id	sid	tid	token	lemma	pos
easat-6131	1	1	edelweiss	edelweiss	PROPN
easat-6131	1	2	applied	apply	VERB
easat-6131	1	3	science	science	NOUN
easat-6131	1	4	and	and	CCONJ
easat-6131	1	5	technology	technology	NOUN
easat-6131	1	6	issn	issn	PROPN
easat-6131	1	7	:	:	PUNCT
easat-6131	1	8	2576	2576	NUM
easat-6131	1	9	-	-	SYM
easat-6131	1	10	8484	8484	NUM
easat-6131	1	11	vol	vol	NOUN
easat-6131	1	12	.	.	PROPN
easat-6131	2	1	9	9	NUM
easat-6131	2	2	,	,	PUNCT
easat-6131	2	3	no	no	INTJ
easat-6131	2	4	.	.	NOUN
easat-6131	2	5	4	4	NUM
easat-6131	2	6	,	,	PUNCT
easat-6131	2	7	936	936	NUM
easat-6131	2	8	-	-	SYM
easat-6131	2	9	949	949	NUM
easat-6131	2	10	2025	2025	NUM
easat-6131	2	11	publisher	publisher	NOUN
easat-6131	2	12	:	:	PUNCT
easat-6131	2	13	learning	learn	VERB
easat-6131	2	14	gate	gate	NOUN
easat-6131	2	15	doi	doi	PROPN
easat-6131	2	16	:	:	PUNCT
easat-6131	2	17	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	2	18	©	©	PROPN
easat-6131	2	19	2025	2025	NUM
easat-6131	2	20	by	by	ADP
easat-6131	2	21	the	the	DET
easat-6131	2	22	authors	author	NOUN
easat-6131	2	23	;	;	PUNCT
easat-6131	2	24	licensee	licensee	PROPN
easat-6131	2	25	learning	learning	NOUN
easat-6131	2	26	gate	gate	NOUN
easat-6131	3	1	©	©	PROPN
easat-6131	3	2	2025	2025	NUM
easat-6131	3	3	by	by	ADP
easat-6131	3	4	the	the	DET
easat-6131	3	5	authors	author	NOUN
easat-6131	3	6	;	;	PUNCT
easat-6131	3	7	licensee	licensee	PROPN
easat-6131	3	8	learning	learning	NOUN
easat-6131	3	9	gate	gate	NOUN
easat-6131	3	10	history	history	NOUN
easat-6131	3	11	:	:	PUNCT
easat-6131	3	12	received	receive	VERB
easat-6131	3	13	:	:	PUNCT
easat-6131	3	14	12	12	NUM
easat-6131	3	15	february	february	NOUN
easat-6131	3	16	2025	2025	NUM
easat-6131	3	17	;	;	PUNCT
easat-6131	3	18	revised	revise	VERB
easat-6131	3	19	:	:	PUNCT
easat-6131	3	20	13	13	NUM
easat-6131	3	21	march	march	NOUN
easat-6131	3	22	2025	2025	NUM
easat-6131	3	23	;	;	PUNCT
easat-6131	3	24	accepted	accept	VERB
easat-6131	3	25	:	:	PUNCT
easat-6131	3	26	17	17	NUM
easat-6131	3	27	march	march	NOUN
easat-6131	3	28	2025	2025	NUM
easat-6131	3	29	;	;	PUNCT
easat-6131	3	30	published	publish	VERB
easat-6131	3	31	:	:	PUNCT
easat-6131	3	32	10	10	NUM
easat-6131	3	33	april	april	PROPN
easat-6131	3	34	2025	2025	NUM
easat-6131	3	35	*	*	PUNCT
easat-6131	3	36	correspondence	correspondence	NOUN
easat-6131	3	37	:	:	PUNCT
easat-6131	4	1	petrolinaosobase@gmail.com	petrolinaosobase@gmail.com	X
easat-6131	4	2	assessing	assess	VERB
easat-6131	4	3	the	the	DET
easat-6131	4	4	impact	impact	NOUN
easat-6131	4	5	of	of	ADP
easat-6131	4	6	human	human	ADJ
easat-6131	4	7	capital	capital	NOUN
easat-6131	4	8	development	development	NOUN
easat-6131	4	9	on	on	ADP
easat-6131	4	10	economic	economic	ADJ
easat-6131	4	11	growth	growth	NOUN
easat-6131	4	12	in	in	ADP
easat-6131	4	13	west	west	ADJ
easat-6131	4	14	african	african	ADJ
easat-6131	4	15	monetary	monetary	ADJ
easat-6131	4	16	zone	zone	NOUN
easat-6131	4	17	:	:	PUNCT
easat-6131	4	18	a	a	DET
easat-6131	4	19	pooled	pool	VERB
easat-6131	4	20	mean	mean	NOUN
easat-6131	4	21	group	group	NOUN
easat-6131	4	22	estimation	estimation	NOUN
easat-6131	4	23	petrolina	petrolina	ADJ
easat-6131	4	24	ebehiremen	ebehireman	NOUN
easat-6131	4	25	osobase1	osobase1	PROPN
easat-6131	4	26	*	*	PROPN
easat-6131	4	27	,	,	PUNCT
easat-6131	4	28	benedict	benedict	PROPN
easat-6131	4	29	akanegbu2	akanegbu2	PROPN
easat-6131	4	30	,	,	PUNCT
easat-6131	4	31	nnanna	nnanna	ADJ
easat-6131	4	32	p.	p.	NOUN
easat-6131	4	33	azu3	azu3	PROPN
easat-6131	5	1	1,2department	1,2department	NUM
easat-6131	5	2	of	of	ADP
easat-6131	5	3	economics	economic	NOUN
easat-6131	5	4	,	,	PUNCT
easat-6131	5	5	nile	nile	PROPN
easat-6131	5	6	university	university	PROPN
easat-6131	5	7	of	of	ADP
easat-6131	5	8	nigeria	nigeria	PROPN
easat-6131	5	9	,	,	PUNCT
easat-6131	5	10	abuja	abuja	PROPN
easat-6131	5	11	,	,	PUNCT
easat-6131	5	12	nigeria	nigeria	PROPN
easat-6131	5	13	;	;	PUNCT
easat-6131	5	14	petrolinaosobase@gmail.com	petrolinaosobase@gmail.com	X
easat-6131	5	15	(	(	PUNCT
easat-6131	5	16	p.e.o	p.e.o	ADJ
easat-6131	5	17	.	.	PUNCT
easat-6131	5	18	)	)	PUNCT
easat-6131	6	1	benedict.akanegbu@nileuniversity.edu.ng	benedict.akanegbu@nileuniversity.edu.ng	NOUN
easat-6131	6	2	(	(	PUNCT
easat-6131	6	3	b.a	b.a	PROPN
easat-6131	6	4	.	.	PUNCT
easat-6131	6	5	)	)	PUNCT
easat-6131	7	1	3department	3department	NUM
easat-6131	7	2	of	of	ADP
easat-6131	7	3	economics	economic	NOUN
easat-6131	7	4	,	,	PUNCT
easat-6131	7	5	air	air	NOUN
easat-6131	7	6	force	force	PROPN
easat-6131	7	7	institute	institute	PROPN
easat-6131	7	8	of	of	ADP
easat-6131	7	9	technology	technology	PROPN
easat-6131	7	10	,	,	PUNCT
easat-6131	7	11	kaduna	kaduna	PROPN
easat-6131	7	12	,	,	PUNCT
easat-6131	7	13	nigeria	nigeria	PROPN
easat-6131	7	14	;	;	PUNCT
easat-6131	7	15	phil4azu@yahoo.com	phil4azu@yahoo.com	X
easat-6131	7	16	(	(	PUNCT
easat-6131	7	17	n.p.a	n.p.a	PROPN
easat-6131	7	18	.	.	PUNCT
easat-6131	7	19	)	)	PUNCT
easat-6131	7	20	.	.	PUNCT
easat-6131	8	1	abstract	abstract	ADV
easat-6131	8	2	:	:	PUNCT
easat-6131	8	3	this	this	DET
easat-6131	8	4	study	study	NOUN
easat-6131	8	5	examines	examine	VERB
easat-6131	8	6	the	the	DET
easat-6131	8	7	impact	impact	NOUN
easat-6131	8	8	of	of	ADP
easat-6131	8	9	human	human	ADJ
easat-6131	8	10	capital	capital	NOUN
easat-6131	8	11	development	development	NOUN
easat-6131	8	12	on	on	ADP
easat-6131	8	13	economic	economic	ADJ
easat-6131	8	14	growth	growth	NOUN
easat-6131	8	15	in	in	ADP
easat-6131	8	16	the	the	DET
easat-6131	8	17	west	west	ADJ
easat-6131	8	18	african	african	ADJ
easat-6131	8	19	monetary	monetary	ADJ
easat-6131	8	20	zone	zone	NOUN
easat-6131	8	21	(	(	PUNCT
easat-6131	8	22	wamz	wamz	PROPN
easat-6131	8	23	)	)	PUNCT
easat-6131	8	24	from	from	ADP
easat-6131	8	25	1990	1990	NUM
easat-6131	8	26	to	to	ADP
easat-6131	8	27	2023	2023	NUM
easat-6131	8	28	,	,	PUNCT
easat-6131	8	29	focusing	focus	VERB
easat-6131	8	30	on	on	ADP
easat-6131	8	31	government	government	NOUN
easat-6131	8	32	expenditure	expenditure	NOUN
easat-6131	8	33	on	on	ADP
easat-6131	8	34	education	education	NOUN
easat-6131	8	35	and	and	CCONJ
easat-6131	8	36	health	health	NOUN
easat-6131	8	37	.	.	PUNCT
easat-6131	9	1	grounded	ground	VERB
easat-6131	9	2	in	in	ADP
easat-6131	9	3	the	the	DET
easat-6131	9	4	augmented	augment	VERB
easat-6131	9	5	solow	solow	PROPN
easat-6131	9	6	human	human	PROPN
easat-6131	9	7	capital	capital	PROPN
easat-6131	9	8	growth	growth	NOUN
easat-6131	9	9	model	model	NOUN
easat-6131	9	10	,	,	PUNCT
easat-6131	9	11	the	the	DET
easat-6131	9	12	study	study	NOUN
easat-6131	9	13	applies	apply	VERB
easat-6131	9	14	the	the	DET
easat-6131	9	15	autoregressive	autoregressive	ADJ
easat-6131	9	16	distributed	distribute	VERB
easat-6131	9	17	lag	lag	NOUN
easat-6131	9	18	(	(	PUNCT
easat-6131	9	19	ardl	ardl	NOUN
easat-6131	9	20	)	)	PUNCT
easat-6131	9	21	estimation	estimation	NOUN
easat-6131	9	22	technique	technique	NOUN
easat-6131	9	23	with	with	ADP
easat-6131	9	24	the	the	DET
easat-6131	9	25	pooled	pool	VERB
easat-6131	9	26	mean	mean	NOUN
easat-6131	9	27	group	group	NOUN
easat-6131	9	28	(	(	PUNCT
easat-6131	9	29	pmg	pmg	PROPN
easat-6131	9	30	)	)	PUNCT
easat-6131	9	31	estimator	estimator	NOUN
easat-6131	9	32	to	to	PART
easat-6131	9	33	assess	assess	VERB
easat-6131	9	34	both	both	DET
easat-6131	9	35	short	short	ADJ
easat-6131	9	36	-	-	PUNCT
easat-6131	9	37	run	run	VERB
easat-6131	9	38	and	and	CCONJ
easat-6131	9	39	long	long	ADV
easat-6131	9	40	-	-	PUNCT
easat-6131	9	41	run	run	NOUN
easat-6131	9	42	relationships	relationship	NOUN
easat-6131	9	43	.	.	PUNCT
easat-6131	10	1	the	the	DET
easat-6131	10	2	findings	finding	NOUN
easat-6131	10	3	indicate	indicate	VERB
easat-6131	10	4	a	a	DET
easat-6131	10	5	positive	positive	ADJ
easat-6131	10	6	and	and	CCONJ
easat-6131	10	7	statistically	statistically	ADV
easat-6131	10	8	significant	significant	ADJ
easat-6131	10	9	long	long	ADJ
easat-6131	10	10	-	-	PUNCT
easat-6131	10	11	run	run	VERB
easat-6131	10	12	impact	impact	NOUN
easat-6131	10	13	of	of	ADP
easat-6131	10	14	education	education	NOUN
easat-6131	10	15	and	and	CCONJ
easat-6131	10	16	health	health	NOUN
easat-6131	10	17	expenditure	expenditure	NOUN
easat-6131	10	18	on	on	ADP
easat-6131	10	19	economic	economic	ADJ
easat-6131	10	20	growth	growth	NOUN
easat-6131	10	21	,	,	PUNCT
easat-6131	10	22	reinforcing	reinforce	VERB
easat-6131	10	23	the	the	DET
easat-6131	10	24	critical	critical	ADJ
easat-6131	10	25	role	role	NOUN
easat-6131	10	26	of	of	ADP
easat-6131	10	27	sustained	sustained	ADJ
easat-6131	10	28	human	human	ADJ
easat-6131	10	29	capital	capital	NOUN
easat-6131	10	30	investments	investment	NOUN
easat-6131	10	31	.	.	PUNCT
easat-6131	11	1	however	however	ADV
easat-6131	11	2	,	,	PUNCT
easat-6131	11	3	short	short	ADJ
easat-6131	11	4	-	-	PUNCT
easat-6131	11	5	run	run	NOUN
easat-6131	11	6	effects	effect	NOUN
easat-6131	11	7	vary	vary	VERB
easat-6131	11	8	,	,	PUNCT
easat-6131	11	9	with	with	ADP
easat-6131	11	10	education	education	NOUN
easat-6131	11	11	expenditure	expenditure	NOUN
easat-6131	11	12	contributing	contribute	VERB
easat-6131	11	13	modestly	modestly	ADV
easat-6131	11	14	to	to	ADP
easat-6131	11	15	growth	growth	NOUN
easat-6131	11	16	,	,	PUNCT
easat-6131	11	17	while	while	SCONJ
easat-6131	11	18	health	health	NOUN
easat-6131	11	19	expenditure	expenditure	NOUN
easat-6131	11	20	shows	show	VERB
easat-6131	11	21	a	a	DET
easat-6131	11	22	negative	negative	ADJ
easat-6131	11	23	short	short	ADJ
easat-6131	11	24	-	-	PUNCT
easat-6131	11	25	term	term	NOUN
easat-6131	11	26	impact	impact	NOUN
easat-6131	11	27	,	,	PUNCT
easat-6131	11	28	likely	likely	ADJ
easat-6131	11	29	due	due	ADP
easat-6131	11	30	to	to	ADP
easat-6131	11	31	inefficiencies	inefficiency	NOUN
easat-6131	11	32	in	in	ADP
easat-6131	11	33	resource	resource	NOUN
easat-6131	11	34	allocation	allocation	NOUN
easat-6131	11	35	.	.	PUNCT
easat-6131	12	1	the	the	DET
easat-6131	12	2	error	error	NOUN
easat-6131	12	3	correction	correction	NOUN
easat-6131	12	4	term	term	NOUN
easat-6131	12	5	(	(	PUNCT
easat-6131	12	6	ect	ect	X
easat-6131	12	7	)	)	PUNCT
easat-6131	12	8	suggests	suggest	VERB
easat-6131	12	9	that	that	SCONJ
easat-6131	12	10	while	while	SCONJ
easat-6131	12	11	some	some	DET
easat-6131	12	12	wamz	wamz	ADJ
easat-6131	12	13	economies	economy	NOUN
easat-6131	12	14	adjust	adjust	VERB
easat-6131	12	15	to	to	ADP
easat-6131	12	16	equilibrium	equilibrium	NOUN
easat-6131	12	17	after	after	ADP
easat-6131	12	18	economic	economic	ADJ
easat-6131	12	19	shocks	shock	NOUN
easat-6131	12	20	,	,	PUNCT
easat-6131	12	21	others	other	NOUN
easat-6131	12	22	exhibit	exhibit	VERB
easat-6131	12	23	weak	weak	ADJ
easat-6131	12	24	correction	correction	NOUN
easat-6131	12	25	mechanisms	mechanism	NOUN
easat-6131	12	26	.	.	PUNCT
easat-6131	13	1	the	the	DET
easat-6131	13	2	causality	causality	NOUN
easat-6131	13	3	analysis	analysis	NOUN
easat-6131	13	4	confirms	confirm	VERB
easat-6131	13	5	that	that	SCONJ
easat-6131	13	6	economic	economic	ADJ
easat-6131	13	7	growth	growth	NOUN
easat-6131	13	8	influences	influence	VERB
easat-6131	13	9	education	education	NOUN
easat-6131	13	10	expenditure	expenditure	NOUN
easat-6131	13	11	,	,	PUNCT
easat-6131	13	12	but	but	CCONJ
easat-6131	13	13	the	the	DET
easat-6131	13	14	reverse	reverse	ADJ
easat-6131	13	15	relationship	relationship	NOUN
easat-6131	13	16	is	be	AUX
easat-6131	13	17	not	not	PART
easat-6131	13	18	significant	significant	ADJ
easat-6131	13	19	.	.	PUNCT
easat-6131	14	1	these	these	DET
easat-6131	14	2	findings	finding	NOUN
easat-6131	14	3	underscore	underscore	VERB
easat-6131	14	4	the	the	DET
easat-6131	14	5	need	need	NOUN
easat-6131	14	6	for	for	ADP
easat-6131	14	7	strategic	strategic	ADJ
easat-6131	14	8	,	,	PUNCT
easat-6131	14	9	long	long	ADJ
easat-6131	14	10	-	-	PUNCT
easat-6131	14	11	term	term	NOUN
easat-6131	14	12	investments	investment	NOUN
easat-6131	14	13	in	in	ADP
easat-6131	14	14	education	education	NOUN
easat-6131	14	15	and	and	CCONJ
easat-6131	14	16	health	health	NOUN
easat-6131	14	17	and	and	CCONJ
easat-6131	14	18	institutional	institutional	ADJ
easat-6131	14	19	reforms	reform	NOUN
easat-6131	14	20	to	to	PART
easat-6131	14	21	maximize	maximize	VERB
easat-6131	14	22	the	the	DET
easat-6131	14	23	economic	economic	ADJ
easat-6131	14	24	benefits	benefit	NOUN
easat-6131	14	25	of	of	ADP
easat-6131	14	26	human	human	ADJ
easat-6131	14	27	capital	capital	NOUN
easat-6131	14	28	development	development	NOUN
easat-6131	14	29	in	in	ADP
easat-6131	14	30	wamz	wamz	ADJ
easat-6131	14	31	countries	country	NOUN
easat-6131	14	32	.	.	PUNCT
easat-6131	15	1	keywords	keyword	NOUN
easat-6131	15	2	:	:	PUNCT
easat-6131	15	3	economic	economic	ADJ
easat-6131	15	4	growth	growth	NOUN
easat-6131	15	5	,	,	PUNCT
easat-6131	15	6	educational	educational	ADJ
easat-6131	15	7	expenditure	expenditure	NOUN
easat-6131	15	8	,	,	PUNCT
easat-6131	15	9	health	health	NOUN
easat-6131	15	10	expenditure	expenditure	NOUN
easat-6131	15	11	,	,	PUNCT
easat-6131	15	12	human	human	ADJ
easat-6131	15	13	capital	capital	NOUN
easat-6131	15	14	development	development	NOUN
easat-6131	15	15	,	,	PUNCT
easat-6131	15	16	west	west	ADJ
easat-6131	15	17	african	african	ADJ
easat-6131	15	18	monetary	monetary	ADJ
easat-6131	15	19	zone	zone	NOUN
easat-6131	15	20	.	.	PUNCT
easat-6131	16	1	1	1	X
easat-6131	16	2	.	.	X
easat-6131	16	3	introduction	introduction	NOUN
easat-6131	16	4	human	human	PROPN
easat-6131	16	5	capital	capital	PROPN
easat-6131	16	6	development	development	NOUN
easat-6131	16	7	is	be	AUX
easat-6131	16	8	widely	widely	ADV
easat-6131	16	9	recognised	recognise	VERB
easat-6131	16	10	as	as	ADP
easat-6131	16	11	a	a	DET
easat-6131	16	12	key	key	ADJ
easat-6131	16	13	driver	driver	NOUN
easat-6131	16	14	of	of	ADP
easat-6131	16	15	economic	economic	ADJ
easat-6131	16	16	growth	growth	NOUN
easat-6131	16	17	,	,	PUNCT
easat-6131	16	18	particularly	particularly	ADV
easat-6131	16	19	in	in	ADP
easat-6131	16	20	developing	develop	VERB
easat-6131	16	21	economies	economy	NOUN
easat-6131	16	22	.	.	PUNCT
easat-6131	17	1	traditional	traditional	ADJ
easat-6131	17	2	economic	economic	ADJ
easat-6131	17	3	growth	growth	NOUN
easat-6131	17	4	models	model	NOUN
easat-6131	17	5	,	,	PUNCT
easat-6131	17	6	such	such	ADJ
easat-6131	17	7	as	as	ADP
easat-6131	17	8	solow	solow	PROPN
easat-6131	17	9	[	[	X
easat-6131	17	10	1	1	NUM
easat-6131	17	11	]	]	PUNCT
easat-6131	17	12	neoclassical	neoclassical	ADJ
easat-6131	17	13	model	model	NOUN
easat-6131	17	14	,	,	PUNCT
easat-6131	17	15	primarily	primarily	ADV
easat-6131	17	16	emphasised	emphasise	VERB
easat-6131	17	17	physical	physical	ADJ
easat-6131	17	18	capital	capital	NOUN
easat-6131	17	19	accumulation	accumulation	NOUN
easat-6131	17	20	and	and	CCONJ
easat-6131	17	21	labour	labour	ADJ
easat-6131	17	22	force	force	NOUN
easat-6131	17	23	expansion	expansion	NOUN
easat-6131	17	24	as	as	ADP
easat-6131	17	25	fundamental	fundamental	ADJ
easat-6131	17	26	determinants	determinant	NOUN
easat-6131	17	27	of	of	ADP
easat-6131	17	28	economic	economic	ADJ
easat-6131	17	29	growth	growth	NOUN
easat-6131	17	30	.	.	PUNCT
easat-6131	18	1	however	however	ADV
easat-6131	18	2	,	,	PUNCT
easat-6131	18	3	subsequent	subsequent	ADJ
easat-6131	18	4	extensions	extension	NOUN
easat-6131	18	5	of	of	ADP
easat-6131	18	6	the	the	DET
easat-6131	18	7	model	model	NOUN
easat-6131	18	8	,	,	PUNCT
easat-6131	18	9	such	such	ADJ
easat-6131	18	10	as	as	ADP
easat-6131	18	11	the	the	DET
easat-6131	18	12	augmented	augmented	PROPN
easat-6131	18	13	solow	solow	PROPN
easat-6131	18	14	model	model	NOUN
easat-6131	18	15	by	by	ADP
easat-6131	18	16	mankiw	mankiw	PROPN
easat-6131	18	17	,	,	PUNCT
easat-6131	18	18	et	et	PROPN
easat-6131	18	19	al	al	PROPN
easat-6131	18	20	.	.	PUNCT
easat-6131	19	1	[	[	X
easat-6131	19	2	2	2	NUM
easat-6131	19	3	]	]	PUNCT
easat-6131	19	4	incorporated	incorporate	VERB
easat-6131	19	5	human	human	ADJ
easat-6131	19	6	capital	capital	NOUN
easat-6131	19	7	as	as	ADP
easat-6131	19	8	a	a	DET
easat-6131	19	9	critical	critical	ADJ
easat-6131	19	10	factor	factor	NOUN
easat-6131	19	11	influencing	influence	VERB
easat-6131	19	12	long	long	ADJ
easat-6131	19	13	-	-	PUNCT
easat-6131	19	14	term	term	NOUN
easat-6131	19	15	productivity	productivity	NOUN
easat-6131	19	16	and	and	CCONJ
easat-6131	19	17	economic	economic	ADJ
easat-6131	19	18	performance	performance	NOUN
easat-6131	19	19	.	.	PUNCT
easat-6131	20	1	human	human	ADJ
easat-6131	20	2	capital	capital	NOUN
easat-6131	20	3	,	,	PUNCT
easat-6131	20	4	which	which	PRON
easat-6131	20	5	includes	include	VERB
easat-6131	20	6	education	education	NOUN
easat-6131	20	7	,	,	PUNCT
easat-6131	20	8	skills	skill	NOUN
easat-6131	20	9	,	,	PUNCT
easat-6131	20	10	health	health	NOUN
easat-6131	20	11	,	,	PUNCT
easat-6131	20	12	and	and	CCONJ
easat-6131	20	13	abilities	ability	NOUN
easat-6131	20	14	acquired	acquire	VERB
easat-6131	20	15	by	by	ADP
easat-6131	20	16	individuals	individual	NOUN
easat-6131	20	17	,	,	PUNCT
easat-6131	20	18	is	be	AUX
easat-6131	20	19	crucial	crucial	ADJ
easat-6131	20	20	in	in	ADP
easat-6131	20	21	enhancing	enhance	VERB
easat-6131	20	22	labour	labour	ADJ
easat-6131	20	23	productivity	productivity	NOUN
easat-6131	20	24	,	,	PUNCT
easat-6131	20	25	innovation	innovation	NOUN
easat-6131	20	26	,	,	PUNCT
easat-6131	20	27	and	and	CCONJ
easat-6131	20	28	overall	overall	ADJ
easat-6131	20	29	economic	economic	ADJ
easat-6131	20	30	output	output	NOUN
easat-6131	20	31	[	[	X
easat-6131	20	32	3	3	NUM
easat-6131	20	33	]	]	PUNCT
easat-6131	20	34	.	.	PUNCT
easat-6131	21	1	despite	despite	SCONJ
easat-6131	21	2	various	various	ADJ
easat-6131	21	3	policy	policy	NOUN
easat-6131	21	4	initiatives	initiative	NOUN
easat-6131	21	5	to	to	PART
easat-6131	21	6	enhance	enhance	VERB
easat-6131	21	7	human	human	ADJ
easat-6131	21	8	capital	capital	NOUN
easat-6131	21	9	development	development	NOUN
easat-6131	21	10	,	,	PUNCT
easat-6131	21	11	economic	economic	ADJ
easat-6131	21	12	growth	growth	NOUN
easat-6131	21	13	has	have	AUX
easat-6131	21	14	been	be	AUX
easat-6131	21	15	inconsistent	inconsistent	ADJ
easat-6131	21	16	in	in	ADP
easat-6131	21	17	the	the	DET
easat-6131	21	18	west	west	ADJ
easat-6131	21	19	african	african	ADJ
easat-6131	21	20	monetary	monetary	ADJ
easat-6131	21	21	zone	zone	NOUN
easat-6131	21	22	(	(	PUNCT
easat-6131	21	23	wamz	wamz	PROPN
easat-6131	21	24	)	)	PUNCT
easat-6131	21	25	,	,	PUNCT
easat-6131	21	26	which	which	PRON
easat-6131	21	27	comprises	comprise	VERB
easat-6131	21	28	the	the	DET
easat-6131	21	29	gambia	gambia	PROPN
easat-6131	21	30	,	,	PUNCT
easat-6131	21	31	ghana	ghana	PROPN
easat-6131	21	32	,	,	PUNCT
easat-6131	21	33	guinea	guinea	NOUN
easat-6131	21	34	,	,	PUNCT
easat-6131	21	35	liberia	liberia	PROPN
easat-6131	21	36	,	,	PUNCT
easat-6131	21	37	nigeria	nigeria	PROPN
easat-6131	21	38	,	,	PUNCT
easat-6131	21	39	and	and	CCONJ
easat-6131	21	40	sierra	sierra	PROPN
easat-6131	21	41	leone	leone	PROPN
easat-6131	21	42	.	.	PUNCT
easat-6131	22	1	the	the	DET
easat-6131	22	2	region	region	NOUN
easat-6131	22	3	faces	face	VERB
easat-6131	22	4	significant	significant	ADJ
easat-6131	22	5	challenges	challenge	NOUN
easat-6131	22	6	in	in	ADP
easat-6131	22	7	achieving	achieve	VERB
easat-6131	22	8	sustainable	sustainable	ADJ
easat-6131	22	9	economic	economic	ADJ
easat-6131	22	10	growth	growth	NOUN
easat-6131	22	11	due	due	ADP
easat-6131	22	12	to	to	ADP
easat-6131	22	13	inadequate	inadequate	ADJ
easat-6131	22	14	investments	investment	NOUN
easat-6131	22	15	in	in	ADP
easat-6131	22	16	education	education	NOUN
easat-6131	22	17	and	and	CCONJ
easat-6131	22	18	healthcare	healthcare	NOUN
easat-6131	22	19	infrastructure	infrastructure	NOUN
easat-6131	22	20	[	[	X
easat-6131	22	21	4	4	NUM
easat-6131	22	22	]	]	PUNCT
easat-6131	22	23	.	.	PUNCT
easat-6131	23	1	given	give	VERB
easat-6131	23	2	the	the	DET
easat-6131	23	3	central	central	ADJ
easat-6131	23	4	role	role	NOUN
easat-6131	23	5	of	of	ADP
easat-6131	23	6	human	human	ADJ
easat-6131	23	7	capital	capital	NOUN
easat-6131	23	8	in	in	ADP
easat-6131	23	9	economic	economic	ADJ
easat-6131	23	10	development	development	NOUN
easat-6131	23	11	,	,	PUNCT
easat-6131	23	12	it	it	PRON
easat-6131	23	13	is	be	AUX
easat-6131	23	14	necessary	necessary	ADJ
easat-6131	23	15	to	to	PART
easat-6131	23	16	examine	examine	VERB
easat-6131	23	17	the	the	DET
easat-6131	23	18	extent	extent	NOUN
easat-6131	23	19	to	to	PART
easat-6131	23	20	which	which	PRON
easat-6131	23	21	government	government	NOUN
easat-6131	23	22	expenditure	expenditure	NOUN
easat-6131	23	23	on	on	ADP
easat-6131	23	24	education	education	NOUN
easat-6131	23	25	and	and	CCONJ
easat-6131	23	26	health	health	NOUN
easat-6131	23	27	contributes	contribute	VERB
easat-6131	23	28	to	to	ADP
easat-6131	23	29	economic	economic	ADJ
easat-6131	23	30	growth	growth	NOUN
easat-6131	23	31	in	in	ADP
easat-6131	23	32	wamz	wamz	ADJ
easat-6131	23	33	member	member	NOUN
easat-6131	23	34	countries	country	NOUN
easat-6131	23	35	.	.	PUNCT
easat-6131	24	1	https://orcid.org/0000-0002-4448-1278	https://orcid.org/0000-0002-4448-1278	PROPN
easat-6131	24	2	937	937	NUM
easat-6131	24	3	edelweiss	edelweiss	PROPN
easat-6131	24	4	applied	apply	VERB
easat-6131	24	5	science	science	NOUN
easat-6131	24	6	and	and	CCONJ
easat-6131	24	7	technology	technology	NOUN
easat-6131	24	8	issn	issn	PROPN
easat-6131	24	9	:	:	PUNCT
easat-6131	24	10	2576	2576	NUM
easat-6131	24	11	-	-	SYM
easat-6131	24	12	8484	8484	NUM
easat-6131	24	13	vol	vol	NOUN
easat-6131	24	14	.	.	PROPN
easat-6131	25	1	9	9	NUM
easat-6131	25	2	,	,	PUNCT
easat-6131	25	3	no	no	INTJ
easat-6131	25	4	.	.	NOUN
easat-6131	26	1	4	4	NUM
easat-6131	26	2	:	:	PUNCT
easat-6131	26	3	936	936	NUM
easat-6131	26	4	-	-	SYM
easat-6131	26	5	949	949	NUM
easat-6131	26	6	,	,	PUNCT
easat-6131	26	7	2025	2025	NUM
easat-6131	26	8	doi	doi	NOUN
easat-6131	26	9	:	:	PUNCT
easat-6131	26	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	26	11	©	©	PROPN
easat-6131	26	12	2025	2025	NUM
easat-6131	26	13	by	by	ADP
easat-6131	26	14	the	the	DET
easat-6131	26	15	authors	author	NOUN
easat-6131	26	16	;	;	PUNCT
easat-6131	26	17	licensee	licensee	PROPN
easat-6131	26	18	learning	learn	VERB
easat-6131	26	19	gate	gate	NOUN
easat-6131	26	20	despite	despite	SCONJ
easat-6131	26	21	the	the	DET
easat-6131	26	22	theoretical	theoretical	ADJ
easat-6131	26	23	and	and	CCONJ
easat-6131	26	24	empirical	empirical	ADJ
easat-6131	26	25	consensus	consensus	NOUN
easat-6131	26	26	on	on	ADP
easat-6131	26	27	the	the	DET
easat-6131	26	28	importance	importance	NOUN
easat-6131	26	29	of	of	ADP
easat-6131	26	30	human	human	ADJ
easat-6131	26	31	capital	capital	NOUN
easat-6131	26	32	development	development	NOUN
easat-6131	26	33	in	in	ADP
easat-6131	26	34	fostering	foster	VERB
easat-6131	26	35	economic	economic	ADJ
easat-6131	26	36	growth	growth	NOUN
easat-6131	26	37	,	,	PUNCT
easat-6131	26	38	the	the	DET
easat-6131	26	39	effectiveness	effectiveness	NOUN
easat-6131	26	40	of	of	ADP
easat-6131	26	41	government	government	NOUN
easat-6131	26	42	expenditure	expenditure	NOUN
easat-6131	26	43	on	on	ADP
easat-6131	26	44	education	education	NOUN
easat-6131	26	45	and	and	CCONJ
easat-6131	26	46	health	health	NOUN
easat-6131	26	47	in	in	ADP
easat-6131	26	48	driving	drive	VERB
easat-6131	26	49	economic	economic	ADJ
easat-6131	26	50	performance	performance	NOUN
easat-6131	26	51	in	in	ADP
easat-6131	26	52	wamz	wamz	ADJ
easat-6131	26	53	remains	remain	VERB
easat-6131	26	54	uncertain	uncertain	ADJ
easat-6131	26	55	.	.	PUNCT
easat-6131	27	1	several	several	ADJ
easat-6131	27	2	studies	study	NOUN
easat-6131	27	3	,	,	PUNCT
easat-6131	27	4	such	such	ADJ
easat-6131	27	5	as	as	ADP
easat-6131	27	6	those	those	PRON
easat-6131	27	7	by	by	ADP
easat-6131	27	8	cleeve	cleeve	NOUN
easat-6131	27	9	,	,	PUNCT
easat-6131	27	10	et	et	PROPN
easat-6131	27	11	al	al	PROPN
easat-6131	27	12	.	.	PUNCT
easat-6131	28	1	[	[	X
easat-6131	28	2	5	5	NUM
easat-6131	28	3	]	]	PUNCT
easat-6131	28	4	and	and	CCONJ
easat-6131	28	5	rahim	rahim	PROPN
easat-6131	28	6	,	,	PUNCT
easat-6131	28	7	et	et	PROPN
easat-6131	28	8	al	al	PROPN
easat-6131	28	9	.	.	PUNCT
easat-6131	29	1	[	[	X
easat-6131	29	2	6	6	NUM
easat-6131	29	3	]	]	PUNCT
easat-6131	29	4	have	have	AUX
easat-6131	29	5	examined	examine	VERB
easat-6131	29	6	the	the	DET
easat-6131	29	7	relationship	relationship	NOUN
easat-6131	29	8	between	between	ADP
easat-6131	29	9	human	human	ADJ
easat-6131	29	10	capital	capital	NOUN
easat-6131	29	11	and	and	CCONJ
easat-6131	29	12	economic	economic	ADJ
easat-6131	29	13	growth	growth	NOUN
easat-6131	29	14	in	in	ADP
easat-6131	29	15	broader	broad	ADJ
easat-6131	29	16	african	african	ADJ
easat-6131	29	17	contexts	context	NOUN
easat-6131	29	18	but	but	CCONJ
easat-6131	29	19	have	have	AUX
easat-6131	29	20	not	not	PART
easat-6131	29	21	specifically	specifically	ADV
easat-6131	29	22	focused	focus	VERB
easat-6131	29	23	on	on	ADP
easat-6131	29	24	wamz	wamz	ADJ
easat-6131	29	25	.	.	PUNCT
easat-6131	30	1	many	many	ADJ
easat-6131	30	2	wamz	wamz	ADJ
easat-6131	30	3	economies	economy	NOUN
easat-6131	30	4	continue	continue	VERB
easat-6131	30	5	to	to	PART
easat-6131	30	6	experience	experience	VERB
easat-6131	30	7	sluggish	sluggish	ADJ
easat-6131	30	8	economic	economic	ADJ
easat-6131	30	9	growth	growth	NOUN
easat-6131	30	10	,	,	PUNCT
easat-6131	30	11	high	high	ADJ
easat-6131	30	12	unemployment	unemployment	NOUN
easat-6131	30	13	,	,	PUNCT
easat-6131	30	14	and	and	CCONJ
easat-6131	30	15	low	low	ADJ
easat-6131	30	16	productivity	productivity	NOUN
easat-6131	30	17	levels	level	NOUN
easat-6131	30	18	,	,	PUNCT
easat-6131	30	19	raising	raise	VERB
easat-6131	30	20	concerns	concern	NOUN
easat-6131	30	21	about	about	ADP
easat-6131	30	22	whether	whether	SCONJ
easat-6131	30	23	government	government	NOUN
easat-6131	30	24	spending	spending	NOUN
easat-6131	30	25	on	on	ADP
easat-6131	30	26	education	education	NOUN
easat-6131	30	27	and	and	CCONJ
easat-6131	30	28	healthcare	healthcare	NOUN
easat-6131	30	29	adequately	adequately	ADV
easat-6131	30	30	enhances	enhance	VERB
easat-6131	30	31	human	human	ADJ
easat-6131	30	32	capital	capital	NOUN
easat-6131	30	33	development	development	NOUN
easat-6131	30	34	.	.	PUNCT
easat-6131	31	1	disparities	disparity	NOUN
easat-6131	31	2	in	in	ADP
easat-6131	31	3	government	government	NOUN
easat-6131	31	4	policies	policy	NOUN
easat-6131	31	5	,	,	PUNCT
easat-6131	31	6	weak	weak	ADJ
easat-6131	31	7	institutional	institutional	ADJ
easat-6131	31	8	frameworks	framework	NOUN
easat-6131	31	9	,	,	PUNCT
easat-6131	31	10	and	and	CCONJ
easat-6131	31	11	inefficient	inefficient	ADJ
easat-6131	31	12	budgetary	budgetary	ADJ
easat-6131	31	13	allocations	allocation	NOUN
easat-6131	31	14	across	across	ADP
easat-6131	31	15	wamz	wamz	ADJ
easat-6131	31	16	countries	country	NOUN
easat-6131	31	17	further	far	ADV
easat-6131	31	18	complicate	complicate	VERB
easat-6131	31	19	the	the	DET
easat-6131	31	20	impact	impact	NOUN
easat-6131	31	21	of	of	ADP
easat-6131	31	22	public	public	ADJ
easat-6131	31	23	expenditure	expenditure	NOUN
easat-6131	31	24	on	on	ADP
easat-6131	31	25	economic	economic	ADJ
easat-6131	31	26	growth	growth	NOUN
easat-6131	31	27	[	[	X
easat-6131	31	28	7	7	NUM
easat-6131	31	29	]	]	PUNCT
easat-6131	31	30	.	.	PUNCT
easat-6131	32	1	additionally	additionally	ADV
easat-6131	32	2	,	,	PUNCT
easat-6131	32	3	while	while	SCONJ
easat-6131	32	4	some	some	DET
easat-6131	32	5	studies	study	NOUN
easat-6131	32	6	suggest	suggest	VERB
easat-6131	32	7	a	a	DET
easat-6131	32	8	positive	positive	ADJ
easat-6131	32	9	correlation	correlation	NOUN
easat-6131	32	10	between	between	ADP
easat-6131	32	11	human	human	ADJ
easat-6131	32	12	capital	capital	NOUN
easat-6131	32	13	development	development	NOUN
easat-6131	32	14	and	and	CCONJ
easat-6131	32	15	economic	economic	ADJ
easat-6131	32	16	growth	growth	NOUN
easat-6131	32	17	,	,	PUNCT
easat-6131	32	18	others	other	NOUN
easat-6131	32	19	report	report	VERB
easat-6131	32	20	weak	weak	ADJ
easat-6131	32	21	or	or	CCONJ
easat-6131	32	22	insignificant	insignificant	ADJ
easat-6131	32	23	effects	effect	NOUN
easat-6131	32	24	,	,	PUNCT
easat-6131	32	25	implying	imply	VERB
easat-6131	32	26	that	that	SCONJ
easat-6131	32	27	governance	governance	NOUN
easat-6131	32	28	quality	quality	NOUN
easat-6131	32	29	,	,	PUNCT
easat-6131	32	30	resource	resource	NOUN
easat-6131	32	31	misallocation	misallocation	NOUN
easat-6131	32	32	,	,	PUNCT
easat-6131	32	33	and	and	CCONJ
easat-6131	32	34	inadequate	inadequate	ADJ
easat-6131	32	35	infrastructure	infrastructure	NOUN
easat-6131	32	36	may	may	AUX
easat-6131	32	37	undermine	undermine	VERB
easat-6131	32	38	the	the	DET
easat-6131	32	39	expected	expect	VERB
easat-6131	32	40	benefits	benefit	NOUN
easat-6131	32	41	[	[	X
easat-6131	32	42	8	8	NUM
easat-6131	32	43	]	]	PUNCT
easat-6131	32	44	.	.	PUNCT
easat-6131	33	1	consequently	consequently	ADV
easat-6131	33	2	,	,	PUNCT
easat-6131	33	3	there	there	PRON
easat-6131	33	4	is	be	VERB
easat-6131	33	5	a	a	DET
easat-6131	33	6	need	need	NOUN
easat-6131	33	7	for	for	ADP
easat-6131	33	8	a	a	DET
easat-6131	33	9	more	more	ADV
easat-6131	33	10	comprehensive	comprehensive	ADJ
easat-6131	33	11	empirical	empirical	ADJ
easat-6131	33	12	investigation	investigation	NOUN
easat-6131	33	13	covering	cover	VERB
easat-6131	33	14	the	the	DET
easat-6131	33	15	period	period	NOUN
easat-6131	33	16	from	from	ADP
easat-6131	33	17	1990	1990	NUM
easat-6131	33	18	to	to	ADP
easat-6131	33	19	2023	2023	NUM
easat-6131	33	20	to	to	PART
easat-6131	33	21	determine	determine	VERB
easat-6131	33	22	whether	whether	SCONJ
easat-6131	33	23	government	government	NOUN
easat-6131	33	24	expenditure	expenditure	NOUN
easat-6131	33	25	on	on	ADP
easat-6131	33	26	education	education	NOUN
easat-6131	33	27	and	and	CCONJ
easat-6131	33	28	health	health	NOUN
easat-6131	33	29	significantly	significantly	ADV
easat-6131	33	30	influences	influence	VERB
easat-6131	33	31	economic	economic	ADJ
easat-6131	33	32	growth	growth	NOUN
easat-6131	33	33	in	in	ADP
easat-6131	33	34	wamz	wamz	NOUN
easat-6131	33	35	.	.	PUNCT
easat-6131	34	1	this	this	DET
easat-6131	34	2	study	study	NOUN
easat-6131	34	3	aims	aim	VERB
easat-6131	34	4	to	to	PART
easat-6131	34	5	analyse	analyse	VERB
easat-6131	34	6	the	the	DET
easat-6131	34	7	impact	impact	NOUN
easat-6131	34	8	of	of	ADP
easat-6131	34	9	human	human	ADJ
easat-6131	34	10	capital	capital	NOUN
easat-6131	34	11	development	development	NOUN
easat-6131	34	12	,	,	PUNCT
easat-6131	34	13	measured	measure	VERB
easat-6131	34	14	through	through	ADP
easat-6131	34	15	government	government	NOUN
easat-6131	34	16	expenditure	expenditure	NOUN
easat-6131	34	17	on	on	ADP
easat-6131	34	18	education	education	NOUN
easat-6131	34	19	and	and	CCONJ
easat-6131	34	20	health	health	NOUN
easat-6131	34	21	,	,	PUNCT
easat-6131	34	22	on	on	ADP
easat-6131	34	23	economic	economic	ADJ
easat-6131	34	24	growth	growth	NOUN
easat-6131	34	25	in	in	ADP
easat-6131	34	26	wamz	wamz	NOUN
easat-6131	34	27	between	between	ADP
easat-6131	34	28	1990	1990	NUM
easat-6131	34	29	and	and	CCONJ
easat-6131	34	30	2023	2023	NUM
easat-6131	34	31	.	.	PUNCT
easat-6131	35	1	specifically	specifically	ADV
easat-6131	35	2	,	,	PUNCT
easat-6131	35	3	it	it	PRON
easat-6131	35	4	seeks	seek	VERB
easat-6131	35	5	to	to	PART
easat-6131	35	6	examine	examine	VERB
easat-6131	35	7	whether	whether	SCONJ
easat-6131	35	8	government	government	NOUN
easat-6131	35	9	expenditure	expenditure	NOUN
easat-6131	35	10	on	on	ADP
easat-6131	35	11	education	education	NOUN
easat-6131	35	12	significantly	significantly	ADV
easat-6131	35	13	impacts	impact	VERB
easat-6131	35	14	economic	economic	ADJ
easat-6131	35	15	growth	growth	NOUN
easat-6131	35	16	in	in	ADP
easat-6131	35	17	wamz	wamz	ADJ
easat-6131	35	18	member	member	NOUN
easat-6131	35	19	countries	country	NOUN
easat-6131	35	20	,	,	PUNCT
easat-6131	35	21	analyse	analyse	VERB
easat-6131	35	22	whether	whether	SCONJ
easat-6131	35	23	government	government	NOUN
easat-6131	35	24	expenditure	expenditure	NOUN
easat-6131	35	25	on	on	ADP
easat-6131	35	26	health	health	NOUN
easat-6131	35	27	contributes	contribute	VERB
easat-6131	35	28	meaningfully	meaningfully	ADV
easat-6131	35	29	to	to	ADP
easat-6131	35	30	economic	economic	ADJ
easat-6131	35	31	growth	growth	NOUN
easat-6131	35	32	,	,	PUNCT
easat-6131	35	33	and	and	CCONJ
easat-6131	35	34	investigate	investigate	VERB
easat-6131	35	35	a	a	DET
easat-6131	35	36	causal	causal	ADJ
easat-6131	35	37	relationship	relationship	NOUN
easat-6131	35	38	between	between	ADP
easat-6131	35	39	human	human	ADJ
easat-6131	35	40	capital	capital	NOUN
easat-6131	35	41	development	development	NOUN
easat-6131	35	42	and	and	CCONJ
easat-6131	35	43	economic	economic	ADJ
easat-6131	35	44	growth	growth	NOUN
easat-6131	35	45	within	within	ADP
easat-6131	35	46	the	the	DET
easat-6131	35	47	region	region	NOUN
easat-6131	35	48	.	.	PUNCT
easat-6131	36	1	by	by	ADP
easat-6131	36	2	addressing	address	VERB
easat-6131	36	3	these	these	DET
easat-6131	36	4	objectives	objective	NOUN
easat-6131	36	5	,	,	PUNCT
easat-6131	36	6	the	the	DET
easat-6131	36	7	study	study	NOUN
easat-6131	36	8	will	will	AUX
easat-6131	36	9	provide	provide	VERB
easat-6131	36	10	empirical	empirical	ADJ
easat-6131	36	11	evidence	evidence	NOUN
easat-6131	36	12	on	on	ADP
easat-6131	36	13	the	the	DET
easat-6131	36	14	effectiveness	effectiveness	NOUN
easat-6131	36	15	of	of	ADP
easat-6131	36	16	public	public	ADJ
easat-6131	36	17	spending	spending	NOUN
easat-6131	36	18	on	on	ADP
easat-6131	36	19	education	education	NOUN
easat-6131	36	20	and	and	CCONJ
easat-6131	36	21	healthcare	healthcare	NOUN
easat-6131	36	22	in	in	ADP
easat-6131	36	23	stimulating	stimulate	VERB
easat-6131	36	24	economic	economic	ADJ
easat-6131	36	25	performance	performance	NOUN
easat-6131	36	26	across	across	ADP
easat-6131	36	27	wamz	wamz	ADJ
easat-6131	36	28	countries	country	NOUN
easat-6131	36	29	.	.	PUNCT
easat-6131	37	1	understanding	understand	VERB
easat-6131	37	2	these	these	DET
easat-6131	37	3	relationships	relationship	NOUN
easat-6131	37	4	will	will	AUX
easat-6131	37	5	help	help	VERB
easat-6131	37	6	policymakers	policymaker	NOUN
easat-6131	37	7	optimise	optimise	VERB
easat-6131	37	8	budgetary	budgetary	ADJ
easat-6131	37	9	allocations	allocation	NOUN
easat-6131	37	10	toward	toward	ADP
easat-6131	37	11	human	human	ADJ
easat-6131	37	12	capital	capital	NOUN
easat-6131	37	13	development	development	NOUN
easat-6131	37	14	to	to	PART
easat-6131	37	15	foster	foster	VERB
easat-6131	37	16	long	long	ADJ
easat-6131	37	17	-	-	PUNCT
easat-6131	37	18	term	term	NOUN
easat-6131	37	19	economic	economic	ADJ
easat-6131	37	20	growth	growth	NOUN
easat-6131	37	21	.	.	PUNCT
easat-6131	38	1	despite	despite	SCONJ
easat-6131	38	2	the	the	DET
easat-6131	38	3	extensive	extensive	ADJ
easat-6131	38	4	literature	literature	NOUN
easat-6131	38	5	on	on	ADP
easat-6131	38	6	human	human	ADJ
easat-6131	38	7	capital	capital	NOUN
easat-6131	38	8	and	and	CCONJ
easat-6131	38	9	economic	economic	ADJ
easat-6131	38	10	growth	growth	NOUN
easat-6131	38	11	,	,	PUNCT
easat-6131	38	12	several	several	ADJ
easat-6131	38	13	research	research	NOUN
easat-6131	38	14	gaps	gap	NOUN
easat-6131	38	15	persist	persist	VERB
easat-6131	38	16	,	,	PUNCT
easat-6131	38	17	particularly	particularly	ADV
easat-6131	38	18	in	in	ADP
easat-6131	38	19	the	the	DET
easat-6131	38	20	context	context	NOUN
easat-6131	38	21	of	of	ADP
easat-6131	38	22	wamz	wamz	NOUN
easat-6131	38	23	.	.	PUNCT
easat-6131	39	1	most	most	ADJ
easat-6131	39	2	existing	exist	VERB
easat-6131	39	3	studies	study	NOUN
easat-6131	39	4	,	,	PUNCT
easat-6131	39	5	such	such	ADJ
easat-6131	39	6	as	as	ADP
easat-6131	39	7	those	those	PRON
easat-6131	39	8	by	by	ADP
easat-6131	39	9	teixeira	teixeira	PROPN
easat-6131	39	10	and	and	CCONJ
easat-6131	39	11	queirós	queiró	VERB
easat-6131	40	1	[	[	X
easat-6131	40	2	3	3	X
easat-6131	40	3	]	]	PUNCT
easat-6131	40	4	and	and	CCONJ
easat-6131	40	5	rahim	rahim	PROPN
easat-6131	40	6	,	,	PUNCT
easat-6131	40	7	et	et	PROPN
easat-6131	40	8	al	al	PROPN
easat-6131	40	9	.	.	PUNCT
easat-6131	41	1	[	[	X
easat-6131	41	2	6	6	NUM
easat-6131	41	3	]	]	PUNCT
easat-6131	41	4	examine	examine	VERB
easat-6131	41	5	human	human	ADJ
easat-6131	41	6	capital	capital	NOUN
easat-6131	41	7	's	's	PART
easat-6131	41	8	role	role	NOUN
easat-6131	41	9	in	in	ADP
easat-6131	41	10	economic	economic	ADJ
easat-6131	41	11	growth	growth	NOUN
easat-6131	41	12	using	use	VERB
easat-6131	41	13	global	global	ADJ
easat-6131	41	14	or	or	CCONJ
easat-6131	41	15	sub	sub	ADJ
easat-6131	41	16	-	-	ADJ
easat-6131	41	17	saharan	saharan	ADJ
easat-6131	41	18	african	african	ADJ
easat-6131	41	19	datasets	dataset	NOUN
easat-6131	41	20	,	,	PUNCT
easat-6131	41	21	often	often	ADV
easat-6131	41	22	neglecting	neglect	VERB
easat-6131	41	23	the	the	DET
easat-6131	41	24	specific	specific	ADJ
easat-6131	41	25	economic	economic	ADJ
easat-6131	41	26	and	and	CCONJ
easat-6131	41	27	institutional	institutional	ADJ
easat-6131	41	28	conditions	condition	NOUN
easat-6131	41	29	of	of	ADP
easat-6131	41	30	wamz	wamz	NOUN
easat-6131	41	31	.	.	PUNCT
easat-6131	42	1	additionally	additionally	ADV
easat-6131	42	2	,	,	PUNCT
easat-6131	42	3	previous	previous	ADJ
easat-6131	42	4	research	research	NOUN
easat-6131	42	5	commonly	commonly	ADV
easat-6131	42	6	employs	employ	VERB
easat-6131	42	7	traditional	traditional	ADJ
easat-6131	42	8	proxies	proxy	NOUN
easat-6131	42	9	such	such	ADJ
easat-6131	42	10	as	as	ADP
easat-6131	42	11	literacy	literacy	NOUN
easat-6131	42	12	rates	rate	NOUN
easat-6131	42	13	and	and	CCONJ
easat-6131	42	14	school	school	NOUN
easat-6131	42	15	enrollment	enrollment	NOUN
easat-6131	42	16	rather	rather	ADV
easat-6131	42	17	than	than	ADP
easat-6131	42	18	direct	direct	ADJ
easat-6131	42	19	government	government	NOUN
easat-6131	42	20	expenditure	expenditure	NOUN
easat-6131	42	21	on	on	ADP
easat-6131	42	22	education	education	NOUN
easat-6131	42	23	and	and	CCONJ
easat-6131	42	24	health	health	NOUN
easat-6131	42	25	,	,	PUNCT
easat-6131	42	26	which	which	PRON
easat-6131	42	27	are	be	AUX
easat-6131	42	28	more	more	ADV
easat-6131	42	29	accurate	accurate	ADJ
easat-6131	42	30	indicators	indicator	NOUN
easat-6131	42	31	of	of	ADP
easat-6131	42	32	policy	policy	NOUN
easat-6131	42	33	commitment	commitment	NOUN
easat-6131	42	34	to	to	ADP
easat-6131	42	35	human	human	ADJ
easat-6131	42	36	capital	capital	NOUN
easat-6131	42	37	development	development	NOUN
easat-6131	42	38	[	[	X
easat-6131	42	39	9	9	NUM
easat-6131	42	40	]	]	PUNCT
easat-6131	42	41	.	.	PUNCT
easat-6131	43	1	this	this	DET
easat-6131	43	2	study	study	NOUN
easat-6131	43	3	addresses	address	VERB
easat-6131	43	4	these	these	DET
easat-6131	43	5	gaps	gap	NOUN
easat-6131	43	6	by	by	ADP
easat-6131	43	7	incorporating	incorporate	VERB
easat-6131	43	8	government	government	NOUN
easat-6131	43	9	expenditure	expenditure	NOUN
easat-6131	43	10	data	datum	NOUN
easat-6131	43	11	from	from	ADP
easat-6131	43	12	1990	1990	NUM
easat-6131	43	13	to	to	ADP
easat-6131	43	14	2023	2023	NUM
easat-6131	43	15	,	,	PUNCT
easat-6131	43	16	providing	provide	VERB
easat-6131	43	17	a	a	DET
easat-6131	43	18	more	more	ADV
easat-6131	43	19	policyrelevant	policyrelevant	ADJ
easat-6131	43	20	analysis	analysis	NOUN
easat-6131	43	21	.	.	PUNCT
easat-6131	44	1	furthermore	furthermore	ADV
easat-6131	44	2	,	,	PUNCT
easat-6131	44	3	limited	limited	ADJ
easat-6131	44	4	empirical	empirical	ADJ
easat-6131	44	5	research	research	NOUN
easat-6131	44	6	has	have	AUX
easat-6131	44	7	applied	apply	VERB
easat-6131	44	8	the	the	DET
easat-6131	44	9	pooled	pool	VERB
easat-6131	44	10	mean	mean	NOUN
easat-6131	44	11	group	group	NOUN
easat-6131	44	12	(	(	PUNCT
easat-6131	44	13	pmg	pmg	PROPN
easat-6131	44	14	)	)	PUNCT
easat-6131	44	15	estimator	estimator	NOUN
easat-6131	44	16	,	,	PUNCT
easat-6131	44	17	particularly	particularly	ADV
easat-6131	44	18	useful	useful	ADJ
easat-6131	44	19	in	in	ADP
easat-6131	44	20	distinguishing	distinguish	VERB
easat-6131	44	21	long	long	ADJ
easat-6131	44	22	-	-	PUNCT
easat-6131	44	23	run	run	NOUN
easat-6131	44	24	homogeneity	homogeneity	NOUN
easat-6131	44	25	from	from	ADP
easat-6131	44	26	short	short	ADJ
easat-6131	44	27	-	-	PUNCT
easat-6131	44	28	run	run	NOUN
easat-6131	44	29	heterogeneity	heterogeneity	NOUN
easat-6131	44	30	across	across	ADP
easat-6131	44	31	wamz	wamz	ADJ
easat-6131	44	32	countries	country	NOUN
easat-6131	44	33	.	.	PUNCT
easat-6131	45	1	existing	exist	VERB
easat-6131	45	2	studies	study	NOUN
easat-6131	45	3	often	often	ADV
easat-6131	45	4	rely	rely	VERB
easat-6131	45	5	on	on	ADP
easat-6131	45	6	static	static	ADJ
easat-6131	45	7	models	model	NOUN
easat-6131	45	8	that	that	PRON
easat-6131	45	9	fail	fail	VERB
easat-6131	45	10	to	to	PART
easat-6131	45	11	capture	capture	VERB
easat-6131	45	12	the	the	DET
easat-6131	45	13	dynamic	dynamic	ADJ
easat-6131	45	14	interactions	interaction	NOUN
easat-6131	45	15	between	between	ADP
easat-6131	45	16	human	human	ADJ
easat-6131	45	17	capital	capital	NOUN
easat-6131	45	18	investments	investment	NOUN
easat-6131	45	19	and	and	CCONJ
easat-6131	45	20	economic	economic	ADJ
easat-6131	45	21	growth	growth	NOUN
easat-6131	45	22	over	over	ADP
easat-6131	45	23	time	time	NOUN
easat-6131	45	24	[	[	X
easat-6131	45	25	10	10	NUM
easat-6131	45	26	]	]	PUNCT
easat-6131	45	27	.	.	PUNCT
easat-6131	46	1	additionally	additionally	ADV
easat-6131	46	2	,	,	PUNCT
easat-6131	46	3	while	while	SCONJ
easat-6131	46	4	some	some	DET
easat-6131	46	5	studies	study	NOUN
easat-6131	46	6	have	have	AUX
easat-6131	46	7	explored	explore	VERB
easat-6131	46	8	the	the	DET
easat-6131	46	9	short	short	ADJ
easat-6131	46	10	-	-	PUNCT
easat-6131	46	11	run	run	NOUN
easat-6131	46	12	effects	effect	NOUN
easat-6131	46	13	of	of	ADP
easat-6131	46	14	education	education	NOUN
easat-6131	46	15	and	and	CCONJ
easat-6131	46	16	healthcare	healthcare	NOUN
easat-6131	46	17	spending	spending	NOUN
easat-6131	46	18	,	,	PUNCT
easat-6131	46	19	the	the	DET
easat-6131	46	20	longrun	longrun	PROPN
easat-6131	46	21	impact	impact	NOUN
easat-6131	46	22	remains	remain	VERB
easat-6131	46	23	underexplored	underexplored	ADJ
