id	sid	tid	token	lemma	pos
economy-7632	1	1	146	146	NUM
economy-7632	1	2	©	©	PROPN
economy-7632	1	3	2025	2025	NUM
economy-7632	1	4	by	by	ADP
economy-7632	1	5	the	the	DET
economy-7632	1	6	authors	author	NOUN
economy-7632	1	7	;	;	PUNCT
economy-7632	1	8	licensee	licensee	PROPN
economy-7632	1	9	asian	asian	ADJ
economy-7632	1	10	online	online	PROPN
economy-7632	1	11	journal	journal	PROPN
economy-7632	1	12	publishing	publishing	NOUN
economy-7632	1	13	group	group	NOUN
economy-7632	1	14	economy	economy	NOUN
economy-7632	1	15	vol	vol	NOUN
economy-7632	1	16	.	.	PROPN
economy-7632	2	1	12	12	NUM
economy-7632	2	2	,	,	PUNCT
economy-7632	2	3	no	no	INTJ
economy-7632	2	4	.	.	NOUN
economy-7632	2	5	2	2	NUM
economy-7632	2	6	,	,	PUNCT
economy-7632	2	7	146	146	NUM
economy-7632	2	8	-	-	SYM
economy-7632	2	9	155	155	NUM
economy-7632	2	10	,	,	PUNCT
economy-7632	2	11	2025	2025	NUM
economy-7632	2	12	issn(e	issn(e	NOUN
economy-7632	2	13	)	)	PUNCT
economy-7632	2	14	2313	2313	NUM
economy-7632	2	15	-	-	SYM
economy-7632	2	16	8181/	8181/	NUM
economy-7632	2	17	issn(p	issn(p	NOUN
economy-7632	2	18	)	)	PUNCT
economy-7632	2	19	2518	2518	NUM
economy-7632	2	20	-	-	PUNCT
economy-7632	2	21	0118	0118	NUM
economy-7632	2	22	doi	doi	NOUN
economy-7632	2	23	:	:	PUNCT
economy-7632	2	24	10.20448	10.20448	NUM
economy-7632	2	25	/	/	SYM
economy-7632	2	26	economy.v12i2.7632	economy.v12i2.7632	NOUN
economy-7632	2	27	©	©	PROPN
economy-7632	2	28	2025	2025	NUM
economy-7632	2	29	by	by	ADP
economy-7632	2	30	the	the	DET
economy-7632	2	31	authors	author	NOUN
economy-7632	2	32	;	;	PUNCT
economy-7632	2	33	licensee	licensee	PROPN
economy-7632	2	34	asian	asian	ADJ
economy-7632	2	35	online	online	PROPN
economy-7632	2	36	journal	journal	PROPN
economy-7632	2	37	publishing	publishing	NOUN
economy-7632	2	38	group	group	NOUN
economy-7632	2	39	effects	effect	NOUN
economy-7632	2	40	of	of	ADP
economy-7632	2	41	macroeconomic	macroeconomic	ADJ
economy-7632	2	42	variables	variable	NOUN
economy-7632	2	43	on	on	ADP
economy-7632	2	44	unemployment	unemployment	NOUN
economy-7632	2	45	in	in	ADP
economy-7632	2	46	kenya	kenya	PROPN
economy-7632	2	47	penina	penina	PROPN
economy-7632	2	48	anyango1	anyango1	PROPN
economy-7632	3	1			PROPN
economy-7632	3	2	maurice	maurice	PROPN
economy-7632	3	3	ombok2	ombok2	PROPN
economy-7632	3	4	benedict	benedict	PROPN
economy-7632	3	5	troon3	troon3	PROPN
economy-7632	3	6	christopher	christopher	PROPN
economy-7632	3	7	maokomba4	maokomba4	PROPN
economy-7632	3	8	(	(	PUNCT
economy-7632	3	9			PROPN
economy-7632	3	10	corresponding	correspond	VERB
economy-7632	3	11	author	author	NOUN
economy-7632	3	12	)	)	PUNCT
economy-7632	3	13	1,2,3,4school	1,2,3,4school	NUM
economy-7632	3	14	of	of	ADP
economy-7632	3	15	business	business	NOUN
economy-7632	3	16	and	and	CCONJ
economy-7632	3	17	economics	economic	NOUN
economy-7632	3	18	,	,	PUNCT
economy-7632	3	19	maasai	maasai	PROPN
economy-7632	3	20	mara	mara	PROPN
economy-7632	3	21	university	university	PROPN
economy-7632	3	22	,	,	PUNCT
economy-7632	3	23	kenya	kenya	PROPN
economy-7632	3	24	.	.	PUNCT
economy-7632	4	1	1email	1email	NUM
economy-7632	4	2	:	:	PUNCT
economy-7632	4	3	anyangopenina2018@gmail.com	anyangopenina2018@gmail.com	X
economy-7632	5	1	2email	2email	NUM
economy-7632	5	2	:	:	PUNCT
economy-7632	5	3	ombokmaurice74@gmail.com	ombokmaurice74@gmail.com	X
economy-7632	5	4	3email	3email	NUM
economy-7632	5	5	:	:	PUNCT
economy-7632	5	6	troonbenedict@gmail.com	troonbenedict@gmail.com	X
economy-7632	6	1	4email	4email	X
economy-7632	6	2	:	:	PUNCT
economy-7632	6	3	maokomba@mmarau.ac.ke	maokomba@mmarau.ac.ke	NOUN
economy-7632	6	4	abstract	abstract	ADJ
economy-7632	6	5	unemployment	unemployment	NOUN
economy-7632	6	6	remains	remain	VERB
economy-7632	6	7	a	a	DET
economy-7632	6	8	major	major	ADJ
economy-7632	6	9	global	global	ADJ
economy-7632	6	10	challenge	challenge	NOUN
economy-7632	6	11	,	,	PUNCT
economy-7632	6	12	with	with	ADP
economy-7632	6	13	uneven	uneven	ADJ
economy-7632	6	14	progress	progress	NOUN
economy-7632	6	15	across	across	ADP
economy-7632	6	16	regions	region	NOUN
economy-7632	6	17	towards	towards	ADP
economy-7632	6	18	the	the	DET
economy-7632	6	19	3	3	NUM
economy-7632	6	20	%	%	NOUN
economy-7632	6	21	target	target	NOUN
economy-7632	6	22	.	.	PUNCT
economy-7632	7	1	in	in	ADP
economy-7632	7	2	kenya	kenya	PROPN
economy-7632	7	3	,	,	PUNCT
economy-7632	7	4	despite	despite	SCONJ
economy-7632	7	5	various	various	ADJ
economy-7632	7	6	interventions	intervention	NOUN
economy-7632	7	7	since	since	SCONJ
economy-7632	7	8	independence	independence	NOUN
economy-7632	7	9	,	,	PUNCT
economy-7632	7	10	the	the	DET
economy-7632	7	11	issue	issue	NOUN
economy-7632	7	12	remains	remain	VERB
economy-7632	7	13	unresolved	unresolved	ADJ
economy-7632	7	14	and	and	CCONJ
economy-7632	7	15	persistent	persistent	ADJ
economy-7632	7	16	.	.	PUNCT
economy-7632	8	1	the	the	DET
economy-7632	8	2	aim	aim	NOUN
economy-7632	8	3	of	of	ADP
economy-7632	8	4	the	the	DET
economy-7632	8	5	study	study	NOUN
economy-7632	8	6	was	be	AUX
economy-7632	8	7	to	to	PART
economy-7632	8	8	examine	examine	VERB
economy-7632	8	9	the	the	DET
economy-7632	8	10	effects	effect	NOUN
economy-7632	8	11	of	of	ADP
economy-7632	8	12	macroeconomic	macroeconomic	ADJ
economy-7632	8	13	variables	variable	NOUN
economy-7632	8	14	(	(	PUNCT
economy-7632	8	15	economic	economic	ADJ
economy-7632	8	16	growth	growth	NOUN
economy-7632	8	17	,	,	PUNCT
economy-7632	8	18	lending	lending	NOUN
economy-7632	8	19	rate	rate	NOUN
economy-7632	8	20	,	,	PUNCT
economy-7632	8	21	development	development	NOUN
economy-7632	8	22	expenditure	expenditure	NOUN
economy-7632	8	23	,	,	PUNCT
economy-7632	8	24	and	and	CCONJ
economy-7632	8	25	vat	vat	NOUN
economy-7632	8	26	)	)	PUNCT
economy-7632	8	27	on	on	ADP
economy-7632	8	28	unemployment	unemployment	NOUN
economy-7632	8	29	in	in	ADP
economy-7632	8	30	kenya	kenya	NOUN
economy-7632	8	31	and	and	CCONJ
economy-7632	8	32	provide	provide	VERB
economy-7632	8	33	empirical	empirical	ADJ
economy-7632	8	34	insights	insight	NOUN
economy-7632	8	35	for	for	ADP
economy-7632	8	36	designing	design	VERB
economy-7632	8	37	policies	policy	NOUN
economy-7632	8	38	to	to	PART
economy-7632	8	39	create	create	VERB
economy-7632	8	40	employment	employment	NOUN
economy-7632	8	41	.	.	PUNCT
economy-7632	9	1	the	the	DET
economy-7632	9	2	study	study	NOUN
economy-7632	9	3	employed	employ	VERB
economy-7632	9	4	a	a	DET
economy-7632	9	5	time	time	NOUN
economy-7632	9	6	series	series	PROPN
economy-7632	9	7	research	research	NOUN
economy-7632	9	8	design	design	NOUN
economy-7632	9	9	to	to	PART
economy-7632	9	10	assess	assess	VERB
economy-7632	9	11	how	how	SCONJ
economy-7632	9	12	changes	change	NOUN
economy-7632	9	13	in	in	ADP
economy-7632	9	14	the	the	DET
economy-7632	9	15	macroeconomic	macroeconomic	ADJ
economy-7632	9	16	variables	variable	NOUN
economy-7632	9	17	under	under	ADP
economy-7632	9	18	review	review	NOUN
economy-7632	9	19	influenced	influence	VERB
economy-7632	9	20	unemployment	unemployment	NOUN
economy-7632	9	21	.	.	PUNCT
economy-7632	10	1	the	the	DET
economy-7632	10	2	study	study	NOUN
economy-7632	10	3	adopted	adopt	VERB
economy-7632	10	4	a	a	DET
economy-7632	10	5	two	two	NUM
economy-7632	10	6	-	-	PUNCT
economy-7632	10	7	regime	regime	NOUN
economy-7632	10	8	markov	markov	NOUN
economy-7632	10	9	switching	switch	VERB
economy-7632	10	10	model	model	NOUN
economy-7632	10	11	with	with	ADP
economy-7632	10	12	all	all	DET
economy-7632	10	13	parameters	parameter	NOUN
economy-7632	10	14	switching	switch	VERB
economy-7632	10	15	on	on	ADP
economy-7632	10	16	secondary	secondary	ADJ
economy-7632	10	17	data	datum	NOUN
economy-7632	10	18	for	for	ADP
economy-7632	10	19	the	the	DET
economy-7632	10	20	period	period	NOUN
economy-7632	10	21	1991	1991	NUM
economy-7632	10	22	-	-	SYM
economy-7632	10	23	2024	2024	NUM
economy-7632	10	24	.	.	PUNCT
economy-7632	11	1	regime	regime	NOUN
economy-7632	11	2	1	1	NUM
economy-7632	11	3	represents	represent	VERB
economy-7632	11	4	a	a	DET
economy-7632	11	5	period	period	NOUN
economy-7632	11	6	of	of	ADP
economy-7632	11	7	stagnating	stagnate	VERB
economy-7632	11	8	unemployment	unemployment	NOUN
economy-7632	11	9	,	,	PUNCT
economy-7632	11	10	while	while	SCONJ
economy-7632	11	11	regime	regime	NOUN
economy-7632	11	12	2	2	NUM
economy-7632	11	13	represents	represent	VERB
economy-7632	11	14	a	a	DET
economy-7632	11	15	period	period	NOUN
economy-7632	11	16	of	of	ADP
economy-7632	11	17	trend	trend	NOUN
economy-7632	11	18	unemployment	unemployment	NOUN
economy-7632	11	19	.	.	PUNCT
economy-7632	12	1	the	the	DET
economy-7632	12	2	findings	finding	NOUN
economy-7632	12	3	established	establish	VERB
economy-7632	12	4	that	that	SCONJ
economy-7632	12	5	in	in	ADP
economy-7632	12	6	both	both	DET
economy-7632	12	7	regimes	regime	NOUN
economy-7632	12	8	,	,	PUNCT
economy-7632	12	9	while	while	SCONJ
economy-7632	12	10	economic	economic	ADJ
economy-7632	12	11	growth	growth	NOUN
economy-7632	12	12	significantly	significantly	ADV
economy-7632	12	13	reduced	reduce	VERB
economy-7632	12	14	unemployment	unemployment	NOUN
economy-7632	12	15	,	,	PUNCT
economy-7632	12	16	development	development	NOUN
economy-7632	12	17	expenditure	expenditure	NOUN
economy-7632	12	18	was	be	AUX
economy-7632	12	19	found	find	VERB
economy-7632	12	20	to	to	PART
economy-7632	12	21	significantly	significantly	ADV
economy-7632	12	22	increase	increase	VERB
economy-7632	12	23	unemployment	unemployment	NOUN
economy-7632	12	24	.	.	PUNCT
economy-7632	13	1	conversely	conversely	ADV
economy-7632	13	2	,	,	PUNCT
economy-7632	13	3	the	the	DET
economy-7632	13	4	lending	lending	NOUN
economy-7632	13	5	rate	rate	NOUN
economy-7632	13	6	reduced	reduce	VERB
economy-7632	13	7	unemployment	unemployment	NOUN
economy-7632	13	8	,	,	PUNCT
economy-7632	13	9	but	but	CCONJ
economy-7632	13	10	the	the	DET
economy-7632	13	11	effect	effect	NOUN
economy-7632	13	12	was	be	AUX
economy-7632	13	13	only	only	ADV
economy-7632	13	14	significant	significant	ADJ
economy-7632	13	15	in	in	ADP
economy-7632	13	16	regime	regime	NOUN
economy-7632	13	17	2	2	NUM
economy-7632	13	18	.	.	PUNCT
economy-7632	13	19	similarly	similarly	ADV
economy-7632	13	20	,	,	PUNCT
economy-7632	13	21	vat	vat	NOUN
economy-7632	13	22	significantly	significantly	ADV
economy-7632	13	23	increased	increase	VERB
economy-7632	13	24	unemployment	unemployment	NOUN
economy-7632	13	25	only	only	ADV
economy-7632	13	26	in	in	ADP
economy-7632	13	27	regime	regime	NOUN
economy-7632	13	28	2	2	NUM
economy-7632	13	29	.	.	PUNCT
economy-7632	14	1	the	the	DET
economy-7632	14	2	findings	finding	NOUN
economy-7632	14	3	imply	imply	VERB
economy-7632	14	4	that	that	SCONJ
economy-7632	14	5	policymakers	policymaker	NOUN
economy-7632	14	6	should	should	AUX
economy-7632	14	7	promote	promote	VERB
economy-7632	14	8	sustainable	sustainable	ADJ
economy-7632	14	9	and	and	CCONJ
economy-7632	14	10	inclusive	inclusive	ADJ
economy-7632	14	11	growth	growth	NOUN
economy-7632	14	12	,	,	PUNCT
economy-7632	14	13	while	while	SCONJ
economy-7632	14	14	strategically	strategically	ADV
economy-7632	14	15	allocating	allocate	VERB
economy-7632	14	16	development	development	NOUN
economy-7632	14	17	funds	fund	NOUN
economy-7632	14	18	to	to	ADP
economy-7632	14	19	sectors	sector	NOUN
economy-7632	14	20	that	that	PRON
economy-7632	14	21	are	be	AUX
economy-7632	14	22	labor	labor	NOUN
economy-7632	14	23	-	-	PUNCT
economy-7632	14	24	intensive	intensive	ADJ
economy-7632	14	25	and	and	CCONJ
economy-7632	14	26	have	have	VERB
economy-7632	14	27	high	high	ADJ
economy-7632	14	28	employment	employment	NOUN
economy-7632	14	29	potential	potential	NOUN
economy-7632	14	30	to	to	PART
economy-7632	14	31	create	create	VERB
economy-7632	14	32	more	more	ADJ
economy-7632	14	33	employment	employment	NOUN
economy-7632	14	34	opportunities	opportunity	NOUN
economy-7632	14	35	and	and	CCONJ
economy-7632	14	36	reduce	reduce	VERB
economy-7632	14	37	unemployment	unemployment	NOUN
economy-7632	14	38	.	.	PUNCT
economy-7632	15	1	additionally	additionally	ADV
economy-7632	15	2	,	,	PUNCT
economy-7632	15	3	they	they	PRON
economy-7632	15	4	should	should	AUX
economy-7632	15	5	enhance	enhance	VERB
economy-7632	15	6	access	access	NOUN
economy-7632	15	7	to	to	ADP
economy-7632	15	8	credit	credit	NOUN
economy-7632	15	9	and	and	CCONJ
economy-7632	15	10	consider	consider	VERB
economy-7632	15	11	targeted	target	VERB
economy-7632	15	12	vat	vat	NOUN
economy-7632	15	13	reforms	reform	NOUN
economy-7632	15	14	,	,	PUNCT
economy-7632	15	15	such	such	ADJ
economy-7632	15	16	as	as	ADP
economy-7632	15	17	exemptions	exemption	NOUN
economy-7632	15	18	or	or	CCONJ
economy-7632	15	19	reductions	reduction	NOUN
economy-7632	15	20	of	of	ADP
economy-7632	15	21	vat	vat	NOUN
economy-7632	15	22	rates	rate	NOUN
economy-7632	15	23	,	,	PUNCT
economy-7632	15	24	especially	especially	ADV
economy-7632	15	25	during	during	ADP
economy-7632	15	26	periods	period	NOUN
economy-7632	15	27	of	of	ADP
economy-7632	15	28	trend	trend	NOUN
economy-7632	15	29	unemployment	unemployment	NOUN
economy-7632	15	30	.	.	PUNCT
economy-7632	16	1	keywords	keyword	NOUN
economy-7632	16	2	:	:	PUNCT
economy-7632	16	3	kenya	kenya	PROPN
economy-7632	16	4	,	,	PUNCT
economy-7632	16	5	macroeconomic	macroeconomic	ADJ
economy-7632	16	6	variables	variable	NOUN
economy-7632	16	7	,	,	PUNCT
economy-7632	16	8	unemployment	unemployment	NOUN
economy-7632	16	9	,	,	PUNCT
economy-7632	16	10	markov	markov	NOUN
economy-7632	16	11	switching	switching	NOUN
economy-7632	16	12	model	model	NOUN
economy-7632	16	13	,	,	PUNCT
economy-7632	16	14	regimes	regime	NOUN
economy-7632	16	15	,	,	PUNCT
economy-7632	16	16	time	time	NOUN
economy-7632	16	17	series	series	PROPN
economy-7632	16	18	design	design	PROPN
economy-7632	16	19	,	,	PUNCT
economy-7632	16	20	keynesian	keynesian	ADJ
economy-7632	16	21	theory	theory	NOUN
economy-7632	16	22	.	.	PUNCT
economy-7632	17	1	citation	citation	NOUN
economy-7632	17	2	|	|	ADV
economy-7632	17	3	anyango	anyango	NOUN
economy-7632	17	4	,	,	PUNCT
economy-7632	17	5	p.	p.	NOUN
economy-7632	17	6	,	,	PUNCT
economy-7632	17	7	ombok	ombok	PROPN
economy-7632	17	8	,	,	PUNCT
economy-7632	17	9	m.	m.	NOUN
economy-7632	17	10	,	,	PUNCT
economy-7632	17	11	troon	troon	PROPN
economy-7632	17	12	,	,	PUNCT
economy-7632	17	13	b.	b.	PROPN
economy-7632	17	14	,	,	PUNCT
economy-7632	17	15	&	&	CCONJ
economy-7632	17	16	maokomba	maokomba	ADV
economy-7632	17	17	,	,	PUNCT
economy-7632	17	18	c.	c.	PROPN
economy-7632	17	19	(	(	PUNCT
economy-7632	17	20	2025	2025	NUM
economy-7632	17	21	)	)	PUNCT
economy-7632	17	22	.	.	PUNCT
economy-7632	18	1	effects	effect	NOUN
economy-7632	18	2	of	of	ADP
economy-7632	18	3	macroeconomic	macroeconomic	ADJ
economy-7632	18	4	variables	variable	NOUN
economy-7632	18	5	on	on	ADP
economy-7632	18	6	unemployment	unemployment	NOUN
economy-7632	18	7	in	in	ADP
economy-7632	18	8	kenya	kenya	PROPN
economy-7632	18	9	.	.	PUNCT
economy-7632	19	1	economy	economy	NOUN
economy-7632	19	2	,	,	PUNCT
economy-7632	19	3	12(2	12(2	NUM
economy-7632	19	4	)	)	PUNCT
economy-7632	19	5	,	,	PUNCT
economy-7632	19	6	146–155	146–155	NUM
economy-7632	19	7	.	.	PUNCT
economy-7632	20	1	10.20448	10.20448	NUM
economy-7632	20	2	/	/	SYM
economy-7632	20	3	economy.v12i2.7632	economy.v12i2.7632	NOUN
economy-7632	20	4	history	history	NOUN
economy-7632	20	5	:	:	PUNCT
economy-7632	20	6	received	receive	VERB
economy-7632	20	7	:	:	PUNCT
economy-7632	20	8	24	24	NUM
economy-7632	20	9	september	september	PROPN
economy-7632	20	10	2025	2025	NUM
economy-7632	20	11	revised	revise	VERB
economy-7632	20	12	:	:	PUNCT
economy-7632	20	13	15	15	NUM
economy-7632	20	14	october	october	NOUN
economy-7632	20	15	2025	2025	NUM
economy-7632	20	16	accepted	accept	VERB
economy-7632	20	17	:	:	PUNCT
economy-7632	20	18	20	20	NUM
economy-7632	20	19	october	october	NOUN
economy-7632	20	20	2025	2025	NUM
economy-7632	20	21	published	publish	VERB
economy-7632	20	22	:	:	PUNCT
economy-7632	20	23	31	31	NUM
economy-7632	20	24	october	october	PROPN
economy-7632	20	25	2025	2025	NUM
economy-7632	20	26	licensed	license	VERB
economy-7632	20	27	:	:	PUNCT
economy-7632	20	28	this	this	DET
economy-7632	20	29	work	work	NOUN
economy-7632	20	30	is	be	AUX
economy-7632	20	31	licensed	license	VERB
economy-7632	20	32	under	under	ADP
economy-7632	20	33	a	a	DET
economy-7632	20	34	creative	creative	ADJ
economy-7632	20	35	commons	common	NOUN
economy-7632	20	36	attribution	attribution	NOUN
economy-7632	20	37	4.0	4.0	NUM
economy-7632	20	38	license	license	NOUN
economy-7632	20	39	publisher	publisher	NOUN
economy-7632	20	40	:	:	PUNCT
economy-7632	20	41	asian	asian	ADJ
economy-7632	20	42	online	online	PROPN
economy-7632	20	43	journal	journal	PROPN
economy-7632	20	44	publishing	publishing	PROPN
economy-7632	20	45	group	group	PROPN
economy-7632	20	46	funding	funding	NOUN
economy-7632	20	47	:	:	PUNCT
economy-7632	20	48	this	this	DET
economy-7632	20	49	study	study	NOUN
economy-7632	20	50	received	receive	VERB
economy-7632	20	51	no	no	DET
economy-7632	20	52	specific	specific	ADJ
economy-7632	20	53	financial	financial	ADJ
economy-7632	20	54	support	support	NOUN
economy-7632	20	55	.	.	PUNCT
economy-7632	21	1	institutional	institutional	ADJ
economy-7632	21	2	review	review	PROPN
economy-7632	21	3	board	board	NOUN
economy-7632	21	4	statement	statement	NOUN
economy-7632	21	5	:	:	PUNCT
economy-7632	21	6	not	not	PART
economy-7632	21	7	applicable	applicable	ADJ
economy-7632	21	8	.	.	PUNCT
economy-7632	22	1	transparency	transparency	NOUN
economy-7632	22	2	:	:	PUNCT
economy-7632	22	3	the	the	DET
economy-7632	22	4	authors	author	NOUN
economy-7632	22	5	confirm	confirm	VERB
economy-7632	22	6	that	that	SCONJ
economy-7632	22	7	the	the	DET
economy-7632	22	8	manuscript	manuscript	NOUN
economy-7632	22	9	is	be	AUX
economy-7632	22	10	an	an	DET
economy-7632	22	11	honest	honest	ADJ
economy-7632	22	12	,	,	PUNCT
economy-7632	22	13	accurate	accurate	ADJ
economy-7632	22	14	,	,	PUNCT
economy-7632	22	15	and	and	CCONJ
economy-7632	22	16	transparent	transparent	ADJ
economy-7632	22	17	account	account	NOUN
economy-7632	22	18	of	of	ADP
economy-7632	22	19	the	the	DET
economy-7632	22	20	study	study	NOUN
economy-7632	22	21	;	;	PUNCT
economy-7632	22	22	that	that	SCONJ
economy-7632	22	23	no	no	DET
economy-7632	22	24	vital	vital	ADJ
economy-7632	22	25	features	feature	NOUN
economy-7632	22	26	of	of	ADP
economy-7632	22	27	the	the	DET
economy-7632	22	28	study	study	NOUN
economy-7632	22	29	have	have	AUX
economy-7632	22	30	been	be	AUX
economy-7632	22	31	omitted	omit	VERB
economy-7632	22	32	;	;	PUNCT
economy-7632	22	33	and	and	CCONJ
economy-7632	22	34	that	that	SCONJ
economy-7632	22	35	any	any	DET
economy-7632	22	36	discrepancies	discrepancy	NOUN
economy-7632	22	37	from	from	ADP
economy-7632	22	38	the	the	DET
economy-7632	22	39	study	study	NOUN
economy-7632	22	40	as	as	SCONJ
economy-7632	22	41	planned	plan	VERB
economy-7632	22	42	have	have	AUX
economy-7632	22	43	been	be	AUX
economy-7632	22	44	explained	explain	VERB
economy-7632	22	45	.	.	PUNCT
economy-7632	23	1	this	this	DET
economy-7632	23	2	study	study	NOUN
economy-7632	23	3	followed	follow	VERB
economy-7632	23	4	all	all	DET
economy-7632	23	5	ethical	ethical	ADJ
economy-7632	23	6	practices	practice	NOUN
economy-7632	23	7	during	during	ADP
economy-7632	23	8	writing	writing	NOUN
economy-7632	23	9	.	.	PUNCT
economy-7632	24	1	competing	compete	VERB
economy-7632	24	2	interests	interest	NOUN
economy-7632	24	3	:	:	PUNCT
economy-7632	24	4	the	the	DET
economy-7632	24	5	authors	author	NOUN
economy-7632	24	6	declare	declare	VERB
economy-7632	24	7	that	that	SCONJ
economy-7632	24	8	they	they	PRON
economy-7632	24	9	have	have	VERB
economy-7632	24	10	no	no	DET
economy-7632	24	11	competing	compete	VERB
economy-7632	24	12	interests	interest	NOUN
economy-7632	24	13	.	.	PUNCT
economy-7632	25	1	authors	author	NOUN
economy-7632	25	2	’	'	PUNCT
economy-7632	25	3	contributions	contribution	NOUN
economy-7632	25	4	:	:	PUNCT
economy-7632	25	5	all	all	DET
economy-7632	25	6	authors	author	NOUN
economy-7632	25	7	contributed	contribute	VERB
economy-7632	25	8	equally	equally	ADV
economy-7632	25	9	to	to	ADP
economy-7632	25	10	the	the	DET
economy-7632	25	11	conception	conception	NOUN
economy-7632	25	12	and	and	CCONJ
economy-7632	25	13	design	design	NOUN
economy-7632	25	14	of	of	ADP
economy-7632	25	15	the	the	DET
economy-7632	25	16	study	study	NOUN
economy-7632	25	17	.	.	PUNCT
economy-7632	26	1	all	all	DET
economy-7632	26	2	authors	author	NOUN
economy-7632	26	3	have	have	AUX
economy-7632	26	4	read	read	VERB
economy-7632	26	5	and	and	CCONJ
economy-7632	26	6	agreed	agree	VERB
economy-7632	26	7	to	to	ADP
economy-7632	26	8	the	the	DET
economy-7632	26	9	published	publish	VERB
economy-7632	26	10	version	version	NOUN
economy-7632	26	11	of	of	ADP
economy-7632	26	12	the	the	DET
economy-7632	26	13	manuscript	manuscript	NOUN
economy-7632	26	14	.	.	PUNCT
economy-7632	27	1	contents	content	NOUN
economy-7632	27	2	1	1	NUM
economy-7632	27	3	.	.	PUNCT
economy-7632	28	1	introduction	introduction	NOUN
economy-7632	28	2	....................................................................................................................................................................................	....................................................................................................................................................................................	VERB
economy-7632	28	3	147	147	NUM
economy-7632	28	4	2	2	NUM
economy-7632	28	5	.	.	PUNCT
economy-7632	28	6	literature	literature	PROPN
economy-7632	28	7	review	review	PROPN
economy-7632	28	8	..........................................................................................................................................................................	..........................................................................................................................................................................	PUNCT
economy-7632	29	1	148	148	NUM
economy-7632	29	2	3	3	NUM
economy-7632	29	3	.	.	PUNCT
economy-7632	29	4	methodology	methodology	NOUN
economy-7632	29	5	...................................................................................................................................................................................	...................................................................................................................................................................................	PROPN
economy-7632	30	1	150	150	NUM
economy-7632	30	2	4	4	NUM
economy-7632	30	3	.	.	PUNCT
economy-7632	30	4	results	result	NOUN
economy-7632	30	5	and	and	CCONJ
economy-7632	30	6	discussion	discussion	NOUN
economy-7632	30	7	.................................................................................................................................................................	.................................................................................................................................................................	PUNCT
economy-7632	31	1	151	151	NUM
economy-7632	31	2	5	5	NUM
economy-7632	31	3	.	.	PUNCT
economy-7632	31	4	discussion	discussion	NOUN
economy-7632	31	5	........................................................................................................................................................................................	........................................................................................................................................................................................	PUNCT
economy-7632	32	1	153	153	NUM
economy-7632	32	2	6	6	NUM
economy-7632	32	3	.	.	PUNCT
economy-7632	32	4	conclusions	conclusion	NOUN
economy-7632	32	5	.....................................................................................................................................................................................	.....................................................................................................................................................................................	PUNCT
economy-7632	33	1	154	154	NUM
economy-7632	33	2	7	7	NUM
economy-7632	33	3	.	.	PUNCT
economy-7632	33	4	recommendations	recommendation	NOUN
economy-7632	33	5	..........................................................................................................................................................................	..........................................................................................................................................................................	PUNCT
economy-7632	34	1	154	154	NUM
economy-7632	34	2	references	reference	NOUN
economy-7632	34	3	............................................................................................................................................................................................	............................................................................................................................................................................................	PUNCT
economy-7632	35	1	154	154	NUM
economy-7632	35	2	mailto:anyangopenina2018@gmail.com	mailto:anyangopenina2018@gmail.com	X
economy-7632	35	3	mailto:ombokmaurice74@gmail.com	mailto:ombokmaurice74@gmail.com	PROPN
economy-7632	35	4	mailto:troonbenedict@gmail.com	mailto:troonbenedict@gmail.com	PROPN
economy-7632	35	5	mailto:maokomba@mmarau.ac.ke	mailto:maokomba@mmarau.ac.ke	PROPN
economy-7632	35	6	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
economy-7632	35	7	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
economy-7632	35	8	https://www.doi.org/10.20448/economy.v12i2.7632	https://www.doi.org/10.20448/economy.v12i2.7632	PROPN
economy-7632	35	9	https://orcid.org/0000-0002-3226-7821	https://orcid.org/0000-0002-3226-7821	VERB
economy-7632	35	10	https://orcid.org/0009-0004-3150-6386	https://orcid.org/0009-0004-3150-6386	NOUN
economy-7632	35	11	economy	economy	NOUN
economy-7632	35	12	,	,	PUNCT
economy-7632	35	13	2025	2025	NUM
economy-7632	35	14	,	,	PUNCT
economy-7632	35	15	12(2	12(2	NUM
economy-7632	35	16	):	):	PUNCT
economy-7632	35	17	146	146	NUM
economy-7632	35	18	-	-	SYM
economy-7632	35	19	155	155	NUM
economy-7632	35	20	147	147	NUM
economy-7632	35	21	©	©	ADP
economy-7632	35	22	2025	2025	NUM
economy-7632	35	23	by	by	ADP
economy-7632	35	24	the	the	DET
