOUN
agb-125	93	104	vector	vector	NOUN
agb-125	93	105	of	of	ADP
agb-125	93	106	model	model	NOUN
agb-125	93	107	parameters	parameter	NOUN
agb-125	93	108	to	to	PART
agb-125	93	109	be	be	AUX
agb-125	93	110	estimated	estimate	VERB
agb-125	93	111	;	;	PUNCT
agb-125	93	112	ui	ui	PROPN
agb-125	93	113	represents	represent	VERB
agb-125	93	114	a	a	DET
agb-125	93	115	non	non	ADJ
agb-125	93	116	-	-	ADJ
agb-125	93	117	negative	negative	ADJ
agb-125	93	118	random	random	ADJ
agb-125	93	119	error	error	NOUN
agb-125	93	120	term	term	NOUN
agb-125	93	121	associated	associate	VERB
agb-125	93	122	with	with	ADP
agb-125	93	123	technical	technical	ADJ
agb-125	93	124	inefficiency	inefficiency	NOUN
agb-125	93	125	in	in	ADP
agb-125	93	126	production	production	NOUN
agb-125	93	127	;	;	PUNCT
agb-125	93	128	vi	vi	PROPN
agb-125	93	129	is	be	AUX
agb-125	93	130	a	a	DET
agb-125	93	131	random	random	ADJ
agb-125	93	132	error	error	NOUN
agb-125	93	133	term	term	NOUN
agb-125	93	134	assumed	assume	VERB
agb-125	93	135	to	to	PART
agb-125	93	136	be	be	AUX
agb-125	93	137	normally	normally	ADV
agb-125	93	138	distributed	distribute	VERB
agb-125	93	139	with	with	ADP
agb-125	93	140	mean	mean	NOUN
agb-125	93	141	zero	zero	NUM
agb-125	93	142	and	and	CCONJ
agb-125	93	143	variance	variance	NOUN
agb-125	93	144	σ2	σ2	PROPN
agb-125	93	145	v	v	NOUN
agb-125	93	146	,	,	PUNCT
agb-125	93	147	i.e.	i.e.	X
agb-125	93	148	,	,	PUNCT
agb-125	93	149	vi	vi	NOUN
agb-125	93	150	~n	~n	NUM
agb-125	93	151	(	(	PUNCT
agb-125	93	152	0	0	NUM
agb-125	93	153	,	,	PUNCT
agb-125	93	154	σ2	σ2	NOUN
agb-125	93	155	v	v	NOUN
agb-125	93	156	)	)	PUNCT
agb-125	93	157	and	and	CCONJ
agb-125	93	158	is	be	AUX
agb-125	93	159	independent	independent	ADJ
agb-125	93	160	of	of	ADP
agb-125	93	161	ui	ui	PROPN
agb-125	93	162	.	.	PUNCT
agb-125	94	1	it	it	PRON
agb-125	94	2	is	be	AUX
agb-125	94	3	to	to	PART
agb-125	94	4	be	be	AUX
agb-125	94	5	noted	note	VERB
agb-125	94	6	that	that	SCONJ
agb-125	94	7	the	the	DET
agb-125	94	8	model	model	NOUN
agb-125	94	9	has	have	VERB
agb-125	94	10	two	two	NUM
agb-125	94	11	kinds	kind	NOUN
agb-125	94	12	of	of	ADP
agb-125	94	13	error	error	NOUN
agb-125	94	14	terms	term	NOUN
agb-125	94	15	.	.	PUNCT
agb-125	95	1	first	first	ADV
agb-125	95	2	is	be	AUX
agb-125	95	3	vi	vi	PROPN
agb-125	95	4	,	,	PUNCT
agb-125	95	5	associated	associate	VERB
agb-125	95	6	with	with	ADP
agb-125	95	7	random	random	ADJ
agb-125	95	8	effects	effect	NOUN
agb-125	95	9	in	in	ADP
agb-125	95	10	the	the	DET
agb-125	95	11	proposed	propose	VERB
agb-125	95	12	model	model	NOUN
agb-125	95	13	,	,	PUNCT
agb-125	95	14	whereas	whereas	ADV
agb-125	95	15	,	,	PUNCT
agb-125	95	16	ui	ui	PROPN
agb-125	95	17	explains	explain	VERB
agb-125	95	18	the	the	DET
agb-125	95	19	tie	tie	NOUN
agb-125	95	20	in	in	ADP
agb-125	95	21	the	the	DET
agb-125	95	22	production	production	NOUN
agb-125	95	23	.	.	PUNCT
agb-125	96	1	authors	author	NOUN
agb-125	96	2	sin	sin	VERB
agb-125	96	3	tan	tan	PROPN
agb-125	96	4	et	et	PROPN
agb-125	96	5	al	al	PROPN
agb-125	96	6	.	.	PROPN
agb-125	97	1	(	(	PUNCT
agb-125	97	2	2009	2009	NUM
agb-125	97	3	)	)	PUNCT
agb-125	97	4	,	,	PUNCT
agb-125	97	5	following	follow	VERB
agb-125	97	6	battese	battese	PROPN
agb-125	97	7	et	et	PROPN
agb-125	97	8	al	al	PROPN
agb-125	97	9	.	.	PROPN
agb-125	98	1	(	(	PUNCT
agb-125	98	2	1995	1995	NUM
agb-125	98	3	)	)	PUNCT
agb-125	98	4	,	,	PUNCT
agb-125	98	5	made	make	VERB
agb-125	98	6	this	this	DET
agb-125	98	7	assumption	assumption	NOUN
agb-125	98	8	that	that	SCONJ
agb-125	98	9	the	the	DET
agb-125	98	10	second	second	ADJ
agb-125	98	11	error	error	NOUN
agb-125	98	12	term	term	NOUN
agb-125	98	13	is	be	AUX
agb-125	98	14	to	to	PART
agb-125	98	15	be	be	AUX
agb-125	98	16	distributed	distribute	VERB
agb-125	98	17	independently	independently	ADV
agb-125	98	18	and	and	CCONJ
agb-125	98	19	contains	contain	VERB
agb-125	98	20	half	half	ADJ
agb-125	98	21	-	-	PUNCT
agb-125	98	22	normal	normal	ADJ
agb-125	98	23	distribution	distribution	NOUN
agb-125	98	24	with	with	ADP
agb-125	98	25	truncation	truncation	NOUN
agb-125	98	26	at	at	ADP
agb-125	98	27	zero	zero	NUM
agb-125	98	28	,	,	PUNCT
agb-125	98	29	i.e.	i.e.	X
agb-125	98	30	,	,	PUNCT
agb-125	98	31	ui	ui	X
agb-125	98	32	~	~	PUNCT
agb-125	98	33	|n(µi	|n(µi	PROPN
agb-125	98	34	,	,	PUNCT
agb-125	98	35	σ2	σ2	NOUN
agb-125	98	36	u	u	NOUN
agb-125	98	37	)	)	PUNCT
agb-125	98	38	|	|	ADV
agb-125	98	39	.	.	PUNCT
agb-125	99	1	along	along	ADP
agb-125	99	2	with	with	ADP
agb-125	99	3	it	it	PRON
agb-125	99	4	,	,	PUNCT
agb-125	99	5	the	the	DET
agb-125	99	6	farm	farm	NOUN
agb-125	99	7	-	-	PUNCT
agb-125	99	8	specific	specific	ADJ
agb-125	99	9	frontier	frontier	NOUN
agb-125	99	10	production	production	NOUN
agb-125	99	11	function	function	NOUN
agb-125	99	12	(	(	PUNCT
agb-125	99	13	y	y	NOUN
agb-125	99	14	*	*	PUNCT
agb-125	99	15	)	)	PUNCT
agb-125	99	16	refers	refer	VERB
agb-125	99	17	to	to	ADP
agb-125	99	18	the	the	DET
agb-125	99	19	maximum	maximum	ADJ
agb-125	99	20	possible	possible	ADJ
agb-125	99	21	outcome	outcome	NOUN
agb-125	99	22	,	,	PUNCT
agb-125	99	23	which	which	PRON
agb-125	99	24	can	can	AUX
agb-125	99	25	be	be	AUX
agb-125	99	26	seen	see	VERB
agb-125	99	27	below	below	ADP
agb-125	99	28	:	:	PUNCT
agb-125	100	1	y	y	X
agb-125	100	2	*	*	PUNCT
agb-125	101	1	i	i	PRON
agb-125	101	2	=	=	SYM
agb-125	101	3	f	f	PROPN
agb-125	101	4	(	(	PUNCT
agb-125	101	5	xi	xi	PROPN
agb-125	101	6	;	;	PUNCT
agb-125	101	7	ß	ß	X
agb-125	101	8	)	)	PUNCT
agb-125	101	9	exp	exp	NOUN
agb-125	101	10	(	(	PUNCT
agb-125	101	11	ui	ui	NOUN
agb-125	101	12	)	)	PUNCT
agb-125	101	13	in	in	ADP
agb-125	101	14	the	the	DET
agb-125	101	15	model	model	NOUN
agb-125	101	16	,	,	PUNCT
agb-125	101	17	the	the	DET
agb-125	101	18	te	te	PROPN
agb-125	101	19	of	of	ADP
agb-125	101	20	an	an	DET
agb-125	101	21	individual	individual	ADJ
agb-125	101	22	farmer	farmer	NOUN
agb-125	101	23	could	could	AUX
agb-125	101	24	be	be	AUX
agb-125	101	25	predicted	predict	VERB
agb-125	101	26	based	base	VERB
agb-125	101	27	on	on	ADP
agb-125	101	28	the	the	DET
agb-125	101	29	conditional	conditional	ADJ
agb-125	101	30	expectation	expectation	NOUN
agb-125	101	31	of	of	ADP
agb-125	101	32	exp	exp	NOUN
agb-125	101	33	(	(	PUNCT
agb-125	101	34	-ui	-ui	NUM
agb-125	101	35	)	)	PUNCT
agb-125	101	36	.	.	PUNCT
agb-125	102	1	also	also	ADV
agb-125	102	2	,	,	PUNCT
agb-125	102	3	the	the	DET
agb-125	102	4	efficiency	efficiency	NOUN
agb-125	102	5	level	level	NOUN
agb-125	102	6	depends	depend	VERB
agb-125	102	7	on	on	ADP
agb-125	102	8	the	the	DET
agb-125	102	9	error	error	NOUN
agb-125	102	10	term	term	NOUN
agb-125	102	11	.	.	PUNCT
agb-125	103	1	it	it	PRON
agb-125	103	2	can	can	AUX
agb-125	103	3	be	be	AUX
agb-125	103	4	explained	explain	VERB
agb-125	103	5	in	in	ADP
agb-125	103	6	conditional	conditional	ADJ
agb-125	103	7	ways	way	NOUN
agb-125	103	8	,	,	PUNCT
agb-125	103	9	such	such	ADJ
agb-125	103	10	as	as	SCONJ
agb-125	103	11	if	if	SCONJ
agb-125	103	12	ui	ui	PROPN
agb-125	103	13	is	be	AUX
agb-125	103	14	greater	great	ADJ
agb-125	103	15	than	than	ADP
agb-125	103	16	0	0	NUM
agb-125	103	17	,	,	PUNCT
agb-125	103	18	the	the	DET
agb-125	103	19	production	production	NOUN
agb-125	103	20	is	be	AUX
agb-125	103	21	below	below	ADP
agb-125	103	22	the	the	DET
agb-125	103	23	frontier	frontier	NOUN
agb-125	103	24	function	function	NOUN
agb-125	103	25	,	,	PUNCT
agb-125	103	26	showing	show	VERB
agb-125	103	27	that	that	SCONJ
agb-125	103	28	the	the	DET
agb-125	103	29	farmer	farmer	NOUN
agb-125	103	30	is	be	AUX
agb-125	103	31	inefficient	inefficient	ADJ
agb-125	103	32	.	.	PUNCT
agb-125	104	1	however	however	ADV
agb-125	104	2	,	,	PUNCT
agb-125	104	3	in	in	ADP
agb-125	104	4	the	the	DET
agb-125	104	5	second	second	ADJ
agb-125	104	6	condition	condition	NOUN
agb-125	104	7	,	,	PUNCT
agb-125	104	8	if	if	SCONJ
agb-125	104	9	ui	ui	PROPN
agb-125	104	10	is	be	AUX
agb-125	104	11	equal	equal	ADJ
agb-125	104	12	to	to	ADP
agb-125	104	13	zero	zero	NUM
agb-125	104	14	,	,	PUNCT
agb-125	104	15	the	the	DET
agb-125	104	16	production	production	NOUN
agb-125	104	17	is	be	AUX
agb-125	104	18	on	on	ADP
agb-125	104	19	frontier	frontier	NOUN
agb-125	104	20	function	function	NOUN
agb-125	104	21	,	,	PUNCT
agb-125	104	22	revealing	reveal	VERB
agb-125	104	23	the	the	DET
agb-125	104	24	farmer	farmer	NOUN
agb-125	104	25	's	's	PART
agb-125	104	26	technical	technical	ADJ
agb-125	104	27	efficiency	efficiency	NOUN
agb-125	104	28	.	.	PUNCT
agb-125	105	1	figure	figure	NOUN
agb-125	105	2	1	1	NUM
agb-125	105	3	illustrates	illustrate	VERB
agb-125	105	4	the	the	DET
agb-125	105	5	graphical	graphical	ADJ
agb-125	105	6	representation	representation	NOUN
agb-125	105	7	of	of	ADP
agb-125	105	8	tie	tie	NOUN
agb-125	105	9	,	,	PUNCT
agb-125	105	10	highlighting	highlight	VERB
agb-125	105	11	the	the	DET
agb-125	105	12	yield	yield	NOUN
agb-125	105	13	difference	difference	NOUN
agb-125	105	14	between	between	ADP
agb-125	105	15	best	good	ADJ
agb-125	105	16	and	and	CCONJ
agb-125	105	17	average	average	ADJ
agb-125	105	18	farmers	farmer	NOUN
agb-125	105	19	,	,	PUNCT
agb-125	105	20	represented	represent	VERB
agb-125	105	21	by	by	ADP
agb-125	105	22	frontier	frontier	NOUN
agb-125	105	23	and	and	CCONJ
agb-125	105	24	mean	mean	VERB
agb-125	105	25	production	production	NOUN
agb-125	105	26	functions	function	NOUN
agb-125	105	27	.	.	PUNCT
agb-125	106	1	ith	ith	PROPN
agb-125	106	2	farm	farm	NOUN
agb-125	106	3	of	of	ADP
agb-125	106	4	te	te	PROPN
agb-125	106	5	is	be	AUX
agb-125	106	6	constructed	construct	VERB
agb-125	106	7	as	as	SCONJ
agb-125	106	8	follows	follow	VERB
agb-125	106	9	:	:	PUNCT
agb-125	106	10	tei	tei	NOUN
agb-125	106	11	=	=	SYM
agb-125	106	12	yi	yi	PROPN
agb-125	106	13	/	/	SYM
agb-125	106	14	yi	yi	PROPN
agb-125	106	15	*	*	PUNCT
agb-125	106	16	=	=	NOUN
agb-125	106	17	exp	exp	NOUN
agb-125	106	18	(	(	PUNCT
agb-125	106	19	-ui	-ui	NUM
agb-125	106	20	)	)	PUNCT
agb-125	106	21	also	also	ADV
agb-125	106	22	,	,	PUNCT
agb-125	106	23	the	the	DET
agb-125	106	24	variance	variance	NOUN
agb-125	106	25	of	of	ADP
agb-125	106	26	the	the	DET
agb-125	106	27	proposed	propose	VERB
agb-125	106	28	model	model	NOUN
agb-125	106	29	can	can	AUX
agb-125	106	30	be	be	AUX
agb-125	106	31	defined	define	VERB
agb-125	106	32	as	as	ADP
agb-125	106	33	the	the	DET
agb-125	106	34	total	total	ADJ
agb-125	106	35	sum	sum	NOUN
agb-125	106	36	of	of	ADP
agb-125	106	37	variance	variance	NOUN
agb-125	106	38	parameters	parameter	NOUN
agb-125	106	39	:	:	PUNCT
agb-125	107	1	σ2	σ2	PROPN
agb-125	107	2	=	=	SYM
agb-125	107	3	σv	σv	PROPN
agb-125	107	4	2	2	NUM
agb-125	107	5	+	+	CCONJ
agb-125	107	6	σu	σu	ADJ
agb-125	107	7	2γ	2γ	NOUN
agb-125	107	8	=	=	SYM
agb-125	107	9	σu	σu	PROPN
agb-125	107	10	2/	2/	NUM
agb-125	107	11	σ2	σ2	NOUN
agb-125	107	12	the	the	DET
agb-125	107	13	range	range	NOUN
agb-125	107	14	of	of	ADP
agb-125	107	15	γ	γ	PROPN
agb-125	107	16	is	be	AUX
agb-125	107	17	from	from	ADP
agb-125	107	18	0	0	NUM
agb-125	107	19	to	to	ADP
agb-125	107	20	1	1	NUM
agb-125	107	21	,	,	PUNCT
agb-125	107	22	which	which	PRON
agb-125	107	23	depicts	depict	VERB
agb-125	107	24	the	the	DET
agb-125	107	25	variation	variation	NOUN
agb-125	107	26	of	of	ADP
agb-125	107	27	production	production	NOUN
agb-125	107	28	level	level	NOUN
agb-125	107	29	from	from	ADP
agb-125	107	30	the	the	DET
agb-125	107	31	frontier	frontier	NOUN
agb-125	107	32	production	production	NOUN
agb-125	107	33	function	function	NOUN
agb-125	107	34	.	.	PUNCT
agb-125	108	1	if	if	SCONJ
agb-125	108	2	γ=1	γ=1	PROPN
agb-125	108	3	,	,	PUNCT
agb-125	108	4	the	the	DET
agb-125	108	5	deviations	deviation	NOUN
agb-125	108	6	occur	occur	VERB
agb-125	108	7	due	due	ADJ
agb-125	108	8	to	to	PART
agb-125	108	9	tie	tie	VERB
agb-125	108	10	(	(	PUNCT
agb-125	108	11	t.	t.	PROPN
agb-125	108	12	coelli	coelli	PROPN
agb-125	108	13	et	et	PROPN
agb-125	108	14	al	al	PROPN
agb-125	108	15	.	.	PROPN
agb-125	108	16	,	,	PUNCT
agb-125	108	17	1998	1998	NUM
agb-125	108	18	)	)	PUNCT
agb-125	108	19	.	.	PUNCT
agb-125	109	1	moreover	moreover	ADV
agb-125	109	2	,	,	PUNCT
agb-125	109	3	to	to	PART
agb-125	109	4	find	find	VERB
agb-125	109	5	out	out	ADP
agb-125	109	6	the	the	DET
agb-125	109	7	possible	possible	ADJ
agb-125	109	8	source	source	NOUN
agb-125	109	9	of	of	ADP
agb-125	109	10	tie	tie	NOUN
agb-125	109	11	.	.	PUNCT
agb-125	110	1	technical	technical	ADJ
agb-125	110	2	efficiency	efficiency	NOUN
agb-125	110	3	can	can	AUX
agb-125	110	4	be	be	AUX
agb-125	110	5	written	write	VERB
agb-125	110	6	as	as	ADP
agb-125	110	7	tei	tei	NOUN
agb-125	110	8	=	=	NOUN
agb-125	110	9	σzi	σzi	NOUN
agb-125	110	10	where	where	SCONJ
agb-125	110	11	zi	zi	NOUN
agb-125	110	12	is	be	AUX
agb-125	110	13	a	a	DET
agb-125	110	14	l	l	NOUN
agb-125	110	15	x	x	PUNCT
agb-125	110	16	m	m	NOUN
agb-125	110	17	vector	vector	NOUN
agb-125	110	18	of	of	ADP
agb-125	110	19	farm	farm	NOUN
agb-125	110	20	-	-	PUNCT
agb-125	110	21	specific	specific	ADJ
agb-125	110	22	variables	variable	NOUN
agb-125	110	23	.	.	PUNCT
agb-125	111	1	this	this	PRON
agb-125	111	2	might	might	AUX
agb-125	111	3	offer	offer	VERB
agb-125	111	4	help	help	VERB
agb-125	111	5	to	to	PART
agb-125	111	6	elaborate	elaborate	VERB
agb-125	111	7	on	on	ADP
agb-125	111	8	the	the	DET
agb-125	111	9	observed	observed	ADJ
agb-125	111	10	tie	tie	NOUN
agb-125	111	11	among	among	ADP
agb-125	111	12	farms	farm	NOUN
agb-125	111	13	3	3	NUM
agb-125	111	14	.	.	PUNCT
agb-125	111	15	theoretical	theoretical	ADJ
agb-125	111	16	framework	framework	NOUN
agb-125	111	17	the	the	DET
agb-125	111	18	figure	figure	NOUN
agb-125	111	19	below	below	ADV
agb-125	111	20	explains	explain	VERB
agb-125	111	21	the	the	DET
agb-125	111	22	paradigm	paradigm	NOUN
agb-125	111	23	of	of	ADP
agb-125	111	24	proposed	propose	VERB
agb-125	111	25	framework	framework	NOUN
agb-125	111	26	in	in	ADP
agb-125	111	27	which	which	PRON
agb-125	111	28	the	the	DET
agb-125	111	29	series	series	NOUN
agb-125	111	30	of	of	ADP
agb-125	111	31	ivs	ivs	PROPN
agb-125	111	32	that	that	PRON
agb-125	111	33	affect	affect	VERB
agb-125	111	34	banana	banana	NOUN
agb-125	111	35	production	production	NOUN
agb-125	111	36	are	be	AUX
agb-125	111	37	listed	list	VERB
agb-125	111	38	.	.	PUNCT
agb-125	112	1	as	as	SCONJ
agb-125	112	2	stated	state	VERB
agb-125	112	3	previously	previously	ADV
agb-125	112	4	,	,	PUNCT
agb-125	112	5	16	16	NUM
agb-125	112	6	farmers	farmer	NOUN
agb-125	112	7	from	from	ADP
agb-125	112	8	three	three	NUM
agb-125	112	9	districts	district	NOUN
agb-125	112	10	in	in	ADP
agb-125	112	11	the	the	DET
agb-125	112	12	province	province	NOUN
agb-125	112	13	of	of	ADP
agb-125	112	14	hung	hung	ADJ
agb-125	112	15	yen	yen	NOUN
agb-125	112	16	were	be	AUX
agb-125	112	17	interviewed	interview	VERB
agb-125	112	18	.	.	PUNCT
agb-125	113	1	note	note	VERB
agb-125	113	2	that	that	SCONJ
agb-125	113	3	out	out	ADP
agb-125	113	4	of	of	ADP
agb-125	113	5	160	160	NUM
agb-125	113	6	,	,	PUNCT
agb-125	113	7	79	79	NUM
agb-125	113	8	were	be	AUX
agb-125	113	9	from	from	ADP
agb-125	113	10	khoai	khoai	ADJ
agb-125	113	11	chai	chai	NOUN
agb-125	113	12	district	district	NOUN
agb-125	113	13	,	,	PUNCT
agb-125	113	14	40	40	NUM
agb-125	113	15	were	be	AUX
agb-125	113	16	from	from	ADP
agb-125	113	17	hung	hung	ADJ
agb-125	113	18	yen	yen	PROPN
agb-125	113	19	city	city	NOUN
agb-125	113	20	,	,	PUNCT
agb-125	113	21	and	and	CCONJ
agb-125	113	22	the	the	DET
agb-125	113	23	rest	rest	NOUN
agb-125	113	24	were	be	AUX
agb-125	113	25	from	from	ADP
agb-125	113	26	kim	kim	PROPN
agb-125	113	27	dong	dong	PROPN
agb-125	113	28	.	.	PUNCT
agb-125	114	1	the	the	DET
agb-125	114	2	descriptives	descriptive	NOUN
agb-125	114	3	of	of	ADP
agb-125	114	4	variables	variable	NOUN
agb-125	114	5	that	that	PRON