easat-6131	46	24	,	,	PUNCT
easat-6131	46	25	making	make	VERB
easat-6131	46	26	further	further	ADJ
easat-6131	46	27	empirical	empirical	ADJ
easat-6131	46	28	inquiry	inquiry	NOUN
easat-6131	46	29	necessary	necessary	ADJ
easat-6131	46	30	.	.	PUNCT
easat-6131	47	1	given	give	VERB
easat-6131	47	2	the	the	DET
easat-6131	47	3	persistent	persistent	ADJ
easat-6131	47	4	economic	economic	ADJ
easat-6131	47	5	challenges	challenge	NOUN
easat-6131	47	6	wamz	wamz	VERB
easat-6131	47	7	countries	country	NOUN
easat-6131	47	8	face	face	VERB
easat-6131	47	9	,	,	PUNCT
easat-6131	47	10	including	include	VERB
easat-6131	47	11	low	low	ADJ
easat-6131	47	12	human	human	ADJ
easat-6131	47	13	capital	capital	NOUN
easat-6131	47	14	investment	investment	NOUN
easat-6131	47	15	,	,	PUNCT
easat-6131	47	16	high	high	ADJ
easat-6131	47	17	poverty	poverty	NOUN
easat-6131	47	18	rates	rate	NOUN
easat-6131	47	19	,	,	PUNCT
easat-6131	47	20	and	and	CCONJ
easat-6131	47	21	underdeveloped	underdeveloped	ADJ
easat-6131	47	22	healthcare	healthcare	NOUN
easat-6131	47	23	systems	system	NOUN
easat-6131	47	24	,	,	PUNCT
easat-6131	47	25	this	this	DET
easat-6131	47	26	study	study	NOUN
easat-6131	47	27	provides	provide	VERB
easat-6131	47	28	empirical	empirical	ADJ
easat-6131	47	29	evidence	evidence	NOUN
easat-6131	47	30	to	to	PART
easat-6131	47	31	guide	guide	VERB
easat-6131	47	32	policy	policy	NOUN
easat-6131	47	33	decisions	decision	NOUN
easat-6131	47	34	.	.	PUNCT
easat-6131	48	1	by	by	ADP
easat-6131	48	2	analysing	analyse	VERB
easat-6131	48	3	the	the	DET
easat-6131	48	4	impact	impact	NOUN
easat-6131	48	5	of	of	ADP
easat-6131	48	6	government	government	NOUN
easat-6131	48	7	expenditure	expenditure	NOUN
easat-6131	48	8	on	on	ADP
easat-6131	48	9	education	education	NOUN
easat-6131	48	10	and	and	CCONJ
easat-6131	48	11	health	health	NOUN
easat-6131	48	12	using	use	VERB
easat-6131	48	13	the	the	DET
easat-6131	48	14	augmented	augment	VERB
easat-6131	48	15	[	[	X
easat-6131	48	16	1	1	NUM
easat-6131	48	17	]	]	X
easat-6131	48	18	human	human	ADJ
easat-6131	48	19	capital	capital	NOUN
easat-6131	48	20	growth	growth	NOUN
easat-6131	48	21	model	model	NOUN
easat-6131	48	22	,	,	PUNCT
easat-6131	48	23	this	this	DET
easat-6131	48	24	research	research	NOUN
easat-6131	48	25	offers	offer	VERB
easat-6131	48	26	a	a	DET
easat-6131	48	27	comprehensive	comprehensive	ADJ
easat-6131	48	28	understanding	understanding	NOUN
easat-6131	48	29	of	of	ADP
easat-6131	48	30	how	how	SCONJ
easat-6131	48	31	human	human	ADJ
easat-6131	48	32	capital	capital	NOUN
easat-6131	48	33	development	development	NOUN
easat-6131	48	34	influences	influence	VERB
easat-6131	48	35	economic	economic	ADJ
easat-6131	48	36	growth	growth	NOUN
easat-6131	48	37	in	in	ADP
easat-6131	48	38	wamz	wamz	NOUN
easat-6131	48	39	between	between	ADP
easat-6131	48	40	1990	1990	NUM
easat-6131	48	41	and	and	CCONJ
easat-6131	48	42	2023	2023	NUM
easat-6131	48	43	.	.	PUNCT
easat-6131	49	1	furthermore	furthermore	ADV
easat-6131	49	2	,	,	PUNCT
easat-6131	49	3	by	by	ADP
easat-6131	49	4	incorporating	incorporate	VERB
easat-6131	49	5	macroeconomic	macroeconomic	ADJ
easat-6131	49	6	variables	variable	NOUN
easat-6131	49	7	such	such	ADJ
easat-6131	49	8	as	as	ADP
easat-6131	49	9	trade	trade	NOUN
easat-6131	49	10	openness	openness	NOUN
easat-6131	49	11	,	,	PUNCT
easat-6131	49	12	foreign	foreign	ADJ
easat-6131	49	13	direct	direct	ADJ
easat-6131	49	14	investment	investment	NOUN
easat-6131	49	15	,	,	PUNCT
easat-6131	49	16	labour	labour	NOUN
easat-6131	49	17	force	force	NOUN
easat-6131	49	18	participation	participation	NOUN
easat-6131	49	19	,	,	PUNCT
easat-6131	49	20	and	and	CCONJ
easat-6131	49	21	gross	gross	ADJ
easat-6131	49	22	fixed	fix	VERB
easat-6131	49	23	capital	capital	NOUN
easat-6131	49	24	formation	formation	NOUN
easat-6131	49	25	,	,	PUNCT
easat-6131	49	26	this	this	DET
easat-6131	49	27	study	study	NOUN
easat-6131	49	28	presents	present	VERB
easat-6131	49	29	a	a	DET
easat-6131	49	30	more	more	ADV
easat-6131	49	31	holistic	holistic	ADJ
easat-6131	49	32	perspective	perspective	NOUN
easat-6131	49	33	on	on	ADP
easat-6131	49	34	the	the	DET
easat-6131	49	35	key	key	ADJ
easat-6131	49	36	drivers	driver	NOUN
easat-6131	49	37	of	of	ADP
easat-6131	49	38	economic	economic	ADJ
easat-6131	49	39	performance	performance	NOUN
easat-6131	49	40	in	in	ADP
easat-6131	49	41	wamz	wamz	NOUN
easat-6131	49	42	.	.	PUNCT
easat-6131	50	1	the	the	DET
easat-6131	50	2	findings	finding	NOUN
easat-6131	50	3	will	will	AUX
easat-6131	50	4	provide	provide	VERB
easat-6131	50	5	policymakers	policymaker	NOUN
easat-6131	50	6	with	with	ADP
easat-6131	50	7	valuable	valuable	ADJ
easat-6131	50	8	insights	insight	NOUN
easat-6131	50	9	to	to	PART
easat-6131	50	10	optimise	optimise	VERB
easat-6131	50	11	government	government	NOUN
easat-6131	50	12	spending	spending	NOUN
easat-6131	50	13	on	on	ADP
easat-6131	50	14	education	education	NOUN
easat-6131	50	15	and	and	CCONJ
easat-6131	50	16	healthcare	healthcare	PROPN
easat-6131	50	17	,	,	PUNCT
easat-6131	50	18	ensuring	ensure	VERB
easat-6131	50	19	that	that	SCONJ
easat-6131	50	20	human	human	ADJ
easat-6131	50	21	capital	capital	NOUN
easat-6131	50	22	investments	investment	NOUN
easat-6131	50	23	contribute	contribute	VERB
easat-6131	50	24	effectively	effectively	ADV
easat-6131	50	25	to	to	ADP
easat-6131	50	26	long	long	ADJ
easat-6131	50	27	-	-	PUNCT
easat-6131	50	28	term	term	NOUN
easat-6131	50	29	economic	economic	ADJ
easat-6131	50	30	938	938	NUM
easat-6131	50	31	edelweiss	edelweiss	PROPN
easat-6131	50	32	applied	apply	VERB
easat-6131	50	33	science	science	NOUN
easat-6131	50	34	and	and	CCONJ
easat-6131	50	35	technology	technology	NOUN
easat-6131	50	36	issn	issn	PROPN
easat-6131	50	37	:	:	PUNCT
easat-6131	50	38	2576	2576	NUM
easat-6131	50	39	-	-	SYM
easat-6131	50	40	8484	8484	NUM
easat-6131	50	41	vol	vol	NOUN
easat-6131	50	42	.	.	PROPN
easat-6131	51	1	9	9	NUM
easat-6131	51	2	,	,	PUNCT
easat-6131	51	3	no	no	INTJ
easat-6131	51	4	.	.	NOUN
easat-6131	52	1	4	4	NUM
easat-6131	52	2	:	:	PUNCT
easat-6131	52	3	936	936	NUM
easat-6131	52	4	-	-	SYM
easat-6131	52	5	949	949	NUM
easat-6131	52	6	,	,	PUNCT
easat-6131	52	7	2025	2025	NUM
easat-6131	52	8	doi	doi	NOUN
easat-6131	52	9	:	:	PUNCT
easat-6131	52	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	52	11	©	©	PROPN
easat-6131	52	12	2025	2025	NUM
easat-6131	52	13	by	by	ADP
easat-6131	52	14	the	the	DET
easat-6131	52	15	authors	author	NOUN
easat-6131	52	16	;	;	PUNCT
easat-6131	53	1	licensee	licensee	PROPN
easat-6131	53	2	learning	learn	VERB
easat-6131	53	3	gate	gate	PROPN
easat-6131	53	4	development	development	NOUN
easat-6131	53	5	.	.	PUNCT
easat-6131	54	1	moreover	moreover	ADV
easat-6131	54	2	,	,	PUNCT
easat-6131	54	3	this	this	DET
easat-6131	54	4	research	research	NOUN
easat-6131	54	5	will	will	AUX
easat-6131	54	6	enrich	enrich	VERB
easat-6131	54	7	the	the	DET
easat-6131	54	8	empirical	empirical	ADJ
easat-6131	54	9	literature	literature	NOUN
easat-6131	54	10	on	on	ADP
easat-6131	54	11	human	human	ADJ
easat-6131	54	12	capital	capital	NOUN
easat-6131	54	13	development	development	NOUN
easat-6131	54	14	in	in	ADP
easat-6131	54	15	developing	develop	VERB
easat-6131	54	16	economies	economy	NOUN
easat-6131	54	17	by	by	ADP
easat-6131	54	18	employing	employ	VERB
easat-6131	54	19	robust	robust	ADJ
easat-6131	54	20	econometric	econometric	ADJ
easat-6131	54	21	techniques	technique	NOUN
easat-6131	54	22	,	,	PUNCT
easat-6131	54	23	such	such	ADJ
easat-6131	54	24	as	as	ADP
easat-6131	54	25	log	log	NOUN
easat-6131	54	26	-	-	PUNCT
easat-6131	54	27	linear	linear	NOUN
easat-6131	54	28	modelling	modelling	NOUN
easat-6131	54	29	and	and	CCONJ
easat-6131	54	30	the	the	DET
easat-6131	54	31	pmg	pmg	PROPN
easat-6131	54	32	estimator	estimator	NOUN
easat-6131	54	33	.	.	PUNCT
easat-6131	55	1	ultimately	ultimately	ADV
easat-6131	55	2	,	,	PUNCT
easat-6131	55	3	this	this	DET
easat-6131	55	4	study	study	NOUN
easat-6131	55	5	aims	aim	VERB
easat-6131	55	6	to	to	PART
easat-6131	55	7	bridge	bridge	VERB
easat-6131	55	8	the	the	DET
easat-6131	55	9	knowledge	knowledge	NOUN
easat-6131	55	10	gap	gap	NOUN
easat-6131	55	11	by	by	ADP
easat-6131	55	12	offering	offer	VERB
easat-6131	55	13	a	a	DET
easat-6131	55	14	regionspecific	regionspecific	ADJ
easat-6131	55	15	analysis	analysis	NOUN
easat-6131	55	16	that	that	PRON
easat-6131	55	17	can	can	AUX
easat-6131	55	18	inform	inform	VERB
easat-6131	55	19	better	well	ADJ
easat-6131	55	20	policymaking	policymaking	NOUN
easat-6131	55	21	in	in	ADP
easat-6131	55	22	wamz	wamz	NOUN
easat-6131	55	23	and	and	CCONJ
easat-6131	55	24	contribute	contribute	VERB
easat-6131	55	25	to	to	ADP
easat-6131	55	26	the	the	DET
easat-6131	55	27	broader	broad	ADJ
easat-6131	55	28	discourse	discourse	NOUN
easat-6131	55	29	on	on	ADP
easat-6131	55	30	the	the	DET
easat-6131	55	31	role	role	NOUN
easat-6131	55	32	of	of	ADP
easat-6131	55	33	human	human	ADJ
easat-6131	55	34	capital	capital	NOUN
easat-6131	55	35	in	in	ADP
easat-6131	55	36	economic	economic	ADJ
easat-6131	55	37	growth	growth	NOUN
easat-6131	55	38	.	.	PUNCT
easat-6131	56	1	2	2	X
easat-6131	56	2	.	.	X
easat-6131	56	3	literature	literature	NOUN
easat-6131	56	4	review	review	VERB
easat-6131	56	5	the	the	DET
easat-6131	56	6	relationship	relationship	NOUN
easat-6131	56	7	between	between	ADP
easat-6131	56	8	human	human	ADJ
easat-6131	56	9	capital	capital	NOUN
easat-6131	56	10	development	development	NOUN
easat-6131	56	11	and	and	CCONJ
easat-6131	56	12	economic	economic	ADJ
easat-6131	56	13	growth	growth	NOUN
easat-6131	56	14	has	have	AUX
easat-6131	56	15	been	be	AUX
easat-6131	56	16	extensively	extensively	ADV
easat-6131	56	17	analysed	analyse	VERB
easat-6131	56	18	across	across	ADP
easat-6131	56	19	different	different	ADJ
easat-6131	56	20	economic	economic	ADJ
easat-6131	56	21	contexts	contexts	NOUN
easat-6131	56	22	.	.	PUNCT
easat-6131	57	1	cleeve	cleeve	VERB
easat-6131	57	2	,	,	PUNCT
easat-6131	57	3	et	et	PROPN
easat-6131	57	4	al	al	PROPN
easat-6131	57	5	.	.	PUNCT
easat-6131	58	1	[	[	X
easat-6131	58	2	5	5	NUM
easat-6131	58	3	]	]	PUNCT
easat-6131	58	4	explored	explore	VERB
easat-6131	58	5	how	how	SCONJ
easat-6131	58	6	human	human	ADJ
easat-6131	58	7	capital	capital	NOUN
easat-6131	58	8	influences	influence	VERB
easat-6131	58	9	foreign	foreign	ADJ
easat-6131	58	10	direct	direct	ADJ
easat-6131	58	11	investment	investment	NOUN
easat-6131	58	12	(	(	PUNCT
easat-6131	58	13	fdi	fdi	NOUN
easat-6131	58	14	)	)	PUNCT
easat-6131	58	15	inflows	inflow	NOUN
easat-6131	58	16	in	in	ADP
easat-6131	58	17	sub	sub	ADJ
easat-6131	58	18	-	-	ADJ
easat-6131	58	19	saharan	saharan	ADJ
easat-6131	58	20	africa	africa	PROPN
easat-6131	58	21	,	,	PUNCT
easat-6131	58	22	highlighting	highlight	VERB
easat-6131	58	23	that	that	SCONJ
easat-6131	58	24	while	while	SCONJ
easat-6131	58	25	human	human	ADJ
easat-6131	58	26	capital	capital	NOUN
easat-6131	58	27	significantly	significantly	ADV
easat-6131	58	28	affects	affect	VERB
easat-6131	58	29	fdi	fdi	PROPN
easat-6131	58	30	,	,	PUNCT
easat-6131	58	31	its	its	PRON
easat-6131	58	32	role	role	NOUN
easat-6131	58	33	has	have	AUX
easat-6131	58	34	not	not	PART
easat-6131	58	35	increased	increase	VERB
easat-6131	58	36	over	over	ADP
easat-6131	58	37	time	time	NOUN
easat-6131	58	38	,	,	PUNCT
easat-6131	58	39	likely	likely	ADJ
easat-6131	58	40	due	due	ADP
easat-6131	58	41	to	to	ADP
easat-6131	58	42	the	the	DET
easat-6131	58	43	type	type	NOUN
easat-6131	58	44	of	of	ADP
easat-6131	58	45	investments	investment	NOUN
easat-6131	58	46	flowing	flow	VERB
easat-6131	58	47	into	into	ADP
easat-6131	58	48	the	the	DET
easat-6131	58	49	region	region	NOUN
easat-6131	58	50	.	.	PUNCT
easat-6131	59	1	teixeira	teixeira	PROPN
easat-6131	59	2	and	and	CCONJ
easat-6131	59	3	queirós	queiró	VERB
easat-6131	60	1	[	[	X
easat-6131	60	2	3	3	X
easat-6131	60	3	]	]	PUNCT
easat-6131	60	4	provided	provide	VERB
easat-6131	60	5	further	further	ADJ
easat-6131	60	6	insight	insight	NOUN
easat-6131	60	7	by	by	ADP
easat-6131	60	8	incorporating	incorporate	VERB
easat-6131	60	9	supply	supply	NOUN
easat-6131	60	10	and	and	CCONJ
easat-6131	60	11	demand	demand	NOUN
easat-6131	60	12	-	-	PUNCT
easat-6131	60	13	side	side	NOUN
easat-6131	60	14	determinants	determinant	NOUN
easat-6131	60	15	,	,	PUNCT
easat-6131	60	16	demonstrating	demonstrate	VERB
easat-6131	60	17	that	that	SCONJ
easat-6131	60	18	human	human	ADJ
easat-6131	60	19	capital	capital	NOUN
easat-6131	60	20	and	and	CCONJ
easat-6131	60	21	structural	structural	ADJ
easat-6131	60	22	changes	change	NOUN
easat-6131	60	23	in	in	ADP
easat-6131	60	24	high	high	ADJ
easat-6131	60	25	-	-	PUNCT
easat-6131	60	26	knowledge	knowledge	NOUN
easat-6131	60	27	industries	industry	NOUN
easat-6131	60	28	significantly	significantly	ADV
easat-6131	60	29	influence	influence	VERB
easat-6131	60	30	economic	economic	ADJ
easat-6131	60	31	growth	growth	NOUN
easat-6131	60	32	.	.	PUNCT
easat-6131	61	1	similarly	similarly	ADV
easat-6131	61	2	,	,	PUNCT
easat-6131	61	3	rahim	rahim	PROPN
easat-6131	61	4	,	,	PUNCT
easat-6131	61	5	et	et	PROPN
easat-6131	61	6	al	al	PROPN
easat-6131	61	7	.	.	PUNCT
easat-6131	62	1	[	[	X
easat-6131	62	2	6	6	NUM
easat-6131	62	3	]	]	PUNCT
easat-6131	62	4	found	find	VERB
easat-6131	62	5	that	that	SCONJ
easat-6131	62	6	human	human	ADJ
easat-6131	62	7	capital	capital	NOUN
easat-6131	62	8	development	development	NOUN
easat-6131	62	9	moderates	moderate	VERB
easat-6131	62	10	the	the	DET
easat-6131	62	11	adverse	adverse	ADJ
easat-6131	62	12	effects	effect	NOUN
easat-6131	62	13	of	of	ADP
easat-6131	62	14	natural	natural	ADJ
easat-6131	62	15	resource	resource	NOUN
easat-6131	62	16	dependence	dependence	NOUN
easat-6131	62	17	in	in	ADP
easat-6131	62	18	the	the	DET
easat-6131	62	19	next	next	ADJ
easat-6131	62	20	eleven	eleven	NUM
easat-6131	62	21	countries	country	NOUN
easat-6131	62	22	,	,	PUNCT
easat-6131	62	23	mitigating	mitigate	VERB
easat-6131	62	24	the	the	DET
easat-6131	62	25	resource	resource	NOUN
easat-6131	62	26	curse	curse	NOUN
easat-6131	62	27	and	and	CCONJ
easat-6131	62	28	enhancing	enhance	VERB
easat-6131	62	29	economic	economic	ADJ
easat-6131	62	30	growth	growth	NOUN
easat-6131	62	31	.	.	PUNCT
easat-6131	63	1	jemiluyi	jemiluyi	ADJ
easat-6131	63	2	and	and	CCONJ
easat-6131	63	3	jeke	jeke	PROPN
easat-6131	63	4	[	[	X
easat-6131	63	5	4	4	X
easat-6131	63	6	]	]	PUNCT
easat-6131	63	7	reinforced	reinforce	VERB
easat-6131	63	8	these	these	DET
easat-6131	63	9	findings	finding	NOUN
easat-6131	63	10	in	in	ADP
easat-6131	63	11	the	the	DET
easat-6131	63	12	nigerian	nigerian	ADJ
easat-6131	63	13	context	context	NOUN
easat-6131	63	14	by	by	ADP
easat-6131	63	15	showing	show	VERB
easat-6131	63	16	that	that	SCONJ
easat-6131	63	17	human	human	ADJ
easat-6131	63	18	capital	capital	NOUN
easat-6131	63	19	plays	play	VERB
easat-6131	63	20	a	a	DET
easat-6131	63	21	crucial	crucial	ADJ
easat-6131	63	22	role	role	NOUN
easat-6131	63	23	in	in	ADP
easat-6131	63	24	transforming	transform	VERB
easat-6131	63	25	urbanisation	urbanisation	NOUN
easat-6131	63	26	into	into	ADP
easat-6131	63	27	an	an	DET
easat-6131	63	28	economic	economic	ADJ
easat-6131	63	29	growth	growth	NOUN
easat-6131	63	30	driver	driver	NOUN
easat-6131	63	31	.	.	PUNCT
easat-6131	64	1	these	these	DET
easat-6131	64	2	studies	study	NOUN
easat-6131	64	3	collectively	collectively	ADV
easat-6131	64	4	suggest	suggest	VERB
easat-6131	64	5	that	that	SCONJ
easat-6131	64	6	while	while	SCONJ
easat-6131	64	7	human	human	ADJ
easat-6131	64	8	capital	capital	NOUN
easat-6131	64	9	is	be	AUX
easat-6131	64	10	a	a	DET
easat-6131	64	11	key	key	ADJ
easat-6131	64	12	determinant	determinant	NOUN
easat-6131	64	13	of	of	ADP
easat-6131	64	14	economic	economic	ADJ
easat-6131	64	15	growth	growth	NOUN
easat-6131	64	16	,	,	PUNCT
easat-6131	64	17	its	its	PRON
easat-6131	64	18	effectiveness	effectiveness	NOUN
easat-6131	64	19	depends	depend	VERB
easat-6131	64	20	on	on	ADP
easat-6131	64	21	how	how	SCONJ
easat-6131	64	22	well	well	ADV
easat-6131	64	23	it	it	PRON
easat-6131	64	24	integrates	integrate	VERB
easat-6131	64	25	with	with	ADP
easat-6131	64	26	other	other	ADJ
easat-6131	64	27	macroeconomic	macroeconomic	ADJ
easat-6131	64	28	factors	factor	NOUN
easat-6131	64	29	such	such	ADJ
easat-6131	64	30	as	as	ADP
easat-6131	64	31	fdi	fdi	PROPN
easat-6131	64	32	,	,	PUNCT
easat-6131	64	33	industrial	industrial	ADJ
easat-6131	64	34	structure	structure	NOUN
easat-6131	64	35	,	,	PUNCT
easat-6131	64	36	and	and	CCONJ
easat-6131	64	37	natural	natural	ADJ
easat-6131	64	38	resource	resource	NOUN
easat-6131	64	39	utilisation	utilisation	NOUN
easat-6131	64	40	.	.	PUNCT
easat-6131	65	1	further	further	ADJ
easat-6131	65	2	empirical	empirical	ADJ
easat-6131	65	3	evidence	evidence	NOUN
easat-6131	65	4	emphasises	emphasise	VERB
easat-6131	65	5	the	the	DET
easat-6131	65	6	interaction	interaction	NOUN
easat-6131	65	7	between	between	ADP
easat-6131	65	8	financial	financial	ADJ
easat-6131	65	9	development	development	NOUN
easat-6131	65	10	,	,	PUNCT
easat-6131	65	11	human	human	ADJ
easat-6131	65	12	capital	capital	NOUN
easat-6131	65	13	,	,	PUNCT
easat-6131	65	14	and	and	CCONJ
easat-6131	65	15	economic	economic	ADJ
easat-6131	65	16	growth	growth	NOUN
easat-6131	65	17	.	.	PUNCT
easat-6131	66	1	abubakar	abubakar	PROPN
easat-6131	66	2	,	,	PUNCT
easat-6131	66	3	et	et	PROPN
easat-6131	66	4	al	al	PROPN
easat-6131	66	5	.	.	PUNCT
easat-6131	67	1	[	[	X
easat-6131	67	2	8	8	NUM
easat-6131	67	3	]	]	PUNCT
easat-6131	67	4	investigated	investigate	VERB
easat-6131	67	5	the	the	DET
easat-6131	67	6	role	role	NOUN
easat-6131	67	7	of	of	ADP
easat-6131	67	8	financial	financial	ADJ
easat-6131	67	9	development	development	NOUN
easat-6131	67	10	in	in	ADP
easat-6131	67	11	the	the	DET
easat-6131	67	12	ecowas	ecowas	PROPN
easat-6131	67	13	region	region	NOUN
easat-6131	67	14	,	,	PUNCT
easat-6131	67	15	showing	show	VERB
easat-6131	67	16	that	that	SCONJ
easat-6131	67	17	private	private	ADJ
easat-6131	67	18	-	-	PUNCT
easat-6131	67	19	sector	sector	NOUN
easat-6131	67	20	credit	credit	NOUN
easat-6131	67	21	significantly	significantly	ADV
easat-6131	67	22	influences	influence	VERB
easat-6131	67	23	economic	economic	ADJ
easat-6131	67	24	growth	growth	NOUN
easat-6131	67	25	through	through	ADP
easat-6131	67	26	human	human	ADJ
easat-6131	67	27	capital	capital	NOUN
easat-6131	67	28	accumulation	accumulation	NOUN
easat-6131	67	29	.	.	PUNCT
easat-6131	68	1	sarwar	sarwar	PROPN
easat-6131	68	2	,	,	PUNCT
easat-6131	68	3	et	et	PROPN
easat-6131	68	4	al	al	PROPN
easat-6131	68	5	.	.	PUNCT
easat-6131	69	1	[	[	X
easat-6131	69	2	11	11	NUM
easat-6131	69	3	]	]	PUNCT
easat-6131	69	4	extended	extend	VERB
easat-6131	69	5	this	this	DET
easat-6131	69	6	discussion	discussion	NOUN
easat-6131	69	7	by	by	ADP
easat-6131	69	8	examining	examine	VERB
easat-6131	69	9	the	the	DET
easat-6131	69	10	role	role	NOUN
easat-6131	69	11	of	of	ADP
easat-6131	69	12	human	human	ADJ
easat-6131	69	13	capital	capital	NOUN
easat-6131	69	14	in	in	ADP
easat-6131	69	15	emerging	emerge	VERB
easat-6131	69	16	economies	economy	NOUN
easat-6131	69	17	,	,	PUNCT
easat-6131	69	18	finding	find	VERB
easat-6131	69	19	that	that	SCONJ
easat-6131	69	20	financial	financial	ADJ
easat-6131	69	21	development	development	NOUN
easat-6131	69	22	and	and	CCONJ
easat-6131	69	23	human	human	ADJ
easat-6131	69	24	capital	capital	NOUN
easat-6131	69	25	interactively	interactively	ADV
easat-6131	69	26	contribute	contribute	VERB
easat-6131	69	27	to	to	ADP
easat-6131	69	28	economic	economic	ADJ
easat-6131	69	29	growth	growth	NOUN
easat-6131	69	30	.	.	PUNCT
easat-6131	70	1	additionally	additionally	ADV
easat-6131	70	2	,	,	PUNCT
easat-6131	70	3	jie	jie	PROPN
easat-6131	70	4	and	and	CCONJ
easat-6131	70	5	lan	lan	PROPN
easat-6131	70	6	[	[	X
easat-6131	70	7	7	7	X
easat-6131	70	8	]	]	PUNCT
easat-6131	70	9	highlighted	highlight	VERB
easat-6131	70	10	the	the	DET
easat-6131	70	11	complex	complex	ADJ
easat-6131	70	12	interplay	interplay	NOUN
easat-6131	70	13	between	between	ADP
easat-6131	70	14	human	human	ADJ
easat-6131	70	15	capital	capital	NOUN
easat-6131	70	16	,	,	PUNCT
easat-6131	70	17	natural	natural	ADJ
easat-6131	70	18	resources	resource	NOUN
easat-6131	70	19	,	,	PUNCT
easat-6131	70	20	and	and	CCONJ
easat-6131	70	21	economic	economic	ADJ
easat-6131	70	22	growth	growth	NOUN
easat-6131	70	23	,	,	PUNCT
easat-6131	70	24	revealing	reveal	VERB
easat-6131	70	25	an	an	DET
easat-6131	70	26	inverse	inverse	NOUN
easat-6131	70	27	ushaped	ushape	VERB
easat-6131	70	28	relationship	relationship	NOUN
easat-6131	70	29	,	,	PUNCT
easat-6131	70	30	where	where	SCONJ
easat-6131	70	31	financial	financial	ADJ
easat-6131	70	32	sector	sector	NOUN
easat-6131	70	33	expansion	expansion	NOUN
easat-6131	70	34	initially	initially	ADV
easat-6131	70	35	enhances	enhance	VERB
easat-6131	70	36	human	human	ADJ
easat-6131	70	37	capital	capital	NOUN
easat-6131	70	38	's	's	PART
easat-6131	70	39	contribution	contribution	NOUN
easat-6131	70	40	to	to	ADP
easat-6131	70	41	growth	growth	NOUN
easat-6131	70	42	but	but	CCONJ
easat-6131	70	43	later	later	ADV
easat-6131	70	44	limits	limit	NOUN
easat-6131	70	45	sustainable	sustainable	ADJ
easat-6131	70	46	development	development	NOUN
easat-6131	70	47	.	.	PUNCT
easat-6131	71	1	these	these	DET
easat-6131	71	2	findings	finding	NOUN
easat-6131	71	3	indicate	indicate	VERB
easat-6131	71	4	that	that	SCONJ
easat-6131	71	5	while	while	SCONJ
easat-6131	71	6	human	human	ADJ
easat-6131	71	7	capital	capital	NOUN
easat-6131	71	8	investments	investment	NOUN
easat-6131	71	9	are	be	AUX
easat-6131	71	10	crucial	crucial	ADJ
easat-6131	71	11	,	,	PUNCT
easat-6131	71	12	their	their	PRON
easat-6131	71	13	effectiveness	effectiveness	NOUN
easat-6131	71	14	is	be	AUX
easat-6131	71	15	contingent	contingent	ADJ
easat-6131	71	16	on	on	ADP
easat-6131	71	17	complementary	complementary	ADJ
easat-6131	71	18	financial	financial	ADJ
easat-6131	71	19	and	and	CCONJ
easat-6131	71	20	economic	economic	ADJ
easat-6131	71	21	policies	policy	NOUN
easat-6131	71	22	.	.	PUNCT
easat-6131	72	1	other	other	ADJ
easat-6131	72	2	studies	study	NOUN
easat-6131	72	3	have	have	AUX
easat-6131	72	4	examined	examine	VERB
easat-6131	72	5	the	the	DET
easat-6131	72	6	role	role	NOUN
easat-6131	72	7	of	of	ADP
easat-6131	72	8	human	human	ADJ
easat-6131	72	9	capital	capital	NOUN
easat-6131	72	10	composition	composition	NOUN
easat-6131	72	11	and	and	CCONJ
easat-6131	72	12	investment	investment	NOUN
easat-6131	72	13	in	in	ADP
easat-6131	72	14	shaping	shape	VERB
easat-6131	72	15	longterm	longterm	ADJ
easat-6131	72	16	economic	economic	ADJ
easat-6131	72	17	outcomes	outcome	NOUN
easat-6131	72	18	.	.	PUNCT
easat-6131	73	1	ma	ma	PROPN
easat-6131	73	2	,	,	PUNCT
easat-6131	73	3	et	et	PROPN
easat-6131	73	4	al	al	PROPN
easat-6131	73	5	.	.	PUNCT
easat-6131	74	1	[	[	X
easat-6131	74	2	9	9	NUM
easat-6131	74	3	]	]	PUNCT
easat-6131	74	4	demonstrated	demonstrate	VERB
easat-6131	74	5	that	that	SCONJ
easat-6131	74	6	higher	high	ADJ
easat-6131	74	7	education	education	NOUN
easat-6131	74	8	investment	investment	NOUN
easat-6131	74	9	significantly	significantly	ADV
easat-6131	74	10	enhances	enhance	VERB
easat-6131	74	11	economic	economic	ADJ
easat-6131	74	12	development	development	NOUN
easat-6131	74	13	,	,	PUNCT
easat-6131	74	14	particularly	particularly	ADV
easat-6131	74	15	in	in	ADP
easat-6131	74	16	regions	region	NOUN
easat-6131	74	17	with	with	ADP
easat-6131	74	18	strong	strong	ADJ
easat-6131	74	19	human	human	ADJ
easat-6131	74	20	capital	capital	NOUN
easat-6131	74	21	accumulation	accumulation	NOUN
easat-6131	74	22	.	.	PUNCT
easat-6131	75	1	carillo	carillo	PROPN
easat-6131	76	1	[	[	X
easat-6131	76	2	12	12	NUM
easat-6131	76	3	]	]	PUNCT
easat-6131	76	4	further	far	ADV
easat-6131	76	5	emphasised	emphasise	VERB
easat-6131	76	6	that	that	SCONJ
easat-6131	76	7	the	the	DET
easat-6131	76	8	balance	balance	NOUN
easat-6131	76	9	between	between	ADP
easat-6131	76	10	highly	highly	ADV
easat-6131	76	11	educated	educate	VERB
easat-6131	76	12	individuals	individual	NOUN
easat-6131	76	13	driving	drive	VERB
easat-6131	76	14	innovation	innovation	NOUN
easat-6131	76	15	and	and	CCONJ
easat-6131	76	16	lower	lower	ADV
easat-6131	76	17	-	-	PUNCT
easat-6131	76	18	skilled	skilled	ADJ
easat-6131	76	19	workers	worker	NOUN
easat-6131	76	20	adopting	adopt	VERB
easat-6131	76	21	technology	technology	NOUN
easat-6131	76	22	determines	determine	VERB
easat-6131	76	23	the	the	DET
easat-6131	76	24	speed	speed	NOUN
easat-6131	76	25	of	of	ADP
easat-6131	76	26	economic	economic	ADJ
easat-6131	76	27	progress	progress	NOUN
easat-6131	76	28	.	.	PUNCT
easat-6131	77	1	zhang	zhang	PROPN
easat-6131	77	2	,	,	PUNCT
easat-6131	77	3	et	et	PROPN
easat-6131	77	4	al	al	PROPN
easat-6131	77	5	.	.	PUNCT
easat-6131	78	1	[	[	X
easat-6131	78	2	10	10	NUM
easat-6131	78	3	]	]	PUNCT
easat-6131	78	4	provided	provide	VERB
easat-6131	78	5	evidence	evidence	NOUN
easat-6131	78	6	from	from	ADP
easat-6131	78	7	china	china	PROPN
easat-6131	78	8	,	,	PUNCT
easat-6131	78	9	showing	show	VERB
easat-6131	78	10	that	that	SCONJ
easat-6131	78	11	improvements	improvement	NOUN
easat-6131	78	12	in	in	ADP
easat-6131	78	13	human	human	ADJ
easat-6131	78	14	capital	capital	NOUN
easat-6131	78	15	quality	quality	NOUN
easat-6131	78	16	led	lead	VERB
easat-6131	78	17	to	to	ADP
easat-6131	78	18	regional	regional	ADJ
easat-6131	78	19	economic	economic	ADJ
easat-6131	78	20	convergence	convergence	NOUN
easat-6131	78	21	,	,	PUNCT
easat-6131	78	22	further	far	ADV
easat-6131	78	23	reinforcing	reinforce	VERB
easat-6131	78	24	the	the	DET
easat-6131	78	25	importance	importance	NOUN
easat-6131	78	26	of	of	ADP
easat-6131	78	27	targeted	target	VERB
easat-6131	78	28	education	education	NOUN
easat-6131	78	29	investments	investment	NOUN
easat-6131	78	30	.	.	PUNCT
easat-6131	79	1	similarly	similarly	ADV
easat-6131	79	2	,	,	PUNCT
easat-6131	79	3	bekele	bekele	PROPN
easat-6131	79	4	,	,	PUNCT
easat-6131	79	5	et	et	PROPN
easat-6131	79	6	al	al	PROPN
easat-6131	79	7	.	.	PUNCT
easat-6131	80	1	[	[	X
easat-6131	80	2	13	13	NUM
easat-6131	80	3	]	]	PUNCT
easat-6131	80	4	found	find	VERB
easat-6131	80	5	that	that	SCONJ
easat-6131	80	6	despite	despite	SCONJ
easat-6131	80	7	efforts	effort	NOUN
easat-6131	80	8	to	to	PART
easat-6131	80	9	enhance	enhance	VERB
easat-6131	80	10	education	education	NOUN
easat-6131	80	11	in	in	ADP
easat-6131	80	12	subsaharan	subsaharan	PROPN
easat-6131	80	13	africa	africa	PROPN
easat-6131	80	14	,	,	PUNCT
easat-6131	80	15	human	human	ADJ
easat-6131	80	16	capital	capital	NOUN
easat-6131	80	17	development	development	NOUN
easat-6131	80	18	negatively	negatively	ADV
easat-6131	80	19	impacted	impact	VERB
easat-6131	80	20	economic	economic	ADJ
easat-6131	80	21	sustainability	sustainability	NOUN
easat-6131	80	22	due	due	ADP
easat-6131	80	23	to	to	ADP
easat-6131	80	24	insufficient	insufficient	ADJ
easat-6131	80	25	focus	focus	NOUN
easat-6131	80	26	on	on	ADP
easat-6131	80	27	quality	quality	NOUN
easat-6131	80	28	education	education	NOUN
easat-6131	80	29	.	.	PUNCT
easat-6131	81	1	these	these	DET
easat-6131	81	2	studies	study	NOUN
easat-6131	81	3	highlight	highlight	VERB
easat-6131	81	4	that	that	SCONJ
easat-6131	81	5	while	while	SCONJ
easat-6131	81	6	investment	investment	NOUN
easat-6131	81	7	in	in	ADP
easat-6131	81	8	human	human	ADJ
easat-6131	81	9	capital	capital	NOUN
easat-6131	81	10	is	be	AUX
easat-6131	81	11	necessary	necessary	ADJ
easat-6131	81	12	,	,	PUNCT
easat-6131	81	13	the	the	DET
easat-6131	81	14	composition	composition	NOUN
easat-6131	81	15	and	and	CCONJ
easat-6131	81	16	quality	quality	NOUN
easat-6131	81	17	of	of	ADP
easat-6131	81	18	human	human	ADJ
easat-6131	81	19	capital	capital	NOUN
easat-6131	81	20	are	be	AUX
easat-6131	81	21	equally	equally	ADV
easat-6131	81	22	crucial	crucial	ADJ
easat-6131	81	23	for	for	ADP
easat-6131	81	24	fostering	foster	VERB
easat-6131	81	25	sustained	sustained	ADJ
easat-6131	81	26	economic	economic	ADJ
easat-6131	81	27	growth	growth	NOUN
easat-6131	81	28	.	.	PUNCT
easat-6131	82	1	lastly	lastly	ADV
easat-6131	82	2	,	,	PUNCT
easat-6131	82	3	the	the	DET
easat-6131	82	4	impact	impact	NOUN
easat-6131	82	5	of	of	ADP
easat-6131	82	6	government	government	NOUN
easat-6131	82	7	policies	policy	NOUN
easat-6131	82	8	and	and	CCONJ
easat-6131	82	9	international	international	ADJ
easat-6131	82	10	cooperation	cooperation	NOUN
easat-6131	82	11	on	on	ADP
easat-6131	82	12	human	human	ADJ
easat-6131	82	13	capital	capital	NOUN
easat-6131	82	14	development	development	NOUN
easat-6131	82	15	has	have	AUX
easat-6131	82	16	been	be	AUX
easat-6131	82	17	explored	explore	VERB
easat-6131	82	18	in	in	ADP
easat-6131	82	19	various	various	ADJ
easat-6131	82	20	contexts	contexts	NOUN
easat-6131	82	21	.	.	PUNCT
easat-6131	83	1	guo	guo	PROPN
easat-6131	83	2	,	,	PUNCT
easat-6131	83	3	et	et	PROPN
easat-6131	83	4	al	al	PROPN
easat-6131	83	5	.	.	PUNCT
easat-6131	84	1	[	[	X
easat-6131	84	2	14	14	NUM
easat-6131	84	3	]	]	PUNCT
easat-6131	84	4	investigated	investigate	VERB
easat-6131	84	5	the	the	DET
easat-6131	84	6	role	role	NOUN
easat-6131	84	7	of	of	ADP
easat-6131	84	8	government	government	NOUN
easat-6131	84	9	health	health	NOUN
easat-6131	84	10	investment	investment	NOUN
easat-6131	84	11	in	in	ADP
easat-6131	84	12	china	china	PROPN
easat-6131	84	13	,	,	PUNCT
easat-6131	84	14	showing	show	VERB
easat-6131	84	15	that	that	SCONJ
easat-6131	84	16	increased	increase	VERB
easat-6131	84	17	spending	spending	NOUN
easat-6131	84	18	on	on	ADP
easat-6131	84	19	healthcare	healthcare	NOUN
easat-6131	84	20	enhances	enhance	VERB
easat-6131	84	21	economic	economic	ADJ
easat-6131	84	22	resilience	resilience	NOUN
easat-6131	84	23	by	by	ADP
easat-6131	84	24	strengthening	strengthen	VERB
easat-6131	84	25	human	human	ADJ
easat-6131	84	26	capital	capital	NOUN
easat-6131	84	27	.	.	PUNCT
easat-6131	85	1	fahimi	fahimi	PROPN
easat-6131	85	2	,	,	PUNCT
easat-6131	85	3	et	et	PROPN
easat-6131	85	4	al	al	PROPN
easat-6131	85	5	.	.	PUNCT
easat-6131	86	1	[	[	X
easat-6131	86	2	15	15	NUM
easat-6131	86	3	]	]	PUNCT
easat-6131	86	4	examined	examine	VERB
easat-6131	86	5	the	the	DET
easat-6131	86	6	link	link	NOUN
easat-6131	86	7	between	between	ADP
easat-6131	86	8	tourism	tourism	NOUN
easat-6131	86	9	and	and	CCONJ
easat-6131	86	10	human	human	ADJ
easat-6131	86	11	capital	capital	NOUN
easat-6131	86	12	development	development	NOUN
easat-6131	86	13	,	,	PUNCT
easat-6131	86	14	finding	find	VERB
easat-6131	86	15	that	that	SCONJ
easat-6131	86	16	tourism	tourism	NOUN
easat-6131	86	17	-	-	PUNCT
easat-6131	86	18	led	lead	VERB
easat-6131	86	19	human	human	ADJ
easat-6131	86	20	capital	capital	NOUN
easat-6131	86	21	investment	investment	NOUN
easat-6131	86	22	contributes	contribute	VERB
easat-6131	86	23	to	to	ADP
easat-6131	86	24	economic	economic	ADJ
easat-6131	86	25	growth	growth	NOUN
easat-6131	86	26	.	.	PUNCT
easat-6131	87	1	boachie	boachie	NOUN
easat-6131	87	2	and	and	CCONJ
easat-6131	87	3	adu	adu	PROPN
easat-6131	87	4	-	-	NOUN
easat-6131	87	5	darko	darko	PROPN
easat-6131	87	6	[	[	X
easat-6131	87	7	16	16	NUM
easat-6131	87	8	]	]	PUNCT
easat-6131	87	9	demonstrated	demonstrate	VERB
easat-6131	87	10	how	how	SCONJ
easat-6131	87	11	financial	financial	ADJ
easat-6131	87	12	inclusion	inclusion	NOUN
easat-6131	87	13	fosters	foster	VERB
easat-6131	87	14	economic	economic	ADJ
easat-6131	87	15	growth	growth	NOUN
easat-6131	87	16	in	in	ADP
easat-6131	87	17	sub	sub	ADJ
easat-6131	87	18	-	-	ADJ
easat-6131	87	19	saharan	saharan	ADJ
easat-6131	87	20	africa	africa	PROPN
easat-6131	87	21	through	through	ADP
easat-6131	87	22	human	human	ADJ
easat-6131	87	23	capital	capital	NOUN
easat-6131	87	24	development	development	NOUN
easat-6131	87	25	,	,	PUNCT
easat-6131	87	26	while	while	SCONJ
easat-6131	87	27	sofilda	sofilda	NOUN
easat-6131	87	28	,	,	PUNCT
easat-6131	87	29	et	et	PROPN
easat-6131	87	30	al	al	PROPN
easat-6131	87	31	.	.	PUNCT
easat-6131	88	1	[	[	X
easat-6131	88	2	17	17	NUM
easat-6131	88	3	]	]	SYM
easat-6131	88	4	939	939	NUM
easat-6131	88	5	edelweiss	edelweiss	PROPN
easat-6131	88	6	applied	apply	VERB
easat-6131	88	7	science	science	NOUN
easat-6131	88	8	and	and	CCONJ
easat-6131	88	9	technology	technology	NOUN
easat-6131	88	10	issn	issn	PROPN
easat-6131	88	11	:	:	PUNCT
easat-6131	88	12	2576	2576	NUM
easat-6131	88	13	-	-	SYM
easat-6131	88	14	8484	8484	NUM
easat-6131	88	15	vol	vol	NOUN
easat-6131	88	16	.	.	PROPN
easat-6131	89	1	9	9	NUM
easat-6131	89	2	,	,	PUNCT
easat-6131	89	3	no	no	INTJ
easat-6131	89	4	.	.	NOUN
easat-6131	90	1	4	4	NUM
easat-6131	90	2	:	:	PUNCT
easat-6131	90	3	936	936	NUM
easat-6131	90	4	-	-	SYM
easat-6131	90	5	949	949	NUM
easat-6131	90	6	,	,	PUNCT
easat-6131	90	7	2025	2025	NUM
easat-6131	90	8	doi	doi	NOUN
easat-6131	90	9	:	:	PUNCT
easat-6131	90	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	90	11	©	©	PROPN
easat-6131	90	12	2025	2025	NUM
easat-6131	90	13	by	by	ADP
easat-6131	90	14	the	the	DET
easat-6131	90	15	authors	author	NOUN
easat-6131	90	16	;	;	PUNCT
easat-6131	90	17	licensee	licensee	PROPN
easat-6131	90	18	learning	learning	NOUN
easat-6131	90	19	gate	gate	NOUN
easat-6131	90	20	highlighted	highlight	VERB
easat-6131	90	21	the	the	DET
easat-6131	90	22	role	role	NOUN
easat-6131	90	23	of	of	ADP
easat-6131	90	24	fiscal	fiscal	ADJ
easat-6131	90	25	decentralisation	decentralisation	NOUN
easat-6131	90	26	in	in	ADP
easat-6131	90	27	indonesia	indonesia	PROPN
easat-6131	90	28	,	,	PUNCT
easat-6131	90	29	showing	show	VERB
easat-6131	90	30	that	that	SCONJ
easat-6131	90	31	localised	localise	VERB
easat-6131	90	32	human	human	ADJ
easat-6131	90	33	capital	capital	NOUN
easat-6131	90	34	investments	investment	NOUN
easat-6131	90	35	influence	influence	VERB
easat-6131	90	36	regional	regional	ADJ
easat-6131	90	37	economic	economic	ADJ
easat-6131	90	38	growth	growth	NOUN
easat-6131	90	39	.	.	PUNCT
easat-6131	91	1	these	these	DET
easat-6131	91	2	findings	finding	NOUN
easat-6131	91	3	underscore	underscore	VERB
easat-6131	91	4	the	the	DET
easat-6131	91	5	importance	importance	NOUN
easat-6131	91	6	of	of	ADP
easat-6131	91	7	wellstructured	wellstructure	VERB
easat-6131	91	8	policies	policy	NOUN
easat-6131	91	9	,	,	PUNCT
easat-6131	91	10	international	international	ADJ
easat-6131	91	11	cooperation	cooperation	NOUN
easat-6131	91	12	,	,	PUNCT
easat-6131	91	13	and	and	CCONJ
easat-6131	91	14	sustainable	sustainable	ADJ
easat-6131	91	15	financing	financing	NOUN
easat-6131	91	16	mechanisms	mechanism	NOUN
easat-6131	91	17	in	in	ADP
easat-6131	91	18	ensuring	ensure	VERB
easat-6131	91	19	that	that	SCONJ
easat-6131	91	20	human	human	ADJ
easat-6131	91	21	capital	capital	NOUN
easat-6131	91	22	investments	investment	NOUN
easat-6131	91	23	translate	translate	VERB
easat-6131	91	24	into	into	ADP
easat-6131	91	25	long	long	ADJ
easat-6131	91	26	-	-	PUNCT
easat-6131	91	27	term	term	NOUN
easat-6131	91	28	economic	economic	ADJ
easat-6131	91	29	growth	growth	NOUN
easat-6131	91	30	.	.	PUNCT
easat-6131	92	1	despite	despite	SCONJ
easat-6131	92	2	extensive	extensive	ADJ
easat-6131	92	3	research	research	NOUN
easat-6131	92	4	on	on	ADP
easat-6131	92	5	the	the	DET
easat-6131	92	6	relationship	relationship	NOUN
easat-6131	92	7	between	between	ADP
easat-6131	92	8	human	human	ADJ
easat-6131	92	9	capital	capital	NOUN
easat-6131	92	10	development	development	NOUN
easat-6131	92	11	and	and	CCONJ
easat-6131	92	12	economic	economic	ADJ
easat-6131	92	13	growth	growth	NOUN
easat-6131	92	14	,	,	PUNCT
easat-6131	92	15	significant	significant	ADJ
easat-6131	92	16	gaps	gap	NOUN
easat-6131	92	17	persist	persist	VERB
easat-6131	92	18	,	,	PUNCT
easat-6131	92	19	particularly	particularly	ADV
easat-6131	92	20	in	in	ADP
easat-6131	92	21	the	the	DET
easat-6131	92	22	west	west	ADJ
easat-6131	92	23	african	african	ADJ
easat-6131	92	24	monetary	monetary	ADJ
easat-6131	92	25	zone	zone	NOUN
easat-6131	92	26	(	(	PUNCT
easat-6131	92	27	wamz	wamz	PROPN
easat-6131	92	28	)	)	PUNCT
easat-6131	92	29	from	from	ADP
easat-6131	92	30	1990	1990	NUM
easat-6131	92	31	to	to	ADP
easat-6131	92	32	2023	2023	NUM
easat-6131	92	33	.	.	PUNCT
easat-6131	93	1	while	while	SCONJ
easat-6131	93	2	studies	study	NOUN
easat-6131	93	3	such	such	ADJ
easat-6131	93	4	as	as	ADP
easat-6131	93	5	cleeve	cleeve	NOUN
easat-6131	93	6	,	,	PUNCT
easat-6131	93	7	et	et	PROPN
easat-6131	93	8	al	al	PROPN
easat-6131	94	1	.	.	PUNCT
easat-6131	95	1	[	[	X
easat-6131	95	2	5	5	NUM
easat-6131	95	3	]	]	PUNCT
easat-6131	95	4	and	and	CCONJ
easat-6131	95	5	teixeira	teixeira	PROPN
easat-6131	95	6	and	and	CCONJ
easat-6131	95	7	queirós	queiró	VERB
easat-6131	96	1	[	[	X
easat-6131	96	2	3	3	X
easat-6131	96	3	]	]	PUNCT
easat-6131	96	4	have	have	AUX
easat-6131	96	5	examined	examine	VERB
easat-6131	96	6	human	human	ADJ
easat-6131	96	7	capital	capital	NOUN
easat-6131	96	8	's	's	PART
easat-6131	96	9	role	role	NOUN
easat-6131	96	10	in	in	ADP
easat-6131	96	11	economic	economic	ADJ
easat-6131	96	12	growth	growth	NOUN
easat-6131	96	13	,	,	PUNCT
easat-6131	96	14	they	they	PRON
easat-6131	96	15	often	often	ADV
easat-6131	96	16	adopt	adopt	VERB
easat-6131	96	17	a	a	DET
easat-6131	96	18	broader	broader	ADV
easat-6131	96	19	regional	regional	ADJ
easat-6131	96	20	or	or	CCONJ
easat-6131	96	21	global	global	ADJ
easat-6131	96	22	perspective	perspective	NOUN
easat-6131	96	23	,	,	PUNCT
easat-6131	96	24	neglecting	neglect	VERB
easat-6131	96	25	the	the	DET
easat-6131	96	26	unique	unique	ADJ
easat-6131	96	27	economic	economic	ADJ
easat-6131	96	28	,	,	PUNCT
easat-6131	96	29	institutional	institutional	ADJ
easat-6131	96	30	,	,	PUNCT
easat-6131	96	31	and	and	CCONJ
easat-6131	96	32	structural	structural	ADJ
easat-6131	96	33	challenges	challenge	NOUN
easat-6131	96	34	of	of	ADP
easat-6131	96	35	wamz	wamz	ADJ
easat-6131	96	36	nations	nation	NOUN
easat-6131	96	37	.	.	PUNCT
easat-6131	97	1	furthermore	furthermore	ADV
easat-6131	97	2	,	,	PUNCT
easat-6131	97	3	although	although	SCONJ
easat-6131	97	4	several	several	ADJ
easat-6131	97	5	studies	study	NOUN
easat-6131	97	6	,	,	PUNCT
easat-6131	97	7	including	include	VERB
easat-6131	97	8	rahim	rahim	PROPN
easat-6131	97	9	,	,	PUNCT
easat-6131	97	10	et	et	PROPN
easat-6131	97	11	al	al	PROPN
easat-6131	97	12	.	.	PUNCT
easat-6131	98	1	[	[	X
easat-6131	98	2	6	6	NUM
easat-6131	98	3	]	]	PUNCT
easat-6131	98	4	and	and	CCONJ
easat-6131	98	5	jemiluyi	jemiluyi	ADJ
easat-6131	98	6	and	and	CCONJ
easat-6131	98	7	jeke	jeke	NOUN
easat-6131	98	8	[	[	X
easat-6131	98	9	4	4	X
easat-6131	98	10	]	]	PUNCT
easat-6131	98	11	have	have	AUX
easat-6131	98	12	explored	explore	VERB
easat-6131	98	13	the	the	DET
easat-6131	98	14	impact	impact	NOUN
easat-6131	98	15	of	of	ADP
easat-6131	98	16	human	human	ADJ
easat-6131	98	17	capital	capital	NOUN
easat-6131	98	18	on	on	ADP
easat-6131	98	19	growth	growth	NOUN
easat-6131	98	20	,	,	PUNCT
easat-6131	98	21	few	few	ADJ
easat-6131	98	22	have	have	AUX
easat-6131	98	23	specifically	specifically	ADV
easat-6131	98	24	analysed	analyse	VERB
easat-6131	98	25	government	government	NOUN
easat-6131	98	26	expenditure	expenditure	NOUN
easat-6131	98	27	on	on	ADP
easat-6131	98	28	education	education	NOUN
easat-6131	98	29	and	and	CCONJ
easat-6131	98	30	health	health	NOUN
easat-6131	98	31	as	as	ADP
easat-6131	98	32	key	key	ADJ
easat-6131	98	33	measures	measure	NOUN
easat-6131	98	34	of	of	ADP
easat-6131	98	35	human	human	ADJ
easat-6131	98	36	capital	capital	NOUN
easat-6131	98	37	development	development	NOUN
easat-6131	98	38	within	within	ADP
easat-6131	98	39	wamz	wamz	ADJ
easat-6131	98	40	countries	country	NOUN
easat-6131	98	41	.	.	PUNCT
easat-6131	99	1	additionally	additionally	ADV
easat-6131	99	2	,	,	PUNCT
easat-6131	99	3	while	while	SCONJ
easat-6131	99	4	the	the	DET
easat-6131	99	5	pooled	pool	VERB
easat-6131	99	6	mean	mean	NOUN
easat-6131	99	7	group	group	NOUN
easat-6131	99	8	(	(	PUNCT
easat-6131	99	9	pmg	pmg	PROPN
easat-6131	99	10	)	)	PUNCT
easat-6131	99	11	estimator	estimator	NOUN
easat-6131	99	12	is	be	AUX
easat-6131	99	13	well	well	ADV
easat-6131	99	14	-	-	PUNCT
easat-6131	99	15	suited	suited	ADJ
easat-6131	99	16	to	to	PART
easat-6131	99	17	capture	capture	VERB
easat-6131	99	18	both	both	CCONJ
easat-6131	99	19	the	the	DET
easat-6131	99	20	homogenous	homogenous	ADJ
easat-6131	99	21	long	long	ADJ
easat-6131	99	22	-	-	PUNCT
easat-6131	99	23	run	run	NOUN
easat-6131	99	24	effects	effect	NOUN
easat-6131	99	25	and	and	CCONJ
easat-6131	99	26	heterogeneous	heterogeneous	ADJ
easat-6131	99	27	short	short	ADJ
easat-6131	99	28	-	-	PUNCT
easat-6131	99	29	run	run	NOUN
easat-6131	99	30	dynamics	dynamic	NOUN
easat-6131	99	31	across	across	ADP
easat-6131	99	32	countries	country	NOUN
easat-6131	99	33	,	,	PUNCT
easat-6131	99	34	limited	limited	ADJ
easat-6131	99	35	empirical	empirical	ADJ
easat-6131	99	36	research	research	NOUN
easat-6131	99	37	has	have	AUX
easat-6131	99	38	applied	apply	VERB
easat-6131	99	39	this	this	DET
easat-6131	99	40	approach	approach	NOUN
easat-6131	99	41	to	to	ADP
easat-6131	99	42	wamz	wamz	ADJ
easat-6131	99	43	economies	economy	NOUN
easat-6131	99	44	,	,	PUNCT
easat-6131	99	45	where	where	SCONJ
easat-6131	99	46	disparities	disparity	NOUN
easat-6131	99	47	in	in	ADP
easat-6131	99	48	policy	policy	NOUN
easat-6131	99	49	implementation	implementation	NOUN
easat-6131	99	50	and	and	CCONJ
easat-6131	99	51	institutional	institutional	ADJ
easat-6131	99	52	capacity	capacity	NOUN
easat-6131	99	53	may	may	AUX
easat-6131	99	54	influence	influence	VERB
easat-6131	99	55	short	short	ADJ
easat-6131	99	56	-	-	PUNCT
easat-6131	99	57	run	run	NOUN
easat-6131	99	58	variations	variation	NOUN
easat-6131	99	59	.	.	PUNCT
easat-6131	100	1	moreover	moreover	ADV
easat-6131	100	2	,	,	PUNCT
easat-6131	100	3	previous	previous	ADJ
easat-6131	100	4	research	research	NOUN
easat-6131	100	5	,	,	PUNCT
easat-6131	100	6	such	such	ADJ
easat-6131	100	7	as	as	ADP
easat-6131	100	8	abubakar	abubakar	PROPN
easat-6131	100	9	,	,	PUNCT
easat-6131	100	10	et	et	PROPN
easat-6131	100	11	al	al	PROPN
easat-6131	100	12	.	.	PUNCT
easat-6131	101	1	[	[	X
easat-6131	101	2	8	8	NUM
easat-6131	101	3	]	]	PUNCT