economy-7632	35	25	authors	author	NOUN
economy-7632	35	26	;	;	PUNCT
economy-7632	35	27	licensee	licensee	PROPN
economy-7632	35	28	asian	asian	ADJ
economy-7632	35	29	online	online	PROPN
economy-7632	35	30	journal	journal	PROPN
economy-7632	35	31	publishing	publishing	NOUN
economy-7632	35	32	group	group	NOUN
economy-7632	35	33	contribution	contribution	NOUN
economy-7632	35	34	of	of	ADP
economy-7632	35	35	this	this	DET
economy-7632	35	36	paper	paper	NOUN
economy-7632	35	37	to	to	ADP
economy-7632	35	38	the	the	DET
economy-7632	35	39	literature	literature	NOUN
economy-7632	35	40	this	this	DET
economy-7632	35	41	paper	paper	NOUN
economy-7632	35	42	contributes	contribute	VERB
economy-7632	35	43	to	to	ADP
economy-7632	35	44	the	the	DET
economy-7632	35	45	existing	exist	VERB
economy-7632	35	46	literature	literature	NOUN
economy-7632	35	47	by	by	ADP
economy-7632	35	48	utilizing	utilize	VERB
economy-7632	35	49	the	the	DET
economy-7632	35	50	markov	markov	NOUN
economy-7632	35	51	switching	switch	VERB
economy-7632	35	52	model	model	NOUN
economy-7632	35	53	to	to	PART
economy-7632	35	54	examine	examine	VERB
economy-7632	35	55	the	the	DET
economy-7632	35	56	effects	effect	NOUN
economy-7632	35	57	of	of	ADP
economy-7632	35	58	macroeconomic	macroeconomic	ADJ
economy-7632	35	59	variables	variable	NOUN
economy-7632	35	60	on	on	ADP
economy-7632	35	61	unemployment	unemployment	NOUN
economy-7632	35	62	in	in	ADP
economy-7632	35	63	kenya	kenya	PROPN
economy-7632	35	64	.	.	PUNCT
economy-7632	36	1	this	this	DET
economy-7632	36	2	study	study	NOUN
economy-7632	36	3	narrows	narrow	VERB
economy-7632	36	4	its	its	PRON
economy-7632	36	5	focus	focus	NOUN
economy-7632	36	6	to	to	ADP
economy-7632	36	7	vat	vat	NOUN
economy-7632	36	8	,	,	PUNCT
economy-7632	36	9	development	development	NOUN
economy-7632	36	10	expenditure	expenditure	NOUN
economy-7632	36	11	,	,	PUNCT
economy-7632	36	12	and	and	CCONJ
economy-7632	36	13	lending	lending	NOUN
economy-7632	36	14	rates	rate	NOUN
economy-7632	36	15	,	,	PUNCT
economy-7632	36	16	in	in	ADP
economy-7632	36	17	contrast	contrast	NOUN
economy-7632	36	18	to	to	ADP
economy-7632	36	19	previous	previous	ADJ
economy-7632	36	20	studies	study	NOUN
economy-7632	36	21	that	that	PRON
economy-7632	36	22	examined	examine	VERB
economy-7632	36	23	broader	broad	ADJ
economy-7632	36	24	indicators	indicator	NOUN
economy-7632	36	25	such	such	ADJ
economy-7632	36	26	as	as	ADP
economy-7632	36	27	taxation	taxation	NOUN
economy-7632	36	28	,	,	PUNCT
economy-7632	36	29	government	government	NOUN
economy-7632	36	30	expenditure	expenditure	NOUN
economy-7632	36	31	,	,	PUNCT
economy-7632	36	32	and	and	CCONJ
economy-7632	36	33	general	general	ADJ
economy-7632	36	34	interest	interest	NOUN
economy-7632	36	35	rates	rate	NOUN
economy-7632	36	36	.	.	PUNCT
economy-7632	37	1	1	1	X
economy-7632	37	2	.	.	X
economy-7632	37	3	introduction	introduction	NOUN
economy-7632	37	4	unemployment	unemployment	NOUN
economy-7632	37	5	remains	remain	VERB
economy-7632	37	6	a	a	DET
economy-7632	37	7	persistent	persistent	ADJ
economy-7632	37	8	global	global	ADJ
economy-7632	37	9	challenge	challenge	NOUN
economy-7632	37	10	and	and	CCONJ
economy-7632	37	11	a	a	DET
economy-7632	37	12	key	key	ADJ
economy-7632	37	13	concern	concern	NOUN
economy-7632	37	14	for	for	ADP
economy-7632	37	15	policymakers	policymaker	NOUN
economy-7632	37	16	.	.	PUNCT
economy-7632	38	1	in	in	ADP
economy-7632	38	2	tracking	track	VERB
economy-7632	38	3	progress	progress	NOUN
economy-7632	38	4	towards	towards	ADP
economy-7632	38	5	achieving	achieve	VERB
economy-7632	38	6	sdg	sdg	NOUN
economy-7632	38	7	goal	goal	NOUN
economy-7632	38	8	8	8	NUM
economy-7632	38	9	,	,	PUNCT
economy-7632	38	10	specific	specific	ADJ
economy-7632	38	11	thresholds	threshold	NOUN
economy-7632	38	12	have	have	AUX
economy-7632	38	13	been	be	AUX
economy-7632	38	14	established	establish	VERB
economy-7632	38	15	.	.	PUNCT
economy-7632	39	1	the	the	DET
economy-7632	39	2	target	target	NOUN
economy-7632	39	3	is	be	AUX
economy-7632	39	4	considered	consider	VERB
economy-7632	39	5	met	meet	VERB
economy-7632	39	6	if	if	SCONJ
economy-7632	39	7	the	the	DET
economy-7632	39	8	unemployment	unemployment	NOUN
economy-7632	39	9	rate	rate	NOUN
economy-7632	39	10	is	be	AUX
economy-7632	39	11	3	3	NUM
economy-7632	39	12	%	%	NOUN
economy-7632	39	13	or	or	CCONJ
economy-7632	39	14	less	less	ADJ
economy-7632	39	15	(	(	PUNCT
economy-7632	39	16	united	united	PROPN
economy-7632	39	17	nations	nations	PROPN
economy-7632	39	18	,	,	PUNCT
economy-7632	39	19	2022	2022	NUM
economy-7632	39	20	)	)	PUNCT
economy-7632	39	21	.	.	PUNCT
economy-7632	40	1	however	however	ADV
economy-7632	40	2	,	,	PUNCT
economy-7632	40	3	sodergren	sodergren	PROPN
economy-7632	40	4	,	,	PUNCT
economy-7632	40	5	kettler	kettler	NOUN
economy-7632	40	6	,	,	PUNCT
economy-7632	40	7	sulak	sulak	PROPN
economy-7632	40	8	,	,	PUNCT
economy-7632	40	9	and	and	CCONJ
economy-7632	40	10	payne	payne	PROPN
economy-7632	40	11	(	(	PUNCT
economy-7632	40	12	2023	2023	NUM
economy-7632	40	13	)	)	PUNCT
economy-7632	40	14	report	report	NOUN
economy-7632	40	15	that	that	SCONJ
economy-7632	40	16	this	this	DET
economy-7632	40	17	target	target	NOUN
economy-7632	40	18	remains	remain	VERB
economy-7632	40	19	unmet	unmet	NOUN
economy-7632	40	20	both	both	CCONJ
economy-7632	40	21	globally	globally	ADV
economy-7632	40	22	and	and	CCONJ
economy-7632	40	23	across	across	ADP
economy-7632	40	24	all	all	DET
economy-7632	40	25	regions	region	NOUN
economy-7632	40	26	.	.	PUNCT
economy-7632	41	1	although	although	SCONJ
economy-7632	41	2	the	the	DET
economy-7632	41	3	global	global	ADJ
economy-7632	41	4	unemployment	unemployment	NOUN
economy-7632	41	5	rate	rate	NOUN
economy-7632	41	6	appears	appear	VERB
economy-7632	41	7	to	to	PART
economy-7632	41	8	be	be	AUX
economy-7632	41	9	low	low	ADJ
economy-7632	41	10	,	,	PUNCT
economy-7632	41	11	significant	significant	ADJ
economy-7632	41	12	regional	regional	ADJ
economy-7632	41	13	disparities	disparity	NOUN
economy-7632	41	14	exist	exist	VERB
economy-7632	41	15	.	.	PUNCT
economy-7632	42	1	asia	asia	PROPN
economy-7632	42	2	and	and	CCONJ
economy-7632	42	3	the	the	DET
economy-7632	42	4	pacific	pacific	PROPN
economy-7632	42	5	are	be	AUX
economy-7632	42	6	relatively	relatively	ADV
economy-7632	42	7	close	close	ADJ
economy-7632	42	8	to	to	ADP
economy-7632	42	9	achieving	achieve	VERB
economy-7632	42	10	the	the	DET
economy-7632	42	11	target	target	NOUN
economy-7632	42	12	,	,	PUNCT
economy-7632	42	13	while	while	SCONJ
economy-7632	42	14	the	the	DET
economy-7632	42	15	arab	arab	ADJ
economy-7632	42	16	states	states	PROPN
economy-7632	42	17	and	and	CCONJ
economy-7632	42	18	africa	africa	PROPN
economy-7632	42	19	lag	lag	VERB
economy-7632	42	20	far	far	ADV
economy-7632	42	21	behind	behind	ADV
economy-7632	42	22	due	due	ADP
economy-7632	42	23	to	to	ADP
economy-7632	42	24	high	high	ADJ
economy-7632	42	25	and	and	CCONJ
economy-7632	42	26	increasing	increase	VERB
economy-7632	42	27	unemployment	unemployment	NOUN
economy-7632	42	28	,	,	PUNCT
economy-7632	42	29	as	as	SCONJ
economy-7632	42	30	shown	show	VERB
economy-7632	42	31	in	in	ADP
economy-7632	42	32	figure	figure	NOUN
economy-7632	42	33	1	1	NUM
economy-7632	42	34	.	.	PUNCT
economy-7632	42	35	figure	figure	NOUN
economy-7632	42	36	1	1	NUM
economy-7632	42	37	.	.	PUNCT
economy-7632	42	38	trends	trend	NOUN
economy-7632	42	39	of	of	ADP
economy-7632	42	40	global	global	ADJ
economy-7632	42	41	and	and	CCONJ
economy-7632	42	42	regional	regional	ADJ
economy-7632	42	43	unemployment	unemployment	NOUN
economy-7632	42	44	rates	rate	NOUN
economy-7632	42	45	.	.	PUNCT
economy-7632	43	1	source	source	NOUN
economy-7632	43	2	:	:	PUNCT
economy-7632	43	3	ilo	ilo	PROPN
economy-7632	43	4	database	database	NOUN
economy-7632	43	5	.	.	PUNCT
economy-7632	44	1	since	since	SCONJ
economy-7632	44	2	independence	independence	NOUN
economy-7632	44	3	,	,	PUNCT
economy-7632	44	4	some	some	PRON
economy-7632	44	5	of	of	ADP
economy-7632	44	6	the	the	DET
economy-7632	44	7	interventions	intervention	NOUN
economy-7632	44	8	undertaken	undertake	VERB
economy-7632	44	9	by	by	ADP
economy-7632	44	10	kenya	kenya	PROPN
economy-7632	44	11	to	to	PART
economy-7632	44	12	address	address	VERB
economy-7632	44	13	unemployment	unemployment	NOUN
economy-7632	44	14	included	include	VERB
economy-7632	44	15	shortterm	shortterm	PROPN
economy-7632	44	16	employment	employment	NOUN
economy-7632	44	17	interventions	intervention	NOUN
economy-7632	44	18	,	,	PUNCT
economy-7632	44	19	such	such	ADJ
economy-7632	44	20	as	as	ADP
economy-7632	44	21	public	public	ADJ
economy-7632	44	22	works	work	NOUN
economy-7632	44	23	programs	program	NOUN
economy-7632	44	24	and	and	CCONJ
economy-7632	44	25	targeted	target	VERB
economy-7632	44	26	youth	youth	NOUN
economy-7632	44	27	funds	fund	NOUN
economy-7632	44	28	,	,	PUNCT
economy-7632	44	29	while	while	SCONJ
economy-7632	44	30	medium	medium	ADJ
economy-7632	44	31	-	-	PUNCT
economy-7632	44	32	term	term	NOUN
economy-7632	44	33	strategies	strategy	NOUN
economy-7632	44	34	focused	focus	VERB
economy-7632	44	35	on	on	ADP
economy-7632	44	36	sectoral	sectoral	ADJ
economy-7632	44	37	policy	policy	NOUN
economy-7632	44	38	reforms	reform	NOUN
economy-7632	44	39	.	.	PUNCT
economy-7632	45	1	these	these	PRON
economy-7632	45	2	were	be	AUX
economy-7632	45	3	complemented	complement	VERB
economy-7632	45	4	by	by	ADP
economy-7632	45	5	broader	broad	ADJ
economy-7632	45	6	macroeconomic	macroeconomic	ADJ
economy-7632	45	7	initiatives	initiative	NOUN
economy-7632	45	8	to	to	PART
economy-7632	45	9	modernize	modernize	VERB
economy-7632	45	10	agriculture	agriculture	NOUN
economy-7632	45	11	,	,	PUNCT
economy-7632	45	12	boost	boost	VERB
economy-7632	45	13	industrialization	industrialization	NOUN
economy-7632	45	14	,	,	PUNCT
economy-7632	45	15	and	and	CCONJ
economy-7632	45	16	improve	improve	VERB
economy-7632	45	17	labour	labour	NOUN
economy-7632	45	18	market	market	NOUN
economy-7632	45	19	efficiency	efficiency	NOUN
economy-7632	45	20	through	through	ADP
economy-7632	45	21	education	education	NOUN
economy-7632	45	22	and	and	CCONJ
economy-7632	45	23	regulatory	regulatory	ADJ
economy-7632	45	24	updates	update	NOUN
economy-7632	45	25	(	(	PUNCT
economy-7632	45	26	omondi	omondi	ADJ
economy-7632	45	27	,	,	PUNCT
economy-7632	45	28	2013	2013	NUM
economy-7632	45	29	)	)	PUNCT
economy-7632	45	30	.	.	PUNCT
economy-7632	46	1	despite	despite	SCONJ
economy-7632	46	2	adopting	adopt	VERB
economy-7632	46	3	these	these	DET
economy-7632	46	4	interventions	intervention	NOUN
economy-7632	46	5	,	,	PUNCT
economy-7632	46	6	kenya	kenya	PROPN
economy-7632	46	7	experienced	experience	VERB
economy-7632	46	8	a	a	DET
economy-7632	46	9	sharp	sharp	ADJ
economy-7632	46	10	and	and	CCONJ
economy-7632	46	11	unexplained	unexplained	ADJ
economy-7632	46	12	increase	increase	NOUN
economy-7632	46	13	in	in	ADP
economy-7632	46	14	the	the	DET
economy-7632	46	15	unemployment	unemployment	NOUN
economy-7632	46	16	rate	rate	NOUN
economy-7632	46	17	since	since	SCONJ
economy-7632	46	18	2017	2017	NUM
economy-7632	46	19	,	,	PUNCT
economy-7632	46	20	which	which	PRON
economy-7632	46	21	peaked	peak	VERB
economy-7632	46	22	in	in	ADP
economy-7632	46	23	2021	2021	NUM
economy-7632	46	24	as	as	SCONJ
economy-7632	46	25	shown	show	VERB
economy-7632	46	26	in	in	ADP
economy-7632	46	27	figure	figure	NOUN
economy-7632	46	28	2	2	NUM
economy-7632	46	29	.	.	PUNCT
economy-7632	46	30	figure	figure	NOUN
economy-7632	46	31	2	2	NUM
economy-7632	46	32	.	.	NOUN
economy-7632	46	33	trend	trend	NOUN
economy-7632	46	34	of	of	ADP
economy-7632	46	35	kenya	kenya	PROPN
economy-7632	46	36	's	's	PART
economy-7632	46	37	unemployment	unemployment	NOUN
economy-7632	46	38	rate	rate	NOUN
economy-7632	46	39	from	from	ADP
economy-7632	46	40	1991	1991	NUM
economy-7632	46	41	to	to	ADP
economy-7632	46	42	2024	2024	NUM
economy-7632	46	43	.	.	PUNCT
economy-7632	47	1	source	source	NOUN
economy-7632	47	2	:	:	PUNCT
economy-7632	47	3	world	world	PROPN
economy-7632	47	4	bank	bank	PROPN
economy-7632	47	5	data	data	PROPN
economy-7632	47	6	bank	bank	PROPN
economy-7632	47	7	.	.	PUNCT
economy-7632	48	1	economy	economy	NOUN
economy-7632	48	2	,	,	PUNCT
economy-7632	48	3	2025	2025	NUM
economy-7632	48	4	,	,	PUNCT
economy-7632	48	5	12(2	12(2	NUM
economy-7632	48	6	):	):	PUNCT
economy-7632	48	7	146	146	NUM
economy-7632	48	8	-	-	SYM
economy-7632	48	9	155	155	NUM
economy-7632	48	10	148	148	NUM
economy-7632	48	11	©	©	ADP
economy-7632	48	12	2025	2025	NUM
economy-7632	48	13	by	by	ADP
economy-7632	48	14	the	the	DET
economy-7632	48	15	authors	author	NOUN
economy-7632	48	16	;	;	PUNCT
economy-7632	48	17	licensee	licensee	PROPN
economy-7632	48	18	asian	asian	ADJ
economy-7632	48	19	online	online	PROPN
economy-7632	48	20	journal	journal	PROPN
economy-7632	48	21	publishing	publishing	NOUN
economy-7632	48	22	group	group	NOUN
economy-7632	48	23	while	while	SCONJ
economy-7632	48	24	factors	factor	NOUN
economy-7632	48	25	like	like	ADP
economy-7632	48	26	public	public	ADJ
economy-7632	48	27	sector	sector	NOUN
economy-7632	48	28	downsizing	downsizing	NOUN
economy-7632	48	29	,	,	PUNCT
economy-7632	48	30	election	election	NOUN
economy-7632	48	31	uncertainty	uncertainty	NOUN
economy-7632	48	32	,	,	PUNCT
economy-7632	48	33	development	development	NOUN
economy-7632	48	34	plan	plan	NOUN
economy-7632	48	35	blueprints	blueprint	NOUN
economy-7632	48	36	,	,	PUNCT
economy-7632	48	37	and	and	CCONJ
economy-7632	48	38	pandemics	pandemic	NOUN
economy-7632	48	39	such	such	ADJ
economy-7632	48	40	as	as	ADP
economy-7632	48	41	covid-19	covid-19	PROPN
economy-7632	48	42	provide	provide	VERB
economy-7632	48	43	partial	partial	ADJ
economy-7632	48	44	context	context	NOUN
economy-7632	48	45	,	,	PUNCT
economy-7632	48	46	the	the	DET
economy-7632	48	47	precise	precise	ADJ
economy-7632	48	48	impact	impact	NOUN
economy-7632	48	49	of	of	ADP
economy-7632	48	50	key	key	ADJ
economy-7632	48	51	macroeconomic	macroeconomic	ADJ
economy-7632	48	52	drivers	driver	NOUN
economy-7632	48	53	on	on	ADP
economy-7632	48	54	unemployment	unemployment	NOUN
economy-7632	48	55	in	in	ADP
economy-7632	48	56	kenya	kenya	PROPN
economy-7632	48	57	remains	remain	VERB
economy-7632	48	58	unclear	unclear	ADJ
economy-7632	48	59	.	.	PUNCT
economy-7632	49	1	for	for	ADP
economy-7632	49	2	instance	instance	NOUN
economy-7632	49	3	,	,	PUNCT
economy-7632	49	4	the	the	DET
economy-7632	49	5	sharp	sharp	ADJ
economy-7632	49	6	unemployment	unemployment	NOUN
economy-7632	49	7	spike	spike	NOUN
economy-7632	49	8	between	between	ADP
economy-7632	49	9	2017	2017	NUM
economy-7632	49	10	and	and	CCONJ
economy-7632	49	11	2022	2022	NUM
economy-7632	49	12	occurred	occur	VERB
economy-7632	49	13	despite	despite	SCONJ
economy-7632	49	14	favorable	favorable	ADJ
economy-7632	49	15	macroeconomic	macroeconomic	ADJ
economy-7632	49	16	indicators	indicator	NOUN
economy-7632	49	17	;	;	PUNCT
economy-7632	49	18	rising	rise	VERB
economy-7632	49	19	development	development	NOUN
economy-7632	49	20	expenditure	expenditure	NOUN
economy-7632	49	21	,	,	PUNCT
economy-7632	49	22	stable	stable	ADJ
economy-7632	49	23	vat	vat	NOUN
economy-7632	49	24	rates	rate	NOUN
economy-7632	49	25	,	,	PUNCT
economy-7632	49	26	and	and	CCONJ
economy-7632	49	27	falling	fall	VERB
economy-7632	49	28	lending	lending	NOUN
economy-7632	49	29	rates	rate	NOUN
economy-7632	49	30	,	,	PUNCT
economy-7632	49	31	as	as	SCONJ
economy-7632	49	32	shown	show	VERB
economy-7632	49	33	in	in	ADP
economy-7632	49	34	figure	figure	NOUN
economy-7632	49	35	3	3	NUM
economy-7632	49	36	.	.	PUNCT
economy-7632	50	1	this	this	PRON
economy-7632	50	2	may	may	AUX
economy-7632	50	3	indicate	indicate	VERB
economy-7632	50	4	a	a	DET
economy-7632	50	5	disconnect	disconnect	NOUN
economy-7632	50	6	between	between	ADP
economy-7632	50	7	macroeconomic	macroeconomic	ADJ
economy-7632	50	8	performance	performance	NOUN
economy-7632	50	9	and	and	CCONJ
economy-7632	50	10	labour	labour	ADJ
economy-7632	50	11	market	market	NOUN
economy-7632	50	12	outcomes	outcome	NOUN
economy-7632	50	13	,	,	PUNCT
economy-7632	50	14	suggesting	suggest	VERB
economy-7632	50	15	deeper	deep	ADJ
economy-7632	50	16	investigations	investigation	NOUN
economy-7632	50	17	into	into	ADP
economy-7632	50	18	how	how	SCONJ
economy-7632	50	19	macroeconomic	macroeconomic	ADJ
economy-7632	50	20	variables	variable	NOUN
economy-7632	50	21	interact	interact	VERB
economy-7632	50	22	to	to	PART
economy-7632	50	23	influence	influence	VERB
economy-7632	50	24	unemployment	unemployment	NOUN
economy-7632	50	25	in	in	ADP
economy-7632	50	26	the	the	DET
economy-7632	50	27	kenyan	kenyan	ADJ
economy-7632	50	28	context	context	NOUN
economy-7632	50	29	.	.	PUNCT
economy-7632	51	1	figure	figure	VERB
economy-7632	51	2	3	3	NUM
economy-7632	51	3	.	.	NOUN
economy-7632	51	4	trend	trend	NOUN
economy-7632	51	5	of	of	ADP
economy-7632	51	6	kenya	kenya	PROPN
economy-7632	51	7	’s	’s	PART
economy-7632	51	8	unemployment	unemployment	NOUN
economy-7632	51	9	rate	rate	NOUN
economy-7632	51	10	and	and	CCONJ
economy-7632	51	11	macroeconomic	macroeconomic	ADJ
economy-7632	51	12	variables	variable	NOUN
economy-7632	51	13	under	under	ADP
economy-7632	51	14	review	review	NOUN
economy-7632	51	15	.	.	PUNCT
economy-7632	52	1	despite	despite	SCONJ
economy-7632	52	2	extensive	extensive	ADJ
economy-7632	52	3	research	research	NOUN
economy-7632	52	4	,	,	PUNCT
economy-7632	52	5	no	no	DET
economy-7632	52	6	consensus	consensus	NOUN
economy-7632	52	7	exists	exist	VERB
economy-7632	52	8	on	on	ADP
economy-7632	52	9	the	the	DET
economy-7632	52	10	precise	precise	ADJ
economy-7632	52	11	impact	impact	NOUN
economy-7632	52	12	of	of	ADP
economy-7632	52	13	the	the	DET
economy-7632	52	14	variables	variable	NOUN
economy-7632	52	15	above	above	ADV
economy-7632	52	16	on	on	ADP
economy-7632	52	17	unemployment	unemployment	NOUN
economy-7632	52	18	.	.	PUNCT
economy-7632	53	1	furthermore	furthermore	ADV
economy-7632	53	2	,	,	PUNCT
economy-7632	53	3	previous	previous	ADJ
economy-7632	53	4	studies	study	NOUN
economy-7632	53	5	have	have	AUX
economy-7632	53	6	focused	focus	VERB
economy-7632	53	7	on	on	ADP
economy-7632	53	8	broad	broad	ADJ
economy-7632	53	9	policy	policy	NOUN
economy-7632	53	10	tools	tool	NOUN
economy-7632	53	11	such	such	ADJ
economy-7632	53	12	as	as	ADP
economy-7632	53	13	overall	overall	ADJ
economy-7632	53	14	tax	tax	NOUN
economy-7632	53	15	revenue	revenue	NOUN
economy-7632	53	16	,	,	PUNCT
economy-7632	53	17	government	government	NOUN
economy-7632	53	18	expenditure	expenditure	NOUN
economy-7632	53	19	,	,	PUNCT
economy-7632	53	20	and	and	CCONJ
economy-7632	53	21	general	general	ADJ
economy-7632	53	22	interest	interest	NOUN
economy-7632	53	23	rates	rate	NOUN
economy-7632	53	24	.	.	PUNCT
economy-7632	54	1	therefore	therefore	ADV
economy-7632	54	2	,	,	PUNCT
economy-7632	54	3	this	this	DET
economy-7632	54	4	study	study	NOUN
economy-7632	54	5	fills	fill	VERB
economy-7632	54	6	the	the	DET
economy-7632	54	7	gap	gap	NOUN
economy-7632	54	8	by	by	ADP
economy-7632	54	9	providing	provide	VERB
economy-7632	54	10	a	a	DET
economy-7632	54	11	deeper	deeply	ADV
economy-7632	54	12	empirical	empirical	ADJ
economy-7632	54	13	analysis	analysis	NOUN
economy-7632	54	14	of	of	ADP
economy-7632	54	15	how	how	SCONJ
economy-7632	54	16	vat	vat	NOUN
economy-7632	54	17	,	,	PUNCT
economy-7632	54	18	development	development	NOUN
economy-7632	54	19	expenditure	expenditure	NOUN
economy-7632	54	20	,	,	PUNCT
economy-7632	54	21	and	and	CCONJ
economy-7632	54	22	the	the	DET
economy-7632	54	23	commercial	commercial	ADJ
economy-7632	54	24	lending	lending	NOUN
economy-7632	54	25	rate	rate	NOUN
economy-7632	54	26	influence	influence	NOUN
economy-7632	54	27	unemployment	unemployment	NOUN
economy-7632	54	28	trends	trend	NOUN
economy-7632	54	29	in	in	ADP
economy-7632	54	30	kenya	kenya	PROPN
economy-7632	54	31	.	.	PUNCT
economy-7632	55	1	the	the	DET
economy-7632	55	2	general	general	ADJ
economy-7632	55	3	aim	aim	NOUN
economy-7632	55	4	of	of	ADP
economy-7632	55	5	this	this	DET
economy-7632	55	6	study	study	NOUN
economy-7632	55	7	is	be	AUX
economy-7632	55	8	to	to	PART
economy-7632	55	9	determine	determine	VERB
economy-7632	55	10	the	the	DET
economy-7632	55	11	effect	effect	NOUN
economy-7632	55	12	of	of	ADP
economy-7632	55	13	the	the	DET
economy-7632	55	14	selected	select	VERB
economy-7632	55	15	macroeconomic	macroeconomic	ADJ
economy-7632	55	16	variables	variable	NOUN
economy-7632	55	17	on	on	ADP
economy-7632	55	18	unemployment	unemployment	NOUN
economy-7632	55	19	in	in	ADP
economy-7632	55	20	kenya	kenya	PROPN
economy-7632	55	21	.	.	PUNCT
economy-7632	56	1	to	to	PART
economy-7632	56	2	achieve	achieve	VERB
economy-7632	56	3	this	this	PRON
economy-7632	56	4	,	,	PUNCT
economy-7632	56	5	the	the	DET
economy-7632	56	6	study	study	NOUN
economy-7632	56	7	will	will	AUX
economy-7632	56	8	be	be	AUX
economy-7632	56	9	guided	guide	VERB
economy-7632	56	10	by	by	ADP
economy-7632	56	11	four	four	NUM
economy-7632	56	12	specific	specific	ADJ
economy-7632	56	13	objectives	objective	NOUN
economy-7632	56	14	:	:	PUNCT
economy-7632	56	15	first	first	ADV
economy-7632	56	16	,	,	PUNCT
economy-7632	56	17	to	to	PART
economy-7632	56	18	determine	determine	VERB
economy-7632	56	19	the	the	DET
economy-7632	56	20	effect	effect	NOUN
economy-7632	56	21	of	of	ADP
economy-7632	56	22	commercial	commercial	ADJ
economy-7632	56	23	lending	lending	NOUN
economy-7632	56	24	rates	rate	NOUN
economy-7632	56	25	on	on	ADP
economy-7632	56	26	unemployment	unemployment	NOUN
economy-7632	56	27	;	;	PUNCT
economy-7632	56	28	second	second	X
economy-7632	56	29	,	,	PUNCT
economy-7632	56	30	to	to	PART
economy-7632	56	31	examine	examine	VERB
economy-7632	56	32	the	the	DET
economy-7632	56	33	impact	impact	NOUN
economy-7632	56	34	of	of	ADP
economy-7632	56	35	development	development	NOUN
economy-7632	56	36	expenditure	expenditure	NOUN
economy-7632	56	37	;	;	PUNCT
economy-7632	56	38	third	third	ADV
economy-7632	56	39	,	,	PUNCT
economy-7632	56	40	to	to	PART
economy-7632	56	41	evaluate	evaluate	VERB
economy-7632	56	42	the	the	DET
economy-7632	56	43	influence	influence	NOUN
economy-7632	56	44	of	of	ADP
economy-7632	56	45	value	value	NOUN
economy-7632	56	46	added	add	VERB
economy-7632	56	47	tax	tax	NOUN
economy-7632	56	48	(	(	PUNCT
economy-7632	56	49	vat	vat	NOUN
economy-7632	56	50	)	)	PUNCT
economy-7632	56	51	;	;	PUNCT
economy-7632	56	52	and	and	CCONJ
economy-7632	56	53	finally	finally	ADV
economy-7632	56	54	,	,	PUNCT
economy-7632	56	55	to	to	PART
economy-7632	56	56	analyze	analyze	VERB
economy-7632	56	57	the	the	DET
economy-7632	56	58	effect	effect	NOUN
economy-7632	56	59	of	of	ADP
economy-7632	56	60	economic	economic	ADJ
economy-7632	56	61	growth	growth	NOUN
economy-7632	56	62	on	on	ADP
economy-7632	56	63	unemployment	unemployment	NOUN
economy-7632	56	64	trends	trend	NOUN
economy-7632	56	65	in	in	ADP
economy-7632	56	66	kenya	kenya	PROPN
economy-7632	56	67	.	.	PUNCT
economy-7632	57	1	2	2	X
economy-7632	57	2	.	.	X
economy-7632	57	3	literature	literature	NOUN
economy-7632	57	4	review	review	VERB
economy-7632	57	5	the	the	DET
economy-7632	57	6	study	study	NOUN
economy-7632	57	7	was	be	AUX
economy-7632	57	8	guided	guide	VERB
economy-7632	57	9	by	by	ADP
economy-7632	57	10	keynesian	keynesian	ADJ
economy-7632	57	11	theory	theory	NOUN
economy-7632	57	12	and	and	CCONJ
economy-7632	57	13	okun	okun	PROPN
economy-7632	57	14	’s	’s	PART
economy-7632	57	15	law	law	NOUN
economy-7632	57	16	.	.	PUNCT
economy-7632	58	1	keynesian	keynesian	ADJ
economy-7632	58	2	theory	theory	NOUN
economy-7632	58	3	postulates	postulate	VERB
economy-7632	58	4	that	that	SCONJ
economy-7632	58	5	,	,	PUNCT
economy-7632	58	6	in	in	ADP
economy-7632	58	7	the	the	DET
economy-7632	58	8	short	short	ADJ
economy-7632	58	9	run	run	NOUN
economy-7632	58	10	,	,	PUNCT
economy-7632	58	11	employment	employment	NOUN
economy-7632	58	12	is	be	AUX
economy-7632	58	13	determined	determine	VERB
economy-7632	58	14	by	by	ADP
economy-7632	58	15	effective	effective	ADJ
economy-7632	58	16	demand	demand	NOUN
economy-7632	58	17	,	,	PUNCT
economy-7632	58	18	implying	imply	VERB
economy-7632	58	19	that	that	SCONJ
economy-7632	58	20	unemployment	unemployment	NOUN
economy-7632	58	21	is	be	AUX
economy-7632	58	22	caused	cause	VERB
economy-7632	58	23	by	by	ADP
economy-7632	58	24	a	a	DET
economy-7632	58	25	deficiency	deficiency	NOUN
economy-7632	58	26	in	in	ADP
economy-7632	58	27	aggregate	aggregate	ADJ
economy-7632	58	28	demand	demand	NOUN
economy-7632	58	29	.	.	PUNCT
economy-7632	59	1	since	since	SCONJ
economy-7632	59	2	labour	labour	ADJ
economy-7632	59	3	demand	demand	NOUN
economy-7632	59	4	is	be	AUX
economy-7632	59	5	a	a	DET
economy-7632	59	6	‘	'	PUNCT
economy-7632	59	7	derived	derived	ADJ
economy-7632	59	8	’	'	PUNCT
economy-7632	59	9	demand	demand	NOUN
economy-7632	59	10	,	,	PUNCT
economy-7632	59	11	high	high	ADJ
economy-7632	59	12	unemployment	unemployment	NOUN
economy-7632	59	13	can	can	AUX
economy-7632	59	14	be	be	AUX
economy-7632	59	15	solved	solve	VERB
economy-7632	59	16	by	by	ADP
economy-7632	59	17	increasing	increase	VERB
economy-7632	59	18	the	the	DET
economy-7632	59	19	demand	demand	NOUN
economy-7632	59	20	for	for	ADP
economy-7632	59	21	goods	good	NOUN
economy-7632	59	22	through	through	ADP
economy-7632	59	23	an	an	DET
economy-7632	59	24	increase	increase	NOUN
economy-7632	59	25	in	in	ADP
economy-7632	59	26	disposable	disposable	ADJ
economy-7632	59	27	income	income	NOUN
economy-7632	59	28	,	,	PUNCT
economy-7632	59	29	a	a	DET
economy-7632	59	30	reduction	reduction	NOUN
economy-7632	59	31	in	in	ADP
economy-7632	59	32	interest	interest	NOUN
economy-7632	59	33	rates	rate	NOUN
economy-7632	59	34	,	,	PUNCT
economy-7632	59	35	and	and	CCONJ
economy-7632	59	36	increasing	increase	VERB
economy-7632	59	37	government	government	NOUN
economy-7632	59	38	spending	spending	NOUN
economy-7632	59	39	.	.	PUNCT
economy-7632	60	1	on	on	ADP
economy-7632	60	2	the	the	DET
economy-7632	60	3	other	other	ADJ
economy-7632	60	4	hand	hand	NOUN
economy-7632	60	5	,	,	PUNCT
economy-7632	60	6	okun	okun	PROPN
economy-7632	60	7	’s	’s	PART
economy-7632	60	8	law	law	NOUN
economy-7632	60	9	was	be	AUX
economy-7632	60	10	used	use	VERB
economy-7632	60	11	to	to	PART
economy-7632	60	12	investigate	investigate	VERB
economy-7632	60	13	the	the	DET
economy-7632	60	14	link	link	NOUN