agb-125	114	6	must	must	AUX
agb-125	114	7	be	be	AUX
agb-125	114	8	conducted	conduct	VERB
agb-125	114	9	to	to	PART
agb-125	114	10	evaluate	evaluate	VERB
agb-125	114	11	the	the	DET
agb-125	114	12	properties	property	NOUN
agb-125	114	13	of	of	ADP
agb-125	114	14	data	datum	NOUN
agb-125	114	15	are	be	AUX
agb-125	114	16	displayed	display	VERB
agb-125	114	17	in	in	ADP
agb-125	114	18	table	table	NOUN
agb-125	114	19	1	1	NUM
agb-125	114	20	.	.	PUNCT
agb-125	115	1	the	the	DET
agb-125	115	2	data	data	NOUN
agb-125	115	3	sample	sample	NOUN
agb-125	115	4	contains	contain	VERB
agb-125	115	5	several	several	ADJ
agb-125	115	6	input	input	NOUN
agb-125	115	7	variables	variable	NOUN
agb-125	115	8	,	,	PUNCT
agb-125	115	9	social	social	ADJ
agb-125	115	10	indices	index	NOUN
agb-125	115	11	,	,	PUNCT
agb-125	115	12	etc	etc	X
agb-125	115	13	.	.	X
agb-125	116	1	the	the	DET
agb-125	116	2	table	table	NOUN
agb-125	116	3	provides	provide	VERB
agb-125	116	4	various	various	ADJ
agb-125	116	5	estimates	estimate	NOUN
agb-125	116	6	for	for	ADP
agb-125	116	7	the	the	DET
agb-125	116	8	characteristics	characteristic	NOUN
agb-125	116	9	of	of	ADP
agb-125	116	10	banana	banana	NOUN
agb-125	116	11	production	production	NOUN
agb-125	116	12	,	,	PUNCT
agb-125	116	13	household	household	NOUN
agb-125	116	14	heads	head	NOUN
agb-125	116	15	,	,	PUNCT
agb-125	116	16	and	and	CCONJ
agb-125	116	17	farms	farm	NOUN
agb-125	116	18	.	.	PUNCT
agb-125	117	1	the	the	DET
agb-125	117	2	average	average	ADJ
agb-125	117	3	yield	yield	NOUN
agb-125	117	4	per	per	ADP
agb-125	117	5	farmer	farmer	NOUN
agb-125	117	6	is	be	AUX
agb-125	117	7	35.27562	35.27562	NUM
agb-125	117	8	tons	ton	NOUN
agb-125	117	9	per	per	ADP
agb-125	117	10	hectare	hectare	NOUN
agb-125	117	11	.	.	PUNCT
agb-125	118	1	additionally	additionally	ADV
agb-125	118	2	,	,	PUNCT
agb-125	118	3	the	the	DET
agb-125	118	4	yield	yield	NOUN
agb-125	118	5	per	per	ADP
agb-125	118	6	hectare	hectare	NOUN
agb-125	118	7	is	be	AUX
agb-125	118	8	above	above	ADP
agb-125	118	9	average	average	ADJ
agb-125	118	10	.	.	PUNCT
agb-125	119	1	the	the	DET
agb-125	119	2	entire	entire	ADJ
agb-125	119	3	province	province	NOUN
agb-125	119	4	's	's	PART
agb-125	119	5	banana	banana	NOUN
agb-125	119	6	yield	yield	NOUN
agb-125	119	7	is	be	AUX
agb-125	119	8	27,97	27,97	NUM
agb-125	119	9	tons	ton	NOUN
agb-125	119	10	per	per	ADP
agb-125	119	11	hectare	hectare	NOUN
agb-125	119	12	.	.	PUNCT
agb-125	120	1	also	also	ADV
agb-125	120	2	,	,	PUNCT
agb-125	120	3	average	average	ADJ
agb-125	120	4	.	.	PUNCT
agb-125	121	1	in	in	ADP
agb-125	121	2	terms	term	NOUN
agb-125	121	3	of	of	ADP
agb-125	121	4	person	person	NOUN
agb-125	121	5	-	-	PUNCT
agb-125	121	6	days	day	NOUN
agb-125	121	7	,	,	PUNCT
agb-125	121	8	the	the	DET
agb-125	121	9	amount	amount	NOUN
agb-125	121	10	of	of	ADP
agb-125	121	11	labour	labour	NOUN
agb-125	121	12	employed	employ	VERB
agb-125	121	13	was	be	AUX
agb-125	121	14	440.8	440.8	NUM
agb-125	121	15	.	.	PUNCT
agb-125	122	1	additionally	additionally	ADV
agb-125	122	2	,	,	PUNCT
agb-125	122	3	the	the	DET
agb-125	122	4	table	table	NOUN
agb-125	122	5	indicates	indicate	VERB
agb-125	122	6	that	that	SCONJ
agb-125	122	7	a	a	DET
agb-125	122	8	farmer	farmer	NOUN
agb-125	122	9	typically	typically	ADV
agb-125	122	10	spends	spend	VERB
agb-125	122	11	vnd	vnd	PROPN
agb-125	122	12	3,256,875	3,256,875	NUM
agb-125	122	13	per	per	ADP
agb-125	122	14	hectare	hectare	NOUN
agb-125	122	15	on	on	ADP
agb-125	122	16	pesticides	pesticide	NOUN
agb-125	122	17	alone	alone	ADV
agb-125	122	18	.	.	PUNCT
agb-125	123	1	in	in	ADP
agb-125	123	2	addition	addition	NOUN
agb-125	123	3	,	,	PUNCT
agb-125	123	4	the	the	DET
agb-125	123	5	table	table	NOUN
agb-125	123	6	reveals	reveal	VERB
agb-125	123	7	that	that	SCONJ
agb-125	123	8	the	the	DET
agb-125	123	9	average	average	ADJ
agb-125	123	10	banana	banana	NOUN
agb-125	123	11	farm	farm	NOUN
agb-125	123	12	size	size	NOUN
agb-125	123	13	in	in	ADP
agb-125	123	14	hung	hung	ADJ
agb-125	123	15	yen	yen	NOUN
agb-125	123	16	is	be	AUX
agb-125	123	17	approximately	approximately	ADV
agb-125	123	18	7,562.75	7,562.75	NUM
agb-125	123	19	square	square	ADJ
agb-125	123	20	meters	meter	NOUN
agb-125	123	21	.	.	PUNCT
agb-125	124	1	table	table	NOUN
agb-125	124	2	1	1	NUM
agb-125	124	3	also	also	ADV
agb-125	124	4	reveals	reveal	VERB
agb-125	124	5	that	that	SCONJ
agb-125	124	6	the	the	DET
agb-125	124	7	average	average	ADJ
agb-125	124	8	age	age	NOUN
agb-125	124	9	of	of	ADP
agb-125	124	10	households	household	NOUN
agb-125	124	11	in	in	ADP
agb-125	124	12	the	the	DET
agb-125	124	13	sample	sample	NOUN
agb-125	124	14	ranged	range	VERB
agb-125	124	15	from	from	ADP
agb-125	124	16	34	34	NUM
agb-125	124	17	to	to	PART
agb-125	124	18	78	78	NUM
agb-125	124	19	years	year	NOUN
agb-125	124	20	,	,	PUNCT
agb-125	124	21	approximately	approximately	ADV
agb-125	124	22	56	56	NUM
agb-125	124	23	years	year	NOUN
agb-125	124	24	.	.	PUNCT
agb-125	125	1	table	table	NOUN
agb-125	125	2	1	1	NUM
agb-125	125	3	also	also	ADV
agb-125	125	4	shows	show	VERB
agb-125	125	5	that	that	SCONJ
agb-125	125	6	,	,	PUNCT
agb-125	125	7	on	on	ADP
agb-125	125	8	average	average	ADJ
agb-125	125	9	,	,	PUNCT
agb-125	125	10	banana	banana	NOUN
agb-125	125	11	farmers	farmer	NOUN
agb-125	125	12	spend	spend	VERB
agb-125	125	13	nearly	nearly	ADV
agb-125	125	14	7.887	7.887	NUM
agb-125	125	15	years	year	NOUN
agb-125	125	16	in	in	ADP
agb-125	125	17	school	school	NOUN
agb-125	125	18	,	,	PUNCT
agb-125	125	19	which	which	PRON
agb-125	125	20	is	be	AUX
agb-125	125	21	a	a	DET
agb-125	125	22	third	third	NOUN
agb-125	125	23	of	of	ADP
agb-125	125	24	their	their	PRON
agb-125	125	25	secondary	secondary	ADJ
agb-125	125	26	education	education	NOUN
agb-125	125	27	.	.	PUNCT
agb-125	126	1	additionally	additionally	ADV
agb-125	126	2	,	,	PUNCT
agb-125	126	3	farmers	farmer	NOUN
agb-125	126	4	have	have	VERB
agb-125	126	5	an	an	DET
agb-125	126	6	average	average	NOUN
agb-125	126	7	of	of	ADP
agb-125	126	8	10.84375	10.84375	NUM
agb-125	126	9	years	year	NOUN
agb-125	126	10	of	of	ADP
agb-125	126	11	experience	experience	NOUN
agb-125	126	12	with	with	ADP
agb-125	126	13	banana	banana	NOUN
agb-125	126	14	farming	farming	NOUN
agb-125	126	15	.	.	PUNCT
agb-125	127	1	the	the	DET
agb-125	127	2	average	average	ADJ
agb-125	127	3	distance	distance	NOUN
agb-125	127	4	is	be	AUX
agb-125	127	5	approximately	approximately	ADV
agb-125	127	6	1.11	1.11	NUM
agb-125	127	7	kilometres	kilometre	NOUN
agb-125	127	8	,	,	PUNCT
agb-125	127	9	as	as	SCONJ
agb-125	127	10	shown	show	VERB
agb-125	127	11	in	in	ADP
agb-125	127	12	table	table	NOUN
agb-125	127	13	1	1	NUM
agb-125	127	14	.	.	PUNCT
agb-125	128	1	in	in	ADP
agb-125	128	2	addition	addition	NOUN
agb-125	128	3	,	,	PUNCT
agb-125	128	4	the	the	DET
agb-125	128	5	average	average	NOUN
agb-125	128	6	.	.	PUNCT
agb-125	129	1	the	the	DET
agb-125	129	2	average	average	ADJ
agb-125	129	3	household	household	NOUN
agb-125	129	4	size	size	NOUN
agb-125	129	5	is	be	AUX
agb-125	129	6	1	1	NUM
agb-125	129	7	-	-	SYM
agb-125	129	8	6	6	NUM
agb-125	129	9	people	people	NOUN
agb-125	129	10	,	,	PUNCT
agb-125	129	11	with	with	ADP
agb-125	129	12	a	a	DET
agb-125	129	13	total	total	NOUN
agb-125	129	14	of	of	ADP
agb-125	129	15	2.9625	2.9625	NUM
agb-125	129	16	people	people	NOUN
agb-125	129	17	per	per	ADP
agb-125	129	18	household	household	NOUN
agb-125	129	19	.	.	PUNCT
agb-125	130	1	this	this	PRON
agb-125	130	2	indicates	indicate	VERB
agb-125	130	3	that	that	SCONJ
agb-125	130	4	the	the	DET
agb-125	130	5	agbioforum	agbioforum	NOUN
agb-125	130	6	,	,	PUNCT
agb-125	130	7	24(2	24(2	NUM
agb-125	130	8	)	)	PUNCT
agb-125	130	9	,	,	PUNCT
agb-125	130	10	2022	2022	NUM
agb-125	130	11	|	|	ADV
agb-125	130	12	61	61	NUM
agb-125	130	13	hung	hung	NOUN
agb-125	130	14	,	,	PUNCT
agb-125	130	15	huong	huong	PROPN
agb-125	130	16	,	,	PUNCT
agb-125	130	17	thuong	thuong	NOUN
agb-125	130	18	,	,	PUNCT
agb-125	130	19	oanh	oanh	ADV
agb-125	130	20	,	,	PUNCT
agb-125	130	21	chuong	chuong	PROPN
agb-125	130	22	,	,	PUNCT
agb-125	130	23	ha	ha	INTJ
agb-125	130	24	and	and	CCONJ
agb-125	130	25	luong	luong	PROPN
agb-125	130	26	.	.	PUNCT
agb-125	130	27	—	—	PUNCT
agb-125	130	28	technical	technical	ADJ
agb-125	130	29	efficiency	efficiency	NOUN
agb-125	130	30	of	of	ADP
agb-125	130	31	smallholder	smallholder	NOUN
agb-125	130	32	banana	banana	NOUN
agb-125	130	33	production	production	NOUN
agb-125	130	34	:	:	PUNCT
agb-125	130	35	a	a	DET
agb-125	130	36	case	case	NOUN
agb-125	130	37	study	study	NOUN
agb-125	130	38	in	in	ADP
agb-125	130	39	…	…	PUNCT
agb-125	130	40	majority	majority	NOUN
agb-125	130	41	of	of	ADP
agb-125	130	42	farmers	farmer	NOUN
agb-125	130	43	have	have	VERB
agb-125	130	44	small	small	ADJ
agb-125	130	45	families	family	NOUN
agb-125	130	46	.	.	PUNCT
agb-125	131	1	regarding	regard	VERB
agb-125	131	2	seed	seed	NOUN
agb-125	131	3	usage	usage	NOUN
agb-125	131	4	,	,	PUNCT
agb-125	131	5	the	the	DET
agb-125	131	6	average	average	NOUN
agb-125	131	7	is	be	AUX
agb-125	131	8	2304.672	2304.672	NUM
agb-125	131	9	.	.	NOUN
agb-125	132	1	from	from	ADP
agb-125	132	2	a	a	DET
agb-125	132	3	training	training	NOUN
agb-125	132	4	standpoint	standpoint	NOUN
agb-125	132	5	,	,	PUNCT
agb-125	132	6	the	the	DET
agb-125	132	7	average	average	ADJ
agb-125	132	8	number	number	NOUN
agb-125	132	9	of	of	ADP
agb-125	132	10	trainings	training	NOUN
agb-125	132	11	was	be	AUX
agb-125	132	12	0.44375	0.44375	NUM
agb-125	132	13	.	.	PUNCT
agb-125	133	1	this	this	PRON
agb-125	133	2	suggests	suggest	VERB
agb-125	133	3	that	that	SCONJ
agb-125	133	4	most	most	ADJ
agb-125	133	5	banana	banana	NOUN
agb-125	133	6	farmers	farmer	NOUN
agb-125	133	7	were	be	AUX
agb-125	133	8	unsuccessful	unsuccessful	ADJ
agb-125	133	9	in	in	ADP
agb-125	133	10	their	their	PRON
agb-125	133	11	training	training	NOUN
agb-125	133	12	programs	program	NOUN
agb-125	133	13	.	.	PUNCT
agb-125	134	1	4	4	X
agb-125	134	2	.	.	X
agb-125	134	3	empirical	empirical	ADJ
agb-125	134	4	findings	finding	NOUN
agb-125	134	5	4.1	4.1	NUM
agb-125	134	6	stochastic	stochastic	ADJ
agb-125	134	7	frontier	frontier	NOUN
agb-125	134	8	production	production	NOUN
agb-125	134	9	model	model	NOUN
agb-125	134	10	as	as	SCONJ
agb-125	134	11	stated	state	VERB
agb-125	134	12	previously	previously	ADV
agb-125	134	13	,	,	PUNCT
agb-125	134	14	the	the	DET
agb-125	134	15	study	study	NOUN
agb-125	134	16	utilised	utilise	VERB
agb-125	134	17	the	the	DET
agb-125	134	18	stochastic	stochastic	ADJ
agb-125	134	19	frontier	frontier	NOUN
agb-125	134	20	model	model	NOUN
agb-125	134	21	to	to	PART
agb-125	134	22	ensure	ensure	VERB
agb-125	134	23	the	the	DET
agb-125	134	24	integrity	integrity	NOUN
agb-125	134	25	and	and	CCONJ
agb-125	134	26	validity	validity	NOUN
agb-125	134	27	of	of	ADP
agb-125	134	28	the	the	DET
agb-125	134	29	data	datum	NOUN
agb-125	134	30	.	.	PUNCT
agb-125	135	1	in	in	ADP
agb-125	135	2	addition	addition	NOUN
agb-125	135	3	,	,	PUNCT
agb-125	135	4	the	the	DET
agb-125	135	5	study	study	NOUN
agb-125	135	6	employed	employ	VERB
agb-125	135	7	various	various	ADJ
agb-125	135	8	tests	test	NOUN
agb-125	135	9	to	to	PART
agb-125	135	10	assess	assess	VERB
agb-125	135	11	sampling	sample	VERB
agb-125	135	12	errors	error	NOUN
agb-125	135	13	and	and	CCONJ
agb-125	135	14	obtain	obtain	VERB
agb-125	135	15	estimates	estimate	NOUN
agb-125	135	16	free	free	ADJ
agb-125	135	17	of	of	ADP
agb-125	135	18	bias	bias	NOUN
agb-125	135	19	.	.	PUNCT
agb-125	136	1	to	to	PART
agb-125	136	2	examine	examine	VERB
agb-125	136	3	multicollinearity	multicollinearity	NOUN
agb-125	136	4	,	,	PUNCT
agb-125	136	5	the	the	DET
agb-125	136	6	vif	vif	NOUN
agb-125	136	7	test	test	NOUN
agb-125	136	8	was	be	AUX
agb-125	136	9	utilised	utilise	VERB
agb-125	136	10	.	.	PUNCT
agb-125	137	1	vif	vif	NOUN
agb-125	137	2	test	test	NOUN
agb-125	137	3	is	be	AUX
agb-125	137	4	preferred	prefer	VERB
agb-125	137	5	over	over	ADP
agb-125	137	6	correlation	correlation	NOUN
agb-125	137	7	because	because	SCONJ
agb-125	137	8	it	it	PRON
agb-125	137	9	yields	yield	VERB
agb-125	137	10	conclusive	conclusive	ADJ
agb-125	137	11	results	result	NOUN
agb-125	137	12	.	.	PUNCT
agb-125	138	1	the	the	DET
agb-125	138	2	vif	vif	NOUN
agb-125	138	3	threshold	threshold	NOUN
agb-125	138	4	is	be	AUX
agb-125	138	5	10	10	NUM
agb-125	138	6	,	,	PUNCT
agb-125	138	7	so	so	ADV
agb-125	138	8	a	a	DET
agb-125	138	9	value	value	NOUN
agb-125	138	10	greater	great	ADJ
agb-125	138	11	than	than	ADP
agb-125	138	12	10	10	NUM
agb-125	138	13	indicates	indicate	VERB
agb-125	138	14	the	the	DET
agb-125	138	15	presence	presence	NOUN
agb-125	138	16	of	of	ADP
agb-125	138	17	problematic	problematic	ADJ
agb-125	138	18	multicollinearity	multicollinearity	NOUN
agb-125	138	19	.	.	PUNCT
agb-125	139	1	it	it	PRON
agb-125	139	2	is	be	AUX
agb-125	139	3	evident	evident	ADJ
agb-125	139	4	from	from	ADP
agb-125	139	5	the	the	DET
agb-125	139	6	obtained	obtain	VERB
agb-125	139	7	results	result	NOUN
agb-125	139	8	that	that	SCONJ
agb-125	139	9	multicollinearity	multicollinearity	NOUN
agb-125	139	10	is	be	AUX
agb-125	139	11	not	not	PART
agb-125	139	12	an	an	DET
agb-125	139	13	issue	issue	NOUN
agb-125	139	14	here	here	ADV
agb-125	139	15	.	.	PUNCT
agb-125	140	1	in	in	ADP
agb-125	140	2	conclusion	conclusion	NOUN
agb-125	140	3	,	,	PUNCT
agb-125	140	4	values	value	NOUN
agb-125	140	5	less	less	ADJ
agb-125	140	6	than	than	ADP
agb-125	140	7	ten	ten	NUM
agb-125	140	8	indicate	indicate	VERB
agb-125	140	9	that	that	SCONJ
agb-125	140	10	the	the	DET
agb-125	140	11	selected	select	VERB
agb-125	140	12	variables	variable	NOUN
agb-125	140	13	are	be	AUX
agb-125	140	14	not	not	PART
agb-125	140	15	colinear	colinear	ADJ
agb-125	140	16	,	,	PUNCT
agb-125	140	17	establishing	establish	VERB
agb-125	140	18	the	the	DET
agb-125	140	19	statistical	statistical	ADJ
agb-125	140	20	significance	significance	NOUN
agb-125	140	21	of	of	ADP
agb-125	140	22	independent	independent	ADJ
agb-125	140	23	variables	variable	NOUN
agb-125	140	24	.	.	PUNCT
agb-125	141	1	in	in	ADP
agb-125	141	2	addition	addition	NOUN
agb-125	141	3	,	,	PUNCT
agb-125	141	4	a	a	DET
agb-125	141	5	heteroskedasticity	heteroskedasticity	NOUN
agb-125	141	6	test	test	NOUN
agb-125	141	7	was	be	AUX
agb-125	141	8	conducted	conduct	VERB
agb-125	141	9	,	,	PUNCT
agb-125	141	10	and	and	CCONJ
agb-125	141	11	the	the	DET
agb-125	141	12	results	result	NOUN
agb-125	141	13	indicate	indicate	VERB
agb-125	141	14	that	that	SCONJ
agb-125	141	15	the	the	DET
agb-125	141	16	proposed	propose	VERB
agb-125	141	17	model	model	NOUN
agb-125	141	18	is	be	AUX
agb-125	141	19	sound	sound	ADJ
agb-125	141	20	and	and	CCONJ
agb-125	141	21	that	that	SCONJ
agb-125	141	22	there	there	PRON
agb-125	141	23	are	be	VERB
agb-125	141	24	no	no	DET
agb-125	141	25	outliers	outlier	NOUN
agb-125	141	26	in	in	ADP
agb-125	141	27	the	the	DET
agb-125	141	28	data	datum	NOUN
agb-125	141	29	.	.	PUNCT
agb-125	142	1	figure	figure	NOUN
agb-125	142	2	1	1	NUM
agb-125	142	3	.	.	PUNCT
agb-125	143	1	conceptual	conceptual	ADJ
agb-125	143	2	framework	framework	NOUN
agb-125	143	3	5	5	NUM
agb-125	143	4	.	.	PUNCT
agb-125	143	5	descriptive	descriptive	ADJ
agb-125	143	6	table	table	NOUN
agb-125	143	7	1	1	NUM
agb-125	143	8	:	:	PUNCT
agb-125	143	9	description	description	NOUN
agb-125	143	10	of	of	ADP
agb-125	143	11	variables	variable	NOUN
agb-125	143	12	variables	variable	NOUN
agb-125	143	13	obs	obs	PROPN
agb-125	143	14	.	.	PUNCT
agb-125	144	1	mean	mean	PROPN
agb-125	144	2	max	max	PROPN
agb-125	144	3	min	min	PROPN
agb-125	144	4	st	st	PROPN
agb-125	144	5	.	.	PROPN
agb-125	144	6	dev	dev	PROPN
agb-125	144	7	.	.	PUNCT
agb-125	145	1	banana	banana	PROPN
