id	sid	tid	token	lemma	pos
ajoaa-4819	1	1	effect	effect	NOUN
ajoaa-4819	1	2	of	of	ADP
ajoaa-4819	1	3	selected	select	VERB
ajoaa-4819	1	4	insecticide	insecticide	NOUN
ajoaa-4819	1	5	on	on	ADP
ajoaa-4819	1	6	whitefly	whitefly	NOUN
ajoaa-4819	1	7	(	(	PUNCT
ajoaa-4819	1	8	bemisia	bemisia	NOUN
ajoaa-4819	1	9	tabaci	tabaci	NOUN
ajoaa-4819	1	10	)	)	PUNCT
ajoaa-4819	1	11	infesting	infest	VERB
ajoaa-4819	1	12	brinjal	brinjal	ADJ
ajoaa-4819	1	13	plants	plant	NOUN
ajoaa-4819	1	14	154	154	NUM
ajoaa-4819	1	15	assessing	assess	VERB
ajoaa-4819	1	16	the	the	DET
ajoaa-4819	1	17	determinants	determinant	NOUN
ajoaa-4819	1	18	of	of	ADP
ajoaa-4819	1	19	agricultural	agricultural	ADJ
ajoaa-4819	1	20	productivity	productivity	NOUN
ajoaa-4819	1	21	in	in	ADP
ajoaa-4819	1	22	somalia	somalia	PROPN
ajoaa-4819	1	23	:	:	PUNCT
ajoaa-4819	1	24	an	an	DET
ajoaa-4819	1	25	application	application	NOUN
ajoaa-4819	1	26	of	of	ADP
ajoaa-4819	1	27	an	an	DET
ajoaa-4819	1	28	ardl	ardl	NOUN
ajoaa-4819	1	29	model	model	NOUN
ajoaa-4819	1	30	elmi	elmi	PROPN
ajoaa-4819	1	31	hassan	hassan	PROPN
ajoaa-4819	1	32	samatar	samatar	PROPN
ajoaa-4819	1	33	independent	independent	PROPN
ajoaa-4819	1	34	scholar	scholar	NOUN
ajoaa-4819	1	35	,	,	PUNCT
ajoaa-4819	1	36	mogadishu	mogadishu	PROPN
ajoaa-4819	1	37	,	,	PUNCT
ajoaa-4819	1	38	somalia	somalia	PROPN
ajoaa-4819	1	39	.	.	PUNCT
ajoaa-4819	2	1			PROPN
ajoaa-4819	2	2	samatar2020@hotmail.com	samatar2020@hotmail.com	NOUN
ajoaa-4819	2	3	article	article	PROPN
ajoaa-4819	2	4	history	history	NOUN
ajoaa-4819	2	5	abstract	abstract	ADV
ajoaa-4819	2	6	received	receive	VERB
ajoaa-4819	2	7	:	:	PUNCT
ajoaa-4819	2	8	2	2	NUM
ajoaa-4819	2	9	january	january	NOUN
ajoaa-4819	2	10	2023	2023	NUM
ajoaa-4819	2	11	revised	revise	VERB
ajoaa-4819	2	12	:	:	PUNCT
ajoaa-4819	2	13	10	10	NUM
ajoaa-4819	2	14	may	may	PROPN
ajoaa-4819	2	15	2023	2023	NUM
ajoaa-4819	2	16	accepted	accept	VERB
ajoaa-4819	2	17	:	:	PUNCT
ajoaa-4819	2	18	25	25	NUM
ajoaa-4819	2	19	may	may	PROPN
ajoaa-4819	2	20	2023	2023	NUM
ajoaa-4819	2	21	published	publish	VERB
ajoaa-4819	2	22	:	:	PUNCT
ajoaa-4819	2	23	19	19	NUM
ajoaa-4819	2	24	june	june	PROPN
ajoaa-4819	2	25	2023	2023	NUM
ajoaa-4819	2	26	keywords	keyword	NOUN
ajoaa-4819	2	27	agriculture	agriculture	NOUN
ajoaa-4819	2	28	ardl	ardl	NOUN
ajoaa-4819	2	29	climate	climate	NOUN
ajoaa-4819	2	30	change	change	NOUN
ajoaa-4819	2	31	food	food	NOUN
ajoaa-4819	2	32	security	security	NOUN
ajoaa-4819	2	33	productivity	productivity	NOUN
ajoaa-4819	2	34	security	security	PROPN
ajoaa-4819	2	35	somalia	somalia	PROPN
ajoaa-4819	2	36	.	.	PUNCT
ajoaa-4819	3	1	this	this	DET
ajoaa-4819	3	2	study	study	NOUN
ajoaa-4819	3	3	delves	delve	VERB
ajoaa-4819	3	4	into	into	ADP
ajoaa-4819	3	5	the	the	DET
ajoaa-4819	3	6	factors	factor	NOUN
ajoaa-4819	3	7	that	that	PRON
ajoaa-4819	3	8	boost	boost	VERB
ajoaa-4819	3	9	agricultural	agricultural	ADJ
ajoaa-4819	3	10	productivity	productivity	NOUN
ajoaa-4819	3	11	while	while	SCONJ
ajoaa-4819	3	12	taking	take	VERB
ajoaa-4819	3	13	five	five	NUM
ajoaa-4819	3	14	macroeconomic	macroeconomic	ADJ
ajoaa-4819	3	15	variables	variable	NOUN
ajoaa-4819	3	16	into	into	ADP
ajoaa-4819	3	17	account	account	NOUN
ajoaa-4819	3	18	.	.	PUNCT
ajoaa-4819	4	1	the	the	DET
ajoaa-4819	4	2	investigated	investigate	VERB
ajoaa-4819	4	3	variables	variable	NOUN
ajoaa-4819	4	4	are	be	AUX
ajoaa-4819	4	5	agricultural	agricultural	ADJ
ajoaa-4819	4	6	productivity	productivity	NOUN
ajoaa-4819	4	7	,	,	PUNCT
ajoaa-4819	4	8	which	which	PRON
ajoaa-4819	4	9	is	be	AUX
ajoaa-4819	4	10	used	use	VERB
ajoaa-4819	4	11	as	as	ADP
ajoaa-4819	4	12	the	the	DET
ajoaa-4819	4	13	dependent	dependent	ADJ
ajoaa-4819	4	14	variable	variable	NOUN
ajoaa-4819	4	15	,	,	PUNCT
ajoaa-4819	4	16	while	while	SCONJ
ajoaa-4819	4	17	employment	employment	NOUN
ajoaa-4819	4	18	in	in	ADP
ajoaa-4819	4	19	agriculture	agriculture	NOUN
ajoaa-4819	4	20	,	,	PUNCT
ajoaa-4819	4	21	gross	gross	ADJ
ajoaa-4819	4	22	capital	capital	NOUN
ajoaa-4819	4	23	formation	formation	NOUN
ajoaa-4819	4	24	,	,	PUNCT
ajoaa-4819	4	25	arable	arable	ADJ
ajoaa-4819	4	26	land	land	NOUN
ajoaa-4819	4	27	,	,	PUNCT
ajoaa-4819	4	28	and	and	CCONJ
ajoaa-4819	4	29	rainfall	rainfall	NOUN
ajoaa-4819	4	30	are	be	AUX
ajoaa-4819	4	31	the	the	DET
ajoaa-4819	4	32	independent	independent	ADJ
ajoaa-4819	4	33	variables	variable	NOUN
ajoaa-4819	4	34	.	.	PUNCT
ajoaa-4819	5	1	employing	employ	VERB
ajoaa-4819	5	2	an	an	DET
ajoaa-4819	5	3	autoregressive	autoregressive	ADJ
ajoaa-4819	5	4	distributed	distribute	VERB
ajoaa-4819	5	5	lags	lag	NOUN
ajoaa-4819	5	6	(	(	PUNCT
ajoaa-4819	5	7	ardl	ardl	NOUN
ajoaa-4819	5	8	)	)	PUNCT
ajoaa-4819	5	9	model	model	NOUN
ajoaa-4819	5	10	,	,	PUNCT
ajoaa-4819	5	11	this	this	DET
ajoaa-4819	5	12	paper	paper	NOUN
ajoaa-4819	5	13	examines	examine	VERB
ajoaa-4819	5	14	the	the	DET
ajoaa-4819	5	15	determinants	determinant	NOUN
ajoaa-4819	5	16	of	of	ADP
ajoaa-4819	5	17	agricultural	agricultural	ADJ
ajoaa-4819	5	18	productivity	productivity	NOUN
ajoaa-4819	5	19	in	in	ADP
ajoaa-4819	5	20	somalia	somalia	PROPN
ajoaa-4819	5	21	from	from	ADP
ajoaa-4819	5	22	1991	1991	NUM
ajoaa-4819	5	23	to	to	ADP
ajoaa-4819	5	24	2020	2020	NUM
ajoaa-4819	5	25	.	.	PUNCT
ajoaa-4819	6	1	the	the	DET
ajoaa-4819	6	2	cointegration	cointegration	NOUN
ajoaa-4819	6	3	between	between	ADP
ajoaa-4819	6	4	the	the	DET
ajoaa-4819	6	5	model	model	NOUN
ajoaa-4819	6	6	’s	’s	PART
ajoaa-4819	6	7	variables	variable	NOUN
ajoaa-4819	6	8	was	be	AUX
ajoaa-4819	6	9	verified	verify	VERB
ajoaa-4819	6	10	using	use	VERB
ajoaa-4819	6	11	a	a	DET
ajoaa-4819	6	12	bounds	bound	NOUN
ajoaa-4819	6	13	-	-	PUNCT
ajoaa-4819	6	14	testing	testing	NOUN
ajoaa-4819	6	15	approach	approach	NOUN
ajoaa-4819	6	16	to	to	ADP
ajoaa-4819	6	17	cointegration	cointegration	NOUN
ajoaa-4819	6	18	.	.	PUNCT
ajoaa-4819	7	1	employment	employment	NOUN
ajoaa-4819	7	2	in	in	ADP
ajoaa-4819	7	3	agriculture	agriculture	NOUN
ajoaa-4819	7	4	was	be	AUX
ajoaa-4819	7	5	found	find	VERB
ajoaa-4819	7	6	to	to	PART
ajoaa-4819	7	7	have	have	VERB
ajoaa-4819	7	8	both	both	CCONJ
ajoaa-4819	7	9	a	a	DET
ajoaa-4819	7	10	short	short	ADJ
ajoaa-4819	7	11	-	-	PUNCT
ajoaa-4819	7	12	run	run	NOUN
ajoaa-4819	7	13	and	and	CCONJ
ajoaa-4819	7	14	long	long	ADV
ajoaa-4819	7	15	-	-	PUNCT
ajoaa-4819	7	16	run	run	VERB
ajoaa-4819	7	17	positive	positive	ADJ
ajoaa-4819	7	18	impact	impact	NOUN
ajoaa-4819	7	19	on	on	ADP
ajoaa-4819	7	20	agricultural	agricultural	ADJ
ajoaa-4819	7	21	productivity	productivity	NOUN
ajoaa-4819	7	22	.	.	PUNCT
ajoaa-4819	8	1	similarly	similarly	ADV
ajoaa-4819	8	2	,	,	PUNCT
ajoaa-4819	8	3	it	it	PRON
ajoaa-4819	8	4	was	be	AUX
ajoaa-4819	8	5	discovered	discover	VERB
ajoaa-4819	8	6	that	that	SCONJ
ajoaa-4819	8	7	both	both	PRON
ajoaa-4819	8	8	gross	gross	ADJ
ajoaa-4819	8	9	capital	capital	NOUN
ajoaa-4819	8	10	formation	formation	NOUN
ajoaa-4819	8	11	and	and	CCONJ
ajoaa-4819	8	12	the	the	DET
ajoaa-4819	8	13	availability	availability	NOUN
ajoaa-4819	8	14	of	of	ADP
ajoaa-4819	8	15	arable	arable	ADJ
ajoaa-4819	8	16	land	land	NOUN
ajoaa-4819	8	17	had	have	VERB
ajoaa-4819	8	18	a	a	DET
ajoaa-4819	8	19	favorable	favorable	ADJ
ajoaa-4819	8	20	influence	influence	NOUN
ajoaa-4819	8	21	on	on	ADP
ajoaa-4819	8	22	agricultural	agricultural	ADJ
ajoaa-4819	8	23	productivity	productivity	NOUN
ajoaa-4819	8	24	in	in	ADP
ajoaa-4819	8	25	the	the	DET
ajoaa-4819	8	26	short	short	ADJ
ajoaa-4819	8	27	and	and	CCONJ
ajoaa-4819	8	28	long	long	ADJ
ajoaa-4819	8	29	run	run	NOUN
ajoaa-4819	8	30	.	.	PUNCT
ajoaa-4819	9	1	additionally	additionally	ADV
ajoaa-4819	9	2	,	,	PUNCT
ajoaa-4819	9	3	the	the	DET
ajoaa-4819	9	4	study	study	NOUN
ajoaa-4819	9	5	indicated	indicate	VERB
ajoaa-4819	9	6	a	a	DET
ajoaa-4819	9	7	positive	positive	ADJ
ajoaa-4819	9	8	short	short	ADJ
ajoaa-4819	9	9	-	-	PUNCT
ajoaa-4819	9	10	run	run	NOUN
ajoaa-4819	9	11	and	and	CCONJ
ajoaa-4819	9	12	long	long	ADV
ajoaa-4819	9	13	-	-	PUNCT
ajoaa-4819	9	14	run	run	NOUN
ajoaa-4819	9	15	correlation	correlation	NOUN
ajoaa-4819	9	16	between	between	ADP
ajoaa-4819	9	17	rainfall	rainfall	NOUN
ajoaa-4819	9	18	and	and	CCONJ
ajoaa-4819	9	19	agricultural	agricultural	ADJ
ajoaa-4819	9	20	productivity	productivity	NOUN
ajoaa-4819	9	21	,	,	PUNCT
ajoaa-4819	9	22	although	although	SCONJ
ajoaa-4819	9	23	this	this	DET
ajoaa-4819	9	24	correlation	correlation	NOUN
ajoaa-4819	9	25	is	be	AUX
ajoaa-4819	9	26	statistically	statistically	ADV
ajoaa-4819	9	27	insignificant	insignificant	ADJ
ajoaa-4819	9	28	at	at	ADP
ajoaa-4819	9	29	a	a	DET
ajoaa-4819	9	30	five	five	NUM
ajoaa-4819	9	31	percent	percent	NOUN
ajoaa-4819	9	32	level	level	NOUN
ajoaa-4819	9	33	.	.	PUNCT
ajoaa-4819	10	1	in	in	ADP
ajoaa-4819	10	2	the	the	DET
ajoaa-4819	10	3	long	long	ADJ
ajoaa-4819	10	4	run	run	NOUN
ajoaa-4819	10	5	,	,	PUNCT
ajoaa-4819	10	6	the	the	DET
ajoaa-4819	10	7	amount	amount	NOUN
ajoaa-4819	10	8	of	of	ADP
ajoaa-4819	10	9	available	available	ADJ
ajoaa-4819	10	10	arable	arable	ADJ
ajoaa-4819	10	11	land	land	NOUN
ajoaa-4819	10	12	has	have	VERB
ajoaa-4819	10	13	a	a	DET
ajoaa-4819	10	14	positive	positive	ADJ
ajoaa-4819	10	15	impact	impact	NOUN
ajoaa-4819	10	16	on	on	ADP
ajoaa-4819	10	17	agricultural	agricultural	ADJ
ajoaa-4819	10	18	productivity	productivity	NOUN
ajoaa-4819	10	19	.	.	PUNCT
ajoaa-4819	11	1	however	however	ADV
ajoaa-4819	11	2	,	,	PUNCT
ajoaa-4819	11	3	in	in	ADP
ajoaa-4819	11	4	the	the	DET
ajoaa-4819	11	5	short	short	ADJ
ajoaa-4819	11	6	run	run	NOUN
ajoaa-4819	11	7	,	,	PUNCT
ajoaa-4819	11	8	this	this	DET
ajoaa-4819	11	9	determinant	determinant	ADJ
ajoaa-4819	11	10	has	have	VERB
ajoaa-4819	11	11	the	the	DET
ajoaa-4819	11	12	opposite	opposite	ADJ
ajoaa-4819	11	13	effect	effect	NOUN
ajoaa-4819	11	14	.	.	PUNCT
ajoaa-4819	12	1	based	base	VERB
ajoaa-4819	12	2	on	on	ADP
ajoaa-4819	12	3	the	the	DET
ajoaa-4819	12	4	results	result	NOUN
ajoaa-4819	12	5	,	,	PUNCT
ajoaa-4819	12	6	the	the	DET
ajoaa-4819	12	7	study	study	NOUN
ajoaa-4819	12	8	advises	advise	VERB
ajoaa-4819	12	9	the	the	DET
ajoaa-4819	12	10	government	government	NOUN
ajoaa-4819	12	11	,	,	PUNCT
ajoaa-4819	12	12	policymakers	policymaker	NOUN
ajoaa-4819	12	13	,	,	PUNCT
ajoaa-4819	12	14	and	and	CCONJ
ajoaa-4819	12	15	other	other	ADJ
ajoaa-4819	12	16	concerned	concerned	ADJ
ajoaa-4819	12	17	authorities	authority	NOUN
ajoaa-4819	12	18	to	to	PART
ajoaa-4819	12	19	prioritize	prioritize	VERB
ajoaa-4819	12	20	technological	technological	ADJ
ajoaa-4819	12	21	innovation	innovation	NOUN
ajoaa-4819	12	22	and	and	CCONJ
ajoaa-4819	12	23	climate	climate	NOUN
ajoaa-4819	12	24	-	-	PUNCT
ajoaa-4819	12	25	smart	smart	ADJ
ajoaa-4819	12	26	agricultural	agricultural	ADJ
ajoaa-4819	12	27	systems	system	NOUN
ajoaa-4819	12	28	to	to	PART
ajoaa-4819	12	29	boost	boost	VERB
ajoaa-4819	12	30	sector	sector	NOUN
ajoaa-4819	12	31	productivity	productivity	NOUN
ajoaa-4819	12	32	.	.	PUNCT
ajoaa-4819	13	1	contribution	contribution	NOUN
ajoaa-4819	13	2	/	/	SYM
ajoaa-4819	13	3	originality	originality	NOUN
ajoaa-4819	13	4	:	:	PUNCT
ajoaa-4819	13	5	this	this	DET
ajoaa-4819	13	6	paper	paper	NOUN
ajoaa-4819	13	7	provides	provide	VERB
ajoaa-4819	13	8	new	new	ADJ
ajoaa-4819	13	9	insights	insight	NOUN
ajoaa-4819	13	10	into	into	ADP
ajoaa-4819	13	11	the	the	DET
ajoaa-4819	13	12	determinants	determinant	NOUN
ajoaa-4819	13	13	of	of	ADP
ajoaa-4819	13	14	agricultural	agricultural	ADJ
ajoaa-4819	13	15	productivity	productivity	NOUN
ajoaa-4819	13	16	in	in	ADP
ajoaa-4819	13	17	somalia	somalia	PROPN
ajoaa-4819	13	18	.	.	PUNCT
ajoaa-4819	14	1	since	since	SCONJ
ajoaa-4819	14	2	somalia	somalia	PROPN
ajoaa-4819	14	3	is	be	AUX
ajoaa-4819	14	4	heavily	heavily	ADV
ajoaa-4819	14	5	dependent	dependent	ADJ
ajoaa-4819	14	6	on	on	ADP
ajoaa-4819	14	7	the	the	DET
ajoaa-4819	14	8	agricultural	agricultural	ADJ
ajoaa-4819	14	9	sector	sector	NOUN
ajoaa-4819	14	10	,	,	PUNCT
ajoaa-4819	14	11	the	the	DET
ajoaa-4819	14	12	government	government	NOUN
ajoaa-4819	14	13	should	should	AUX
ajoaa-4819	14	14	target	target	VERB
ajoaa-4819	14	15	agricultural	agricultural	ADJ
ajoaa-4819	14	16	diversification	diversification	NOUN
ajoaa-4819	14	17	at	at	ADP
ajoaa-4819	14	18	the	the	DET
ajoaa-4819	14	19	community	community	NOUN
ajoaa-4819	14	20	/	/	SYM
ajoaa-4819	14	21	household	household	NOUN
ajoaa-4819	14	22	levels	level	NOUN
ajoaa-4819	14	23	.	.	PUNCT
ajoaa-4819	15	1	thus	thus	ADV
ajoaa-4819	15	2	,	,	PUNCT
ajoaa-4819	15	3	this	this	DET
ajoaa-4819	15	4	paper	paper	NOUN
ajoaa-4819	15	5	provides	provide	VERB
ajoaa-4819	15	6	insights	insight	NOUN
ajoaa-4819	15	7	to	to	ADP
ajoaa-4819	15	8	policymakers	policymaker	NOUN
ajoaa-4819	15	9	/	/	SYM
ajoaa-4819	15	10	practitioners	practitioner	NOUN
ajoaa-4819	15	11	who	who	PRON
ajoaa-4819	15	12	seek	seek	VERB
ajoaa-4819	15	13	to	to	PART
ajoaa-4819	15	14	make	make	VERB
ajoaa-4819	15	15	informed	informed	ADJ
ajoaa-4819	15	16	decisions	decision	NOUN
ajoaa-4819	15	17	about	about	ADP
ajoaa-4819	15	18	the	the	DET
ajoaa-4819	15	19	determinants	determinant	NOUN
ajoaa-4819	15	20	of	of	ADP
ajoaa-4819	15	21	agriculture	agriculture	NOUN
ajoaa-4819	15	22	.	.	PUNCT
ajoaa-4819	16	1	doi	doi	NOUN
ajoaa-4819	16	2	:	:	PUNCT
ajoaa-4819	16	3	10.55493/5005.v13i3.4819	10.55493/5005.v13i3.4819	NUM
ajoaa-4819	16	4	issn(p	issn(p	NUM
ajoaa-4819	16	5	):	):	PUNCT
ajoaa-4819	16	6	2304	2304	NUM
ajoaa-4819	16	7	-	-	SYM
ajoaa-4819	16	8	1455/	1455/	NUM
ajoaa-4819	16	9	issn(e	issn(e	NOUN
ajoaa-4819	16	10	):	):	PUNCT
ajoaa-4819	16	11	2224	2224	NUM
ajoaa-4819	16	12	-	-	SYM
ajoaa-4819	16	13	4433	4433	NUM
ajoaa-4819	16	14	how	how	SCONJ
ajoaa-4819	16	15	to	to	PART
ajoaa-4819	16	16	cite	cite	VERB
ajoaa-4819	16	17	:	:	PUNCT
ajoaa-4819	16	18	samatar	samatar	PROPN
ajoaa-4819	16	19	,	,	PUNCT
ajoaa-4819	16	20	e.	e.	PROPN
ajoaa-4819	16	21	h.	h.	PROPN
ajoaa-4819	16	22	(	(	PUNCT
ajoaa-4819	16	23	2023	2023	NUM
ajoaa-4819	16	24	)	)	PUNCT
ajoaa-4819	16	25	.	.	PUNCT
ajoaa-4819	17	1	assessing	assess	VERB
ajoaa-4819	17	2	the	the	DET
ajoaa-4819	17	3	determinants	determinant	NOUN
ajoaa-4819	17	4	of	of	ADP
ajoaa-4819	17	5	agricultural	agricultural	ADJ
ajoaa-4819	17	6	productivity	productivity	NOUN
ajoaa-4819	17	7	in	in	ADP
ajoaa-4819	17	8	somalia	somalia	PROPN
ajoaa-4819	17	9	:	:	PUNCT
ajoaa-4819	17	10	an	an	DET
ajoaa-4819	17	11	application	application	NOUN
ajoaa-4819	17	12	of	of	ADP
ajoaa-4819	17	13	an	an	DET
ajoaa-4819	17	14	ardl	ardl	NOUN
ajoaa-4819	17	15	model	model	NOUN
ajoaa-4819	17	16	.	.	PUNCT
ajoaa-4819	18	1	asian	asian	ADJ
ajoaa-4819	18	2	journal	journal	PROPN
ajoaa-4819	18	3	of	of	ADP
ajoaa-4819	18	4	agriculture	agriculture	NOUN
ajoaa-4819	18	5	and	and	CCONJ
ajoaa-4819	18	6	rural	rural	ADJ
ajoaa-4819	18	7	development	development	NOUN
ajoaa-4819	18	8	,	,	PUNCT
ajoaa-4819	18	9	13(3	13(3	NUM
ajoaa-4819	18	10	)	)	PUNCT
ajoaa-4819	18	11	,	,	PUNCT
ajoaa-4819	18	12	154–162	154–162	NUM
ajoaa-4819	18	13	.	.	PUNCT
ajoaa-4819	18	14	10.55493/5005.v13i3.4819	10.55493/5005.v13i3.4819	NUM
ajoaa-4819	19	1	©	©	ADP
ajoaa-4819	19	2	2023	2023	NUM
ajoaa-4819	19	3	asian	asian	ADJ
ajoaa-4819	19	4	economic	economic	ADJ
ajoaa-4819	19	5	and	and	CCONJ
ajoaa-4819	19	6	social	social	ADJ
ajoaa-4819	19	7	society	society	NOUN
ajoaa-4819	19	8	.	.	PUNCT
ajoaa-4819	20	1	all	all	DET
ajoaa-4819	20	2	rights	right	NOUN
ajoaa-4819	20	3	reserved	reserve	VERB
ajoaa-4819	20	4	.	.	PUNCT
ajoaa-4819	21	1	1	1	X
ajoaa-4819	21	2	.	.	X
ajoaa-4819	21	3	introduction	introduction	NOUN
ajoaa-4819	21	4	agriculture	agriculture	NOUN
ajoaa-4819	21	5	is	be	AUX
ajoaa-4819	21	6	critical	critical	ADJ
ajoaa-4819	21	7	to	to	ADP
ajoaa-4819	21	8	attaining	attain	VERB
ajoaa-4819	21	9	sustainable	sustainable	ADJ
ajoaa-4819	21	10	development	development	NOUN
ajoaa-4819	21	11	and	and	CCONJ
ajoaa-4819	21	12	the	the	DET
ajoaa-4819	21	13	eradication	eradication	NOUN
ajoaa-4819	21	14	of	of	ADP
ajoaa-4819	21	15	hunger	hunger	NOUN
ajoaa-4819	21	16	and	and	CCONJ
ajoaa-4819	21	17	poverty	poverty	NOUN
ajoaa-4819	21	18	.	.	PUNCT
ajoaa-4819	22	1	agriculture	agriculture	NOUN
ajoaa-4819	22	2	is	be	AUX
ajoaa-4819	22	3	one	one	NUM
ajoaa-4819	22	4	of	of	ADP
ajoaa-4819	22	5	the	the	DET
ajoaa-4819	22	6	most	most	ADV
ajoaa-4819	22	7	effective	effective	ADJ
ajoaa-4819	22	8	strategies	strategy	NOUN
ajoaa-4819	22	9	for	for	ADP
ajoaa-4819	22	10	alleviating	alleviate	VERB
ajoaa-4819	22	11	extreme	extreme	ADJ
ajoaa-4819	22	12	poverty	poverty	NOUN
ajoaa-4819	22	13	,	,	PUNCT
ajoaa-4819	22	14	fostering	foster	VERB
ajoaa-4819	22	15	and	and	CCONJ
ajoaa-4819	22	16	sharing	share	VERB
ajoaa-4819	22	17	prosperity	prosperity	NOUN
ajoaa-4819	22	18	,	,	PUNCT
ajoaa-4819	22	19	and	and	CCONJ
ajoaa-4819	22	20	feeding	feed	VERB
ajoaa-4819	22	21	the	the	DET
ajoaa-4819	22	22	world	world	NOUN
ajoaa-4819	22	23	’s	’s	PART
ajoaa-4819	22	24	population	population	NOUN
ajoaa-4819	22	25	,	,	PUNCT
ajoaa-4819	22	26	which	which	PRON
ajoaa-4819	22	27	is	be	AUX
ajoaa-4819	22	28	estimated	estimate	VERB
ajoaa-4819	22	29	to	to	PART
ajoaa-4819	22	30	reach	reach	VERB
ajoaa-4819	22	31	9.7	9.7	NUM
ajoaa-4819	22	32	billion	billion	NUM
ajoaa-4819	22	33	people	people	NOUN
ajoaa-4819	22	34	by	by	ADP
ajoaa-4819	22	35	2050	2050	NUM
ajoaa-4819	22	36	(	(	PUNCT
ajoaa-4819	22	37	world	world	PROPN
ajoaa-4819	22	38	bank	bank	NOUN
ajoaa-4819	22	39	,	,	PUNCT
ajoaa-4819	22	40	2022	2022	NUM
ajoaa-4819	22	41	)	)	PUNCT
ajoaa-4819	22	42	.	.	PUNCT
ajoaa-4819	23	1	for	for	ADP
ajoaa-4819	23	2	asian	asian	ADJ
ajoaa-4819	23	3	journal	journal	PROPN
ajoaa-4819	23	4	of	of	ADP
ajoaa-4819	23	5	agriculture	agriculture	NOUN
ajoaa-4819	23	6	and	and	CCONJ
ajoaa-4819	23	7	rural	rural	ADJ
ajoaa-4819	23	8	development	development	NOUN
ajoaa-4819	23	9	volume	volume	NOUN
ajoaa-4819	23	10	13	13	NUM
ajoaa-4819	23	11	,	,	PUNCT
ajoaa-4819	23	12	issue	issue	NOUN
ajoaa-4819	23	13	3	3	NUM
ajoaa-4819	23	14	(	(	PUNCT
ajoaa-4819	23	15	2023	2023	NUM
ajoaa-4819	23	16	):	):	PUNCT
ajoaa-4819	23	17	154	154	NUM
ajoaa-4819	23	18	-	-	SYM
ajoaa-4819	23	19	162	162	NUM
ajoaa-4819	23	20	.	.	PUNCT
ajoaa-4819	24	1	http://www.aessweb.com/journals/5005	http://www.aessweb.com/journals/5005	VERB
ajoaa-4819	24	2	https://orcid.org/0000-0002-3779-3476	https://orcid.org/0000-0002-3779-3476	PROPN
ajoaa-4819	24	3	mailto:xxxxxxxsamatar2020@hotmail.com	mailto:xxxxxxxsamatar2020@hotmail.com	PROPN
ajoaa-4819	24	4	http://www.aessweb.com/journals/5005	http://www.aessweb.com/journals/5005	VERB
ajoaa-4819	24	5	asian	asian	ADJ
ajoaa-4819	24	6	journal	journal	NOUN
ajoaa-4819	24	7	of	of	ADP
ajoaa-4819	24	8	agriculture	agriculture	NOUN
ajoaa-4819	24	9	and	and	CCONJ
ajoaa-4819	24	10	rural	rural	ADJ
ajoaa-4819	24	11	development	development	NOUN
ajoaa-4819	24	12	,	,	PUNCT
ajoaa-4819	24	13	13(3	13(3	NUM
ajoaa-4819	24	14	)	)	PUNCT
ajoaa-4819	24	15	2023	2023	NUM
ajoaa-4819	24	16	:	:	PUNCT
ajoaa-4819	24	17	154	154	NUM
ajoaa-4819	24	18	-	-	SYM
ajoaa-4819	24	19	162	162	NUM
ajoaa-4819	24	20	155	155	NUM
ajoaa-4819	24	21	many	many	ADJ
ajoaa-4819	24	22	countries	country	NOUN
ajoaa-4819	24	23	across	across	ADP
ajoaa-4819	24	24	the	the	DET
ajoaa-4819	24	25	african	african	ADJ
ajoaa-4819	24	26	continent	continent	NOUN
ajoaa-4819	24	27	,	,	PUNCT
ajoaa-4819	24	28	agriculture	agriculture	NOUN
ajoaa-4819	24	29	is	be	AUX
ajoaa-4819	24	30	still	still	ADV
ajoaa-4819	24	31	one	one	NUM
ajoaa-4819	24	32	of	of	ADP
ajoaa-4819	24	33	the	the	DET
ajoaa-4819	24	34	most	most	ADV
ajoaa-4819	24	35	significant	significant	ADJ
ajoaa-4819	24	36	economic	economic	ADJ
ajoaa-4819	24	37	sectors	sector	NOUN
ajoaa-4819	24	38	and	and	CCONJ
ajoaa-4819	24	39	a	a	DET
ajoaa-4819	24	40	major	major	ADJ
ajoaa-4819	24	41	source	source	NOUN
ajoaa-4819	24	42	of	of	ADP
ajoaa-4819	24	43	employment	employment	NOUN
ajoaa-4819	24	44	and	and	CCONJ
ajoaa-4819	24	45	livelihood	livelihood	NOUN
ajoaa-4819	24	46	.	.	PUNCT
ajoaa-4819	25	1	the	the	DET
ajoaa-4819	25	2	agriculture	agriculture	NOUN
ajoaa-4819	25	3	sector	sector	NOUN
ajoaa-4819	25	4	accounts	account	VERB
ajoaa-4819	25	5	for	for	ADP
ajoaa-4819	25	6	around	around	ADV
ajoaa-4819	25	7	14	14	NUM
ajoaa-4819	25	8	%	%	NOUN
ajoaa-4819	25	9	of	of	ADP
ajoaa-4819	25	10	the	the	DET
ajoaa-4819	25	11	total	total	ADJ
ajoaa-4819	25	12	gross	gross	ADJ
ajoaa-4819	25	13	domestic	domestic	ADJ
ajoaa-4819	25	14	product	product	NOUN
ajoaa-4819	25	15	(	(	PUNCT
ajoaa-4819	25	16	gdp	gdp	NOUN
ajoaa-4819	25	17	)	)	PUNCT
ajoaa-4819	25	18	of	of	ADP
ajoaa-4819	25	19	the	the	DET
ajoaa-4819	25	20	nations	nation	NOUN
ajoaa-4819	25	21	in	in	ADP
ajoaa-4819	25	22	the	the	DET
ajoaa-4819	25	23	sub	sub	ADJ
ajoaa-4819	25	24	-	-	ADJ
ajoaa-4819	25	25	saharan	saharan	ADJ
ajoaa-4819	25	26	african	african	ADJ
ajoaa-4819	25	27	(	(	PUNCT
ajoaa-4819	25	28	ssa	ssa	NOUN
ajoaa-4819	25	29	)	)	PUNCT
ajoaa-4819	25	30	region	region	NOUN
ajoaa-4819	25	31	,	,	PUNCT
ajoaa-4819	25	32	and	and	CCONJ
ajoaa-4819	25	33	it	it	PRON
ajoaa-4819	25	34	employs	employ	VERB
ajoaa-4819	25	35	the	the	DET
ajoaa-4819	25	36	vast	vast	ADJ
ajoaa-4819	25	37	majority	majority	NOUN
ajoaa-4819	25	38	of	of	ADP
ajoaa-4819	25	39	the	the	DET
ajoaa-4819	25	40	continent	continent	NOUN
ajoaa-4819	25	41	's	's	PART
ajoaa-4819	25	42	working	work	VERB
ajoaa-4819	25	43	population	population	NOUN
ajoaa-4819	25	44	(	(	PUNCT
ajoaa-4819	25	45	obg	obg	NOUN
ajoaa-4819	25	46	,	,	PUNCT
ajoaa-4819	25	47	2021	2021	NUM
ajoaa-4819	25	48	)	)	PUNCT
ajoaa-4819	25	49	.	.	PUNCT
ajoaa-4819	26	1	the	the	DET
ajoaa-4819	26	2	agricultural	agricultural	ADJ
ajoaa-4819	26	3	industry	industry	NOUN
ajoaa-4819	26	4	in	in	ADP
ajoaa-4819	26	5	africa	africa	PROPN
ajoaa-4819	26	6	has	have	AUX
ajoaa-4819	26	7	shown	show	VERB
ajoaa-4819	26	8	promising	promising	ADJ
ajoaa-4819	26	9	signs	sign	NOUN
ajoaa-4819	26	10	of	of	ADP
ajoaa-4819	26	11	development	development	NOUN
ajoaa-4819	26	12	in	in	ADP
ajoaa-4819	26	13	recent	recent	ADJ
ajoaa-4819	26	14	years	year	NOUN
ajoaa-4819	26	15	,	,	PUNCT
ajoaa-4819	26	16	with	with	ADP
ajoaa-4819	26	17	agricultural	agricultural	ADJ
ajoaa-4819	26	18	production	production	NOUN
ajoaa-4819	26	19	growing	grow	VERB
ajoaa-4819	26	20	by	by	ADP
ajoaa-4819	26	21	13	13	NUM
ajoaa-4819	26	22	%	%	NOUN
ajoaa-4819	26	23	per	per	ADP
ajoaa-4819	26	24	year	year	NOUN
ajoaa-4819	26	25	between	between	ADP
ajoaa-4819	26	26	2015	2015	NUM
ajoaa-4819	26	27	and	and	CCONJ
ajoaa-4819	26	28	2020	2020	NUM
ajoaa-4819	26	29	(	(	PUNCT
ajoaa-4819	26	30	afdb	afdb	PROPN
ajoaa-4819	26	31	,	,	PUNCT
ajoaa-4819	26	32	2021	2021	NUM
ajoaa-4819	26	33	)	)	PUNCT
ajoaa-4819	26	34	.	.	PUNCT
ajoaa-4819	27	1	despite	despite	SCONJ
ajoaa-4819	27	2	this	this	DET
ajoaa-4819	27	3	progress	progress	NOUN
ajoaa-4819	27	4	,	,	PUNCT
ajoaa-4819	27	5	however	however	ADV
ajoaa-4819	27	6	,	,	PUNCT
ajoaa-4819	27	7	the	the	DET
ajoaa-4819	27	8	agricultural	agricultural	ADJ
ajoaa-4819	27	9	sector	sector	NOUN
ajoaa-4819	27	10	continues	continue	VERB
ajoaa-4819	27	11	to	to	PART
ajoaa-4819	27	12	be	be	AUX
ajoaa-4819	27	13	characterized	characterize	VERB
ajoaa-4819	27	14	by	by	ADP
ajoaa-4819	27	15	low	low	ADJ
ajoaa-4819	27	16	technology	technology	NOUN
ajoaa-4819	27	17	,	,	PUNCT
ajoaa-4819	27	18	rainfed	rainfed	ADJ
ajoaa-4819	27	19	farming	farming	NOUN
ajoaa-4819	27	20	,	,	PUNCT
ajoaa-4819	27	21	and	and	CCONJ
ajoaa-4819	27	22	small	small	ADJ
ajoaa-4819	27	23	-	-	PUNCT
ajoaa-4819	27	24	scale	scale	NOUN
ajoaa-4819	27	25	farmers	farmer	NOUN
ajoaa-4819	27	26	with	with	ADP
ajoaa-4819	27	27	limited	limited	ADJ
ajoaa-4819	27	28	irrigation	irrigation	NOUN
ajoaa-4819	27	29	systems	system	NOUN
ajoaa-4819	27	30	(	(	PUNCT
ajoaa-4819	27	31	jellason	jellason	PROPN
ajoaa-4819	27	32	,	,	PUNCT
ajoaa-4819	27	33	robinson	robinson	PROPN
ajoaa-4819	27	34	,	,	PUNCT
ajoaa-4819	27	35	&	&	CCONJ
ajoaa-4819	27	36	ogbaga	ogbaga	NOUN
ajoaa-4819	27	37	,	,	PUNCT
ajoaa-4819	27	38	2021	2021	NUM
ajoaa-4819	27	39	)	)	PUNCT
ajoaa-4819	27	40	.	.	PUNCT
ajoaa-4819	28	1	on	on	ADP
ajoaa-4819	28	2	top	top	NOUN
ajoaa-4819	28	3	of	of	ADP
ajoaa-4819	28	4	that	that	PRON
ajoaa-4819	28	5	,	,	PUNCT
ajoaa-4819	28	6	the	the	DET
ajoaa-4819	28	7	agricultural	agricultural	ADJ
ajoaa-4819	28	8	sector	sector	NOUN
ajoaa-4819	28	9	faces	face	VERB
ajoaa-4819	28	10	institutional	institutional	ADJ
ajoaa-4819	28	11	challenges	challenge	NOUN
ajoaa-4819	28	12	and	and	CCONJ
ajoaa-4819	28	13	negligence	negligence	NOUN
ajoaa-4819	28	14	(	(	PUNCT
ajoaa-4819	28	15	goyal	goyal	PROPN
ajoaa-4819	28	16	&	&	CCONJ
ajoaa-4819	28	17	nash	nash	PROPN
ajoaa-4819	28	18	,	,	PUNCT
ajoaa-4819	28	19	2017	2017	NUM
ajoaa-4819	28	20	)	)	PUNCT
ajoaa-4819	28	21	.	.	PUNCT
ajoaa-4819	29	1	recurrent	recurrent	ADJ
ajoaa-4819	29	2	droughts	drought	NOUN
ajoaa-4819	29	3	,	,	PUNCT
ajoaa-4819	29	4	floods	flood	NOUN
ajoaa-4819	29	5	,	,	PUNCT
ajoaa-4819	29	6	and	and	CCONJ
ajoaa-4819	29	7	cyclones	cyclone	NOUN
ajoaa-4819	29	8	have	have	AUX
ajoaa-4819	29	9	reduced	reduce	VERB
ajoaa-4819	29	10	agricultural	agricultural	ADJ
ajoaa-4819	29	11	production	production	NOUN
ajoaa-4819	29	12	systems	system	NOUN
ajoaa-4819	29	13	in	in	ADP
ajoaa-4819	29	14	recent	recent	ADJ
ajoaa-4819	29	15	years	year	NOUN
ajoaa-4819	29	16	,	,	PUNCT
ajoaa-4819	29	17	and	and	CCONJ
ajoaa-4819	29	18	many	many	ADJ
ajoaa-4819	29	19	african	african	ADJ
ajoaa-4819	29	20	countries	country	NOUN
ajoaa-4819	29	21	are	be	AUX
ajoaa-4819	29	22	dealing	deal	VERB
ajoaa-4819	29	23	with	with	ADP
ajoaa-4819	29	24	transboundary	transboundary	ADJ
ajoaa-4819	29	25	animal	animal	NOUN
ajoaa-4819	29	26	diseases	disease	NOUN
ajoaa-4819	29	27	and	and	CCONJ
ajoaa-4819	29	28	pest	pest	VERB
ajoaa-4819	29	29	invasions	invasion	NOUN
ajoaa-4819	29	30	,	,	PUNCT
ajoaa-4819	29	31	such	such	ADJ
ajoaa-4819	29	32	as	as	ADP
ajoaa-4819	29	33	the	the	DET
ajoaa-4819	29	34	peste	peste	PROPN
ajoaa-4819	29	35	des	des	PROPN
ajoaa-4819	29	36	petits	petits	PROPN
ajoaa-4819	29	37	ruminants	ruminants	PROPN
ajoaa-4819	29	38	virus	virus	NOUN
ajoaa-4819	29	39	,	,	PUNCT
ajoaa-4819	29	40	desert	desert	NOUN
ajoaa-4819	29	41	locust	locust	NOUN
ajoaa-4819	29	42	invasions	invasion	NOUN
ajoaa-4819	29	43	,	,	PUNCT
ajoaa-4819	29	44	and	and	CCONJ
ajoaa-4819	29	45	swarms	swarm	NOUN
ajoaa-4819	29	46	,	,	PUNCT
ajoaa-4819	29	47	a	a	DET
ajoaa-4819	29	48	situation	situation	NOUN
ajoaa-4819	29	49	exacerbated	exacerbate	VERB
ajoaa-4819	29	50	by	by	ADP
ajoaa-4819	29	51	covid-19	covid-19	PROPN
ajoaa-4819	29	52	disruptions	disruption	NOUN
ajoaa-4819	29	53	(	(	PUNCT
ajoaa-4819	29	54	afdb	afdb	PROPN
ajoaa-4819	29	55	,	,	PUNCT
ajoaa-4819	29	56	2021	2021	NUM
ajoaa-4819	29	57	)	)	PUNCT
ajoaa-4819	29	58	.	.	PUNCT
ajoaa-4819	30	1	the	the	DET
ajoaa-4819	30	2	agricultural	agricultural	ADJ
ajoaa-4819	30	3	industry	industry	NOUN
ajoaa-4819	30	4	provides	provide	VERB
ajoaa-4819	30	5	significant	significant	ADJ
ajoaa-4819	30	6	employment	employment	NOUN
ajoaa-4819	30	7	opportunities	opportunity	NOUN
ajoaa-4819	30	8	across	across	ADP
ajoaa-4819	30	9	the	the	DET
ajoaa-4819	30	10	african	african	ADJ
ajoaa-4819	30	11	countries	country	NOUN
ajoaa-4819	30	12	.	.	PUNCT
ajoaa-4819	31	1	according	accord	VERB
ajoaa-4819	31	2	to	to	ADP
ajoaa-4819	31	3	statista	statista	NOUN
ajoaa-4819	31	4	(	(	PUNCT
ajoaa-4819	31	5	2022	2022	NUM
ajoaa-4819	31	6	)	)	PUNCT
ajoaa-4819	31	7	,	,	PUNCT
ajoaa-4819	31	8	the	the	DET
ajoaa-4819	31	9	number	number	NOUN
ajoaa-4819	31	10	of	of	ADP
ajoaa-4819	31	11	people	people	NOUN
ajoaa-4819	31	12	engaged	engage	VERB
ajoaa-4819	31	13	in	in	ADP
ajoaa-4819	31	14	africa	africa	PROPN
ajoaa-4819	31	15	's	's	PART
ajoaa-4819	31	16	primary	primary	ADJ
ajoaa-4819	31	17	industry	industry	NOUN
ajoaa-4819	31	18	increased	increase	VERB
ajoaa-4819	31	19	from	from	ADP
ajoaa-4819	31	20	roughly	roughly	ADV
ajoaa-4819	31	21	197	197	NUM
ajoaa-4819	31	22	million	million	NUM
ajoaa-4819	31	23	in	in	ADP
ajoaa-4819	31	24	2011	2011	NUM
ajoaa-4819	31	25	to	to	ADP
ajoaa-4819	31	26	226	226	NUM
ajoaa-4819	31	27	million	million	NUM
ajoaa-4819	31	28	in	in	ADP
ajoaa-4819	31	29	2021	2021	NUM
ajoaa-4819	31	30	.	.	PUNCT
ajoaa-4819	32	1	therefore	therefore	ADV
ajoaa-4819	32	2	,	,	PUNCT
ajoaa-4819	32	3	the	the	DET
ajoaa-4819	32	4	agricultural	agricultural	ADJ
ajoaa-4819	32	5	industry	industry	NOUN
ajoaa-4819	32	6	remains	remain	VERB
ajoaa-4819	32	7	a	a	DET
ajoaa-4819	32	8	pillar	pillar	NOUN
ajoaa-4819	32	9	of	of	ADP
ajoaa-4819	32	10	africa	africa	PROPN
ajoaa-4819	32	11	’s	’s	PART
ajoaa-4819	32	12	economy	economy	NOUN
ajoaa-4819	32	13	,	,	PUNCT
ajoaa-4819	32	14	employing	employ	VERB
ajoaa-4819	32	15	approximately	approximately	ADV
ajoaa-4819	32	16	44	44	NUM
ajoaa-4819	32	17	percent	percent	NOUN
ajoaa-4819	32	18	of	of	ADP
ajoaa-4819	32	19	the	the	DET
ajoaa-4819	32	20	working	work	VERB
ajoaa-4819	32	21	population	population	NOUN
ajoaa-4819	32	22	in	in	ADP
ajoaa-4819	32	23	africa	africa	PROPN
ajoaa-4819	32	24	in	in	ADP
ajoaa-4819	32	25	2020	2020	NUM
ajoaa-4819	32	26	,	,	PUNCT
ajoaa-4819	32	27	strongly	strongly	ADV
ajoaa-4819	32	28	contributing	contribute	VERB
ajoaa-4819	32	29	to	to	ADP
ajoaa-4819	32	30	the	the	DET
ajoaa-4819	32	31	continent	continent	NOUN
ajoaa-4819	32	32	’s	’s	PART
ajoaa-4819	32	33	job	job	NOUN
ajoaa-4819	32	34	market	market	NOUN
ajoaa-4819	32	35	(	(	PUNCT
ajoaa-4819	32	36	statista	statista	NOUN
ajoaa-4819	32	37	,	,	PUNCT
ajoaa-4819	32	38	2022	2022	NUM
ajoaa-4819	32	39	)	)	PUNCT
ajoaa-4819	32	40	.	.	PUNCT
ajoaa-4819	33	1	in	in	ADP
ajoaa-4819	33	2	2021	2021	NUM
ajoaa-4819	33	3	,	,	PUNCT
ajoaa-4819	33	4	the	the	DET
ajoaa-4819	33	5	agriculture	agriculture	NOUN
ajoaa-4819	33	6	sector	sector	NOUN
ajoaa-4819	33	7	represented	represent	VERB
ajoaa-4819	33	8	17	17	NUM
ajoaa-4819	33	9	percent	percent	NOUN
ajoaa-4819	33	10	of	of	ADP
ajoaa-4819	33	11	the	the	DET
ajoaa-4819	33	12	total	total	ADJ
ajoaa-4819	33	13	gdp	gdp	NOUN
ajoaa-4819	33	14	of	of	ADP
ajoaa-4819	33	15	ssa	ssa	PROPN
ajoaa-4819	33	16	countries	country	NOUN
ajoaa-4819	33	17	,	,	PUNCT
ajoaa-4819	33	18	a	a	DET
ajoaa-4819	33	19	slight	slight	ADJ
ajoaa-4819	33	20	growth	growth	NOUN
ajoaa-4819	33	21	of	of	ADP
ajoaa-4819	33	22	only	only	ADV
ajoaa-4819	33	23	2	2	NUM
ajoaa-4819	33	24	percent	percent	NOUN
ajoaa-4819	33	25	compared	compare	VERB
ajoaa-4819	33	26	to	to	ADP
ajoaa-4819	33	27	2011	2011	NUM
ajoaa-4819	33	28	(	(	PUNCT
ajoaa-4819	33	29	galal	galal	PROPN
ajoaa-4819	33	30	,	,	PUNCT
ajoaa-4819	33	31	2023	2023	NUM
ajoaa-4819	33	32	)	)	PUNCT
ajoaa-4819	33	33	.	.	PUNCT
ajoaa-4819	34	1	agriculture	agriculture	NOUN
ajoaa-4819	34	2	is	be	AUX
ajoaa-4819	34	3	the	the	DET
ajoaa-4819	34	4	primary	primary	ADJ
ajoaa-4819	34	5	source	source	NOUN
ajoaa-4819	34	6	of	of	ADP
ajoaa-4819	34	7	income	income	NOUN
ajoaa-4819	34	8	for	for	ADP
ajoaa-4819	34	9	more	more	ADJ
ajoaa-4819	34	10	than	than	ADP
ajoaa-4819	34	11	half	half	NOUN
ajoaa-4819	34	12	of	of	ADP
ajoaa-4819	34	13	the	the	DET
ajoaa-4819	34	14	people	people	NOUN
ajoaa-4819	34	15	in	in	ADP
ajoaa-4819	34	16	ssa	ssa	PROPN
ajoaa-4819	34	17	nations	nation	NOUN
ajoaa-4819	34	18	,	,	PUNCT
ajoaa-4819	34	19	making	make	VERB
ajoaa-4819	34	20	it	it	PRON
ajoaa-4819	34	21	a	a	DET
ajoaa-4819	34	22	crucial	crucial	ADJ
ajoaa-4819	34	23	sector	sector	NOUN
ajoaa-4819	34	24	for	for	ADP
ajoaa-4819	34	25	the	the	DET
ajoaa-4819	34	26	expansion	expansion	NOUN
ajoaa-4819	34	27	of	of	ADP
ajoaa-4819	34	28	the	the	DET
ajoaa-4819	34	29	economy	economy	NOUN
ajoaa-4819	34	30	.	.	PUNCT
ajoaa-4819	35	1	even	even	ADV
ajoaa-4819	35	2	though	though	SCONJ
ajoaa-4819	35	3	agriculture	agriculture	NOUN
ajoaa-4819	35	4	is	be	AUX
ajoaa-4819	35	5	widely	widely	ADV
ajoaa-4819	35	6	recognized	recognize	VERB
ajoaa-4819	35	7	as	as	ADP
ajoaa-4819	35	8	vital	vital	ADJ
ajoaa-4819	35	9	to	to	ADP
ajoaa-4819	35	10	the	the	DET
ajoaa-4819	35	11	economy	economy	NOUN
ajoaa-4819	35	12	of	of	ADP
ajoaa-4819	35	13	rural	rural	ADJ
ajoaa-4819	35	14	areas	area	NOUN
ajoaa-4819	35	15	,	,	PUNCT
ajoaa-4819	35	16	a	a	DET
ajoaa-4819	35	17	recent	recent	ADJ
ajoaa-4819	35	18	survey	survey	NOUN
ajoaa-4819	35	19	indicated	indicate	VERB
ajoaa-4819	35	20	that	that	SCONJ
ajoaa-4819	35	21	10–25	10–25	NUM
ajoaa-4819	35	22	%	%	NOUN
ajoaa-4819	35	23	of	of	ADP
ajoaa-4819	35	24	urban	urban	ADJ
ajoaa-4819	35	25	households	household	NOUN
ajoaa-4819	35	26	rely	rely	VERB
ajoaa-4819	35	27	on	on	ADP
ajoaa-4819	35	28	it	it	PRON
ajoaa-4819	35	29	as	as	ADP
ajoaa-4819	35	30	their	their	PRON
ajoaa-4819	35	31	primary	primary	ADJ
ajoaa-4819	35	32	source	source	NOUN
ajoaa-4819	35	33	of	of	ADP
ajoaa-4819	35	34	income	income	NOUN
ajoaa-4819	35	35	as	as	ADV
ajoaa-4819	35	36	well	well	ADV
ajoaa-4819	35	37	(	(	PUNCT
ajoaa-4819	35	38	oecd	oecd	PROPN
ajoaa-4819	35	39	&	&	CCONJ
ajoaa-4819	35	40	fao	fao	PROPN
ajoaa-4819	35	41	,	,	PUNCT
ajoaa-4819	35	42	2016	2016	NUM
ajoaa-4819	35	43	)	)	PUNCT
ajoaa-4819	35	44	.	.	PUNCT
ajoaa-4819	36	1	agriculture	agriculture	PROPN
ajoaa-4819	36	2	continues	continue	VERB
ajoaa-4819	36	3	to	to	PART
ajoaa-4819	36	4	play	play	VERB
ajoaa-4819	36	5	a	a	DET
ajoaa-4819	36	6	crucial	crucial	ADJ
ajoaa-4819	36	7	role	role	NOUN
ajoaa-4819	36	8	in	in	ADP
ajoaa-4819	36	9	somalia	somalia	PROPN
ajoaa-4819	36	10	's	's	PART
ajoaa-4819	36	11	quest	quest	NOUN
ajoaa-4819	36	12	to	to	PART
ajoaa-4819	36	13	lift	lift	VERB
ajoaa-4819	36	14	itself	itself	PRON
ajoaa-4819	36	15	out	out	ADP
ajoaa-4819	36	16	of	of	ADP
ajoaa-4819	36	17	abject	abject	ADJ
ajoaa-4819	36	18	poverty	poverty	NOUN
ajoaa-4819	36	19	and	and	CCONJ
ajoaa-4819	36	20	propel	propel	VERB
ajoaa-4819	36	21	its	its	PRON
ajoaa-4819	36	22	economy	economy	NOUN
ajoaa-4819	36	23	forward	forward	ADV
ajoaa-4819	36	24	.	.	PUNCT
ajoaa-4819	37	1	the	the	DET
ajoaa-4819	37	2	crop	crop	NOUN
ajoaa-4819	37	3	and	and	CCONJ
ajoaa-4819	37	4	livestock	livestock	NOUN
ajoaa-4819	37	5	subsectors	subsector	NOUN
ajoaa-4819	37	6	have	have	AUX
ajoaa-4819	37	7	been	be	AUX
ajoaa-4819	37	8	impacted	impact	VERB
ajoaa-4819	37	9	by	by	ADP
ajoaa-4819	37	10	several	several	ADJ
ajoaa-4819	37	11	factors	factor	NOUN
ajoaa-4819	37	12	,	,	PUNCT
ajoaa-4819	37	13	including	include	VERB
ajoaa-4819	37	14	an	an	DET
ajoaa-4819	37	15	environment	environment	NOUN
ajoaa-4819	37	16	that	that	PRON
ajoaa-4819	37	17	is	be	AUX
ajoaa-4819	37	18	more	more	ADV
ajoaa-4819	37	19	fragile	fragile	ADJ
ajoaa-4819	37	20	and	and	CCONJ
ajoaa-4819	37	21	degraded	degraded	ADJ
ajoaa-4819	37	22	than	than	ADP
ajoaa-4819	37	23	ever	ever	ADV
ajoaa-4819	37	24	before	before	ADV
ajoaa-4819	37	25	,	,	PUNCT
ajoaa-4819	37	26	increased	increase	VERB
ajoaa-4819	37	27	frequency	frequency	NOUN
ajoaa-4819	37	28	and	and	CCONJ
ajoaa-4819	37	29	severity	severity	NOUN
ajoaa-4819	37	30	of	of	ADP
ajoaa-4819	37	31	drought	drought	NOUN
ajoaa-4819	37	32	and	and	CCONJ
ajoaa-4819	37	33	flooding	flooding	NOUN
ajoaa-4819	37	34	cycles	cycle	NOUN
ajoaa-4819	37	35	as	as	ADP
ajoaa-4819	37	36	a	a	DET
ajoaa-4819	37	37	result	result	NOUN
ajoaa-4819	37	38	of	of	ADP
ajoaa-4819	37	39	worsening	worsen	VERB
ajoaa-4819	37	40	climate	climate	NOUN
ajoaa-4819	37	41	change	change	NOUN
ajoaa-4819	37	42	,	,	PUNCT
ajoaa-4819	37	43	and	and	CCONJ
ajoaa-4819	37	44	a	a	DET
ajoaa-4819	37	45	lack	lack	NOUN
ajoaa-4819	37	46	of	of	ADP
ajoaa-4819	37	47	research	research	NOUN
ajoaa-4819	37	48	and	and	CCONJ
ajoaa-4819	37	49	agricultural	agricultural	ADJ
ajoaa-4819	37	50	extension	extension	NOUN
ajoaa-4819	37	51	services	service	NOUN
ajoaa-4819	37	52	.	.	PUNCT
ajoaa-4819	38	1	moreover	moreover	ADV
ajoaa-4819	38	2	,	,	PUNCT
ajoaa-4819	38	3	crop	crop	NOUN
ajoaa-4819	38	4	production	production	NOUN
ajoaa-4819	38	5	is	be	AUX
ajoaa-4819	38	6	severely	severely	ADV
ajoaa-4819	38	7	and	and	CCONJ
ajoaa-4819	38	8	continuously	continuously	ADV
ajoaa-4819	38	9	affected	affect	VERB
ajoaa-4819	38	10	by	by	ADP
ajoaa-4819	38	11	insecurity	insecurity	NOUN
ajoaa-4819	38	12	in	in	ADP
ajoaa-4819	38	13	the	the	DET
ajoaa-4819	38	14	most	most	ADV
ajoaa-4819	38	15	arable	arable	ADJ
ajoaa-4819	38	16	land	land	NOUN
ajoaa-4819	38	17	of	of	ADP
ajoaa-4819	38	18	somalia	somalia	PROPN
ajoaa-4819	38	19	,	,	PUNCT
ajoaa-4819	38	20	caused	cause	VERB
ajoaa-4819	38	21	by	by	ADP
ajoaa-4819	38	22	weak	weak	ADJ
ajoaa-4819	38	23	government	government	NOUN
ajoaa-4819	38	24	institutions	institution	NOUN
ajoaa-4819	38	25	,	,	PUNCT
ajoaa-4819	38	26	recurrent	recurrent	ADJ
ajoaa-4819	38	27	floods	flood	NOUN
ajoaa-4819	38	28	,	,	PUNCT
ajoaa-4819	38	29	and	and	CCONJ
ajoaa-4819	38	30	infrastructure	infrastructure	NOUN
ajoaa-4819	38	31	problems	problem	NOUN
ajoaa-4819	38	32	(	(	PUNCT
ajoaa-4819	38	33	world	world	PROPN