economy-7632	60	15	between	between	ADP
economy-7632	60	16	the	the	DET
economy-7632	60	17	unemployment	unemployment	NOUN
economy-7632	60	18	rate	rate	NOUN
economy-7632	60	19	and	and	CCONJ
economy-7632	60	20	economic	economic	ADJ
economy-7632	60	21	growth	growth	NOUN
economy-7632	60	22	.	.	PUNCT
economy-7632	61	1	the	the	DET
economy-7632	61	2	theory	theory	NOUN
economy-7632	61	3	argues	argue	VERB
economy-7632	61	4	that	that	SCONJ
economy-7632	61	5	a	a	DET
economy-7632	61	6	3	3	NUM
economy-7632	61	7	per	per	NOUN
economy-7632	61	8	cent	cent	NOUN
economy-7632	61	9	increase	increase	NOUN
economy-7632	61	10	in	in	ADP
economy-7632	61	11	output	output	NOUN
economy-7632	61	12	reduces	reduce	VERB
economy-7632	61	13	the	the	DET
economy-7632	61	14	unemployment	unemployment	NOUN
economy-7632	61	15	rate	rate	NOUN
economy-7632	61	16	by	by	ADP
economy-7632	61	17	1	1	NUM
economy-7632	61	18	per	per	ADP
economy-7632	61	19	cent	cent	NOUN
economy-7632	61	20	.	.	PUNCT
economy-7632	62	1	2.1	2.1	NUM
economy-7632	62	2	.	.	PUNCT
economy-7632	63	1	empirical	empirical	ADJ
economy-7632	63	2	literature	literature	PROPN
economy-7632	63	3	several	several	ADJ
economy-7632	63	4	studies	study	NOUN
economy-7632	63	5	have	have	AUX
economy-7632	63	6	been	be	AUX
economy-7632	63	7	conducted	conduct	VERB
economy-7632	63	8	in	in	ADP
economy-7632	63	9	an	an	DET
economy-7632	63	10	attempt	attempt	NOUN
economy-7632	63	11	to	to	PART
economy-7632	63	12	understand	understand	VERB
economy-7632	63	13	the	the	DET
economy-7632	63	14	impacts	impact	NOUN
economy-7632	63	15	of	of	ADP
economy-7632	63	16	macroeconomic	macroeconomic	ADJ
economy-7632	63	17	variables	variable	NOUN
economy-7632	63	18	on	on	ADP
economy-7632	63	19	the	the	DET
economy-7632	63	20	unemployment	unemployment	NOUN
economy-7632	63	21	rate	rate	NOUN
economy-7632	63	22	using	use	VERB
economy-7632	63	23	different	different	ADJ
economy-7632	63	24	methodologies	methodology	NOUN
economy-7632	63	25	and	and	CCONJ
economy-7632	63	26	empirical	empirical	ADJ
economy-7632	63	27	approaches	approach	NOUN
economy-7632	63	28	.	.	PUNCT
economy-7632	64	1	2.1.1	2.1.1	X
economy-7632	64	2	.	.	X
economy-7632	64	3	lending	lending	NOUN
economy-7632	64	4	rate	rate	NOUN
economy-7632	64	5	and	and	CCONJ
economy-7632	64	6	unemployment	unemployment	NOUN
economy-7632	64	7	rate	rate	NOUN
economy-7632	64	8	lloyd	lloyd	PROPN
economy-7632	64	9	(	(	PUNCT
economy-7632	64	10	2024	2024	NUM
economy-7632	64	11	)	)	PUNCT
economy-7632	64	12	studied	study	VERB
economy-7632	64	13	the	the	DET
economy-7632	64	14	effects	effect	NOUN
economy-7632	64	15	of	of	ADP
economy-7632	64	16	inflation	inflation	NOUN
economy-7632	64	17	,	,	PUNCT
economy-7632	64	18	gdp	gdp	NOUN
economy-7632	64	19	,	,	PUNCT
economy-7632	64	20	interest	interest	NOUN
economy-7632	64	21	rate	rate	NOUN
economy-7632	64	22	,	,	PUNCT
economy-7632	64	23	and	and	CCONJ
economy-7632	64	24	policy	policy	NOUN
economy-7632	64	25	rate	rate	NOUN
economy-7632	64	26	on	on	ADP
economy-7632	64	27	unemployment	unemployment	NOUN
economy-7632	64	28	in	in	ADP
economy-7632	64	29	ghana	ghana	PROPN
economy-7632	64	30	using	use	VERB
economy-7632	64	31	time	time	NOUN
economy-7632	64	32	series	series	PROPN
economy-7632	64	33	data	datum	NOUN
economy-7632	64	34	for	for	ADP
economy-7632	64	35	the	the	DET
economy-7632	64	36	period	period	NOUN
economy-7632	64	37	2000	2000	NUM
economy-7632	64	38	-	-	SYM
economy-7632	64	39	2021	2021	NUM
economy-7632	64	40	.	.	PUNCT
economy-7632	65	1	the	the	DET
economy-7632	65	2	study	study	NOUN
economy-7632	65	3	employed	employ	VERB
economy-7632	65	4	a	a	DET
economy-7632	65	5	multiple	multiple	ADJ
economy-7632	65	6	regression	regression	NOUN
economy-7632	65	7	analysis	analysis	NOUN
economy-7632	65	8	and	and	CCONJ
economy-7632	65	9	found	find	VERB
economy-7632	65	10	that	that	SCONJ
economy-7632	65	11	the	the	DET
economy-7632	65	12	lending	lending	NOUN
economy-7632	65	13	rate	rate	NOUN
economy-7632	65	14	had	have	VERB
economy-7632	65	15	a	a	DET
economy-7632	65	16	positive	positive	ADJ
economy-7632	65	17	and	and	CCONJ
economy-7632	65	18	significant	significant	ADJ
economy-7632	65	19	effect	effect	NOUN
economy-7632	65	20	on	on	ADP
economy-7632	65	21	unemployment	unemployment	NOUN
economy-7632	65	22	.	.	PUNCT
economy-7632	66	1	musiita	musiita	PROPN
economy-7632	66	2	,	,	PUNCT
economy-7632	66	3	kijjambu	kijjambu	NOUN
economy-7632	66	4	,	,	PUNCT
economy-7632	66	5	and	and	CCONJ
economy-7632	66	6	katarangi	katarangi	NOUN
economy-7632	66	7	(	(	PUNCT
economy-7632	66	8	2024	2024	NUM
economy-7632	66	9	)	)	PUNCT
economy-7632	66	10	,	,	PUNCT
economy-7632	66	11	using	use	VERB
economy-7632	66	12	annual	annual	ADJ
economy-7632	66	13	data	datum	NOUN
economy-7632	66	14	from	from	ADP
economy-7632	66	15	1987	1987	NUM
economy-7632	66	16	to	to	ADP
economy-7632	66	17	2019	2019	NUM
economy-7632	66	18	,	,	PUNCT
economy-7632	66	19	analyzed	analyze	VERB
economy-7632	66	20	the	the	DET
economy-7632	66	21	impacts	impact	NOUN
economy-7632	66	22	of	of	ADP
economy-7632	66	23	input	input	NOUN
economy-7632	66	24	costs	cost	NOUN
economy-7632	66	25	(	(	PUNCT
economy-7632	66	26	lending	lending	NOUN
economy-7632	66	27	rate	rate	NOUN
economy-7632	66	28	,	,	PUNCT
economy-7632	66	29	global	global	ADJ
economy-7632	66	30	crude	crude	ADJ
economy-7632	66	31	oil	oil	NOUN
economy-7632	66	32	prices	price	NOUN
economy-7632	66	33	,	,	PUNCT
economy-7632	66	34	and	and	CCONJ
economy-7632	66	35	gdp	gdp	NOUN
economy-7632	66	36	)	)	PUNCT
economy-7632	66	37	on	on	ADP
economy-7632	66	38	unemployment	unemployment	NOUN
economy-7632	66	39	in	in	ADP
economy-7632	66	40	uganda	uganda	PROPN
economy-7632	66	41	.	.	PUNCT
economy-7632	67	1	the	the	DET
economy-7632	67	2	study	study	NOUN
economy-7632	67	3	employed	employ	VERB
economy-7632	67	4	the	the	DET
economy-7632	67	5	autoregressive	autoregressive	ADJ
economy-7632	67	6	distributed	distribute	VERB
economy-7632	67	7	lag	lag	NOUN
economy-7632	67	8	(	(	PUNCT
economy-7632	67	9	ardl	ardl	NOUN
economy-7632	67	10	)	)	PUNCT
economy-7632	67	11	model	model	NOUN
economy-7632	67	12	and	and	CCONJ
economy-7632	67	13	found	find	VERB
economy-7632	67	14	that	that	SCONJ
economy-7632	67	15	lending	lending	NOUN
economy-7632	67	16	rates	rate	NOUN
economy-7632	67	17	had	have	VERB
economy-7632	67	18	a	a	DET
economy-7632	67	19	short	short	ADJ
economy-7632	67	20	-	-	PUNCT
economy-7632	67	21	term	term	NOUN
economy-7632	67	22	negative	negative	ADJ
economy-7632	67	23	impact	impact	NOUN
economy-7632	67	24	on	on	ADP
economy-7632	67	25	unemployment	unemployment	NOUN
economy-7632	67	26	,	,	PUNCT
economy-7632	67	27	while	while	SCONJ
economy-7632	67	28	in	in	ADP
economy-7632	67	29	the	the	DET
economy-7632	67	30	long	long	ADJ
economy-7632	67	31	run	run	NOUN
economy-7632	67	32	,	,	PUNCT
economy-7632	67	33	a	a	DET
economy-7632	67	34	positive	positive	ADJ
economy-7632	67	35	relationship	relationship	NOUN
economy-7632	67	36	was	be	AUX
economy-7632	67	37	established	establish	VERB
economy-7632	67	38	between	between	ADP
economy-7632	67	39	the	the	DET
economy-7632	67	40	lending	lending	NOUN
economy-7632	67	41	rate	rate	NOUN
economy-7632	67	42	and	and	CCONJ
economy-7632	67	43	unemployment	unemployment	NOUN
economy-7632	67	44	.	.	PUNCT
economy-7632	68	1	chinonye	chinonye	NOUN
economy-7632	68	2	(	(	PUNCT
economy-7632	68	3	2021	2021	NUM
economy-7632	68	4	)	)	PUNCT
economy-7632	68	5	studied	study	VERB
economy-7632	68	6	the	the	DET
economy-7632	68	7	impact	impact	NOUN
economy-7632	68	8	of	of	ADP
economy-7632	68	9	fiscal	fiscal	ADJ
economy-7632	68	10	(	(	PUNCT
economy-7632	68	11	government	government	NOUN
economy-7632	68	12	expenditure	expenditure	NOUN
economy-7632	68	13	and	and	CCONJ
economy-7632	68	14	taxes	taxis	NOUN
economy-7632	68	15	)	)	PUNCT
economy-7632	68	16	and	and	CCONJ
economy-7632	68	17	monetary	monetary	ADJ
economy-7632	68	18	policy	policy	NOUN
economy-7632	68	19	(	(	PUNCT
economy-7632	68	20	interest	interest	NOUN
economy-7632	68	21	rate	rate	NOUN
economy-7632	68	22	and	and	CCONJ
economy-7632	68	23	money	money	NOUN
economy-7632	68	24	supply	supply	NOUN
economy-7632	68	25	)	)	PUNCT
economy-7632	68	26	on	on	ADP
economy-7632	68	27	unemployment	unemployment	NOUN
economy-7632	68	28	in	in	ADP
economy-7632	68	29	nigeria	nigeria	PROPN
economy-7632	68	30	.	.	PUNCT
economy-7632	69	1	the	the	DET
economy-7632	69	2	study	study	NOUN
economy-7632	69	3	utilized	utilize	VERB
economy-7632	69	4	a	a	DET
economy-7632	69	5	vector	vector	NOUN
economy-7632	69	6	autoregressive	autoregressive	ADJ
economy-7632	69	7	model	model	NOUN
economy-7632	69	8	on	on	ADP
economy-7632	69	9	time	time	NOUN
economy-7632	69	10	series	series	PROPN
economy-7632	69	11	data	data	PROPN
economy-7632	69	12	for	for	ADP
economy-7632	69	13	the	the	DET
economy-7632	69	14	period	period	NOUN
economy-7632	69	15	1981	1981	NUM
economy-7632	69	16	-	-	SYM
economy-7632	69	17	2020	2020	NUM
economy-7632	69	18	and	and	CCONJ
economy-7632	69	19	found	find	VERB
economy-7632	69	20	that	that	SCONJ
economy-7632	69	21	interest	interest	NOUN
economy-7632	69	22	rates	rate	NOUN
economy-7632	69	23	had	have	VERB
economy-7632	69	24	a	a	DET
economy-7632	69	25	negative	negative	ADJ
economy-7632	69	26	and	and	CCONJ
economy-7632	69	27	significant	significant	ADJ
economy-7632	69	28	effect	effect	NOUN
economy-7632	69	29	on	on	ADP
economy-7632	69	30	unemployment	unemployment	NOUN
economy-7632	69	31	at	at	ADP
economy-7632	69	32	lag	lag	NOUN
economy-7632	69	33	2	2	NUM
economy-7632	69	34	.	.	PUNCT
economy-7632	69	35	maijama’a	maijama’a	NOUN
economy-7632	69	36	and	and	CCONJ
economy-7632	69	37	musa	musa	PROPN
economy-7632	69	38	(	(	PUNCT
economy-7632	69	39	2021	2021	NUM
economy-7632	69	40	)	)	PUNCT
economy-7632	69	41	in	in	ADP
economy-7632	69	42	the	the	DET
economy-7632	69	43	study	study	NOUN
economy-7632	69	44	on	on	ADP
economy-7632	69	45	the	the	DET
economy-7632	69	46	nexus	nexus	NOUN
economy-7632	69	47	between	between	ADP
economy-7632	69	48	crude	crude	ADJ
economy-7632	69	49	oil	oil	NOUN
economy-7632	69	50	,	,	PUNCT
economy-7632	69	51	interest	interest	NOUN
economy-7632	69	52	rates	rate	NOUN
economy-7632	69	53	,	,	PUNCT
economy-7632	69	54	and	and	CCONJ
economy-7632	69	55	unemployment	unemployment	NOUN
economy-7632	69	56	in	in	ADP
economy-7632	69	57	nigeria	nigeria	PROPN
economy-7632	69	58	applied	apply	VERB
economy-7632	69	59	toda	toda	NOUN
economy-7632	69	60	and	and	CCONJ
economy-7632	69	61	economy	economy	NOUN
economy-7632	69	62	,	,	PUNCT
economy-7632	69	63	2025	2025	NUM
economy-7632	69	64	,	,	PUNCT
economy-7632	69	65	12(2	12(2	NUM
economy-7632	69	66	):	):	PUNCT
economy-7632	69	67	146	146	NUM
economy-7632	69	68	-	-	SYM
economy-7632	69	69	155	155	NUM
economy-7632	69	70	149	149	NUM
economy-7632	69	71	©	©	PROPN
economy-7632	69	72	2025	2025	NUM
economy-7632	69	73	by	by	ADP
economy-7632	69	74	the	the	DET
economy-7632	69	75	authors	author	NOUN
economy-7632	69	76	;	;	PUNCT
economy-7632	69	77	licensee	licensee	PROPN
economy-7632	69	78	asian	asian	ADJ
economy-7632	69	79	online	online	PROPN
economy-7632	69	80	journal	journal	PROPN
economy-7632	69	81	publishing	publishing	PROPN
economy-7632	69	82	group	group	PROPN
economy-7632	69	83	yamamoto	yamamoto	PROPN
economy-7632	69	84	's	's	PART
economy-7632	69	85	long	long	ADV
economy-7632	69	86	-	-	PUNCT
economy-7632	69	87	run	run	NOUN
economy-7632	69	88	granger	granger	NOUN
economy-7632	69	89	causality	causality	NOUN
economy-7632	69	90	on	on	ADP
economy-7632	69	91	time	time	NOUN
economy-7632	69	92	series	series	PROPN
economy-7632	69	93	data	datum	NOUN
economy-7632	69	94	from	from	ADP
economy-7632	69	95	1991	1991	NUM
economy-7632	69	96	to	to	ADP
economy-7632	69	97	2019	2019	NUM
economy-7632	69	98	.	.	PUNCT
economy-7632	70	1	the	the	DET
economy-7632	70	2	findings	finding	NOUN
economy-7632	70	3	indicated	indicate	VERB
economy-7632	70	4	a	a	DET
economy-7632	70	5	one	one	NUM
economy-7632	70	6	-	-	PUNCT
economy-7632	70	7	way	way	NOUN
economy-7632	70	8	causality	causality	NOUN
economy-7632	70	9	running	run	VERB
economy-7632	70	10	from	from	ADP
economy-7632	70	11	unemployment	unemployment	NOUN
economy-7632	70	12	to	to	ADP
economy-7632	70	13	interest	interest	NOUN
economy-7632	70	14	rates	rate	NOUN
economy-7632	70	15	.	.	PUNCT
economy-7632	71	1	mahadika	mahadika	PROPN
economy-7632	71	2	and	and	CCONJ
economy-7632	71	3	wibowo	wibowo	PROPN
economy-7632	71	4	(	(	PUNCT
economy-7632	71	5	2021	2021	NUM
economy-7632	71	6	)	)	PUNCT
economy-7632	71	7	assessed	assess	VERB
economy-7632	71	8	the	the	DET
economy-7632	71	9	influence	influence	NOUN
economy-7632	71	10	of	of	ADP
economy-7632	71	11	monetary	monetary	ADJ
economy-7632	71	12	policy	policy	NOUN
economy-7632	71	13	(	(	PUNCT
economy-7632	71	14	real	real	ADJ
economy-7632	71	15	interest	interest	NOUN
economy-7632	71	16	rate	rate	NOUN
economy-7632	71	17	,	,	PUNCT
economy-7632	71	18	real	real	ADJ
economy-7632	71	19	exchange	exchange	NOUN
economy-7632	71	20	rate	rate	NOUN
economy-7632	71	21	)	)	PUNCT
economy-7632	71	22	and	and	CCONJ
economy-7632	71	23	economic	economic	ADJ
economy-7632	71	24	growth	growth	NOUN
economy-7632	71	25	on	on	ADP
economy-7632	71	26	the	the	DET
economy-7632	71	27	unemployment	unemployment	NOUN
economy-7632	71	28	rate	rate	NOUN
economy-7632	71	29	in	in	ADP
economy-7632	71	30	indonesia	indonesia	PROPN
economy-7632	71	31	using	use	VERB
economy-7632	71	32	time	time	NOUN
economy-7632	71	33	series	series	PROPN
economy-7632	71	34	data	datum	NOUN
economy-7632	71	35	for	for	ADP
economy-7632	71	36	the	the	DET
economy-7632	71	37	period	period	NOUN
economy-7632	71	38	spanning	span	VERB
economy-7632	71	39	1975	1975	NUM
economy-7632	71	40	-	-	SYM
economy-7632	71	41	2016	2016	NUM
economy-7632	71	42	.	.	PUNCT
economy-7632	72	1	the	the	DET
economy-7632	72	2	study	study	NOUN
economy-7632	72	3	employed	employ	VERB
economy-7632	72	4	autoregressive	autoregressive	ADJ
economy-7632	72	5	distributed	distribute	VERB
economy-7632	72	6	lag	lag	NOUN
economy-7632	72	7	(	(	PUNCT
economy-7632	72	8	ardl	ardl	NOUN
economy-7632	72	9	)	)	PUNCT
economy-7632	72	10	and	and	CCONJ
economy-7632	72	11	established	establish	VERB
economy-7632	72	12	that	that	SCONJ
economy-7632	72	13	the	the	DET
economy-7632	72	14	real	real	ADJ
economy-7632	72	15	interest	interest	NOUN
economy-7632	72	16	rate	rate	NOUN
economy-7632	72	17	at	at	ADP
economy-7632	72	18	lag	lag	NOUN
economy-7632	72	19	1	1	NUM
economy-7632	72	20	had	have	VERB
economy-7632	72	21	a	a	DET
economy-7632	72	22	negative	negative	ADJ
economy-7632	72	23	and	and	CCONJ
economy-7632	72	24	significant	significant	ADJ
economy-7632	72	25	effect	effect	NOUN
economy-7632	72	26	on	on	ADP
economy-7632	72	27	the	the	DET
economy-7632	72	28	unemployment	unemployment	NOUN
economy-7632	72	29	rate	rate	NOUN
economy-7632	72	30	in	in	ADP
economy-7632	72	31	the	the	DET
economy-7632	72	32	short	short	ADJ
economy-7632	72	33	run	run	NOUN
economy-7632	72	34	.	.	PUNCT
economy-7632	73	1	aboelsoud	aboelsoud	ADJ
economy-7632	73	2	,	,	PUNCT
economy-7632	73	3	alqudah	alqudah	NOUN
economy-7632	73	4	,	,	PUNCT
economy-7632	73	5	and	and	CCONJ
economy-7632	73	6	paparas	paparas	NOUN
economy-7632	73	7	(	(	PUNCT
economy-7632	73	8	2021	2021	NUM
economy-7632	73	9	)	)	PUNCT
economy-7632	73	10	examined	examine	VERB
economy-7632	73	11	the	the	DET
economy-7632	73	12	dynamic	dynamic	ADJ
economy-7632	73	13	relationship	relationship	NOUN
economy-7632	73	14	between	between	ADP
economy-7632	73	15	london	london	PROPN
economy-7632	73	16	interbank	interbank	ADV
economy-7632	73	17	offered	offer	VERB
economy-7632	73	18	rate	rate	NOUN
economy-7632	73	19	(	(	PUNCT
economy-7632	73	20	libor	libor	PROPN
economy-7632	73	21	)	)	PUNCT
economy-7632	73	22	,	,	PUNCT
economy-7632	73	23	the	the	DET
economy-7632	73	24	unemployment	unemployment	NOUN
economy-7632	73	25	rate	rate	NOUN
economy-7632	73	26	,	,	PUNCT
economy-7632	73	27	and	and	CCONJ
economy-7632	73	28	economic	economic	ADJ
economy-7632	73	29	growth	growth	NOUN
economy-7632	73	30	in	in	ADP
economy-7632	73	31	the	the	DET
economy-7632	73	32	united	united	ADJ
economy-7632	73	33	kingdom	kingdom	PROPN
economy-7632	73	34	.	.	PUNCT
economy-7632	74	1	the	the	DET
economy-7632	74	2	study	study	NOUN
economy-7632	74	3	employed	employ	VERB
economy-7632	74	4	the	the	DET
economy-7632	74	5	vector	vector	NOUN
economy-7632	74	6	autoregressive	autoregressive	ADJ
economy-7632	74	7	model	model	NOUN
economy-7632	74	8	and	and	CCONJ
economy-7632	74	9	granger	granger	PROPN
economy-7632	74	10	causality	causality	PROPN
economy-7632	74	11	test	test	NOUN
economy-7632	74	12	on	on	ADP
economy-7632	74	13	quarterly	quarterly	ADJ
economy-7632	74	14	data	datum	NOUN
economy-7632	74	15	for	for	ADP
economy-7632	74	16	the	the	DET
economy-7632	74	17	period	period	NOUN
economy-7632	74	18	1992	1992	NUM
economy-7632	74	19	to	to	ADP
economy-7632	74	20	2016	2016	NUM
economy-7632	74	21	and	and	CCONJ
economy-7632	74	22	established	establish	VERB
economy-7632	74	23	no	no	DET
economy-7632	74	24	short	short	ADJ
economy-7632	74	25	-	-	PUNCT
economy-7632	74	26	run	run	NOUN
economy-7632	74	27	relationship	relationship	NOUN
economy-7632	74	28	between	between	ADP
economy-7632	74	29	libor	libor	PROPN
economy-7632	74	30	and	and	CCONJ
economy-7632	74	31	the	the	DET
economy-7632	74	32	unemployment	unemployment	NOUN
economy-7632	74	33	rate	rate	NOUN
economy-7632	74	34	.	.	PUNCT
economy-7632	75	1	furthermore	furthermore	ADV
economy-7632	75	2	,	,	PUNCT
economy-7632	75	3	the	the	DET
economy-7632	75	4	granger	granger	PROPN
economy-7632	75	5	causality	causality	PROPN
economy-7632	75	6	test	test	NOUN
economy-7632	75	7	indicated	indicate	VERB
economy-7632	75	8	no	no	DET
economy-7632	75	9	directional	directional	ADJ
economy-7632	75	10	causality	causality	NOUN
economy-7632	75	11	between	between	ADP
economy-7632	75	12	libor	libor	PROPN
economy-7632	75	13	and	and	CCONJ
economy-7632	75	14	unemployment	unemployment	NOUN
economy-7632	75	15	.	.	PUNCT
economy-7632	76	1	2.1.2	2.1.2	NUM
economy-7632	76	2	economic	economic	ADJ
economy-7632	76	3	growth	growth	NOUN
economy-7632	76	4	and	and	CCONJ
economy-7632	76	5	unemployment	unemployment	NOUN
economy-7632	76	6	rate	rate	NOUN
economy-7632	76	7	abdisalan	abdisalan	NOUN
economy-7632	76	8	(	(	PUNCT
economy-7632	76	9	2024	2024	NUM
economy-7632	76	10	)	)	PUNCT
economy-7632	76	11	empirically	empirically	ADV
economy-7632	76	12	examined	examine	VERB
economy-7632	76	13	the	the	DET
economy-7632	76	14	relationship	relationship	NOUN
economy-7632	76	15	between	between	ADP
economy-7632	76	16	gdp	gdp	NOUN
economy-7632	76	17	and	and	CCONJ
economy-7632	76	18	unemployment	unemployment	NOUN
economy-7632	76	19	in	in	ADP
economy-7632	76	20	somalia	somalia	PROPN
economy-7632	76	21	using	use	VERB
economy-7632	76	22	secondary	secondary	ADJ
economy-7632	76	23	data	datum	NOUN
economy-7632	76	24	from	from	ADP
economy-7632	76	25	2000	2000	NUM
economy-7632	76	26	to	to	ADP
economy-7632	76	27	2021	2021	NUM
economy-7632	76	28	.	.	PUNCT
economy-7632	77	1	the	the	DET
economy-7632	77	2	study	study	NOUN
economy-7632	77	3	applied	apply	VERB
economy-7632	77	4	ordinary	ordinary	ADJ
economy-7632	77	5	least	least	ADJ
economy-7632	77	6	squares	square	NOUN
economy-7632	77	7	(	(	PUNCT
economy-7632	77	8	ols	ol	NOUN
economy-7632	77	9	)	)	PUNCT
economy-7632	77	10	and	and	CCONJ
economy-7632	77	11	established	establish	VERB
economy-7632	77	12	that	that	SCONJ
economy-7632	77	13	economic	economic	ADJ
economy-7632	77	14	growth	growth	NOUN
economy-7632	77	15	had	have	VERB
economy-7632	77	16	a	a	DET
economy-7632	77	17	negative	negative	ADJ
economy-7632	77	18	and	and	CCONJ
economy-7632	77	19	insignificant	insignificant	ADJ
economy-7632	77	20	effect	effect	NOUN
economy-7632	77	21	on	on	ADP
economy-7632	77	22	unemployment	unemployment	NOUN
economy-7632	77	23	.	.	PUNCT
economy-7632	78	1	in	in	ADP
economy-7632	78	2	addition	addition	NOUN
economy-7632	78	3	,	,	PUNCT
economy-7632	78	4	modified	modify	VERB
economy-7632	78	5	ordinary	ordinary	ADJ
economy-7632	78	6	least	least	ADJ
economy-7632	78	7	squares	square	NOUN
economy-7632	78	8	(	(	PUNCT
economy-7632	78	9	fmols	fmol	NOUN
economy-7632	78	10	)	)	PUNCT
economy-7632	78	11	,	,	PUNCT
economy-7632	78	12	canonical	canonical	ADJ
economy-7632	78	13	cointegrating	cointegrate	VERB
economy-7632	78	14	regression	regression	NOUN
economy-7632	78	15	(	(	PUNCT
economy-7632	78	16	ccr	ccr	PROPN
economy-7632	78	17	)	)	PUNCT
economy-7632	78	18	,	,	PUNCT
economy-7632	78	19	and	and	CCONJ
economy-7632	78	20	dynamic	dynamic	ADJ
economy-7632	78	21	ordinary	ordinary	ADJ
economy-7632	78	22	least	least	ADJ
economy-7632	78	23	squares	square	NOUN
economy-7632	78	24	(	(	PUNCT
economy-7632	78	25	dols	dol	NOUN
economy-7632	78	26	)	)	PUNCT
economy-7632	78	27	were	be	AUX
economy-7632	78	28	employed	employ	VERB
economy-7632	78	29	,	,	PUNCT
economy-7632	78	30	and	and	CCONJ
economy-7632	78	31	the	the	DET
economy-7632	78	32	relationship	relationship	NOUN
economy-7632	78	33	between	between	ADP
economy-7632	78	34	the	the	DET
economy-7632	78	35	gdp	gdp	NOUN
economy-7632	78	36	gap	gap	NOUN
economy-7632	78	37	and	and	CCONJ
economy-7632	78	38	unemployment	unemployment	NOUN
economy-7632	78	39	was	be	AUX
economy-7632	78	40	not	not	PART
economy-7632	78	41	strong	strong	ADJ
economy-7632	78	42	enough	enough	ADV
economy-7632	78	43	to	to	PART
economy-7632	78	44	be	be	AUX
economy-7632	78	45	considered	consider	VERB
economy-7632	78	46	statistically	statistically	ADV
economy-7632	78	47	significant	significant	ADJ
economy-7632	78	48	.	.	PUNCT
economy-7632	79	1	lestari	lestari	PROPN
economy-7632	79	2	(	(	PUNCT
economy-7632	79	3	2023	2023	NUM
economy-7632	79	4	)	)	PUNCT
economy-7632	79	5	assessed	assess	VERB
economy-7632	79	6	the	the	DET
economy-7632	79	7	effect	effect	NOUN
economy-7632	79	8	of	of	ADP
economy-7632	79	9	economic	economic	ADJ
economy-7632	79	10	growth	growth	NOUN
economy-7632	79	11	and	and	CCONJ
economy-7632	79	12	labor	labor	NOUN
economy-7632	79	13	force	force	NOUN
economy-7632	79	14	on	on	ADP
economy-7632	79	15	unemployment	unemployment	NOUN
economy-7632	79	16	in	in	ADP
economy-7632	79	17	langsa	langsa	PROPN
economy-7632	79	18	city	city	PROPN
economy-7632	79	19	,	,	PUNCT
economy-7632	79	20	indonesia	indonesia	PROPN
economy-7632	79	21	.	.	PUNCT
economy-7632	80	1	the	the	DET
economy-7632	80	2	study	study	NOUN
economy-7632	80	3	employed	employ	VERB
economy-7632	80	4	multiple	multiple	ADJ
economy-7632	80	5	linear	linear	ADJ
economy-7632	80	6	regression	regression	NOUN
economy-7632	80	7	analysis	analysis	NOUN
economy-7632	80	8	on	on	ADP
economy-7632	80	9	secondary	secondary	ADJ
economy-7632	80	10	data	datum	NOUN
economy-7632	80	11	spanning	span	VERB
economy-7632	80	12	2011	2011	NUM
economy-7632	80	13	-	-	SYM
economy-7632	80	14	2020	2020	NUM
economy-7632	80	15	and	and	CCONJ
economy-7632	80	16	found	find	VERB
economy-7632	80	17	that	that	SCONJ
economy-7632	80	18	economic	economic	ADJ
economy-7632	80	19	growth	growth	NOUN
economy-7632	80	20	had	have	VERB
economy-7632	80	21	a	a	DET
economy-7632	80	22	negative	negative	ADJ
economy-7632	80	23	and	and	CCONJ
economy-7632	80	24	insignificant	insignificant	ADJ
economy-7632	80	25	effect	effect	NOUN
economy-7632	80	26	on	on	ADP
economy-7632	80	27	unemployment	unemployment	NOUN
economy-7632	80	28	.	.	PUNCT
economy-7632	81	1	tembo	tembo	NOUN
economy-7632	81	2	(	(	PUNCT
economy-7632	81	3	2023	2023	NUM
economy-7632	81	4	)	)	PUNCT
economy-7632	81	5	studied	study	VERB
economy-7632	81	6	the	the	DET
economy-7632	81	7	effects	effect	NOUN
economy-7632	81	8	of	of	ADP
economy-7632	81	9	economic	economic	ADJ
economy-7632	81	10	growth	growth	NOUN
economy-7632	81	11	,	,	PUNCT
economy-7632	81	12	real	real	ADJ
economy-7632	81	13	effective	effective	ADJ
economy-7632	81	14	exchange	exchange	NOUN
economy-7632	81	15	rate	rate	NOUN
economy-7632	81	16	,	,	PUNCT
economy-7632	81	17	external	external	ADJ
economy-7632	81	18	debt	debt	NOUN
economy-7632	81	19	,	,	PUNCT
economy-7632	81	20	and	and	CCONJ
economy-7632	81	21	inflation	inflation	NOUN
economy-7632	81	22	rate	rate	NOUN
economy-7632	81	23	on	on	ADP
economy-7632	81	24	unemployment	unemployment	NOUN
economy-7632	81	25	in	in	ADP
economy-7632	81	26	zambia	zambia	PROPN
economy-7632	81	27	.	.	PUNCT
economy-7632	82	1	the	the	DET
economy-7632	82	2	study	study	NOUN
economy-7632	82	3	used	use	VERB
economy-7632	82	4	vector	vector	NOUN
economy-7632	82	5	error	error	NOUN
economy-7632	82	6	correction	correction	NOUN
economy-7632	82	7	model	model	NOUN
economy-7632	82	8	(	(	PUNCT
economy-7632	82	9	vecm	vecm	NOUN
economy-7632	82	10	)	)	PUNCT
economy-7632	82	11	on	on	ADP
economy-7632	82	12	quarterly	quarterly	ADJ
economy-7632	82	13	time	time	NOUN
economy-7632	82	14	series	series	PROPN
economy-7632	82	15	data	datum	NOUN
economy-7632	82	16	from	from	ADP
economy-7632	82	17	1990	1990	NUM
economy-7632	82	18	to	to	ADP
economy-7632	82	19	2020	2020	NUM
economy-7632	82	20	,	,	PUNCT
economy-7632	82	21	and	and	CCONJ
economy-7632	82	22	findings	finding	NOUN
economy-7632	82	23	revealed	reveal	VERB
economy-7632	82	24	that	that	SCONJ
economy-7632	82	25	in	in	ADP
economy-7632	82	26	the	the	DET
economy-7632	82	27	short	short	ADJ
economy-7632	82	28	run	run	NOUN
economy-7632	82	29	,	,	PUNCT
economy-7632	82	30	economic	economic	ADJ
economy-7632	82	31	growth	growth	NOUN
economy-7632	82	32	had	have	VERB
economy-7632	82	33	a	a	DET
economy-7632	82	34	negative	negative	ADJ
economy-7632	82	35	significant	significant	ADJ
economy-7632	82	36	effect	effect	NOUN
economy-7632	82	37	on	on	ADP
economy-7632	82	38	unemployment	unemployment	NOUN
economy-7632	82	39	at	at	ADP
economy-7632	82	40	lag	lag	NOUN
economy-7632	82	41	2	2	NUM
economy-7632	82	42	.	.	PUNCT
economy-7632	82	43	chenini	chenini	PROPN
economy-7632	82	44	,	,	PUNCT
economy-7632	82	45	ayad	ayad	PROPN
economy-7632	82	46	,	,	PUNCT
economy-7632	82	47	attouchi	attouchi	PROPN
economy-7632	82	48	,	,	PUNCT
economy-7632	82	49	and	and	CCONJ
economy-7632	82	50	dahmani	dahmani	PROPN
economy-7632	82	51	(	(	PUNCT
economy-7632	82	52	2023	2023	NUM
economy-7632	82	53	)	)	PUNCT
economy-7632	82	54	analyzed	analyze	VERB
economy-7632	82	55	the	the	DET
economy-7632	82	56	existence	existence	NOUN
economy-7632	82	57	of	of	ADP
economy-7632	82	58	okun	okun	PROPN
economy-7632	82	59	’s	’s	PART
economy-7632	82	60	law	law	NOUN
economy-7632	82	61	in	in	ADP
economy-7632	82	62	algeria	algeria	PROPN