agb-125	145	2	production	production	NOUN
agb-125	145	3	characteristics	characteristic	NOUN
agb-125	145	4	yield	yield	NOUN
agb-125	145	5	(	(	PUNCT
agb-125	145	6	tons	ton	NOUN
agb-125	145	7	)	)	PUNCT
agb-125	145	8	160	160	NUM
agb-125	145	9	35.27562	35.27562	NUM
agb-125	145	10	48.6	48.6	NUM
agb-125	145	11	25	25	NUM
agb-125	145	12	5.109244	5.109244	NUM
agb-125	145	13	seed	seed	NOUN
agb-125	145	14	(	(	PUNCT
agb-125	145	15	number	number	NOUN
agb-125	145	16	of	of	ADP
agb-125	145	17	seeds	seed	NOUN
agb-125	145	18	/	/	SYM
agb-125	145	19	ha	ha	NOUN
agb-125	145	20	)	)	PUNCT
agb-125	145	21	160	160	NUM
agb-125	145	22	2304.672	2304.672	NUM
agb-125	145	23	2777.8	2777.8	NUM
agb-125	145	24	1620.4	1620.4	NUM
agb-125	145	25	194.8955	194.8955	NUM
agb-125	145	26	nitrogen	nitrogen	NOUN
agb-125	145	27	(	(	PUNCT
agb-125	145	28	kg	kg	NOUN
agb-125	145	29	/	/	SYM
agb-125	145	30	ha	ha	INTJ
agb-125	145	31	)	)	PUNCT
agb-125	145	32	160	160	NUM
agb-125	145	33	409.7569	409.7569	NUM
agb-125	145	34	880	880	NUM
agb-125	145	35	133.33	133.33	NUM
agb-125	145	36	175.7098	175.7098	NUM
agb-125	145	37	phosphate	phosphate	NOUN
agb-125	145	38	(	(	PUNCT
agb-125	145	39	kg	kg	NOUN
agb-125	145	40	/	/	SYM
agb-125	145	41	ha	ha	INTJ
agb-125	145	42	)	)	PUNCT
agb-125	145	43	160	160	NUM
agb-125	145	44	525.5399	525.5399	NUM
agb-125	145	45	888.89	888.89	NUM
agb-125	145	46	139.68	139.68	NUM
agb-125	145	47	185.0106	185.0106	NUM
agb-125	145	48	potassium	potassium	NOUN
agb-125	145	49	(	(	PUNCT
agb-125	145	50	kg	kg	NOUN
agb-125	145	51	/	/	SYM
agb-125	145	52	ha	ha	INTJ
agb-125	145	53	)	)	PUNCT
agb-125	145	54	160	160	NUM
agb-125	145	55	182.7301	182.7301	NUM
agb-125	146	1	733.33	733.33	NUM
agb-125	146	2	44.44	44.44	NUM
agb-125	146	3	97.45834	97.45834	NUM
agb-125	146	4	manure	manure	NOUN
agb-125	146	5	(	(	PUNCT
agb-125	146	6	kg	kg	NOUN
agb-125	146	7	/	/	SYM
agb-125	146	8	ha	ha	INTJ
agb-125	146	9	)	)	PUNCT
agb-125	146	10	160	160	NUM
agb-125	146	11	7192.664	7192.664	NUM
agb-125	146	12	17857.14	17857.14	NUM
agb-125	146	13	0	0	NUM
agb-125	146	14	4795.691	4795.691	NUM
agb-125	146	15	pesticide	pesticide	NOUN
agb-125	146	16	(	(	PUNCT
agb-125	146	17	million	million	NUM
agb-125	146	18	vnd	vnd	PROPN
agb-125	146	19	/	/	SYM
agb-125	146	20	ha	ha	NOUN
agb-125	146	21	)	)	PUNCT
agb-125	146	22	160	160	NUM
agb-125	146	23	3.256875	3.256875	NUM
agb-125	146	24	8.33	8.33	NUM
agb-125	146	25	0	0	NUM
agb-125	146	26	2.202854	2.202854	NUM
agb-125	146	27	labor	labor	NOUN
agb-125	146	28	(	(	PUNCT
agb-125	146	29	man	man	NOUN
agb-125	146	30	/	/	SYM
agb-125	146	31	day	day	NOUN
agb-125	146	32	)	)	PUNCT
agb-125	146	33	160	160	NUM
agb-125	146	34	440.8658	440.8658	NUM
agb-125	146	35	694.44	694.44	NUM
agb-125	146	36	187.5	187.5	NUM
agb-125	146	37	100.8466	100.8466	NUM
agb-125	146	38	variety	variety	NOUN
agb-125	146	39	160	160	NUM
agb-125	146	40	0.76875	0.76875	NUM
agb-125	146	41	1	1	NUM
agb-125	146	42	0	0	SYM
agb-125	146	43	0.4229557	0.4229557	NUM
agb-125	146	44	household	household	NOUN
agb-125	146	45	head	head	NOUN
agb-125	146	46	characteristics	characteristic	NOUN
agb-125	146	47	household	household	NOUN
agb-125	146	48	age	age	NOUN
agb-125	146	49	(	(	PUNCT
agb-125	146	50	years	year	NOUN
agb-125	146	51	)	)	PUNCT
agb-125	146	52	160	160	NUM
agb-125	146	53	55.55625	55.55625	NUM
agb-125	146	54	78	78	NUM
agb-125	146	55	34	34	NUM
agb-125	146	56	8.760795	8.760795	NUM
agb-125	146	57	education	education	NOUN
agb-125	146	58	(	(	PUNCT
agb-125	146	59	years	year	NOUN
agb-125	146	60	)	)	PUNCT
agb-125	146	61	160	160	NUM
agb-125	146	62	7.887	7.887	NUM
agb-125	146	63	12	12	NUM
agb-125	146	64	2	2	NUM
agb-125	146	65	2.500283	2.500283	NUM
agb-125	146	66	experience	experience	NOUN
agb-125	146	67	(	(	PUNCT
agb-125	146	68	years	year	NOUN
agb-125	146	69	)	)	PUNCT
agb-125	146	70	160	160	NUM
agb-125	146	71	10.84375	10.84375	NUM
agb-125	146	72	24	24	NUM
agb-125	146	73	3	3	NUM
agb-125	146	74	4.585384	4.585384	NUM
agb-125	146	75	household	household	NOUN
agb-125	146	76	size	size	NOUN
agb-125	146	77	(	(	PUNCT
agb-125	146	78	persons	person	NOUN
agb-125	146	79	)	)	PUNCT
agb-125	146	80	160	160	NUM
agb-125	146	81	2.9625	2.9625	NUM
agb-125	146	82	6	6	NUM
agb-125	146	83	1	1	NUM
agb-125	146	84	1.212552	1.212552	NUM
agb-125	146	85	banana	banana	NOUN
agb-125	146	86	farm	farm	NOUN
agb-125	146	87	characteristics	characteristic	NOUN
agb-125	146	88	distance	distance	NOUN
agb-125	146	89	(	(	PUNCT
agb-125	146	90	meters	meter	NOUN
agb-125	146	91	)	)	PUNCT
agb-125	146	92	160	160	NUM
agb-125	146	93	1.11	1.11	NUM
agb-125	146	94	4	4	NUM
agb-125	146	95	0.2	0.2	NUM
agb-125	146	96	0.7971017	0.7971017	NUM
agb-125	146	97	banana	banana	NOUN
agb-125	146	98	production	production	NOUN
agb-125	146	99	technical	technical	ADJ
agb-125	146	100	efficiency	efficiency	NOUN
agb-125	146	101	land	land	NOUN
agb-125	146	102	area	area	NOUN
agb-125	146	103	(	(	PUNCT
agb-125	146	104	m2	m2	PROPN
agb-125	146	105	)	)	PUNCT
agb-125	146	106	seed	seed	NOUN
agb-125	146	107	(	(	PUNCT
agb-125	146	108	number	number	NOUN
agb-125	146	109	of	of	ADP
agb-125	146	110	seeds	seed	NOUN
agb-125	146	111	/	/	SYM
agb-125	146	112	ha	ha	NOUN
agb-125	146	113	)	)	PUNCT
agb-125	146	114	nitrogen	nitrogen	NOUN
agb-125	146	115	(	(	PUNCT
agb-125	146	116	kg	kg	NOUN
agb-125	146	117	/	/	SYM
agb-125	146	118	ha	ha	NOUN
agb-125	146	119	)	)	PUNCT
agb-125	146	120	phosphate	phosphate	NOUN
agb-125	146	121	(	(	PUNCT
agb-125	146	122	kg	kg	NOUN
agb-125	146	123	/	/	SYM
agb-125	146	124	ha	ha	NOUN
agb-125	146	125	)	)	PUNCT
agb-125	146	126	potassium	potassium	NOUN
agb-125	146	127	(	(	PUNCT
agb-125	146	128	kg	kg	NOUN
agb-125	146	129	/	/	SYM
agb-125	146	130	ha	ha	NOUN
agb-125	146	131	)	)	PUNCT
agb-125	146	132	manure	manure	NOUN
agb-125	146	133	(	(	PUNCT
agb-125	146	134	kg	kg	NOUN
agb-125	146	135	/	/	SYM
agb-125	146	136	ha	ha	NOUN
agb-125	146	137	)	)	PUNCT
agb-125	146	138	pesticides	pesticide	NOUN
agb-125	146	139	(	(	PUNCT
agb-125	146	140	million	million	NUM
agb-125	146	141	vnd	vnd	PROPN
agb-125	146	142	/	/	SYM
agb-125	146	143	ha	ha	NOUN
agb-125	146	144	)	)	PUNCT
agb-125	146	145	labor	labor	NOUN
agb-125	146	146	(	(	PUNCT
agb-125	146	147	men	man	NOUN
agb-125	146	148	day	day	PROPN
agb-125	146	149	/	/	SYM
agb-125	146	150	ha	ha	NOUN
agb-125	146	151	)	)	PUNCT
agb-125	146	152	variety	variety	NOUN
agb-125	146	153	household	household	NOUN
agb-125	146	154	age	age	NOUN
agb-125	146	155	(	(	PUNCT
agb-125	146	156	year	year	NOUN
agb-125	146	157	)	)	PUNCT
agb-125	146	158	education	education	NOUN
agb-125	146	159	level	level	NOUN
agb-125	146	160	(	(	PUNCT
agb-125	146	161	year	year	NOUN
agb-125	146	162	)	)	PUNCT
agb-125	146	163	farmer	farmer	NOUN
agb-125	146	164	experience	experience	NOUN
agb-125	146	165	(	(	PUNCT
agb-125	146	166	year	year	NOUN
agb-125	146	167	)	)	PUNCT
agb-125	146	168	household	household	NOUN
agb-125	146	169	size	size	NOUN
agb-125	146	170	(	(	PUNCT
agb-125	146	171	person	person	NOUN
agb-125	146	172	)	)	PUNCT
agb-125	146	173	distance	distance	NOUN
agb-125	146	174	(	(	PUNCT
agb-125	146	175	km	km	NOUN
agb-125	146	176	)	)	PUNCT
agb-125	146	177	capital	capital	NOUN
agb-125	146	178	training	training	NOUN
agb-125	146	179	district	district	NOUN
agb-125	146	180	agbioforum	agbioforum	NOUN
agb-125	146	181	,	,	PUNCT
agb-125	146	182	24(2	24(2	NUM
agb-125	146	183	)	)	PUNCT
agb-125	146	184	,	,	PUNCT
agb-125	146	185	2022	2022	NUM
agb-125	146	186	|	|	ADV
agb-125	146	187	62	62	NUM
agb-125	146	188	hung	hung	NOUN
agb-125	146	189	,	,	PUNCT
agb-125	146	190	huong	huong	PROPN
agb-125	146	191	,	,	PUNCT
agb-125	146	192	thuong	thuong	NOUN
agb-125	146	193	,	,	PUNCT
agb-125	146	194	oanh	oanh	ADV
agb-125	146	195	,	,	PUNCT
agb-125	146	196	chuong	chuong	PROPN
agb-125	146	197	,	,	PUNCT
agb-125	146	198	ha	ha	INTJ
agb-125	146	199	and	and	CCONJ
agb-125	146	200	luong	luong	PROPN
agb-125	146	201	.	.	PUNCT
agb-125	146	202	—	—	PUNCT
agb-125	146	203	technical	technical	ADJ
agb-125	146	204	efficiency	efficiency	NOUN
agb-125	146	205	of	of	ADP
agb-125	146	206	smallholder	smallholder	NOUN
agb-125	146	207	banana	banana	NOUN
agb-125	146	208	production	production	NOUN
agb-125	146	209	:	:	PUNCT
agb-125	146	210	a	a	DET
agb-125	146	211	case	case	NOUN
agb-125	146	212	study	study	NOUN
agb-125	146	213	in	in	ADP
agb-125	146	214	…	…	PUNCT
agb-125	146	215	land	land	NOUN
agb-125	146	216	area	area	NOUN
agb-125	146	217	(	(	PUNCT
agb-125	146	218	ha	ha	INTJ
agb-125	146	219	)	)	PUNCT
agb-125	146	220	160	160	NUM
agb-125	146	221	0.756275	0.756275	NUM
agb-125	146	222	7.2	7.2	NUM
agb-125	146	223	0.036	0.036	NUM
agb-125	146	224	5.109244	5.109244	NUM
agb-125	146	225	capital	capital	NOUN
agb-125	146	226	(	(	PUNCT
agb-125	146	227	loan	loan	NOUN
agb-125	146	228	/	/	SYM
agb-125	146	229	none	none	NOUN
agb-125	146	230	)	)	PUNCT
agb-125	146	231	160	160	NUM
agb-125	146	232	0.36875	0.36875	NUM
agb-125	146	233	1	1	NUM
agb-125	146	234	0	0	NUM
agb-125	146	235	0.4839808	0.4839808	NUM
agb-125	146	236	training	training	NOUN
agb-125	146	237	(	(	PUNCT
agb-125	146	238	times	time	NOUN
agb-125	146	239	)	)	PUNCT
agb-125	146	240	160	160	NUM
agb-125	146	241	0.44375	0.44375	NUM
agb-125	146	242	1	1	NUM
agb-125	146	243	0	0	NUM
agb-125	146	244	0.4983858	0.4983858	NUM
agb-125	146	245	district	district	NOUN
agb-125	146	246	(	(	PUNCT
agb-125	146	247	khoai	khoai	X
agb-125	146	248	chau	chau	PROPN
agb-125	146	249	/	/	SYM
agb-125	146	250	others	other	NOUN
agb-125	146	251	)	)	PUNCT
agb-125	146	252	160	160	NUM
agb-125	146	253	0.49375	0.49375	NUM
agb-125	146	254	1	1	NUM
agb-125	146	255	0	0	NUM
agb-125	146	256	0.5015307	0.5015307	NUM
agb-125	146	257	table	table	NOUN
agb-125	146	258	2	2	NUM
agb-125	146	259	:	:	PUNCT
agb-125	146	260	results	result	NOUN
agb-125	146	261	of	of	ADP
agb-125	146	262	stochastic	stochastic	ADJ
agb-125	146	263	frontier	frontier	NOUN
agb-125	146	264	production	production	NOUN
agb-125	146	265	estimates	estimate	VERB
agb-125	146	266	variable	variable	ADJ
agb-125	146	267	coefficient	coefficient	NOUN
agb-125	146	268	std	std	PROPN
agb-125	146	269	.	.	PUNCT
agb-125	147	1	err	err	NOUN
agb-125	147	2	.	.	PUNCT
agb-125	148	1	z	z	PROPN
agb-125	148	2	vif	vif	PROPN
agb-125	148	3	ln	ln	X
agb-125	148	4	(	(	PUNCT
agb-125	148	5	area	area	NOUN
agb-125	148	6	)	)	PUNCT
agb-125	149	1	0.0262	0.0262	NUM
agb-125	149	2	*	*	PUNCT
agb-125	149	3	*	*	PUNCT
agb-125	150	1	0.0129	0.0129	NUM
agb-125	150	2	2.03	2.03	NUM
agb-125	150	3	1.62	1.62	NUM
agb-125	150	4	ln	ln	ADJ
agb-125	150	5	(	(	PUNCT
agb-125	150	6	seed	seed	NOUN
agb-125	150	7	)	)	PUNCT
agb-125	150	8	-0.0267	-0.0267	NOUN
agb-125	151	1	0.1320	0.1320	NUM
agb-125	151	2	-0.20	-0.20	NUM
agb-125	151	3	1.21	1.21	NUM
agb-125	151	4	ln	ln	NOUN
agb-125	151	5	(	(	PUNCT
agb-125	151	6	nitrogen	nitrogen	NOUN
agb-125	151	7	)	)	PUNCT
agb-125	151	8	-0.0175	-0.0175	NOUN
agb-125	152	1	0.0244	0.0244	NUM
agb-125	153	1	-0.72	-0.72	NUM
agb-125	153	2	1.39	1.39	NUM
agb-125	153	3	ln	ln	ADJ
agb-125	153	4	(	(	PUNCT
agb-125	153	5	phosphate	phosphate	NOUN
agb-125	153	6	)	)	PUNCT
agb-125	153	7	0.0780	0.0780	NUM
agb-125	153	8	*	*	PUNCT
agb-125	153	9	*	*	PUNCT
agb-125	153	10	*	*	PUNCT
agb-125	153	11	0.0299	0.0299	NUM
agb-125	153	12	2.60	2.60	NUM
agb-125	153	13	1.51	1.51	NUM
agb-125	153	14	ln	ln	ADJ
agb-125	153	15	(	(	PUNCT
agb-125	153	16	potassium	potassium	NOUN
agb-125	153	17	)	)	PUNCT
agb-125	154	1	0.0702	0.0702	NUM
agb-125	154	2	*	*	PUNCT
agb-125	155	1	*	*	PUNCT
agb-125	155	2	*	*	PUNCT
agb-125	155	3	0.0258	0.0258	NUM
agb-125	155	4	2.72	2.72	NUM
agb-125	155	5	1.69	1.69	NUM
agb-125	155	6	ln	ln	ADJ
agb-125	155	7	(	(	PUNCT
agb-125	155	8	manure	manure	NOUN
agb-125	155	9	)	)	PUNCT
agb-125	156	1	0.0066	0.0066	NUM
agb-125	156	2	*	*	PUNCT
agb-125	156	3	*	*	PUNCT
agb-125	156	4	*	*	PUNCT
agb-125	156	5	0.0018	0.0018	NUM
agb-125	156	6	3.50	3.50	NUM
agb-125	156	7	1.08	1.08	NUM
agb-125	156	8	ln	ln	ADJ
agb-125	156	9	(	(	PUNCT
agb-125	156	10	pesticide	pesticide	NOUN
agb-125	156	11	)	)	PUNCT
agb-125	156	12	-0.0099	-0.0099	VERB
agb-125	156	13	0.0078	0.0078	NUM
agb-125	156	14	-1.27	-1.27	NUM
agb-125	156	15	1.08	1.08	NUM
agb-125	156	16	ln	ln	ADJ
agb-125	156	17	(	(	PUNCT
agb-125	156	18	labor	labor	NOUN
agb-125	156	19	)	)	PUNCT
agb-125	156	20	0.0240	0.0240	NUM
agb-125	156	21	0.0437	0.0437	NUM
agb-125	156	22	0.55	0.55	NUM
agb-125	156	23	1.27	1.27	NUM
agb-125	156	24	variety	variety	NOUN
agb-125	156	25	-0.0632	-0.0632	NOUN
agb-125	156	26	*	*	PUNCT
agb-125	156	27	*	*	PUNCT
agb-125	156	28	0.0260	0.0260	NUM
agb-125	156	29	-2.43	-2.43	NUM
agb-125	156	30	1.23	1.23	NUM
agb-125	156	31	constant	constant	ADJ
agb-125	156	32	2.951	2.951	NUM
agb-125	156	33	1.122	1.122	NUM
agb-125	156	34	2.63	2.63	NUM
agb-125	156	35	wald	wald	X
agb-125	156	36	chi2	chi2	PROPN
agb-125	156	37	69.57	69.57	NUM
agb-125	156	38	log	log	NOUN
agb-125	156	39	-	-	PUNCT
agb-125	156	40	likelihood	likelihood	NOUN
agb-125	156	41	112.4777	112.4777	NUM
agb-125	156	42	note	note	NOUN
agb-125	156	43	:	:	PUNCT
agb-125	156	44	significant	significant	ADJ
agb-125	156	45	at	at	ADP
agb-125	156	46	*	*	PUNCT
agb-125	156	47	*	*	PUNCT
agb-125	156	48	*	*	PUNCT
agb-125	157	1	=	=	SYM
agb-125	157	2	1	1	NUM
agb-125	157	3	%	%	NOUN
agb-125	157	4	;	;	PUNCT
agb-125	157	5	*	*	PUNCT
agb-125	157	6	*	*	PUNCT
agb-125	157	7	=	=	SYM
agb-125	157	8	5	5	NUM
agb-125	157	9	%	%	NOUN
agb-125	157	10	,	,	PUNCT
agb-125	157	11	*	*	PUNCT
agb-125	157	12	=	=	SYM
agb-125	157	13	10	10	NUM
agb-125	157	14	%	%	NOUN
agb-125	157	15	source	source	NOUN
agb-125	157	16	:	:	PUNCT
agb-125	157	17	author	author	NOUN
agb-125	157	18	's	's	PART
agb-125	157	19	estimation	estimation	NOUN
agb-125	157	20	the	the	DET
agb-125	157	21	study	study	NOUN
agb-125	157	22	also	also	ADV
agb-125	157	23	used	use	VERB
agb-125	157	24	the	the	DET
agb-125	157	25	cobb	cobb	PROPN
agb-125	157	26	-	-	PUNCT
agb-125	157	27	douglas	douglas	PROPN
agb-125	157	28	production	production	NOUN
agb-125	157	29	frontier	frontier	NOUN
agb-125	157	30	function	function	NOUN
agb-125	157	31	,	,	PUNCT
agb-125	157	32	where	where	SCONJ
agb-125	157	33	the	the	DET
agb-125	157	34	coefficient	coefficient	NOUN
agb-125	157	35	values	value	NOUN
agb-125	157	36	of	of	ADP
agb-125	157	37	the	the	DET
agb-125	157	38	variables	variable	NOUN
agb-125	157	39	might	might	AUX
agb-125	157	40	be	be	AUX
agb-125	157	41	interpreted	interpret	VERB
agb-125	157	42	as	as	ADP
agb-125	157	43	the	the	DET
agb-125	157	44	direct	direct	ADJ
agb-125	157	45	elasticity	elasticity	NOUN
agb-125	157	46	of	of	ADP
agb-125	157	47	the	the	DET
agb-125	157	48	function	function	NOUN
agb-125	157	49	.	.	PUNCT
agb-125	158	1	independent	independent	ADJ
agb-125	158	2	constructs	construct	NOUN
agb-125	158	3	elasticity	elasticity	NOUN
agb-125	158	4	demonstrates	demonstrate	VERB
agb-125	158	5	the	the	DET
agb-125	158	6	extent	extent	NOUN
agb-125	158	7	to	to	PART
agb-125	158	8	which	which	PRON
agb-125	158	9	banana	banana	NOUN
agb-125	158	10	yield	yield	NOUN
agb-125	158	11	can	can	AUX
agb-125	158	12	be	be	AUX
agb-125	158	13	predicted	predict	VERB
agb-125	158	14	to	to	PART
agb-125	158	15	alter	alter	VERB
agb-125	158	16	in	in	ADP
agb-125	158	17	response	response	NOUN
agb-125	158	18	to	to	ADP
agb-125	158	19	a	a	DET
agb-125	158	20	change	change	NOUN
agb-125	158	21	in	in	ADP
agb-125	158	22	production	production	NOUN
agb-125	158	23	inputs	input	NOUN
agb-125	158	24	.	.	PUNCT
agb-125	159	1	the	the	DET
agb-125	159	2	factors	factor	NOUN
agb-125	159	3	are	be	AUX
agb-125	159	4	,	,	PUNCT
agb-125	159	5	phosphate	phosphate	ADJ
agb-125	159	6	,	,	PUNCT
agb-125	159	7	potassium	potassium	NOUN
agb-125	159	8	,	,	PUNCT
agb-125	159	9	and	and	CCONJ
agb-125	159	10	manure	manure	NOUN
agb-125	159	11	are	be	AUX
agb-125	159	12	positively	positively	ADV