easat-6131	101	4	and	and	CCONJ
easat-6131	101	5	ma	ma	PROPN
easat-6131	101	6	,	,	PUNCT
easat-6131	101	7	et	et	PROPN
easat-6131	101	8	al	al	PROPN
easat-6131	101	9	.	.	PUNCT
easat-6131	102	1	[	[	X
easat-6131	102	2	9	9	NUM
easat-6131	102	3	]	]	PUNCT
easat-6131	102	4	has	have	AUX
easat-6131	102	5	primarily	primarily	ADV
easat-6131	102	6	focused	focus	VERB
easat-6131	102	7	on	on	ADP
easat-6131	102	8	financial	financial	ADJ
easat-6131	102	9	development	development	NOUN
easat-6131	102	10	and	and	CCONJ
easat-6131	102	11	education	education	NOUN
easat-6131	102	12	investment	investment	NOUN
easat-6131	102	13	in	in	ADP
easat-6131	102	14	broader	broad	ADJ
easat-6131	102	15	contexts	context	NOUN
easat-6131	102	16	without	without	ADP
easat-6131	102	17	isolating	isolate	VERB
easat-6131	102	18	the	the	DET
easat-6131	102	19	direct	direct	ADJ
easat-6131	102	20	effects	effect	NOUN
easat-6131	102	21	of	of	ADP
easat-6131	102	22	government	government	NOUN
easat-6131	102	23	expenditure	expenditure	NOUN
easat-6131	102	24	on	on	ADP
easat-6131	102	25	education	education	NOUN
easat-6131	102	26	and	and	CCONJ
easat-6131	102	27	health	health	NOUN
easat-6131	102	28	within	within	ADP
easat-6131	102	29	wamz	wamz	ADJ
easat-6131	102	30	economies	economy	NOUN
easat-6131	102	31	.	.	PUNCT
easat-6131	103	1	given	give	VERB
easat-6131	103	2	these	these	DET
easat-6131	103	3	gaps	gap	NOUN
easat-6131	103	4	,	,	PUNCT
easat-6131	103	5	there	there	PRON
easat-6131	103	6	is	be	VERB
easat-6131	103	7	a	a	DET
easat-6131	103	8	need	need	NOUN
easat-6131	103	9	for	for	ADP
easat-6131	103	10	an	an	DET
easat-6131	103	11	in	in	ADP
easat-6131	103	12	-	-	PUNCT
easat-6131	103	13	depth	depth	NOUN
easat-6131	103	14	empirical	empirical	ADJ
easat-6131	103	15	study	study	NOUN
easat-6131	103	16	that	that	PRON
easat-6131	103	17	specifically	specifically	ADV
easat-6131	103	18	examines	examine	VERB
easat-6131	103	19	the	the	DET
easat-6131	103	20	long	long	ADJ
easat-6131	103	21	-	-	PUNCT
easat-6131	103	22	term	term	NOUN
easat-6131	103	23	and	and	CCONJ
easat-6131	103	24	short	short	ADJ
easat-6131	103	25	-	-	PUNCT
easat-6131	103	26	term	term	NOUN
easat-6131	103	27	effects	effect	NOUN
easat-6131	103	28	of	of	ADP
easat-6131	103	29	government	government	NOUN
easat-6131	103	30	spending	spending	NOUN
easat-6131	103	31	on	on	ADP
easat-6131	103	32	education	education	NOUN
easat-6131	103	33	and	and	CCONJ
easat-6131	103	34	health	health	NOUN
easat-6131	103	35	in	in	ADP
easat-6131	103	36	driving	drive	VERB
easat-6131	103	37	economic	economic	ADJ
easat-6131	103	38	growth	growth	NOUN
easat-6131	103	39	within	within	ADP
easat-6131	103	40	wamz	wamz	ADJ
easat-6131	103	41	countries	country	NOUN
easat-6131	103	42	,	,	PUNCT
easat-6131	103	43	using	use	VERB
easat-6131	103	44	robust	robust	ADJ
easat-6131	103	45	methodologies	methodology	NOUN
easat-6131	103	46	such	such	ADJ
easat-6131	103	47	as	as	ADP
easat-6131	103	48	the	the	DET
easat-6131	103	49	pmg	pmg	PROPN
easat-6131	103	50	estimator	estimator	NOUN
easat-6131	103	51	to	to	PART
easat-6131	103	52	account	account	VERB
easat-6131	103	53	for	for	ADP
easat-6131	103	54	regional	regional	ADJ
easat-6131	103	55	heterogeneity	heterogeneity	NOUN
easat-6131	103	56	.	.	PUNCT
easat-6131	104	1	3	3	X
easat-6131	104	2	.	.	X
easat-6131	104	3	methodological	methodological	ADJ
easat-6131	104	4	notes	note	NOUN
easat-6131	104	5	this	this	DET
easat-6131	104	6	study	study	NOUN
easat-6131	104	7	employs	employ	VERB
easat-6131	104	8	the	the	DET
easat-6131	104	9	augmented	augment	VERB
easat-6131	104	10	solow	solow	PROPN
easat-6131	104	11	human	human	PROPN
easat-6131	104	12	capital	capital	PROPN
easat-6131	104	13	growth	growth	NOUN
easat-6131	104	14	model	model	NOUN
easat-6131	104	15	,	,	PUNCT
easat-6131	104	16	grounded	ground	VERB
easat-6131	104	17	in	in	ADP
easat-6131	104	18	the	the	DET
easat-6131	104	19	human	human	ADJ
easat-6131	104	20	capital	capital	NOUN
easat-6131	104	21	theory	theory	NOUN
easat-6131	104	22	and	and	CCONJ
easat-6131	104	23	an	an	DET
easat-6131	104	24	extensive	extensive	ADJ
easat-6131	104	25	theoretical	theoretical	ADJ
easat-6131	104	26	and	and	CCONJ
easat-6131	104	27	empirical	empirical	ADJ
easat-6131	104	28	review	review	NOUN
easat-6131	104	29	of	of	ADP
easat-6131	104	30	the	the	DET
easat-6131	104	31	impact	impact	NOUN
easat-6131	104	32	of	of	ADP
easat-6131	104	33	human	human	ADJ
easat-6131	104	34	capital	capital	NOUN
easat-6131	104	35	development	development	NOUN
easat-6131	104	36	on	on	ADP
easat-6131	104	37	productivity	productivity	NOUN
easat-6131	104	38	and	and	CCONJ
easat-6131	104	39	economic	economic	ADJ
easat-6131	104	40	growth	growth	NOUN
easat-6131	104	41	.	.	PUNCT
easat-6131	105	1	the	the	DET
easat-6131	105	2	model	model	NOUN
easat-6131	105	3	,	,	PUNCT
easat-6131	105	4	which	which	PRON
easat-6131	105	5	builds	build	VERB
easat-6131	105	6	upon	upon	SCONJ
easat-6131	105	7	solow	solow	PROPN
easat-6131	105	8	's	's	PART
easat-6131	105	9	original	original	ADJ
easat-6131	105	10	framework	framework	NOUN
easat-6131	105	11	,	,	PUNCT
easat-6131	105	12	was	be	AUX
easat-6131	105	13	extended	extend	VERB
easat-6131	105	14	by	by	ADP
easat-6131	105	15	mankiw	mankiw	PROPN
easat-6131	105	16	,	,	PUNCT
easat-6131	105	17	et	et	PROPN
easat-6131	105	18	al	al	PROPN
easat-6131	105	19	.	.	PUNCT
easat-6131	106	1	[	[	X
easat-6131	106	2	2	2	X
easat-6131	106	3	]	]	PUNCT
easat-6131	106	4	to	to	PART
easat-6131	106	5	incorporate	incorporate	VERB
easat-6131	106	6	human	human	ADJ
easat-6131	106	7	capital	capital	NOUN
easat-6131	106	8	as	as	ADP
easat-6131	106	9	a	a	DET
easat-6131	106	10	crucial	crucial	ADJ
easat-6131	106	11	factor	factor	NOUN
easat-6131	106	12	in	in	ADP
easat-6131	106	13	economic	economic	ADJ
easat-6131	106	14	growth	growth	NOUN
easat-6131	106	15	.	.	PUNCT
easat-6131	107	1	the	the	DET
easat-6131	107	2	augmented	augmented	PROPN
easat-6131	107	3	solow	solow	PROPN
easat-6131	107	4	model	model	NOUN
easat-6131	107	5	is	be	AUX
easat-6131	107	6	expressed	express	VERB
easat-6131	107	7	as	as	SCONJ
easat-6131	107	8	follows	follow	VERB
easat-6131	107	9	:	:	PUNCT
easat-6131	108	1	𝑌	𝑌	PROPN
easat-6131	108	2	=	=	SYM
easat-6131	108	3	𝐴𝐾𝛼(𝐻𝐿)𝛽	𝐴𝐾𝛼(𝐻𝐿)𝛽	PROPN
easat-6131	108	4	1	1	NUM
easat-6131	108	5	where	where	SCONJ
easat-6131	108	6	y	y	PRON
easat-6131	108	7	represents	represent	VERB
easat-6131	108	8	economic	economic	ADJ
easat-6131	108	9	growth	growth	NOUN
easat-6131	108	10	(	(	PUNCT
easat-6131	108	11	output	output	NOUN
easat-6131	108	12	level	level	NOUN
easat-6131	108	13	)	)	PUNCT
easat-6131	108	14	,	,	PUNCT
easat-6131	108	15	k	k	PROPN
easat-6131	108	16	denotes	denote	VERB
easat-6131	108	17	the	the	DET
easat-6131	108	18	stock	stock	NOUN
easat-6131	108	19	of	of	ADP
easat-6131	108	20	physical	physical	ADJ
easat-6131	108	21	capital	capital	NOUN
easat-6131	108	22	,	,	PUNCT
easat-6131	108	23	h	h	PROPN
easat-6131	108	24	represents	represent	VERB
easat-6131	108	25	the	the	DET
easat-6131	108	26	level	level	NOUN
easat-6131	108	27	of	of	ADP
easat-6131	108	28	human	human	ADJ
easat-6131	108	29	capital	capital	NOUN
easat-6131	108	30	,	,	PUNCT
easat-6131	108	31	l	l	PROPN
easat-6131	108	32	is	be	AUX
easat-6131	108	33	labour	labour	NOUN
easat-6131	108	34	,	,	PUNCT
easat-6131	108	35	measured	measure	VERB
easat-6131	108	36	by	by	ADP
easat-6131	108	37	the	the	DET
easat-6131	108	38	number	number	NOUN
easat-6131	108	39	of	of	ADP
easat-6131	108	40	workers	worker	NOUN
easat-6131	108	41	,	,	PUNCT
easat-6131	109	1	a	a	PRON
easat-6131	109	2	is	be	AUX
easat-6131	109	3	total	total	ADJ
easat-6131	109	4	factor	factor	NOUN
easat-6131	109	5	productivity	productivity	NOUN
easat-6131	109	6	,	,	PUNCT
easat-6131	109	7	α	α	PROPN
easat-6131	109	8	and	and	CCONJ
easat-6131	109	9	β	β	PROPN
easat-6131	109	10	denote	denote	VERB
easat-6131	109	11	the	the	DET
easat-6131	109	12	elasticities	elasticity	NOUN
easat-6131	109	13	of	of	ADP
easat-6131	109	14	capital	capital	NOUN
easat-6131	109	15	and	and	CCONJ
easat-6131	109	16	labour	labour	ADJ
easat-6131	109	17	input	input	NOUN
easat-6131	109	18	with	with	ADP
easat-6131	109	19	respect	respect	NOUN
easat-6131	109	20	to	to	ADP
easat-6131	109	21	output	output	NOUN
easat-6131	109	22	,	,	PUNCT
easat-6131	109	23	respectively	respectively	ADV
easat-6131	109	24	.	.	PUNCT
easat-6131	110	1	in	in	ADP
easat-6131	110	2	its	its	PRON
easat-6131	110	3	econometric	econometric	ADJ
easat-6131	110	4	form	form	NOUN
easat-6131	110	5	,	,	PUNCT
easat-6131	110	6	the	the	DET
easat-6131	110	7	model	model	NOUN
easat-6131	110	8	can	can	AUX
easat-6131	110	9	be	be	AUX
easat-6131	110	10	rewritten	rewrite	VERB
easat-6131	110	11	as	as	ADP
easat-6131	110	12	:	:	PUNCT
easat-6131	110	13	𝑌	𝑌	PROPN
easat-6131	110	14	=	=	SYM
easat-6131	110	15	𝐴𝐾𝛼(𝐻𝐿)𝛽𝑒𝜇𝑡	𝐴𝐾𝛼(𝐻𝐿)𝛽𝑒𝜇𝑡	PROPN
easat-6131	110	16	2	2	NUM
easat-6131	110	17	taking	take	VERB
easat-6131	110	18	the	the	DET
easat-6131	110	19	log	log	NOUN
easat-6131	110	20	-	-	PUNCT
easat-6131	110	21	linear	linear	NOUN
easat-6131	110	22	transformation	transformation	NOUN
easat-6131	110	23	for	for	ADP
easat-6131	110	24	empirical	empirical	ADJ
easat-6131	110	25	estimation	estimation	NOUN
easat-6131	110	26	,	,	PUNCT
easat-6131	110	27	we	we	PRON
easat-6131	110	28	obtain	obtain	VERB
easat-6131	110	29	:	:	PUNCT
easat-6131	110	30	𝑙𝑜𝑔𝑌	𝑙𝑜𝑔𝑌	PROPN
easat-6131	110	31	=	=	SYM
easat-6131	110	32	𝛼0	𝛼0	PROPN
easat-6131	110	33	+	+	CCONJ
easat-6131	110	34	𝛼1𝑙𝑜𝑔𝐾𝑖	𝛼1𝑙𝑜𝑔𝐾𝑖	PROPN
easat-6131	110	35	+	+	CCONJ
easat-6131	110	36	𝛽1	𝛽1	PROPN
easat-6131	110	37	log(𝐻	log(𝐻	PUNCT
easat-6131	110	38	+	+	CCONJ
easat-6131	110	39	𝐿	𝐿	NOUN
easat-6131	110	40	)	)	PUNCT
easat-6131	110	41	+	+	NOUN
easat-6131	110	42	𝑊	𝑊	PROPN
easat-6131	110	43	3	3	NUM
easat-6131	110	44	where	where	SCONJ
easat-6131	110	45	𝛼0	𝛼0	PROPN
easat-6131	110	46	represent	represent	VERB
easat-6131	110	47	the	the	DET
easat-6131	110	48	constant	constant	ADJ
easat-6131	110	49	term	term	NOUN
easat-6131	110	50	,	,	PUNCT
easat-6131	110	51	𝛼1	𝛼1	NOUN
easat-6131	110	52	=	=	SYM
easat-6131	110	53	𝑙𝑜𝑔𝐴	𝑙𝑜𝑔𝐴	ADJ
easat-6131	110	54	,	,	PUNCT
easat-6131	110	55	𝑊	𝑊	PROPN
easat-6131	110	56	=	=	PUNCT
easat-6131	110	57	𝑙𝑜𝑔𝑈	𝑙𝑜𝑔𝑈	NOUN
easat-6131	110	58	accounts	account	NOUN
easat-6131	110	59	for	for	ADP
easat-6131	110	60	stochastic	stochastic	ADJ
easat-6131	110	61	disturbances	disturbance	NOUN
easat-6131	110	62	.	.	PUNCT
easat-6131	111	1	to	to	PART
easat-6131	111	2	enhance	enhance	VERB
easat-6131	111	3	the	the	DET
easat-6131	111	4	model	model	NOUN
easat-6131	111	5	's	's	PART
easat-6131	111	6	applicability	applicability	NOUN
easat-6131	111	7	within	within	ADP
easat-6131	111	8	the	the	DET
easat-6131	111	9	wamz	wamz	ADJ
easat-6131	111	10	context	context	NOUN
easat-6131	111	11	,	,	PUNCT
easat-6131	111	12	this	this	DET
easat-6131	111	13	study	study	NOUN
easat-6131	111	14	modifies	modify	VERB
easat-6131	111	15	the	the	DET
easat-6131	111	16	augmented	augment	VERB
easat-6131	111	17	solow	solow	PROPN
easat-6131	111	18	human	human	PROPN
easat-6131	111	19	capital	capital	NOUN
easat-6131	111	20	-	-	PUNCT
easat-6131	111	21	growth	growth	NOUN
easat-6131	111	22	model	model	NOUN
easat-6131	111	23	by	by	ADP
easat-6131	111	24	incorporating	incorporate	VERB
easat-6131	111	25	government	government	NOUN
easat-6131	111	26	expenditure	expenditure	NOUN
easat-6131	111	27	on	on	ADP
easat-6131	111	28	education	education	NOUN
easat-6131	111	29	and	and	CCONJ
easat-6131	111	30	health	health	NOUN
easat-6131	111	31	as	as	ADP
easat-6131	111	32	explicit	explicit	ADJ
easat-6131	111	33	measures	measure	NOUN
easat-6131	111	34	of	of	ADP
easat-6131	111	35	human	human	ADJ
easat-6131	111	36	capital	capital	NOUN
easat-6131	111	37	development	development	NOUN
easat-6131	111	38	.	.	PUNCT
easat-6131	112	1	these	these	DET
easat-6131	112	2	additional	additional	ADJ
easat-6131	112	3	variables	variable	NOUN
easat-6131	112	4	,	,	PUNCT
easat-6131	112	5	encompassing	encompass	VERB
easat-6131	112	6	recurrent	recurrent	NOUN
easat-6131	112	7	and	and	CCONJ
easat-6131	112	8	capital	capital	NOUN
easat-6131	112	9	expenditures	expenditure	NOUN
easat-6131	112	10	,	,	PUNCT
easat-6131	112	11	are	be	AUX
easat-6131	112	12	included	include	VERB
easat-6131	112	13	based	base	VERB
easat-6131	112	14	on	on	ADP
easat-6131	112	15	the	the	DET
easat-6131	112	16	premise	premise	NOUN
easat-6131	112	17	that	that	SCONJ
easat-6131	112	18	education	education	NOUN
easat-6131	112	19	and	and	CCONJ
easat-6131	112	20	healthcare	healthcare	NOUN
easat-6131	112	21	investments	investment	NOUN
easat-6131	112	22	are	be	AUX
easat-6131	112	23	fundamental	fundamental	ADJ
easat-6131	112	24	drivers	driver	NOUN
easat-6131	112	25	of	of	ADP
easat-6131	112	26	human	human	ADJ
easat-6131	112	27	capital	capital	NOUN
easat-6131	112	28	accumulation	accumulation	NOUN
easat-6131	112	29	.	.	PUNCT
easat-6131	113	1	the	the	DET
easat-6131	113	2	expanded	expand	VERB
easat-6131	113	3	model	model	NOUN
easat-6131	113	4	takes	take	VERB
easat-6131	113	5	the	the	DET
easat-6131	113	6	form	form	NOUN
easat-6131	113	7	:	:	PUNCT
easat-6131	113	8	𝑙𝑜𝑔𝑌𝑖𝑡	𝑙𝑜𝑔𝑌𝑖𝑡	NOUN
easat-6131	113	9	=	=	SYM
easat-6131	113	10	𝛼0	𝛼0	PROPN
easat-6131	113	11	+	+	CCONJ
easat-6131	113	12	𝛼1𝐺𝐸𝐻𝑖𝑡	𝛼1𝐺𝐸𝐻𝑖𝑡	NUM
easat-6131	113	13	+	+	CCONJ
easat-6131	113	14	𝛽1𝐺𝐸𝐸𝑖𝑡	𝛽1𝐺𝐸𝐸𝑖𝑡	VERB
easat-6131	113	15	+	+	ADJ
easat-6131	113	16	𝛽2𝑇𝑂𝑃𝑖𝑡	𝛽2𝑇𝑂𝑃𝑖𝑡	ADJ
easat-6131	113	17	+	+	CCONJ
easat-6131	113	18	𝛽3𝐺𝐹𝐶𝑖𝑡	𝛽3𝐺𝐹𝐶𝑖𝑡	ADJ
easat-6131	113	19	+	+	CCONJ
easat-6131	113	20	𝛽4𝐿𝐴𝐵𝑖𝑡	𝛽4𝐿𝐴𝐵𝑖𝑡	PROPN
easat-6131	113	21	+	+	CCONJ
easat-6131	113	22	𝛽5𝐹𝐷𝐼𝑖𝑡	𝛽5𝐹𝐷𝐼𝑖𝑡	NUM
easat-6131	113	23	+	+	CCONJ
easat-6131	113	24	𝜇𝑖𝑡	𝜇𝑖𝑡	NOUN
easat-6131	113	25	(	(	PUNCT
easat-6131	113	26	4	4	NUM
easat-6131	113	27	)	)	PUNCT
easat-6131	113	28	where	where	SCONJ
easat-6131	113	29	𝑌𝑖𝑡	𝑌𝑖𝑡	NOUN
easat-6131	113	30	(	(	PUNCT
easat-6131	113	31	economic	economic	ADJ
easat-6131	113	32	growth	growth	NOUN
easat-6131	113	33	)	)	PUNCT
easat-6131	113	34	is	be	AUX
easat-6131	113	35	proxied	proxie	VERB
easat-6131	113	36	by	by	ADP
easat-6131	113	37	real	real	ADJ
easat-6131	113	38	gross	gross	ADJ
easat-6131	113	39	domestic	domestic	ADJ
easat-6131	113	40	product	product	NOUN
easat-6131	113	41	(	(	PUNCT
easat-6131	113	42	gdp	gdp	NOUN
easat-6131	113	43	)	)	PUNCT
easat-6131	113	44	,	,	PUNCT
easat-6131	113	45	𝐺𝐸𝐻𝑖𝑡	𝐺𝐸𝐻𝑖𝑡	PROPN
easat-6131	113	46	denotes	denote	VERB
easat-6131	113	47	government	government	NOUN
easat-6131	113	48	expenditure	expenditure	NOUN
easat-6131	113	49	on	on	ADP
easat-6131	113	50	health	health	NOUN
easat-6131	113	51	,	,	PUNCT
easat-6131	113	52	𝐺𝐸𝐸𝑖𝑡	𝐺𝐸𝐸𝑖𝑡	NOUN
easat-6131	113	53	represents	represent	VERB
easat-6131	113	54	government	government	NOUN
easat-6131	113	55	expenditure	expenditure	NOUN
easat-6131	113	56	on	on	ADP
easat-6131	113	57	education	education	NOUN
easat-6131	113	58	,	,	PUNCT
easat-6131	113	59	𝐺𝐹𝐶𝑖𝑡	𝐺𝐹𝐶𝑖𝑡	PROPN
easat-6131	113	60	is	be	AUX
easat-6131	113	61	gross	gross	ADJ
easat-6131	113	62	fixed	fix	VERB
easat-6131	113	63	capital	capital	NOUN
easat-6131	113	64	formation	formation	NOUN
easat-6131	113	65	,	,	PUNCT
easat-6131	113	66	𝑇𝑂𝑃𝑖𝑡	𝑇𝑂𝑃𝑖𝑡	PROPN
easat-6131	113	67	indicates	indicate	VERB
easat-6131	113	68	trade	trade	NOUN
easat-6131	113	69	openness	openness	NOUN
easat-6131	113	70	,	,	PUNCT
easat-6131	113	71	𝐿𝐴𝐵𝑖𝑡	𝐿𝐴𝐵𝑖𝑡	PROPN
easat-6131	113	72	represents	represent	VERB
easat-6131	113	73	labour	labour	ADJ
easat-6131	113	74	force	force	NOUN
easat-6131	113	75	participation	participation	NOUN
easat-6131	113	76	rate	rate	NOUN
easat-6131	113	77	,	,	PUNCT
easat-6131	113	78	𝐹𝐷𝐼𝑖𝑡	𝐹𝐷𝐼𝑖𝑡	NUM
easat-6131	113	79	stands	stand	VERB
easat-6131	113	80	for	for	ADP
easat-6131	113	81	foreign	foreign	ADJ
easat-6131	113	82	direct	direct	ADJ
easat-6131	113	83	investment	investment	NOUN
easat-6131	113	84	,	,	PUNCT
easat-6131	113	85	𝑖	𝑖	PROPN
easat-6131	113	86	denotes	denote	VERB
easat-6131	113	87	the	the	DET
easat-6131	113	88	cross	cross	NOUN
easat-6131	113	89	-	-	NOUN
easat-6131	113	90	section	section	NOUN
easat-6131	113	91	of	of	ADP
easat-6131	113	92	the	the	DET
easat-6131	113	93	six	six	NUM
easat-6131	113	94	940	940	NUM
easat-6131	113	95	edelweiss	edelweiss	NOUN
easat-6131	113	96	applied	apply	VERB
easat-6131	113	97	science	science	NOUN
easat-6131	113	98	and	and	CCONJ
easat-6131	113	99	technology	technology	NOUN
easat-6131	113	100	issn	issn	PROPN
easat-6131	113	101	:	:	PUNCT
easat-6131	113	102	2576	2576	NUM
easat-6131	113	103	-	-	SYM
easat-6131	113	104	8484	8484	NUM
easat-6131	113	105	vol	vol	NOUN
easat-6131	113	106	.	.	PROPN
easat-6131	114	1	9	9	NUM
easat-6131	114	2	,	,	PUNCT
easat-6131	114	3	no	no	INTJ
easat-6131	114	4	.	.	NOUN
easat-6131	115	1	4	4	NUM
easat-6131	115	2	:	:	PUNCT
easat-6131	115	3	936	936	NUM
easat-6131	115	4	-	-	SYM
easat-6131	115	5	949	949	NUM
easat-6131	115	6	,	,	PUNCT
easat-6131	115	7	2025	2025	NUM
easat-6131	115	8	doi	doi	NOUN
easat-6131	115	9	:	:	PUNCT
easat-6131	115	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	115	11	©	©	PROPN
easat-6131	115	12	2025	2025	NUM
easat-6131	115	13	by	by	ADP
easat-6131	115	14	the	the	DET
easat-6131	115	15	authors	author	NOUN
easat-6131	115	16	;	;	PUNCT
easat-6131	115	17	licensee	licensee	PROPN
easat-6131	115	18	learning	learning	PROPN
easat-6131	115	19	gate	gate	PROPN
easat-6131	115	20	wamz	wamz	PROPN
easat-6131	115	21	countries	countries	PROPN
easat-6131	115	22	,	,	PUNCT
easat-6131	115	23	𝑡	𝑡	PROPN
easat-6131	115	24	represents	represent	VERB
easat-6131	115	25	the	the	DET
easat-6131	115	26	time	time	NOUN
easat-6131	115	27	dimension	dimension	NOUN
easat-6131	115	28	,	,	PUNCT
easat-6131	115	29	𝜇𝑖𝑡	𝜇𝑖𝑡	NOUN
easat-6131	115	30	is	be	AUX
easat-6131	115	31	the	the	DET
easat-6131	115	32	error	error	NOUN
easat-6131	115	33	term	term	NOUN
easat-6131	115	34	capturing	capture	VERB
easat-6131	115	35	unobserved	unobserved	ADJ
easat-6131	115	36	heterogeneity	heterogeneity	NOUN
easat-6131	115	37	.	.	PUNCT
easat-6131	116	1	this	this	DET
easat-6131	116	2	modified	modify	VERB
easat-6131	116	3	framework	framework	NOUN
easat-6131	116	4	allows	allow	VERB
easat-6131	116	5	for	for	ADP
easat-6131	116	6	a	a	DET
easat-6131	116	7	comprehensive	comprehensive	ADJ
easat-6131	116	8	assessment	assessment	NOUN
easat-6131	116	9	of	of	ADP
easat-6131	116	10	human	human	ADJ
easat-6131	116	11	capital	capital	NOUN
easat-6131	116	12	development	development	NOUN
easat-6131	116	13	's	's	PART
easat-6131	116	14	long	long	ADV
easat-6131	116	15	-	-	PUNCT
easat-6131	116	16	run	run	VERB
easat-6131	116	17	and	and	CCONJ
easat-6131	116	18	short	short	ADJ
easat-6131	116	19	-	-	PUNCT
easat-6131	116	20	run	run	NOUN
easat-6131	116	21	effects	effect	NOUN
easat-6131	116	22	on	on	ADP
easat-6131	116	23	economic	economic	ADJ
easat-6131	116	24	growth	growth	NOUN
easat-6131	116	25	in	in	ADP
easat-6131	116	26	wamz	wamz	NOUN
easat-6131	116	27	,	,	PUNCT
easat-6131	116	28	incorporating	incorporate	VERB
easat-6131	116	29	key	key	ADJ
easat-6131	116	30	macroeconomic	macroeconomic	ADJ
easat-6131	116	31	variables	variable	NOUN
easat-6131	116	32	that	that	PRON
easat-6131	116	33	influence	influence	VERB
easat-6131	116	34	the	the	DET
easat-6131	116	35	region	region	NOUN
easat-6131	116	36	's	's	PART
easat-6131	116	37	economic	economic	ADJ
easat-6131	116	38	dynamics	dynamic	NOUN
easat-6131	116	39	.	.	PUNCT
easat-6131	117	1	the	the	DET
easat-6131	117	2	augmented	augmented	PROPN
easat-6131	117	3	solow	solow	PROPN
easat-6131	117	4	human	human	PROPN
easat-6131	117	5	capital	capital	PROPN
easat-6131	117	6	growth	growth	NOUN
easat-6131	117	7	model	model	NOUN
easat-6131	117	8	is	be	AUX
easat-6131	117	9	the	the	DET
easat-6131	117	10	most	most	ADV
easat-6131	117	11	suitable	suitable	ADJ
easat-6131	117	12	framework	framework	NOUN
easat-6131	117	13	for	for	ADP
easat-6131	117	14	this	this	DET
easat-6131	117	15	study	study	NOUN
easat-6131	117	16	as	as	SCONJ
easat-6131	117	17	it	it	PRON
easat-6131	117	18	integrates	integrate	VERB
easat-6131	117	19	human	human	ADJ
easat-6131	117	20	capital	capital	NOUN
easat-6131	117	21	as	as	ADP
easat-6131	117	22	a	a	DET
easat-6131	117	23	key	key	ADJ
easat-6131	117	24	determinant	determinant	NOUN
easat-6131	117	25	of	of	ADP
easat-6131	117	26	economic	economic	ADJ
easat-6131	117	27	growth	growth	NOUN
easat-6131	117	28	,	,	PUNCT
easat-6131	117	29	aligning	align	VERB
easat-6131	117	30	with	with	ADP
easat-6131	117	31	the	the	DET
easat-6131	117	32	focus	focus	NOUN
easat-6131	117	33	on	on	ADP
easat-6131	117	34	government	government	NOUN
easat-6131	117	35	expenditure	expenditure	NOUN
easat-6131	117	36	on	on	ADP
easat-6131	117	37	education	education	NOUN
easat-6131	117	38	and	and	CCONJ
easat-6131	117	39	health	health	NOUN
easat-6131	117	40	in	in	ADP
easat-6131	117	41	the	the	DET
easat-6131	117	42	west	west	ADJ
easat-6131	117	43	african	african	ADJ
easat-6131	117	44	monetary	monetary	ADJ
easat-6131	117	45	zone	zone	NOUN
easat-6131	117	46	(	(	PUNCT
easat-6131	117	47	wamz	wamz	PROPN
easat-6131	117	48	)	)	PUNCT
easat-6131	117	49	.	.	PUNCT
easat-6131	118	1	unlike	unlike	ADP
easat-6131	118	2	the	the	DET
easat-6131	118	3	traditional	traditional	ADJ
easat-6131	118	4	[	[	X
easat-6131	118	5	1	1	NUM
easat-6131	118	6	]	]	PUNCT
easat-6131	118	7	model	model	NOUN
easat-6131	118	8	,	,	PUNCT
easat-6131	118	9	which	which	PRON
easat-6131	118	10	emphasises	emphasise	VERB
easat-6131	118	11	physical	physical	ADJ
easat-6131	118	12	capital	capital	NOUN
easat-6131	118	13	and	and	CCONJ
easat-6131	118	14	labour	labour	NOUN
easat-6131	118	15	,	,	PUNCT
easat-6131	118	16	the	the	DET
easat-6131	118	17	mankiw	mankiw	NOUN
easat-6131	118	18	,	,	PUNCT
easat-6131	118	19	et	et	PROPN
easat-6131	118	20	al	al	PROPN
easat-6131	118	21	.	.	PUNCT
easat-6131	119	1	[	[	X
easat-6131	119	2	2	2	NUM
easat-6131	119	3	]	]	PUNCT
easat-6131	119	4	extension	extension	NOUN
easat-6131	119	5	explicitly	explicitly	ADV
easat-6131	119	6	incorporates	incorporate	VERB
easat-6131	119	7	human	human	ADJ
easat-6131	119	8	capital	capital	NOUN
easat-6131	119	9	,	,	PUNCT
easat-6131	119	10	allowing	allow	VERB
easat-6131	119	11	for	for	ADP
easat-6131	119	12	a	a	DET
easat-6131	119	13	better	well	ADJ
easat-6131	119	14	understanding	understanding	NOUN
easat-6131	119	15	of	of	ADP
easat-6131	119	16	how	how	SCONJ
easat-6131	119	17	education	education	NOUN
easat-6131	119	18	and	and	CCONJ
easat-6131	119	19	healthcare	healthcare	PROPN
easat-6131	119	20	investments	investment	NOUN
easat-6131	119	21	drive	drive	VERB
easat-6131	119	22	economic	economic	ADJ
easat-6131	119	23	development	development	NOUN
easat-6131	119	24	.	.	PUNCT
easat-6131	120	1	given	give	VERB
easat-6131	120	2	wamz	wamz	PROPN
easat-6131	120	3	's	's	PART
easat-6131	120	4	structural	structural	ADJ
easat-6131	120	5	challenges	challenge	NOUN
easat-6131	120	6	,	,	PUNCT
easat-6131	120	7	such	such	ADJ
easat-6131	120	8	as	as	ADP
easat-6131	120	9	low	low	ADJ
easat-6131	120	10	human	human	ADJ
easat-6131	120	11	capital	capital	NOUN
easat-6131	120	12	development	development	NOUN
easat-6131	120	13	and	and	CCONJ
easat-6131	120	14	weak	weak	ADJ
easat-6131	120	15	healthcare	healthcare	NOUN
easat-6131	120	16	infrastructure	infrastructure	NOUN
easat-6131	120	17	,	,	PUNCT
easat-6131	120	18	this	this	DET
easat-6131	120	19	model	model	NOUN
easat-6131	120	20	comprehensively	comprehensively	ADV
easat-6131	120	21	analyses	analyse	VERB
easat-6131	120	22	their	their	PRON
easat-6131	120	23	impact	impact	NOUN
easat-6131	120	24	on	on	ADP
easat-6131	120	25	growth	growth	NOUN
easat-6131	120	26	.	.	PUNCT
easat-6131	121	1	its	its	PRON
easat-6131	121	2	flexibility	flexibility	NOUN
easat-6131	121	3	in	in	ADP
easat-6131	121	4	accommodating	accommodate	VERB
easat-6131	121	5	trade	trade	NOUN
easat-6131	121	6	openness	openness	NOUN
easat-6131	121	7	,	,	PUNCT
easat-6131	121	8	foreign	foreign	ADJ
easat-6131	121	9	direct	direct	ADJ
easat-6131	121	10	investment	investment	NOUN
easat-6131	121	11	(	(	PUNCT
easat-6131	121	12	fdi	fdi	NOUN
easat-6131	121	13	)	)	PUNCT
easat-6131	121	14	,	,	PUNCT
easat-6131	121	15	and	and	CCONJ
easat-6131	121	16	labour	labour	ADJ
easat-6131	121	17	force	force	NOUN
easat-6131	121	18	participation	participation	NOUN
easat-6131	121	19	make	make	VERB
easat-6131	121	20	it	it	PRON
easat-6131	121	21	well	well	ADV
easat-6131	121	22	-	-	PUNCT
easat-6131	121	23	suited	suit	VERB
easat-6131	121	24	for	for	ADP
easat-6131	121	25	wamz	wamz	NOUN
easat-6131	121	26	's	's	PART
easat-6131	121	27	economic	economic	ADJ
easat-6131	121	28	complexities	complexity	NOUN
easat-6131	121	29	.	.	PUNCT
easat-6131	122	1	by	by	ADP
easat-6131	122	2	employing	employ	VERB
easat-6131	122	3	the	the	DET
easat-6131	122	4	pooled	pool	VERB
easat-6131	122	5	mean	mean	NOUN
easat-6131	122	6	group	group	NOUN
easat-6131	122	7	(	(	PUNCT
easat-6131	122	8	pmg	pmg	PROPN
easat-6131	122	9	)	)	PUNCT
easat-6131	122	10	estimator	estimator	NOUN
easat-6131	122	11	,	,	PUNCT
easat-6131	122	12	this	this	DET
easat-6131	122	13	study	study	NOUN
easat-6131	122	14	captures	capture	VERB
easat-6131	122	15	both	both	PRON
easat-6131	122	16	longrun	longrun	VERB
easat-6131	122	17	equilibrium	equilibrium	NOUN
easat-6131	122	18	effects	effect	NOUN
easat-6131	122	19	and	and	CCONJ
easat-6131	122	20	short	short	ADJ
easat-6131	122	21	-	-	PUNCT
easat-6131	122	22	run	run	NOUN
easat-6131	122	23	variations	variation	NOUN
easat-6131	122	24	across	across	ADP
easat-6131	122	25	wamz	wamz	ADJ
easat-6131	122	26	economies	economy	NOUN
easat-6131	122	27	.	.	PUNCT
easat-6131	123	1	this	this	DET
easat-6131	123	2	study	study	NOUN
easat-6131	123	3	adopts	adopt	VERB
easat-6131	123	4	an	an	DET
easat-6131	123	5	ex	ex	ADJ
easat-6131	123	6	post	post	X
easat-6131	123	7	facto	facto	X
easat-6131	123	8	research	research	NOUN
easat-6131	123	9	design	design	NOUN
easat-6131	123	10	,	,	PUNCT
easat-6131	123	11	which	which	PRON
easat-6131	123	12	uses	use	VERB
easat-6131	123	13	historical	historical	ADJ
easat-6131	123	14	panel	panel	NOUN
easat-6131	123	15	data	datum	NOUN
easat-6131	123	16	to	to	PART
easat-6131	123	17	examine	examine	VERB
easat-6131	123	18	the	the	DET
easat-6131	123	19	relationship	relationship	NOUN
easat-6131	123	20	between	between	ADP
easat-6131	123	21	human	human	ADJ
easat-6131	123	22	capital	capital	NOUN
easat-6131	123	23	development	development	NOUN
easat-6131	123	24	—	—	PUNCT
easat-6131	123	25	measured	measure	VERB
easat-6131	123	26	by	by	ADP
easat-6131	123	27	government	government	NOUN
easat-6131	123	28	expenditure	expenditure	NOUN
easat-6131	123	29	on	on	ADP
easat-6131	123	30	education	education	NOUN
easat-6131	123	31	and	and	CCONJ
easat-6131	123	32	health	health	NOUN
easat-6131	123	33	—	—	PUNCT
easat-6131	123	34	and	and	CCONJ
easat-6131	123	35	economic	economic	ADJ
easat-6131	123	36	growth	growth	NOUN
easat-6131	123	37	in	in	ADP
easat-6131	123	38	wamz	wamz	ADJ
easat-6131	123	39	countries	country	NOUN
easat-6131	123	40	from	from	ADP
easat-6131	123	41	1990	1990	NUM
easat-6131	123	42	to	to	ADP
easat-6131	123	43	2023	2023	NUM
easat-6131	123	44	.	.	PUNCT
easat-6131	124	1	since	since	SCONJ
easat-6131	124	2	the	the	DET
easat-6131	124	3	variables	variable	NOUN
easat-6131	124	4	under	under	ADP
easat-6131	124	5	investigation	investigation	NOUN
easat-6131	124	6	have	have	AUX
easat-6131	124	7	already	already	ADV
easat-6131	124	8	occurred	occur	VERB
easat-6131	124	9	and	and	CCONJ
easat-6131	124	10	can	can	AUX
easat-6131	124	11	not	not	PART
easat-6131	124	12	be	be	AUX
easat-6131	124	13	manipulated	manipulate	VERB
easat-6131	124	14	,	,	PUNCT
easat-6131	124	15	the	the	DET
easat-6131	124	16	ex	ex	ADJ
easat-6131	124	17	post	post	X
easat-6131	124	18	facto	facto	X
easat-6131	124	19	design	design	NOUN
easat-6131	124	20	is	be	AUX
easat-6131	124	21	appropriate	appropriate	ADJ
easat-6131	124	22	for	for	ADP
easat-6131	124	23	identifying	identify	VERB
easat-6131	124	24	causal	causal	ADJ
easat-6131	124	25	inferences	inference	NOUN
easat-6131	124	26	based	base	VERB
easat-6131	124	27	on	on	ADP
easat-6131	124	28	observed	observed	ADJ
easat-6131	124	29	data	datum	NOUN
easat-6131	124	30	.	.	PUNCT
easat-6131	125	1	this	this	DET
easat-6131	125	2	design	design	NOUN
easat-6131	125	3	enables	enable	VERB
easat-6131	125	4	the	the	DET
easat-6131	125	5	researcher	researcher	NOUN
easat-6131	125	6	to	to	PART
easat-6131	125	7	analyse	analyse	VERB
easat-6131	125	8	existing	exist	VERB
easat-6131	125	9	economic	economic	ADJ
easat-6131	125	10	trends	trend	NOUN
easat-6131	125	11	and	and	CCONJ
easat-6131	125	12	policy	policy	NOUN
easat-6131	125	13	outcomes	outcome	NOUN
easat-6131	125	14	using	use	VERB
easat-6131	125	15	statistical	statistical	ADJ
easat-6131	125	16	techniques	technique	NOUN
easat-6131	125	17	without	without	ADP
easat-6131	125	18	influencing	influence	VERB
easat-6131	125	19	the	the	DET
easat-6131	125	20	data	datum	NOUN
easat-6131	125	21	environment	environment	NOUN
easat-6131	125	22	.	.	PUNCT
easat-6131	126	1	table	table	NOUN
easat-6131	126	2	1	1	NUM
easat-6131	126	3	.	.	PUNCT
easat-6131	126	4	data	datum	NOUN
easat-6131	126	5	sources	source	NOUN
easat-6131	126	6	and	and	CCONJ
easat-6131	126	7	expected	expect	VERB
easat-6131	126	8	signs	sign	NOUN
easat-6131	126	9	of	of	ADP
easat-6131	126	10	coefficients	coefficient	NOUN
easat-6131	126	11	economic	economic	ADJ
easat-6131	126	12	growth	growth	NOUN
easat-6131	126	13	(	(	PUNCT
easat-6131	126	14	∆𝒀𝒊𝒕	∆𝒀𝒊𝒕	PROPN
easat-6131	126	15	)	)	PUNCT
easat-6131	126	16	dependent	dependent	ADJ
easat-6131	126	17	wdi	wdi	NOUN
easat-6131	126	18	government	government	NOUN
easat-6131	126	19	expenditure	expenditure	NOUN
easat-6131	126	20	on	on	ADP
easat-6131	126	21	health	health	NOUN
easat-6131	126	22	(	(	PUNCT
easat-6131	126	23	𝐺𝐸𝐻𝑖𝑡	𝐺𝐸𝐻𝑖𝑡	PROPN
easat-6131	126	24	)	)	PUNCT
easat-6131	126	25	positive	positive	ADJ
easat-6131	126	26	(	(	PUNCT
easat-6131	126	27	+	+	ADJ
easat-6131	126	28	)	)	PUNCT
easat-6131	126	29	wdi	wdi	NOUN
easat-6131	126	30	government	government	NOUN
easat-6131	126	31	expenditure	expenditure	NOUN
easat-6131	126	32	on	on	ADP
easat-6131	126	33	education	education	NOUN
easat-6131	126	34	(	(	PUNCT
easat-6131	126	35	𝐺𝐸𝐸𝑖𝑡	𝐺𝐸𝐸𝑖𝑡	NOUN
easat-6131	126	36	)	)	PUNCT
easat-6131	126	37	positive	positive	ADJ
easat-6131	126	38	(	(	PUNCT
easat-6131	126	39	+	+	ADJ
easat-6131	126	40	)	)	PUNCT
easat-6131	126	41	wdi	wdi	PROPN
easat-6131	126	42	gross	gross	ADJ
easat-6131	126	43	fixed	fix	VERB
easat-6131	126	44	capital	capital	NOUN
easat-6131	126	45	formation	formation	NOUN
easat-6131	126	46	(	(	PUNCT
easat-6131	126	47	𝐺𝐹𝐶𝑖𝑡	𝐺𝐹𝐶𝑖𝑡	NOUN
easat-6131	126	48	)	)	PUNCT
easat-6131	126	49	positive	positive	ADJ
easat-6131	126	50	(	(	PUNCT
easat-6131	126	51	+	+	ADJ
easat-6131	126	52	)	)	PUNCT
easat-6131	126	53	wdi	wdi	NOUN
easat-6131	126	54	trade	trade	NOUN
easat-6131	126	55	openness	openness	NOUN
easat-6131	126	56	(	(	PUNCT
easat-6131	126	57	𝑇𝑂𝑃𝑖𝑡	𝑇𝑂𝑃𝑖𝑡	PROPN
easat-6131	126	58	)	)	PUNCT
easat-6131	126	59	positive	positive	ADJ
easat-6131	126	60	(	(	PUNCT
easat-6131	126	61	+	+	NOUN
easat-6131	126	62	)	)	PUNCT
easat-6131	126	63	unctad	unctad	NOUN
easat-6131	126	64	labour	labour	NOUN
easat-6131	126	65	force	force	NOUN
easat-6131	126	66	participation	participation	NOUN
easat-6131	126	67	rate	rate	NOUN
easat-6131	126	68	(	(	PUNCT
easat-6131	126	69	𝐿𝐴𝐵𝑖𝑡	𝐿𝐴𝐵𝑖𝑡	NOUN
easat-6131	126	70	)	)	PUNCT
easat-6131	126	71	positive	positive	ADJ
easat-6131	126	72	(	(	PUNCT
easat-6131	126	73	+	+	ADJ
easat-6131	126	74	)	)	PUNCT
easat-6131	126	75	wdi	wdi	NOUN
easat-6131	126	76	foreign	foreign	ADJ
easat-6131	126	77	direct	direct	ADJ
easat-6131	126	78	investment	investment	NOUN
easat-6131	126	79	(	(	PUNCT
easat-6131	126	80	𝐹𝐷𝐼𝑖𝑡	𝐹𝐷𝐼𝑖𝑡	NOUN
easat-6131	126	81	)	)	PUNCT
easat-6131	126	82	positive	positive	ADJ
easat-6131	126	83	(	(	PUNCT
easat-6131	126	84	+	+	NOUN
easat-6131	126	85	)	)	PUNCT
easat-6131	126	86	unctad	unctad	NOUN
easat-6131	126	87	note	note	NOUN
easat-6131	126	88	:	:	PUNCT
easat-6131	126	89	wdi	wdi	NOUN
easat-6131	126	90	-	-	PUNCT
easat-6131	126	91	world	world	PROPN
easat-6131	126	92	development	development	NOUN
easat-6131	126	93	indicator	indicator	NOUN
easat-6131	126	94	;	;	PUNCT
easat-6131	126	95	unctad	unctad	PROPN
easat-6131	126	96	-	-	PUNCT
easat-6131	126	97	united	united	PROPN
easat-6131	126	98	nations	nations	PROPN
easat-6131	126	99	conference	conference	PROPN
easat-6131	126	100	on	on	ADP
easat-6131	126	101	trade	trade	NOUN
easat-6131	126	102	and	and	CCONJ
easat-6131	126	103	development	development	NOUN
easat-6131	126	104	.	.	PUNCT
easat-6131	127	1	3.1	3.1	NUM
easat-6131	127	2	.	.	PUNCT
easat-6131	127	3	estimation	estimation	NOUN
easat-6131	127	4	technique	technique	NOUN
easat-6131	127	5	this	this	DET
easat-6131	127	6	study	study	NOUN
easat-6131	127	7	employs	employ	VERB
easat-6131	127	8	panel	panel	NOUN
easat-6131	127	9	data	datum	NOUN
easat-6131	127	10	covering	cover	VERB
easat-6131	127	11	six	six	NUM
easat-6131	127	12	wamz	wamz	ADJ
easat-6131	127	13	countries	country	NOUN
easat-6131	127	14	over	over	ADP
easat-6131	127	15	33	33	NUM
easat-6131	127	16	years	year	NOUN
easat-6131	127	17	(	(	PUNCT
easat-6131	127	18	1990–2023	1990–2023	NUM
easat-6131	127	19	)	)	PUNCT
easat-6131	127	20	,	,	PUNCT
easat-6131	127	21	making	make	VERB
easat-6131	127	22	the	the	DET
easat-6131	127	23	panel	panel	NOUN
easat-6131	127	24	autoregressive	autoregressive	ADJ
easat-6131	127	25	distributed	distribute	VERB
easat-6131	127	26	lag	lag	NOUN
easat-6131	127	27	(	(	PUNCT
easat-6131	127	28	ardl	ardl	NOUN
easat-6131	127	29	)	)	PUNCT
easat-6131	127	30	model	model	NOUN
easat-6131	127	31	an	an	DET
easat-6131	127	32	appropriate	appropriate	ADJ
easat-6131	127	33	estimation	estimation	NOUN
easat-6131	127	34	technique	technique	NOUN
easat-6131	127	35	.	.	PUNCT
easat-6131	128	1	following	follow	VERB
easat-6131	128	2	pesaran	pesaran	NOUN
easat-6131	128	3	and	and	CCONJ
easat-6131	128	4	smith	smith	NOUN
easat-6131	129	1	[	[	X
easat-6131	129	2	18	18	NUM
easat-6131	129	3	]	]	PUNCT
easat-6131	129	4	and	and	CCONJ
easat-6131	129	5	pesaran	pesaran	VERB
easat-6131	129	6	,	,	PUNCT
easat-6131	129	7	et	et	PROPN
easat-6131	129	8	al	al	PROPN
easat-6131	129	9	.	.	PUNCT
easat-6131	130	1	[	[	X
easat-6131	130	2	19	19	NUM
easat-6131	130	3	]	]	PUNCT
easat-6131	130	4	and	and	CCONJ
easat-6131	130	5	pesaran	pesaran	VERB
easat-6131	130	6	,	,	PUNCT
easat-6131	130	7	et	et	PROPN
easat-6131	130	8	al	al	PROPN
easat-6131	130	9	.	.	PUNCT
easat-6131	131	1	[	[	X
easat-6131	131	2	20	20	NUM
easat-6131	131	3	]	]	PUNCT
easat-6131	131	4	the	the	DET
easat-6131	131	5	panel	panel	NOUN
easat-6131	131	6	ardl	ardl	NOUN
easat-6131	131	7	model	model	NOUN
easat-6131	131	8	is	be	AUX
easat-6131	131	9	suitable	suitable	ADJ
easat-6131	131	10	when	when	SCONJ
easat-6131	131	11	variables	variable	NOUN
easat-6131	131	12	are	be	AUX
easat-6131	131	13	a	a	DET
easat-6131	131	14	mix	mix	NOUN
easat-6131	131	15	of	of	ADP
easat-6131	131	16	i(0	i(0	PROPN
easat-6131	131	17	)	)	PUNCT
easat-6131	131	18	and	and	CCONJ
easat-6131	131	19	i(1	i(1	NOUN
easat-6131	131	20	)	)	PUNCT
easat-6131	131	21	but	but	CCONJ
easat-6131	131	22	not	not	PART
easat-6131	131	23	i(2	i(2	PROPN
easat-6131	131	24	)	)	PUNCT
easat-6131	131	25	,	,	PUNCT
easat-6131	131	26	necessitating	necessitate	VERB
easat-6131	131	27	stationarity	stationarity	NOUN
easat-6131	131	28	tests	test	NOUN
easat-6131	131	29	to	to	PART
easat-6131	131	30	confirm	confirm	VERB
easat-6131	131	31	integration	integration	NOUN
easat-6131	131	32	orders	order	NOUN
easat-6131	131	33	.	.	PUNCT
easat-6131	132	1	this	this	DET
easat-6131	132	2	study	study	NOUN
easat-6131	132	3	utilises	utilise	VERB
easat-6131	132	4	the	the	DET
easat-6131	132	5	im	im	ADV
easat-6131	132	6	-	-	PUNCT
easat-6131	132	7	pesaran	pesaran	VERB
easat-6131	132	8	-	-	PUNCT
easat-6131	132	9	shin	shin	NOUN
easat-6131	132	10	(	(	PUNCT
easat-6131	132	11	ips	ips	PROPN
easat-6131	132	12	)	)	PUNCT
easat-6131	132	13	unit	unit	NOUN
easat-6131	132	14	root	root	NOUN
easat-6131	132	15	test	test	NOUN
easat-6131	132	16	,	,	PUNCT
easat-6131	132	17	which	which	PRON
easat-6131	132	18	accommodates	accommodate	VERB
easat-6131	132	19	heterogeneity	heterogeneity	NOUN
easat-6131	132	20	across	across	ADP
easat-6131	132	21	cross	cross	ADJ
easat-6131	132	22	-	-	ADJ
easat-6131	132	23	sectional	sectional	ADJ
easat-6131	132	24	units	unit	NOUN
easat-6131	132	25	and	and	CCONJ
easat-6131	132	26	assumes	assume	VERB
easat-6131	132	27	interdependence	interdependence	NOUN
easat-6131	132	28	among	among	ADP
easat-6131	132	29	them	they	PRON
easat-6131	132	30	.	.	PUNCT
easat-6131	133	1	the	the	DET
easat-6131	133	2	ips	ips	PROPN
easat-6131	133	3	test	test	NOUN
easat-6131	133	4	is	be	AUX
easat-6131	133	5	advantageous	advantageous	ADJ
easat-6131	133	6	as	as	SCONJ
easat-6131	133	7	it	it	PRON
easat-6131	133	8	relaxes	relax	VERB
easat-6131	133	9	the	the	DET
easat-6131	133	10	restrictive	restrictive	ADJ
easat-6131	133	11	assumption	assumption	NOUN
easat-6131	133	12	of	of	ADP
easat-6131	133	13	a	a	DET
easat-6131	133	14	uniform	uniform	ADJ
easat-6131	133	15	autoregressive	autoregressive	ADJ
easat-6131	133	16	parameter	parameter	NOUN
easat-6131	133	17	,	,	PUNCT
easat-6131	133	18	allowing	allow	VERB
easat-6131	133	19	for	for	ADP
easat-6131	133	20	a	a	DET
easat-6131	133	21	combination	combination	NOUN
easat-6131	133	22	of	of	ADP
easat-6131	133	23	stationary	stationary	ADJ
easat-6131	133	24	and	and	CCONJ
easat-6131	133	25	non	non	ADJ
easat-6131	133	26	-	-	ADJ
easat-6131	133	27	stationary	stationary	ADJ
easat-6131	133	28	series	series	NOUN
easat-6131	133	29	within	within	ADP
easat-6131	133	30	the	the	DET
easat-6131	133	31	panel	panel	NOUN
easat-6131	133	32	.	.	PUNCT
easat-6131	134	1	given	give	VERB
easat-6131	134	2	the	the	DET
easat-6131	134	3	economic	economic	ADJ
easat-6131	134	4	diversity	diversity	NOUN
easat-6131	134	5	of	of	ADP
easat-6131	134	6	wamz	wamz	ADJ
easat-6131	134	7	countries	country	NOUN
easat-6131	134	8	,	,	PUNCT
easat-6131	134	9	this	this	DET
easat-6131	134	10	approach	approach	NOUN
easat-6131	134	11	enables	enable	VERB
easat-6131	134	12	country	country	NOUN
easat-6131	134	13	-	-	PUNCT
easat-6131	134	14	specific	specific	ADJ
easat-6131	134	15	variations	variation	NOUN
easat-6131	134	16	in	in	ADP
easat-6131	134	17	human	human	ADJ
easat-6131	134	18	capital	capital	NOUN
easat-6131	134	19	investments	investment	NOUN
easat-6131	134	20	and	and	CCONJ
easat-6131	134	21	economic	economic	ADJ
easat-6131	134	22	growth	growth	NOUN
easat-6131	134	23	trends	trend	NOUN
easat-6131	134	24	,	,	PUNCT
easat-6131	134	25	ensuring	ensure	VERB
easat-6131	134	26	robust	robust	ADJ
easat-6131	134	27	short	short	ADJ
easat-6131	134	28	-	-	PUNCT
easat-6131	134	29	run	run	NOUN
easat-6131	134	30	and	and	CCONJ
easat-6131	134	31	long	long	ADV
easat-6131	134	32	-	-	PUNCT
easat-6131	134	33	run	run	NOUN
easat-6131	134	34	estimates	estimate	NOUN
easat-6131	134	35	.	.	PUNCT
easat-6131	135	1	the	the	DET
easat-6131	135	2	panel	panel	NOUN
easat-6131	135	3	ardl	ardl	PROPN
easat-6131	135	4	model	model	NOUN
easat-6131	135	5	effectively	effectively	ADV
easat-6131	135	6	estimates	estimate	VERB
easat-6131	135	7	both	both	CCONJ
easat-6131	135	8	short	short	ADJ
easat-6131	135	9	-	-	PUNCT
easat-6131	135	10	run	run	VERB
easat-6131	135	11	and	and	CCONJ
easat-6131	135	12	long	long	ADV
easat-6131	135	13	-	-	PUNCT
easat-6131	135	14	run	run	VERB
easat-6131	135	15	coefficients	coefficient	NOUN
easat-6131	135	16	while	while	SCONJ
easat-6131	135	17	addressing	address	VERB
easat-6131	135	18	heterogeneity	heterogeneity	NOUN
easat-6131	135	19	biases	bias	NOUN
easat-6131	135	20	in	in	ADP
easat-6131	135	21	dynamic	dynamic	ADJ
easat-6131	135	22	panels	panel	NOUN
easat-6131	135	23	.	.	PUNCT
easat-6131	136	1	pesaran	pesaran	PROPN
easat-6131	136	2	and	and	CCONJ
easat-6131	136	3	smith	smith	PROPN
easat-6131	137	1	[	[	X
easat-6131	137	2	18	18	NUM
easat-6131	137	3	]	]	PUNCT
easat-6131	137	4	propose	propose	VERB
easat-6131	137	5	the	the	DET
easat-6131	137	6	mean	mean	ADJ
easat-6131	137	7	group	group	NOUN
easat-6131	137	8	(	(	PUNCT
easat-6131	137	9	mg	mg	NOUN
easat-6131	137	10	)	)	PUNCT
easat-6131	137	11	estimator	estimator	NOUN
easat-6131	137	12	,	,	PUNCT
easat-6131	137	13	which	which	PRON
easat-6131	137	14	averages	average	VERB
easat-6131	137	15	individual	individual	ADJ
easat-6131	137	16	country	country	NOUN
easat-6131	137	17	-	-	PUNCT
easat-6131	137	18	specific	specific	ADJ
easat-6131	137	19	ardl	ardl	NOUN
easat-6131	137	20	parameters	parameter	NOUN
easat-6131	137	21	but	but	CCONJ
easat-6131	137	22	becomes	become	VERB
easat-6131	137	23	inefficient	inefficient	ADJ
easat-6131	137	24	when	when	SCONJ
easat-6131	137	25	slope	slope	NOUN
easat-6131	137	26	homogeneity	homogeneity	NOUN
easat-6131	137	27	holds	hold	VERB
easat-6131	137	28	.	.	PUNCT
easat-6131	138	1	conversely	conversely	ADV
easat-6131	138	2	,	,	PUNCT
easat-6131	138	3	pesaran	pesaran	VERB
easat-6131	138	4	,	,	PUNCT
easat-6131	138	5	et	et	PROPN
easat-6131	138	6	al	al	PROPN
easat-6131	138	7	.	.	PUNCT
easat-6131	139	1	[	[	X
easat-6131	139	2	19	19	NUM
easat-6131	139	3	]	]	PUNCT
easat-6131	139	4	and	and	CCONJ
easat-6131	139	5	pesaran	pesaran	VERB
easat-6131	139	6	,	,	PUNCT
easat-6131	139	7	et	et	PROPN
easat-6131	139	8	al	al	PROPN
easat-6131	139	9	.	.	PUNCT
easat-6131	140	1	[	[	X
easat-6131	140	2	20	20	NUM
easat-6131	140	3	]	]	PUNCT
easat-6131	140	4	introduce	introduce	VERB
easat-6131	140	5	the	the	DET
easat-6131	140	6	pooled	pooled	ADJ
easat-6131	140	7	mean	mean	NOUN
easat-6131	140	8	group	group	NOUN
easat-6131	140	9	(	(	PUNCT
easat-6131	140	10	pmg	pmg	PROPN
easat-6131	140	11	)	)	PUNCT
easat-6131	140	12	estimator	estimator	NOUN
easat-6131	140	13	,	,	PUNCT
easat-6131	140	14	which	which	PRON
easat-6131	140	15	assumes	assume	VERB
easat-6131	140	16	long	long	ADJ
easat-6131	140	17	-	-	PUNCT
easat-6131	140	18	run	run	VERB
easat-6131	140	19	coefficient	coefficient	NOUN
easat-6131	140	20	homogeneity	homogeneity	NOUN
easat-6131	140	21	while	while	SCONJ
easat-6131	140	22	allowing	allow	VERB
easat-6131	140	23	short	short	ADJ
easat-6131	140	24	-	-	PUNCT
easat-6131	140	25	run	run	NOUN
easat-6131	140	26	dynamics	dynamic	NOUN
easat-6131	140	27	to	to	PART
easat-6131	140	28	vary	vary	VERB
easat-6131	140	29	across	across	ADP
easat-6131	140	30	countries	country	NOUN