ajoaa-4819	38	34	bank	bank	PROPN
ajoaa-4819	38	35	&	&	CCONJ
ajoaa-4819	38	36	fao	fao	PROPN
ajoaa-4819	38	37	,	,	PUNCT
ajoaa-4819	38	38	2018a	2018a	NUM
ajoaa-4819	38	39	)	)	PUNCT
ajoaa-4819	38	40	.	.	PUNCT
ajoaa-4819	39	1	despite	despite	SCONJ
ajoaa-4819	39	2	the	the	DET
ajoaa-4819	39	3	difficulties	difficulty	NOUN
ajoaa-4819	39	4	encountered	encounter	VERB
ajoaa-4819	39	5	by	by	ADP
ajoaa-4819	39	6	the	the	DET
ajoaa-4819	39	7	crop	crop	NOUN
ajoaa-4819	39	8	and	and	CCONJ
ajoaa-4819	39	9	livestock	livestock	NOUN
ajoaa-4819	39	10	subsectors	subsector	NOUN
ajoaa-4819	39	11	over	over	ADP
ajoaa-4819	39	12	the	the	DET
ajoaa-4819	39	13	past	past	ADJ
ajoaa-4819	39	14	three	three	NUM
ajoaa-4819	39	15	decades	decade	NOUN
ajoaa-4819	39	16	,	,	PUNCT
ajoaa-4819	39	17	the	the	DET
ajoaa-4819	39	18	agricultural	agricultural	ADJ
ajoaa-4819	39	19	sector	sector	NOUN
ajoaa-4819	39	20	continues	continue	VERB
ajoaa-4819	39	21	to	to	PART
ajoaa-4819	39	22	be	be	AUX
ajoaa-4819	39	23	the	the	DET
ajoaa-4819	39	24	primary	primary	ADJ
ajoaa-4819	39	25	driver	driver	NOUN
ajoaa-4819	39	26	of	of	ADP
ajoaa-4819	39	27	somalia	somalia	PROPN
ajoaa-4819	39	28	's	's	PART
ajoaa-4819	39	29	economic	economic	ADJ
ajoaa-4819	39	30	activity	activity	NOUN
ajoaa-4819	39	31	,	,	PUNCT
ajoaa-4819	39	32	exports	export	NOUN
ajoaa-4819	39	33	,	,	PUNCT
ajoaa-4819	39	34	and	and	CCONJ
ajoaa-4819	39	35	employment	employment	NOUN
ajoaa-4819	39	36	(	(	PUNCT
ajoaa-4819	39	37	world	world	PROPN
ajoaa-4819	39	38	bank	bank	PROPN
ajoaa-4819	39	39	&	&	CCONJ
ajoaa-4819	39	40	fao	fao	PROPN
ajoaa-4819	39	41	,	,	PUNCT
ajoaa-4819	39	42	2018b	2018b	NUM
ajoaa-4819	39	43	)	)	PUNCT
ajoaa-4819	39	44	.	.	PUNCT
ajoaa-4819	40	1	as	as	ADP
ajoaa-4819	40	2	a	a	DET
ajoaa-4819	40	3	result	result	NOUN
ajoaa-4819	40	4	,	,	PUNCT
ajoaa-4819	40	5	the	the	DET
ajoaa-4819	40	6	long	long	ADJ
ajoaa-4819	40	7	-	-	PUNCT
ajoaa-4819	40	8	term	term	NOUN
ajoaa-4819	40	9	development	development	NOUN
ajoaa-4819	40	10	and	and	CCONJ
ajoaa-4819	40	11	economic	economic	ADJ
ajoaa-4819	40	12	revival	revival	NOUN
ajoaa-4819	40	13	of	of	ADP
ajoaa-4819	40	14	somalia	somalia	PROPN
ajoaa-4819	40	15	depend	depend	VERB
ajoaa-4819	40	16	heavily	heavily	ADV
ajoaa-4819	40	17	on	on	ADP
ajoaa-4819	40	18	these	these	DET
ajoaa-4819	40	19	subsectors	subsector	NOUN
ajoaa-4819	40	20	.	.	PUNCT
ajoaa-4819	41	1	the	the	DET
ajoaa-4819	41	2	agricultural	agricultural	ADJ
ajoaa-4819	41	3	sector	sector	NOUN
ajoaa-4819	41	4	is	be	AUX
ajoaa-4819	41	5	a	a	DET
ajoaa-4819	41	6	major	major	ADJ
ajoaa-4819	41	7	contributor	contributor	NOUN
ajoaa-4819	41	8	to	to	ADP
ajoaa-4819	41	9	somalia	somalia	PROPN
ajoaa-4819	41	10	’s	’s	PART
ajoaa-4819	41	11	gdp	gdp	PROPN
ajoaa-4819	41	12	.	.	PUNCT
ajoaa-4819	42	1	the	the	DET
ajoaa-4819	42	2	livestock	livestock	NOUN
ajoaa-4819	42	3	and	and	CCONJ
ajoaa-4819	42	4	crop	crop	NOUN
ajoaa-4819	42	5	subsectors	subsector	NOUN
ajoaa-4819	42	6	continue	continue	VERB
ajoaa-4819	42	7	to	to	PART
ajoaa-4819	42	8	be	be	AUX
ajoaa-4819	42	9	the	the	DET
ajoaa-4819	42	10	main	main	ADJ
ajoaa-4819	42	11	drivers	driver	NOUN
ajoaa-4819	42	12	and	and	CCONJ
ajoaa-4819	42	13	backbone	backbone	NOUN
ajoaa-4819	42	14	of	of	ADP
ajoaa-4819	42	15	economic	economic	ADJ
ajoaa-4819	42	16	activities	activity	NOUN
ajoaa-4819	42	17	,	,	PUNCT
ajoaa-4819	42	18	exports	export	NOUN
ajoaa-4819	42	19	,	,	PUNCT
ajoaa-4819	42	20	and	and	CCONJ
ajoaa-4819	42	21	employment	employment	NOUN
ajoaa-4819	42	22	in	in	ADP
ajoaa-4819	42	23	somalia	somalia	PROPN
ajoaa-4819	42	24	.	.	PUNCT
ajoaa-4819	43	1	the	the	DET
ajoaa-4819	43	2	agriculture	agriculture	NOUN
ajoaa-4819	43	3	sector	sector	NOUN
ajoaa-4819	43	4	is	be	AUX
ajoaa-4819	43	5	responsible	responsible	ADJ
ajoaa-4819	43	6	for	for	ADP
ajoaa-4819	43	7	more	more	ADJ
ajoaa-4819	43	8	than	than	ADP
ajoaa-4819	43	9	75	75	NUM
ajoaa-4819	43	10	percent	percent	NOUN
ajoaa-4819	43	11	of	of	ADP
ajoaa-4819	43	12	somalia	somalia	PROPN
ajoaa-4819	43	13	's	's	PART
ajoaa-4819	43	14	gdp	gdp	NOUN
ajoaa-4819	43	15	and	and	CCONJ
ajoaa-4819	43	16	93	93	NUM
ajoaa-4819	43	17	percent	percent	NOUN
ajoaa-4819	43	18	of	of	ADP
ajoaa-4819	43	19	the	the	DET
ajoaa-4819	43	20	country	country	NOUN
ajoaa-4819	43	21	's	's	PART
ajoaa-4819	43	22	total	total	ADJ
ajoaa-4819	43	23	exports	export	NOUN
ajoaa-4819	43	24	(	(	PUNCT
ajoaa-4819	43	25	world	world	PROPN
ajoaa-4819	43	26	bank	bank	PROPN
ajoaa-4819	43	27	&	&	CCONJ
ajoaa-4819	43	28	fao	fao	PROPN
ajoaa-4819	43	29	,	,	PUNCT
ajoaa-4819	43	30	2018a	2018a	NUM
ajoaa-4819	43	31	)	)	PUNCT
ajoaa-4819	43	32	.	.	PUNCT
ajoaa-4819	44	1	the	the	DET
ajoaa-4819	44	2	livestock	livestock	NOUN
ajoaa-4819	44	3	subsector	subsector	NOUN
ajoaa-4819	44	4	represents	represent	VERB
ajoaa-4819	44	5	80	80	NUM
ajoaa-4819	44	6	percent	percent	NOUN
ajoaa-4819	44	7	of	of	ADP
ajoaa-4819	44	8	somalia	somalia	PROPN
ajoaa-4819	44	9	’s	’s	PART
ajoaa-4819	44	10	total	total	ADJ
ajoaa-4819	44	11	exports	export	NOUN
ajoaa-4819	44	12	,	,	PUNCT
ajoaa-4819	44	13	which	which	PRON
ajoaa-4819	44	14	makes	make	VERB
ajoaa-4819	44	15	this	this	DET
ajoaa-4819	44	16	subsector	subsector	NOUN
ajoaa-4819	44	17	the	the	DET
ajoaa-4819	44	18	major	major	ADJ
ajoaa-4819	44	19	contributor	contributor	NOUN
ajoaa-4819	44	20	to	to	ADP
ajoaa-4819	44	21	the	the	DET
ajoaa-4819	44	22	livelihoods	livelihood	NOUN
ajoaa-4819	44	23	of	of	ADP
ajoaa-4819	44	24	the	the	DET
ajoaa-4819	44	25	people	people	NOUN
ajoaa-4819	44	26	,	,	PUNCT
ajoaa-4819	44	27	with	with	ADP
ajoaa-4819	44	28	65	65	NUM
ajoaa-4819	44	29	percent	percent	NOUN
ajoaa-4819	44	30	of	of	ADP
ajoaa-4819	44	31	the	the	DET
ajoaa-4819	44	32	population	population	NOUN
ajoaa-4819	44	33	in	in	ADP
ajoaa-4819	44	34	some	some	DET
ajoaa-4819	44	35	way	way	NOUN
ajoaa-4819	44	36	engaged	engage	VERB
ajoaa-4819	44	37	in	in	ADP
ajoaa-4819	44	38	this	this	DET
ajoaa-4819	44	39	industry	industry	NOUN
ajoaa-4819	44	40	.	.	PUNCT
ajoaa-4819	45	1	however	however	ADV
ajoaa-4819	45	2	,	,	PUNCT
ajoaa-4819	45	3	the	the	DET
ajoaa-4819	45	4	somali	somali	ADJ
ajoaa-4819	45	5	federal	federal	ADJ
ajoaa-4819	45	6	government	government	NOUN
ajoaa-4819	45	7	only	only	ADV
ajoaa-4819	45	8	spends	spend	VERB
ajoaa-4819	45	9	1.54	1.54	NUM
ajoaa-4819	45	10	percent	percent	NOUN
ajoaa-4819	45	11	of	of	ADP
ajoaa-4819	45	12	its	its	PRON
ajoaa-4819	45	13	budget	budget	NOUN
ajoaa-4819	45	14	on	on	ADP
ajoaa-4819	45	15	the	the	DET
ajoaa-4819	45	16	agricultural	agricultural	ADJ
ajoaa-4819	45	17	sector	sector	NOUN
ajoaa-4819	45	18	(	(	PUNCT
ajoaa-4819	45	19	federal	federal	PROPN
ajoaa-4819	45	20	republic	republic	NOUN
ajoaa-4819	45	21	of	of	ADP
ajoaa-4819	45	22	somalia	somalia	PROPN
ajoaa-4819	45	23	,	,	PUNCT
ajoaa-4819	45	24	2022	2022	NUM
ajoaa-4819	45	25	)	)	PUNCT
ajoaa-4819	45	26	.	.	PUNCT
ajoaa-4819	46	1	in	in	ADP
ajoaa-4819	46	2	somalia	somalia	PROPN
ajoaa-4819	46	3	,	,	PUNCT
ajoaa-4819	46	4	agriculture	agriculture	NOUN
ajoaa-4819	46	5	is	be	AUX
ajoaa-4819	46	6	not	not	PART
ajoaa-4819	46	7	only	only	ADV
ajoaa-4819	46	8	an	an	DET
ajoaa-4819	46	9	important	important	ADJ
ajoaa-4819	46	10	economic	economic	ADJ
ajoaa-4819	46	11	activity	activity	NOUN
ajoaa-4819	46	12	that	that	PRON
ajoaa-4819	46	13	meets	meet	VERB
ajoaa-4819	46	14	the	the	DET
ajoaa-4819	46	15	population	population	NOUN
ajoaa-4819	46	16	’s	’s	PART
ajoaa-4819	46	17	food	food	NOUN
ajoaa-4819	46	18	needs	need	NOUN
ajoaa-4819	46	19	but	but	CCONJ
ajoaa-4819	46	20	also	also	ADV
ajoaa-4819	46	21	a	a	DET
ajoaa-4819	46	22	critical	critical	ADJ
ajoaa-4819	46	23	sector	sector	NOUN
ajoaa-4819	46	24	in	in	ADP
ajoaa-4819	46	25	terms	term	NOUN
ajoaa-4819	46	26	of	of	ADP
ajoaa-4819	46	27	providing	provide	VERB
ajoaa-4819	46	28	labor	labor	NOUN
ajoaa-4819	46	29	opportunities	opportunity	NOUN
ajoaa-4819	46	30	and	and	CCONJ
ajoaa-4819	46	31	income	income	NOUN
ajoaa-4819	46	32	generation	generation	NOUN
ajoaa-4819	46	33	activities	activity	NOUN
ajoaa-4819	46	34	through	through	ADP
ajoaa-4819	46	35	crop	crop	NOUN
ajoaa-4819	46	36	sales	sale	NOUN
ajoaa-4819	46	37	.	.	PUNCT
ajoaa-4819	47	1	agriculture	agriculture	NOUN
ajoaa-4819	47	2	employs	employ	VERB
ajoaa-4819	47	3	more	more	ADJ
ajoaa-4819	47	4	than	than	ADP
ajoaa-4819	47	5	46	46	NUM
ajoaa-4819	47	6	percent	percent	NOUN
ajoaa-4819	47	7	of	of	ADP
ajoaa-4819	47	8	all	all	DET
ajoaa-4819	47	9	employed	employ	VERB
ajoaa-4819	47	10	people	people	NOUN
ajoaa-4819	47	11	;	;	PUNCT
ajoaa-4819	47	12	crop	crop	NOUN
ajoaa-4819	47	13	cultivation	cultivation	NOUN
ajoaa-4819	47	14	activities	activity	NOUN
ajoaa-4819	47	15	employ	employ	VERB
ajoaa-4819	47	16	25	25	NUM
ajoaa-4819	47	17	percent	percent	NOUN
ajoaa-4819	47	18	,	,	PUNCT
ajoaa-4819	47	19	9	9	NUM
ajoaa-4819	47	20	percent	percent	NOUN
ajoaa-4819	47	21	are	be	AUX
ajoaa-4819	47	22	involved	involve	VERB
ajoaa-4819	47	23	in	in	ADP
ajoaa-4819	47	24	herding	herding	NOUN
ajoaa-4819	47	25	,	,	PUNCT
ajoaa-4819	47	26	the	the	DET
ajoaa-4819	47	27	fishery	fishery	NOUN
ajoaa-4819	47	28	subsector	subsector	NOUN
ajoaa-4819	47	29	employs	employ	VERB
ajoaa-4819	47	30	4	4	NUM
ajoaa-4819	47	31	percent	percent	NOUN
ajoaa-4819	47	32	,	,	PUNCT
ajoaa-4819	47	33	and	and	CCONJ
ajoaa-4819	47	34	9	9	NUM
ajoaa-4819	47	35	percent	percent	NOUN
ajoaa-4819	47	36	are	be	AUX
ajoaa-4819	47	37	employed	employ	VERB
ajoaa-4819	47	38	in	in	ADP
ajoaa-4819	47	39	other	other	ADJ
ajoaa-4819	47	40	activities	activity	NOUN
ajoaa-4819	47	41	related	relate	VERB
ajoaa-4819	47	42	to	to	ADP
ajoaa-4819	47	43	agriculture	agriculture	NOUN
ajoaa-4819	47	44	,	,	PUNCT
ajoaa-4819	47	45	such	such	ADJ
ajoaa-4819	47	46	as	as	ADP
ajoaa-4819	47	47	agro	agro	NOUN
ajoaa-4819	47	48	-	-	PUNCT
ajoaa-4819	47	49	processing	processing	NOUN
ajoaa-4819	47	50	and	and	CCONJ
ajoaa-4819	47	51	forestry	forestry	NOUN
ajoaa-4819	47	52	(	(	PUNCT
ajoaa-4819	47	53	world	world	PROPN
ajoaa-4819	47	54	bank	bank	PROPN
ajoaa-4819	47	55	&	&	CCONJ
ajoaa-4819	47	56	fao	fao	PROPN
ajoaa-4819	47	57	,	,	PUNCT
ajoaa-4819	47	58	2018b	2018b	NUM
ajoaa-4819	47	59	)	)	PUNCT
ajoaa-4819	47	60	.	.	PUNCT
ajoaa-4819	48	1	climate	climate	NOUN
ajoaa-4819	48	2	change	change	NOUN
ajoaa-4819	48	3	has	have	AUX
ajoaa-4819	48	4	made	make	VERB
ajoaa-4819	48	5	somalia	somalia	PROPN
ajoaa-4819	48	6	one	one	NUM
ajoaa-4819	48	7	of	of	ADP
ajoaa-4819	48	8	the	the	DET
ajoaa-4819	48	9	world	world	NOUN
ajoaa-4819	48	10	’s	’s	PART
ajoaa-4819	48	11	most	most	ADV
ajoaa-4819	48	12	vulnerable	vulnerable	ADJ
ajoaa-4819	48	13	countries	country	NOUN
ajoaa-4819	48	14	as	as	SCONJ
ajoaa-4819	48	15	demonstrated	demonstrate	VERB
ajoaa-4819	48	16	by	by	ADP
ajoaa-4819	48	17	the	the	DET
ajoaa-4819	48	18	past	past	ADJ
ajoaa-4819	48	19	three	three	NUM
ajoaa-4819	48	20	decades	decade	NOUN
ajoaa-4819	48	21	of	of	ADP
ajoaa-4819	48	22	unpredictable	unpredictable	ADJ
ajoaa-4819	48	23	rainfall	rainfall	NOUN
ajoaa-4819	48	24	patterns	pattern	NOUN
ajoaa-4819	48	25	,	,	PUNCT
ajoaa-4819	48	26	rising	rise	VERB
ajoaa-4819	48	27	temperatures	temperature	NOUN
ajoaa-4819	48	28	,	,	PUNCT
ajoaa-4819	48	29	droughts	drought	NOUN
ajoaa-4819	48	30	,	,	PUNCT
ajoaa-4819	48	31	and	and	CCONJ
ajoaa-4819	48	32	floods	flood	NOUN
ajoaa-4819	48	33	,	,	PUNCT
ajoaa-4819	48	34	compounded	compound	VERB
ajoaa-4819	48	35	by	by	ADP
ajoaa-4819	48	36	instability	instability	NOUN
ajoaa-4819	48	37	that	that	PRON
ajoaa-4819	48	38	has	have	AUX
ajoaa-4819	48	39	hindered	hinder	VERB
ajoaa-4819	48	40	the	the	DET
ajoaa-4819	48	41	mobility	mobility	NOUN
ajoaa-4819	48	42	of	of	ADP
ajoaa-4819	48	43	businesses	business	NOUN
ajoaa-4819	48	44	people	people	NOUN
ajoaa-4819	48	45	,	,	PUNCT
ajoaa-4819	48	46	especially	especially	ADV
ajoaa-4819	48	47	women	woman	NOUN
ajoaa-4819	48	48	.	.	PUNCT
ajoaa-4819	49	1	this	this	PRON
ajoaa-4819	49	2	has	have	AUX
ajoaa-4819	49	3	negatively	negatively	ADV
ajoaa-4819	49	4	affected	affect	VERB
ajoaa-4819	49	5	the	the	DET
ajoaa-4819	49	6	agricultural	agricultural	ADJ
ajoaa-4819	49	7	subsectors	subsector	NOUN
ajoaa-4819	49	8	and	and	CCONJ
ajoaa-4819	49	9	posed	pose	VERB
ajoaa-4819	49	10	a	a	DET
ajoaa-4819	49	11	threat	threat	NOUN
ajoaa-4819	49	12	to	to	ADP
ajoaa-4819	49	13	social	social	ADJ
ajoaa-4819	49	14	economic	economic	ADJ
ajoaa-4819	49	15	development	development	NOUN
ajoaa-4819	49	16	.	.	PUNCT
ajoaa-4819	50	1	despite	despite	SCONJ
ajoaa-4819	50	2	these	these	DET
ajoaa-4819	50	3	difficulties	difficulty	NOUN
ajoaa-4819	50	4	,	,	PUNCT
ajoaa-4819	50	5	however	however	ADV
ajoaa-4819	50	6	,	,	PUNCT
ajoaa-4819	50	7	the	the	DET
ajoaa-4819	50	8	production	production	NOUN
ajoaa-4819	50	9	of	of	ADP
ajoaa-4819	50	10	crops	crop	NOUN
ajoaa-4819	50	11	and	and	CCONJ
ajoaa-4819	50	12	livestock	livestock	NOUN
ajoaa-4819	50	13	continues	continue	VERB
ajoaa-4819	50	14	to	to	PART
ajoaa-4819	50	15	be	be	AUX
ajoaa-4819	50	16	a	a	DET
ajoaa-4819	50	17	primary	primary	ADJ
ajoaa-4819	50	18	driver	driver	NOUN
ajoaa-4819	50	19	of	of	ADP
ajoaa-4819	50	20	economic	economic	ADJ
ajoaa-4819	50	21	activity	activity	NOUN
ajoaa-4819	50	22	and	and	CCONJ
ajoaa-4819	50	23	a	a	DET
ajoaa-4819	50	24	provider	provider	NOUN
ajoaa-4819	50	25	of	of	ADP
ajoaa-4819	50	26	employment	employment	NOUN
ajoaa-4819	50	27	and	and	CCONJ
ajoaa-4819	50	28	,	,	PUNCT
ajoaa-4819	50	29	most	most	ADV
ajoaa-4819	50	30	significantly	significantly	ADV
ajoaa-4819	50	31	,	,	PUNCT
ajoaa-4819	50	32	exports	export	NOUN
ajoaa-4819	50	33	.	.	PUNCT
ajoaa-4819	51	1	food	food	NOUN
ajoaa-4819	51	2	imports	import	NOUN
ajoaa-4819	51	3	have	have	AUX
ajoaa-4819	51	4	surged	surge	VERB
ajoaa-4819	51	5	due	due	ADJ
ajoaa-4819	51	6	to	to	ADP
ajoaa-4819	51	7	a	a	DET
ajoaa-4819	51	8	combination	combination	NOUN
ajoaa-4819	51	9	of	of	ADP
ajoaa-4819	51	10	the	the	DET
ajoaa-4819	51	11	collapse	collapse	NOUN
ajoaa-4819	51	12	of	of	ADP
ajoaa-4819	51	13	domestic	domestic	ADJ
ajoaa-4819	51	14	crop	crop	NOUN
ajoaa-4819	51	15	production	production	NOUN
ajoaa-4819	51	16	and	and	CCONJ
ajoaa-4819	51	17	rising	rise	VERB
ajoaa-4819	51	18	domestic	domestic	ADJ
ajoaa-4819	51	19	food	food	NOUN
ajoaa-4819	51	20	demand	demand	NOUN
ajoaa-4819	51	21	fueled	fuel	VERB
ajoaa-4819	51	22	by	by	ADP
ajoaa-4819	51	23	fast	fast	ADJ
ajoaa-4819	51	24	population	population	NOUN
ajoaa-4819	51	25	growth	growth	NOUN
ajoaa-4819	51	26	and	and	CCONJ
ajoaa-4819	51	27	urbanization	urbanization	NOUN
ajoaa-4819	51	28	.	.	PUNCT
ajoaa-4819	52	1	food	food	NOUN
ajoaa-4819	52	2	imports	import	NOUN
ajoaa-4819	52	3	reached	reach	VERB
ajoaa-4819	52	4	about	about	ADV
ajoaa-4819	52	5	$	$	SYM
ajoaa-4819	52	6	1.5	1.5	NUM
ajoaa-4819	52	7	billion	billion	NUM
ajoaa-4819	52	8	in	in	ADP
ajoaa-4819	52	9	2015	2015	NUM
ajoaa-4819	52	10	,	,	PUNCT
ajoaa-4819	52	11	up	up	ADV
ajoaa-4819	52	12	from	from	ADP
ajoaa-4819	52	13	an	an	DET
ajoaa-4819	52	14	annual	annual	ADJ
ajoaa-4819	52	15	average	average	NOUN
ajoaa-4819	52	16	of	of	ADP
ajoaa-4819	52	17	$	$	SYM
ajoaa-4819	52	18	82	82	NUM
ajoaa-4819	52	19	million	million	NUM
ajoaa-4819	52	20	in	in	ADP
ajoaa-4819	52	21	the	the	DET
ajoaa-4819	52	22	late	late	ADJ
ajoaa-4819	52	23	1980s	1980	NOUN
ajoaa-4819	52	24	(	(	PUNCT
ajoaa-4819	52	25	world	world	PROPN
ajoaa-4819	52	26	bank	bank	PROPN
ajoaa-4819	52	27	&	&	CCONJ
ajoaa-4819	52	28	fao	fao	PROPN
ajoaa-4819	52	29	,	,	PUNCT
ajoaa-4819	52	30	2018b	2018b	NUM
ajoaa-4819	52	31	)	)	PUNCT
ajoaa-4819	52	32	.	.	PUNCT
ajoaa-4819	53	1	the	the	DET
ajoaa-4819	53	2	absence	absence	NOUN
ajoaa-4819	53	3	of	of	ADP
ajoaa-4819	53	4	short	short	ADJ
ajoaa-4819	53	5	-	-	PUNCT
ajoaa-4819	53	6	term	term	NOUN
ajoaa-4819	53	7	and	and	CCONJ
ajoaa-4819	53	8	long	long	ADJ
ajoaa-4819	53	9	-	-	PUNCT
ajoaa-4819	53	10	term	term	NOUN
ajoaa-4819	53	11	recovery	recovery	NOUN
ajoaa-4819	53	12	strategies	strategy	NOUN
ajoaa-4819	53	13	for	for	ADP
ajoaa-4819	53	14	agricultural	agricultural	ADJ
ajoaa-4819	53	15	production	production	NOUN
ajoaa-4819	53	16	in	in	ADP
ajoaa-4819	53	17	somalia	somalia	PROPN
ajoaa-4819	53	18	increases	increase	VERB
ajoaa-4819	53	19	the	the	DET
ajoaa-4819	53	20	vulnerability	vulnerability	NOUN
ajoaa-4819	53	21	of	of	ADP
ajoaa-4819	53	22	the	the	DET
ajoaa-4819	53	23	sector	sector	NOUN
ajoaa-4819	53	24	.	.	PUNCT
ajoaa-4819	54	1	it	it	PRON
ajoaa-4819	54	2	has	have	AUX
ajoaa-4819	54	3	been	be	AUX
ajoaa-4819	54	4	more	more	ADJ
ajoaa-4819	54	5	than	than	ADP
ajoaa-4819	54	6	four	four	NUM
ajoaa-4819	54	7	decades	decade	NOUN
ajoaa-4819	54	8	since	since	SCONJ
ajoaa-4819	54	9	somalia	somalia	PROPN
ajoaa-4819	54	10	has	have	AUX
ajoaa-4819	54	11	seen	see	VERB
ajoaa-4819	54	12	a	a	DET
ajoaa-4819	54	13	scenario	scenario	NOUN
ajoaa-4819	54	14	like	like	ADP
ajoaa-4819	54	15	the	the	DET
ajoaa-4819	54	16	present	present	ADJ
ajoaa-4819	54	17	drought	drought	NOUN
ajoaa-4819	54	18	,	,	PUNCT
ajoaa-4819	54	19	which	which	PRON
ajoaa-4819	54	20	is	be	AUX
ajoaa-4819	54	21	anticipated	anticipate	VERB
ajoaa-4819	54	22	to	to	PART
ajoaa-4819	54	23	be	be	AUX
ajoaa-4819	54	24	the	the	DET
ajoaa-4819	54	25	country	country	NOUN
ajoaa-4819	54	26	's	's	PART
ajoaa-4819	54	27	fifth	fifth	ADJ
ajoaa-4819	54	28	unsuccessful	unsuccessful	ADJ
ajoaa-4819	54	29	rainy	rainy	ADJ
ajoaa-4819	54	30	season	season	NOUN
ajoaa-4819	54	31	in	in	ADP
ajoaa-4819	54	32	a	a	DET
ajoaa-4819	54	33	row	row	NOUN
ajoaa-4819	54	34	(	(	PUNCT
ajoaa-4819	54	35	nrc	nrc	PROPN
ajoaa-4819	54	36	,	,	PUNCT
ajoaa-4819	54	37	2022	2022	NUM
ajoaa-4819	54	38	;	;	PUNCT
ajoaa-4819	54	39	ocha	ocha	NUM
ajoaa-4819	54	40	,	,	PUNCT
ajoaa-4819	54	41	2022a	2022a	NUM
ajoaa-4819	54	42	)	)	PUNCT
ajoaa-4819	54	43	.	.	PUNCT
ajoaa-4819	55	1	more	more	ADJ
ajoaa-4819	55	2	than	than	ADP
ajoaa-4819	55	3	90	90	NUM
ajoaa-4819	55	4	percent	percent	NOUN
ajoaa-4819	55	5	of	of	ADP
ajoaa-4819	55	6	the	the	DET
ajoaa-4819	55	7	country	country	NOUN
ajoaa-4819	55	8	is	be	AUX
ajoaa-4819	55	9	now	now	ADV
ajoaa-4819	55	10	affected	affect	VERB
ajoaa-4819	55	11	by	by	ADP
ajoaa-4819	55	12	drought	drought	NOUN
ajoaa-4819	55	13	conditions	condition	NOUN
ajoaa-4819	55	14	ranging	range	VERB
ajoaa-4819	55	15	from	from	ADP
ajoaa-4819	55	16	severe	severe	ADJ
ajoaa-4819	55	17	to	to	ADP
ajoaa-4819	55	18	extreme	extreme	ADJ
ajoaa-4819	55	19	,	,	PUNCT
ajoaa-4819	55	20	with	with	ADP
ajoaa-4819	55	21	7.1	7.1	NUM
ajoaa-4819	55	22	million	million	NUM
ajoaa-4819	55	23	people	people	NOUN
ajoaa-4819	55	24	thought	think	VERB
ajoaa-4819	55	25	to	to	PART
ajoaa-4819	55	26	be	be	AUX
ajoaa-4819	55	27	suffering	suffer	VERB
ajoaa-4819	55	28	from	from	ADP
ajoaa-4819	55	29	severe	severe	ADJ
ajoaa-4819	55	30	food	food	NOUN
ajoaa-4819	55	31	insecurity	insecurity	NOUN
ajoaa-4819	55	32	(	(	PUNCT
ajoaa-4819	55	33	ocha	ocha	ADJ
ajoaa-4819	55	34	,	,	PUNCT
ajoaa-4819	55	35	2022b	2022b	NUM
ajoaa-4819	55	36	)	)	PUNCT
ajoaa-4819	55	37	.	.	PUNCT
ajoaa-4819	56	1	livestock	livestock	NOUN
ajoaa-4819	56	2	farming	farming	NOUN
ajoaa-4819	56	3	,	,	PUNCT
ajoaa-4819	56	4	agriculture	agriculture	NOUN
ajoaa-4819	56	5	,	,	PUNCT
ajoaa-4819	56	6	and	and	CCONJ
ajoaa-4819	56	7	fisheries	fishery	NOUN
ajoaa-4819	56	8	are	be	AUX
ajoaa-4819	56	9	the	the	DET
ajoaa-4819	56	10	most	most	ADV
ajoaa-4819	56	11	important	important	ADJ
ajoaa-4819	56	12	economic	economic	ADJ
ajoaa-4819	56	13	sectors	sector	NOUN
ajoaa-4819	56	14	in	in	ADP
ajoaa-4819	56	15	somalia	somalia	PROPN
ajoaa-4819	56	16	.	.	PUNCT
ajoaa-4819	57	1	about	about	ADV
ajoaa-4819	57	2	half	half	NOUN
ajoaa-4819	57	3	of	of	ADP
ajoaa-4819	57	4	somalia	somalia	PROPN
ajoaa-4819	57	5	's	's	PART
ajoaa-4819	57	6	food	food	NOUN
ajoaa-4819	57	7	needs	need	NOUN
ajoaa-4819	57	8	are	be	AUX
ajoaa-4819	57	9	fulfilled	fulfil	VERB
ajoaa-4819	57	10	by	by	ADP
ajoaa-4819	57	11	domestic	domestic	ADJ
ajoaa-4819	57	12	production	production	NOUN
ajoaa-4819	57	13	,	,	PUNCT
ajoaa-4819	57	14	making	make	VERB
ajoaa-4819	57	15	the	the	DET
ajoaa-4819	57	16	country	country	NOUN
ajoaa-4819	57	17	heavily	heavily	ADV
ajoaa-4819	57	18	reliant	reliant	ADJ
ajoaa-4819	57	19	on	on	ADP
ajoaa-4819	57	20	agriculture	agriculture	NOUN
ajoaa-4819	57	21	(	(	PUNCT
ajoaa-4819	57	22	world	world	PROPN
ajoaa-4819	57	23	bank	bank	PROPN
ajoaa-4819	57	24	&	&	CCONJ
ajoaa-4819	57	25	fao	fao	PROPN
ajoaa-4819	57	26	,	,	PUNCT
ajoaa-4819	57	27	2018a	2018a	NUM
ajoaa-4819	57	28	)	)	PUNCT
ajoaa-4819	57	29	.	.	PUNCT
ajoaa-4819	58	1	agricultural	agricultural	ADJ
ajoaa-4819	58	2	production	production	NOUN
ajoaa-4819	58	3	remains	remain	VERB
ajoaa-4819	58	4	the	the	DET
ajoaa-4819	58	5	backbone	backbone	NOUN
ajoaa-4819	58	6	of	of	ADP
ajoaa-4819	58	7	somalia	somalia	PROPN
ajoaa-4819	58	8	's	's	PART
ajoaa-4819	58	9	economic	economic	ADJ
ajoaa-4819	58	10	development	development	NOUN
ajoaa-4819	58	11	.	.	PUNCT
ajoaa-4819	59	1	the	the	DET
ajoaa-4819	59	2	agricultural	agricultural	ADJ
ajoaa-4819	59	3	sector	sector	NOUN
ajoaa-4819	59	4	is	be	AUX
ajoaa-4819	59	5	not	not	PART
ajoaa-4819	59	6	only	only	ADV
ajoaa-4819	59	7	important	important	ADJ
ajoaa-4819	59	8	in	in	ADP
ajoaa-4819	59	9	meeting	meet	VERB
ajoaa-4819	59	10	somalia	somalia	PROPN
ajoaa-4819	59	11	’s	’s	PART
ajoaa-4819	59	12	food	food	NOUN
ajoaa-4819	59	13	needs	need	NOUN
ajoaa-4819	59	14	,	,	PUNCT
ajoaa-4819	59	15	but	but	CCONJ
ajoaa-4819	59	16	it	it	PRON
ajoaa-4819	59	17	is	be	AUX
ajoaa-4819	59	18	also	also	ADV
ajoaa-4819	59	19	important	important	ADJ
ajoaa-4819	59	20	in	in	ADP
ajoaa-4819	59	21	terms	term	NOUN
ajoaa-4819	59	22	of	of	ADP
ajoaa-4819	59	23	incomegenerating	incomegenerate	VERB
ajoaa-4819	59	24	activities	activity	NOUN
ajoaa-4819	59	25	(	(	PUNCT
ajoaa-4819	59	26	igas	iga	NOUN
ajoaa-4819	59	27	)	)	PUNCT
ajoaa-4819	59	28	through	through	ADP
ajoaa-4819	59	29	crop	crop	NOUN
ajoaa-4819	59	30	production	production	NOUN
ajoaa-4819	59	31	,	,	PUNCT
ajoaa-4819	59	32	crop	crop	NOUN
ajoaa-4819	59	33	sales	sale	NOUN
ajoaa-4819	59	34	,	,	PUNCT
ajoaa-4819	59	35	and	and	CCONJ
ajoaa-4819	59	36	employment	employment	NOUN
ajoaa-4819	59	37	opportunities	opportunity	NOUN
ajoaa-4819	59	38	.	.	PUNCT
ajoaa-4819	60	1	the	the	DET
ajoaa-4819	60	2	gu	gu	NOUN
ajoaa-4819	60	3	season	season	NOUN
ajoaa-4819	60	4	,	,	PUNCT
ajoaa-4819	60	5	which	which	PRON
ajoaa-4819	60	6	lasts	last	VERB
ajoaa-4819	60	7	from	from	ADP
ajoaa-4819	60	8	april	april	PROPN
ajoaa-4819	60	9	to	to	ADP
ajoaa-4819	60	10	june	june	PROPN
ajoaa-4819	60	11	,	,	PUNCT
ajoaa-4819	60	12	and	and	CCONJ
ajoaa-4819	60	13	the	the	DET
ajoaa-4819	60	14	deyr	deyr	ADJ
ajoaa-4819	60	15	season	season	NOUN
ajoaa-4819	60	16	,	,	PUNCT
ajoaa-4819	60	17	which	which	PRON
ajoaa-4819	60	18	runs	run	VERB
ajoaa-4819	60	19	from	from	ADP
ajoaa-4819	60	20	october	october	PROPN
ajoaa-4819	60	21	to	to	ADP
ajoaa-4819	60	22	december	december	PROPN
ajoaa-4819	60	23	,	,	PUNCT
ajoaa-4819	60	24	are	be	AUX
ajoaa-4819	60	25	the	the	DET
ajoaa-4819	60	26	two	two	NUM
ajoaa-4819	60	27	primary	primary	ADJ
ajoaa-4819	60	28	bimodal	bimodal	NOUN
ajoaa-4819	60	29	rainfall	rainfall	NOUN
ajoaa-4819	60	30	agricultural	agricultural	ADJ
ajoaa-4819	60	31	seasons	season	NOUN
ajoaa-4819	60	32	in	in	ADP
ajoaa-4819	60	33	somalia	somalia	PROPN
ajoaa-4819	60	34	(	(	PUNCT
ajoaa-4819	60	35	somalia	somalia	PROPN
ajoaa-4819	60	36	:	:	PUNCT
ajoaa-4819	60	37	shocks	shock	NOUN
ajoaa-4819	60	38	,	,	PUNCT
ajoaa-4819	60	39	agricultural	agricultural	ADJ
ajoaa-4819	60	40	livelihoods	livelihood	NOUN
ajoaa-4819	60	41	and	and	CCONJ
ajoaa-4819	60	42	food	food	NOUN
ajoaa-4819	60	43	security	security	NOUN
ajoaa-4819	60	44	–	–	PUNCT
ajoaa-4819	60	45	monitoring	monitor	VERB
ajoaa-4819	60	46	report	report	NOUN
ajoaa-4819	60	47	–	–	PUNCT
ajoaa-4819	60	48	november	november	PROPN
ajoaa-4819	60	49	2021	2021	NUM
ajoaa-4819	60	50	)	)	PUNCT
ajoaa-4819	60	51	.	.	PUNCT
ajoaa-4819	61	1	between	between	ADP
ajoaa-4819	61	2	1960	1960	NUM
ajoaa-4819	61	3	and	and	CCONJ
ajoaa-4819	61	4	1969	1969	NUM
ajoaa-4819	61	5	,	,	PUNCT
ajoaa-4819	61	6	somalia	somalia	PROPN
ajoaa-4819	61	7	was	be	AUX
ajoaa-4819	61	8	nearly	nearly	ADV
ajoaa-4819	61	9	self	self	NOUN
ajoaa-4819	61	10	-	-	PUNCT
ajoaa-4819	61	11	sufficient	sufficient	ADJ
ajoaa-4819	61	12	in	in	ADP
ajoaa-4819	61	13	terms	term	NOUN
ajoaa-4819	61	14	of	of	ADP
ajoaa-4819	61	15	crop	crop	NOUN
ajoaa-4819	61	16	production	production	NOUN
ajoaa-4819	61	17	.	.	PUNCT
ajoaa-4819	62	1	during	during	ADP
ajoaa-4819	62	2	this	this	DET
ajoaa-4819	62	3	period	period	NOUN
ajoaa-4819	62	4	,	,	PUNCT
ajoaa-4819	62	5	the	the	DET
ajoaa-4819	62	6	southern	southern	ADJ
ajoaa-4819	62	7	areas	area	NOUN
ajoaa-4819	62	8	of	of	ADP
ajoaa-4819	62	9	somalia	somalia	PROPN
ajoaa-4819	62	10	were	be	AUX
ajoaa-4819	62	11	responsible	responsible	ADJ
ajoaa-4819	62	12	for	for	ADP
ajoaa-4819	62	13	the	the	DET
ajoaa-4819	62	14	production	production	NOUN
ajoaa-4819	62	15	of	of	ADP
ajoaa-4819	62	16	88	88	NUM
ajoaa-4819	62	17	percent	percent	NOUN
ajoaa-4819	62	18	of	of	ADP
ajoaa-4819	62	19	the	the	DET
ajoaa-4819	62	20	country	country	NOUN
ajoaa-4819	62	21	's	's	PART
ajoaa-4819	62	22	cereals	cereal	NOUN
ajoaa-4819	62	23	(	(	PUNCT
ajoaa-4819	62	24	treakle	treakle	ADJ
ajoaa-4819	62	25	,	,	PUNCT
ajoaa-4819	62	26	1971	1971	NUM
ajoaa-4819	62	27	)	)	PUNCT
ajoaa-4819	62	28	.	.	PUNCT
ajoaa-4819	63	1	additionally	additionally	ADV
ajoaa-4819	63	2	,	,	PUNCT
ajoaa-4819	63	3	in	in	ADP
ajoaa-4819	63	4	the	the	DET
ajoaa-4819	63	5	late	late	ADJ
ajoaa-4819	63	6	1980s	1980	NOUN
ajoaa-4819	63	7	,	,	PUNCT
ajoaa-4819	63	8	somalia	somalia	PROPN
ajoaa-4819	63	9	was	be	AUX
ajoaa-4819	63	10	almost	almost	ADV
ajoaa-4819	63	11	self	self	NOUN
ajoaa-4819	63	12	-	-	PUNCT
ajoaa-4819	63	13	sufficient	sufficient	ADJ
ajoaa-4819	63	14	regarding	regard	VERB
ajoaa-4819	63	15	crop	crop	NOUN
ajoaa-4819	63	16	asian	asian	ADJ
ajoaa-4819	63	17	journal	journal	NOUN
ajoaa-4819	63	18	of	of	ADP
ajoaa-4819	63	19	agriculture	agriculture	NOUN
ajoaa-4819	63	20	and	and	CCONJ
ajoaa-4819	63	21	rural	rural	ADJ
ajoaa-4819	63	22	development	development	NOUN
ajoaa-4819	63	23	,	,	PUNCT
ajoaa-4819	63	24	13(3	13(3	NUM
ajoaa-4819	63	25	)	)	PUNCT
ajoaa-4819	63	26	2023	2023	NUM
ajoaa-4819	63	27	:	:	PUNCT
ajoaa-4819	63	28	154	154	NUM
ajoaa-4819	63	29	-	-	SYM
ajoaa-4819	63	30	162	162	NUM
ajoaa-4819	63	31	156	156	NUM
ajoaa-4819	63	32	production	production	NOUN
ajoaa-4819	63	33	;	;	PUNCT
ajoaa-4819	63	34	however	however	ADV
ajoaa-4819	63	35	,	,	PUNCT
ajoaa-4819	63	36	when	when	SCONJ
ajoaa-4819	63	37	the	the	DET
ajoaa-4819	63	38	civil	civil	ADJ
ajoaa-4819	63	39	war	war	NOUN
ajoaa-4819	63	40	erupted	erupt	VERB
ajoaa-4819	63	41	in	in	ADP
ajoaa-4819	63	42	the	the	DET
ajoaa-4819	63	43	1990s	1990	NOUN
ajoaa-4819	63	44	and	and	CCONJ
ajoaa-4819	63	45	reached	reach	VERB
ajoaa-4819	63	46	the	the	DET
ajoaa-4819	63	47	southern	southern	ADJ
ajoaa-4819	63	48	regions	region	NOUN
ajoaa-4819	63	49	,	,	PUNCT
ajoaa-4819	63	50	which	which	PRON
ajoaa-4819	63	51	are	be	AUX
ajoaa-4819	63	52	somalia	somalia	PROPN
ajoaa-4819	63	53	’s	’s	PART
ajoaa-4819	63	54	main	main	ADJ
ajoaa-4819	63	55	agricultural	agricultural	ADJ
ajoaa-4819	63	56	areas	area	NOUN
ajoaa-4819	63	57	,	,	PUNCT
ajoaa-4819	63	58	the	the	DET
ajoaa-4819	63	59	country	country	NOUN
ajoaa-4819	63	60	developed	develop	VERB
ajoaa-4819	63	61	a	a	DET
ajoaa-4819	63	62	chronic	chronic	ADJ
ajoaa-4819	63	63	food	food	NOUN
ajoaa-4819	63	64	crop	crop	NOUN
ajoaa-4819	63	65	deficit	deficit	NOUN
ajoaa-4819	63	66	(	(	PUNCT
ajoaa-4819	63	67	world	world	PROPN
ajoaa-4819	63	68	bank	bank	PROPN
ajoaa-4819	63	69	&	&	CCONJ
ajoaa-4819	63	70	fao	fao	PROPN
ajoaa-4819	63	71	,	,	PUNCT
ajoaa-4819	63	72	2018b	2018b	NUM
ajoaa-4819	63	73	)	)	PUNCT
ajoaa-4819	63	74	.	.	PUNCT
ajoaa-4819	64	1	historical	historical	ADJ
ajoaa-4819	64	2	records	record	NOUN
ajoaa-4819	64	3	show	show	VERB
ajoaa-4819	64	4	that	that	SCONJ
ajoaa-4819	64	5	pests	pest	NOUN
ajoaa-4819	64	6	,	,	PUNCT
ajoaa-4819	64	7	droughts	drought	NOUN
ajoaa-4819	64	8	,	,	PUNCT
ajoaa-4819	64	9	floods	flood	NOUN
ajoaa-4819	64	10	,	,	PUNCT
ajoaa-4819	64	11	and	and	CCONJ
ajoaa-4819	64	12	conflict	conflict	NOUN
ajoaa-4819	64	13	-	-	PUNCT
ajoaa-4819	64	14	related	relate	VERB
ajoaa-4819	64	15	disruptions	disruption	NOUN
ajoaa-4819	64	16	seriously	seriously	ADV
ajoaa-4819	64	17	affected	affect	VERB
ajoaa-4819	64	18	crop	crop	NOUN
ajoaa-4819	64	19	cultivation	cultivation	NOUN
ajoaa-4819	64	20	in	in	ADP
ajoaa-4819	64	21	the	the	DET
ajoaa-4819	64	22	southern	southern	ADJ
ajoaa-4819	64	23	regions	region	NOUN
ajoaa-4819	64	24	of	of	ADP
ajoaa-4819	64	25	somalia	somalia	PROPN
ajoaa-4819	64	26	from	from	ADP
ajoaa-4819	64	27	1995	1995	NUM
ajoaa-4819	64	28	to	to	ADP
ajoaa-4819	64	29	2021	2021	NUM
ajoaa-4819	64	30	(	(	PUNCT
ajoaa-4819	64	31	fews	fews	ADJ
ajoaa-4819	64	32	-	-	PUNCT
ajoaa-4819	64	33	net	net	NOUN
ajoaa-4819	64	34	&	&	CCONJ
ajoaa-4819	64	35	fsnau	fsnau	PROPN
ajoaa-4819	64	36	,	,	PUNCT
ajoaa-4819	64	37	2022	2022	NUM
ajoaa-4819	64	38	)	)	PUNCT
ajoaa-4819	64	39	.	.	PUNCT
ajoaa-4819	65	1	if	if	SCONJ
ajoaa-4819	65	2	somalia	somalia	PROPN
ajoaa-4819	65	3	’s	’s	PART
ajoaa-4819	65	4	agricultural	agricultural	ADJ
ajoaa-4819	65	5	sector	sector	NOUN
ajoaa-4819	65	6	could	could	AUX
ajoaa-4819	65	7	be	be	AUX
ajoaa-4819	65	8	strengthened	strengthen	VERB
ajoaa-4819	65	9	through	through	ADP
ajoaa-4819	65	10	increased	increase	VERB
ajoaa-4819	65	11	exports	export	NOUN
ajoaa-4819	65	12	,	,	PUNCT
ajoaa-4819	65	13	it	it	PRON
ajoaa-4819	65	14	would	would	AUX
ajoaa-4819	65	15	provide	provide	VERB
ajoaa-4819	65	16	better	well	ADJ
ajoaa-4819	65	17	food	food	NOUN
ajoaa-4819	65	18	security	security	NOUN
ajoaa-4819	65	19	and	and	CCONJ
ajoaa-4819	65	20	improve	improve	VERB
ajoaa-4819	65	21	employment	employment	NOUN
ajoaa-4819	65	22	opportunities	opportunity	NOUN
ajoaa-4819	65	23	for	for	ADP
ajoaa-4819	65	24	young	young	ADJ
ajoaa-4819	65	25	people	people	NOUN
ajoaa-4819	65	26	.	.	PUNCT
ajoaa-4819	66	1	however	however	ADV
ajoaa-4819	66	2	,	,	PUNCT
ajoaa-4819	66	3	the	the	DET
ajoaa-4819	66	4	country	country	NOUN
ajoaa-4819	66	5	’s	’s	PART
ajoaa-4819	66	6	susceptibility	susceptibility	NOUN
ajoaa-4819	66	7	to	to	ADP
ajoaa-4819	66	8	drought	drought	NOUN
ajoaa-4819	66	9	,	,	PUNCT
ajoaa-4819	66	10	floods	flood	NOUN
ajoaa-4819	66	11	,	,	PUNCT
ajoaa-4819	66	12	and	and	CCONJ
ajoaa-4819	66	13	climate	climate	NOUN
ajoaa-4819	66	14	change	change	NOUN
ajoaa-4819	66	15	,	,	PUNCT
ajoaa-4819	66	16	as	as	ADV
ajoaa-4819	66	17	well	well	ADV
ajoaa-4819	66	18	as	as	ADP
ajoaa-4819	66	19	its	its	PRON
ajoaa-4819	66	20	low	low	ADJ
ajoaa-4819	66	21	level	level	NOUN
ajoaa-4819	66	22	of	of	ADP
ajoaa-4819	66	23	productivity	productivity	NOUN
ajoaa-4819	66	24	,	,	PUNCT
ajoaa-4819	66	25	limit	limit	VERB
ajoaa-4819	66	26	this	this	DET
ajoaa-4819	66	27	potential	potential	NOUN
ajoaa-4819	66	28	(	(	PUNCT
ajoaa-4819	66	29	federal	federal	ADJ
ajoaa-4819	66	30	republic	republic	NOUN
ajoaa-4819	66	31	of	of	ADP
ajoaa-4819	66	32	somalia	somalia	PROPN
ajoaa-4819	66	33	,	,	PUNCT
ajoaa-4819	66	34	2022	2022	NUM
ajoaa-4819	66	35	)	)	PUNCT
ajoaa-4819	66	36	.	.	PUNCT
ajoaa-4819	67	1	according	accord	VERB
ajoaa-4819	67	2	to	to	ADP
ajoaa-4819	67	3	treakle	treakle	NOUN
ajoaa-4819	67	4	(	(	PUNCT
ajoaa-4819	67	5	1971	1971	NUM
ajoaa-4819	67	6	)	)	PUNCT
ajoaa-4819	67	7	,	,	PUNCT
ajoaa-4819	67	8	approximately	approximately	ADV
ajoaa-4819	67	9	12.5	12.5	NUM
ajoaa-4819	67	10	percent	percent	NOUN
ajoaa-4819	67	11	of	of	ADP
ajoaa-4819	67	12	the	the	DET
ajoaa-4819	67	13	total	total	ADJ
ajoaa-4819	67	14	land	land	NOUN
ajoaa-4819	67	15	area	area	NOUN
ajoaa-4819	67	16	,	,	PUNCT
ajoaa-4819	67	17	or	or	CCONJ
ajoaa-4819	67	18	approximately	approximately	ADV
ajoaa-4819	67	19	20	20	NUM
ajoaa-4819	67	20	million	million	NUM
ajoaa-4819	67	21	acres	acre	NOUN
ajoaa-4819	67	22	,	,	PUNCT
ajoaa-4819	67	23	is	be	AUX
ajoaa-4819	67	24	suitable	suitable	ADJ
ajoaa-4819	67	25	for	for	ADP
ajoaa-4819	67	26	cultivation	cultivation	NOUN
ajoaa-4819	67	27	;	;	PUNCT
ajoaa-4819	67	28	however	however	ADV
ajoaa-4819	67	29	,	,	PUNCT
ajoaa-4819	67	30	only	only	ADV
ajoaa-4819	67	31	1	1	NUM
ajoaa-4819	67	32	percent	percent	NOUN
ajoaa-4819	67	33	of	of	ADP
ajoaa-4819	67	34	this	this	DET
ajoaa-4819	67	35	land	land	NOUN
ajoaa-4819	67	36	area	area	NOUN
ajoaa-4819	67	37	is	be	AUX
ajoaa-4819	67	38	cropped	crop	VERB
ajoaa-4819	67	39	.	.	PUNCT
ajoaa-4819	68	1	in	in	ADP
ajoaa-4819	68	2	comparison	comparison	NOUN
ajoaa-4819	68	3	,	,	PUNCT
ajoaa-4819	68	4	approximately	approximately	ADV
ajoaa-4819	68	5	84.6	84.6	NUM
ajoaa-4819	68	6	million	million	NUM
ajoaa-4819	68	7	acres	acre	NOUN
ajoaa-4819	68	8	,	,	PUNCT
ajoaa-4819	68	9	or	or	CCONJ
ajoaa-4819	68	10	approximately	approximately	ADV
ajoaa-4819	68	11	55	55	NUM
ajoaa-4819	68	12	percent	percent	NOUN
ajoaa-4819	68	13	of	of	ADP
ajoaa-4819	68	14	the	the	DET
ajoaa-4819	68	15	land	land	NOUN
ajoaa-4819	68	16	area	area	NOUN
ajoaa-4819	68	17	,	,	PUNCT
ajoaa-4819	68	18	is	be	AUX
ajoaa-4819	68	19	used	use	VERB
ajoaa-4819	68	20	for	for	ADP
ajoaa-4819	68	21	seasonal	seasonal	ADJ
ajoaa-4819	68	22	grazing	grazing	NOUN
ajoaa-4819	68	23	and	and	CCONJ
ajoaa-4819	68	24	browsing	browse	VERB
ajoaa-4819	68	25	(	(	PUNCT
ajoaa-4819	68	26	treakle	treakle	ADJ
ajoaa-4819	68	27	,	,	PUNCT
ajoaa-4819	68	28	1971	1971	NUM
ajoaa-4819	68	29	)	)	PUNCT
ajoaa-4819	68	30	.	.	PUNCT
ajoaa-4819	69	1	over	over	ADP
ajoaa-4819	69	2	the	the	DET
ajoaa-4819	69	3	past	past	ADJ
ajoaa-4819	69	4	three	three	NUM
ajoaa-4819	69	5	decades	decade	NOUN
ajoaa-4819	69	6	,	,	PUNCT
ajoaa-4819	69	7	somalia	somalia	PROPN
ajoaa-4819	69	8	has	have	AUX
ajoaa-4819	69	9	been	be	AUX
ajoaa-4819	69	10	affected	affect	VERB
ajoaa-4819	69	11	by	by	ADP
ajoaa-4819	69	12	several	several	ADJ
ajoaa-4819	69	13	shocks	shock	NOUN
ajoaa-4819	69	14	:	:	PUNCT
ajoaa-4819	69	15	civil	civil	ADJ
ajoaa-4819	69	16	conflicts	conflict	NOUN
ajoaa-4819	69	17	,	,	PUNCT
ajoaa-4819	69	18	recurrent	recurrent	ADJ
ajoaa-4819	69	19	droughts	drought	NOUN
ajoaa-4819	69	20	and	and	CCONJ
ajoaa-4819	69	21	floods	flood	NOUN
ajoaa-4819	69	22	,	,	PUNCT
ajoaa-4819	69	23	locust	locust	NOUN
ajoaa-4819	69	24	invasions	invasion	NOUN
ajoaa-4819	69	25	,	,	PUNCT
ajoaa-4819	69	26	and	and	CCONJ
ajoaa-4819	69	27	more	more	ADV
ajoaa-4819	69	28	recently	recently	ADV
ajoaa-4819	69	29	the	the	DET
ajoaa-4819	69	30	covid-19	covid-19	PROPN
ajoaa-4819	69	31	pandemic	pandemic	NOUN
ajoaa-4819	69	32	that	that	PRON
ajoaa-4819	69	33	disrupted	disrupt	VERB
ajoaa-4819	69	34	world	world	NOUN
ajoaa-4819	69	35	economics	economic	NOUN
ajoaa-4819	69	36	.	.	PUNCT
ajoaa-4819	70	1	agricultural	agricultural	ADJ
ajoaa-4819	70	2	production	production	NOUN
ajoaa-4819	70	3	studies	study	NOUN
ajoaa-4819	70	4	in	in	ADP
ajoaa-4819	70	5	somalia	somalia	PROPN
ajoaa-4819	70	6	,	,	PUNCT
ajoaa-4819	70	7	however	however	ADV
ajoaa-4819	70	8	,	,	PUNCT
ajoaa-4819	70	9	are	be	AUX
ajoaa-4819	70	10	scarce	scarce	ADJ
ajoaa-4819	70	11	and	and	CCONJ
ajoaa-4819	70	12	insufficient	insufficient	ADJ
ajoaa-4819	70	13	to	to	PART
ajoaa-4819	70	14	provide	provide	VERB
ajoaa-4819	70	15	trustworthy	trustworthy	ADJ
ajoaa-4819	70	16	information	information	NOUN
ajoaa-4819	70	17	on	on	ADP
ajoaa-4819	70	18	agricultural	agricultural	ADJ
ajoaa-4819	70	19	productivity	productivity	NOUN
ajoaa-4819	70	20	.	.	PUNCT
ajoaa-4819	71	1	therefore	therefore	ADV
ajoaa-4819	71	2	,	,	PUNCT
ajoaa-4819	71	3	the	the	DET
ajoaa-4819	71	4	major	major	ADJ
ajoaa-4819	71	5	purpose	purpose	NOUN
ajoaa-4819	71	6	of	of	ADP
ajoaa-4819	71	7	this	this	DET
ajoaa-4819	71	8	investigation	investigation	NOUN
ajoaa-4819	71	9	is	be	AUX
ajoaa-4819	71	10	to	to	PART
ajoaa-4819	71	11	analyze	analyze	VERB
ajoaa-4819	71	12	the	the	DET
ajoaa-4819	71	13	elements	element	NOUN
ajoaa-4819	71	14	that	that	PRON
ajoaa-4819	71	15	have	have	AUX
ajoaa-4819	71	16	impacted	impact	VERB
ajoaa-4819	71	17	the	the	DET
ajoaa-4819	71	18	agricultural	agricultural	ADJ
ajoaa-4819	71	19	productivity	productivity	NOUN
ajoaa-4819	71	20	of	of	ADP
ajoaa-4819	71	21	somalia	somalia	PROPN
ajoaa-4819	71	22	between	between	ADP
ajoaa-4819	71	23	1991	1991	NUM
ajoaa-4819	71	24	and	and	CCONJ
ajoaa-4819	71	25	2020	2020	NUM
ajoaa-4819	71	26	.	.	PUNCT
ajoaa-4819	72	1	the	the	DET
ajoaa-4819	72	2	study	study	NOUN
ajoaa-4819	72	3	used	use	VERB
ajoaa-4819	72	4	the	the	DET
ajoaa-4819	72	5	ardl	ardl	NOUN
ajoaa-4819	72	6	approach	approach	NOUN
ajoaa-4819	72	7	to	to	ADP
ajoaa-4819	72	8	cointegration	cointegration	NOUN
ajoaa-4819	72	9	to	to	PART
ajoaa-4819	72	10	investigate	investigate	VERB
ajoaa-4819	72	11	the	the	DET
ajoaa-4819	72	12	agricultural	agricultural	ADJ
ajoaa-4819	72	13	productivity	productivity	NOUN