agb-125	159	13	correlated	correlate	VERB
agb-125	159	14	with	with	ADP
agb-125	159	15	banana	banana	NOUN
agb-125	159	16	yield	yield	NOUN
agb-125	159	17	,	,	PUNCT
agb-125	159	18	as	as	SCONJ
agb-125	159	19	shown	show	VERB
agb-125	159	20	in	in	ADP
agb-125	159	21	table	table	NOUN
agb-125	159	22	2	2	NUM
agb-125	159	23	.	.	PUNCT
agb-125	160	1	all	all	DET
agb-125	160	2	the	the	DET
agb-125	160	3	positive	positive	ADJ
agb-125	160	4	coefficient	coefficient	NOUN
agb-125	160	5	indications	indication	NOUN
agb-125	160	6	indicate	indicate	VERB
agb-125	160	7	that	that	SCONJ
agb-125	160	8	a	a	DET
agb-125	160	9	1	1	NUM
agb-125	160	10	%	%	NOUN
agb-125	160	11	increase	increase	NOUN
agb-125	160	12	in	in	ADP
agb-125	160	13	each	each	DET
agb-125	160	14	variable	variable	NOUN
agb-125	160	15	will	will	AUX
agb-125	160	16	improve	improve	VERB
agb-125	160	17	banana	banana	NOUN
agb-125	160	18	yield	yield	NOUN
agb-125	160	19	by	by	ADP
agb-125	160	20	2.6	2.6	NUM
agb-125	160	21	%	%	NOUN
agb-125	160	22	,	,	PUNCT
agb-125	160	23	7.8	7.8	NUM
agb-125	160	24	%	%	NOUN
agb-125	160	25	,	,	PUNCT
agb-125	160	26	7.1	7.1	NUM
agb-125	160	27	%	%	NOUN
agb-125	160	28	,	,	PUNCT
agb-125	160	29	and	and	CCONJ
agb-125	160	30	0.1	0.1	NUM
agb-125	160	31	%	%	NOUN
agb-125	160	32	,	,	PUNCT
agb-125	160	33	respectively	respectively	ADV
agb-125	160	34	.	.	PUNCT
agb-125	161	1	this	this	PRON
agb-125	161	2	has	have	VERB
agb-125	161	3	a	a	DET
agb-125	161	4	detrimental	detrimental	ADJ
agb-125	161	5	effect	effect	NOUN
agb-125	161	6	in	in	ADP
agb-125	161	7	the	the	DET
agb-125	161	8	case	case	NOUN
agb-125	161	9	of	of	ADP
agb-125	161	10	variety	variety	NOUN
agb-125	161	11	,	,	PUNCT
agb-125	161	12	as	as	SCONJ
agb-125	161	13	the	the	DET
agb-125	161	14	"	"	PUNCT
agb-125	161	15	bisang	bisang	PROPN
agb-125	161	16	awak	awak	PROPN
agb-125	161	17	"	"	PUNCT
agb-125	161	18	banana	banana	NOUN
agb-125	161	19	variety	variety	NOUN
agb-125	161	20	planted	plant	VERB
agb-125	161	21	by	by	ADP
agb-125	161	22	farmers	farmer	NOUN
agb-125	161	23	is	be	AUX
agb-125	161	24	not	not	PART
agb-125	161	25	as	as	ADV
agb-125	161	26	productive	productive	ADJ
agb-125	161	27	as	as	ADP
agb-125	161	28	other	other	ADJ
agb-125	161	29	varieties	variety	NOUN
agb-125	161	30	.	.	PUNCT
agb-125	162	1	the	the	DET
agb-125	162	2	results	result	NOUN
agb-125	162	3	indicate	indicate	VERB
agb-125	162	4	that	that	SCONJ
agb-125	162	5	the	the	DET
agb-125	162	6	area	area	NOUN
agb-125	162	7	variable	variable	NOUN
agb-125	162	8	favours	favour	VERB
agb-125	162	9	banana	banana	NOUN
agb-125	162	10	production	production	NOUN
agb-125	162	11	and	and	CCONJ
agb-125	162	12	is	be	AUX
agb-125	162	13	statistically	statistically	ADV
agb-125	162	14	significant	significant	ADJ
agb-125	162	15	at	at	ADP
agb-125	162	16	the	the	DET
agb-125	162	17	5	5	NUM
agb-125	162	18	%	%	NOUN
agb-125	162	19	level	level	NOUN
agb-125	162	20	.	.	PUNCT
agb-125	163	1	this	this	PRON
agb-125	163	2	indicates	indicate	VERB
agb-125	163	3	that	that	SCONJ
agb-125	163	4	the	the	PRON
agb-125	163	5	larger	large	ADJ
agb-125	163	6	the	the	DET
agb-125	163	7	household	household	NOUN
agb-125	163	8	's	's	PART
agb-125	163	9	land	land	NOUN
agb-125	163	10	area	area	NOUN
agb-125	163	11	,	,	PUNCT
agb-125	163	12	the	the	PRON
agb-125	163	13	higher	high	ADJ
agb-125	163	14	the	the	DET
agb-125	163	15	household	household	NOUN
agb-125	163	16	's	's	PART
agb-125	163	17	banana	banana	NOUN
agb-125	163	18	productivity	productivity	NOUN
agb-125	163	19	,	,	PUNCT
agb-125	163	20	and	and	CCONJ
agb-125	163	21	because	because	SCONJ
agb-125	163	22	of	of	ADP
agb-125	163	23	the	the	DET
agb-125	163	24	large	large	ADJ
agb-125	163	25	scale	scale	NOUN
agb-125	163	26	,	,	PUNCT
agb-125	163	27	the	the	DET
agb-125	163	28	farmers	farmer	NOUN
agb-125	163	29	produce	produce	VERB
agb-125	163	30	in	in	ADP
agb-125	163	31	a	a	DET
agb-125	163	32	more	more	ADV
agb-125	163	33	specialised	specialised	ADJ
agb-125	163	34	direction	direction	NOUN
agb-125	163	35	,	,	PUNCT
agb-125	163	36	the	the	DET
agb-125	163	37	household	household	NOUN
agb-125	163	38	will	will	AUX
agb-125	163	39	invest	invest	VERB
agb-125	163	40	more	more	ADV
agb-125	163	41	in	in	ADP
agb-125	163	42	machinery	machinery	NOUN
agb-125	163	43	and	and	CCONJ
agb-125	163	44	use	use	VERB
agb-125	163	45	better	well	ADJ
agb-125	163	46	technical	technical	ADJ
agb-125	163	47	processes	process	NOUN
agb-125	163	48	in	in	ADP
agb-125	163	49	production	production	NOUN
agb-125	163	50	,	,	PUNCT
agb-125	163	51	resulting	result	VERB
agb-125	163	52	in	in	ADP
agb-125	163	53	more	more	ADV
agb-125	163	54	efficient	efficient	ADJ
agb-125	163	55	production	production	NOUN
agb-125	163	56	.	.	PUNCT
agb-125	164	1	in	in	ADP
agb-125	164	2	addition	addition	NOUN
agb-125	164	3	,	,	PUNCT
agb-125	164	4	households	household	NOUN
agb-125	164	5	with	with	ADP
agb-125	164	6	big	big	ADJ
agb-125	164	7	production	production	NOUN
agb-125	164	8	areas	area	NOUN
agb-125	164	9	will	will	AUX
agb-125	164	10	focus	focus	VERB
agb-125	164	11	more	more	ADV
agb-125	164	12	on	on	ADP
agb-125	164	13	the	the	DET
agb-125	164	14	care	care	NOUN
agb-125	164	15	and	and	CCONJ
agb-125	164	16	administration	administration	NOUN
agb-125	164	17	of	of	ADP
agb-125	164	18	banana	banana	PROPN
agb-125	164	19	crops	crop	NOUN
agb-125	164	20	,	,	PUNCT
agb-125	164	21	making	make	VERB
agb-125	164	22	them	they	PRON
agb-125	164	23	more	more	ADV
agb-125	164	24	productive	productive	ADJ
agb-125	164	25	than	than	ADP
agb-125	164	26	those	those	PRON
agb-125	164	27	with	with	ADP
agb-125	164	28	smaller	small	ADJ
agb-125	164	29	production	production	NOUN
agb-125	164	30	areas	area	NOUN
agb-125	164	31	.	.	PUNCT
agb-125	165	1	the	the	DET
agb-125	165	2	favourable	favourable	ADJ
agb-125	165	3	impact	impact	NOUN
agb-125	165	4	of	of	ADP
agb-125	165	5	phosphate	phosphate	ADJ
agb-125	165	6	fertiliser	fertiliser	NOUN
agb-125	165	7	on	on	ADP
agb-125	165	8	banana	banana	NOUN
agb-125	165	9	yield	yield	NOUN
agb-125	165	10	is	be	AUX
agb-125	165	11	statistically	statistically	ADV
agb-125	165	12	significant	significant	ADJ
agb-125	165	13	at	at	ADP
agb-125	165	14	1	1	NUM
agb-125	165	15	%	%	NOUN
agb-125	165	16	.	.	PUNCT
agb-125	166	1	this	this	PRON
agb-125	166	2	indicates	indicate	VERB
agb-125	166	3	that	that	SCONJ
agb-125	166	4	households	household	NOUN
agb-125	166	5	using	use	VERB
agb-125	166	6	more	more	ADJ
agb-125	166	7	phosphate	phosphate	ADJ
agb-125	166	8	fertilisers	fertiliser	NOUN
agb-125	166	9	will	will	AUX
agb-125	166	10	increase	increase	VERB
agb-125	166	11	banana	banana	NOUN
agb-125	166	12	crops	crop	NOUN
agb-125	166	13	.	.	PUNCT
agb-125	167	1	according	accord	VERB
agb-125	167	2	to	to	ADP
agb-125	167	3	dung	dung	NOUN
agb-125	167	4	(	(	PUNCT
agb-125	167	5	2021	2021	NUM
agb-125	167	6	)	)	PUNCT
agb-125	167	7	,	,	PUNCT
agb-125	167	8	phosphate	phosphate	ADJ
agb-125	167	9	fertiliser	fertiliser	NOUN
agb-125	167	10	is	be	AUX
agb-125	167	11	crucial	crucial	ADJ
agb-125	167	12	throughout	throughout	ADP
agb-125	167	13	the	the	DET
agb-125	167	14	plant	plant	NOUN
agb-125	167	15	's	's	PART
agb-125	167	16	early	early	ADJ
agb-125	167	17	growth	growth	NOUN
agb-125	167	18	stage	stage	NOUN
agb-125	167	19	.	.	PUNCT
agb-125	168	1	during	during	ADP
agb-125	168	2	this	this	DET
agb-125	168	3	stage	stage	NOUN
agb-125	168	4	,	,	PUNCT
agb-125	168	5	phosphorus	phosphorus	NOUN
agb-125	168	6	deficiency	deficiency	NOUN
agb-125	168	7	significantly	significantly	ADV
agb-125	168	8	affects	affect	VERB
agb-125	168	9	the	the	DET
agb-125	168	10	output	output	NOUN
agb-125	168	11	of	of	ADP
agb-125	168	12	banana	banana	NOUN
agb-125	168	13	plants	plant	NOUN
agb-125	168	14	.	.	PUNCT
agb-125	169	1	however	however	ADV
agb-125	169	2	,	,	PUNCT
agb-125	169	3	a	a	DET
agb-125	169	4	real	real	ADJ
agb-125	169	5	study	study	NOUN
agb-125	169	6	indicates	indicate	VERB
agb-125	169	7	that	that	SCONJ
agb-125	169	8	the	the	DET
agb-125	169	9	present	present	ADJ
agb-125	169	10	average	average	ADJ
agb-125	169	11	rate	rate	NOUN
agb-125	169	12	of	of	ADP
agb-125	169	13	phosphate	phosphate	ADJ
agb-125	169	14	fertiliser	fertiliser	NOUN
agb-125	169	15	application	application	NOUN
agb-125	169	16	by	by	ADP
agb-125	169	17	research	research	NOUN
agb-125	169	18	households	household	NOUN
agb-125	169	19	in	in	ADP
agb-125	169	20	the	the	DET
agb-125	169	21	province	province	NOUN
agb-125	169	22	of	of	ADP
agb-125	169	23	hung	hung	ADJ
agb-125	169	24	yen	yen	NOUN
agb-125	169	25	is	be	AUX
agb-125	169	26	525.54	525.54	NUM
agb-125	169	27	kg	kg	NOUN
agb-125	169	28	/	/	SYM
agb-125	169	29	hectare	hectare	NOUN
agb-125	169	30	,	,	PUNCT
agb-125	169	31	which	which	PRON
agb-125	169	32	exceeds	exceed	VERB
agb-125	169	33	the	the	DET
agb-125	169	34	required	require	VERB
agb-125	169	35	level	level	NOUN
agb-125	169	36	for	for	ADP
agb-125	169	37	banana	banana	NOUN
agb-125	169	38	cultivation	cultivation	NOUN
agb-125	169	39	.	.	PUNCT
agb-125	170	1	in	in	ADP
agb-125	170	2	addition	addition	NOUN
agb-125	170	3	to	to	ADP
agb-125	170	4	phosphate	phosphate	ADJ
agb-125	170	5	fertilisers	fertiliser	NOUN
agb-125	170	6	,	,	PUNCT
agb-125	170	7	potassium	potassium	NOUN
agb-125	170	8	fertilisers	fertiliser	NOUN
agb-125	170	9	had	have	VERB
agb-125	170	10	a	a	DET
agb-125	170	11	1	1	NUM
agb-125	170	12	per	per	NOUN
agb-125	170	13	cent	cent	NOUN
agb-125	170	14	significant	significant	ADJ
agb-125	170	15	positive	positive	ADJ
agb-125	170	16	effect	effect	NOUN
agb-125	170	17	on	on	ADP
agb-125	170	18	banana	banana	NOUN
agb-125	170	19	yield	yield	NOUN
agb-125	170	20	.	.	PUNCT
agb-125	171	1	thus	thus	ADV
agb-125	171	2	,	,	PUNCT
agb-125	171	3	households	household	NOUN
agb-125	171	4	utilising	utilise	VERB
agb-125	171	5	more	more	ADJ
agb-125	171	6	potassium	potassium	NOUN
agb-125	171	7	fertilisers	fertiliser	NOUN
agb-125	171	8	will	will	AUX
agb-125	171	9	have	have	VERB
agb-125	171	10	increased	increase	VERB
agb-125	171	11	yields	yield	NOUN
agb-125	171	12	.	.	PUNCT
agb-125	172	1	potassium	potassium	NOUN
agb-125	172	2	is	be	AUX
agb-125	172	3	also	also	ADV
agb-125	172	4	vital	vital	ADJ
agb-125	172	5	for	for	ADP
agb-125	172	6	yield	yield	NOUN
agb-125	172	7	,	,	PUNCT
agb-125	172	8	according	accord	VERB
agb-125	172	9	to	to	ADP
agb-125	172	10	nguyen	nguyen	PROPN
agb-125	172	11	van	van	PROPN
agb-125	172	12	dung	dung	PROPN
agb-125	172	13	et	et	PROPN
agb-125	172	14	al	al	PROPN
agb-125	172	15	.	.	PUNCT
agb-125	173	1	the	the	DET
agb-125	173	2	potassium	potassium	NOUN
agb-125	173	3	requirements	requirement	NOUN
agb-125	173	4	of	of	ADP
agb-125	173	5	banana	banana	NOUN
agb-125	173	6	plants	plant	NOUN
agb-125	173	7	are	be	AUX
agb-125	173	8	relatively	relatively	ADV
agb-125	173	9	low	low	ADJ
agb-125	173	10	at	at	ADP
agb-125	173	11	the	the	DET
agb-125	173	12	beginning	beginning	NOUN
agb-125	173	13	of	of	ADP
agb-125	173	14	growth	growth	NOUN
agb-125	173	15	and	and	CCONJ
agb-125	173	16	peak	peak	NOUN
agb-125	173	17	during	during	ADP
agb-125	173	18	flowering	flowering	NOUN
agb-125	173	19	.	.	PUNCT
agb-125	174	1	potassium	potassium	NOUN
agb-125	174	2	deficiency	deficiency	NOUN
agb-125	174	3	has	have	VERB
agb-125	174	4	a	a	DET
agb-125	174	5	significant	significant	ADJ
agb-125	174	6	impact	impact	NOUN
agb-125	174	7	on	on	ADP
agb-125	174	8	banana	banana	NOUN
agb-125	174	9	yield	yield	NOUN
agb-125	174	10	and	and	CCONJ
agb-125	174	11	quality	quality	NOUN
agb-125	174	12	,	,	PUNCT
agb-125	174	13	especially	especially	ADV
agb-125	174	14	if	if	SCONJ
agb-125	174	15	it	it	PRON
agb-125	174	16	occurs	occur	VERB
agb-125	174	17	during	during	ADP
agb-125	174	18	the	the	DET
agb-125	174	19	flowering	flower	VERB
agb-125	174	20	period	period	NOUN
agb-125	174	21	.	.	PUNCT
agb-125	175	1	however	however	ADV
agb-125	175	2	,	,	PUNCT
agb-125	175	3	banana	banana	NOUN
agb-125	175	4	-	-	PUNCT
agb-125	175	5	growing	grow	VERB
agb-125	175	6	households	household	NOUN
agb-125	175	7	consume	consume	VERB
agb-125	175	8	an	an	DET
agb-125	175	9	average	average	NOUN
agb-125	175	10	of	of	ADP
agb-125	175	11	182,73	182,73	NOUN
agb-125	175	12	kg	kg	NOUN
agb-125	175	13	of	of	ADP
agb-125	175	14	potassium	potassium	NOUN
agb-125	175	15	fertiliser	fertiliser	NOUN
agb-125	175	16	per	per	ADP
agb-125	175	17	hectare	hectare	NOUN
agb-125	175	18	.	.	PUNCT
agb-125	176	1	farmers	farmer	NOUN
agb-125	176	2	fertilise	fertilise	VERB
agb-125	176	3	based	base	VERB
agb-125	176	4	on	on	ADP
agb-125	176	5	their	their	PRON
agb-125	176	6	own	own	ADJ
agb-125	176	7	and	and	CCONJ
agb-125	176	8	other	other	ADJ
agb-125	176	9	people	people	NOUN
agb-125	176	10	's	's	PART
agb-125	176	11	experiences	experience	NOUN
agb-125	176	12	,	,	PUNCT
agb-125	176	13	not	not	PART
agb-125	176	14	on	on	ADP
agb-125	176	15	a	a	DET
agb-125	176	16	reasonable	reasonable	ADJ
agb-125	176	17	formula	formula	NOUN
agb-125	176	18	,	,	PUNCT
agb-125	176	19	because	because	SCONJ
agb-125	176	20	the	the	DET
agb-125	176	21	fertiliser	fertiliser	NOUN
agb-125	176	22	norm	norm	NOUN
agb-125	176	23	between	between	ADP
agb-125	176	24	different	different	ADJ
agb-125	176	25	types	type	NOUN
agb-125	176	26	of	of	ADP
agb-125	176	27	fertilisers	fertiliser	NOUN
agb-125	176	28	has	have	AUX
agb-125	176	29	not	not	PART
agb-125	176	30	followed	follow	VERB
agb-125	176	31	a	a	DET
agb-125	176	32	standard	standard	NOUN
agb-125	176	33	.	.	PUNCT
agb-125	177	1	this	this	PRON
agb-125	177	2	has	have	VERB
agb-125	177	3	a	a	DET
agb-125	177	4	significant	significant	ADJ
agb-125	177	5	impact	impact	NOUN
agb-125	177	6	on	on	ADP
agb-125	177	7	the	the	DET
agb-125	177	8	productivity	productivity	NOUN
agb-125	177	9	of	of	ADP
agb-125	177	10	banana	banana	NOUN
agb-125	177	11	-	-	PUNCT
agb-125	177	12	growing	grow	VERB
agb-125	177	13	households	household	NOUN
agb-125	177	14	.	.	PUNCT
agb-125	178	1	most	most	ADJ
agb-125	178	2	bananagrowing	bananagrowe	VERB
agb-125	178	3	households	household	NOUN
agb-125	178	4	in	in	ADP
agb-125	178	5	hung	hung	ADJ
agb-125	178	6	yen	yen	NOUN
agb-125	178	7	province	province	NOUN
agb-125	178	8	have	have	AUX
agb-125	178	9	not	not	PART
agb-125	178	10	received	receive	VERB
agb-125	178	11	training	training	NOUN
agb-125	178	12	on	on	ADP
agb-125	178	13	properly	properly	ADV
agb-125	178	14	caring	care	VERB
agb-125	178	15	for	for	ADP
agb-125	178	16	and	and	CCONJ
agb-125	178	17	distributing	distribute	VERB
agb-125	178	18	fertilisers	fertiliser	NOUN
agb-125	178	19	.	.	PUNCT
agb-125	179	1	manure	manure	NOUN
agb-125	179	2	is	be	AUX
agb-125	179	3	statistically	statistically	ADV
agb-125	179	4	significant	significant	ADJ
agb-125	179	5	at	at	ADP
agb-125	179	6	the	the	DET
agb-125	179	7	1	1	NUM
agb-125	179	8	%	%	NOUN
agb-125	179	9	level	level	NOUN
agb-125	179	10	and	and	CCONJ
agb-125	179	11	has	have	VERB
agb-125	179	12	a	a	DET
agb-125	179	13	positive	positive	ADJ
agb-125	179	14	relationship	relationship	NOUN
agb-125	179	15	with	with	ADP
agb-125	179	16	yield	yield	NOUN
agb-125	179	17	,	,	PUNCT
agb-125	179	18	which	which	PRON
agb-125	179	19	means	mean	VERB
agb-125	179	20	that	that	SCONJ
agb-125	179	21	if	if	SCONJ
agb-125	179	22	households	household	NOUN
agb-125	179	23	increase	increase	VERB
agb-125	179	24	the	the	DET
agb-125	179	25	amount	amount	NOUN
agb-125	179	26	of	of	ADP
agb-125	179	27	manure	manure	NOUN
agb-125	179	28	,	,	PUNCT
agb-125	179	29	productivity	productivity	NOUN
agb-125	179	30	will	will	AUX
agb-125	179	31	increase	increase	VERB
agb-125	179	32	.	.	PUNCT
agb-125	180	1	because	because	SCONJ
agb-125	180	2	manure	manure	NOUN
agb-125	180	3	provides	provide	VERB
agb-125	180	4	valuable	valuable	ADJ
agb-125	180	5	nutrients	nutrient	NOUN
agb-125	180	6	such	such	ADJ
agb-125	180	7	as	as	ADP
agb-125	180	8	n	n	PROPN