economy-7632	82	63	from	from	ADP
economy-7632	82	64	1970	1970	NUM
economy-7632	82	65	to	to	ADP
economy-7632	82	66	2020	2020	NUM
economy-7632	82	67	.	.	PUNCT
economy-7632	83	1	the	the	DET
economy-7632	83	2	study	study	NOUN
economy-7632	83	3	employed	employ	VERB
economy-7632	83	4	both	both	CCONJ
economy-7632	83	5	the	the	DET
economy-7632	83	6	gap	gap	NOUN
economy-7632	83	7	and	and	CCONJ
economy-7632	83	8	differences	difference	NOUN
economy-7632	83	9	model	model	NOUN
economy-7632	83	10	and	and	CCONJ
economy-7632	83	11	established	establish	VERB
economy-7632	83	12	that	that	SCONJ
economy-7632	83	13	economic	economic	ADJ
economy-7632	83	14	growth	growth	NOUN
economy-7632	83	15	had	have	VERB
economy-7632	83	16	no	no	DET
economy-7632	83	17	significant	significant	ADJ
economy-7632	83	18	effect	effect	NOUN
economy-7632	83	19	on	on	ADP
economy-7632	83	20	unemployment	unemployment	NOUN
economy-7632	83	21	.	.	PUNCT
economy-7632	84	1	leasiwal	leasiwal	NOUN
economy-7632	84	2	,	,	PUNCT
economy-7632	84	3	oppier	oppier	NOUN
economy-7632	84	4	,	,	PUNCT
economy-7632	84	5	tutupoho	tutupoho	NOUN
economy-7632	84	6	,	,	PUNCT
economy-7632	84	7	and	and	CCONJ
economy-7632	84	8	palloma	palloma	NOUN
economy-7632	84	9	(	(	PUNCT
economy-7632	84	10	2022	2022	NUM
economy-7632	84	11	)	)	PUNCT
economy-7632	84	12	investigated	investigate	VERB
economy-7632	84	13	the	the	DET
economy-7632	84	14	effect	effect	NOUN
economy-7632	84	15	of	of	ADP
economy-7632	84	16	economic	economic	ADJ
economy-7632	84	17	growth	growth	NOUN
economy-7632	84	18	,	,	PUNCT
economy-7632	84	19	minimum	minimum	NOUN
economy-7632	84	20	wage	wage	NOUN
economy-7632	84	21	,	,	PUNCT
economy-7632	84	22	and	and	CCONJ
economy-7632	84	23	the	the	DET
economy-7632	84	24	human	human	PROPN
economy-7632	84	25	development	development	PROPN
economy-7632	84	26	index	index	NOUN
economy-7632	84	27	on	on	ADP
economy-7632	84	28	unemployment	unemployment	NOUN
economy-7632	84	29	in	in	ADP
economy-7632	84	30	indonesia	indonesia	PROPN
economy-7632	84	31	by	by	ADP
economy-7632	84	32	utilizing	utilize	VERB
economy-7632	84	33	secondary	secondary	ADJ
economy-7632	84	34	data	datum	NOUN
economy-7632	84	35	from	from	ADP
economy-7632	84	36	2001	2001	NUM
economy-7632	84	37	to	to	ADP
economy-7632	84	38	2020	2020	NUM
economy-7632	84	39	.	.	PUNCT
economy-7632	85	1	the	the	DET
economy-7632	85	2	study	study	NOUN
economy-7632	85	3	employed	employ	VERB
economy-7632	85	4	vector	vector	NOUN
economy-7632	85	5	error	error	NOUN
economy-7632	85	6	correction	correction	NOUN
economy-7632	85	7	model	model	NOUN
economy-7632	85	8	(	(	PUNCT
economy-7632	85	9	vecm	vecm	NOUN
economy-7632	85	10	)	)	PUNCT
economy-7632	85	11	,	,	PUNCT
economy-7632	85	12	and	and	CCONJ
economy-7632	85	13	the	the	DET
economy-7632	85	14	findings	finding	NOUN
economy-7632	85	15	showed	show	VERB
economy-7632	85	16	that	that	SCONJ
economy-7632	85	17	both	both	PRON
economy-7632	85	18	in	in	ADP
economy-7632	85	19	the	the	DET
economy-7632	85	20	short	short	ADJ
economy-7632	85	21	and	and	CCONJ
economy-7632	85	22	long	long	ADJ
economy-7632	85	23	run	run	NOUN
economy-7632	85	24	,	,	PUNCT
economy-7632	85	25	economic	economic	ADJ
economy-7632	85	26	growth	growth	NOUN
economy-7632	85	27	had	have	VERB
economy-7632	85	28	a	a	DET
economy-7632	85	29	positive	positive	ADJ
economy-7632	85	30	and	and	CCONJ
economy-7632	85	31	significant	significant	ADJ
economy-7632	85	32	impact	impact	NOUN
economy-7632	85	33	on	on	ADP
economy-7632	85	34	the	the	DET
economy-7632	85	35	unemployment	unemployment	NOUN
economy-7632	85	36	rate	rate	NOUN
economy-7632	85	37	.	.	PUNCT
economy-7632	86	1	sotonye	sotonye	PROPN
economy-7632	86	2	,	,	PUNCT
economy-7632	86	3	zeb	zeb	NOUN
economy-7632	86	4	-	-	PUNCT
economy-7632	86	5	obipi	obipi	ADJ
economy-7632	86	6	,	,	PUNCT
economy-7632	86	7	and	and	CCONJ
economy-7632	86	8	konya	konya	PROPN
economy-7632	86	9	(	(	PUNCT
economy-7632	86	10	2021	2021	NUM
economy-7632	86	11	)	)	PUNCT
economy-7632	86	12	examined	examine	VERB
economy-7632	86	13	the	the	DET
economy-7632	86	14	effect	effect	NOUN
economy-7632	86	15	of	of	ADP
economy-7632	86	16	gross	gross	ADJ
economy-7632	86	17	national	national	ADJ
economy-7632	86	18	product	product	NOUN
economy-7632	86	19	(	(	PUNCT
economy-7632	86	20	gnp	gnp	PROPN
economy-7632	86	21	)	)	PUNCT
economy-7632	86	22	,	,	PUNCT
economy-7632	86	23	gross	gross	ADJ
economy-7632	86	24	domestic	domestic	ADJ
economy-7632	86	25	product	product	NOUN
economy-7632	86	26	(	(	PUNCT
economy-7632	86	27	gdp	gdp	NOUN
economy-7632	86	28	)	)	PUNCT
economy-7632	86	29	,	,	PUNCT
economy-7632	86	30	and	and	CCONJ
economy-7632	86	31	per	per	ADP
economy-7632	86	32	capita	capita	NOUN
economy-7632	86	33	income	income	NOUN
economy-7632	86	34	(	(	PUNCT
economy-7632	86	35	pci	pci	PROPN
economy-7632	86	36	)	)	PUNCT
economy-7632	86	37	on	on	ADP
economy-7632	86	38	unemployment	unemployment	NOUN
economy-7632	86	39	reduction	reduction	NOUN
economy-7632	86	40	in	in	ADP
economy-7632	86	41	nigeria	nigeria	PROPN
economy-7632	86	42	using	use	VERB
economy-7632	86	43	time	time	NOUN
economy-7632	86	44	series	series	PROPN
economy-7632	86	45	data	datum	NOUN
economy-7632	86	46	for	for	ADP
economy-7632	86	47	the	the	DET
economy-7632	86	48	period	period	NOUN
economy-7632	86	49	1995	1995	NUM
economy-7632	86	50	-	-	SYM
economy-7632	86	51	2019	2019	NUM
economy-7632	86	52	.	.	PUNCT
economy-7632	87	1	the	the	DET
economy-7632	87	2	study	study	NOUN
economy-7632	87	3	employed	employ	VERB
economy-7632	87	4	ordinary	ordinary	ADJ
economy-7632	87	5	least	least	ADJ
economy-7632	87	6	squares	square	NOUN
economy-7632	87	7	and	and	CCONJ
economy-7632	87	8	established	establish	VERB
economy-7632	87	9	that	that	SCONJ
economy-7632	87	10	gross	gross	ADJ
economy-7632	87	11	domestic	domestic	ADJ
economy-7632	87	12	product	product	NOUN
economy-7632	87	13	(	(	PUNCT
economy-7632	87	14	gdp	gdp	NOUN
economy-7632	87	15	)	)	PUNCT
economy-7632	87	16	had	have	VERB
economy-7632	87	17	a	a	DET
economy-7632	87	18	positive	positive	ADJ
economy-7632	87	19	but	but	CCONJ
economy-7632	87	20	insignificant	insignificant	ADJ
economy-7632	87	21	effect	effect	NOUN
economy-7632	87	22	on	on	ADP
economy-7632	87	23	unemployment	unemployment	NOUN
economy-7632	87	24	.	.	PUNCT
economy-7632	88	1	hjazeen	hjazeen	VERB
economy-7632	88	2	,	,	PUNCT
economy-7632	88	3	seraj	seraj	ADJ
economy-7632	88	4	,	,	PUNCT
economy-7632	88	5	and	and	CCONJ
economy-7632	88	6	ozdeser	ozdes	ADJ
economy-7632	88	7	(	(	PUNCT
economy-7632	88	8	2021	2021	NUM
economy-7632	88	9	)	)	PUNCT
economy-7632	88	10	examined	examine	VERB
economy-7632	88	11	the	the	DET
economy-7632	88	12	relationship	relationship	NOUN
economy-7632	88	13	between	between	ADP
economy-7632	88	14	the	the	DET
economy-7632	88	15	unemployment	unemployment	NOUN
economy-7632	88	16	rate	rate	NOUN
economy-7632	88	17	,	,	PUNCT
economy-7632	88	18	economic	economic	ADJ
economy-7632	88	19	growth	growth	NOUN
economy-7632	88	20	,	,	PUNCT
economy-7632	88	21	education	education	NOUN
economy-7632	88	22	,	,	PUNCT
economy-7632	88	23	female	female	ADJ
economy-7632	88	24	population	population	NOUN
economy-7632	88	25	,	,	PUNCT
economy-7632	88	26	and	and	CCONJ
economy-7632	88	27	urban	urban	ADJ
economy-7632	88	28	population	population	NOUN
economy-7632	88	29	in	in	ADP
economy-7632	88	30	jordan	jordan	PROPN
economy-7632	88	31	.	.	PUNCT
economy-7632	89	1	the	the	DET
economy-7632	89	2	study	study	NOUN
economy-7632	89	3	employed	employ	VERB
economy-7632	89	4	auto	auto	NOUN
economy-7632	89	5	-	-	PUNCT
economy-7632	89	6	regressive	regressive	ADJ
economy-7632	89	7	distributed	distribute	VERB
economy-7632	89	8	lag	lag	NOUN
economy-7632	89	9	(	(	PUNCT
economy-7632	89	10	ardl	ardl	NOUN
economy-7632	89	11	)	)	PUNCT
economy-7632	89	12	model	model	NOUN
economy-7632	89	13	on	on	ADP
economy-7632	89	14	data	datum	NOUN
economy-7632	89	15	spanning	span	VERB
economy-7632	89	16	1991–2019	1991–2019	NUM
economy-7632	89	17	and	and	CCONJ
economy-7632	89	18	established	establish	VERB
economy-7632	89	19	that	that	SCONJ
economy-7632	89	20	economic	economic	ADJ
economy-7632	89	21	growth	growth	NOUN
economy-7632	89	22	had	have	VERB
economy-7632	89	23	a	a	DET
economy-7632	89	24	negative	negative	ADJ
economy-7632	89	25	and	and	CCONJ
economy-7632	89	26	statistically	statistically	ADV
economy-7632	89	27	significant	significant	ADJ
economy-7632	89	28	effect	effect	NOUN
economy-7632	89	29	on	on	ADP
economy-7632	89	30	unemployment	unemployment	NOUN
economy-7632	89	31	.	.	PUNCT
economy-7632	90	1	katumo	katumo	PROPN
economy-7632	90	2	and	and	CCONJ
economy-7632	90	3	maingi	maingi	PROPN
economy-7632	90	4	(	(	PUNCT
economy-7632	90	5	2020	2020	NUM
economy-7632	90	6	)	)	PUNCT
economy-7632	90	7	analyzed	analyze	VERB
economy-7632	90	8	the	the	DET
economy-7632	90	9	relationship	relationship	NOUN
economy-7632	90	10	between	between	ADP
economy-7632	90	11	youth	youth	NOUN
economy-7632	90	12	unemployment	unemployment	NOUN
economy-7632	90	13	and	and	CCONJ
economy-7632	90	14	economic	economic	ADJ
economy-7632	90	15	growth	growth	NOUN
economy-7632	90	16	,	,	PUNCT
economy-7632	90	17	inflation	inflation	NOUN
economy-7632	90	18	rate	rate	NOUN
economy-7632	90	19	,	,	PUNCT
economy-7632	90	20	fdi	fdi	NOUN
economy-7632	90	21	,	,	PUNCT
economy-7632	90	22	and	and	CCONJ
economy-7632	90	23	minimum	minimum	NOUN
economy-7632	90	24	wage	wage	NOUN
economy-7632	90	25	.	.	PUNCT
economy-7632	91	1	the	the	DET
economy-7632	91	2	study	study	NOUN
economy-7632	91	3	employed	employ	VERB
economy-7632	91	4	the	the	DET
economy-7632	91	5	granger	granger	PROPN
economy-7632	91	6	causality	causality	PROPN
economy-7632	91	7	test	test	NOUN
economy-7632	91	8	and	and	CCONJ
economy-7632	91	9	regression	regression	VERB
economy-7632	91	10	analysis	analysis	NOUN
economy-7632	91	11	on	on	ADP
economy-7632	91	12	secondary	secondary	ADJ
economy-7632	91	13	data	datum	NOUN
economy-7632	91	14	for	for	ADP
economy-7632	91	15	the	the	DET
economy-7632	91	16	period	period	NOUN
economy-7632	91	17	1991	1991	NUM
economy-7632	91	18	-	-	SYM
economy-7632	91	19	2015	2015	NUM
economy-7632	91	20	and	and	CCONJ
economy-7632	91	21	found	find	VERB
economy-7632	91	22	a	a	DET
economy-7632	91	23	unidirectional	unidirectional	ADJ
economy-7632	91	24	relationship	relationship	NOUN
economy-7632	91	25	between	between	ADP
economy-7632	91	26	youth	youth	NOUN
economy-7632	91	27	unemployment	unemployment	NOUN
economy-7632	91	28	and	and	CCONJ
economy-7632	91	29	economic	economic	ADJ
economy-7632	91	30	growth	growth	NOUN
economy-7632	91	31	,	,	PUNCT
economy-7632	91	32	with	with	ADP
economy-7632	91	33	causality	causality	NOUN
economy-7632	91	34	running	run	VERB
economy-7632	91	35	from	from	ADP
economy-7632	91	36	economic	economic	ADJ
economy-7632	91	37	growth	growth	NOUN
economy-7632	91	38	to	to	ADP
economy-7632	91	39	youth	youth	NOUN
economy-7632	91	40	unemployment	unemployment	NOUN
economy-7632	91	41	,	,	PUNCT
economy-7632	91	42	while	while	SCONJ
economy-7632	91	43	regression	regression	NOUN
economy-7632	91	44	output	output	NOUN
economy-7632	91	45	indicated	indicate	VERB
economy-7632	91	46	that	that	SCONJ
economy-7632	91	47	economic	economic	ADJ
economy-7632	91	48	growth	growth	NOUN
economy-7632	91	49	had	have	VERB
economy-7632	91	50	positive	positive	ADJ
economy-7632	91	51	and	and	CCONJ
economy-7632	91	52	significant	significant	ADJ
economy-7632	91	53	effects	effect	NOUN
economy-7632	91	54	on	on	ADP
economy-7632	91	55	youth	youth	NOUN
economy-7632	91	56	unemployment	unemployment	NOUN
economy-7632	91	57	.	.	PUNCT
economy-7632	92	1	usha	usha	PROPN
economy-7632	92	2	(	(	PUNCT
economy-7632	92	3	2020	2020	NUM
economy-7632	92	4	)	)	PUNCT
economy-7632	92	5	assessed	assess	VERB
economy-7632	92	6	the	the	DET
economy-7632	92	7	relationship	relationship	NOUN
economy-7632	92	8	between	between	ADP
economy-7632	92	9	unemployment	unemployment	NOUN
economy-7632	92	10	and	and	CCONJ
economy-7632	92	11	economic	economic	ADJ
economy-7632	92	12	growth	growth	NOUN
economy-7632	92	13	in	in	ADP
economy-7632	92	14	mauritius	mauritius	PROPN
economy-7632	92	15	.	.	PUNCT
economy-7632	93	1	the	the	DET
economy-7632	93	2	study	study	NOUN
economy-7632	93	3	adopted	adopt	VERB
economy-7632	93	4	autoregressive	autoregressive	ADJ
economy-7632	93	5	distributed	distribute	VERB
economy-7632	93	6	lag	lag	NOUN
economy-7632	93	7	(	(	PUNCT
economy-7632	93	8	ardl	ardl	NOUN
economy-7632	93	9	)	)	PUNCT
economy-7632	93	10	,	,	PUNCT
economy-7632	93	11	ardl	ardl	NOUN
economy-7632	93	12	error	error	NOUN
economy-7632	93	13	-	-	PUNCT
economy-7632	93	14	correction	correction	NOUN
economy-7632	93	15	model	model	NOUN
economy-7632	93	16	(	(	PUNCT
economy-7632	93	17	ardl	ardl	NOUN
economy-7632	93	18	-	-	PUNCT
economy-7632	93	19	ecm	ecm	NOUN
economy-7632	93	20	)	)	PUNCT
economy-7632	93	21	using	use	VERB
economy-7632	93	22	the	the	DET
economy-7632	93	23	ordinary	ordinary	ADJ
economy-7632	93	24	least	least	ADJ
economy-7632	93	25	squares	square	NOUN
economy-7632	93	26	(	(	PUNCT
economy-7632	93	27	ols	ol	NOUN
economy-7632	93	28	)	)	PUNCT
economy-7632	93	29	approach	approach	NOUN
economy-7632	93	30	and	and	CCONJ
economy-7632	93	31	okun	okun	PROPN
economy-7632	93	32	’s	’s	PART
economy-7632	93	33	law	law	NOUN
economy-7632	93	34	-	-	PUNCT
economy-7632	93	35	gap	gap	NOUN
economy-7632	93	36	version	version	NOUN
economy-7632	93	37	on	on	ADP
economy-7632	93	38	annual	annual	ADJ
economy-7632	93	39	data	datum	NOUN
economy-7632	93	40	for	for	ADP
economy-7632	93	41	the	the	DET
economy-7632	93	42	period	period	NOUN
economy-7632	93	43	spanning	span	VERB
economy-7632	93	44	19832017	19832017	NUM
economy-7632	93	45	.	.	PUNCT
economy-7632	94	1	the	the	DET
economy-7632	94	2	findings	finding	NOUN
economy-7632	94	3	indicated	indicate	VERB
economy-7632	94	4	that	that	SCONJ
economy-7632	94	5	both	both	CCONJ
economy-7632	94	6	in	in	ADP
economy-7632	94	7	the	the	DET
economy-7632	94	8	long	long	ADJ
economy-7632	94	9	run	run	NOUN
economy-7632	94	10	and	and	CCONJ
economy-7632	94	11	short	short	ADJ
economy-7632	94	12	run	run	NOUN
economy-7632	94	13	,	,	PUNCT
economy-7632	94	14	there	there	PRON
economy-7632	94	15	is	be	VERB
economy-7632	94	16	a	a	DET
economy-7632	94	17	negative	negative	ADJ
economy-7632	94	18	and	and	CCONJ
economy-7632	94	19	insignificant	insignificant	ADJ
economy-7632	94	20	relationship	relationship	NOUN
economy-7632	94	21	between	between	ADP
economy-7632	94	22	economic	economic	ADJ
economy-7632	94	23	growth	growth	NOUN
economy-7632	94	24	and	and	CCONJ
economy-7632	94	25	unemployment	unemployment	NOUN
economy-7632	94	26	,	,	PUNCT
economy-7632	94	27	whereas	whereas	SCONJ
economy-7632	94	28	okun	okun	PROPN
economy-7632	94	29	’s	’s	PART
economy-7632	94	30	coefficient	coefficient	NOUN
economy-7632	94	31	predicted	predict	VERB
economy-7632	94	32	that	that	SCONJ
economy-7632	94	33	a	a	DET
economy-7632	94	34	4	4	NUM
economy-7632	94	35	percent	percent	NOUN
economy-7632	94	36	increase	increase	NOUN
economy-7632	94	37	in	in	ADP
economy-7632	94	38	gdp	gdp	NOUN
economy-7632	94	39	would	would	AUX
economy-7632	94	40	reduce	reduce	VERB
economy-7632	94	41	unemployment	unemployment	NOUN
economy-7632	94	42	by	by	ADP
economy-7632	94	43	1	1	NUM
economy-7632	94	44	percent	percent	NOUN
economy-7632	94	45	.	.	PUNCT
economy-7632	95	1	2.1.3	2.1.3	NUM
economy-7632	95	2	.	.	PUNCT
economy-7632	95	3	development	development	NOUN
economy-7632	95	4	expenditure	expenditure	NOUN
economy-7632	95	5	and	and	CCONJ
economy-7632	95	6	unemployment	unemployment	NOUN
economy-7632	95	7	rate	rate	NOUN
economy-7632	95	8	wandile	wandile	NOUN
economy-7632	95	9	,	,	PUNCT
economy-7632	95	10	semosa	semosa	NOUN
economy-7632	95	11	,	,	PUNCT
economy-7632	95	12	and	and	CCONJ
economy-7632	95	13	ogujiuba	ogujiuba	NOUN
economy-7632	95	14	(	(	PUNCT
economy-7632	95	15	2024	2024	NUM
economy-7632	95	16	)	)	PUNCT
economy-7632	95	17	,	,	PUNCT
economy-7632	95	18	in	in	ADP
economy-7632	95	19	a	a	DET
economy-7632	95	20	study	study	NOUN
economy-7632	95	21	on	on	ADP
economy-7632	95	22	the	the	DET
economy-7632	95	23	effect	effect	NOUN
economy-7632	95	24	of	of	ADP
economy-7632	95	25	socio	socio	NOUN
economy-7632	95	26	-	-	PUNCT
economy-7632	95	27	economic	economic	ADJ
economy-7632	95	28	variables	variable	NOUN
economy-7632	95	29	(	(	PUNCT
economy-7632	95	30	government	government	NOUN
economy-7632	95	31	expenditure	expenditure	NOUN
economy-7632	95	32	,	,	PUNCT
economy-7632	95	33	economic	economic	ADJ
economy-7632	95	34	growth	growth	NOUN
economy-7632	95	35	,	,	PUNCT
economy-7632	95	36	and	and	CCONJ
economy-7632	95	37	population	population	NOUN
economy-7632	95	38	growth	growth	NOUN
economy-7632	95	39	)	)	PUNCT
economy-7632	95	40	on	on	ADP
economy-7632	95	41	unemployment	unemployment	NOUN
economy-7632	95	42	in	in	ADP
economy-7632	95	43	south	south	PROPN
economy-7632	95	44	africa	africa	PROPN
economy-7632	95	45	,	,	PUNCT
economy-7632	95	46	a	a	DET
economy-7632	95	47	vector	vector	NOUN
economy-7632	95	48	error	error	NOUN
economy-7632	95	49	correction	correction	NOUN
economy-7632	95	50	model	model	NOUN
economy-7632	95	51	(	(	PUNCT
economy-7632	95	52	vecm	vecm	NOUN
economy-7632	95	53	)	)	PUNCT
economy-7632	95	54	was	be	AUX
economy-7632	95	55	employed	employ	VERB
economy-7632	95	56	on	on	ADP
economy-7632	95	57	time	time	NOUN
economy-7632	95	58	series	series	PROPN
economy-7632	95	59	data	datum	NOUN
economy-7632	95	60	covering	cover	VERB
economy-7632	95	61	the	the	DET
economy-7632	95	62	years	year	NOUN
economy-7632	95	63	1980	1980	NUM
economy-7632	95	64	to	to	ADP
economy-7632	95	65	2020	2020	NUM
economy-7632	95	66	.	.	PUNCT
economy-7632	96	1	the	the	DET
economy-7632	96	2	findings	finding	NOUN
economy-7632	96	3	established	establish	VERB
economy-7632	96	4	a	a	DET
economy-7632	96	5	positive	positive	ADJ
economy-7632	96	6	and	and	CCONJ
economy-7632	96	7	significant	significant	ADJ
economy-7632	96	8	effect	effect	NOUN
economy-7632	96	9	of	of	ADP
economy-7632	96	10	government	government	NOUN
economy-7632	96	11	expenditure	expenditure	NOUN
economy-7632	96	12	on	on	ADP
economy-7632	96	13	unemployment	unemployment	NOUN
economy-7632	96	14	.	.	PUNCT
economy-7632	97	1	ibrahim	ibrahim	PROPN
economy-7632	97	2	(	(	PUNCT
economy-7632	97	3	2023	2023	NUM
economy-7632	97	4	)	)	PUNCT
economy-7632	97	5	examined	examine	VERB
economy-7632	97	6	the	the	DET
economy-7632	97	7	impact	impact	NOUN
economy-7632	97	8	of	of	ADP
economy-7632	97	9	fiscal	fiscal	ADJ
economy-7632	97	10	policy	policy	NOUN
economy-7632	97	11	tools	tool	NOUN
economy-7632	97	12	(	(	PUNCT
economy-7632	97	13	tax	tax	NOUN
economy-7632	97	14	revenue	revenue	NOUN
economy-7632	97	15	,	,	PUNCT
economy-7632	97	16	government	government	NOUN
economy-7632	97	17	expenditure	expenditure	NOUN
economy-7632	97	18	,	,	PUNCT
economy-7632	97	19	foreign	foreign	ADJ
economy-7632	97	20	direct	direct	ADJ
economy-7632	97	21	investment	investment	NOUN
economy-7632	97	22	(	(	PUNCT
economy-7632	97	23	fdi	fdi	NOUN
economy-7632	97	24	)	)	PUNCT
economy-7632	97	25	,	,	PUNCT
economy-7632	97	26	and	and	CCONJ
economy-7632	97	27	domestic	domestic	ADJ
economy-7632	97	28	investment	investment	NOUN
economy-7632	97	29	)	)	PUNCT
economy-7632	97	30	on	on	ADP
economy-7632	97	31	the	the	DET
economy-7632	97	32	unemployment	unemployment	NOUN
economy-7632	97	33	rate	rate	NOUN
economy-7632	97	34	in	in	ADP
economy-7632	97	35	nigeria	nigeria	PRON
economy-7632	97	36	between	between	ADP
economy-7632	97	37	1991	1991	NUM
economy-7632	97	38	and	and	CCONJ
economy-7632	97	39	2021	2021	NUM
economy-7632	97	40	.	.	PUNCT
economy-7632	98	1	the	the	DET
economy-7632	98	2	study	study	NOUN
economy-7632	98	3	applied	apply	VERB
economy-7632	98	4	the	the	DET
economy-7632	98	5	autoregressive	autoregressive	ADJ
economy-7632	98	6	distributed	distribute	VERB
economy-7632	98	7	lag	lag	NOUN
economy-7632	98	8	model	model	NOUN
economy-7632	98	9	(	(	PUNCT
economy-7632	98	10	ardl	ardl	NOUN
economy-7632	98	11	)	)	PUNCT
economy-7632	98	12	and	and	CCONJ
economy-7632	98	13	established	establish	VERB
economy-7632	98	14	that	that	SCONJ
economy-7632	98	15	in	in	ADP
economy-7632	98	16	the	the	DET
economy-7632	98	17	long	long	ADJ
economy-7632	98	18	run	run	NOUN
economy-7632	98	19	,	,	PUNCT
economy-7632	98	20	government	government	NOUN
economy-7632	98	21	expenditure	expenditure	NOUN
economy-7632	98	22	had	have	VERB
economy-7632	98	23	a	a	DET
economy-7632	98	24	positive	positive	ADJ
economy-7632	98	25	and	and	CCONJ
economy-7632	98	26	significant	significant	ADJ
economy-7632	98	27	effect	effect	NOUN
economy-7632	98	28	on	on	ADP
economy-7632	98	29	unemployment	unemployment	NOUN
economy-7632	98	30	.	.	PUNCT
economy-7632	99	1	in	in	ADP
economy-7632	99	2	the	the	DET
economy-7632	99	3	short	short	ADJ
economy-7632	99	4	run	run	NOUN
economy-7632	99	5	,	,	PUNCT
economy-7632	99	6	lagged	lag	VERB
economy-7632	99	7	government	government	NOUN
economy-7632	99	8	expenditure	expenditure	NOUN
economy-7632	99	9	had	have	VERB
economy-7632	99	10	a	a	DET
economy-7632	99	11	positive	positive	ADJ
economy-7632	99	12	impact	impact	NOUN
economy-7632	99	13	on	on	ADP
economy-7632	99	14	the	the	DET
economy-7632	99	15	unemployment	unemployment	NOUN
economy-7632	99	16	rate	rate	NOUN
economy-7632	99	17	.	.	PUNCT
economy-7632	100	1	hammad	hammad	PROPN
economy-7632	100	2	et	et	PROPN
economy-7632	100	3	al	al	PROPN
economy-7632	100	4	.	.	PROPN
economy-7632	100	5	(	(	PUNCT
economy-7632	100	6	2023	2023	NUM
economy-7632	100	7	)	)	PUNCT
economy-7632	100	8	assessed	assess	VERB
economy-7632	100	9	the	the	DET
economy-7632	100	10	effect	effect	NOUN
economy-7632	100	11	of	of	ADP
economy-7632	100	12	public	public	ADJ
economy-7632	100	13	spending	spending	NOUN
economy-7632	100	14	on	on	ADP
economy-7632	100	15	the	the	DET
economy-7632	100	16	unemployment	unemployment	NOUN
economy-7632	100	17	rate	rate	NOUN
economy-7632	100	18	in	in	ADP
economy-7632	100	19	iraq	iraq	PROPN
economy-7632	100	20	using	use	VERB
economy-7632	100	21	quarterly	quarterly	ADJ
economy-7632	100	22	time	time	NOUN
economy-7632	100	23	series	series	PROPN
economy-7632	100	24	data	datum	NOUN
economy-7632	100	25	for	for	ADP
economy-7632	100	26	the	the	DET
economy-7632	100	27	period	period	NOUN
economy-7632	100	28	2004	2004	NUM
economy-7632	100	29	-	-	SYM
economy-7632	100	30	2021	2021	NUM
economy-7632	100	31	.	.	PUNCT
economy-7632	101	1	the	the	DET
economy-7632	101	2	study	study	NOUN
economy-7632	101	3	used	use	VERB
economy-7632	101	4	the	the	DET
economy-7632	101	5	autoregressive	autoregressive	ADJ
economy-7632	101	6	distributed	distribute	VERB
economy-7632	101	7	lag	lag	NOUN
economy-7632	101	8	model	model	NOUN
economy-7632	101	9	(	(	PUNCT
economy-7632	101	10	ardl	ardl	NOUN
economy-7632	101	11	)	)	PUNCT
economy-7632	101	12	and	and	CCONJ
economy-7632	101	13	found	find	VERB
economy-7632	101	14	that	that	SCONJ
economy-7632	101	15	in	in	ADP
economy-7632	101	16	the	the	DET
economy-7632	101	17	short	short	ADJ
economy-7632	101	18	run	run	NOUN
economy-7632	101	19	,	,	PUNCT
economy-7632	101	20	public	public	ADJ
economy-7632	101	21	spending	spending	NOUN
economy-7632	101	22	had	have	VERB
economy-7632	101	23	a	a	DET
economy-7632	101	24	positive	positive	ADJ
economy-7632	101	25	and	and	CCONJ
economy-7632	101	26	insignificant	insignificant	ADJ
economy-7632	101	27	effect	effect	NOUN
economy-7632	101	28	on	on	ADP
economy-7632	101	29	unemployment	unemployment	NOUN
economy-7632	101	30	at	at	ADP
economy-7632	101	31	lags	lag	NOUN
economy-7632	101	32	1	1	NUM
economy-7632	101	33	and	and	CCONJ
economy-7632	101	34	2	2	NUM
economy-7632	101	35	.	.	PUNCT
economy-7632	102	1	however	however	ADV
economy-7632	102	2	,	,	PUNCT
economy-7632	102	3	at	at	ADP
economy-7632	102	4	lags	lag	NOUN
economy-7632	102	5	3	3	NUM
economy-7632	102	6	and	and	CCONJ
economy-7632	102	7	4	4	NUM
economy-7632	102	8	,	,	PUNCT
economy-7632	102	9	public	public	ADJ
economy-7632	102	10	spending	spending	NOUN
economy-7632	102	11	had	have	VERB
economy-7632	102	12	a	a	DET
economy-7632	102	13	negative	negative	ADJ
economy-7632	102	14	and	and	CCONJ
economy-7632	102	15	insignificant	insignificant	ADJ
economy-7632	102	16	effect	effect	NOUN
economy-7632	102	17	on	on	ADP
economy-7632	102	18	unemployment	unemployment	NOUN
economy-7632	102	19	.	.	PUNCT
economy-7632	103	1	further	far	ADV
economy-7632	103	2	,	,	PUNCT
economy-7632	103	3	in	in	ADP
economy-7632	103	4	the	the	DET
economy-7632	103	5	long	long	ADJ
economy-7632	103	6	run	run	NOUN
economy-7632	103	7	,	,	PUNCT
economy-7632	103	8	public	public	ADJ
economy-7632	103	9	spending	spending	NOUN
economy-7632	103	10	had	have	VERB
economy-7632	103	11	a	a	DET
economy-7632	103	12	negative	negative	ADJ
economy-7632	103	13	and	and	CCONJ
economy-7632	103	14	insignificant	insignificant	ADJ
economy-7632	103	15	effect	effect	NOUN
economy-7632	103	16	on	on	ADP
economy-7632	103	17	unemployment	unemployment	NOUN
economy-7632	103	18	.	.	PUNCT
economy-7632	104	1	kinuthia	kinuthia	PROPN
economy-7632	104	2	(	(	PUNCT
economy-7632	104	3	2022	2022	NUM
economy-7632	104	4	)	)	PUNCT
economy-7632	104	5	assessed	assess	VERB
economy-7632	104	6	the	the	DET
economy-7632	104	7	validity	validity	NOUN
economy-7632	104	8	of	of	ADP
economy-7632	104	9	the	the	DET
economy-7632	104	10	phillips	phillip	NOUN
economy-7632	104	11	curve	curve	NOUN
economy-7632	104	12	in	in	ADP
economy-7632	104	13	the	the	DET
economy-7632	104	14	kenyan	kenyan	ADJ
economy-7632	104	15	economy	economy	NOUN
economy-7632	104	16	by	by	ADP
economy-7632	104	17	examining	examine	VERB
economy-7632	104	18	the	the	DET
economy-7632	104	19	effect	effect	NOUN
economy-7632	104	20	of	of	ADP
economy-7632	104	21	inflation	inflation	NOUN
economy-7632	104	22	,	,	PUNCT
economy-7632	104	23	money	money	NOUN
economy-7632	104	24	supply	supply	NOUN
economy-7632	104	25	,	,	PUNCT
economy-7632	104	26	and	and	CCONJ
economy-7632	104	27	government	government	NOUN
economy-7632	104	28	expenditure	expenditure	NOUN
economy-7632	104	29	on	on	ADP
economy-7632	104	30	unemployment	unemployment	NOUN
economy-7632	104	31	.	.	PUNCT
economy-7632	105	1	the	the	DET
economy-7632	105	2	study	study	NOUN
economy-7632	105	3	employed	employ	VERB
economy-7632	105	4	auto	auto	NOUN
economy-7632	105	5	-	-	PUNCT
economy-7632	105	6	regressive	regressive	ADJ
economy-7632	105	7	distributed	distribute	VERB
economy-7632	105	8	lag	lag	NOUN
economy-7632	105	9	(	(	PUNCT