ajoaa-4819	72	14	determinants	determinant	NOUN
ajoaa-4819	72	15	in	in	ADP
ajoaa-4819	72	16	both	both	CCONJ
ajoaa-4819	72	17	the	the	DET
ajoaa-4819	72	18	short	short	ADJ
ajoaa-4819	72	19	and	and	CCONJ
ajoaa-4819	72	20	long	long	ADJ
ajoaa-4819	72	21	runs	run	NOUN
ajoaa-4819	72	22	.	.	PUNCT
ajoaa-4819	73	1	to	to	PART
ajoaa-4819	73	2	identify	identify	VERB
ajoaa-4819	73	3	the	the	DET
ajoaa-4819	73	4	agricultural	agricultural	ADJ
ajoaa-4819	73	5	productivity	productivity	NOUN
ajoaa-4819	73	6	determinants	determinant	NOUN
ajoaa-4819	73	7	,	,	PUNCT
ajoaa-4819	73	8	the	the	DET
ajoaa-4819	73	9	cobb	cobb	PROPN
ajoaa-4819	73	10	-	-	PUNCT
ajoaa-4819	73	11	douglas	douglas	PROPN
ajoaa-4819	73	12	production	production	NOUN
ajoaa-4819	73	13	function	function	NOUN
ajoaa-4819	73	14	was	be	AUX
ajoaa-4819	73	15	utilized	utilize	VERB
ajoaa-4819	73	16	as	as	ADP
ajoaa-4819	73	17	the	the	DET
ajoaa-4819	73	18	basis	basis	NOUN
ajoaa-4819	73	19	for	for	ADP
ajoaa-4819	73	20	the	the	DET
ajoaa-4819	73	21	development	development	NOUN
ajoaa-4819	73	22	of	of	ADP
ajoaa-4819	73	23	the	the	DET
ajoaa-4819	73	24	model	model	NOUN
ajoaa-4819	73	25	.	.	PUNCT
ajoaa-4819	74	1	the	the	DET
ajoaa-4819	74	2	neoclassical	neoclassical	ADJ
ajoaa-4819	74	3	production	production	NOUN
ajoaa-4819	74	4	function	function	NOUN
ajoaa-4819	74	5	(	(	PUNCT
ajoaa-4819	74	6	rowley	rowley	NOUN
ajoaa-4819	74	7	,	,	PUNCT
ajoaa-4819	74	8	1972	1972	NUM
ajoaa-4819	74	9	)	)	PUNCT
ajoaa-4819	74	10	was	be	AUX
ajoaa-4819	74	11	used	use	VERB
ajoaa-4819	74	12	as	as	ADP
ajoaa-4819	74	13	the	the	DET
ajoaa-4819	74	14	foundation	foundation	NOUN
ajoaa-4819	74	15	for	for	ADP
ajoaa-4819	74	16	the	the	DET
ajoaa-4819	74	17	model	model	NOUN
ajoaa-4819	74	18	formulation	formulation	NOUN
ajoaa-4819	74	19	,	,	PUNCT
ajoaa-4819	74	20	allowing	allow	VERB
ajoaa-4819	74	21	an	an	DET
ajoaa-4819	74	22	examination	examination	NOUN
ajoaa-4819	74	23	of	of	ADP
ajoaa-4819	74	24	agricultural	agricultural	ADJ
ajoaa-4819	74	25	productivity	productivity	NOUN
ajoaa-4819	74	26	in	in	ADP
ajoaa-4819	74	27	somalia	somalia	PROPN
ajoaa-4819	74	28	by	by	ADP
ajoaa-4819	74	29	including	include	VERB
ajoaa-4819	74	30	macroeconomic	macroeconomic	ADJ
ajoaa-4819	74	31	variables	variable	NOUN
ajoaa-4819	74	32	.	.	PUNCT
ajoaa-4819	75	1	this	this	DET
ajoaa-4819	75	2	paper	paper	NOUN
ajoaa-4819	75	3	is	be	AUX
ajoaa-4819	75	4	organized	organize	VERB
ajoaa-4819	75	5	into	into	ADP
ajoaa-4819	75	6	the	the	DET
ajoaa-4819	75	7	following	follow	VERB
ajoaa-4819	75	8	sections	section	NOUN
ajoaa-4819	75	9	:	:	PUNCT
ajoaa-4819	75	10	section	section	NOUN
ajoaa-4819	75	11	1	1	NUM
ajoaa-4819	75	12	has	have	AUX
ajoaa-4819	75	13	outlined	outline	VERB
ajoaa-4819	75	14	the	the	DET
ajoaa-4819	75	15	background	background	NOUN
ajoaa-4819	75	16	of	of	ADP
ajoaa-4819	75	17	agricultural	agricultural	ADJ
ajoaa-4819	75	18	productivity	productivity	NOUN
ajoaa-4819	75	19	and	and	CCONJ
ajoaa-4819	75	20	the	the	DET
ajoaa-4819	75	21	challenges	challenge	NOUN
ajoaa-4819	75	22	the	the	DET
ajoaa-4819	75	23	sector	sector	NOUN
ajoaa-4819	75	24	is	be	AUX
ajoaa-4819	75	25	facing	face	VERB
ajoaa-4819	75	26	;	;	PUNCT
ajoaa-4819	75	27	section	section	NOUN
ajoaa-4819	75	28	2	2	NUM
ajoaa-4819	75	29	summarizes	summarize	VERB
ajoaa-4819	75	30	the	the	DET
ajoaa-4819	75	31	theoretical	theoretical	ADJ
ajoaa-4819	75	32	and	and	CCONJ
ajoaa-4819	75	33	empirical	empirical	ADJ
ajoaa-4819	75	34	literature	literature	NOUN
ajoaa-4819	75	35	on	on	ADP
ajoaa-4819	75	36	the	the	DET
ajoaa-4819	75	37	subject	subject	NOUN
ajoaa-4819	75	38	;	;	PUNCT
ajoaa-4819	75	39	section	section	NOUN
ajoaa-4819	75	40	3	3	NUM
ajoaa-4819	75	41	discusses	discuss	VERB
ajoaa-4819	75	42	the	the	DET
ajoaa-4819	75	43	study	study	NOUN
ajoaa-4819	75	44	's	's	PART
ajoaa-4819	75	45	methodology	methodology	NOUN
ajoaa-4819	75	46	;	;	PUNCT
ajoaa-4819	75	47	section	section	NOUN
ajoaa-4819	75	48	4	4	NUM
ajoaa-4819	75	49	presents	present	VERB
ajoaa-4819	75	50	the	the	DET
ajoaa-4819	75	51	analysis	analysis	NOUN
ajoaa-4819	75	52	,	,	PUNCT
ajoaa-4819	75	53	findings	finding	NOUN
ajoaa-4819	75	54	,	,	PUNCT
ajoaa-4819	75	55	and	and	CCONJ
ajoaa-4819	75	56	interpretations	interpretation	NOUN
ajoaa-4819	75	57	;	;	PUNCT
ajoaa-4819	75	58	finally	finally	ADV
ajoaa-4819	75	59	,	,	PUNCT
ajoaa-4819	75	60	section	section	NOUN
ajoaa-4819	75	61	5	5	NUM
ajoaa-4819	75	62	concludes	conclude	VERB
ajoaa-4819	75	63	and	and	CCONJ
ajoaa-4819	75	64	offers	offer	VERB
ajoaa-4819	75	65	recommendations	recommendation	NOUN
ajoaa-4819	75	66	.	.	PUNCT
ajoaa-4819	76	1	2	2	X
ajoaa-4819	76	2	.	.	X
ajoaa-4819	76	3	literature	literature	NOUN
ajoaa-4819	76	4	review	review	NOUN
ajoaa-4819	76	5	over	over	ADP
ajoaa-4819	76	6	the	the	DET
ajoaa-4819	76	7	years	year	NOUN
ajoaa-4819	76	8	,	,	PUNCT
ajoaa-4819	76	9	a	a	DET
ajoaa-4819	76	10	lot	lot	NOUN
ajoaa-4819	76	11	of	of	ADP
ajoaa-4819	76	12	research	research	NOUN
ajoaa-4819	76	13	has	have	AUX
ajoaa-4819	76	14	examined	examine	VERB
ajoaa-4819	76	15	the	the	DET
ajoaa-4819	76	16	contributors	contributor	NOUN
ajoaa-4819	76	17	to	to	ADP
ajoaa-4819	76	18	agricultural	agricultural	ADJ
ajoaa-4819	76	19	productivity	productivity	NOUN
ajoaa-4819	76	20	in	in	ADP
ajoaa-4819	76	21	both	both	CCONJ
ajoaa-4819	76	22	developed	developed	ADJ
ajoaa-4819	76	23	and	and	CCONJ
ajoaa-4819	76	24	developing	develop	VERB
ajoaa-4819	76	25	economies	economy	NOUN
ajoaa-4819	76	26	since	since	SCONJ
ajoaa-4819	76	27	increasing	increase	VERB
ajoaa-4819	76	28	agricultural	agricultural	ADJ
ajoaa-4819	76	29	productivity	productivity	NOUN
ajoaa-4819	76	30	by	by	ADP
ajoaa-4819	76	31	introducing	introduce	VERB
ajoaa-4819	76	32	new	new	ADJ
ajoaa-4819	76	33	technologies	technology	NOUN
ajoaa-4819	76	34	and	and	CCONJ
ajoaa-4819	76	35	encouraging	encourage	VERB
ajoaa-4819	76	36	the	the	DET
ajoaa-4819	76	37	growth	growth	NOUN
ajoaa-4819	76	38	of	of	ADP
ajoaa-4819	76	39	the	the	DET
ajoaa-4819	76	40	agriculture	agriculture	NOUN
ajoaa-4819	76	41	sector	sector	NOUN
ajoaa-4819	76	42	to	to	PART
ajoaa-4819	76	43	increase	increase	VERB
ajoaa-4819	76	44	its	its	PRON
ajoaa-4819	76	45	productivity	productivity	NOUN
ajoaa-4819	76	46	is	be	AUX
ajoaa-4819	76	47	one	one	NUM
ajoaa-4819	76	48	of	of	ADP
ajoaa-4819	76	49	the	the	DET
ajoaa-4819	76	50	most	most	ADV
ajoaa-4819	76	51	important	important	ADJ
ajoaa-4819	76	52	goals	goal	NOUN
ajoaa-4819	76	53	of	of	ADP
ajoaa-4819	76	54	governments	government	NOUN
ajoaa-4819	76	55	whose	whose	DET
ajoaa-4819	76	56	economies	economy	NOUN
ajoaa-4819	76	57	are	be	AUX
ajoaa-4819	76	58	dependent	dependent	ADJ
ajoaa-4819	76	59	on	on	ADP
ajoaa-4819	76	60	agriculture	agriculture	NOUN
ajoaa-4819	76	61	.	.	PUNCT
ajoaa-4819	77	1	kakar	kakar	PROPN
ajoaa-4819	77	2	,	,	PUNCT
ajoaa-4819	77	3	kiani	kiani	PROPN
ajoaa-4819	77	4	,	,	PUNCT
ajoaa-4819	77	5	and	and	CCONJ
ajoaa-4819	77	6	baig	baig	PROPN
ajoaa-4819	77	7	(	(	PUNCT
ajoaa-4819	77	8	2016	2016	NUM
ajoaa-4819	77	9	)	)	PUNCT
ajoaa-4819	77	10	conducted	conduct	VERB
ajoaa-4819	77	11	research	research	NOUN
ajoaa-4819	77	12	in	in	ADP
ajoaa-4819	77	13	pakistan	pakistan	PROPN
ajoaa-4819	77	14	over	over	ADP
ajoaa-4819	77	15	the	the	DET
ajoaa-4819	77	16	period	period	NOUN
ajoaa-4819	77	17	from	from	ADP
ajoaa-4819	77	18	1990	1990	NUM
ajoaa-4819	77	19	to	to	ADP
ajoaa-4819	77	20	2017	2017	NUM
ajoaa-4819	77	21	to	to	PART
ajoaa-4819	77	22	determine	determine	VERB
ajoaa-4819	77	23	the	the	DET
ajoaa-4819	77	24	factors	factor	NOUN
ajoaa-4819	77	25	that	that	PRON
ajoaa-4819	77	26	influence	influence	VERB
ajoaa-4819	77	27	agricultural	agricultural	ADJ
ajoaa-4819	77	28	productivity	productivity	NOUN
ajoaa-4819	77	29	.	.	PUNCT
ajoaa-4819	78	1	to	to	PART
ajoaa-4819	78	2	acquire	acquire	VERB
ajoaa-4819	78	3	a	a	DET
ajoaa-4819	78	4	reasonable	reasonable	ADJ
ajoaa-4819	78	5	estimate	estimate	NOUN
ajoaa-4819	78	6	of	of	ADP
ajoaa-4819	78	7	the	the	DET
ajoaa-4819	78	8	multiple	multiple	ADJ
ajoaa-4819	78	9	determinants	determinant	NOUN
ajoaa-4819	78	10	,	,	PUNCT
ajoaa-4819	78	11	the	the	DET
ajoaa-4819	78	12	autoregressive	autoregressive	ADJ
ajoaa-4819	78	13	distributed	distribute	VERB
ajoaa-4819	78	14	lags	lag	NOUN
ajoaa-4819	78	15	(	(	PUNCT
ajoaa-4819	78	16	ardl	ardl	NOUN
ajoaa-4819	78	17	)	)	PUNCT
ajoaa-4819	78	18	technique	technique	NOUN
ajoaa-4819	78	19	was	be	AUX
ajoaa-4819	78	20	applied	apply	VERB
ajoaa-4819	78	21	to	to	PART
ajoaa-4819	78	22	get	get	VERB
ajoaa-4819	78	23	the	the	DET
ajoaa-4819	78	24	best	good	ADJ
ajoaa-4819	78	25	possible	possible	ADJ
ajoaa-4819	78	26	result	result	NOUN
ajoaa-4819	78	27	.	.	PUNCT
ajoaa-4819	79	1	the	the	DET
ajoaa-4819	79	2	findings	finding	NOUN
ajoaa-4819	79	3	of	of	ADP
ajoaa-4819	79	4	the	the	DET
ajoaa-4819	79	5	research	research	NOUN
ajoaa-4819	79	6	indicated	indicate	VERB
ajoaa-4819	79	7	that	that	SCONJ
ajoaa-4819	79	8	rainfall	rainfall	NOUN
ajoaa-4819	79	9	,	,	PUNCT
ajoaa-4819	79	10	the	the	DET
ajoaa-4819	79	11	use	use	NOUN
ajoaa-4819	79	12	of	of	ADP
ajoaa-4819	79	13	fertilizers	fertilizer	NOUN
ajoaa-4819	79	14	,	,	PUNCT
ajoaa-4819	79	15	and	and	CCONJ
ajoaa-4819	79	16	the	the	DET
ajoaa-4819	79	17	availability	availability	NOUN
ajoaa-4819	79	18	of	of	ADP
ajoaa-4819	79	19	agricultural	agricultural	ADJ
ajoaa-4819	79	20	finance	finance	NOUN
ajoaa-4819	79	21	all	all	PRON
ajoaa-4819	79	22	have	have	VERB
ajoaa-4819	79	23	a	a	DET
ajoaa-4819	79	24	favorable	favorable	ADJ
ajoaa-4819	79	25	impact	impact	NOUN
ajoaa-4819	79	26	on	on	ADP
ajoaa-4819	79	27	agricultural	agricultural	ADJ
ajoaa-4819	79	28	productivity	productivity	NOUN
ajoaa-4819	79	29	.	.	PUNCT
ajoaa-4819	80	1	on	on	ADP
ajoaa-4819	80	2	the	the	DET
ajoaa-4819	80	3	other	other	ADJ
ajoaa-4819	80	4	hand	hand	NOUN
ajoaa-4819	80	5	,	,	PUNCT
ajoaa-4819	80	6	the	the	DET
ajoaa-4819	80	7	findings	finding	NOUN
ajoaa-4819	80	8	of	of	ADP
ajoaa-4819	80	9	the	the	DET
ajoaa-4819	80	10	research	research	NOUN
ajoaa-4819	80	11	led	lead	VERB
ajoaa-4819	80	12	the	the	DET
ajoaa-4819	80	13	researchers	researcher	NOUN
ajoaa-4819	80	14	to	to	PART
ajoaa-4819	80	15	conclude	conclude	VERB
ajoaa-4819	80	16	that	that	SCONJ
ajoaa-4819	80	17	the	the	DET
ajoaa-4819	80	18	number	number	NOUN
ajoaa-4819	80	19	of	of	ADP
ajoaa-4819	80	20	people	people	NOUN
ajoaa-4819	80	21	working	work	VERB
ajoaa-4819	80	22	in	in	ADP
ajoaa-4819	80	23	agriculture	agriculture	NOUN
ajoaa-4819	80	24	and	and	CCONJ
ajoaa-4819	80	25	the	the	DET
ajoaa-4819	80	26	usage	usage	NOUN
ajoaa-4819	80	27	of	of	ADP
ajoaa-4819	80	28	pesticides	pesticide	NOUN
ajoaa-4819	80	29	had	have	VERB
ajoaa-4819	80	30	a	a	DET
ajoaa-4819	80	31	positive	positive	ADJ
ajoaa-4819	80	32	correlation	correlation	NOUN
ajoaa-4819	80	33	with	with	ADP
ajoaa-4819	80	34	agricultural	agricultural	ADJ
ajoaa-4819	80	35	output	output	NOUN
ajoaa-4819	80	36	;	;	PUNCT
ajoaa-4819	80	37	however	however	ADV
ajoaa-4819	80	38	,	,	PUNCT
ajoaa-4819	80	39	in	in	ADP
ajoaa-4819	80	40	the	the	DET
ajoaa-4819	80	41	long	long	ADJ
ajoaa-4819	80	42	run	run	NOUN
ajoaa-4819	80	43	,	,	PUNCT
ajoaa-4819	80	44	both	both	DET
ajoaa-4819	80	45	relationships	relationship	NOUN
ajoaa-4819	80	46	became	become	VERB
ajoaa-4819	80	47	statistically	statistically	ADV
ajoaa-4819	80	48	less	less	ADV
ajoaa-4819	80	49	significant	significant	ADJ
ajoaa-4819	80	50	.	.	PUNCT
ajoaa-4819	81	1	nevertheless	nevertheless	ADV
ajoaa-4819	81	2	,	,	PUNCT
ajoaa-4819	81	3	in	in	ADP
ajoaa-4819	81	4	the	the	DET
ajoaa-4819	81	5	short	short	ADJ
ajoaa-4819	81	6	run	run	NOUN
ajoaa-4819	81	7	,	,	PUNCT
ajoaa-4819	81	8	each	each	PRON
ajoaa-4819	81	9	of	of	ADP
ajoaa-4819	81	10	the	the	DET
ajoaa-4819	81	11	elements	element	NOUN
ajoaa-4819	81	12	had	have	VERB
ajoaa-4819	81	13	an	an	DET
ajoaa-4819	81	14	influence	influence	NOUN
ajoaa-4819	81	15	on	on	ADP
ajoaa-4819	81	16	the	the	DET
ajoaa-4819	81	17	rate	rate	NOUN
ajoaa-4819	81	18	of	of	ADP
ajoaa-4819	81	19	agricultural	agricultural	ADJ
ajoaa-4819	81	20	productivity	productivity	NOUN
ajoaa-4819	81	21	that	that	PRON
ajoaa-4819	81	22	was	be	AUX
ajoaa-4819	81	23	both	both	CCONJ
ajoaa-4819	81	24	positive	positive	ADJ
ajoaa-4819	81	25	and	and	CCONJ
ajoaa-4819	81	26	substantial	substantial	ADJ
ajoaa-4819	81	27	.	.	PUNCT
ajoaa-4819	82	1	using	use	VERB
ajoaa-4819	82	2	the	the	DET
ajoaa-4819	82	3	ardl	ardl	NOUN
ajoaa-4819	82	4	model	model	NOUN
ajoaa-4819	82	5	,	,	PUNCT
ajoaa-4819	82	6	shita	shita	PROPN
ajoaa-4819	82	7	,	,	PUNCT
ajoaa-4819	82	8	kumar	kumar	PROPN
ajoaa-4819	82	9	,	,	PUNCT
ajoaa-4819	82	10	and	and	CCONJ
ajoaa-4819	82	11	singh	singh	PROPN
ajoaa-4819	82	12	(	(	PUNCT
ajoaa-4819	82	13	2018	2018	NUM
ajoaa-4819	82	14	)	)	PUNCT
ajoaa-4819	82	15	investigated	investigate	VERB
ajoaa-4819	82	16	the	the	DET
ajoaa-4819	82	17	variables	variable	NOUN
ajoaa-4819	82	18	that	that	PRON
ajoaa-4819	82	19	affected	affect	VERB
ajoaa-4819	82	20	agricultural	agricultural	ADJ
ajoaa-4819	82	21	productivity	productivity	NOUN
ajoaa-4819	82	22	in	in	ADP
ajoaa-4819	82	23	ethiopia	ethiopia	PROPN
ajoaa-4819	82	24	from	from	ADP
ajoaa-4819	82	25	1990	1990	NUM
ajoaa-4819	82	26	to	to	ADP
ajoaa-4819	82	27	2016	2016	NUM
ajoaa-4819	82	28	.	.	PUNCT
ajoaa-4819	83	1	using	use	VERB
ajoaa-4819	83	2	both	both	CCONJ
ajoaa-4819	83	3	the	the	DET
ajoaa-4819	83	4	error	error	NOUN
ajoaa-4819	83	5	correction	correction	NOUN
ajoaa-4819	83	6	model	model	NOUN
ajoaa-4819	83	7	(	(	PUNCT
ajoaa-4819	83	8	ecm	ecm	PROPN
ajoaa-4819	83	9	)	)	PUNCT
ajoaa-4819	83	10	and	and	CCONJ
ajoaa-4819	83	11	the	the	DET
ajoaa-4819	83	12	ardl	ardl	NOUN
ajoaa-4819	83	13	bound	bind	VERB
ajoaa-4819	83	14	test	test	NOUN
ajoaa-4819	83	15	for	for	ADP
ajoaa-4819	83	16	cointegration	cointegration	NOUN
ajoaa-4819	83	17	,	,	PUNCT
ajoaa-4819	83	18	they	they	PRON
ajoaa-4819	83	19	concluded	conclude	VERB
ajoaa-4819	83	20	that	that	SCONJ
ajoaa-4819	83	21	the	the	DET
ajoaa-4819	83	22	variables	variable	NOUN
ajoaa-4819	83	23	were	be	AUX
ajoaa-4819	83	24	cointegrated	cointegrate	VERB
ajoaa-4819	83	25	,	,	PUNCT
ajoaa-4819	83	26	meaning	mean	VERB
ajoaa-4819	83	27	that	that	SCONJ
ajoaa-4819	83	28	they	they	PRON
ajoaa-4819	83	29	had	have	VERB
ajoaa-4819	83	30	a	a	DET
ajoaa-4819	83	31	long	long	ADJ
ajoaa-4819	83	32	-	-	PUNCT
ajoaa-4819	83	33	term	term	NOUN
ajoaa-4819	83	34	relationship	relationship	NOUN
ajoaa-4819	83	35	with	with	ADP
ajoaa-4819	83	36	one	one	NUM
ajoaa-4819	83	37	another	another	DET
ajoaa-4819	83	38	.	.	PUNCT
ajoaa-4819	84	1	according	accord	VERB
ajoaa-4819	84	2	to	to	ADP
ajoaa-4819	84	3	the	the	DET
ajoaa-4819	84	4	findings	finding	NOUN
ajoaa-4819	84	5	of	of	ADP
ajoaa-4819	84	6	the	the	DET
ajoaa-4819	84	7	study	study	NOUN
ajoaa-4819	84	8	,	,	PUNCT
ajoaa-4819	84	9	the	the	DET
ajoaa-4819	84	10	production	production	NOUN
ajoaa-4819	84	11	of	of	ADP
ajoaa-4819	84	12	cereals	cereal	NOUN
ajoaa-4819	84	13	was	be	AUX
ajoaa-4819	84	14	significantly	significantly	ADV
ajoaa-4819	84	15	impacted	impact	VERB
ajoaa-4819	84	16	in	in	ADP
ajoaa-4819	84	17	the	the	DET
ajoaa-4819	84	18	short	short	ADJ
ajoaa-4819	84	19	and	and	CCONJ
ajoaa-4819	84	20	the	the	DET
ajoaa-4819	84	21	long	long	ADJ
ajoaa-4819	84	22	run	run	NOUN
ajoaa-4819	84	23	by	by	ADP
ajoaa-4819	84	24	the	the	DET
ajoaa-4819	84	25	use	use	NOUN
ajoaa-4819	84	26	of	of	ADP
ajoaa-4819	84	27	fertilizers	fertilizer	NOUN
ajoaa-4819	84	28	and	and	CCONJ
ajoaa-4819	84	29	the	the	DET
ajoaa-4819	84	30	real	real	ADJ
ajoaa-4819	84	31	gdp	gdp	NOUN
ajoaa-4819	84	32	.	.	PUNCT
ajoaa-4819	85	1	on	on	ADP
ajoaa-4819	85	2	the	the	DET
ajoaa-4819	85	3	other	other	ADJ
ajoaa-4819	85	4	hand	hand	NOUN
ajoaa-4819	85	5	,	,	PUNCT
ajoaa-4819	85	6	the	the	DET
ajoaa-4819	85	7	research	research	NOUN
ajoaa-4819	85	8	showed	show	VERB
ajoaa-4819	85	9	that	that	SCONJ
ajoaa-4819	85	10	the	the	DET
ajoaa-4819	85	11	amount	amount	NOUN
ajoaa-4819	85	12	of	of	ADP
ajoaa-4819	85	13	arable	arable	ADJ
ajoaa-4819	85	14	land	land	NOUN
ajoaa-4819	85	15	had	have	VERB
ajoaa-4819	85	16	a	a	DET
ajoaa-4819	85	17	negative	negative	ADJ
ajoaa-4819	85	18	influence	influence	NOUN
ajoaa-4819	85	19	on	on	ADP
ajoaa-4819	85	20	agricultural	agricultural	ADJ
ajoaa-4819	85	21	productivity	productivity	NOUN
ajoaa-4819	85	22	in	in	ADP
ajoaa-4819	85	23	the	the	DET
ajoaa-4819	85	24	short	short	ADJ
ajoaa-4819	85	25	run	run	NOUN
ajoaa-4819	85	26	but	but	CCONJ
ajoaa-4819	85	27	a	a	DET
ajoaa-4819	85	28	positive	positive	ADJ
ajoaa-4819	85	29	impact	impact	NOUN
ajoaa-4819	85	30	on	on	ADP
ajoaa-4819	85	31	productivity	productivity	NOUN
ajoaa-4819	85	32	in	in	ADP
ajoaa-4819	85	33	the	the	DET
ajoaa-4819	85	34	long	long	ADJ
ajoaa-4819	85	35	run	run	NOUN
ajoaa-4819	85	36	.	.	PUNCT
ajoaa-4819	86	1	as	as	ADP
ajoaa-4819	86	2	a	a	DET
ajoaa-4819	86	3	result	result	NOUN
ajoaa-4819	86	4	,	,	PUNCT
ajoaa-4819	86	5	the	the	DET
ajoaa-4819	86	6	study	study	NOUN
ajoaa-4819	86	7	recommended	recommend	VERB
ajoaa-4819	86	8	to	to	ADP
ajoaa-4819	86	9	the	the	DET
ajoaa-4819	86	10	government	government	NOUN
ajoaa-4819	86	11	and	and	CCONJ
ajoaa-4819	86	12	other	other	ADJ
ajoaa-4819	86	13	responsible	responsible	ADJ
ajoaa-4819	86	14	authorities	authority	NOUN
ajoaa-4819	86	15	that	that	SCONJ
ajoaa-4819	86	16	agricultural	agricultural	ADJ
ajoaa-4819	86	17	technology	technology	NOUN
ajoaa-4819	86	18	be	be	AUX
ajoaa-4819	86	19	made	make	VERB
ajoaa-4819	86	20	more	more	ADV
ajoaa-4819	86	21	affordable	affordable	ADJ
ajoaa-4819	86	22	and	and	CCONJ
ajoaa-4819	86	23	available	available	ADJ
ajoaa-4819	86	24	on	on	ADP
ajoaa-4819	86	25	a	a	DET
ajoaa-4819	86	26	timely	timely	ADJ
ajoaa-4819	86	27	basis	basis	NOUN
ajoaa-4819	86	28	to	to	PART
ajoaa-4819	86	29	encourage	encourage	VERB
ajoaa-4819	86	30	farmers	farmer	NOUN
ajoaa-4819	86	31	to	to	PART
ajoaa-4819	86	32	accelerate	accelerate	VERB
ajoaa-4819	86	33	their	their	PRON
ajoaa-4819	86	34	operations	operation	NOUN
ajoaa-4819	86	35	and	and	CCONJ
ajoaa-4819	86	36	improve	improve	VERB
ajoaa-4819	86	37	agricultural	agricultural	ADJ
ajoaa-4819	86	38	productivity	productivity	NOUN
ajoaa-4819	86	39	in	in	ADP
ajoaa-4819	86	40	ethiopia	ethiopia	PROPN
ajoaa-4819	86	41	.	.	PUNCT
ajoaa-4819	87	1	gautam	gautam	PROPN
ajoaa-4819	87	2	and	and	CCONJ
ajoaa-4819	87	3	yu	yu	PROPN
ajoaa-4819	87	4	(	(	PUNCT
ajoaa-4819	87	5	2015	2015	NUM
ajoaa-4819	87	6	)	)	PUNCT
ajoaa-4819	87	7	investigated	investigate	VERB
ajoaa-4819	87	8	the	the	DET
ajoaa-4819	87	9	factors	factor	NOUN
ajoaa-4819	87	10	that	that	PRON
ajoaa-4819	87	11	led	lead	VERB
ajoaa-4819	87	12	to	to	ADP
ajoaa-4819	87	13	increases	increase	NOUN
ajoaa-4819	87	14	in	in	ADP
ajoaa-4819	87	15	agricultural	agricultural	ADJ
ajoaa-4819	87	16	productivity	productivity	NOUN
ajoaa-4819	87	17	in	in	ADP
ajoaa-4819	87	18	china	china	PROPN
ajoaa-4819	87	19	and	and	CCONJ
ajoaa-4819	87	20	india	india	PROPN
ajoaa-4819	87	21	.	.	PUNCT
ajoaa-4819	88	1	the	the	DET
ajoaa-4819	88	2	paper	paper	NOUN
ajoaa-4819	88	3	used	use	VERB
ajoaa-4819	88	4	data	datum	NOUN
ajoaa-4819	88	5	from	from	ADP
ajoaa-4819	88	6	1980	1980	NUM
ajoaa-4819	88	7	to	to	ADP
ajoaa-4819	88	8	2008	2008	NUM
ajoaa-4819	88	9	and	and	CCONJ
ajoaa-4819	88	10	1980	1980	NUM
ajoaa-4819	88	11	to	to	ADP
ajoaa-4819	88	12	2009	2009	NUM
ajoaa-4819	88	13	in	in	ADP
ajoaa-4819	88	14	india	india	PROPN
ajoaa-4819	88	15	and	and	CCONJ
ajoaa-4819	88	16	china	china	PROPN
ajoaa-4819	88	17	,	,	PUNCT
ajoaa-4819	88	18	respectively	respectively	ADV
ajoaa-4819	88	19	,	,	PUNCT
ajoaa-4819	88	20	to	to	PART
ajoaa-4819	88	21	address	address	VERB
ajoaa-4819	88	22	various	various	ADJ
ajoaa-4819	88	23	research	research	NOUN
ajoaa-4819	88	24	questions	question	NOUN
ajoaa-4819	88	25	using	use	VERB
ajoaa-4819	88	26	various	various	ADJ
ajoaa-4819	88	27	analytical	analytical	ADJ
ajoaa-4819	88	28	frameworks	framework	NOUN
ajoaa-4819	88	29	.	.	PUNCT
ajoaa-4819	89	1	a	a	DET
ajoaa-4819	89	2	translog	translog	NOUN
ajoaa-4819	89	3	stochastic	stochastic	NOUN
ajoaa-4819	89	4	frontier	frontier	NOUN
ajoaa-4819	89	5	function	function	NOUN
ajoaa-4819	89	6	allowed	allow	VERB
ajoaa-4819	89	7	for	for	ADP
ajoaa-4819	89	8	the	the	DET
ajoaa-4819	89	9	provision	provision	NOUN
ajoaa-4819	89	10	of	of	ADP
ajoaa-4819	89	11	an	an	DET
ajoaa-4819	89	12	estimate	estimate	NOUN
ajoaa-4819	89	13	of	of	ADP
ajoaa-4819	89	14	a	a	DET
ajoaa-4819	89	15	parametric	parametric	ADJ
ajoaa-4819	89	16	output	output	NOUN
ajoaa-4819	89	17	-	-	PUNCT
ajoaa-4819	89	18	based	base	VERB
ajoaa-4819	89	19	distance	distance	NOUN
ajoaa-4819	89	20	function	function	NOUN
ajoaa-4819	89	21	for	for	ADP
ajoaa-4819	89	22	china	china	PROPN
ajoaa-4819	89	23	.	.	PUNCT
ajoaa-4819	90	1	the	the	DET
ajoaa-4819	90	2	parametric	parametric	ADJ
ajoaa-4819	90	3	method	method	NOUN
ajoaa-4819	90	4	for	for	ADP
ajoaa-4819	90	5	determining	determine	VERB
ajoaa-4819	90	6	technical	technical	ADJ
ajoaa-4819	90	7	characteristics	characteristic	NOUN
ajoaa-4819	90	8	,	,	PUNCT
ajoaa-4819	90	9	such	such	ADJ
ajoaa-4819	90	10	as	as	ADP
ajoaa-4819	90	11	structural	structural	ADJ
ajoaa-4819	90	12	bias	bias	NOUN
ajoaa-4819	90	13	,	,	PUNCT
ajoaa-4819	90	14	was	be	AUX
ajoaa-4819	90	15	used	use	VERB
ajoaa-4819	90	16	in	in	ADP
ajoaa-4819	90	17	the	the	DET
ajoaa-4819	90	18	calculation	calculation	NOUN
ajoaa-4819	90	19	of	of	ADP
ajoaa-4819	90	20	the	the	DET
ajoaa-4819	90	21	productivity	productivity	NOUN
ajoaa-4819	90	22	growth	growth	NOUN
ajoaa-4819	90	23	index	index	NOUN
ajoaa-4819	90	24	as	as	ADV
ajoaa-4819	90	25	well	well	ADV
ajoaa-4819	90	26	as	as	ADP
ajoaa-4819	90	27	the	the	DET
ajoaa-4819	90	28	index	index	NOUN
ajoaa-4819	90	29	's	's	PART
ajoaa-4819	90	30	many	many	ADJ
ajoaa-4819	90	31	individual	individual	ADJ
ajoaa-4819	90	32	components	component	NOUN
ajoaa-4819	90	33	.	.	PUNCT
ajoaa-4819	91	1	using	use	VERB
ajoaa-4819	91	2	data	datum	NOUN
ajoaa-4819	91	3	envelopment	envelopment	ADJ
ajoaa-4819	91	4	analysis	analysis	NOUN
ajoaa-4819	91	5	,	,	PUNCT
ajoaa-4819	91	6	the	the	DET
ajoaa-4819	91	7	india	india	PROPN
ajoaa-4819	91	8	study	study	NOUN
ajoaa-4819	91	9	began	begin	VERB
ajoaa-4819	91	10	by	by	ADP
ajoaa-4819	91	11	analyzing	analyze	VERB
ajoaa-4819	91	12	efficiency	efficiency	NOUN
ajoaa-4819	91	13	change	change	NOUN
ajoaa-4819	91	14	,	,	PUNCT
ajoaa-4819	91	15	aggregate	aggregate	ADJ
ajoaa-4819	91	16	productivity	productivity	NOUN
ajoaa-4819	91	17	,	,	PUNCT
ajoaa-4819	91	18	and	and	CCONJ
ajoaa-4819	91	19	technical	technical	ADJ
ajoaa-4819	91	20	change	change	NOUN
ajoaa-4819	91	21	.	.	PUNCT
ajoaa-4819	92	1	finally	finally	ADV
ajoaa-4819	92	2	,	,	PUNCT
ajoaa-4819	92	3	a	a	DET
ajoaa-4819	92	4	panel	panel	NOUN
ajoaa-4819	92	5	regression	regression	NOUN
ajoaa-4819	92	6	established	establish	VERB
ajoaa-4819	92	7	a	a	DET
ajoaa-4819	92	8	relationship	relationship	NOUN
ajoaa-4819	92	9	between	between	ADP
ajoaa-4819	92	10	total	total	ADJ
ajoaa-4819	92	11	factor	factor	NOUN
ajoaa-4819	92	12	productivity	productivity	NOUN
ajoaa-4819	92	13	(	(	PUNCT
ajoaa-4819	92	14	tfp	tfp	PROPN
ajoaa-4819	92	15	)	)	PUNCT
ajoaa-4819	92	16	and	and	CCONJ
ajoaa-4819	92	17	its	its	PRON
ajoaa-4819	92	18	determinants	determinant	NOUN
ajoaa-4819	92	19	.	.	PUNCT
ajoaa-4819	93	1	this	this	DET
ajoaa-4819	93	2	comparative	comparative	ADJ
ajoaa-4819	93	3	study	study	NOUN
ajoaa-4819	93	4	revealed	reveal	VERB
ajoaa-4819	93	5	several	several	ADJ
ajoaa-4819	93	6	common	common	ADJ
ajoaa-4819	93	7	themes	theme	NOUN
ajoaa-4819	93	8	.	.	PUNCT
ajoaa-4819	94	1	from	from	ADP
ajoaa-4819	94	2	the	the	DET
ajoaa-4819	94	3	1980s	1980	NOUN
ajoaa-4819	94	4	,	,	PUNCT
ajoaa-4819	94	5	the	the	DET
ajoaa-4819	94	6	agricultural	agricultural	ADJ
ajoaa-4819	94	7	sector	sector	NOUN
ajoaa-4819	94	8	performed	perform	VERB
ajoaa-4819	94	9	well	well	ADV
ajoaa-4819	94	10	,	,	PUNCT
ajoaa-4819	94	11	with	with	ADP
ajoaa-4819	94	12	yearly	yearly	ADJ
ajoaa-4819	94	13	growth	growth	NOUN
ajoaa-4819	94	14	in	in	ADP
ajoaa-4819	94	15	china	china	PROPN
ajoaa-4819	94	16	exceeding	exceed	VERB
ajoaa-4819	94	17	2	2	NUM
ajoaa-4819	94	18	percent	percent	NOUN
ajoaa-4819	94	19	and	and	CCONJ
ajoaa-4819	94	20	in	in	ADP
ajoaa-4819	94	21	india	india	NOUN
ajoaa-4819	94	22	ranging	range	VERB
ajoaa-4819	94	23	between	between	ADP
ajoaa-4819	94	24	1	1	NUM
ajoaa-4819	94	25	percent	percent	NOUN
ajoaa-4819	94	26	and	and	CCONJ
ajoaa-4819	94	27	2	2	NUM
ajoaa-4819	94	28	percent	percent	NOUN
ajoaa-4819	94	29	.	.	PUNCT
ajoaa-4819	95	1	however	however	ADV
ajoaa-4819	95	2	,	,	PUNCT
ajoaa-4819	95	3	because	because	SCONJ
ajoaa-4819	95	4	fewer	few	ADJ
ajoaa-4819	95	5	resources	resource	NOUN
ajoaa-4819	95	6	are	be	AUX
ajoaa-4819	95	7	available	available	ADJ
ajoaa-4819	95	8	and	and	CCONJ
ajoaa-4819	95	9	more	more	ADJ
ajoaa-4819	95	10	people	people	NOUN
ajoaa-4819	95	11	are	be	AUX
ajoaa-4819	95	12	demanding	demand	VERB
ajoaa-4819	95	13	food	food	NOUN
ajoaa-4819	95	14	,	,	PUNCT
ajoaa-4819	95	15	the	the	DET
ajoaa-4819	95	16	only	only	ADJ
ajoaa-4819	95	17	option	option	NOUN
ajoaa-4819	95	18	to	to	PART
ajoaa-4819	95	19	guarantee	guarantee	VERB
ajoaa-4819	95	20	long	long	ADJ
ajoaa-4819	95	21	-	-	PUNCT
ajoaa-4819	95	22	term	term	NOUN
ajoaa-4819	95	23	food	food	NOUN
ajoaa-4819	95	24	security	security	NOUN
ajoaa-4819	95	25	is	be	AUX
ajoaa-4819	95	26	to	to	PART
ajoaa-4819	95	27	boost	boost	VERB
ajoaa-4819	95	28	agricultural	agricultural	ADJ
ajoaa-4819	95	29	output	output	NOUN
ajoaa-4819	95	30	through	through	ADP
ajoaa-4819	95	31	the	the	DET
ajoaa-4819	95	32	use	use	NOUN
ajoaa-4819	95	33	of	of	ADP
ajoaa-4819	95	34	technological	technological	ADJ
ajoaa-4819	95	35	advances	advance	NOUN
ajoaa-4819	95	36	.	.	PUNCT
ajoaa-4819	96	1	therefore	therefore	ADV
ajoaa-4819	96	2	,	,	PUNCT
ajoaa-4819	96	3	the	the	DET
ajoaa-4819	96	4	study	study	NOUN
ajoaa-4819	96	5	recommended	recommend	VERB
ajoaa-4819	96	6	improving	improve	VERB
ajoaa-4819	96	7	sector	sector	NOUN
ajoaa-4819	96	8	technologies	technology	NOUN
ajoaa-4819	96	9	in	in	ADP
ajoaa-4819	96	10	the	the	DET
ajoaa-4819	96	11	two	two	NUM
ajoaa-4819	96	12	countries	country	NOUN
ajoaa-4819	96	13	.	.	PUNCT
ajoaa-4819	97	1	more	more	ADV
ajoaa-4819	97	2	recently	recently	ADV
ajoaa-4819	97	3	,	,	PUNCT
ajoaa-4819	97	4	andrianarison	andrianarison	PROPN
ajoaa-4819	97	5	,	,	PUNCT
ajoaa-4819	97	6	kamdem	kamdem	NOUN
ajoaa-4819	97	7	,	,	PUNCT
ajoaa-4819	97	8	and	and	CCONJ
ajoaa-4819	97	9	che	che	PROPN
ajoaa-4819	97	10	kameni	kameni	PROPN
ajoaa-4819	97	11	(	(	PUNCT
ajoaa-4819	97	12	2022	2022	NUM
ajoaa-4819	97	13	)	)	PUNCT
ajoaa-4819	97	14	examined	examine	VERB
ajoaa-4819	97	15	the	the	DET
ajoaa-4819	97	16	effects	effect	NOUN
ajoaa-4819	97	17	of	of	ADP
ajoaa-4819	97	18	technological	technological	ADJ
ajoaa-4819	97	19	innovation	innovation	NOUN
ajoaa-4819	97	20	factors	factor	NOUN
ajoaa-4819	97	21	on	on	ADP
ajoaa-4819	97	22	agricultural	agricultural	ADJ
ajoaa-4819	97	23	productivity	productivity	NOUN
ajoaa-4819	97	24	.	.	PUNCT
ajoaa-4819	98	1	to	to	PART
ajoaa-4819	98	2	address	address	VERB
ajoaa-4819	98	3	the	the	DET
ajoaa-4819	98	4	potential	potential	ADJ
ajoaa-4819	98	5	selection	selection	NOUN
ajoaa-4819	98	6	bias	bias	NOUN
ajoaa-4819	98	7	,	,	PUNCT
ajoaa-4819	98	8	the	the	DET
ajoaa-4819	98	9	paper	paper	NOUN
ajoaa-4819	98	10	used	use	VERB
ajoaa-4819	98	11	the	the	DET
ajoaa-4819	98	12	heckman	heckman	PROPN
ajoaa-4819	98	13	procedure	procedure	NOUN
ajoaa-4819	98	14	.	.	PUNCT
ajoaa-4819	99	1	the	the	DET
ajoaa-4819	99	2	paper	paper	NOUN
ajoaa-4819	99	3	analyzed	analyze	VERB
ajoaa-4819	99	4	the	the	DET
ajoaa-4819	99	5	effects	effect	NOUN
ajoaa-4819	99	6	of	of	ADP
ajoaa-4819	99	7	innovation	innovation	NOUN
ajoaa-4819	99	8	adoption	adoption	NOUN
ajoaa-4819	99	9	,	,	PUNCT
ajoaa-4819	99	10	i.e.	i.e.	X
ajoaa-4819	99	11	,	,	PUNCT
ajoaa-4819	99	12	modern	modern	ADJ
ajoaa-4819	99	13	equipment	equipment	NOUN
ajoaa-4819	99	14	or	or	CCONJ
ajoaa-4819	99	15	seed	seed	NOUN
ajoaa-4819	99	16	improvements	improvement	NOUN
ajoaa-4819	99	17	,	,	PUNCT
ajoaa-4819	99	18	and	and	CCONJ
ajoaa-4819	99	19	further	far	ADV
ajoaa-4819	99	20	examined	examine	VERB
ajoaa-4819	99	21	farmers	farmer	NOUN
ajoaa-4819	99	22	’	’	PART
ajoaa-4819	99	23	access	access	NOUN
ajoaa-4819	99	24	to	to	ADP
ajoaa-4819	99	25	credit	credit	NOUN
ajoaa-4819	99	26	,	,	PUNCT
ajoaa-4819	99	27	farmers	farmer	NOUN
ajoaa-4819	99	28	’	'	PUNCT
ajoaa-4819	99	29	education	education	NOUN
ajoaa-4819	99	30	,	,	PUNCT
ajoaa-4819	99	31	and	and	CCONJ
ajoaa-4819	99	32	agriculture	agriculture	NOUN
ajoaa-4819	99	33	land	land	NOUN
ajoaa-4819	99	34	tenure	tenure	NOUN
ajoaa-4819	99	35	security	security	NOUN
ajoaa-4819	99	36	in	in	ADP
ajoaa-4819	99	37	cameroon	cameroon	PROPN
ajoaa-4819	99	38	and	and	CCONJ
ajoaa-4819	99	39	their	their	PRON
ajoaa-4819	99	40	asian	asian	ADJ
ajoaa-4819	99	41	journal	journal	NOUN
ajoaa-4819	99	42	of	of	ADP
ajoaa-4819	99	43	agriculture	agriculture	NOUN
ajoaa-4819	99	44	and	and	CCONJ
ajoaa-4819	99	45	rural	rural	ADJ
ajoaa-4819	99	46	development	development	NOUN
ajoaa-4819	99	47	,	,	PUNCT
ajoaa-4819	99	48	13(3	13(3	NUM
ajoaa-4819	99	49	)	)	PUNCT
ajoaa-4819	99	50	2023	2023	NUM
ajoaa-4819	99	51	:	:	PUNCT
ajoaa-4819	99	52	154	154	NUM
ajoaa-4819	99	53	-	-	SYM
ajoaa-4819	99	54	162	162	NUM
ajoaa-4819	99	55	157	157	NUM
ajoaa-4819	99	56	effects	effect	NOUN
ajoaa-4819	99	57	on	on	ADP
ajoaa-4819	99	58	agricultural	agricultural	ADJ
ajoaa-4819	99	59	productivity	productivity	NOUN
ajoaa-4819	99	60	.	.	PUNCT
ajoaa-4819	100	1	the	the	DET
ajoaa-4819	100	2	findings	finding	NOUN
ajoaa-4819	100	3	of	of	ADP
ajoaa-4819	100	4	the	the	DET
ajoaa-4819	100	5	study	study	NOUN
ajoaa-4819	100	6	were	be	AUX
ajoaa-4819	100	7	based	base	VERB
ajoaa-4819	100	8	on	on	ADP
ajoaa-4819	100	9	an	an	DET
ajoaa-4819	100	10	analysis	analysis	NOUN
ajoaa-4819	100	11	of	of	ADP
ajoaa-4819	100	12	a	a	DET
ajoaa-4819	100	13	national	national	ADJ
ajoaa-4819	100	14	survey	survey	NOUN
ajoaa-4819	100	15	that	that	PRON
ajoaa-4819	100	16	looked	look	VERB
ajoaa-4819	100	17	at	at	ADP
ajoaa-4819	100	18	how	how	SCONJ
ajoaa-4819	100	19	various	various	ADJ
ajoaa-4819	100	20	innovations	innovation	NOUN
ajoaa-4819	100	21	and	and	CCONJ
ajoaa-4819	100	22	adaptations	adaptation	NOUN
ajoaa-4819	100	23	affected	affect	VERB
ajoaa-4819	100	24	agricultural	agricultural	ADJ
ajoaa-4819	100	25	productivity	productivity	NOUN
ajoaa-4819	100	26	.	.	PUNCT
ajoaa-4819	101	1	according	accord	VERB
ajoaa-4819	101	2	to	to	ADP
ajoaa-4819	101	3	the	the	DET
ajoaa-4819	101	4	findings	finding	NOUN
ajoaa-4819	101	5	of	of	ADP
ajoaa-4819	101	6	the	the	DET
ajoaa-4819	101	7	study	study	NOUN
ajoaa-4819	101	8	,	,	PUNCT
ajoaa-4819	101	9	agricultural	agricultural	ADJ
ajoaa-4819	101	10	productivity	productivity	NOUN
ajoaa-4819	101	11	is	be	AUX
ajoaa-4819	101	12	significantly	significantly	ADV
ajoaa-4819	101	13	and	and	CCONJ
ajoaa-4819	101	14	positively	positively	ADV
ajoaa-4819	101	15	correlated	correlate	VERB
ajoaa-4819	101	16	with	with	ADP
ajoaa-4819	101	17	innovation	innovation	NOUN
ajoaa-4819	101	18	adaptations	adaptation	NOUN
ajoaa-4819	101	19	.	.	PUNCT
ajoaa-4819	102	1	farmers	farmer	NOUN
ajoaa-4819	102	2	'	'	PART
ajoaa-4819	102	3	access	access	NOUN
ajoaa-4819	102	4	to	to	ADP
ajoaa-4819	102	5	credit	credit	NOUN
ajoaa-4819	102	6	facilitated	facilitate	VERB
ajoaa-4819	102	7	the	the	DET
ajoaa-4819	102	8	purchase	purchase	NOUN
ajoaa-4819	102	9	of	of	ADP
ajoaa-4819	102	10	high	high	ADJ
ajoaa-4819	102	11	-	-	PUNCT
ajoaa-4819	102	12	quality	quality	NOUN
ajoaa-4819	102	13	pesticides	pesticide	NOUN
ajoaa-4819	102	14	and	and	CCONJ
ajoaa-4819	102	15	fertilizers	fertilizer	NOUN
ajoaa-4819	102	16	,	,	PUNCT
ajoaa-4819	102	17	which	which	PRON
ajoaa-4819	102	18	increased	increase	VERB
ajoaa-4819	102	19	productivity	productivity	NOUN
ajoaa-4819	102	20	,	,	PUNCT
ajoaa-4819	102	21	while	while	SCONJ
ajoaa-4819	102	22	farmers	farmer	NOUN
ajoaa-4819	102	23	'	'	PART
ajoaa-4819	102	24	education	education	NOUN
ajoaa-4819	102	25	increased	increase	VERB
ajoaa-4819	102	26	their	their	PRON
ajoaa-4819	102	27	potential	potential	ADJ
ajoaa-4819	102	28	productivity	productivity	NOUN
ajoaa-4819	102	29	gains	gain	NOUN
ajoaa-4819	102	30	.	.	PUNCT
ajoaa-4819	103	1	the	the	DET
ajoaa-4819	103	2	study	study	NOUN
ajoaa-4819	103	3	concluded	conclude	VERB
ajoaa-4819	103	4	that	that	SCONJ
ajoaa-4819	103	5	the	the	DET
ajoaa-4819	103	6	adoption	adoption	NOUN
ajoaa-4819	103	7	of	of	ADP
ajoaa-4819	103	8	advanced	advanced	ADJ
ajoaa-4819	103	9	technological	technological	ADJ
ajoaa-4819	103	10	equipment	equipment	NOUN
ajoaa-4819	103	11	alone	alone	ADV
ajoaa-4819	103	12	is	be	AUX
ajoaa-4819	103	13	insufficient	insufficient	ADJ
ajoaa-4819	103	14	to	to	PART
ajoaa-4819	103	15	increase	increase	VERB
ajoaa-4819	103	16	crop	crop	NOUN
ajoaa-4819	103	17	output	output	NOUN
ajoaa-4819	103	18	.	.	PUNCT
ajoaa-4819	104	1	therefore	therefore	ADV
ajoaa-4819	104	2	,	,	PUNCT
ajoaa-4819	104	3	to	to	PART
ajoaa-4819	104	4	maximize	maximize	VERB
ajoaa-4819	104	5	crop	crop	NOUN
ajoaa-4819	104	6	yield	yield	NOUN
ajoaa-4819	104	7	,	,	PUNCT
ajoaa-4819	104	8	other	other	ADJ
ajoaa-4819	104	9	productivity	productivity	NOUN
ajoaa-4819	104	10	-	-	PUNCT
ajoaa-4819	104	11	enhancing	enhance	VERB
ajoaa-4819	104	12	factors	factor	NOUN
ajoaa-4819	104	13	ought	ought	AUX
ajoaa-4819	104	14	to	to	PART
ajoaa-4819	104	15	be	be	AUX
ajoaa-4819	104	16	encouraged	encourage	VERB
ajoaa-4819	104	17	by	by	ADP
ajoaa-4819	104	18	the	the	DET
ajoaa-4819	104	19	government	government	NOUN
ajoaa-4819	104	20	of	of	ADP
ajoaa-4819	104	21	cameroon	cameroon	PROPN
ajoaa-4819	104	22	.	.	PUNCT
ajoaa-4819	105	1	ketema	ketema	NOUN
ajoaa-4819	105	2	(	(	PUNCT
ajoaa-4819	105	3	2020	2020	NUM
ajoaa-4819	105	4	)	)	PUNCT
ajoaa-4819	105	5	studied	study	VERB
ajoaa-4819	105	6	the	the	DET
ajoaa-4819	105	7	determinants	determinant	NOUN
ajoaa-4819	105	8	of	of	ADP
ajoaa-4819	105	9	agricultural	agricultural	ADJ
ajoaa-4819	105	10	output	output	NOUN
ajoaa-4819	105	11	in	in	ADP
ajoaa-4819	105	12	ethiopia	ethiopia	PROPN
ajoaa-4819	105	13	by	by	ADP
ajoaa-4819	105	14	employing	employ	VERB
ajoaa-4819	105	15	an	an	DET
ajoaa-4819	105	16	ardl	ardl	NOUN
ajoaa-4819	105	17	approach	approach	NOUN
ajoaa-4819	105	18	to	to	ADP
ajoaa-4819	105	19	cointegration	cointegration	NOUN
ajoaa-4819	105	20	testing	testing	NOUN
ajoaa-4819	105	21	.	.	PUNCT
ajoaa-4819	106	1	the	the	DET
ajoaa-4819	106	2	study	study	NOUN
ajoaa-4819	106	3	made	make	VERB
ajoaa-4819	106	4	use	use	NOUN
ajoaa-4819	106	5	of	of	ADP
ajoaa-4819	106	6	a	a	DET
ajoaa-4819	106	7	time	time	NOUN
ajoaa-4819	106	8	-	-	PUNCT
ajoaa-4819	106	9	series	series	NOUN
ajoaa-4819	106	10	dataset	dataset	NOUN
ajoaa-4819	106	11	spanning	span	VERB
ajoaa-4819	106	12	the	the	DET
ajoaa-4819	106	13	years	year	NOUN
ajoaa-4819	106	14	1980	1980	NUM
ajoaa-4819	106	15	to	to	ADP
ajoaa-4819	106	16	2018	2018	NUM
ajoaa-4819	106	17	.	.	PUNCT
ajoaa-4819	107	1	according	accord	VERB
ajoaa-4819	107	2	to	to	ADP
ajoaa-4819	107	3	the	the	DET
ajoaa-4819	107	4	findings	finding	NOUN
ajoaa-4819	107	5	of	of	ADP
ajoaa-4819	107	6	the	the	DET
ajoaa-4819	107	7	ardl	ardl	NOUN
ajoaa-4819	107	8	,	,	PUNCT
ajoaa-4819	107	9	the	the	DET
ajoaa-4819	107	10	variables	variable	NOUN
ajoaa-4819	107	11	of	of	ADP
ajoaa-4819	107	12	inflation	inflation	NOUN
ajoaa-4819	107	13	rate	rate	NOUN
ajoaa-4819	107	14	,	,	PUNCT
ajoaa-4819	107	15	fertilizer	fertilizer	NOUN
ajoaa-4819	107	16	input	input	NOUN
ajoaa-4819	107	17	,	,	PUNCT
ajoaa-4819	107	18	trade	trade	NOUN
ajoaa-4819	107	19	openness	openness	NOUN
ajoaa-4819	107	20	,	,	PUNCT
ajoaa-4819	107	21	and	and	CCONJ
ajoaa-4819	107	22	rainfall	rainfall	NOUN
ajoaa-4819	107	23	all	all	PRON
ajoaa-4819	107	24	had	have	VERB
ajoaa-4819	107	25	a	a	DET
ajoaa-4819	107	26	positive	positive	ADJ
ajoaa-4819	107	27	and	and	CCONJ
ajoaa-4819	107	28	substantial	substantial	ADJ
ajoaa-4819	107	29	effect	effect	NOUN
ajoaa-4819	107	30	on	on	ADP
ajoaa-4819	107	31	agricultural	agricultural	ADJ
ajoaa-4819	107	32	output	output	NOUN
ajoaa-4819	107	33	in	in	ADP
ajoaa-4819	107	34	ethiopia	ethiopia	PROPN
ajoaa-4819	107	35	in	in	ADP
ajoaa-4819	107	36	the	the	DET
ajoaa-4819	107	37	long	long	ADJ
ajoaa-4819	107	38	run	run	NOUN
ajoaa-4819	107	39	.	.	PUNCT
ajoaa-4819	108	1	ethiopia	ethiopia	PROPN
ajoaa-4819	108	2	's	's	PART
ajoaa-4819	108	3	agricultural	agricultural	ADJ
ajoaa-4819	108	4	output	output	NOUN
ajoaa-4819	108	5	has	have	AUX
ajoaa-4819	108	6	suffered	suffer	VERB
ajoaa-4819	108	7	immense	immense	ADJ
ajoaa-4819	108	8	short	short	ADJ
ajoaa-4819	108	9	-	-	PUNCT
ajoaa-4819	108	10	run	run	NOUN