agb-125	180	9	(	(	PUNCT
agb-125	180	10	nitrogen	nitrogen	PROPN
agb-125	180	11	)	)	PUNCT
agb-125	180	12	,	,	PUNCT
agb-125	180	13	p	p	X
agb-125	180	14	(	(	PUNCT
agb-125	180	15	phosphorus	phosphorus	NOUN
agb-125	180	16	)	)	PUNCT
agb-125	180	17	,	,	PUNCT
agb-125	180	18	s	s	X
agb-125	180	19	(	(	PUNCT
agb-125	180	20	sulfur	sulfur	NOUN
agb-125	180	21	)	)	PUNCT
agb-125	180	22	,	,	PUNCT
agb-125	180	23	and	and	CCONJ
agb-125	180	24	k	k	PROPN
agb-125	180	25	(	(	PUNCT
agb-125	180	26	potassium	potassium	NOUN
agb-125	180	27	)	)	PUNCT
agb-125	180	28	,	,	PUNCT
agb-125	180	29	it	it	PRON
agb-125	180	30	provides	provide	VERB
agb-125	180	31	a	a	DET
agb-125	180	32	variety	variety	NOUN
agb-125	180	33	of	of	ADP
agb-125	180	34	significant	significant	ADJ
agb-125	180	35	benefits	benefit	NOUN
agb-125	180	36	.	.	PUNCT
agb-125	181	1	these	these	PRON
agb-125	181	2	are	be	AUX
agb-125	181	3	essential	essential	ADJ
agb-125	181	4	nutrients	nutrient	NOUN
agb-125	181	5	for	for	ADP
agb-125	181	6	the	the	DET
agb-125	181	7	growth	growth	NOUN
agb-125	181	8	of	of	ADP
agb-125	181	9	banana	banana	NOUN
agb-125	181	10	plants	plant	NOUN
agb-125	181	11	.	.	PUNCT
agb-125	182	1	the	the	DET
agb-125	182	2	banana	banana	NOUN
agb-125	182	3	variety	variety	NOUN
agb-125	182	4	has	have	VERB
agb-125	182	5	an	an	DET
agb-125	182	6	inverse	inverse	NOUN
agb-125	182	7	relationship	relationship	NOUN
agb-125	182	8	with	with	ADP
agb-125	182	9	banana	banana	NOUN
agb-125	182	10	yield	yield	NOUN
agb-125	182	11	.	.	PUNCT
agb-125	183	1	when	when	SCONJ
agb-125	183	2	households	household	NOUN
agb-125	183	3	grow	grow	VERB
agb-125	183	4	a	a	DET
agb-125	183	5	"	"	PUNCT
agb-125	183	6	bisang	bisang	PROPN
agb-125	183	7	awak	awak	PROPN
agb-125	183	8	"	"	PUNCT
agb-125	183	9	banana	banana	PROPN
agb-125	183	10	,	,	PUNCT
agb-125	183	11	the	the	DET
agb-125	183	12	yield	yield	NOUN
agb-125	183	13	will	will	AUX
agb-125	183	14	be	be	AUX
agb-125	183	15	lower	low	ADJ
agb-125	183	16	than	than	ADP
agb-125	183	17	when	when	SCONJ
agb-125	183	18	they	they	PRON
agb-125	183	19	grow	grow	VERB
agb-125	183	20	a	a	DET
agb-125	183	21	cavendish	cavendish	PROPN
agb-125	183	22	banana	banana	NOUN
agb-125	183	23	.	.	PUNCT
agb-125	184	1	the	the	DET
agb-125	184	2	average	average	ADJ
agb-125	184	3	yield	yield	NOUN
agb-125	184	4	of	of	ADP
agb-125	184	5	the	the	DET
agb-125	184	6	"	"	PUNCT
agb-125	184	7	bisang	bisang	PROPN
agb-125	184	8	awak	awak	PROPN
agb-125	184	9	"	"	PUNCT
agb-125	184	10	banana	banana	PROPN
agb-125	184	11	is	be	AUX
agb-125	184	12	34.34	34.34	NUM
agb-125	184	13	tons	ton	NOUN
agb-125	184	14	/	/	SYM
agb-125	184	15	ha	ha	INTJ
agb-125	184	16	,	,	PUNCT
agb-125	184	17	while	while	SCONJ
agb-125	184	18	that	that	PRON
agb-125	184	19	of	of	ADP
agb-125	184	20	the	the	DET
agb-125	184	21	cavendish	cavendish	PROPN
agb-125	184	22	banana	banana	PROPN
agb-125	184	23	is	be	AUX
agb-125	184	24	36.86	36.86	NUM
agb-125	184	25	tons	ton	NOUN
agb-125	184	26	/	/	SYM
agb-125	184	27	ha	ha	INTJ
agb-125	184	28	,	,	PUNCT
agb-125	184	29	according	accord	VERB
agb-125	184	30	to	to	ADP
agb-125	184	31	the	the	DET
agb-125	184	32	survey	survey	NOUN
agb-125	184	33	results	result	NOUN
agb-125	184	34	.	.	PUNCT
agb-125	185	1	5.1	5.1	NUM
agb-125	185	2	technical	technical	ADJ
agb-125	185	3	efficiency	efficiency	NOUN
agb-125	185	4	's	's	PART
agb-125	185	5	frequency	frequency	NOUN
agb-125	185	6	distribution	distribution	NOUN
agb-125	185	7	based	base	VERB
agb-125	185	8	on	on	ADP
agb-125	185	9	production	production	NOUN
agb-125	185	10	frontier	frontier	NOUN
agb-125	185	11	function	function	NOUN
agb-125	185	12	estimation	estimation	NOUN
agb-125	185	13	,	,	PUNCT
agb-125	185	14	table	table	NOUN
agb-125	185	15	3	3	NUM
agb-125	185	16	provides	provide	VERB
agb-125	185	17	a	a	DET
agb-125	185	18	frequency	frequency	NOUN
agb-125	185	19	distribution	distribution	NOUN
agb-125	185	20	of	of	ADP
agb-125	185	21	te	te	PROPN
agb-125	185	22	.	.	PUNCT
agb-125	186	1	as	as	SCONJ
agb-125	186	2	the	the	DET
agb-125	186	3	range	range	NOUN
agb-125	186	4	of	of	ADP
agb-125	186	5	te	te	PROPN
agb-125	186	6	for	for	ADP
agb-125	186	7	banana	banana	NOUN
agb-125	186	8	farmers	farmer	NOUN
agb-125	186	9	is	be	AUX
agb-125	186	10	between	between	ADP
agb-125	186	11	89.68	89.68	NUM
agb-125	186	12	%	%	NOUN
agb-125	186	13	and	and	CCONJ
agb-125	186	14	97.81	97.81	NUM
agb-125	186	15	%	%	NOUN
agb-125	186	16	,	,	PUNCT
agb-125	186	17	with	with	ADP
agb-125	186	18	a	a	DET
agb-125	186	19	mean	mean	NOUN
agb-125	186	20	of	of	ADP
agb-125	186	21	nearly	nearly	ADV
agb-125	186	22	96	96	NUM
agb-125	186	23	%	%	NOUN
agb-125	186	24	,	,	PUNCT
agb-125	186	25	this	this	PRON
agb-125	186	26	demonstrates	demonstrate	VERB
agb-125	186	27	a	a	DET
agb-125	186	28	substantial	substantial	ADJ
agb-125	186	29	variation	variation	NOUN
agb-125	186	30	.	.	PUNCT
agb-125	187	1	the	the	DET
agb-125	187	2	results	result	NOUN
agb-125	187	3	indicate	indicate	VERB
agb-125	187	4	that	that	SCONJ
agb-125	187	5	the	the	DET
agb-125	187	6	maximum	maximum	ADJ
agb-125	187	7	frequency	frequency	NOUN
agb-125	187	8	range	range	NOUN
agb-125	187	9	of	of	ADP
agb-125	187	10	te	te	PROPN
agb-125	187	11	in	in	ADP
agb-125	187	12	the	the	DET
agb-125	187	13	sample	sample	NOUN
agb-125	187	14	of	of	ADP
agb-125	187	15	121	121	NUM
agb-125	187	16	farms	farm	NOUN
agb-125	187	17	is	be	AUX
agb-125	187	18	greater	great	ADJ
agb-125	187	19	than	than	ADP
agb-125	187	20	96	96	NUM
agb-125	187	21	%	%	NOUN
agb-125	187	22	,	,	PUNCT
agb-125	187	23	or	or	CCONJ
agb-125	187	24	75.625	75.625	NUM
agb-125	187	25	%	%	NOUN
agb-125	187	26	of	of	ADP
agb-125	187	27	the	the	DET
agb-125	187	28	total	total	NOUN
agb-125	187	29	.	.	PUNCT
agb-125	188	1	39	39	NUM
agb-125	188	2	farms	farm	NOUN
agb-125	188	3	,	,	PUNCT
agb-125	188	4	or	or	CCONJ
agb-125	188	5	24.375	24.375	NUM
agb-125	188	6	per	per	ADP
agb-125	188	7	cent	cent	NOUN
agb-125	188	8	,	,	PUNCT
agb-125	188	9	fall	fall	VERB
agb-125	188	10	within	within	ADP
agb-125	188	11	a	a	DET
agb-125	188	12	frequency	frequency	ADJ
agb-125	188	13	range	range	NOUN
agb-125	188	14	of	of	ADP
agb-125	188	15	less	less	ADJ
agb-125	188	16	than	than	ADP
agb-125	188	17	96	96	NUM
agb-125	188	18	per	per	ADP
agb-125	188	19	cent	cent	NOUN
agb-125	188	20	.	.	PUNCT
agb-125	189	1	agbioforum	agbioforum	PROPN
agb-125	189	2	,	,	PUNCT
agb-125	189	3	24(2	24(2	NUM
agb-125	189	4	)	)	PUNCT
agb-125	189	5	,	,	PUNCT
agb-125	189	6	2022	2022	NUM
agb-125	189	7	|	|	ADV
agb-125	189	8	63	63	NUM
agb-125	189	9	hung	hung	NOUN
agb-125	189	10	,	,	PUNCT
agb-125	189	11	huong	huong	PROPN
agb-125	189	12	,	,	PUNCT
agb-125	189	13	thuong	thuong	NOUN
agb-125	189	14	,	,	PUNCT
agb-125	189	15	oanh	oanh	ADV
agb-125	189	16	,	,	PUNCT
agb-125	189	17	chuong	chuong	PROPN
agb-125	189	18	,	,	PUNCT
agb-125	189	19	ha	ha	INTJ
agb-125	189	20	and	and	CCONJ
agb-125	189	21	luong	luong	PROPN
agb-125	189	22	.	.	PUNCT
agb-125	190	1	—	—	PUNCT
agb-125	190	2	technical	technical	ADJ
agb-125	190	3	efficiency	efficiency	NOUN
agb-125	190	4	of	of	ADP
agb-125	190	5	smallholder	smallholder	NOUN
agb-125	190	6	banana	banana	NOUN
agb-125	190	7	production	production	NOUN
agb-125	190	8	:	:	PUNCT
agb-125	190	9	a	a	DET
agb-125	190	10	case	case	NOUN
agb-125	190	11	study	study	NOUN
agb-125	190	12	in	in	ADP
agb-125	190	13	…	…	PUNCT
agb-125	190	14	this	this	PRON
agb-125	190	15	demonstrates	demonstrate	VERB
agb-125	190	16	that	that	SCONJ
agb-125	190	17	the	the	DET
agb-125	190	18	majority	majority	NOUN
agb-125	190	19	of	of	ADP
agb-125	190	20	farms	farm	NOUN
agb-125	190	21	meet	meet	VERB
agb-125	190	22	the	the	DET
agb-125	190	23	te	te	PROPN
agb-125	190	24	during	during	ADP
agb-125	190	25	production	production	NOUN
agb-125	190	26	.	.	PUNCT
agb-125	191	1	the	the	DET
agb-125	191	2	findings	finding	NOUN
agb-125	191	3	also	also	ADV
agb-125	191	4	indicate	indicate	VERB
agb-125	191	5	that	that	SCONJ
agb-125	191	6	farmers	farmer	NOUN
agb-125	191	7	'	'	PART
agb-125	191	8	average	average	NOUN
agb-125	191	9	te	te	PROPN
agb-125	191	10	can	can	AUX
agb-125	191	11	potentially	potentially	ADV
agb-125	191	12	reduce	reduce	VERB
agb-125	191	13	costs	cost	NOUN
agb-125	191	14	by	by	ADP
agb-125	191	15	1.96	1.96	NUM
agb-125	191	16	%	%	NOUN
agb-125	191	17	if	if	SCONJ
agb-125	191	18	they	they	PRON
agb-125	191	19	achieve	achieve	VERB
agb-125	191	20	maximum	maximum	ADJ
agb-125	191	21	te	te	ADP
agb-125	191	22	levels	level	NOUN
agb-125	191	23	.	.	PUNCT
agb-125	192	1	this	this	PRON
agb-125	192	2	indicates	indicate	VERB
agb-125	192	3	that	that	SCONJ
agb-125	192	4	the	the	DET
agb-125	192	5	relationship	relationship	NOUN
agb-125	192	6	between	between	ADP
agb-125	192	7	te	te	PROPN
agb-125	192	8	and	and	CCONJ
agb-125	192	9	production	production	NOUN
agb-125	192	10	cost	cost	NOUN
agb-125	192	11	is	be	AUX
agb-125	192	12	inverse	inverse	ADJ
agb-125	192	13	.	.	PUNCT
agb-125	193	1	in	in	ADP
agb-125	193	2	addition	addition	NOUN
agb-125	193	3	,	,	PUNCT
agb-125	193	4	it	it	PRON
agb-125	193	5	is	be	AUX
agb-125	193	6	stated	state	VERB
agb-125	193	7	that	that	SCONJ
agb-125	193	8	farmers	farmer	NOUN
agb-125	193	9	who	who	PRON
agb-125	193	10	are	be	AUX
agb-125	193	11	not	not	PART
agb-125	193	12	technically	technically	ADV
agb-125	193	13	efficient	efficient	ADJ
agb-125	193	14	could	could	AUX
agb-125	193	15	save	save	VERB
agb-125	193	16	8.31	8.31	NUM
agb-125	193	17	%	%	NOUN
agb-125	193	18	on	on	ADP
agb-125	193	19	costs	cost	NOUN
agb-125	193	20	if	if	SCONJ
agb-125	193	21	they	they	PRON
agb-125	193	22	become	become	VERB
agb-125	193	23	more	more	ADV
agb-125	193	24	efficient	efficient	ADJ
agb-125	193	25	.	.	PUNCT
agb-125	194	1	6	6	X
agb-125	194	2	.	.	X
agb-125	194	3	efficiency	efficiency	NOUN
agb-125	194	4	effects	effect	NOUN
agb-125	194	5	model	model	NOUN
agb-125	194	6	table	table	NOUN
agb-125	194	7	3	3	NUM
agb-125	194	8	frequency	frequency	NOUN
agb-125	194	9	distribution	distribution	NOUN
agb-125	194	10	of	of	ADP
agb-125	194	11	te	te	PROPN
agb-125	194	12	for	for	ADP
agb-125	194	13	banana	banana	NOUN
agb-125	194	14	farming	farming	NOUN
agb-125	194	15	te	te	PROPN
agb-125	194	16	(	(	PUNCT
agb-125	194	17	%	%	INTJ
agb-125	194	18	)	)	PUNCT
agb-125	194	19	freq	freq	NOUN
agb-125	194	20	cumulative	cumulative	ADJ
agb-125	194	21	%	%	NOUN
agb-125	194	22	89	89	NUM
agb-125	194	23	91	91	NUM
agb-125	194	24	3	3	NUM
agb-125	194	25	1.875	1.875	NUM
agb-125	194	26	92	92	NUM
agb-125	194	27	93	93	NUM
agb-125	194	28	3	3	NUM
agb-125	194	29	1.875	1.875	NUM
agb-125	194	30	94	94	NUM
agb-125	194	31	95	95	NUM
agb-125	194	32	33	33	NUM
agb-125	194	33	20.625	20.625	NUM
agb-125	194	34	96	96	NUM
agb-125	194	35	97	97	NUM
agb-125	194	36	114	114	NUM
agb-125	194	37	71.250	71.250	NUM
agb-125	194	38	>	>	SYM
agb-125	194	39	97	97	NUM
agb-125	194	40	7	7	NUM
agb-125	194	41	4.3750	4.3750	NUM
agb-125	194	42	total	total	NOUN
agb-125	194	43	160	160	NUM
agb-125	194	44	100	100	NUM
agb-125	194	45	minimum	minimum	NOUN
agb-125	194	46	te	te	PROPN
agb-125	194	47	(	(	PUNCT
agb-125	194	48	%	%	INTJ
agb-125	194	49	)	)	PUNCT
agb-125	194	50	89.68	89.68	NUM
agb-125	194	51	maximum	maximum	NOUN
agb-125	194	52	te	te	PROPN
agb-125	194	53	(	(	PUNCT
agb-125	194	54	%	%	INTJ
agb-125	194	55	)	)	PUNCT
agb-125	194	56	97.81	97.81	NUM
agb-125	194	57	mean	mean	VERB
agb-125	194	58	te	te	INTJ
agb-125	194	59	(	(	PUNCT
agb-125	194	60	%	%	INTJ
agb-125	194	61	)	)	PUNCT
agb-125	194	62	95.92	95.92	NUM
agb-125	194	63	table	table	NOUN
agb-125	194	64	4	4	NUM
agb-125	194	65	:	:	PUNCT
agb-125	194	66	multiple	multiple	ADJ
agb-125	194	67	regression	regression	NOUN
agb-125	194	68	estimates	estimate	NOUN
agb-125	194	69	of	of	ADP
agb-125	194	70	the	the	DET
agb-125	194	71	sources	source	NOUN
agb-125	194	72	of	of	ADP
agb-125	194	73	te	te	ADP
agb-125	194	74	variable	variable	ADJ
agb-125	194	75	coefficient	coefficient	NOUN
agb-125	194	76	std	std	PROPN
agb-125	194	77	.	.	PUNCT
agb-125	195	1	err	err	PROPN
agb-125	195	2	.	.	PUNCT
agb-125	195	3	t	t	PROPN
agb-125	195	4	vif	vif	PROPN
agb-125	195	5	p	p	PROPN
agb-125	195	6	age	age	NOUN
agb-125	195	7	-0.00009	-0.00009	NOUN
agb-125	196	1	0.00011	0.00011	NUM
agb-125	196	2	-0.83	-0.83	NUM
agb-125	196	3	1.63	1.63	NUM
agb-125	196	4	0.410	0.410	NUM
agb-125	196	5	education	education	NOUN
agb-125	196	6	0.00105	0.00105	NUM
agb-125	196	7	*	*	PUNCT
agb-125	196	8	*	*	PUNCT
agb-125	196	9	0.00045	0.00045	NUM
agb-125	196	10	2.32	2.32	NUM
agb-125	196	11	1.66	1.66	NUM
agb-125	196	12	0.022	0.022	NUM
agb-125	196	13	experience	experience	NOUN
agb-125	196	14	0.00013	0.00013	NUM
agb-125	196	15	0.00016	0.00016	NUM
agb-125	196	16	0.81	0.81	NUM
agb-125	196	17	1.21	1.21	NUM
agb-125	196	18	0.418	0.418	NUM
agb-125	196	19	household	household	NOUN
agb-125	196	20	size	size	NOUN
agb-125	196	21	0.00056	0.00056	NUM
agb-125	196	22	0.00068	0.00068	NUM
agb-125	196	23	0.82	0.82	NUM
agb-125	196	24	1.20	1.20	NUM
agb-125	196	25	0.414	0.414	NUM
agb-125	196	26	distance	distance	NOUN
agb-125	196	27	-0.00355	-0.00355	NOUN
agb-125	197	1	*	*	PUNCT
agb-125	198	1	*	*	PUNCT
agb-125	198	2	*	*	PUNCT
agb-125	198	3	0.00120	0.00120	NUM
agb-125	198	4	-2.95	-2.95	NUM
agb-125	198	5	1.18	1.18	NUM
agb-125	198	6	0.004	0.004	NUM
agb-125	198	7	capital	capital	NOUN
agb-125	198	8	0.00450	0.00450	NUM
agb-125	198	9	*	*	PUNCT
agb-125	198	10	*	*	PUNCT
agb-125	198	11	*	*	PUNCT
agb-125	198	12	0.00153	0.00153	NUM
agb-125	198	13	2.94	2.94	NUM
agb-125	198	14	1.15	1.15	NUM
agb-125	198	15	0.004	0.004	NUM
agb-125	198	16	training	train	VERB
agb-125	198	17	0.01393	0.01393	NUM
agb-125	198	18	*	*	PUNCT
agb-125	198	19	*	*	PUNCT
agb-125	198	20	*	*	PUNCT
agb-125	198	21	0.00161	0.00161	NUM
agb-125	198	22	8.66	8.66	NUM
agb-125	198	23	1.35	1.35	NUM
agb-125	198	24	0.000	0.000	NUM
agb-125	198	25	district	district	NOUN
agb-125	198	26	0.00173	0.00173	NUM
agb-125	198	27	0.00196	0.00196	NUM
agb-125	198	28	0.88	0.88	NUM
agb-125	198	29	1.34	1.34	NUM
agb-125	198	30	0.380	0.380	NUM
agb-125	198	31	constant	constant	ADJ
agb-125	198	32	0.94820	0.94820	NUM
agb-125	198	33	0.00838	0.00838	NUM
agb-125	198	34	113.11	113.11	NUM
agb-125	198	35	0.000	0.000	NUM
agb-125	198	36	adjusted	adjust	VERB
agb-125	198	37	r2	r2	NOUN
agb-125	198	38	0.512	0.512	NUM
agb-125	198	39	root	root	NOUN
agb-125	198	40	mse	mse	NOUN
agb-125	198	41	0.010	0.010	NUM
agb-125	198	42	note	note	NOUN
agb-125	198	43	:	:	PUNCT
agb-125	198	44	significant	significant	ADJ
agb-125	198	45	at	at	ADP
agb-125	198	46	*	*	PUNCT
agb-125	198	47	*	*	PUNCT
agb-125	198	48	*	*	PUNCT
agb-125	199	1	=	=	SYM
agb-125	199	2	1	1	NUM
agb-125	199	3	%	%	NOUN
agb-125	199	4	;	;	PUNCT
agb-125	199	5	*	*	PUNCT
agb-125	199	6	*	*	PUNCT
agb-125	199	7	=	=	SYM
agb-125	199	8	5	5	NUM
agb-125	199	9	%	%	NOUN
agb-125	199	10	,	,	PUNCT
agb-125	199	11	*	*	PUNCT
agb-125	199	12	=	=	SYM
agb-125	199	13	10	10	NUM
agb-125	199	14	%	%	NOUN
agb-125	199	15	source	source	NOUN
agb-125	199	16	:	:	PUNCT
agb-125	199	17	author	author	PROPN
agb-125	199	18	's	's	PART
agb-125	199	19	estimation	estimation	NOUN
agb-125	199	20	examining	examine	VERB
agb-125	199	21	the	the	DET
agb-125	199	22	variables	variable	NOUN
agb-125	199	23	'	'	PART
agb-125	199	24	signals	signal	NOUN
agb-125	199	25	in	in	ADP
agb-125	199	26	the	the	DET
agb-125	199	27	regression	regression	NOUN
agb-125	199	28	model	model	NOUN
agb-125	199	29	is	be	AUX
agb-125	199	30	essential	essential	ADJ
agb-125	199	31	,	,	PUNCT
agb-125	199	32	as	as	SCONJ
agb-125	199	33	it	it	PRON
agb-125	199	34	describes	describe	VERB
agb-125	199	35	the	the	DET
agb-125	199	36	farmers	farmer	NOUN
agb-125	199	37	'	'	PART
agb-125	199	38	te	te	ADP
agb-125	199	39	capacity	capacity	NOUN
agb-125	199	40	.	.	PUNCT
agb-125	200	1	the	the	DET
agb-125	200	2	beneficial	beneficial	ADJ