economy-7632	105	10	ardl	ardl	NOUN
economy-7632	105	11	)	)	PUNCT
economy-7632	105	12	and	and	CCONJ
economy-7632	105	13	error	error	NOUN
economy-7632	105	14	correction	correction	NOUN
economy-7632	105	15	model	model	NOUN
economy-7632	105	16	(	(	PUNCT
economy-7632	105	17	ecm	ecm	PROPN
economy-7632	105	18	)	)	PUNCT
economy-7632	105	19	on	on	ADP
economy-7632	105	20	annual	annual	ADJ
economy-7632	105	21	secondary	secondary	ADJ
economy-7632	105	22	time	time	NOUN
economy-7632	105	23	series	series	PROPN
economy-7632	105	24	data	datum	NOUN
economy-7632	105	25	from	from	ADP
economy-7632	105	26	1991	1991	NUM
economy-7632	105	27	to	to	ADP
economy-7632	105	28	2020	2020	NUM
economy-7632	105	29	.	.	PUNCT
economy-7632	106	1	government	government	NOUN
economy-7632	106	2	expenditure	expenditure	NOUN
economy-7632	106	3	had	have	VERB
economy-7632	106	4	a	a	DET
economy-7632	106	5	negative	negative	ADJ
economy-7632	106	6	and	and	CCONJ
economy-7632	106	7	insignificant	insignificant	ADJ
economy-7632	106	8	effect	effect	NOUN
economy-7632	106	9	in	in	ADP
economy-7632	106	10	the	the	DET
economy-7632	106	11	short	short	ADJ
economy-7632	106	12	run	run	NOUN
economy-7632	106	13	,	,	PUNCT
economy-7632	106	14	while	while	SCONJ
economy-7632	106	15	in	in	ADP
economy-7632	106	16	the	the	DET
economy-7632	106	17	long	long	ADJ
economy-7632	106	18	run	run	NOUN
economy-7632	106	19	,	,	PUNCT
economy-7632	106	20	it	it	PRON
economy-7632	106	21	had	have	VERB
economy-7632	106	22	a	a	DET
economy-7632	106	23	positive	positive	ADJ
economy-7632	106	24	but	but	CCONJ
economy-7632	106	25	insignificant	insignificant	ADJ
economy-7632	106	26	effect	effect	NOUN
economy-7632	106	27	on	on	ADP
economy-7632	106	28	unemployment	unemployment	NOUN
economy-7632	106	29	.	.	PUNCT
economy-7632	107	1	enyoghasim	enyoghasim	NOUN
economy-7632	107	2	and	and	CCONJ
economy-7632	107	3	hycenth	hycenth	ADJ
economy-7632	107	4	(	(	PUNCT
economy-7632	107	5	2022	2022	NUM
economy-7632	107	6	)	)	PUNCT
economy-7632	107	7	analyzed	analyze	VERB
economy-7632	107	8	the	the	DET
economy-7632	107	9	effect	effect	NOUN
economy-7632	107	10	of	of	ADP
economy-7632	107	11	fiscal	fiscal	ADJ
economy-7632	107	12	policy	policy	NOUN
economy-7632	107	13	tools	tool	NOUN
economy-7632	107	14	(	(	PUNCT
economy-7632	107	15	inflation	inflation	NOUN
economy-7632	107	16	rate	rate	NOUN
economy-7632	107	17	,	,	PUNCT
economy-7632	107	18	interest	interest	NOUN
economy-7632	107	19	rate	rate	NOUN
economy-7632	107	20	spread	spread	VERB
economy-7632	107	21	,	,	PUNCT
economy-7632	107	22	gross	gross	ADJ
economy-7632	107	23	fixed	fix	VERB
economy-7632	107	24	capital	capital	NOUN
economy-7632	107	25	formation	formation	NOUN
economy-7632	107	26	,	,	PUNCT
economy-7632	107	27	government	government	NOUN
economy-7632	107	28	recurrent	recurrent	NOUN
economy-7632	107	29	expenditure	expenditure	NOUN
economy-7632	107	30	,	,	PUNCT
economy-7632	107	31	government	government	NOUN
economy-7632	107	32	capital	capital	NOUN
economy-7632	107	33	expenditure	expenditure	NOUN
economy-7632	107	34	,	,	PUNCT
economy-7632	107	35	and	and	CCONJ
economy-7632	107	36	debt	debt	NOUN
economy-7632	107	37	servicing	servicing	NOUN
economy-7632	107	38	)	)	PUNCT
economy-7632	107	39	on	on	ADP
economy-7632	107	40	unemployment	unemployment	NOUN
economy-7632	107	41	in	in	ADP
economy-7632	107	42	nigeria	nigeria	PROPN
economy-7632	107	43	by	by	ADP
economy-7632	107	44	applying	apply	VERB
economy-7632	107	45	autoregressive	autoregressive	ADJ
economy-7632	107	46	distributed	distribute	VERB
economy-7632	107	47	lag	lag	NOUN
economy-7632	107	48	(	(	PUNCT
economy-7632	107	49	ardl	ardl	NOUN
economy-7632	107	50	)	)	PUNCT
economy-7632	107	51	on	on	ADP
economy-7632	107	52	annual	annual	ADJ
economy-7632	107	53	data	datum	NOUN
economy-7632	107	54	for	for	ADP
economy-7632	107	55	the	the	DET
economy-7632	107	56	period	period	NOUN
economy-7632	107	57	1981	1981	NUM
economy-7632	107	58	to	to	ADP
economy-7632	107	59	2011	2011	NUM
economy-7632	107	60	.	.	PUNCT
economy-7632	108	1	the	the	DET
economy-7632	108	2	economy	economy	NOUN
economy-7632	108	3	,	,	PUNCT
economy-7632	108	4	2025	2025	NUM
economy-7632	108	5	,	,	PUNCT
economy-7632	108	6	12(2	12(2	NUM
economy-7632	108	7	):	):	PUNCT
economy-7632	108	8	146	146	NUM
economy-7632	108	9	-	-	SYM
economy-7632	108	10	155	155	NUM
economy-7632	108	11	150	150	NUM
economy-7632	108	12	©	©	PROPN
economy-7632	108	13	2025	2025	NUM
economy-7632	108	14	by	by	ADP
economy-7632	108	15	the	the	DET
economy-7632	108	16	authors	author	NOUN
economy-7632	108	17	;	;	PUNCT
economy-7632	108	18	licensee	licensee	PROPN
economy-7632	108	19	asian	asian	ADJ
economy-7632	108	20	online	online	PROPN
economy-7632	108	21	journal	journal	PROPN
economy-7632	108	22	publishing	publishing	PROPN
economy-7632	108	23	group	group	PROPN
economy-7632	108	24	findings	finding	NOUN
economy-7632	108	25	indicated	indicate	VERB
economy-7632	108	26	a	a	DET
economy-7632	108	27	negative	negative	ADJ
economy-7632	108	28	and	and	CCONJ
economy-7632	108	29	insignificant	insignificant	ADJ
economy-7632	108	30	effect	effect	NOUN
economy-7632	108	31	of	of	ADP
economy-7632	108	32	government	government	NOUN
economy-7632	108	33	recurrent	recurrent	ADJ
economy-7632	108	34	expenditure	expenditure	NOUN
economy-7632	108	35	on	on	ADP
economy-7632	108	36	unemployment	unemployment	NOUN
economy-7632	108	37	,	,	PUNCT
economy-7632	108	38	while	while	SCONJ
economy-7632	108	39	government	government	NOUN
economy-7632	108	40	capital	capital	NOUN
economy-7632	108	41	expenditure	expenditure	NOUN
economy-7632	108	42	had	have	VERB
economy-7632	108	43	a	a	DET
economy-7632	108	44	positive	positive	ADJ
economy-7632	108	45	and	and	CCONJ
economy-7632	108	46	significant	significant	ADJ
economy-7632	108	47	effect	effect	NOUN
economy-7632	108	48	on	on	ADP
economy-7632	108	49	unemployment	unemployment	NOUN
economy-7632	108	50	.	.	PUNCT
economy-7632	109	1	abdullahi	abdullahi	PROPN
economy-7632	109	2	and	and	CCONJ
economy-7632	109	3	haruna	haruna	PROPN
economy-7632	109	4	(	(	PUNCT
economy-7632	109	5	2021	2021	NUM
economy-7632	109	6	)	)	PUNCT
economy-7632	109	7	studied	study	VERB
economy-7632	109	8	the	the	DET
economy-7632	109	9	impact	impact	NOUN
economy-7632	109	10	of	of	ADP
economy-7632	109	11	fiscal	fiscal	ADJ
economy-7632	109	12	policy	policy	NOUN
economy-7632	109	13	instruments	instrument	NOUN
economy-7632	109	14	(	(	PUNCT
economy-7632	109	15	external	external	ADJ
economy-7632	109	16	debt	debt	NOUN
economy-7632	109	17	,	,	PUNCT
economy-7632	109	18	recurrent	recurrent	ADJ
economy-7632	109	19	expenditure	expenditure	NOUN
economy-7632	109	20	,	,	PUNCT
economy-7632	109	21	capital	capital	NOUN
economy-7632	109	22	expenditure	expenditure	NOUN
economy-7632	109	23	,	,	PUNCT
economy-7632	109	24	and	and	CCONJ
economy-7632	109	25	tax	tax	NOUN
economy-7632	109	26	revenue	revenue	NOUN
economy-7632	109	27	)	)	PUNCT
economy-7632	109	28	on	on	ADP
economy-7632	109	29	unemployment	unemployment	NOUN
economy-7632	109	30	in	in	ADP
economy-7632	109	31	nigeria	nigeria	PROPN
economy-7632	109	32	using	use	VERB
economy-7632	109	33	data	datum	NOUN
economy-7632	109	34	from	from	ADP
economy-7632	109	35	1986	1986	NUM
economy-7632	109	36	to	to	ADP
economy-7632	109	37	2020	2020	NUM
economy-7632	109	38	,	,	PUNCT
economy-7632	109	39	and	and	CCONJ
economy-7632	109	40	employed	employ	VERB
economy-7632	109	41	the	the	DET
economy-7632	109	42	autoregressive	autoregressive	ADJ
economy-7632	109	43	distributed	distribute	VERB
economy-7632	109	44	lag	lag	NOUN
economy-7632	109	45	(	(	PUNCT
economy-7632	109	46	ardl	ardl	NOUN
economy-7632	109	47	)	)	PUNCT
economy-7632	109	48	model	model	NOUN
economy-7632	109	49	.	.	PUNCT
economy-7632	110	1	the	the	DET
economy-7632	110	2	results	result	NOUN
economy-7632	110	3	revealed	reveal	VERB
economy-7632	110	4	that	that	SCONJ
economy-7632	110	5	recurrent	recurrent	ADJ
economy-7632	110	6	expenditure	expenditure	NOUN
economy-7632	110	7	had	have	VERB
economy-7632	110	8	a	a	DET
economy-7632	110	9	positive	positive	ADJ
economy-7632	110	10	but	but	CCONJ
economy-7632	110	11	insignificant	insignificant	ADJ
economy-7632	110	12	effect	effect	NOUN
economy-7632	110	13	,	,	PUNCT
economy-7632	110	14	while	while	SCONJ
economy-7632	110	15	capital	capital	NOUN
economy-7632	110	16	expenditure	expenditure	NOUN
economy-7632	110	17	had	have	VERB
economy-7632	110	18	a	a	DET
economy-7632	110	19	positive	positive	ADJ
economy-7632	110	20	and	and	CCONJ
economy-7632	110	21	significant	significant	ADJ
economy-7632	110	22	impact	impact	NOUN
economy-7632	110	23	on	on	ADP
economy-7632	110	24	unemployment	unemployment	NOUN
economy-7632	110	25	in	in	ADP
economy-7632	110	26	nigeria	nigeria	PROPN
economy-7632	110	27	.	.	PUNCT
economy-7632	111	1	mungai	mungai	PROPN
economy-7632	111	2	and	and	CCONJ
economy-7632	111	3	korir	korir	PROPN
economy-7632	111	4	(	(	PUNCT
economy-7632	111	5	2020	2020	NUM
economy-7632	111	6	)	)	PUNCT
economy-7632	111	7	analyzed	analyze	VERB
economy-7632	111	8	the	the	DET
economy-7632	111	9	effect	effect	NOUN
economy-7632	111	10	of	of	ADP
economy-7632	111	11	fiscal	fiscal	ADJ
economy-7632	111	12	policy	policy	NOUN
economy-7632	111	13	(	(	PUNCT
economy-7632	111	14	government	government	NOUN
economy-7632	111	15	expenditure	expenditure	NOUN
economy-7632	111	16	)	)	PUNCT
economy-7632	111	17	,	,	PUNCT
economy-7632	111	18	inflation	inflation	NOUN
economy-7632	111	19	,	,	PUNCT
economy-7632	111	20	population	population	NOUN
economy-7632	111	21	,	,	PUNCT
economy-7632	111	22	and	and	CCONJ
economy-7632	111	23	economic	economic	ADJ
economy-7632	111	24	growth	growth	NOUN
economy-7632	111	25	on	on	ADP
economy-7632	111	26	unemployment	unemployment	NOUN
economy-7632	111	27	in	in	ADP
economy-7632	111	28	kenya	kenya	PROPN
economy-7632	111	29	using	use	VERB
economy-7632	111	30	time	time	NOUN
economy-7632	111	31	series	series	PROPN
economy-7632	111	32	data	datum	NOUN
economy-7632	111	33	over	over	ADP
economy-7632	111	34	the	the	DET
economy-7632	111	35	period	period	NOUN
economy-7632	111	36	1986	1986	NUM
economy-7632	111	37	-	-	SYM
economy-7632	111	38	2017	2017	NUM
economy-7632	111	39	.	.	PUNCT
economy-7632	112	1	the	the	DET
economy-7632	112	2	study	study	NOUN
economy-7632	112	3	employed	employ	VERB
economy-7632	112	4	ols	ol	NOUN
economy-7632	112	5	and	and	CCONJ
economy-7632	112	6	found	find	VERB
economy-7632	112	7	that	that	SCONJ
economy-7632	112	8	government	government	NOUN
economy-7632	112	9	expenditure	expenditure	NOUN
economy-7632	112	10	had	have	VERB
economy-7632	112	11	a	a	DET
economy-7632	112	12	positive	positive	ADJ
economy-7632	112	13	and	and	CCONJ
economy-7632	112	14	significant	significant	ADJ
economy-7632	112	15	effect	effect	NOUN
economy-7632	112	16	on	on	ADP
economy-7632	112	17	unemployment	unemployment	NOUN
economy-7632	112	18	.	.	PUNCT
economy-7632	113	1	saraireh	saraireh	NOUN
economy-7632	113	2	(	(	PUNCT
economy-7632	113	3	2020	2020	NUM
economy-7632	113	4	)	)	PUNCT
economy-7632	113	5	empirically	empirically	ADV
economy-7632	113	6	examined	examine	VERB
economy-7632	113	7	the	the	DET
economy-7632	113	8	effect	effect	NOUN
economy-7632	113	9	of	of	ADP
economy-7632	113	10	government	government	NOUN
economy-7632	113	11	expenditure	expenditure	NOUN
economy-7632	113	12	,	,	PUNCT
economy-7632	113	13	private	private	ADJ
economy-7632	113	14	investment	investment	NOUN
economy-7632	113	15	,	,	PUNCT
economy-7632	113	16	development	development	NOUN
economy-7632	113	17	assistance	assistance	NOUN
economy-7632	113	18	,	,	PUNCT
economy-7632	113	19	and	and	CCONJ
economy-7632	113	20	gross	gross	ADJ
economy-7632	113	21	fixed	fix	VERB
economy-7632	113	22	capital	capital	NOUN
economy-7632	113	23	formation	formation	NOUN
economy-7632	113	24	(	(	PUNCT
economy-7632	113	25	gfcf	gfcf	NOUN
economy-7632	113	26	)	)	PUNCT
economy-7632	113	27	on	on	ADP
economy-7632	113	28	unemployment	unemployment	NOUN
economy-7632	113	29	in	in	ADP
economy-7632	113	30	jordan	jordan	PROPN
economy-7632	113	31	.	.	PUNCT
economy-7632	114	1	the	the	DET
economy-7632	114	2	study	study	NOUN
economy-7632	114	3	utilized	utilize	VERB
economy-7632	114	4	autoregressive	autoregressive	ADJ
economy-7632	114	5	distributed	distribute	VERB
economy-7632	114	6	lag	lag	NOUN
economy-7632	114	7	(	(	PUNCT
economy-7632	114	8	ardl	ardl	NOUN
economy-7632	114	9	)	)	PUNCT
economy-7632	114	10	on	on	ADP
economy-7632	114	11	annual	annual	ADJ
economy-7632	114	12	data	datum	NOUN
economy-7632	114	13	for	for	ADP
economy-7632	114	14	the	the	DET
economy-7632	114	15	period	period	NOUN
economy-7632	114	16	1990	1990	NUM
economy-7632	114	17	to	to	ADP
economy-7632	114	18	2019	2019	NUM
economy-7632	114	19	,	,	PUNCT
economy-7632	114	20	and	and	CCONJ
economy-7632	114	21	findings	finding	NOUN
economy-7632	114	22	revealed	reveal	VERB
economy-7632	114	23	that	that	SCONJ
economy-7632	114	24	in	in	ADP
economy-7632	114	25	the	the	DET
economy-7632	114	26	long	long	ADJ
economy-7632	114	27	run	run	NOUN
economy-7632	114	28	,	,	PUNCT
economy-7632	114	29	government	government	NOUN
economy-7632	114	30	expenditure	expenditure	NOUN
economy-7632	114	31	had	have	VERB
economy-7632	114	32	a	a	DET
economy-7632	114	33	negative	negative	ADJ
economy-7632	114	34	and	and	CCONJ
economy-7632	114	35	significant	significant	ADJ
economy-7632	114	36	effect	effect	NOUN
economy-7632	114	37	on	on	ADP
economy-7632	114	38	unemployment	unemployment	NOUN
economy-7632	114	39	,	,	PUNCT
economy-7632	114	40	while	while	SCONJ
economy-7632	114	41	in	in	ADP
economy-7632	114	42	the	the	DET
economy-7632	114	43	short	short	ADJ
economy-7632	114	44	run	run	NOUN
economy-7632	114	45	,	,	PUNCT
economy-7632	114	46	it	it	PRON
economy-7632	114	47	had	have	VERB
economy-7632	114	48	a	a	DET
economy-7632	114	49	positive	positive	ADJ
economy-7632	114	50	and	and	CCONJ
economy-7632	114	51	significant	significant	ADJ
economy-7632	114	52	effect	effect	NOUN
economy-7632	114	53	on	on	ADP
economy-7632	114	54	unemployment	unemployment	NOUN
economy-7632	114	55	.	.	PUNCT
economy-7632	115	1	2.1.4	2.1.4	NUM
economy-7632	115	2	vat	vat	NOUN
economy-7632	115	3	on	on	ADP
economy-7632	115	4	unemployment	unemployment	NOUN
economy-7632	115	5	olabiyi	olabiyi	NOUN
economy-7632	115	6	,	,	PUNCT
economy-7632	115	7	etong	etong	ADJ
economy-7632	115	8	,	,	PUNCT
economy-7632	115	9	olaniyan	olaniyan	ADJ
economy-7632	115	10	,	,	PUNCT
economy-7632	115	11	and	and	CCONJ
economy-7632	115	12	akinrinde	akinrinde	PROPN
economy-7632	115	13	(	(	PUNCT
economy-7632	115	14	2024	2024	NUM
economy-7632	115	15	)	)	PUNCT
economy-7632	115	16	assessed	assess	VERB
economy-7632	115	17	the	the	DET
economy-7632	115	18	impacts	impact	NOUN
economy-7632	115	19	of	of	ADP
economy-7632	115	20	vat	vat	NOUN
economy-7632	115	21	on	on	ADP
economy-7632	115	22	unemployment	unemployment	NOUN
economy-7632	115	23	in	in	ADP
economy-7632	115	24	nigeria	nigeria	PROPN
economy-7632	115	25	but	but	CCONJ
economy-7632	115	26	included	include	VERB
economy-7632	115	27	the	the	DET
economy-7632	115	28	inflation	inflation	NOUN
economy-7632	115	29	rate	rate	NOUN
economy-7632	115	30	and	and	CCONJ
economy-7632	115	31	manufacturing	manufacturing	NOUN
economy-7632	115	32	output	output	NOUN
economy-7632	115	33	as	as	ADP
economy-7632	115	34	control	control	NOUN
economy-7632	115	35	variables	variable	NOUN
economy-7632	115	36	.	.	PUNCT
economy-7632	116	1	the	the	DET
economy-7632	116	2	study	study	NOUN
economy-7632	116	3	employed	employ	VERB
economy-7632	116	4	the	the	DET
economy-7632	116	5	ardl	ardl	NOUN
economy-7632	116	6	model	model	NOUN
economy-7632	116	7	on	on	ADP
economy-7632	116	8	time	time	NOUN
economy-7632	116	9	series	series	PROPN
economy-7632	116	10	data	data	PROPN
economy-7632	116	11	for	for	ADP
economy-7632	116	12	the	the	DET
economy-7632	116	13	period	period	NOUN
economy-7632	116	14	1994	1994	NUM
economy-7632	116	15	-	-	SYM
economy-7632	116	16	2021	2021	NUM
economy-7632	116	17	and	and	CCONJ
economy-7632	116	18	found	find	VERB
economy-7632	116	19	that	that	SCONJ
economy-7632	116	20	,	,	PUNCT
economy-7632	116	21	in	in	ADP
economy-7632	116	22	the	the	DET
economy-7632	116	23	short	short	ADJ
economy-7632	116	24	run	run	NOUN
economy-7632	116	25	,	,	PUNCT
economy-7632	116	26	vat	vat	NOUN
economy-7632	116	27	had	have	VERB
economy-7632	116	28	positive	positive	ADJ
economy-7632	116	29	and	and	CCONJ
economy-7632	116	30	significant	significant	ADJ
economy-7632	116	31	effects	effect	NOUN
economy-7632	116	32	on	on	ADP
economy-7632	116	33	unemployment	unemployment	NOUN
economy-7632	116	34	,	,	PUNCT
economy-7632	116	35	while	while	SCONJ
economy-7632	116	36	in	in	ADP
economy-7632	116	37	the	the	DET
economy-7632	116	38	long	long	ADJ
economy-7632	116	39	run	run	NOUN
economy-7632	116	40	,	,	PUNCT
economy-7632	116	41	vat	vat	NOUN
economy-7632	116	42	had	have	VERB
economy-7632	116	43	a	a	DET
economy-7632	116	44	negative	negative	ADJ
economy-7632	116	45	and	and	CCONJ
economy-7632	116	46	significant	significant	ADJ
economy-7632	116	47	effect	effect	NOUN
economy-7632	116	48	on	on	ADP
economy-7632	116	49	unemployment	unemployment	NOUN
economy-7632	116	50	.	.	PUNCT
economy-7632	117	1	peter	peter	PROPN
economy-7632	117	2	,	,	PUNCT
economy-7632	117	3	olaolu	olaolu	NOUN
economy-7632	117	4	,	,	PUNCT
economy-7632	117	5	and	and	CCONJ
economy-7632	117	6	nneka	nneka	PROPN
economy-7632	117	7	(	(	PUNCT
economy-7632	117	8	2021	2021	NUM
economy-7632	117	9	)	)	PUNCT
economy-7632	117	10	focused	focus	VERB
economy-7632	117	11	on	on	ADP
economy-7632	117	12	the	the	DET
economy-7632	117	13	effects	effect	NOUN
economy-7632	117	14	of	of	ADP
economy-7632	117	15	tax	tax	NOUN
economy-7632	117	16	revenues	revenue	NOUN
economy-7632	117	17	(	(	PUNCT
economy-7632	117	18	with	with	ADP
economy-7632	117	19	vat	vat	NOUN
economy-7632	117	20	as	as	ADP
economy-7632	117	21	one	one	NUM
economy-7632	117	22	of	of	ADP
economy-7632	117	23	the	the	DET
economy-7632	117	24	variables	variable	NOUN
economy-7632	117	25	)	)	PUNCT
economy-7632	117	26	on	on	ADP
economy-7632	117	27	unemployment	unemployment	NOUN
economy-7632	117	28	in	in	ADP
economy-7632	117	29	nigeria	nigeria	PROPN
economy-7632	117	30	.	.	PUNCT
economy-7632	118	1	the	the	DET
economy-7632	118	2	study	study	NOUN
economy-7632	118	3	utilized	utilize	VERB
economy-7632	118	4	ardl	ardl	NOUN
economy-7632	118	5	-	-	PUNCT
economy-7632	118	6	ecm	ecm	NOUN
economy-7632	118	7	on	on	ADP
economy-7632	118	8	secondary	secondary	ADJ
economy-7632	118	9	data	datum	NOUN
economy-7632	118	10	spanning	span	VERB
economy-7632	118	11	1994	1994	NUM
economy-7632	118	12	-	-	SYM
economy-7632	118	13	2020	2020	NUM
economy-7632	118	14	and	and	CCONJ
economy-7632	118	15	established	establish	VERB
economy-7632	118	16	that	that	SCONJ
economy-7632	118	17	vat	vat	NOUN
economy-7632	118	18	had	have	VERB
economy-7632	118	19	a	a	DET
economy-7632	118	20	positive	positive	ADJ
economy-7632	118	21	and	and	CCONJ
economy-7632	118	22	significant	significant	ADJ
economy-7632	118	23	effect	effect	NOUN
economy-7632	118	24	on	on	ADP
economy-7632	118	25	the	the	DET
economy-7632	118	26	unemployment	unemployment	NOUN
economy-7632	118	27	rate	rate	NOUN
economy-7632	118	28	in	in	ADP
economy-7632	118	29	nigeria	nigeria	PROPN
economy-7632	118	30	.	.	PUNCT
economy-7632	119	1	kadenge	kadenge	NOUN
economy-7632	119	2	(	(	PUNCT
economy-7632	119	3	2021	2021	NUM
economy-7632	119	4	)	)	PUNCT
economy-7632	119	5	assessed	assess	VERB
economy-7632	119	6	the	the	DET
economy-7632	119	7	effects	effect	NOUN
economy-7632	119	8	of	of	ADP
economy-7632	119	9	taxes	taxis	NOUN
economy-7632	119	10	(	(	PUNCT
economy-7632	119	11	vat	vat	NOUN
economy-7632	119	12	,	,	PUNCT
economy-7632	119	13	income	income	NOUN
economy-7632	119	14	tax	tax	NOUN
economy-7632	119	15	,	,	PUNCT
economy-7632	119	16	customs	custom	NOUN
economy-7632	119	17	,	,	PUNCT
economy-7632	119	18	and	and	CCONJ
economy-7632	119	19	excise	excise	NOUN
economy-7632	119	20	duty	duty	NOUN
economy-7632	119	21	)	)	PUNCT
economy-7632	119	22	on	on	ADP
economy-7632	119	23	economic	economic	ADJ
economy-7632	119	24	performance	performance	NOUN
economy-7632	119	25	in	in	ADP
economy-7632	119	26	kenya	kenya	PROPN
economy-7632	119	27	.	.	PUNCT
economy-7632	120	1	the	the	DET
economy-7632	120	2	study	study	NOUN
economy-7632	120	3	employed	employ	VERB
economy-7632	120	4	ols	ol	NOUN
economy-7632	120	5	on	on	ADP
economy-7632	120	6	secondary	secondary	ADJ
economy-7632	120	7	data	datum	NOUN
economy-7632	120	8	for	for	ADP
economy-7632	120	9	the	the	DET
economy-7632	120	10	period	period	NOUN
economy-7632	120	11	2010	2010	NUM
economy-7632	120	12	-	-	SYM
economy-7632	120	13	2020	2020	NUM
economy-7632	120	14	and	and	CCONJ
economy-7632	120	15	found	find	VERB
economy-7632	120	16	that	that	SCONJ
economy-7632	120	17	vat	vat	NOUN
economy-7632	120	18	could	could	AUX
economy-7632	120	19	reduce	reduce	VERB
economy-7632	120	20	unemployment	unemployment	NOUN
economy-7632	120	21	through	through	ADP
economy-7632	120	22	its	its	PRON
economy-7632	120	23	positive	positive	ADJ
economy-7632	120	24	and	and	CCONJ
economy-7632	120	25	insignificant	insignificant	ADJ
economy-7632	120	26	effects	effect	NOUN
economy-7632	120	27	on	on	ADP
economy-7632	120	28	gdp	gdp	PROPN
economy-7632	120	29	.	.	PROPN
economy-7632	120	30	enueshike	enueshike	PROPN
economy-7632	120	31	,	,	PUNCT
economy-7632	120	32	dele	dele	PROPN
economy-7632	120	33	,	,	PUNCT
economy-7632	120	34	and	and	CCONJ
economy-7632	120	35	nwala	nwala	PROPN
economy-7632	120	36	(	(	PUNCT
economy-7632	120	37	2021	2021	NUM
economy-7632	120	38	)	)	PUNCT
economy-7632	120	39	examined	examine	VERB
economy-7632	120	40	the	the	DET
economy-7632	120	41	effect	effect	NOUN
economy-7632	120	42	of	of	ADP
economy-7632	120	43	tax	tax	NOUN
economy-7632	120	44	revenue	revenue	NOUN
economy-7632	120	45	(	(	PUNCT
economy-7632	120	46	corporate	corporate	ADJ
economy-7632	120	47	taxes	taxis	NOUN
economy-7632	120	48	,	,	PUNCT
economy-7632	120	49	customs	custom	NOUN
economy-7632	120	50	tax	tax	NOUN
economy-7632	120	51	,	,	PUNCT
economy-7632	120	52	excise	excise	NOUN
economy-7632	120	53	duty	duty	NOUN
economy-7632	120	54	,	,	PUNCT
economy-7632	120	55	and	and	CCONJ
economy-7632	120	56	vat	vat	NOUN
economy-7632	120	57	)	)	PUNCT
economy-7632	120	58	on	on	ADP
economy-7632	120	59	unemployment	unemployment	NOUN
economy-7632	120	60	in	in	ADP
economy-7632	120	61	nigeria	nigeria	PROPN
economy-7632	120	62	from	from	ADP
economy-7632	120	63	1994	1994	NUM
economy-7632	120	64	to	to	ADP
economy-7632	120	65	2020	2020	NUM
economy-7632	120	66	.	.	PUNCT
economy-7632	121	1	the	the	DET
economy-7632	121	2	study	study	NOUN
economy-7632	121	3	used	use	VERB
economy-7632	121	4	ardl	ardl	NOUN
economy-7632	121	5	-	-	PUNCT
economy-7632	121	6	error	error	NOUN
economy-7632	121	7	correction	correction	NOUN
economy-7632	121	8	model	model	NOUN
economy-7632	121	9	(	(	PUNCT
economy-7632	121	10	ecm	ecm	PROPN
economy-7632	121	11	)	)	PUNCT
economy-7632	121	12	and	and	CCONJ
economy-7632	121	13	established	establish	VERB
economy-7632	121	14	that	that	SCONJ
economy-7632	121	15	vat	vat	NOUN
economy-7632	121	16	had	have	VERB
economy-7632	121	17	a	a	DET
economy-7632	121	18	positive	positive	ADJ
economy-7632	121	19	and	and	CCONJ
economy-7632	121	20	significant	significant	ADJ
economy-7632	121	21	effect	effect	NOUN
economy-7632	121	22	on	on	ADP
economy-7632	121	23	unemployment	unemployment	NOUN
economy-7632	121	24	in	in	ADP
economy-7632	121	25	nigeria	nigeria	PROPN
economy-7632	121	26	.	.	PUNCT
economy-7632	122	1	anichebe	anichebe	PROPN
economy-7632	122	2	(	(	PUNCT
economy-7632	122	3	2019	2019	NUM
economy-7632	122	4	)	)	PUNCT
economy-7632	122	5	examined	examine	VERB
economy-7632	122	6	the	the	DET
economy-7632	122	7	effect	effect	NOUN
economy-7632	122	8	of	of	ADP
economy-7632	122	9	tax	tax	NOUN
economy-7632	122	10	policy	policy	NOUN
economy-7632	122	11	(	(	PUNCT
economy-7632	122	12	specifically	specifically	ADV
economy-7632	122	13	company	company	NOUN
economy-7632	122	14	income	income	NOUN
economy-7632	122	15	tax	tax	NOUN
economy-7632	122	16	,	,	PUNCT
economy-7632	122	17	personal	personal	ADJ
economy-7632	122	18	income	income	NOUN
economy-7632	122	19	tax	tax	NOUN
economy-7632	122	20	,	,	PUNCT
economy-7632	122	21	and	and	CCONJ
economy-7632	122	22	customs	custom	NOUN
economy-7632	122	23	and	and	CCONJ
economy-7632	122	24	excise	excise	NOUN
economy-7632	122	25	duty	duty	NOUN
economy-7632	122	26	)	)	PUNCT
economy-7632	122	27	on	on	ADP
economy-7632	122	28	unemployment	unemployment	NOUN
economy-7632	122	29	in	in	ADP
economy-7632	122	30	nigeria	nigeria	PROPN
economy-7632	122	31	.	.	PUNCT
economy-7632	123	1	the	the	DET
economy-7632	123	2	study	study	NOUN
economy-7632	123	3	employed	employ	VERB
economy-7632	123	4	ols	ol	NOUN
economy-7632	123	5	on	on	ADP
economy-7632	123	6	time	time	NOUN
economy-7632	123	7	series	series	PROPN
economy-7632	123	8	data	datum	NOUN
economy-7632	123	9	from	from	ADP
economy-7632	123	10	1981	1981	NUM
economy-7632	123	11	to	to	ADP
economy-7632	123	12	2017	2017	NUM
economy-7632	123	13	and	and	CCONJ
economy-7632	123	14	established	establish	VERB
economy-7632	123	15	a	a	DET
economy-7632	123	16	positive	positive	ADJ
economy-7632	123	17	and	and	CCONJ
economy-7632	123	18	significant	significant	ADJ
economy-7632	123	19	effect	effect	NOUN
economy-7632	123	20	of	of	ADP
economy-7632	123	21	vat	vat	NOUN
economy-7632	123	22	on	on	ADP
economy-7632	123	23	the	the	DET
economy-7632	123	24	unemployment	unemployment	NOUN
economy-7632	123	25	rate	rate	NOUN
economy-7632	123	26	.	.	PUNCT
economy-7632	124	1	3	3	X
economy-7632	124	2	.	.	X
economy-7632	124	3	methodology	methodology	NOUN
economy-7632	124	4	the	the	DET
economy-7632	124	5	study	study	NOUN
economy-7632	124	6	employed	employ	VERB
economy-7632	124	7	a	a	DET
economy-7632	124	8	time	time	NOUN
economy-7632	124	9	series	series	PROPN
economy-7632	124	10	research	research	NOUN
economy-7632	124	11	design	design	NOUN
economy-7632	124	12	due	due	ADP
economy-7632	124	13	to	to	ADP
economy-7632	124	14	its	its	PRON
economy-7632	124	15	suitability	suitability	NOUN
economy-7632	124	16	in	in	ADP
economy-7632	124	17	detecting	detect	VERB
economy-7632	124	18	long	long	ADJ
economy-7632	124	19	-	-	PUNCT
economy-7632	124	20	term	term	NOUN
economy-7632	124	21	patterns	pattern	NOUN
economy-7632	124	22	and	and	CCONJ
economy-7632	124	23	the	the	DET
economy-7632	124	24	impact	impact	NOUN
economy-7632	124	25	of	of	ADP