ajoaa-4819	108	11	and	and	CCONJ
ajoaa-4819	108	12	long	long	ADV
ajoaa-4819	108	13	-	-	PUNCT
ajoaa-4819	108	14	run	run	NOUN
ajoaa-4819	108	15	losses	loss	NOUN
ajoaa-4819	108	16	as	as	ADP
ajoaa-4819	108	17	a	a	DET
ajoaa-4819	108	18	direct	direct	ADJ
ajoaa-4819	108	19	result	result	NOUN
ajoaa-4819	108	20	of	of	ADP
ajoaa-4819	108	21	the	the	DET
ajoaa-4819	108	22	ongoing	ongoing	ADJ
ajoaa-4819	108	23	drought	drought	NOUN
ajoaa-4819	108	24	that	that	PRON
ajoaa-4819	108	25	has	have	AUX
ajoaa-4819	108	26	ravaged	ravage	VERB
ajoaa-4819	108	27	the	the	DET
ajoaa-4819	108	28	country	country	NOUN
ajoaa-4819	108	29	.	.	PUNCT
ajoaa-4819	109	1	in	in	ADP
ajoaa-4819	109	2	general	general	ADJ
ajoaa-4819	109	3	,	,	PUNCT
ajoaa-4819	109	4	the	the	DET
ajoaa-4819	109	5	agricultural	agricultural	ADJ
ajoaa-4819	109	6	industry	industry	NOUN
ajoaa-4819	109	7	has	have	AUX
ajoaa-4819	109	8	been	be	AUX
ajoaa-4819	109	9	hit	hit	VERB
ajoaa-4819	109	10	hard	hard	ADV
ajoaa-4819	109	11	by	by	ADP
ajoaa-4819	109	12	these	these	DET
ajoaa-4819	109	13	losses	loss	NOUN
ajoaa-4819	109	14	,	,	PUNCT
ajoaa-4819	109	15	which	which	PRON
ajoaa-4819	109	16	have	have	AUX
ajoaa-4819	109	17	had	have	VERB
ajoaa-4819	109	18	a	a	DET
ajoaa-4819	109	19	great	great	ADJ
ajoaa-4819	109	20	impact	impact	NOUN
ajoaa-4819	109	21	.	.	PUNCT
ajoaa-4819	110	1	the	the	DET
ajoaa-4819	110	2	paper	paper	NOUN
ajoaa-4819	110	3	recommends	recommend	VERB
ajoaa-4819	110	4	that	that	SCONJ
ajoaa-4819	110	5	the	the	DET
ajoaa-4819	110	6	government	government	NOUN
ajoaa-4819	110	7	of	of	ADP
ajoaa-4819	110	8	ethiopia	ethiopia	PROPN
ajoaa-4819	110	9	focus	focus	VERB
ajoaa-4819	110	10	on	on	ADP
ajoaa-4819	110	11	sector	sector	NOUN
ajoaa-4819	110	12	-	-	PUNCT
ajoaa-4819	110	13	relevant	relevant	ADJ
ajoaa-4819	110	14	policies	policy	NOUN
ajoaa-4819	110	15	and	and	CCONJ
ajoaa-4819	110	16	use	use	VERB
ajoaa-4819	110	17	resources	resource	NOUN
ajoaa-4819	110	18	wisely	wisely	ADV
ajoaa-4819	110	19	,	,	PUNCT
ajoaa-4819	110	20	specifically	specifically	ADV
ajoaa-4819	110	21	on	on	ADP
ajoaa-4819	110	22	agricultural	agricultural	ADJ
ajoaa-4819	110	23	expenditure	expenditure	NOUN
ajoaa-4819	110	24	.	.	PUNCT
ajoaa-4819	111	1	additionally	additionally	ADV
ajoaa-4819	111	2	,	,	PUNCT
ajoaa-4819	111	3	the	the	DET
ajoaa-4819	111	4	paper	paper	NOUN
ajoaa-4819	111	5	recommends	recommend	VERB
ajoaa-4819	111	6	that	that	SCONJ
ajoaa-4819	111	7	drought	drought	NOUN
ajoaa-4819	111	8	-	-	PUNCT
ajoaa-4819	111	9	resistant	resistant	ADJ
ajoaa-4819	111	10	agricultural	agricultural	ADJ
ajoaa-4819	111	11	mechanisms	mechanism	NOUN
ajoaa-4819	111	12	should	should	AUX
ajoaa-4819	111	13	be	be	AUX
ajoaa-4819	111	14	introduced	introduce	VERB
ajoaa-4819	111	15	by	by	ADP
ajoaa-4819	111	16	the	the	DET
ajoaa-4819	111	17	government	government	NOUN
ajoaa-4819	111	18	to	to	PART
ajoaa-4819	111	19	reduce	reduce	VERB
ajoaa-4819	111	20	rainfall	rainfall	NOUN
ajoaa-4819	111	21	dependency	dependency	NOUN
ajoaa-4819	111	22	by	by	ADP
ajoaa-4819	111	23	adopting	adopt	VERB
ajoaa-4819	111	24	modern	modern	ADJ
ajoaa-4819	111	25	agricultural	agricultural	ADJ
ajoaa-4819	111	26	technologies	technology	NOUN
ajoaa-4819	111	27	.	.	PUNCT
ajoaa-4819	112	1	3	3	X
ajoaa-4819	112	2	.	.	X
ajoaa-4819	112	3	data	datum	NOUN
ajoaa-4819	112	4	and	and	CCONJ
ajoaa-4819	112	5	methodology	methodology	NOUN
ajoaa-4819	112	6	3.1	3.1	NUM
ajoaa-4819	112	7	.	.	PUNCT
ajoaa-4819	112	8	data	datum	NOUN
ajoaa-4819	112	9	the	the	DET
ajoaa-4819	112	10	data	data	NOUN
ajoaa-4819	112	11	is	be	AUX
ajoaa-4819	112	12	derived	derive	VERB
ajoaa-4819	112	13	from	from	ADP
ajoaa-4819	112	14	statistics	statistic	NOUN
ajoaa-4819	112	15	bulletins	bulletin	NOUN
ajoaa-4819	112	16	of	of	ADP
ajoaa-4819	112	17	yearly	yearly	ADJ
ajoaa-4819	112	18	time	time	NOUN
ajoaa-4819	112	19	series	series	NOUN
ajoaa-4819	112	20	from	from	ADP
ajoaa-4819	112	21	the	the	DET
ajoaa-4819	112	22	world	world	NOUN
ajoaa-4819	112	23	development	development	NOUN
ajoaa-4819	112	24	indicators	indicator	NOUN
ajoaa-4819	112	25	(	(	PUNCT
ajoaa-4819	112	26	wdi	wdi	PROPN
ajoaa-4819	112	27	)	)	PUNCT
ajoaa-4819	112	28	,	,	PUNCT
ajoaa-4819	112	29	international	international	ADJ
ajoaa-4819	112	30	labour	labour	NOUN
ajoaa-4819	112	31	organization	organization	NOUN
ajoaa-4819	112	32	(	(	PUNCT
ajoaa-4819	112	33	ilo	ilo	PROPN
ajoaa-4819	112	34	)	)	PUNCT
ajoaa-4819	112	35	,	,	PUNCT
ajoaa-4819	112	36	statistical	statistical	ADJ
ajoaa-4819	112	37	,	,	PUNCT
ajoaa-4819	112	38	economic	economic	ADJ
ajoaa-4819	112	39	and	and	CCONJ
ajoaa-4819	112	40	social	social	ADJ
ajoaa-4819	112	41	research	research	NOUN
ajoaa-4819	112	42	and	and	CCONJ
ajoaa-4819	112	43	training	training	NOUN
ajoaa-4819	112	44	centre	centre	NOUN
ajoaa-4819	112	45	for	for	ADP
ajoaa-4819	112	46	islamic	islamic	ADJ
ajoaa-4819	112	47	countries	country	NOUN
ajoaa-4819	112	48	(	(	PUNCT
ajoaa-4819	112	49	sesric	sesric	PROPN
ajoaa-4819	112	50	)	)	PUNCT
ajoaa-4819	112	51	,	,	PUNCT
ajoaa-4819	112	52	and	and	CCONJ
ajoaa-4819	112	53	the	the	DET
ajoaa-4819	112	54	food	food	NOUN
ajoaa-4819	112	55	and	and	CCONJ
ajoaa-4819	112	56	agricultural	agricultural	ADJ
ajoaa-4819	112	57	organization	organization	NOUN
ajoaa-4819	112	58	corporate	corporate	ADJ
ajoaa-4819	112	59	statistical	statistical	ADJ
ajoaa-4819	112	60	database	database	NOUN
ajoaa-4819	112	61	(	(	PUNCT
ajoaa-4819	112	62	faostat	faostat	PROPN
ajoaa-4819	112	63	)	)	PUNCT
ajoaa-4819	112	64	,	,	PUNCT
ajoaa-4819	112	65	covering	cover	VERB
ajoaa-4819	112	66	the	the	DET
ajoaa-4819	112	67	years	year	NOUN
ajoaa-4819	112	68	1991	1991	NUM
ajoaa-4819	112	69	to	to	ADP
ajoaa-4819	112	70	2020	2020	NUM
ajoaa-4819	112	71	.	.	PUNCT
ajoaa-4819	113	1	the	the	DET
ajoaa-4819	113	2	investigated	investigate	VERB
ajoaa-4819	113	3	variables	variable	NOUN
ajoaa-4819	113	4	are	be	AUX
ajoaa-4819	113	5	agricultural	agricultural	ADJ
ajoaa-4819	113	6	productivity	productivity	NOUN
ajoaa-4819	113	7	(	(	PUNCT
ajoaa-4819	113	8	ap	ap	PROPN
ajoaa-4819	113	9	)	)	PUNCT
ajoaa-4819	113	10	,	,	PUNCT
ajoaa-4819	113	11	which	which	PRON
ajoaa-4819	113	12	is	be	AUX
ajoaa-4819	113	13	the	the	DET
ajoaa-4819	113	14	dependent	dependent	ADJ
ajoaa-4819	113	15	variable	variable	NOUN
ajoaa-4819	113	16	,	,	PUNCT
ajoaa-4819	113	17	employment	employment	NOUN
ajoaa-4819	113	18	in	in	ADP
ajoaa-4819	113	19	agriculture	agriculture	NOUN
ajoaa-4819	113	20	(	(	PUNCT
ajoaa-4819	113	21	ema	ema	PROPN
ajoaa-4819	113	22	)	)	PUNCT
ajoaa-4819	113	23	,	,	PUNCT
ajoaa-4819	113	24	gross	gross	ADJ
ajoaa-4819	113	25	capital	capital	NOUN
ajoaa-4819	113	26	formation	formation	NOUN
ajoaa-4819	113	27	(	(	PUNCT
ajoaa-4819	113	28	gcf	gcf	PROPN
ajoaa-4819	113	29	)	)	PUNCT
ajoaa-4819	113	30	,	,	PUNCT
ajoaa-4819	113	31	arable	arable	ADJ
ajoaa-4819	113	32	land	land	NOUN
ajoaa-4819	113	33	(	(	PUNCT
ajoaa-4819	113	34	arl	arl	PROPN
ajoaa-4819	113	35	)	)	PUNCT
ajoaa-4819	113	36	,	,	PUNCT
ajoaa-4819	113	37	and	and	CCONJ
ajoaa-4819	113	38	rainfall	rainfall	NOUN
ajoaa-4819	113	39	(	(	PUNCT
ajoaa-4819	113	40	rl	rl	NOUN
ajoaa-4819	113	41	)	)	PUNCT
ajoaa-4819	113	42	,	,	PUNCT
ajoaa-4819	113	43	which	which	PRON
ajoaa-4819	113	44	are	be	AUX
ajoaa-4819	113	45	the	the	DET
ajoaa-4819	113	46	independent	independent	ADJ
ajoaa-4819	113	47	variables	variable	NOUN
ajoaa-4819	113	48	.	.	PUNCT
ajoaa-4819	114	1	to	to	PART
ajoaa-4819	114	2	analyze	analyze	VERB
ajoaa-4819	114	3	the	the	DET
ajoaa-4819	114	4	relationships	relationship	NOUN
ajoaa-4819	114	5	,	,	PUNCT
ajoaa-4819	114	6	an	an	DET
ajoaa-4819	114	7	autoregressive	autoregressive	ADJ
ajoaa-4819	114	8	distributed	distribute	VERB
ajoaa-4819	114	9	lags	lag	NOUN
ajoaa-4819	114	10	(	(	PUNCT
ajoaa-4819	114	11	ardl	ardl	NOUN
ajoaa-4819	114	12	)	)	PUNCT
ajoaa-4819	114	13	technique	technique	NOUN
ajoaa-4819	114	14	was	be	AUX
ajoaa-4819	114	15	employed	employ	VERB
ajoaa-4819	114	16	.	.	PUNCT
ajoaa-4819	115	1	3.2	3.2	NUM
ajoaa-4819	115	2	.	.	PUNCT
ajoaa-4819	116	1	theoretical	theoretical	ADJ
ajoaa-4819	116	2	framework	framework	NOUN
ajoaa-4819	116	3	to	to	PART
ajoaa-4819	116	4	investigate	investigate	VERB
ajoaa-4819	116	5	the	the	DET
ajoaa-4819	116	6	factors	factor	NOUN
ajoaa-4819	116	7	that	that	PRON
ajoaa-4819	116	8	influence	influence	VERB
ajoaa-4819	116	9	agriculture	agriculture	NOUN
ajoaa-4819	116	10	productivity	productivity	NOUN
ajoaa-4819	116	11	in	in	ADP
ajoaa-4819	116	12	somalia	somalia	PROPN
ajoaa-4819	116	13	,	,	PUNCT
ajoaa-4819	116	14	we	we	PRON
ajoaa-4819	116	15	looked	look	VERB
ajoaa-4819	116	16	at	at	ADP
ajoaa-4819	116	17	four	four	NUM
ajoaa-4819	116	18	different	different	ADJ
ajoaa-4819	116	19	explanatory	explanatory	ADJ
ajoaa-4819	116	20	variables	variable	NOUN
ajoaa-4819	116	21	,	,	PUNCT
ajoaa-4819	116	22	namely	namely	ADV
ajoaa-4819	116	23	employment	employment	NOUN
ajoaa-4819	116	24	in	in	ADP
ajoaa-4819	116	25	agriculture	agriculture	NOUN
ajoaa-4819	116	26	(	(	PUNCT
ajoaa-4819	116	27	ema	ema	PROPN
ajoaa-4819	116	28	)	)	PUNCT
ajoaa-4819	116	29	,	,	PUNCT
ajoaa-4819	116	30	rainfall	rainfall	NOUN
ajoaa-4819	116	31	(	(	PUNCT
ajoaa-4819	116	32	rl	rl	NOUN
ajoaa-4819	116	33	)	)	PUNCT
ajoaa-4819	116	34	,	,	PUNCT
ajoaa-4819	116	35	arable	arable	ADJ
ajoaa-4819	116	36	land	land	NOUN
ajoaa-4819	116	37	(	(	PUNCT
ajoaa-4819	116	38	arl	arl	PROPN
ajoaa-4819	116	39	)	)	PUNCT
ajoaa-4819	116	40	,	,	PUNCT
ajoaa-4819	116	41	and	and	CCONJ
ajoaa-4819	116	42	gross	gross	ADJ
ajoaa-4819	116	43	capital	capital	NOUN
ajoaa-4819	116	44	formation	formation	NOUN
ajoaa-4819	116	45	(	(	PUNCT
ajoaa-4819	116	46	gcf	gcf	PROPN
ajoaa-4819	116	47	)	)	PUNCT
ajoaa-4819	116	48	as	as	ADP
ajoaa-4819	116	49	a	a	DET
ajoaa-4819	116	50	proxy	proxy	NOUN
ajoaa-4819	116	51	for	for	ADP
ajoaa-4819	116	52	machinery	machinery	NOUN
ajoaa-4819	116	53	adaptation	adaptation	NOUN
ajoaa-4819	116	54	.	.	PUNCT
ajoaa-4819	117	1	based	base	VERB
ajoaa-4819	117	2	on	on	ADP
ajoaa-4819	117	3	the	the	DET
ajoaa-4819	117	4	available	available	ADJ
ajoaa-4819	117	5	data	datum	NOUN
ajoaa-4819	117	6	and	and	CCONJ
ajoaa-4819	117	7	the	the	DET
ajoaa-4819	117	8	previous	previous	ADJ
ajoaa-4819	117	9	literature	literature	NOUN
ajoaa-4819	117	10	,	,	PUNCT
ajoaa-4819	117	11	these	these	DET
ajoaa-4819	117	12	four	four	NUM
ajoaa-4819	117	13	explanatory	explanatory	ADJ
ajoaa-4819	117	14	variables	variable	NOUN
ajoaa-4819	117	15	were	be	AUX
ajoaa-4819	117	16	chosen	choose	VERB
ajoaa-4819	117	17	because	because	SCONJ
ajoaa-4819	117	18	of	of	ADP
ajoaa-4819	117	19	their	their	PRON
ajoaa-4819	117	20	expected	expect	VERB
ajoaa-4819	117	21	impact	impact	NOUN
ajoaa-4819	117	22	on	on	ADP
ajoaa-4819	117	23	agricultural	agricultural	ADJ
ajoaa-4819	117	24	productivity	productivity	NOUN
ajoaa-4819	117	25	.	.	PUNCT
ajoaa-4819	118	1	several	several	ADJ
ajoaa-4819	118	2	empirical	empirical	ADJ
ajoaa-4819	118	3	studies	study	NOUN
ajoaa-4819	118	4	on	on	ADP
ajoaa-4819	118	5	the	the	DET
ajoaa-4819	118	6	determinants	determinant	NOUN
ajoaa-4819	118	7	of	of	ADP
ajoaa-4819	118	8	agricultural	agricultural	ADJ
ajoaa-4819	118	9	productivity	productivity	NOUN
ajoaa-4819	118	10	have	have	AUX
ajoaa-4819	118	11	used	use	VERB
ajoaa-4819	118	12	the	the	DET
ajoaa-4819	118	13	cobb	cobb	PROPN
ajoaa-4819	118	14	-	-	PUNCT
ajoaa-4819	118	15	douglas	douglas	PROPN
ajoaa-4819	118	16	production	production	NOUN
ajoaa-4819	118	17	function	function	NOUN
ajoaa-4819	118	18	(	(	PUNCT
ajoaa-4819	118	19	ahmad	ahmad	PROPN
ajoaa-4819	118	20	&	&	CCONJ
ajoaa-4819	118	21	heng	heng	PROPN
ajoaa-4819	118	22	,	,	PUNCT
ajoaa-4819	118	23	2012	2012	NUM
ajoaa-4819	118	24	;	;	PUNCT
ajoaa-4819	118	25	ene	ene	PROPN
ajoaa-4819	118	26	,	,	PUNCT
ajoaa-4819	118	27	onyele	onyele	PROPN
ajoaa-4819	118	28	,	,	PUNCT
ajoaa-4819	118	29	&	&	CCONJ
ajoaa-4819	118	30	orji	orji	PROPN
ajoaa-4819	118	31	,	,	PUNCT
ajoaa-4819	118	32	2022	2022	NUM
ajoaa-4819	118	33	;	;	PUNCT
ajoaa-4819	118	34	shita	shita	PROPN
ajoaa-4819	118	35	et	et	PROPN
ajoaa-4819	118	36	al	al	PROPN
ajoaa-4819	118	37	.	.	PROPN
ajoaa-4819	118	38	,	,	PUNCT
ajoaa-4819	118	39	2018	2018	NUM
ajoaa-4819	118	40	)	)	PUNCT
ajoaa-4819	118	41	.	.	PUNCT
ajoaa-4819	119	1	equation	equation	NOUN
ajoaa-4819	119	2	1	1	NUM
ajoaa-4819	119	3	models	model	NOUN
ajoaa-4819	119	4	the	the	DET
ajoaa-4819	119	5	cobb	cobb	PROPN
ajoaa-4819	119	6	-	-	PUNCT
ajoaa-4819	119	7	douglas	douglas	PROPN
ajoaa-4819	119	8	production	production	NOUN
ajoaa-4819	119	9	function	function	NOUN
ajoaa-4819	119	10	:	:	PUNCT
ajoaa-4819	119	11	𝑌	𝑌	PROPN
ajoaa-4819	119	12	=	=	PUNCT
ajoaa-4819	119	13	𝐴𝐾𝛼𝐿𝛽	𝐴𝐾𝛼𝐿𝛽	PROPN
ajoaa-4819	119	14	(	(	PUNCT
ajoaa-4819	119	15	1	1	X
ajoaa-4819	119	16	)	)	PUNCT
ajoaa-4819	119	17	where	where	SCONJ
ajoaa-4819	119	18	y	y	PROPN
ajoaa-4819	119	19	,	,	PUNCT
ajoaa-4819	119	20	k	k	NOUN
ajoaa-4819	119	21	,	,	PUNCT
ajoaa-4819	119	22	and	and	CCONJ
ajoaa-4819	119	23	l	l	NOUN
ajoaa-4819	119	24	indicate	indicate	VERB
ajoaa-4819	119	25	output	output	NOUN
ajoaa-4819	119	26	level	level	NOUN
ajoaa-4819	119	27	,	,	PUNCT
ajoaa-4819	119	28	capital	capital	NOUN
ajoaa-4819	119	29	,	,	PUNCT
ajoaa-4819	119	30	and	and	CCONJ
ajoaa-4819	119	31	labor	labor	NOUN
ajoaa-4819	119	32	inputs	input	NOUN
ajoaa-4819	119	33	,	,	PUNCT
ajoaa-4819	119	34	respectively	respectively	ADV
ajoaa-4819	119	35	,	,	PUNCT
ajoaa-4819	119	36	and	and	CCONJ
ajoaa-4819	119	37	a	a	DET
ajoaa-4819	119	38	,	,	PUNCT
ajoaa-4819	119	39	α	α	NOUN
ajoaa-4819	119	40	,	,	PUNCT
ajoaa-4819	119	41	and	and	CCONJ
ajoaa-4819	119	42	β	β	X
ajoaa-4819	119	43	are	be	AUX
ajoaa-4819	119	44	parameters	parameter	NOUN
ajoaa-4819	119	45	determining	determine	VERB
ajoaa-4819	119	46	the	the	DET
ajoaa-4819	119	47	production	production	NOUN
ajoaa-4819	119	48	technology	technology	NOUN
ajoaa-4819	119	49	.	.	PUNCT
ajoaa-4819	120	1	the	the	DET
ajoaa-4819	120	2	cobb	cobb	PROPN
ajoaa-4819	120	3	-	-	PUNCT
ajoaa-4819	120	4	douglas	douglas	PROPN
ajoaa-4819	120	5	production	production	NOUN
ajoaa-4819	120	6	function	function	NOUN
ajoaa-4819	120	7	analysis	analysis	NOUN
ajoaa-4819	120	8	considers	consider	VERB
ajoaa-4819	120	9	all	all	DET
ajoaa-4819	120	10	the	the	DET
ajoaa-4819	120	11	productivity	productivity	NOUN
ajoaa-4819	120	12	factors	factor	NOUN
ajoaa-4819	120	13	,	,	PUNCT
ajoaa-4819	120	14	including	include	VERB
ajoaa-4819	120	15	rainfall	rainfall	NOUN
ajoaa-4819	120	16	,	,	PUNCT
ajoaa-4819	120	17	employment	employment	NOUN
ajoaa-4819	120	18	in	in	ADP
ajoaa-4819	120	19	agriculture	agriculture	NOUN
ajoaa-4819	120	20	,	,	PUNCT
ajoaa-4819	120	21	gross	gross	ADJ
ajoaa-4819	120	22	capital	capital	NOUN
ajoaa-4819	120	23	formation	formation	NOUN
ajoaa-4819	120	24	,	,	PUNCT
ajoaa-4819	120	25	and	and	CCONJ
ajoaa-4819	120	26	arable	arable	ADJ
ajoaa-4819	120	27	land	land	NOUN
ajoaa-4819	120	28	.	.	PUNCT
ajoaa-4819	121	1	3.3	3.3	NUM
ajoaa-4819	121	2	.	.	PUNCT
ajoaa-4819	122	1	empirical	empirical	ADJ
ajoaa-4819	122	2	model	model	NOUN
ajoaa-4819	122	3	using	use	VERB
ajoaa-4819	122	4	equation	equation	NOUN
ajoaa-4819	122	5	2	2	NUM
ajoaa-4819	122	6	,	,	PUNCT
ajoaa-4819	122	7	the	the	DET
ajoaa-4819	122	8	coefficients	coefficient	NOUN
ajoaa-4819	122	9	of	of	ADP
ajoaa-4819	122	10	different	different	ADJ
ajoaa-4819	122	11	factors	factor	NOUN
ajoaa-4819	122	12	that	that	PRON
ajoaa-4819	122	13	are	be	AUX
ajoaa-4819	122	14	thought	think	VERB
ajoaa-4819	122	15	to	to	PART
ajoaa-4819	122	16	affect	affect	VERB
ajoaa-4819	122	17	agricultural	agricultural	ADJ
ajoaa-4819	122	18	productivity	productivity	NOUN
ajoaa-4819	122	19	in	in	ADP
ajoaa-4819	122	20	somalia	somalia	PROPN
ajoaa-4819	122	21	are	be	AUX
ajoaa-4819	122	22	estimated	estimate	VERB
ajoaa-4819	122	23	:	:	PUNCT
ajoaa-4819	122	24	𝐿𝑛(𝐴𝑃	𝐿𝑛(𝐴𝑃	X
ajoaa-4819	122	25	)	)	PUNCT
ajoaa-4819	122	26	=	=	SYM
ajoaa-4819	122	27	𝛼0	𝛼0	PROPN
ajoaa-4819	122	28	+	+	CCONJ
ajoaa-4819	122	29	𝛼1𝐿𝑛(𝐸𝑚𝐴𝑡	𝛼1𝐿𝑛(𝐸𝑚𝐴𝑡	NOUN
ajoaa-4819	122	30	)	)	PUNCT
ajoaa-4819	122	31	+	+	NUM
ajoaa-4819	122	32	𝛼2𝐿𝑛(𝐺𝐶𝐹𝑡	𝛼2𝐿𝑛(𝐺𝐶𝐹𝑡	NOUN
ajoaa-4819	122	33	)	)	PUNCT
ajoaa-4819	122	34	+	+	CCONJ
ajoaa-4819	122	35	𝛼3𝐿𝑛(𝐴𝑟𝐿𝑡	𝛼3𝐿𝑛(𝐴𝑟𝐿𝑡	NOUN
ajoaa-4819	122	36	)	)	PUNCT
ajoaa-4819	123	1	+	+	NUM
ajoaa-4819	123	2	𝛼4𝐿𝑛(𝑅𝐹𝑡	𝛼4𝐿𝑛(𝑅𝐹𝑡	NOUN
ajoaa-4819	123	3	)	)	PUNCT
ajoaa-4819	124	1	+	+	CCONJ
ajoaa-4819	124	2	휀𝑡	휀𝑡	ADJ
ajoaa-4819	124	3	(	(	PUNCT
ajoaa-4819	124	4	2	2	NUM
ajoaa-4819	124	5	)	)	PUNCT
ajoaa-4819	124	6	where	where	SCONJ
ajoaa-4819	124	7	ap	ap	PROPN
ajoaa-4819	124	8	is	be	AUX
ajoaa-4819	124	9	agricultural	agricultural	ADJ
ajoaa-4819	124	10	productivity	productivity	NOUN
ajoaa-4819	124	11	,	,	PUNCT
ajoaa-4819	124	12	ema	ema	PROPN
ajoaa-4819	124	13	is	be	AUX
ajoaa-4819	124	14	employment	employment	NOUN
ajoaa-4819	124	15	in	in	ADP
ajoaa-4819	124	16	agriculture	agriculture	NOUN
ajoaa-4819	124	17	,	,	PUNCT
ajoaa-4819	124	18	gcf	gcf	PROPN
ajoaa-4819	124	19	is	be	AUX
ajoaa-4819	124	20	gross	gross	ADJ
ajoaa-4819	124	21	capital	capital	NOUN
ajoaa-4819	124	22	formation	formation	NOUN
ajoaa-4819	124	23	,	,	PUNCT
ajoaa-4819	124	24	arl	arl	PROPN
ajoaa-4819	124	25	is	be	AUX
ajoaa-4819	124	26	arable	arable	ADJ
ajoaa-4819	124	27	land	land	NOUN
ajoaa-4819	124	28	,	,	PUNCT
ajoaa-4819	124	29	and	and	CCONJ
ajoaa-4819	124	30	rf	rf	NOUN
ajoaa-4819	124	31	is	be	AUX
ajoaa-4819	124	32	rainfall	rainfall	NOUN
ajoaa-4819	124	33	.	.	PUNCT
ajoaa-4819	125	1	the	the	DET
ajoaa-4819	125	2	long	long	ADV
ajoaa-4819	125	3	-	-	PUNCT
ajoaa-4819	125	4	run	run	NOUN
ajoaa-4819	125	5	coefficients	coefficient	NOUN
ajoaa-4819	125	6	to	to	PART
ajoaa-4819	125	7	be	be	AUX
ajoaa-4819	125	8	estimated	estimate	VERB
ajoaa-4819	125	9	are	be	AUX
ajoaa-4819	125	10	α1	α1	PROPN
ajoaa-4819	125	11	to	to	ADP
ajoaa-4819	125	12	α4	α4	NOUN
ajoaa-4819	125	13	,	,	PUNCT
ajoaa-4819	125	14	ε	ε	PROPN
ajoaa-4819	125	15	is	be	AUX
ajoaa-4819	125	16	the	the	DET
ajoaa-4819	125	17	white	white	ADJ
ajoaa-4819	125	18	noise	noise	NOUN
ajoaa-4819	125	19	random	random	ADJ
ajoaa-4819	125	20	error	error	NOUN
ajoaa-4819	125	21	,	,	PUNCT
ajoaa-4819	125	22	and	and	CCONJ
ajoaa-4819	125	23	t	t	PROPN
ajoaa-4819	125	24	is	be	AUX
ajoaa-4819	125	25	the	the	DET
ajoaa-4819	125	26	time	time	NOUN
ajoaa-4819	125	27	period	period	NOUN
ajoaa-4819	125	28	.	.	PUNCT
ajoaa-4819	126	1	numerous	numerous	ADJ
ajoaa-4819	126	2	econometric	econometric	ADJ
ajoaa-4819	126	3	tests	test	NOUN
ajoaa-4819	126	4	are	be	AUX
ajoaa-4819	126	5	available	available	ADJ
ajoaa-4819	126	6	to	to	PART
ajoaa-4819	126	7	estimate	estimate	VERB
ajoaa-4819	126	8	the	the	DET
ajoaa-4819	126	9	long	long	ADV
ajoaa-4819	126	10	-	-	PUNCT
ajoaa-4819	126	11	run	run	NOUN
ajoaa-4819	126	12	relationship	relationship	NOUN
ajoaa-4819	126	13	between	between	ADP
ajoaa-4819	126	14	various	various	ADJ
ajoaa-4819	126	15	econometric	econometric	ADJ
ajoaa-4819	126	16	variables	variable	NOUN
ajoaa-4819	126	17	.	.	PUNCT
ajoaa-4819	127	1	many	many	ADJ
ajoaa-4819	127	2	studies	study	NOUN
ajoaa-4819	127	3	have	have	AUX
ajoaa-4819	127	4	used	use	VERB
ajoaa-4819	127	5	johansen	johansen	PROPN
ajoaa-4819	127	6	and	and	CCONJ
ajoaa-4819	127	7	juselius	juselius	PROPN
ajoaa-4819	127	8	(	(	PUNCT
ajoaa-4819	127	9	1990	1990	NUM
ajoaa-4819	127	10	)	)	PUNCT
ajoaa-4819	127	11	,	,	PUNCT
ajoaa-4819	127	12	granger	granger	PROPN
ajoaa-4819	127	13	and	and	CCONJ
ajoaa-4819	127	14	engle	engle	PROPN
ajoaa-4819	127	15	(	(	PUNCT
ajoaa-4819	127	16	1987	1987	NUM
ajoaa-4819	127	17	)	)	PUNCT
ajoaa-4819	127	18	,	,	PUNCT
ajoaa-4819	127	19	and	and	CCONJ
ajoaa-4819	127	20	johansen	johansen	PROPN
ajoaa-4819	127	21	(	(	PUNCT
ajoaa-4819	127	22	1988	1988	NUM
ajoaa-4819	127	23	)	)	PUNCT
ajoaa-4819	127	24	for	for	ADP
ajoaa-4819	127	25	cointegration	cointegration	NOUN
ajoaa-4819	127	26	testing	testing	NOUN
ajoaa-4819	127	27	.	.	PUNCT
ajoaa-4819	128	1	however	however	ADV
ajoaa-4819	128	2	,	,	PUNCT
ajoaa-4819	128	3	in	in	ADP
ajoaa-4819	128	4	order	order	NOUN
ajoaa-4819	128	5	to	to	PART
ajoaa-4819	128	6	employ	employ	VERB
ajoaa-4819	128	7	these	these	DET
ajoaa-4819	128	8	cointegration	cointegration	NOUN
ajoaa-4819	128	9	testing	testing	NOUN
ajoaa-4819	128	10	techniques	technique	NOUN
ajoaa-4819	128	11	,	,	PUNCT
ajoaa-4819	128	12	all	all	DET
ajoaa-4819	128	13	model	model	NOUN
ajoaa-4819	128	14	variables	variable	NOUN
ajoaa-4819	128	15	must	must	AUX
ajoaa-4819	128	16	be	be	AUX
ajoaa-4819	128	17	stationary	stationary	ADJ
ajoaa-4819	128	18	at	at	ADP
ajoaa-4819	128	19	order	order	NOUN
ajoaa-4819	128	20	1	1	NUM
ajoaa-4819	128	21	,	,	PUNCT
ajoaa-4819	128	22	that	that	ADV
ajoaa-4819	128	23	is	is	ADV
ajoaa-4819	128	24	,	,	PUNCT
ajoaa-4819	128	25	they	they	PRON
ajoaa-4819	128	26	must	must	AUX
ajoaa-4819	128	27	be	be	AUX
ajoaa-4819	128	28	i(1	i(1	PROPN
ajoaa-4819	128	29	)	)	PUNCT
ajoaa-4819	128	30	.	.	PUNCT
ajoaa-4819	129	1	further	far	ADV
ajoaa-4819	129	2	,	,	PUNCT
ajoaa-4819	129	3	these	these	DET
ajoaa-4819	129	4	methods	method	NOUN
ajoaa-4819	129	5	necessitate	necessitate	VERB
ajoaa-4819	129	6	a	a	DET
ajoaa-4819	129	7	large	large	ADJ
ajoaa-4819	129	8	sample	sample	NOUN
ajoaa-4819	129	9	size	size	NOUN
ajoaa-4819	129	10	.	.	PUNCT
ajoaa-4819	130	1	to	to	PART
ajoaa-4819	130	2	avoid	avoid	VERB
ajoaa-4819	130	3	these	these	DET
ajoaa-4819	130	4	problems	problem	NOUN
ajoaa-4819	130	5	,	,	PUNCT
ajoaa-4819	130	6	the	the	DET
ajoaa-4819	130	7	ardl	ardl	NOUN
ajoaa-4819	130	8	approach	approach	NOUN
ajoaa-4819	130	9	developed	develop	VERB
ajoaa-4819	130	10	by	by	ADP
ajoaa-4819	130	11	pesaran	pesaran	VERB
ajoaa-4819	130	12	,	,	PUNCT
ajoaa-4819	130	13	shin	shin	NOUN
ajoaa-4819	130	14	,	,	PUNCT
ajoaa-4819	130	15	and	and	CCONJ
ajoaa-4819	130	16	smith	smith	PROPN
ajoaa-4819	130	17	(	(	PUNCT
ajoaa-4819	130	18	1996	1996	NUM
ajoaa-4819	130	19	)	)	PUNCT
ajoaa-4819	130	20	,	,	PUNCT
ajoaa-4819	130	21	pesaran	pesaran	NOUN
ajoaa-4819	130	22	and	and	CCONJ
ajoaa-4819	130	23	shin	shin	NOUN
ajoaa-4819	130	24	(	(	PUNCT
ajoaa-4819	130	25	1995	1995	NUM
ajoaa-4819	130	26	)	)	PUNCT
ajoaa-4819	130	27	,	,	PUNCT
ajoaa-4819	130	28	and	and	CCONJ
ajoaa-4819	130	29	pesaran	pesaran	NOUN
ajoaa-4819	130	30	,	,	PUNCT
ajoaa-4819	130	31	shin	shin	NOUN
ajoaa-4819	130	32	,	,	PUNCT
ajoaa-4819	130	33	and	and	CCONJ
ajoaa-4819	130	34	smith	smith	PROPN
ajoaa-4819	130	35	(	(	PUNCT
ajoaa-4819	130	36	2001	2001	NUM
ajoaa-4819	130	37	)	)	PUNCT
ajoaa-4819	130	38	was	be	AUX
ajoaa-4819	130	39	used	use	VERB
ajoaa-4819	130	40	in	in	ADP
ajoaa-4819	130	41	this	this	DET
ajoaa-4819	130	42	work	work	NOUN
ajoaa-4819	130	43	since	since	SCONJ
ajoaa-4819	130	44	ardl	ardl	NOUN
ajoaa-4819	130	45	is	be	AUX
ajoaa-4819	130	46	flexible	flexible	ADJ
ajoaa-4819	130	47	and	and	CCONJ
ajoaa-4819	130	48	requires	require	VERB
ajoaa-4819	130	49	that	that	SCONJ
ajoaa-4819	130	50	variables	variable	NOUN
ajoaa-4819	130	51	are	be	AUX
ajoaa-4819	130	52	integrated	integrate	VERB
ajoaa-4819	130	53	in	in	ADP
ajoaa-4819	130	54	order	order	NOUN
ajoaa-4819	130	55	0	0	NUM
ajoaa-4819	130	56	or	or	CCONJ
ajoaa-4819	130	57	1	1	NUM
ajoaa-4819	130	58	.	.	PUNCT
ajoaa-4819	131	1	the	the	DET
ajoaa-4819	131	2	ardl	ardl	NOUN
ajoaa-4819	131	3	has	have	VERB
ajoaa-4819	131	4	a	a	DET
ajoaa-4819	131	5	single	single	ADJ
ajoaa-4819	131	6	requirement	requirement	NOUN
ajoaa-4819	131	7	,	,	PUNCT
ajoaa-4819	131	8	which	which	PRON
ajoaa-4819	131	9	is	be	AUX
ajoaa-4819	131	10	that	that	SCONJ
ajoaa-4819	131	11	none	none	NOUN
ajoaa-4819	131	12	of	of	ADP
ajoaa-4819	131	13	the	the	DET
ajoaa-4819	131	14	variables	variable	NOUN
ajoaa-4819	131	15	in	in	ADP
ajoaa-4819	131	16	the	the	DET
ajoaa-4819	131	17	model	model	NOUN
ajoaa-4819	131	18	can	can	AUX
ajoaa-4819	131	19	have	have	VERB
ajoaa-4819	131	20	an	an	DET
ajoaa-4819	131	21	order	order	NOUN
ajoaa-4819	131	22	that	that	PRON
ajoaa-4819	131	23	is	be	AUX
ajoaa-4819	131	24	i(2	i(2	PROPN
ajoaa-4819	131	25	)	)	PUNCT
ajoaa-4819	131	26	or	or	CCONJ
ajoaa-4819	131	27	higher	high	ADJ
ajoaa-4819	131	28	.	.	PUNCT
ajoaa-4819	132	1	this	this	PRON
ajoaa-4819	132	2	is	be	AUX
ajoaa-4819	132	3	the	the	DET
ajoaa-4819	132	4	only	only	ADJ
ajoaa-4819	132	5	condition	condition	NOUN
ajoaa-4819	132	6	that	that	PRON
ajoaa-4819	132	7	must	must	AUX
ajoaa-4819	132	8	be	be	AUX
ajoaa-4819	132	9	met	meet	VERB
ajoaa-4819	132	10	.	.	PUNCT
ajoaa-4819	133	1	furthermore	furthermore	ADV
ajoaa-4819	133	2	,	,	PUNCT
ajoaa-4819	133	3	even	even	ADV
ajoaa-4819	133	4	for	for	ADP
ajoaa-4819	133	5	small	small	ADJ
ajoaa-4819	133	6	samples	sample	NOUN
ajoaa-4819	133	7	,	,	PUNCT
ajoaa-4819	133	8	the	the	DET
ajoaa-4819	133	9	ardl	ardl	NOUN
ajoaa-4819	133	10	estimation	estimation	NOUN
ajoaa-4819	133	11	technique	technique	NOUN
ajoaa-4819	133	12	provides	provide	VERB
ajoaa-4819	133	13	efficient	efficient	ADJ
ajoaa-4819	133	14	results	result	NOUN
ajoaa-4819	133	15	.	.	PUNCT
ajoaa-4819	134	1	the	the	DET
ajoaa-4819	134	2	ardl	ardl	NOUN
ajoaa-4819	134	3	technique	technique	NOUN
ajoaa-4819	134	4	was	be	AUX
ajoaa-4819	134	5	chosen	choose	VERB
ajoaa-4819	134	6	for	for	ADP
ajoaa-4819	134	7	the	the	DET
ajoaa-4819	134	8	research	research	NOUN
ajoaa-4819	134	9	because	because	SCONJ
ajoaa-4819	134	10	it	it	PRON
ajoaa-4819	134	11	offers	offer	VERB
ajoaa-4819	134	12	the	the	DET
ajoaa-4819	134	13	benefits	benefit	NOUN
ajoaa-4819	134	14	described	describe	VERB
ajoaa-4819	134	15	above	above	ADV
ajoaa-4819	134	16	.	.	PUNCT
ajoaa-4819	135	1	in	in	ADP
ajoaa-4819	135	2	addition	addition	NOUN
ajoaa-4819	135	3	,	,	PUNCT
ajoaa-4819	135	4	some	some	PRON
ajoaa-4819	135	5	of	of	ADP
ajoaa-4819	135	6	the	the	DET
ajoaa-4819	135	7	variables	variable	NOUN
ajoaa-4819	135	8	that	that	PRON
ajoaa-4819	135	9	were	be	AUX
ajoaa-4819	135	10	included	include	VERB
ajoaa-4819	135	11	in	in	ADP
ajoaa-4819	135	12	the	the	DET
ajoaa-4819	135	13	research	research	NOUN
ajoaa-4819	135	14	project	project	NOUN
ajoaa-4819	135	15	are	be	AUX
ajoaa-4819	135	16	thought	think	VERB
ajoaa-4819	135	17	to	to	PART
ajoaa-4819	135	18	be	be	AUX
ajoaa-4819	135	19	stationary	stationary	ADJ
ajoaa-4819	135	20	at	at	ADP
ajoaa-4819	135	21	level	level	NOUN
ajoaa-4819	135	22	,	,	PUNCT
ajoaa-4819	135	23	while	while	SCONJ
ajoaa-4819	135	24	others	other	NOUN
ajoaa-4819	135	25	are	be	AUX
ajoaa-4819	135	26	thought	think	VERB
ajoaa-4819	135	27	to	to	PART
ajoaa-4819	135	28	be	be	AUX
ajoaa-4819	135	29	stationary	stationary	ADJ
ajoaa-4819	135	30	at	at	ADP
ajoaa-4819	135	31	the	the	DET
ajoaa-4819	135	32	first	first	ADJ
ajoaa-4819	135	33	difference	difference	NOUN
ajoaa-4819	135	34	.	.	PUNCT
ajoaa-4819	136	1	these	these	DET
ajoaa-4819	136	2	two	two	NUM
ajoaa-4819	136	3	categories	category	NOUN
ajoaa-4819	136	4	of	of	ADP
ajoaa-4819	136	5	stability	stability	NOUN
ajoaa-4819	136	6	were	be	AUX
ajoaa-4819	136	7	compared	compare	VERB
ajoaa-4819	136	8	and	and	CCONJ
ajoaa-4819	136	9	contrasted	contrast	VERB
ajoaa-4819	136	10	.	.	PUNCT
ajoaa-4819	137	1	prior	prior	ADV
ajoaa-4819	137	2	to	to	ADP
ajoaa-4819	137	3	the	the	DET
ajoaa-4819	137	4	development	development	NOUN
ajoaa-4819	137	5	of	of	ADP
ajoaa-4819	137	6	ardl	ardl	NOUN
ajoaa-4819	137	7	estimation	estimation	NOUN
ajoaa-4819	137	8	techniques	technique	NOUN
ajoaa-4819	137	9	,	,	PUNCT
ajoaa-4819	137	10	stationary	stationary	ADJ
ajoaa-4819	137	11	testing	testing	NOUN
ajoaa-4819	137	12	was	be	AUX
ajoaa-4819	137	13	conducted	conduct	VERB
ajoaa-4819	137	14	using	use	VERB
ajoaa-4819	137	15	augmented	augment	VERB
ajoaa-4819	137	16	dickeyfuller	dickeyfuller	NOUN
ajoaa-4819	137	17	tests	test	NOUN
ajoaa-4819	137	18	(	(	PUNCT
ajoaa-4819	137	19	dickey	dickey	PROPN
ajoaa-4819	137	20	&	&	CCONJ
ajoaa-4819	137	21	fuller	full	ADJ
ajoaa-4819	137	22	,	,	PUNCT
ajoaa-4819	137	23	1979	1979	NUM
ajoaa-4819	137	24	)	)	PUNCT
ajoaa-4819	137	25	.	.	PUNCT
ajoaa-4819	138	1	this	this	PRON
ajoaa-4819	138	2	is	be	AUX
ajoaa-4819	138	3	significant	significant	ADJ
ajoaa-4819	138	4	because	because	SCONJ
ajoaa-4819	138	5	practically	practically	ADV
ajoaa-4819	138	6	every	every	DET
ajoaa-4819	138	7	macroeconomic	macroeconomic	ADJ
ajoaa-4819	138	8	time	time	NOUN
ajoaa-4819	138	9	series	series	PROPN
ajoaa-4819	138	10	possesses	possess	VERB
ajoaa-4819	138	11	a	a	DET
ajoaa-4819	138	12	unit	unit	NOUN
ajoaa-4819	138	13	root	root	NOUN
ajoaa-4819	138	14	,	,	PUNCT
ajoaa-4819	138	15	and	and	CCONJ
ajoaa-4819	138	16	regression	regression	VERB
ajoaa-4819	138	17	analysis	analysis	NOUN
ajoaa-4819	138	18	carried	carry	VERB
ajoaa-4819	138	19	out	out	ADP
ajoaa-4819	138	20	on	on	ADP
ajoaa-4819	138	21	non	non	ADJ
ajoaa-4819	138	22	-	-	ADJ
ajoaa-4819	138	23	stationary	stationary	ADJ
ajoaa-4819	138	24	data	datum	NOUN
ajoaa-4819	138	25	invariably	invariably	ADV
ajoaa-4819	138	26	produces	produce	VERB
ajoaa-4819	138	27	erroneous	erroneous	ADJ
ajoaa-4819	138	28	regression	regression	NOUN
ajoaa-4819	138	29	outputs	output	NOUN
ajoaa-4819	138	30	.	.	PUNCT
ajoaa-4819	139	1	as	as	ADP
ajoaa-4819	139	2	a	a	DET
ajoaa-4819	139	3	result	result	NOUN
ajoaa-4819	139	4	,	,	PUNCT
ajoaa-4819	139	5	the	the	DET
ajoaa-4819	139	6	model	model	NOUN
ajoaa-4819	139	7	is	be	AUX
ajoaa-4819	139	8	written	write	VERB
ajoaa-4819	139	9	as	as	SCONJ
ajoaa-4819	139	10	follows	follow	VERB
ajoaa-4819	139	11	:	:	PUNCT
ajoaa-4819	139	12	asian	asian	ADJ
ajoaa-4819	139	13	journal	journal	NOUN
ajoaa-4819	139	14	of	of	ADP
ajoaa-4819	139	15	agriculture	agriculture	NOUN
ajoaa-4819	139	16	and	and	CCONJ
ajoaa-4819	139	17	rural	rural	ADJ
ajoaa-4819	139	18	development	development	NOUN
ajoaa-4819	139	19	,	,	PUNCT
ajoaa-4819	139	20	13(3	13(3	NUM
ajoaa-4819	139	21	)	)	PUNCT
ajoaa-4819	139	22	2023	2023	NUM
ajoaa-4819	139	23	:	:	PUNCT
ajoaa-4819	139	24	154	154	NUM
ajoaa-4819	139	25	-	-	SYM
ajoaa-4819	139	26	162	162	NUM
ajoaa-4819	139	27	158	158	NUM
ajoaa-4819	139	28	∆	∆	PUNCT
ajoaa-4819	140	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	140	2	(	(	PUNCT
ajoaa-4819	140	3	𝐴𝑃𝑡	𝐴𝑃𝑡	PROPN
ajoaa-4819	140	4	)	)	PUNCT
ajoaa-4819	140	5	=	=	SYM
ajoaa-4819	140	6	𝛼0	𝛼0	PROPN
ajoaa-4819	140	7	+	+	CCONJ
ajoaa-4819	140	8	∑	∑	PROPN
ajoaa-4819	140	9	𝛼	𝛼	PROPN
ajoaa-4819	140	10	𝑞1	𝑞1	PROPN
ajoaa-4819	140	11	𝑖=1	𝑖=1	PROPN
ajoaa-4819	140	12	1i	1i	NOUN
ajoaa-4819	140	13	∆	∆	PUNCT
ajoaa-4819	141	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	141	2	(	(	PUNCT
ajoaa-4819	141	3	𝐴𝑃𝑡−𝑖	𝐴𝑃𝑡−𝑖	ADJ
ajoaa-4819	141	4	)	)	PUNCT
ajoaa-4819	142	1	+	+	CCONJ
ajoaa-4819	142	2	∑	∑	PART
ajoaa-4819	142	3	𝛼	𝛼	PRON
ajoaa-4819	142	4	𝑞2	𝑞2	NOUN
ajoaa-4819	142	5	𝑖=1	𝑖=1	PROPN
ajoaa-4819	142	6	2i	2i	NOUN
ajoaa-4819	142	7	∆	∆	PUNCT
ajoaa-4819	143	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	143	2	(	(	PUNCT
ajoaa-4819	143	3	𝐸𝑚𝐴𝑡−𝑖	𝐸𝑚𝐴𝑡−𝑖	PROPN
ajoaa-4819	143	4	)	)	PUNCT
ajoaa-4819	143	5	+	+	CCONJ
ajoaa-4819	143	6	∑	∑	PUNCT
ajoaa-4819	143	7	𝛼	𝛼	PRON
ajoaa-4819	143	8	𝑞3	𝑞3	NOUN
ajoaa-4819	143	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	143	10	3i	3i	NOUN
ajoaa-4819	143	11	∆	∆	X
ajoaa-4819	144	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	144	2	(	(	PUNCT
ajoaa-4819	144	3	𝐺𝐶𝐹𝑡−𝑖	𝐺𝐶𝐹𝑡−𝑖	PROPN
ajoaa-4819	144	4	)	)	PUNCT
ajoaa-4819	144	5	+	+	CCONJ
ajoaa-4819	144	6	∑	∑	ADP
ajoaa-4819	144	7	𝛼	𝛼	PRON
ajoaa-4819	144	8	𝑞4	𝑞4	ADJ
ajoaa-4819	144	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	144	10	4i	4i	NOUN
ajoaa-4819	144	11	∆	∆	PUNCT
ajoaa-4819	145	1	𝐿𝑛	𝐿𝑛	INTJ
ajoaa-4819	145	2	(	(	PUNCT
ajoaa-4819	145	3	𝐴𝑟𝐿𝑡−𝑖	𝐴𝑟𝐿𝑡−𝑖	PROPN
ajoaa-4819	145	4	)	)	PUNCT
ajoaa-4819	145	5	+	+	CCONJ
ajoaa-4819	145	6	∑	∑	PROPN
ajoaa-4819	145	7	𝛼	𝛼	ADJ
ajoaa-4819	145	8	𝑞5	𝑞5	NOUN
ajoaa-4819	145	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	145	10	5i	5i	NUM
ajoaa-4819	145	11	∆	∆	PUNCT
ajoaa-4819	146	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	146	2	(	(	PUNCT
ajoaa-4819	146	3	𝑅𝐹𝑡−𝑖	𝑅𝐹𝑡−𝑖	ADJ
ajoaa-4819	146	4	)	)	PUNCT
ajoaa-4819	146	5	+	+	CCONJ
ajoaa-4819	146	6	𝛽1	𝛽1	NOUN
ajoaa-4819	146	7	∆	∆	PUNCT
ajoaa-4819	146	8	𝐿𝑛(𝐴𝑃𝑡−1	𝐿𝑛(𝐴𝑃𝑡−1	NOUN
ajoaa-4819	146	9	)	)	PUNCT
ajoaa-4819	147	1	+	+	CCONJ
ajoaa-4819	147	2	𝛽2	𝛽2	PROPN
ajoaa-4819	147	3	∆	∆	PROPN
ajoaa-4819	147	4	𝐿𝑛(𝐸𝑚𝐴𝑡−1	𝐿𝑛(𝐸𝑚𝐴𝑡−1	PROPN
ajoaa-4819	147	5	)	)	PUNCT
ajoaa-4819	148	1	+	+	NUM
ajoaa-4819	148	2	𝛽3	𝛽3	NOUN
ajoaa-4819	148	3	∆	∆	X
ajoaa-4819	148	4	𝐿𝑛(𝐺𝐶𝐹𝑡−1	𝐿𝑛(𝐺𝐶𝐹𝑡−1	PUNCT
ajoaa-4819	148	5	)	)	PUNCT
ajoaa-4819	149	1	+	+	CCONJ
ajoaa-4819	149	2	𝛽4	𝛽4	PROPN
ajoaa-4819	149	3	∆	∆	PROPN
ajoaa-4819	149	4	𝐿𝑛(𝐴𝑟𝐿𝑡−1	𝐿𝑛(𝐴𝑟𝐿𝑡−1	PROPN
ajoaa-4819	149	5	)	)	PUNCT
ajoaa-4819	150	1	+	+	CCONJ
ajoaa-4819	150	2	𝛽5	𝛽5	ADJ
ajoaa-4819	150	3	∆	∆	ADJ
ajoaa-4819	150	4	𝐿𝑛(𝑅𝐹𝑡−1	𝐿𝑛(𝑅𝐹𝑡−1	PROPN
ajoaa-4819	150	5	)	)	PUNCT
ajoaa-4819	150	6	+	+	NOUN
ajoaa-4819	150	7	휀t	휀t	X
ajoaa-4819	150	8	(	(	PUNCT
ajoaa-4819	150	9	3	3	NUM
ajoaa-4819	150	10	)	)	PUNCT
ajoaa-4819	150	11	where	where	SCONJ
ajoaa-4819	150	12	∆	∆	PROPN
ajoaa-4819	150	13	is	be	AUX
ajoaa-4819	150	14	the	the	DET
ajoaa-4819	150	15	first	first	ADJ
ajoaa-4819	150	16	difference	difference	NOUN
ajoaa-4819	150	17	operator	operator	NOUN
ajoaa-4819	150	18	,	,	PUNCT
ajoaa-4819	150	19	𝑞1	𝑞1	PROPN
ajoaa-4819	150	20	represents	represent	VERB
ajoaa-4819	150	21	the	the	DET
ajoaa-4819	150	22	optimal	optimal	ADJ
ajoaa-4819	150	23	lag	lag	NOUN
ajoaa-4819	150	24	length	length	NOUN
ajoaa-4819	150	25	,	,	PUNCT
ajoaa-4819	150	26	𝛼0	𝛼0	PROPN
ajoaa-4819	150	27	is	be	AUX
ajoaa-4819	150	28	the	the	DET
ajoaa-4819	150	29	drift	drift	NOUN
ajoaa-4819	150	30	component	component	NOUN
ajoaa-4819	150	31	,	,	PUNCT
ajoaa-4819	150	32	and	and	CCONJ
ajoaa-4819	150	33	휀t	휀t	ADV
ajoaa-4819	150	34	represents	represent	VERB
ajoaa-4819	150	35	the	the	DET
ajoaa-4819	150	36	residuals	residual	NOUN
ajoaa-4819	150	37	.	.	PUNCT
ajoaa-4819	151	1	the	the	DET
ajoaa-4819	151	2	coefficients	coefficient	NOUN
ajoaa-4819	151	3	from	from	ADP
ajoaa-4819	151	4	𝛼1	𝛼1	NOUN
ajoaa-4819	151	5	through	through	ADP
ajoaa-4819	151	6	𝛼5	𝛼5	NOUN
ajoaa-4819	151	7	represent	represent	VERB
ajoaa-4819	151	8	short	short	ADJ
ajoaa-4819	151	9	-	-	PUNCT
ajoaa-4819	151	10	run	run	NOUN
ajoaa-4819	151	11	dynamics	dynamic	NOUN
ajoaa-4819	151	12	,	,	PUNCT
ajoaa-4819	151	13	while	while	SCONJ
ajoaa-4819	151	14	𝛽1	𝛽1	NOUN
ajoaa-4819	151	15	through	through	ADP
ajoaa-4819	151	16	𝛽5	𝛽5	NOUN
ajoaa-4819	151	17	represent	represent	VERB
ajoaa-4819	151	18	the	the	DET
ajoaa-4819	151	19	long	long	ADV
ajoaa-4819	151	20	-	-	PUNCT
ajoaa-4819	151	21	run	run	NOUN
ajoaa-4819	151	22	relationships	relationship	NOUN
ajoaa-4819	151	23	of	of	ADP
ajoaa-4819	151	24	ap	ap	PROPN
ajoaa-4819	151	25	with	with	ADP
ajoaa-4819	151	26	different	different	ADJ
ajoaa-4819	151	27	explanatory	explanatory	ADJ
ajoaa-4819	151	28	variables	variable	NOUN
ajoaa-4819	151	29	.	.	PUNCT
ajoaa-4819	152	1	the	the	DET
ajoaa-4819	152	2	first	first	ADJ
ajoaa-4819	152	3	step	step	NOUN
ajoaa-4819	152	4	in	in	ADP
ajoaa-4819	152	5	ardl	ardl	NOUN
ajoaa-4819	152	6	cointegration	cointegration	NOUN
ajoaa-4819	152	7	testing	testing	NOUN
ajoaa-4819	152	8	is	be	AUX
ajoaa-4819	152	9	to	to	PART
ajoaa-4819	152	10	conduct	conduct	VERB
ajoaa-4819	152	11	bounds	bound	NOUN
ajoaa-4819	152	12	testing	testing	NOUN
ajoaa-4819	152	13	(	(	PUNCT
ajoaa-4819	152	14	pesaran	pesaran	VERB
ajoaa-4819	152	15	et	et	PROPN
ajoaa-4819	152	16	al	al	PROPN
ajoaa-4819	152	17	.	.	PROPN
ajoaa-4819	152	18	,	,	PUNCT
ajoaa-4819	152	19	2001	2001	NUM
ajoaa-4819	152	20	)	)	PUNCT
ajoaa-4819	152	21	for	for	ADP
ajoaa-4819	152	22	cointegration	cointegration	NOUN
ajoaa-4819	152	23	.	.	PUNCT
ajoaa-4819	153	1	this	this	DET
ajoaa-4819	153	2	test	test	NOUN
ajoaa-4819	153	3	determines	determine	VERB
ajoaa-4819	153	4	whether	whether	SCONJ
ajoaa-4819	153	5	or	or	CCONJ
ajoaa-4819	153	6	not	not	PART
ajoaa-4819	153	7	there	there	PRON
ajoaa-4819	153	8	is	be	VERB
ajoaa-4819	153	9	a	a	DET
ajoaa-4819	153	10	long	long	ADV
ajoaa-4819	153	11	-	-	PUNCT
ajoaa-4819	153	12	run	run	NOUN
ajoaa-4819	153	13	relationship	relationship	NOUN
ajoaa-4819	153	14	between	between	ADP
ajoaa-4819	153	15	the	the	DET
ajoaa-4819	153	16	variables	variable	NOUN
ajoaa-4819	153	17	that	that	PRON
ajoaa-4819	153	18	are	be	AUX
ajoaa-4819	153	19	being	be	AUX
ajoaa-4819	153	20	researched	research	VERB
ajoaa-4819	153	21	.	.	PUNCT
ajoaa-4819	154	1	this	this	PRON
ajoaa-4819	154	2	is	be	AUX
ajoaa-4819	154	3	done	do	VERB
ajoaa-4819	154	4	to	to	PART
ajoaa-4819	154	5	determine	determine	VERB
ajoaa-4819	154	6	whether	whether	SCONJ
ajoaa-4819	154	7	or	or	CCONJ
ajoaa-4819	154	8	not	not	PART
ajoaa-4819	154	9	the	the	DET
ajoaa-4819	154	10	variables	variable	NOUN
ajoaa-4819	154	11	that	that	PRON
ajoaa-4819	154	12	are	be	AUX
ajoaa-4819	154	13	being	be	AUX
ajoaa-4819	154	14	researched	research	VERB
ajoaa-4819	154	15	are	be	AUX
ajoaa-4819	154	16	connected	connect	VERB