easat-6131	140	31	,	,	PUNCT
easat-6131	140	32	making	make	VERB
easat-6131	140	33	it	it	PRON
easat-6131	140	34	more	more	ADV
easat-6131	140	35	efficient	efficient	ADJ
easat-6131	140	36	under	under	ADP
easat-6131	140	37	long	long	ADV
easat-6131	140	38	-	-	PUNCT
easat-6131	140	39	run	run	VERB
easat-6131	140	40	equilibrium	equilibrium	NOUN
easat-6131	140	41	941	941	NUM
easat-6131	140	42	edelweiss	edelweiss	PROPN
easat-6131	140	43	applied	apply	VERB
easat-6131	140	44	science	science	NOUN
easat-6131	140	45	and	and	CCONJ
easat-6131	140	46	technology	technology	NOUN
easat-6131	140	47	issn	issn	PROPN
easat-6131	140	48	:	:	PUNCT
easat-6131	140	49	2576	2576	NUM
easat-6131	140	50	-	-	SYM
easat-6131	140	51	8484	8484	NUM
easat-6131	140	52	vol	vol	NOUN
easat-6131	140	53	.	.	PROPN
easat-6131	141	1	9	9	NUM
easat-6131	141	2	,	,	PUNCT
easat-6131	141	3	no	no	INTJ
easat-6131	141	4	.	.	NOUN
easat-6131	142	1	4	4	NUM
easat-6131	142	2	:	:	PUNCT
easat-6131	142	3	936	936	NUM
easat-6131	142	4	-	-	SYM
easat-6131	142	5	949	949	NUM
easat-6131	142	6	,	,	PUNCT
easat-6131	142	7	2025	2025	NUM
easat-6131	142	8	doi	doi	NOUN
easat-6131	142	9	:	:	PUNCT
easat-6131	142	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	142	11	©	©	PROPN
easat-6131	142	12	2025	2025	NUM
easat-6131	142	13	by	by	ADP
easat-6131	142	14	the	the	DET
easat-6131	142	15	authors	author	NOUN
easat-6131	142	16	;	;	PUNCT
easat-6131	142	17	licensee	licensee	PROPN
easat-6131	142	18	learning	learn	VERB
easat-6131	142	19	gate	gate	NOUN
easat-6131	142	20	convergence	convergence	NOUN
easat-6131	142	21	.	.	PUNCT
easat-6131	143	1	this	this	DET
easat-6131	143	2	study	study	NOUN
easat-6131	143	3	conducts	conduct	VERB
easat-6131	143	4	a	a	DET
easat-6131	143	5	hausman	hausman	NOUN
easat-6131	143	6	[	[	X
easat-6131	143	7	21	21	NUM
easat-6131	143	8	]	]	PUNCT
easat-6131	143	9	to	to	PART
easat-6131	143	10	determine	determine	VERB
easat-6131	143	11	the	the	DET
easat-6131	143	12	appropriate	appropriate	ADJ
easat-6131	143	13	estimator	estimator	NOUN
easat-6131	143	14	,	,	PUNCT
easat-6131	143	15	where	where	SCONJ
easat-6131	143	16	pmg	pmg	PROPN
easat-6131	143	17	is	be	AUX
easat-6131	143	18	preferred	preferred	ADJ
easat-6131	143	19	if	if	SCONJ
easat-6131	143	20	p	p	X
easat-6131	143	21	>	>	X
easat-6131	143	22	0.05	0.05	NUM
easat-6131	143	23	.	.	PUNCT
easat-6131	144	1	a	a	DET
easat-6131	144	2	re	re	ADJ
easat-6131	144	3	-	-	ADJ
easat-6131	144	4	parameterised	parameterised	ADJ
easat-6131	144	5	panel	panel	NOUN
easat-6131	144	6	ardl	ardl	NOUN
easat-6131	144	7	error	error	NOUN
easat-6131	144	8	correction	correction	NOUN
easat-6131	144	9	model	model	NOUN
easat-6131	144	10	is	be	AUX
easat-6131	144	11	adopted	adopt	VERB
easat-6131	144	12	,	,	PUNCT
easat-6131	144	13	with	with	ADP
easat-6131	144	14	the	the	DET
easat-6131	144	15	error	error	NOUN
easat-6131	144	16	correction	correction	NOUN
easat-6131	144	17	term	term	NOUN
easat-6131	144	18	(	(	PUNCT
easat-6131	144	19	ect	ect	X
easat-6131	144	20	)	)	PUNCT
easat-6131	144	21	capturing	capture	VERB
easat-6131	144	22	the	the	DET
easat-6131	144	23	speed	speed	NOUN
easat-6131	144	24	of	of	ADP
easat-6131	144	25	adjustment	adjustment	NOUN
easat-6131	144	26	toward	toward	ADP
easat-6131	144	27	long	long	ADJ
easat-6131	144	28	-	-	PUNCT
easat-6131	144	29	run	run	NOUN
easat-6131	144	30	equilibrium	equilibrium	NOUN
easat-6131	144	31	.	.	PUNCT
easat-6131	145	1	the	the	DET
easat-6131	145	2	reparameterised	reparameterise	VERB
easat-6131	145	3	panel	panel	NOUN
easat-6131	145	4	ardl	ardl	NOUN
easat-6131	145	5	(	(	PUNCT
easat-6131	145	6	p	p	X
easat-6131	145	7	,	,	PUNCT
easat-6131	145	8	q	q	ADJ
easat-6131	145	9	,	,	PUNCT
easat-6131	145	10	q	q	NOUN
easat-6131	145	11	…	…	PUNCT
easat-6131	145	12	,	,	PUNCT
easat-6131	145	13	q	q	X
easat-6131	145	14	)	)	PUNCT
easat-6131	145	15	error	error	NOUN
easat-6131	145	16	correction	correction	NOUN
easat-6131	145	17	model	model	NOUN
easat-6131	145	18	can	can	AUX
easat-6131	145	19	be	be	AUX
easat-6131	145	20	demonstrated	demonstrate	VERB
easat-6131	145	21	thus	thus	ADV
easat-6131	145	22	;	;	PUNCT
easat-6131	145	23	∆𝑌𝑖𝑡	∆𝑌𝑖𝑡	NOUN
easat-6131	145	24	=	=	PUNCT
easat-6131	145	25	𝜋𝑖𝐸𝐶𝑇𝑖𝑡	𝜋𝑖𝐸𝐶𝑇𝑖𝑡	PROPN
easat-6131	145	26	+	+	CCONJ
easat-6131	145	27	∑	∑	ADP
easat-6131	145	28	𝜔𝑖𝑗∆(∆𝑌)𝑖𝑡−𝑗	𝜔𝑖𝑗∆(∆𝑌)𝑖𝑡−𝑗	NOUN
easat-6131	145	29	+	+	CCONJ
easat-6131	145	30	𝑝−1	𝑝−1	PROPN
easat-6131	145	31	𝑗=1	𝑗=1	PROPN
easat-6131	145	32	∑	∑	PUNCT
easat-6131	145	33	∅𝑖𝑗	∅𝑖𝑗	PROPN
easat-6131	145	34	′	′	NUM
easat-6131	145	35	∆𝑋𝑖,𝑡−𝑗	∆𝑋𝑖,𝑡−𝑗	NOUN
easat-6131	145	36	𝑞−1	𝑞−1	PROPN
easat-6131	145	37	𝑗=0	𝑗=0	PROPN
easat-6131	146	1	+	+	CCONJ
easat-6131	146	2	𝛼𝑖	𝛼𝑖	PROPN
easat-6131	146	3	+	+	CCONJ
easat-6131	146	4	𝜀𝑖𝑡	𝜀𝑖𝑡	VERB
easat-6131	146	5	(	(	PUNCT
easat-6131	146	6	4	4	NUM
easat-6131	146	7	)	)	PUNCT
easat-6131	146	8	notes	note	NOUN
easat-6131	146	9	:	:	PUNCT
easat-6131	146	10	𝜋𝑖	𝜋𝑖	X
easat-6131	146	11	=	=	PUNCT
easat-6131	146	12	−(1	−(1	NOUN
easat-6131	146	13	−	−	PROPN
easat-6131	146	14	𝛾𝑖	𝛾𝑖	CCONJ
easat-6131	146	15	)	)	PUNCT
easat-6131	146	16	,	,	PUNCT
easat-6131	146	17	the	the	DET
easat-6131	146	18	coefficient	coefficient	NOUN
easat-6131	146	19	of	of	ADP
easat-6131	146	20	the	the	DET
easat-6131	146	21	speed	speed	NOUN
easat-6131	146	22	of	of	ADP
easat-6131	146	23	adjustment	adjustment	NOUN
easat-6131	146	24	for	for	ADP
easat-6131	146	25	the	the	DET
easat-6131	146	26	group	group	NOUN
easat-6131	146	27	is	be	AUX
easat-6131	146	28	expected	expect	VERB
easat-6131	146	29	to	to	PART
easat-6131	146	30	be	be	AUX
easat-6131	146	31	negative	negative	ADJ
easat-6131	146	32	and	and	CCONJ
easat-6131	146	33	statistically	statistically	ADV
easat-6131	146	34	significant	significant	ADJ
easat-6131	146	35	.	.	PUNCT
easat-6131	147	1	𝐸𝐶𝑇	𝐸𝐶𝑇	NOUN
easat-6131	147	2	=	=	PUNCT
easat-6131	148	1	[	[	X
easat-6131	148	2	𝑌𝑖,𝑡−1	𝑌𝑖,𝑡−1	X
easat-6131	148	3	−	−	NOUN
easat-6131	148	4	𝜑𝑖	𝜑𝑖	NOUN
easat-6131	148	5	′𝑋𝑖,𝑡	′𝑋𝑖,𝑡	PROPN
easat-6131	148	6	]	]	X
easat-6131	148	7	,	,	PUNCT
easat-6131	148	8	the	the	DET
easat-6131	148	9	error	error	NOUN
easat-6131	148	10	correction	correction	NOUN
easat-6131	148	11	term	term	NOUN
easat-6131	148	12	.	.	PUNCT
easat-6131	149	1	𝜔𝑖𝑗	𝜔𝑖𝑗	NOUN
easat-6131	149	2	,	,	PUNCT
easat-6131	149	3	∅𝑖𝑗	∅𝑖𝑗	PROPN
easat-6131	149	4	′	′	NUM
easat-6131	149	5	signifies	signify	VERB
easat-6131	149	6	the	the	DET
easat-6131	149	7	short	short	ADJ
easat-6131	149	8	-	-	PUNCT
easat-6131	149	9	run	run	VERB
easat-6131	149	10	dynamic	dynamic	ADJ
easat-6131	149	11	coefficients	coefficient	NOUN
easat-6131	149	12	and	and	CCONJ
easat-6131	149	13	𝜑𝑖	𝜑𝑖	ADV
easat-6131	149	14	′	′	NUM
easat-6131	150	1	=	=	SYM
easat-6131	150	2	vector	vector	NOUN
easat-6131	150	3	of	of	ADP
easat-6131	150	4	long	long	ADJ
easat-6131	150	5	-	-	PUNCT
easat-6131	150	6	run	run	NOUN
easat-6131	150	7	relationships	relationship	NOUN
easat-6131	150	8	.	.	PUNCT
easat-6131	151	1	4	4	X
easat-6131	151	2	.	.	NOUN
easat-6131	151	3	results	result	NOUN
easat-6131	151	4	and	and	CCONJ
easat-6131	151	5	discussions	discussion	NOUN
easat-6131	151	6	4.1	4.1	NUM
easat-6131	151	7	.	.	PUNCT
easat-6131	152	1	pre	pre	ADJ
easat-6131	152	2	-	-	NOUN
easat-6131	152	3	estimation	estimation	NOUN
easat-6131	152	4	tests	test	VERB
easat-6131	152	5	the	the	DET
easat-6131	152	6	summary	summary	NOUN
easat-6131	152	7	statistics	statistic	NOUN
easat-6131	152	8	provide	provide	VERB
easat-6131	152	9	valuable	valuable	ADJ
easat-6131	152	10	insights	insight	NOUN
easat-6131	152	11	into	into	ADP
easat-6131	152	12	the	the	DET
easat-6131	152	13	distribution	distribution	NOUN
easat-6131	152	14	and	and	CCONJ
easat-6131	152	15	characteristics	characteristic	NOUN
easat-6131	152	16	of	of	ADP
easat-6131	152	17	the	the	DET
easat-6131	152	18	variables	variable	NOUN
easat-6131	152	19	used	use	VERB
easat-6131	152	20	in	in	ADP
easat-6131	152	21	analysing	analyse	VERB
easat-6131	152	22	the	the	DET
easat-6131	152	23	impact	impact	NOUN
easat-6131	152	24	of	of	ADP
easat-6131	152	25	human	human	ADJ
easat-6131	152	26	capital	capital	NOUN
easat-6131	152	27	development	development	NOUN
easat-6131	152	28	on	on	ADP
easat-6131	152	29	economic	economic	ADJ
easat-6131	152	30	growth	growth	NOUN
easat-6131	152	31	in	in	ADP
easat-6131	152	32	the	the	DET
easat-6131	152	33	west	west	ADJ
easat-6131	152	34	african	african	ADJ
easat-6131	152	35	monetary	monetary	ADJ
easat-6131	152	36	zone	zone	NOUN
easat-6131	152	37	(	(	PUNCT
easat-6131	152	38	wamz	wamz	PROPN
easat-6131	152	39	)	)	PUNCT
easat-6131	152	40	.	.	PUNCT
easat-6131	153	1	the	the	DET
easat-6131	153	2	average	average	ADJ
easat-6131	153	3	gdp	gdp	NOUN
easat-6131	153	4	growth	growth	NOUN
easat-6131	153	5	rate	rate	NOUN
easat-6131	153	6	of	of	ADP
easat-6131	153	7	3.87	3.87	NUM
easat-6131	153	8	%	%	NOUN
easat-6131	153	9	indicates	indicate	VERB
easat-6131	153	10	modest	modest	ADJ
easat-6131	153	11	economic	economic	ADJ
easat-6131	153	12	expansion	expansion	NOUN
easat-6131	153	13	across	across	ADP
easat-6131	153	14	the	the	DET
easat-6131	153	15	region	region	NOUN
easat-6131	153	16	,	,	PUNCT
easat-6131	153	17	while	while	SCONJ
easat-6131	153	18	government	government	NOUN
easat-6131	153	19	expenditure	expenditure	NOUN
easat-6131	153	20	on	on	ADP
easat-6131	153	21	education	education	NOUN
easat-6131	153	22	and	and	CCONJ
easat-6131	153	23	health	health	NOUN
easat-6131	153	24	,	,	PUNCT
easat-6131	153	25	at	at	ADP
easat-6131	153	26	2.38	2.38	NUM
easat-6131	153	27	%	%	NOUN
easat-6131	153	28	and	and	CCONJ
easat-6131	153	29	5.27	5.27	NUM
easat-6131	153	30	%	%	NOUN
easat-6131	153	31	of	of	ADP
easat-6131	153	32	gdp	gdp	NOUN
easat-6131	153	33	,	,	PUNCT
easat-6131	153	34	respectively	respectively	ADV
easat-6131	153	35	,	,	PUNCT
easat-6131	153	36	suggests	suggest	VERB
easat-6131	153	37	relatively	relatively	ADV
easat-6131	153	38	low	low	ADJ
easat-6131	153	39	investments	investment	NOUN
easat-6131	153	40	in	in	ADP
easat-6131	153	41	human	human	ADJ
easat-6131	153	42	capital	capital	NOUN
easat-6131	153	43	.	.	PUNCT
easat-6131	154	1	other	other	ADJ
easat-6131	154	2	key	key	ADJ
easat-6131	154	3	economic	economic	ADJ
easat-6131	154	4	indicators	indicator	NOUN
easat-6131	154	5	include	include	VERB
easat-6131	154	6	gross	gross	ADJ
easat-6131	154	7	fixed	fix	VERB
easat-6131	154	8	capital	capital	NOUN
easat-6131	154	9	formation	formation	NOUN
easat-6131	154	10	(	(	PUNCT
easat-6131	154	11	14.88	14.88	NUM
easat-6131	154	12	%	%	NOUN
easat-6131	154	13	)	)	PUNCT
easat-6131	154	14	,	,	PUNCT
easat-6131	154	15	labour	labour	NOUN
easat-6131	154	16	force	force	NOUN
easat-6131	154	17	participation	participation	NOUN
easat-6131	154	18	(	(	PUNCT
easat-6131	154	19	67.76	67.76	NUM
easat-6131	154	20	%	%	NOUN
easat-6131	154	21	)	)	PUNCT
easat-6131	154	22	,	,	PUNCT
easat-6131	154	23	foreign	foreign	ADJ
easat-6131	154	24	direct	direct	ADJ
easat-6131	154	25	investment	investment	NOUN
easat-6131	154	26	(	(	PUNCT
easat-6131	154	27	fdi	fdi	NOUN
easat-6131	154	28	)	)	PUNCT
easat-6131	154	29	(	(	PUNCT
easat-6131	154	30	6.76	6.76	NUM
easat-6131	154	31	%	%	NOUN
easat-6131	154	32	)	)	PUNCT
easat-6131	154	33	,	,	PUNCT
easat-6131	154	34	and	and	CCONJ
easat-6131	154	35	trade	trade	NOUN
easat-6131	154	36	openness	openness	NOUN
easat-6131	154	37	(	(	PUNCT
easat-6131	154	38	0.54	0.54	NUM
easat-6131	154	39	)	)	PUNCT
easat-6131	154	40	,	,	PUNCT
easat-6131	154	41	reflecting	reflect	VERB
easat-6131	154	42	moderate	moderate	ADJ
easat-6131	154	43	international	international	ADJ
easat-6131	154	44	economic	economic	ADJ
easat-6131	154	45	engagement	engagement	NOUN
easat-6131	154	46	.	.	PUNCT
easat-6131	155	1	the	the	DET
easat-6131	155	2	standard	standard	ADJ
easat-6131	155	3	deviations	deviation	NOUN
easat-6131	155	4	show	show	VERB
easat-6131	155	5	substantial	substantial	ADJ
easat-6131	155	6	variability	variability	NOUN
easat-6131	155	7	in	in	ADP
easat-6131	155	8	economic	economic	ADJ
easat-6131	155	9	performance	performance	NOUN
easat-6131	155	10	,	,	PUNCT
easat-6131	155	11	with	with	ADP
easat-6131	155	12	gdp	gdp	NOUN
easat-6131	155	13	growth	growth	NOUN
easat-6131	155	14	exhibiting	exhibit	VERB
easat-6131	155	15	a	a	DET
easat-6131	155	16	high	high	ADJ
easat-6131	155	17	deviation	deviation	NOUN
easat-6131	155	18	of	of	ADP
easat-6131	155	19	10.99	10.99	NUM
easat-6131	155	20	%	%	NOUN
easat-6131	155	21	,	,	PUNCT
easat-6131	155	22	indicating	indicate	VERB
easat-6131	155	23	fluctuations	fluctuation	NOUN
easat-6131	155	24	in	in	ADP
easat-6131	155	25	economic	economic	ADJ
easat-6131	155	26	stability	stability	NOUN
easat-6131	155	27	.	.	PUNCT
easat-6131	156	1	similarly	similarly	ADV
easat-6131	156	2	,	,	PUNCT
easat-6131	156	3	fdi	fdi	PROPN
easat-6131	156	4	,	,	PUNCT
easat-6131	156	5	with	with	ADP
easat-6131	156	6	a	a	DET
easat-6131	156	7	standard	standard	ADJ
easat-6131	156	8	deviation	deviation	NOUN
easat-6131	156	9	of	of	ADP
easat-6131	156	10	25.20	25.20	NUM
easat-6131	156	11	%	%	NOUN
easat-6131	156	12	,	,	PUNCT
easat-6131	156	13	highlights	highlight	VERB
easat-6131	156	14	significant	significant	ADJ
easat-6131	156	15	fluctuations	fluctuation	NOUN
easat-6131	156	16	in	in	ADP
easat-6131	156	17	foreign	foreign	ADJ
easat-6131	156	18	investment	investment	NOUN
easat-6131	156	19	inflows	inflow	NOUN
easat-6131	156	20	,	,	PUNCT
easat-6131	156	21	while	while	SCONJ
easat-6131	156	22	government	government	NOUN
easat-6131	156	23	expenditure	expenditure	NOUN
easat-6131	156	24	on	on	ADP
easat-6131	156	25	education	education	NOUN
easat-6131	156	26	(	(	PUNCT
easat-6131	156	27	1.78	1.78	NUM
easat-6131	156	28	%	%	NOUN
easat-6131	156	29	)	)	PUNCT
easat-6131	156	30	and	and	CCONJ
easat-6131	156	31	health	health	NOUN
easat-6131	156	32	(	(	PUNCT
easat-6131	156	33	3.56	3.56	NUM
easat-6131	156	34	%	%	NOUN
easat-6131	156	35	)	)	PUNCT
easat-6131	156	36	display	display	VERB
easat-6131	156	37	more	more	ADV
easat-6131	156	38	moderate	moderate	ADJ
easat-6131	156	39	variation	variation	NOUN
easat-6131	156	40	across	across	ADP
easat-6131	156	41	wamz	wamz	ADJ
easat-6131	156	42	countries	country	NOUN
easat-6131	156	43	.	.	PUNCT
easat-6131	157	1	table	table	NOUN
easat-6131	157	2	2	2	NUM
easat-6131	157	3	.	.	PUNCT
easat-6131	157	4	summary	summary	NOUN
easat-6131	157	5	statistics	statistic	NOUN
easat-6131	157	6	.	.	PUNCT
easat-6131	158	1	variable	variable	ADJ
easat-6131	158	2	gdpg	gdpg	PROPN
easat-6131	158	3	edu	edu	PROPN
easat-6131	158	4	hlt	hlt	PROPN
easat-6131	158	5	gfc	gfc	PROPN
easat-6131	158	6	lab	lab	PROPN
easat-6131	158	7	fdi	fdi	PROPN
easat-6131	158	8	opn	opn	PROPN
easat-6131	158	9	obs	obs	PROPN
easat-6131	158	10	204	204	NUM
easat-6131	158	11	204	204	NUM
easat-6131	158	12	204	204	NUM
easat-6131	158	13	204	204	NUM
easat-6131	158	14	204	204	NUM
easat-6131	158	15	204	204	NUM
easat-6131	158	16	204	204	NUM
easat-6131	158	17	mean	mean	NOUN
easat-6131	158	18	3.872	3.872	NUM
easat-6131	158	19	2.3847	2.3847	NUM
easat-6131	158	20	5.2662	5.2662	NUM
easat-6131	158	21	14.878	14.878	NUM
easat-6131	158	22	67.7596	67.7596	NUM
easat-6131	158	23	6.7553	6.7553	NUM
easat-6131	158	24	0.5418	0.5418	NUM
easat-6131	158	25	std	std	NOUN
easat-6131	158	26	.	.	PUNCT
easat-6131	158	27	dev	dev	PROPN
easat-6131	158	28	.	.	PUNCT
easat-6131	159	1	10.989	10.989	NUM
easat-6131	159	2	1.7767	1.7767	NUM
easat-6131	159	3	3.5568	3.5568	NUM
easat-6131	159	4	7.3412	7.3412	NUM
easat-6131	159	5	11.9238	11.9238	NUM
easat-6131	159	6	25.1980	25.1980	NUM
easat-6131	159	7	0.6951	0.6951	NUM
easat-6131	159	8	min	min	NOUN
easat-6131	160	1	-51.031	-51.031	NOUN
easat-6131	160	2	0.1081	0.1081	NUM
easat-6131	160	3	2.0012	2.0012	NUM
easat-6131	160	4	-2.4244	-2.4244	NOUN
easat-6131	161	1	48.642	48.642	NUM
easat-6131	161	2	-202.824	-202.824	NUM
easat-6131	161	3	0.0956	0.0956	NUM
easat-6131	161	4	max	max	PROPN
easat-6131	161	5	106.28	106.28	NUM
easat-6131	161	6	9.4422	9.4422	NUM
easat-6131	161	7	26.2949	26.2949	NUM
easat-6131	161	8	52.4183	52.4183	NUM
easat-6131	161	9	84.301	84.301	NUM
easat-6131	161	10	167.329	167.329	NUM
easat-6131	161	11	6.3636	6.3636	NUM
easat-6131	161	12	the	the	DET
easat-6131	161	13	minimum	minimum	ADJ
easat-6131	161	14	and	and	CCONJ
easat-6131	161	15	maximum	maximum	ADJ
easat-6131	161	16	values	value	NOUN
easat-6131	161	17	further	far	ADV
easat-6131	161	18	emphasise	emphasise	VERB
easat-6131	161	19	economic	economic	ADJ
easat-6131	161	20	volatility	volatility	NOUN
easat-6131	161	21	in	in	ADP
easat-6131	161	22	the	the	DET
easat-6131	161	23	region	region	NOUN
easat-6131	161	24	.	.	PUNCT
easat-6131	162	1	gdp	gdp	NOUN
easat-6131	162	2	growth	growth	NOUN
easat-6131	162	3	ranges	range	VERB
easat-6131	162	4	from	from	ADP
easat-6131	162	5	-51.03	-51.03	ADV
easat-6131	162	6	%	%	NOUN
easat-6131	162	7	to	to	ADP
easat-6131	162	8	106.28	106.28	NUM
easat-6131	162	9	%	%	NOUN
easat-6131	162	10	,	,	PUNCT
easat-6131	162	11	illustrating	illustrate	VERB
easat-6131	162	12	periods	period	NOUN
easat-6131	162	13	of	of	ADP
easat-6131	162	14	economic	economic	ADJ
easat-6131	162	15	contraction	contraction	NOUN
easat-6131	162	16	and	and	CCONJ
easat-6131	162	17	rapid	rapid	ADJ
easat-6131	162	18	expansion	expansion	NOUN
easat-6131	162	19	,	,	PUNCT
easat-6131	162	20	while	while	SCONJ
easat-6131	162	21	fdi	fdi	NOUN
easat-6131	162	22	swings	swing	NOUN
easat-6131	162	23	between	between	ADP
easat-6131	162	24	-202.82	-202.82	PROPN
easat-6131	162	25	and	and	CCONJ
easat-6131	162	26	167.33	167.33	NUM
easat-6131	162	27	,	,	PUNCT
easat-6131	162	28	indicating	indicate	VERB
easat-6131	162	29	significant	significant	ADJ
easat-6131	162	30	capital	capital	NOUN
easat-6131	162	31	inflows	inflow	NOUN
easat-6131	162	32	and	and	CCONJ
easat-6131	162	33	outflows	outflow	NOUN
easat-6131	162	34	.	.	PUNCT
easat-6131	163	1	trade	trade	NOUN
easat-6131	163	2	openness	openness	NOUN
easat-6131	163	3	varies	vary	VERB
easat-6131	163	4	from	from	ADP
easat-6131	163	5	0.10	0.10	NUM
easat-6131	163	6	to	to	ADP
easat-6131	163	7	6.36	6.36	NUM
easat-6131	163	8	,	,	PUNCT
easat-6131	163	9	reflecting	reflect	VERB
easat-6131	163	10	differences	difference	NOUN
easat-6131	163	11	in	in	ADP
easat-6131	163	12	economic	economic	ADJ
easat-6131	163	13	integration	integration	NOUN
easat-6131	163	14	among	among	ADP
easat-6131	163	15	member	member	NOUN
easat-6131	163	16	states	state	NOUN
easat-6131	163	17	.	.	PUNCT
easat-6131	164	1	these	these	DET
easat-6131	164	2	extreme	extreme	ADJ
easat-6131	164	3	values	value	NOUN
easat-6131	164	4	suggest	suggest	VERB
easat-6131	164	5	that	that	SCONJ
easat-6131	164	6	wamz	wamz	ADJ
easat-6131	164	7	economies	economy	NOUN
easat-6131	164	8	experience	experience	VERB
easat-6131	164	9	periods	period	NOUN
easat-6131	164	10	of	of	ADP
easat-6131	164	11	instability	instability	NOUN
easat-6131	164	12	,	,	PUNCT
easat-6131	164	13	with	with	ADP
easat-6131	164	14	large	large	ADJ
easat-6131	164	15	fluctuations	fluctuation	NOUN
easat-6131	164	16	in	in	ADP
easat-6131	164	17	key	key	ADJ
easat-6131	164	18	economic	economic	ADJ
easat-6131	164	19	indicators	indicator	NOUN
easat-6131	164	20	.	.	PUNCT
easat-6131	165	1	despite	despite	SCONJ
easat-6131	165	2	positive	positive	ADJ
easat-6131	165	3	trends	trend	NOUN
easat-6131	165	4	in	in	ADP
easat-6131	165	5	gdp	gdp	NOUN
easat-6131	165	6	growth	growth	NOUN
easat-6131	165	7	and	and	CCONJ
easat-6131	165	8	fdi	fdi	PROPN
easat-6131	165	9	,	,	PUNCT
easat-6131	165	10	the	the	DET
easat-6131	165	11	low	low	ADJ
easat-6131	165	12	average	average	ADJ
easat-6131	165	13	education	education	NOUN
easat-6131	165	14	and	and	CCONJ
easat-6131	165	15	health	health	NOUN
easat-6131	165	16	expenditures	expenditure	NOUN
easat-6131	165	17	highlight	highlight	VERB
easat-6131	165	18	potential	potential	ADJ
easat-6131	165	19	challenges	challenge	NOUN
easat-6131	165	20	in	in	ADP
easat-6131	165	21	human	human	ADJ
easat-6131	165	22	capital	capital	NOUN
easat-6131	165	23	development	development	NOUN
easat-6131	165	24	,	,	PUNCT
easat-6131	165	25	which	which	PRON
easat-6131	165	26	could	could	AUX
easat-6131	165	27	hinder	hinder	VERB
easat-6131	165	28	long	long	ADJ
easat-6131	165	29	-	-	PUNCT
easat-6131	165	30	term	term	NOUN
easat-6131	165	31	economic	economic	ADJ
easat-6131	165	32	growth	growth	NOUN
easat-6131	165	33	prospects	prospect	NOUN
easat-6131	165	34	.	.	PUNCT
easat-6131	166	1	the	the	DET
easat-6131	166	2	findings	finding	NOUN
easat-6131	166	3	underscore	underscore	VERB
easat-6131	166	4	the	the	DET
easat-6131	166	5	need	need	NOUN
easat-6131	166	6	for	for	ADP
easat-6131	166	7	more	more	ADV
easat-6131	166	8	stable	stable	ADJ
easat-6131	166	9	and	and	CCONJ
easat-6131	166	10	strategic	strategic	ADJ
easat-6131	166	11	investments	investment	NOUN
easat-6131	166	12	in	in	ADP
easat-6131	166	13	education	education	NOUN
easat-6131	166	14	and	and	CCONJ
easat-6131	166	15	healthcare	healthcare	NOUN
easat-6131	166	16	to	to	PART
easat-6131	166	17	enhance	enhance	VERB
easat-6131	166	18	the	the	DET
easat-6131	166	19	region	region	NOUN
easat-6131	166	20	's	's	PART
easat-6131	166	21	economic	economic	ADJ
easat-6131	166	22	resilience	resilience	NOUN
easat-6131	166	23	and	and	CCONJ
easat-6131	166	24	sustainable	sustainable	ADJ
easat-6131	166	25	development	development	NOUN
easat-6131	166	26	.	.	PUNCT
easat-6131	167	1	4.1.1	4.1.1	X
easat-6131	167	2	.	.	PUNCT
easat-6131	168	1	correlation	correlation	NOUN
easat-6131	168	2	analysis	analysis	NOUN
easat-6131	168	3	the	the	DET
easat-6131	168	4	correlation	correlation	NOUN
easat-6131	168	5	matrix	matrix	NOUN
easat-6131	168	6	provides	provide	VERB
easat-6131	168	7	insights	insight	NOUN
easat-6131	168	8	into	into	ADP
easat-6131	168	9	the	the	DET
easat-6131	168	10	relationships	relationship	NOUN
easat-6131	168	11	between	between	ADP
easat-6131	168	12	key	key	ADJ
easat-6131	168	13	economic	economic	ADJ
easat-6131	168	14	variables	variable	NOUN
easat-6131	168	15	in	in	ADP
easat-6131	168	16	studying	study	VERB
easat-6131	168	17	human	human	ADJ
easat-6131	168	18	capital	capital	NOUN
easat-6131	168	19	development	development	NOUN
easat-6131	168	20	and	and	CCONJ
easat-6131	168	21	economic	economic	ADJ
easat-6131	168	22	growth	growth	NOUN
easat-6131	168	23	in	in	ADP
easat-6131	168	24	the	the	DET
easat-6131	168	25	west	west	ADJ
easat-6131	168	26	african	african	ADJ
easat-6131	168	27	monetary	monetary	ADJ
easat-6131	168	28	zone	zone	NOUN
easat-6131	168	29	(	(	PUNCT
easat-6131	168	30	wamz	wamz	PROPN
easat-6131	168	31	)	)	PUNCT
easat-6131	168	32	.	.	PUNCT
easat-6131	169	1	foreign	foreign	ADJ
easat-6131	169	2	direct	direct	ADJ
easat-6131	169	3	investment	investment	NOUN
easat-6131	169	4	(	(	PUNCT
easat-6131	169	5	fdi	fdi	NOUN
easat-6131	169	6	)	)	PUNCT
easat-6131	169	7	exhibits	exhibit	VERB
easat-6131	169	8	the	the	DET
easat-6131	169	9	highest	high	ADJ
easat-6131	169	10	positive	positive	ADJ
easat-6131	169	11	correlation	correlation	NOUN
easat-6131	169	12	with	with	ADP
easat-6131	169	13	gdp	gdp	NOUN
easat-6131	169	14	growth	growth	NOUN
easat-6131	169	15	(	(	PUNCT
easat-6131	169	16	0.1851	0.1851	NUM
easat-6131	169	17	)	)	PUNCT
easat-6131	169	18	,	,	PUNCT
easat-6131	169	19	suggesting	suggest	VERB
easat-6131	169	20	that	that	SCONJ
easat-6131	169	21	increased	increase	VERB
easat-6131	169	22	fdi	fdi	NOUN
easat-6131	169	23	inflows	inflow	NOUN
easat-6131	169	24	are	be	AUX
easat-6131	169	25	associated	associate	VERB
easat-6131	169	26	with	with	ADP
easat-6131	169	27	economic	economic	ADJ
easat-6131	169	28	expansion	expansion	NOUN
easat-6131	169	29	.	.	PUNCT
easat-6131	170	1	however	however	ADV
easat-6131	170	2	,	,	PUNCT
easat-6131	170	3	government	government	NOUN
easat-6131	170	4	expenditure	expenditure	NOUN
easat-6131	170	5	on	on	ADP
easat-6131	170	6	education	education	NOUN
easat-6131	170	7	(	(	PUNCT
easat-6131	170	8	0.0532	0.0532	NUM
easat-6131	170	9	)	)	PUNCT
easat-6131	170	10	and	and	CCONJ
easat-6131	170	11	gross	gross	ADJ
easat-6131	170	12	fixed	fix	VERB
easat-6131	170	13	capital	capital	NOUN
easat-6131	170	14	formation	formation	NOUN
easat-6131	170	15	(	(	PUNCT
easat-6131	170	16	0.0351	0.0351	NOUN
easat-6131	170	17	)	)	PUNCT
easat-6131	170	18	show	show	VERB
easat-6131	170	19	only	only	ADV
easat-6131	170	20	942	942	NUM
easat-6131	170	21	edelweiss	edelweiss	PROPN
easat-6131	170	22	applied	apply	VERB
easat-6131	170	23	science	science	NOUN
easat-6131	170	24	and	and	CCONJ
easat-6131	170	25	technology	technology	NOUN
easat-6131	170	26	issn	issn	PROPN
easat-6131	170	27	:	:	PUNCT
easat-6131	170	28	2576	2576	NUM
easat-6131	170	29	-	-	SYM
easat-6131	170	30	8484	8484	NUM
easat-6131	170	31	vol	vol	NOUN
easat-6131	170	32	.	.	PROPN
easat-6131	171	1	9	9	NUM
easat-6131	171	2	,	,	PUNCT
easat-6131	171	3	no	no	INTJ
easat-6131	171	4	.	.	NOUN
easat-6131	172	1	4	4	NUM
easat-6131	172	2	:	:	PUNCT
easat-6131	172	3	936	936	NUM
easat-6131	172	4	-	-	SYM
easat-6131	172	5	949	949	NUM
easat-6131	172	6	,	,	PUNCT
easat-6131	172	7	2025	2025	NUM
easat-6131	172	8	doi	doi	NOUN
easat-6131	172	9	:	:	PUNCT
easat-6131	172	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	172	11	©	©	PROPN
easat-6131	172	12	2025	2025	NUM
easat-6131	172	13	by	by	ADP
easat-6131	172	14	the	the	DET
easat-6131	172	15	authors	author	NOUN
easat-6131	172	16	;	;	PUNCT
easat-6131	172	17	licensee	licensee	PROPN
easat-6131	172	18	learning	learning	NOUN
easat-6131	172	19	gate	gate	VERB
easat-6131	172	20	weak	weak	ADJ
easat-6131	172	21	positive	positive	ADJ
easat-6131	172	22	correlations	correlation	NOUN
easat-6131	172	23	with	with	ADP
easat-6131	172	24	gdp	gdp	NOUN
easat-6131	172	25	growth	growth	NOUN
easat-6131	172	26	,	,	PUNCT
easat-6131	172	27	indicating	indicate	VERB
easat-6131	172	28	a	a	DET
easat-6131	172	29	minimal	minimal	ADJ
easat-6131	172	30	direct	direct	ADJ
easat-6131	172	31	impact	impact	NOUN
easat-6131	172	32	.	.	PUNCT
easat-6131	173	1	conversely	conversely	ADV
easat-6131	173	2	,	,	PUNCT
easat-6131	173	3	health	health	NOUN
easat-6131	173	4	expenditure	expenditure	NOUN
easat-6131	173	5	(	(	PUNCT
easat-6131	173	6	-0.0088	-0.0088	NOUN
easat-6131	173	7	)	)	PUNCT
easat-6131	173	8	and	and	CCONJ
easat-6131	173	9	trade	trade	NOUN
easat-6131	173	10	openness	openness	NOUN
easat-6131	173	11	(	(	PUNCT
easat-6131	173	12	-0.0616	-0.0616	NOUN
easat-6131	173	13	)	)	PUNCT
easat-6131	173	14	display	display	VERB
easat-6131	173	15	weak	weak	ADJ
easat-6131	173	16	negative	negative	ADJ
easat-6131	173	17	correlations	correlation	NOUN
easat-6131	173	18	with	with	ADP
easat-6131	173	19	gdp	gdp	NOUN
easat-6131	173	20	growth	growth	NOUN
easat-6131	173	21	,	,	PUNCT
easat-6131	173	22	implying	imply	VERB
easat-6131	173	23	that	that	SCONJ
easat-6131	173	24	these	these	DET
easat-6131	173	25	factors	factor	NOUN
easat-6131	173	26	may	may	AUX
easat-6131	173	27	not	not	PART
easat-6131	173	28	contribute	contribute	VERB
easat-6131	173	29	significantly	significantly	ADV
easat-6131	173	30	to	to	ADP
easat-6131	173	31	economic	economic	ADJ
easat-6131	173	32	expansion	expansion	NOUN
easat-6131	173	33	in	in	ADP
easat-6131	173	34	the	the	DET
easat-6131	173	35	short	short	ADJ
easat-6131	173	36	run	run	NOUN
easat-6131	173	37	.	.	PUNCT
easat-6131	174	1	these	these	DET
easat-6131	174	2	findings	finding	NOUN
easat-6131	174	3	suggest	suggest	VERB
easat-6131	174	4	that	that	SCONJ
easat-6131	174	5	while	while	SCONJ
easat-6131	174	6	fdi	fdi	NOUN
easat-6131	174	7	drives	drive	VERB
easat-6131	174	8	growth	growth	NOUN
easat-6131	174	9	,	,	PUNCT
easat-6131	174	10	human	human	ADJ
easat-6131	174	11	capital	capital	NOUN
easat-6131	174	12	investments	investment	NOUN
easat-6131	174	13	and	and	CCONJ
easat-6131	174	14	trade	trade	NOUN
easat-6131	174	15	openness	openness	NOUN
easat-6131	174	16	might	might	AUX
easat-6131	174	17	require	require	VERB
easat-6131	174	18	a	a	DET
easat-6131	174	19	longer	long	ADJ
easat-6131	174	20	-	-	PUNCT
easat-6131	174	21	term	term	NOUN
easat-6131	174	22	perspective	perspective	NOUN
easat-6131	174	23	to	to	PART
easat-6131	174	24	yield	yield	VERB
easat-6131	174	25	substantial	substantial	ADJ
easat-6131	174	26	economic	economic	ADJ
easat-6131	174	27	benefits	benefit	NOUN
easat-6131	174	28	.	.	PUNCT
easat-6131	175	1	table	table	NOUN
easat-6131	175	2	3	3	NUM
easat-6131	175	3	.	.	PUNCT
easat-6131	175	4	correlation	correlation	NOUN
easat-6131	175	5	matrix	matrix	NOUN
easat-6131	175	6	.	.	PUNCT
easat-6131	176	1	variables	variable	NOUN
easat-6131	176	2	gdpg	gdpg	PROPN
easat-6131	176	3	edu	edu	PROPN
easat-6131	176	4	hlt	hlt	PROPN
easat-6131	176	5	gfc	gfc	PROPN
easat-6131	176	6	lab	lab	PROPN
easat-6131	176	7	fdi	fdi	PROPN
easat-6131	176	8	opn	opn	PROPN
easat-6131	176	9	gdpg	gdpg	PROPN
easat-6131	176	10	1	1	NUM
easat-6131	176	11	edu	edu	PROPN
easat-6131	176	12	0.0532	0.0532	NUM
easat-6131	176	13	1	1	NUM
easat-6131	176	14	hlt	hlt	NOUN
easat-6131	176	15	-0.0088	-0.0088	NOUN
easat-6131	176	16	0.1712	0.1712	NUM
easat-6131	176	17	1	1	NUM
easat-6131	176	18	gfc	gfc	NOUN
easat-6131	176	19	0.0351	0.0351	NOUN
easat-6131	176	20	0.3037	0.3037	NUM
easat-6131	176	21	0.0293	0.0293	NUM
easat-6131	176	22	1	1	NUM
easat-6131	176	23	lab	lab	NOUN
easat-6131	176	24	0.0036	0.0036	NUM
easat-6131	176	25	-0.2509	-0.2509	NOUN
easat-6131	176	26	-0.0894	-0.0894	PUNCT
easat-6131	177	1	-0.1736	-0.1736	PROPN
easat-6131	177	2	1	1	NUM
easat-6131	178	1	fdi	fdi	NOUN
easat-6131	178	2	0.1851	0.1851	NUM
easat-6131	178	3	-0.0329	-0.0329	NOUN
easat-6131	179	1	0.0764	0.0764	NUM
easat-6131	179	2	0.1092	0.1092	NUM
easat-6131	179	3	0.1	0.1	NUM
easat-6131	179	4	1	1	NUM
easat-6131	179	5	opn	opn	PROPN
easat-6131	179	6	-0.0616	-0.0616	PROPN
easat-6131	179	7	-0.0538	-0.0538	NOUN
easat-6131	179	8	-0.0581	-0.0581	VERB
easat-6131	179	9	0.0149	0.0149	NUM
easat-6131	179	10	0.1939	0.1939	NUM
easat-6131	179	11	0.1906	0.1906	NUM
easat-6131	179	12	1	1	NUM
easat-6131	179	13	examining	examine	VERB
easat-6131	179	14	the	the	DET
easat-6131	179	15	relationship	relationship	NOUN
easat-6131	179	16	between	between	ADP
easat-6131	179	17	human	human	ADJ
easat-6131	179	18	capital	capital	NOUN
easat-6131	179	19	indicators	indicator	NOUN
easat-6131	179	20	and	and	CCONJ
easat-6131	179	21	other	other	ADJ
easat-6131	179	22	economic	economic	ADJ
easat-6131	179	23	factors	factor	NOUN
easat-6131	179	24	,	,	PUNCT
easat-6131	179	25	education	education	NOUN
easat-6131	179	26	expenditure	expenditure	NOUN
easat-6131	179	27	(	(	PUNCT
easat-6131	179	28	edu	edu	PROPN
easat-6131	179	29	)	)	PUNCT
easat-6131	179	30	shows	show	VERB
easat-6131	179	31	a	a	DET
easat-6131	179	32	positive	positive	ADJ
easat-6131	179	33	correlation	correlation	NOUN
easat-6131	179	34	with	with	ADP
easat-6131	179	35	health	health	NOUN
easat-6131	179	36	expenditure	expenditure	NOUN
easat-6131	179	37	(	(	PUNCT
easat-6131	179	38	0.1712	0.1712	NUM
easat-6131	179	39	)	)	PUNCT
easat-6131	179	40	and	and	CCONJ
easat-6131	179	41	gross	gross	ADJ
easat-6131	179	42	fixed	fix	VERB
easat-6131	179	43	capital	capital	NOUN
easat-6131	179	44	formation	formation	NOUN
easat-6131	179	45	(	(	PUNCT
easat-6131	179	46	0.3037	0.3037	NUM
easat-6131	179	47	)	)	PUNCT
easat-6131	179	48	,	,	PUNCT
easat-6131	179	49	indicating	indicate	VERB
easat-6131	179	50	that	that	SCONJ
easat-6131	179	51	higher	high	ADJ
easat-6131	179	52	investment	investment	NOUN
easat-6131	179	53	in	in	ADP
easat-6131	179	54	education	education	NOUN
easat-6131	179	55	is	be	AUX
easat-6131	179	56	linked	link	VERB
easat-6131	179	57	to	to	ADP
easat-6131	179	58	improvements	improvement	NOUN
easat-6131	179	59	in	in	ADP
easat-6131	179	60	health	health	NOUN
easat-6131	179	61	and	and	CCONJ
easat-6131	179	62	capital	capital	NOUN
easat-6131	179	63	formation	formation	NOUN
easat-6131	179	64	.	.	PUNCT
easat-6131	180	1	however	however	ADV
easat-6131	180	2	,	,	PUNCT
easat-6131	180	3	edu	edu	PROPN
easat-6131	180	4	negatively	negatively	ADV
easat-6131	180	5	correlates	correlate	VERB
easat-6131	180	6	with	with	ADP
easat-6131	180	7	labour	labour	ADJ
easat-6131	180	8	force	force	NOUN
easat-6131	180	9	participation	participation	NOUN
easat-6131	180	10	(	(	PUNCT
easat-6131	180	11	-0.2509	-0.2509	NOUN
easat-6131	180	12	)	)	PUNCT
easat-6131	180	13	and	and	CCONJ
easat-6131	180	14	trade	trade	NOUN
easat-6131	180	15	openness	openness	NOUN
easat-6131	180	16	(	(	PUNCT
easat-6131	180	17	-0.0538	-0.0538	NOUN
easat-6131	180	18	)	)	PUNCT
easat-6131	180	19	,	,	PUNCT
easat-6131	180	20	suggesting	suggest	VERB
easat-6131	180	21	that	that	SCONJ
easat-6131	180	22	increased	increase	VERB
easat-6131	180	23	education	education	NOUN
easat-6131	180	24	expenditure	expenditure	NOUN
easat-6131	180	25	does	do	AUX
easat-6131	180	26	not	not	PART
easat-6131	180	27	immediately	immediately	ADV
easat-6131	180	28	translate	translate	VERB
easat-6131	180	29	into	into	ADP
easat-6131	180	30	higher	high	ADJ
easat-6131	180	31	workforce	workforce	NOUN
easat-6131	180	32	participation	participation	NOUN
easat-6131	180	33	or	or	CCONJ
easat-6131	180	34	trade	trade	NOUN
easat-6131	180	35	benefits	benefit	NOUN
easat-6131	180	36	.	.	PUNCT
easat-6131	181	1	similarly	similarly	ADV
easat-6131	181	2	,	,	PUNCT
easat-6131	181	3	labour	labour	NOUN
easat-6131	181	4	force	force	NOUN
easat-6131	181	5	participation	participation	NOUN
easat-6131	181	6	(	(	PUNCT
easat-6131	181	7	lab	lab	NOUN
easat-6131	181	8	)	)	PUNCT
easat-6131	181	9	has	have	VERB
easat-6131	181	10	weak	weak	ADJ
easat-6131	181	11	negative	negative	ADJ
easat-6131	181	12	correlations	correlation	NOUN
easat-6131	181	13	with	with	ADP
easat-6131	181	14	capital	capital	NOUN
easat-6131	181	15	formation	formation	NOUN
easat-6131	181	16	(	(	PUNCT
easat-6131	181	17	-0.1736	-0.1736	NOUN
easat-6131	181	18	)	)	PUNCT
easat-6131	181	19	and	and	CCONJ
easat-6131	181	20	health	health	NOUN
easat-6131	181	21	expenditure	expenditure	NOUN
easat-6131	181	22	(	(	PUNCT
easat-6131	181	23	-0.0894	-0.0894	ADJ
easat-6131	181	24	)	)	PUNCT
easat-6131	181	25	while	while	SCONJ
easat-6131	181	26	showing	show	VERB
easat-6131	181	27	slight	slight	ADJ
easat-6131	181	28	positive	positive	ADJ
easat-6131	181	29	correlations	correlation	NOUN
easat-6131	181	30	with	with	ADP
easat-6131	181	31	fdi	fdi	PROPN
easat-6131	181	32	(	(	PUNCT
easat-6131	181	33	0.1	0.1	NUM
easat-6131	181	34	)	)	PUNCT
easat-6131	181	35	and	and	CCONJ
easat-6131	181	36	trade	trade	NOUN
easat-6131	181	37	openness	openness	NOUN
easat-6131	181	38	(	(	PUNCT
easat-6131	181	39	0.1939	0.1939	NUM
easat-6131	181	40	)	)	PUNCT
easat-6131	181	41	.	.	PUNCT
easat-6131	182	1	finally	finally	ADV
easat-6131	182	2	,	,	PUNCT
easat-6131	182	3	trade	trade	NOUN
easat-6131	182	4	openness	openness	NOUN
easat-6131	182	5	has	have	VERB
easat-6131	182	6	mixed	mixed	ADJ
easat-6131	182	7	relationships	relationship	NOUN
easat-6131	182	8	with	with	ADP
easat-6131	182	9	economic	economic	ADJ
easat-6131	182	10	variables	variable	NOUN
easat-6131	182	11	,	,	PUNCT
easat-6131	182	12	displaying	display	VERB
easat-6131	182	13	a	a	DET
easat-6131	182	14	weak	weak	ADJ
easat-6131	182	15	negative	negative	ADJ
easat-6131	182	16	correlation	correlation	NOUN
easat-6131	182	17	with	with	ADP
easat-6131	182	18	gdp	gdp	NOUN
easat-6131	182	19	growth	growth	NOUN
easat-6131	182	20	(	(	PUNCT
easat-6131	182	21	-0.0616	-0.0616	X
easat-6131	182	22	)	)	PUNCT
easat-6131	182	23	and	and	CCONJ
easat-6131	182	24	education	education	NOUN
easat-6131	182	25	expenditure	expenditure	NOUN
easat-6131	182	26	(	(	PUNCT
easat-6131	182	27	-0.0538	-0.0538	NOUN
easat-6131	182	28	)	)	PUNCT
easat-6131	182	29	but	but	CCONJ
easat-6131	182	30	a	a	DET
easat-6131	182	31	positive	positive	ADJ
easat-6131	182	32	association	association	NOUN
easat-6131	182	33	with	with	ADP
easat-6131	182	34	fdi	fdi	PROPN
easat-6131	182	35	(	(	PUNCT
easat-6131	182	36	0.1906	0.1906	NUM
easat-6131	182	37	)	)	PUNCT
easat-6131	182	38	and	and	CCONJ
easat-6131	182	39	labour	labour	ADJ
easat-6131	182	40	force	force	NOUN
easat-6131	182	41	participation	participation	NOUN
easat-6131	182	42	(	(	PUNCT
easat-6131	182	43	0.1939	0.1939	NUM
easat-6131	182	44	)	)	PUNCT
easat-6131	182	45	,	,	PUNCT
easat-6131	182	46	suggesting	suggest	VERB
easat-6131	182	47	that	that	SCONJ
easat-6131	182	48	trade	trade	NOUN
easat-6131	182	49	openness	openness	NOUN
easat-6131	182	50	may	may	AUX
easat-6131	182	51	support	support	VERB
easat-6131	182	52	workforce	workforce	NOUN
easat-6131	182	53	engagement	engagement	NOUN
easat-6131	182	54	and	and	CCONJ
easat-6131	182	55	foreign	foreign	ADJ
easat-6131	182	56	investment	investment	NOUN
easat-6131	182	57	inflows	inflow	NOUN
easat-6131	182	58	,	,	PUNCT
easat-6131	182	59	which	which	PRON
easat-6131	182	60	could	could	AUX
easat-6131	182	61	drive	drive	VERB
easat-6131	182	62	long	long	ADJ
easat-6131	182	63	-	-	PUNCT
easat-6131	182	64	term	term	NOUN
easat-6131	182	65	economic	economic	ADJ
easat-6131	182	66	benefits	benefit	NOUN
easat-6131	182	67	.	.	PUNCT
easat-6131	183	1	4.1.2	4.1.2	X
easat-6131	183	2	.	.	PUNCT
easat-6131	183	3	unit	unit	NOUN
easat-6131	183	4	root	root	PROPN
easat-6131	183	5	test	test	NOUN
easat-6131	183	6	the	the	DET
easat-6131	183	7	ips	ips	PROPN
easat-6131	183	8	unit	unit	NOUN
easat-6131	183	9	root	root	PROPN
easat-6131	183	10	test	test	NOUN
easat-6131	183	11	results	result	NOUN
easat-6131	183	12	provide	provide	VERB
easat-6131	183	13	crucial	crucial	ADJ
easat-6131	183	14	insights	insight	NOUN
easat-6131	183	15	into	into	ADP
easat-6131	183	16	the	the	DET
easat-6131	183	17	stationarity	stationarity	NOUN
easat-6131	183	18	properties	property	NOUN
easat-6131	183	19	of	of	ADP
easat-6131	183	20	the	the	DET
easat-6131	183	21	variables	variable	NOUN
easat-6131	183	22	used	use	VERB
easat-6131	183	23	in	in	ADP
easat-6131	183	24	the	the	DET
easat-6131	183	25	study	study	NOUN
easat-6131	183	26	,	,	PUNCT
easat-6131	183	27	ensuring	ensure	VERB
easat-6131	183	28	that	that	SCONJ
easat-6131	183	29	appropriate	appropriate	ADJ
easat-6131	183	30	econometric	econometric	ADJ
easat-6131	183	31	techniques	technique	NOUN
easat-6131	183	32	are	be	AUX
easat-6131	183	33	applied	apply	VERB
easat-6131	183	34	to	to	PART
easat-6131	183	35	avoid	avoid	VERB
easat-6131	183	36	spurious	spurious	ADJ
easat-6131	183	37	regression	regression	NOUN
easat-6131	183	38	results	result	NOUN
easat-6131	183	39	.	.	PUNCT
easat-6131	184	1	the	the	DET
easat-6131	184	2	findings	finding	NOUN
easat-6131	184	3	indicate	indicate	VERB
easat-6131	184	4	that	that	SCONJ
easat-6131	184	5	gdp	gdp	NOUN
easat-6131	184	6	growth	growth	NOUN
easat-6131	184	7	(	(	PUNCT
easat-6131	184	8	gdpg	gdpg	PROPN
easat-6131	184	9	)	)	PUNCT
easat-6131	184	10	and	and	CCONJ
easat-6131	184	11	foreign	foreign	ADJ
easat-6131	184	12	direct	direct	ADJ
easat-6131	184	13	investment	investment	NOUN
easat-6131	184	14	(	(	PUNCT
easat-6131	184	15	fdi	fdi	NOUN
easat-6131	184	16	)	)	PUNCT
easat-6131	184	17	are	be	AUX
easat-6131	184	18	stationary	stationary	ADJ
easat-6131	184	19	at	at	ADP
easat-6131	184	20	level	level	NOUN
easat-6131	184	21	form	form	NOUN
easat-6131	184	22	(	(	PUNCT
easat-6131	184	23	i(0	i(0	PROPN
easat-6131	184	24	)	)	PUNCT
easat-6131	184	25	)	)	PUNCT
easat-6131	184	26	,	,	PUNCT
easat-6131	184	27	as	as	SCONJ
easat-6131	184	28	their	their	PRON
easat-6131	184	29	test	test	NOUN
easat-6131	184	30	statistics	statistic	NOUN
easat-6131	184	31	are	be	AUX
easat-6131	184	32	highly	highly	ADV
easat-6131	184	33	significant	significant	ADJ
easat-6131	184	34	at	at	ADP
easat-6131	184	35	the	the	DET
easat-6131	184	36	1	1	NUM
easat-6131	184	37	%	%	NOUN
easat-6131	184	38	level	level	NOUN
easat-6131	184	39	,	,	PUNCT
easat-6131	184	40	suggesting	suggest	VERB
easat-6131	184	41	that	that	SCONJ
easat-6131	184	42	these	these	DET
easat-6131	184	43	variables	variable	NOUN
easat-6131	184	44	do	do	AUX
easat-6131	184	45	not	not	PART
easat-6131	184	46	exhibit	exhibit	VERB
easat-6131	184	47	unit	unit	NOUN
easat-6131	184	48	root	root	NOUN
easat-6131	184	49	behaviour	behaviour	NOUN
easat-6131	184	50	and	and	CCONJ
easat-6131	184	51	remain	remain	VERB
easat-6131	184	52	stable	stable	ADJ
easat-6131	184	53	over	over	ADP
easat-6131	184	54	time	time	NOUN
easat-6131	184	55	.	.	PUNCT
easat-6131	185	1	conversely	conversely	ADV
easat-6131	185	2	,	,	PUNCT
easat-6131	185	3	government	government	NOUN
easat-6131	185	4	expenditure	expenditure	NOUN
easat-6131	185	5	on	on	ADP
easat-6131	185	6	education	education	NOUN
easat-6131	185	7	(	(	PUNCT
easat-6131	185	8	edu	edu	PROPN
easat-6131	185	9	)	)	PUNCT
easat-6131	185	10	,	,	PUNCT
easat-6131	185	11	health	health	NOUN
easat-6131	185	12	expenditure	expenditure	NOUN
easat-6131	185	13	(	(	PUNCT
easat-6131	185	14	hlt	hlt	PROPN
easat-6131	185	15	)	)	PUNCT
easat-6131	185	16	,	,	PUNCT
easat-6131	185	17	gross	gross	ADJ
easat-6131	185	18	fixed	fix	VERB
easat-6131	185	19	capital	capital	NOUN
easat-6131	185	20	formation	formation	NOUN
easat-6131	185	21	(	(	PUNCT
easat-6131	185	22	gfc	gfc	NOUN
easat-6131	185	23	)	)	PUNCT
easat-6131	185	24	,	,	PUNCT
easat-6131	185	25	labour	labour	NOUN
easat-6131	185	26	force	force	NOUN
easat-6131	185	27	participation	participation	NOUN
easat-6131	185	28	(	(	PUNCT
easat-6131	185	29	lab	lab	NOUN
easat-6131	185	30	)	)	PUNCT
easat-6131	185	31	,	,	PUNCT
easat-6131	185	32	and	and	CCONJ
easat-6131	185	33	trade	trade	NOUN
easat-6131	185	34	openness	openness	NOUN
easat-6131	185	35	(	(	PUNCT
easat-6131	185	36	opn	opn	PROPN
easat-6131	185	37	)	)	PUNCT
easat-6131	185	38	are	be	AUX
easat-6131	185	39	non	non	ADJ
easat-6131	185	40	-	-	ADJ
easat-6131	185	41	stationary	stationary	ADJ
easat-6131	185	42	at	at	ADP
easat-6131	185	43	the	the	DET
easat-6131	185	44	level	level	NOUN
easat-6131	185	45	form	form	NOUN
easat-6131	185	46	but	but	CCONJ
easat-6131	185	47	become	become	VERB
easat-6131	185	48	stationary	stationary	ADJ
easat-6131	185	49	after	after	ADP
easat-6131	185	50	first	first	ADJ
easat-6131	185	51	differencing	differencing	NOUN
easat-6131	185	52	(	(	PUNCT
easat-6131	185	53	i(1	i(1	PROPN
easat-6131	185	54	)	)	PUNCT
easat-6131	185	55	)	)	PUNCT
easat-6131	185	56	,	,	PUNCT
easat-6131	185	57	indicating	indicate	VERB
easat-6131	185	58	that	that	SCONJ
easat-6131	185	59	these	these	DET
easat-6131	185	60	variables	variable	NOUN
easat-6131	185	61	follow	follow	VERB
easat-6131	185	62	long	long	ADJ
easat-6131	185	63	-	-	PUNCT