economy-7632	124	26	policy	policy	NOUN
economy-7632	124	27	changes	change	NOUN
economy-7632	124	28	and	and	CCONJ
economy-7632	124	29	economic	economic	ADJ
economy-7632	124	30	shocks	shock	NOUN
economy-7632	124	31	.	.	PUNCT
economy-7632	125	1	this	this	PRON
economy-7632	125	2	will	will	AUX
economy-7632	125	3	enable	enable	VERB
economy-7632	125	4	the	the	DET
economy-7632	125	5	study	study	NOUN
economy-7632	125	6	to	to	PART
economy-7632	125	7	examine	examine	VERB
economy-7632	125	8	how	how	SCONJ
economy-7632	125	9	macroeconomic	macroeconomic	ADJ
economy-7632	125	10	variables	variable	NOUN
economy-7632	125	11	influence	influence	VERB
economy-7632	125	12	unemployment	unemployment	NOUN
economy-7632	125	13	trends	trend	NOUN
economy-7632	125	14	over	over	ADP
economy-7632	125	15	the	the	DET
economy-7632	125	16	review	review	NOUN
economy-7632	125	17	period	period	NOUN
economy-7632	125	18	.	.	PUNCT
economy-7632	126	1	3.1	3.1	NUM
economy-7632	126	2	.	.	PUNCT
economy-7632	126	3	model	model	NOUN
economy-7632	126	4	specification	specification	NOUN
economy-7632	126	5	unemployment	unemployment	NOUN
economy-7632	126	6	was	be	AUX
economy-7632	126	7	defined	define	VERB
economy-7632	126	8	as	as	ADP
economy-7632	126	9	a	a	DET
economy-7632	126	10	function	function	NOUN
economy-7632	126	11	of	of	ADP
economy-7632	126	12	lending	lending	NOUN
economy-7632	126	13	rate	rate	NOUN
economy-7632	126	14	,	,	PUNCT
economy-7632	126	15	vat	vat	NOUN
economy-7632	126	16	,	,	PUNCT
economy-7632	126	17	development	development	NOUN
economy-7632	126	18	expenditure	expenditure	NOUN
economy-7632	126	19	,	,	PUNCT
economy-7632	126	20	and	and	CCONJ
economy-7632	126	21	economic	economic	ADJ
economy-7632	126	22	growth	growth	NOUN
economy-7632	126	23	,	,	PUNCT
economy-7632	126	24	as	as	SCONJ
economy-7632	126	25	shown	show	VERB
economy-7632	126	26	below	below	ADP
economy-7632	126	27	:	:	PUNCT
economy-7632	126	28	unemployment	unemployment	NOUN
economy-7632	126	29	=	=	SYM
economy-7632	126	30	f(lending	f(lending	NOUN
economy-7632	126	31	rate	rate	NOUN
economy-7632	126	32	,	,	PUNCT
economy-7632	126	33	vat	vat	NOUN
economy-7632	126	34	,	,	PUNCT
economy-7632	126	35	development	development	NOUN
economy-7632	126	36	expenditure	expenditure	NOUN
economy-7632	126	37	,	,	PUNCT
economy-7632	126	38	economic	economic	ADJ
economy-7632	126	39	growth	growth	NOUN
economy-7632	126	40	)	)	PUNCT
economy-7632	126	41	(	(	PUNCT
economy-7632	126	42	1	1	X
economy-7632	126	43	)	)	PUNCT
economy-7632	126	44	log	log	NOUN
economy-7632	126	45	transformation	transformation	NOUN
economy-7632	126	46	was	be	AUX
economy-7632	126	47	applied	apply	VERB
economy-7632	126	48	to	to	ADP
economy-7632	126	49	the	the	DET
economy-7632	126	50	development	development	NOUN
economy-7632	126	51	expenditure	expenditure	NOUN
economy-7632	126	52	to	to	PART
economy-7632	126	53	reduce	reduce	VERB
economy-7632	126	54	data	datum	NOUN
economy-7632	126	55	skewness	skewness	NOUN
economy-7632	126	56	.	.	PUNCT
economy-7632	127	1	the	the	DET
economy-7632	127	2	study	study	NOUN
economy-7632	127	3	employed	employ	VERB
economy-7632	127	4	time	time	NOUN
economy-7632	127	5	series	series	PROPN
economy-7632	127	6	data	data	PROPN
economy-7632	127	7	,	,	PUNCT
economy-7632	127	8	and	and	CCONJ
economy-7632	127	9	equation	equation	NOUN
economy-7632	127	10	1	1	NUM
economy-7632	127	11	will	will	AUX
economy-7632	127	12	be	be	AUX
economy-7632	127	13	rewritten	rewrite	VERB
economy-7632	127	14	as	as	ADP
economy-7632	127	15	:	:	PUNCT
economy-7632	127	16	𝑌𝑡	𝑌𝑡	PROPN
economy-7632	127	17	=	=	PUNCT
economy-7632	127	18	𝛽0	𝛽0	PROPN
economy-7632	127	19	+	+	CCONJ
economy-7632	127	20	𝛽1𝑋1𝑡	𝛽1𝑋1𝑡	PROPN
economy-7632	127	21	+	+	CCONJ
economy-7632	127	22	𝛽2𝑋2𝑡	𝛽2𝑋2𝑡	NOUN
economy-7632	127	23	+	+	CCONJ
economy-7632	127	24	𝛽3𝑋3𝑡	𝛽3𝑋3𝑡	ADJ
economy-7632	128	1	+	+	CCONJ
economy-7632	128	2	𝑙𝑛𝛽4𝑋4𝑡	𝑙𝑛𝛽4𝑋4𝑡	ADJ
economy-7632	129	1	+	+	CCONJ
economy-7632	129	2	휀	휀	X
economy-7632	129	3	,	,	PUNCT
economy-7632	129	4	휀~𝑁(0	휀~𝑁(0	ADJ
economy-7632	129	5	,	,	PUNCT
economy-7632	129	6	𝛿2	𝛿2	NOUN
economy-7632	129	7	)	)	PUNCT
economy-7632	129	8	(	(	PUNCT
economy-7632	129	9	2	2	X
economy-7632	129	10	)	)	PUNCT
economy-7632	129	11	where	where	SCONJ
economy-7632	129	12	:	:	PUNCT
economy-7632	129	13	y	y	PROPN
economy-7632	129	14	represents	represent	VERB
economy-7632	129	15	unemployment	unemployment	NOUN
economy-7632	129	16	,	,	PUNCT
economy-7632	129	17	x1	x1	PROPN
economy-7632	129	18	represents	represent	VERB
economy-7632	129	19	the	the	DET
economy-7632	129	20	commercial	commercial	ADJ
economy-7632	129	21	lending	lending	NOUN
economy-7632	129	22	rate	rate	NOUN
economy-7632	129	23	,	,	PUNCT
economy-7632	129	24	x2	x2	PRON
economy-7632	129	25	represents	represent	VERB
economy-7632	129	26	the	the	DET
economy-7632	129	27	log	log	NOUN
economy-7632	129	28	of	of	ADP
economy-7632	129	29	development	development	NOUN
economy-7632	129	30	expenditure	expenditure	NOUN
economy-7632	129	31	,	,	PUNCT
economy-7632	129	32	x3	x3	PROPN
economy-7632	129	33	represents	represent	VERB
economy-7632	129	34	the	the	DET
economy-7632	129	35	economic	economic	ADJ
economy-7632	129	36	growth	growth	NOUN
economy-7632	129	37	rate	rate	NOUN
economy-7632	129	38	,	,	PUNCT
economy-7632	129	39	and	and	CCONJ
economy-7632	129	40	x4	x4	PROPN
economy-7632	129	41	represents	represent	VERB
economy-7632	129	42	vat	vat	NOUN
economy-7632	129	43	.	.	PUNCT
economy-7632	130	1	to	to	PART
economy-7632	130	2	correct	correct	VERB
economy-7632	130	3	the	the	DET
economy-7632	130	4	autocorrelation	autocorrelation	NOUN
economy-7632	130	5	issue	issue	NOUN
economy-7632	130	6	,	,	PUNCT
economy-7632	130	7	an	an	DET
economy-7632	130	8	ar	ar	NOUN
economy-7632	130	9	(	(	PUNCT
economy-7632	130	10	1	1	NUM
economy-7632	130	11	)	)	PUNCT
economy-7632	130	12	term	term	NOUN
economy-7632	130	13	was	be	AUX
economy-7632	130	14	introduced	introduce	VERB
economy-7632	130	15	into	into	ADP
economy-7632	130	16	equation	equation	NOUN
economy-7632	130	17	2	2	NUM
economy-7632	130	18	and	and	CCONJ
economy-7632	130	19	rewritten	rewrite	VERB
economy-7632	130	20	as	as	ADP
economy-7632	130	21	:	:	PUNCT
economy-7632	130	22	𝑌𝑡	𝑌𝑡	PROPN
economy-7632	130	23	=	=	PUNCT
economy-7632	130	24	𝛽0	𝛽0	PROPN
economy-7632	130	25	+	+	CCONJ
economy-7632	130	26	𝛽1𝑋1𝑡	𝛽1𝑋1𝑡	PROPN
economy-7632	130	27	+	+	CCONJ
economy-7632	130	28	𝛽2𝑋2𝑡	𝛽2𝑋2𝑡	NOUN
economy-7632	130	29	+	+	CCONJ
economy-7632	130	30	𝛽3𝑋3𝑡	𝛽3𝑋3𝑡	ADJ
economy-7632	130	31	+	+	CCONJ
economy-7632	130	32	𝛽4𝑋4𝑡	𝛽4𝑋4𝑡	ADJ
economy-7632	130	33	+	+	CCONJ
economy-7632	131	1	∅𝑌𝑡−1	∅𝑌𝑡−1	PROPN
economy-7632	131	2	+	+	CCONJ
economy-7632	131	3	휀	휀	X
economy-7632	131	4	(	(	PUNCT
economy-7632	131	5	3	3	NUM
economy-7632	131	6	)	)	PUNCT
economy-7632	131	7	since	since	SCONJ
economy-7632	131	8	a	a	DET
economy-7632	131	9	break	break	NOUN
economy-7632	131	10	was	be	AUX
economy-7632	131	11	anticipated	anticipate	VERB
economy-7632	131	12	,	,	PUNCT
economy-7632	131	13	the	the	DET
economy-7632	131	14	study	study	NOUN
economy-7632	131	15	employed	employ	VERB
economy-7632	131	16	a	a	DET
economy-7632	131	17	markov	markov	NOUN
economy-7632	131	18	switching	switching	NOUN
economy-7632	131	19	model	model	NOUN
economy-7632	131	20	(	(	PUNCT
economy-7632	131	21	hamilton	hamilton	PROPN
economy-7632	131	22	,	,	PUNCT
economy-7632	131	23	1989	1989	NUM
economy-7632	131	24	)	)	PUNCT
economy-7632	131	25	to	to	PART
economy-7632	131	26	account	account	VERB
economy-7632	131	27	for	for	ADP
economy-7632	131	28	the	the	DET
economy-7632	131	29	break	break	NOUN
economy-7632	131	30	.	.	PUNCT
economy-7632	132	1	let	let	VERB
economy-7632	132	2	st	st	PROPN
economy-7632	132	3	represent	represent	VERB
economy-7632	132	4	the	the	DET
economy-7632	132	5	unobserved	unobserved	ADJ
economy-7632	132	6	state	state	NOUN
economy-7632	132	7	.	.	PUNCT
economy-7632	133	1	a	a	DET
economy-7632	133	2	markov	markov	NOUN
economy-7632	133	3	switching	switch	VERB
economy-7632	133	4	linear	linear	NOUN
economy-7632	133	5	model	model	NOUN
economy-7632	133	6	can	can	AUX
economy-7632	133	7	be	be	AUX
economy-7632	133	8	stated	state	VERB
economy-7632	133	9	as	as	SCONJ
economy-7632	133	10	follows	follow	VERB
economy-7632	133	11	:	:	PUNCT
economy-7632	133	12	y𝑠𝑡	y𝑠𝑡	PROPN
economy-7632	133	13	=	=	PUNCT
economy-7632	133	14	𝛽0,𝑠𝑡	𝛽0,𝑠𝑡	PROPN
economy-7632	133	15	+	+	CCONJ
economy-7632	133	16	𝛽1,𝑠𝑡𝑋1𝑡	𝛽1,𝑠𝑡𝑋1𝑡	ADJ
economy-7632	133	17	+	+	NUM
economy-7632	133	18	𝛽2,𝑠𝑡𝑋2𝑡	𝛽2,𝑠𝑡𝑋2𝑡	NOUN
economy-7632	133	19	+	+	CCONJ
economy-7632	133	20	𝛽3,𝑠𝑡𝑋3𝑡	𝛽3,𝑠𝑡𝑋3𝑡	ADJ
economy-7632	133	21	+	+	X
economy-7632	133	22	𝛽4,𝑠𝑡𝑋4𝑡	𝛽4,𝑠𝑡𝑋4𝑡	NOUN
economy-7632	133	23	+	+	CCONJ
economy-7632	133	24	∅𝑠𝑡𝑌𝑡−1	∅𝑠𝑡𝑌𝑡−1	NOUN
economy-7632	133	25	+	+	CCONJ
economy-7632	133	26	휀𝑖𝑡	휀𝑖𝑡	NOUN
economy-7632	133	27	,	,	PUNCT
economy-7632	133	28	ε𝑡𝑖	ε𝑡𝑖	ADV
economy-7632	133	29	~𝑁(0	~𝑁(0	NUM
economy-7632	133	30	,	,	PUNCT
economy-7632	133	31	𝜎𝑠𝑡	𝜎𝑠𝑡	NOUN
economy-7632	133	32	2	2	NUM
economy-7632	133	33	)	)	PUNCT
economy-7632	133	34	.	.	PUNCT
economy-7632	134	1	(	(	PUNCT
economy-7632	134	2	4	4	X
economy-7632	134	3	)	)	PUNCT
economy-7632	134	4	where	where	SCONJ
economy-7632	134	5	;	;	PUNCT
economy-7632	134	6	𝑆𝑡	𝑆𝑡	PROPN
economy-7632	134	7	𝜖{1	𝜖{1	VERB
economy-7632	134	8	…	…	PUNCT
economy-7632	134	9	𝐾	𝐾	NOUN
economy-7632	134	10	}	}	PUNCT
economy-7632	134	11	(	(	PUNCT
economy-7632	134	12	5	5	X
economy-7632	134	13	)	)	PUNCT
economy-7632	134	14	assuming	assume	VERB
economy-7632	134	15	there	there	PRON
economy-7632	134	16	are	be	VERB
economy-7632	134	17	k	k	PROPN
economy-7632	134	18	interdependent	interdependent	ADJ
economy-7632	134	19	regimes	regime	NOUN
economy-7632	134	20	and	and	CCONJ
economy-7632	134	21	that	that	SCONJ
economy-7632	134	22	the	the	DET
economy-7632	134	23	markov	markov	NOUN
economy-7632	134	24	property	property	NOUN
economy-7632	134	25	holds	hold	NOUN
economy-7632	134	26	,	,	PUNCT
economy-7632	134	27	such	such	ADJ
economy-7632	134	28	that	that	SCONJ
economy-7632	134	29	the	the	DET
economy-7632	134	30	future	future	ADJ
economy-7632	134	31	state	state	NOUN
economy-7632	134	32	st+1	st+1	NUM
economy-7632	134	33	depends	depend	VERB
economy-7632	134	34	only	only	ADV
economy-7632	134	35	on	on	ADP
economy-7632	134	36	the	the	DET
economy-7632	134	37	current	current	ADJ
economy-7632	134	38	state	state	PROPN
economy-7632	134	39	st	st	PROPN
economy-7632	134	40	,	,	PUNCT
economy-7632	134	41	then	then	ADV
economy-7632	134	42	a	a	DET
economy-7632	134	43	first	first	ADJ
economy-7632	134	44	-	-	PUNCT
economy-7632	134	45	order	order	NOUN
economy-7632	134	46	markov	markov	NOUN
economy-7632	134	47	process	process	NOUN
economy-7632	134	48	’s	’s	PART
economy-7632	134	49	transition	transition	NOUN
economy-7632	134	50	probabilities	probability	NOUN
economy-7632	134	51	will	will	AUX
economy-7632	134	52	be	be	AUX
economy-7632	134	53	given	give	VERB
economy-7632	134	54	as	as	ADP
economy-7632	134	55	:	:	PUNCT
economy-7632	134	56	𝑃(𝑆𝑡+1	𝑃(𝑆𝑡+1	NOUN
economy-7632	134	57	=	=	SYM
economy-7632	134	58	𝑗|𝑆𝑡	𝑗|𝑆𝑡	PROPN
economy-7632	134	59	=	=	SYM
economy-7632	134	60	𝑖	𝑖	X
economy-7632	134	61	)	)	PUNCT
economy-7632	134	62	=	=	SYM
economy-7632	134	63	𝑃𝑖𝑗	𝑃𝑖𝑗	PROPN
economy-7632	134	64	(	(	PUNCT
economy-7632	134	65	6	6	NUM
economy-7632	134	66	)	)	PUNCT
economy-7632	134	67	under	under	ADP
economy-7632	134	68	the	the	DET
economy-7632	134	69	assumptions	assumption	NOUN
economy-7632	134	70	given	give	VERB
economy-7632	134	71	,	,	PUNCT
economy-7632	134	72	the	the	DET
economy-7632	134	73	aggregated	aggregated	ADJ
economy-7632	134	74	state	state	NOUN
economy-7632	134	75	transitions	transition	NOUN
economy-7632	134	76	will	will	AUX
economy-7632	134	77	be	be	AUX
economy-7632	134	78	described	describe	VERB
economy-7632	134	79	with	with	ADP
economy-7632	134	80	a	a	DET
economy-7632	134	81	transition	transition	NOUN
economy-7632	134	82	probability	probability	NOUN
economy-7632	134	83	matrix	matrix	NOUN
economy-7632	134	84	:	:	PUNCT
economy-7632	134	85	𝑃	𝑃	NOUN
economy-7632	134	86	=	=	SYM
economy-7632	135	1	[	[	X
economy-7632	135	2	(	(	PUNCT
economy-7632	135	3	𝑝𝑖1	𝑝𝑖1	INTJ
economy-7632	135	4	⋯	⋯	PROPN
economy-7632	135	5	𝑝1𝑖	𝑝1𝑖	PROPN
economy-7632	135	6	⋮	⋮	PROPN
economy-7632	135	7	⋱	⋱	PUNCT
economy-7632	135	8	⋮	⋮	NOUN
economy-7632	135	9	𝑝1𝑖	𝑝1𝑖	PROPN
economy-7632	135	10	⋯	⋯	PROPN
economy-7632	135	11	𝑝𝑖𝑖	𝑝𝑖𝑖	PROPN
economy-7632	135	12	)	)	PUNCT
economy-7632	135	13	]	]	PUNCT
economy-7632	135	14	(	(	PUNCT
economy-7632	135	15	7	7	X
economy-7632	135	16	)	)	PUNCT
economy-7632	135	17	the	the	DET
economy-7632	135	18	transition	transition	NOUN
economy-7632	135	19	probability	probability	NOUN
economy-7632	135	20	matrix	matrix	NOUN
economy-7632	135	21	and	and	CCONJ
economy-7632	135	22	the	the	DET
economy-7632	135	23	coefficients	coefficient	NOUN
economy-7632	135	24	of	of	ADP
economy-7632	135	25	the	the	DET
economy-7632	135	26	markov	markov	NOUN
economy-7632	135	27	switching	switching	NOUN
economy-7632	135	28	model	model	NOUN
economy-7632	135	29	were	be	AUX
economy-7632	135	30	estimated	estimate	VERB
economy-7632	135	31	using	use	VERB
economy-7632	135	32	the	the	DET
economy-7632	135	33	maximum	maximum	ADJ
economy-7632	135	34	likelihood	likelihood	NOUN
economy-7632	135	35	method	method	NOUN
economy-7632	135	36	with	with	ADP
economy-7632	135	37	the	the	DET
economy-7632	135	38	em	em	PROPN
economy-7632	135	39	algorithm	algorithm	NOUN
economy-7632	135	40	.	.	PUNCT
economy-7632	136	1	3.2	3.2	NUM
economy-7632	136	2	.	.	PUNCT
economy-7632	136	3	data	datum	NOUN
economy-7632	136	4	type	type	NOUN
economy-7632	136	5	and	and	CCONJ
economy-7632	136	6	data	datum	NOUN
economy-7632	136	7	sources	source	NOUN
economy-7632	136	8	this	this	DET
economy-7632	136	9	study	study	NOUN
economy-7632	136	10	employed	employ	VERB
economy-7632	136	11	secondary	secondary	ADJ
economy-7632	136	12	data	datum	NOUN
economy-7632	136	13	from	from	ADP
economy-7632	136	14	multiple	multiple	ADJ
economy-7632	136	15	sources	source	NOUN
economy-7632	136	16	between	between	ADP
economy-7632	136	17	1991	1991	NUM
economy-7632	136	18	and	and	CCONJ
economy-7632	136	19	2024	2024	NUM
economy-7632	136	20	.	.	PUNCT
economy-7632	137	1	unemployment	unemployment	NOUN
economy-7632	137	2	rates	rate	NOUN
economy-7632	137	3	were	be	AUX
economy-7632	137	4	obtained	obtain	VERB
economy-7632	137	5	from	from	ADP
economy-7632	137	6	the	the	DET
economy-7632	137	7	world	world	PROPN
economy-7632	137	8	bank	bank	PROPN
economy-7632	137	9	development	development	NOUN
economy-7632	137	10	indicators	indicator	NOUN
economy-7632	137	11	database	database	VERB
economy-7632	137	12	,	,	PUNCT
economy-7632	137	13	while	while	SCONJ
economy-7632	137	14	data	datum	NOUN
economy-7632	137	15	on	on	ADP
economy-7632	137	16	economic	economic	ADJ
economy-7632	137	17	growth	growth	NOUN
economy-7632	137	18	,	,	PUNCT
economy-7632	137	19	lending	lending	NOUN
economy-7632	137	20	rates	rate	NOUN
economy-7632	137	21	and	and	CCONJ
economy-7632	137	22	government	government	NOUN
economy-7632	137	23	expenditure	expenditure	NOUN
economy-7632	137	24	were	be	AUX
economy-7632	137	25	sourced	source	VERB
economy-7632	137	26	from	from	ADP
economy-7632	137	27	the	the	DET
economy-7632	137	28	annual	annual	ADJ
economy-7632	137	29	economic	economic	ADJ
economy-7632	137	30	survey	survey	NOUN
economy-7632	137	31	reports	report	NOUN
economy-7632	137	32	published	publish	VERB
economy-7632	137	33	by	by	ADP
economy-7632	137	34	the	the	DET
economy-7632	137	35	kenya	kenya	PROPN
economy-7632	137	36	economy	economy	NOUN
economy-7632	137	37	,	,	PUNCT
economy-7632	137	38	2025	2025	NUM
economy-7632	137	39	,	,	PUNCT
economy-7632	137	40	12(2	12(2	NUM
economy-7632	137	41	):	):	PUNCT
economy-7632	137	42	146	146	NUM
economy-7632	137	43	-	-	SYM
economy-7632	137	44	155	155	NUM
economy-7632	137	45	151	151	NUM
economy-7632	137	46	©	©	PROPN
economy-7632	137	47	2025	2025	NUM
economy-7632	137	48	by	by	ADP
economy-7632	137	49	the	the	DET
economy-7632	137	50	authors	author	NOUN
economy-7632	137	51	;	;	PUNCT
economy-7632	137	52	licensee	licensee	PROPN
economy-7632	137	53	asian	asian	ADJ
economy-7632	137	54	online	online	PROPN
economy-7632	137	55	journal	journal	PROPN
economy-7632	137	56	publishing	publishing	PROPN
economy-7632	137	57	group	group	PROPN
economy-7632	137	58	national	national	PROPN
economy-7632	137	59	bureau	bureau	PROPN
economy-7632	137	60	of	of	ADP
economy-7632	137	61	statistics	statistic	NOUN
economy-7632	137	62	(	(	PUNCT
economy-7632	137	63	knbs	knbs	PROPN
economy-7632	137	64	)	)	PUNCT
economy-7632	137	65	.	.	PUNCT
economy-7632	138	1	for	for	ADP
economy-7632	138	2	value	value	NOUN
economy-7632	138	3	-	-	PUNCT
economy-7632	138	4	added	add	VERB
economy-7632	138	5	tax	tax	NOUN
economy-7632	138	6	(	(	PUNCT
economy-7632	138	7	vat	vat	NOUN
economy-7632	138	8	)	)	PUNCT
economy-7632	138	9	rates	rate	NOUN
economy-7632	138	10	,	,	PUNCT
economy-7632	138	11	the	the	DET
economy-7632	138	12	study	study	NOUN
economy-7632	138	13	compiled	compile	VERB
economy-7632	138	14	a	a	DET
economy-7632	138	15	comprehensive	comprehensive	ADJ
economy-7632	138	16	time	time	NOUN
economy-7632	138	17	series	series	NOUN
economy-7632	138	18	by	by	ADP
economy-7632	138	19	combining	combine	VERB
economy-7632	138	20	three	three	NUM
economy-7632	138	21	sources	source	NOUN
economy-7632	138	22	:	:	PUNCT
economy-7632	138	23	karingi	karingi	PROPN
economy-7632	138	24	and	and	CCONJ
economy-7632	138	25	wanjala	wanjala	PROPN
economy-7632	138	26	(	(	PUNCT
economy-7632	138	27	2005	2005	NUM
economy-7632	138	28	)	)	PUNCT
economy-7632	138	29	provided	provide	VERB
economy-7632	138	30	historical	historical	ADJ
economy-7632	138	31	vat	vat	NOUN
economy-7632	138	32	data	datum	NOUN
economy-7632	138	33	for	for	ADP
economy-7632	138	34	1991–2004	1991–2004	NUM
economy-7632	138	35	,	,	PUNCT
economy-7632	138	36	omondi	omondi	X
economy-7632	138	37	(	(	PUNCT
economy-7632	138	38	2020	2020	NUM
economy-7632	138	39	)	)	PUNCT
economy-7632	138	40	covered	cover	VERB
economy-7632	138	41	2005–2016	2005–2016	NUM
economy-7632	138	42	,	,	PUNCT
economy-7632	138	43	and	and	CCONJ
economy-7632	138	44	more	more	ADV
economy-7632	138	45	recent	recent	ADJ
economy-7632	138	46	records	record	NOUN
economy-7632	138	47	(	(	PUNCT
economy-7632	138	48	2016–2024	2016–2024	NUM
economy-7632	138	49	)	)	PUNCT
economy-7632	138	50	were	be	AUX
economy-7632	138	51	extracted	extract	VERB
economy-7632	138	52	from	from	ADP
economy-7632	138	53	kra	kra	PROPN
economy-7632	138	54	.	.	PROPN
economy-7632	139	1	3.3	3.3	NUM
economy-7632	139	2	.	.	PUNCT
economy-7632	140	1	data	datum	NOUN
economy-7632	140	2	analysis	analysis	NOUN
economy-7632	140	3	3.3.1	3.3.1	NUM
economy-7632	140	4	.	.	PUNCT
economy-7632	141	1	pre	pre	ADJ
economy-7632	141	2	-	-	NOUN
economy-7632	141	3	estimation	estimation	ADJ
economy-7632	141	4	tests	test	NOUN
economy-7632	141	5	these	these	PRON
economy-7632	141	6	are	be	AUX
economy-7632	141	7	tests	test	NOUN
economy-7632	141	8	conducted	conduct	VERB
economy-7632	141	9	on	on	ADP
economy-7632	141	10	the	the	DET
economy-7632	141	11	data	datum	NOUN
economy-7632	141	12	before	before	ADP
economy-7632	141	13	fitting	fit	VERB
economy-7632	141	14	the	the	DET
economy-7632	141	15	model	model	NOUN
economy-7632	141	16	.	.	PUNCT
economy-7632	142	1	descriptive	descriptive	ADJ
economy-7632	142	2	statistics	statistic	NOUN
economy-7632	142	3	provided	provide	VERB
economy-7632	142	4	an	an	DET
economy-7632	142	5	overview	overview	NOUN
economy-7632	142	6	of	of	ADP
economy-7632	142	7	the	the	DET
economy-7632	142	8	observed	observe	VERB
economy-7632	142	9	data	datum	NOUN
economy-7632	142	10	and	and	CCONJ
economy-7632	142	11	included	include	VERB
economy-7632	142	12	:	:	PUNCT
economy-7632	142	13	means	mean	NOUN
economy-7632	142	14	,	,	PUNCT
economy-7632	142	15	standard	standard	ADJ
economy-7632	142	16	deviations	deviation	NOUN
economy-7632	142	17	,	,	PUNCT
economy-7632	142	18	minimums	minimum	NOUN
economy-7632	142	19	,	,	PUNCT
economy-7632	142	20	and	and	CCONJ
economy-7632	142	21	maximums	maximum	NOUN
economy-7632	142	22	.	.	PUNCT
economy-7632	143	1	since	since	SCONJ
economy-7632	143	2	the	the	DET
economy-7632	143	3	study	study	NOUN
economy-7632	143	4	employed	employ	VERB
economy-7632	143	5	time	time	NOUN
economy-7632	143	6	series	series	PROPN
economy-7632	143	7	data	data	PROPN
economy-7632	143	8	,	,	PUNCT
economy-7632	143	9	a	a	DET
economy-7632	143	10	stationarity	stationarity	NOUN
economy-7632	143	11	test	test	NOUN
economy-7632	143	12	was	be	AUX
economy-7632	143	13	conducted	conduct	VERB
economy-7632	143	14	.	.	PUNCT
economy-7632	144	1	a	a	DET
economy-7632	144	2	stationarity	stationarity	NOUN
economy-7632	144	3	test	test	NOUN
economy-7632	144	4	is	be	AUX
economy-7632	144	5	done	do	VERB
economy-7632	144	6	to	to	PART
economy-7632	144	7	prevent	prevent	VERB
economy-7632	144	8	spurious	spurious	ADJ
economy-7632	144	9	results	result	NOUN
economy-7632	144	10	and	and	CCONJ
economy-7632	144	11	help	help	VERB
economy-7632	144	12	guide	guide	VERB
economy-7632	144	13	the	the	DET
economy-7632	144	14	model	model	NOUN
economy-7632	144	15	to	to	PART
economy-7632	144	16	be	be	AUX
economy-7632	144	17	applied	apply	VERB
economy-7632	144	18	in	in	ADP
economy-7632	144	19	the	the	DET
economy-7632	144	20	study	study	NOUN
economy-7632	144	21	.	.	PUNCT
economy-7632	145	1	the	the	DET
economy-7632	145	2	study	study	NOUN
economy-7632	145	3	employed	employ	VERB
economy-7632	145	4	the	the	DET
economy-7632	145	5	phillips	phillips	PROPN
economy-7632	145	6	-	-	PUNCT
economy-7632	145	7	perron	perron	PROPN
economy-7632	145	8	test	test	NOUN
economy-7632	145	9	to	to	PART
economy-7632	145	10	assess	assess	VERB
economy-7632	145	11	the	the	DET
economy-7632	145	12	stationarity	stationarity	NOUN
economy-7632	145	13	of	of	ADP
economy-7632	145	14	the	the	DET
economy-7632	145	15	variables	variable	NOUN
economy-7632	145	16	.	.	PUNCT
economy-7632	146	1	a	a	DET
economy-7632	146	2	structural	structural	ADJ
economy-7632	146	3	break	break	NOUN
economy-7632	146	4	test	test	NOUN
economy-7632	146	5	was	be	AUX
economy-7632	146	6	conducted	conduct	VERB
economy-7632	146	7	using	use	VERB
economy-7632	146	8	the	the	DET
economy-7632	146	9	bai	bai	PROPN
economy-7632	146	10	-	-	PUNCT
economy-7632	146	11	perron	perron	PROPN
economy-7632	146	12	test	test	NOUN
economy-7632	146	13	due	due	ADP
economy-7632	146	14	to	to	ADP
economy-7632	146	15	its	its	PRON
economy-7632	146	16	ability	ability	NOUN
economy-7632	146	17	to	to	PART
economy-7632	146	18	detect	detect	VERB
economy-7632	146	19	multiple	multiple	ADJ
economy-7632	146	20	breaks	break	NOUN
economy-7632	146	21	.	.	PUNCT
economy-7632	147	1	the	the	DET
economy-7632	147	2	optimal	optimal	ADJ
economy-7632	147	3	number	number	NOUN
economy-7632	147	4	of	of	ADP
economy-7632	147	5	breaks	break	NOUN
economy-7632	147	6	was	be	AUX
economy-7632	147	7	selected	select	VERB
economy-7632	147	8	via	via	ADP
economy-7632	147	9	the	the	DET
economy-7632	147	10	lowest	low	ADJ
economy-7632	147	11	bic	bic	PROPN
economy-7632	147	12	value	value	NOUN
economy-7632	147	13	.	.	PUNCT
economy-7632	148	1	3.3.2	3.3.2	X
economy-7632	148	2	.	.	X
economy-7632	148	3	post	post	ADJ
economy-7632	148	4	-	-	ADJ
economy-7632	148	5	estimation	estimation	ADJ
economy-7632	148	6	test	test	NOUN
economy-7632	148	7	after	after	ADP
economy-7632	148	8	model	model	NOUN
economy-7632	148	9	estimation	estimation	PROPN
economy-7632	148	10	,	,	PUNCT
economy-7632	148	11	post	post	ADJ
economy-7632	148	12	-	-	ADJ
economy-7632	148	13	estimation	estimation	ADJ
economy-7632	148	14	tests	test	NOUN
economy-7632	148	15	were	be	AUX
economy-7632	148	16	conducted	conduct	VERB
economy-7632	148	17	to	to	PART
economy-7632	148	18	ensure	ensure	VERB
economy-7632	148	19	the	the	DET
economy-7632	148	20	reliability	reliability	NOUN
economy-7632	148	21	and	and	CCONJ
economy-7632	148	22	validity	validity	NOUN
economy-7632	148	23	of	of	ADP
economy-7632	148	24	the	the	DET
economy-7632	148	25	model	model	NOUN
economy-7632	148	26	,	,	PUNCT
economy-7632	148	27	as	as	SCONJ
economy-7632	148	28	they	they	PRON
economy-7632	148	29	influence	influence	VERB
economy-7632	148	30	the	the	DET
economy-7632	148	31	accuracy	accuracy	NOUN
economy-7632	148	32	and	and	CCONJ
economy-7632	148	33	usefulness	usefulness	NOUN
economy-7632	148	34	of	of	ADP
economy-7632	148	35	the	the	DET
economy-7632	148	36	estimates	estimate	NOUN
economy-7632	148	37	.	.	PUNCT
economy-7632	149	1	to	to	PART
economy-7632	149	2	assess	assess	VERB
economy-7632	149	3	the	the	DET
economy-7632	149	4	validity	validity	NOUN
economy-7632	149	5	of	of	ADP
economy-7632	149	6	the	the	DET
economy-7632	149	7	markov	markov	NOUN
economy-7632	149	8	switching	switching	NOUN
economy-7632	149	9	model	model	NOUN
economy-7632	149	10	,	,	PUNCT
economy-7632	149	11	various	various	ADJ
economy-7632	149	12	diagnostic	diagnostic	ADJ
economy-7632	149	13	tests	test	NOUN
economy-7632	149	14	were	be	AUX
economy-7632	149	15	performed	perform	VERB
economy-7632	149	16	.	.	PUNCT
economy-7632	150	1	the	the	DET
economy-7632	150	2	ljung	ljung	PROPN
economy-7632	150	3	-	-	PUNCT
economy-7632	150	4	box	box	NOUN
economy-7632	150	5	test	test	NOUN
economy-7632	150	6	was	be	AUX
economy-7632	150	7	employed	employ	VERB
economy-7632	150	8	to	to	PART
economy-7632	150	9	test	test	VERB
economy-7632	150	10	for	for	ADP
economy-7632	150	11	autocorrelation	autocorrelation	NOUN
economy-7632	150	12	since	since	SCONJ
economy-7632	150	13	it	it	PRON
economy-7632	150	14	can	can	AUX
economy-7632	150	15	detect	detect	VERB
economy-7632	150	16	higher	high	ADJ
economy-7632	150	17	-	-	PUNCT
economy-7632	150	18	order	order	NOUN
economy-7632	150	19	autocorrelation	autocorrelation	NOUN
economy-7632	150	20	.	.	PUNCT
economy-7632	151	1	the	the	DET
economy-7632	151	2	normality	normality	NOUN
economy-7632	151	3	assumption	assumption	NOUN
economy-7632	151	4	was	be	AUX
economy-7632	151	5	tested	test	VERB
economy-7632	151	6	using	use	VERB
economy-7632	151	7	the	the	DET
economy-7632	151	8	jarque	jarque	NOUN
economy-7632	151	9	-	-	PUNCT
economy-7632	151	10	bera	bera	NOUN
economy-7632	151	11	test	test	NOUN
economy-7632	151	12	.	.	PUNCT
economy-7632	152	1	the	the	DET
economy-7632	152	2	arch	arch	ADJ
economy-7632	152	3	test	test	NOUN
economy-7632	152	4	was	be	AUX
economy-7632	152	5	used	use	VERB
economy-7632	152	6	to	to	PART
economy-7632	152	7	check	check	VERB
economy-7632	152	8	for	for	ADP