ajoaa-4819	154	17	to	to	ADP
ajoaa-4819	154	18	one	one	NUM
ajoaa-4819	154	19	another	another	DET
ajoaa-4819	154	20	in	in	ADP
ajoaa-4819	154	21	any	any	DET
ajoaa-4819	154	22	way	way	NOUN
ajoaa-4819	154	23	.	.	PUNCT
ajoaa-4819	155	1	as	as	ADP
ajoaa-4819	155	2	a	a	DET
ajoaa-4819	155	3	consequence	consequence	NOUN
ajoaa-4819	155	4	,	,	PUNCT
ajoaa-4819	155	5	equation	equation	NOUN
ajoaa-4819	155	6	3	3	NUM
ajoaa-4819	155	7	was	be	AUX
ajoaa-4819	155	8	scrutinized	scrutinize	VERB
ajoaa-4819	155	9	in	in	ADP
ajoaa-4819	155	10	light	light	NOUN
ajoaa-4819	155	11	of	of	ADP
ajoaa-4819	155	12	the	the	DET
ajoaa-4819	155	13	findings	finding	NOUN
ajoaa-4819	155	14	obtained	obtain	VERB
ajoaa-4819	155	15	from	from	ADP
ajoaa-4819	155	16	the	the	DET
ajoaa-4819	155	17	bounds	bound	NOUN
ajoaa-4819	155	18	testing	test	VERB
ajoaa-4819	155	19	for	for	ADP
ajoaa-4819	155	20	cointegration	cointegration	NOUN
ajoaa-4819	155	21	.	.	PUNCT
ajoaa-4819	156	1	the	the	DET
ajoaa-4819	156	2	presence	presence	NOUN
ajoaa-4819	156	3	of	of	ADP
ajoaa-4819	156	4	cointegration	cointegration	NOUN
ajoaa-4819	156	5	is	be	AUX
ajoaa-4819	156	6	presumed	presume	VERB
ajoaa-4819	156	7	if	if	SCONJ
ajoaa-4819	156	8	it	it	PRON
ajoaa-4819	156	9	is	be	AUX
ajoaa-4819	156	10	discovered	discover	VERB
ajoaa-4819	156	11	that	that	SCONJ
ajoaa-4819	156	12	the	the	DET
ajoaa-4819	156	13	estimated	estimate	VERB
ajoaa-4819	156	14	f	f	NOUN
ajoaa-4819	156	15	-	-	PUNCT
ajoaa-4819	156	16	statistic	statistic	NOUN
ajoaa-4819	156	17	has	have	VERB
ajoaa-4819	156	18	a	a	DET
ajoaa-4819	156	19	value	value	NOUN
ajoaa-4819	156	20	that	that	PRON
ajoaa-4819	156	21	is	be	AUX
ajoaa-4819	156	22	higher	high	ADJ
ajoaa-4819	156	23	than	than	ADP
ajoaa-4819	156	24	the	the	DET
ajoaa-4819	156	25	upper	upper	ADJ
ajoaa-4819	156	26	bound	bind	VERB
ajoaa-4819	156	27	critical	critical	ADJ
ajoaa-4819	156	28	value	value	NOUN
ajoaa-4819	156	29	.	.	PUNCT
ajoaa-4819	157	1	on	on	ADP
ajoaa-4819	157	2	the	the	DET
ajoaa-4819	157	3	other	other	ADJ
ajoaa-4819	157	4	hand	hand	NOUN
ajoaa-4819	157	5	,	,	PUNCT
ajoaa-4819	157	6	an	an	DET
ajoaa-4819	157	7	indication	indication	NOUN
ajoaa-4819	157	8	that	that	SCONJ
ajoaa-4819	157	9	cointegration	cointegration	NOUN
ajoaa-4819	157	10	does	do	AUX
ajoaa-4819	157	11	not	not	PART
ajoaa-4819	157	12	occur	occur	VERB
ajoaa-4819	157	13	is	be	AUX
ajoaa-4819	157	14	provided	provide	VERB
ajoaa-4819	157	15	when	when	SCONJ
ajoaa-4819	157	16	the	the	DET
ajoaa-4819	157	17	predicted	predict	VERB
ajoaa-4819	157	18	value	value	NOUN
ajoaa-4819	157	19	of	of	ADP
ajoaa-4819	157	20	the	the	DET
ajoaa-4819	157	21	f	f	NOUN
ajoaa-4819	157	22	-	-	PUNCT
ajoaa-4819	157	23	statistic	statistic	NOUN
ajoaa-4819	157	24	is	be	AUX
ajoaa-4819	157	25	less	less	ADJ
ajoaa-4819	157	26	than	than	ADP
ajoaa-4819	157	27	the	the	DET
ajoaa-4819	157	28	lower	low	ADJ
ajoaa-4819	157	29	limit	limit	NOUN
ajoaa-4819	157	30	.	.	PUNCT
ajoaa-4819	158	1	when	when	SCONJ
ajoaa-4819	158	2	it	it	PRON
ajoaa-4819	158	3	is	be	AUX
ajoaa-4819	158	4	determined	determined	ADJ
ajoaa-4819	158	5	that	that	SCONJ
ajoaa-4819	158	6	there	there	PRON
ajoaa-4819	158	7	is	be	VERB
ajoaa-4819	158	8	cointegration	cointegration	NOUN
ajoaa-4819	158	9	between	between	ADP
ajoaa-4819	158	10	the	the	DET
ajoaa-4819	158	11	variables	variable	NOUN
ajoaa-4819	158	12	being	be	AUX
ajoaa-4819	158	13	studied	study	VERB
ajoaa-4819	158	14	,	,	PUNCT
ajoaa-4819	158	15	an	an	DET
ajoaa-4819	158	16	error	error	NOUN
ajoaa-4819	158	17	correction	correction	NOUN
ajoaa-4819	158	18	model	model	NOUN
ajoaa-4819	158	19	(	(	PUNCT
ajoaa-4819	158	20	ecm	ecm	NOUN
ajoaa-4819	158	21	)	)	PUNCT
ajoaa-4819	158	22	must	must	AUX
ajoaa-4819	158	23	be	be	AUX
ajoaa-4819	158	24	constructed	construct	VERB
ajoaa-4819	158	25	.	.	PUNCT
ajoaa-4819	159	1	thus	thus	ADV
ajoaa-4819	159	2	,	,	PUNCT
ajoaa-4819	159	3	the	the	DET
ajoaa-4819	159	4	ecm	ecm	PROPN
ajoaa-4819	159	5	results	result	NOUN
ajoaa-4819	159	6	demonstrate	demonstrate	VERB
ajoaa-4819	159	7	how	how	SCONJ
ajoaa-4819	159	8	soon	soon	ADV
ajoaa-4819	159	9	convergence	convergence	NOUN
ajoaa-4819	159	10	occurs	occurs	AUX
ajoaa-4819	159	11	following	follow	VERB
ajoaa-4819	159	12	short	short	ADJ
ajoaa-4819	159	13	-	-	PUNCT
ajoaa-4819	159	14	run	run	NOUN
ajoaa-4819	159	15	shock	shock	NOUN
ajoaa-4819	159	16	,	,	PUNCT
ajoaa-4819	159	17	averaging	average	VERB
ajoaa-4819	159	18	for	for	ADP
ajoaa-4819	159	19	long	long	ADJ
ajoaa-4819	159	20	-	-	PUNCT
ajoaa-4819	159	21	run	run	NOUN
ajoaa-4819	159	22	stability	stability	NOUN
ajoaa-4819	159	23	.	.	PUNCT
ajoaa-4819	160	1	equation	equation	NOUN
ajoaa-4819	160	2	4	4	NUM
ajoaa-4819	160	3	is	be	AUX
ajoaa-4819	160	4	used	use	VERB
ajoaa-4819	160	5	to	to	PART
ajoaa-4819	160	6	calculate	calculate	VERB
ajoaa-4819	160	7	the	the	DET
ajoaa-4819	160	8	ecm	ecm	NOUN
ajoaa-4819	160	9	:	:	PUNCT
ajoaa-4819	160	10	∆	∆	PROPN
ajoaa-4819	161	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	161	2	(	(	PUNCT
ajoaa-4819	161	3	𝐴𝑃𝑡	𝐴𝑃𝑡	PROPN
ajoaa-4819	161	4	)	)	PUNCT
ajoaa-4819	161	5	=	=	SYM
ajoaa-4819	161	6	𝛼0	𝛼0	PROPN
ajoaa-4819	161	7	+	+	CCONJ
ajoaa-4819	161	8	∑	∑	PROPN
ajoaa-4819	161	9	𝛼	𝛼	PROPN
ajoaa-4819	161	10	𝑞1	𝑞1	PROPN
ajoaa-4819	161	11	𝑖=1	𝑖=1	PROPN
ajoaa-4819	161	12	1i	1i	NOUN
ajoaa-4819	161	13	∆	∆	PUNCT
ajoaa-4819	162	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	162	2	(	(	PUNCT
ajoaa-4819	162	3	𝐴𝑃𝑡−𝑖	𝐴𝑃𝑡−𝑖	ADJ
ajoaa-4819	162	4	)	)	PUNCT
ajoaa-4819	163	1	+	+	CCONJ
ajoaa-4819	163	2	∑	∑	PART
ajoaa-4819	163	3	𝛼	𝛼	PRON
ajoaa-4819	163	4	𝑞2	𝑞2	NOUN
ajoaa-4819	163	5	𝑖=1	𝑖=1	PROPN
ajoaa-4819	163	6	2i	2i	NOUN
ajoaa-4819	163	7	∆	∆	PUNCT
ajoaa-4819	164	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	164	2	(	(	PUNCT
ajoaa-4819	164	3	𝐸𝑚𝐴𝑡−𝑖	𝐸𝑚𝐴𝑡−𝑖	PROPN
ajoaa-4819	164	4	)	)	PUNCT
ajoaa-4819	164	5	+	+	CCONJ
ajoaa-4819	164	6	∑	∑	PUNCT
ajoaa-4819	164	7	𝛼	𝛼	PRON
ajoaa-4819	164	8	𝑞3	𝑞3	NOUN
ajoaa-4819	164	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	164	10	3i	3i	NOUN
ajoaa-4819	164	11	∆	∆	X
ajoaa-4819	165	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	165	2	(	(	PUNCT
ajoaa-4819	165	3	𝐺𝐶𝐹𝑡−𝑖	𝐺𝐶𝐹𝑡−𝑖	PROPN
ajoaa-4819	165	4	)	)	PUNCT
ajoaa-4819	165	5	+	+	CCONJ
ajoaa-4819	165	6	∑	∑	ADP
ajoaa-4819	165	7	𝛼	𝛼	PRON
ajoaa-4819	165	8	𝑞4	𝑞4	ADJ
ajoaa-4819	165	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	165	10	4i	4i	NOUN
ajoaa-4819	165	11	∆	∆	PUNCT
ajoaa-4819	166	1	𝐿𝑛	𝐿𝑛	INTJ
ajoaa-4819	166	2	(	(	PUNCT
ajoaa-4819	166	3	𝐴𝑟𝐿𝑡−𝑖	𝐴𝑟𝐿𝑡−𝑖	PROPN
ajoaa-4819	166	4	)	)	PUNCT
ajoaa-4819	166	5	+	+	CCONJ
ajoaa-4819	166	6	∑	∑	PROPN
ajoaa-4819	166	7	𝛼	𝛼	ADJ
ajoaa-4819	166	8	𝑞5	𝑞5	NOUN
ajoaa-4819	166	9	𝑖=1	𝑖=1	PROPN
ajoaa-4819	166	10	5i	5i	NUM
ajoaa-4819	166	11	∆	∆	PUNCT
ajoaa-4819	167	1	𝐿𝑛	𝐿𝑛	PROPN
ajoaa-4819	167	2	(	(	PUNCT
ajoaa-4819	167	3	𝑅𝐹𝑡−𝑖	𝑅𝐹𝑡−𝑖	ADJ
ajoaa-4819	167	4	)	)	PUNCT
ajoaa-4819	168	1	+	+	CCONJ
ajoaa-4819	168	2	𝛿𝐸𝐶𝑀t-1+휀t	𝛿𝐸𝐶𝑀t-1+휀t	NOUN
ajoaa-4819	168	3	(	(	PUNCT
ajoaa-4819	168	4	4	4	NUM
ajoaa-4819	168	5	)	)	PUNCT
ajoaa-4819	168	6	where	where	SCONJ
ajoaa-4819	168	7	𝛿	𝛿	NOUN
ajoaa-4819	168	8	is	be	AUX
ajoaa-4819	168	9	the	the	DET
ajoaa-4819	168	10	speed	speed	NOUN
ajoaa-4819	168	11	of	of	ADP
ajoaa-4819	168	12	adjustment	adjustment	NOUN
ajoaa-4819	168	13	towards	towards	ADP
ajoaa-4819	168	14	equilibrium	equilibrium	NOUN
ajoaa-4819	168	15	in	in	ADP
ajoaa-4819	168	16	the	the	DET
ajoaa-4819	168	17	long	long	ADJ
ajoaa-4819	168	18	run	run	NOUN
ajoaa-4819	168	19	,	,	PUNCT
ajoaa-4819	168	20	𝑞1	𝑞1	PROPN
ajoaa-4819	168	21	is	be	AUX
ajoaa-4819	168	22	the	the	DET
ajoaa-4819	168	23	optimal	optimal	ADJ
ajoaa-4819	168	24	lag	lag	NOUN
ajoaa-4819	168	25	length	length	NOUN
ajoaa-4819	168	26	of	of	ADP
ajoaa-4819	168	27	the	the	DET
ajoaa-4819	168	28	relevant	relevant	ADJ
ajoaa-4819	168	29	variable	variable	NOUN
ajoaa-4819	168	30	,	,	PUNCT
ajoaa-4819	168	31	and	and	CCONJ
ajoaa-4819	168	32	ecm	ecm	NOUN
ajoaa-4819	168	33	represents	represent	VERB
ajoaa-4819	168	34	the	the	DET
ajoaa-4819	168	35	error	error	NOUN
ajoaa-4819	168	36	correction	correction	NOUN
ajoaa-4819	168	37	term	term	NOUN
ajoaa-4819	168	38	.	.	PUNCT
ajoaa-4819	169	1	it	it	PRON
ajoaa-4819	169	2	is	be	AUX
ajoaa-4819	169	3	anticipated	anticipate	VERB
ajoaa-4819	169	4	that	that	SCONJ
ajoaa-4819	169	5	the	the	DET
ajoaa-4819	169	6	coefficient	coefficient	NOUN
ajoaa-4819	169	7	of	of	ADP
ajoaa-4819	169	8	the	the	DET
ajoaa-4819	169	9	errorcorrection	errorcorrection	NOUN
ajoaa-4819	169	10	term	term	NOUN
ajoaa-4819	169	11	that	that	PRON
ajoaa-4819	169	12	is	be	AUX
ajoaa-4819	169	13	lagged	lag	VERB
ajoaa-4819	169	14	by	by	ADP
ajoaa-4819	169	15	one	one	NUM
ajoaa-4819	169	16	period	period	NOUN
ajoaa-4819	169	17	(	(	PUNCT
ajoaa-4819	169	18	ecmt-1	ecmt-1	NUM
ajoaa-4819	169	19	)	)	PUNCT
ajoaa-4819	169	20	,	,	PUNCT
ajoaa-4819	169	21	which	which	PRON
ajoaa-4819	169	22	is	be	AUX
ajoaa-4819	169	23	also	also	ADV
ajoaa-4819	169	24	the	the	DET
ajoaa-4819	169	25	speed	speed	NOUN
ajoaa-4819	169	26	of	of	ADP
ajoaa-4819	169	27	adjustment	adjustment	NOUN
ajoaa-4819	169	28	parameter	parameter	NOUN
ajoaa-4819	169	29	,	,	PUNCT
ajoaa-4819	169	30	will	will	AUX
ajoaa-4819	169	31	have	have	VERB
ajoaa-4819	169	32	a	a	DET
ajoaa-4819	169	33	negative	negative	ADJ
ajoaa-4819	169	34	value	value	NOUN
ajoaa-4819	169	35	that	that	PRON
ajoaa-4819	169	36	is	be	AUX
ajoaa-4819	169	37	statistically	statistically	ADV
ajoaa-4819	169	38	significant	significant	ADJ
ajoaa-4819	169	39	,	,	PUNCT
ajoaa-4819	169	40	which	which	PRON
ajoaa-4819	169	41	will	will	AUX
ajoaa-4819	169	42	provide	provide	VERB
ajoaa-4819	169	43	evidence	evidence	NOUN
ajoaa-4819	169	44	that	that	SCONJ
ajoaa-4819	169	45	a	a	DET
ajoaa-4819	169	46	cointegration	cointegration	NOUN
ajoaa-4819	169	47	relationship	relationship	NOUN
ajoaa-4819	169	48	does	do	AUX
ajoaa-4819	169	49	,	,	PUNCT
ajoaa-4819	169	50	in	in	ADP
ajoaa-4819	169	51	fact	fact	NOUN
ajoaa-4819	169	52	,	,	PUNCT
ajoaa-4819	169	53	exist	exist	VERB
ajoaa-4819	169	54	.	.	PUNCT
ajoaa-4819	170	1	3.4	3.4	NUM
ajoaa-4819	170	2	.	.	PUNCT
ajoaa-4819	170	3	description	description	NOUN
ajoaa-4819	170	4	and	and	CCONJ
ajoaa-4819	170	5	measurement	measurement	NOUN
ajoaa-4819	170	6	of	of	ADP
ajoaa-4819	170	7	variables	variable	NOUN
ajoaa-4819	170	8	3.4.1	3.4.1	NUM
ajoaa-4819	170	9	.	.	PUNCT
ajoaa-4819	170	10	agricultural	agricultural	ADJ
ajoaa-4819	170	11	productivity	productivity	NOUN
ajoaa-4819	170	12	(	(	PUNCT
ajoaa-4819	170	13	ap	ap	PROPN
ajoaa-4819	170	14	)	)	PUNCT
ajoaa-4819	170	15	agricultural	agricultural	ADJ
ajoaa-4819	170	16	productivity	productivity	NOUN
ajoaa-4819	170	17	is	be	AUX
ajoaa-4819	170	18	the	the	DET
ajoaa-4819	170	19	dependent	dependent	ADJ
ajoaa-4819	170	20	variable	variable	NOUN
ajoaa-4819	170	21	in	in	ADP
ajoaa-4819	170	22	the	the	DET
ajoaa-4819	170	23	model	model	NOUN
ajoaa-4819	170	24	.	.	PUNCT
ajoaa-4819	171	1	according	accord	VERB
ajoaa-4819	171	2	to	to	ADP
ajoaa-4819	171	3	fao	fao	PROPN
ajoaa-4819	171	4	(	(	PUNCT
ajoaa-4819	171	5	2017	2017	NUM
ajoaa-4819	171	6	)	)	PUNCT
ajoaa-4819	171	7	,	,	PUNCT
ajoaa-4819	171	8	agricultural	agricultural	ADJ
ajoaa-4819	171	9	productivity	productivity	NOUN
ajoaa-4819	171	10	is	be	AUX
ajoaa-4819	171	11	the	the	DET
ajoaa-4819	171	12	ratio	ratio	NOUN
ajoaa-4819	171	13	of	of	ADP
ajoaa-4819	171	14	output	output	NOUN
ajoaa-4819	171	15	volume	volume	NOUN
ajoaa-4819	171	16	to	to	ADP
ajoaa-4819	171	17	input	input	NOUN
ajoaa-4819	171	18	volume	volume	NOUN
ajoaa-4819	171	19	used	use	VERB
ajoaa-4819	171	20	.	.	PUNCT
ajoaa-4819	172	1	similarly	similarly	ADV
ajoaa-4819	172	2	,	,	PUNCT
ajoaa-4819	172	3	total	total	ADJ
ajoaa-4819	172	4	factor	factor	NOUN
ajoaa-4819	172	5	productivity	productivity	NOUN
ajoaa-4819	172	6	(	(	PUNCT
ajoaa-4819	172	7	tfp	tfp	PROPN
ajoaa-4819	172	8	)	)	PUNCT
ajoaa-4819	172	9	is	be	AUX
ajoaa-4819	172	10	the	the	DET
ajoaa-4819	172	11	amount	amount	NOUN
ajoaa-4819	172	12	of	of	ADP
ajoaa-4819	172	13	agricultural	agricultural	ADJ
ajoaa-4819	172	14	output	output	NOUN
ajoaa-4819	172	15	produced	produce	VERB
ajoaa-4819	172	16	from	from	ADP
ajoaa-4819	172	17	the	the	DET
ajoaa-4819	172	18	whole	whole	ADJ
ajoaa-4819	172	19	set	set	NOUN
ajoaa-4819	172	20	of	of	ADP
ajoaa-4819	172	21	material	material	ADJ
ajoaa-4819	172	22	resources	resource	NOUN
ajoaa-4819	172	23	,	,	PUNCT
ajoaa-4819	172	24	capital	capital	NOUN
ajoaa-4819	172	25	,	,	PUNCT
ajoaa-4819	172	26	land	land	NOUN
ajoaa-4819	172	27	,	,	PUNCT
ajoaa-4819	172	28	and	and	CCONJ
ajoaa-4819	172	29	labor	labor	NOUN
ajoaa-4819	172	30	used	use	VERB
ajoaa-4819	172	31	in	in	ADP
ajoaa-4819	172	32	farm	farm	NOUN
ajoaa-4819	172	33	production	production	NOUN
ajoaa-4819	172	34	,	,	PUNCT
ajoaa-4819	172	35	according	accord	VERB
ajoaa-4819	172	36	to	to	ADP
ajoaa-4819	172	37	the	the	DET
ajoaa-4819	172	38	oecd	oecd	PROPN
ajoaa-4819	172	39	(	(	PUNCT
ajoaa-4819	172	40	2017	2017	NUM
ajoaa-4819	172	41	)	)	PUNCT
ajoaa-4819	172	42	and	and	CCONJ
ajoaa-4819	172	43	usda	usda	NOUN
ajoaa-4819	172	44	(	(	PUNCT
ajoaa-4819	172	45	2022	2022	NUM
ajoaa-4819	172	46	)	)	PUNCT
ajoaa-4819	172	47	.	.	PUNCT
ajoaa-4819	173	1	3.4.2	3.4.2	X
ajoaa-4819	173	2	.	.	PUNCT
ajoaa-4819	173	3	employment	employment	NOUN
ajoaa-4819	173	4	in	in	ADP
ajoaa-4819	173	5	agriculture	agriculture	NOUN
ajoaa-4819	173	6	(	(	PUNCT
ajoaa-4819	173	7	ema	ema	PROPN
ajoaa-4819	173	8	)	)	PUNCT
ajoaa-4819	173	9	the	the	DET
ajoaa-4819	173	10	primary	primary	ADJ
ajoaa-4819	173	11	determinant	determinant	NOUN
ajoaa-4819	173	12	of	of	ADP
ajoaa-4819	173	13	total	total	ADJ
ajoaa-4819	173	14	agricultural	agricultural	ADJ
ajoaa-4819	173	15	productivity	productivity	NOUN
ajoaa-4819	173	16	is	be	AUX
ajoaa-4819	173	17	labor	labor	NOUN
ajoaa-4819	173	18	.	.	PUNCT
ajoaa-4819	174	1	since	since	SCONJ
ajoaa-4819	174	2	land	land	NOUN
ajoaa-4819	174	3	is	be	AUX
ajoaa-4819	174	4	fixed	fix	VERB
ajoaa-4819	174	5	,	,	PUNCT
ajoaa-4819	174	6	increasing	increase	VERB
ajoaa-4819	174	7	agricultural	agricultural	ADJ
ajoaa-4819	174	8	employment	employment	NOUN
ajoaa-4819	174	9	increases	increase	VERB
ajoaa-4819	174	10	labor	labor	NOUN
ajoaa-4819	174	11	productivity	productivity	NOUN
ajoaa-4819	174	12	.	.	PUNCT
ajoaa-4819	175	1	employment	employment	NOUN
ajoaa-4819	175	2	in	in	ADP
ajoaa-4819	175	3	agriculture	agriculture	NOUN
ajoaa-4819	175	4	is	be	AUX
ajoaa-4819	175	5	calculated	calculate	VERB
ajoaa-4819	175	6	as	as	ADP
ajoaa-4819	175	7	a	a	DET
ajoaa-4819	175	8	percentage	percentage	NOUN
ajoaa-4819	175	9	of	of	ADP
ajoaa-4819	175	10	total	total	ADJ
ajoaa-4819	175	11	employment	employment	NOUN
ajoaa-4819	175	12	.	.	PUNCT
ajoaa-4819	176	1	as	as	ADP
ajoaa-4819	176	2	a	a	DET
ajoaa-4819	176	3	result	result	NOUN
ajoaa-4819	176	4	,	,	PUNCT
ajoaa-4819	176	5	it	it	PRON
ajoaa-4819	176	6	is	be	AUX
ajoaa-4819	176	7	reasonable	reasonable	ADJ
ajoaa-4819	176	8	to	to	PART
ajoaa-4819	176	9	anticipate	anticipate	VERB
ajoaa-4819	176	10	that	that	SCONJ
ajoaa-4819	176	11	employment	employment	NOUN
ajoaa-4819	176	12	activities	activity	NOUN
ajoaa-4819	176	13	in	in	ADP
ajoaa-4819	176	14	agriculture	agriculture	NOUN
ajoaa-4819	176	15	will	will	AUX
ajoaa-4819	176	16	have	have	VERB
ajoaa-4819	176	17	a	a	DET
ajoaa-4819	176	18	favorable	favorable	ADJ
ajoaa-4819	176	19	impact	impact	NOUN
ajoaa-4819	176	20	on	on	ADP
ajoaa-4819	176	21	the	the	DET
ajoaa-4819	176	22	output	output	NOUN
ajoaa-4819	176	23	of	of	ADP
ajoaa-4819	176	24	agricultural	agricultural	ADJ
ajoaa-4819	176	25	products	product	NOUN
ajoaa-4819	176	26	.	.	PUNCT
ajoaa-4819	177	1	3.4.3	3.4.3	X
ajoaa-4819	177	2	.	.	PUNCT
ajoaa-4819	177	3	gross	gross	ADJ
ajoaa-4819	177	4	capital	capital	NOUN
ajoaa-4819	177	5	formation	formation	NOUN
ajoaa-4819	177	6	(	(	PUNCT
ajoaa-4819	177	7	gcf	gcf	PROPN
ajoaa-4819	177	8	)	)	PUNCT
ajoaa-4819	177	9	gcf	gcf	PROPN
ajoaa-4819	177	10	includes	include	VERB
ajoaa-4819	177	11	both	both	CCONJ
ajoaa-4819	177	12	the	the	DET
ajoaa-4819	177	13	net	net	ADJ
ajoaa-4819	177	14	change	change	NOUN
ajoaa-4819	177	15	in	in	ADP
ajoaa-4819	177	16	inventories	inventory	NOUN
ajoaa-4819	177	17	and	and	CCONJ
ajoaa-4819	177	18	the	the	DET
ajoaa-4819	177	19	money	money	NOUN
ajoaa-4819	177	20	spent	spend	VERB
ajoaa-4819	177	21	on	on	ADP
ajoaa-4819	177	22	boosting	boost	VERB
ajoaa-4819	177	23	the	the	DET
ajoaa-4819	177	24	economy	economy	NOUN
ajoaa-4819	177	25	's	's	PART
ajoaa-4819	177	26	fixed	fix	VERB
ajoaa-4819	177	27	assets	asset	NOUN
ajoaa-4819	177	28	.	.	PUNCT
ajoaa-4819	178	1	it	it	PRON
ajoaa-4819	178	2	is	be	AUX
ajoaa-4819	178	3	estimated	estimate	VERB
ajoaa-4819	178	4	as	as	ADP
ajoaa-4819	178	5	the	the	DET
ajoaa-4819	178	6	total	total	ADJ
ajoaa-4819	178	7	value	value	NOUN
ajoaa-4819	178	8	of	of	ADP
ajoaa-4819	178	9	a	a	DET
ajoaa-4819	178	10	unit	unit	NOUN
ajoaa-4819	178	11	's	's	PART
ajoaa-4819	178	12	or	or	CCONJ
ajoaa-4819	178	13	sector	sector	NOUN
ajoaa-4819	178	14	's	's	PART
ajoaa-4819	178	15	gross	gross	ADJ
ajoaa-4819	178	16	capital	capital	NOUN
ajoaa-4819	178	17	formation	formation	NOUN
ajoaa-4819	178	18	,	,	PUNCT
ajoaa-4819	178	19	inventory	inventory	NOUN
ajoaa-4819	178	20	changes	change	NOUN
ajoaa-4819	178	21	,	,	PUNCT
ajoaa-4819	178	22	and	and	CCONJ
ajoaa-4819	178	23	purchases	purchase	NOUN
ajoaa-4819	178	24	of	of	ADP
ajoaa-4819	178	25	less	less	ADV
ajoaa-4819	178	26	valuable	valuable	ADJ
ajoaa-4819	178	27	disposals	disposal	NOUN
ajoaa-4819	178	28	.	.	PUNCT
ajoaa-4819	179	1	3.4.4	3.4.4	NUM
ajoaa-4819	179	2	.	.	PUNCT
ajoaa-4819	180	1	arable	arable	ADJ
ajoaa-4819	180	2	land	land	NOUN
ajoaa-4819	180	3	(	(	PUNCT
ajoaa-4819	180	4	arl	arl	PROPN
ajoaa-4819	180	5	)	)	PUNCT
ajoaa-4819	180	6	the	the	DET
ajoaa-4819	180	7	average	average	ADJ
ajoaa-4819	180	8	quantity	quantity	NOUN
ajoaa-4819	180	9	of	of	ADP
ajoaa-4819	180	10	arable	arable	ADJ
ajoaa-4819	180	11	land	land	NOUN
ajoaa-4819	180	12	per	per	ADP
ajoaa-4819	180	13	person	person	NOUN
ajoaa-4819	180	14	expressed	express	VERB
ajoaa-4819	180	15	in	in	ADP
ajoaa-4819	180	16	hectares	hectare	NOUN
ajoaa-4819	180	17	is	be	AUX
ajoaa-4819	180	18	what	what	PRON
ajoaa-4819	180	19	is	be	AUX
ajoaa-4819	180	20	referred	refer	VERB
ajoaa-4819	180	21	to	to	ADP
ajoaa-4819	180	22	as	as	ADP
ajoaa-4819	180	23	"	"	PUNCT
ajoaa-4819	180	24	arable	arable	ADJ
ajoaa-4819	180	25	land	land	NOUN
ajoaa-4819	180	26	.	.	PUNCT
ajoaa-4819	180	27	"	"	PUNCT
ajoaa-4819	181	1	however	however	ADV
ajoaa-4819	181	2	,	,	PUNCT
ajoaa-4819	181	3	there	there	PRON
ajoaa-4819	181	4	is	be	VERB
ajoaa-4819	181	5	not	not	PART
ajoaa-4819	181	6	enough	enough	ADJ
ajoaa-4819	181	7	evidence	evidence	NOUN
ajoaa-4819	181	8	to	to	PART
ajoaa-4819	181	9	conclude	conclude	VERB
ajoaa-4819	181	10	whether	whether	SCONJ
ajoaa-4819	181	11	a	a	DET
ajoaa-4819	181	12	larger	large	ADJ
ajoaa-4819	181	13	amount	amount	NOUN
ajoaa-4819	181	14	of	of	ADP
ajoaa-4819	181	15	land	land	NOUN
ajoaa-4819	181	16	increases	increase	VERB
ajoaa-4819	181	17	agricultural	agricultural	ADJ
ajoaa-4819	181	18	output	output	NOUN
ajoaa-4819	181	19	.	.	PUNCT
ajoaa-4819	182	1	barker	barker	PROPN
ajoaa-4819	182	2	and	and	CCONJ
ajoaa-4819	182	3	herdt	herdt	ADJ
ajoaa-4819	182	4	(	(	PUNCT
ajoaa-4819	182	5	1978	1978	NUM
ajoaa-4819	182	6	)	)	PUNCT
ajoaa-4819	182	7	argued	argue	VERB
ajoaa-4819	182	8	that	that	SCONJ
ajoaa-4819	182	9	large	large	ADJ
ajoaa-4819	182	10	farms	farm	NOUN
ajoaa-4819	182	11	outperform	outperform	VERB
ajoaa-4819	182	12	smaller	small	ADJ
ajoaa-4819	182	13	ones	one	NOUN
ajoaa-4819	182	14	because	because	SCONJ
ajoaa-4819	182	15	they	they	PRON
ajoaa-4819	182	16	are	be	AUX
ajoaa-4819	182	17	better	well	ADJ
ajoaa-4819	182	18	able	able	ADJ
ajoaa-4819	182	19	to	to	PART
ajoaa-4819	182	20	take	take	VERB
ajoaa-4819	182	21	advantage	advantage	NOUN
ajoaa-4819	182	22	of	of	ADP
ajoaa-4819	182	23	agricultural	agricultural	ADJ
ajoaa-4819	182	24	developments	development	NOUN
ajoaa-4819	182	25	.	.	PUNCT
ajoaa-4819	183	1	in	in	ADP
ajoaa-4819	183	2	contrast	contrast	NOUN
ajoaa-4819	183	3	,	,	PUNCT
ajoaa-4819	183	4	according	accord	VERB
ajoaa-4819	183	5	to	to	ADP
ajoaa-4819	183	6	ekbom	ekbom	NOUN
ajoaa-4819	183	7	(	(	PUNCT
ajoaa-4819	183	8	1998	1998	NUM
ajoaa-4819	183	9	)	)	PUNCT
ajoaa-4819	183	10	,	,	PUNCT
ajoaa-4819	183	11	the	the	DET
ajoaa-4819	183	12	link	link	NOUN
ajoaa-4819	183	13	between	between	ADP
ajoaa-4819	183	14	farm	farm	NOUN
ajoaa-4819	183	15	size	size	NOUN
ajoaa-4819	183	16	and	and	CCONJ
ajoaa-4819	183	17	productivity	productivity	NOUN
ajoaa-4819	183	18	is	be	AUX
ajoaa-4819	183	19	negative	negative	ADJ
ajoaa-4819	183	20	,	,	PUNCT
ajoaa-4819	183	21	since	since	SCONJ
ajoaa-4819	183	22	small	small	ADJ
ajoaa-4819	183	23	farmers	farmer	NOUN
ajoaa-4819	183	24	often	often	ADV
ajoaa-4819	183	25	have	have	VERB
ajoaa-4819	183	26	to	to	PART
ajoaa-4819	183	27	increase	increase	VERB
ajoaa-4819	183	28	output	output	NOUN
ajoaa-4819	183	29	to	to	PART
ajoaa-4819	183	30	feed	feed	VERB
ajoaa-4819	183	31	their	their	PRON
ajoaa-4819	183	32	households	household	NOUN
ajoaa-4819	183	33	.	.	PUNCT
ajoaa-4819	184	1	according	accord	VERB
ajoaa-4819	184	2	to	to	ADP
ajoaa-4819	184	3	estimates	estimate	NOUN
ajoaa-4819	184	4	provided	provide	VERB
ajoaa-4819	184	5	by	by	ADP
ajoaa-4819	184	6	the	the	DET
ajoaa-4819	184	7	world	world	PROPN
ajoaa-4819	184	8	bank	bank	PROPN
ajoaa-4819	184	9	and	and	CCONJ
ajoaa-4819	184	10	fao	fao	PROPN
ajoaa-4819	184	11	(	(	PUNCT
ajoaa-4819	184	12	2018a	2018a	NUM
ajoaa-4819	184	13	)	)	PUNCT
ajoaa-4819	184	14	,	,	PUNCT
ajoaa-4819	184	15	somalia	somalia	PROPN
ajoaa-4819	184	16	possesses	possess	VERB
ajoaa-4819	184	17	3	3	NUM
ajoaa-4819	184	18	million	million	NUM
ajoaa-4819	184	19	hectares	hectare	NOUN
ajoaa-4819	184	20	of	of	ADP
ajoaa-4819	184	21	cultivable	cultivable	ADJ
ajoaa-4819	184	22	land	land	NOUN
ajoaa-4819	184	23	(	(	PUNCT
ajoaa-4819	184	24	five	five	NUM
ajoaa-4819	184	25	percent	percent	NOUN
ajoaa-4819	184	26	of	of	ADP
ajoaa-4819	184	27	somalia	somalia	PROPN
ajoaa-4819	184	28	’s	’s	PART
ajoaa-4819	184	29	total	total	ADJ
ajoaa-4819	184	30	land	land	NOUN
ajoaa-4819	184	31	area	area	NOUN
ajoaa-4819	184	32	)	)	PUNCT
ajoaa-4819	184	33	,	,	PUNCT
ajoaa-4819	184	34	of	of	ADP
ajoaa-4819	184	35	which	which	PRON
ajoaa-4819	184	36	2.3	2.3	NUM
ajoaa-4819	184	37	million	million	NUM
ajoaa-4819	184	38	are	be	AUX
ajoaa-4819	184	39	rainfed	rainfed	ADJ
ajoaa-4819	184	40	and	and	CCONJ
ajoaa-4819	184	41	700,000	700,000	NUM
ajoaa-4819	184	42	are	be	AUX
ajoaa-4819	184	43	potentially	potentially	ADV
ajoaa-4819	184	44	subject	subject	ADJ
ajoaa-4819	184	45	to	to	ADP
ajoaa-4819	184	46	controlled	control	VERB
ajoaa-4819	184	47	(	(	PUNCT
ajoaa-4819	184	48	pump	pump	NOUN
ajoaa-4819	184	49	)	)	PUNCT
ajoaa-4819	184	50	irrigation	irrigation	NOUN
ajoaa-4819	184	51	and	and	CCONJ
ajoaa-4819	184	52	flood	flood	NOUN
ajoaa-4819	184	53	-	-	PUNCT
ajoaa-4819	184	54	recession	recession	NOUN
ajoaa-4819	184	55	irrigation	irrigation	NOUN
ajoaa-4819	184	56	.	.	PUNCT
ajoaa-4819	185	1	3.4.5	3.4.5	X
ajoaa-4819	185	2	.	.	PUNCT
ajoaa-4819	186	1	rainfall	rainfall	NOUN
ajoaa-4819	186	2	(	(	PUNCT
ajoaa-4819	186	3	rf	rf	NOUN
ajoaa-4819	186	4	)	)	PUNCT
ajoaa-4819	186	5	somalia	somalia	PROPN
ajoaa-4819	186	6	’s	’s	PART
ajoaa-4819	186	7	agricultural	agricultural	ADJ
ajoaa-4819	186	8	economy	economy	NOUN
ajoaa-4819	186	9	is	be	AUX
ajoaa-4819	186	10	heavily	heavily	ADV
ajoaa-4819	186	11	influenced	influence	VERB
ajoaa-4819	186	12	by	by	ADP
ajoaa-4819	186	13	the	the	DET
ajoaa-4819	186	14	country	country	NOUN
ajoaa-4819	186	15	's	's	PART
ajoaa-4819	186	16	climate	climate	NOUN
ajoaa-4819	186	17	,	,	PUNCT
ajoaa-4819	186	18	which	which	PRON
ajoaa-4819	186	19	is	be	AUX
ajoaa-4819	186	20	measured	measure	VERB
ajoaa-4819	186	21	by	by	ADP
ajoaa-4819	186	22	rainfall	rainfall	NOUN
ajoaa-4819	186	23	as	as	ADP
ajoaa-4819	186	24	an	an	DET
ajoaa-4819	186	25	indicator	indicator	NOUN
ajoaa-4819	186	26	of	of	ADP
ajoaa-4819	186	27	agricultural	agricultural	ADJ
ajoaa-4819	186	28	productivity	productivity	NOUN
ajoaa-4819	186	29	.	.	PUNCT
ajoaa-4819	187	1	the	the	DET
ajoaa-4819	187	2	variable	variable	NOUN
ajoaa-4819	187	3	is	be	AUX
ajoaa-4819	187	4	an	an	DET
ajoaa-4819	187	5	indicator	indicator	NOUN
ajoaa-4819	187	6	of	of	ADP
ajoaa-4819	187	7	yearly	yearly	ADJ
ajoaa-4819	187	8	precipitation	precipitation	NOUN
ajoaa-4819	187	9	in	in	ADP
ajoaa-4819	187	10	the	the	DET
ajoaa-4819	187	11	country	country	NOUN
ajoaa-4819	187	12	's	's	PART
ajoaa-4819	187	13	various	various	ADJ
ajoaa-4819	187	14	agricultural	agricultural	ADJ
ajoaa-4819	187	15	regions	region	NOUN
ajoaa-4819	187	16	and	and	CCONJ
ajoaa-4819	187	17	is	be	AUX
ajoaa-4819	187	18	measured	measure	VERB
ajoaa-4819	187	19	in	in	ADP
ajoaa-4819	187	20	millimeters	millimeter	NOUN
ajoaa-4819	187	21	.	.	PUNCT
ajoaa-4819	188	1	rainfall	rainfall	NOUN
ajoaa-4819	188	2	and	and	CCONJ
ajoaa-4819	188	3	agricultural	agricultural	ADJ
ajoaa-4819	188	4	productivity	productivity	NOUN
ajoaa-4819	188	5	are	be	AUX
ajoaa-4819	188	6	expected	expect	VERB
ajoaa-4819	188	7	to	to	PART
ajoaa-4819	188	8	have	have	VERB
ajoaa-4819	188	9	a	a	DET
ajoaa-4819	188	10	negative	negative	ADJ
ajoaa-4819	188	11	relationship	relationship	NOUN
ajoaa-4819	188	12	since	since	SCONJ
ajoaa-4819	188	13	somalia	somalia	PROPN
ajoaa-4819	188	14	is	be	AUX
ajoaa-4819	188	15	susceptible	susceptible	ADJ
ajoaa-4819	188	16	to	to	ADP
ajoaa-4819	188	17	climate	climate	NOUN
ajoaa-4819	188	18	variability	variability	NOUN
ajoaa-4819	188	19	.	.	PUNCT
ajoaa-4819	189	1	recent	recent	ADJ
ajoaa-4819	189	2	research	research	NOUN
ajoaa-4819	189	3	by	by	ADP
ajoaa-4819	189	4	the	the	DET
ajoaa-4819	189	5	world	world	NOUN
ajoaa-4819	189	6	bank	bank	PROPN
ajoaa-4819	189	7	suggests	suggest	VERB
ajoaa-4819	189	8	that	that	SCONJ
ajoaa-4819	189	9	as	as	ADP
ajoaa-4819	189	10	a	a	DET
ajoaa-4819	189	11	direct	direct	ADJ
ajoaa-4819	189	12	result	result	NOUN
ajoaa-4819	189	13	of	of	ADP
ajoaa-4819	189	14	climate	climate	NOUN
ajoaa-4819	189	15	change	change	NOUN
ajoaa-4819	189	16	,	,	PUNCT
ajoaa-4819	189	17	as	as	ADV
ajoaa-4819	189	18	many	many	ADJ
ajoaa-4819	189	19	as	as	ADP
ajoaa-4819	189	20	216	216	NUM
ajoaa-4819	189	21	million	million	NUM
ajoaa-4819	189	22	people	people	NOUN
ajoaa-4819	189	23	could	could	AUX
ajoaa-4819	189	24	be	be	AUX
ajoaa-4819	189	25	compelled	compel	VERB
ajoaa-4819	189	26	to	to	PART
ajoaa-4819	189	27	migrate	migrate	VERB
ajoaa-4819	189	28	within	within	ADP
ajoaa-4819	189	29	their	their	PRON
ajoaa-4819	189	30	own	own	ADJ
ajoaa-4819	189	31	country	country	NOUN
ajoaa-4819	189	32	by	by	ADP
ajoaa-4819	189	33	the	the	DET
ajoaa-4819	189	34	year	year	NOUN
ajoaa-4819	189	35	2050	2050	NUM
ajoaa-4819	189	36	,	,	PUNCT
ajoaa-4819	189	37	and	and	CCONJ
ajoaa-4819	189	38	as	as	ADV
ajoaa-4819	189	39	many	many	ADJ
ajoaa-4819	189	40	as	as	ADP
ajoaa-4819	189	41	132	132	NUM
ajoaa-4819	189	42	million	million	NUM
ajoaa-4819	189	43	people	people	NOUN
ajoaa-4819	189	44	could	could	AUX
ajoaa-4819	189	45	fall	fall	VERB
ajoaa-4819	189	46	into	into	ADP
ajoaa-4819	189	47	poverty	poverty	NOUN
ajoaa-4819	189	48	by	by	ADP
ajoaa-4819	189	49	the	the	DET
ajoaa-4819	189	50	year	year	NOUN
ajoaa-4819	189	51	2030	2030	NUM
ajoaa-4819	189	52	(	(	PUNCT
ajoaa-4819	189	53	kotikula	kotikula	PROPN
ajoaa-4819	189	54	&	&	CCONJ
ajoaa-4819	189	55	masaki	masaki	PROPN
ajoaa-4819	189	56	,	,	PUNCT
ajoaa-4819	189	57	2022	2022	NUM
ajoaa-4819	189	58	)	)	PUNCT
ajoaa-4819	189	59	.	.	PUNCT
ajoaa-4819	190	1	recent	recent	ADJ
ajoaa-4819	190	2	cyclical	cyclical	ADJ
ajoaa-4819	190	3	climate	climate	NOUN
ajoaa-4819	190	4	-	-	PUNCT
ajoaa-4819	190	5	related	relate	VERB
ajoaa-4819	190	6	shocks	shock	NOUN
ajoaa-4819	190	7	in	in	ADP
ajoaa-4819	190	8	somalia	somalia	PROPN
ajoaa-4819	190	9	have	have	AUX
ajoaa-4819	190	10	included	include	VERB
ajoaa-4819	190	11	drought	drought	NOUN
ajoaa-4819	190	12	,	,	PUNCT
ajoaa-4819	190	13	flooding	flooding	NOUN
ajoaa-4819	190	14	,	,	PUNCT
ajoaa-4819	190	15	and	and	CCONJ
ajoaa-4819	190	16	locust	locust	NOUN
ajoaa-4819	190	17	infestations	infestation	NOUN
ajoaa-4819	190	18	.	.	PUNCT
ajoaa-4819	191	1	climate	climate	NOUN
ajoaa-4819	191	2	change	change	NOUN
ajoaa-4819	191	3	may	may	AUX
ajoaa-4819	191	4	increase	increase	VERB
ajoaa-4819	191	5	somalia	somalia	PROPN
ajoaa-4819	191	6	's	's	PART
ajoaa-4819	191	7	vulnerability	vulnerability	NOUN
ajoaa-4819	191	8	to	to	ADP
ajoaa-4819	191	9	poverty	poverty	NOUN
ajoaa-4819	191	10	and	and	CCONJ
ajoaa-4819	191	11	food	food	NOUN
ajoaa-4819	191	12	insecurity	insecurity	NOUN
ajoaa-4819	191	13	due	due	ADP
ajoaa-4819	191	14	to	to	ADP
ajoaa-4819	191	15	the	the	DET
ajoaa-4819	191	16	nation	nation	NOUN
ajoaa-4819	191	17	's	's	PART
ajoaa-4819	191	18	reliance	reliance	NOUN
ajoaa-4819	191	19	on	on	ADP
ajoaa-4819	191	20	natural	natural	ADJ
ajoaa-4819	191	21	resources	resource	NOUN
ajoaa-4819	191	22	and	and	CCONJ
ajoaa-4819	191	23	the	the	DET
ajoaa-4819	191	24	deterioration	deterioration	NOUN
ajoaa-4819	191	25	of	of	ADP
ajoaa-4819	191	26	those	those	DET
ajoaa-4819	191	27	resources	resource	NOUN
ajoaa-4819	191	28	caused	cause	VERB
ajoaa-4819	191	29	by	by	ADP
ajoaa-4819	191	30	human	human	ADJ
ajoaa-4819	191	31	activity	activity	NOUN
ajoaa-4819	191	32	,	,	PUNCT
ajoaa-4819	191	33	such	such	ADJ
ajoaa-4819	191	34	as	as	ADP
ajoaa-4819	191	35	charcoal	charcoal	NOUN
ajoaa-4819	191	36	manufacture	manufacture	NOUN
ajoaa-4819	191	37	and	and	CCONJ
ajoaa-4819	191	38	overgrazing	overgraze	VERB
ajoaa-4819	191	39	.	.	PUNCT
ajoaa-4819	192	1	in	in	ADP
ajoaa-4819	192	2	somalia	somalia	PROPN
ajoaa-4819	192	3	's	's	PART
ajoaa-4819	192	4	rural	rural	ADJ
ajoaa-4819	192	5	areas	area	NOUN
ajoaa-4819	192	6	,	,	PUNCT
ajoaa-4819	192	7	drought	drought	NOUN
ajoaa-4819	192	8	has	have	VERB
ajoaa-4819	192	9	a	a	DET
ajoaa-4819	192	10	tendency	tendency	NOUN
ajoaa-4819	192	11	to	to	PART
ajoaa-4819	192	12	significantly	significantly	ADV
ajoaa-4819	192	13	restrict	restrict	VERB
ajoaa-4819	192	14	consumption	consumption	NOUN
ajoaa-4819	192	15	,	,	PUNCT
ajoaa-4819	192	16	asian	asian	ADJ
ajoaa-4819	192	17	journal	journal	NOUN
ajoaa-4819	192	18	of	of	ADP
ajoaa-4819	192	19	agriculture	agriculture	NOUN
ajoaa-4819	192	20	and	and	CCONJ
ajoaa-4819	192	21	rural	rural	ADJ
ajoaa-4819	192	22	development	development	NOUN
ajoaa-4819	192	23	,	,	PUNCT
ajoaa-4819	192	24	13(3	13(3	NUM
ajoaa-4819	192	25	)	)	PUNCT
ajoaa-4819	192	26	2023	2023	NUM
ajoaa-4819	192	27	:	:	PUNCT
ajoaa-4819	192	28	154	154	NUM
ajoaa-4819	192	29	-	-	SYM
ajoaa-4819	192	30	162	162	NUM
ajoaa-4819	192	31	159	159	NUM
ajoaa-4819	192	32	which	which	PRON
ajoaa-4819	192	33	raises	raise	VERB
ajoaa-4819	192	34	the	the	DET
ajoaa-4819	192	35	country	country	NOUN
ajoaa-4819	192	36	's	's	PART
ajoaa-4819	192	37	poverty	poverty	NOUN
ajoaa-4819	192	38	rates	rate	NOUN
ajoaa-4819	192	39	.	.	PUNCT
ajoaa-4819	193	1	climate	climate	NOUN
ajoaa-4819	193	2	change	change	NOUN
ajoaa-4819	193	3	will	will	AUX
ajoaa-4819	193	4	have	have	VERB
ajoaa-4819	193	5	far	far	ADV
ajoaa-4819	193	6	-	-	PUNCT
ajoaa-4819	193	7	reaching	reach	VERB
ajoaa-4819	193	8	consequences	consequence	NOUN
ajoaa-4819	193	9	for	for	ADP
ajoaa-4819	193	10	the	the	DET
ajoaa-4819	193	11	poor	poor	ADJ
ajoaa-4819	193	12	(	(	PUNCT
ajoaa-4819	193	13	kotikula	kotikula	PROPN
ajoaa-4819	193	14	&	&	CCONJ
ajoaa-4819	193	15	masaki	masaki	PROPN
ajoaa-4819	193	16	,	,	PUNCT
ajoaa-4819	193	17	2022	2022	NUM
ajoaa-4819	193	18	)	)	PUNCT
ajoaa-4819	193	19	.	.	PUNCT
ajoaa-4819	194	1	4	4	X
ajoaa-4819	194	2	.	.	X
ajoaa-4819	194	3	estimation	estimation	NOUN
ajoaa-4819	194	4	and	and	CCONJ
ajoaa-4819	194	5	interpretation	interpretation	NOUN
ajoaa-4819	194	6	of	of	ADP
ajoaa-4819	194	7	results	result	NOUN
ajoaa-4819	194	8	4.1	4.1	NUM
ajoaa-4819	194	9	.	.	PUNCT
ajoaa-4819	194	10	unit	unit	NOUN
ajoaa-4819	194	11	root	root	PROPN
ajoaa-4819	194	12	test	test	NOUN
ajoaa-4819	194	13	time	time	NOUN
ajoaa-4819	194	14	series	series	PROPN
ajoaa-4819	194	15	should	should	AUX
ajoaa-4819	194	16	be	be	AUX
ajoaa-4819	194	17	checked	check	VERB
ajoaa-4819	194	18	for	for	ADP
ajoaa-4819	194	19	data	datum	NOUN
ajoaa-4819	194	20	stationarity	stationarity	NOUN
ajoaa-4819	194	21	before	before	SCONJ
ajoaa-4819	194	22	the	the	DET
ajoaa-4819	194	23	ardl	ardl	NOUN
ajoaa-4819	194	24	technique	technique	NOUN
ajoaa-4819	194	25	is	be	AUX
ajoaa-4819	194	26	applied	apply	VERB
ajoaa-4819	194	27	.	.	PUNCT
ajoaa-4819	195	1	therefore	therefore	ADV
ajoaa-4819	195	2	,	,	PUNCT
ajoaa-4819	195	3	it	it	PRON
ajoaa-4819	195	4	is	be	AUX
ajoaa-4819	195	5	necessary	necessary	ADJ
ajoaa-4819	195	6	to	to	PART
ajoaa-4819	195	7	identify	identify	VERB
ajoaa-4819	195	8	whether	whether	SCONJ
ajoaa-4819	195	9	or	or	CCONJ
ajoaa-4819	195	10	not	not	PART
ajoaa-4819	195	11	the	the	DET
ajoaa-4819	195	12	data	datum	NOUN
ajoaa-4819	195	13	that	that	PRON
ajoaa-4819	195	14	is	be	AUX
ajoaa-4819	195	15	being	be	AUX
ajoaa-4819	195	16	studied	study	VERB
ajoaa-4819	195	17	is	be	AUX
ajoaa-4819	195	18	stationary	stationary	ADJ
ajoaa-4819	195	19	at	at	ADP
ajoaa-4819	195	20	level	level	NOUN
ajoaa-4819	195	21	,	,	PUNCT
ajoaa-4819	195	22	or	or	CCONJ
ajoaa-4819	195	23	whether	whether	SCONJ
ajoaa-4819	195	24	or	or	CCONJ
ajoaa-4819	195	25	not	not	PART
ajoaa-4819	195	26	it	it	PRON
ajoaa-4819	195	27	is	be	AUX
ajoaa-4819	195	28	stationary	stationary	ADJ
ajoaa-4819	195	29	at	at	ADP
ajoaa-4819	195	30	the	the	DET
ajoaa-4819	195	31	first	first	ADJ
ajoaa-4819	195	32	difference	difference	NOUN
ajoaa-4819	195	33	.	.	PUNCT
ajoaa-4819	196	1	the	the	DET
ajoaa-4819	196	2	adf	adf	PROPN
ajoaa-4819	196	3	unit	unit	NOUN
ajoaa-4819	196	4	root	root	PROPN
ajoaa-4819	196	5	test	test	NOUN
ajoaa-4819	196	6	was	be	AUX
ajoaa-4819	196	7	used	use	VERB
ajoaa-4819	196	8	to	to	PART
ajoaa-4819	196	9	examine	examine	VERB
ajoaa-4819	196	10	the	the	DET
ajoaa-4819	196	11	order	order	NOUN
ajoaa-4819	196	12	of	of	ADP
ajoaa-4819	196	13	integration	integration	NOUN
ajoaa-4819	196	14	,	,	PUNCT
ajoaa-4819	196	15	and	and	CCONJ
ajoaa-4819	196	16	the	the	DET
ajoaa-4819	196	17	results	result	NOUN
ajoaa-4819	196	18	are	be	AUX
ajoaa-4819	196	19	presented	present	VERB
ajoaa-4819	196	20	in	in	ADP
ajoaa-4819	196	21	table	table	NOUN
ajoaa-4819	196	22	1	1	NUM
ajoaa-4819	196	23	.	.	PUNCT
ajoaa-4819	197	1	all	all	DET
ajoaa-4819	197	2	the	the	DET
ajoaa-4819	197	3	tested	test	VERB
ajoaa-4819	197	4	variables	variable	NOUN
ajoaa-4819	197	5	(	(	PUNCT
ajoaa-4819	197	6	agricultural	agricultural	ADJ
ajoaa-4819	197	7	productivity	productivity	NOUN
ajoaa-4819	197	8	,	,	PUNCT
ajoaa-4819	197	9	employment	employment	NOUN
ajoaa-4819	197	10	in	in	ADP
ajoaa-4819	197	11	agriculture	agriculture	NOUN
ajoaa-4819	197	12	,	,	PUNCT
ajoaa-4819	197	13	gross	gross	ADJ
ajoaa-4819	197	14	capital	capital	NOUN
ajoaa-4819	197	15	formation	formation	NOUN
ajoaa-4819	197	16	,	,	PUNCT
ajoaa-4819	197	17	and	and	CCONJ
ajoaa-4819	197	18	arable	arable	ADJ
ajoaa-4819	197	19	land	land	NOUN
ajoaa-4819	197	20	)	)	PUNCT
ajoaa-4819	197	21	were	be	AUX
ajoaa-4819	197	22	stationary	stationary	ADJ
ajoaa-4819	197	23	at	at	ADP
ajoaa-4819	197	24	the	the	DET
ajoaa-4819	197	25	first	first	ADJ
ajoaa-4819	197	26	difference	difference	NOUN
ajoaa-4819	197	27	except	except	SCONJ
ajoaa-4819	197	28	the	the	DET
ajoaa-4819	197	29	rainfall	rainfall	NOUN
ajoaa-4819	197	30	variable	variable	NOUN
ajoaa-4819	197	31	,	,	PUNCT
ajoaa-4819	197	32	which	which	PRON
ajoaa-4819	197	33	was	be	AUX
ajoaa-4819	197	34	stationary	stationary	ADJ
ajoaa-4819	197	35	at	at	ADP
ajoaa-4819	197	36	both	both	CCONJ
ajoaa-4819	197	37	the	the	DET
ajoaa-4819	197	38	level	level	NOUN
ajoaa-4819	197	39	and	and	CCONJ
ajoaa-4819	197	40	the	the	DET
ajoaa-4819	197	41	first	first	ADJ
ajoaa-4819	197	42	difference	difference	NOUN
ajoaa-4819	197	43	.	.	PUNCT
ajoaa-4819	198	1	table	table	NOUN
ajoaa-4819	198	2	1	1	NUM
ajoaa-4819	198	3	.	.	PUNCT
ajoaa-4819	198	4	augmented	augment	VERB
ajoaa-4819	198	5	dickey	dickey	PROPN
ajoaa-4819	198	6	-	-	PUNCT
ajoaa-4819	198	7	fuller	full	ADJ
ajoaa-4819	198	8	(	(	PUNCT
ajoaa-4819	198	9	adf	adf	NOUN
ajoaa-4819	198	10	)	)	PUNCT
ajoaa-4819	198	11	unit	unit	NOUN
ajoaa-4819	198	12	root	root	NOUN
ajoaa-4819	198	13	test	test	NOUN
ajoaa-4819	198	14	results	result	NOUN
ajoaa-4819	198	15	at	at	ADP
ajoaa-4819	198	16	level	level	NOUN
ajoaa-4819	198	17	and	and	CCONJ
ajoaa-4819	198	18	first	first	ADJ
ajoaa-4819	198	19	difference	difference	NOUN
ajoaa-4819	198	20	.	.	PUNCT
ajoaa-4819	199	1	adf	adf	NOUN
ajoaa-4819	199	2	test	test	NOUN
ajoaa-4819	199	3	variable	variable	ADJ
ajoaa-4819	199	4	level	level	NOUN