easat-6131	185	64	term	term	NOUN
easat-6131	185	65	trends	trend	NOUN
easat-6131	185	66	and	and	CCONJ
easat-6131	185	67	require	require	VERB
easat-6131	185	68	transformation	transformation	NOUN
easat-6131	185	69	for	for	ADP
easat-6131	185	70	proper	proper	ADJ
easat-6131	185	71	econometric	econometric	ADJ
easat-6131	185	72	modelling	modelling	NOUN
easat-6131	185	73	.	.	PUNCT
easat-6131	186	1	while	while	SCONJ
easat-6131	186	2	trade	trade	NOUN
easat-6131	186	3	openness	openness	NOUN
easat-6131	186	4	(	(	PUNCT
easat-6131	186	5	opn	opn	PROPN
easat-6131	186	6	)	)	PUNCT
easat-6131	186	7	presents	present	VERB
easat-6131	186	8	mixed	mixed	ADJ
easat-6131	186	9	results	result	NOUN
easat-6131	186	10	at	at	ADP
easat-6131	186	11	level	level	NOUN
easat-6131	186	12	form	form	NOUN
easat-6131	186	13	,	,	PUNCT
easat-6131	186	14	its	its	PRON
easat-6131	186	15	first	first	ADV
easat-6131	186	16	-	-	PUNCT
easat-6131	186	17	differenced	difference	VERB
easat-6131	186	18	values	value	NOUN
easat-6131	186	19	confirm	confirm	VERB
easat-6131	186	20	that	that	SCONJ
easat-6131	186	21	it	it	PRON
easat-6131	186	22	is	be	AUX
easat-6131	186	23	also	also	ADV
easat-6131	186	24	i(1	i(1	NOUN
easat-6131	186	25	)	)	PUNCT
easat-6131	186	26	,	,	PUNCT
easat-6131	186	27	implying	imply	VERB
easat-6131	186	28	that	that	SCONJ
easat-6131	186	29	external	external	ADJ
easat-6131	186	30	shocks	shock	NOUN
easat-6131	186	31	significantly	significantly	ADV
easat-6131	186	32	influence	influence	VERB
easat-6131	186	33	trade	trade	NOUN
easat-6131	186	34	activity	activity	NOUN
easat-6131	186	35	in	in	ADP
easat-6131	186	36	wamz	wamz	ADJ
easat-6131	186	37	countries	country	NOUN
easat-6131	186	38	.	.	PUNCT
easat-6131	187	1	943	943	NUM
easat-6131	187	2	edelweiss	edelweiss	PROPN
easat-6131	187	3	applied	apply	VERB
easat-6131	187	4	science	science	NOUN
easat-6131	187	5	and	and	CCONJ
easat-6131	187	6	technology	technology	NOUN
easat-6131	187	7	issn	issn	PROPN
easat-6131	187	8	:	:	PUNCT
easat-6131	187	9	2576	2576	NUM
easat-6131	187	10	-	-	SYM
easat-6131	187	11	8484	8484	NUM
easat-6131	187	12	vol	vol	NOUN
easat-6131	187	13	.	.	PROPN
easat-6131	188	1	9	9	NUM
easat-6131	188	2	,	,	PUNCT
easat-6131	188	3	no	no	INTJ
easat-6131	188	4	.	.	NOUN
easat-6131	189	1	4	4	NUM
easat-6131	189	2	:	:	PUNCT
easat-6131	189	3	936	936	NUM
easat-6131	189	4	-	-	SYM
easat-6131	189	5	949	949	NUM
easat-6131	189	6	,	,	PUNCT
easat-6131	189	7	2025	2025	NUM
easat-6131	189	8	doi	doi	NOUN
easat-6131	189	9	:	:	PUNCT
easat-6131	189	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	189	11	©	©	PROPN
easat-6131	189	12	2025	2025	NUM
easat-6131	189	13	by	by	ADP
easat-6131	189	14	the	the	DET
easat-6131	189	15	authors	author	NOUN
easat-6131	189	16	;	;	PUNCT
easat-6131	189	17	licensee	licensee	PROPN
easat-6131	189	18	learning	learn	VERB
easat-6131	189	19	gate	gate	NOUN
easat-6131	189	20	table	table	NOUN
easat-6131	189	21	4	4	NUM
easat-6131	189	22	.	.	PUNCT
easat-6131	189	23	ips	ips	PROPN
easat-6131	189	24	unit	unit	NOUN
easat-6131	189	25	root	root	PROPN
easat-6131	189	26	test	test	NOUN
easat-6131	189	27	.	.	PUNCT
easat-6131	190	1	level	level	NOUN
easat-6131	190	2	1st	1st	ADJ
easat-6131	190	3	difference	difference	NOUN
easat-6131	190	4	variable	variable	ADJ
easat-6131	190	5	trend	trend	NOUN
easat-6131	190	6	trend	trend	NOUN
easat-6131	190	7	remark	remark	VERB
easat-6131	190	8	y	y	PROPN
easat-6131	190	9	-4.6380	-4.6380	PROPN
easat-6131	190	10	*	*	PUNCT
easat-6131	190	11	*	*	PUNCT
easat-6131	190	12	*	*	PUNCT
easat-6131	190	13	-3.4154	-3.4154	NOUN
easat-6131	190	14	*	*	PUNCT
easat-6131	190	15	*	*	PUNCT
easat-6131	190	16	*	*	PUNCT
easat-6131	190	17	-11.4464	-11.4464	PUNCT
easat-6131	190	18	*	*	PUNCT
easat-6131	190	19	*	*	PUNCT
easat-6131	190	20	*	*	PUNCT
easat-6131	190	21	-10.1338	-10.1338	PUNCT
easat-6131	190	22	*	*	PUNCT
easat-6131	190	23	*	*	PUNCT
easat-6131	190	24	*	*	PUNCT
easat-6131	190	25	i0	i0	PROPN
easat-6131	190	26	edu	edu	PROPN
easat-6131	190	27	-1.8558	-1.8558	VERB
easat-6131	190	28	-0.4042	-0.4042	PROPN
easat-6131	190	29	-6.4425	-6.4425	PROPN
easat-6131	191	1	*	*	PUNCT
easat-6131	191	2	*	*	PUNCT
easat-6131	191	3	*	*	PUNCT
easat-6131	192	1	-4.9202	-4.9202	NOUN
easat-6131	193	1	*	*	PUNCT
easat-6131	194	1	*	*	PUNCT
easat-6131	194	2	*	*	X
easat-6131	194	3	i1	i1	PROPN
easat-6131	194	4	hlt	hlt	PROPN
easat-6131	194	5	0.4976	0.4976	NUM
easat-6131	194	6	0.3148	0.3148	NUM
easat-6131	194	7	-6.4182	-6.4182	NOUN
easat-6131	194	8	*	*	PUNCT
easat-6131	194	9	*	*	PUNCT
easat-6131	194	10	*	*	PUNCT
easat-6131	194	11	-5.1963	-5.1963	PROPN
easat-6131	194	12	*	*	PUNCT
easat-6131	194	13	*	*	PUNCT
easat-6131	194	14	*	*	PROPN
easat-6131	194	15	i1	i1	PROPN
easat-6131	194	16	gfc	gfc	PROPN
easat-6131	194	17	0.9609	0.9609	NUM
easat-6131	194	18	-1.0511	-1.0511	NOUN
easat-6131	194	19	-8.2043	-8.2043	PUNCT
easat-6131	195	1	*	*	PUNCT
easat-6131	196	1	*	*	PUNCT
easat-6131	196	2	*	*	PUNCT
easat-6131	196	3	-8.1232	-8.1232	X
easat-6131	196	4	*	*	PUNCT
easat-6131	196	5	*	*	PUNCT
easat-6131	196	6	*	*	PUNCT
easat-6131	196	7	i1	i1	PROPN
easat-6131	196	8	lab	lab	VERB
easat-6131	196	9	1.7732	1.7732	NUM
easat-6131	196	10	1.0624	1.0624	NUM
easat-6131	196	11	-3.4450	-3.4450	NOUN
easat-6131	196	12	*	*	PUNCT
easat-6131	196	13	*	*	PUNCT
easat-6131	196	14	*	*	PUNCT
easat-6131	196	15	-1.3536	-1.3536	PROPN
easat-6131	196	16	*	*	PUNCT
easat-6131	196	17	i1	i1	PROPN
easat-6131	196	18	fdi	fdi	PROPN
easat-6131	196	19	-3.5786	-3.5786	NOUN
easat-6131	196	20	*	*	PUNCT
easat-6131	196	21	*	*	PUNCT
easat-6131	196	22	*	*	NOUN
easat-6131	196	23	-3.1169	-3.1169	X
easat-6131	196	24	*	*	PUNCT
easat-6131	196	25	*	*	PUNCT
easat-6131	196	26	*	*	PUNCT
easat-6131	196	27	-11.204	-11.204	NOUN
easat-6131	196	28	*	*	PUNCT
easat-6131	196	29	*	*	PUNCT
easat-6131	196	30	*	*	PUNCT
easat-6131	196	31	-9.8966	-9.8966	X
easat-6131	197	1	*	*	PUNCT
easat-6131	197	2	*	*	PUNCT
easat-6131	197	3	*	*	PUNCT
easat-6131	197	4	i0	i0	PROPN
easat-6131	197	5	opn	opn	PROPN
easat-6131	197	6	-0.1702	-0.1702	PROPN
easat-6131	197	7	-2.5823	-2.5823	PROPN
easat-6131	198	1	*	*	PUNCT
easat-6131	199	1	*	*	PUNCT
easat-6131	199	2	*	*	PUNCT
easat-6131	199	3	-8.9677	-8.9677	PUNCT
easat-6131	199	4	*	*	PUNCT
easat-6131	199	5	*	*	PUNCT
easat-6131	199	6	*	*	PUNCT
easat-6131	199	7	-7.8216	-7.8216	NOUN
easat-6131	199	8	*	*	PUNCT
easat-6131	199	9	*	*	PUNCT
easat-6131	199	10	*	*	AUX
easat-6131	199	11	i1	i1	PROPN
easat-6131	199	12	these	these	DET
easat-6131	199	13	results	result	NOUN
easat-6131	199	14	highlight	highlight	VERB
easat-6131	199	15	the	the	DET
easat-6131	199	16	necessity	necessity	NOUN
easat-6131	199	17	of	of	ADP
easat-6131	199	18	employing	employ	VERB
easat-6131	199	19	econometric	econometric	ADJ
easat-6131	199	20	techniques	technique	NOUN
easat-6131	199	21	that	that	PRON
easat-6131	199	22	accommodate	accommodate	VERB
easat-6131	199	23	both	both	DET
easat-6131	199	24	i(0	i(0	PROPN
easat-6131	199	25	)	)	PUNCT
easat-6131	199	26	and	and	CCONJ
easat-6131	199	27	i(1	i(1	PROPN
easat-6131	199	28	)	)	PUNCT
easat-6131	199	29	variables	variable	NOUN
easat-6131	199	30	.	.	PUNCT
easat-6131	200	1	given	give	VERB
easat-6131	200	2	the	the	DET
easat-6131	200	3	mixed	mixed	ADJ
easat-6131	200	4	integration	integration	NOUN
easat-6131	200	5	orders	order	NOUN
easat-6131	200	6	,	,	PUNCT
easat-6131	200	7	the	the	DET
easat-6131	200	8	autoregressive	autoregressive	ADJ
easat-6131	200	9	distributed	distribute	VERB
easat-6131	200	10	lag	lag	NOUN
easat-6131	200	11	(	(	PUNCT
easat-6131	200	12	ardl	ardl	NOUN
easat-6131	200	13	)	)	PUNCT
easat-6131	200	14	bounds	bound	VERB
easat-6131	200	15	testing	test	VERB
easat-6131	200	16	approach	approach	NOUN
easat-6131	200	17	is	be	AUX
easat-6131	200	18	well	well	ADV
easat-6131	200	19	-	-	PUNCT
easat-6131	200	20	suited	suit	VERB
easat-6131	200	21	for	for	ADP
easat-6131	200	22	analysing	analyse	VERB
easat-6131	200	23	the	the	DET
easat-6131	200	24	short	short	ADJ
easat-6131	200	25	-	-	PUNCT
easat-6131	200	26	run	run	NOUN
easat-6131	200	27	and	and	CCONJ
easat-6131	200	28	long	long	ADV
easat-6131	200	29	-	-	PUNCT
easat-6131	200	30	run	run	NOUN
easat-6131	200	31	relationships	relationship	NOUN
easat-6131	200	32	between	between	ADP
easat-6131	200	33	human	human	ADJ
easat-6131	200	34	capital	capital	NOUN
easat-6131	200	35	development	development	NOUN
easat-6131	200	36	and	and	CCONJ
easat-6131	200	37	economic	economic	ADJ
easat-6131	200	38	growth	growth	NOUN
easat-6131	200	39	.	.	PUNCT
easat-6131	201	1	additionally	additionally	ADV
easat-6131	201	2	,	,	PUNCT
easat-6131	201	3	the	the	DET
easat-6131	201	4	presence	presence	NOUN
easat-6131	201	5	of	of	ADP
easat-6131	201	6	i(1	i(1	PROPN
easat-6131	201	7	)	)	PUNCT
easat-6131	201	8	variables	variable	NOUN
easat-6131	201	9	suggests	suggest	VERB
easat-6131	201	10	the	the	DET
easat-6131	201	11	need	need	NOUN
easat-6131	201	12	for	for	ADP
easat-6131	201	13	cointegration	cointegration	NOUN
easat-6131	201	14	tests	test	NOUN
easat-6131	201	15	to	to	PART
easat-6131	201	16	determine	determine	VERB
easat-6131	201	17	whether	whether	SCONJ
easat-6131	201	18	stable	stable	ADJ
easat-6131	201	19	long	long	ADJ
easat-6131	201	20	-	-	PUNCT
easat-6131	201	21	term	term	NOUN
easat-6131	201	22	relationships	relationship	NOUN
easat-6131	201	23	exist	exist	VERB
easat-6131	201	24	among	among	ADP
easat-6131	201	25	the	the	DET
easat-6131	201	26	variables	variable	NOUN
easat-6131	201	27	.	.	PUNCT
easat-6131	202	1	if	if	SCONJ
easat-6131	202	2	cointegration	cointegration	NOUN
easat-6131	202	3	is	be	AUX
easat-6131	202	4	confirmed	confirm	VERB
easat-6131	202	5	,	,	PUNCT
easat-6131	202	6	an	an	DET
easat-6131	202	7	error	error	NOUN
easat-6131	202	8	correction	correction	NOUN
easat-6131	202	9	model	model	NOUN
easat-6131	202	10	(	(	PUNCT
easat-6131	202	11	ecm	ecm	PROPN
easat-6131	202	12	)	)	PUNCT
easat-6131	202	13	can	can	AUX
easat-6131	202	14	be	be	AUX
easat-6131	202	15	used	use	VERB
easat-6131	202	16	to	to	PART
easat-6131	202	17	assess	assess	VERB
easat-6131	202	18	the	the	DET
easat-6131	202	19	speed	speed	NOUN
easat-6131	202	20	of	of	ADP
easat-6131	202	21	adjustment	adjustment	NOUN
easat-6131	202	22	toward	toward	ADP
easat-6131	202	23	equilibrium	equilibrium	NOUN
easat-6131	202	24	in	in	ADP
easat-6131	202	25	response	response	NOUN
easat-6131	202	26	to	to	ADP
easat-6131	202	27	short	short	ADJ
easat-6131	202	28	-	-	PUNCT
easat-6131	202	29	term	term	NOUN
easat-6131	202	30	fluctuations	fluctuation	NOUN
easat-6131	202	31	.	.	PUNCT
easat-6131	203	1	these	these	DET
easat-6131	203	2	findings	finding	NOUN
easat-6131	203	3	provide	provide	VERB
easat-6131	203	4	a	a	DET
easat-6131	203	5	strong	strong	ADJ
easat-6131	203	6	empirical	empirical	ADJ
easat-6131	203	7	foundation	foundation	NOUN
easat-6131	203	8	for	for	ADP
easat-6131	203	9	investigating	investigate	VERB
easat-6131	203	10	how	how	SCONJ
easat-6131	203	11	human	human	ADJ
easat-6131	203	12	capital	capital	NOUN
easat-6131	203	13	investment	investment	NOUN
easat-6131	203	14	influences	influence	VERB
easat-6131	203	15	economic	economic	ADJ
easat-6131	203	16	performance	performance	NOUN
easat-6131	203	17	in	in	ADP
easat-6131	203	18	wamz	wamz	NOUN
easat-6131	203	19	,	,	PUNCT
easat-6131	203	20	ensuring	ensure	VERB
easat-6131	203	21	that	that	SCONJ
easat-6131	203	22	the	the	DET
easat-6131	203	23	study	study	NOUN
easat-6131	203	24	's	's	PART
easat-6131	203	25	methodological	methodological	ADJ
easat-6131	203	26	approach	approach	NOUN
easat-6131	203	27	effectively	effectively	ADV
easat-6131	203	28	captures	capture	VERB
easat-6131	203	29	both	both	DET
easat-6131	203	30	short	short	ADJ
easat-6131	203	31	-	-	PUNCT
easat-6131	203	32	run	run	NOUN
easat-6131	203	33	dynamics	dynamic	NOUN
easat-6131	203	34	and	and	CCONJ
easat-6131	203	35	long	long	ADV
easat-6131	203	36	-	-	PUNCT
easat-6131	203	37	run	run	VERB
easat-6131	203	38	economic	economic	ADJ
easat-6131	203	39	trends	trend	NOUN
easat-6131	203	40	.	.	PUNCT
easat-6131	204	1	4.2	4.2	NUM
easat-6131	204	2	.	.	PUNCT
easat-6131	205	1	data	datum	NOUN
easat-6131	205	2	analyses	analyse	VERB
easat-6131	205	3	4.2.1	4.2.1	NUM
easat-6131	205	4	.	.	PUNCT
easat-6131	206	1	testing	testing	NOUN
easat-6131	206	2	of	of	ADP
easat-6131	206	3	the	the	DET
easat-6131	206	4	hypotheses	hypothesis	NOUN
easat-6131	206	5	the	the	DET
easat-6131	206	6	results	result	NOUN
easat-6131	206	7	presented	present	VERB
easat-6131	206	8	in	in	ADP
easat-6131	206	9	table	table	NOUN
easat-6131	206	10	5	5	NUM
easat-6131	206	11	provide	provide	VERB
easat-6131	206	12	insights	insight	NOUN
easat-6131	206	13	into	into	ADP
easat-6131	206	14	the	the	DET
easat-6131	206	15	short	short	ADJ
easat-6131	206	16	-	-	PUNCT
easat-6131	206	17	run	run	NOUN
easat-6131	206	18	and	and	CCONJ
easat-6131	206	19	long	long	ADV
easat-6131	206	20	-	-	PUNCT
easat-6131	206	21	run	run	NOUN
easat-6131	206	22	dynamics	dynamic	NOUN
easat-6131	206	23	between	between	ADP
easat-6131	206	24	human	human	ADJ
easat-6131	206	25	capital	capital	NOUN
easat-6131	206	26	development	development	NOUN
easat-6131	206	27	indicators	indicator	NOUN
easat-6131	206	28	and	and	CCONJ
easat-6131	206	29	economic	economic	ADJ
easat-6131	206	30	growth	growth	NOUN
easat-6131	206	31	in	in	ADP
easat-6131	206	32	the	the	DET
easat-6131	206	33	west	west	ADJ
easat-6131	206	34	african	african	ADJ
easat-6131	206	35	monetary	monetary	ADJ
easat-6131	206	36	zone	zone	NOUN
easat-6131	206	37	.	.	PUNCT
easat-6131	207	1	the	the	DET
easat-6131	207	2	error	error	NOUN
easat-6131	207	3	correction	correction	NOUN
easat-6131	207	4	term	term	NOUN
easat-6131	207	5	(	(	PUNCT
easat-6131	207	6	ect	ect	X
easat-6131	207	7	)	)	PUNCT
easat-6131	207	8	is	be	AUX
easat-6131	207	9	statistically	statistically	ADV
easat-6131	207	10	significant	significant	ADJ
easat-6131	207	11	with	with	ADP
easat-6131	207	12	a	a	DET
easat-6131	207	13	coefficient	coefficient	NOUN
easat-6131	207	14	of	of	ADP
easat-6131	207	15	-0.564	-0.564	VERB
easat-6131	207	16	,	,	PUNCT
easat-6131	207	17	suggesting	suggest	VERB
easat-6131	207	18	that	that	SCONJ
easat-6131	207	19	deviations	deviation	NOUN
easat-6131	207	20	from	from	ADP
easat-6131	207	21	the	the	DET
easat-6131	207	22	long	long	ADV
easat-6131	207	23	-	-	PUNCT
easat-6131	207	24	run	run	VERB
easat-6131	207	25	equilibrium	equilibrium	NOUN
easat-6131	207	26	are	be	AUX
easat-6131	207	27	corrected	correct	VERB
easat-6131	207	28	at	at	ADP
easat-6131	207	29	a	a	DET
easat-6131	207	30	speed	speed	NOUN
easat-6131	207	31	of	of	ADP
easat-6131	207	32	56.4	56.4	NUM
easat-6131	207	33	%	%	NOUN
easat-6131	207	34	per	per	ADP
easat-6131	207	35	period	period	NOUN
easat-6131	207	36	.	.	PUNCT
easat-6131	208	1	this	this	PRON
easat-6131	208	2	implies	imply	VERB
easat-6131	208	3	that	that	SCONJ
easat-6131	208	4	the	the	DET
easat-6131	208	5	model	model	NOUN
easat-6131	208	6	adjusts	adjust	VERB
easat-6131	208	7	relatively	relatively	ADV
easat-6131	208	8	quickly	quickly	ADV
easat-6131	208	9	to	to	PART
easat-6131	208	10	restore	restore	VERB
easat-6131	208	11	equilibrium	equilibrium	NOUN
easat-6131	208	12	whenever	whenever	SCONJ
easat-6131	208	13	shocks	shock	NOUN
easat-6131	208	14	disrupt	disrupt	VERB
easat-6131	208	15	economic	economic	ADJ
easat-6131	208	16	growth	growth	NOUN
easat-6131	208	17	.	.	PUNCT
easat-6131	209	1	the	the	DET
easat-6131	209	2	significance	significance	NOUN
easat-6131	209	3	of	of	ADP
easat-6131	209	4	ect	ect	PROPN
easat-6131	209	5	confirms	confirm	VERB
easat-6131	209	6	the	the	DET
easat-6131	209	7	presence	presence	NOUN
easat-6131	209	8	of	of	ADP
easat-6131	209	9	a	a	DET
easat-6131	209	10	stable	stable	ADJ
easat-6131	209	11	long	long	ADJ
easat-6131	209	12	-	-	PUNCT
easat-6131	209	13	run	run	NOUN
easat-6131	209	14	relationship	relationship	NOUN
easat-6131	209	15	among	among	ADP
easat-6131	209	16	the	the	DET
easat-6131	209	17	variables	variable	NOUN
easat-6131	209	18	,	,	PUNCT
easat-6131	209	19	reinforcing	reinforce	VERB
easat-6131	209	20	the	the	DET
easat-6131	209	21	importance	importance	NOUN
easat-6131	209	22	of	of	ADP
easat-6131	209	23	human	human	ADJ
easat-6131	209	24	capital	capital	NOUN
easat-6131	209	25	development	development	NOUN
easat-6131	209	26	in	in	ADP
easat-6131	209	27	influencing	influence	VERB
easat-6131	209	28	economic	economic	ADJ
easat-6131	209	29	growth	growth	NOUN
easat-6131	209	30	over	over	ADP
easat-6131	209	31	time	time	NOUN
easat-6131	209	32	.	.	PUNCT
easat-6131	210	1	table	table	NOUN
easat-6131	210	2	5	5	NUM
easat-6131	210	3	.	.	PUNCT
easat-6131	210	4	short	short	ADJ
easat-6131	210	5	run	run	NOUN
easat-6131	210	6	and	and	CCONJ
easat-6131	210	7	long	long	ADJ
easat-6131	210	8	run	run	NOUN
easat-6131	210	9	analysis	analysis	NOUN
easat-6131	210	10	.	.	PUNCT
easat-6131	211	1	long	long	ADV
easat-6131	211	2	run	run	VERB
easat-6131	211	3	short	short	ADJ
easat-6131	211	4	run	run	NOUN
easat-6131	211	5	ect	ect	X
easat-6131	211	6	-0.564	-0.564	NOUN
easat-6131	211	7	*	*	NOUN
easat-6131	211	8	*	*	PUNCT
easat-6131	211	9	(	(	PUNCT
easat-6131	211	10	2.25	2.25	NUM
easat-6131	211	11	)	)	PUNCT
easat-6131	211	12	l2.edu	l2.edu	AUX
easat-6131	211	13	70.067	70.067	NUM
easat-6131	211	14	*	*	PUNCT
easat-6131	211	15	*	*	PUNCT
easat-6131	211	16	d.edu	d.edu	NOUN
easat-6131	211	17	3.052	3.052	NUM
easat-6131	211	18	*	*	NOUN
easat-6131	211	19	*	*	PUNCT
easat-6131	211	20	(	(	PUNCT
easat-6131	211	21	0.91	0.91	NUM
easat-6131	211	22	)	)	PUNCT
easat-6131	211	23	(	(	PUNCT
easat-6131	211	24	1.75	1.75	NUM
easat-6131	211	25	)	)	PUNCT
easat-6131	211	26	l2.hlt	l2.hlt	NOUN
easat-6131	212	1	19.917	19.917	NUM
easat-6131	212	2	*	*	PUNCT
easat-6131	212	3	*	*	PUNCT
easat-6131	212	4	d.hlt	d.hlt	NOUN
easat-6131	212	5	-0.556	-0.556	NOUN
easat-6131	212	6	*	*	NOUN
easat-6131	212	7	*	*	PUNCT
easat-6131	212	8	(	(	PUNCT
easat-6131	212	9	0.7	0.7	NUM
easat-6131	212	10	)	)	PUNCT
easat-6131	212	11	(	(	PUNCT
easat-6131	212	12	0.73	0.73	NUM
easat-6131	212	13	)	)	PUNCT
easat-6131	212	14	l.gfc	l.gfc	NOUN
easat-6131	212	15	1.397	1.397	NUM
easat-6131	212	16	d.gfc	d.gfc	NOUN
easat-6131	212	17	-0.34	-0.34	NOUN
easat-6131	212	18	(	(	PUNCT
easat-6131	212	19	0.08	0.08	NUM
easat-6131	212	20	)	)	PUNCT
easat-6131	212	21	(	(	PUNCT
easat-6131	212	22	0.73	0.73	NUM
easat-6131	212	23	)	)	PUNCT
easat-6131	212	24	l2.lab	l2.lab	X
easat-6131	213	1	20.196	20.196	NUM
easat-6131	213	2	*	*	NOUN
easat-6131	213	3	d.lab	d.lab	X
easat-6131	213	4	-1.391	-1.391	NUM
easat-6131	213	5	(	(	PUNCT
easat-6131	213	6	0.43	0.43	NUM
easat-6131	213	7	)	)	PUNCT
easat-6131	213	8	(	(	PUNCT
easat-6131	213	9	0.19	0.19	NUM
easat-6131	213	10	)	)	PUNCT
easat-6131	213	11	l2.fdi	l2.fdi	VERB
easat-6131	213	12	19.432	19.432	NUM
easat-6131	213	13	d.fdi	d.fdi	ADJ
easat-6131	213	14	-0.056	-0.056	NOUN
easat-6131	213	15	*	*	PUNCT
easat-6131	213	16	(	(	PUNCT
easat-6131	213	17	0.91	0.91	NUM
easat-6131	213	18	)	)	PUNCT
easat-6131	213	19	(	(	PUNCT
easat-6131	213	20	0.2	0.2	NUM
easat-6131	213	21	)	)	PUNCT
easat-6131	213	22	l2.opn	l2.opn	X
easat-6131	213	23	-416.617	-416.617	NOUN
easat-6131	213	24	d.opn	d.opn	PROPN
easat-6131	213	25	-3.186	-3.186	PUNCT
easat-6131	213	26	(	(	PUNCT
easat-6131	213	27	1.18	1.18	NUM
easat-6131	213	28	)	)	PUNCT
easat-6131	213	29	(	(	PUNCT
easat-6131	213	30	0.62	0.62	NUM
easat-6131	213	31	)	)	PUNCT
easat-6131	214	1	_	_	NOUN
easat-6131	214	2	cons	con	NOUN
easat-6131	214	3	-379.826	-379.826	PROPN
easat-6131	214	4	(	(	PUNCT
easat-6131	214	5	0.95	0.95	NUM
easat-6131	214	6	)	)	PUNCT
easat-6131	214	7	n	n	DET
easat-6131	214	8	198	198	NUM
easat-6131	214	9	note	note	NOUN
easat-6131	214	10	:	:	PUNCT
easat-6131	214	11	standard	standard	ADJ
easat-6131	214	12	errors	error	NOUN
easat-6131	214	13	in	in	ADP
easat-6131	214	14	parentheses	parenthesis	NOUN
easat-6131	214	15	*	*	PUNCT
easat-6131	214	16	*	*	PUNCT
easat-6131	214	17	*	*	PUNCT
easat-6131	214	18	p<0.01	p<0.01	PROPN
easat-6131	214	19	,	,	PUNCT
easat-6131	214	20	*	*	PUNCT
easat-6131	214	21	*	*	PUNCT
easat-6131	214	22	p<0.05	p<0.05	NOUN
easat-6131	214	23	,	,	PUNCT
easat-6131	214	24	*	*	PUNCT
easat-6131	214	25	p<0.1	p<0.1	X
easat-6131	214	26	.	.	NOUN
easat-6131	214	27	944	944	NUM
easat-6131	214	28	edelweiss	edelweiss	PROPN
easat-6131	214	29	applied	apply	VERB
easat-6131	214	30	science	science	NOUN
easat-6131	214	31	and	and	CCONJ
easat-6131	214	32	technology	technology	NOUN
easat-6131	214	33	issn	issn	PROPN
easat-6131	214	34	:	:	PUNCT
easat-6131	214	35	2576	2576	NUM
easat-6131	214	36	-	-	SYM
easat-6131	214	37	8484	8484	NUM
easat-6131	214	38	vol	vol	NOUN
easat-6131	214	39	.	.	PROPN
easat-6131	215	1	9	9	NUM
easat-6131	215	2	,	,	PUNCT
easat-6131	215	3	no	no	INTJ
easat-6131	215	4	.	.	NOUN
easat-6131	216	1	4	4	NUM
easat-6131	216	2	:	:	PUNCT
easat-6131	216	3	936	936	NUM
easat-6131	216	4	-	-	SYM
easat-6131	216	5	949	949	NUM
easat-6131	216	6	,	,	PUNCT
easat-6131	216	7	2025	2025	NUM
easat-6131	216	8	doi	doi	NOUN
easat-6131	216	9	:	:	PUNCT
easat-6131	216	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	216	11	©	©	PROPN
easat-6131	216	12	2025	2025	NUM
easat-6131	216	13	by	by	ADP
easat-6131	216	14	the	the	DET
easat-6131	216	15	authors	author	NOUN
easat-6131	216	16	;	;	PUNCT
easat-6131	216	17	licensee	licensee	PROPN
easat-6131	216	18	learning	learn	VERB
easat-6131	216	19	gate	gate	NOUN
easat-6131	216	20	in	in	ADP
easat-6131	216	21	the	the	DET
easat-6131	216	22	long	long	ADJ
easat-6131	216	23	run	run	NOUN
easat-6131	216	24	,	,	PUNCT
easat-6131	216	25	government	government	NOUN
easat-6131	216	26	expenditure	expenditure	NOUN
easat-6131	216	27	on	on	ADP
easat-6131	216	28	education	education	NOUN
easat-6131	216	29	exhibits	exhibit	VERB
easat-6131	216	30	a	a	DET
easat-6131	216	31	strong	strong	ADJ
easat-6131	216	32	positive	positive	ADJ
easat-6131	216	33	and	and	CCONJ
easat-6131	216	34	statistically	statistically	ADV
easat-6131	216	35	significant	significant	ADJ
easat-6131	216	36	relationship	relationship	NOUN
easat-6131	216	37	with	with	ADP
easat-6131	216	38	economic	economic	ADJ
easat-6131	216	39	growth	growth	NOUN
easat-6131	216	40	,	,	PUNCT
easat-6131	216	41	with	with	ADP
easat-6131	216	42	a	a	DET
easat-6131	216	43	coefficient	coefficient	NOUN
easat-6131	216	44	of	of	ADP
easat-6131	216	45	70.067	70.067	NUM
easat-6131	216	46	.	.	PUNCT
easat-6131	217	1	this	this	DET
easat-6131	217	2	result	result	NOUN
easat-6131	217	3	suggests	suggest	VERB
easat-6131	217	4	that	that	SCONJ
easat-6131	217	5	increased	increase	VERB
easat-6131	217	6	spending	spending	NOUN
easat-6131	217	7	on	on	ADP
easat-6131	217	8	education	education	NOUN
easat-6131	217	9	plays	play	VERB
easat-6131	217	10	a	a	DET
easat-6131	217	11	crucial	crucial	ADJ
easat-6131	217	12	role	role	NOUN
easat-6131	217	13	in	in	ADP
easat-6131	217	14	fostering	foster	VERB
easat-6131	217	15	economic	economic	ADJ
easat-6131	217	16	expansion	expansion	NOUN
easat-6131	217	17	over	over	ADP
easat-6131	217	18	time	time	NOUN
easat-6131	217	19	.	.	PUNCT
easat-6131	218	1	education	education	NOUN
easat-6131	218	2	contributes	contribute	VERB
easat-6131	218	3	to	to	ADP
easat-6131	218	4	human	human	ADJ
easat-6131	218	5	capital	capital	NOUN
easat-6131	218	6	development	development	NOUN
easat-6131	218	7	by	by	ADP
easat-6131	218	8	enhancing	enhance	VERB
easat-6131	218	9	the	the	DET
easat-6131	218	10	skills	skill	NOUN
easat-6131	218	11	and	and	CCONJ
easat-6131	218	12	knowledge	knowledge	NOUN
easat-6131	218	13	base	base	NOUN
easat-6131	218	14	of	of	ADP
easat-6131	218	15	the	the	DET
easat-6131	218	16	workforce	workforce	NOUN
easat-6131	218	17	,	,	PUNCT
easat-6131	218	18	which	which	PRON
easat-6131	218	19	in	in	ADP
easat-6131	218	20	turn	turn	NOUN
easat-6131	218	21	improves	improve	VERB
easat-6131	218	22	productivity	productivity	NOUN
easat-6131	218	23	,	,	PUNCT
easat-6131	218	24	fosters	foster	VERB
easat-6131	218	25	innovation	innovation	NOUN
easat-6131	218	26	,	,	PUNCT
easat-6131	218	27	and	and	CCONJ
easat-6131	218	28	boosts	boost	VERB
easat-6131	218	29	competitiveness	competitiveness	NOUN
easat-6131	218	30	.	.	PUNCT
easat-6131	219	1	in	in	ADP
easat-6131	219	2	the	the	DET
easat-6131	219	3	context	context	NOUN
easat-6131	219	4	of	of	ADP
easat-6131	219	5	wamz	wamz	ADJ
easat-6131	219	6	countries	country	NOUN
easat-6131	219	7	,	,	PUNCT
easat-6131	219	8	this	this	DET
easat-6131	219	9	finding	finding	NOUN
easat-6131	219	10	underscores	underscore	VERB
easat-6131	219	11	the	the	DET
easat-6131	219	12	importance	importance	NOUN
easat-6131	219	13	of	of	ADP
easat-6131	219	14	sustained	sustained	ADJ
easat-6131	219	15	investments	investment	NOUN
easat-6131	219	16	in	in	ADP
easat-6131	219	17	education	education	NOUN
easat-6131	219	18	to	to	PART
easat-6131	219	19	support	support	VERB
easat-6131	219	20	long	long	ADJ
easat-6131	219	21	-	-	PUNCT
easat-6131	219	22	term	term	NOUN
easat-6131	219	23	economic	economic	ADJ
easat-6131	219	24	growth	growth	NOUN
easat-6131	219	25	.	.	PUNCT
easat-6131	220	1	as	as	ADP
easat-6131	220	2	the	the	DET
easat-6131	220	3	level	level	NOUN
easat-6131	220	4	of	of	ADP
easat-6131	220	5	education	education	NOUN
easat-6131	220	6	rises	rise	NOUN
easat-6131	220	7	,	,	PUNCT
easat-6131	220	8	the	the	DET
easat-6131	220	9	workforce	workforce	NOUN
easat-6131	220	10	becomes	become	VERB
easat-6131	220	11	more	more	ADV
easat-6131	220	12	skilled	skilled	ADJ
easat-6131	220	13	,	,	PUNCT
easat-6131	220	14	leading	lead	VERB
easat-6131	220	15	to	to	ADP
easat-6131	220	16	higher	high	ADJ
easat-6131	220	17	efficiency	efficiency	NOUN
easat-6131	220	18	in	in	ADP
easat-6131	220	19	production	production	NOUN
easat-6131	220	20	and	and	CCONJ
easat-6131	220	21	the	the	DET
easat-6131	220	22	ability	ability	NOUN
easat-6131	220	23	to	to	PART
easat-6131	220	24	adapt	adapt	VERB
easat-6131	220	25	to	to	ADP
easat-6131	220	26	technological	technological	ADJ
easat-6131	220	27	advancements	advancement	NOUN
easat-6131	220	28	.	.	PUNCT
easat-6131	221	1	in	in	ADP
easat-6131	221	2	the	the	DET
easat-6131	221	3	long	long	ADJ
easat-6131	221	4	run	run	NOUN
easat-6131	221	5	,	,	PUNCT
easat-6131	221	6	the	the	DET
easat-6131	221	7	strong	strong	ADJ
easat-6131	221	8	significance	significance	NOUN
easat-6131	221	9	of	of	ADP
easat-6131	221	10	education	education	NOUN
easat-6131	221	11	expenditure	expenditure	NOUN
easat-6131	221	12	highlights	highlight	VERB
easat-6131	221	13	its	its	PRON
easat-6131	221	14	transformative	transformative	ADJ
easat-6131	221	15	role	role	NOUN
easat-6131	221	16	in	in	ADP
easat-6131	221	17	shaping	shape	VERB
easat-6131	221	18	the	the	DET
easat-6131	221	19	economic	economic	ADJ
easat-6131	221	20	future	future	NOUN
easat-6131	221	21	of	of	ADP
easat-6131	221	22	wamz	wamz	ADJ
easat-6131	221	23	nations	nation	NOUN
easat-6131	221	24	,	,	PUNCT
easat-6131	221	25	making	make	VERB
easat-6131	221	26	it	it	PRON
easat-6131	221	27	a	a	DET
easat-6131	221	28	critical	critical	ADJ
easat-6131	221	29	area	area	NOUN
easat-6131	221	30	for	for	ADP
easat-6131	221	31	policy	policy	NOUN
easat-6131	221	32	focus	focus	NOUN
easat-6131	221	33	.	.	PUNCT
easat-6131	222	1	in	in	ADP
easat-6131	222	2	the	the	DET
easat-6131	222	3	short	short	ADJ
easat-6131	222	4	run	run	NOUN
easat-6131	222	5	,	,	PUNCT
easat-6131	222	6	the	the	DET
easat-6131	222	7	impact	impact	NOUN
easat-6131	222	8	of	of	ADP
easat-6131	222	9	government	government	NOUN
easat-6131	222	10	education	education	NOUN
easat-6131	222	11	expenditure	expenditure	NOUN
easat-6131	222	12	on	on	ADP
easat-6131	222	13	economic	economic	ADJ
easat-6131	222	14	growth	growth	NOUN
easat-6131	222	15	is	be	AUX
easat-6131	222	16	positive	positive	ADJ
easat-6131	222	17	but	but	CCONJ
easat-6131	222	18	much	much	ADV
easat-6131	222	19	smaller	small	ADJ
easat-6131	222	20	,	,	PUNCT
easat-6131	222	21	with	with	ADP
easat-6131	222	22	a	a	DET
easat-6131	222	23	coefficient	coefficient	NOUN
easat-6131	222	24	of	of	ADP
easat-6131	222	25	3.052	3.052	NUM
easat-6131	222	26	,	,	PUNCT
easat-6131	222	27	though	though	SCONJ
easat-6131	222	28	still	still	ADV
easat-6131	222	29	statistically	statistically	ADV
easat-6131	222	30	significant	significant	ADJ
easat-6131	222	31	.	.	PUNCT
easat-6131	223	1	this	this	PRON
easat-6131	223	2	indicates	indicate	VERB
easat-6131	223	3	that	that	SCONJ
easat-6131	223	4	while	while	SCONJ
easat-6131	223	5	increased	increase	VERB
easat-6131	223	6	spending	spending	NOUN
easat-6131	223	7	on	on	ADP
easat-6131	223	8	education	education	NOUN
easat-6131	223	9	contributes	contribute	VERB
easat-6131	223	10	to	to	ADP
easat-6131	223	11	economic	economic	ADJ
easat-6131	223	12	growth	growth	NOUN
easat-6131	223	13	in	in	ADP
easat-6131	223	14	the	the	DET
easat-6131	223	15	short	short	ADJ
easat-6131	223	16	term	term	NOUN
easat-6131	223	17	,	,	PUNCT
easat-6131	223	18	its	its	PRON
easat-6131	223	19	effects	effect	NOUN
easat-6131	223	20	are	be	AUX
easat-6131	223	21	less	less	ADV
easat-6131	223	22	immediate	immediate	ADJ
easat-6131	223	23	than	than	ADP
easat-6131	223	24	the	the	DET
easat-6131	223	25	long	long	ADJ
easat-6131	223	26	-	-	PUNCT
easat-6131	223	27	term	term	NOUN
easat-6131	223	28	impact	impact	NOUN
easat-6131	223	29	.	.	PUNCT
easat-6131	224	1	the	the	DET
easat-6131	224	2	modest	modest	ADJ
easat-6131	224	3	short	short	ADJ
easat-6131	224	4	-	-	PUNCT
easat-6131	224	5	run	run	NOUN
easat-6131	224	6	effect	effect	NOUN
easat-6131	224	7	can	can	AUX
easat-6131	224	8	be	be	AUX
easat-6131	224	9	attributed	attribute	VERB
easat-6131	224	10	to	to	ADP
easat-6131	224	11	the	the	DET
easat-6131	224	12	time	time	NOUN
easat-6131	224	13	lag	lag	NOUN
easat-6131	224	14	required	require	VERB
easat-6131	224	15	for	for	ADP
easat-6131	224	16	educational	educational	ADJ
easat-6131	224	17	investments	investment	NOUN
easat-6131	224	18	to	to	PART
easat-6131	224	19	yield	yield	VERB
easat-6131	224	20	tangible	tangible	ADJ
easat-6131	224	21	economic	economic	ADJ
easat-6131	224	22	benefits	benefit	NOUN
easat-6131	224	23	.	.	PUNCT
easat-6131	225	1	enhancing	enhance	VERB
easat-6131	225	2	educational	educational	ADJ
easat-6131	225	3	infrastructure	infrastructure	NOUN
easat-6131	225	4	,	,	PUNCT
easat-6131	225	5	improving	improve	VERB
easat-6131	225	6	teacher	teacher	NOUN
easat-6131	225	7	quality	quality	NOUN
easat-6131	225	8	,	,	PUNCT
easat-6131	225	9	and	and	CCONJ
easat-6131	225	10	reforming	reform	VERB
easat-6131	225	11	curricula	curricula	NOUN
easat-6131	225	12	take	take	VERB
easat-6131	225	13	time	time	NOUN
easat-6131	225	14	before	before	SCONJ
easat-6131	225	15	they	they	PRON
easat-6131	225	16	translate	translate	VERB
easat-6131	225	17	into	into	ADP
easat-6131	225	18	an	an	DET
easat-6131	225	19	improved	improved	ADJ
easat-6131	225	20	labour	labour	NOUN
easat-6131	225	21	force	force	NOUN
easat-6131	225	22	.	.	PUNCT
easat-6131	226	1	additionally	additionally	ADV
easat-6131	226	2	,	,	PUNCT
easat-6131	226	3	short	short	ADJ
easat-6131	226	4	-	-	PUNCT
easat-6131	226	5	term	term	NOUN
easat-6131	226	6	economic	economic	ADJ
easat-6131	226	7	conditions	condition	NOUN
easat-6131	226	8	and	and	CCONJ
easat-6131	226	9	competing	compete	VERB
easat-6131	226	10	budgetary	budgetary	ADJ
easat-6131	226	11	demands	demand	NOUN
easat-6131	226	12	may	may	AUX
easat-6131	226	13	influence	influence	VERB
easat-6131	226	14	the	the	DET
easat-6131	226	15	immediate	immediate	ADJ
easat-6131	226	16	impact	impact	NOUN
easat-6131	226	17	of	of	ADP
easat-6131	226	18	educational	educational	ADJ
easat-6131	226	19	spending	spending	NOUN
easat-6131	226	20	,	,	PUNCT
easat-6131	226	21	making	make	VERB
easat-6131	226	22	its	its	PRON
easat-6131	226	23	short	short	ADJ
easat-6131	226	24	-	-	PUNCT
easat-6131	226	25	term	term	NOUN
easat-6131	226	26	effect	effect	NOUN
easat-6131	226	27	less	less	ADV
easat-6131	226	28	pronounced	pronounced	ADJ
easat-6131	226	29	.	.	PUNCT
easat-6131	227	1	nevertheless	nevertheless	ADV
easat-6131	227	2	,	,	PUNCT
easat-6131	227	3	the	the	DET
easat-6131	227	4	positive	positive	ADJ
easat-6131	227	5	correlation	correlation	NOUN
easat-6131	227	6	in	in	ADP
easat-6131	227	7	both	both	DET
easat-6131	227	8	timeframes	timeframe	NOUN
easat-6131	227	9	underscores	underscore	VERB
easat-6131	227	10	the	the	DET
easat-6131	227	11	necessity	necessity	NOUN
easat-6131	227	12	for	for	ADP
easat-6131	227	13	consistent	consistent	ADJ
easat-6131	227	14	and	and	CCONJ
easat-6131	227	15	strategic	strategic	ADJ
easat-6131	227	16	investments	investment	NOUN
easat-6131	227	17	in	in	ADP
easat-6131	227	18	education	education	NOUN
easat-6131	227	19	,	,	PUNCT
easat-6131	227	20	ensuring	ensure	VERB
easat-6131	227	21	that	that	SCONJ
easat-6131	227	22	both	both	DET
easat-6131	227	23	short	short	ADJ
easat-6131	227	24	-	-	PUNCT
easat-6131	227	25	term	term	NOUN
easat-6131	227	26	and	and	CCONJ
easat-6131	227	27	long	long	ADJ
easat-6131	227	28	-	-	PUNCT
easat-6131	227	29	term	term	NOUN
easat-6131	227	30	economic	economic	ADJ
easat-6131	227	31	goals	goal	NOUN
easat-6131	227	32	are	be	AUX
easat-6131	227	33	met	meet	VERB
easat-6131	227	34	.	.	PUNCT
easat-6131	228	1	similarly	similarly	ADV
easat-6131	228	2	,	,	PUNCT
easat-6131	228	3	in	in	ADP
easat-6131	228	4	the	the	DET
easat-6131	228	5	long	long	ADJ
easat-6131	228	6	run	run	NOUN
easat-6131	228	7	,	,	PUNCT
easat-6131	228	8	government	government	NOUN
easat-6131	228	9	expenditure	expenditure	NOUN
easat-6131	228	10	on	on	ADP
easat-6131	228	11	health	health	NOUN
easat-6131	228	12	demonstrates	demonstrate	VERB
easat-6131	228	13	a	a	DET
easat-6131	228	14	positive	positive	ADJ
easat-6131	228	15	and	and	CCONJ
easat-6131	228	16	statistically	statistically	ADV
easat-6131	228	17	significant	significant	ADJ
easat-6131	228	18	impact	impact	NOUN
easat-6131	228	19	on	on	ADP
easat-6131	228	20	economic	economic	ADJ
easat-6131	228	21	growth	growth	NOUN
easat-6131	228	22	,	,	PUNCT
easat-6131	228	23	with	with	ADP
easat-6131	228	24	a	a	DET
easat-6131	228	25	coefficient	coefficient	NOUN
easat-6131	228	26	of	of	ADP
easat-6131	228	27	19.917	19.917	NUM
easat-6131	228	28	.	.	PUNCT
easat-6131	229	1	this	this	PRON
easat-6131	229	2	suggests	suggest	VERB
easat-6131	229	3	that	that	SCONJ
easat-6131	229	4	higher	high	ADJ
easat-6131	229	5	investment	investment	NOUN
easat-6131	229	6	in	in	ADP
easat-6131	229	7	healthcare	healthcare	NOUN
easat-6131	229	8	contributes	contribute	VERB
easat-6131	229	9	to	to	ADP
easat-6131	229	10	economic	economic	ADJ
easat-6131	229	11	expansion	expansion	NOUN
easat-6131	229	12	by	by	ADP
easat-6131	229	13	ensuring	ensure	VERB
easat-6131	229	14	a	a	DET
easat-6131	229	15	healthier	healthy	ADJ
easat-6131	229	16	,	,	PUNCT
easat-6131	229	17	more	more	ADV
easat-6131	229	18	productive	productive	ADJ
easat-6131	229	19	workforce	workforce	NOUN
easat-6131	229	20	.	.	PUNCT
easat-6131	230	1	a	a	DET
easat-6131	230	2	population	population	NOUN
easat-6131	230	3	with	with	ADP
easat-6131	230	4	better	well	ADJ
easat-6131	230	5	access	access	NOUN
easat-6131	230	6	to	to	ADP
easat-6131	230	7	healthcare	healthcare	PROPN
easat-6131	230	8	services	service	NOUN
easat-6131	230	9	experiences	experience	VERB
easat-6131	230	10	fewer	few	ADJ
easat-6131	230	11	work	work	NOUN
easat-6131	230	12	absences	absence	NOUN
easat-6131	230	13	due	due	ADP
easat-6131	230	14	to	to	ADP
easat-6131	230	15	illness	illness	NOUN
easat-6131	230	16	,	,	PUNCT
easat-6131	230	17	enjoys	enjoy	VERB
easat-6131	230	18	increased	increase	VERB
easat-6131	230	19	life	life	NOUN
easat-6131	230	20	expectancy	expectancy	NOUN
easat-6131	230	21	,	,	PUNCT
easat-6131	230	22	and	and	CCONJ
easat-6131	230	23	contributes	contribute	VERB
easat-6131	230	24	more	more	ADV
easat-6131	230	25	effectively	effectively	ADV
easat-6131	230	26	to	to	ADP
easat-6131	230	27	economic	economic	ADJ
easat-6131	230	28	activities	activity	NOUN
easat-6131	230	29	.	.	PUNCT
easat-6131	231	1	in	in	ADP
easat-6131	231	2	wamz	wamz	ADJ
easat-6131	231	3	countries	country	NOUN
easat-6131	231	4	,	,	PUNCT
easat-6131	231	5	this	this	DET
easat-6131	231	6	finding	finding	NOUN
easat-6131	231	7	highlights	highlight	VERB
easat-6131	231	8	the	the	DET
easat-6131	231	9	need	need	NOUN
easat-6131	231	10	for	for	ADP
easat-6131	231	11	stronger	strong	ADJ
easat-6131	231	12	healthcare	healthcare	NOUN
easat-6131	231	13	systems	system	NOUN
easat-6131	231	14	and	and	CCONJ
easat-6131	231	15	increased	increase	VERB
easat-6131	231	16	investments	investment	NOUN
easat-6131	231	17	in	in	ADP
easat-6131	231	18	medical	medical	ADJ
easat-6131	231	19	infrastructure	infrastructure	NOUN
easat-6131	231	20	,	,	PUNCT
easat-6131	231	21	preventive	preventive	ADJ
easat-6131	231	22	care	care	NOUN
easat-6131	231	23	,	,	PUNCT
easat-6131	231	24	and	and	CCONJ
easat-6131	231	25	healthcare	healthcare	NOUN
easat-6131	231	26	accessibility	accessibility	NOUN
easat-6131	231	27	to	to	PART
easat-6131	231	28	promote	promote	VERB
easat-6131	231	29	economic	economic	ADJ
easat-6131	231	30	stability	stability	NOUN
easat-6131	231	31	and	and	CCONJ
easat-6131	231	32	growth	growth	NOUN
easat-6131	231	33	.	.	PUNCT
easat-6131	232	1	however	however	ADV
easat-6131	232	2	,	,	PUNCT
easat-6131	232	3	in	in	ADP
easat-6131	232	4	the	the	DET
easat-6131	232	5	short	short	ADJ
easat-6131	232	6	run	run	NOUN
easat-6131	232	7	,	,	PUNCT
easat-6131	232	8	health	health	NOUN
easat-6131	232	9	expenditure	expenditure	NOUN
easat-6131	232	10	has	have	VERB
easat-6131	232	11	a	a	DET
easat-6131	232	12	negative	negative	ADJ
easat-6131	232	13	and	and	CCONJ
easat-6131	232	14	significant	significant	ADJ
easat-6131	232	15	coefficient	coefficient	NOUN
easat-6131	232	16	of	of	ADP
easat-6131	232	17	-0.556	-0.556	NOUN
easat-6131	232	18	,	,	PUNCT
easat-6131	232	19	indicating	indicate	VERB
easat-6131	232	20	that	that	SCONJ
easat-6131	232	21	health	health	NOUN
easat-6131	232	22	investments	investment	NOUN
easat-6131	232	23	may	may	AUX
easat-6131	232	24	not	not	PART
easat-6131	232	25	yield	yield	VERB
easat-6131	232	26	immediate	immediate	ADJ
easat-6131	232	27	positive	positive	ADJ
easat-6131	232	28	economic	economic	ADJ
easat-6131	232	29	returns	return	NOUN
easat-6131	232	30	.	.	PUNCT
easat-6131	233	1	this	this	PRON
easat-6131	233	2	could	could	AUX
easat-6131	233	3	be	be	AUX
easat-6131	233	4	due	due	ADJ
easat-6131	233	5	to	to	ADP
easat-6131	233	6	resource	resource	NOUN
easat-6131	233	7	allocation	allocation	NOUN
easat-6131	233	8	inefficiencies	inefficiency	NOUN
easat-6131	233	9	,	,	PUNCT
easat-6131	233	10	infrastructure	infrastructure	NOUN
easat-6131	233	11	development	development	NOUN
easat-6131	233	12	delays	delay	NOUN
easat-6131	233	13	,	,	PUNCT
easat-6131	233	14	and	and	CCONJ
easat-6131	233	15	the	the	DET
easat-6131	233	16	time	time	NOUN
easat-6131	233	17	required	require	VERB
easat-6131	233	18	for	for	ADP
easat-6131	233	19	health	health	NOUN
easat-6131	233	20	improvements	improvement	NOUN
easat-6131	233	21	to	to	PART
easat-6131	233	22	reflect	reflect	VERB
easat-6131	233	23	in	in	ADP
easat-6131	233	24	economic	economic	ADJ
easat-6131	233	25	performance	performance	NOUN
easat-6131	233	26	.	.	PUNCT
easat-6131	234	1	while	while	SCONJ
easat-6131	234	2	shortterm	shortterm	NOUN
easat-6131	234	3	challenges	challenge	NOUN
easat-6131	234	4	may	may	AUX
easat-6131	234	5	arise	arise	VERB
easat-6131	234	6	,	,	PUNCT
easat-6131	234	7	the	the	DET
easat-6131	234	8	long	long	ADJ
easat-6131	234	9	-	-	PUNCT
easat-6131	234	10	term	term	NOUN
easat-6131	234	11	benefits	benefit	NOUN
easat-6131	234	12	of	of	ADP
easat-6131	234	13	health	health	NOUN
easat-6131	234	14	expenditure	expenditure	NOUN
easat-6131	234	15	reinforce	reinforce	VERB
easat-6131	234	16	the	the	DET
easat-6131	234	17	necessity	necessity	NOUN
easat-6131	234	18	for	for	ADP
easat-6131	234	19	sustained	sustained	ADJ
easat-6131	234	20	policy	policy	NOUN
easat-6131	234	21	focus	focus	NOUN
easat-6131	234	22	on	on	ADP
easat-6131	234	23	improving	improve	VERB
easat-6131	234	24	healthcare	healthcare	NOUN
easat-6131	234	25	systems	system	NOUN
easat-6131	234	26	.	.	PUNCT
easat-6131	235	1	by	by	ADP
easat-6131	235	2	addressing	address	VERB
easat-6131	235	3	inefficiencies	inefficiency	NOUN
easat-6131	235	4	and	and	CCONJ
easat-6131	235	5	ensuring	ensure	VERB
easat-6131	235	6	targeted	targeted	ADJ
easat-6131	235	7	health	health	NOUN
easat-6131	235	8	interventions	intervention	NOUN
easat-6131	235	9	,	,	PUNCT
easat-6131	235	10	wamz	wamz	ADJ
easat-6131	235	11	countries	country	NOUN
easat-6131	235	12	can	can	AUX
easat-6131	235	13	maximise	maximise	VERB
easat-6131	235	14	the	the	DET
easat-6131	235	15	economic	economic	ADJ
easat-6131	235	16	benefits	benefit	NOUN
easat-6131	235	17	of	of	ADP
easat-6131	235	18	health	health	NOUN
easat-6131	235	19	investments	investment	NOUN
easat-6131	235	20	,	,	PUNCT
easat-6131	235	21	ultimately	ultimately	ADV
easat-6131	235	22	supporting	support	VERB
easat-6131	235	23	broader	broad	ADJ
easat-6131	235	24	economic	economic	ADJ
easat-6131	235	25	development	development	NOUN
easat-6131	235	26	.	.	PUNCT
easat-6131	236	1	945	945	NUM
easat-6131	236	2	edelweiss	edelweiss	PROPN
easat-6131	236	3	applied	apply	VERB
easat-6131	236	4	science	science	NOUN
easat-6131	236	5	and	and	CCONJ
easat-6131	236	6	technology	technology	NOUN
easat-6131	236	7	issn	issn	PROPN
easat-6131	236	8	:	:	PUNCT
easat-6131	236	9	2576	2576	NUM
easat-6131	236	10	-	-	SYM
easat-6131	236	11	8484	8484	NUM
easat-6131	236	12	vol	vol	NOUN
easat-6131	236	13	.	.	PROPN
easat-6131	237	1	9	9	NUM
easat-6131	237	2	,	,	PUNCT
easat-6131	237	3	no	no	INTJ
easat-6131	237	4	.	.	NOUN
easat-6131	238	1	4	4	NUM
easat-6131	238	2	:	:	PUNCT
easat-6131	238	3	936	936	NUM
easat-6131	238	4	-	-	SYM
easat-6131	238	5	949	949	NUM
easat-6131	238	6	,	,	PUNCT
easat-6131	238	7	2025	2025	NUM
easat-6131	238	8	doi	doi	NOUN
easat-6131	238	9	:	:	PUNCT
easat-6131	238	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	238	11	©	©	PROPN
easat-6131	238	12	2025	2025	NUM
easat-6131	238	13	by	by	ADP
easat-6131	238	14	the	the	DET
easat-6131	238	15	authors	author	NOUN
easat-6131	238	16	;	;	PUNCT
easat-6131	238	17	licensee	licensee	PROPN
easat-6131	238	18	learning	learn	VERB
easat-6131	238	19	gate	gate	NOUN
easat-6131	238	20	table	table	NOUN
easat-6131	238	21	6	6	NUM
easat-6131	238	22	.	.	PUNCT