economy-7632	152	9	arch	arch	ADJ
economy-7632	152	10	effects	effect	NOUN
economy-7632	152	11	on	on	ADP
economy-7632	152	12	both	both	DET
economy-7632	152	13	residuals	residual	NOUN
economy-7632	152	14	and	and	CCONJ
economy-7632	152	15	squared	square	VERB
economy-7632	152	16	residuals	residual	NOUN
economy-7632	152	17	of	of	ADP
economy-7632	152	18	the	the	DET
economy-7632	152	19	markov	markov	NOUN
economy-7632	152	20	switching	switching	NOUN
economy-7632	152	21	model	model	NOUN
economy-7632	152	22	.	.	PUNCT
economy-7632	153	1	to	to	PART
economy-7632	153	2	check	check	VERB
economy-7632	153	3	if	if	SCONJ
economy-7632	153	4	the	the	DET
economy-7632	153	5	coefficients	coefficient	NOUN
economy-7632	153	6	are	be	AUX
economy-7632	153	7	significantly	significantly	ADV
economy-7632	153	8	different	different	ADJ
economy-7632	153	9	,	,	PUNCT
economy-7632	153	10	95	95	NUM
economy-7632	153	11	%	%	NOUN
economy-7632	153	12	confidence	confidence	NOUN
economy-7632	153	13	intervals	interval	NOUN
economy-7632	153	14	were	be	AUX
economy-7632	153	15	computed	compute	VERB
economy-7632	153	16	for	for	ADP
economy-7632	153	17	each	each	DET
economy-7632	153	18	coefficient	coefficient	NOUN
economy-7632	153	19	in	in	ADP
economy-7632	153	20	regimes	regime	NOUN
economy-7632	153	21	1	1	NUM
economy-7632	153	22	and	and	CCONJ
economy-7632	153	23	2	2	NUM
economy-7632	153	24	.	.	NOUN
economy-7632	153	25	4	4	NUM
economy-7632	153	26	.	.	NOUN
economy-7632	153	27	results	result	NOUN
economy-7632	153	28	and	and	CCONJ
economy-7632	153	29	discussion	discussion	NOUN
economy-7632	153	30	table	table	NOUN
economy-7632	153	31	1	1	NUM
economy-7632	153	32	gives	give	VERB
economy-7632	153	33	the	the	DET
economy-7632	153	34	descriptive	descriptive	ADJ
economy-7632	153	35	summary	summary	NOUN
economy-7632	153	36	on	on	ADP
economy-7632	153	37	key	key	ADJ
economy-7632	153	38	variables	variable	NOUN
economy-7632	153	39	under	under	ADP
economy-7632	153	40	review	review	NOUN
economy-7632	153	41	,	,	PUNCT
economy-7632	153	42	including	include	VERB
economy-7632	153	43	measures	measure	NOUN
economy-7632	153	44	of	of	ADP
economy-7632	153	45	central	central	ADJ
economy-7632	153	46	tendency	tendency	NOUN
economy-7632	153	47	(	(	PUNCT
economy-7632	153	48	mean	mean	NOUN
economy-7632	153	49	and	and	CCONJ
economy-7632	153	50	median	median	ADJ
economy-7632	153	51	)	)	PUNCT
economy-7632	153	52	,	,	PUNCT
economy-7632	153	53	and	and	CCONJ
economy-7632	153	54	variability	variability	NOUN
economy-7632	153	55	(	(	PUNCT
economy-7632	153	56	minimum	minimum	ADJ
economy-7632	153	57	,	,	PUNCT
economy-7632	153	58	maximum	maximum	ADJ
economy-7632	153	59	,	,	PUNCT
economy-7632	153	60	and	and	CCONJ
economy-7632	153	61	standard	standard	ADJ
economy-7632	153	62	deviation	deviation	NOUN
economy-7632	153	63	)	)	PUNCT
economy-7632	153	64	.	.	PUNCT
economy-7632	154	1	table	table	NOUN
economy-7632	154	2	1	1	NUM
economy-7632	154	3	.	.	PUNCT
economy-7632	154	4	descriptive	descriptive	ADJ
economy-7632	154	5	statistics	statistic	NOUN
economy-7632	154	6	of	of	ADP
economy-7632	154	7	the	the	DET
economy-7632	154	8	variables	variable	NOUN
economy-7632	154	9	for	for	ADP
economy-7632	154	10	the	the	DET
economy-7632	154	11	period	period	NOUN
economy-7632	154	12	1991	1991	NUM
economy-7632	154	13	-	-	SYM
economy-7632	154	14	2024	2024	NUM
economy-7632	154	15	.	.	PUNCT
economy-7632	155	1	economic	economic	ADJ
economy-7632	155	2	growth	growth	NOUN
economy-7632	155	3	rate	rate	NOUN
economy-7632	155	4	lending	lending	NOUN
economy-7632	155	5	rate	rate	NOUN
economy-7632	155	6	development	development	NOUN
economy-7632	155	7	expenditure	expenditure	NOUN
economy-7632	155	8	vat	vat	NOUN
economy-7632	155	9	unemployment	unemployment	NOUN
economy-7632	155	10	rate	rate	NOUN
economy-7632	155	11	minimum	minimum	NOUN
economy-7632	155	12	-0.200	-0.200	X
economy-7632	155	13	-3.000	-3.000	PROPN
economy-7632	155	14	9076	9076	NUM
economy-7632	155	15	14.00	14.00	NUM
economy-7632	155	16	2.650	2.650	NUM
economy-7632	155	17	maximum	maximum	ADJ
economy-7632	155	18	7.600	7.600	NUM
economy-7632	155	19	31.500	31.500	NUM
economy-7632	155	20	133655	133655	NUM
economy-7632	155	21	18.00	18.00	NUM
economy-7632	155	22	5.707	5.707	NUM
economy-7632	155	23	mean	mean	NOUN
economy-7632	155	24	3.847	3.847	NUM
economy-7632	155	25	10.380	10.380	NUM
economy-7632	155	26	239682	239682	NUM
economy-7632	155	27	16.35	16.35	NUM
economy-7632	155	28	3.352	3.352	NUM
economy-7632	155	29	median	median	NOUN
economy-7632	155	30	4.650	4.650	NUM
economy-7632	155	31	8.720	8.720	NUM
economy-7632	155	32	625780	625780	NUM
economy-7632	155	33	16.00	16.00	NUM
economy-7632	155	34	2.855	2.855	NUM
economy-7632	155	35	standard	standard	ADJ
economy-7632	155	36	deviation	deviation	NOUN
economy-7632	155	37	2.208	2.208	NUM
economy-7632	155	38	7.799	7.799	NUM
economy-7632	155	39	1.460	1.460	NUM
economy-7632	155	40	1.041	1.041	NUM
economy-7632	155	41	1.054	1.054	NUM
economy-7632	155	42	the	the	DET
economy-7632	155	43	analyzed	analyze	VERB
economy-7632	155	44	variables	variable	NOUN
economy-7632	155	45	displayed	display	VERB
economy-7632	155	46	a	a	DET
economy-7632	155	47	wide	wide	ADJ
economy-7632	155	48	range	range	NOUN
economy-7632	155	49	of	of	ADP
economy-7632	155	50	volatility	volatility	NOUN
economy-7632	155	51	,	,	PUNCT
economy-7632	155	52	with	with	ADP
economy-7632	155	53	vat	vat	NOUN
economy-7632	155	54	and	and	CCONJ
economy-7632	155	55	unemployment	unemployment	NOUN
economy-7632	155	56	rates	rate	NOUN
economy-7632	155	57	remaining	remain	VERB
economy-7632	155	58	relatively	relatively	ADV
economy-7632	155	59	stable	stable	ADJ
economy-7632	155	60	while	while	SCONJ
economy-7632	155	61	commercial	commercial	ADJ
economy-7632	155	62	lending	lending	NOUN
economy-7632	155	63	rates	rate	NOUN
economy-7632	155	64	were	be	AUX
economy-7632	155	65	highly	highly	ADV
economy-7632	155	66	volatile	volatile	ADJ
economy-7632	155	67	.	.	PUNCT
economy-7632	156	1	economic	economic	ADJ
economy-7632	156	2	growth	growth	NOUN
economy-7632	156	3	averaged	average	VERB
economy-7632	156	4	3.9	3.9	NUM
economy-7632	156	5	%	%	NOUN
economy-7632	156	6	,	,	PUNCT
economy-7632	156	7	with	with	ADP
economy-7632	156	8	its	its	PRON
economy-7632	156	9	peak	peak	NOUN
economy-7632	156	10	of	of	ADP
economy-7632	156	11	7.6	7.6	NUM
economy-7632	156	12	%	%	NOUN
economy-7632	156	13	attributed	attribute	VERB
economy-7632	156	14	to	to	ADP
economy-7632	156	15	post	post	ADJ
economy-7632	156	16	-	-	ADJ
economy-7632	156	17	lockdown	lockdown	ADJ
economy-7632	156	18	recovery	recovery	NOUN
economy-7632	156	19	and	and	CCONJ
economy-7632	156	20	its	its	PRON
economy-7632	156	21	low	low	NOUN
economy-7632	156	22	of	of	ADP
economy-7632	156	23	-0.2	-0.2	NOUN
economy-7632	156	24	%	%	NOUN
economy-7632	156	25	caused	cause	VERB
economy-7632	156	26	by	by	ADP
economy-7632	156	27	sectoral	sectoral	ADJ
economy-7632	156	28	poor	poor	ADJ
economy-7632	156	29	performance	performance	NOUN
economy-7632	156	30	and	and	CCONJ
economy-7632	156	31	high	high	ADJ
economy-7632	156	32	inflation	inflation	NOUN
economy-7632	156	33	.	.	PUNCT
economy-7632	157	1	the	the	DET
economy-7632	157	2	lending	lending	NOUN
economy-7632	157	3	rate	rate	NOUN
economy-7632	157	4	averaged	average	VERB
economy-7632	157	5	10.4	10.4	NUM
economy-7632	157	6	%	%	NOUN
economy-7632	157	7	,	,	PUNCT
economy-7632	157	8	swinging	swinge	VERB
economy-7632	157	9	from	from	ADP
economy-7632	157	10	-3	-3	INTJ
economy-7632	157	11	%	%	NOUN
economy-7632	157	12	to	to	PART
economy-7632	157	13	31.5	31.5	NUM
economy-7632	157	14	%	%	NOUN
economy-7632	157	15	,	,	PUNCT
economy-7632	157	16	and	and	CCONJ
economy-7632	157	17	development	development	NOUN
economy-7632	157	18	expenditure	expenditure	NOUN
economy-7632	157	19	also	also	ADV
economy-7632	157	20	showed	show	VERB
economy-7632	157	21	significant	significant	ADJ
economy-7632	157	22	variation	variation	NOUN
economy-7632	157	23	between	between	ADP
economy-7632	157	24	its	its	PRON
economy-7632	157	25	high	high	ADJ
economy-7632	157	26	and	and	CCONJ
economy-7632	157	27	low	low	ADJ
economy-7632	157	28	points	point	NOUN
economy-7632	157	29	.	.	PUNCT
economy-7632	158	1	finally	finally	ADV
economy-7632	158	2	,	,	PUNCT
economy-7632	158	3	the	the	DET
economy-7632	158	4	vat	vat	NOUN
economy-7632	158	5	rate	rate	NOUN
economy-7632	158	6	demonstrated	demonstrate	VERB
economy-7632	158	7	low	low	ADJ
economy-7632	158	8	volatility	volatility	NOUN
economy-7632	158	9	,	,	PUNCT
economy-7632	158	10	fluctuating	fluctuate	VERB
economy-7632	158	11	only	only	ADV
economy-7632	158	12	between	between	ADP
economy-7632	158	13	14	14	NUM
economy-7632	158	14	%	%	NOUN
economy-7632	158	15	and	and	CCONJ
economy-7632	158	16	18	18	NUM
economy-7632	158	17	%	%	NOUN
economy-7632	158	18	with	with	ADP
economy-7632	158	19	an	an	DET
economy-7632	158	20	average	average	NOUN
economy-7632	158	21	of	of	ADP
economy-7632	158	22	16.4	16.4	NUM
economy-7632	158	23	%	%	NOUN
economy-7632	158	24	.	.	PUNCT
economy-7632	159	1	the	the	DET
economy-7632	159	2	results	result	NOUN
economy-7632	159	3	of	of	ADP
economy-7632	159	4	the	the	DET
economy-7632	159	5	phillips	phillips	PROPN
economy-7632	159	6	-	-	PUNCT
economy-7632	159	7	perron	perron	PROPN
economy-7632	159	8	(	(	PUNCT
economy-7632	159	9	pp	pp	ADJ
economy-7632	159	10	)	)	PUNCT
economy-7632	159	11	test	test	NOUN
economy-7632	159	12	are	be	AUX
economy-7632	159	13	presented	present	VERB
economy-7632	159	14	in	in	ADP
economy-7632	159	15	table	table	NOUN
economy-7632	159	16	2	2	NUM
economy-7632	159	17	.	.	PUNCT
economy-7632	160	1	the	the	DET
economy-7632	160	2	results	result	NOUN
economy-7632	160	3	indicate	indicate	VERB
economy-7632	160	4	that	that	SCONJ
economy-7632	160	5	economic	economic	ADJ
economy-7632	160	6	growth	growth	NOUN
economy-7632	160	7	,	,	PUNCT
economy-7632	160	8	lending	lending	NOUN
economy-7632	160	9	rate	rate	NOUN
economy-7632	160	10	,	,	PUNCT
economy-7632	160	11	and	and	CCONJ
economy-7632	160	12	vat	vat	NOUN
economy-7632	160	13	were	be	AUX
economy-7632	160	14	stationary	stationary	ADJ
economy-7632	160	15	at	at	ADP
economy-7632	160	16	the	the	DET
economy-7632	160	17	level	level	NOUN
economy-7632	160	18	,	,	PUNCT
economy-7632	160	19	while	while	SCONJ
economy-7632	160	20	development	development	NOUN
economy-7632	160	21	expenditure	expenditure	NOUN
economy-7632	160	22	became	become	VERB
economy-7632	160	23	stationary	stationary	ADJ
economy-7632	160	24	only	only	ADV
economy-7632	160	25	after	after	ADP
economy-7632	160	26	first	first	ADJ
economy-7632	160	27	differencing	differencing	NOUN
economy-7632	160	28	.	.	PUNCT
economy-7632	161	1	however	however	ADV
economy-7632	161	2	,	,	PUNCT
economy-7632	161	3	after	after	ADP
economy-7632	161	4	differencing	difference	VERB
economy-7632	161	5	the	the	DET
economy-7632	161	6	unemployment	unemployment	NOUN
economy-7632	161	7	rate	rate	NOUN
economy-7632	161	8	ten	ten	NUM
economy-7632	161	9	times	time	NOUN
economy-7632	161	10	,	,	PUNCT
economy-7632	161	11	it	it	PRON
economy-7632	161	12	remained	remain	VERB
economy-7632	161	13	non	non	ADJ
economy-7632	161	14	-	-	ADJ
economy-7632	161	15	stationary	stationary	ADJ
economy-7632	161	16	.	.	PUNCT
economy-7632	162	1	this	this	PRON
economy-7632	162	2	suggests	suggest	VERB
economy-7632	162	3	a	a	DET
economy-7632	162	4	potential	potential	ADJ
economy-7632	162	5	structural	structural	ADJ
economy-7632	162	6	break	break	NOUN
economy-7632	162	7	in	in	ADP
economy-7632	162	8	the	the	DET
economy-7632	162	9	unemployment	unemployment	NOUN
economy-7632	162	10	rate	rate	NOUN
economy-7632	162	11	data	datum	NOUN
economy-7632	162	12	.	.	PUNCT
economy-7632	163	1	table	table	NOUN
economy-7632	163	2	2	2	NUM
economy-7632	163	3	.	.	PUNCT
economy-7632	163	4	results	result	NOUN
economy-7632	163	5	of	of	ADP
economy-7632	163	6	stationarity	stationarity	NOUN
economy-7632	163	7	test	test	NOUN
economy-7632	163	8	.	.	PUNCT
economy-7632	164	1	variable	variable	ADJ
economy-7632	164	2	phillips	phillips	PROPN
economy-7632	164	3	-	-	PUNCT
economy-7632	164	4	perron	perron	PROPN
economy-7632	164	5	statistic	statistic	NOUN
economy-7632	164	6	at	at	ADP
economy-7632	164	7	level	level	NOUN
economy-7632	164	8	phillips	phillips	PROPN
economy-7632	164	9	-	-	PUNCT
economy-7632	164	10	perron	perron	PROPN
economy-7632	164	11	statistic	statistic	NOUN
economy-7632	164	12	after	after	ADP
economy-7632	164	13	differencing	difference	VERB
economy-7632	164	14	p	p	NOUN
economy-7632	164	15	-	-	PUNCT
economy-7632	164	16	value	value	NOUN
economy-7632	164	17	at	at	ADP
economy-7632	164	18	level	level	NOUN
economy-7632	164	19	p	p	NOUN
economy-7632	164	20	-	-	PUNCT
economy-7632	164	21	value	value	NOUN
economy-7632	164	22	after	after	ADP
economy-7632	164	23	differencing	difference	VERB
economy-7632	164	24	order	order	NOUN
economy-7632	164	25	of	of	ADP
economy-7632	164	26	integration	integration	NOUN
economy-7632	164	27	unemployment	unemployment	NOUN
economy-7632	164	28	-1.200	-1.200	PUNCT
economy-7632	164	29	-4.071	-4.071	NUM
economy-7632	164	30	0.883	0.883	NUM
economy-7632	164	31	0.873	0.873	NUM
economy-7632	164	32	unknown	unknown	ADJ
economy-7632	164	33	economic	economic	ADJ
economy-7632	164	34	growth	growth	NOUN
economy-7632	164	35	-24.888	-24.888	X
economy-7632	164	36	0.01	0.01	NUM
economy-7632	164	37	i(0	i(0	PROPN
economy-7632	164	38	)	)	PUNCT
economy-7632	164	39	lending	lending	NOUN
economy-7632	164	40	rate	rate	NOUN
economy-7632	164	41	-5.218	-5.218	NOUN
economy-7632	164	42	0.01	0.01	NUM
economy-7632	164	43	i(0	i(0	NOUN
economy-7632	164	44	)	)	PUNCT
economy-7632	164	45	vat	vat	NOUN
economy-7632	164	46	-20.631	-20.631	X
economy-7632	164	47	0.026	0.026	NUM
economy-7632	164	48	i(0	i(0	PROPN
economy-7632	164	49	)	)	PUNCT
economy-7632	164	50	development	development	NOUN
economy-7632	164	51	expenditure	expenditure	NOUN
economy-7632	164	52	-8.087	-8.087	PUNCT
economy-7632	164	53	-42.094	-42.094	NOUN
economy-7632	164	54	0.613	0.613	NUM
economy-7632	164	55	0.01	0.01	NUM
economy-7632	164	56	i(1	i(1	NOUN
economy-7632	164	57	)	)	PUNCT
economy-7632	164	58	given	give	VERB
economy-7632	164	59	the	the	DET
economy-7632	164	60	unemployment	unemployment	NOUN
economy-7632	164	61	rate	rate	NOUN
economy-7632	164	62	's	's	PART
economy-7632	164	63	persistent	persistent	ADJ
economy-7632	164	64	non	non	ADJ
economy-7632	164	65	-	-	NOUN
economy-7632	164	66	stationarity	stationarity	NOUN
economy-7632	164	67	despite	despite	SCONJ
economy-7632	164	68	differencing	differencing	NOUN
economy-7632	164	69	,	,	PUNCT
economy-7632	164	70	the	the	DET
economy-7632	164	71	study	study	NOUN
economy-7632	164	72	employed	employ	VERB
economy-7632	164	73	the	the	DET
economy-7632	164	74	baiperron	baiperron	NOUN
economy-7632	164	75	multiple	multiple	ADJ
economy-7632	164	76	structural	structural	ADJ
economy-7632	164	77	break	break	NOUN
economy-7632	164	78	test	test	NOUN
economy-7632	164	79	to	to	PART
economy-7632	164	80	identify	identify	VERB
economy-7632	164	81	structural	structural	ADJ
economy-7632	164	82	breaks	break	NOUN
economy-7632	164	83	in	in	ADP
economy-7632	164	84	the	the	DET
economy-7632	164	85	unemployment	unemployment	NOUN
economy-7632	164	86	rate	rate	NOUN
economy-7632	164	87	series	series	NOUN
economy-7632	164	88	and	and	CCONJ
economy-7632	164	89	the	the	DET
economy-7632	164	90	results	result	NOUN
economy-7632	164	91	are	be	AUX
economy-7632	164	92	presented	present	VERB
economy-7632	164	93	in	in	ADP
economy-7632	164	94	table	table	NOUN
economy-7632	164	95	3	3	NUM
economy-7632	164	96	.	.	PUNCT
economy-7632	164	97	table	table	NOUN
economy-7632	164	98	3	3	NUM
economy-7632	164	99	.	.	PUNCT
economy-7632	164	100	results	result	NOUN
economy-7632	164	101	of	of	ADP
economy-7632	164	102	the	the	DET
economy-7632	164	103	structural	structural	ADJ
economy-7632	164	104	break	break	NOUN
economy-7632	164	105	test	test	NOUN
economy-7632	164	106	.	.	PUNCT
economy-7632	165	1	breaks	break	NOUN
economy-7632	165	2	(	(	PUNCT
economy-7632	165	3	m	m	NOUN
economy-7632	165	4	)	)	PUNCT
economy-7632	165	5	breakdates	breakdate	NOUN
economy-7632	165	6	rss	rss	VERB
economy-7632	165	7	bic	bic	PROPN
economy-7632	165	8	0	0	NUM
economy-7632	165	9	–	–	PUNCT
economy-7632	165	10	36.672	36.672	NUM
economy-7632	165	11	106.113	106.113	NUM
economy-7632	165	12	1	1	NUM
economy-7632	165	13	2017	2017	NUM
economy-7632	165	14	2.313	2.313	NUM
economy-7632	165	15	19.201	19.201	NUM
economy-7632	165	16	2	2	NUM
economy-7632	165	17	2012	2012	NUM
economy-7632	165	18	,	,	PUNCT
economy-7632	165	19	2017	2017	NUM
economy-7632	165	20	2.275	2.275	NUM
economy-7632	165	21	25.696	25.696	NUM
economy-7632	165	22	3	3	NUM
economy-7632	165	23	2004	2004	NUM
economy-7632	165	24	,	,	PUNCT
economy-7632	165	25	2012	2012	NUM
economy-7632	165	26	,	,	PUNCT
economy-7632	165	27	2017	2017	NUM
economy-7632	165	28	2.165	2.165	NUM
economy-7632	165	29	31.067	31.067	NUM
economy-7632	165	30	4	4	NUM
economy-7632	165	31	1995	1995	NUM
economy-7632	165	32	,	,	PUNCT
economy-7632	165	33	2004	2004	NUM
economy-7632	165	34	,	,	PUNCT
economy-7632	165	35	2012	2012	NUM
economy-7632	165	36	,	,	PUNCT
economy-7632	165	37	2017	2017	NUM
economy-7632	165	38	2.161	2.161	NUM
economy-7632	165	39	38.048	38.048	NUM
economy-7632	165	40	5	5	NUM
economy-7632	165	41	1995	1995	NUM
economy-7632	165	42	,	,	PUNCT
economy-7632	165	43	2000	2000	NUM
economy-7632	165	44	,	,	PUNCT
economy-7632	165	45	2005	2005	NUM
economy-7632	165	46	,	,	PUNCT
economy-7632	165	47	2012	2012	NUM
economy-7632	165	48	,	,	PUNCT
economy-7632	165	49	2017	2017	NUM
economy-7632	165	50	2.173	2.173	NUM
economy-7632	165	51	45.289	45.289	NUM
economy-7632	165	52	economy	economy	NOUN
economy-7632	165	53	,	,	PUNCT
economy-7632	165	54	2025	2025	NUM
economy-7632	165	55	,	,	PUNCT
economy-7632	165	56	12(2	12(2	NUM
economy-7632	165	57	):	):	PUNCT
economy-7632	165	58	146	146	NUM
economy-7632	165	59	-	-	SYM
economy-7632	165	60	155	155	NUM
economy-7632	165	61	152	152	NUM
economy-7632	165	62	©	©	ADP
economy-7632	165	63	2025	2025	NUM
economy-7632	165	64	by	by	ADP
economy-7632	165	65	the	the	DET
economy-7632	165	66	authors	author	NOUN
economy-7632	165	67	;	;	PUNCT
economy-7632	165	68	licensee	licensee	PROPN
economy-7632	165	69	asian	asian	ADJ
economy-7632	165	70	online	online	PROPN
economy-7632	165	71	journal	journal	PROPN
economy-7632	165	72	publishing	publishing	NOUN
economy-7632	165	73	group	group	NOUN
economy-7632	165	74	model	model	NOUN
economy-7632	165	75	selection	selection	NOUN
economy-7632	165	76	criteria	criterion	NOUN
economy-7632	165	77	indicated	indicate	VERB
economy-7632	165	78	a	a	DET
economy-7632	165	79	single	single	ADJ
economy-7632	165	80	statistically	statistically	ADV
economy-7632	165	81	significant	significant	ADJ
economy-7632	165	82	breakpoint	breakpoint	NOUN
economy-7632	165	83	in	in	ADP
economy-7632	165	84	2017	2017	NUM
economy-7632	165	85	,	,	PUNCT
economy-7632	165	86	supported	support	VERB
economy-7632	165	87	by	by	ADP
economy-7632	165	88	a	a	DET
economy-7632	165	89	bic	bic	PROPN
economy-7632	165	90	value	value	NOUN
economy-7632	165	91	of	of	ADP
economy-7632	165	92	19.201	19.201	NUM
economy-7632	165	93	(	(	PUNCT
economy-7632	165	94	the	the	DET
economy-7632	165	95	lowest	low	ADJ
economy-7632	165	96	)	)	PUNCT
economy-7632	165	97	and	and	CCONJ
economy-7632	165	98	a	a	DET
economy-7632	165	99	significant	significant	ADJ
economy-7632	165	100	reduction	reduction	NOUN
economy-7632	165	101	in	in	ADP
economy-7632	165	102	the	the	DET
economy-7632	165	103	residual	residual	ADJ
economy-7632	165	104	sum	sum	NOUN
economy-7632	165	105	of	of	ADP
economy-7632	165	106	squares	square	NOUN
economy-7632	165	107	(	(	PUNCT
economy-7632	165	108	rss	rss	NOUN
economy-7632	165	109	)	)	PUNCT
economy-7632	165	110	observed	observe	VERB
economy-7632	165	111	between	between	ADP
economy-7632	165	112	the	the	DET
economy-7632	165	113	null	null	ADJ
economy-7632	165	114	model	model	NOUN
economy-7632	165	115	(	(	PUNCT
economy-7632	165	116	m	m	PROPN
economy-7632	165	117	=	=	NOUN
economy-7632	165	118	0	0	NUM
economy-7632	165	119	)	)	PUNCT
economy-7632	165	120	and	and	CCONJ
economy-7632	165	121	the	the	DET
economy-7632	165	122	single	single	ADJ
economy-7632	165	123	-	-	PUNCT
economy-7632	165	124	break	break	NOUN
economy-7632	165	125	model	model	NOUN
economy-7632	165	126	(	(	PUNCT
economy-7632	165	127	m	m	NOUN
economy-7632	165	128	=	=	NOUN
economy-7632	165	129	1	1	NUM
economy-7632	165	130	)	)	PUNCT
economy-7632	165	131	.	.	PUNCT
economy-7632	166	1	4.1	4.1	NUM
economy-7632	166	2	.	.	PUNCT
economy-7632	166	3	markov	markov	NOUN
economy-7632	166	4	switching	switching	NOUN
economy-7632	166	5	model	model	NOUN
economy-7632	166	6	a	a	DET
economy-7632	166	7	markov	markov	NOUN
economy-7632	166	8	switching	switching	NOUN
economy-7632	166	9	model	model	NOUN
economy-7632	166	10	was	be	AUX
economy-7632	166	11	fitted	fit	VERB
economy-7632	166	12	to	to	PART
economy-7632	166	13	capture	capture	VERB
economy-7632	166	14	potential	potential	ADJ
economy-7632	166	15	regime	regime	NOUN
economy-7632	166	16	-	-	PUNCT
economy-7632	166	17	dependent	dependent	ADJ
economy-7632	166	18	dynamics	dynamic	NOUN
economy-7632	166	19	in	in	ADP
economy-7632	166	20	the	the	DET
economy-7632	166	21	data	datum	NOUN
economy-7632	166	22	.	.	PUNCT
economy-7632	167	1	a	a	DET
economy-7632	167	2	baseline	baseline	ADJ
economy-7632	167	3	linear	linear	PROPN
economy-7632	167	4	regression	regression	NOUN
economy-7632	167	5	model	model	NOUN
economy-7632	167	6	was	be	AUX
economy-7632	167	7	fitted	fit	VERB
economy-7632	167	8	to	to	ADP
economy-7632	167	9	the	the	DET
economy-7632	167	10	data	datum	NOUN
economy-7632	167	11	before	before	ADP
economy-7632	167	12	estimating	estimate	VERB
economy-7632	167	13	a	a	DET
economy-7632	167	14	markov	markov	NOUN
economy-7632	167	15	switching	switching	NOUN
economy-7632	167	16	model	model	NOUN
economy-7632	167	17	,	,	PUNCT
economy-7632	167	18	and	and	CCONJ
economy-7632	167	19	results	result	NOUN
economy-7632	167	20	are	be	AUX
economy-7632	167	21	presented	present	VERB
economy-7632	167	22	in	in	ADP
economy-7632	167	23	table	table	NOUN
economy-7632	167	24	4	4	NUM
economy-7632	167	25	.	.	PUNCT
economy-7632	167	26	table	table	NOUN
economy-7632	167	27	4	4	NUM
economy-7632	167	28	.	.	PUNCT
economy-7632	168	1	results	result	NOUN
economy-7632	168	2	of	of	ADP
economy-7632	168	3	the	the	DET
economy-7632	168	4	baseline	baseline	ADJ
economy-7632	168	5	linear	linear	PROPN
economy-7632	168	6	regression	regression	NOUN
economy-7632	168	7	model	model	NOUN
economy-7632	168	8	.	.	PUNCT
economy-7632	169	1	variables	variable	NOUN
economy-7632	169	2	estimate	estimate	VERB
economy-7632	169	3	std	std	NOUN
economy-7632	169	4	.	.	NOUN
economy-7632	169	5	error	error	NOUN
economy-7632	169	6	t	t	NOUN
economy-7632	169	7	-	-	PUNCT
economy-7632	169	8	value	value	NOUN
economy-7632	169	9	p	p	NOUN
economy-7632	169	10	-	-	PUNCT
economy-7632	169	11	value	value	NOUN
economy-7632	169	12	intercept	intercept	NOUN
economy-7632	169	13	-2.016	-2.016	X
economy-7632	169	14	4.219	4.219	NUM
economy-7632	169	15	-0.478	-0.478	NUM
economy-7632	169	16	0.636	0.636	NUM
economy-7632	169	17	gdpg	gdpg	ADJ
economy-7632	169	18	-0.104	-0.104	PROPN
economy-7632	169	19	0.092	0.092	NUM
economy-7632	169	20	-1.132	-1.132	X
economy-7632	169	21	0.267	0.267	NUM
economy-7632	169	22	clr	clr	VERB
economy-7632	169	23	0.005	0.005	NUM
economy-7632	169	24	0.022	0.022	NUM
economy-7632	169	25	0.218	0.218	NUM
economy-7632	169	26	0.829	0.829	NUM
economy-7632	169	27	lndevexp	lndevexp	NOUN
economy-7632	169	28	0.494	0.494	NUM
economy-7632	169	29	0.167	0.167	NUM
economy-7632	169	30	2.963	2.963	NUM
economy-7632	169	31	0.006	0.006	NUM
economy-7632	169	32	*	*	PUNCT
economy-7632	169	33	*	*	PUNCT
economy-7632	169	34	vat	vat	NOUN
economy-7632	169	35	-0.0004	-0.0004	NOUN
economy-7632	169	36	0.183	0.183	NUM
economy-7632	169	37	-0.002	-0.002	PUNCT
economy-7632	169	38	0.998	0.998	NUM
economy-7632	169	39	aic=97.903	aic=97.903	PUNCT
economy-7632	169	40	bic=107.062	bic=107.062	NOUN
economy-7632	169	41	log	log	VERB
economy-7632	169	42	lik	lik	PROPN
economy-7632	169	43	.	.	PUNCT
economy-7632	170	1	=	=	PRON
economy-7632	170	2	-42.952	-42.952	VERB
economy-7632	170	3	residual	residual	ADJ
economy-7632	170	4	standard	standard	ADJ
economy-7632	170	5	error	error	NOUN
economy-7632	170	6	:	:	PUNCT
economy-7632	170	7	0.927	0.927	NUM
economy-7632	170	8	note	note	NOUN
economy-7632	170	9	:	:	PUNCT
economy-7632	170	10	signif	signif	PROPN
economy-7632	170	11	.	.	PUNCT
economy-7632	171	1	codes	code	NOUN
economy-7632	171	2	:	:	PUNCT
economy-7632	171	3	0	0	NUM
economy-7632	171	4	'	'	X
economy-7632	171	5	*	*	PUNCT
economy-7632	171	6	*	*	PUNCT
economy-7632	171	7	*	*	NOUN
economy-7632	171	8	'	'	PART
economy-7632	171	9	0.001	0.001	NUM
economy-7632	171	10	'	'	NOUN
economy-7632	171	11	*	*	NOUN
economy-7632	171	12	*	*	NOUN
economy-7632	171	13	'	'	PUNCT
economy-7632	171	14	0.01	0.01	NUM
economy-7632	171	15	'	'	NOUN
economy-7632	171	16	*	*	NUM
economy-7632	171	17	'	'	NUM
economy-7632	171	18	0.05	0.05	NUM
economy-7632	171	19	'	'	PUNCT
economy-7632	171	20	.	.	PUNCT
economy-7632	171	21	'	'	PUNCT
economy-7632	172	1	0.1	0.1	NUM
economy-7632	172	2	'	'	PUNCT
economy-7632	172	3	'	'	NUM
economy-7632	172	4	1	1	NUM
economy-7632	172	5	.	.	PUNCT
economy-7632	172	6	a	a	DET
economy-7632	172	7	two	two	NUM
economy-7632	172	8	-	-	PUNCT
economy-7632	172	9	regime	regime	NOUN
economy-7632	172	10	ms	ms	PROPN
economy-7632	172	11	-	-	PUNCT
economy-7632	172	12	ar	ar	NOUN
economy-7632	172	13	model	model	NOUN
economy-7632	172	14	with	with	ADP
economy-7632	172	15	all	all	DET
economy-7632	172	16	parameters	parameter	NOUN
economy-7632	172	17	switching	switch	VERB
economy-7632	172	18	was	be	AUX
economy-7632	172	19	fitted	fit	VERB
economy-7632	172	20	.	.	PUNCT
economy-7632	173	1	regime	regime	NOUN
economy-7632	173	2	1	1	NUM
economy-7632	173	3	indicates	indicate	VERB
economy-7632	173	4	a	a	DET
economy-7632	173	5	period	period	NOUN
economy-7632	173	6	of	of	ADP
economy-7632	173	7	stagnating	stagnate	VERB
economy-7632	173	8	unemployment	unemployment	NOUN
economy-7632	173	9	,	,	PUNCT
economy-7632	173	10	whereas	whereas	SCONJ
economy-7632	173	11	regime	regime	NOUN
economy-7632	173	12	2	2	NUM
economy-7632	173	13	represents	represent	VERB
economy-7632	173	14	a	a	DET
economy-7632	173	15	period	period	NOUN
economy-7632	173	16	of	of	ADP
economy-7632	173	17	trend	trend	NOUN