agb-125	200	3	sign	sign	NOUN
agb-125	200	4	of	of	ADP
agb-125	200	5	beta	beta	ADJ
agb-125	200	6	coefficients	coefficient	NOUN
agb-125	200	7	implies	imply	VERB
agb-125	200	8	that	that	SCONJ
agb-125	200	9	the	the	DET
agb-125	200	10	variables	variable	NOUN
agb-125	200	11	will	will	AUX
agb-125	200	12	undoubtedly	undoubtedly	ADV
agb-125	200	13	have	have	VERB
agb-125	200	14	a	a	DET
agb-125	200	15	positive	positive	ADJ
agb-125	200	16	effect	effect	NOUN
agb-125	200	17	on	on	ADP
agb-125	200	18	the	the	DET
agb-125	200	19	te	te	PROPN
agb-125	200	20	of	of	ADP
agb-125	200	21	the	the	DET
agb-125	200	22	farms	farm	NOUN
agb-125	200	23	,	,	PUNCT
agb-125	200	24	whilst	whilst	SCONJ
agb-125	200	25	the	the	DET
agb-125	200	26	negative	negative	ADJ
agb-125	200	27	sign	sign	NOUN
agb-125	200	28	indicates	indicate	VERB
agb-125	200	29	the	the	DET
agb-125	200	30	opposite	opposite	NOUN
agb-125	200	31	.	.	PUNCT
agb-125	201	1	the	the	DET
agb-125	201	2	coefficient	coefficient	NOUN
agb-125	201	3	estimates	estimate	NOUN
agb-125	201	4	derived	derive	VERB
agb-125	201	5	from	from	ADP
agb-125	201	6	the	the	DET
agb-125	201	7	te	te	PROPN
agb-125	201	8	model	model	NOUN
agb-125	201	9	indicate	indicate	VERB
agb-125	201	10	that	that	SCONJ
agb-125	201	11	capital	capital	NOUN
agb-125	201	12	training	training	NOUN
agb-125	201	13	has	have	VERB
agb-125	201	14	a	a	DET
agb-125	201	15	positive	positive	ADJ
agb-125	201	16	and	and	CCONJ
agb-125	201	17	statistically	statistically	ADV
agb-125	201	18	significant	significant	ADJ
agb-125	201	19	influence	influence	NOUN
agb-125	201	20	since	since	SCONJ
agb-125	201	21	the	the	DET
agb-125	201	22	coefficient	coefficient	NOUN
agb-125	201	23	has	have	VERB
agb-125	201	24	a	a	DET
agb-125	201	25	positive	positive	ADJ
agb-125	201	26	sign	sign	NOUN
agb-125	201	27	and	and	CCONJ
agb-125	201	28	a	a	DET
agb-125	201	29	significance	significance	NOUN
agb-125	201	30	level	level	NOUN
agb-125	201	31	of	of	ADP
agb-125	201	32	1	1	NUM
agb-125	201	33	%	%	NOUN
agb-125	201	34	.	.	PUNCT
agb-125	202	1	education	education	NOUN
agb-125	202	2	appears	appear	VERB
agb-125	202	3	to	to	PART
agb-125	202	4	have	have	VERB
agb-125	202	5	positive	positive	ADJ
agb-125	202	6	and	and	CCONJ
agb-125	202	7	significant	significant	ADJ
agb-125	202	8	effects	effect	NOUN
agb-125	202	9	as	as	SCONJ
agb-125	202	10	it	it	PRON
agb-125	202	11	meets	meet	VERB
agb-125	202	12	the	the	DET
agb-125	202	13	criterion	criterion	NOUN
agb-125	202	14	and	and	CCONJ
agb-125	202	15	demonstrates	demonstrate	VERB
agb-125	202	16	significance	significance	NOUN
agb-125	202	17	at	at	ADP
agb-125	202	18	5	5	NUM
agb-125	202	19	%	%	NOUN
agb-125	202	20	.	.	PUNCT
agb-125	203	1	in	in	ADP
agb-125	203	2	the	the	DET
agb-125	203	3	case	case	NOUN
agb-125	203	4	of	of	ADP
agb-125	203	5	distance	distance	NOUN
agb-125	203	6	,	,	PUNCT
agb-125	203	7	however	however	ADV
agb-125	203	8	,	,	PUNCT
agb-125	203	9	the	the	DET
agb-125	203	10	relationship	relationship	NOUN
agb-125	203	11	is	be	AUX
agb-125	203	12	inverted	invert	VERB
agb-125	203	13	due	due	ADP
agb-125	203	14	to	to	ADP
agb-125	203	15	the	the	DET
agb-125	203	16	negative	negative	ADJ
agb-125	203	17	sign	sign	NOUN
agb-125	203	18	.	.	PUNCT
agb-125	204	1	however	however	ADV
agb-125	204	2	,	,	PUNCT
agb-125	204	3	1	1	NUM
agb-125	204	4	%	%	NOUN
agb-125	204	5	is	be	AUX
agb-125	204	6	found	find	VERB
agb-125	204	7	to	to	PART
agb-125	204	8	be	be	AUX
agb-125	204	9	the	the	DET
agb-125	204	10	level	level	NOUN
agb-125	204	11	of	of	ADP
agb-125	204	12	importance	importance	NOUN
agb-125	204	13	.	.	PUNCT
agb-125	205	1	since	since	SCONJ
agb-125	205	2	education	education	NOUN
agb-125	205	3	has	have	VERB
agb-125	205	4	a	a	DET
agb-125	205	5	positive	positive	ADJ
agb-125	205	6	and	and	CCONJ
agb-125	205	7	significant	significant	ADJ
agb-125	205	8	effect	effect	NOUN
agb-125	205	9	,	,	PUNCT
agb-125	205	10	this	this	PRON
agb-125	205	11	explains	explain	VERB
agb-125	205	12	the	the	DET
agb-125	205	13	conclusive	conclusive	ADJ
agb-125	205	14	evidence	evidence	NOUN
agb-125	205	15	that	that	SCONJ
agb-125	205	16	farmers	farmer	NOUN
agb-125	205	17	with	with	ADP
agb-125	205	18	a	a	DET
agb-125	205	19	higher	high	ADJ
agb-125	205	20	level	level	NOUN
agb-125	205	21	of	of	ADP
agb-125	205	22	education	education	NOUN
agb-125	205	23	behave	behave	VERB
agb-125	205	24	more	more	ADV
agb-125	205	25	effectively	effectively	ADV
agb-125	205	26	.	.	PUNCT
agb-125	206	1	as	as	SCONJ
agb-125	206	2	predicted	predict	VERB
agb-125	206	3	,	,	PUNCT
agb-125	206	4	the	the	DET
agb-125	206	5	distance	distance	NOUN
agb-125	206	6	variable	variable	NOUN
agb-125	206	7	had	have	VERB
agb-125	206	8	a	a	DET
agb-125	206	9	negative	negative	ADJ
agb-125	206	10	effect	effect	NOUN
agb-125	206	11	,	,	PUNCT
agb-125	206	12	which	which	PRON
agb-125	206	13	might	might	AUX
agb-125	206	14	be	be	AUX
agb-125	206	15	explained	explain	VERB
agb-125	206	16	by	by	ADP
agb-125	206	17	the	the	DET
agb-125	206	18	fact	fact	NOUN
agb-125	206	19	that	that	SCONJ
agb-125	206	20	farmers	farmer	NOUN
agb-125	206	21	who	who	PRON
agb-125	206	22	reside	reside	VERB
agb-125	206	23	far	far	ADV
agb-125	206	24	from	from	ADP
agb-125	206	25	banana	banana	NOUN
agb-125	206	26	fields	field	NOUN
agb-125	206	27	do	do	AUX
agb-125	206	28	not	not	PART
agb-125	206	29	exhibit	exhibit	VERB
agb-125	206	30	efficient	efficient	ADJ
agb-125	206	31	behaviour	behaviour	NOUN
agb-125	206	32	since	since	SCONJ
agb-125	206	33	the	the	PRON
agb-125	206	34	longer	long	ADV
agb-125	206	35	it	it	PRON
agb-125	206	36	takes	take	VERB
agb-125	206	37	to	to	PART
agb-125	206	38	reach	reach	VERB
agb-125	206	39	the	the	DET
agb-125	206	40	field	field	NOUN
agb-125	206	41	,	,	PUNCT
agb-125	206	42	the	the	DET
agb-125	206	43	less	less	ADJ
agb-125	206	44	time	time	NOUN
agb-125	206	45	they	they	PRON
agb-125	206	46	will	will	AUX
agb-125	206	47	spend	spend	VERB
agb-125	206	48	on	on	ADP
agb-125	206	49	the	the	DET
agb-125	206	50	field	field	NOUN
agb-125	206	51	.	.	PUNCT
agb-125	207	1	additionally	additionally	ADV
agb-125	207	2	,	,	PUNCT
agb-125	207	3	the	the	DET
agb-125	207	4	travel	travel	NOUN
agb-125	207	5	would	would	AUX
agb-125	207	6	damage	damage	VERB
agb-125	207	7	their	their	PRON
agb-125	207	8	energy	energy	NOUN
agb-125	207	9	.	.	PUNCT
agb-125	208	1	in	in	ADP
agb-125	208	2	contrast	contrast	NOUN
agb-125	208	3	,	,	PUNCT
agb-125	208	4	farmers	farmer	NOUN
agb-125	208	5	who	who	PRON
agb-125	208	6	live	live	VERB
agb-125	208	7	close	close	ADV
agb-125	208	8	to	to	ADP
agb-125	208	9	their	their	PRON
agb-125	208	10	fields	field	NOUN
agb-125	208	11	have	have	VERB
agb-125	208	12	sufficient	sufficient	ADJ
agb-125	208	13	time	time	NOUN
agb-125	208	14	and	and	CCONJ
agb-125	208	15	energy	energy	NOUN
agb-125	208	16	to	to	PART
agb-125	208	17	care	care	VERB
agb-125	208	18	for	for	ADP
agb-125	208	19	them	they	PRON
agb-125	208	20	and	and	CCONJ
agb-125	208	21	efficiently	efficiently	ADV
agb-125	208	22	use	use	VERB
agb-125	208	23	inputs	input	NOUN
agb-125	208	24	.	.	PUNCT
agb-125	209	1	consequently	consequently	ADV
agb-125	209	2	,	,	PUNCT
agb-125	209	3	we	we	PRON
agb-125	209	4	may	may	AUX
agb-125	209	5	assert	assert	VERB
agb-125	209	6	that	that	DET
agb-125	209	7	distance	distance	NOUN
agb-125	209	8	is	be	AUX
agb-125	209	9	significant	significant	ADJ
agb-125	209	10	and	and	CCONJ
agb-125	209	11	could	could	AUX
agb-125	209	12	enhance	enhance	VERB
agb-125	209	13	farmers	farmer	NOUN
agb-125	209	14	'	'	PART
agb-125	209	15	technological	technological	ADJ
agb-125	209	16	efficiency	efficiency	NOUN
agb-125	209	17	.	.	PUNCT
agb-125	210	1	at	at	ADP
agb-125	210	2	1	1	NUM
agb-125	210	3	%	%	NOUN
agb-125	210	4	,	,	PUNCT
agb-125	210	5	the	the	DET
agb-125	210	6	capital	capital	NOUN
agb-125	210	7	variable	variable	NOUN
agb-125	210	8	had	have	VERB
agb-125	210	9	a	a	DET
agb-125	210	10	positive	positive	ADJ
agb-125	210	11	correlation	correlation	NOUN
agb-125	210	12	with	with	ADP
agb-125	210	13	te	te	PROPN
agb-125	210	14	.	.	PUNCT
agb-125	211	1	this	this	PRON
agb-125	211	2	indicates	indicate	VERB
agb-125	211	3	that	that	SCONJ
agb-125	211	4	farmers	farmer	NOUN
agb-125	211	5	with	with	ADP
agb-125	211	6	easy	easy	ADJ
agb-125	211	7	access	access	NOUN
agb-125	211	8	to	to	ADP
agb-125	211	9	financing	financing	NOUN
agb-125	211	10	and	and	CCONJ
agb-125	211	11	who	who	PRON
agb-125	211	12	can	can	AUX
agb-125	211	13	invest	invest	VERB
agb-125	211	14	as	as	ADV
agb-125	211	15	much	much	ADJ
agb-125	211	16	as	as	ADP
agb-125	211	17	possible	possible	ADJ
agb-125	211	18	in	in	ADP
agb-125	211	19	banana	banana	NOUN
agb-125	211	20	cultivation	cultivation	NOUN
agb-125	211	21	may	may	AUX
agb-125	211	22	experience	experience	VERB
agb-125	211	23	larger	large	ADJ
agb-125	211	24	te	te	ADP
agb-125	211	25	.	.	PUNCT
agb-125	212	1	the	the	DET
agb-125	212	2	findings	finding	NOUN
agb-125	212	3	are	be	AUX
agb-125	212	4	rational	rational	ADJ
agb-125	212	5	and	and	CCONJ
agb-125	212	6	consistent	consistent	ADJ
agb-125	212	7	with	with	ADP
agb-125	212	8	the	the	DET
agb-125	212	9	stated	state	VERB
agb-125	212	10	explanation	explanation	NOUN
agb-125	212	11	that	that	SCONJ
agb-125	212	12	the	the	DET
agb-125	212	13	more	more	ADJ
agb-125	212	14	capital	capital	NOUN
agb-125	212	15	farmers	farmer	NOUN
agb-125	212	16	have	have	VERB
agb-125	212	17	,	,	PUNCT
agb-125	212	18	the	the	DET
agb-125	212	19	more	more	ADJ
agb-125	212	20	opportunities	opportunity	NOUN
agb-125	212	21	they	they	PRON
agb-125	212	22	have	have	VERB
agb-125	212	23	to	to	PART
agb-125	212	24	acquire	acquire	VERB
agb-125	212	25	machinery	machinery	NOUN
agb-125	212	26	.	.	PUNCT
agb-125	213	1	in	in	ADP
agb-125	213	2	addition	addition	NOUN
agb-125	213	3	,	,	PUNCT
agb-125	213	4	with	with	ADP
agb-125	213	5	such	such	DET
agb-125	213	6	a	a	DET
agb-125	213	7	large	large	ADJ
agb-125	213	8	amount	amount	NOUN
agb-125	213	9	of	of	ADP
agb-125	213	10	wealth	wealth	NOUN
agb-125	213	11	,	,	PUNCT
agb-125	213	12	they	they	PRON
agb-125	213	13	could	could	AUX
agb-125	213	14	employ	employ	VERB
agb-125	213	15	creative	creative	ADJ
agb-125	213	16	approaches	approach	NOUN
agb-125	213	17	.	.	PUNCT
agb-125	214	1	this	this	PRON
agb-125	214	2	would	would	AUX
agb-125	214	3	allow	allow	VERB
agb-125	214	4	them	they	PRON
agb-125	214	5	to	to	PART
agb-125	214	6	demonstrate	demonstrate	VERB
agb-125	214	7	their	their	PRON
agb-125	214	8	efficiency	efficiency	NOUN
agb-125	214	9	more	more	ADV
agb-125	214	10	tangibly	tangibly	ADV
agb-125	214	11	.	.	PUNCT
agb-125	215	1	in	in	ADP
agb-125	215	2	addition	addition	NOUN
agb-125	215	3	,	,	PUNCT
agb-125	215	4	borrowing	borrow	VERB
agb-125	215	5	money	money	NOUN
agb-125	215	6	to	to	PART
agb-125	215	7	produce	produce	VERB
agb-125	215	8	bananas	banana	NOUN
agb-125	215	9	makes	make	VERB
agb-125	215	10	farmers	farmer	NOUN
agb-125	215	11	more	more	ADV
agb-125	215	12	focused	focused	ADJ
agb-125	215	13	on	on	ADP
agb-125	215	14	making	make	VERB
agb-125	215	15	investments	investment	NOUN
agb-125	215	16	,	,	PUNCT
agb-125	215	17	resulting	result	VERB
agb-125	215	18	in	in	ADP
agb-125	215	19	greater	great	ADJ
agb-125	215	20	productivity	productivity	NOUN
agb-125	215	21	.	.	PUNCT
agb-125	216	1	as	as	SCONJ
agb-125	216	2	anticipated	anticipate	VERB
agb-125	216	3	,	,	PUNCT
agb-125	216	4	training	training	NOUN
agb-125	216	5	had	have	VERB
agb-125	216	6	a	a	DET
agb-125	216	7	good	good	ADJ
agb-125	216	8	effect	effect	NOUN
agb-125	216	9	,	,	PUNCT
agb-125	216	10	which	which	PRON
agb-125	216	11	can	can	AUX
agb-125	216	12	also	also	ADV
agb-125	216	13	be	be	AUX
agb-125	216	14	justified	justify	VERB
agb-125	216	15	.	.	PUNCT
agb-125	217	1	farmers	farmer	NOUN
agb-125	217	2	who	who	PRON
agb-125	217	3	have	have	VERB
agb-125	217	4	access	access	NOUN
agb-125	217	5	to	to	ADP
agb-125	217	6	training	training	NOUN
agb-125	217	7	courses	course	NOUN
agb-125	217	8	will	will	AUX
agb-125	217	9	acquire	acquire	VERB
agb-125	217	10	the	the	DET
agb-125	217	11	skills	skill	NOUN
agb-125	217	12	and	and	CCONJ
agb-125	217	13	information	information	NOUN
agb-125	217	14	necessary	necessary	ADJ
agb-125	217	15	to	to	PART
agb-125	217	16	cultivate	cultivate	VERB
agb-125	217	17	bananas	banana	NOUN
agb-125	217	18	of	of	ADP
agb-125	217	19	standard	standard	ADJ
agb-125	217	20	quality	quality	NOUN
agb-125	217	21	.	.	PUNCT
agb-125	218	1	this	this	PRON
agb-125	218	2	implies	imply	VERB
agb-125	218	3	that	that	SCONJ
agb-125	218	4	their	their	PRON
agb-125	218	5	intelligence	intelligence	NOUN
agb-125	218	6	will	will	AUX
agb-125	218	7	be	be	AUX
agb-125	218	8	unleashed	unleash	VERB
agb-125	218	9	as	as	ADP
agb-125	218	10	a	a	DET
agb-125	218	11	result	result	NOUN
agb-125	218	12	of	of	ADP
agb-125	218	13	their	their	PRON
agb-125	218	14	participation	participation	NOUN
agb-125	218	15	in	in	ADP
agb-125	218	16	training	training	NOUN
agb-125	218	17	,	,	PUNCT
agb-125	218	18	as	as	SCONJ
agb-125	218	19	they	they	PRON
agb-125	218	20	will	will	AUX
agb-125	218	21	gain	gain	VERB
agb-125	218	22	more	more	ADJ
agb-125	218	23	information	information	NOUN
agb-125	218	24	and	and	CCONJ
agb-125	218	25	knowledge	knowledge	NOUN
agb-125	218	26	about	about	ADP
agb-125	218	27	factors	factor	NOUN
agb-125	218	28	such	such	ADJ
agb-125	218	29	as	as	ADP
agb-125	218	30	the	the	DET
agb-125	218	31	effective	effective	ADJ
agb-125	218	32	use	use	NOUN
agb-125	218	33	of	of	ADP
agb-125	218	34	fertilisers	fertiliser	NOUN
agb-125	218	35	,	,	PUNCT
agb-125	218	36	pest	pest	VERB
agb-125	218	37	control	control	NOUN
agb-125	218	38	,	,	PUNCT
agb-125	218	39	and	and	CCONJ
agb-125	218	40	planting	plant	VERB
agb-125	218	41	density	density	NOUN
agb-125	218	42	.	.	PUNCT
agb-125	219	1	in	in	ADP
agb-125	219	2	addition	addition	NOUN
agb-125	219	3	,	,	PUNCT
agb-125	219	4	with	with	ADP
agb-125	219	5	a	a	DET
agb-125	219	6	precise	precise	ADJ
agb-125	219	7	education	education	NOUN
agb-125	219	8	in	in	ADP
agb-125	219	9	preservation	preservation	NOUN
agb-125	219	10	and	and	CCONJ
agb-125	219	11	harvesting	harvesting	NOUN
agb-125	219	12	,	,	PUNCT
agb-125	219	13	they	they	PRON
agb-125	219	14	will	will	AUX
agb-125	219	15	be	be	AUX
agb-125	219	16	more	more	ADV
agb-125	219	17	creative	creative	ADJ
agb-125	219	18	in	in	ADP
agb-125	219	19	applying	apply	VERB
agb-125	219	20	theoretical	theoretical	ADJ
agb-125	219	21	knowledge	knowledge	NOUN
agb-125	219	22	,	,	PUNCT
agb-125	219	23	increasing	increase	VERB
agb-125	219	24	their	their	PRON
agb-125	219	25	technical	technical	ADJ
agb-125	219	26	efficiency	efficiency	NOUN
agb-125	219	27	relative	relative	ADJ
agb-125	219	28	to	to	ADP
agb-125	219	29	others	other	NOUN
agb-125	219	30	.	.	PUNCT
agb-125	220	1	7	7	X
agb-125	220	2	.	.	X
agb-125	220	3	conclusion	conclusion	NOUN
agb-125	220	4	and	and	CCONJ
agb-125	220	5	recommendations	recommendation	NOUN
agb-125	220	6	the	the	DET
agb-125	220	7	study	study	NOUN
agb-125	220	8	made	make	VERB
agb-125	220	9	a	a	DET
agb-125	220	10	modest	modest	ADJ
agb-125	220	11	effort	effort	NOUN
agb-125	220	12	to	to	PART
agb-125	220	13	assess	assess	VERB
agb-125	220	14	banana	banana	NOUN
agb-125	220	15	production	production	NOUN
agb-125	220	16	's	's	PART
agb-125	220	17	technical	technical	ADJ
agb-125	220	18	efficiency	efficiency	NOUN
agb-125	220	19	and	and	CCONJ
agb-125	220	20	identify	identify	VERB
agb-125	220	21	its	its	PRON
agb-125	220	22	determining	determine	VERB
agb-125	220	23	factors	factor	NOUN
agb-125	220	24	in	in	ADP
agb-125	220	25	the	the	DET
agb-125	220	26	vietnamese	vietnamese	ADJ
agb-125	220	27	context	context	NOUN
agb-125	220	28	.	.	PUNCT
agb-125	221	1	the	the	DET
agb-125	221	2	province	province	NOUN
agb-125	221	3	of	of	ADP
agb-125	221	4	hung	hung	ADJ