easat-6131	238	23	short	short	ADJ
easat-6131	238	24	run	run	NOUN
easat-6131	238	25	results	result	NOUN
easat-6131	238	26	for	for	ADP
easat-6131	238	27	individual	individual	ADJ
easat-6131	238	28	countries	country	NOUN
easat-6131	238	29	gambia	gambia	PROPN
easat-6131	238	30	ghana	ghana	PROPN
easat-6131	238	31	guinea	guinea	PROPN
easat-6131	238	32	liberia	liberia	PROPN
easat-6131	238	33	nigeria	nigeria	PROPN
easat-6131	238	34	sierra	sierra	PROPN
easat-6131	238	35	leone	leone	PROPN
easat-6131	238	36	ect	ect	VERB
easat-6131	238	37	0.001	0.001	NUM
easat-6131	238	38	0.005	0.005	NUM
easat-6131	238	39	-0.033	-0.033	NOUN
easat-6131	238	40	*	*	PUNCT
easat-6131	238	41	*	*	PUNCT
easat-6131	238	42	-0.405	-0.405	NOUN
easat-6131	238	43	*	*	PUNCT
easat-6131	238	44	*	*	PUNCT
easat-6131	238	45	-0.238	-0.238	PUNCT
easat-6131	238	46	*	*	PUNCT
easat-6131	238	47	*	*	PUNCT
easat-6131	238	48	0.007	0.007	NUM
easat-6131	238	49	(	(	PUNCT
easat-6131	238	50	0.06	0.06	NUM
easat-6131	238	51	)	)	PUNCT
easat-6131	238	52	(	(	PUNCT
easat-6131	238	53	0.44	0.44	NUM
easat-6131	238	54	)	)	PUNCT
easat-6131	238	55	(	(	PUNCT
easat-6131	238	56	1.57	1.57	NUM
easat-6131	238	57	)	)	PUNCT
easat-6131	238	58	(	(	PUNCT
easat-6131	238	59	4.76	4.76	NUM
easat-6131	238	60	)	)	PUNCT
easat-6131	238	61	(	(	PUNCT
easat-6131	238	62	2.29	2.29	NUM
easat-6131	238	63	)	)	PUNCT
easat-6131	238	64	(	(	PUNCT
easat-6131	238	65	0.09	0.09	NUM
easat-6131	238	66	)	)	PUNCT
easat-6131	238	67	d.edu	d.edu	NOUN
easat-6131	238	68	0.583	0.583	NOUN
easat-6131	238	69	*	*	NOUN
easat-6131	238	70	*	*	PUNCT
easat-6131	239	1	0.77	0.77	NUM
easat-6131	239	2	*	*	PUNCT
easat-6131	239	3	-2.059	-2.059	PROPN
easat-6131	239	4	3.052	3.052	NUM
easat-6131	239	5	*	*	PUNCT
easat-6131	239	6	21.795	21.795	NUM
easat-6131	239	7	*	*	PUNCT
easat-6131	239	8	*	*	PUNCT
easat-6131	239	9	1.496	1.496	NUM
easat-6131	239	10	*	*	SYM
easat-6131	239	11	(	(	PUNCT
easat-6131	239	12	0.76	0.76	NUM
easat-6131	239	13	)	)	PUNCT
easat-6131	239	14	(	(	PUNCT
easat-6131	239	15	1.56	1.56	NUM
easat-6131	239	16	)	)	PUNCT
easat-6131	239	17	(	(	PUNCT
easat-6131	239	18	1.91	1.91	NUM
easat-6131	239	19	)	)	PUNCT
easat-6131	239	20	(	(	PUNCT
easat-6131	239	21	0.2	0.2	NUM
easat-6131	239	22	)	)	PUNCT
easat-6131	239	23	(	(	PUNCT
easat-6131	239	24	1.7	1.7	NUM
easat-6131	239	25	)	)	PUNCT
easat-6131	239	26	(	(	PUNCT
easat-6131	239	27	0.52	0.52	NUM
easat-6131	239	28	)	)	PUNCT
easat-6131	239	29	d.hlt	d.hlt	NOUN
easat-6131	239	30	-2.225	-2.225	NOUN
easat-6131	239	31	1.593	1.593	NUM
easat-6131	239	32	-0.041	-0.041	PUNCT
easat-6131	239	33	-1.215	-1.215	PUNCT
easat-6131	239	34	*	*	PUNCT
easat-6131	239	35	*	*	PUNCT
easat-6131	239	36	-3.441	-3.441	NOUN
easat-6131	239	37	*	*	PUNCT
easat-6131	239	38	*	*	PUNCT
easat-6131	239	39	-0.921	-0.921	X
easat-6131	239	40	*	*	PUNCT
easat-6131	239	41	(	(	PUNCT
easat-6131	239	42	1.81	1.81	NUM
easat-6131	239	43	)	)	PUNCT
easat-6131	239	44	(	(	PUNCT
easat-6131	239	45	1.42	1.42	NUM
easat-6131	239	46	)	)	PUNCT
easat-6131	239	47	(	(	PUNCT
easat-6131	239	48	0.05	0.05	NUM
easat-6131	239	49	)	)	PUNCT
easat-6131	239	50	(	(	PUNCT
easat-6131	239	51	1.23	1.23	NUM
easat-6131	239	52	)	)	PUNCT
easat-6131	239	53	(	(	PUNCT
easat-6131	239	54	3.87	3.87	NUM
easat-6131	239	55	)	)	PUNCT
easat-6131	239	56	(	(	PUNCT
easat-6131	239	57	0.93	0.93	NUM
easat-6131	239	58	)	)	PUNCT
easat-6131	239	59	d.gfc	d.gfc	NOUN
easat-6131	239	60	0.065	0.065	NUM
easat-6131	239	61	-0.065	-0.065	NUM
easat-6131	239	62	0.172	0.172	NUM
easat-6131	239	63	-1.725	-1.725	PUNCT
easat-6131	239	64	*	*	PUNCT
easat-6131	239	65	-1.178	-1.178	NUM
easat-6131	239	66	0.14	0.14	NUM
easat-6131	239	67	(	(	PUNCT
easat-6131	239	68	0.51	0.51	NUM
easat-6131	239	69	)	)	PUNCT
easat-6131	239	70	(	(	PUNCT
easat-6131	239	71	0.62	0.62	NUM
easat-6131	239	72	)	)	PUNCT
easat-6131	239	73	(	(	PUNCT
easat-6131	239	74	1.88	1.88	NUM
easat-6131	239	75	)	)	PUNCT
easat-6131	239	76	(	(	PUNCT
easat-6131	239	77	2.42	2.42	NUM
easat-6131	239	78	)	)	PUNCT
easat-6131	239	79	(	(	PUNCT
easat-6131	239	80	0.89	0.89	NUM
easat-6131	239	81	)	)	PUNCT
easat-6131	239	82	(	(	PUNCT
easat-6131	239	83	0.25	0.25	NUM
easat-6131	239	84	)	)	PUNCT
easat-6131	239	85	d.lab	d.lab	VERB
easat-6131	239	86	-27.725	-27.725	PROPN
easat-6131	239	87	*	*	X
easat-6131	239	88	*	*	PROPN
easat-6131	239	89	0.494	0.494	NUM
easat-6131	239	90	2.008	2.008	NUM
easat-6131	239	91	8.585	8.585	NUM
easat-6131	239	92	-3.219	-3.219	NUM
easat-6131	239	93	1.2	1.2	NUM
easat-6131	239	94	(	(	PUNCT
easat-6131	239	95	6.12	6.12	NUM
easat-6131	239	96	)	)	PUNCT
easat-6131	239	97	(	(	PUNCT
easat-6131	239	98	0.27	0.27	NUM
easat-6131	239	99	)	)	PUNCT
easat-6131	239	100	(	(	PUNCT
easat-6131	239	101	1.75	1.75	NUM
easat-6131	239	102	)	)	PUNCT
easat-6131	239	103	(	(	PUNCT
easat-6131	239	104	0.71	0.71	NUM
easat-6131	239	105	)	)	PUNCT
easat-6131	239	106	(	(	PUNCT
easat-6131	239	107	1.59	1.59	NUM
easat-6131	239	108	)	)	PUNCT
easat-6131	239	109	(	(	PUNCT
easat-6131	239	110	0.31	0.31	NUM
easat-6131	239	111	)	)	PUNCT
easat-6131	239	112	d.fdi	d.fdi	VERB
easat-6131	239	113	0.477	0.477	NUM
easat-6131	239	114	0.516	0.516	NUM
easat-6131	239	115	0.007	0.007	NUM
easat-6131	239	116	0.215	0.215	NUM
easat-6131	239	117	*	*	PUNCT
easat-6131	239	118	*	*	PUNCT
easat-6131	239	119	-1.019	-1.019	PUNCT
easat-6131	239	120	-0.346	-0.346	PUNCT
easat-6131	239	121	(	(	PUNCT
easat-6131	239	122	1.38	1.38	NUM
easat-6131	239	123	)	)	PUNCT
easat-6131	239	124	(	(	PUNCT
easat-6131	239	125	1.37	1.37	NUM
easat-6131	239	126	)	)	PUNCT
easat-6131	239	127	(	(	PUNCT
easat-6131	239	128	0.06	0.06	NUM
easat-6131	239	129	)	)	PUNCT
easat-6131	239	130	(	(	PUNCT
easat-6131	239	131	9.90	9.90	NUM
easat-6131	239	132	)	)	PUNCT
easat-6131	239	133	(	(	PUNCT
easat-6131	239	134	1.36	1.36	NUM
easat-6131	239	135	)	)	PUNCT
easat-6131	239	136	(	(	PUNCT
easat-6131	239	137	0.52	0.52	NUM
easat-6131	239	138	)	)	PUNCT
easat-6131	239	139	d.opn	d.opn	NOUN
easat-6131	239	140	3.992	3.992	NUM
easat-6131	239	141	-0.062	-0.062	NUM
easat-6131	239	142	6.623	6.623	NUM
easat-6131	239	143	-2.167	-2.167	NUM
easat-6131	239	144	4.023	4.023	NUM
easat-6131	239	145	26.477	26.477	NUM
easat-6131	239	146	(	(	PUNCT
easat-6131	239	147	0.47	0.47	NUM
easat-6131	239	148	)	)	PUNCT
easat-6131	239	149	(	(	PUNCT
easat-6131	239	150	0.01	0.01	NUM
easat-6131	239	151	)	)	PUNCT
easat-6131	239	152	(	(	PUNCT
easat-6131	239	153	1.84	1.84	NUM
easat-6131	239	154	)	)	PUNCT
easat-6131	239	155	(	(	PUNCT
easat-6131	239	156	0.75	0.75	NUM
easat-6131	239	157	)	)	PUNCT
easat-6131	239	158	(	(	PUNCT
easat-6131	239	159	0.51	0.51	NUM
easat-6131	239	160	)	)	PUNCT
easat-6131	239	161	(	(	PUNCT
easat-6131	239	162	0.74	0.74	NUM
easat-6131	239	163	)	)	PUNCT
easat-6131	239	164	_	_	NOUN
easat-6131	239	165	cons	con	NOUN
easat-6131	239	166	-0.559	-0.559	NUM
easat-6131	239	167	2.343	2.343	NUM
easat-6131	239	168	-10.216	-10.216	PUNCT
easat-6131	239	169	-159.827	-159.827	PROPN
easat-6131	239	170	-80.797	-80.797	NUM
easat-6131	239	171	2.019	2.019	NUM
easat-6131	239	172	(	(	PUNCT
easat-6131	239	173	0.15	0.15	NUM
easat-6131	239	174	)	)	PUNCT
easat-6131	239	175	(	(	PUNCT
easat-6131	239	176	0.43	0.43	NUM
easat-6131	239	177	)	)	PUNCT
easat-6131	239	178	(	(	PUNCT
easat-6131	239	179	1.42	1.42	NUM
easat-6131	239	180	)	)	PUNCT
easat-6131	239	181	(	(	PUNCT
easat-6131	239	182	1.84	1.84	NUM
easat-6131	239	183	)	)	PUNCT
easat-6131	239	184	(	(	PUNCT
easat-6131	239	185	1.52	1.52	NUM
easat-6131	239	186	)	)	PUNCT
easat-6131	239	187	(	(	PUNCT
easat-6131	239	188	0.08	0.08	NUM
easat-6131	239	189	)	)	PUNCT
easat-6131	239	190	n	n	DET
easat-6131	239	191	198	198	NUM
easat-6131	239	192	198	198	NUM
easat-6131	239	193	198	198	NUM
easat-6131	239	194	198	198	NUM
easat-6131	239	195	198	198	NUM
easat-6131	239	196	198	198	NUM
easat-6131	239	197	note	note	NOUN
easat-6131	239	198	:	:	PUNCT
easat-6131	239	199	standard	standard	ADJ
easat-6131	239	200	errors	error	NOUN
easat-6131	239	201	in	in	ADP
easat-6131	239	202	parentheses	parenthesis	NOUN
easat-6131	239	203	*	*	PUNCT
easat-6131	239	204	*	*	PUNCT
easat-6131	239	205	*	*	PUNCT
easat-6131	239	206	p<0.01	p<0.01	PROPN
easat-6131	239	207	,	,	PUNCT
easat-6131	239	208	*	*	PUNCT
easat-6131	239	209	*	*	PUNCT
easat-6131	239	210	p<0.05	p<0.05	NOUN
easat-6131	239	211	,	,	PUNCT
easat-6131	239	212	*	*	PUNCT
easat-6131	239	213	p<0.1	p<0.1	NUM
easat-6131	239	214	the	the	DET
easat-6131	239	215	error	error	NOUN
easat-6131	239	216	correction	correction	NOUN
easat-6131	239	217	term	term	NOUN
easat-6131	239	218	(	(	PUNCT
easat-6131	239	219	ect	ect	ADJ
easat-6131	239	220	)	)	PUNCT
easat-6131	239	221	measures	measure	VERB
easat-6131	239	222	the	the	DET
easat-6131	239	223	speed	speed	NOUN
easat-6131	239	224	at	at	ADP
easat-6131	239	225	which	which	PRON
easat-6131	239	226	short	short	ADJ
easat-6131	239	227	-	-	PUNCT
easat-6131	239	228	run	run	NOUN
easat-6131	239	229	deviations	deviation	NOUN
easat-6131	239	230	from	from	ADP
easat-6131	239	231	equilibrium	equilibrium	NOUN
easat-6131	239	232	are	be	AUX
easat-6131	239	233	corrected	correct	VERB
easat-6131	239	234	in	in	ADP
easat-6131	239	235	the	the	DET
easat-6131	239	236	long	long	ADJ
easat-6131	239	237	run	run	NOUN
easat-6131	239	238	.	.	PUNCT
easat-6131	240	1	the	the	DET
easat-6131	240	2	results	result	NOUN
easat-6131	240	3	indicate	indicate	VERB
easat-6131	240	4	that	that	DET
easat-6131	240	5	guinea	guinea	NOUN
easat-6131	240	6	(	(	PUNCT
easat-6131	240	7	-0.033	-0.033	ADJ
easat-6131	240	8	*	*	PUNCT
easat-6131	240	9	*	*	NOUN
easat-6131	240	10	)	)	PUNCT
easat-6131	240	11	,	,	PUNCT
easat-6131	240	12	liberia	liberia	PROPN
easat-6131	240	13	(	(	PUNCT
easat-6131	240	14	0.405	0.405	NUM
easat-6131	240	15	*	*	NOUN
easat-6131	240	16	*	*	PUNCT
easat-6131	240	17	)	)	PUNCT
easat-6131	240	18	,	,	PUNCT
easat-6131	240	19	and	and	CCONJ
easat-6131	240	20	nigeria	nigeria	PROPN
easat-6131	240	21	(	(	PUNCT
easat-6131	240	22	-0.238	-0.238	PROPN
easat-6131	240	23	*	*	PUNCT
easat-6131	240	24	*	*	PUNCT
easat-6131	240	25	)	)	PUNCT
easat-6131	240	26	have	have	VERB
easat-6131	240	27	negative	negative	ADJ
easat-6131	240	28	and	and	CCONJ
easat-6131	240	29	statistically	statistically	ADV
easat-6131	240	30	significant	significant	ADJ
easat-6131	240	31	ect	ect	VERB
easat-6131	240	32	values	value	NOUN
easat-6131	240	33	,	,	PUNCT
easat-6131	240	34	implying	imply	VERB
easat-6131	240	35	that	that	SCONJ
easat-6131	240	36	deviations	deviation	NOUN
easat-6131	240	37	from	from	ADP
easat-6131	240	38	equilibrium	equilibrium	NOUN
easat-6131	240	39	in	in	ADP
easat-6131	240	40	these	these	DET
easat-6131	240	41	countries	country	NOUN
easat-6131	240	42	are	be	AUX
easat-6131	240	43	corrected	correct	VERB
easat-6131	240	44	over	over	ADP
easat-6131	240	45	time	time	NOUN
easat-6131	240	46	.	.	PUNCT
easat-6131	241	1	among	among	ADP
easat-6131	241	2	them	they	PRON
easat-6131	241	3	,	,	PUNCT
easat-6131	241	4	liberia	liberia	PROPN
easat-6131	241	5	has	have	VERB
easat-6131	241	6	the	the	DET
easat-6131	241	7	fastest	fast	ADJ
easat-6131	241	8	adjustment	adjustment	NOUN
easat-6131	241	9	rate	rate	NOUN
easat-6131	241	10	(	(	PUNCT
easat-6131	241	11	-0.405	-0.405	NOUN
easat-6131	241	12	)	)	PUNCT
easat-6131	241	13	,	,	PUNCT
easat-6131	241	14	suggesting	suggest	VERB
easat-6131	241	15	that	that	SCONJ
easat-6131	241	16	its	its	PRON
easat-6131	241	17	economy	economy	NOUN
easat-6131	241	18	is	be	AUX
easat-6131	241	19	more	more	ADV
easat-6131	241	20	responsive	responsive	ADJ
easat-6131	241	21	to	to	ADP
easat-6131	241	22	restoring	restore	VERB
easat-6131	241	23	long	long	ADJ
easat-6131	241	24	-	-	PUNCT
easat-6131	241	25	term	term	NOUN
easat-6131	241	26	equilibrium	equilibrium	NOUN
easat-6131	241	27	after	after	ADP
easat-6131	241	28	short	short	ADJ
easat-6131	241	29	-	-	PUNCT
easat-6131	241	30	term	term	NOUN
easat-6131	241	31	shocks	shock	NOUN
easat-6131	241	32	.	.	PUNCT
easat-6131	242	1	nigeria	nigeria	PROPN
easat-6131	242	2	's	's	PART
easat-6131	242	3	adjustment	adjustment	NOUN
easat-6131	242	4	process	process	NOUN
easat-6131	242	5	(	(	PUNCT
easat-6131	242	6	-0.238	-0.238	NUM
easat-6131	242	7	)	)	PUNCT
easat-6131	242	8	is	be	AUX
easat-6131	242	9	also	also	ADV
easat-6131	242	10	significant	significant	ADJ
easat-6131	242	11	but	but	CCONJ
easat-6131	242	12	slower	slow	ADJ
easat-6131	242	13	,	,	PUNCT
easat-6131	242	14	while	while	SCONJ
easat-6131	242	15	guinea	guinea	NOUN
easat-6131	242	16	's	's	PART
easat-6131	242	17	weak	weak	ADJ
easat-6131	242	18	ect	ect	X
easat-6131	242	19	(	(	PUNCT
easat-6131	242	20	-0.033	-0.033	PUNCT
easat-6131	242	21	)	)	PUNCT
easat-6131	242	22	indicates	indicate	VERB
easat-6131	242	23	a	a	DET
easat-6131	242	24	sluggish	sluggish	ADJ
easat-6131	242	25	correction	correction	NOUN
easat-6131	242	26	mechanism	mechanism	NOUN
easat-6131	242	27	.	.	PUNCT
easat-6131	243	1	conversely	conversely	ADV
easat-6131	243	2	,	,	PUNCT
easat-6131	243	3	the	the	DET
easat-6131	243	4	gambia	gambia	PROPN
easat-6131	243	5	(	(	PUNCT
easat-6131	243	6	0.001	0.001	NUM
easat-6131	243	7	)	)	PUNCT
easat-6131	243	8	,	,	PUNCT
easat-6131	243	9	ghana	ghana	PROPN
easat-6131	243	10	(	(	PUNCT
easat-6131	243	11	0.005	0.005	NUM
easat-6131	243	12	)	)	PUNCT
easat-6131	243	13	,	,	PUNCT
easat-6131	243	14	and	and	CCONJ
easat-6131	243	15	sierra	sierra	PROPN
easat-6131	243	16	leone	leone	PROPN
easat-6131	243	17	(	(	PUNCT
easat-6131	243	18	0.007	0.007	NUM
easat-6131	243	19	)	)	PUNCT
easat-6131	243	20	have	have	VERB
easat-6131	243	21	positive	positive	ADJ
easat-6131	243	22	or	or	CCONJ
easat-6131	243	23	statistically	statistically	ADV
easat-6131	243	24	insignificant	insignificant	ADJ
easat-6131	243	25	ect	ect	VERB
easat-6131	243	26	values	value	NOUN
easat-6131	243	27	,	,	PUNCT
easat-6131	243	28	indicating	indicate	VERB
easat-6131	243	29	that	that	SCONJ
easat-6131	243	30	short	short	ADJ
easat-6131	243	31	-	-	PUNCT
easat-6131	243	32	run	run	VERB
easat-6131	243	33	economic	economic	ADJ
easat-6131	243	34	shocks	shock	NOUN
easat-6131	243	35	are	be	AUX
easat-6131	243	36	not	not	PART
easat-6131	243	37	naturally	naturally	ADV
easat-6131	243	38	corrected	correct	VERB
easat-6131	243	39	in	in	ADP
easat-6131	243	40	the	the	DET
easat-6131	243	41	long	long	ADJ
easat-6131	243	42	run	run	NOUN
easat-6131	243	43	in	in	ADP
easat-6131	243	44	these	these	DET
easat-6131	243	45	countries	country	NOUN
easat-6131	243	46	.	.	PUNCT
easat-6131	244	1	this	this	DET
easat-6131	244	2	lack	lack	NOUN
easat-6131	244	3	of	of	ADP
easat-6131	244	4	automatic	automatic	ADJ
easat-6131	244	5	correction	correction	NOUN
easat-6131	244	6	suggests	suggest	VERB
easat-6131	244	7	weak	weak	ADJ
easat-6131	244	8	institutional	institutional	ADJ
easat-6131	244	9	frameworks	framework	NOUN
easat-6131	244	10	or	or	CCONJ
easat-6131	244	11	ineffective	ineffective	ADJ
easat-6131	244	12	economic	economic	ADJ
easat-6131	244	13	mechanisms	mechanism	NOUN
easat-6131	244	14	,	,	PUNCT
easat-6131	244	15	necessitating	necessitate	VERB
easat-6131	244	16	policy	policy	NOUN
easat-6131	244	17	interventions	intervention	NOUN
easat-6131	244	18	to	to	PART
easat-6131	244	19	enhance	enhance	VERB
easat-6131	244	20	economic	economic	ADJ
easat-6131	244	21	stability	stability	NOUN
easat-6131	244	22	and	and	CCONJ
easat-6131	244	23	resilience	resilience	NOUN
easat-6131	244	24	.	.	PUNCT
easat-6131	245	1	government	government	NOUN
easat-6131	245	2	expenditure	expenditure	NOUN
easat-6131	245	3	on	on	ADP
easat-6131	245	4	education	education	NOUN
easat-6131	245	5	has	have	AUX
easat-6131	245	6	varying	vary	VERB
easat-6131	245	7	short	short	ADJ
easat-6131	245	8	-	-	PUNCT
easat-6131	245	9	run	run	NOUN
easat-6131	245	10	effects	effect	NOUN
easat-6131	245	11	across	across	ADP
easat-6131	245	12	wamz	wamz	ADJ
easat-6131	245	13	countries	country	NOUN
easat-6131	245	14	.	.	PUNCT
easat-6131	246	1	nigeria	nigeria	PROPN
easat-6131	246	2	shows	show	VERB
easat-6131	246	3	the	the	DET
easat-6131	246	4	strongest	strong	ADJ
easat-6131	246	5	positive	positive	ADJ
easat-6131	246	6	impact	impact	NOUN
easat-6131	246	7	(	(	PUNCT
easat-6131	246	8	21.795	21.795	NUM
easat-6131	246	9	)	)	PUNCT
easat-6131	246	10	,	,	PUNCT
easat-6131	246	11	indicating	indicate	VERB
easat-6131	246	12	that	that	SCONJ
easat-6131	246	13	short	short	ADJ
easat-6131	246	14	-	-	PUNCT
easat-6131	246	15	term	term	NOUN
easat-6131	246	16	increases	increase	NOUN
easat-6131	246	17	in	in	ADP
easat-6131	246	18	education	education	NOUN
easat-6131	246	19	spending	spending	NOUN
easat-6131	246	20	significantly	significantly	ADV
easat-6131	246	21	contribute	contribute	VERB
easat-6131	246	22	to	to	ADP
easat-6131	246	23	economic	economic	ADJ
easat-6131	246	24	growth	growth	NOUN
easat-6131	246	25	by	by	ADP
easat-6131	246	26	enhancing	enhance	VERB
easat-6131	246	27	human	human	ADJ
easat-6131	246	28	capital	capital	NOUN
easat-6131	246	29	and	and	CCONJ
easat-6131	246	30	productivity	productivity	NOUN
easat-6131	246	31	.	.	PUNCT
easat-6131	247	1	liberia	liberia	PROPN
easat-6131	247	2	(	(	PUNCT
easat-6131	247	3	3.052	3.052	NUM
easat-6131	247	4	*	*	NOUN
easat-6131	247	5	)	)	PUNCT
easat-6131	247	6	and	and	CCONJ
easat-6131	247	7	sierra	sierra	PROPN
easat-6131	247	8	leone	leone	PROPN
easat-6131	247	9	(	(	PUNCT
easat-6131	247	10	1.496	1.496	NUM
easat-6131	247	11	*	*	NOUN
easat-6131	247	12	)	)	PUNCT
easat-6131	247	13	also	also	ADV
easat-6131	247	14	exhibit	exhibit	VERB
easat-6131	247	15	positive	positive	ADJ
easat-6131	247	16	effects	effect	NOUN
easat-6131	247	17	,	,	PUNCT
easat-6131	247	18	though	though	SCONJ
easat-6131	247	19	smaller	small	ADJ
easat-6131	247	20	in	in	ADP
easat-6131	247	21	magnitude	magnitude	NOUN
easat-6131	247	22	,	,	PUNCT
easat-6131	247	23	implying	imply	VERB
easat-6131	247	24	moderate	moderate	ADJ
easat-6131	247	25	contributions	contribution	NOUN
easat-6131	247	26	of	of	ADP
easat-6131	247	27	education	education	NOUN
easat-6131	247	28	investments	investment	NOUN
easat-6131	247	29	to	to	ADP
easat-6131	247	30	short	short	ADJ
easat-6131	247	31	-	-	PUNCT
easat-6131	247	32	term	term	NOUN
easat-6131	247	33	growth	growth	NOUN
easat-6131	247	34	.	.	PUNCT
easat-6131	248	1	however	however	ADV
easat-6131	248	2	,	,	PUNCT
easat-6131	248	3	guinea	guinea	NOUN
easat-6131	248	4	(	(	PUNCT
easat-6131	248	5	2.059	2.059	NUM
easat-6131	248	6	)	)	PUNCT
easat-6131	248	7	shows	show	VERB
easat-6131	248	8	a	a	DET
easat-6131	248	9	negative	negative	ADJ
easat-6131	248	10	and	and	CCONJ
easat-6131	248	11	insignificant	insignificant	ADJ
easat-6131	248	12	effect	effect	NOUN
easat-6131	248	13	,	,	PUNCT
easat-6131	248	14	suggesting	suggest	VERB
easat-6131	248	15	that	that	SCONJ
easat-6131	248	16	education	education	NOUN
easat-6131	248	17	spending	spending	NOUN
easat-6131	248	18	does	do	AUX
easat-6131	248	19	not	not	PART
easat-6131	248	20	yield	yield	VERB
easat-6131	248	21	immediate	immediate	ADJ
easat-6131	248	22	economic	economic	ADJ
easat-6131	248	23	benefits	benefit	NOUN
easat-6131	248	24	and	and	CCONJ
easat-6131	248	25	may	may	AUX
easat-6131	248	26	require	require	VERB
easat-6131	248	27	time	time	NOUN
easat-6131	248	28	before	before	ADP
easat-6131	248	29	contributing	contribute	VERB
easat-6131	248	30	to	to	ADP
easat-6131	248	31	growth	growth	NOUN
easat-6131	248	32	.	.	PUNCT
easat-6131	249	1	similarly	similarly	ADV
easat-6131	249	2	,	,	PUNCT
easat-6131	249	3	ghana	ghana	PROPN
easat-6131	249	4	(	(	PUNCT
easat-6131	249	5	0.77	0.77	NUM
easat-6131	249	6	*	*	PUNCT
easat-6131	249	7	)	)	PUNCT
easat-6131	249	8	and	and	CCONJ
easat-6131	249	9	the	the	DET
easat-6131	249	10	gambia	gambia	NOUN
easat-6131	249	11	(	(	PUNCT
easat-6131	249	12	0.583	0.583	NUM
easat-6131	249	13	*	*	NOUN
easat-6131	249	14	*	*	NOUN
easat-6131	249	15	)	)	PUNCT
easat-6131	249	16	display	display	VERB
easat-6131	249	17	weaker	weak	ADJ
easat-6131	249	18	but	but	CCONJ
easat-6131	249	19	positive	positive	ADJ
easat-6131	249	20	effects	effect	NOUN
easat-6131	249	21	,	,	PUNCT
easat-6131	249	22	indicating	indicate	VERB
easat-6131	249	23	that	that	SCONJ
easat-6131	249	24	while	while	SCONJ
easat-6131	249	25	education	education	NOUN
easat-6131	249	26	investment	investment	NOUN
easat-6131	249	27	is	be	AUX
easat-6131	249	28	beneficial	beneficial	ADJ
easat-6131	249	29	,	,	PUNCT
easat-6131	249	30	its	its	PRON
easat-6131	249	31	immediate	immediate	ADJ
easat-6131	249	32	impact	impact	NOUN
easat-6131	249	33	depends	depend	VERB
easat-6131	249	34	on	on	ADP
easat-6131	249	35	factors	factor	NOUN
easat-6131	249	36	such	such	ADJ
easat-6131	249	37	as	as	ADP
easat-6131	249	38	the	the	DET
easat-6131	249	39	efficiency	efficiency	NOUN
easat-6131	249	40	of	of	ADP
easat-6131	249	41	implementation	implementation	NOUN
easat-6131	249	42	,	,	PUNCT
easat-6131	249	43	quality	quality	NOUN
easat-6131	249	44	of	of	ADP
easat-6131	249	45	education	education	NOUN
easat-6131	249	46	,	,	PUNCT
easat-6131	249	47	and	and	CCONJ
easat-6131	249	48	its	its	PRON
easat-6131	249	49	alignment	alignment	NOUN
easat-6131	249	50	with	with	ADP
easat-6131	249	51	labour	labour	ADJ
easat-6131	249	52	market	market	NOUN
easat-6131	249	53	needs	need	NOUN
easat-6131	249	54	.	.	PUNCT
easat-6131	250	1	in	in	ADP
easat-6131	250	2	contrast	contrast	NOUN
easat-6131	250	3	,	,	PUNCT
easat-6131	250	4	government	government	NOUN
easat-6131	250	5	health	health	NOUN
easat-6131	250	6	expenditure	expenditure	NOUN
easat-6131	250	7	exhibits	exhibit	VERB
easat-6131	250	8	mixed	mixed	ADJ
easat-6131	250	9	effects	effect	NOUN
easat-6131	250	10	across	across	ADP
easat-6131	250	11	countries	country	NOUN
easat-6131	250	12	.	.	PUNCT
easat-6131	251	1	in	in	ADP
easat-6131	251	2	nigeria	nigeria	PROPN
easat-6131	251	3	(	(	PUNCT
easat-6131	251	4	3.441	3.441	NUM
easat-6131	251	5	*	*	NOUN
easat-6131	251	6	*	*	NOUN
easat-6131	251	7	)	)	PUNCT
easat-6131	251	8	,	,	PUNCT
easat-6131	251	9	liberia	liberia	PROPN
easat-6131	251	10	(	(	PUNCT
easat-6131	251	11	-1.215	-1.215	NOUN
easat-6131	251	12	*	*	PUNCT
easat-6131	251	13	*	*	NOUN
easat-6131	251	14	)	)	PUNCT
easat-6131	251	15	,	,	PUNCT
easat-6131	251	16	and	and	CCONJ
easat-6131	251	17	sierra	sierra	PROPN
easat-6131	251	18	leone	leone	PROPN
easat-6131	251	19	(	(	PUNCT
easat-6131	251	20	-0.921	-0.921	X
easat-6131	251	21	*	*	NUM
easat-6131	251	22	)	)	PUNCT
easat-6131	251	23	,	,	PUNCT
easat-6131	251	24	health	health	NOUN
easat-6131	251	25	spending	spending	NOUN
easat-6131	251	26	has	have	VERB
easat-6131	251	27	a	a	DET
easat-6131	251	28	negative	negative	ADJ
easat-6131	251	29	short	short	ADJ
easat-6131	251	30	-	-	PUNCT
easat-6131	251	31	run	run	NOUN
easat-6131	251	32	impact	impact	NOUN
easat-6131	251	33	,	,	PUNCT
easat-6131	251	34	suggesting	suggest	VERB
easat-6131	251	35	inefficiencies	inefficiency	NOUN
easat-6131	251	36	in	in	ADP
easat-6131	251	37	the	the	DET
easat-6131	251	38	health	health	NOUN
easat-6131	251	39	sector	sector	NOUN
easat-6131	251	40	,	,	PUNCT
easat-6131	251	41	high	high	ADJ
easat-6131	251	42	implementation	implementation	NOUN
easat-6131	251	43	costs	cost	NOUN
easat-6131	251	44	,	,	PUNCT
easat-6131	251	45	or	or	CCONJ
easat-6131	251	46	delayed	delay	VERB
easat-6131	251	47	economic	economic	ADJ
easat-6131	251	48	benefits	benefit	NOUN
easat-6131	251	49	.	.	PUNCT
easat-6131	252	1	ghana	ghana	PROPN
easat-6131	252	2	(	(	PUNCT
easat-6131	252	3	1.593	1.593	NUM
easat-6131	252	4	)	)	PUNCT
easat-6131	252	5	shows	show	VERB
easat-6131	252	6	a	a	DET
easat-6131	252	7	positive	positive	ADJ
easat-6131	252	8	but	but	CCONJ
easat-6131	252	9	statistically	statistically	ADV
easat-6131	252	10	insignificant	insignificant	ADJ
easat-6131	252	11	coefficient	coefficient	NOUN
easat-6131	252	12	,	,	PUNCT
easat-6131	252	13	indicating	indicate	VERB
easat-6131	252	14	potential	potential	ADJ
easat-6131	252	15	benefits	benefit	NOUN
easat-6131	252	16	that	that	PRON
easat-6131	252	17	may	may	AUX
easat-6131	252	18	take	take	VERB
easat-6131	252	19	longer	long	ADJ
easat-6131	252	20	to	to	PART
easat-6131	252	21	materialise	materialise	VERB
easat-6131	252	22	.	.	PUNCT
easat-6131	253	1	guinea	guinea	NOUN
easat-6131	253	2	(	(	PUNCT
easat-6131	253	3	-0.041	-0.041	ADP
easat-6131	253	4	)	)	PUNCT
easat-6131	253	5	and	and	CCONJ
easat-6131	253	6	the	the	DET
easat-6131	253	7	gambia	gambia	PROPN
easat-6131	253	8	(	(	PUNCT
easat-6131	253	9	-2.225	-2.225	X
easat-6131	253	10	)	)	PUNCT
easat-6131	253	11	also	also	ADV
easat-6131	253	12	exhibit	exhibit	VERB
easat-6131	253	13	weak	weak	ADJ
easat-6131	253	14	or	or	CCONJ
easat-6131	253	15	negative	negative	ADJ
easat-6131	253	16	effects	effect	NOUN
easat-6131	253	17	,	,	PUNCT
easat-6131	253	18	reinforcing	reinforce	VERB
easat-6131	253	19	that	that	SCONJ
easat-6131	253	20	health	health	NOUN
easat-6131	253	21	investments	investment	NOUN
easat-6131	253	22	may	may	AUX
easat-6131	253	23	take	take	VERB
easat-6131	253	24	time	time	NOUN
easat-6131	253	25	to	to	PART
easat-6131	253	26	contribute	contribute	VERB
easat-6131	253	27	significantly	significantly	ADV
easat-6131	253	28	to	to	ADP
easat-6131	253	29	economic	economic	ADJ
easat-6131	253	30	performance	performance	NOUN
easat-6131	253	31	.	.	PUNCT
easat-6131	254	1	4.2.2	4.2.2	X
easat-6131	254	2	.	.	PUNCT
easat-6131	255	1	analysis	analysis	NOUN
easat-6131	255	2	of	of	ADP
easat-6131	255	3	the	the	DET
easat-6131	255	4	causal	causal	ADJ
easat-6131	255	5	relationship	relationship	NOUN
easat-6131	255	6	the	the	DET
easat-6131	255	7	test	test	NOUN
easat-6131	255	8	results	result	NOUN
easat-6131	255	9	indicate	indicate	VERB
easat-6131	255	10	that	that	SCONJ
easat-6131	255	11	economic	economic	ADJ
easat-6131	255	12	growth	growth	NOUN
easat-6131	255	13	granger	granger	NOUN
easat-6131	255	14	-	-	PUNCT
easat-6131	255	15	causes	cause	VERB
easat-6131	255	16	government	government	NOUN
easat-6131	255	17	expenditure	expenditure	NOUN
easat-6131	255	18	on	on	ADP
easat-6131	255	19	education	education	NOUN
easat-6131	255	20	at	at	ADP
easat-6131	255	21	a	a	DET
easat-6131	255	22	statistically	statistically	ADV
easat-6131	255	23	significant	significant	ADJ
easat-6131	255	24	level	level	NOUN
easat-6131	255	25	,	,	PUNCT
easat-6131	255	26	with	with	ADP
easat-6131	255	27	a	a	DET
easat-6131	255	28	z	z	NOUN
easat-6131	255	29	-	-	PUNCT
easat-6131	255	30	bar	bar	NOUN
easat-6131	255	31	value	value	NOUN
easat-6131	255	32	of	of	ADP
easat-6131	255	33	2.7248	2.7248	NUM
easat-6131	255	34	(	(	PUNCT
easat-6131	255	35	p	p	X
easat-6131	255	36	=	=	PROPN
easat-6131	255	37	0.0064	0.0064	NUM
easat-6131	255	38	)	)	PUNCT
easat-6131	255	39	.	.	PUNCT
easat-6131	256	1	this	this	PRON
easat-6131	256	2	suggests	suggest	VERB
easat-6131	256	3	that	that	SCONJ
easat-6131	256	4	946	946	NUM
easat-6131	256	5	edelweiss	edelweiss	PROPN
easat-6131	256	6	applied	apply	VERB
easat-6131	256	7	science	science	NOUN
easat-6131	256	8	and	and	CCONJ
easat-6131	256	9	technology	technology	NOUN
easat-6131	256	10	issn	issn	PROPN
easat-6131	256	11	:	:	PUNCT
easat-6131	256	12	2576	2576	NUM
easat-6131	256	13	-	-	SYM
easat-6131	256	14	8484	8484	NUM
easat-6131	256	15	vol	vol	NOUN
easat-6131	256	16	.	.	PROPN
easat-6131	257	1	9	9	NUM
easat-6131	257	2	,	,	PUNCT
easat-6131	257	3	no	no	INTJ
easat-6131	257	4	.	.	NOUN
easat-6131	258	1	4	4	NUM
easat-6131	258	2	:	:	PUNCT
easat-6131	258	3	936	936	NUM
easat-6131	258	4	-	-	SYM
easat-6131	258	5	949	949	NUM
easat-6131	258	6	,	,	PUNCT
easat-6131	258	7	2025	2025	NUM
easat-6131	258	8	doi	doi	NOUN
easat-6131	258	9	:	:	PUNCT
easat-6131	258	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	258	11	©	©	PROPN
easat-6131	258	12	2025	2025	NUM
easat-6131	258	13	by	by	ADP
easat-6131	258	14	the	the	DET
easat-6131	258	15	authors	author	NOUN
easat-6131	258	16	;	;	PUNCT
easat-6131	258	17	licensee	licensee	PROPN
easat-6131	258	18	learning	learning	NOUN
easat-6131	258	19	gate	gate	NOUN
easat-6131	258	20	past	past	ADJ
easat-6131	258	21	values	value	NOUN
easat-6131	258	22	of	of	ADP
easat-6131	258	23	gdp	gdp	NOUN
easat-6131	258	24	growth	growth	NOUN
easat-6131	258	25	can	can	AUX
easat-6131	258	26	predict	predict	VERB
easat-6131	258	27	changes	change	NOUN
easat-6131	258	28	in	in	ADP
easat-6131	258	29	education	education	NOUN
easat-6131	258	30	expenditure	expenditure	NOUN
easat-6131	258	31	,	,	PUNCT
easat-6131	258	32	implying	imply	VERB
easat-6131	258	33	that	that	SCONJ
easat-6131	258	34	higher	high	ADJ
easat-6131	258	35	economic	economic	ADJ
easat-6131	258	36	growth	growth	NOUN
easat-6131	258	37	leads	lead	VERB
easat-6131	258	38	to	to	ADP
easat-6131	258	39	increased	increase	VERB
easat-6131	258	40	investment	investment	NOUN
easat-6131	258	41	in	in	ADP
easat-6131	258	42	education	education	NOUN
easat-6131	258	43	.	.	PUNCT
easat-6131	259	1	however	however	ADV
easat-6131	259	2	,	,	PUNCT
easat-6131	259	3	the	the	DET
easat-6131	259	4	reverse	reverse	ADJ
easat-6131	259	5	causality	causality	NOUN
easat-6131	259	6	does	do	AUX
easat-6131	259	7	not	not	PART
easat-6131	259	8	hold	hold	VERB
easat-6131	259	9	,	,	PUNCT
easat-6131	259	10	as	as	SCONJ
easat-6131	259	11	edu	edu	PROPN
easat-6131	259	12	does	do	AUX
easat-6131	259	13	not	not	PART
easat-6131	259	14	significantly	significantly	ADV
easat-6131	259	15	granger	granger	NOUN
easat-6131	259	16	-	-	PUNCT
easat-6131	259	17	cause	cause	NOUN
easat-6131	259	18	gdpg	gdpg	ADJ
easat-6131	259	19	(	(	PUNCT
easat-6131	259	20	z	z	NOUN
easat-6131	259	21	-	-	PUNCT
easat-6131	259	22	bar	bar	NOUN
easat-6131	259	23	=	=	SYM
easat-6131	259	24	-1.2071	-1.2071	NOUN
easat-6131	259	25	,	,	PUNCT
easat-6131	259	26	p	p	X
easat-6131	259	27	=	=	PROPN
easat-6131	259	28	0.2274	0.2274	NUM
easat-6131	259	29	)	)	PUNCT
easat-6131	259	30	.	.	PUNCT
easat-6131	260	1	this	this	DET
easat-6131	260	2	result	result	NOUN
easat-6131	260	3	suggests	suggest	VERB
easat-6131	260	4	that	that	SCONJ
easat-6131	260	5	,	,	PUNCT
easat-6131	260	6	in	in	ADP
easat-6131	260	7	the	the	DET
easat-6131	260	8	short	short	ADJ
easat-6131	260	9	run	run	NOUN
easat-6131	260	10	,	,	PUNCT
easat-6131	260	11	education	education	NOUN
easat-6131	260	12	spending	spending	NOUN
easat-6131	260	13	does	do	AUX
easat-6131	260	14	not	not	PART
easat-6131	260	15	strongly	strongly	ADV
easat-6131	260	16	predict	predict	VERB
easat-6131	260	17	economic	economic	ADJ
easat-6131	260	18	growth	growth	NOUN
easat-6131	260	19	in	in	ADP
easat-6131	260	20	wamz	wamz	ADJ
easat-6131	260	21	countries	country	NOUN
easat-6131	260	22	,	,	PUNCT
easat-6131	260	23	possibly	possibly	ADV
easat-6131	260	24	due	due	ADP
easat-6131	260	25	to	to	ADP
easat-6131	260	26	delays	delay	NOUN
easat-6131	260	27	in	in	ADP
easat-6131	260	28	translating	translate	VERB
easat-6131	260	29	educational	educational	ADJ
easat-6131	260	30	investments	investment	NOUN
easat-6131	260	31	into	into	ADP
easat-6131	260	32	productivity	productivity	NOUN
easat-6131	260	33	gains	gain	NOUN
easat-6131	260	34	.	.	PUNCT
easat-6131	261	1	the	the	DET
easat-6131	261	2	relationship	relationship	NOUN
easat-6131	261	3	between	between	ADP
easat-6131	261	4	economic	economic	ADJ
easat-6131	261	5	growth	growth	NOUN
easat-6131	261	6	and	and	CCONJ
easat-6131	261	7	health	health	NOUN
easat-6131	261	8	expenditure	expenditure	NOUN
easat-6131	261	9	shows	show	VERB
easat-6131	261	10	weak	weak	ADJ
easat-6131	261	11	evidence	evidence	NOUN
easat-6131	261	12	of	of	ADP
easat-6131	261	13	causality	causality	NOUN
easat-6131	261	14	.	.	PUNCT
easat-6131	262	1	the	the	DET
easat-6131	262	2	test	test	NOUN
easat-6131	262	3	fails	fail	VERB
easat-6131	262	4	to	to	PART
easat-6131	262	5	establish	establish	VERB
easat-6131	262	6	a	a	DET
easat-6131	262	7	significant	significant	ADJ
easat-6131	262	8	causal	causal	ADJ
easat-6131	262	9	effect	effect	NOUN
easat-6131	262	10	of	of	ADP
easat-6131	262	11	economic	economic	ADJ
easat-6131	262	12	growth	growth	NOUN
easat-6131	262	13	on	on	ADP
easat-6131	262	14	health	health	NOUN
easat-6131	262	15	expenditure	expenditure	NOUN
easat-6131	262	16	(	(	PUNCT
easat-6131	262	17	z	z	NOUN
easat-6131	262	18	-	-	PUNCT
easat-6131	262	19	bar	bar	NOUN
easat-6131	262	20	=	=	SYM
easat-6131	262	21	0.1295	0.1295	NUM
easat-6131	262	22	,	,	PUNCT
easat-6131	262	23	p	p	X
easat-6131	262	24	=	=	NOUN
easat-6131	262	25	0.8970	0.8970	NUM
easat-6131	262	26	)	)	PUNCT
easat-6131	262	27	,	,	PUNCT
easat-6131	262	28	indicating	indicate	VERB
easat-6131	262	29	that	that	SCONJ
easat-6131	262	30	economic	economic	ADJ
easat-6131	262	31	growth	growth	NOUN
easat-6131	262	32	does	do	AUX
easat-6131	262	33	not	not	PART
easat-6131	262	34	significantly	significantly	ADV
easat-6131	262	35	predict	predict	VERB
easat-6131	262	36	changes	change	NOUN
easat-6131	262	37	in	in	ADP
easat-6131	262	38	health	health	NOUN
easat-6131	262	39	expenditure	expenditure	NOUN
easat-6131	262	40	.	.	PUNCT
easat-6131	263	1	similarly	similarly	ADV
easat-6131	263	2	,	,	PUNCT
easat-6131	263	3	health	health	NOUN
easat-6131	263	4	expenditure	expenditure	NOUN
easat-6131	263	5	does	do	AUX
easat-6131	263	6	not	not	PART
easat-6131	263	7	significantly	significantly	ADV
easat-6131	263	8	granger	granger	NOUN
easat-6131	263	9	-	-	PUNCT
easat-6131	263	10	cause	cause	VERB
easat-6131	263	11	gdp	gdp	NOUN
easat-6131	263	12	growth	growth	NOUN
easat-6131	263	13	(	(	PUNCT
easat-6131	263	14	zbar	zbar	NOUN
easat-6131	263	15	=	=	SYM
easat-6131	263	16	1.8325	1.8325	NUM
easat-6131	263	17	,	,	PUNCT
easat-6131	263	18	p	p	X
easat-6131	263	19	=	=	NOUN
easat-6131	263	20	0.0669	0.0669	NUM
easat-6131	263	21	)	)	PUNCT
easat-6131	263	22	,	,	PUNCT
easat-6131	263	23	though	though	SCONJ
easat-6131	263	24	the	the	DET
easat-6131	263	25	p	p	NOUN
easat-6131	263	26	-	-	PUNCT
easat-6131	263	27	value	value	NOUN
easat-6131	263	28	is	be	AUX
easat-6131	263	29	marginally	marginally	ADV
easat-6131	263	30	close	close	ADJ
easat-6131	263	31	to	to	ADP
easat-6131	263	32	the	the	DET
easat-6131	263	33	10	10	NUM
easat-6131	263	34	%	%	NOUN
easat-6131	263	35	significance	significance	NOUN
easat-6131	263	36	threshold	threshold	NOUN
easat-6131	263	37	.	.	PUNCT
easat-6131	264	1	this	this	PRON
easat-6131	264	2	suggests	suggest	VERB
easat-6131	264	3	that	that	SCONJ
easat-6131	264	4	while	while	SCONJ
easat-6131	264	5	health	health	NOUN
easat-6131	264	6	investments	investment	NOUN
easat-6131	264	7	may	may	AUX
easat-6131	264	8	contribute	contribute	VERB
easat-6131	264	9	to	to	ADP
easat-6131	264	10	long	long	ADJ
easat-6131	264	11	-	-	PUNCT
easat-6131	264	12	term	term	NOUN
easat-6131	264	13	economic	economic	ADJ
easat-6131	264	14	growth	growth	NOUN
easat-6131	264	15	,	,	PUNCT
easat-6131	264	16	their	their	PRON
easat-6131	264	17	immediate	immediate	ADJ
easat-6131	264	18	predictive	predictive	ADJ
easat-6131	264	19	power	power	NOUN
easat-6131	264	20	remains	remain	VERB
easat-6131	264	21	weak	weak	ADJ
easat-6131	264	22	,	,	PUNCT
easat-6131	264	23	likely	likely	ADJ
easat-6131	264	24	due	due	ADP
easat-6131	264	25	to	to	ADP
easat-6131	264	26	inefficiencies	inefficiency	NOUN
easat-6131	264	27	in	in	ADP
easat-6131	264	28	the	the	DET
easat-6131	264	29	healthcare	healthcare	NOUN
easat-6131	264	30	sector	sector	NOUN
easat-6131	264	31	and	and	CCONJ
easat-6131	264	32	delays	delay	NOUN
easat-6131	264	33	in	in	ADP
easat-6131	264	34	realising	realise	VERB
easat-6131	264	35	economic	economic	ADJ
easat-6131	264	36	returns	return	NOUN
easat-6131	264	37	from	from	ADP
easat-6131	264	38	health	health	NOUN
easat-6131	264	39	improvements	improvement	NOUN
easat-6131	264	40	.	.	PUNCT
easat-6131	265	1	table	table	NOUN
easat-6131	265	2	7	7	NUM
easat-6131	265	3	.	.	PUNCT
easat-6131	266	1	dumitrescu	dumitrescu	PROPN
easat-6131	266	2	&	&	CCONJ
easat-6131	266	3	hurlin	hurlin	PROPN
easat-6131	266	4	(	(	PUNCT
easat-6131	266	5	2012	2012	NUM
easat-6131	266	6	)	)	PUNCT
easat-6131	267	1	granger	granger	PROPN
easat-6131	267	2	non	non	ADJ
easat-6131	267	3	-	-	ADJ
easat-6131	267	4	causality	causality	NOUN
easat-6131	267	5	test	test	NOUN
easat-6131	267	6	results	result	VERB
easat-6131	267	7	w	w	NOUN
easat-6131	267	8	-	-	PUNCT
easat-6131	267	9	bar	bar	NOUN
easat-6131	267	10	z	z	NOUN
easat-6131	267	11	-	-	PUNCT
easat-6131	267	12	bar	bar	VERB
easat-6131	267	13	z	z	NOUN
easat-6131	267	14	-	-	PUNCT
easat-6131	267	15	bar	bar	NOUN
easat-6131	267	16	tilde	tilde	NOUN
easat-6131	267	17	gdpg	gdpg	NOUN
easat-6131	267	18	→	→	SYM
easat-6131	267	19	edu	edu	PROPN
easat-6131	267	20	2.5732	2.5732	NUM
easat-6131	267	21	2.7248	2.7248	NUM
easat-6131	267	22	(	(	PUNCT
easat-6131	267	23	0.0064	0.0064	NUM
easat-6131	267	24	)	)	PUNCT
easat-6131	267	25	2.2987	2.2987	NUM
easat-6131	267	26	(	(	PUNCT
easat-6131	267	27	0.0215	0.0215	NUM
easat-6131	267	28	)	)	PUNCT
easat-6131	267	29	edu	edu	PROPN
easat-6131	267	30	→	→	SYM
easat-6131	267	31	gdpg	gdpg	VERB
easat-6131	267	32	0.3031	0.3031	NUM
easat-6131	267	33	-1.2071	-1.2071	NOUN
easat-6131	267	34	(	(	PUNCT
easat-6131	267	35	0.2274	0.2274	NUM
easat-6131	267	36	)	)	PUNCT
easat-6131	267	37	-1.1761	-1.1761	X
easat-6131	267	38	(	(	PUNCT
easat-6131	267	39	0.2396	0.2396	NUM
easat-6131	267	40	)	)	PUNCT
easat-6131	267	41	gdpg	gdpg	NOUN
easat-6131	267	42	→	→	SYM
easat-6131	267	43	hlt	hlt	PROPN
easat-6131	267	44	1.0747	1.0747	NUM
easat-6131	267	45	0.1295	0.1295	NUM
easat-6131	267	46	(	(	PUNCT
easat-6131	267	47	0.8970	0.8970	NUM
easat-6131	267	48	)	)	PUNCT
easat-6131	267	49	0.0051	0.0051	NUM
easat-6131	267	50	(	(	PUNCT
easat-6131	267	51	0.9959	0.9959	NUM
easat-6131	267	52	)	)	PUNCT
easat-6131	267	53	hlt	hlt	PROPN
easat-6131	267	54	→	→	PUNCT
easat-6131	267	55	gdpg	gdpg	VERB
easat-6131	267	56	2.0580	2.0580	NUM
easat-6131	267	57	1.8325	1.8325	NUM
easat-6131	267	58	(	(	PUNCT
easat-6131	267	59	0.0669	0.0669	NUM
easat-6131	267	60	)	)	PUNCT
easat-6131	267	61	1.5101	1.5101	NUM
easat-6131	267	62	(	(	PUNCT
easat-6131	267	63	0.1310	0.1310	NUM
easat-6131	267	64	)	)	PUNCT
easat-6131	267	65	gdpg	gdpg	NOUN
easat-6131	267	66	→	→	PUNCT
easat-6131	267	67	gfc	gfc	NOUN
easat-6131	267	68	2.2335	2.2335	NUM
easat-6131	267	69	2.1365	2.1365	NUM
easat-6131	267	70	(	(	PUNCT
easat-6131	267	71	0.0326	0.0326	NUM
easat-6131	267	72	)	)	PUNCT
easat-6131	267	73	1.7788	1.7788	NUM
easat-6131	267	74	(	(	PUNCT
easat-6131	267	75	0.0753	0.0753	NUM
easat-6131	267	76	)	)	PUNCT
easat-6131	267	77	gfc	gfc	NOUN
easat-6131	267	78	→	→	PUNCT
easat-6131	267	79	gdpg	gdpg	VERB
easat-6131	267	80	1.1746	1.1746	NUM
easat-6131	267	81	0.3025	0.3025	NUM
easat-6131	267	82	(	(	PUNCT
easat-6131	267	83	0.7623	0.7623	NUM
easat-6131	267	84	)	)	PUNCT
easat-6131	267	85	0.1580	0.1580	NUM
easat-6131	267	86	(	(	PUNCT
easat-6131	267	87	0.8745	0.8745	NUM
easat-6131	267	88	)	)	PUNCT
easat-6131	267	89	gdpg→	gdpg→	NOUN
easat-6131	267	90	lab	lab	VERB
easat-6131	267	91	1.1295	1.1295	NUM
easat-6131	267	92	0.2243	0.2243	NUM
easat-6131	267	93	(	(	PUNCT
easat-6131	267	94	0.8225	0.8225	NUM
easat-6131	267	95	)	)	PUNCT
easat-6131	267	96	0.0889	0.0889	NUM
easat-6131	267	97	(	(	PUNCT
easat-6131	267	98	0.9292	0.9292	NUM
easat-6131	267	99	)	)	PUNCT
easat-6131	267	100	lab	lab	NOUN
easat-6131	267	101	→	→	SYM
easat-6131	267	102	gdpg	gdpg	ADJ
easat-6131	267	103	0.5814	0.5814	NUM
easat-6131	267	104	-0.7250(0.4684	-0.7250(0.4684	NUM
easat-6131	267	105	)	)	PUNCT
easat-6131	267	106	-0.7501(0.4532	-0.7501(0.4532	PROPN
easat-6131	267	107	)	)	PUNCT
easat-6131	267	108	gdpg	gdpg	PROPN
easat-6131	267	109	→	→	PUNCT
easat-6131	267	110	fdi	fdi	NOUN
easat-6131	267	111	2.1129	2.1129	NUM
easat-6131	267	112	1.9276	1.9276	NUM
easat-6131	267	113	(	(	PUNCT
easat-6131	267	114	0.0539	0.0539	NUM
easat-6131	267	115	)	)	PUNCT
easat-6131	267	116	1.5942	1.5942	NUM
easat-6131	267	117	(	(	PUNCT
easat-6131	267	118	0.1109	0.1109	NUM
easat-6131	267	119	)	)	PUNCT
easat-6131	267	120	fdi	fdi	NOUN
easat-6131	267	121	→	→	SYM
easat-6131	267	122	gdpg	gdpg	VERB
easat-6131	267	123	2.2292	2.2292	NUM
easat-6131	267	124	2.1290	2.1290	NUM
easat-6131	267	125	(	(	PUNCT
easat-6131	267	126	0.0333	0.0333	NUM
easat-6131	267	127	)	)	PUNCT
easat-6131	267	128	1.7722	1.7722	NUM
easat-6131	267	129	(	(	PUNCT
easat-6131	267	130	0.0764	0.0764	NUM
easat-6131	267	131	)	)	PUNCT
easat-6131	267	132	gdpg	gdpg	NOUN
easat-6131	267	133	→	→	PUNCT
easat-6131	267	134	opn	opn	PROPN
easat-6131	267	135	2.2371	2.2371	NUM
easat-6131	267	136	2.1428	2.1428	NUM
easat-6131	267	137	(	(	PUNCT
easat-6131	267	138	0.0321	0.0321	NUM
easat-6131	267	139	)	)	PUNCT
easat-6131	267	140	1.7843	1.7843	NUM
easat-6131	267	141	(	(	PUNCT
easat-6131	267	142	0.0744	0.0744	NUM
easat-6131	267	143	)	)	PUNCT
easat-6131	267	144	opn	opn	PROPN
easat-6131	267	145	→	→	SYM
easat-6131	267	146	gdpg	gdpg	VERB
easat-6131	267	147	1.2805	1.2805	NUM
easat-6131	267	148	0.4859	0.4859	NUM
easat-6131	267	149	(	(	PUNCT
easat-6131	267	150	0.6270	0.6270	NUM
easat-6131	267	151	)	)	PUNCT
easat-6131	267	152	0.3201	0.3201	NUM
easat-6131	267	153	(	(	PUNCT
easat-6131	267	154	0.7489	0.7489	NUM
easat-6131	267	155	)	)	PUNCT
easat-6131	267	156	note	note	NOUN
easat-6131	267	157	:	:	PUNCT
easat-6131	267	158	p	p	X
easat-6131	267	159	-	-	PUNCT
easat-6131	267	160	value	value	NOUN
easat-6131	267	161	in	in	ADP
easat-6131	267	162	parenthesis	parenthesis	NOUN
easat-6131	267	163	.	.	PUNCT
easat-6131	268	1	4.3	4.3	NUM
easat-6131	268	2	.	.	PUNCT
easat-6131	268	3	discussion	discussion	NOUN
easat-6131	268	4	of	of	ADP
easat-6131	268	5	findings	finding	NOUN
easat-6131	268	6	the	the	DET
easat-6131	268	7	findings	finding	NOUN
easat-6131	268	8	of	of	ADP
easat-6131	268	9	this	this	DET
easat-6131	268	10	study	study	NOUN
easat-6131	268	11	align	align	VERB
easat-6131	268	12	with	with	ADP
easat-6131	268	13	existing	exist	VERB
easat-6131	268	14	literature	literature	NOUN
easat-6131	268	15	that	that	PRON
easat-6131	268	16	emphasises	emphasise	VERB
easat-6131	268	17	the	the	DET
easat-6131	268	18	crucial	crucial	ADJ
easat-6131	268	19	role	role	NOUN
easat-6131	268	20	of	of	ADP
easat-6131	268	21	human	human	ADJ
easat-6131	268	22	capital	capital	NOUN
easat-6131	268	23	development	development	NOUN
easat-6131	268	24	in	in	ADP
easat-6131	268	25	driving	drive	VERB
easat-6131	268	26	long	long	ADJ
easat-6131	268	27	-	-	PUNCT
easat-6131	268	28	term	term	NOUN
easat-6131	268	29	economic	economic	ADJ
easat-6131	268	30	growth	growth	NOUN
easat-6131	268	31	.	.	PUNCT
easat-6131	269	1	the	the	DET
easat-6131	269	2	significant	significant	ADJ
easat-6131	269	3	positive	positive	ADJ