ajoaa-4819	199	5	5	5	NUM
ajoaa-4819	199	6	%	%	NOUN
ajoaa-4819	199	7	c.	c.	NOUN
ajoaa-4819	199	8	values	value	NOUN
ajoaa-4819	199	9	pro	pro	X
ajoaa-4819	199	10	statistic	statistic	PROPN
ajoaa-4819	199	11	first	first	ADJ
ajoaa-4819	199	12	difference	difference	NOUN
ajoaa-4819	199	13	5	5	NUM
ajoaa-4819	199	14	%	%	NOUN
ajoaa-4819	199	15	c.	c.	NOUN
ajoaa-4819	199	16	values	value	NOUN
ajoaa-4819	199	17	pro	pro	X
ajoaa-4819	199	18	statistic	statistic	ADJ
ajoaa-4819	199	19	decision	decision	NOUN
ajoaa-4819	199	20	lnap	lnap	ADJ
ajoaa-4819	199	21	-0.032	-0.032	PRON
ajoaa-4819	199	22	-2.989	-2.989	PUNCT
ajoaa-4819	199	23	0.956	0.956	NUM
ajoaa-4819	199	24	-5.099	-5.099	PUNCT
ajoaa-4819	199	25	-3.588	-3.588	PUNCT
ajoaa-4819	199	26	0.000	0.000	NUM
ajoaa-4819	199	27	i(1	i(1	NOUN
ajoaa-4819	199	28	)	)	PUNCT
ajoaa-4819	199	29	lnema	lnema	ADJ
ajoaa-4819	199	30	-4.218	-4.218	NOUN
ajoaa-4819	199	31	-3.584	-3.584	X
ajoaa-4819	199	32	0.004	0.004	NUM
ajoaa-4819	199	33	-1.987	-1.987	NUM
ajoaa-4819	199	34	-3.588	-3.588	PUNCT
ajoaa-4819	199	35	0.608	0.608	NUM
ajoaa-4819	199	36	i(1	i(1	NOUN
ajoaa-4819	199	37	)	)	PUNCT
ajoaa-4819	199	38	lngcf	lngcf	PROPN
ajoaa-4819	199	39	-0.895	-0.895	NUM
ajoaa-4819	199	40	-2.989	-2.989	PUNCT
ajoaa-4819	199	41	0.780	0.780	NUM
ajoaa-4819	199	42	-4.297	-4.297	PRON
ajoaa-4819	199	43	-3.588	-3.588	PUNCT
ajoaa-4819	199	44	0.003	0.003	NUM
ajoaa-4819	199	45	i(1	i(1	PROPN
ajoaa-4819	199	46	)	)	PUNCT
ajoaa-4819	199	47	lnarl	lnarl	NOUN
ajoaa-4819	199	48	-2.224	-2.224	X
ajoaa-4819	199	49	-2.989	-2.989	PROPN
ajoaa-4819	199	50	0.198	0.198	NUM
ajoaa-4819	199	51	-2.977	-2.977	PRON
ajoaa-4819	199	52	-1.708	-1.708	NOUN
ajoaa-4819	199	53	0.003	0.003	NUM
ajoaa-4819	199	54	i(1	i(1	NOUN
ajoaa-4819	199	55	)	)	PUNCT
ajoaa-4819	199	56	lnrf	lnrf	NOUN
ajoaa-4819	199	57	-4.975	-4.975	PRON
ajoaa-4819	199	58	-2.989	-2.989	PUNCT
ajoaa-4819	200	1	0.000	0.000	NUM
ajoaa-4819	200	2	-3.427	-3.427	X
ajoaa-4819	200	3	-2.992	-2.992	NOUN
ajoaa-4819	200	4	0.010	0.010	NUM
ajoaa-4819	200	5	i(0	i(0	PROPN
ajoaa-4819	200	6	)	)	PUNCT
ajoaa-4819	200	7	&	&	CCONJ
ajoaa-4819	200	8	i(1	i(1	PROPN
ajoaa-4819	200	9	)	)	PUNCT
ajoaa-4819	200	10	4.2	4.2	NUM
ajoaa-4819	200	11	.	.	PUNCT
ajoaa-4819	201	1	bounds	bound	NOUN
ajoaa-4819	201	2	test	test	VERB
ajoaa-4819	201	3	for	for	ADP
ajoaa-4819	201	4	cointegration	cointegration	NOUN
ajoaa-4819	201	5	the	the	DET
ajoaa-4819	201	6	ardl	ardl	NOUN
ajoaa-4819	201	7	-	-	PUNCT
ajoaa-4819	201	8	based	base	VERB
ajoaa-4819	201	9	bounds	bound	NOUN
ajoaa-4819	201	10	test	test	NOUN
ajoaa-4819	201	11	was	be	AUX
ajoaa-4819	201	12	considered	consider	VERB
ajoaa-4819	201	13	to	to	PART
ajoaa-4819	201	14	answer	answer	VERB
ajoaa-4819	201	15	the	the	DET
ajoaa-4819	201	16	question	question	NOUN
ajoaa-4819	201	17	of	of	ADP
ajoaa-4819	201	18	whether	whether	SCONJ
ajoaa-4819	201	19	or	or	CCONJ
ajoaa-4819	201	20	not	not	PART
ajoaa-4819	201	21	there	there	PRON
ajoaa-4819	201	22	was	be	VERB
ajoaa-4819	201	23	a	a	DET
ajoaa-4819	201	24	relationship	relationship	NOUN
ajoaa-4819	201	25	between	between	ADP
ajoaa-4819	201	26	the	the	DET
ajoaa-4819	201	27	tested	test	VERB
ajoaa-4819	201	28	variables	variable	NOUN
ajoaa-4819	201	29	in	in	ADP
ajoaa-4819	201	30	the	the	DET
ajoaa-4819	201	31	long	long	ADJ
ajoaa-4819	201	32	run	run	NOUN
ajoaa-4819	201	33	.	.	PUNCT
ajoaa-4819	202	1	the	the	DET
ajoaa-4819	202	2	findings	finding	NOUN
ajoaa-4819	202	3	proved	prove	VERB
ajoaa-4819	202	4	the	the	DET
ajoaa-4819	202	5	co	co	NOUN
ajoaa-4819	202	6	-	-	NOUN
ajoaa-4819	202	7	integration	integration	NOUN
ajoaa-4819	202	8	between	between	ADP
ajoaa-4819	202	9	the	the	DET
ajoaa-4819	202	10	variables	variable	NOUN
ajoaa-4819	202	11	of	of	ADP
ajoaa-4819	202	12	the	the	DET
ajoaa-4819	202	13	model	model	NOUN
ajoaa-4819	202	14	since	since	SCONJ
ajoaa-4819	202	15	the	the	DET
ajoaa-4819	202	16	estimated	estimate	VERB
ajoaa-4819	202	17	value	value	NOUN
ajoaa-4819	202	18	of	of	ADP
ajoaa-4819	202	19	the	the	DET
ajoaa-4819	202	20	f	f	NOUN
ajoaa-4819	202	21	-	-	PUNCT
ajoaa-4819	202	22	statistic	statistic	NOUN
ajoaa-4819	202	23	was	be	AUX
ajoaa-4819	202	24	4.62	4.62	NUM
ajoaa-4819	202	25	,	,	PUNCT
ajoaa-4819	202	26	at	at	ADP
ajoaa-4819	202	27	a	a	DET
ajoaa-4819	202	28	significance	significance	NOUN
ajoaa-4819	202	29	level	level	NOUN
ajoaa-4819	202	30	of	of	ADP
ajoaa-4819	202	31	5	5	NUM
ajoaa-4819	202	32	%	%	NOUN
ajoaa-4819	202	33	,	,	PUNCT
ajoaa-4819	202	34	which	which	PRON
ajoaa-4819	202	35	was	be	AUX
ajoaa-4819	202	36	greater	great	ADJ
ajoaa-4819	202	37	than	than	ADP
ajoaa-4819	202	38	the	the	DET
ajoaa-4819	202	39	upper	upper	ADV
ajoaa-4819	202	40	-	-	PUNCT
ajoaa-4819	202	41	bound	bind	VERB
ajoaa-4819	202	42	critical	critical	ADJ
ajoaa-4819	202	43	value	value	NOUN
ajoaa-4819	202	44	of	of	ADP
ajoaa-4819	202	45	4.01	4.01	NUM
ajoaa-4819	202	46	.	.	PUNCT
ajoaa-4819	203	1	table	table	NOUN
ajoaa-4819	203	2	2	2	NUM
ajoaa-4819	203	3	presents	present	VERB
ajoaa-4819	203	4	the	the	DET
ajoaa-4819	203	5	results	result	NOUN
ajoaa-4819	203	6	of	of	ADP
ajoaa-4819	203	7	the	the	DET
ajoaa-4819	203	8	bounds	bound	NOUN
ajoaa-4819	203	9	test	test	VERB
ajoaa-4819	203	10	for	for	ADP
ajoaa-4819	203	11	cointegration	cointegration	NOUN
ajoaa-4819	203	12	.	.	PUNCT
ajoaa-4819	204	1	table	table	NOUN
ajoaa-4819	204	2	2	2	NUM
ajoaa-4819	204	3	.	.	PUNCT
ajoaa-4819	204	4	bounds	bound	NOUN
ajoaa-4819	204	5	test	test	VERB
ajoaa-4819	204	6	for	for	ADP
ajoaa-4819	204	7	cointegration	cointegration	NOUN
ajoaa-4819	204	8	.	.	PUNCT
ajoaa-4819	205	1	h0	h0	PROPN
ajoaa-4819	205	2	:	:	PUNCT
ajoaa-4819	205	3	no	no	DET
ajoaa-4819	205	4	levels	level	NOUN
ajoaa-4819	205	5	relationship	relationship	VERB
ajoaa-4819	205	6	f	f	NOUN
ajoaa-4819	205	7	-	-	PUNCT
ajoaa-4819	205	8	statistic	statistic	NOUN
ajoaa-4819	205	9	=	=	NOUN
ajoaa-4819	205	10	4.616	4.616	NUM
ajoaa-4819	205	11	t	t	NOUN
ajoaa-4819	205	12	-	-	PUNCT
ajoaa-4819	205	13	statistic	statistic	NOUN
ajoaa-4819	205	14	=	=	SYM
ajoaa-4819	205	15	–	–	PUNCT
ajoaa-4819	205	16	3.566	3.566	NUM
ajoaa-4819	205	17	critical	critical	ADJ
ajoaa-4819	205	18	values	value	NOUN
ajoaa-4819	205	19	(	(	PUNCT
ajoaa-4819	205	20	0.1–0.01	0.1–0.01	NUM
ajoaa-4819	205	21	)	)	PUNCT
ajoaa-4819	205	22	,	,	PUNCT
ajoaa-4819	205	23	f	f	X
ajoaa-4819	205	24	-	-	PUNCT
ajoaa-4819	205	25	statistic	statistic	NOUN
ajoaa-4819	205	26	[	[	X
ajoaa-4819	205	27	i(0	i(0	PROPN
ajoaa-4819	205	28	)	)	PUNCT
ajoaa-4819	205	29	]	]	PUNCT
ajoaa-4819	206	1	10	10	NUM
ajoaa-4819	206	2	%	%	NOUN
ajoaa-4819	206	3	[	[	X
ajoaa-4819	206	4	i(1	i(1	NOUN
ajoaa-4819	206	5	)	)	PUNCT
ajoaa-4819	206	6	]	]	PUNCT
ajoaa-4819	206	7	10	10	NUM
ajoaa-4819	206	8	%	%	NOUN
ajoaa-4819	207	1	[	[	X
ajoaa-4819	207	2	i(0	i(0	PROPN
ajoaa-4819	207	3	)	)	PUNCT
ajoaa-4819	207	4	]	]	PUNCT
ajoaa-4819	208	1	5	5	NUM
ajoaa-4819	208	2	%	%	NOUN
ajoaa-4819	208	3	[	[	X
ajoaa-4819	208	4	i(1	i(1	NOUN
ajoaa-4819	208	5	)	)	PUNCT
ajoaa-4819	208	6	]	]	PUNCT
ajoaa-4819	208	7	5	5	NUM
ajoaa-4819	208	8	%	%	NOUN
ajoaa-4819	208	9	[	[	X
ajoaa-4819	208	10	i(0	i(0	PROPN
ajoaa-4819	208	11	)	)	PUNCT
ajoaa-4819	208	12	]	]	PUNCT
ajoaa-4819	208	13	2.5	2.5	NUM
ajoaa-4819	208	14	%	%	NOUN
ajoaa-4819	208	15	[	[	X
ajoaa-4819	208	16	i(1	i(1	NOUN
ajoaa-4819	208	17	)	)	PUNCT
ajoaa-4819	208	18	]	]	PUNCT
ajoaa-4819	208	19	2.5	2.5	NUM
ajoaa-4819	208	20	%	%	NOUN
ajoaa-4819	209	1	[	[	X
ajoaa-4819	209	2	i(0	i(0	PROPN
ajoaa-4819	209	3	)	)	PUNCT
ajoaa-4819	209	4	]	]	PUNCT
ajoaa-4819	210	1	1	1	NUM
ajoaa-4819	210	2	%	%	NOUN
ajoaa-4819	210	3	[	[	X
ajoaa-4819	210	4	i(1	i(1	NOUN
ajoaa-4819	210	5	)	)	PUNCT
ajoaa-4819	210	6	]	]	PUNCT
ajoaa-4819	210	7	1	1	NUM
ajoaa-4819	210	8	%	%	NOUN
ajoaa-4819	210	9	k_4	k_4	PROPN
ajoaa-4819	210	10	2.45	2.45	NUM
ajoaa-4819	210	11	3.52	3.52	NUM
ajoaa-4819	210	12	2.68	2.68	NUM
ajoaa-4819	210	13	4.01	4.01	NUM
ajoaa-4819	210	14	3.25	3.25	NUM
ajoaa-4819	210	15	4.49	4.49	NUM
ajoaa-4819	210	16	3.74	3.74	NUM
ajoaa-4819	210	17	5.06	5.06	NUM
ajoaa-4819	210	18	4.3	4.3	NUM
ajoaa-4819	210	19	.	.	PUNCT
ajoaa-4819	210	20	long	long	ADJ
ajoaa-4819	210	21	-	-	PUNCT
ajoaa-4819	210	22	run	run	NOUN
ajoaa-4819	210	23	estimation	estimation	NOUN
ajoaa-4819	210	24	employment	employment	NOUN
ajoaa-4819	210	25	in	in	ADP
ajoaa-4819	210	26	agriculture	agriculture	NOUN
ajoaa-4819	210	27	was	be	AUX
ajoaa-4819	210	28	significant	significant	ADJ
ajoaa-4819	210	29	at	at	ADP
ajoaa-4819	210	30	the	the	DET
ajoaa-4819	210	31	5	5	NUM
ajoaa-4819	210	32	percent	percent	NOUN
ajoaa-4819	210	33	level	level	NOUN
ajoaa-4819	210	34	and	and	CCONJ
ajoaa-4819	210	35	had	have	VERB
ajoaa-4819	210	36	a	a	DET
ajoaa-4819	210	37	good	good	ADJ
ajoaa-4819	210	38	correlation	correlation	NOUN
ajoaa-4819	210	39	with	with	ADP
ajoaa-4819	210	40	agricultural	agricultural	ADJ
ajoaa-4819	210	41	productivity	productivity	NOUN
ajoaa-4819	210	42	in	in	ADP
ajoaa-4819	210	43	the	the	DET
ajoaa-4819	210	44	long	long	ADJ
ajoaa-4819	210	45	run	run	NOUN
ajoaa-4819	210	46	with	with	ADP
ajoaa-4819	210	47	a	a	DET
ajoaa-4819	210	48	coefficient	coefficient	NOUN
ajoaa-4819	210	49	of	of	ADP
ajoaa-4819	210	50	0.55	0.55	NUM
ajoaa-4819	210	51	.	.	PUNCT
ajoaa-4819	211	1	this	this	DET
ajoaa-4819	211	2	outcome	outcome	NOUN
ajoaa-4819	211	3	is	be	AUX
ajoaa-4819	211	4	in	in	ADP
ajoaa-4819	211	5	line	line	NOUN
ajoaa-4819	211	6	with	with	ADP
ajoaa-4819	211	7	the	the	DET
ajoaa-4819	211	8	findings	finding	NOUN
ajoaa-4819	211	9	of	of	ADP
ajoaa-4819	211	10	the	the	DET
ajoaa-4819	211	11	fao	fao	NOUN
ajoaa-4819	211	12	(	(	PUNCT
ajoaa-4819	211	13	2021	2021	NUM
ajoaa-4819	211	14	)	)	PUNCT
ajoaa-4819	211	15	and	and	CCONJ
ajoaa-4819	211	16	world	world	PROPN
ajoaa-4819	211	17	bank	bank	PROPN
ajoaa-4819	211	18	and	and	CCONJ
ajoaa-4819	211	19	fao	fao	PROPN
ajoaa-4819	211	20	(	(	PUNCT
ajoaa-4819	211	21	2018b	2018b	NUM
ajoaa-4819	211	22	)	)	PUNCT
ajoaa-4819	211	23	,	,	PUNCT
ajoaa-4819	211	24	who	who	PRON
ajoaa-4819	211	25	concluded	conclude	VERB
ajoaa-4819	211	26	that	that	SCONJ
ajoaa-4819	211	27	employment	employment	NOUN
ajoaa-4819	211	28	in	in	ADP
ajoaa-4819	211	29	agriculture	agriculture	NOUN
ajoaa-4819	211	30	accounts	account	VERB
ajoaa-4819	211	31	for	for	ADP
ajoaa-4819	211	32	more	more	ADJ
ajoaa-4819	211	33	than	than	ADP
ajoaa-4819	211	34	50	50	NUM
ajoaa-4819	211	35	percent	percent	NOUN
ajoaa-4819	211	36	of	of	ADP
ajoaa-4819	211	37	somalia	somalia	PROPN
ajoaa-4819	211	38	’s	’s	PART
ajoaa-4819	211	39	total	total	ADJ
ajoaa-4819	211	40	workforce	workforce	PROPN
ajoaa-4819	211	41	.	.	PUNCT
ajoaa-4819	212	1	gross	gross	ADJ
ajoaa-4819	212	2	capital	capital	NOUN
ajoaa-4819	212	3	formation	formation	NOUN
ajoaa-4819	212	4	positively	positively	ADV
ajoaa-4819	212	5	contributed	contribute	VERB
ajoaa-4819	212	6	to	to	ADP
ajoaa-4819	212	7	agricultural	agricultural	ADJ
ajoaa-4819	212	8	productivity	productivity	NOUN
ajoaa-4819	212	9	.	.	PUNCT
ajoaa-4819	213	1	the	the	DET
ajoaa-4819	213	2	coefficient	coefficient	NOUN
ajoaa-4819	213	3	value	value	NOUN
ajoaa-4819	213	4	for	for	ADP
ajoaa-4819	213	5	the	the	DET
ajoaa-4819	213	6	influence	influence	NOUN
ajoaa-4819	213	7	of	of	ADP
ajoaa-4819	213	8	gcf	gcf	PROPN
ajoaa-4819	213	9	on	on	ADP
ajoaa-4819	213	10	agricultural	agricultural	ADJ
ajoaa-4819	213	11	productivity	productivity	NOUN
ajoaa-4819	213	12	is	be	AUX
ajoaa-4819	213	13	0.6070	0.6070	NUM
ajoaa-4819	213	14	,	,	PUNCT
ajoaa-4819	213	15	which	which	PRON
ajoaa-4819	213	16	indicates	indicate	VERB
ajoaa-4819	213	17	that	that	SCONJ
ajoaa-4819	213	18	with	with	ADP
ajoaa-4819	213	19	all	all	DET
ajoaa-4819	213	20	other	other	ADJ
ajoaa-4819	213	21	factors	factor	NOUN
ajoaa-4819	213	22	held	hold	VERB
ajoaa-4819	213	23	constant	constant	ADJ
ajoaa-4819	213	24	,	,	PUNCT
ajoaa-4819	213	25	a	a	DET
ajoaa-4819	213	26	one	one	NUM
ajoaa-4819	213	27	percent	percent	NOUN
ajoaa-4819	213	28	increase	increase	NOUN
ajoaa-4819	213	29	in	in	ADP
ajoaa-4819	213	30	gcf	gcf	PROPN
ajoaa-4819	213	31	results	result	NOUN
ajoaa-4819	213	32	in	in	ADP
ajoaa-4819	213	33	a	a	DET
ajoaa-4819	213	34	0.6070	0.6070	NUM
ajoaa-4819	213	35	percent	percent	NOUN
ajoaa-4819	213	36	increase	increase	NOUN
ajoaa-4819	213	37	in	in	ADP
ajoaa-4819	213	38	agricultural	agricultural	ADJ
ajoaa-4819	213	39	productivity	productivity	NOUN
ajoaa-4819	213	40	.	.	PUNCT
ajoaa-4819	214	1	the	the	DET
ajoaa-4819	214	2	gcf	gcf	PROPN
ajoaa-4819	214	3	has	have	VERB
ajoaa-4819	214	4	the	the	DET
ajoaa-4819	214	5	greatest	great	ADJ
ajoaa-4819	214	6	impact	impact	NOUN
ajoaa-4819	214	7	on	on	ADP
ajoaa-4819	214	8	agricultural	agricultural	ADJ
ajoaa-4819	214	9	productivity	productivity	NOUN
ajoaa-4819	214	10	.	.	PUNCT
ajoaa-4819	215	1	moreover	moreover	ADV
ajoaa-4819	215	2	,	,	PUNCT
ajoaa-4819	215	3	it	it	PRON
ajoaa-4819	215	4	also	also	ADV
ajoaa-4819	215	5	increases	increase	VERB
ajoaa-4819	215	6	labor	labor	NOUN
ajoaa-4819	215	7	productivity	productivity	NOUN
ajoaa-4819	215	8	,	,	PUNCT
ajoaa-4819	215	9	thus	thus	ADV
ajoaa-4819	215	10	contributing	contribute	VERB
ajoaa-4819	215	11	to	to	ADP
ajoaa-4819	215	12	an	an	DET
ajoaa-4819	215	13	improvement	improvement	NOUN
ajoaa-4819	215	14	in	in	ADP
ajoaa-4819	215	15	total	total	ADJ
ajoaa-4819	215	16	agricultural	agricultural	ADJ
ajoaa-4819	215	17	productivity	productivity	NOUN
ajoaa-4819	215	18	.	.	PUNCT
ajoaa-4819	216	1	also	also	ADV
ajoaa-4819	216	2	,	,	PUNCT
ajoaa-4819	216	3	table	table	NOUN
ajoaa-4819	216	4	3	3	NUM
ajoaa-4819	216	5	illustrates	illustrate	VERB
ajoaa-4819	216	6	that	that	SCONJ
ajoaa-4819	216	7	arable	arable	ADJ
ajoaa-4819	216	8	land	land	NOUN
ajoaa-4819	216	9	significantly	significantly	ADV
ajoaa-4819	216	10	and	and	CCONJ
ajoaa-4819	216	11	positively	positively	ADV
ajoaa-4819	216	12	affects	affect	VERB
ajoaa-4819	216	13	agricultural	agricultural	ADJ
ajoaa-4819	216	14	productivity	productivity	NOUN
ajoaa-4819	216	15	.	.	PUNCT
ajoaa-4819	217	1	with	with	ADP
ajoaa-4819	217	2	a	a	DET
ajoaa-4819	217	3	coefficient	coefficient	NOUN
ajoaa-4819	217	4	value	value	NOUN
ajoaa-4819	217	5	of	of	ADP
ajoaa-4819	217	6	0.162	0.162	NUM
ajoaa-4819	217	7	,	,	PUNCT
ajoaa-4819	217	8	arable	arable	ADJ
ajoaa-4819	217	9	land	land	NOUN
ajoaa-4819	217	10	is	be	AUX
ajoaa-4819	217	11	the	the	DET
ajoaa-4819	217	12	third	third	ADJ
ajoaa-4819	217	13	most	most	ADV
ajoaa-4819	217	14	important	important	ADJ
ajoaa-4819	217	15	factor	factor	NOUN
ajoaa-4819	217	16	in	in	ADP
ajoaa-4819	217	17	agricultural	agricultural	ADJ
ajoaa-4819	217	18	productivity	productivity	NOUN
ajoaa-4819	217	19	in	in	ADP
ajoaa-4819	217	20	this	this	DET
ajoaa-4819	217	21	study	study	NOUN
ajoaa-4819	217	22	.	.	PUNCT
ajoaa-4819	218	1	this	this	DET
ajoaa-4819	218	2	figure	figure	NOUN
ajoaa-4819	218	3	indicates	indicate	VERB
ajoaa-4819	218	4	that	that	SCONJ
ajoaa-4819	218	5	an	an	DET
ajoaa-4819	218	6	increase	increase	NOUN
ajoaa-4819	218	7	in	in	ADP
ajoaa-4819	218	8	arable	arable	ADJ
ajoaa-4819	218	9	land	land	NOUN
ajoaa-4819	218	10	of	of	ADP
ajoaa-4819	218	11	1	1	NUM
ajoaa-4819	218	12	hectare	hectare	NOUN
ajoaa-4819	218	13	will	will	AUX
ajoaa-4819	218	14	result	result	VERB
ajoaa-4819	218	15	in	in	ADP
ajoaa-4819	218	16	a	a	DET
ajoaa-4819	218	17	0.162	0.162	NUM
ajoaa-4819	218	18	percent	percent	NOUN
ajoaa-4819	218	19	increase	increase	NOUN
ajoaa-4819	218	20	in	in	ADP
ajoaa-4819	218	21	agricultural	agricultural	ADJ
ajoaa-4819	218	22	productivity	productivity	NOUN
ajoaa-4819	218	23	.	.	PUNCT
ajoaa-4819	219	1	finally	finally	ADV
ajoaa-4819	219	2	,	,	PUNCT
ajoaa-4819	219	3	the	the	DET
ajoaa-4819	219	4	analysis	analysis	NOUN
ajoaa-4819	219	5	showed	show	VERB
ajoaa-4819	219	6	that	that	SCONJ
ajoaa-4819	219	7	rainfall	rainfall	NOUN
ajoaa-4819	219	8	has	have	VERB
ajoaa-4819	219	9	a	a	DET
ajoaa-4819	219	10	negative	negative	ADJ
ajoaa-4819	219	11	impact	impact	NOUN
ajoaa-4819	219	12	on	on	ADP
ajoaa-4819	219	13	agricultural	agricultural	ADJ
ajoaa-4819	219	14	productivity	productivity	NOUN
ajoaa-4819	219	15	but	but	CCONJ
ajoaa-4819	219	16	is	be	AUX
ajoaa-4819	219	17	positively	positively	ADV
ajoaa-4819	219	18	correlated	correlate	VERB
ajoaa-4819	219	19	with	with	ADP
ajoaa-4819	219	20	agriculture	agriculture	NOUN
ajoaa-4819	219	21	.	.	PUNCT
ajoaa-4819	220	1	when	when	SCONJ
ajoaa-4819	220	2	rainfall	rainfall	NOUN
ajoaa-4819	220	3	increases	increase	VERB
ajoaa-4819	220	4	by	by	ADP
ajoaa-4819	220	5	one	one	NUM
ajoaa-4819	220	6	millimeter	millimeter	NOUN
ajoaa-4819	220	7	,	,	PUNCT
ajoaa-4819	220	8	agricultural	agricultural	ADJ
ajoaa-4819	220	9	productivity	productivity	NOUN
ajoaa-4819	220	10	increases	increase	NOUN
ajoaa-4819	220	11	by	by	ADP
ajoaa-4819	220	12	0.023	0.023	NUM
ajoaa-4819	220	13	percent	percent	NOUN
ajoaa-4819	220	14	.	.	PUNCT
ajoaa-4819	221	1	table	table	NOUN
ajoaa-4819	221	2	3	3	NUM
ajoaa-4819	221	3	.	.	PUNCT
ajoaa-4819	221	4	estimated	estimate	VERB
ajoaa-4819	221	5	long	long	ADV
ajoaa-4819	221	6	-	-	PUNCT
ajoaa-4819	221	7	run	run	NOUN
ajoaa-4819	221	8	coefficients	coefficient	NOUN
ajoaa-4819	221	9	using	use	VERB
ajoaa-4819	221	10	the	the	DET
ajoaa-4819	221	11	ardl	ardl	NOUN
ajoaa-4819	221	12	model	model	NOUN
ajoaa-4819	221	13	(	(	PUNCT
ajoaa-4819	221	14	dependent	dependent	ADJ
ajoaa-4819	221	15	variable	variable	NOUN
ajoaa-4819	221	16	:	:	PUNCT
ajoaa-4819	221	17	lnap	lnap	ADJ
ajoaa-4819	221	18	)	)	PUNCT
ajoaa-4819	221	19	.	.	PUNCT
ajoaa-4819	222	1	lnap	lnap	PROPN
ajoaa-4819	222	2	coef	coef	PROPN
ajoaa-4819	222	3	.	.	PUNCT
ajoaa-4819	222	4	st	st	PROPN
ajoaa-4819	222	5	.	.	PROPN
ajoaa-4819	222	6	err	err	PROPN
ajoaa-4819	222	7	.	.	PUNCT
ajoaa-4819	222	8	t	t	NOUN
ajoaa-4819	222	9	-	-	PUNCT
ajoaa-4819	222	10	value	value	NOUN
ajoaa-4819	222	11	p	p	NOUN
ajoaa-4819	222	12	-	-	PUNCT
ajoaa-4819	222	13	value	value	NOUN
ajoaa-4819	222	14	[	[	X
ajoaa-4819	222	15	95	95	NUM
ajoaa-4819	222	16	%	%	NOUN
ajoaa-4819	222	17	conf	conf	NOUN
ajoaa-4819	222	18	.	.	PUNCT
ajoaa-4819	223	1	interval	interval	NOUN
ajoaa-4819	223	2	]	]	PUNCT
ajoaa-4819	224	1	sig	sig	NOUN
ajoaa-4819	224	2	lnema	lnema	VERB
ajoaa-4819	224	3	0.549	0.549	NUM
ajoaa-4819	224	4	0.028	0.028	NUM
ajoaa-4819	224	5	19.360	19.360	NUM
ajoaa-4819	224	6	0.000	0.000	NUM
ajoaa-4819	224	7	0.489	0.489	NUM
ajoaa-4819	224	8	0.609	0.609	NUM
ajoaa-4819	224	9	*	*	PUNCT
ajoaa-4819	224	10	*	*	PUNCT
ajoaa-4819	224	11	*	*	PUNCT
ajoaa-4819	224	12	lngcf	lngcf	VERB
ajoaa-4819	224	13	0.607	0.607	NUM
ajoaa-4819	224	14	0.027	0.027	NUM
ajoaa-4819	224	15	22.860	22.860	NUM
ajoaa-4819	224	16	0.000	0.000	NUM
ajoaa-4819	224	17	0.551	0.551	NUM
ajoaa-4819	224	18	0.664	0.664	NUM
ajoaa-4819	224	19	*	*	PUNCT
ajoaa-4819	224	20	*	*	PUNCT
ajoaa-4819	224	21	*	*	PUNCT
ajoaa-4819	224	22	lnarl	lnarl	NOUN
ajoaa-4819	224	23	0.162	0.162	NUM
ajoaa-4819	224	24	0.022	0.022	NUM
ajoaa-4819	224	25	7.220	7.220	NUM
ajoaa-4819	224	26	0.000	0.000	NUM
ajoaa-4819	224	27	0.114	0.114	NUM
ajoaa-4819	224	28	0.210	0.210	NUM
ajoaa-4819	224	29	lnrf	lnrf	NOUN
ajoaa-4819	224	30	0.023	0.023	NUM
ajoaa-4819	224	31	0.041	0.041	NUM
ajoaa-4819	224	32	0.570	0.570	NUM
ajoaa-4819	224	33	0.580	0.580	NUM
ajoaa-4819	224	34	-0.065	-0.065	NUM
ajoaa-4819	224	35	0.112	0.112	NUM
ajoaa-4819	224	36	constant	constant	ADJ
ajoaa-4819	224	37	3.310	3.310	NUM
ajoaa-4819	224	38	0.762	0.762	NUM
ajoaa-4819	224	39	4.360	4.360	NUM
ajoaa-4819	224	40	0.001	0.001	NUM
ajoaa-4819	224	41	1.697	1.697	NUM
ajoaa-4819	224	42	4.943	4.943	NUM
ajoaa-4819	224	43	mean	mean	NOUN
ajoaa-4819	224	44	dependent	dependent	ADJ
ajoaa-4819	224	45	var	var	NOUN
ajoaa-4819	224	46	20.285	20.285	NUM
ajoaa-4819	224	47	sd	sd	ADP
ajoaa-4819	224	48	dependent	dependent	ADJ
ajoaa-4819	224	49	var	var	NOUN
ajoaa-4819	224	50	0.178	0.178	NUM
ajoaa-4819	224	51	r	r	NOUN
ajoaa-4819	224	52	-	-	PUNCT
ajoaa-4819	224	53	squared	square	VERB
ajoaa-4819	224	54	0.984	0.984	NUM
ajoaa-4819	224	55	number	number	NOUN
ajoaa-4819	224	56	of	of	ADP
ajoaa-4819	224	57	obs	obs	PROPN
ajoaa-4819	224	58	.	.	PUNCT
ajoaa-4819	225	1	30	30	NUM
ajoaa-4819	225	2	f	f	X
ajoaa-4819	225	3	-	-	PUNCT
ajoaa-4819	225	4	test	test	NOUN
ajoaa-4819	225	5	392.136	392.136	NUM
ajoaa-4819	225	6	prob	prob	NOUN
ajoaa-4819	225	7	>	>	X
ajoaa-4819	225	8	f	f	PROPN
ajoaa-4819	225	9	0.000	0.000	NUM
ajoaa-4819	225	10	akaike	akaike	ADJ
ajoaa-4819	225	11	crit	crit	NOUN
ajoaa-4819	225	12	.	.	PUNCT
ajoaa-4819	226	1	(	(	PUNCT
ajoaa-4819	226	2	aic	aic	PROPN
ajoaa-4819	226	3	)	)	PUNCT
ajoaa-4819	226	4	-134.098	-134.098	PROPN
ajoaa-4819	226	5	bayesian	bayesian	NOUN
ajoaa-4819	226	6	crit	crit	NOUN
ajoaa-4819	226	7	.	.	PUNCT
ajoaa-4819	227	1	(	(	PUNCT
ajoaa-4819	227	2	bic	bic	PROPN
ajoaa-4819	227	3	)	)	PUNCT
ajoaa-4819	227	4	-127.092	-127.092	PRON
ajoaa-4819	227	5	note	note	VERB
ajoaa-4819	227	6	:	:	PUNCT
ajoaa-4819	227	7	*	*	PUNCT
ajoaa-4819	227	8	*	*	PUNCT
ajoaa-4819	227	9	*	*	PUNCT
ajoaa-4819	227	10	indicates	indicate	VERB
ajoaa-4819	227	11	significance	significance	NOUN
ajoaa-4819	227	12	at	at	ADP
ajoaa-4819	227	13	the	the	DET
ajoaa-4819	227	14	10	10	NUM
ajoaa-4819	227	15	%	%	NOUN
ajoaa-4819	227	16	level	level	NOUN
ajoaa-4819	227	17	.	.	PUNCT
ajoaa-4819	228	1	asian	asian	ADJ
ajoaa-4819	228	2	journal	journal	PROPN
ajoaa-4819	228	3	of	of	ADP
ajoaa-4819	228	4	agriculture	agriculture	NOUN
ajoaa-4819	228	5	and	and	CCONJ
ajoaa-4819	228	6	rural	rural	ADJ
ajoaa-4819	228	7	development	development	NOUN
ajoaa-4819	228	8	,	,	PUNCT
ajoaa-4819	228	9	13(3	13(3	NUM
ajoaa-4819	228	10	)	)	PUNCT
ajoaa-4819	228	11	2023	2023	NUM
ajoaa-4819	228	12	:	:	PUNCT
ajoaa-4819	228	13	154	154	NUM
ajoaa-4819	228	14	-	-	SYM
ajoaa-4819	228	15	162	162	NUM
ajoaa-4819	228	16	160	160	NUM
ajoaa-4819	228	17	4.4	4.4	NUM
ajoaa-4819	228	18	.	.	PUNCT
ajoaa-4819	229	1	short	short	ADJ
ajoaa-4819	229	2	-	-	PUNCT
ajoaa-4819	229	3	run	run	NOUN
ajoaa-4819	229	4	estimation	estimation	NOUN
ajoaa-4819	229	5	table	table	NOUN
ajoaa-4819	229	6	4	4	NUM
ajoaa-4819	229	7	shows	show	VERB
ajoaa-4819	229	8	the	the	DET
ajoaa-4819	229	9	short	short	ADJ
ajoaa-4819	229	10	-	-	PUNCT
ajoaa-4819	229	11	run	run	NOUN
ajoaa-4819	229	12	and	and	CCONJ
ajoaa-4819	229	13	error	error	NOUN
ajoaa-4819	229	14	-	-	PUNCT
ajoaa-4819	229	15	correction	correction	NOUN
ajoaa-4819	229	16	representations	representation	NOUN
ajoaa-4819	229	17	of	of	ADP
ajoaa-4819	229	18	the	the	DET
ajoaa-4819	229	19	chosen	choose	VERB
ajoaa-4819	229	20	ardl	ardl	NOUN
ajoaa-4819	229	21	model	model	PROPN
ajoaa-4819	229	22	.	.	PUNCT
ajoaa-4819	230	1	employment	employment	NOUN
ajoaa-4819	230	2	in	in	ADP
ajoaa-4819	230	3	agriculture	agriculture	NOUN
ajoaa-4819	230	4	exhibited	exhibit	VERB
ajoaa-4819	230	5	a	a	DET
ajoaa-4819	230	6	negative	negative	ADJ
ajoaa-4819	230	7	association	association	NOUN
ajoaa-4819	230	8	with	with	ADP
ajoaa-4819	230	9	agricultural	agricultural	ADJ
ajoaa-4819	230	10	productivity	productivity	NOUN
ajoaa-4819	230	11	in	in	ADP
ajoaa-4819	230	12	the	the	DET
ajoaa-4819	230	13	short	short	ADJ
ajoaa-4819	230	14	run	run	NOUN
ajoaa-4819	230	15	,	,	PUNCT
ajoaa-4819	230	16	which	which	PRON
ajoaa-4819	230	17	was	be	AUX
ajoaa-4819	230	18	significant	significant	ADJ
ajoaa-4819	230	19	at	at	ADP
ajoaa-4819	230	20	the	the	DET
ajoaa-4819	230	21	5	5	NUM
ajoaa-4819	230	22	percent	percent	NOUN
ajoaa-4819	230	23	level	level	NOUN
ajoaa-4819	230	24	.	.	PUNCT
ajoaa-4819	231	1	this	this	PRON
ajoaa-4819	231	2	suggests	suggest	VERB
ajoaa-4819	231	3	that	that	SCONJ
ajoaa-4819	231	4	,	,	PUNCT
ajoaa-4819	231	5	in	in	ADP
ajoaa-4819	231	6	the	the	DET
ajoaa-4819	231	7	short	short	ADJ
ajoaa-4819	231	8	run	run	NOUN
ajoaa-4819	231	9	,	,	PUNCT
ajoaa-4819	231	10	a	a	DET
ajoaa-4819	231	11	one	one	NUM
ajoaa-4819	231	12	percent	percent	NOUN
ajoaa-4819	231	13	increase	increase	NOUN
ajoaa-4819	231	14	in	in	ADP
ajoaa-4819	231	15	agricultural	agricultural	ADJ
ajoaa-4819	231	16	employment	employment	NOUN
ajoaa-4819	231	17	reduces	reduce	VERB
ajoaa-4819	231	18	agricultural	agricultural	ADJ
ajoaa-4819	231	19	productivity	productivity	NOUN
ajoaa-4819	231	20	by	by	ADP
ajoaa-4819	231	21	3.12	3.12	NUM
ajoaa-4819	231	22	percent	percent	NOUN
ajoaa-4819	231	23	.	.	PUNCT
ajoaa-4819	232	1	however	however	ADV
ajoaa-4819	232	2	,	,	PUNCT
ajoaa-4819	232	3	a	a	DET
ajoaa-4819	232	4	percentage	percentage	NOUN
ajoaa-4819	232	5	increase	increase	NOUN
ajoaa-4819	232	6	in	in	ADP
ajoaa-4819	232	7	gross	gross	ADJ
ajoaa-4819	232	8	capital	capital	NOUN
ajoaa-4819	232	9	formation	formation	NOUN
ajoaa-4819	232	10	and	and	CCONJ
ajoaa-4819	232	11	rainfall	rainfall	NOUN
ajoaa-4819	232	12	enhances	enhance	VERB
ajoaa-4819	232	13	agricultural	agricultural	ADJ
ajoaa-4819	232	14	productivity	productivity	NOUN
ajoaa-4819	232	15	by	by	ADP
ajoaa-4819	232	16	0.031	0.031	NUM
ajoaa-4819	232	17	and	and	CCONJ
ajoaa-4819	232	18	0.033	0.033	NUM
ajoaa-4819	232	19	percent	percent	NOUN
ajoaa-4819	232	20	,	,	PUNCT
ajoaa-4819	232	21	respectively	respectively	ADV
ajoaa-4819	232	22	.	.	PUNCT
ajoaa-4819	233	1	furthermore	furthermore	ADV
ajoaa-4819	233	2	,	,	PUNCT
ajoaa-4819	233	3	in	in	ADP
ajoaa-4819	233	4	the	the	DET
ajoaa-4819	233	5	short	short	ADJ
ajoaa-4819	233	6	run	run	NOUN
ajoaa-4819	233	7	,	,	PUNCT
ajoaa-4819	233	8	arable	arable	ADJ
ajoaa-4819	233	9	land	land	NOUN
ajoaa-4819	233	10	has	have	VERB
ajoaa-4819	233	11	a	a	DET
ajoaa-4819	233	12	negative	negative	ADJ
ajoaa-4819	233	13	correlation	correlation	NOUN
ajoaa-4819	233	14	with	with	ADP
ajoaa-4819	233	15	agricultural	agricultural	ADJ
ajoaa-4819	233	16	productivity	productivity	NOUN
ajoaa-4819	233	17	,	,	PUNCT
ajoaa-4819	233	18	although	although	SCONJ
ajoaa-4819	233	19	this	this	PRON
ajoaa-4819	233	20	is	be	AUX
ajoaa-4819	233	21	statistically	statistically	ADV
ajoaa-4819	233	22	insignificant	insignificant	ADJ
ajoaa-4819	233	23	.	.	PUNCT
ajoaa-4819	234	1	finally	finally	ADV
ajoaa-4819	234	2	,	,	PUNCT
ajoaa-4819	234	3	the	the	DET
ajoaa-4819	234	4	stability	stability	NOUN
ajoaa-4819	234	5	of	of	ADP
ajoaa-4819	234	6	the	the	DET
ajoaa-4819	234	7	model	model	NOUN
ajoaa-4819	234	8	is	be	AUX
ajoaa-4819	234	9	indicated	indicate	VERB
ajoaa-4819	234	10	by	by	ADP
ajoaa-4819	234	11	the	the	DET
ajoaa-4819	234	12	speed	speed	NOUN
ajoaa-4819	234	13	adjustment	adjustment	NOUN
ajoaa-4819	234	14	coefficient	coefficient	NOUN
ajoaa-4819	234	15	's	's	PART
ajoaa-4819	234	16	negative	negative	ADJ
ajoaa-4819	234	17	sign	sign	NOUN
ajoaa-4819	234	18	of	of	ADP
ajoaa-4819	234	19	-1.025	-1.025	PROPN
ajoaa-4819	234	20	.	.	PUNCT
ajoaa-4819	235	1	the	the	DET
ajoaa-4819	235	2	model	model	NOUN
ajoaa-4819	235	3	's	's	PART
ajoaa-4819	235	4	goodness	goodness	NOUN
ajoaa-4819	235	5	of	of	ADP
ajoaa-4819	235	6	fit	fit	NOUN
ajoaa-4819	235	7	is	be	AUX
ajoaa-4819	235	8	further	far	ADV
ajoaa-4819	235	9	confirmed	confirm	VERB
ajoaa-4819	235	10	by	by	ADP
ajoaa-4819	235	11	the	the	DET
ajoaa-4819	235	12	r	r	NOUN
ajoaa-4819	235	13	-	-	PUNCT
ajoaa-4819	235	14	squared	square	VERB
ajoaa-4819	235	15	value	value	NOUN
ajoaa-4819	235	16	of	of	ADP
ajoaa-4819	235	17	0.98	0.98	NUM
ajoaa-4819	235	18	.	.	PUNCT
ajoaa-4819	236	1	table	table	NOUN
ajoaa-4819	236	2	4	4	NUM
ajoaa-4819	236	3	.	.	PUNCT
ajoaa-4819	237	1	estimated	estimate	VERB
ajoaa-4819	237	2	short	short	ADJ
ajoaa-4819	237	3	-	-	PUNCT
ajoaa-4819	237	4	run	run	NOUN
ajoaa-4819	237	5	coefficients	coefficient	NOUN
ajoaa-4819	237	6	using	use	VERB
ajoaa-4819	237	7	the	the	DET
ajoaa-4819	237	8	ecm	ecm	PROPN
ajoaa-4819	237	9	approach	approach	NOUN
ajoaa-4819	237	10	to	to	ADP
ajoaa-4819	237	11	the	the	DET
ajoaa-4819	237	12	ardl	ardl	NOUN
ajoaa-4819	237	13	model	model	NOUN
ajoaa-4819	237	14	(	(	PUNCT
ajoaa-4819	237	15	dependent	dependent	ADJ
ajoaa-4819	237	16	variable	variable	NOUN
ajoaa-4819	237	17	:	:	PUNCT
ajoaa-4819	237	18	lnap	lnap	ADJ
ajoaa-4819	237	19	)	)	PUNCT
ajoaa-4819	237	20	.	.	PUNCT
ajoaa-4819	238	1	lnap	lnap	PROPN
ajoaa-4819	238	2	coef	coef	PROPN
ajoaa-4819	238	3	.	.	PUNCT
ajoaa-4819	239	1	st.err	st.err	PROPN
ajoaa-4819	239	2	.	.	PROPN
ajoaa-4819	240	1	t	t	NOUN
ajoaa-4819	240	2	-	-	PUNCT
ajoaa-4819	240	3	value	value	NOUN
ajoaa-4819	240	4	p	p	NOUN
ajoaa-4819	240	5	-	-	PUNCT
ajoaa-4819	240	6	value	value	NOUN
ajoaa-4819	240	7	[	[	X
ajoaa-4819	240	8	95	95	NUM
ajoaa-4819	240	9	%	%	NOUN
ajoaa-4819	240	10	conf	conf	NOUN
ajoaa-4819	240	11	.	.	PUNCT
ajoaa-4819	241	1	interval	interval	NOUN
ajoaa-4819	241	2	]	]	PUNCT
ajoaa-4819	242	1	sig	sig	PRON
ajoaa-4819	242	2	lnema	lnema	ADJ
ajoaa-4819	242	3	-3.106	-3.106	NUM
ajoaa-4819	242	4	0.601	0.601	NUM
ajoaa-4819	242	5	-5.16	-5.16	NOUN
ajoaa-4819	242	6	0.000	0.000	NUM
ajoaa-4819	242	7	-4.388	-4.388	NOUN
ajoaa-4819	243	1	-1.824	-1.824	NOUN
ajoaa-4819	243	2	*	*	PUNCT
ajoaa-4819	243	3	*	*	PUNCT
ajoaa-4819	243	4	*	*	PUNCT
ajoaa-4819	243	5	lngfc	lngfc	NOUN
ajoaa-4819	243	6	0.031	0.031	NUM
ajoaa-4819	243	7	0.021	0.021	NUM
ajoaa-4819	243	8	1.06	1.06	NUM
ajoaa-4819	243	9	0.308	0.308	NUM
ajoaa-4819	243	10	-0.032	-0.032	ADP
ajoaa-4819	243	11	0.094	0.094	NUM
ajoaa-4819	243	12	*	*	PUNCT
ajoaa-4819	243	13	*	*	PUNCT
ajoaa-4819	243	14	*	*	PUNCT
ajoaa-4819	243	15	lnarl	lnarl	NOUN
ajoaa-4819	243	16	-0.073	-0.073	PUNCT
ajoaa-4819	243	17	0.036	0.036	NUM
ajoaa-4819	243	18	-2.02	-2.02	NUM
ajoaa-4819	243	19	0.061	0.061	NUM
ajoaa-4819	243	20	-0.149	-0.149	NUM
ajoaa-4819	243	21	0.004	0.004	NUM
ajoaa-4819	243	22	lnrf	lnrf	NOUN
ajoaa-4819	243	23	0.033	0.033	NUM
ajoaa-4819	243	24	0.017	0.017	NUM
ajoaa-4819	243	25	1.97	1.97	NUM
ajoaa-4819	243	26	0.067	0.067	NUM
ajoaa-4819	243	27	-0.003	-0.003	NOUN
ajoaa-4819	243	28	0.069	0.069	NUM
ajoaa-4819	243	29	𝛿𝐸𝐶𝑀t-1	𝛿𝐸𝐶𝑀t-1	PROPN
ajoaa-4819	243	30	-1.025	-1.025	NOUN
ajoaa-4819	243	31	0.191	0.191	NUM
ajoaa-4819	243	32	-5.14	-5.14	NUM
ajoaa-4819	243	33	0.000	0.000	NUM
ajoaa-4819	243	34	-1.450	-1.450	NOUN
ajoaa-4819	243	35	-0.590	-0.590	PUNCT
ajoaa-4819	243	36	mean	mean	VERB
ajoaa-4819	243	37	dependent	dependent	ADJ
ajoaa-4819	243	38	var	var	NOUN
ajoaa-4819	243	39	20.285	20.285	NUM
ajoaa-4819	243	40	sd	sd	ADP
ajoaa-4819	243	41	dependent	dependent	ADJ
ajoaa-4819	243	42	var	var	NOUN
ajoaa-4819	244	1	0.178	0.178	NUM
ajoaa-4819	244	2	r	r	NOUN
ajoaa-4819	244	3	-	-	PUNCT
ajoaa-4819	244	4	squared	square	VERB
ajoaa-4819	244	5	0.984	0.984	NUM
ajoaa-4819	244	6	number	number	NOUN
ajoaa-4819	244	7	of	of	ADP
ajoaa-4819	244	8	obs	obs	PROPN
ajoaa-4819	244	9	.	.	PUNCT
ajoaa-4819	245	1	30	30	NUM
ajoaa-4819	245	2	f	f	X
ajoaa-4819	245	3	-	-	PUNCT
ajoaa-4819	245	4	test	test	NOUN
ajoaa-4819	245	5	392.136	392.136	NUM
ajoaa-4819	245	6	prob	prob	NOUN
ajoaa-4819	245	7	>	>	X
ajoaa-4819	245	8	f	f	PROPN
ajoaa-4819	245	9	0.000	0.000	NUM
ajoaa-4819	245	10	akaike	akaike	ADJ
ajoaa-4819	245	11	crit	crit	NOUN
ajoaa-4819	245	12	.	.	PUNCT
ajoaa-4819	246	1	(	(	PUNCT
ajoaa-4819	246	2	aic	aic	PROPN
ajoaa-4819	246	3	)	)	PUNCT
ajoaa-4819	246	4	-134.098	-134.098	PROPN
ajoaa-4819	246	5	bayesian	bayesian	NOUN
ajoaa-4819	246	6	crit	crit	NOUN
ajoaa-4819	246	7	.	.	PUNCT
ajoaa-4819	247	1	(	(	PUNCT
ajoaa-4819	247	2	bic	bic	PROPN
ajoaa-4819	247	3	)	)	PUNCT
ajoaa-4819	247	4	-127.092	-127.092	PRON
ajoaa-4819	247	5	note	note	VERB
ajoaa-4819	247	6	:	:	PUNCT
ajoaa-4819	247	7	*	*	PUNCT
ajoaa-4819	247	8	*	*	PUNCT
ajoaa-4819	247	9	*	*	PUNCT
ajoaa-4819	247	10	indicates	indicate	VERB
ajoaa-4819	247	11	significance	significance	NOUN
ajoaa-4819	247	12	at	at	ADP
ajoaa-4819	247	13	the	the	DET
ajoaa-4819	247	14	10	10	NUM
ajoaa-4819	247	15	%	%	NOUN
ajoaa-4819	247	16	level	level	NOUN
ajoaa-4819	247	17	.	.	PUNCT
ajoaa-4819	248	1	4.5	4.5	NUM
ajoaa-4819	248	2	.	.	PUNCT
ajoaa-4819	249	1	stability	stability	NOUN
ajoaa-4819	249	2	diagnostic	diagnostic	ADJ
ajoaa-4819	249	3	test	test	NOUN
ajoaa-4819	249	4	(	(	PUNCT
ajoaa-4819	249	5	model	model	NOUN
ajoaa-4819	249	6	fit	fit	PROPN
ajoaa-4819	249	7	)	)	PUNCT
ajoaa-4819	249	8	in	in	ADP
ajoaa-4819	249	9	addition	addition	NOUN
ajoaa-4819	249	10	to	to	ADP
ajoaa-4819	249	11	the	the	DET
ajoaa-4819	249	12	diagnostic	diagnostic	ADJ
ajoaa-4819	249	13	tests	test	NOUN
ajoaa-4819	249	14	mentioned	mention	VERB
ajoaa-4819	249	15	above	above	ADV
ajoaa-4819	249	16	,	,	PUNCT
ajoaa-4819	249	17	an	an	DET
ajoaa-4819	249	18	examination	examination	NOUN
ajoaa-4819	249	19	of	of	ADP
ajoaa-4819	249	20	the	the	DET
ajoaa-4819	249	21	consistency	consistency	NOUN
ajoaa-4819	249	22	of	of	ADP
ajoaa-4819	249	23	the	the	DET
ajoaa-4819	249	24	long	long	ADV
ajoaa-4819	249	25	-	-	PUNCT
ajoaa-4819	249	26	run	run	VERB
ajoaa-4819	249	27	estimations	estimation	NOUN
ajoaa-4819	249	28	was	be	AUX
ajoaa-4819	249	29	carried	carry	VERB
ajoaa-4819	249	30	out	out	ADP
ajoaa-4819	249	31	using	use	VERB
ajoaa-4819	249	32	the	the	DET
ajoaa-4819	249	33	cumulative	cumulative	ADJ
ajoaa-4819	249	34	sum	sum	NOUN
ajoaa-4819	249	35	of	of	ADP
ajoaa-4819	249	36	recursive	recursive	ADJ
ajoaa-4819	249	37	residuals	residual	NOUN
ajoaa-4819	249	38	(	(	PUNCT
ajoaa-4819	249	39	cusum	cusum	NOUN
ajoaa-4819	249	40	)	)	PUNCT
ajoaa-4819	249	41	.	.	PUNCT
ajoaa-4819	250	1	the	the	DET
ajoaa-4819	250	2	plot	plot	NOUN
ajoaa-4819	250	3	of	of	ADP
ajoaa-4819	250	4	the	the	DET
ajoaa-4819	250	5	cusum	cusum	NOUN
ajoaa-4819	250	6	test	test	NOUN
ajoaa-4819	250	7	did	do	AUX
ajoaa-4819	250	8	not	not	PART
ajoaa-4819	250	9	fall	fall	VERB
ajoaa-4819	250	10	outside	outside	ADP
ajoaa-4819	250	11	the	the	DET
ajoaa-4819	250	12	critical	critical	ADJ
ajoaa-4819	250	13	limits	limit	NOUN
ajoaa-4819	250	14	,	,	PUNCT
ajoaa-4819	250	15	as	as	SCONJ
ajoaa-4819	250	16	shown	show	VERB
ajoaa-4819	250	17	in	in	ADP
ajoaa-4819	250	18	figure	figure	NOUN
ajoaa-4819	250	19	1	1	NUM
ajoaa-4819	250	20	.	.	PUNCT
ajoaa-4819	251	1	the	the	DET
ajoaa-4819	251	2	critical	critical	ADJ
ajoaa-4819	251	3	boundaries	boundary	NOUN
ajoaa-4819	251	4	at	at	ADP
ajoaa-4819	251	5	the	the	DET
ajoaa-4819	251	6	5	5	NUM
ajoaa-4819	251	7	%	%	NOUN
ajoaa-4819	251	8	significance	significance	NOUN
ajoaa-4819	251	9	level	level	NOUN
ajoaa-4819	251	10	are	be	AUX
ajoaa-4819	251	11	represented	represent	VERB
ajoaa-4819	251	12	by	by	ADP
ajoaa-4819	251	13	the	the	DET
ajoaa-4819	251	14	straight	straight	ADJ
ajoaa-4819	251	15	lines	line	NOUN
ajoaa-4819	251	16	.	.	PUNCT
ajoaa-4819	252	1	figure	figure	VERB
ajoaa-4819	252	2	1	1	NUM
ajoaa-4819	252	3	.	.	PUNCT
ajoaa-4819	253	1	plot	plot	NOUN
ajoaa-4819	253	2	of	of	ADP
ajoaa-4819	253	3	the	the	DET
ajoaa-4819	253	4	cumulative	cumulative	ADJ
ajoaa-4819	253	5	sum	sum	NOUN
ajoaa-4819	253	6	of	of	ADP
ajoaa-4819	253	7	recursive	recursive	ADJ
ajoaa-4819	253	8	residuals	residual	NOUN
ajoaa-4819	253	9	.	.	PUNCT
ajoaa-4819	254	1	5	5	X
ajoaa-4819	254	2	.	.	X
ajoaa-4819	254	3	conclusion	conclusion	NOUN
ajoaa-4819	254	4	and	and	CCONJ
ajoaa-4819	254	5	recommendations	recommendation	NOUN
ajoaa-4819	254	6	in	in	ADP
ajoaa-4819	254	7	this	this	DET
ajoaa-4819	254	8	study	study	NOUN
ajoaa-4819	254	9	,	,	PUNCT
ajoaa-4819	254	10	the	the	DET
ajoaa-4819	254	11	ardl	ardl	NOUN
ajoaa-4819	254	12	methodology	methodology	NOUN
ajoaa-4819	254	13	was	be	AUX
ajoaa-4819	254	14	utilized	utilize	VERB
ajoaa-4819	254	15	to	to	PART
ajoaa-4819	254	16	analyze	analyze	VERB
ajoaa-4819	254	17	the	the	DET
ajoaa-4819	254	18	determinants	determinant	NOUN
ajoaa-4819	254	19	that	that	PRON
ajoaa-4819	254	20	affect	affect	VERB
ajoaa-4819	254	21	agricultural	agricultural	ADJ
ajoaa-4819	254	22	productivity	productivity	NOUN
ajoaa-4819	254	23	.	.	PUNCT
ajoaa-4819	255	1	the	the	DET
ajoaa-4819	255	2	research	research	NOUN
ajoaa-4819	255	3	focused	focus	VERB
ajoaa-4819	255	4	on	on	ADP
ajoaa-4819	255	5	somalia	somalia	PROPN
ajoaa-4819	255	6	's	's	PART
ajoaa-4819	255	7	agricultural	agricultural	ADJ
ajoaa-4819	255	8	productivity	productivity	NOUN
ajoaa-4819	255	9	in	in	ADP
ajoaa-4819	255	10	the	the	DET
ajoaa-4819	255	11	period	period	NOUN
ajoaa-4819	255	12	from	from	ADP
ajoaa-4819	255	13	1991	1991	NUM
ajoaa-4819	255	14	to	to	ADP
ajoaa-4819	255	15	2020	2020	NUM
ajoaa-4819	255	16	.	.	PUNCT
ajoaa-4819	256	1	the	the	DET
ajoaa-4819	256	2	results	result	NOUN
ajoaa-4819	256	3	showed	show	VERB
ajoaa-4819	256	4	that	that	SCONJ
ajoaa-4819	256	5	the	the	DET
ajoaa-4819	256	6	agriculture	agriculture	NOUN
ajoaa-4819	256	7	productivity	productivity	NOUN
ajoaa-4819	256	8	level	level	NOUN
ajoaa-4819	256	9	is	be	AUX
ajoaa-4819	256	10	determined	determine	VERB
ajoaa-4819	256	11	by	by	ADP
ajoaa-4819	256	12	four	four	NUM
ajoaa-4819	256	13	explanatory	explanatory	ADJ
ajoaa-4819	256	14	variables	variable	NOUN
ajoaa-4819	256	15	:	:	PUNCT
ajoaa-4819	256	16	employment	employment	NOUN
ajoaa-4819	256	17	in	in	ADP
ajoaa-4819	256	18	agriculture	agriculture	NOUN
ajoaa-4819	256	19	,	,	PUNCT
ajoaa-4819	256	20	gross	gross	ADJ