agb-125	221	5	yen	yen	NOUN
agb-125	221	6	served	serve	VERB
agb-125	221	7	as	as	ADP
agb-125	221	8	the	the	DET
agb-125	221	9	study	study	NOUN
agb-125	221	10	's	's	PART
agb-125	221	11	sample	sample	NOUN
agb-125	221	12	,	,	PUNCT
agb-125	221	13	and	and	CCONJ
agb-125	221	14	agbioforum	agbioforum	NOUN
agb-125	221	15	,	,	PUNCT
agb-125	221	16	24(2	24(2	NUM
agb-125	221	17	)	)	PUNCT
agb-125	221	18	,	,	PUNCT
agb-125	221	19	2022	2022	NUM
agb-125	221	20	|	|	ADV
agb-125	221	21	64	64	NUM
agb-125	221	22	hung	hung	NOUN
agb-125	221	23	,	,	PUNCT
agb-125	221	24	huong	huong	PROPN
agb-125	221	25	,	,	PUNCT
agb-125	221	26	thuong	thuong	NOUN
agb-125	221	27	,	,	PUNCT
agb-125	221	28	oanh	oanh	ADV
agb-125	221	29	,	,	PUNCT
agb-125	221	30	chuong	chuong	PROPN
agb-125	221	31	,	,	PUNCT
agb-125	221	32	ha	ha	INTJ
agb-125	221	33	and	and	CCONJ
agb-125	221	34	luong	luong	PROPN
agb-125	221	35	.	.	PUNCT
agb-125	222	1	—	—	PUNCT
agb-125	222	2	technical	technical	ADJ
agb-125	222	3	efficiency	efficiency	NOUN
agb-125	222	4	of	of	ADP
agb-125	222	5	smallholder	smallholder	NOUN
agb-125	222	6	banana	banana	NOUN
agb-125	222	7	production	production	NOUN
agb-125	222	8	:	:	PUNCT
agb-125	222	9	a	a	DET
agb-125	222	10	case	case	NOUN
agb-125	222	11	study	study	NOUN
agb-125	222	12	in	in	ADP
agb-125	222	13	…	…	PUNCT
agb-125	222	14	stochastic	stochastic	ADJ
agb-125	222	15	frontier	frontier	NOUN
agb-125	222	16	analysis	analysis	NOUN
agb-125	222	17	was	be	AUX
agb-125	222	18	used	use	VERB
agb-125	222	19	.	.	PUNCT
agb-125	223	1	according	accord	VERB
agb-125	223	2	to	to	ADP
agb-125	223	3	the	the	DET
agb-125	223	4	evidence	evidence	NOUN
agb-125	223	5	,	,	PUNCT
agb-125	223	6	the	the	DET
agb-125	223	7	average	average	ADJ
agb-125	223	8	level	level	NOUN
agb-125	223	9	of	of	ADP
agb-125	223	10	technical	technical	ADJ
agb-125	223	11	efficiency	efficiency	NOUN
agb-125	223	12	in	in	ADP
agb-125	223	13	the	the	DET
agb-125	223	14	chosen	choose	VERB
agb-125	223	15	sample	sample	NOUN
agb-125	223	16	is	be	AUX
agb-125	223	17	95.92	95.92	NUM
agb-125	223	18	%	%	NOUN
agb-125	223	19	,	,	PUNCT
agb-125	223	20	indicating	indicate	VERB
agb-125	223	21	that	that	SCONJ
agb-125	223	22	farmers	farmer	NOUN
agb-125	223	23	can	can	AUX
agb-125	223	24	achieve	achieve	VERB
agb-125	223	25	maximum	maximum	ADJ
agb-125	223	26	output	output	NOUN
agb-125	223	27	at	at	ADP
agb-125	223	28	minimal	minimal	ADJ
agb-125	223	29	cost	cost	NOUN
agb-125	223	30	by	by	ADP
agb-125	223	31	utilising	utilise	VERB
agb-125	223	32	existing	exist	VERB
agb-125	223	33	technology	technology	NOUN
agb-125	223	34	effectively	effectively	ADV
agb-125	223	35	.	.	PUNCT
agb-125	224	1	in	in	ADP
agb-125	224	2	addition	addition	NOUN
agb-125	224	3	,	,	PUNCT
agb-125	224	4	it	it	PRON
agb-125	224	5	is	be	AUX
agb-125	224	6	evident	evident	ADJ
agb-125	224	7	from	from	ADP
agb-125	224	8	the	the	DET
agb-125	224	9	results	result	NOUN
agb-125	224	10	that	that	SCONJ
agb-125	224	11	there	there	PRON
agb-125	224	12	is	be	VERB
agb-125	224	13	room	room	NOUN
agb-125	224	14	for	for	ADP
agb-125	224	15	technological	technological	ADJ
agb-125	224	16	improvement	improvement	NOUN
agb-125	224	17	in	in	ADP
agb-125	224	18	the	the	DET
agb-125	224	19	given	give	VERB
agb-125	224	20	sample	sample	NOUN
agb-125	224	21	,	,	PUNCT
agb-125	224	22	which	which	PRON
agb-125	224	23	indicates	indicate	VERB
agb-125	224	24	that	that	SCONJ
agb-125	224	25	production	production	NOUN
agb-125	224	26	can	can	AUX
agb-125	224	27	be	be	AUX
agb-125	224	28	increased	increase	VERB
agb-125	224	29	further	far	ADV
agb-125	224	30	if	if	SCONJ
agb-125	224	31	inputs	input	NOUN
agb-125	224	32	are	be	AUX
agb-125	224	33	utilised	utilise	VERB
agb-125	224	34	efficiently	efficiently	ADV
agb-125	224	35	.	.	PUNCT
agb-125	225	1	the	the	DET
agb-125	225	2	increase	increase	NOUN
agb-125	225	3	in	in	ADP
agb-125	225	4	banana	banana	NOUN
agb-125	225	5	yield	yield	NOUN
agb-125	225	6	also	also	ADV
agb-125	225	7	depends	depend	VERB
agb-125	225	8	on	on	ADP
agb-125	225	9	the	the	DET
agb-125	225	10	quantity	quantity	NOUN
agb-125	225	11	of	of	ADP
agb-125	225	12	land	land	NOUN
agb-125	225	13	,	,	PUNCT
agb-125	225	14	nitrogen	nitrogen	NOUN
agb-125	225	15	,	,	PUNCT
agb-125	225	16	phosphate	phosphate	NOUN
agb-125	225	17	,	,	PUNCT
agb-125	225	18	potassium	potassium	NOUN
agb-125	225	19	,	,	PUNCT
agb-125	225	20	manure	manure	NOUN
agb-125	225	21	fertilisers	fertiliser	NOUN
agb-125	225	22	,	,	PUNCT
agb-125	225	23	labour	labour	NOUN
agb-125	225	24	,	,	PUNCT
agb-125	225	25	and	and	CCONJ
agb-125	225	26	cultivar	cultivar	NOUN
agb-125	225	27	.	.	PUNCT
agb-125	226	1	as	as	SCONJ
agb-125	226	2	farm	farm	NOUN
agb-125	226	3	inputs	input	NOUN
agb-125	226	4	are	be	AUX
agb-125	226	5	essential	essential	ADJ
agb-125	226	6	for	for	ADP
agb-125	226	7	increasing	increase	VERB
agb-125	226	8	banana	banana	NOUN
agb-125	226	9	yield	yield	NOUN
agb-125	226	10	,	,	PUNCT
agb-125	226	11	additional	additional	ADJ
agb-125	226	12	policies	policy	NOUN
agb-125	226	13	must	must	AUX
agb-125	226	14	be	be	AUX
agb-125	226	15	implemented	implement	VERB
agb-125	226	16	to	to	PART
agb-125	226	17	increase	increase	VERB
agb-125	226	18	the	the	DET
agb-125	226	19	proportion	proportion	NOUN
agb-125	226	20	of	of	ADP
agb-125	226	21	land	land	NOUN
agb-125	226	22	,	,	PUNCT
agb-125	226	23	labor	labor	NOUN
agb-125	226	24	,	,	PUNCT
agb-125	226	25	fertiliser	fertiliser	NOUN
agb-125	226	26	,	,	PUNCT
agb-125	226	27	and	and	CCONJ
agb-125	226	28	new	new	ADJ
agb-125	226	29	variety	variety	NOUN
agb-125	226	30	investments	investment	NOUN
agb-125	226	31	.	.	PUNCT
agb-125	227	1	in	in	ADP
agb-125	227	2	addition	addition	NOUN
agb-125	227	3	,	,	PUNCT
agb-125	227	4	the	the	DET
agb-125	227	5	findings	finding	NOUN
agb-125	227	6	reveal	reveal	VERB
agb-125	227	7	that	that	SCONJ
agb-125	227	8	demographic	demographic	ADJ
agb-125	227	9	and	and	CCONJ
agb-125	227	10	socioeconomic	socioeconomic	ADJ
agb-125	227	11	factors	factor	NOUN
agb-125	227	12	,	,	PUNCT
agb-125	227	13	such	such	ADJ
agb-125	227	14	as	as	ADP
agb-125	227	15	experience	experience	NOUN
agb-125	227	16	,	,	PUNCT
agb-125	227	17	education	education	NOUN
agb-125	227	18	,	,	PUNCT
agb-125	227	19	capital	capital	NOUN
agb-125	227	20	,	,	PUNCT
agb-125	227	21	and	and	CCONJ
agb-125	227	22	specific	specific	ADJ
agb-125	227	23	training	training	NOUN
agb-125	227	24	,	,	PUNCT
agb-125	227	25	will	will	AUX
agb-125	227	26	be	be	AUX
agb-125	227	27	useful	useful	ADJ
agb-125	227	28	in	in	ADP
agb-125	227	29	maximising	maximise	VERB
agb-125	227	30	the	the	DET
agb-125	227	31	technical	technical	ADJ
agb-125	227	32	efficiency	efficiency	NOUN
agb-125	227	33	of	of	ADP
agb-125	227	34	banana	banana	NOUN
agb-125	227	35	production	production	NOUN
agb-125	227	36	in	in	ADP
agb-125	227	37	the	the	DET
agb-125	227	38	selected	select	VERB
agb-125	227	39	sample	sample	NOUN
agb-125	227	40	.	.	PUNCT
agb-125	228	1	as	as	ADP
agb-125	228	2	a	a	DET
agb-125	228	3	result	result	NOUN
agb-125	228	4	,	,	PUNCT
agb-125	228	5	it	it	PRON
agb-125	228	6	is	be	AUX
agb-125	228	7	suggested	suggest	VERB
agb-125	228	8	that	that	SCONJ
agb-125	228	9	government	government	NOUN
agb-125	228	10	institutions	institution	NOUN
agb-125	228	11	encourage	encourage	VERB
agb-125	228	12	farmers	farmer	NOUN
agb-125	228	13	to	to	PART
agb-125	228	14	educate	educate	VERB
agb-125	228	15	themselves	themselves	PRON
agb-125	228	16	through	through	ADP
agb-125	228	17	workshops	workshop	NOUN
agb-125	228	18	and	and	CCONJ
agb-125	228	19	short	short	ADJ
agb-125	228	20	training	training	NOUN
agb-125	228	21	courses	course	NOUN
agb-125	228	22	,	,	PUNCT
agb-125	228	23	as	as	SCONJ
agb-125	228	24	this	this	PRON
agb-125	228	25	may	may	AUX
agb-125	228	26	increase	increase	VERB
agb-125	228	27	their	their	PRON
agb-125	228	28	technical	technical	ADJ
agb-125	228	29	efficacy	efficacy	NOUN
agb-125	228	30	.	.	PUNCT
agb-125	229	1	in	in	ADP
agb-125	229	2	addition	addition	NOUN
agb-125	229	3	,	,	PUNCT
agb-125	229	4	it	it	PRON
agb-125	229	5	would	would	AUX
agb-125	229	6	be	be	AUX
agb-125	229	7	beneficial	beneficial	ADJ
agb-125	229	8	to	to	PART
agb-125	229	9	educate	educate	VERB
agb-125	229	10	farmers	farmer	NOUN
agb-125	229	11	on	on	ADP
agb-125	229	12	the	the	DET
agb-125	229	13	need	need	NOUN
agb-125	229	14	for	for	ADP
agb-125	229	15	loans	loan	NOUN
agb-125	229	16	,	,	PUNCT
agb-125	229	17	which	which	PRON
agb-125	229	18	would	would	AUX
agb-125	229	19	improve	improve	VERB
agb-125	229	20	the	the	DET
agb-125	229	21	situation	situation	NOUN
agb-125	229	22	.	.	PUNCT
agb-125	230	1	8	8	X
agb-125	230	2	.	.	X
agb-125	230	3	acknowledgment	acknowledgment	NOUN
agb-125	230	4	this	this	DET
agb-125	230	5	research	research	NOUN
agb-125	230	6	is	be	AUX
agb-125	230	7	funded	fund	VERB
agb-125	230	8	by	by	ADP
agb-125	230	9	hung	hung	PROPN
agb-125	230	10	yen	yen	PROPN
agb-125	230	11	university	university	PROPN
agb-125	230	12	of	of	ADP
agb-125	230	13	technology	technology	NOUN
agb-125	230	14	and	and	CCONJ
agb-125	230	15	education	education	NOUN
agb-125	230	16	,	,	PUNCT
agb-125	230	17	vietnam	vietnam	PROPN
agb-125	230	18	,	,	PUNCT
agb-125	230	19	under	under	ADP
agb-125	230	20	grant	grant	NOUN
agb-125	230	21	number	number	NOUN
agb-125	230	22	utehy.l.2022.05	utehy.l.2022.05	NOUN
agb-125	230	23	.	.	PUNCT
agb-125	231	1	references	reference	NOUN
agb-125	231	2	aigner	aigner	PROPN
agb-125	231	3	,	,	PUNCT
agb-125	231	4	d.	d.	PROPN
agb-125	231	5	,	,	PUNCT
agb-125	231	6	lovell	lovell	PROPN
agb-125	231	7	,	,	PUNCT
agb-125	231	8	c.	c.	PROPN
agb-125	231	9	k.	k.	PROPN
agb-125	231	10	,	,	PUNCT
agb-125	231	11	&	&	CCONJ
agb-125	231	12	schmidt	schmidt	PROPN
agb-125	231	13	,	,	PUNCT
agb-125	231	14	p.	p.	NOUN
agb-125	231	15	(	(	PUNCT
agb-125	231	16	1977	1977	NUM
agb-125	231	17	)	)	PUNCT
agb-125	231	18	.	.	PUNCT
agb-125	232	1	formulation	formulation	NOUN
agb-125	232	2	and	and	CCONJ
agb-125	232	3	estimation	estimation	NOUN
agb-125	232	4	of	of	ADP
agb-125	232	5	stochastic	stochastic	ADJ
agb-125	232	6	frontier	frontier	NOUN
agb-125	232	7	production	production	NOUN
agb-125	232	8	function	function	NOUN
agb-125	232	9	models	model	NOUN
agb-125	232	10	.	.	PUNCT
agb-125	233	1	journal	journal	NOUN
agb-125	233	2	of	of	ADP
agb-125	233	3	econometrics	econometric	NOUN
agb-125	233	4	,	,	PUNCT
agb-125	233	5	6(1	6(1	NUM
agb-125	233	6	)	)	PUNCT
agb-125	233	7	,	,	PUNCT
agb-125	233	8	21	21	NUM
agb-125	233	9	-	-	SYM
agb-125	233	10	37	37	NUM
agb-125	233	11	.	.	PUNCT
agb-125	234	1	doi	doi	NOUN
agb-125	234	2	:	:	PUNCT
agb-125	234	3	https://doi.org/10.1016/0304-4076(77)90052-5	https://doi.org/10.1016/0304-4076(77)90052-5	ADJ
agb-125	234	4	battese	battese	NOUN
agb-125	234	5	,	,	PUNCT
agb-125	234	6	g.	g.	PROPN
agb-125	234	7	e.	e.	PROPN
agb-125	234	8	,	,	PUNCT
agb-125	234	9	&	&	CCONJ
agb-125	234	10	coelli	coelli	PROPN
agb-125	234	11	,	,	PUNCT
agb-125	234	12	t.	t.	PROPN
agb-125	234	13	j.	j.	PROPN
agb-125	234	14	(	(	PUNCT
agb-125	234	15	1995	1995	NUM
agb-125	234	16	)	)	PUNCT
agb-125	234	17	.	.	PUNCT
agb-125	235	1	a	a	DET
agb-125	235	2	model	model	NOUN
agb-125	235	3	for	for	ADP
agb-125	235	4	technical	technical	ADJ
agb-125	235	5	inefficiency	inefficiency	NOUN
agb-125	235	6	effects	effect	NOUN
agb-125	235	7	in	in	ADP
agb-125	235	8	a	a	DET
agb-125	235	9	stochastic	stochastic	ADJ
agb-125	235	10	frontier	frontier	NOUN
agb-125	235	11	production	production	NOUN
agb-125	235	12	function	function	NOUN
agb-125	235	13	for	for	ADP
agb-125	235	14	panel	panel	NOUN
agb-125	235	15	data	datum	NOUN
agb-125	235	16	.	.	PUNCT
agb-125	236	1	empirical	empirical	ADJ
agb-125	236	2	economics	economic	NOUN
agb-125	236	3	,	,	PUNCT
agb-125	236	4	20(2	20(2	NUM
agb-125	236	5	)	)	PUNCT
agb-125	236	6	,	,	PUNCT
agb-125	236	7	325	325	NUM
agb-125	236	8	-	-	SYM
agb-125	236	9	332	332	NUM
agb-125	236	10	.	.	PUNCT
agb-125	237	1	doi	doi	NOUN
agb-125	237	2	:	:	PUNCT
agb-125	237	3	https://doi.org/10.1007/bf01205442	https://doi.org/10.1007/bf01205442	ADJ
agb-125	237	4	chien	chien	PROPN
agb-125	237	5	,	,	PUNCT
agb-125	237	6	f.	f.	PROPN
agb-125	237	7	(	(	PUNCT
agb-125	237	8	2022	2022	NUM
agb-125	237	9	)	)	PUNCT
agb-125	237	10	.	.	PUNCT
agb-125	238	1	the	the	DET
agb-125	238	2	mediating	mediate	VERB
agb-125	238	3	role	role	NOUN
agb-125	238	4	of	of	ADP
agb-125	238	5	energy	energy	NOUN
agb-125	238	6	efficiency	efficiency	NOUN
agb-125	238	7	on	on	ADP
agb-125	238	8	the	the	DET
agb-125	238	9	relationship	relationship	NOUN
agb-125	238	10	between	between	ADP
agb-125	238	11	sharing	share	VERB
agb-125	238	12	economy	economy	NOUN
agb-125	238	13	benefits	benefit	NOUN
agb-125	238	14	and	and	CCONJ
agb-125	238	15	sustainable	sustainable	ADJ
agb-125	238	16	development	development	NOUN
agb-125	238	17	goals	goal	NOUN
agb-125	238	18	(	(	PUNCT
agb-125	238	19	case	case	NOUN
agb-125	238	20	of	of	ADP
agb-125	238	21	china	china	PROPN
agb-125	238	22	)	)	PUNCT
agb-125	238	23	.	.	PUNCT
agb-125	239	1	journal	journal	PROPN
agb-125	239	2	of	of	ADP
agb-125	239	3	innovation	innovation	NOUN
agb-125	239	4	&	&	CCONJ
agb-125	239	5	knowledge	knowledge	NOUN
agb-125	239	6	,	,	PUNCT
agb-125	239	7	7(4	7(4	NUM
agb-125	239	8	)	)	PUNCT
agb-125	239	9	,	,	PUNCT
agb-125	239	10	100270	100270	NUM
agb-125	239	11	.	.	PUNCT
agb-125	240	1	doi	doi	NOUN
agb-125	240	2	:	:	PUNCT
agb-125	240	3	https://doi.org/10.1016/j.jik.2022.100270	https://doi.org/10.1016/j.jik.2022.100270	PROPN
agb-125	240	4	chien	chien	PROPN
agb-125	240	5	,	,	PUNCT
agb-125	240	6	f.	f.	PROPN
agb-125	240	7	,	,	PUNCT
agb-125	240	8	hsu	hsu	PROPN
agb-125	240	9	,	,	PUNCT
agb-125	240	10	c.-c	c.-c	PROPN
agb-125	240	11	.	.	PROPN
agb-125	240	12	,	,	PUNCT
agb-125	240	13	sibghatullah	sibghatullah	PROPN
agb-125	240	14	,	,	PUNCT
agb-125	240	15	a.	a.	PROPN
agb-125	240	16	,	,	PUNCT
agb-125	240	17	hieu	hieu	NOUN
agb-125	240	18	,	,	PUNCT
agb-125	240	19	v.	v.	ADP
agb-125	240	20	m.	m.	NOUN
agb-125	240	21	,	,	PUNCT
agb-125	240	22	phan	phan	PROPN
agb-125	240	23	,	,	PUNCT
agb-125	240	24	t.	t.	PROPN
agb-125	240	25	t.	t.	PROPN
agb-125	240	26	h.	h.	PROPN
agb-125	240	27	,	,	PUNCT
agb-125	240	28	&	&	CCONJ
agb-125	240	29	hoang	hoang	PROPN
agb-125	240	30	tien	tien	PROPN
agb-125	240	31	,	,	PUNCT
agb-125	240	32	n.	n.	NOUN
agb-125	240	33	(	(	PUNCT
agb-125	240	34	2022	2022	NUM
agb-125	240	35	)	)	PUNCT
agb-125	240	36	.	.	PUNCT
agb-125	241	1	the	the	DET
agb-125	241	2	role	role	NOUN
agb-125	241	3	of	of	ADP
agb-125	241	4	technological	technological	ADJ
agb-125	241	5	innovation	innovation	NOUN
agb-125	241	6	and	and	CCONJ
agb-125	241	7	cleaner	clean	ADJ
agb-125	241	8	energy	energy	NOUN
agb-125	241	9	towards	towards	ADP
agb-125	241	10	the	the	DET
agb-125	241	11	environment	environment	NOUN
agb-125	241	12	in	in	ADP
agb-125	241	13	asean	asean	ADJ
agb-125	241	14	countries	country	NOUN
agb-125	241	15	:	:	PUNCT
agb-125	241	16	proposing	propose	VERB
agb-125	241	17	a	a	DET
agb-125	241	18	policy	policy	NOUN
agb-125	241	19	for	for	ADP
agb-125	241	20	sustainable	sustainable	ADJ
agb-125	241	21	development	development	NOUN
agb-125	241	22	goals	goal	NOUN
agb-125	241	23	.	.	PUNCT
agb-125	242	1	economic	economic	ADJ
agb-125	242	2	research	research	NOUN
agb-125	242	3	-	-	PUNCT
agb-125	242	4	ekonomska	ekonomska	ADJ
agb-125	242	5	istraživanja	istraživanja	NOUN
agb-125	242	6	,	,	PUNCT
agb-125	242	7	35(1	35(1	NUM
agb-125	242	8	)	)	PUNCT
agb-125	242	9	,	,	PUNCT
agb-125	242	10	4677	4677	NUM
agb-125	242	11	-	-	SYM
agb-125	242	12	4692	4692	NUM
agb-125	242	13	.	.	PUNCT
agb-125	243	1	doi	doi	NOUN
agb-125	243	2	:	:	PUNCT
agb-125	243	3	https://doi.org/10.1080/1331677x.2021.2016463	https://doi.org/10.1080/1331677x.2021.2016463	NUM
agb-125	243	4	coelli	coelli	NOUN
agb-125	243	5	,	,	PUNCT
agb-125	243	6	t.	t.	PROPN