easat-6131	269	4	impact	impact	NOUN
easat-6131	269	5	of	of	ADP
easat-6131	269	6	government	government	NOUN
easat-6131	269	7	expenditure	expenditure	NOUN
easat-6131	269	8	on	on	ADP
easat-6131	269	9	education	education	NOUN
easat-6131	269	10	,	,	PUNCT
easat-6131	269	11	in	in	ADP
easat-6131	269	12	the	the	DET
easat-6131	269	13	long	long	ADJ
easat-6131	269	14	run	run	NOUN
easat-6131	269	15	,	,	PUNCT
easat-6131	269	16	is	be	AUX
easat-6131	269	17	consistent	consistent	ADJ
easat-6131	269	18	with	with	ADP
easat-6131	269	19	studies	study	NOUN
easat-6131	269	20	such	such	ADJ
easat-6131	269	21	as	as	ADP
easat-6131	269	22	teixeira	teixeira	PROPN
easat-6131	269	23	and	and	CCONJ
easat-6131	269	24	queirós	queiró	VERB
easat-6131	270	1	[	[	X
easat-6131	270	2	3	3	X
easat-6131	270	3	]	]	PUNCT
easat-6131	270	4	and	and	CCONJ
easat-6131	270	5	ma	ma	PROPN
easat-6131	270	6	,	,	PUNCT
easat-6131	270	7	et	et	PROPN
easat-6131	270	8	al	al	PROPN
easat-6131	270	9	.	.	PUNCT
easat-6131	271	1	[	[	X
easat-6131	271	2	9	9	NUM
easat-6131	271	3	]	]	PUNCT
easat-6131	271	4	which	which	PRON
easat-6131	271	5	highlight	highlight	VERB
easat-6131	271	6	how	how	SCONJ
easat-6131	271	7	investments	investment	NOUN
easat-6131	271	8	in	in	ADP
easat-6131	271	9	education	education	NOUN
easat-6131	271	10	enhance	enhance	VERB
easat-6131	271	11	labour	labour	PROPN
easat-6131	271	12	productivity	productivity	NOUN
easat-6131	271	13	,	,	PUNCT
easat-6131	271	14	foster	foster	ADJ
easat-6131	271	15	innovation	innovation	NOUN
easat-6131	271	16	,	,	PUNCT
easat-6131	271	17	and	and	CCONJ
easat-6131	271	18	contribute	contribute	VERB
easat-6131	271	19	to	to	ADP
easat-6131	271	20	sustainable	sustainable	ADJ
easat-6131	271	21	economic	economic	ADJ
easat-6131	271	22	development	development	NOUN
easat-6131	271	23	.	.	PUNCT
easat-6131	272	1	the	the	DET
easat-6131	272	2	results	result	NOUN
easat-6131	272	3	support	support	VERB
easat-6131	272	4	the	the	DET
easat-6131	272	5	augmented	augment	VERB
easat-6131	272	6	solow	solow	PROPN
easat-6131	272	7	human	human	PROPN
easat-6131	272	8	capital	capital	PROPN
easat-6131	272	9	growth	growth	NOUN
easat-6131	272	10	model	model	NOUN
easat-6131	272	11	,	,	PUNCT
easat-6131	272	12	which	which	PRON
easat-6131	272	13	posits	posit	VERB
easat-6131	272	14	that	that	SCONJ
easat-6131	272	15	education	education	NOUN
easat-6131	272	16	is	be	AUX
easat-6131	272	17	a	a	DET
easat-6131	272	18	fundamental	fundamental	ADJ
easat-6131	272	19	driver	driver	NOUN
easat-6131	272	20	of	of	ADP
easat-6131	272	21	economic	economic	ADJ
easat-6131	272	22	expansion	expansion	NOUN
easat-6131	272	23	by	by	ADP
easat-6131	272	24	improving	improve	VERB
easat-6131	272	25	workforce	workforce	NOUN
easat-6131	272	26	quality	quality	NOUN
easat-6131	272	27	and	and	CCONJ
easat-6131	272	28	efficiency	efficiency	NOUN
easat-6131	272	29	.	.	PUNCT
easat-6131	273	1	however	however	ADV
easat-6131	273	2	,	,	PUNCT
easat-6131	273	3	the	the	DET
easat-6131	273	4	weaker	weak	ADJ
easat-6131	273	5	short	short	ADJ
easat-6131	273	6	-	-	PUNCT
easat-6131	273	7	run	run	NOUN
easat-6131	273	8	impact	impact	NOUN
easat-6131	273	9	of	of	ADP
easat-6131	273	10	education	education	NOUN
easat-6131	273	11	expenditure	expenditure	NOUN
easat-6131	273	12	suggests	suggest	VERB
easat-6131	273	13	that	that	SCONJ
easat-6131	273	14	structural	structural	ADJ
easat-6131	273	15	challenges	challenge	NOUN
easat-6131	273	16	,	,	PUNCT
easat-6131	273	17	such	such	ADJ
easat-6131	273	18	as	as	ADP
easat-6131	273	19	inefficiencies	inefficiency	NOUN
easat-6131	273	20	in	in	ADP
easat-6131	273	21	the	the	DET
easat-6131	273	22	education	education	NOUN
easat-6131	273	23	system	system	NOUN
easat-6131	273	24	,	,	PUNCT
easat-6131	273	25	delays	delay	NOUN
easat-6131	273	26	in	in	ADP
easat-6131	273	27	policy	policy	NOUN
easat-6131	273	28	implementation	implementation	NOUN
easat-6131	273	29	,	,	PUNCT
easat-6131	273	30	and	and	CCONJ
easat-6131	273	31	labour	labour	NOUN
easat-6131	273	32	market	market	NOUN
easat-6131	273	33	mismatches	mismatch	NOUN
easat-6131	273	34	,	,	PUNCT
easat-6131	273	35	may	may	AUX
easat-6131	273	36	hinder	hinder	VERB
easat-6131	273	37	immediate	immediate	ADJ
easat-6131	273	38	economic	economic	ADJ
easat-6131	273	39	benefits	benefit	NOUN
easat-6131	273	40	.	.	PUNCT
easat-6131	274	1	this	this	PRON
easat-6131	274	2	aligns	align	VERB
easat-6131	274	3	with	with	ADP
easat-6131	274	4	the	the	DET
easat-6131	274	5	findings	finding	NOUN
easat-6131	274	6	of	of	ADP
easat-6131	274	7	rahim	rahim	PROPN
easat-6131	274	8	,	,	PUNCT
easat-6131	274	9	et	et	PROPN
easat-6131	274	10	al	al	PROPN
easat-6131	274	11	.	.	PUNCT
easat-6131	275	1	[	[	X
easat-6131	275	2	6	6	NUM
easat-6131	275	3	]	]	PUNCT
easat-6131	275	4	who	who	PRON
easat-6131	275	5	argue	argue	VERB
easat-6131	275	6	that	that	SCONJ
easat-6131	275	7	human	human	ADJ
easat-6131	275	8	capital	capital	NOUN
easat-6131	275	9	investments	investment	NOUN
easat-6131	275	10	require	require	VERB
easat-6131	275	11	time	time	NOUN
easat-6131	275	12	to	to	PART
easat-6131	275	13	translate	translate	VERB
easat-6131	275	14	into	into	ADP
easat-6131	275	15	measurable	measurable	ADJ
easat-6131	275	16	economic	economic	ADJ
easat-6131	275	17	gains	gain	NOUN
easat-6131	275	18	.	.	PUNCT
easat-6131	276	1	furthermore	furthermore	ADV
easat-6131	276	2	,	,	PUNCT
easat-6131	276	3	the	the	DET
easat-6131	276	4	varying	vary	VERB
easat-6131	276	5	short	short	ADJ
easat-6131	276	6	-	-	PUNCT
easat-6131	276	7	run	run	NOUN
easat-6131	276	8	effects	effect	NOUN
easat-6131	276	9	across	across	ADP
easat-6131	276	10	wamz	wamz	ADJ
easat-6131	276	11	countries	country	NOUN
easat-6131	276	12	suggest	suggest	VERB
easat-6131	276	13	that	that	SCONJ
easat-6131	276	14	national	national	ADJ
easat-6131	276	15	differences	difference	NOUN
easat-6131	276	16	in	in	ADP
easat-6131	276	17	governance	governance	NOUN
easat-6131	276	18	quality	quality	NOUN
easat-6131	276	19	,	,	PUNCT
easat-6131	276	20	educational	educational	ADJ
easat-6131	276	21	infrastructure	infrastructure	NOUN
easat-6131	276	22	,	,	PUNCT
easat-6131	276	23	and	and	CCONJ
easat-6131	276	24	budget	budget	NOUN
easat-6131	276	25	execution	execution	NOUN
easat-6131	276	26	may	may	AUX
easat-6131	276	27	influence	influence	VERB
easat-6131	276	28	the	the	DET
easat-6131	276	29	effectiveness	effectiveness	NOUN
easat-6131	276	30	of	of	ADP
easat-6131	276	31	education	education	NOUN
easat-6131	276	32	expenditure	expenditure	NOUN
easat-6131	276	33	in	in	ADP
easat-6131	276	34	stimulating	stimulate	VERB
easat-6131	276	35	growth	growth	NOUN
easat-6131	276	36	.	.	PUNCT
easat-6131	277	1	similarly	similarly	ADV
easat-6131	277	2	,	,	PUNCT
easat-6131	277	3	the	the	DET
easat-6131	277	4	positive	positive	ADJ
easat-6131	277	5	and	and	CCONJ
easat-6131	277	6	significant	significant	ADJ
easat-6131	277	7	long	long	ADJ
easat-6131	277	8	-	-	PUNCT
easat-6131	277	9	run	run	NOUN
easat-6131	277	10	relationship	relationship	NOUN
easat-6131	277	11	between	between	ADP
easat-6131	277	12	health	health	NOUN
easat-6131	277	13	expenditure	expenditure	NOUN
easat-6131	277	14	and	and	CCONJ
easat-6131	277	15	economic	economic	ADJ
easat-6131	277	16	growth	growth	NOUN
easat-6131	277	17	confirms	confirm	VERB
easat-6131	277	18	prior	prior	ADJ
easat-6131	277	19	research	research	NOUN
easat-6131	277	20	findings	finding	NOUN
easat-6131	277	21	,	,	PUNCT
easat-6131	277	22	such	such	ADJ
easat-6131	277	23	as	as	ADP
easat-6131	277	24	those	those	PRON
easat-6131	277	25	by	by	ADP
easat-6131	277	26	jie	jie	PROPN
easat-6131	277	27	and	and	CCONJ
easat-6131	277	28	lan	lan	PROPN
easat-6131	278	1	[	[	X
easat-6131	278	2	7	7	X
easat-6131	278	3	]	]	PUNCT
easat-6131	278	4	which	which	PRON
easat-6131	278	5	emphasise	emphasise	VERB
easat-6131	278	6	the	the	DET
easat-6131	278	7	role	role	NOUN
easat-6131	278	8	of	of	ADP
easat-6131	278	9	healthcare	healthcare	NOUN
easat-6131	278	10	investments	investment	NOUN
easat-6131	278	11	in	in	ADP
easat-6131	278	12	improving	improve	VERB
easat-6131	278	13	labour	labour	ADJ
easat-6131	278	14	productivity	productivity	NOUN
easat-6131	278	15	and	and	CCONJ
easat-6131	278	16	economic	economic	ADJ
easat-6131	278	17	resilience	resilience	NOUN
easat-6131	278	18	.	.	PUNCT
easat-6131	279	1	a	a	DET
easat-6131	279	2	healthier	healthy	ADJ
easat-6131	279	3	workforce	workforce	NOUN
easat-6131	279	4	experiences	experience	VERB
easat-6131	279	5	fewer	few	ADJ
easat-6131	279	6	work	work	NOUN
easat-6131	279	7	disruptions	disruption	NOUN
easat-6131	279	8	due	due	ADP
easat-6131	279	9	to	to	ADP
easat-6131	279	10	illness	illness	NOUN
easat-6131	279	11	,	,	PUNCT
easat-6131	279	12	leading	lead	VERB
easat-6131	279	13	to	to	ADP
easat-6131	279	14	greater	great	ADJ
easat-6131	279	15	efficiency	efficiency	NOUN
easat-6131	279	16	and	and	CCONJ
easat-6131	279	17	higher	high	ADJ
easat-6131	279	18	economic	economic	ADJ
easat-6131	279	19	output	output	NOUN
easat-6131	279	20	.	.	PUNCT
easat-6131	280	1	however	however	ADV
easat-6131	280	2	,	,	PUNCT
easat-6131	280	3	the	the	DET
easat-6131	280	4	negative	negative	ADJ
easat-6131	280	5	short	short	ADJ
easat-6131	280	6	-	-	PUNCT
easat-6131	280	7	run	run	NOUN
easat-6131	280	8	impact	impact	NOUN
easat-6131	280	9	of	of	ADP
easat-6131	280	10	health	health	NOUN
easat-6131	280	11	expenditure	expenditure	NOUN
easat-6131	280	12	on	on	ADP
easat-6131	280	13	economic	economic	ADJ
easat-6131	280	14	growth	growth	NOUN
easat-6131	280	15	,	,	PUNCT
easat-6131	280	16	particularly	particularly	ADV
easat-6131	280	17	in	in	ADP
easat-6131	280	18	nigeria	nigeria	PROPN
easat-6131	280	19	,	,	PUNCT
easat-6131	280	20	liberia	liberia	PROPN
easat-6131	280	21	,	,	PUNCT
easat-6131	280	22	and	and	CCONJ
easat-6131	280	23	sierra	sierra	PROPN
easat-6131	280	24	leone	leone	PROPN
easat-6131	280	25	,	,	PUNCT
easat-6131	280	26	suggests	suggest	VERB
easat-6131	280	27	inefficiencies	inefficiency	NOUN
easat-6131	280	28	in	in	ADP
easat-6131	280	29	the	the	DET
easat-6131	280	30	health	health	NOUN
easat-6131	280	31	sector	sector	NOUN
easat-6131	280	32	that	that	PRON
easat-6131	280	33	may	may	AUX
easat-6131	280	34	947	947	NUM
easat-6131	280	35	edelweiss	edelweiss	PROPN
easat-6131	280	36	applied	apply	VERB
easat-6131	280	37	science	science	NOUN
easat-6131	280	38	and	and	CCONJ
easat-6131	280	39	technology	technology	NOUN
easat-6131	280	40	issn	issn	PROPN
easat-6131	280	41	:	:	PUNCT
easat-6131	280	42	2576	2576	NUM
easat-6131	280	43	-	-	SYM
easat-6131	280	44	8484	8484	NUM
easat-6131	280	45	vol	vol	NOUN
easat-6131	280	46	.	.	PROPN
easat-6131	281	1	9	9	NUM
easat-6131	281	2	,	,	PUNCT
easat-6131	281	3	no	no	INTJ
easat-6131	281	4	.	.	NOUN
easat-6131	282	1	4	4	NUM
easat-6131	282	2	:	:	PUNCT
easat-6131	282	3	936	936	NUM
easat-6131	282	4	-	-	SYM
easat-6131	282	5	949	949	NUM
easat-6131	282	6	,	,	PUNCT
easat-6131	282	7	2025	2025	NUM
easat-6131	282	8	doi	doi	NOUN
easat-6131	282	9	:	:	PUNCT
easat-6131	282	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	282	11	©	©	PROPN
easat-6131	282	12	2025	2025	NUM
easat-6131	282	13	by	by	ADP
easat-6131	282	14	the	the	DET
easat-6131	282	15	authors	author	NOUN
easat-6131	282	16	;	;	PUNCT
easat-6131	282	17	licensee	licensee	PROPN
easat-6131	282	18	learning	learning	PROPN
easat-6131	282	19	gate	gate	NOUN
easat-6131	282	20	delay	delay	VERB
easat-6131	282	21	the	the	DET
easat-6131	282	22	realisation	realisation	NOUN
easat-6131	282	23	of	of	ADP
easat-6131	282	24	economic	economic	ADJ
easat-6131	282	25	benefits	benefit	NOUN
easat-6131	282	26	.	.	PUNCT
easat-6131	283	1	this	this	DET
easat-6131	283	2	finding	finding	NOUN
easat-6131	283	3	is	be	AUX
easat-6131	283	4	consistent	consistent	ADJ
easat-6131	283	5	with	with	ADP
easat-6131	283	6	abubakar	abubakar	PROPN
easat-6131	283	7	,	,	PUNCT
easat-6131	283	8	et	et	PROPN
easat-6131	283	9	al	al	PROPN
easat-6131	283	10	.	.	PUNCT
easat-6131	284	1	[	[	X
easat-6131	284	2	8	8	X
easat-6131	284	3	]	]	PUNCT
easat-6131	284	4	who	who	PRON
easat-6131	284	5	argue	argue	VERB
easat-6131	284	6	that	that	SCONJ
easat-6131	284	7	healthcare	healthcare	PROPN
easat-6131	284	8	investments	investment	NOUN
easat-6131	284	9	in	in	ADP
easat-6131	284	10	developing	develop	VERB
easat-6131	284	11	economies	economy	NOUN
easat-6131	284	12	often	often	ADV
easat-6131	284	13	face	face	VERB
easat-6131	284	14	challenges	challenge	NOUN
easat-6131	284	15	related	relate	VERB
easat-6131	284	16	to	to	ADP
easat-6131	284	17	inadequate	inadequate	ADJ
easat-6131	284	18	infrastructure	infrastructure	NOUN
easat-6131	284	19	,	,	PUNCT
easat-6131	284	20	poor	poor	ADJ
easat-6131	284	21	governance	governance	NOUN
easat-6131	284	22	,	,	PUNCT
easat-6131	284	23	and	and	CCONJ
easat-6131	284	24	inefficient	inefficient	ADJ
easat-6131	284	25	resource	resource	NOUN
easat-6131	284	26	allocation	allocation	NOUN
easat-6131	284	27	.	.	PUNCT
easat-6131	285	1	the	the	DET
easat-6131	285	2	mixed	mixed	ADJ
easat-6131	285	3	results	result	NOUN
easat-6131	285	4	for	for	ADP
easat-6131	285	5	different	different	ADJ
easat-6131	285	6	wamz	wamz	ADJ
easat-6131	285	7	countries	country	NOUN
easat-6131	285	8	further	far	ADV
easat-6131	285	9	highlight	highlight	VERB
easat-6131	285	10	the	the	DET
easat-6131	285	11	importance	importance	NOUN
easat-6131	285	12	of	of	ADP
easat-6131	285	13	institutional	institutional	ADJ
easat-6131	285	14	quality	quality	NOUN
easat-6131	285	15	and	and	CCONJ
easat-6131	285	16	public	public	ADJ
easat-6131	285	17	financial	financial	ADJ
easat-6131	285	18	management	management	NOUN
easat-6131	285	19	in	in	ADP
easat-6131	285	20	determining	determine	VERB
easat-6131	285	21	the	the	DET
easat-6131	285	22	effectiveness	effectiveness	NOUN
easat-6131	285	23	of	of	ADP
easat-6131	285	24	government	government	NOUN
easat-6131	285	25	spending	spending	NOUN
easat-6131	285	26	.	.	PUNCT
easat-6131	286	1	countries	country	NOUN
easat-6131	286	2	with	with	ADP
easat-6131	286	3	stronger	strong	ADJ
easat-6131	286	4	governance	governance	NOUN
easat-6131	286	5	structures	structure	NOUN
easat-6131	286	6	may	may	AUX
easat-6131	286	7	be	be	AUX
easat-6131	286	8	better	well	ADV
easat-6131	286	9	equipped	equip	VERB
easat-6131	286	10	to	to	PART
easat-6131	286	11	translate	translate	VERB
easat-6131	286	12	health	health	NOUN
easat-6131	286	13	investments	investment	NOUN
easat-6131	286	14	into	into	ADP
easat-6131	286	15	economic	economic	ADJ
easat-6131	286	16	gains	gain	NOUN
easat-6131	286	17	,	,	PUNCT
easat-6131	286	18	while	while	SCONJ
easat-6131	286	19	those	those	PRON
easat-6131	286	20	with	with	ADP
easat-6131	286	21	weaker	weak	ADJ
easat-6131	286	22	institutions	institution	NOUN
easat-6131	286	23	may	may	AUX
easat-6131	286	24	experience	experience	VERB
easat-6131	286	25	delays	delay	NOUN
easat-6131	286	26	or	or	CCONJ
easat-6131	286	27	even	even	ADV
easat-6131	286	28	negative	negative	ADJ
easat-6131	286	29	short	short	ADJ
easat-6131	286	30	-	-	PUNCT
easat-6131	286	31	term	term	NOUN
easat-6131	286	32	effects	effect	NOUN
easat-6131	286	33	.	.	PUNCT
easat-6131	287	1	the	the	DET
easat-6131	287	2	causality	causality	NOUN
easat-6131	287	3	analysis	analysis	NOUN
easat-6131	287	4	further	far	ADV
easat-6131	287	5	supports	support	VERB
easat-6131	287	6	the	the	DET
easat-6131	287	7	argument	argument	NOUN
easat-6131	287	8	that	that	SCONJ
easat-6131	287	9	economic	economic	ADJ
easat-6131	287	10	growth	growth	NOUN
easat-6131	287	11	plays	play	VERB
easat-6131	287	12	a	a	DET
easat-6131	287	13	significant	significant	ADJ
easat-6131	287	14	role	role	NOUN
easat-6131	287	15	in	in	ADP
easat-6131	287	16	determining	determine	VERB
easat-6131	287	17	education	education	NOUN
easat-6131	287	18	expenditure	expenditure	NOUN
easat-6131	287	19	,	,	PUNCT
easat-6131	287	20	aligning	align	VERB
easat-6131	287	21	with	with	ADP
easat-6131	287	22	the	the	DET
easat-6131	287	23	findings	finding	NOUN
easat-6131	287	24	of	of	ADP
easat-6131	287	25	zhang	zhang	PROPN
easat-6131	287	26	,	,	PUNCT
easat-6131	287	27	et	et	PROPN
easat-6131	287	28	al	al	PROPN
easat-6131	287	29	.	.	PUNCT
easat-6131	288	1	[	[	X
easat-6131	288	2	10	10	NUM
easat-6131	288	3	]	]	PUNCT
easat-6131	288	4	who	who	PRON
easat-6131	288	5	suggest	suggest	VERB
easat-6131	288	6	that	that	SCONJ
easat-6131	288	7	higher	high	ADJ
easat-6131	288	8	gdp	gdp	NOUN
easat-6131	288	9	levels	level	NOUN
easat-6131	288	10	provide	provide	VERB
easat-6131	288	11	governments	government	NOUN
easat-6131	288	12	with	with	ADP
easat-6131	288	13	more	more	ADJ
easat-6131	288	14	fiscal	fiscal	ADJ
easat-6131	288	15	space	space	NOUN
easat-6131	288	16	to	to	PART
easat-6131	288	17	invest	invest	VERB
easat-6131	288	18	in	in	ADP
easat-6131	288	19	education	education	NOUN
easat-6131	288	20	.	.	PUNCT
easat-6131	289	1	however	however	ADV
easat-6131	289	2	,	,	PUNCT
easat-6131	289	3	the	the	DET
easat-6131	289	4	absence	absence	NOUN
easat-6131	289	5	of	of	ADP
easat-6131	289	6	a	a	DET
easat-6131	289	7	significant	significant	ADJ
easat-6131	289	8	reverse	reverse	NOUN
easat-6131	289	9	causal	causal	ADJ
easat-6131	289	10	effect	effect	NOUN
easat-6131	289	11	implies	imply	VERB
easat-6131	289	12	that	that	SCONJ
easat-6131	289	13	education	education	NOUN
easat-6131	289	14	investments	investment	NOUN
easat-6131	289	15	do	do	AUX
easat-6131	289	16	not	not	PART
easat-6131	289	17	immediately	immediately	ADV
easat-6131	289	18	lead	lead	VERB
easat-6131	289	19	to	to	ADP
easat-6131	289	20	economic	economic	ADJ
easat-6131	289	21	growth	growth	NOUN
easat-6131	289	22	in	in	ADP
easat-6131	289	23	wamz	wamz	ADJ
easat-6131	289	24	countries	country	NOUN
easat-6131	289	25	,	,	PUNCT
easat-6131	289	26	likely	likely	ADJ
easat-6131	289	27	due	due	ADP
easat-6131	289	28	to	to	ADP
easat-6131	289	29	time	time	NOUN
easat-6131	289	30	lags	lag	NOUN
easat-6131	289	31	in	in	ADP
easat-6131	289	32	human	human	ADJ
easat-6131	289	33	capital	capital	NOUN
easat-6131	289	34	development	development	NOUN
easat-6131	289	35	.	.	PUNCT
easat-6131	290	1	the	the	DET
easat-6131	290	2	weak	weak	ADJ
easat-6131	290	3	causal	causal	ADJ
easat-6131	290	4	relationship	relationship	NOUN
easat-6131	290	5	between	between	ADP
easat-6131	290	6	health	health	NOUN
easat-6131	290	7	expenditure	expenditure	NOUN
easat-6131	290	8	and	and	CCONJ
easat-6131	290	9	economic	economic	ADJ
easat-6131	290	10	growth	growth	NOUN
easat-6131	290	11	also	also	ADV
easat-6131	290	12	reflects	reflect	VERB
easat-6131	290	13	findings	finding	NOUN
easat-6131	290	14	from	from	ADP
easat-6131	290	15	studies	study	NOUN
easat-6131	290	16	such	such	ADJ
easat-6131	290	17	as	as	ADP
easat-6131	290	18	jemiluyi	jemiluyi	ADJ
easat-6131	290	19	and	and	CCONJ
easat-6131	290	20	jeke	jeke	NOUN
easat-6131	290	21	[	[	X
easat-6131	290	22	4	4	X
easat-6131	290	23	]	]	X
easat-6131	290	24	highlighting	highlight	VERB
easat-6131	290	25	health	health	NOUN
easat-6131	290	26	investments	investment	NOUN
easat-6131	290	27	'	'	PART
easat-6131	290	28	delayed	delay	VERB
easat-6131	290	29	impact	impact	NOUN
easat-6131	290	30	on	on	ADP
easat-6131	290	31	productivity	productivity	NOUN
easat-6131	290	32	and	and	CCONJ
easat-6131	290	33	economic	economic	ADJ
easat-6131	290	34	expansion	expansion	NOUN
easat-6131	290	35	.	.	PUNCT
easat-6131	291	1	this	this	PRON
easat-6131	291	2	suggests	suggest	VERB
easat-6131	291	3	that	that	SCONJ
easat-6131	291	4	while	while	SCONJ
easat-6131	291	5	education	education	NOUN
easat-6131	291	6	and	and	CCONJ
easat-6131	291	7	health	health	NOUN
easat-6131	291	8	spending	spending	NOUN
easat-6131	291	9	are	be	AUX
easat-6131	291	10	vital	vital	ADJ
easat-6131	291	11	for	for	ADP
easat-6131	291	12	long	long	ADJ
easat-6131	291	13	-	-	PUNCT
easat-6131	291	14	term	term	NOUN
easat-6131	291	15	growth	growth	NOUN
easat-6131	291	16	,	,	PUNCT
easat-6131	291	17	their	their	PRON
easat-6131	291	18	immediate	immediate	ADJ
easat-6131	291	19	contributions	contribution	NOUN
easat-6131	291	20	depend	depend	VERB
easat-6131	291	21	on	on	ADP
easat-6131	291	22	broader	broad	ADJ
easat-6131	291	23	economic	economic	ADJ
easat-6131	291	24	and	and	CCONJ
easat-6131	291	25	institutional	institutional	ADJ
easat-6131	291	26	factors	factor	NOUN
easat-6131	291	27	.	.	PUNCT
easat-6131	292	1	these	these	DET
easat-6131	292	2	findings	finding	NOUN
easat-6131	292	3	reinforce	reinforce	VERB
easat-6131	292	4	the	the	DET
easat-6131	292	5	need	need	NOUN
easat-6131	292	6	for	for	ADP
easat-6131	292	7	sustained	sustained	ADJ
easat-6131	292	8	policy	policy	NOUN
easat-6131	292	9	commitment	commitment	NOUN
easat-6131	292	10	to	to	ADP
easat-6131	292	11	human	human	ADJ
easat-6131	292	12	capital	capital	NOUN
easat-6131	292	13	development	development	NOUN
easat-6131	292	14	and	and	CCONJ
easat-6131	292	15	improvements	improvement	NOUN
easat-6131	292	16	in	in	ADP
easat-6131	292	17	governance	governance	NOUN
easat-6131	292	18	,	,	PUNCT
easat-6131	292	19	budget	budget	NOUN
easat-6131	292	20	efficiency	efficiency	NOUN
easat-6131	292	21	,	,	PUNCT
easat-6131	292	22	and	and	CCONJ
easat-6131	292	23	institutional	institutional	ADJ
easat-6131	292	24	capacity	capacity	NOUN
easat-6131	292	25	to	to	PART
easat-6131	292	26	maximise	maximise	VERB
easat-6131	292	27	the	the	DET
easat-6131	292	28	economic	economic	ADJ
easat-6131	292	29	benefits	benefit	NOUN
easat-6131	292	30	of	of	ADP
easat-6131	292	31	education	education	NOUN
easat-6131	292	32	and	and	CCONJ
easat-6131	292	33	health	health	NOUN
easat-6131	292	34	investments	investment	NOUN
easat-6131	292	35	in	in	ADP
easat-6131	292	36	wamz	wamz	ADJ
easat-6131	292	37	countries	country	NOUN
easat-6131	292	38	.	.	PUNCT
easat-6131	293	1	the	the	DET
easat-6131	293	2	findings	finding	NOUN
easat-6131	293	3	of	of	ADP
easat-6131	293	4	this	this	DET
easat-6131	293	5	study	study	NOUN
easat-6131	293	6	align	align	VERB
easat-6131	293	7	with	with	ADP
easat-6131	293	8	the	the	DET
easat-6131	293	9	augmented	augment	VERB
easat-6131	293	10	solow	solow	PROPN
easat-6131	293	11	human	human	PROPN
easat-6131	293	12	capital	capital	PROPN
easat-6131	293	13	growth	growth	NOUN
easat-6131	293	14	model	model	NOUN
easat-6131	293	15	,	,	PUNCT
easat-6131	293	16	which	which	PRON
easat-6131	293	17	integrates	integrate	VERB
easat-6131	293	18	human	human	ADJ
easat-6131	293	19	capital	capital	NOUN
easat-6131	293	20	as	as	ADP
easat-6131	293	21	a	a	DET
easat-6131	293	22	fundamental	fundamental	ADJ
easat-6131	293	23	driver	driver	NOUN
easat-6131	293	24	of	of	ADP
easat-6131	293	25	economic	economic	ADJ
easat-6131	293	26	growth	growth	NOUN
easat-6131	293	27	alongside	alongside	ADP
easat-6131	293	28	physical	physical	ADJ
easat-6131	293	29	capital	capital	NOUN
easat-6131	293	30	and	and	CCONJ
easat-6131	293	31	labour	labour	NOUN
easat-6131	293	32	.	.	PUNCT
easat-6131	294	1	the	the	DET
easat-6131	294	2	strong	strong	ADJ
easat-6131	294	3	long	long	ADV
easat-6131	294	4	-	-	PUNCT
easat-6131	294	5	run	run	VERB
easat-6131	294	6	positive	positive	ADJ
easat-6131	294	7	impact	impact	NOUN
easat-6131	294	8	of	of	ADP
easat-6131	294	9	government	government	NOUN
easat-6131	294	10	expenditure	expenditure	NOUN
easat-6131	294	11	on	on	ADP
easat-6131	294	12	education	education	NOUN
easat-6131	294	13	and	and	CCONJ
easat-6131	294	14	health	health	NOUN
easat-6131	294	15	supports	support	VERB
easat-6131	294	16	the	the	DET
easat-6131	294	17	theoretical	theoretical	ADJ
easat-6131	294	18	premise	premise	NOUN
easat-6131	294	19	that	that	SCONJ
easat-6131	294	20	investments	investment	NOUN
easat-6131	294	21	in	in	ADP
easat-6131	294	22	human	human	ADJ
easat-6131	294	23	capital	capital	NOUN
easat-6131	294	24	enhance	enhance	VERB
easat-6131	294	25	labour	labour	PROPN
easat-6131	294	26	productivity	productivity	NOUN
easat-6131	294	27	,	,	PUNCT
easat-6131	294	28	foster	foster	ADJ
easat-6131	294	29	technological	technological	ADJ
easat-6131	294	30	advancements	advancement	NOUN
easat-6131	294	31	,	,	PUNCT
easat-6131	294	32	and	and	CCONJ
easat-6131	294	33	drive	drive	VERB
easat-6131	294	34	sustainable	sustainable	ADJ
easat-6131	294	35	economic	economic	ADJ
easat-6131	294	36	expansion	expansion	NOUN
easat-6131	294	37	.	.	PUNCT
easat-6131	295	1	this	this	PRON
easat-6131	295	2	is	be	AUX
easat-6131	295	3	consistent	consistent	ADJ
easat-6131	295	4	with	with	ADP
easat-6131	295	5	mankiw	mankiw	PROPN
easat-6131	295	6	,	,	PUNCT
easat-6131	295	7	et	et	PROPN
easat-6131	295	8	al	al	PROPN
easat-6131	295	9	.	.	PUNCT
easat-6131	296	1	[	[	X
easat-6131	296	2	2	2	NUM
easat-6131	296	3	]	]	PUNCT
easat-6131	296	4	extension	extension	NOUN
easat-6131	296	5	of	of	ADP
easat-6131	296	6	the	the	DET
easat-6131	296	7	solow	solow	PROPN
easat-6131	296	8	model	model	NOUN
easat-6131	296	9	,	,	PUNCT
easat-6131	296	10	which	which	PRON
easat-6131	296	11	posits	posit	VERB
easat-6131	296	12	that	that	SCONJ
easat-6131	296	13	economies	economy	NOUN
easat-6131	296	14	with	with	ADP
easat-6131	296	15	higher	high	ADJ
easat-6131	296	16	human	human	ADJ
easat-6131	296	17	capital	capital	NOUN
easat-6131	296	18	accumulation	accumulation	NOUN
easat-6131	296	19	experience	experience	NOUN
easat-6131	296	20	greater	great	ADJ
easat-6131	296	21	long	long	ADJ
easat-6131	296	22	-	-	PUNCT
easat-6131	296	23	term	term	NOUN
easat-6131	296	24	growth	growth	NOUN
easat-6131	296	25	.	.	PUNCT
easat-6131	297	1	however	however	ADV
easat-6131	297	2	,	,	PUNCT
easat-6131	297	3	the	the	DET
easat-6131	297	4	weaker	weak	ADJ
easat-6131	297	5	short	short	ADJ
easat-6131	297	6	-	-	PUNCT
easat-6131	297	7	run	run	NOUN
easat-6131	297	8	effects	effect	NOUN
easat-6131	297	9	and	and	CCONJ
easat-6131	297	10	sometimes	sometimes	ADV
easat-6131	297	11	negative	negative	ADJ
easat-6131	297	12	short	short	ADJ
easat-6131	297	13	-	-	PUNCT
easat-6131	297	14	run	run	NOUN
easat-6131	297	15	impacts	impact	NOUN
easat-6131	297	16	suggest	suggest	VERB
easat-6131	297	17	that	that	SCONJ
easat-6131	297	18	human	human	ADJ
easat-6131	297	19	capital	capital	NOUN
easat-6131	297	20	investments	investment	NOUN
easat-6131	297	21	take	take	VERB
easat-6131	297	22	time	time	NOUN
easat-6131	297	23	to	to	PART
easat-6131	297	24	materialise	materialise	VERB
easat-6131	297	25	into	into	ADP
easat-6131	297	26	economic	economic	ADJ
easat-6131	297	27	benefits	benefit	NOUN
easat-6131	297	28	due	due	ADP
easat-6131	297	29	to	to	ADP
easat-6131	297	30	structural	structural	ADJ
easat-6131	297	31	inefficiencies	inefficiency	NOUN
easat-6131	297	32	,	,	PUNCT
easat-6131	297	33	delayed	delay	VERB
easat-6131	297	34	policy	policy	NOUN
easat-6131	297	35	implementation	implementation	NOUN
easat-6131	297	36	,	,	PUNCT
easat-6131	297	37	and	and	CCONJ
easat-6131	297	38	institutional	institutional	ADJ
easat-6131	297	39	constraints	constraint	NOUN
easat-6131	297	40	.	.	PUNCT
easat-6131	298	1	the	the	DET
easat-6131	298	2	heterogeneous	heterogeneous	ADJ
easat-6131	298	3	short	short	ADJ
easat-6131	298	4	-	-	PUNCT
easat-6131	298	5	run	run	NOUN
easat-6131	298	6	effects	effect	NOUN
easat-6131	298	7	across	across	ADP
easat-6131	298	8	wamz	wamz	ADJ
easat-6131	298	9	countries	country	NOUN
easat-6131	298	10	further	far	ADV
easat-6131	298	11	emphasise	emphasise	VERB
easat-6131	298	12	the	the	DET
easat-6131	298	13	model	model	NOUN
easat-6131	298	14	's	's	PART
easat-6131	298	15	flexibility	flexibility	NOUN
easat-6131	298	16	in	in	ADP
easat-6131	298	17	accounting	accounting	NOUN
easat-6131	298	18	for	for	ADP
easat-6131	298	19	country	country	NOUN
easat-6131	298	20	-	-	PUNCT
easat-6131	298	21	specific	specific	ADJ
easat-6131	298	22	variations	variation	NOUN
easat-6131	298	23	in	in	ADP
easat-6131	298	24	economic	economic	ADJ
easat-6131	298	25	dynamics	dynamic	NOUN
easat-6131	298	26	.	.	PUNCT
easat-6131	299	1	additionally	additionally	ADV
easat-6131	299	2	,	,	PUNCT
easat-6131	299	3	the	the	DET
easat-6131	299	4	error	error	NOUN
easat-6131	299	5	correction	correction	NOUN
easat-6131	299	6	term	term	NOUN
easat-6131	299	7	(	(	PUNCT
easat-6131	299	8	ect	ect	X
easat-6131	299	9	)	)	PUNCT
easat-6131	299	10	results	result	NOUN
easat-6131	299	11	indicate	indicate	VERB
easat-6131	299	12	that	that	SCONJ
easat-6131	299	13	while	while	SCONJ
easat-6131	299	14	some	some	DET
easat-6131	299	15	countries	country	NOUN
easat-6131	299	16	adjust	adjust	VERB
easat-6131	299	17	to	to	ADP
easat-6131	299	18	equilibrium	equilibrium	NOUN
easat-6131	299	19	following	follow	VERB
easat-6131	299	20	economic	economic	ADJ
easat-6131	299	21	shocks	shock	NOUN
easat-6131	299	22	,	,	PUNCT
easat-6131	299	23	others	other	NOUN
easat-6131	299	24	struggle	struggle	VERB
easat-6131	299	25	due	due	ADP
easat-6131	299	26	to	to	ADP
easat-6131	299	27	weak	weak	ADJ
easat-6131	299	28	institutional	institutional	ADJ
easat-6131	299	29	mechanisms	mechanism	NOUN
easat-6131	299	30	,	,	PUNCT
easat-6131	299	31	reinforcing	reinforce	VERB
easat-6131	299	32	the	the	DET
easat-6131	299	33	model	model	NOUN
easat-6131	299	34	's	's	PART
easat-6131	299	35	implication	implication	NOUN
easat-6131	299	36	that	that	SCONJ
easat-6131	299	37	long	long	ADJ
easat-6131	299	38	-	-	PUNCT
easat-6131	299	39	term	term	NOUN
easat-6131	299	40	growth	growth	NOUN
easat-6131	299	41	is	be	AUX
easat-6131	299	42	contingent	contingent	ADJ
easat-6131	299	43	on	on	ADP
easat-6131	299	44	stable	stable	ADJ
easat-6131	299	45	and	and	CCONJ
easat-6131	299	46	effective	effective	ADJ
easat-6131	299	47	policy	policy	NOUN
easat-6131	299	48	environments	environment	NOUN
easat-6131	299	49	.	.	PUNCT
easat-6131	300	1	the	the	DET
easat-6131	300	2	weak	weak	ADJ
easat-6131	300	3	causality	causality	NOUN
easat-6131	300	4	between	between	ADP
easat-6131	300	5	human	human	ADJ
easat-6131	300	6	capital	capital	NOUN
easat-6131	300	7	investment	investment	NOUN
easat-6131	300	8	and	and	CCONJ
easat-6131	300	9	economic	economic	ADJ
easat-6131	300	10	growth	growth	NOUN
easat-6131	300	11	in	in	ADP
easat-6131	300	12	the	the	DET
easat-6131	300	13	short	short	ADJ
easat-6131	300	14	run	run	NOUN
easat-6131	300	15	further	further	ADJ
easat-6131	300	16	highlights	highlight	NOUN
easat-6131	300	17	that	that	SCONJ
easat-6131	300	18	education	education	NOUN
easat-6131	300	19	and	and	CCONJ
easat-6131	300	20	health	health	NOUN
easat-6131	300	21	investments	investment	NOUN
easat-6131	300	22	must	must	AUX
easat-6131	300	23	be	be	AUX
easat-6131	300	24	sustained	sustain	VERB
easat-6131	300	25	over	over	ADP
easat-6131	300	26	time	time	NOUN
easat-6131	300	27	to	to	PART
easat-6131	300	28	yield	yield	VERB
easat-6131	300	29	significant	significant	ADJ
easat-6131	300	30	economic	economic	ADJ
easat-6131	300	31	returns	return	NOUN
easat-6131	300	32	,	,	PUNCT
easat-6131	300	33	reinforcing	reinforce	VERB
easat-6131	300	34	the	the	DET
easat-6131	300	35	theoretical	theoretical	ADJ
easat-6131	300	36	argument	argument	NOUN
easat-6131	300	37	that	that	SCONJ
easat-6131	300	38	human	human	ADJ
easat-6131	300	39	capital	capital	NOUN
easat-6131	300	40	accumulation	accumulation	NOUN
easat-6131	300	41	is	be	AUX
easat-6131	300	42	a	a	DET
easat-6131	300	43	gradual	gradual	ADJ
easat-6131	300	44	but	but	CCONJ
easat-6131	300	45	essential	essential	ADJ
easat-6131	300	46	process	process	NOUN
easat-6131	300	47	for	for	ADP
easat-6131	300	48	long	long	ADJ
easat-6131	300	49	-	-	PUNCT
easat-6131	300	50	term	term	NOUN
easat-6131	300	51	economic	economic	ADJ
easat-6131	300	52	stability	stability	NOUN
easat-6131	300	53	and	and	CCONJ
easat-6131	300	54	prosperity	prosperity	NOUN
easat-6131	300	55	.	.	PUNCT
easat-6131	301	1	5	5	X
easat-6131	301	2	.	.	X
easat-6131	301	3	conclusions	conclusion	NOUN
easat-6131	301	4	this	this	DET
easat-6131	301	5	study	study	NOUN
easat-6131	301	6	highlights	highlight	VERB
easat-6131	301	7	the	the	DET
easat-6131	301	8	vital	vital	ADJ
easat-6131	301	9	role	role	NOUN
easat-6131	301	10	of	of	ADP
easat-6131	301	11	human	human	ADJ
easat-6131	301	12	capital	capital	NOUN
easat-6131	301	13	development	development	NOUN
easat-6131	301	14	,	,	PUNCT
easat-6131	301	15	particularly	particularly	ADV
easat-6131	301	16	government	government	NOUN
easat-6131	301	17	expenditure	expenditure	NOUN
easat-6131	301	18	on	on	ADP
easat-6131	301	19	education	education	NOUN
easat-6131	301	20	and	and	CCONJ
easat-6131	301	21	health	health	NOUN
easat-6131	301	22	,	,	PUNCT
easat-6131	301	23	in	in	ADP
easat-6131	301	24	driving	drive	VERB
easat-6131	301	25	economic	economic	ADJ
easat-6131	301	26	growth	growth	NOUN
easat-6131	301	27	in	in	ADP
easat-6131	301	28	wamz	wamz	ADJ
easat-6131	301	29	member	member	NOUN
easat-6131	301	30	countries	country	NOUN
easat-6131	301	31	.	.	PUNCT
easat-6131	302	1	the	the	DET
easat-6131	302	2	findings	finding	NOUN
easat-6131	302	3	confirm	confirm	VERB
easat-6131	302	4	that	that	SCONJ
easat-6131	302	5	long	long	ADJ
easat-6131	302	6	-	-	PUNCT
easat-6131	302	7	term	term	NOUN
easat-6131	302	8	investments	investment	NOUN
easat-6131	302	9	in	in	ADP
easat-6131	302	10	education	education	NOUN
easat-6131	302	11	significantly	significantly	ADV
easat-6131	302	12	contribute	contribute	VERB
easat-6131	302	13	to	to	ADP
easat-6131	302	14	economic	economic	ADJ
easat-6131	302	15	development	development	NOUN
easat-6131	302	16	,	,	PUNCT
easat-6131	302	17	though	though	SCONJ
easat-6131	302	18	short	short	ADJ
easat-6131	302	19	-	-	PUNCT
easat-6131	302	20	term	term	NOUN
easat-6131	302	21	effects	effect	NOUN
easat-6131	302	22	vary	vary	VERB
easat-6131	302	23	due	due	ADJ
easat-6131	302	24	to	to	ADP
easat-6131	302	25	inefficiencies	inefficiency	NOUN
easat-6131	302	26	in	in	ADP
easat-6131	302	27	education	education	NOUN
easat-6131	302	28	systems	system	NOUN
easat-6131	302	29	and	and	CCONJ
easat-6131	302	30	disparities	disparity	NOUN
easat-6131	302	31	in	in	ADP
easat-6131	302	32	quality	quality	NOUN
easat-6131	302	33	.	.	PUNCT
easat-6131	303	1	similarly	similarly	ADV
easat-6131	303	2	,	,	PUNCT
easat-6131	303	3	healthcare	healthcare	NOUN
easat-6131	303	4	spending	spending	NOUN
easat-6131	303	5	positively	positively	ADV
easat-6131	303	6	influences	influence	VERB
easat-6131	303	7	economic	economic	ADJ
easat-6131	303	8	growth	growth	NOUN
easat-6131	303	9	in	in	ADP
easat-6131	303	10	the	the	DET
easat-6131	303	11	long	long	ADJ
easat-6131	303	12	run	run	NOUN
easat-6131	303	13	by	by	ADP
easat-6131	303	14	enhancing	enhance	VERB
easat-6131	303	15	labour	labour	ADJ
easat-6131	303	16	productivity	productivity	NOUN
easat-6131	303	17	,	,	PUNCT
easat-6131	303	18	but	but	CCONJ
easat-6131	303	19	its	its	PRON
easat-6131	303	20	short	short	ADJ
easat-6131	303	21	-	-	PUNCT
easat-6131	303	22	term	term	NOUN
easat-6131	303	23	effects	effect	NOUN
easat-6131	303	24	remain	remain	VERB
easat-6131	303	25	inconsistent	inconsistent	ADJ
easat-6131	303	26	due	due	ADP
easat-6131	303	27	to	to	ADP
easat-6131	303	28	differences	difference	NOUN
easat-6131	303	29	in	in	ADP
easat-6131	303	30	healthcare	healthcare	NOUN
easat-6131	303	31	infrastructure	infrastructure	NOUN
easat-6131	303	32	and	and	CCONJ
easat-6131	303	33	governance	governance	NOUN
easat-6131	303	34	.	.	PUNCT
easat-6131	304	1	the	the	DET
easat-6131	304	2	weak	weak	ADJ
easat-6131	304	3	causal	causal	ADJ
easat-6131	304	4	relationship	relationship	NOUN
easat-6131	304	5	between	between	ADP
easat-6131	304	6	economic	economic	ADJ
easat-6131	304	7	growth	growth	NOUN
easat-6131	304	8	and	and	CCONJ
easat-6131	304	9	human	human	ADJ
easat-6131	304	10	capital	capital	NOUN
easat-6131	304	11	investment	investment	NOUN
easat-6131	304	12	underscores	underscore	VERB
easat-6131	304	13	the	the	DET
easat-6131	304	14	need	need	NOUN
easat-6131	304	15	for	for	ADP
easat-6131	304	16	proactive	proactive	ADJ
easat-6131	304	17	government	government	NOUN
easat-6131	304	18	policies	policy	NOUN
easat-6131	304	19	to	to	PART
easat-6131	304	20	prioritise	prioritise	VERB
easat-6131	304	21	funding	fund	VERB
easat-6131	304	22	for	for	ADP
easat-6131	304	23	education	education	NOUN
easat-6131	304	24	and	and	CCONJ
easat-6131	304	25	healthcare	healthcare	PROPN
easat-6131	304	26	,	,	PUNCT
easat-6131	304	27	regardless	regardless	ADV
easat-6131	304	28	of	of	ADP
easat-6131	304	29	economic	economic	ADJ
easat-6131	304	30	fluctuations	fluctuation	NOUN
easat-6131	304	31	.	.	PUNCT
easat-6131	305	1	strengthening	strengthen	VERB
easat-6131	305	2	institutional	institutional	ADJ
easat-6131	305	3	frameworks	framework	NOUN
easat-6131	305	4	and	and	CCONJ
easat-6131	305	5	ensuring	ensure	VERB
easat-6131	305	6	efficient	efficient	ADJ
easat-6131	305	7	resource	resource	NOUN
easat-6131	305	8	allocation	allocation	NOUN
easat-6131	305	9	will	will	AUX
easat-6131	305	10	be	be	AUX
easat-6131	305	11	crucial	crucial	ADJ
easat-6131	305	12	for	for	ADP
easat-6131	305	13	maximising	maximise	VERB
easat-6131	305	14	the	the	DET
easat-6131	305	15	economic	economic	ADJ
easat-6131	305	16	benefits	benefit	NOUN
easat-6131	305	17	of	of	ADP
easat-6131	305	18	these	these	DET
easat-6131	305	19	investments	investment	NOUN
easat-6131	305	20	.	.	PUNCT
easat-6131	306	1	948	948	NUM
easat-6131	306	2	edelweiss	edelweiss	PROPN
easat-6131	306	3	applied	apply	VERB
easat-6131	306	4	science	science	NOUN
easat-6131	306	5	and	and	CCONJ
easat-6131	306	6	technology	technology	NOUN
easat-6131	306	7	issn	issn	PROPN
easat-6131	306	8	:	:	PUNCT
easat-6131	306	9	2576	2576	NUM
easat-6131	306	10	-	-	SYM
easat-6131	306	11	8484	8484	NUM
easat-6131	306	12	vol	vol	NOUN
easat-6131	306	13	.	.	PROPN
easat-6131	307	1	9	9	NUM
easat-6131	307	2	,	,	PUNCT
easat-6131	307	3	no	no	INTJ
easat-6131	307	4	.	.	NOUN
easat-6131	308	1	4	4	NUM
easat-6131	308	2	:	:	PUNCT
easat-6131	308	3	936	936	NUM
easat-6131	308	4	-	-	SYM
easat-6131	308	5	949	949	NUM
easat-6131	308	6	,	,	PUNCT
easat-6131	308	7	2025	2025	NUM
easat-6131	308	8	doi	doi	NOUN
easat-6131	308	9	:	:	PUNCT
easat-6131	308	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	308	11	©	©	PROPN
easat-6131	308	12	2025	2025	NUM
easat-6131	308	13	by	by	ADP
easat-6131	308	14	the	the	DET
easat-6131	308	15	authors	author	NOUN
easat-6131	308	16	;	;	PUNCT
easat-6131	308	17	licensee	licensee	PROPN
easat-6131	308	18	learning	learning	NOUN
easat-6131	308	19	gate	gate	NOUN
easat-6131	308	20	to	to	PART
easat-6131	308	21	enhance	enhance	VERB
easat-6131	308	22	the	the	DET
easat-6131	308	23	impact	impact	NOUN
easat-6131	308	24	of	of	ADP
easat-6131	308	25	education	education	NOUN
easat-6131	308	26	expenditure	expenditure	NOUN
easat-6131	308	27	,	,	PUNCT
easat-6131	308	28	wamz	wamz	ADJ
easat-6131	308	29	governments	government	NOUN
easat-6131	308	30	should	should	AUX
easat-6131	308	31	increase	increase	VERB
easat-6131	308	32	budget	budget	NOUN
easat-6131	308	33	allocations	allocation	NOUN
easat-6131	308	34	while	while	SCONJ
easat-6131	308	35	ensuring	ensure	VERB
easat-6131	308	36	efficient	efficient	ADJ
easat-6131	308	37	use	use	NOUN
easat-6131	308	38	of	of	ADP
easat-6131	308	39	funds	fund	NOUN
easat-6131	308	40	to	to	PART
easat-6131	308	41	improve	improve	VERB
easat-6131	308	42	quality	quality	NOUN
easat-6131	308	43	and	and	CCONJ
easat-6131	308	44	accessibility	accessibility	NOUN
easat-6131	308	45	.	.	PUNCT
easat-6131	309	1	investments	investment	NOUN
easat-6131	309	2	in	in	ADP
easat-6131	309	3	teacher	teacher	NOUN
easat-6131	309	4	training	training	NOUN
easat-6131	309	5	,	,	PUNCT
easat-6131	309	6	curriculum	curriculum	NOUN
easat-6131	309	7	development	development	NOUN
easat-6131	309	8	,	,	PUNCT
easat-6131	309	9	and	and	CCONJ
easat-6131	309	10	modern	modern	ADJ
easat-6131	309	11	learning	learning	NOUN
easat-6131	309	12	facilities	facility	NOUN
easat-6131	309	13	are	be	AUX
easat-6131	309	14	necessary	necessary	ADJ
easat-6131	309	15	,	,	PUNCT
easat-6131	309	16	with	with	ADP
easat-6131	309	17	a	a	DET
easat-6131	309	18	particular	particular	ADJ
easat-6131	309	19	focus	focus	NOUN
easat-6131	309	20	on	on	ADP
easat-6131	309	21	technical	technical	ADJ
easat-6131	309	22	and	and	CCONJ
easat-6131	309	23	vocational	vocational	ADJ
easat-6131	309	24	education	education	NOUN
easat-6131	309	25	.	.	PUNCT
easat-6131	310	1	similarly	similarly	ADV
easat-6131	310	2	,	,	PUNCT
easat-6131	310	3	health	health	NOUN
easat-6131	310	4	sector	sector	NOUN
easat-6131	310	5	investments	investment	NOUN
easat-6131	310	6	should	should	AUX
easat-6131	310	7	prioritise	prioritise	VERB
easat-6131	310	8	primary	primary	ADJ
easat-6131	310	9	healthcare	healthcare	NOUN
easat-6131	310	10	infrastructure	infrastructure	NOUN
easat-6131	310	11	,	,	PUNCT
easat-6131	310	12	disease	disease	NOUN
easat-6131	310	13	prevention	prevention	NOUN
easat-6131	310	14	,	,	PUNCT
easat-6131	310	15	and	and	CCONJ
easat-6131	310	16	public	public	ADJ
easat-6131	310	17	health	health	NOUN
easat-6131	310	18	programs	program	NOUN
easat-6131	310	19	,	,	PUNCT
easat-6131	310	20	focusing	focus	VERB
easat-6131	310	21	on	on	ADP
easat-6131	310	22	underserved	underserved	ADJ
easat-6131	310	23	areas	area	NOUN
easat-6131	310	24	.	.	PUNCT
easat-6131	311	1	strengthening	strengthen	VERB
easat-6131	311	2	healthcare	healthcare	NOUN
easat-6131	311	3	governance	governance	NOUN
easat-6131	311	4	and	and	CCONJ
easat-6131	311	5	expanding	expand	VERB
easat-6131	311	6	health	health	NOUN
easat-6131	311	7	insurance	insurance	NOUN
easat-6131	311	8	schemes	scheme	NOUN
easat-6131	311	9	will	will	AUX
easat-6131	311	10	improve	improve	VERB
easat-6131	311	11	service	service	NOUN
easat-6131	311	12	delivery	delivery	NOUN
easat-6131	311	13	and	and	CCONJ
easat-6131	311	14	workforce	workforce	NOUN
easat-6131	311	15	productivity	productivity	NOUN
easat-6131	311	16	.	.	PUNCT
easat-6131	312	1	additionally	additionally	ADV
easat-6131	312	2	,	,	PUNCT
easat-6131	312	3	structural	structural	ADJ
easat-6131	312	4	reforms	reform	NOUN
easat-6131	312	5	,	,	PUNCT
easat-6131	312	6	such	such	ADJ
easat-6131	312	7	as	as	ADP
easat-6131	312	8	performance	performance	NOUN
easat-6131	312	9	-	-	PUNCT
easat-6131	312	10	based	base	VERB
easat-6131	312	11	budgeting	budgeting	NOUN
easat-6131	312	12	and	and	CCONJ
easat-6131	312	13	improved	improved	ADJ
easat-6131	312	14	transparency	transparency	NOUN
easat-6131	312	15	,	,	PUNCT
easat-6131	312	16	should	should	AUX
easat-6131	312	17	be	be	AUX
easat-6131	312	18	implemented	implement	VERB
easat-6131	312	19	to	to	PART
easat-6131	312	20	ensure	ensure	VERB