ajoaa-4819	256	21	capital	capital	NOUN
ajoaa-4819	256	22	formation	formation	NOUN
ajoaa-4819	256	23	,	,	PUNCT
ajoaa-4819	256	24	arable	arable	ADJ
ajoaa-4819	256	25	land	land	NOUN
ajoaa-4819	256	26	,	,	PUNCT
ajoaa-4819	256	27	and	and	CCONJ
ajoaa-4819	256	28	rainfall	rainfall	NOUN
ajoaa-4819	256	29	.	.	PUNCT
ajoaa-4819	257	1	there	there	PRON
ajoaa-4819	257	2	is	be	VERB
ajoaa-4819	257	3	a	a	DET
ajoaa-4819	257	4	long	long	ADV
ajoaa-4819	257	5	-	-	PUNCT
ajoaa-4819	257	6	run	run	VERB
ajoaa-4819	257	7	equilibrium	equilibrium	NOUN
ajoaa-4819	257	8	relationship	relationship	NOUN
ajoaa-4819	257	9	between	between	ADP
ajoaa-4819	257	10	agricultural	agricultural	ADJ
ajoaa-4819	257	11	productivity	productivity	NOUN
ajoaa-4819	257	12	,	,	PUNCT
ajoaa-4819	257	13	employment	employment	NOUN
ajoaa-4819	257	14	in	in	ADP
ajoaa-4819	257	15	agriculture	agriculture	NOUN
ajoaa-4819	257	16	,	,	PUNCT
ajoaa-4819	257	17	gross	gross	ADJ
ajoaa-4819	257	18	capital	capital	NOUN
ajoaa-4819	257	19	formation	formation	NOUN
ajoaa-4819	257	20	,	,	PUNCT
ajoaa-4819	257	21	arable	arable	ADJ
ajoaa-4819	257	22	land	land	NOUN
ajoaa-4819	257	23	,	,	PUNCT
ajoaa-4819	257	24	and	and	CCONJ
ajoaa-4819	257	25	rainfall	rainfall	NOUN
ajoaa-4819	257	26	,	,	PUNCT
ajoaa-4819	257	27	as	as	SCONJ
ajoaa-4819	257	28	indicated	indicate	VERB
ajoaa-4819	257	29	by	by	ADP
ajoaa-4819	257	30	the	the	DET
ajoaa-4819	257	31	bounds	bound	NOUN
ajoaa-4819	257	32	test	test	VERB
ajoaa-4819	257	33	and	and	CCONJ
ajoaa-4819	257	34	the	the	DET
ajoaa-4819	257	35	coefficient	coefficient	NOUN
ajoaa-4819	257	36	of	of	ADP
ajoaa-4819	257	37	the	the	DET
ajoaa-4819	257	38	error	error	NOUN
ajoaa-4819	257	39	correction	correction	NOUN
ajoaa-4819	257	40	factor	factor	NOUN
ajoaa-4819	257	41	.	.	PUNCT
ajoaa-4819	258	1	this	this	PRON
ajoaa-4819	258	2	can	can	AUX
ajoaa-4819	258	3	be	be	AUX
ajoaa-4819	258	4	inferred	infer	VERB
ajoaa-4819	258	5	from	from	ADP
ajoaa-4819	258	6	the	the	DET
ajoaa-4819	258	7	fact	fact	NOUN
ajoaa-4819	258	8	that	that	SCONJ
ajoaa-4819	258	9	there	there	PRON
ajoaa-4819	258	10	is	be	VERB
ajoaa-4819	258	11	a	a	DET
ajoaa-4819	258	12	positive	positive	ADJ
ajoaa-4819	258	13	correlation	correlation	NOUN
ajoaa-4819	258	14	between	between	ADP
ajoaa-4819	258	15	these	these	DET
ajoaa-4819	258	16	variables	variable	NOUN
ajoaa-4819	258	17	.	.	PUNCT
ajoaa-4819	259	1	gross	gross	ADJ
ajoaa-4819	259	2	capital	capital	NOUN
ajoaa-4819	259	3	formation	formation	NOUN
ajoaa-4819	259	4	(	(	PUNCT
ajoaa-4819	259	5	gcf	gcf	PROPN
ajoaa-4819	259	6	)	)	PUNCT
ajoaa-4819	259	7	is	be	AUX
ajoaa-4819	259	8	a	a	DET
ajoaa-4819	259	9	further	further	ADJ
ajoaa-4819	259	10	major	major	ADJ
ajoaa-4819	259	11	source	source	NOUN
ajoaa-4819	259	12	of	of	ADP
ajoaa-4819	259	13	total	total	ADJ
ajoaa-4819	259	14	agricultural	agricultural	ADJ
ajoaa-4819	259	15	productivity	productivity	NOUN
ajoaa-4819	259	16	as	as	SCONJ
ajoaa-4819	259	17	it	it	PRON
ajoaa-4819	259	18	has	have	VERB
ajoaa-4819	259	19	a	a	DET
ajoaa-4819	259	20	positive	positive	ADJ
ajoaa-4819	259	21	coefficient	coefficient	NOUN
ajoaa-4819	259	22	value	value	NOUN
ajoaa-4819	259	23	at	at	ADP
ajoaa-4819	259	24	a	a	DET
ajoaa-4819	259	25	5	5	NUM
ajoaa-4819	259	26	percent	percent	NOUN
ajoaa-4819	259	27	level	level	NOUN
ajoaa-4819	259	28	of	of	ADP
ajoaa-4819	259	29	significance	significance	NOUN
ajoaa-4819	259	30	,	,	PUNCT
ajoaa-4819	259	31	indicating	indicate	VERB
ajoaa-4819	259	32	that	that	SCONJ
ajoaa-4819	259	33	gcf	gcf	PROPN
ajoaa-4819	259	34	is	be	AUX
ajoaa-4819	259	35	the	the	DET
ajoaa-4819	259	36	main	main	ADJ
ajoaa-4819	259	37	input	input	NOUN
ajoaa-4819	259	38	increasing	increase	VERB
ajoaa-4819	259	39	agricultural	agricultural	ADJ
ajoaa-4819	259	40	productivity	productivity	NOUN
ajoaa-4819	259	41	by	by	ADP
ajoaa-4819	259	42	0.6070	0.6070	NUM
ajoaa-4819	259	43	percent	percent	NOUN
ajoaa-4819	259	44	.	.	PUNCT
ajoaa-4819	260	1	moreover	moreover	ADV
ajoaa-4819	260	2	,	,	PUNCT
ajoaa-4819	260	3	employment	employment	NOUN
ajoaa-4819	260	4	in	in	ADP
ajoaa-4819	260	5	agriculture	agriculture	NOUN
ajoaa-4819	260	6	is	be	AUX
ajoaa-4819	260	7	an	an	DET
ajoaa-4819	260	8	essential	essential	ADJ
ajoaa-4819	260	9	determinant	determinant	NOUN
ajoaa-4819	260	10	of	of	ADP
ajoaa-4819	260	11	agricultural	agricultural	ADJ
ajoaa-4819	260	12	productivity	productivity	NOUN
ajoaa-4819	260	13	with	with	ADP
ajoaa-4819	260	14	a	a	DET
ajoaa-4819	260	15	coefficient	coefficient	NOUN
ajoaa-4819	260	16	of	of	ADP
ajoaa-4819	260	17	0.5489	0.5489	NUM
ajoaa-4819	260	18	and	and	CCONJ
ajoaa-4819	260	19	is	be	AUX
ajoaa-4819	260	20	statistically	statistically	ADV
ajoaa-4819	260	21	significant	significant	ADJ
ajoaa-4819	260	22	at	at	ADP
ajoaa-4819	260	23	the	the	DET
ajoaa-4819	260	24	5	5	NUM
ajoaa-4819	260	25	percent	percent	NOUN
ajoaa-4819	260	26	level	level	NOUN
ajoaa-4819	260	27	.	.	PUNCT
ajoaa-4819	261	1	the	the	DET
ajoaa-4819	261	2	amount	amount	NOUN
ajoaa-4819	261	3	of	of	ADP
ajoaa-4819	261	4	arable	arable	ADJ
ajoaa-4819	261	5	land	land	NOUN
ajoaa-4819	261	6	,	,	PUNCT
ajoaa-4819	261	7	which	which	PRON
ajoaa-4819	261	8	is	be	AUX
ajoaa-4819	261	9	a	a	DET
ajoaa-4819	261	10	very	very	ADV
ajoaa-4819	261	11	important	important	ADJ
ajoaa-4819	261	12	factor	factor	NOUN
ajoaa-4819	261	13	in	in	ADP
ajoaa-4819	261	14	agricultural	agricultural	ADJ
ajoaa-4819	261	15	productivity	productivity	NOUN
ajoaa-4819	261	16	,	,	PUNCT
ajoaa-4819	261	17	is	be	AUX
ajoaa-4819	261	18	statistically	statistically	ADV
ajoaa-4819	261	19	significant	significant	ADJ
ajoaa-4819	261	20	at	at	ADP
ajoaa-4819	261	21	the	the	DET
ajoaa-4819	261	22	5	5	NUM
ajoaa-4819	261	23	percent	percent	NOUN
ajoaa-4819	261	24	level	level	NOUN
ajoaa-4819	261	25	and	and	CCONJ
ajoaa-4819	261	26	has	have	VERB
ajoaa-4819	261	27	a	a	DET
ajoaa-4819	261	28	positive	positive	ADJ
ajoaa-4819	261	29	correlation	correlation	NOUN
ajoaa-4819	261	30	of	of	ADP
ajoaa-4819	261	31	0.1616	0.1616	NUM
ajoaa-4819	261	32	with	with	ADP
ajoaa-4819	261	33	agricultural	agricultural	ADJ
ajoaa-4819	261	34	productivity	productivity	NOUN
ajoaa-4819	261	35	in	in	ADP
ajoaa-4819	261	36	the	the	DET
ajoaa-4819	261	37	long	long	ADJ
ajoaa-4819	261	38	run	run	NOUN
ajoaa-4819	261	39	;	;	PUNCT
ajoaa-4819	261	40	however	however	ADV
ajoaa-4819	261	41	,	,	PUNCT
ajoaa-4819	261	42	in	in	ADP
ajoaa-4819	261	43	the	the	DET
ajoaa-4819	261	44	short	short	ADJ
ajoaa-4819	261	45	run	run	NOUN
ajoaa-4819	261	46	,	,	PUNCT
ajoaa-4819	261	47	it	it	PRON
ajoaa-4819	261	48	has	have	VERB
ajoaa-4819	261	49	a	a	DET
ajoaa-4819	261	50	statistically	statistically	ADV
ajoaa-4819	261	51	insignificant	insignificant	ADJ
ajoaa-4819	261	52	negative	negative	ADJ
ajoaa-4819	261	53	influence	influence	NOUN
ajoaa-4819	261	54	on	on	ADP
ajoaa-4819	261	55	agricultural	agricultural	ADJ
ajoaa-4819	261	56	productivity	productivity	NOUN
ajoaa-4819	261	57	.	.	PUNCT
ajoaa-4819	262	1	this	this	PRON
ajoaa-4819	262	2	demonstrates	demonstrate	VERB
ajoaa-4819	262	3	that	that	SCONJ
ajoaa-4819	262	4	farmers	farmer	NOUN
ajoaa-4819	262	5	are	be	AUX
ajoaa-4819	262	6	asian	asian	ADJ
ajoaa-4819	262	7	journal	journal	NOUN
ajoaa-4819	262	8	of	of	ADP
ajoaa-4819	262	9	agriculture	agriculture	NOUN
ajoaa-4819	262	10	and	and	CCONJ
ajoaa-4819	262	11	rural	rural	ADJ
ajoaa-4819	262	12	development	development	NOUN
ajoaa-4819	262	13	,	,	PUNCT
ajoaa-4819	262	14	13(3	13(3	NUM
ajoaa-4819	262	15	)	)	PUNCT
ajoaa-4819	262	16	2023	2023	NUM
ajoaa-4819	262	17	:	:	PUNCT
ajoaa-4819	262	18	154	154	NUM
ajoaa-4819	262	19	-	-	SYM
ajoaa-4819	262	20	162	162	NUM
ajoaa-4819	262	21	161	161	NUM
ajoaa-4819	262	22	experiencing	experience	VERB
ajoaa-4819	262	23	productivity	productivity	NOUN
ajoaa-4819	262	24	problems	problem	NOUN
ajoaa-4819	262	25	,	,	PUNCT
ajoaa-4819	262	26	and	and	CCONJ
ajoaa-4819	262	27	soil	soil	NOUN
ajoaa-4819	262	28	nutrients	nutrient	NOUN
ajoaa-4819	262	29	should	should	AUX
ajoaa-4819	262	30	be	be	AUX
ajoaa-4819	262	31	available	available	ADJ
ajoaa-4819	262	32	at	at	ADP
ajoaa-4819	262	33	low	low	ADJ
ajoaa-4819	262	34	cost	cost	NOUN
ajoaa-4819	262	35	and	and	CCONJ
ajoaa-4819	262	36	on	on	ADP
ajoaa-4819	262	37	time	time	NOUN
ajoaa-4819	262	38	,	,	PUNCT
ajoaa-4819	262	39	which	which	PRON
ajoaa-4819	262	40	could	could	AUX
ajoaa-4819	262	41	facilitate	facilitate	VERB
ajoaa-4819	262	42	farmers	farmer	NOUN
ajoaa-4819	262	43	in	in	ADP
ajoaa-4819	262	44	increasing	increase	VERB
ajoaa-4819	262	45	their	their	PRON
ajoaa-4819	262	46	productivity	productivity	NOUN
ajoaa-4819	262	47	by	by	ADP
ajoaa-4819	262	48	applying	apply	VERB
ajoaa-4819	262	49	soil	soil	NOUN
ajoaa-4819	262	50	nutrients	nutrient	NOUN
ajoaa-4819	262	51	.	.	PUNCT
ajoaa-4819	263	1	lastly	lastly	ADV
ajoaa-4819	263	2	,	,	PUNCT
ajoaa-4819	263	3	according	accord	VERB
ajoaa-4819	263	4	to	to	ADP
ajoaa-4819	263	5	the	the	DET
ajoaa-4819	263	6	findings	finding	NOUN
ajoaa-4819	263	7	of	of	ADP
ajoaa-4819	263	8	the	the	DET
ajoaa-4819	263	9	study	study	NOUN
ajoaa-4819	263	10	,	,	PUNCT
ajoaa-4819	263	11	a	a	DET
ajoaa-4819	263	12	one	one	NUM
ajoaa-4819	263	13	-	-	PUNCT
ajoaa-4819	263	14	millimeter	millimeter	NOUN
ajoaa-4819	263	15	increase	increase	NOUN
ajoaa-4819	263	16	in	in	ADP
ajoaa-4819	263	17	average	average	ADJ
ajoaa-4819	263	18	rainfall	rainfall	NOUN
ajoaa-4819	263	19	will	will	AUX
ajoaa-4819	263	20	most	most	ADV
ajoaa-4819	263	21	likely	likely	ADV
ajoaa-4819	263	22	result	result	VERB
ajoaa-4819	263	23	in	in	ADP
ajoaa-4819	263	24	a	a	DET
ajoaa-4819	263	25	0.0233	0.0233	NUM
ajoaa-4819	263	26	percent	percent	NOUN
ajoaa-4819	263	27	increase	increase	NOUN
ajoaa-4819	263	28	in	in	ADP
ajoaa-4819	263	29	agricultural	agricultural	ADJ
ajoaa-4819	263	30	productivity	productivity	NOUN
ajoaa-4819	263	31	in	in	ADP
ajoaa-4819	263	32	the	the	DET
ajoaa-4819	263	33	long	long	ADJ
ajoaa-4819	263	34	run	run	NOUN
ajoaa-4819	263	35	,	,	PUNCT
ajoaa-4819	263	36	although	although	SCONJ
ajoaa-4819	263	37	the	the	DET
ajoaa-4819	263	38	effect	effect	NOUN
ajoaa-4819	263	39	is	be	AUX
ajoaa-4819	263	40	statistically	statistically	ADV
ajoaa-4819	263	41	insignificant	insignificant	ADJ
ajoaa-4819	263	42	in	in	ADP
ajoaa-4819	263	43	both	both	CCONJ
ajoaa-4819	263	44	the	the	DET
ajoaa-4819	263	45	short	short	ADJ
ajoaa-4819	263	46	and	and	CCONJ
ajoaa-4819	263	47	long	long	ADJ
ajoaa-4819	263	48	runs	run	NOUN
ajoaa-4819	263	49	.	.	PUNCT
ajoaa-4819	264	1	this	this	PRON
ajoaa-4819	264	2	aligns	align	VERB
ajoaa-4819	264	3	with	with	ADP
ajoaa-4819	264	4	the	the	DET
ajoaa-4819	264	5	variable	variable	ADJ
ajoaa-4819	264	6	description	description	NOUN
ajoaa-4819	264	7	provided	provide	VERB
ajoaa-4819	264	8	in	in	ADP
ajoaa-4819	264	9	section	section	NOUN
ajoaa-4819	264	10	3.4	3.4	NUM
ajoaa-4819	264	11	,	,	PUNCT
ajoaa-4819	264	12	which	which	PRON
ajoaa-4819	264	13	stated	state	VERB
ajoaa-4819	264	14	that	that	SCONJ
ajoaa-4819	264	15	rainfall	rainfall	NOUN
ajoaa-4819	264	16	and	and	CCONJ
ajoaa-4819	264	17	agricultural	agricultural	ADJ
ajoaa-4819	264	18	productivity	productivity	NOUN
ajoaa-4819	264	19	are	be	AUX
ajoaa-4819	264	20	expected	expect	VERB
ajoaa-4819	264	21	to	to	PART
ajoaa-4819	264	22	have	have	VERB
ajoaa-4819	264	23	a	a	DET
ajoaa-4819	264	24	negative	negative	ADJ
ajoaa-4819	264	25	relationship	relationship	NOUN
ajoaa-4819	264	26	since	since	SCONJ
ajoaa-4819	264	27	somalia	somalia	PROPN
ajoaa-4819	264	28	is	be	AUX
ajoaa-4819	264	29	vulnerable	vulnerable	ADJ
ajoaa-4819	264	30	to	to	ADP
ajoaa-4819	264	31	climate	climate	NOUN
ajoaa-4819	264	32	change	change	NOUN
ajoaa-4819	264	33	and	and	CCONJ
ajoaa-4819	264	34	the	the	DET
ajoaa-4819	264	35	country	country	NOUN
ajoaa-4819	264	36	has	have	AUX
ajoaa-4819	264	37	experienced	experience	VERB
ajoaa-4819	264	38	extreme	extreme	ADJ
ajoaa-4819	264	39	weather	weather	NOUN
ajoaa-4819	264	40	events	event	NOUN
ajoaa-4819	264	41	over	over	ADP
ajoaa-4819	264	42	the	the	DET
ajoaa-4819	264	43	past	past	ADJ
ajoaa-4819	264	44	40	40	NUM
ajoaa-4819	264	45	years	year	NOUN
ajoaa-4819	264	46	.	.	PUNCT
ajoaa-4819	265	1	the	the	DET
ajoaa-4819	265	2	result	result	NOUN
ajoaa-4819	265	3	further	far	ADV
ajoaa-4819	265	4	supports	support	VERB
ajoaa-4819	265	5	kotikula	kotikula	NOUN
ajoaa-4819	265	6	and	and	CCONJ
ajoaa-4819	265	7	masaki	masaki	PROPN
ajoaa-4819	265	8	(	(	PUNCT
ajoaa-4819	265	9	2022	2022	NUM
ajoaa-4819	265	10	)	)	PUNCT
ajoaa-4819	265	11	,	,	PUNCT
ajoaa-4819	265	12	who	who	PRON
ajoaa-4819	265	13	concluded	conclude	VERB
ajoaa-4819	265	14	that	that	SCONJ
ajoaa-4819	265	15	around	around	ADV
ajoaa-4819	265	16	132	132	NUM
ajoaa-4819	265	17	million	million	NUM
ajoaa-4819	265	18	people	people	NOUN
ajoaa-4819	265	19	could	could	AUX
ajoaa-4819	265	20	fall	fall	VERB
ajoaa-4819	265	21	into	into	ADP
ajoaa-4819	265	22	poverty	poverty	NOUN
ajoaa-4819	265	23	due	due	ADP
ajoaa-4819	265	24	to	to	ADP
ajoaa-4819	265	25	climate	climate	NOUN
ajoaa-4819	265	26	change	change	NOUN
ajoaa-4819	265	27	by	by	ADP
ajoaa-4819	265	28	the	the	DET
ajoaa-4819	265	29	year	year	NOUN
ajoaa-4819	265	30	2030	2030	NUM
ajoaa-4819	265	31	,	,	PUNCT
ajoaa-4819	265	32	including	include	VERB
ajoaa-4819	265	33	in	in	ADP
ajoaa-4819	265	34	somalia	somalia	PROPN
ajoaa-4819	265	35	.	.	PUNCT
ajoaa-4819	266	1	therefore	therefore	ADV
ajoaa-4819	266	2	,	,	PUNCT
ajoaa-4819	266	3	farmers	farmer	NOUN
ajoaa-4819	266	4	and	and	CCONJ
ajoaa-4819	266	5	policymakers	policymaker	NOUN
ajoaa-4819	266	6	must	must	AUX
ajoaa-4819	266	7	consider	consider	VERB
ajoaa-4819	266	8	climate	climate	NOUN
ajoaa-4819	266	9	-	-	PUNCT
ajoaa-4819	266	10	resilient	resilient	ADJ
ajoaa-4819	266	11	agricultural	agricultural	ADJ
ajoaa-4819	266	12	practices	practice	NOUN
ajoaa-4819	266	13	to	to	PART
ajoaa-4819	266	14	mitigate	mitigate	VERB
ajoaa-4819	266	15	the	the	DET
ajoaa-4819	266	16	effects	effect	NOUN
ajoaa-4819	266	17	of	of	ADP
ajoaa-4819	266	18	climate	climate	NOUN
ajoaa-4819	266	19	change	change	NOUN
ajoaa-4819	266	20	.	.	PUNCT
ajoaa-4819	267	1	the	the	DET
ajoaa-4819	267	2	error	error	NOUN
ajoaa-4819	267	3	correction	correction	NOUN
ajoaa-4819	267	4	term	term	NOUN
ajoaa-4819	267	5	of	of	ADP
ajoaa-4819	267	6	the	the	DET
ajoaa-4819	267	7	chosen	choose	VERB
ajoaa-4819	267	8	ardl	ardl	NOUN
ajoaa-4819	267	9	model	model	NOUN
ajoaa-4819	267	10	shows	show	VERB
ajoaa-4819	267	11	a	a	DET
ajoaa-4819	267	12	speed	speed	NOUN
ajoaa-4819	267	13	adjustment	adjustment	NOUN
ajoaa-4819	267	14	coefficient	coefficient	NOUN
ajoaa-4819	267	15	with	with	ADP
ajoaa-4819	267	16	a	a	DET
ajoaa-4819	267	17	minus	minus	ADJ
ajoaa-4819	267	18	sign	sign	NOUN
ajoaa-4819	267	19	of	of	ADP
ajoaa-4819	267	20	-1.025	-1.025	PROPN
ajoaa-4819	267	21	,	,	PUNCT
ajoaa-4819	267	22	indicating	indicate	VERB
ajoaa-4819	267	23	that	that	SCONJ
ajoaa-4819	267	24	the	the	DET
ajoaa-4819	267	25	model	model	NOUN
ajoaa-4819	267	26	is	be	AUX
ajoaa-4819	267	27	stable	stable	ADJ
ajoaa-4819	267	28	.	.	PUNCT
ajoaa-4819	268	1	the	the	DET
ajoaa-4819	268	2	short	short	ADJ
ajoaa-4819	268	3	-	-	PUNCT
ajoaa-4819	268	4	run	run	NOUN
ajoaa-4819	268	5	shock	shock	NOUN
ajoaa-4819	268	6	model	model	NOUN
ajoaa-4819	268	7	predicts	predict	VERB
ajoaa-4819	268	8	a	a	DET
ajoaa-4819	268	9	faster	fast	ADV
ajoaa-4819	268	10	long	long	ADV
ajoaa-4819	268	11	-	-	PUNCT
ajoaa-4819	268	12	run	run	VERB
ajoaa-4819	268	13	convergence	convergence	NOUN
ajoaa-4819	268	14	towards	towards	ADP
ajoaa-4819	268	15	equilibrium	equilibrium	NOUN
ajoaa-4819	268	16	because	because	SCONJ
ajoaa-4819	268	17	the	the	DET
ajoaa-4819	268	18	error	error	NOUN
ajoaa-4819	268	19	from	from	ADP
ajoaa-4819	268	20	the	the	DET
ajoaa-4819	268	21	previous	previous	ADJ
ajoaa-4819	268	22	time	time	NOUN
ajoaa-4819	268	23	span	span	NOUN
ajoaa-4819	268	24	is	be	AUX
ajoaa-4819	268	25	addressed	address	VERB
ajoaa-4819	268	26	in	in	ADP
ajoaa-4819	268	27	the	the	DET
ajoaa-4819	268	28	current	current	ADJ
ajoaa-4819	268	29	time	time	NOUN
ajoaa-4819	268	30	span	span	NOUN
ajoaa-4819	268	31	.	.	PUNCT
ajoaa-4819	269	1	the	the	DET
ajoaa-4819	269	2	quality	quality	NOUN
ajoaa-4819	269	3	of	of	ADP
ajoaa-4819	269	4	fit	fit	NOUN
ajoaa-4819	269	5	of	of	ADP
ajoaa-4819	269	6	the	the	DET
ajoaa-4819	269	7	estimated	estimate	VERB
ajoaa-4819	269	8	model	model	NOUN
ajoaa-4819	269	9	is	be	AUX
ajoaa-4819	269	10	validated	validate	VERB
ajoaa-4819	269	11	by	by	ADP
ajoaa-4819	269	12	the	the	DET
ajoaa-4819	269	13	fact	fact	NOUN
ajoaa-4819	269	14	that	that	SCONJ
ajoaa-4819	269	15	the	the	DET
ajoaa-4819	269	16	r	r	NOUN
ajoaa-4819	269	17	-	-	PUNCT
ajoaa-4819	269	18	squared	square	VERB
ajoaa-4819	269	19	value	value	NOUN
ajoaa-4819	269	20	is	be	AUX
ajoaa-4819	269	21	0.98	0.98	NUM
ajoaa-4819	269	22	.	.	PUNCT
ajoaa-4819	270	1	based	base	VERB
ajoaa-4819	270	2	on	on	ADP
ajoaa-4819	270	3	the	the	DET
ajoaa-4819	270	4	above	above	ADJ
ajoaa-4819	270	5	conclusions	conclusion	NOUN
ajoaa-4819	270	6	,	,	PUNCT
ajoaa-4819	270	7	the	the	DET
ajoaa-4819	270	8	following	follow	VERB
ajoaa-4819	270	9	policy	policy	NOUN
ajoaa-4819	270	10	recommendations	recommendation	NOUN
ajoaa-4819	270	11	are	be	AUX
ajoaa-4819	270	12	proposed	propose	VERB
ajoaa-4819	270	13	to	to	ADP
ajoaa-4819	270	14	decision	decision	NOUN
ajoaa-4819	270	15	-	-	PUNCT
ajoaa-4819	270	16	makers	maker	NOUN
ajoaa-4819	270	17	to	to	PART
ajoaa-4819	270	18	promote	promote	VERB
ajoaa-4819	270	19	somalia	somalia	PROPN
ajoaa-4819	270	20	’s	’s	PART
ajoaa-4819	270	21	agricultural	agricultural	ADJ
ajoaa-4819	270	22	productivity	productivity	NOUN
ajoaa-4819	270	23	and	and	CCONJ
ajoaa-4819	270	24	the	the	DET
ajoaa-4819	270	25	sustainable	sustainable	ADJ
ajoaa-4819	270	26	development	development	NOUN
ajoaa-4819	270	27	of	of	ADP
ajoaa-4819	270	28	its	its	PRON
ajoaa-4819	270	29	agricultural	agricultural	ADJ
ajoaa-4819	270	30	sector	sector	NOUN
ajoaa-4819	270	31	.	.	PUNCT
ajoaa-4819	271	1	firstly	firstly	ADV
ajoaa-4819	271	2	,	,	PUNCT
ajoaa-4819	271	3	the	the	DET
ajoaa-4819	271	4	somalian	somalian	ADJ
ajoaa-4819	271	5	government	government	NOUN
ajoaa-4819	271	6	should	should	AUX
ajoaa-4819	271	7	focus	focus	VERB
ajoaa-4819	271	8	on	on	ADP
ajoaa-4819	271	9	technological	technological	ADJ
ajoaa-4819	271	10	innovations	innovation	NOUN
ajoaa-4819	271	11	to	to	PART
ajoaa-4819	271	12	increase	increase	VERB
ajoaa-4819	271	13	sector	sector	NOUN
ajoaa-4819	271	14	productivity	productivity	NOUN
ajoaa-4819	271	15	.	.	PUNCT
ajoaa-4819	272	1	secondly	secondly	ADV
ajoaa-4819	272	2	,	,	PUNCT
ajoaa-4819	272	3	somalia	somalia	PROPN
ajoaa-4819	272	4	’s	’s	PART
ajoaa-4819	272	5	federal	federal	ADJ
ajoaa-4819	272	6	government	government	NOUN
ajoaa-4819	272	7	should	should	AUX
ajoaa-4819	272	8	increase	increase	VERB
ajoaa-4819	272	9	its	its	PRON
ajoaa-4819	272	10	expenditure	expenditure	NOUN
ajoaa-4819	272	11	on	on	ADP
ajoaa-4819	272	12	the	the	DET
ajoaa-4819	272	13	agriculture	agriculture	NOUN
ajoaa-4819	272	14	sector	sector	NOUN
ajoaa-4819	272	15	,	,	PUNCT
ajoaa-4819	272	16	particularly	particularly	ADV
ajoaa-4819	272	17	in	in	ADP
ajoaa-4819	272	18	the	the	DET
ajoaa-4819	272	19	areas	area	NOUN
ajoaa-4819	272	20	of	of	ADP
ajoaa-4819	272	21	education	education	NOUN
ajoaa-4819	272	22	,	,	PUNCT
ajoaa-4819	272	23	land	land	NOUN
ajoaa-4819	272	24	tenure	tenure	NOUN
ajoaa-4819	272	25	security	security	NOUN
ajoaa-4819	272	26	,	,	PUNCT
ajoaa-4819	272	27	credit	credit	NOUN
ajoaa-4819	272	28	,	,	PUNCT
ajoaa-4819	272	29	and	and	CCONJ
ajoaa-4819	272	30	the	the	DET
ajoaa-4819	272	31	financial	financial	ADJ
ajoaa-4819	272	32	accessibility	accessibility	NOUN
ajoaa-4819	272	33	of	of	ADP
ajoaa-4819	272	34	sector	sector	NOUN
ajoaa-4819	272	35	investors	investor	NOUN
ajoaa-4819	272	36	.	.	PUNCT
ajoaa-4819	273	1	thirdly	thirdly	ADV
ajoaa-4819	273	2	,	,	PUNCT
ajoaa-4819	273	3	the	the	DET
ajoaa-4819	273	4	somalian	somalian	ADJ
ajoaa-4819	273	5	federal	federal	ADJ
ajoaa-4819	273	6	government	government	NOUN
ajoaa-4819	273	7	should	should	AUX
ajoaa-4819	273	8	invest	invest	VERB
ajoaa-4819	273	9	more	more	ADV
ajoaa-4819	273	10	in	in	ADP
ajoaa-4819	273	11	human	human	ADJ
ajoaa-4819	273	12	capital	capital	NOUN
ajoaa-4819	273	13	to	to	PART
ajoaa-4819	273	14	promote	promote	VERB
ajoaa-4819	273	15	sustainable	sustainable	ADJ
ajoaa-4819	273	16	productivity	productivity	NOUN
ajoaa-4819	273	17	growth	growth	NOUN
ajoaa-4819	273	18	in	in	ADP
ajoaa-4819	273	19	the	the	DET
ajoaa-4819	273	20	agricultural	agricultural	ADJ
ajoaa-4819	273	21	sector	sector	NOUN
ajoaa-4819	273	22	.	.	PUNCT
ajoaa-4819	274	1	fourthly	fourthly	ADV
ajoaa-4819	274	2	,	,	PUNCT
ajoaa-4819	274	3	the	the	DET
ajoaa-4819	274	4	study	study	NOUN
ajoaa-4819	274	5	recommends	recommend	VERB
ajoaa-4819	274	6	that	that	SCONJ
ajoaa-4819	274	7	sector	sector	NOUN
ajoaa-4819	274	8	investors	investor	NOUN
ajoaa-4819	274	9	support	support	VERB
ajoaa-4819	274	10	the	the	DET
ajoaa-4819	274	11	use	use	NOUN
ajoaa-4819	274	12	of	of	ADP
ajoaa-4819	274	13	improved	improve	VERB
ajoaa-4819	274	14	agricultural	agricultural	ADJ
ajoaa-4819	274	15	technology	technology	NOUN
ajoaa-4819	274	16	,	,	PUNCT
ajoaa-4819	274	17	organic	organic	ADJ
ajoaa-4819	274	18	fertilizers	fertilizer	NOUN
ajoaa-4819	274	19	,	,	PUNCT
ajoaa-4819	274	20	and	and	CCONJ
ajoaa-4819	274	21	other	other	ADJ
ajoaa-4819	274	22	agricultural	agricultural	ADJ
ajoaa-4819	274	23	extension	extension	NOUN
ajoaa-4819	274	24	services	service	NOUN
ajoaa-4819	274	25	that	that	PRON
ajoaa-4819	274	26	would	would	AUX
ajoaa-4819	274	27	augment	augment	VERB
ajoaa-4819	274	28	and	and	CCONJ
ajoaa-4819	274	29	support	support	VERB
ajoaa-4819	274	30	agricultural	agricultural	ADJ
ajoaa-4819	274	31	productivity	productivity	NOUN
ajoaa-4819	274	32	.	.	PUNCT
ajoaa-4819	275	1	one	one	NUM
ajoaa-4819	275	2	limitation	limitation	NOUN
ajoaa-4819	275	3	of	of	ADP
ajoaa-4819	275	4	this	this	DET
ajoaa-4819	275	5	research	research	NOUN
ajoaa-4819	275	6	is	be	AUX
ajoaa-4819	275	7	that	that	SCONJ
ajoaa-4819	275	8	it	it	PRON
ajoaa-4819	275	9	has	have	AUX
ajoaa-4819	275	10	only	only	ADV
ajoaa-4819	275	11	considered	consider	VERB
ajoaa-4819	275	12	the	the	DET
ajoaa-4819	275	13	most	most	ADV
ajoaa-4819	275	14	important	important	ADJ
ajoaa-4819	275	15	macroeconomic	macroeconomic	ADJ
ajoaa-4819	275	16	factors	factor	NOUN
ajoaa-4819	275	17	that	that	PRON
ajoaa-4819	275	18	explain	explain	VERB
ajoaa-4819	275	19	agricultural	agricultural	ADJ
ajoaa-4819	275	20	productivity	productivity	NOUN
ajoaa-4819	275	21	in	in	ADP
ajoaa-4819	275	22	somalia	somalia	PROPN
ajoaa-4819	275	23	.	.	PUNCT
ajoaa-4819	276	1	however	however	ADV
ajoaa-4819	276	2	,	,	PUNCT
ajoaa-4819	276	3	fertilizers	fertilizer	NOUN
ajoaa-4819	276	4	and	and	CCONJ
ajoaa-4819	276	5	agricultural	agricultural	ADJ
ajoaa-4819	276	6	machinery	machinery	NOUN
ajoaa-4819	276	7	also	also	ADV
ajoaa-4819	276	8	have	have	VERB
ajoaa-4819	276	9	an	an	DET
ajoaa-4819	276	10	impact	impact	NOUN
ajoaa-4819	276	11	on	on	ADP
ajoaa-4819	276	12	agricultural	agricultural	ADJ
ajoaa-4819	276	13	productivity	productivity	NOUN
ajoaa-4819	276	14	.	.	PUNCT
ajoaa-4819	277	1	as	as	ADP
ajoaa-4819	277	2	a	a	DET
ajoaa-4819	277	3	result	result	NOUN
ajoaa-4819	277	4	,	,	PUNCT
ajoaa-4819	277	5	future	future	ADJ
ajoaa-4819	277	6	research	research	NOUN
ajoaa-4819	277	7	may	may	AUX
ajoaa-4819	277	8	include	include	VERB
ajoaa-4819	277	9	relevant	relevant	ADJ
ajoaa-4819	277	10	variables	variable	NOUN
ajoaa-4819	277	11	such	such	ADJ
ajoaa-4819	277	12	as	as	ADP
ajoaa-4819	277	13	fertilizers	fertilizer	NOUN
ajoaa-4819	277	14	and	and	CCONJ
ajoaa-4819	277	15	agricultural	agricultural	ADJ
ajoaa-4819	277	16	machinery	machinery	NOUN
ajoaa-4819	277	17	to	to	PART
ajoaa-4819	277	18	identify	identify	VERB
ajoaa-4819	277	19	their	their	PRON
ajoaa-4819	277	20	relationship	relationship	NOUN
ajoaa-4819	277	21	with	with	ADP
ajoaa-4819	277	22	agricultural	agricultural	ADJ
ajoaa-4819	277	23	productivity	productivity	NOUN
ajoaa-4819	277	24	in	in	ADP
ajoaa-4819	277	25	both	both	CCONJ
ajoaa-4819	277	26	the	the	DET
ajoaa-4819	277	27	short	short	ADJ
ajoaa-4819	277	28	and	and	CCONJ
ajoaa-4819	277	29	long	long	ADJ
ajoaa-4819	277	30	run	run	NOUN
ajoaa-4819	277	31	.	.	PUNCT
ajoaa-4819	278	1	funding	funding	NOUN
ajoaa-4819	278	2	:	:	PUNCT
ajoaa-4819	278	3	this	this	DET
ajoaa-4819	278	4	study	study	NOUN
ajoaa-4819	278	5	received	receive	VERB
ajoaa-4819	278	6	no	no	DET
ajoaa-4819	278	7	funding	funding	NOUN
ajoaa-4819	278	8	from	from	ADP
ajoaa-4819	278	9	any	any	DET
ajoaa-4819	278	10	entity	entity	NOUN
ajoaa-4819	278	11	.	.	PUNCT
ajoaa-4819	279	1	competing	compete	VERB
ajoaa-4819	279	2	interests	interest	NOUN
ajoaa-4819	279	3	:	:	PUNCT
ajoaa-4819	279	4	the	the	DET
ajoaa-4819	279	5	author	author	NOUN
ajoaa-4819	279	6	declares	declare	VERB
ajoaa-4819	279	7	that	that	SCONJ
ajoaa-4819	279	8	there	there	PRON
ajoaa-4819	279	9	are	be	VERB
ajoaa-4819	279	10	no	no	DET
ajoaa-4819	279	11	conflicts	conflict	NOUN
ajoaa-4819	279	12	of	of	ADP
ajoaa-4819	279	13	interests	interest	NOUN
ajoaa-4819	279	14	regarding	regard	VERB
ajoaa-4819	279	15	the	the	DET
ajoaa-4819	279	16	publication	publication	NOUN
ajoaa-4819	279	17	of	of	ADP
ajoaa-4819	279	18	this	this	DET
ajoaa-4819	279	19	paper	paper	NOUN
ajoaa-4819	279	20	.	.	PUNCT
ajoaa-4819	280	1	data	datum	NOUN
ajoaa-4819	280	2	availability	availability	NOUN
ajoaa-4819	280	3	statement	statement	NOUN
ajoaa-4819	280	4	:	:	PUNCT
ajoaa-4819	280	5	upon	upon	SCONJ
ajoaa-4819	280	6	a	a	DET
ajoaa-4819	280	7	reasonable	reasonable	ADJ
ajoaa-4819	280	8	request	request	NOUN
ajoaa-4819	280	9	,	,	PUNCT
ajoaa-4819	280	10	the	the	DET
ajoaa-4819	280	11	supporting	support	VERB
ajoaa-4819	280	12	data	datum	NOUN
ajoaa-4819	280	13	of	of	ADP
ajoaa-4819	280	14	this	this	DET
ajoaa-4819	280	15	study	study	NOUN
ajoaa-4819	280	16	can	can	AUX
ajoaa-4819	280	17	be	be	AUX
ajoaa-4819	280	18	provided	provide	VERB
ajoaa-4819	280	19	by	by	ADP
ajoaa-4819	280	20	the	the	DET
ajoaa-4819	280	21	elmi	elmi	PROPN
ajoaa-4819	280	22	hassan	hassan	PROPN
ajoaa-4819	280	23	samatar	samatar	PROPN
ajoaa-4819	280	24	.	.	PUNCT
ajoaa-4819	281	1	views	view	NOUN
ajoaa-4819	281	2	and	and	CCONJ
ajoaa-4819	281	3	opinions	opinion	NOUN
ajoaa-4819	281	4	expressed	express	VERB
ajoaa-4819	281	5	in	in	ADP
ajoaa-4819	281	6	this	this	DET
ajoaa-4819	281	7	study	study	NOUN
ajoaa-4819	281	8	are	be	AUX
ajoaa-4819	281	9	those	those	PRON
ajoaa-4819	281	10	of	of	ADP
ajoaa-4819	281	11	the	the	DET
ajoaa-4819	281	12	author	author	NOUN
ajoaa-4819	281	13	views	view	VERB
ajoaa-4819	281	14	;	;	PUNCT
ajoaa-4819	281	15	the	the	DET
ajoaa-4819	281	16	asian	asian	ADJ
ajoaa-4819	281	17	journal	journal	NOUN
ajoaa-4819	281	18	of	of	ADP
ajoaa-4819	281	19	agriculture	agriculture	NOUN
ajoaa-4819	281	20	and	and	CCONJ
ajoaa-4819	281	21	rural	rural	ADJ
ajoaa-4819	281	22	development	development	NOUN
ajoaa-4819	281	23	shall	shall	AUX
ajoaa-4819	281	24	not	not	PART
ajoaa-4819	281	25	be	be	AUX
ajoaa-4819	281	26	responsible	responsible	ADJ
ajoaa-4819	281	27	or	or	CCONJ
ajoaa-4819	281	28	answerable	answerable	ADJ
ajoaa-4819	281	29	for	for	ADP
ajoaa-4819	281	30	any	any	DET
ajoaa-4819	281	31	loss	loss	NOUN
ajoaa-4819	281	32	,	,	PUNCT
ajoaa-4819	281	33	damage	damage	NOUN
ajoaa-4819	281	34	,	,	PUNCT
ajoaa-4819	281	35	or	or	CCONJ
ajoaa-4819	281	36	liability	liability	NOUN
ajoaa-4819	281	37	,	,	PUNCT
ajoaa-4819	281	38	etc	etc	X
ajoaa-4819	281	39	.	.	X
ajoaa-4819	281	40	caused	cause	VERB
ajoaa-4819	281	41	in	in	ADP
ajoaa-4819	281	42	relation	relation	NOUN
ajoaa-4819	281	43	to	to	PART
ajoaa-4819	281	44	/	/	PUNCT
ajoaa-4819	281	45	arising	arise	VERB
ajoaa-4819	281	46	out	out	ADP
ajoaa-4819	281	47	of	of	ADP
ajoaa-4819	281	48	the	the	DET
ajoaa-4819	281	49	use	use	NOUN
ajoaa-4819	281	50	of	of	ADP
ajoaa-4819	281	51	the	the	DET
ajoaa-4819	281	52	content	content	NOUN
ajoaa-4819	281	53	.	.	PUNCT
ajoaa-4819	282	1	references	reference	NOUN
ajoaa-4819	282	2	afdb	afdb	PROPN
ajoaa-4819	282	3	.	.	PUNCT
ajoaa-4819	283	1	(	(	PUNCT
ajoaa-4819	283	2	2021	2021	NUM
ajoaa-4819	283	3	)	)	PUNCT
ajoaa-4819	283	4	.	.	PUNCT
ajoaa-4819	284	1	annual	annual	ADJ
ajoaa-4819	284	2	development	development	NOUN
ajoaa-4819	284	3	effectiveness	effectiveness	PROPN
ajoaa-4819	284	4	review	review	NOUN
ajoaa-4819	284	5	2021	2021	NUM
ajoaa-4819	284	6	:	:	PUNCT
ajoaa-4819	284	7	a	a	DET
ajoaa-4819	284	8	resilient	resilient	ADJ
ajoaa-4819	284	9	continent	continent	NOUN
ajoaa-4819	284	10	recovering	recover	VERB
ajoaa-4819	284	11	from	from	ADP
ajoaa-4819	284	12	the	the	DET
ajoaa-4819	284	13	pandemic	pandemic	ADJ
ajoaa-4819	284	14	.	.	PUNCT
ajoaa-4819	285	1	african	african	PROPN
ajoaa-4819	285	2	development	development	PROPN
ajoaa-4819	285	3	bank	bank	PROPN
ajoaa-4819	285	4	group	group	PROPN
ajoaa-4819	285	5	(	(	PUNCT
ajoaa-4819	285	6	afdb	afdb	PROPN
ajoaa-4819	285	7	)	)	PUNCT
ajoaa-4819	285	8	.	.	PUNCT
ajoaa-4819	286	1	abidjan	abidjan	PROPN
ajoaa-4819	286	2	,	,	PUNCT
ajoaa-4819	286	3	côte	côte	PROPN
ajoaa-4819	286	4	d’ivoire	d’ivoire	PROPN
ajoaa-4819	286	5	.	.	PUNCT
ajoaa-4819	286	6	retrieved	retrieve	VERB
ajoaa-4819	286	7	from	from	ADP
ajoaa-4819	286	8	https://www.afdb.org/en/annual-development-effectivenessreview-2021	https://www.afdb.org/en/annual-development-effectivenessreview-2021	PROPN
ajoaa-4819	286	9	ahmad	ahmad	PROPN
ajoaa-4819	286	10	,	,	PUNCT
ajoaa-4819	286	11	k.	k.	PROPN
ajoaa-4819	286	12	,	,	PUNCT
ajoaa-4819	286	13	&	&	CCONJ
ajoaa-4819	286	14	heng	heng	PROPN
ajoaa-4819	286	15	,	,	PUNCT
ajoaa-4819	286	16	a.	a.	PROPN
ajoaa-4819	286	17	c.	c.	PROPN
ajoaa-4819	286	18	t.	t.	PROPN
ajoaa-4819	286	19	(	(	PUNCT
ajoaa-4819	286	20	2012	2012	NUM
ajoaa-4819	286	21	)	)	PUNCT
ajoaa-4819	286	22	.	.	PUNCT
ajoaa-4819	287	1	determinants	determinant	NOUN
ajoaa-4819	287	2	of	of	ADP
ajoaa-4819	287	3	agriculture	agriculture	NOUN
ajoaa-4819	287	4	productivity	productivity	NOUN
ajoaa-4819	287	5	growth	growth	NOUN
ajoaa-4819	287	6	in	in	ADP
ajoaa-4819	287	7	pakistan	pakistan	PROPN
ajoaa-4819	287	8	.	.	PUNCT
ajoaa-4819	288	1	international	international	ADJ
ajoaa-4819	288	2	research	research	PROPN
ajoaa-4819	288	3	journal	journal	NOUN
ajoaa-4819	288	4	of	of	ADP
ajoaa-4819	288	5	finance	finance	NOUN
ajoaa-4819	288	6	and	and	CCONJ
ajoaa-4819	288	7	economics	economic	NOUN
ajoaa-4819	288	8	,	,	PUNCT
ajoaa-4819	288	9	95(2	95(2	NOUN
ajoaa-4819	288	10	)	)	PUNCT
ajoaa-4819	288	11	,	,	PUNCT
ajoaa-4819	288	12	165	165	NUM
ajoaa-4819	288	13	-	-	SYM
ajoaa-4819	288	14	172	172	NUM
ajoaa-4819	288	15	.	.	PUNCT
ajoaa-4819	289	1	andrianarison	andrianarison	PROPN
ajoaa-4819	289	2	,	,	PUNCT
ajoaa-4819	289	3	f.	f.	PROPN
ajoaa-4819	289	4	,	,	PUNCT
ajoaa-4819	289	5	kamdem	kamdem	PROPN
ajoaa-4819	289	6	,	,	PUNCT
ajoaa-4819	289	7	c.	c.	PROPN
ajoaa-4819	289	8	b.	b.	PROPN
ajoaa-4819	289	9	,	,	PUNCT
ajoaa-4819	289	10	&	&	CCONJ
ajoaa-4819	289	11	che	che	PROPN
ajoaa-4819	289	12	kameni	kameni	PROPN
ajoaa-4819	289	13	,	,	PUNCT
ajoaa-4819	289	14	b.	b.	PROPN
ajoaa-4819	289	15	(	(	PUNCT
ajoaa-4819	289	16	2022	2022	NUM
ajoaa-4819	289	17	)	)	PUNCT
ajoaa-4819	289	18	.	.	PUNCT
ajoaa-4819	290	1	factors	factor	NOUN
ajoaa-4819	290	2	enhancing	enhance	VERB
ajoaa-4819	290	3	agricultural	agricultural	ADJ
ajoaa-4819	290	4	productivity	productivity	NOUN
ajoaa-4819	290	5	under	under	ADP
ajoaa-4819	290	6	innovation	innovation	NOUN
ajoaa-4819	290	7	technology	technology	NOUN
ajoaa-4819	290	8	:	:	PUNCT
ajoaa-4819	290	9	insights	insight	NOUN
ajoaa-4819	290	10	from	from	ADP
ajoaa-4819	290	11	cameroon	cameroon	PROPN
ajoaa-4819	290	12	.	.	PUNCT
ajoaa-4819	291	1	african	african	ADJ
ajoaa-4819	291	2	journal	journal	PROPN
ajoaa-4819	291	3	of	of	ADP
ajoaa-4819	291	4	science	science	NOUN
ajoaa-4819	291	5	,	,	PUNCT
ajoaa-4819	291	6	technology	technology	NOUN
ajoaa-4819	291	7	,	,	PUNCT
ajoaa-4819	291	8	innovation	innovation	NOUN
ajoaa-4819	291	9	and	and	CCONJ
ajoaa-4819	291	10	development	development	NOUN
ajoaa-4819	291	11	,	,	PUNCT
ajoaa-4819	291	12	14(5	14(5	NUM
ajoaa-4819	291	13	)	)	PUNCT
ajoaa-4819	291	14	,	,	PUNCT
ajoaa-4819	291	15	1173	1173	NUM
ajoaa-4819	291	16	-	-	SYM
ajoaa-4819	291	17	1183	1183	NUM
ajoaa-4819	291	18	.	.	PUNCT
ajoaa-4819	292	1	https://doi.org/10.1080/20421338.2021.1937816	https://doi.org/10.1080/20421338.2021.1937816	PROPN
ajoaa-4819	292	2	barker	barker	PROPN
ajoaa-4819	292	3	,	,	PUNCT
ajoaa-4819	292	4	r.	r.	PROPN
ajoaa-4819	292	5	,	,	PUNCT
ajoaa-4819	292	6	&	&	CCONJ
ajoaa-4819	292	7	herdt	herdt	PROPN
ajoaa-4819	292	8	,	,	PUNCT
ajoaa-4819	292	9	r.	r.	PROPN
ajoaa-4819	292	10	(	(	PUNCT
ajoaa-4819	292	11	1978	1978	NUM
ajoaa-4819	292	12	)	)	PUNCT
ajoaa-4819	292	13	.	.	PUNCT
ajoaa-4819	293	1	equity	equity	NOUN
ajoaa-4819	293	2	implication	implication	NOUN
ajoaa-4819	293	3	of	of	ADP
ajoaa-4819	293	4	technology	technology	NOUN
ajoaa-4819	293	5	changes	change	NOUN
ajoaa-4819	293	6	:	:	PUNCT
ajoaa-4819	293	7	interpretive	interpretive	ADJ
ajoaa-4819	293	8	analysis	analysis	NOUN
ajoaa-4819	293	9	of	of	ADP
ajoaa-4819	293	10	selected	select	VERB
ajoaa-4819	293	11	papers	paper	NOUN
ajoaa-4819	293	12	from	from	ADP
ajoaa-4819	293	13	changes	change	NOUN
ajoaa-4819	293	14	in	in	ADP
ajoaa-4819	293	15	rice	rice	NOUN
ajoaa-4819	293	16	farming	farming	NOUN
ajoaa-4819	293	17	in	in	ADP
ajoaa-4819	293	18	selected	select	VERB
ajoaa-4819	293	19	areas	area	NOUN
ajoaa-4819	293	20	of	of	ADP
ajoaa-4819	293	21	asia	asia	PROPN
ajoaa-4819	293	22	.	.	PUNCT
ajoaa-4819	294	1	the	the	DET
ajoaa-4819	294	2	international	international	PROPN
ajoaa-4819	294	3	rice	rice	PROPN
ajoaa-4819	294	4	research	research	PROPN
ajoaa-4819	294	5	institute	institute	PROPN
ajoaa-4819	294	6	,	,	PUNCT
ajoaa-4819	294	7	83–110	83–110	PROPN
ajoaa-4819	294	8	.	.	PUNCT
ajoaa-4819	294	9	dickey	dickey	PROPN
ajoaa-4819	294	10	,	,	PUNCT
ajoaa-4819	294	11	d.	d.	PROPN
ajoaa-4819	294	12	a.	a.	PROPN
ajoaa-4819	294	13	,	,	PUNCT
ajoaa-4819	294	14	&	&	CCONJ
ajoaa-4819	294	15	fuller	full	ADJ
ajoaa-4819	294	16	,	,	PUNCT
ajoaa-4819	294	17	w.	w.	PROPN
ajoaa-4819	294	18	a.	a.	PROPN
ajoaa-4819	294	19	(	(	PUNCT
ajoaa-4819	294	20	1979	1979	NUM
ajoaa-4819	294	21	)	)	PUNCT
ajoaa-4819	294	22	.	.	PUNCT
ajoaa-4819	295	1	distribution	distribution	NOUN
ajoaa-4819	295	2	of	of	ADP
ajoaa-4819	295	3	the	the	DET
ajoaa-4819	295	4	estimators	estimator	NOUN
ajoaa-4819	295	5	for	for	ADP
ajoaa-4819	295	6	autoregressive	autoregressive	ADJ
ajoaa-4819	295	7	time	time	NOUN
ajoaa-4819	295	8	series	series	NOUN
ajoaa-4819	295	9	with	with	ADP
ajoaa-4819	295	10	a	a	DET
ajoaa-4819	295	11	unit	unit	NOUN
ajoaa-4819	295	12	root	root	NOUN
ajoaa-4819	295	13	.	.	PUNCT
ajoaa-4819	296	1	journal	journal	NOUN
ajoaa-4819	296	2	of	of	ADP
ajoaa-4819	296	3	the	the	DET
ajoaa-4819	296	4	american	american	PROPN
ajoaa-4819	296	5	statistical	statistical	PROPN
ajoaa-4819	296	6	association	association	NOUN
ajoaa-4819	296	7	,	,	PUNCT
ajoaa-4819	296	8	74(366a	74(366a	NUM
ajoaa-4819	296	9	)	)	PUNCT
ajoaa-4819	296	10	,	,	PUNCT
ajoaa-4819	296	11	427	427	NUM
ajoaa-4819	296	12	-	-	SYM
ajoaa-4819	296	13	431	431	NUM
ajoaa-4819	296	14	.	.	PUNCT
ajoaa-4819	297	1	https://doi.org/10.2307/2286348	https://doi.org/10.2307/2286348	ADJ
ajoaa-4819	297	2	ekbom	ekbom	NOUN
ajoaa-4819	297	3	,	,	PUNCT
ajoaa-4819	297	4	a.	a.	NOUN
ajoaa-4819	297	5	(	(	PUNCT
ajoaa-4819	297	6	1998	1998	NUM
ajoaa-4819	297	7	)	)	PUNCT
ajoaa-4819	297	8	.	.	PUNCT
ajoaa-4819	298	1	some	some	DET
ajoaa-4819	298	2	determinants	determinant	NOUN
ajoaa-4819	298	3	to	to	ADP
ajoaa-4819	298	4	agricultural	agricultural	ADJ
ajoaa-4819	298	5	productivity	productivity	NOUN
ajoaa-4819	298	6	:	:	PUNCT
ajoaa-4819	298	7	an	an	DET
ajoaa-4819	298	8	application	application	NOUN
ajoaa-4819	298	9	to	to	ADP
ajoaa-4819	298	10	the	the	DET
ajoaa-4819	298	11	kenyan	kenyan	PROPN
ajoaa-4819	298	12	highlands	highlands	PROPN
ajoaa-4819	298	13	.	.	PUNCT
ajoaa-4819	299	1	paper	paper	PROPN
ajoaa-4819	299	2	presented	present	VERB
ajoaa-4819	299	3	at	at	ADP
ajoaa-4819	299	4	the	the	DET
ajoaa-4819	299	5	world	world	NOUN
ajoaa-4819	299	6	conference	conference	NOUN
ajoaa-4819	299	7	of	of	ADP
ajoaa-4819	299	8	environmental	environmental	ADJ
ajoaa-4819	299	9	economics	economic	NOUN
ajoaa-4819	299	10	.	.	PUNCT
ajoaa-4819	300	1	ene	ene	PROPN
ajoaa-4819	300	2	,	,	PUNCT
ajoaa-4819	300	3	h.	h.	PROPN
ajoaa-4819	300	4	,	,	PUNCT
ajoaa-4819	300	5	onyele	onyele	PROPN
ajoaa-4819	300	6	,	,	PUNCT
ajoaa-4819	300	7	k.	k.	PROPN
ajoaa-4819	300	8	,	,	PUNCT
ajoaa-4819	300	9	&	&	CCONJ
ajoaa-4819	300	10	orji	orji	PROPN
ajoaa-4819	300	11	,	,	PUNCT