agb-125	243	7	,	,	PUNCT
agb-125	243	8	rao	rao	PROPN
agb-125	243	9	,	,	PUNCT
agb-125	243	10	d.	d.	PROPN
agb-125	243	11	p.	p.	PROPN
agb-125	243	12	,	,	PUNCT
agb-125	243	13	&	&	CCONJ
agb-125	243	14	battese	battese	PROPN
agb-125	243	15	,	,	PUNCT
agb-125	243	16	g.	g.	PROPN
agb-125	243	17	(	(	PUNCT
agb-125	243	18	1998	1998	NUM
agb-125	243	19	)	)	PUNCT
agb-125	243	20	.	.	PUNCT
agb-125	244	1	an	an	DET
agb-125	244	2	introduction	introduction	NOUN
agb-125	244	3	to	to	ADP
agb-125	244	4	efficiency	efficiency	NOUN
agb-125	244	5	and	and	CCONJ
agb-125	244	6	productivity	productivity	NOUN
agb-125	244	7	analysis	analysis	NOUN
agb-125	244	8	"	"	PUNCT
agb-125	244	9	,	,	PUNCT
agb-125	244	10	kluwer	kluwer	NOUN
agb-125	244	11	academic	academic	ADJ
agb-125	244	12	publishers	publisher	NOUN
agb-125	244	13	,	,	PUNCT
agb-125	244	14	boston	boston	PROPN
agb-125	244	15	.	.	PUNCT
agb-125	245	1	in	in	ADP
agb-125	245	2	:	:	PUNCT
agb-125	245	3	dordrechtilondon	dordrechtilondon	PROPN
agb-125	245	4	.	.	PUNCT
agb-125	246	1	retrieved	retrieve	VERB
agb-125	246	2	from	from	ADP
agb-125	246	3	https://link.springer.com/book/10.1007/978-14615-5493-6	https://link.springer.com/book/10.1007/978-14615-5493-6	PROPN
agb-125	246	4	.	.	PUNCT
agb-125	247	1	coelli	coelli	PROPN
agb-125	247	2	,	,	PUNCT
agb-125	247	3	t.	t.	PROPN
agb-125	247	4	j.	j.	PROPN
agb-125	247	5	,	,	PUNCT
agb-125	247	6	rao	rao	PROPN
agb-125	247	7	,	,	PUNCT
agb-125	247	8	d.	d.	PROPN
agb-125	247	9	s.	s.	PROPN
agb-125	247	10	p.	p.	PROPN
agb-125	247	11	,	,	PUNCT
agb-125	247	12	o'donnell	o'donnell	PROPN
agb-125	247	13	,	,	PUNCT
agb-125	247	14	c.	c.	PROPN
agb-125	247	15	j.	j.	PROPN
agb-125	247	16	,	,	PUNCT
agb-125	247	17	&	&	CCONJ
agb-125	247	18	battese	battese	PROPN
agb-125	247	19	,	,	PUNCT
agb-125	247	20	g.	g.	PROPN
agb-125	247	21	e.	e.	PROPN
agb-125	247	22	(	(	PUNCT
agb-125	247	23	2005	2005	NUM
agb-125	247	24	)	)	PUNCT
agb-125	247	25	.	.	PUNCT
agb-125	248	1	an	an	DET
agb-125	248	2	introduction	introduction	NOUN
agb-125	248	3	to	to	ADP
agb-125	248	4	efficiency	efficiency	NOUN
agb-125	248	5	and	and	CCONJ
agb-125	248	6	productivity	productivity	NOUN
agb-125	248	7	analysis	analysis	NOUN
agb-125	248	8	:	:	PUNCT
agb-125	248	9	springer	springer	NOUN
agb-125	248	10	science	science	PROPN
agb-125	248	11	&	&	CCONJ
agb-125	248	12	business	business	NOUN
agb-125	248	13	media	medium	NOUN
agb-125	248	14	.	.	PUNCT
agb-125	249	1	retrieved	retrieve	VERB
agb-125	249	2	from	from	ADP
agb-125	249	3	https://books.google.ae/books?hl=en&lr=&id=v	https://books.google.ae/books?hl=en&lr=&id=v	PROPN
agb-125	249	4	2rpu8m6rhwc&oi	2rpu8m6rhwc&oi	NUM
agb-125	249	5	=	=	NOUN
agb-125	249	6	fnd&pg	fnd&pg	NOUN
agb-125	249	7	=	=	NOUN
agb-125	249	8	pa1&dq	pa1&dq	NOUN
agb-125	249	9	=	=	NOUN
agb-125	249	10	coelli	coelli	NOUN
agb-125	249	11	dung	dung	NOUN
agb-125	249	12	,	,	PUNCT
agb-125	249	13	n.	n.	PROPN
agb-125	249	14	v.	v.	PROPN
agb-125	249	15	(	(	PUNCT
agb-125	249	16	2021	2021	NUM
agb-125	249	17	)	)	PUNCT
agb-125	249	18	.	.	PUNCT
agb-125	250	1	technical	technical	ADJ
agb-125	250	2	guidance	guidance	NOUN
agb-125	250	3	manual	manual	NOUN
agb-125	250	4	for	for	ADP
agb-125	250	5	banana	banana	NOUN
agb-125	250	6	cultivation	cultivation	NOUN
agb-125	250	7	suitable	suitable	ADJ
agb-125	250	8	for	for	ADP
agb-125	250	9	climate	climate	NOUN
agb-125	250	10	change	change	NOUN
agb-125	250	11	.	.	PUNCT
agb-125	251	1	agricultural	agricultural	ADJ
agb-125	251	2	publisher	publisher	NOUN
agb-125	251	3	.	.	PUNCT
agb-125	252	1	fao	fao	PROPN
agb-125	252	2	.	.	PUNCT
agb-125	253	1	(	(	PUNCT
agb-125	253	2	2019	2019	NUM
agb-125	253	3	)	)	PUNCT
agb-125	253	4	.	.	PUNCT
agb-125	254	1	faostat	faostat	PROPN
agb-125	254	2	agriculture	agriculture	PROPN
agb-125	254	3	data	data	PROPN
agb-125	254	4	.	.	PUNCT
agb-125	255	1	farrell	farrell	PROPN
agb-125	255	2	,	,	PUNCT
agb-125	255	3	m.	m.	PROPN
agb-125	255	4	j.	j.	PROPN
agb-125	255	5	(	(	PUNCT
agb-125	255	6	1957	1957	NUM
agb-125	255	7	)	)	PUNCT
agb-125	255	8	.	.	PUNCT
agb-125	256	1	the	the	DET
agb-125	256	2	measurement	measurement	NOUN
agb-125	256	3	of	of	ADP
agb-125	256	4	productive	productive	ADJ
agb-125	256	5	efficiency	efficiency	NOUN
agb-125	256	6	.	.	PUNCT
agb-125	257	1	journal	journal	NOUN
agb-125	257	2	of	of	ADP
agb-125	257	3	the	the	DET
agb-125	257	4	royal	royal	ADJ
agb-125	257	5	statistical	statistical	ADJ
agb-125	257	6	society	society	NOUN
agb-125	257	7	:	:	PUNCT
agb-125	257	8	series	series	PROPN
agb-125	257	9	a	a	PRON
agb-125	257	10	(	(	PUNCT
agb-125	257	11	general	general	ADJ
agb-125	257	12	)	)	PUNCT
agb-125	257	13	,	,	PUNCT
agb-125	257	14	120(3	120(3	NUM
agb-125	257	15	)	)	PUNCT
agb-125	257	16	,	,	PUNCT
agb-125	257	17	253	253	NUM
agb-125	257	18	-	-	SYM
agb-125	257	19	281	281	NUM
agb-125	257	20	.	.	PUNCT
agb-125	258	1	doi	doi	NOUN
agb-125	258	2	:	:	PUNCT
agb-125	258	3	https://doi.org/10.2307/2343100	https://doi.org/10.2307/2343100	NUM
agb-125	258	4	hossain	hossain	PROPN
agb-125	258	5	,	,	PUNCT
agb-125	258	6	m.	m.	NOUN
agb-125	258	7	m.	m.	NOUN
agb-125	258	8	,	,	PUNCT
agb-125	258	9	&	&	CCONJ
agb-125	258	10	majumder	majumder	PROPN
agb-125	258	11	,	,	PUNCT
agb-125	258	12	a.	a.	PROPN
agb-125	258	13	k.	k.	PROPN
agb-125	258	14	(	(	PUNCT
agb-125	258	15	2018	2018	NUM
agb-125	258	16	)	)	PUNCT
agb-125	258	17	.	.	PUNCT
agb-125	259	1	analysis	analysis	NOUN
agb-125	259	2	of	of	ADP
agb-125	259	3	factors	factor	NOUN
agb-125	259	4	affecting	affect	VERB
agb-125	259	5	the	the	DET
agb-125	259	6	technical	technical	ADJ
agb-125	259	7	efficiency	efficiency	NOUN
agb-125	259	8	:	:	PUNCT
agb-125	259	9	a	a	DET
agb-125	259	10	case	case	NOUN
agb-125	259	11	study	study	NOUN
agb-125	259	12	.	.	PUNCT
agb-125	260	1	international	international	ADJ
agb-125	260	2	journal	journal	PROPN
agb-125	260	3	of	of	ADP
agb-125	260	4	economics	economic	NOUN
agb-125	260	5	and	and	CCONJ
agb-125	260	6	statistics	statistic	NOUN
agb-125	260	7	,	,	PUNCT
agb-125	260	8	6	6	NUM
agb-125	260	9	,	,	PUNCT
agb-125	260	10	10	10	NUM
agb-125	260	11	-	-	SYM
agb-125	260	12	13	13	NUM
agb-125	260	13	.	.	PUNCT
agb-125	260	14	retrieved	retrieve	VERB
agb-125	260	15	from	from	ADP
agb-125	260	16	https://d1wqtxts1xzle7.cloudfront.net/56785359/	https://d1wqtxts1xzle7.cloudfront.net/56785359/	NOUN
agb-125	260	17	a062015	a062015	PROPN
agb-125	260	18	-	-	PUNCT
agb-125	260	19	017	017	NUM
agb-125	260	20	hyso	hyso	NOUN
agb-125	260	21	.	.	PUNCT
agb-125	261	1	(	(	PUNCT
agb-125	261	2	2021	2021	NUM
agb-125	261	3	)	)	PUNCT
agb-125	261	4	.	.	PUNCT
agb-125	262	1	hung	hung	PROPN
agb-125	262	2	yen	yen	PROPN
agb-125	262	3	statistic	statistic	PROPN
agb-125	262	4	office	office	NOUN
agb-125	262	5	.	.	PUNCT
agb-125	263	1	kamarudin	kamarudin	PROPN
agb-125	263	2	,	,	PUNCT
agb-125	263	3	f.	f.	PROPN
agb-125	263	4	,	,	PUNCT
agb-125	263	5	anwar	anwar	PROPN
agb-125	263	6	,	,	PUNCT
agb-125	263	7	n.	n.	PROPN
agb-125	263	8	a.	a.	NOUN
agb-125	263	9	m.	m.	PROPN
agb-125	263	10	,	,	PUNCT
agb-125	263	11	chien	chien	PROPN
agb-125	263	12	,	,	PUNCT
agb-125	263	13	f.	f.	PROPN
agb-125	263	14	,	,	PUNCT
agb-125	263	15	&	&	CCONJ
agb-125	263	16	sadiq	sadiq	PROPN
agb-125	263	17	,	,	PUNCT
agb-125	263	18	m.	m.	NOUN
agb-125	263	19	(	(	PUNCT
agb-125	263	20	2021	2021	NUM
agb-125	263	21	)	)	PUNCT
agb-125	263	22	.	.	PUNCT
agb-125	264	1	efficiency	efficiency	NOUN
agb-125	264	2	of	of	ADP
agb-125	264	3	microfinance	microfinance	NOUN
agb-125	264	4	institutions	institution	NOUN
agb-125	264	5	and	and	CCONJ
agb-125	264	6	economic	economic	ADJ
agb-125	264	7	freedom	freedom	NOUN
agb-125	264	8	nexus	nexus	NOUN
agb-125	264	9	:	:	PUNCT
agb-125	264	10	empirical	empirical	ADJ
agb-125	264	11	evidence	evidence	NOUN
agb-125	264	12	from	from	ADP
agb-125	264	13	four	four	NUM
agb-125	264	14	selected	select	VERB
agb-125	264	15	asian	asian	ADJ
agb-125	264	16	countries	country	NOUN
agb-125	264	17	.	.	PUNCT
agb-125	265	1	transformations	transformation	NOUN
agb-125	265	2	in	in	ADP
agb-125	265	3	business	business	NOUN
agb-125	265	4	&	&	CCONJ
agb-125	265	5	economics	economic	NOUN
agb-125	265	6	,	,	PUNCT
agb-125	265	7	20(2b	20(2b	NUM
agb-125	265	8	)	)	PUNCT
agb-125	265	9	,	,	PUNCT
agb-125	265	10	845	845	NUM
agb-125	265	11	-	-	SYM
agb-125	265	12	868	868	NUM
agb-125	265	13	.	.	PUNCT
agb-125	265	14	retrieved	retrieve	VERB
agb-125	265	15	from	from	ADP
agb-125	265	16	https://web.p.ebscohost.com/abstract?direct=true	https://web.p.ebscohost.com/abstract?direct=true	PROPN
agb-125	265	17	&	&	CCONJ
agb-125	265	18	profile	profile	NOUN
agb-125	265	19	=	=	SYM
agb-125	265	20	ehost&scope	ehost&scope	NOUN
agb-125	265	21	=	=	SYM
agb-125	265	22	site&authtype	site&authtype	NOUN
agb-125	265	23	=	=	SYM
agb-125	265	24	crawler	crawler	NOUN
agb-125	265	25	&	&	CCONJ
agb-125	265	26	jrnl	jrnl	PROPN
agb-125	265	27	lan	lan	PROPN
agb-125	265	28	,	,	PUNCT
agb-125	265	29	j.	j.	PROPN
agb-125	265	30	,	,	PUNCT
agb-125	265	31	khan	khan	PROPN
agb-125	265	32	,	,	PUNCT
agb-125	265	33	s.	s.	PROPN
agb-125	265	34	u.	u.	PROPN
agb-125	265	35	,	,	PUNCT
agb-125	265	36	sadiq	sadiq	PROPN
agb-125	265	37	,	,	PUNCT
agb-125	265	38	m.	m.	NOUN
agb-125	265	39	,	,	PUNCT
agb-125	265	40	chien	chien	PROPN
agb-125	265	41	,	,	PUNCT
agb-125	265	42	f.	f.	PROPN
agb-125	265	43	,	,	PUNCT
agb-125	265	44	&	&	CCONJ
agb-125	265	45	baloch	baloch	PROPN
agb-125	265	46	,	,	PUNCT
agb-125	265	47	z.	z.	PROPN
agb-125	265	48	a.	a.	PROPN
agb-125	265	49	(	(	PUNCT
agb-125	265	50	2022	2022	NUM
agb-125	265	51	)	)	PUNCT
agb-125	265	52	.	.	PUNCT
agb-125	266	1	evaluating	evaluate	VERB
agb-125	266	2	energy	energy	NOUN
agb-125	266	3	poverty	poverty	NOUN
agb-125	266	4	and	and	CCONJ
agb-125	266	5	its	its	PRON
agb-125	266	6	effects	effect	NOUN
agb-125	266	7	using	use	VERB
agb-125	266	8	multi	multi	ADJ
agb-125	266	9	-	-	ADJ
agb-125	266	10	dimensional	dimensional	ADJ
agb-125	266	11	based	base	VERB
agb-125	266	12	dea	dea	ADJ
agb-125	266	13	-	-	ADJ
agb-125	266	14	like	like	ADJ
agb-125	266	15	mathematical	mathematical	ADJ
agb-125	266	16	composite	composite	ADJ
agb-125	266	17	indicator	indicator	NOUN
agb-125	266	18	approach	approach	NOUN
agb-125	266	19	:	:	PUNCT
agb-125	266	20	findings	finding	NOUN
agb-125	266	21	from	from	ADP
agb-125	266	22	asia	asia	PROPN
agb-125	266	23	.	.	PUNCT
agb-125	267	1	energy	energy	NOUN
agb-125	267	2	policy	policy	NOUN
agb-125	267	3	,	,	PUNCT
agb-125	267	4	165	165	NUM
agb-125	267	5	,	,	PUNCT
agb-125	267	6	112933	112933	NUM
agb-125	267	7	.	.	PUNCT
agb-125	268	1	doi	doi	NOUN
agb-125	268	2	:	:	PUNCT
agb-125	268	3	https://doi.org/10.1016/j.enpol.2022.112933	https://doi.org/10.1016/j.enpol.2022.112933	ADJ
agb-125	268	4	meeusen	meeusen	NOUN
agb-125	268	5	,	,	PUNCT
agb-125	268	6	w.	w.	PROPN
agb-125	268	7	,	,	PUNCT
agb-125	268	8	&	&	CCONJ
agb-125	268	9	van	van	PROPN
agb-125	268	10	den	den	PROPN
agb-125	268	11	broeck	broeck	PROPN
agb-125	268	12	,	,	PUNCT
agb-125	268	13	j.	j.	PROPN
agb-125	268	14	(	(	PUNCT
agb-125	268	15	1977	1977	NUM
agb-125	268	16	)	)	PUNCT
agb-125	268	17	.	.	PUNCT
agb-125	269	1	efficiency	efficiency	NOUN
agb-125	269	2	estimation	estimation	NOUN
agb-125	269	3	from	from	ADP
agb-125	269	4	cobb	cobb	PROPN
agb-125	269	5	-	-	PUNCT
agb-125	269	6	douglas	douglas	PROPN
agb-125	269	7	production	production	NOUN
agb-125	269	8	functions	function	NOUN
agb-125	269	9	with	with	ADP
agb-125	269	10	composed	compose	VERB
agb-125	269	11	error	error	NOUN
agb-125	269	12	.	.	PUNCT
agb-125	270	1	international	international	ADJ
agb-125	270	2	economic	economic	ADJ
agb-125	270	3	review	review	NOUN
agb-125	270	4	,	,	PUNCT
agb-125	270	5	18(2	18(2	NUM
agb-125	270	6	)	)	PUNCT
agb-125	270	7	,	,	PUNCT
agb-125	270	8	435	435	NUM
agb-125	270	9	-	-	SYM
agb-125	270	10	444	444	NUM
agb-125	270	11	.	.	PUNCT
agb-125	271	1	doi	doi	NOUN
agb-125	271	2	:	:	PUNCT
agb-125	271	3	https://doi.org/10.2307/2525757	https://doi.org/10.2307/2525757	PRON
agb-125	271	4	sin	sin	PROPN
agb-125	271	5	tan	tan	PROPN
agb-125	271	6	,	,	PUNCT
agb-125	271	7	k.	k.	PROPN
agb-125	271	8	,	,	PUNCT
agb-125	271	9	choy	choy	PROPN
agb-125	271	10	chong	chong	PROPN
agb-125	271	11	,	,	PUNCT
agb-125	271	12	s.	s.	PROPN
agb-125	271	13	,	,	PUNCT
agb-125	271	14	lin	lin	PROPN
agb-125	271	15	,	,	PUNCT
agb-125	271	16	b.	b.	PROPN
agb-125	271	17	,	,	PUNCT
agb-125	271	18	&	&	CCONJ
agb-125	271	19	cyril	cyril	PROPN
agb-125	271	20	eze	eze	PROPN
agb-125	271	21	,	,	PUNCT
agb-125	271	22	u.	u.	NOUN
agb-125	271	23	(	(	PUNCT
agb-125	271	24	2009	2009	NUM
agb-125	271	25	)	)	PUNCT
agb-125	271	26	.	.	PUNCT
agb-125	272	1	internet‐based	internet‐base	VERB
agb-125	272	2	ict	ict	NOUN
agb-125	272	3	adoption	adoption	NOUN
agb-125	272	4	:	:	PUNCT
agb-125	272	5	evidence	evidence	NOUN
agb-125	272	6	from	from	ADP
agb-125	272	7	malaysian	malaysian	ADJ
agb-125	272	8	smes	sme	NOUN
agb-125	272	9	.	.	PUNCT
agb-125	273	1	industrial	industrial	ADJ
agb-125	273	2	management	management	PROPN
agb-125	273	3	&	&	CCONJ
agb-125	273	4	data	datum	NOUN
agb-125	273	5	systems	system	NOUN
agb-125	273	6	,	,	PUNCT
agb-125	273	7	109(2	109(2	NUM
agb-125	273	8	)	)	PUNCT
agb-125	273	9	,	,	PUNCT
agb-125	273	10	224	224	NUM
agb-125	273	11	-	-	SYM
agb-125	273	12	244	244	NUM
agb-125	273	13	.	.	PUNCT
agb-125	274	1	doi	doi	NOUN
agb-125	274	2	:	:	PUNCT
agb-125	274	3	https://doi.org/10.1108/02635570910930118	https://doi.org/10.1108/02635570910930118	NOUN
agb-125	274	4	vgsf	vgsf	NOUN
agb-125	274	5	.	.	PUNCT
agb-125	275	1	(	(	PUNCT
agb-125	275	2	2021	2021	NUM
agb-125	275	3	)	)	PUNCT
agb-125	275	4	.	.	PUNCT
agb-125	276	1	vietnam	vietnam	PROPN
agb-125	276	2	general	general	PROPN
agb-125	276	3	statistic	statistic	PROPN
agb-125	276	4	office	office	NOUN
agb-125	276	5	.	.	PUNCT
agb-125	277	1	https://doi.org/10.1016/0304-4076(77)90052-5	https://doi.org/10.1016/0304-4076(77)90052-5	NUM
agb-125	277	2	https://doi.org/10.1007/bf01205442	https://doi.org/10.1007/bf01205442	X
agb-125	277	3	https://doi.org/10.1016/j.jik.2022.100270	https://doi.org/10.1016/j.jik.2022.100270	PROPN
agb-125	277	4	https://doi.org/10.1080/1331677x.2021.2016463	https://doi.org/10.1080/1331677x.2021.2016463	PROPN
agb-125	277	5	https://link.springer.com/book/10.1007/978-1-4615-5493-6	https://link.springer.com/book/10.1007/978-1-4615-5493-6	PROPN
agb-125	277	6	https://link.springer.com/book/10.1007/978-1-4615-5493-6	https://link.springer.com/book/10.1007/978-1-4615-5493-6	PROPN
agb-125	277	7	https://books.google.ae/books?hl=en&lr=&id=v2rpu8m6rhwc&oi=fnd&pg=pa1&dq=coelli	https://books.google.ae/books?hl=en&lr=&id=v2rpu8m6rhwc&oi=fnd&pg=pa1&dq=coelli	INTJ
agb-125	278	1	https://books.google.ae/books?hl=en&lr=&id=v2rpu8m6rhwc&oi=fnd&pg=pa1&dq=coelli	https://books.google.ae/books?hl=en&lr=&id=v2rpu8m6rhwc&oi=fnd&pg=pa1&dq=coelli	INTJ
agb-125	278	2	https://doi.org/10.2307/2343100	https://doi.org/10.2307/2343100	ADV
agb-125	278	3	https://d1wqtxts1xzle7.cloudfront.net/56785359/a062015-017	https://d1wqtxts1xzle7.cloudfront.net/56785359/a062015-017	ADV
agb-125	278	4	https://d1wqtxts1xzle7.cloudfront.net/56785359/a062015-017	https://d1wqtxts1xzle7.cloudfront.net/56785359/a062015-017	ADP
agb-125	278	5	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	DET
agb-125	278	6	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	X
agb-125	278	7	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	https://web.p.ebscohost.com/abstract?direct=true&profile=ehost&scope=site&authtype=crawler&jrnl	X
agb-125	278	8	https://doi.org/10.1016/j.enpol.2022.112933	https://doi.org/10.1016/j.enpol.2022.112933	PROPN
agb-125	278	9	https://doi.org/10.2307/2525757	https://doi.org/10.2307/2525757	X
agb-125	278	10	https://doi.org/10.1108/02635570910930118	https://doi.org/10.1108/02635570910930118	X