easat-6131	312	21	the	the	DET
easat-6131	312	22	effective	effective	ADJ
easat-6131	312	23	utilisation	utilisation	NOUN
easat-6131	312	24	of	of	ADP
easat-6131	312	25	resources	resource	NOUN
easat-6131	312	26	.	.	PUNCT
easat-6131	313	1	to	to	PART
easat-6131	313	2	supplement	supplement	VERB
easat-6131	313	3	government	government	NOUN
easat-6131	313	4	funding	funding	NOUN
easat-6131	313	5	,	,	PUNCT
easat-6131	313	6	governments	government	NOUN
easat-6131	313	7	should	should	AUX
easat-6131	313	8	integrate	integrate	VERB
easat-6131	313	9	education	education	NOUN
easat-6131	313	10	,	,	PUNCT
easat-6131	313	11	healthcare	healthcare	PROPN
easat-6131	313	12	,	,	PUNCT
easat-6131	313	13	and	and	CCONJ
easat-6131	313	14	labour	labour	NOUN
easat-6131	313	15	market	market	NOUN
easat-6131	313	16	policies	policy	NOUN
easat-6131	313	17	while	while	SCONJ
easat-6131	313	18	fostering	foster	VERB
easat-6131	313	19	public	public	ADJ
easat-6131	313	20	-	-	PUNCT
easat-6131	313	21	private	private	ADJ
easat-6131	313	22	partnerships	partnership	NOUN
easat-6131	313	23	and	and	CCONJ
easat-6131	313	24	international	international	ADJ
easat-6131	313	25	cooperation	cooperation	NOUN
easat-6131	313	26	.	.	PUNCT
easat-6131	314	1	long	long	ADJ
easat-6131	314	2	-	-	PUNCT
easat-6131	314	3	term	term	NOUN
easat-6131	314	4	policy	policy	NOUN
easat-6131	314	5	consistency	consistency	NOUN
easat-6131	314	6	and	and	CCONJ
easat-6131	314	7	institutional	institutional	ADJ
easat-6131	314	8	stability	stability	NOUN
easat-6131	314	9	will	will	AUX
easat-6131	314	10	be	be	AUX
easat-6131	314	11	essential	essential	ADJ
easat-6131	314	12	for	for	ADP
easat-6131	314	13	sustaining	sustain	VERB
easat-6131	314	14	the	the	DET
easat-6131	314	15	impact	impact	NOUN
easat-6131	314	16	of	of	ADP
easat-6131	314	17	human	human	ADJ
easat-6131	314	18	capital	capital	NOUN
easat-6131	314	19	investments	investment	NOUN
easat-6131	314	20	and	and	CCONJ
easat-6131	314	21	fostering	foster	VERB
easat-6131	314	22	economic	economic	ADJ
easat-6131	314	23	growth	growth	NOUN
easat-6131	314	24	in	in	ADP
easat-6131	314	25	the	the	DET
easat-6131	314	26	wamz	wamz	ADJ
easat-6131	314	27	region	region	NOUN
easat-6131	314	28	.	.	PUNCT
easat-6131	315	1	transparency	transparency	NOUN
easat-6131	315	2	:	:	PUNCT
easat-6131	315	3	the	the	DET
easat-6131	315	4	authors	author	NOUN
easat-6131	315	5	confirm	confirm	VERB
easat-6131	315	6	that	that	SCONJ
easat-6131	315	7	the	the	DET
easat-6131	315	8	manuscript	manuscript	NOUN
easat-6131	315	9	is	be	AUX
easat-6131	315	10	an	an	DET
easat-6131	315	11	honest	honest	ADJ
easat-6131	315	12	,	,	PUNCT
easat-6131	315	13	accurate	accurate	ADJ
easat-6131	315	14	,	,	PUNCT
easat-6131	315	15	and	and	CCONJ
easat-6131	315	16	transparent	transparent	ADJ
easat-6131	315	17	account	account	NOUN
easat-6131	315	18	of	of	ADP
easat-6131	315	19	the	the	DET
easat-6131	315	20	study	study	NOUN
easat-6131	315	21	;	;	PUNCT
easat-6131	315	22	that	that	SCONJ
easat-6131	315	23	no	no	DET
easat-6131	315	24	vital	vital	ADJ
easat-6131	315	25	features	feature	NOUN
easat-6131	315	26	of	of	ADP
easat-6131	315	27	the	the	DET
easat-6131	315	28	study	study	NOUN
easat-6131	315	29	have	have	AUX
easat-6131	315	30	been	be	AUX
easat-6131	315	31	omitted	omit	VERB
easat-6131	315	32	;	;	PUNCT
easat-6131	315	33	and	and	CCONJ
easat-6131	315	34	that	that	SCONJ
easat-6131	315	35	any	any	DET
easat-6131	315	36	discrepancies	discrepancy	NOUN
easat-6131	315	37	from	from	ADP
easat-6131	315	38	the	the	DET
easat-6131	315	39	study	study	NOUN
easat-6131	315	40	as	as	SCONJ
easat-6131	315	41	planned	plan	VERB
easat-6131	315	42	have	have	AUX
easat-6131	315	43	been	be	AUX
easat-6131	315	44	explained	explain	VERB
easat-6131	315	45	.	.	PUNCT
easat-6131	316	1	this	this	DET
easat-6131	316	2	study	study	NOUN
easat-6131	316	3	followed	follow	VERB
easat-6131	316	4	all	all	DET
easat-6131	316	5	ethical	ethical	ADJ
easat-6131	316	6	practices	practice	NOUN
easat-6131	316	7	during	during	ADP
easat-6131	316	8	writing	writing	NOUN
easat-6131	316	9	.	.	PUNCT
easat-6131	317	1	copyright	copyright	NOUN
easat-6131	317	2	:	:	PUNCT
easat-6131	317	3	©	©	PROPN
easat-6131	317	4	2025	2025	NUM
easat-6131	317	5	by	by	ADP
easat-6131	317	6	the	the	DET
easat-6131	317	7	authors	author	NOUN
easat-6131	317	8	.	.	PUNCT
easat-6131	318	1	this	this	DET
easat-6131	318	2	open	open	ADJ
easat-6131	318	3	-	-	PUNCT
easat-6131	318	4	access	access	NOUN
easat-6131	318	5	article	article	NOUN
easat-6131	318	6	is	be	AUX
easat-6131	318	7	distributed	distribute	VERB
easat-6131	318	8	under	under	ADP
easat-6131	318	9	the	the	DET
easat-6131	318	10	terms	term	NOUN
easat-6131	318	11	and	and	CCONJ
easat-6131	318	12	conditions	condition	NOUN
easat-6131	318	13	of	of	ADP
easat-6131	318	14	the	the	DET
easat-6131	318	15	creative	creative	ADJ
easat-6131	318	16	commons	common	NOUN
easat-6131	318	17	attribution	attribution	NOUN
easat-6131	318	18	(	(	PUNCT
easat-6131	318	19	cc	cc	NOUN
easat-6131	318	20	by	by	ADP
easat-6131	318	21	)	)	PUNCT
easat-6131	318	22	license	license	NOUN
easat-6131	318	23	(	(	PUNCT
easat-6131	318	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6131	318	25	)	)	PUNCT
easat-6131	318	26	.	.	PUNCT
easat-6131	319	1	references	reference	NOUN
easat-6131	319	2	[	[	X
easat-6131	319	3	1	1	NUM
easat-6131	319	4	]	]	X
easat-6131	319	5	r.	r.	PROPN
easat-6131	319	6	m.	m.	PROPN
easat-6131	319	7	solow	solow	PROPN
easat-6131	319	8	,	,	PUNCT
easat-6131	319	9	"	"	PUNCT
easat-6131	319	10	a	a	DET
easat-6131	319	11	contribution	contribution	NOUN
easat-6131	319	12	to	to	ADP
easat-6131	319	13	the	the	DET
easat-6131	319	14	theory	theory	NOUN
easat-6131	319	15	of	of	ADP
easat-6131	319	16	economic	economic	ADJ
easat-6131	319	17	growth	growth	NOUN
easat-6131	319	18	,	,	PUNCT
easat-6131	319	19	"	"	PUNCT
easat-6131	319	20	quarterly	quarterly	ADJ
easat-6131	319	21	journal	journal	NOUN
easat-6131	319	22	of	of	ADP
easat-6131	319	23	economics	economic	NOUN
easat-6131	319	24	,	,	PUNCT
easat-6131	319	25	vol	vol	NOUN
easat-6131	319	26	.	.	PROPN
easat-6131	319	27	70	70	NUM
easat-6131	319	28	,	,	PUNCT
easat-6131	319	29	no	no	INTJ
easat-6131	319	30	.	.	NOUN
easat-6131	319	31	1	1	NUM
easat-6131	319	32	,	,	PUNCT
easat-6131	319	33	pp	pp	ADJ
easat-6131	319	34	.	.	PUNCT
easat-6131	320	1	65	65	NUM
easat-6131	320	2	–	–	PUNCT
easat-6131	320	3	94	94	NUM
easat-6131	320	4	,	,	PUNCT
easat-6131	320	5	1956	1956	NUM
easat-6131	320	6	.	.	PUNCT
easat-6131	321	1	https://doi.org/10.2307/1884513	https://doi.org/10.2307/1884513	X
easat-6131	322	1	[	[	X
easat-6131	322	2	2	2	NUM
easat-6131	322	3	]	]	X
easat-6131	322	4	n.	n.	NOUN
easat-6131	322	5	g.	g.	PROPN
easat-6131	322	6	mankiw	mankiw	PROPN
easat-6131	322	7	,	,	PUNCT
easat-6131	322	8	d.	d.	PROPN
easat-6131	322	9	romer	romer	PROPN
easat-6131	322	10	,	,	PUNCT
easat-6131	322	11	and	and	CCONJ
easat-6131	322	12	d.	d.	PROPN
easat-6131	322	13	n.	n.	PROPN
easat-6131	322	14	weil	weil	PROPN
easat-6131	322	15	,	,	PUNCT
easat-6131	322	16	"	"	PUNCT
easat-6131	322	17	a	a	DET
easat-6131	322	18	contribution	contribution	NOUN
easat-6131	322	19	to	to	ADP
easat-6131	322	20	the	the	DET
easat-6131	322	21	empirics	empiric	NOUN
easat-6131	322	22	of	of	ADP
easat-6131	322	23	economic	economic	ADJ
easat-6131	322	24	growth	growth	NOUN
easat-6131	322	25	,	,	PUNCT
easat-6131	322	26	"	"	PUNCT
easat-6131	322	27	the	the	DET
easat-6131	322	28	quarterly	quarterly	ADJ
easat-6131	322	29	journal	journal	NOUN
easat-6131	322	30	of	of	ADP
easat-6131	322	31	economics	economic	NOUN
easat-6131	322	32	,	,	PUNCT
easat-6131	322	33	vol	vol	NOUN
easat-6131	322	34	.	.	PUNCT
easat-6131	322	35	107	107	NUM
easat-6131	322	36	,	,	PUNCT
easat-6131	322	37	no	no	INTJ
easat-6131	322	38	.	.	NOUN
easat-6131	322	39	2	2	NUM
easat-6131	322	40	,	,	PUNCT
easat-6131	322	41	pp	pp	ADJ
easat-6131	322	42	.	.	PUNCT
easat-6131	322	43	407	407	NUM
easat-6131	322	44	-	-	SYM
easat-6131	322	45	437	437	NUM
easat-6131	322	46	,	,	PUNCT
easat-6131	322	47	1992	1992	NUM
easat-6131	322	48	.	.	PUNCT
easat-6131	323	1	https://doi.org/10.2307/2118477	https://doi.org/10.2307/2118477	PROPN
easat-6131	324	1	[	[	X
easat-6131	324	2	3	3	NUM
easat-6131	324	3	]	]	PUNCT
easat-6131	324	4	a.	a.	NOUN
easat-6131	324	5	a.	a.	PROPN
easat-6131	324	6	teixeira	teixeira	PROPN
easat-6131	324	7	and	and	CCONJ
easat-6131	324	8	a.	a.	PROPN
easat-6131	324	9	s.	s.	PROPN
easat-6131	324	10	queirós	queirós	PROPN
easat-6131	324	11	,	,	PUNCT
easat-6131	324	12	"	"	PUNCT
easat-6131	324	13	economic	economic	ADJ
easat-6131	324	14	growth	growth	NOUN
easat-6131	324	15	,	,	PUNCT
easat-6131	324	16	human	human	ADJ
easat-6131	324	17	capital	capital	NOUN
easat-6131	324	18	and	and	CCONJ
easat-6131	324	19	structural	structural	ADJ
easat-6131	324	20	change	change	NOUN
easat-6131	324	21	:	:	PUNCT
easat-6131	324	22	a	a	DET
easat-6131	324	23	dynamic	dynamic	ADJ
easat-6131	324	24	panel	panel	NOUN
easat-6131	324	25	data	datum	NOUN
easat-6131	324	26	analysis	analysis	NOUN
easat-6131	324	27	,	,	PUNCT
easat-6131	324	28	"	"	PUNCT
easat-6131	324	29	research	research	NOUN
easat-6131	324	30	policy	policy	NOUN
easat-6131	324	31	,	,	PUNCT
easat-6131	324	32	vol	vol	NOUN
easat-6131	324	33	.	.	PROPN
easat-6131	325	1	45	45	NUM
easat-6131	325	2	,	,	PUNCT
easat-6131	325	3	no	no	INTJ
easat-6131	325	4	.	.	NOUN
easat-6131	325	5	8	8	NUM
easat-6131	325	6	,	,	PUNCT
easat-6131	325	7	pp	pp	ADJ
easat-6131	325	8	.	.	PUNCT
easat-6131	326	1	1636	1636	NUM
easat-6131	326	2	-	-	SYM
easat-6131	326	3	1648	1648	NUM
easat-6131	326	4	,	,	PUNCT
easat-6131	326	5	2016	2016	NUM
easat-6131	326	6	.	.	PUNCT
easat-6131	327	1	https://doi.org/10.1016/j.respol.2016.04.006	https://doi.org/10.1016/j.respol.2016.04.006	NOUN
easat-6131	327	2	[	[	X
easat-6131	327	3	4	4	X
easat-6131	327	4	]	]	X
easat-6131	327	5	o.	o.	NOUN
easat-6131	327	6	o.	o.	PROPN
easat-6131	327	7	jemiluyi	jemiluyi	PROPN
easat-6131	327	8	and	and	CCONJ
easat-6131	327	9	l.	l.	PROPN
easat-6131	327	10	jeke	jeke	PROPN
easat-6131	327	11	,	,	PUNCT
easat-6131	327	12	"	"	PUNCT
easat-6131	327	13	the	the	DET
easat-6131	327	14	role	role	NOUN
easat-6131	327	15	of	of	ADP
easat-6131	327	16	human	human	ADJ
easat-6131	327	17	capital	capital	NOUN
easat-6131	327	18	development	development	NOUN
easat-6131	327	19	in	in	ADP
easat-6131	327	20	urbanization	urbanization	NOUN
easat-6131	327	21	-	-	PUNCT
easat-6131	327	22	economic	economic	ADJ
easat-6131	327	23	growth	growth	NOUN
easat-6131	327	24	nexus	nexus	NOUN
easat-6131	327	25	:	:	PUNCT
easat-6131	327	26	a	a	DET
easat-6131	327	27	new	new	ADJ
easat-6131	327	28	insight	insight	NOUN
easat-6131	327	29	on	on	ADP
easat-6131	327	30	nigeria	nigeria	PROPN
easat-6131	327	31	,	,	PUNCT
easat-6131	327	32	"	"	PUNCT
easat-6131	327	33	sustainable	sustainable	ADJ
easat-6131	327	34	futures	future	NOUN
easat-6131	327	35	,	,	PUNCT
easat-6131	327	36	vol	vol	NOUN
easat-6131	327	37	.	.	PROPN
easat-6131	327	38	8	8	NUM
easat-6131	327	39	,	,	PUNCT
easat-6131	327	40	p.	p.	NOUN
easat-6131	327	41	100266	100266	NUM
easat-6131	327	42	,	,	PUNCT
easat-6131	327	43	2024	2024	NUM
easat-6131	327	44	.	.	PUNCT
easat-6131	328	1	https://doi.org/10.1016/j.sftr.2024.100266	https://doi.org/10.1016/j.sftr.2024.100266	VERB
easat-6131	328	2	[	[	X
easat-6131	328	3	5	5	X
easat-6131	328	4	]	]	PUNCT
easat-6131	328	5	e.	e.	PROPN
easat-6131	328	6	a.	a.	PROPN
easat-6131	328	7	cleeve	cleeve	PROPN
easat-6131	328	8	,	,	PUNCT
easat-6131	328	9	y.	y.	PROPN
easat-6131	328	10	debrah	debrah	PROPN
easat-6131	328	11	,	,	PUNCT
easat-6131	328	12	and	and	CCONJ
easat-6131	328	13	z.	z.	PROPN
easat-6131	328	14	yiheyis	yiheyis	PROPN
easat-6131	328	15	,	,	PUNCT
easat-6131	328	16	"	"	PUNCT
easat-6131	328	17	human	human	ADJ
easat-6131	328	18	capital	capital	NOUN
easat-6131	328	19	and	and	CCONJ
easat-6131	328	20	fdi	fdi	ADJ
easat-6131	328	21	inflow	inflow	NOUN
easat-6131	328	22	:	:	PUNCT
easat-6131	328	23	an	an	DET
easat-6131	328	24	assessment	assessment	NOUN
easat-6131	328	25	of	of	ADP
easat-6131	328	26	the	the	DET
easat-6131	328	27	african	african	ADJ
easat-6131	328	28	case	case	NOUN
easat-6131	328	29	,	,	PUNCT
easat-6131	328	30	"	"	PUNCT
easat-6131	328	31	world	world	NOUN
easat-6131	328	32	development	development	NOUN
easat-6131	328	33	,	,	PUNCT
easat-6131	328	34	vol	vol	NOUN
easat-6131	328	35	.	.	PROPN
easat-6131	329	1	74	74	NUM
easat-6131	329	2	,	,	PUNCT
easat-6131	329	3	pp	pp	ADJ
easat-6131	329	4	.	.	PUNCT
easat-6131	330	1	1	1	NUM
easat-6131	330	2	-	-	SYM
easat-6131	330	3	14	14	NUM
easat-6131	330	4	,	,	PUNCT
easat-6131	330	5	2015	2015	NUM
easat-6131	330	6	.	.	PUNCT
easat-6131	331	1	https://doi.org/10.1016/j.worlddev.2015.04.003	https://doi.org/10.1016/j.worlddev.2015.04.003	NOUN
easat-6131	331	2	[	[	X
easat-6131	331	3	6	6	NUM
easat-6131	331	4	]	]	PUNCT
easat-6131	331	5	s.	s.	PROPN
easat-6131	331	6	rahim	rahim	PROPN
easat-6131	331	7	et	et	PROPN
easat-6131	331	8	al	al	PROPN
easat-6131	331	9	.	.	PROPN
easat-6131	331	10	,	,	PUNCT
easat-6131	331	11	"	"	PUNCT
easat-6131	331	12	do	do	VERB
easat-6131	331	13	natural	natural	ADJ
easat-6131	331	14	resources	resource	NOUN
easat-6131	331	15	abundance	abundance	NOUN
easat-6131	331	16	and	and	CCONJ
easat-6131	331	17	human	human	ADJ
easat-6131	331	18	capital	capital	NOUN
easat-6131	331	19	development	development	NOUN
easat-6131	331	20	promote	promote	VERB
easat-6131	331	21	economic	economic	ADJ
easat-6131	331	22	growth	growth	NOUN
easat-6131	331	23	?	?	PUNCT
easat-6131	332	1	a	a	DET
easat-6131	332	2	study	study	NOUN
easat-6131	332	3	on	on	ADP
easat-6131	332	4	the	the	DET
easat-6131	332	5	resource	resource	NOUN
easat-6131	332	6	curse	curse	NOUN
easat-6131	332	7	hypothesis	hypothesis	NOUN
easat-6131	332	8	in	in	ADP
easat-6131	332	9	next	next	ADJ
easat-6131	332	10	eleven	eleven	NUM
easat-6131	332	11	countries	country	NOUN
easat-6131	332	12	,	,	PUNCT
easat-6131	332	13	"	"	PUNCT
easat-6131	332	14	resources	resource	NOUN
easat-6131	332	15	,	,	PUNCT
easat-6131	332	16	environment	environment	NOUN
easat-6131	332	17	and	and	CCONJ
easat-6131	332	18	sustainability	sustainability	NOUN
easat-6131	332	19	,	,	PUNCT
easat-6131	332	20	vol	vol	NOUN
easat-6131	332	21	.	.	PROPN
easat-6131	332	22	4	4	NUM
easat-6131	332	23	,	,	PUNCT
easat-6131	332	24	p.	p.	NOUN
easat-6131	332	25	100018	100018	NUM
easat-6131	332	26	,	,	PUNCT
easat-6131	332	27	2021	2021	NUM
easat-6131	332	28	.	.	PUNCT
easat-6131	333	1	https://doi.org/10.1016/j.resenv.2021.100018	https://doi.org/10.1016/j.resenv.2021.100018	VERB
easat-6131	333	2	[	[	X
easat-6131	333	3	7	7	X
easat-6131	333	4	]	]	X
easat-6131	333	5	y.	y.	PROPN
easat-6131	333	6	jie	jie	PROPN
easat-6131	333	7	and	and	CCONJ
easat-6131	333	8	j.	j.	PROPN
easat-6131	333	9	lan	lan	PROPN
easat-6131	333	10	,	,	PUNCT
easat-6131	333	11	"	"	PUNCT
easat-6131	333	12	dynamic	dynamic	ADJ
easat-6131	333	13	linkages	linkage	NOUN
easat-6131	333	14	between	between	ADP
easat-6131	333	15	human	human	ADJ
easat-6131	333	16	capital	capital	NOUN
easat-6131	333	17	,	,	PUNCT
easat-6131	333	18	natural	natural	ADJ
easat-6131	333	19	resources	resource	NOUN
easat-6131	333	20	,	,	PUNCT
easat-6131	333	21	and	and	CCONJ
easat-6131	333	22	economic	economic	ADJ
easat-6131	333	23	growth	growth	NOUN
easat-6131	333	24	–	–	PUNCT
easat-6131	333	25	impact	impact	NOUN
easat-6131	333	26	on	on	ADP
easat-6131	333	27	achieving	achieve	VERB
easat-6131	333	28	sustainable	sustainable	ADJ
easat-6131	333	29	development	development	NOUN
easat-6131	333	30	goals	goal	NOUN
easat-6131	333	31	,	,	PUNCT
easat-6131	333	32	"	"	PUNCT
easat-6131	333	33	heliyon	heliyon	NOUN
easat-6131	333	34	,	,	PUNCT
easat-6131	333	35	vol	vol	NOUN
easat-6131	333	36	.	.	PROPN
easat-6131	334	1	10	10	NUM
easat-6131	334	2	,	,	PUNCT
easat-6131	334	3	no	no	INTJ
easat-6131	334	4	.	.	NOUN
easat-6131	334	5	14	14	NUM
easat-6131	334	6	,	,	PUNCT
easat-6131	334	7	p.	p.	NOUN
easat-6131	334	8	e33536	e33536	NOUN
easat-6131	334	9	,	,	PUNCT
easat-6131	334	10	2024	2024	NUM
easat-6131	334	11	.	.	PUNCT
easat-6131	335	1	https://doi.org/10.1016/j.heliyon.2024.e33536	https://doi.org/10.1016/j.heliyon.2024.e33536	NOUN
easat-6131	336	1	[	[	X
easat-6131	336	2	8	8	NUM
easat-6131	336	3	]	]	PUNCT
easat-6131	336	4	a.	a.	NOUN
easat-6131	336	5	abubakar	abubakar	PROPN
easat-6131	336	6	,	,	PUNCT
easat-6131	336	7	s.	s.	PROPN
easat-6131	336	8	h.	h.	PROPN
easat-6131	336	9	kassim	kassim	PROPN
easat-6131	336	10	,	,	PUNCT
easat-6131	336	11	and	and	CCONJ
easat-6131	336	12	m.	m.	PROPN
easat-6131	336	13	b.	b.	PROPN
easat-6131	336	14	yusoff	yusoff	PROPN
easat-6131	336	15	,	,	PUNCT
easat-6131	336	16	"	"	PUNCT
easat-6131	336	17	financial	financial	ADJ
easat-6131	336	18	development	development	NOUN
easat-6131	336	19	,	,	PUNCT
easat-6131	336	20	human	human	ADJ
easat-6131	336	21	capital	capital	NOUN
easat-6131	336	22	accumulation	accumulation	NOUN
easat-6131	336	23	and	and	CCONJ
easat-6131	336	24	economic	economic	ADJ
easat-6131	336	25	growth	growth	NOUN
easat-6131	336	26	:	:	PUNCT
easat-6131	336	27	empirical	empirical	ADJ
easat-6131	336	28	evidence	evidence	NOUN
easat-6131	336	29	from	from	ADP
easat-6131	336	30	the	the	DET
easat-6131	336	31	economic	economic	ADJ
easat-6131	336	32	community	community	NOUN
easat-6131	336	33	of	of	ADP
easat-6131	336	34	west	west	ADJ
easat-6131	336	35	african	african	ADJ
easat-6131	336	36	states	state	NOUN
easat-6131	336	37	(	(	PUNCT
easat-6131	336	38	ecowas	ecowas	PROPN
easat-6131	336	39	)	)	PUNCT
easat-6131	336	40	,	,	PUNCT
easat-6131	336	41	"	"	PUNCT
easat-6131	336	42	procedia	procedia	NOUN
easat-6131	336	43	-	-	PUNCT
easat-6131	336	44	social	social	ADJ
easat-6131	336	45	and	and	CCONJ
easat-6131	336	46	behavioral	behavioral	ADJ
easat-6131	336	47	sciences	science	NOUN
easat-6131	336	48	,	,	PUNCT
easat-6131	336	49	vol	vol	NOUN
easat-6131	336	50	.	.	PROPN
easat-6131	336	51	172	172	NUM
easat-6131	336	52	,	,	PUNCT
easat-6131	336	53	pp	pp	ADJ
easat-6131	336	54	.	.	PUNCT
easat-6131	337	1	96	96	NUM
easat-6131	337	2	-	-	SYM
easat-6131	337	3	103	103	NUM
easat-6131	337	4	,	,	PUNCT
easat-6131	337	5	2015	2015	NUM
easat-6131	337	6	.	.	PUNCT
easat-6131	338	1	https://doi.org/10.1016/j.sbspro.2015.01.341	https://doi.org/10.1016/j.sbspro.2015.01.341	NOUN
easat-6131	338	2	[	[	X
easat-6131	338	3	9	9	NUM
easat-6131	338	4	]	]	PUNCT
easat-6131	338	5	l.	l.	PROPN
easat-6131	338	6	ma	ma	PROPN
easat-6131	338	7	,	,	PUNCT
easat-6131	338	8	y.	y.	PROPN
easat-6131	338	9	gan	gan	PROPN
easat-6131	338	10	,	,	PUNCT
easat-6131	338	11	and	and	CCONJ
easat-6131	338	12	p.	p.	PROPN
easat-6131	338	13	huang	huang	PROPN
easat-6131	338	14	,	,	PUNCT
easat-6131	338	15	"	"	PUNCT
easat-6131	338	16	higher	high	ADJ
easat-6131	338	17	education	education	NOUN
easat-6131	338	18	investment	investment	NOUN
easat-6131	338	19	,	,	PUNCT
easat-6131	338	20	human	human	ADJ
easat-6131	338	21	capital	capital	NOUN
easat-6131	338	22	,	,	PUNCT
easat-6131	338	23	and	and	CCONJ
easat-6131	338	24	high	high	ADJ
easat-6131	338	25	-	-	PUNCT
easat-6131	338	26	quality	quality	NOUN
easat-6131	338	27	economic	economic	ADJ
easat-6131	338	28	development	development	NOUN
easat-6131	338	29	,	,	PUNCT
easat-6131	338	30	"	"	PUNCT
easat-6131	338	31	finance	finance	NOUN
easat-6131	338	32	research	research	NOUN
easat-6131	338	33	letters	letter	NOUN
easat-6131	338	34	,	,	PUNCT
easat-6131	338	35	vol	vol	NOUN
easat-6131	338	36	.	.	PROPN
easat-6131	338	37	71	71	NUM
easat-6131	338	38	,	,	PUNCT
easat-6131	338	39	p.	p.	NOUN
easat-6131	338	40	106419	106419	NUM
easat-6131	338	41	,	,	PUNCT
easat-6131	338	42	2025	2025	NUM
easat-6131	338	43	.	.	PUNCT
easat-6131	339	1	https://doi.org/10.1016/j.frl.2024.106419	https://doi.org/10.1016/j.frl.2024.106419	X
easat-6131	340	1	[	[	X
easat-6131	340	2	10	10	NUM
easat-6131	340	3	]	]	X
easat-6131	340	4	y.	y.	PROPN
easat-6131	340	5	zhang	zhang	PROPN
easat-6131	340	6	,	,	PUNCT
easat-6131	340	7	s.	s.	PROPN
easat-6131	340	8	kumar	kumar	PROPN
easat-6131	340	9	,	,	PUNCT
easat-6131	340	10	x.	x.	PROPN
easat-6131	340	11	huang	huang	PROPN
easat-6131	340	12	,	,	PUNCT
easat-6131	340	13	and	and	CCONJ
easat-6131	340	14	y.	y.	PROPN
easat-6131	340	15	yuan	yuan	PROPN
easat-6131	340	16	,	,	PUNCT
easat-6131	340	17	"	"	PUNCT
easat-6131	340	18	human	human	ADJ
easat-6131	340	19	capital	capital	NOUN
easat-6131	340	20	quality	quality	NOUN
easat-6131	340	21	and	and	CCONJ
easat-6131	340	22	the	the	DET
easat-6131	340	23	regional	regional	ADJ
easat-6131	340	24	economic	economic	ADJ
easat-6131	340	25	growth	growth	NOUN
easat-6131	340	26	:	:	PUNCT
easat-6131	340	27	evidence	evidence	NOUN
easat-6131	340	28	from	from	ADP
easat-6131	340	29	china	china	PROPN
easat-6131	340	30	,	,	PUNCT
easat-6131	340	31	"	"	PUNCT
easat-6131	340	32	journal	journal	NOUN
easat-6131	340	33	of	of	ADP
easat-6131	340	34	asian	asian	ADJ
easat-6131	340	35	economics	economic	NOUN
easat-6131	340	36	,	,	PUNCT
easat-6131	340	37	vol	vol	NOUN
easat-6131	340	38	.	.	PROPN
easat-6131	340	39	86	86	NUM
easat-6131	340	40	,	,	PUNCT
easat-6131	340	41	p.	p.	NOUN
easat-6131	340	42	101593	101593	NUM
easat-6131	340	43	,	,	PUNCT
easat-6131	340	44	2023	2023	NUM
easat-6131	340	45	.	.	PUNCT
easat-6131	341	1	https://doi.org/10.1016/j.asieco.2023.101593	https://doi.org/10.1016/j.asieco.2023.101593	PROPN
easat-6131	341	2	[	[	X
easat-6131	341	3	11	11	NUM
easat-6131	341	4	]	]	PUNCT
easat-6131	341	5	a.	a.	NOUN
easat-6131	341	6	sarwar	sarwar	PROPN
easat-6131	341	7	,	,	PUNCT
easat-6131	341	8	m.	m.	NOUN
easat-6131	341	9	a.	a.	PROPN
easat-6131	341	10	khan	khan	PROPN
easat-6131	341	11	,	,	PUNCT
easat-6131	341	12	z.	z.	PROPN
easat-6131	341	13	sarwar	sarwar	PROPN
easat-6131	341	14	,	,	PUNCT
easat-6131	341	15	and	and	CCONJ
easat-6131	341	16	w.	w.	PROPN
easat-6131	341	17	khan	khan	PROPN
easat-6131	341	18	,	,	PUNCT
easat-6131	341	19	"	"	PUNCT
easat-6131	341	20	financial	financial	ADJ
easat-6131	341	21	development	development	NOUN
easat-6131	341	22	,	,	PUNCT
easat-6131	341	23	human	human	ADJ
easat-6131	341	24	capital	capital	NOUN
easat-6131	341	25	and	and	CCONJ
easat-6131	341	26	its	its	PRON
easat-6131	341	27	impact	impact	NOUN
easat-6131	341	28	on	on	ADP
easat-6131	341	29	economic	economic	ADJ
easat-6131	341	30	growth	growth	NOUN
easat-6131	341	31	of	of	ADP
easat-6131	341	32	emerging	emerge	VERB
easat-6131	341	33	countries	country	NOUN
easat-6131	341	34	,	,	PUNCT
easat-6131	341	35	"	"	PUNCT
easat-6131	341	36	asian	asian	ADJ
easat-6131	341	37	journal	journal	NOUN
easat-6131	341	38	of	of	ADP
easat-6131	341	39	economics	economic	NOUN
easat-6131	341	40	and	and	CCONJ
easat-6131	341	41	banking	banking	NOUN
easat-6131	341	42	,	,	PUNCT
easat-6131	341	43	vol	vol	NOUN
easat-6131	341	44	.	.	PROPN
easat-6131	341	45	5	5	NUM
easat-6131	341	46	,	,	PUNCT
easat-6131	341	47	no	no	INTJ
easat-6131	341	48	.	.	NOUN
easat-6131	341	49	1	1	NUM
easat-6131	341	50	,	,	PUNCT
easat-6131	341	51	pp	pp	ADJ
easat-6131	341	52	.	.	PUNCT
easat-6131	342	1	86	86	NUM
easat-6131	342	2	-	-	SYM
easat-6131	342	3	100	100	NUM
easat-6131	342	4	,	,	PUNCT
easat-6131	342	5	2021	2021	NUM
easat-6131	342	6	.	.	PUNCT
easat-6131	343	1	https://doi.org/10.1108/ajeb-06-2020-0015	https://doi.org/10.1108/ajeb-06-2020-0015	PUNCT
easat-6131	344	1	[	[	X
easat-6131	344	2	12	12	NUM
easat-6131	344	3	]	]	PUNCT
easat-6131	344	4	m.	m.	PROPN
easat-6131	344	5	f.	f.	PROPN
easat-6131	344	6	carillo	carillo	PROPN
easat-6131	344	7	,	,	PUNCT
easat-6131	344	8	"	"	PUNCT
easat-6131	344	9	human	human	ADJ
easat-6131	344	10	capital	capital	NOUN
easat-6131	344	11	composition	composition	NOUN
easat-6131	344	12	and	and	CCONJ
easat-6131	344	13	long	long	ADV
easat-6131	344	14	-	-	PUNCT
easat-6131	344	15	run	run	VERB
easat-6131	344	16	economic	economic	ADJ
easat-6131	344	17	growth	growth	NOUN
easat-6131	344	18	,	,	PUNCT
easat-6131	344	19	"	"	PUNCT
easat-6131	344	20	economic	economic	ADJ
easat-6131	344	21	modelling	modelling	NOUN
easat-6131	344	22	,	,	PUNCT
easat-6131	344	23	vol	vol	NOUN
easat-6131	344	24	.	.	PROPN
easat-6131	344	25	137	137	NUM
easat-6131	344	26	,	,	PUNCT
easat-6131	344	27	p.	p.	NOUN
easat-6131	344	28	106760	106760	NUM
easat-6131	344	29	,	,	PUNCT
easat-6131	344	30	2024	2024	NUM
easat-6131	344	31	.	.	PUNCT
easat-6131	345	1	https://doi.org/10.1016/j.econmod.2024.106760	https://doi.org/10.1016/j.econmod.2024.106760	PROPN
easat-6131	345	2	[	[	X
easat-6131	345	3	13	13	NUM
easat-6131	345	4	]	]	PUNCT
easat-6131	345	5	m.	m.	NOUN
easat-6131	345	6	bekele	bekele	PROPN
easat-6131	345	7	,	,	PUNCT
easat-6131	345	8	m.	m.	PROPN
easat-6131	345	9	sassi	sassi	PROPN
easat-6131	345	10	,	,	PUNCT
easat-6131	345	11	k.	k.	PROPN
easat-6131	345	12	jemal	jemal	PROPN
easat-6131	345	13	,	,	PUNCT
easat-6131	345	14	and	and	CCONJ
easat-6131	345	15	b.	b.	PROPN
easat-6131	345	16	ahmed	ahmed	PROPN
easat-6131	345	17	,	,	PUNCT
easat-6131	345	18	"	"	PUNCT
easat-6131	345	19	human	human	ADJ
easat-6131	345	20	capital	capital	NOUN
easat-6131	345	21	development	development	NOUN
easat-6131	345	22	and	and	CCONJ
easat-6131	345	23	economic	economic	ADJ
easat-6131	345	24	sustainability	sustainability	NOUN
easat-6131	345	25	linkage	linkage	NOUN
easat-6131	345	26	in	in	ADP
easat-6131	345	27	sub	sub	ADJ
easat-6131	345	28	-	-	ADJ
easat-6131	345	29	saharan	saharan	ADJ
easat-6131	345	30	african	african	ADJ
easat-6131	345	31	countries	country	NOUN
easat-6131	345	32	:	:	PUNCT
easat-6131	345	33	novel	novel	ADJ
easat-6131	345	34	evidence	evidence	NOUN
easat-6131	345	35	from	from	ADP
easat-6131	345	36	augmented	augment	VERB
easat-6131	345	37	mean	mean	PROPN
easat-6131	345	38	group	group	NOUN
easat-6131	345	39	approach	approach	NOUN
easat-6131	345	40	,	,	PUNCT
easat-6131	345	41	"	"	PUNCT
easat-6131	345	42	heliyon	heliyon	NOUN
easat-6131	345	43	,	,	PUNCT
easat-6131	345	44	vol	vol	NOUN
easat-6131	345	45	.	.	PROPN
easat-6131	345	46	10	10	NUM
easat-6131	345	47	,	,	PUNCT
easat-6131	345	48	no	no	INTJ
easat-6131	345	49	.	.	NOUN
easat-6131	345	50	2	2	NUM
easat-6131	345	51	,	,	PUNCT
easat-6131	345	52	p.	p.	NOUN
easat-6131	345	53	e24323	e24323	PROPN
easat-6131	345	54	,	,	PUNCT
easat-6131	345	55	2024	2024	NUM
easat-6131	345	56	.	.	PUNCT
easat-6131	346	1	e24323	e24323	PROPN
easat-6131	346	2	.	.	PROPN
easat-6131	346	3	https://doi.org/10.1016/j.heliyon.2024	https://doi.org/10.1016/j.heliyon.2024	PROPN
easat-6131	346	4	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6131	346	5	https://doi.org/10.2307/1884513	https://doi.org/10.2307/1884513	PROPN
easat-6131	346	6	https://doi.org/10.2307/2118477	https://doi.org/10.2307/2118477	PROPN
easat-6131	346	7	https://doi.org/10.1016/j.respol.2016.04.006	https://doi.org/10.1016/j.respol.2016.04.006	PROPN
easat-6131	346	8	https://doi.org/10.1016/j.sftr.2024.100266	https://doi.org/10.1016/j.sftr.2024.100266	VERB
easat-6131	346	9	https://doi.org/10.1016/j.worlddev.2015.04.003	https://doi.org/10.1016/j.worlddev.2015.04.003	NOUN
easat-6131	346	10	https://doi.org/10.1016/j.resenv.2021.100018	https://doi.org/10.1016/j.resenv.2021.100018	NOUN
easat-6131	346	11	https://doi.org/10.1016/j.heliyon.2024.e33536	https://doi.org/10.1016/j.heliyon.2024.e33536	VERB
easat-6131	346	12	https://doi.org/10.1016/j.sbspro.2015.01.341	https://doi.org/10.1016/j.sbspro.2015.01.341	NOUN
easat-6131	346	13	https://doi.org/10.1016/j.frl.2024.106419	https://doi.org/10.1016/j.frl.2024.106419	X
easat-6131	346	14	https://doi.org/10.1016/j.asieco.2023.101593	https://doi.org/10.1016/j.asieco.2023.101593	PROPN
easat-6131	346	15	https://doi.org/10.1108/ajeb-06-2020-0015	https://doi.org/10.1108/ajeb-06-2020-0015	NOUN
easat-6131	346	16	https://doi.org/10.1016/j.econmod.2024.106760	https://doi.org/10.1016/j.econmod.2024.106760	PROPN
easat-6131	346	17	https://doi.org/10.1016/j.heliyon.2024	https://doi.org/10.1016/j.heliyon.2024	VERB
easat-6131	346	18	949	949	NUM
easat-6131	346	19	edelweiss	edelweiss	PROPN
easat-6131	346	20	applied	apply	VERB
easat-6131	346	21	science	science	NOUN
easat-6131	346	22	and	and	CCONJ
easat-6131	346	23	technology	technology	NOUN
easat-6131	346	24	issn	issn	PROPN
easat-6131	346	25	:	:	PUNCT
easat-6131	346	26	2576	2576	NUM
easat-6131	346	27	-	-	SYM
easat-6131	346	28	8484	8484	NUM
easat-6131	346	29	vol	vol	NOUN
easat-6131	346	30	.	.	PROPN
easat-6131	347	1	9	9	NUM
easat-6131	347	2	,	,	PUNCT
easat-6131	347	3	no	no	INTJ
easat-6131	347	4	.	.	NOUN
easat-6131	348	1	4	4	NUM
easat-6131	348	2	:	:	PUNCT
easat-6131	348	3	936	936	NUM
easat-6131	348	4	-	-	SYM
easat-6131	348	5	949	949	NUM
easat-6131	348	6	,	,	PUNCT
easat-6131	348	7	2025	2025	NUM
easat-6131	348	8	doi	doi	NOUN
easat-6131	348	9	:	:	PUNCT
easat-6131	348	10	10.55214/25768484.v9i4.6131	10.55214/25768484.v9i4.6131	NUM
easat-6131	348	11	©	©	PROPN
easat-6131	348	12	2025	2025	NUM
easat-6131	348	13	by	by	ADP
easat-6131	348	14	the	the	DET
easat-6131	348	15	authors	author	NOUN
easat-6131	348	16	;	;	PUNCT
easat-6131	348	17	licensee	licensee	PROPN
easat-6131	348	18	learning	learning	NOUN
easat-6131	348	19	gate	gate	NOUN
easat-6131	349	1	[	[	X
easat-6131	349	2	14	14	NUM
easat-6131	349	3	]	]	PUNCT
easat-6131	349	4	t.	t.	PROPN
easat-6131	349	5	guo	guo	PROPN
easat-6131	349	6	,	,	PUNCT
easat-6131	349	7	y.	y.	PROPN
easat-6131	349	8	tong	tong	PROPN
easat-6131	349	9	,	,	PUNCT
easat-6131	349	10	and	and	CCONJ
easat-6131	349	11	y.	y.	PROPN
easat-6131	349	12	yu	yu	PROPN
easat-6131	349	13	,	,	PUNCT
easat-6131	349	14	"	"	PUNCT
easat-6131	349	15	the	the	DET
easat-6131	349	16	influence	influence	NOUN
easat-6131	349	17	of	of	ADP
easat-6131	349	18	government	government	NOUN
easat-6131	349	19	health	health	NOUN
easat-6131	349	20	investment	investment	NOUN
easat-6131	349	21	on	on	ADP
easat-6131	349	22	economic	economic	ADJ
easat-6131	349	23	resilience	resilience	NOUN
easat-6131	349	24	:	:	PUNCT
easat-6131	349	25	a	a	DET
easat-6131	349	26	perspective	perspective	NOUN
easat-6131	349	27	from	from	ADP
easat-6131	349	28	health	health	PROPN
easat-6131	349	29	human	human	ADJ
easat-6131	349	30	capital	capital	NOUN
easat-6131	349	31	,	,	PUNCT
easat-6131	349	32	"	"	PUNCT
easat-6131	349	33	international	international	ADJ
easat-6131	349	34	review	review	NOUN
easat-6131	349	35	of	of	ADP
easat-6131	349	36	economics	economics	PROPN
easat-6131	349	37	&	&	CCONJ
easat-6131	349	38	finance	finance	PROPN
easat-6131	349	39	,	,	PUNCT
easat-6131	349	40	p.	p.	NOUN
easat-6131	349	41	104050	104050	NUM
easat-6131	349	42	,	,	PUNCT
easat-6131	349	43	2025	2025	NUM
easat-6131	349	44	.	.	PUNCT
easat-6131	350	1	https://doi.org/10.1016/j.iref.2025.104050	https://doi.org/10.1016/j.iref.2025.104050	PROPN
easat-6131	350	2	[	[	X
easat-6131	350	3	15	15	NUM
easat-6131	350	4	]	]	PUNCT
easat-6131	350	5	a.	a.	NOUN
easat-6131	350	6	fahimi	fahimi	PROPN
easat-6131	350	7	,	,	PUNCT
easat-6131	350	8	s.	s.	PROPN
easat-6131	350	9	saint	saint	PROPN
easat-6131	350	10	akadiri	akadiri	PROPN
easat-6131	350	11	,	,	PUNCT
easat-6131	350	12	m.	m.	NOUN
easat-6131	350	13	seraj	seraj	VERB
easat-6131	350	14	,	,	PUNCT
easat-6131	350	15	and	and	CCONJ
easat-6131	350	16	a.	a.	PROPN
easat-6131	350	17	c.	c.	PROPN
easat-6131	350	18	akadiri	akadiri	PROPN
easat-6131	350	19	,	,	PUNCT
easat-6131	350	20	"	"	PUNCT
easat-6131	350	21	testing	test	VERB
easat-6131	350	22	the	the	DET
easat-6131	350	23	role	role	NOUN
easat-6131	350	24	of	of	ADP
easat-6131	350	25	tourism	tourism	NOUN
easat-6131	350	26	and	and	CCONJ
easat-6131	350	27	human	human	ADJ
easat-6131	350	28	capital	capital	NOUN
easat-6131	350	29	development	development	NOUN
easat-6131	350	30	in	in	ADP
easat-6131	350	31	economic	economic	ADJ
easat-6131	350	32	growth	growth	NOUN
easat-6131	350	33	.	.	PUNCT
easat-6131	351	1	a	a	DET
easat-6131	351	2	panel	panel	NOUN
easat-6131	351	3	causality	causality	NOUN
easat-6131	351	4	study	study	NOUN
easat-6131	351	5	of	of	ADP
easat-6131	351	6	micro	micro	PROPN
easat-6131	351	7	states	state	NOUN
easat-6131	351	8	,	,	PUNCT
easat-6131	351	9	"	"	PUNCT
easat-6131	351	10	tourism	tourism	NOUN
easat-6131	351	11	management	management	NOUN
easat-6131	351	12	perspectives	perspective	NOUN
easat-6131	351	13	,	,	PUNCT
easat-6131	351	14	vol	vol	NOUN
easat-6131	351	15	.	.	PROPN
easat-6131	351	16	28	28	NUM
easat-6131	351	17	,	,	PUNCT
easat-6131	351	18	pp	pp	ADJ
easat-6131	351	19	.	.	PUNCT
easat-6131	352	1	62	62	NUM
easat-6131	352	2	-	-	SYM
easat-6131	352	3	70	70	NUM
easat-6131	352	4	,	,	PUNCT
easat-6131	352	5	2018	2018	NUM
easat-6131	352	6	.	.	PUNCT
easat-6131	353	1	https://doi.org/10.1016/j.tmp.2018.08.004	https://doi.org/10.1016/j.tmp.2018.08.004	NOUN
easat-6131	353	2	[	[	X
easat-6131	353	3	16	16	NUM
easat-6131	353	4	]	]	X
easat-6131	353	5	c.	c.	PROPN
easat-6131	353	6	boachie	boachie	PROPN
easat-6131	353	7	and	and	CCONJ
easat-6131	353	8	e.	e.	PROPN
easat-6131	353	9	adu	adu	PROPN
easat-6131	353	10	-	-	PUNCT
easat-6131	353	11	darko	darko	PROPN
easat-6131	353	12	,	,	PUNCT
easat-6131	353	13	"	"	PUNCT
easat-6131	353	14	the	the	DET
easat-6131	353	15	effect	effect	NOUN
easat-6131	353	16	of	of	ADP
easat-6131	353	17	financial	financial	ADJ
easat-6131	353	18	inclusion	inclusion	NOUN
easat-6131	353	19	on	on	ADP
easat-6131	353	20	economic	economic	ADJ
easat-6131	353	21	growth	growth	NOUN
easat-6131	353	22	:	:	PUNCT
easat-6131	353	23	the	the	DET
easat-6131	353	24	role	role	NOUN
easat-6131	353	25	of	of	ADP
easat-6131	353	26	human	human	ADJ
easat-6131	353	27	capital	capital	NOUN
easat-6131	353	28	development	development	NOUN
easat-6131	353	29	,	,	PUNCT
easat-6131	353	30	"	"	PUNCT
easat-6131	353	31	cogent	cogent	ADJ
easat-6131	353	32	social	social	ADJ
easat-6131	353	33	sciences	sciences	PROPN
easat-6131	353	34	,	,	PUNCT
easat-6131	353	35	vol	vol	NOUN
easat-6131	353	36	.	.	PROPN
easat-6131	353	37	10	10	NUM
easat-6131	353	38	,	,	PUNCT
easat-6131	353	39	no	no	INTJ
easat-6131	353	40	.	.	NOUN
easat-6131	353	41	1	1	NUM
easat-6131	353	42	,	,	PUNCT
easat-6131	353	43	p.	p.	NOUN
easat-6131	353	44	2346118	2346118	NUM
easat-6131	353	45	,	,	PUNCT
easat-6131	353	46	2024	2024	NUM
easat-6131	353	47	.	.	PUNCT
easat-6131	354	1	https://doi.org/10.1080/23311886.2024.2346118	https://doi.org/10.1080/23311886.2024.2346118	X
easat-6131	355	1	[	[	X
easat-6131	355	2	17	17	NUM
easat-6131	355	3	]	]	X
easat-6131	355	4	e.	e.	PROPN
easat-6131	355	5	sofilda	sofilda	PROPN
easat-6131	355	6	,	,	PUNCT
easat-6131	355	7	m.	m.	NOUN
easat-6131	355	8	zilal	zilal	PROPN
easat-6131	355	9	hamzah	hamzah	PROPN
easat-6131	355	10	,	,	PUNCT
easat-6131	355	11	and	and	CCONJ
easat-6131	355	12	s.	s.	PROPN
easat-6131	355	13	kusairi	kusairi	PROPN
easat-6131	355	14	,	,	PUNCT
easat-6131	355	15	"	"	PUNCT
easat-6131	355	16	analysis	analysis	NOUN
easat-6131	355	17	of	of	ADP
easat-6131	355	18	fiscal	fiscal	ADJ
easat-6131	355	19	decentralisation	decentralisation	NOUN
easat-6131	355	20	,	,	PUNCT
easat-6131	355	21	human	human	ADJ
easat-6131	355	22	development	development	NOUN
easat-6131	355	23	,	,	PUNCT
easat-6131	355	24	and	and	CCONJ
easat-6131	355	25	regional	regional	ADJ
easat-6131	355	26	economic	economic	ADJ
easat-6131	355	27	growth	growth	NOUN
easat-6131	355	28	in	in	ADP
easat-6131	355	29	indonesia	indonesia	PROPN
easat-6131	355	30	,	,	PUNCT
easat-6131	355	31	"	"	PUNCT
easat-6131	355	32	cogent	cogent	NOUN
easat-6131	355	33	economics	economic	NOUN
easat-6131	355	34	&	&	CCONJ
easat-6131	355	35	finance	finance	PROPN
easat-6131	355	36	,	,	PUNCT
easat-6131	355	37	vol	vol	NOUN
easat-6131	355	38	.	.	PROPN
easat-6131	355	39	11	11	NUM
easat-6131	355	40	,	,	PUNCT
easat-6131	355	41	no	no	INTJ
easat-6131	355	42	.	.	NOUN
easat-6131	355	43	1	1	NUM
easat-6131	355	44	,	,	PUNCT
easat-6131	355	45	p.	p.	NOUN
easat-6131	355	46	2220520	2220520	NUM
easat-6131	355	47	,	,	PUNCT
easat-6131	355	48	2023	2023	NUM
easat-6131	355	49	.	.	PUNCT
easat-6131	355	50	https://doi.org/10.1080/23322039.2023.2220520	https://doi.org/10.1080/23322039.2023.2220520	PUNCT
easat-6131	356	1	[	[	X
easat-6131	356	2	18	18	NUM
easat-6131	356	3	]	]	PUNCT
easat-6131	356	4	m.	m.	NOUN
easat-6131	356	5	h.	h.	PROPN
easat-6131	356	6	pesaran	pesaran	PROPN
easat-6131	356	7	and	and	CCONJ
easat-6131	356	8	r.	r.	PROPN
easat-6131	356	9	smith	smith	PROPN
easat-6131	356	10	,	,	PUNCT
easat-6131	356	11	"	"	PUNCT
easat-6131	356	12	estimating	estimate	VERB
easat-6131	356	13	long	long	ADJ
easat-6131	356	14	-	-	PUNCT
easat-6131	356	15	run	run	NOUN
easat-6131	356	16	relationships	relationship	NOUN
easat-6131	356	17	from	from	ADP
easat-6131	356	18	dynamic	dynamic	ADJ
easat-6131	356	19	heterogeneous	heterogeneous	ADJ
easat-6131	356	20	panels	panel	NOUN
easat-6131	356	21	,	,	PUNCT
easat-6131	356	22	"	"	PUNCT
easat-6131	356	23	journal	journal	NOUN
easat-6131	356	24	of	of	ADP
easat-6131	356	25	econometrics	econometric	NOUN
easat-6131	356	26	,	,	PUNCT
easat-6131	356	27	vol	vol	NOUN
easat-6131	356	28	.	.	PROPN
easat-6131	357	1	68	68	NUM
easat-6131	357	2	,	,	PUNCT
easat-6131	357	3	no	no	INTJ
easat-6131	357	4	.	.	NOUN
easat-6131	357	5	1	1	NUM
easat-6131	357	6	,	,	PUNCT
easat-6131	357	7	pp	pp	ADJ
easat-6131	357	8	.	.	PUNCT
easat-6131	358	1	79	79	NUM
easat-6131	358	2	-	-	SYM
easat-6131	358	3	113	113	NUM
easat-6131	358	4	,	,	PUNCT
easat-6131	358	5	1995	1995	NUM
easat-6131	358	6	.	.	PUNCT
easat-6131	359	1	[	[	X
easat-6131	359	2	19	19	NUM
easat-6131	359	3	]	]	PUNCT
easat-6131	359	4	m.	m.	NOUN
easat-6131	359	5	h.	h.	PROPN
easat-6131	359	6	pesaran	pesaran	PROPN
easat-6131	359	7	,	,	PUNCT
easat-6131	359	8	y.	y.	PROPN
easat-6131	359	9	shin	shin	PROPN
easat-6131	359	10	,	,	PUNCT
easat-6131	359	11	and	and	CCONJ
easat-6131	359	12	r.	r.	PROPN
easat-6131	359	13	p.	p.	PROPN
easat-6131	359	14	smith	smith	PROPN
easat-6131	359	15	,	,	PUNCT
easat-6131	359	16	"	"	PUNCT
easat-6131	359	17	pooled	pool	VERB
easat-6131	359	18	mean	mean	NOUN
easat-6131	359	19	group	group	NOUN
easat-6131	359	20	estimation	estimation	NOUN
easat-6131	359	21	of	of	ADP
easat-6131	359	22	dynamic	dynamic	ADJ
easat-6131	359	23	heterogeneous	heterogeneous	ADJ
easat-6131	359	24	panels	panel	NOUN
easat-6131	359	25	,	,	PUNCT
easat-6131	359	26	"	"	PUNCT
easat-6131	359	27	journal	journal	NOUN
easat-6131	359	28	of	of	ADP
easat-6131	359	29	the	the	DET
easat-6131	359	30	american	american	PROPN
easat-6131	359	31	statistical	statistical	PROPN
easat-6131	359	32	association	association	PROPN
easat-6131	359	33	,	,	PUNCT
easat-6131	359	34	vol	vol	NOUN
easat-6131	359	35	.	.	PROPN
easat-6131	359	36	94	94	NUM
easat-6131	359	37	,	,	PUNCT
easat-6131	359	38	no	no	INTJ
easat-6131	359	39	.	.	NOUN
easat-6131	359	40	446	446	NUM
easat-6131	359	41	,	,	PUNCT
easat-6131	359	42	pp	pp	ADJ
easat-6131	359	43	.	.	PUNCT
easat-6131	360	1	621	621	NUM
easat-6131	360	2	-	-	SYM
easat-6131	360	3	634	634	NUM
easat-6131	360	4	,	,	PUNCT
easat-6131	360	5	1999	1999	NUM
easat-6131	360	6	.	.	PUNCT
easat-6131	361	1	https://doi.org/10.1080/01621459.1999.10474156	https://doi.org/10.1080/01621459.1999.10474156	PROPN
easat-6131	362	1	[	[	X
easat-6131	362	2	20	20	NUM
easat-6131	362	3	]	]	PUNCT
easat-6131	362	4	m.	m.	NOUN
easat-6131	362	5	h.	h.	PROPN
easat-6131	362	6	pesaran	pesaran	PROPN
easat-6131	362	7	,	,	PUNCT
easat-6131	362	8	y.	y.	PROPN
easat-6131	362	9	shin	shin	PROPN
easat-6131	362	10	,	,	PUNCT
easat-6131	362	11	and	and	CCONJ
easat-6131	362	12	r.	r.	PROPN
easat-6131	362	13	j.	j.	PROPN
easat-6131	362	14	smith	smith	PROPN
easat-6131	362	15	,	,	PUNCT
easat-6131	362	16	"	"	PUNCT
easat-6131	362	17	bounds	bound	VERB
easat-6131	362	18	testing	test	VERB
easat-6131	362	19	approaches	approach	NOUN
easat-6131	362	20	to	to	ADP
easat-6131	362	21	the	the	DET
easat-6131	362	22	analysis	analysis	NOUN
easat-6131	362	23	of	of	ADP
easat-6131	362	24	level	level	NOUN
easat-6131	362	25	relationships	relationship	NOUN
easat-6131	362	26	,	,	PUNCT
easat-6131	362	27	"	"	PUNCT
easat-6131	362	28	journal	journal	NOUN
easat-6131	362	29	of	of	ADP
easat-6131	362	30	applied	apply	VERB
easat-6131	362	31	econometrics	econometric	NOUN
easat-6131	362	32	,	,	PUNCT
easat-6131	362	33	vol	vol	NOUN
easat-6131	362	34	.	.	PROPN
easat-6131	363	1	16	16	NUM
easat-6131	363	2	,	,	PUNCT
easat-6131	363	3	no	no	INTJ
easat-6131	363	4	.	.	NOUN
easat-6131	363	5	3	3	NUM
easat-6131	363	6	,	,	PUNCT
easat-6131	363	7	pp	pp	ADJ
easat-6131	363	8	.	.	PUNCT
easat-6131	364	1	289	289	NUM
easat-6131	364	2	-	-	SYM
easat-6131	364	3	326	326	NUM
easat-6131	364	4	,	,	PUNCT
easat-6131	364	5	2001	2001	NUM
easat-6131	364	6	.	.	PUNCT
easat-6131	365	1	https://doi.org/10.1002/jae.616	https://doi.org/10.1002/jae.616	PROPN
easat-6131	366	1	[	[	X
easat-6131	366	2	21	21	NUM
easat-6131	366	3	]	]	PUNCT
easat-6131	366	4	j.	j.	PROPN
easat-6131	366	5	a.	a.	PROPN
easat-6131	366	6	hausman	hausman	PROPN
easat-6131	366	7	,	,	PUNCT
easat-6131	366	8	"	"	PUNCT
easat-6131	366	9	specification	specification	NOUN
easat-6131	366	10	tests	test	NOUN
easat-6131	366	11	in	in	ADP
easat-6131	366	12	econometrics	econometric	NOUN
easat-6131	366	13	,	,	PUNCT
easat-6131	366	14	"	"	PUNCT
easat-6131	366	15	econometrica	econometrica	PROPN
easat-6131	366	16	,	,	PUNCT
easat-6131	366	17	vol	vol	NOUN
easat-6131	366	18	.	.	PROPN
easat-6131	366	19	46	46	NUM
easat-6131	366	20	,	,	PUNCT
easat-6131	366	21	no	no	INTJ
easat-6131	366	22	.	.	NOUN
easat-6131	366	23	6	6	NUM
easat-6131	366	24	,	,	PUNCT
easat-6131	366	25	pp	pp	ADJ
easat-6131	366	26	.	.	PUNCT
easat-6131	367	1	1251–1271	1251–1271	NUM
easat-6131	367	2	,	,	PUNCT
easat-6131	367	3	1978	1978	NUM
easat-6131	367	4	.	.	PUNCT
easat-6131	367	5	https://doi.org/10.2307/1913827	https://doi.org/10.2307/1913827	X
easat-6131	368	1	https://doi.org/10.1016/j.iref.2025.104050	https://doi.org/10.1016/j.iref.2025.104050	PROPN
easat-6131	368	2	https://doi.org/10.1016/j.tmp.2018.08.004	https://doi.org/10.1016/j.tmp.2018.08.004	PROPN
easat-6131	368	3	https://doi.org/10.1080/23311886.2024.2346118	https://doi.org/10.1080/23311886.2024.2346118	VERB
easat-6131	368	4	https://doi.org/10.1080/23322039.2023.2220520	https://doi.org/10.1080/23322039.2023.2220520	PROPN
easat-6131	369	1	https://doi.org/10.1080/01621459.1999.10474156	https://doi.org/10.1080/01621459.1999.10474156	PROPN
easat-6131	369	2	https://doi.org/10.1002/jae.616	https://doi.org/10.1002/jae.616	PROPN
easat-6131	369	3	https://doi.org/10.2307/1913827	https://doi.org/10.2307/1913827	PUNCT