ajoaa-4819	300	12	n.	n.	NOUN
ajoaa-4819	300	13	(	(	PUNCT
ajoaa-4819	300	14	2022	2022	NUM
ajoaa-4819	300	15	)	)	PUNCT
ajoaa-4819	300	16	.	.	PUNCT
ajoaa-4819	301	1	determinants	determinant	NOUN
ajoaa-4819	301	2	of	of	ADP
ajoaa-4819	301	3	agribusiness	agribusiness	NOUN
ajoaa-4819	301	4	output	output	NOUN
ajoaa-4819	301	5	in	in	ADP
ajoaa-4819	301	6	nigeria	nigeria	PROPN
ajoaa-4819	301	7	:	:	PUNCT
ajoaa-4819	301	8	an	an	DET
ajoaa-4819	301	9	empirical	empirical	ADJ
ajoaa-4819	301	10	analysis	analysis	NOUN
ajoaa-4819	301	11	.	.	PUNCT
ajoaa-4819	302	1	amity	amity	NOUN
ajoaa-4819	302	2	journal	journal	NOUN
ajoaa-4819	302	3	of	of	ADP
ajoaa-4819	302	4	management	management	NOUN
ajoaa-4819	302	5	research	research	NOUN
ajoaa-4819	302	6	,	,	PUNCT
ajoaa-4819	302	7	1(2	1(2	NUM
ajoaa-4819	302	8	)	)	PUNCT
ajoaa-4819	302	9	,	,	PUNCT
ajoaa-4819	302	10	1	1	NUM
ajoaa-4819	302	11	-	-	SYM
ajoaa-4819	302	12	19	19	NUM
ajoaa-4819	302	13	.	.	PUNCT
ajoaa-4819	302	14	fao	fao	NOUN
ajoaa-4819	302	15	.	.	PUNCT
ajoaa-4819	303	1	(	(	PUNCT
ajoaa-4819	303	2	2017	2017	NUM
ajoaa-4819	303	3	)	)	PUNCT
ajoaa-4819	303	4	.	.	PUNCT
ajoaa-4819	304	1	productivity	productivity	NOUN
ajoaa-4819	304	2	and	and	CCONJ
ajoaa-4819	304	3	efficiency	efficiency	NOUN
ajoaa-4819	304	4	measurement	measurement	NOUN
ajoaa-4819	304	5	in	in	ADP
ajoaa-4819	304	6	agriculture	agriculture	NOUN
ajoaa-4819	304	7	:	:	PUNCT
ajoaa-4819	304	8	literature	literature	NOUN
ajoaa-4819	304	9	review	review	NOUN
ajoaa-4819	304	10	and	and	CCONJ
ajoaa-4819	304	11	gaps	gap	VERB
ajoaa-4819	304	12	analysis	analysis	NOUN
ajoaa-4819	304	13	.	.	PUNCT
ajoaa-4819	305	1	food	food	NOUN
ajoaa-4819	305	2	and	and	CCONJ
ajoaa-4819	305	3	agricultural	agricultural	ADJ
ajoaa-4819	305	4	organization	organization	NOUN
ajoaa-4819	305	5	of	of	ADP
ajoaa-4819	305	6	the	the	DET
ajoaa-4819	305	7	united	united	PROPN
ajoaa-4819	305	8	nations	nations	PROPN
ajoaa-4819	305	9	(	(	PUNCT
ajoaa-4819	305	10	fao	fao	PROPN
ajoaa-4819	305	11	)	)	PUNCT
ajoaa-4819	305	12	,	,	PUNCT
ajoaa-4819	305	13	publication	publication	NOUN
ajoaa-4819	305	14	prepared	prepare	VERB
ajoaa-4819	305	15	in	in	ADP
ajoaa-4819	305	16	the	the	DET
ajoaa-4819	305	17	framework	framework	NOUN
ajoaa-4819	305	18	of	of	ADP
ajoaa-4819	305	19	the	the	DET
ajoaa-4819	305	20	global	global	ADJ
ajoaa-4819	305	21	strategy	strategy	NOUN
ajoaa-4819	305	22	to	to	PART
ajoaa-4819	305	23	improve	improve	VERB
ajoaa-4819	305	24	agricultural	agricultural	ADJ
ajoaa-4819	305	25	and	and	CCONJ
ajoaa-4819	305	26	rural	rural	ADJ
ajoaa-4819	305	27	statistics	statistic	NOUN
ajoaa-4819	305	28	.	.	PUNCT
ajoaa-4819	306	1	retrieved	retrieve	VERB
ajoaa-4819	306	2	from	from	ADP
ajoaa-4819	306	3	https://www.fao.org/3/ca6428en/ca6428en.pdf	https://www.fao.org/3/ca6428en/ca6428en.pdf	PROPN
ajoaa-4819	306	4	fao	fao	PROPN
ajoaa-4819	306	5	.	.	PUNCT
ajoaa-4819	307	1	(	(	PUNCT
ajoaa-4819	307	2	2021	2021	NUM
ajoaa-4819	307	3	)	)	PUNCT
ajoaa-4819	307	4	.	.	PUNCT
ajoaa-4819	308	1	somalia	somalia	PROPN
ajoaa-4819	308	2	national	national	PROPN
ajoaa-4819	308	3	gender	gender	PROPN
ajoaa-4819	308	4	profile	profile	NOUN
ajoaa-4819	308	5	of	of	ADP
ajoaa-4819	308	6	agriculture	agriculture	NOUN
ajoaa-4819	308	7	and	and	CCONJ
ajoaa-4819	308	8	rural	rural	ADJ
ajoaa-4819	308	9	livelihoods	livelihood	NOUN
ajoaa-4819	308	10	.	.	PUNCT
ajoaa-4819	309	1	mogadishu	mogadishu	NOUN
ajoaa-4819	309	2	:	:	PUNCT
ajoaa-4819	309	3	food	food	NOUN
ajoaa-4819	309	4	and	and	CCONJ
ajoaa-4819	309	5	agriculture	agriculture	NOUN
ajoaa-4819	309	6	organization	organization	NOUN
ajoaa-4819	309	7	of	of	ADP
ajoaa-4819	309	8	the	the	DET
ajoaa-4819	309	9	united	united	PROPN
ajoaa-4819	309	10	nations	nations	PROPN
ajoaa-4819	309	11	.	.	PUNCT
ajoaa-4819	310	1	federal	federal	PROPN
ajoaa-4819	310	2	republic	republic	PROPN
ajoaa-4819	310	3	of	of	ADP
ajoaa-4819	310	4	somalia	somalia	PROPN
ajoaa-4819	310	5	.	.	PUNCT
ajoaa-4819	311	1	(	(	PUNCT
ajoaa-4819	311	2	2022	2022	NUM
ajoaa-4819	311	3	)	)	PUNCT
ajoaa-4819	311	4	.	.	PUNCT
ajoaa-4819	312	1	voluntary	voluntary	ADJ
ajoaa-4819	312	2	national	national	ADJ
ajoaa-4819	312	3	review	review	NOUN
ajoaa-4819	312	4	(	(	PUNCT
ajoaa-4819	312	5	vnr	vnr	NOUN
ajoaa-4819	312	6	)	)	PUNCT
ajoaa-4819	312	7	report	report	NOUN
ajoaa-4819	312	8	:	:	PUNCT
ajoaa-4819	312	9	2030	2030	NUM
ajoaa-4819	312	10	agenda	agenda	NOUN
ajoaa-4819	312	11	for	for	ADP
ajoaa-4819	312	12	sustainable	sustainable	ADJ
ajoaa-4819	312	13	development	development	NOUN
ajoaa-4819	312	14	.	.	PUNCT
ajoaa-4819	313	1	somalia	somalia	PROPN
ajoaa-4819	313	2	national	national	PROPN
ajoaa-4819	313	3	bureau	bureau	PROPN
ajoaa-4819	313	4	of	of	ADP
ajoaa-4819	313	5	statistics	statistics	PROPN
ajoaa-4819	313	6	.	.	PUNCT
ajoaa-4819	314	1	mogadishu	mogadishu	PROPN
ajoaa-4819	314	2	.	.	PUNCT
ajoaa-4819	315	1	retrieved	retrieve	VERB
ajoaa-4819	315	2	from	from	ADP
ajoaa-4819	315	3	https://www.undp.org/sites/g/files/zskgke326/files/202207/vnr%20report%20somalia_2022.pdf	https://www.undp.org/sites/g/files/zskgke326/files/202207/vnr%20report%20somalia_2022.pdf	NOUN
ajoaa-4819	315	4	fews	fews	ADJ
ajoaa-4819	315	5	-	-	PUNCT
ajoaa-4819	315	6	net	net	NOUN
ajoaa-4819	315	7	,	,	PUNCT
ajoaa-4819	315	8	&	&	CCONJ
ajoaa-4819	315	9	fsnau	fsnau	PROPN
ajoaa-4819	315	10	.	.	PUNCT
ajoaa-4819	316	1	(	(	PUNCT
ajoaa-4819	316	2	2022	2022	NUM
ajoaa-4819	316	3	)	)	PUNCT
ajoaa-4819	316	4	.	.	PUNCT
ajoaa-4819	317	1	somalia	somalia	PROPN
ajoaa-4819	317	2	food	food	PROPN
ajoaa-4819	317	3	security	security	NOUN
ajoaa-4819	317	4	outlook	outlook	NOUN
ajoaa-4819	317	5	.	.	PUNCT
ajoaa-4819	318	1	famine	famine	NOUN
ajoaa-4819	318	2	early	early	ADJ
ajoaa-4819	318	3	warning	warning	NOUN
ajoaa-4819	318	4	systems	system	NOUN
ajoaa-4819	318	5	network	network	NOUN
ajoaa-4819	318	6	(	(	PUNCT
ajoaa-4819	318	7	fews	fews	ADJ
ajoaa-4819	318	8	net	net	NOUN
ajoaa-4819	318	9	)	)	PUNCT
ajoaa-4819	318	10	&	&	CCONJ
ajoaa-4819	318	11	food	food	NOUN
ajoaa-4819	318	12	security	security	NOUN
ajoaa-4819	318	13	and	and	CCONJ
ajoaa-4819	318	14	nutrition	nutrition	NOUN
ajoaa-4819	318	15	analysis	analysis	NOUN
ajoaa-4819	318	16	unit	unit	NOUN
ajoaa-4819	318	17	somalia	somalia	PROPN
ajoaa-4819	318	18	(	(	PUNCT
ajoaa-4819	318	19	fsnau	fsnau	PROPN
ajoaa-4819	318	20	)	)	PUNCT
ajoaa-4819	318	21	.	.	PUNCT
ajoaa-4819	319	1	retrieved	retrieve	VERB
ajoaa-4819	319	2	from	from	ADP
ajoaa-4819	319	3	https://fews.net/sites/default/files/documents/reports/somalia-fso-202206-final.pdf	https://fews.net/sites/default/files/documents/reports/somalia-fso-202206-final.pdf	X
ajoaa-4819	319	4	galal	galal	PROPN
ajoaa-4819	319	5	,	,	PUNCT
ajoaa-4819	319	6	s.	s.	PROPN
ajoaa-4819	319	7	(	(	PUNCT
ajoaa-4819	319	8	2023	2023	NUM
ajoaa-4819	319	9	)	)	PUNCT
ajoaa-4819	319	10	.	.	PUNCT
ajoaa-4819	320	1	contribution	contribution	NOUN
ajoaa-4819	320	2	of	of	ADP
ajoaa-4819	320	3	agriculture	agriculture	NOUN
ajoaa-4819	320	4	,	,	PUNCT
ajoaa-4819	320	5	forestry	forestry	NOUN
ajoaa-4819	320	6	,	,	PUNCT
ajoaa-4819	320	7	and	and	CCONJ
ajoaa-4819	320	8	fishing	fishing	NOUN
ajoaa-4819	320	9	sector	sector	NOUN
ajoaa-4819	320	10	to	to	ADP
ajoaa-4819	320	11	the	the	DET
ajoaa-4819	320	12	gross	gross	ADJ
ajoaa-4819	320	13	domestic	domestic	ADJ
ajoaa-4819	320	14	product	product	NOUN
ajoaa-4819	320	15	(	(	PUNCT
ajoaa-4819	320	16	gdp	gdp	NOUN
ajoaa-4819	320	17	)	)	PUNCT
ajoaa-4819	320	18	in	in	ADP
ajoaa-4819	320	19	africa	africa	PROPN
ajoaa-4819	320	20	as	as	ADP
ajoaa-4819	320	21	of	of	ADP
ajoaa-4819	320	22	2021	2021	NUM
ajoaa-4819	320	23	,	,	PUNCT
ajoaa-4819	320	24	by	by	ADP
ajoaa-4819	320	25	country	country	NOUN
ajoaa-4819	320	26	.	.	PUNCT
ajoaa-4819	321	1	statista	statista	PROPN
ajoaa-4819	321	2	.	.	PUNCT
ajoaa-4819	322	1	retrieved	retrieve	VERB
ajoaa-4819	322	2	from	from	ADP
ajoaa-4819	322	3	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-bycountry/	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-bycountry/	PROPN
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ajoaa-4819	322	5	https://www.afdb.org/en/annual-development-effectiveness-review-2021	https://www.afdb.org/en/annual-development-effectiveness-review-2021	NOUN
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ajoaa-4819	323	1	https://doi.org/10.2307/2286348	https://doi.org/10.2307/2286348	VERB
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ajoaa-4819	323	4	https://www.undp.org/sites/g/files/zskgke326/files/2022-07/vnr%20report%20somalia_2022.pdf	https://www.undp.org/sites/g/files/zskgke326/files/2022-07/vnr%20report%20somalia_2022.pdf	PROPN
ajoaa-4819	323	5	https://fews.net/sites/default/files/documents/reports/somalia-fso-202206-final.pdf	https://fews.net/sites/default/files/documents/reports/somalia-fso-202206-final.pdf	ADP
ajoaa-4819	323	6	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-by-country/	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-by-country/	PROPN
ajoaa-4819	323	7	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-by-country/	https://www.statista.com/statistics/1265139/agriculture-as-a-share-of-gdp-in-africa-by-country/	PROPN
ajoaa-4819	323	8	asian	asian	ADJ
ajoaa-4819	323	9	journal	journal	NOUN
ajoaa-4819	323	10	of	of	ADP
ajoaa-4819	323	11	agriculture	agriculture	NOUN
ajoaa-4819	323	12	and	and	CCONJ
ajoaa-4819	323	13	rural	rural	ADJ
ajoaa-4819	323	14	development	development	NOUN
ajoaa-4819	323	15	,	,	PUNCT
ajoaa-4819	323	16	13(3	13(3	NUM
ajoaa-4819	323	17	)	)	PUNCT
ajoaa-4819	323	18	2023	2023	NUM
ajoaa-4819	323	19	:	:	PUNCT
ajoaa-4819	323	20	154	154	NUM
ajoaa-4819	323	21	-	-	SYM
ajoaa-4819	323	22	162	162	NUM
ajoaa-4819	323	23	162	162	NUM
ajoaa-4819	323	24	gautam	gautam	PROPN
ajoaa-4819	323	25	,	,	PUNCT
ajoaa-4819	323	26	m.	m.	NOUN
ajoaa-4819	323	27	,	,	PUNCT
ajoaa-4819	323	28	&	&	CCONJ
ajoaa-4819	323	29	yu	yu	PROPN
ajoaa-4819	323	30	,	,	PUNCT
ajoaa-4819	323	31	b.	b.	PROPN
ajoaa-4819	323	32	(	(	PUNCT
ajoaa-4819	323	33	2015	2015	NUM
ajoaa-4819	323	34	)	)	PUNCT
ajoaa-4819	323	35	.	.	PUNCT
ajoaa-4819	324	1	agricultural	agricultural	ADJ
ajoaa-4819	324	2	productivity	productivity	NOUN
ajoaa-4819	324	3	growth	growth	NOUN
ajoaa-4819	324	4	and	and	CCONJ
ajoaa-4819	324	5	drivers	driver	NOUN
ajoaa-4819	324	6	:	:	PUNCT
ajoaa-4819	324	7	a	a	DET
ajoaa-4819	324	8	comparative	comparative	ADJ
ajoaa-4819	324	9	study	study	NOUN
ajoaa-4819	324	10	of	of	ADP
ajoaa-4819	324	11	china	china	PROPN
ajoaa-4819	324	12	and	and	CCONJ
ajoaa-4819	324	13	india	india	PROPN
ajoaa-4819	324	14	.	.	PUNCT
ajoaa-4819	325	1	china	china	PROPN
ajoaa-4819	325	2	agricultural	agricultural	PROPN
ajoaa-4819	325	3	economic	economic	PROPN
ajoaa-4819	325	4	review	review	NOUN
ajoaa-4819	325	5	,	,	PUNCT
ajoaa-4819	325	6	7(4	7(4	NUM
ajoaa-4819	325	7	)	)	PUNCT
ajoaa-4819	325	8	,	,	PUNCT
ajoaa-4819	325	9	573	573	NUM
ajoaa-4819	325	10	-	-	SYM
ajoaa-4819	325	11	600	600	NUM
ajoaa-4819	325	12	.	.	PUNCT
ajoaa-4819	326	1	https://doi.org/10.1108/caer-08-2015-0094	https://doi.org/10.1108/caer-08-2015-0094	PROPN
ajoaa-4819	326	2	goyal	goyal	PROPN
ajoaa-4819	326	3	,	,	PUNCT
ajoaa-4819	326	4	a.	a.	PROPN
ajoaa-4819	326	5	,	,	PUNCT
ajoaa-4819	326	6	&	&	CCONJ
ajoaa-4819	326	7	nash	nash	PROPN
ajoaa-4819	326	8	,	,	PUNCT
ajoaa-4819	326	9	j.	j.	PROPN
ajoaa-4819	326	10	(	(	PUNCT
ajoaa-4819	326	11	2017	2017	NUM
ajoaa-4819	326	12	)	)	PUNCT
ajoaa-4819	326	13	.	.	PUNCT
ajoaa-4819	327	1	reaping	reap	VERB
ajoaa-4819	327	2	richer	rich	ADJ
ajoaa-4819	327	3	returns	return	NOUN
ajoaa-4819	327	4	:	:	PUNCT
ajoaa-4819	327	5	public	public	ADJ
ajoaa-4819	327	6	spending	spending	NOUN
ajoaa-4819	327	7	priorities	priority	NOUN
ajoaa-4819	327	8	for	for	ADP
ajoaa-4819	327	9	african	african	ADJ
ajoaa-4819	327	10	agriculture	agriculture	NOUN
ajoaa-4819	327	11	productivity	productivity	NOUN
ajoaa-4819	327	12	growth	growth	NOUN
ajoaa-4819	327	13	.	.	PUNCT
ajoaa-4819	328	1	washington	washington	PROPN
ajoaa-4819	328	2	,	,	PUNCT
ajoaa-4819	328	3	usa	usa	PROPN
ajoaa-4819	328	4	.	.	PROPN
ajoaa-4819	328	5	retrieved	retrieve	VERB
ajoaa-4819	328	6	from	from	ADP
ajoaa-4819	328	7	https://openknowledge.worldbank.org/server/api/core/bitstreams/5675782b-4e7c-5c37-ba3cbc60a5879776/content	https://openknowledge.worldbank.org/server/api/core/bitstreams/5675782b-4e7c-5c37-ba3cbc60a5879776/content	PROPN
ajoaa-4819	328	8	granger	granger	PROPN
ajoaa-4819	328	9	,	,	PUNCT
ajoaa-4819	328	10	c.	c.	PROPN
ajoaa-4819	328	11	,	,	PUNCT
ajoaa-4819	328	12	&	&	CCONJ
ajoaa-4819	328	13	engle	engle	PROPN
ajoaa-4819	328	14	,	,	PUNCT
ajoaa-4819	328	15	r.	r.	PROPN
ajoaa-4819	328	16	(	(	PUNCT
ajoaa-4819	328	17	1987	1987	NUM
ajoaa-4819	328	18	)	)	PUNCT
ajoaa-4819	328	19	.	.	PUNCT
ajoaa-4819	329	1	co	co	NOUN
ajoaa-4819	329	2	-	-	NOUN
ajoaa-4819	329	3	integration	integration	NOUN
ajoaa-4819	329	4	and	and	CCONJ
ajoaa-4819	329	5	error	error	NOUN
ajoaa-4819	329	6	correction	correction	NOUN
ajoaa-4819	329	7	:	:	PUNCT
ajoaa-4819	329	8	representation	representation	NOUN
ajoaa-4819	329	9	,	,	PUNCT
ajoaa-4819	329	10	estimation	estimation	NOUN
ajoaa-4819	329	11	,	,	PUNCT
ajoaa-4819	329	12	and	and	CCONJ
ajoaa-4819	329	13	testing	testing	NOUN
ajoaa-4819	329	14	.	.	PUNCT
ajoaa-4819	330	1	econometrica	econometrica	PROPN
ajoaa-4819	330	2	,	,	PUNCT
ajoaa-4819	330	3	55(2	55(2	NUM
ajoaa-4819	330	4	)	)	PUNCT
ajoaa-4819	330	5	,	,	PUNCT
ajoaa-4819	330	6	251	251	NUM
ajoaa-4819	330	7	-	-	SYM
ajoaa-4819	330	8	276	276	NUM
ajoaa-4819	330	9	.	.	PUNCT
ajoaa-4819	331	1	https://doi.org/10.2307/1913236	https://doi.org/10.2307/1913236	PROPN
ajoaa-4819	331	2	jellason	jellason	PROPN
ajoaa-4819	331	3	,	,	PUNCT
ajoaa-4819	331	4	n.	n.	PROPN
ajoaa-4819	331	5	p.	p.	PROPN
ajoaa-4819	331	6	,	,	PUNCT
ajoaa-4819	331	7	robinson	robinson	PROPN
ajoaa-4819	331	8	,	,	PUNCT
ajoaa-4819	331	9	e.	e.	PROPN
ajoaa-4819	331	10	j.	j.	PROPN
ajoaa-4819	331	11	,	,	PUNCT
ajoaa-4819	331	12	&	&	CCONJ
ajoaa-4819	331	13	ogbaga	ogbaga	PROPN
ajoaa-4819	331	14	,	,	PUNCT
ajoaa-4819	331	15	c.	c.	PROPN
ajoaa-4819	331	16	c.	c.	PROPN
ajoaa-4819	331	17	(	(	PUNCT
ajoaa-4819	331	18	2021	2021	NUM
ajoaa-4819	331	19	)	)	PUNCT
ajoaa-4819	331	20	.	.	PUNCT
ajoaa-4819	332	1	agriculture	agriculture	NOUN
ajoaa-4819	332	2	4.0	4.0	NUM
ajoaa-4819	332	3	:	:	PUNCT
ajoaa-4819	332	4	is	be	AUX
ajoaa-4819	332	5	sub	sub	ADJ
ajoaa-4819	332	6	-	-	ADJ
ajoaa-4819	332	7	saharan	saharan	ADJ
ajoaa-4819	332	8	africa	africa	PROPN
ajoaa-4819	332	9	ready	ready	ADJ
ajoaa-4819	332	10	?	?	PUNCT
ajoaa-4819	333	1	applied	apply	VERB
ajoaa-4819	333	2	sciences	science	NOUN
ajoaa-4819	333	3	,	,	PUNCT
ajoaa-4819	333	4	11(12	11(12	NUM
ajoaa-4819	333	5	)	)	PUNCT
ajoaa-4819	333	6	,	,	PUNCT
ajoaa-4819	333	7	5750	5750	NUM
ajoaa-4819	333	8	.	.	PUNCT
ajoaa-4819	334	1	https://doi.org/10.3390/app11125750	https://doi.org/10.3390/app11125750	PROPN
ajoaa-4819	334	2	johansen	johansen	PROPN
ajoaa-4819	334	3	,	,	PUNCT
ajoaa-4819	334	4	s.	s.	PROPN
ajoaa-4819	334	5	(	(	PUNCT
ajoaa-4819	334	6	1988	1988	NUM
ajoaa-4819	334	7	)	)	PUNCT
ajoaa-4819	334	8	.	.	PUNCT
ajoaa-4819	335	1	statistical	statistical	ADJ
ajoaa-4819	335	2	analysis	analysis	NOUN
ajoaa-4819	335	3	of	of	ADP
ajoaa-4819	335	4	cointegration	cointegration	NOUN
ajoaa-4819	335	5	vectors	vector	NOUN
ajoaa-4819	335	6	.	.	PUNCT
ajoaa-4819	336	1	journal	journal	NOUN
ajoaa-4819	336	2	of	of	ADP
ajoaa-4819	336	3	economic	economic	ADJ
ajoaa-4819	336	4	dynamics	dynamic	NOUN
ajoaa-4819	336	5	and	and	CCONJ
ajoaa-4819	336	6	control	control	NOUN
ajoaa-4819	336	7	,	,	PUNCT
ajoaa-4819	336	8	12(2	12(2	PROPN
ajoaa-4819	336	9	-	-	PUNCT
ajoaa-4819	336	10	3	3	NUM
ajoaa-4819	336	11	)	)	PUNCT
ajoaa-4819	336	12	,	,	PUNCT
ajoaa-4819	336	13	231	231	NUM
ajoaa-4819	336	14	-	-	SYM
ajoaa-4819	336	15	254	254	NUM
ajoaa-4819	336	16	.	.	PUNCT
ajoaa-4819	337	1	https://doi.org/10.1016/0165-1889(88)90041-3	https://doi.org/10.1016/0165-1889(88)90041-3	PROPN
ajoaa-4819	337	2	johansen	johansen	PROPN
ajoaa-4819	337	3	,	,	PUNCT
ajoaa-4819	337	4	s.	s.	PROPN
ajoaa-4819	337	5	,	,	PUNCT
ajoaa-4819	337	6	&	&	CCONJ
ajoaa-4819	337	7	juselius	juselius	PROPN
ajoaa-4819	337	8	,	,	PUNCT
ajoaa-4819	337	9	k.	k.	PROPN
ajoaa-4819	337	10	(	(	PUNCT
ajoaa-4819	337	11	1990	1990	NUM
ajoaa-4819	337	12	)	)	PUNCT
ajoaa-4819	337	13	.	.	PUNCT
ajoaa-4819	338	1	maximum	maximum	ADJ
ajoaa-4819	338	2	likelihood	likelihood	NOUN
ajoaa-4819	338	3	estimation	estimation	NOUN
ajoaa-4819	338	4	and	and	CCONJ
ajoaa-4819	338	5	inference	inference	NOUN
ajoaa-4819	338	6	on	on	ADP
ajoaa-4819	338	7	cointegration	cointegration	NOUN
ajoaa-4819	338	8	--	--	PUNCT
ajoaa-4819	338	9	with	with	ADP
ajoaa-4819	338	10	applications	application	NOUN
ajoaa-4819	338	11	to	to	ADP
ajoaa-4819	338	12	the	the	DET
ajoaa-4819	338	13	demand	demand	NOUN
ajoaa-4819	338	14	for	for	ADP
ajoaa-4819	338	15	money	money	NOUN
ajoaa-4819	338	16	.	.	PUNCT
ajoaa-4819	339	1	oxford	oxford	ADJ
ajoaa-4819	339	2	bulletin	bulletin	NOUN
ajoaa-4819	339	3	of	of	ADP
ajoaa-4819	339	4	economics	economic	NOUN
ajoaa-4819	339	5	and	and	CCONJ
ajoaa-4819	339	6	statistics	statistic	NOUN
ajoaa-4819	339	7	,	,	PUNCT
ajoaa-4819	339	8	52(2	52(2	NUM
ajoaa-4819	339	9	)	)	PUNCT
ajoaa-4819	339	10	,	,	PUNCT
ajoaa-4819	339	11	169	169	NUM
ajoaa-4819	339	12	-	-	SYM
ajoaa-4819	339	13	210	210	NUM
ajoaa-4819	339	14	.	.	PUNCT
ajoaa-4819	340	1	https://doi.org/10.1111/j.14680084.1990.mp52002003.x	https://doi.org/10.1111/j.14680084.1990.mp52002003.x	PROPN
ajoaa-4819	340	2	kakar	kakar	PROPN
ajoaa-4819	340	3	,	,	PUNCT
ajoaa-4819	340	4	m.	m.	NOUN
ajoaa-4819	340	5	,	,	PUNCT
ajoaa-4819	340	6	kiani	kiani	PROPN
ajoaa-4819	340	7	,	,	PUNCT
ajoaa-4819	340	8	a.	a.	PROPN
ajoaa-4819	340	9	,	,	PUNCT
ajoaa-4819	340	10	&	&	CCONJ
ajoaa-4819	340	11	baig	baig	PROPN
ajoaa-4819	340	12	,	,	PUNCT
ajoaa-4819	340	13	a.	a.	NOUN
ajoaa-4819	340	14	(	(	PUNCT
ajoaa-4819	340	15	2016	2016	NUM
ajoaa-4819	340	16	)	)	PUNCT
ajoaa-4819	340	17	.	.	PUNCT
ajoaa-4819	341	1	determinants	determinant	NOUN
ajoaa-4819	341	2	of	of	ADP
ajoaa-4819	341	3	agricultural	agricultural	ADJ
ajoaa-4819	341	4	productivity	productivity	NOUN
ajoaa-4819	341	5	:	:	PUNCT
ajoaa-4819	341	6	empirical	empirical	ADJ
ajoaa-4819	341	7	evidence	evidence	NOUN
ajoaa-4819	341	8	from	from	ADP
ajoaa-4819	341	9	pakistan	pakistan	PROPN
ajoaa-4819	341	10	’s	’s	PART
ajoaa-4819	341	11	economy	economy	NOUN
ajoaa-4819	341	12	.	.	PUNCT
ajoaa-4819	342	1	global	global	ADJ
ajoaa-4819	342	2	economics	economics	PROPN
ajoaa-4819	342	3	review	review	PROPN
ajoaa-4819	342	4	,	,	PUNCT
ajoaa-4819	342	5	1(1	1(1	NUM
ajoaa-4819	342	6	)	)	PUNCT
ajoaa-4819	342	7	,	,	PUNCT
ajoaa-4819	342	8	1	1	NUM
ajoaa-4819	342	9	-	-	SYM
ajoaa-4819	342	10	12	12	NUM
ajoaa-4819	342	11	.	.	PUNCT
ajoaa-4819	343	1	https://doi.org/10.31703/ger.2016(i-i).01	https://doi.org/10.31703/ger.2016(i-i).01	ADJ
ajoaa-4819	343	2	ketema	ketema	NOUN
ajoaa-4819	343	3	,	,	PUNCT
ajoaa-4819	343	4	a.	a.	NOUN
ajoaa-4819	343	5	m.	m.	NOUN
ajoaa-4819	343	6	(	(	PUNCT
ajoaa-4819	343	7	2020	2020	NUM
ajoaa-4819	343	8	)	)	PUNCT
ajoaa-4819	343	9	.	.	PUNCT
ajoaa-4819	344	1	determinants	determinant	NOUN
ajoaa-4819	344	2	of	of	ADP
ajoaa-4819	344	3	agricultural	agricultural	ADJ
ajoaa-4819	344	4	output	output	NOUN
ajoaa-4819	344	5	in	in	ADP
ajoaa-4819	344	6	ethiopia	ethiopia	PROPN
ajoaa-4819	344	7	:	:	PUNCT
ajoaa-4819	344	8	ardl	ardl	NOUN
ajoaa-4819	344	9	approach	approach	NOUN
ajoaa-4819	344	10	to	to	ADP
ajoaa-4819	344	11	co	co	NOUN
ajoaa-4819	344	12	-	-	NOUN
ajoaa-4819	344	13	integration	integration	NOUN
ajoaa-4819	344	14	.	.	PUNCT
ajoaa-4819	345	1	international	international	ADJ
ajoaa-4819	345	2	journal	journal	PROPN
ajoaa-4819	345	3	of	of	ADP
ajoaa-4819	345	4	business	business	NOUN
ajoaa-4819	345	5	and	and	CCONJ
ajoaa-4819	345	6	social	social	ADJ
ajoaa-4819	345	7	research	research	NOUN
ajoaa-4819	345	8	,	,	PUNCT
ajoaa-4819	345	9	10(03	10(03	NUM
ajoaa-4819	345	10	)	)	PUNCT
ajoaa-4819	345	11	,	,	PUNCT
ajoaa-4819	345	12	01	01	NUM
ajoaa-4819	345	13	-	-	SYM
ajoaa-4819	345	14	10	10	NUM
ajoaa-4819	345	15	.	.	PUNCT
ajoaa-4819	346	1	kotikula	kotikula	PROPN
ajoaa-4819	346	2	,	,	PUNCT
ajoaa-4819	346	3	a.	a.	PROPN
ajoaa-4819	346	4	,	,	PUNCT
ajoaa-4819	346	5	&	&	CCONJ
ajoaa-4819	346	6	masaki	masaki	PROPN
ajoaa-4819	346	7	,	,	PUNCT
ajoaa-4819	346	8	t.	t.	PROPN
ajoaa-4819	346	9	(	(	PUNCT
ajoaa-4819	346	10	2022	2022	NUM
ajoaa-4819	346	11	)	)	PUNCT
ajoaa-4819	346	12	.	.	PUNCT
ajoaa-4819	347	1	mapping	mapping	NOUN
ajoaa-4819	347	2	climate	climate	NOUN
ajoaa-4819	347	3	change	change	NOUN
ajoaa-4819	347	4	and	and	CCONJ
ajoaa-4819	347	5	drought	drought	NOUN
ajoaa-4819	347	6	in	in	ADP
ajoaa-4819	347	7	somalia	somalia	PROPN
ajoaa-4819	347	8	.	.	PUNCT
ajoaa-4819	348	1	the	the	DET
ajoaa-4819	348	2	world	world	PROPN
ajoaa-4819	348	3	bank	bank	PROPN
ajoaa-4819	348	4	.	.	PUNCT
ajoaa-4819	349	1	retrieved	retrieve	VERB
ajoaa-4819	349	2	from	from	ADP
ajoaa-4819	349	3	https://blogs.worldbank.org/africacan/mapping-climate-change-and-drought-somalia	https://blogs.worldbank.org/africacan/mapping-climate-change-and-drought-somalia	PROPN
ajoaa-4819	349	4	nrc	nrc	PROPN
ajoaa-4819	349	5	.	.	PUNCT
ajoaa-4819	350	1	(	(	PUNCT
ajoaa-4819	350	2	2022	2022	NUM
ajoaa-4819	350	3	)	)	PUNCT
ajoaa-4819	350	4	.	.	PUNCT
ajoaa-4819	351	1	somalia	somalia	PROPN
ajoaa-4819	351	2	faces	face	VERB
ajoaa-4819	351	3	climate	climate	NOUN
ajoaa-4819	351	4	emergency	emergency	NOUN
ajoaa-4819	351	5	and	and	CCONJ
ajoaa-4819	351	6	famine	famine	NOUN
ajoaa-4819	351	7	as	as	SCONJ
ajoaa-4819	351	8	fourth	fourth	ADJ
ajoaa-4819	351	9	rainy	rainy	ADJ
ajoaa-4819	351	10	season	season	NOUN
ajoaa-4819	351	11	fails	fail	VERB
ajoaa-4819	351	12	.	.	PUNCT
ajoaa-4819	352	1	mogadishu	mogadishu	PROPN
ajoaa-4819	352	2	,	,	PUNCT
ajoaa-4819	352	3	somalia	somalia	PROPN
ajoaa-4819	352	4	:	:	PUNCT
ajoaa-4819	352	5	norwegian	norwegian	ADJ
ajoaa-4819	352	6	refugee	refugee	PROPN
ajoaa-4819	352	7	council	council	PROPN
ajoaa-4819	352	8	(	(	PUNCT
ajoaa-4819	352	9	nrc	nrc	PROPN
ajoaa-4819	352	10	)	)	PUNCT
ajoaa-4819	352	11	.	.	PUNCT
ajoaa-4819	353	1	obg	obg	X
ajoaa-4819	353	2	.	.	PROPN
ajoaa-4819	353	3	(	(	PUNCT
ajoaa-4819	353	4	2021	2021	NUM
ajoaa-4819	353	5	)	)	PUNCT
ajoaa-4819	353	6	.	.	PUNCT
ajoaa-4819	354	1	agriculture	agriculture	NOUN
ajoaa-4819	354	2	in	in	ADP
ajoaa-4819	354	3	africa	africa	PROPN
ajoaa-4819	354	4	2021	2021	NUM
ajoaa-4819	354	5	.	.	PUNCT
ajoaa-4819	355	1	oxford	oxford	PROPN
ajoaa-4819	355	2	business	business	PROPN
ajoaa-4819	355	3	group	group	NOUN
ajoaa-4819	355	4	(	(	PUNCT
ajoaa-4819	355	5	obg	obg	INTJ
ajoaa-4819	355	6	)	)	PUNCT
ajoaa-4819	355	7	in	in	ADP
ajoaa-4819	355	8	collaboration	collaboration	NOUN
ajoaa-4819	355	9	with	with	ADP
ajoaa-4819	355	10	ocp	ocp	PROPN
ajoaa-4819	355	11	.	.	PROPN
ajoaa-4819	355	12	retrieved	retrieve	VERB
ajoaa-4819	355	13	from	from	ADP
ajoaa-4819	355	14	https://catalogue.unccd.int/1701_ocp_agriculture_africa_report_2021.pdf	https://catalogue.unccd.int/1701_ocp_agriculture_africa_report_2021.pdf	X
ajoaa-4819	355	15	ocha	ocha	NOUN
ajoaa-4819	355	16	.	.	PUNCT
ajoaa-4819	355	17	(	(	PUNCT
ajoaa-4819	355	18	2022a	2022a	NUM
ajoaa-4819	355	19	)	)	PUNCT
ajoaa-4819	355	20	.	.	PUNCT
ajoaa-4819	356	1	9	9	NUM
ajoaa-4819	356	2	things	thing	NOUN
ajoaa-4819	356	3	you	you	PRON
ajoaa-4819	356	4	need	need	VERB
ajoaa-4819	356	5	to	to	PART
ajoaa-4819	356	6	know	know	VERB
ajoaa-4819	356	7	about	about	ADP
ajoaa-4819	356	8	the	the	DET
ajoaa-4819	356	9	crisis	crisis	NOUN
ajoaa-4819	356	10	in	in	ADP
ajoaa-4819	356	11	somalia	somalia	PROPN
ajoaa-4819	356	12	.	.	PUNCT
ajoaa-4819	357	1	united	united	PROPN
ajoaa-4819	357	2	nations	nations	PROPN
ajoaa-4819	357	3	office	office	PROPN
ajoaa-4819	357	4	for	for	ADP
ajoaa-4819	357	5	the	the	DET
ajoaa-4819	357	6	coordination	coordination	NOUN
ajoaa-4819	357	7	of	of	ADP
ajoaa-4819	357	8	humanitarian	humanitarian	ADJ
ajoaa-4819	357	9	affairs	affair	NOUN
ajoaa-4819	357	10	(	(	PUNCT
ajoaa-4819	357	11	ocha	ocha	ADJ
ajoaa-4819	357	12	)	)	PUNCT
ajoaa-4819	357	13	.	.	PUNCT
ajoaa-4819	358	1	retrieved	retrieve	VERB
ajoaa-4819	358	2	from	from	ADP
ajoaa-4819	358	3	https://www.unocha.org/story/9-things-you-need-know-about-crisis-somalia	https://www.unocha.org/story/9-things-you-need-know-about-crisis-somalia	PROPN
ajoaa-4819	358	4	ocha	ocha	NOUN
ajoaa-4819	358	5	.	.	PUNCT
ajoaa-4819	359	1	(	(	PUNCT
ajoaa-4819	359	2	2022b	2022b	NUM
ajoaa-4819	359	3	)	)	PUNCT
ajoaa-4819	359	4	.	.	PUNCT
ajoaa-4819	360	1	somalia	somalia	PROPN
ajoaa-4819	360	2	:	:	PUNCT
ajoaa-4819	360	3	drought	drought	NOUN
ajoaa-4819	360	4	response	response	NOUN
ajoaa-4819	360	5	and	and	CCONJ
ajoaa-4819	360	6	famine	famine	NOUN
ajoaa-4819	360	7	prevention	prevention	NOUN
ajoaa-4819	360	8	situation	situation	NOUN
ajoaa-4819	360	9	report	report	NOUN
ajoaa-4819	360	10	no	no	INTJ
ajoaa-4819	360	11	.	.	NOUN
ajoaa-4819	360	12	9	9	NUM
ajoaa-4819	360	13	(	(	PUNCT
ajoaa-4819	360	14	as	as	ADP
ajoaa-4819	360	15	of	of	ADP
ajoaa-4819	360	16	31	31	NUM
ajoaa-4819	360	17	july	july	PROPN
ajoaa-4819	360	18	2022	2022	NUM
ajoaa-4819	360	19	)	)	PUNCT
ajoaa-4819	360	20	.	.	PUNCT
ajoaa-4819	361	1	united	united	PROPN
ajoaa-4819	361	2	nations	nations	PROPN
ajoaa-4819	361	3	office	office	PROPN
ajoaa-4819	361	4	for	for	ADP
ajoaa-4819	361	5	the	the	DET
ajoaa-4819	361	6	coordination	coordination	NOUN
ajoaa-4819	361	7	of	of	ADP
ajoaa-4819	361	8	humanitarian	humanitarian	ADJ
ajoaa-4819	361	9	affairs	affair	NOUN
ajoaa-4819	361	10	(	(	PUNCT
ajoaa-4819	361	11	ocha	ocha	ADJ
ajoaa-4819	361	12	)	)	PUNCT
ajoaa-4819	361	13	.	.	PUNCT
ajoaa-4819	362	1	retrieved	retrieve	VERB
ajoaa-4819	362	2	from	from	ADP
ajoaa-4819	362	3	https://reliefweb.int/report/somalia/somalia-droughtresponse-and-famine-prevention-situation-report-no-9-31-july-2022	https://reliefweb.int/report/somalia/somalia-droughtresponse-and-famine-prevention-situation-report-no-9-31-july-2022	NOUN
ajoaa-4819	362	4	oecd	oecd	PROPN
ajoaa-4819	362	5	.	.	PUNCT
ajoaa-4819	363	1	(	(	PUNCT
ajoaa-4819	363	2	2017	2017	NUM
ajoaa-4819	363	3	)	)	PUNCT
ajoaa-4819	363	4	.	.	PUNCT
ajoaa-4819	364	1	agricultural	agricultural	ADJ
ajoaa-4819	364	2	productivity	productivity	NOUN
ajoaa-4819	364	3	and	and	CCONJ
ajoaa-4819	364	4	innovation	innovation	NOUN
ajoaa-4819	364	5	:	:	PUNCT
ajoaa-4819	364	6	innovation	innovation	NOUN
ajoaa-4819	364	7	for	for	ADP
ajoaa-4819	364	8	a	a	DET
ajoaa-4819	364	9	more	more	ADV
ajoaa-4819	364	10	sustainable	sustainable	ADJ
ajoaa-4819	364	11	and	and	CCONJ
ajoaa-4819	364	12	prosperous	prosperous	ADJ
ajoaa-4819	364	13	agriculture	agriculture	NOUN
ajoaa-4819	364	14	.	.	PUNCT
ajoaa-4819	365	1	organisation	organisation	NOUN
ajoaa-4819	365	2	for	for	ADP
ajoaa-4819	365	3	economic	economic	ADJ
ajoaa-4819	365	4	co	co	NOUN
ajoaa-4819	365	5	-	-	NOUN
ajoaa-4819	365	6	operation	operation	NOUN
ajoaa-4819	365	7	and	and	CCONJ
ajoaa-4819	365	8	development	development	NOUN
ajoaa-4819	365	9	(	(	PUNCT
ajoaa-4819	365	10	oecd	oecd	PROPN
ajoaa-4819	365	11	)	)	PUNCT
ajoaa-4819	365	12	.	.	PUNCT
ajoaa-4819	366	1	retrieved	retrieve	VERB
ajoaa-4819	366	2	from	from	ADP
ajoaa-4819	366	3	https://www.oecd.org/agriculture/topics/agriculturalproductivity-and-innovation/	https://www.oecd.org/agriculture/topics/agriculturalproductivity-and-innovation/	PROPN
ajoaa-4819	366	4	oecd	oecd	PROPN
ajoaa-4819	366	5	,	,	PUNCT
ajoaa-4819	366	6	&	&	CCONJ
ajoaa-4819	366	7	fao	fao	PROPN
ajoaa-4819	366	8	.	.	PUNCT
ajoaa-4819	367	1	(	(	PUNCT
ajoaa-4819	367	2	2016	2016	NUM
ajoaa-4819	367	3	)	)	PUNCT
ajoaa-4819	367	4	.	.	PUNCT
ajoaa-4819	368	1	agriculture	agriculture	NOUN
ajoaa-4819	368	2	in	in	ADP
ajoaa-4819	368	3	sub	sub	ADJ
ajoaa-4819	368	4	-	-	ADJ
ajoaa-4819	368	5	saharan	saharan	ADJ
ajoaa-4819	368	6	africa	africa	PROPN
ajoaa-4819	368	7	special	special	ADJ
ajoaa-4819	368	8	focus	focus	NOUN
ajoaa-4819	368	9	:	:	PUNCT
ajoaa-4819	368	10	sub	sub	ADJ
ajoaa-4819	368	11	-	-	ADJ
ajoaa-4819	368	12	saharan	saharan	ADJ
ajoaa-4819	368	13	africa	africa	PROPN
ajoaa-4819	368	14	.	.	PUNCT
ajoaa-4819	369	1	retrieved	retrieve	VERB
ajoaa-4819	369	2	from	from	ADP
ajoaa-4819	369	3	food	food	NOUN
ajoaa-4819	369	4	and	and	CCONJ
ajoaa-4819	369	5	agricultural	agricultural	ADJ
ajoaa-4819	369	6	organization	organization	NOUN
ajoaa-4819	369	7	of	of	ADP
ajoaa-4819	369	8	the	the	DET
ajoaa-4819	369	9	united	united	PROPN
ajoaa-4819	369	10	nations	nations	PROPN
ajoaa-4819	369	11	(	(	PUNCT
ajoaa-4819	369	12	fao	fao	PROPN
ajoaa-4819	369	13	)	)	PUNCT
ajoaa-4819	369	14	and	and	CCONJ
ajoaa-4819	369	15	organisation	organisation	NOUN
ajoaa-4819	369	16	for	for	ADP
ajoaa-4819	369	17	economic	economic	ADJ
ajoaa-4819	369	18	co	co	NOUN
ajoaa-4819	369	19	-	-	NOUN
ajoaa-4819	369	20	operation	operation	NOUN
ajoaa-4819	369	21	and	and	CCONJ
ajoaa-4819	369	22	development	development	NOUN
ajoaa-4819	369	23	(	(	PUNCT
ajoaa-4819	369	24	oecd	oecd	PROPN
ajoaa-4819	369	25	)	)	PUNCT
ajoaa-4819	369	26	.	.	PUNCT
ajoaa-4819	370	1	paris	paris	PROPN
ajoaa-4819	370	2	:	:	PUNCT
ajoaa-4819	370	3	oecd	oecd	PROPN
ajoaa-4819	370	4	publishing	publishing	NOUN
ajoaa-4819	370	5	.	.	PUNCT
ajoaa-4819	371	1	pesaran	pesaran	VERB
ajoaa-4819	371	2	,	,	PUNCT
ajoaa-4819	371	3	m.	m.	NOUN
ajoaa-4819	371	4	,	,	PUNCT
ajoaa-4819	371	5	&	&	CCONJ
ajoaa-4819	371	6	shin	shin	PROPN
ajoaa-4819	371	7	,	,	PUNCT
ajoaa-4819	371	8	y.	y.	PROPN
ajoaa-4819	371	9	(	(	PUNCT
ajoaa-4819	371	10	1995	1995	NUM
ajoaa-4819	371	11	)	)	PUNCT
ajoaa-4819	371	12	.	.	PUNCT
ajoaa-4819	372	1	an	an	DET
ajoaa-4819	372	2	autoregressive	autoregressive	ADJ
ajoaa-4819	372	3	distributed	distribute	VERB
ajoaa-4819	372	4	lag	lag	NOUN
ajoaa-4819	372	5	modelling	modelling	NOUN
ajoaa-4819	372	6	approach	approach	NOUN
ajoaa-4819	372	7	to	to	AUX
ajoaa-4819	372	8	cointegration	cointegration	NOUN
ajoaa-4819	372	9	analysis	analysis	NOUN
ajoaa-4819	372	10	(	(	PUNCT
ajoaa-4819	372	11	vol	vol	NOUN
ajoaa-4819	372	12	.	.	PUNCT
ajoaa-4819	372	13	9514	9514	NUM
ajoaa-4819	372	14	)	)	PUNCT
ajoaa-4819	372	15	.	.	PUNCT
ajoaa-4819	373	1	cambridge	cambridge	PROPN
ajoaa-4819	373	2	,	,	PUNCT
ajoaa-4819	373	3	uk	uk	PROPN
ajoaa-4819	373	4	:	:	PUNCT
ajoaa-4819	373	5	department	department	NOUN
ajoaa-4819	373	6	of	of	ADP
ajoaa-4819	373	7	applied	apply	VERB
ajoaa-4819	373	8	economics	economic	NOUN
ajoaa-4819	373	9	,	,	PUNCT
ajoaa-4819	373	10	university	university	NOUN
ajoaa-4819	373	11	of	of	ADP
ajoaa-4819	373	12	cambridge	cambridge	PROPN
ajoaa-4819	373	13	.	.	PUNCT
ajoaa-4819	374	1	pesaran	pesaran	PROPN
ajoaa-4819	374	2	,	,	PUNCT
ajoaa-4819	374	3	m.	m.	PROPN
ajoaa-4819	374	4	h.	h.	PROPN
ajoaa-4819	374	5	,	,	PUNCT
ajoaa-4819	374	6	shin	shin	PROPN
ajoaa-4819	374	7	,	,	PUNCT
ajoaa-4819	374	8	y.	y.	PROPN
ajoaa-4819	374	9	,	,	PUNCT
ajoaa-4819	374	10	&	&	CCONJ
ajoaa-4819	374	11	smith	smith	PROPN
ajoaa-4819	374	12	,	,	PUNCT
ajoaa-4819	374	13	r.	r.	PROPN
ajoaa-4819	374	14	j.	j.	PROPN
ajoaa-4819	374	15	(	(	PUNCT
ajoaa-4819	374	16	1996	1996	NUM
ajoaa-4819	374	17	)	)	PUNCT
ajoaa-4819	374	18	.	.	PUNCT
ajoaa-4819	375	1	testing	test	VERB
ajoaa-4819	375	2	for	for	ADP
ajoaa-4819	375	3	the'existence	the'existence	NOUN
ajoaa-4819	375	4	of	of	ADP
ajoaa-4819	375	5	a	a	DET
ajoaa-4819	375	6	long	long	ADV
ajoaa-4819	375	7	-	-	PUNCT
ajoaa-4819	375	8	run	run	NOUN
ajoaa-4819	375	9	relationship	relationship	NOUN
ajoaa-4819	375	10	'	'	PUNCT
ajoaa-4819	375	11	(	(	PUNCT
ajoaa-4819	375	12	no	no	NOUN
ajoaa-4819	375	13	.	.	NOUN
ajoaa-4819	375	14	9622	9622	NUM
ajoaa-4819	375	15	)	)	PUNCT
ajoaa-4819	375	16	.	.	PUNCT
ajoaa-4819	376	1	retrieved	retrieve	VERB
ajoaa-4819	376	2	from	from	ADP
ajoaa-4819	376	3	faculty	faculty	NOUN
ajoaa-4819	376	4	of	of	ADP
ajoaa-4819	376	5	economics	economic	NOUN
ajoaa-4819	376	6	,	,	PUNCT
ajoaa-4819	376	7	university	university	NOUN
ajoaa-4819	376	8	of	of	ADP
ajoaa-4819	376	9	cambridge	cambridge	PROPN
ajoaa-4819	376	10	.	.	PUNCT
ajoaa-4819	377	1	pesaran	pesaran	PROPN
ajoaa-4819	377	2	,	,	PUNCT
ajoaa-4819	377	3	m.	m.	PROPN
ajoaa-4819	377	4	h.	h.	PROPN
ajoaa-4819	377	5	,	,	PUNCT
ajoaa-4819	377	6	shin	shin	PROPN
ajoaa-4819	377	7	,	,	PUNCT
ajoaa-4819	377	8	y.	y.	PROPN
ajoaa-4819	377	9	,	,	PUNCT
ajoaa-4819	377	10	&	&	CCONJ
ajoaa-4819	377	11	smith	smith	PROPN
ajoaa-4819	377	12	,	,	PUNCT
ajoaa-4819	377	13	r.	r.	PROPN
ajoaa-4819	377	14	j.	j.	PROPN
ajoaa-4819	377	15	(	(	PUNCT
ajoaa-4819	377	16	2001	2001	NUM
ajoaa-4819	377	17	)	)	PUNCT
ajoaa-4819	377	18	.	.	PUNCT
ajoaa-4819	378	1	bounds	bound	VERB
ajoaa-4819	378	2	testing	test	VERB
ajoaa-4819	378	3	approaches	approach	NOUN
ajoaa-4819	378	4	to	to	ADP
ajoaa-4819	378	5	the	the	DET
ajoaa-4819	378	6	analysis	analysis	NOUN
ajoaa-4819	378	7	of	of	ADP
ajoaa-4819	378	8	level	level	NOUN
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ajoaa-4819	378	10	.	.	PUNCT
ajoaa-4819	379	1	journal	journal	NOUN
ajoaa-4819	379	2	of	of	ADP
ajoaa-4819	379	3	applied	applied	ADJ
ajoaa-4819	379	4	econometrics	econometric	NOUN
ajoaa-4819	379	5	,	,	PUNCT
ajoaa-4819	379	6	16(3	16(3	NOUN
ajoaa-4819	379	7	)	)	PUNCT
ajoaa-4819	379	8	,	,	PUNCT
ajoaa-4819	379	9	289	289	NUM
ajoaa-4819	379	10	-	-	SYM
ajoaa-4819	379	11	326	326	NUM
ajoaa-4819	379	12	.	.	PUNCT
ajoaa-4819	380	1	https://doi.org/10.1002/jae.616	https://doi.org/10.1002/jae.616	PROPN
ajoaa-4819	380	2	rowley	rowley	PROPN
ajoaa-4819	380	3	,	,	PUNCT
ajoaa-4819	380	4	j.	j.	PROPN
ajoaa-4819	380	5	(	(	PUNCT
ajoaa-4819	380	6	1972	1972	NUM
ajoaa-4819	380	7	)	)	PUNCT
ajoaa-4819	380	8	.	.	PUNCT
ajoaa-4819	381	1	investment	investment	NOUN
ajoaa-4819	381	2	and	and	CCONJ
ajoaa-4819	381	3	neoclassical	neoclassical	ADJ
ajoaa-4819	381	4	production	production	NOUN
ajoaa-4819	381	5	functions	function	NOUN
ajoaa-4819	381	6	.	.	PUNCT
ajoaa-4819	382	1	the	the	DET
ajoaa-4819	382	2	canadian	canadian	ADJ
ajoaa-4819	382	3	journal	journal	NOUN
ajoaa-4819	382	4	of	of	ADP
ajoaa-4819	382	5	economics	economic	NOUN
ajoaa-4819	382	6	,	,	PUNCT
ajoaa-4819	382	7	5(3	5(3	NUM
ajoaa-4819	382	8	)	)	PUNCT
ajoaa-4819	382	9	,	,	PUNCT
ajoaa-4819	382	10	430	430	NUM
ajoaa-4819	382	11	-	-	SYM
ajoaa-4819	382	12	435	435	NUM
ajoaa-4819	382	13	.	.	PUNCT
ajoaa-4819	383	1	shita	shita	PROPN
ajoaa-4819	383	2	,	,	PUNCT
ajoaa-4819	383	3	a.	a.	PROPN
ajoaa-4819	383	4	,	,	PUNCT
ajoaa-4819	383	5	kumar	kumar	PROPN
ajoaa-4819	383	6	,	,	PUNCT
ajoaa-4819	383	7	n.	n.	PROPN
ajoaa-4819	383	8	,	,	PUNCT
ajoaa-4819	383	9	&	&	CCONJ
ajoaa-4819	383	10	singh	singh	PROPN
ajoaa-4819	383	11	,	,	PUNCT
ajoaa-4819	383	12	s.	s.	PROPN
ajoaa-4819	383	13	(	(	PUNCT
ajoaa-4819	383	14	2018	2018	NUM
ajoaa-4819	383	15	)	)	PUNCT
ajoaa-4819	383	16	.	.	PUNCT
ajoaa-4819	384	1	determinants	determinant	NOUN
ajoaa-4819	384	2	of	of	ADP
ajoaa-4819	384	3	agricultural	agricultural	ADJ
ajoaa-4819	384	4	productivity	productivity	NOUN
ajoaa-4819	384	5	in	in	ADP
ajoaa-4819	384	6	ethiopia	ethiopia	PROPN
ajoaa-4819	384	7	:	:	PUNCT
ajoaa-4819	384	8	ardl	ardl	NOUN
ajoaa-4819	384	9	approach	approach	NOUN
ajoaa-4819	384	10	.	.	PUNCT
ajoaa-4819	385	1	the	the	DET
ajoaa-4819	385	2	indian	indian	ADJ
ajoaa-4819	385	3	economic	economic	ADJ
ajoaa-4819	385	4	journal	journal	NOUN
ajoaa-4819	385	5	,	,	PUNCT
ajoaa-4819	385	6	66(3	66(3	NOUN
ajoaa-4819	385	7	-	-	SYM
ajoaa-4819	385	8	4	4	NUM
ajoaa-4819	385	9	)	)	PUNCT
ajoaa-4819	385	10	,	,	PUNCT
ajoaa-4819	385	11	365	365	NUM
ajoaa-4819	385	12	-	-	SYM
ajoaa-4819	385	13	374	374	NUM
ajoaa-4819	385	14	.	.	PUNCT
ajoaa-4819	386	1	https://doi.org/10.1177/0019466220941418	https://doi.org/10.1177/0019466220941418	NOUN
ajoaa-4819	386	2	statista	statista	NOUN
ajoaa-4819	386	3	.	.	PUNCT
ajoaa-4819	387	1	(	(	PUNCT
ajoaa-4819	387	2	2022	2022	NUM
ajoaa-4819	387	3	)	)	PUNCT
ajoaa-4819	387	4	.	.	PUNCT
ajoaa-4819	388	1	contribution	contribution	NOUN
ajoaa-4819	388	2	of	of	ADP
ajoaa-4819	388	3	agriculture	agriculture	NOUN
ajoaa-4819	388	4	,	,	PUNCT
ajoaa-4819	388	5	forestry	forestry	NOUN
ajoaa-4819	388	6	,	,	PUNCT
ajoaa-4819	388	7	and	and	CCONJ
ajoaa-4819	388	8	fishing	fishing	NOUN
ajoaa-4819	388	9	sector	sector	NOUN
ajoaa-4819	388	10	to	to	ADP
ajoaa-4819	388	11	the	the	DET
ajoaa-4819	388	12	gross	gross	ADJ
ajoaa-4819	388	13	domestic	domestic	ADJ
ajoaa-4819	388	14	product	product	NOUN
ajoaa-4819	388	15	(	(	PUNCT
ajoaa-4819	388	16	gdp	gdp	NOUN
ajoaa-4819	388	17	)	)	PUNCT
ajoaa-4819	388	18	in	in	ADP
ajoaa-4819	388	19	africa	africa	PROPN
ajoaa-4819	388	20	as	as	ADP
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ajoaa-4819	400	4	.	.	PUNCT
ajoaa-4819	401	1	retrieved	retrieve	VERB
ajoaa-4819	401	2	from	from	ADP
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