economy-7632	173	18	unemployment	unemployment	NOUN
economy-7632	173	19	.	.	PUNCT
economy-7632	174	1	table	table	NOUN
economy-7632	174	2	5	5	NUM
economy-7632	174	3	presents	present	VERB
economy-7632	174	4	the	the	DET
economy-7632	174	5	results	result	NOUN
economy-7632	174	6	of	of	ADP
economy-7632	174	7	the	the	DET
economy-7632	174	8	fitted	fit	VERB
economy-7632	174	9	markov	markov	NOUN
economy-7632	174	10	switching	switching	NOUN
economy-7632	174	11	model	model	NOUN
economy-7632	174	12	.	.	PUNCT
economy-7632	174	13	table	table	NOUN
economy-7632	174	14	5	5	NUM
economy-7632	174	15	.	.	PUNCT
economy-7632	174	16	results	result	NOUN
economy-7632	174	17	of	of	ADP
economy-7632	174	18	markov	markov	NOUN
economy-7632	174	19	switching	switch	VERB
economy-7632	174	20	model	model	NOUN
economy-7632	174	21	with	with	ADP
economy-7632	174	22	all	all	DET
economy-7632	174	23	variables	variable	NOUN
economy-7632	174	24	switching	switch	VERB
economy-7632	174	25	.	.	PUNCT
economy-7632	175	1	regime	regime	NOUN
economy-7632	175	2	1	1	NUM
economy-7632	175	3	model	model	NOUN
economy-7632	175	4	variables	variable	NOUN
economy-7632	175	5	estimate	estimate	VERB
economy-7632	175	6	std	std	NOUN
economy-7632	175	7	.	.	NOUN
economy-7632	175	8	error	error	NOUN
economy-7632	175	9	t	t	NOUN
economy-7632	175	10	-	-	PUNCT
economy-7632	175	11	value	value	NOUN
economy-7632	175	12	p	p	NOUN
economy-7632	175	13	-	-	PUNCT
economy-7632	175	14	values	value	NOUN
economy-7632	175	15	intercept	intercept	NOUN
economy-7632	175	16	(	(	PUNCT
economy-7632	175	17	s	s	NOUN
economy-7632	175	18	)	)	PUNCT
economy-7632	175	19	-0.042	-0.042	PUNCT
economy-7632	175	20	0.174	0.174	NUM
economy-7632	175	21	-0.261	-0.261	NUM
economy-7632	175	22	0.812	0.812	NUM
economy-7632	175	23	gdpg	gdpg	ADJ
economy-7632	175	24	(	(	PUNCT
economy-7632	175	25	s	s	NOUN
economy-7632	175	26	)	)	PUNCT
economy-7632	175	27	-0.026	-0.026	X
economy-7632	175	28	0.004	0.004	NUM
economy-7632	175	29	-6.023	-6.023	NUM
economy-7632	175	30	1.709e-09	1.709e-09	NUM
economy-7632	175	31	*	*	PUNCT
economy-7632	175	32	*	*	PUNCT
economy-7632	175	33	*	*	PUNCT
economy-7632	175	34	clr	clr	NOUN
economy-7632	175	35	(	(	PUNCT
economy-7632	175	36	s	s	NOUN
economy-7632	175	37	)	)	PUNCT
economy-7632	175	38	-0.001	-0.001	NOUN
economy-7632	175	39	0.001	0.001	NUM
economy-7632	175	40	-0.889	-0.889	NOUN
economy-7632	175	41	0.374	0.374	NUM
economy-7632	175	42	lndevexp	lndevexp	NOUN
economy-7632	175	43	(	(	PUNCT
economy-7632	175	44	s	s	NOUN
economy-7632	175	45	)	)	PUNCT
economy-7632	175	46	0.026	0.026	NUM
economy-7632	175	47	0.01	0.01	NUM
economy-7632	175	48	3.321	3.321	NUM
economy-7632	175	49	0.001	0.001	NUM
economy-7632	175	50	*	*	PUNCT
economy-7632	175	51	*	*	PUNCT
economy-7632	175	52	*	*	PUNCT
economy-7632	175	53	vat(s	vat(s	NOUN
economy-7632	175	54	)	)	PUNCT
economy-7632	175	55	0.002	0.002	NUM
economy-7632	175	56	0.008	0.008	NUM
economy-7632	175	57	0.200	0.200	NUM
economy-7632	175	58	0.841	0.841	NUM
economy-7632	175	59	unempr_1(s	unempr_1(s	NOUN
economy-7632	175	60	)	)	PUNCT
economy-7632	175	61	0.94	0.94	NUM
economy-7632	175	62	0.010	0.010	NUM
economy-7632	175	63	95.959	95.959	NUM
economy-7632	175	64	<	<	X
economy-7632	175	65	2.2e-16	2.2e-16	PROPN
economy-7632	175	66	*	*	PUNCT
economy-7632	175	67	*	*	PUNCT
economy-7632	175	68	*	*	PUNCT
economy-7632	175	69	residual	residual	ADJ
economy-7632	175	70	standard	standard	ADJ
economy-7632	175	71	error	error	NOUN
economy-7632	175	72	:	:	PUNCT
economy-7632	175	73	0.03521215	0.03521215	NUM
economy-7632	175	74	note	note	NOUN
economy-7632	175	75	:	:	PUNCT
economy-7632	175	76	s	s	X
economy-7632	175	77	=	=	VERB
economy-7632	175	78	switching	switch	VERB
economy-7632	175	79	implying	imply	VERB
economy-7632	175	80	that	that	SCONJ
economy-7632	175	81	the	the	DET
economy-7632	175	82	variable	variable	NOUN
economy-7632	175	83	is	be	AUX
economy-7632	175	84	switching	switch	VERB
economy-7632	175	85	regime	regime	NOUN
economy-7632	175	86	2	2	NUM
economy-7632	175	87	model	model	NOUN
economy-7632	175	88	variables	variable	NOUN
economy-7632	175	89	estimate	estimate	VERB
economy-7632	175	90	std	std	NOUN
economy-7632	175	91	.	.	NOUN
economy-7632	175	92	error	error	NOUN
economy-7632	175	93	t	t	NOUN
economy-7632	175	94	-	-	PUNCT
economy-7632	175	95	value	value	NOUN
economy-7632	175	96	p	p	NOUN
economy-7632	175	97	values	value	NOUN
economy-7632	175	98	intercept	intercept	NOUN
economy-7632	175	99	(	(	PUNCT
economy-7632	175	100	s	s	X
economy-7632	175	101	)	)	PUNCT
economy-7632	175	102	-21.209	-21.209	PUNCT
economy-7632	175	103	0.218	0.218	NUM
economy-7632	175	104	-97.513	-97.513	PUNCT
economy-7632	175	105	<	<	X
economy-7632	175	106	2.2e-16	2.2e-16	PROPN
economy-7632	175	107	*	*	PUNCT
economy-7632	175	108	*	*	PUNCT
economy-7632	175	109	*	*	X
economy-7632	175	110	gdpg	gdpg	ADJ
economy-7632	175	111	(	(	PUNCT
economy-7632	175	112	s	s	NOUN
economy-7632	175	113	)	)	PUNCT
economy-7632	175	114	-0.066	-0.066	NOUN
economy-7632	175	115	0.009	0.009	NUM
economy-7632	175	116	-7.152	-7.152	NUM
economy-7632	175	117	8.540e-13	8.540e-13	NUM
economy-7632	175	118	*	*	PUNCT
economy-7632	175	119	*	*	PUNCT
economy-7632	175	120	*	*	PUNCT
economy-7632	175	121	clr	clr	NOUN
economy-7632	175	122	(	(	PUNCT
economy-7632	175	123	s	s	NOUN
economy-7632	175	124	)	)	PUNCT
economy-7632	175	125	-0.020	-0.020	X
economy-7632	175	126	0.005	0.005	NUM
economy-7632	175	127	-4.533	-4.533	PUNCT
economy-7632	175	128	5.807e-06	5.807e-06	NUM
economy-7632	175	129	*	*	PUNCT
economy-7632	175	130	*	*	PUNCT
economy-7632	175	131	*	*	PUNCT
economy-7632	175	132	lndevexp	lndevexp	PROPN
economy-7632	175	133	(	(	PUNCT
economy-7632	175	134	s	s	NOUN
economy-7632	175	135	)	)	PUNCT
economy-7632	175	136	1.682	1.682	NUM
economy-7632	175	137	0.028	0.028	NUM
economy-7632	175	138	59.660	59.660	NUM
economy-7632	175	139	<	<	X
economy-7632	175	140	2.2e-16	2.2e-16	PROPN
economy-7632	175	141	*	*	PUNCT
economy-7632	175	142	*	*	PUNCT
economy-7632	175	143	*	*	PUNCT
economy-7632	175	144	vat(s	vat(s	X
economy-7632	175	145	)	)	PUNCT
economy-7632	175	146	0.079	0.079	NUM
economy-7632	175	147	0.030	0.030	NUM
economy-7632	175	148	2.629	2.629	NUM
economy-7632	175	149	0.009	0.009	NUM
economy-7632	175	150	*	*	PUNCT
economy-7632	175	151	*	*	PUNCT
economy-7632	175	152	unempr_1(s	unempr_1(s	NOUN
economy-7632	175	153	)	)	PUNCT
economy-7632	175	154	0.703	0.703	NUM
economy-7632	175	155	0.009	0.009	NUM
economy-7632	175	156	76.424	76.424	NUM
economy-7632	175	157	<	<	X
economy-7632	176	1	2.2e-16	2.2e-16	PROPN
economy-7632	177	1	*	*	PUNCT
economy-7632	177	2	*	*	PUNCT
economy-7632	177	3	*	*	PUNCT
economy-7632	177	4	residual	residual	ADJ
economy-7632	177	5	standard	standard	ADJ
economy-7632	177	6	error	error	NOUN
economy-7632	177	7	:	:	PUNCT
economy-7632	177	8	0.006	0.006	NUM
economy-7632	177	9	aic=	aic=	PROPN
economy-7632	177	10	-104.642	-104.642	PROPN
economy-7632	177	11	bic=	bic=	PROPN
economy-7632	177	12	-44.77	-44.77	PUNCT
economy-7632	177	13	transition	transition	NOUN
economy-7632	177	14	probability	probability	NOUN
economy-7632	177	15	matrix	matrix	NOUN
economy-7632	177	16	regime	regime	NOUN
economy-7632	177	17	1	1	NUM
economy-7632	177	18	regime	regime	NOUN
economy-7632	177	19	2	2	NUM
economy-7632	177	20	regime	regime	NOUN
economy-7632	177	21	1	1	NUM
economy-7632	177	22	0.924	0.924	NUM
economy-7632	177	23	0.283	0.283	NUM
economy-7632	177	24	regime	regime	NOUN
economy-7632	177	25	2	2	NUM
economy-7632	177	26	0.076	0.076	NUM
economy-7632	177	27	0.717	0.717	NUM
economy-7632	177	28	note	note	NOUN
economy-7632	177	29	:	:	PUNCT
economy-7632	177	30	s	s	X
economy-7632	177	31	=	=	VERB
economy-7632	177	32	switching	switch	VERB
economy-7632	177	33	implying	imply	VERB
economy-7632	177	34	that	that	SCONJ
economy-7632	177	35	the	the	DET
economy-7632	177	36	variable	variable	NOUN
economy-7632	177	37	is	be	AUX
economy-7632	177	38	switching	switch	VERB
economy-7632	177	39	diagnostic	diagnostic	ADJ
economy-7632	177	40	checks	check	NOUN
economy-7632	177	41	were	be	AUX
economy-7632	177	42	performed	perform	VERB
economy-7632	177	43	on	on	ADP
economy-7632	177	44	the	the	DET
economy-7632	177	45	model	model	NOUN
economy-7632	177	46	assumptions	assumption	NOUN
economy-7632	177	47	to	to	PART
economy-7632	177	48	ensure	ensure	VERB
economy-7632	177	49	that	that	SCONJ
economy-7632	177	50	the	the	DET
economy-7632	177	51	results	result	NOUN
economy-7632	177	52	were	be	AUX
economy-7632	177	53	valid	valid	ADJ
economy-7632	177	54	and	and	CCONJ
economy-7632	177	55	reliable	reliable	ADJ
economy-7632	177	56	,	,	PUNCT
economy-7632	177	57	and	and	CCONJ
economy-7632	177	58	the	the	DET
economy-7632	177	59	results	result	NOUN
economy-7632	177	60	are	be	AUX
economy-7632	177	61	presented	present	VERB
economy-7632	177	62	in	in	ADP
economy-7632	177	63	table	table	NOUN
economy-7632	177	64	6	6	NUM
economy-7632	177	65	.	.	PUNCT
economy-7632	178	1	the	the	DET
economy-7632	178	2	results	result	NOUN
economy-7632	178	3	show	show	VERB
economy-7632	178	4	that	that	SCONJ
economy-7632	178	5	the	the	DET
economy-7632	178	6	model	model	NOUN
economy-7632	178	7	satisfied	satisfy	VERB
economy-7632	178	8	all	all	DET
economy-7632	178	9	the	the	DET
economy-7632	178	10	assumptions	assumption	NOUN
economy-7632	178	11	.	.	PUNCT
economy-7632	179	1	table	table	NOUN
economy-7632	179	2	6	6	NUM
economy-7632	179	3	.	.	PUNCT
economy-7632	180	1	diagnostic	diagnostic	ADJ
economy-7632	180	2	test	test	NOUN
economy-7632	180	3	results	result	NOUN
economy-7632	180	4	for	for	ADP
economy-7632	180	5	the	the	DET
economy-7632	180	6	markov	markov	NOUN
economy-7632	180	7	switching	switch	VERB
economy-7632	180	8	model	model	NOUN
economy-7632	180	9	with	with	ADP
economy-7632	180	10	all	all	DET
economy-7632	180	11	variables	variable	NOUN
economy-7632	180	12	switching	switch	VERB
economy-7632	180	13	.	.	PUNCT
economy-7632	181	1	diagnostic	diagnostic	ADJ
economy-7632	181	2	test	test	NOUN
economy-7632	181	3	statistic	statistic	NOUN
economy-7632	181	4	p	p	NOUN
economy-7632	181	5	-	-	PUNCT
economy-7632	181	6	value	value	NOUN
economy-7632	181	7	conclusion	conclusion	NOUN
economy-7632	181	8	normality	normality	NOUN
economy-7632	181	9	0.559	0.559	NUM
economy-7632	181	10	0.756	0.756	NUM
economy-7632	181	11	residuals	residual	NOUN
economy-7632	181	12	normally	normally	ADV
economy-7632	181	13	distributed	distribute	VERB
economy-7632	181	14	autocorrelation	autocorrelation	NOUN
economy-7632	181	15	12.297	12.297	NUM
economy-7632	181	16	0.266	0.266	NUM
economy-7632	181	17	no	no	DET
economy-7632	181	18	autocorrelation	autocorrelation	NOUN
economy-7632	181	19	arch	arch	ADJ
economy-7632	181	20	test	test	NOUN
economy-7632	181	21	on	on	ADP
economy-7632	181	22	residuals	residual	NOUN
economy-7632	181	23	8.701	8.701	NUM
economy-7632	181	24	0.728	0.728	NUM
economy-7632	181	25	no	no	DET
economy-7632	181	26	arch	arch	ADJ
economy-7632	181	27	effect	effect	NOUN
economy-7632	181	28	on	on	ADP
economy-7632	181	29	residuals	residual	NOUN
economy-7632	181	30	arch	arch	ADJ
economy-7632	181	31	test	test	NOUN
economy-7632	181	32	on	on	ADP
economy-7632	181	33	squared	square	VERB
economy-7632	181	34	residuals	residual	NOUN
economy-7632	181	35	7.117	7.117	NUM
economy-7632	181	36	0.850	0.850	NUM
economy-7632	181	37	no	no	DET
economy-7632	181	38	arch	arch	ADJ
economy-7632	181	39	effect	effect	NOUN
economy-7632	181	40	on	on	ADP
economy-7632	181	41	squared	square	VERB
economy-7632	181	42	residuals	residual	NOUN
economy-7632	181	43	the	the	DET
economy-7632	181	44	study	study	NOUN
economy-7632	181	45	proceeded	proceed	VERB
economy-7632	181	46	to	to	PART
economy-7632	181	47	interpret	interpret	VERB
economy-7632	181	48	the	the	DET
economy-7632	181	49	model	model	NOUN
economy-7632	181	50	since	since	SCONJ
economy-7632	181	51	it	it	PRON
economy-7632	181	52	satisfied	satisfy	VERB
economy-7632	181	53	all	all	DET
economy-7632	181	54	the	the	DET
economy-7632	181	55	assumptions	assumption	NOUN
economy-7632	181	56	.	.	PUNCT
economy-7632	182	1	the	the	DET
economy-7632	182	2	markov	markov	NOUN
economy-7632	182	3	switching	switch	VERB
economy-7632	182	4	model	model	NOUN
economy-7632	182	5	equation	equation	NOUN
economy-7632	182	6	is	be	AUX
economy-7632	182	7	given	give	VERB
economy-7632	182	8	by	by	ADP
economy-7632	182	9	:	:	PUNCT
economy-7632	182	10	unempt	unempt	ADJ
economy-7632	182	11	=	=	PUNCT
economy-7632	182	12	−0.042	−0.042	PROPN
economy-7632	182	13	−	−	PROPN
economy-7632	182	14	0.026gdpgt	0.026gdpgt	NOUN
economy-7632	182	15	−	−	PROPN
economy-7632	182	16	0.001clrt	0.001clrt	NOUN
economy-7632	183	1	+	+	NUM
economy-7632	183	2	0.026lndevexpt	0.026lndevexpt	NUM
economy-7632	184	1	+	+	CCONJ
economy-7632	184	2	0.002vatt	0.002vatt	NOUN
economy-7632	185	1	+	+	CCONJ
economy-7632	185	2	0.940unempt−1	0.940unempt−1	NOUN
economy-7632	185	3	,	,	PUNCT
economy-7632	185	4	st	st	PROPN
economy-7632	185	5	=	=	SYM
economy-7632	185	6	1	1	NUM
economy-7632	185	7	(	(	PUNCT
economy-7632	185	8	8)	8)	NUM
economy-7632	185	9	unempt	unempt	NOUN
economy-7632	186	1	=	=	PUNCT
economy-7632	186	2	−21.21	−21.21	PROPN
economy-7632	186	3	−	−	PROPN
economy-7632	186	4	0.066gdpgt	0.066gdpgt	VERB
economy-7632	186	5	−	−	NOUN
economy-7632	186	6	0.020clrt	0.020clrt	ADJ
economy-7632	187	1	+	+	NOUN
economy-7632	187	2	1.682lndevexpt	1.682lndevexpt	NUM
economy-7632	187	3	+	+	NUM
economy-7632	187	4	0.079vatt	0.079vatt	NOUN
economy-7632	188	1	+	+	CCONJ
economy-7632	188	2	0.703unempt−1	0.703unempt−1	NOUN
economy-7632	188	3	,	,	PUNCT
economy-7632	188	4	𝑆𝑡	𝑆𝑡	AUX
economy-7632	188	5	=	=	SYM
economy-7632	188	6	2	2	NUM
economy-7632	188	7	(	(	PUNCT
economy-7632	188	8	9	9	NUM
economy-7632	188	9	)	)	PUNCT
economy-7632	188	10	holding	hold	VERB
economy-7632	188	11	other	other	ADJ
economy-7632	188	12	factors	factor	NOUN
economy-7632	188	13	constant	constant	ADJ
economy-7632	188	14	,	,	PUNCT
economy-7632	188	15	a	a	DET
economy-7632	188	16	1	1	NUM
economy-7632	188	17	%	%	NOUN
economy-7632	188	18	increase	increase	NOUN
economy-7632	188	19	in	in	ADP
economy-7632	188	20	economic	economic	ADJ
economy-7632	188	21	growth	growth	NOUN
economy-7632	188	22	reduces	reduce	VERB
economy-7632	188	23	unemployment	unemployment	NOUN
economy-7632	188	24	by	by	ADP
economy-7632	188	25	0.026	0.026	NUM
economy-7632	188	26	%	%	NOUN
economy-7632	188	27	and	and	CCONJ
economy-7632	188	28	0.066	0.066	NUM
economy-7632	188	29	%	%	NOUN
economy-7632	188	30	in	in	ADP
economy-7632	188	31	regime	regime	NOUN
economy-7632	188	32	1	1	NUM
economy-7632	188	33	and	and	CCONJ
economy-7632	188	34	regime	regime	NOUN
economy-7632	188	35	2	2	NUM
economy-7632	188	36	,	,	PUNCT
economy-7632	188	37	respectively	respectively	ADV
economy-7632	188	38	.	.	PUNCT
economy-7632	189	1	while	while	SCONJ
economy-7632	189	2	economic	economic	ADJ
economy-7632	189	3	growth	growth	NOUN
economy-7632	189	4	is	be	AUX
economy-7632	189	5	significant	significant	ADJ
economy-7632	189	6	in	in	ADP
economy-7632	189	7	both	both	DET
economy-7632	189	8	regimes	regime	NOUN
economy-7632	189	9	,	,	PUNCT
economy-7632	189	10	it	it	PRON
economy-7632	189	11	has	have	VERB
economy-7632	189	12	a	a	DET
economy-7632	189	13	stronger	strong	ADJ
economy-7632	189	14	impact	impact	NOUN
economy-7632	189	15	on	on	ADP
economy-7632	189	16	unemployment	unemployment	NOUN
economy-7632	189	17	in	in	ADP
economy-7632	189	18	regime	regime	NOUN
economy-7632	189	19	2	2	NUM
economy-7632	189	20	compared	compare	VERB
economy-7632	189	21	to	to	ADP
economy-7632	189	22	regime	regime	NOUN
economy-7632	189	23	1	1	NUM
economy-7632	189	24	.	.	PUNCT
economy-7632	190	1	economy	economy	NOUN
economy-7632	190	2	,	,	PUNCT
economy-7632	190	3	2025	2025	NUM
economy-7632	190	4	,	,	PUNCT
economy-7632	190	5	12(2	12(2	NUM
economy-7632	190	6	):	):	PUNCT
economy-7632	190	7	146	146	NUM
economy-7632	190	8	-	-	SYM
economy-7632	190	9	155	155	NUM
economy-7632	190	10	153	153	NUM
economy-7632	190	11	©	©	PROPN
economy-7632	190	12	2025	2025	NUM
economy-7632	190	13	by	by	ADP
economy-7632	190	14	the	the	DET
economy-7632	190	15	authors	author	NOUN
economy-7632	190	16	;	;	PUNCT
economy-7632	190	17	licensee	licensee	PROPN
economy-7632	190	18	asian	asian	ADJ
economy-7632	190	19	online	online	PROPN
economy-7632	190	20	journal	journal	PROPN
economy-7632	190	21	publishing	publishing	NOUN
economy-7632	190	22	group	group	NOUN
economy-7632	190	23	the	the	DET
economy-7632	190	24	lending	lending	NOUN
economy-7632	190	25	rate	rate	NOUN
economy-7632	190	26	coefficients	coefficient	NOUN
economy-7632	190	27	of	of	ADP
economy-7632	190	28	-0.001	-0.001	NOUN
economy-7632	190	29	in	in	ADP
economy-7632	190	30	regime	regime	NOUN
economy-7632	190	31	1	1	NUM
economy-7632	190	32	and	and	CCONJ
economy-7632	190	33	-0.020	-0.020	PROPN
economy-7632	190	34	in	in	ADP
economy-7632	190	35	regime	regime	NOUN
economy-7632	190	36	2	2	NUM
economy-7632	190	37	imply	imply	VERB
economy-7632	190	38	that	that	SCONJ
economy-7632	190	39	an	an	DET
economy-7632	190	40	increase	increase	NOUN
economy-7632	190	41	in	in	ADP
economy-7632	190	42	the	the	DET
economy-7632	190	43	lending	lending	NOUN
economy-7632	190	44	rate	rate	NOUN
economy-7632	190	45	by	by	ADP
economy-7632	190	46	1	1	NUM
economy-7632	190	47	%	%	NOUN
economy-7632	190	48	decreases	decrease	VERB
economy-7632	190	49	the	the	DET
economy-7632	190	50	unemployment	unemployment	NOUN
economy-7632	190	51	rate	rate	NOUN
economy-7632	190	52	by	by	ADP
economy-7632	190	53	0.001	0.001	NUM
economy-7632	190	54	%	%	NOUN
economy-7632	190	55	in	in	ADP
economy-7632	190	56	regime	regime	NOUN
economy-7632	190	57	1	1	NUM
economy-7632	190	58	and	and	CCONJ
economy-7632	190	59	0.020	0.020	NUM
economy-7632	190	60	%	%	NOUN
economy-7632	190	61	in	in	ADP
economy-7632	190	62	regime	regime	NOUN
economy-7632	190	63	2	2	NUM
economy-7632	190	64	,	,	PUNCT
economy-7632	190	65	holding	hold	VERB
economy-7632	190	66	other	other	ADJ
economy-7632	190	67	factors	factor	NOUN
economy-7632	190	68	constant	constant	ADJ
economy-7632	190	69	.	.	PUNCT
economy-7632	191	1	the	the	DET
economy-7632	191	2	lending	lending	NOUN
economy-7632	191	3	rate	rate	NOUN
economy-7632	191	4	was	be	AUX
economy-7632	191	5	statistically	statistically	ADV
economy-7632	191	6	significant	significant	ADJ
economy-7632	191	7	in	in	ADP
economy-7632	191	8	regime	regime	NOUN
economy-7632	191	9	2	2	NUM
economy-7632	191	10	but	but	CCONJ
economy-7632	191	11	insignificant	insignificant	ADJ
economy-7632	191	12	in	in	ADP
economy-7632	191	13	regime	regime	NOUN
economy-7632	191	14	1	1	NUM
economy-7632	191	15	.	.	PUNCT
economy-7632	192	1	an	an	DET
economy-7632	192	2	increase	increase	NOUN
economy-7632	192	3	in	in	ADP
economy-7632	192	4	development	development	NOUN
economy-7632	192	5	expenditure	expenditure	NOUN
economy-7632	192	6	by	by	ADP
economy-7632	192	7	1	1	NUM
economy-7632	192	8	%	%	NOUN
economy-7632	192	9	increased	increase	VERB
economy-7632	192	10	unemployment	unemployment	NOUN
economy-7632	192	11	by	by	ADP
economy-7632	192	12	0.00026	0.00026	NUM
economy-7632	192	13	%	%	NOUN
economy-7632	192	14	in	in	ADP
economy-7632	192	15	regime	regime	NOUN
economy-7632	192	16	1	1	NUM
economy-7632	192	17	and	and	CCONJ
economy-7632	192	18	0.0168	0.0168	NUM
economy-7632	192	19	%	%	NOUN
economy-7632	192	20	in	in	ADP
economy-7632	192	21	regime	regime	NOUN
economy-7632	192	22	2	2	NUM
economy-7632	192	23	,	,	PUNCT
economy-7632	192	24	holding	hold	VERB
economy-7632	192	25	other	other	ADJ
economy-7632	192	26	factors	factor	NOUN
economy-7632	192	27	constant	constant	ADJ
economy-7632	192	28	.	.	PUNCT
economy-7632	193	1	it	it	PRON
economy-7632	193	2	was	be	AUX
economy-7632	193	3	significant	significant	ADJ
economy-7632	193	4	at	at	ADP
economy-7632	193	5	0.05	0.05	NUM
economy-7632	193	6	in	in	ADP
economy-7632	193	7	both	both	DET
economy-7632	193	8	regimes	regime	NOUN
economy-7632	193	9	.	.	PUNCT
economy-7632	194	1	on	on	ADP
economy-7632	194	2	the	the	DET
economy-7632	194	3	other	other	ADJ
economy-7632	194	4	hand	hand	NOUN
economy-7632	194	5	,	,	PUNCT
economy-7632	194	6	an	an	DET
economy-7632	194	7	increase	increase	NOUN
economy-7632	194	8	in	in	ADP
economy-7632	194	9	vat	vat	NOUN
economy-7632	194	10	rate	rate	NOUN
economy-7632	194	11	by	by	ADP
economy-7632	194	12	1	1	NUM
economy-7632	194	13	%	%	NOUN
economy-7632	194	14	in	in	ADP
economy-7632	194	15	regime	regime	NOUN
economy-7632	194	16	1	1	NUM
economy-7632	194	17	and	and	CCONJ
economy-7632	194	18	regime	regime	NOUN
economy-7632	194	19	2	2	NUM
economy-7632	194	20	increased	increase	VERB
economy-7632	194	21	unemployment	unemployment	NOUN
economy-7632	194	22	by	by	ADP
economy-7632	194	23	0.0016	0.0016	NUM
economy-7632	194	24	%	%	NOUN
economy-7632	194	25	and	and	CCONJ
economy-7632	194	26	0.079	0.079	NUM
economy-7632	194	27	%	%	NOUN
economy-7632	194	28	,	,	PUNCT
economy-7632	194	29	respectively	respectively	ADV
economy-7632	194	30	.	.	PUNCT
economy-7632	195	1	however	however	ADV
economy-7632	195	2	,	,	PUNCT
economy-7632	195	3	the	the	DET
economy-7632	195	4	impact	impact	NOUN
economy-7632	195	5	of	of	ADP
economy-7632	195	6	vat	vat	NOUN
economy-7632	195	7	on	on	ADP
economy-7632	195	8	unemployment	unemployment	NOUN
economy-7632	195	9	is	be	AUX
economy-7632	195	10	significant	significant	ADJ
economy-7632	195	11	in	in	ADP
economy-7632	195	12	regime	regime	NOUN
economy-7632	195	13	2	2	NUM
economy-7632	195	14	at	at	ADP
economy-7632	195	15	0.05	0.05	NUM
economy-7632	195	16	but	but	CCONJ
economy-7632	195	17	insignificant	insignificant	ADJ
economy-7632	195	18	in	in	ADP
economy-7632	195	19	regime	regime	NOUN
economy-7632	195	20	1	1	NUM
economy-7632	195	21	.	.	PUNCT
economy-7632	196	1	in	in	ADP
economy-7632	196	2	regime	regime	NOUN
economy-7632	196	3	1	1	NUM
economy-7632	196	4	,	,	PUNCT
economy-7632	196	5	unemployment	unemployment	NOUN
economy-7632	196	6	in	in	ADP
economy-7632	196	7	the	the	DET
economy-7632	196	8	previous	previous	ADJ
economy-7632	196	9	period	period	NOUN
economy-7632	196	10	increases	increase	VERB
economy-7632	196	11	current	current	ADJ
economy-7632	196	12	unemployment	unemployment	NOUN
economy-7632	196	13	by	by	ADP
economy-7632	196	14	0.94	0.94	NUM
economy-7632	196	15	%	%	NOUN
economy-7632	196	16	,	,	PUNCT
economy-7632	196	17	and	and	CCONJ
economy-7632	196	18	by	by	ADP
economy-7632	196	19	0.70	0.70	NUM
economy-7632	196	20	%	%	NOUN
economy-7632	196	21	in	in	ADP
economy-7632	196	22	regime	regime	NOUN
economy-7632	196	23	2	2	NUM
economy-7632	196	24	.	.	PUNCT
economy-7632	197	1	both	both	DET
economy-7632	197	2	effects	effect	NOUN
economy-7632	197	3	are	be	AUX
economy-7632	197	4	significant	significant	ADJ
economy-7632	197	5	at	at	ADP
economy-7632	197	6	the	the	DET
economy-7632	197	7	0.05	0.05	NUM
economy-7632	197	8	level	level	NOUN
economy-7632	197	9	in	in	ADP
economy-7632	197	10	both	both	DET
economy-7632	197	11	regimes	regime	NOUN
economy-7632	197	12	.	.	PUNCT
economy-7632	198	1	the	the	DET
economy-7632	198	2	transition	transition	NOUN
economy-7632	198	3	probability	probability	NOUN
economy-7632	198	4	matrix	matrix	NOUN
economy-7632	198	5	in	in	ADP
economy-7632	198	6	table	table	NOUN
economy-7632	198	7	5	5	NUM
economy-7632	198	8	indicates	indicate	VERB
economy-7632	198	9	that	that	SCONJ
economy-7632	198	10	when	when	SCONJ
economy-7632	198	11	the	the	DET
economy-7632	198	12	process	process	NOUN
economy-7632	198	13	is	be	AUX
economy-7632	198	14	in	in	ADP
economy-7632	198	15	regime	regime	NOUN
economy-7632	198	16	1	1	NUM
economy-7632	198	17	,	,	PUNCT
economy-7632	198	18	the	the	DET
economy-7632	198	19	probability	probability	NOUN
economy-7632	198	20	of	of	ADP
economy-7632	198	21	remaining	remain	VERB
economy-7632	198	22	in	in	ADP
economy-7632	198	23	that	that	DET
economy-7632	198	24	regime	regime	NOUN
economy-7632	198	25	is	be	AUX
economy-7632	198	26	92.4	92.4	NUM
economy-7632	198	27	%	%	NOUN
economy-7632	198	28	,	,	PUNCT
economy-7632	198	29	while	while	SCONJ
economy-7632	198	30	the	the	DET
economy-7632	198	31	probability	probability	NOUN
economy-7632	198	32	of	of	ADP
economy-7632	198	33	transitioning	transition	VERB
economy-7632	198	34	to	to	PART
economy-7632	198	35	regime	regime	NOUN
economy-7632	198	36	2	2	NUM
economy-7632	198	37	is	be	AUX
economy-7632	198	38	28.3	28.3	NUM
economy-7632	198	39	%	%	NOUN
economy-7632	198	40	.	.	PUNCT
economy-7632	199	1	conversely	conversely	ADV
economy-7632	199	2	,	,	PUNCT
economy-7632	199	3	when	when	SCONJ
economy-7632	199	4	the	the	DET
economy-7632	199	5	process	process	NOUN
economy-7632	199	6	is	be	AUX
economy-7632	199	7	in	in	ADP
economy-7632	199	8	regime	regime	NOUN
economy-7632	199	9	2	2	NUM
economy-7632	199	10	,	,	PUNCT
economy-7632	199	11	the	the	DET
economy-7632	199	12	probability	probability	NOUN
economy-7632	199	13	of	of	ADP
economy-7632	199	14	remaining	remain	VERB
economy-7632	199	15	in	in	ADP
economy-7632	199	16	regime	regime	NOUN
economy-7632	199	17	2	2	NUM
economy-7632	199	18	is	be	AUX
economy-7632	199	19	71.7	71.7	NUM
economy-7632	199	20	%	%	NOUN
economy-7632	199	21	,	,	PUNCT
economy-7632	199	22	while	while	SCONJ
economy-7632	199	23	the	the	DET
economy-7632	199	24	probability	probability	NOUN
economy-7632	199	25	of	of	ADP
economy-7632	199	26	transitioning	transition	VERB
economy-7632	199	27	to	to	PART
economy-7632	199	28	regime	regime	NOUN
economy-7632	199	29	1	1	NUM
economy-7632	199	30	is	be	AUX
economy-7632	199	31	7.6	7.6	NUM
economy-7632	199	32	%	%	NOUN
economy-7632	199	33	.	.	PUNCT
economy-7632	200	1	furthermore	furthermore	ADV
economy-7632	200	2	,	,	PUNCT
economy-7632	200	3	the	the	DET
economy-7632	200	4	expected	expect	VERB
economy-7632	200	5	duration	duration	NOUN
economy-7632	200	6	for	for	ADP
economy-7632	200	7	regimes	regime	NOUN
economy-7632	200	8	1	1	NUM
economy-7632	200	9	and	and	CCONJ
economy-7632	200	10	2	2	NUM
economy-7632	200	11	is	be	AUX
economy-7632	200	12	13.6	13.6	NUM
economy-7632	200	13	and	and	CCONJ
economy-7632	200	14	3.5	3.5	NUM
economy-7632	200	15	periods	period	NOUN
economy-7632	200	16	,	,	PUNCT
economy-7632	200	17	respectively	respectively	ADV
economy-7632	200	18	.	.	PUNCT
economy-7632	201	1	this	this	PRON
economy-7632	201	2	suggests	suggest	VERB
economy-7632	201	3	that	that	SCONJ
economy-7632	201	4	regime	regime	NOUN
economy-7632	201	5	1	1	NUM
economy-7632	201	6	is	be	AUX
economy-7632	201	7	highly	highly	ADV
economy-7632	201	8	persistent	persistent	ADJ
economy-7632	201	9	,	,	PUNCT
economy-7632	201	10	whereas	whereas	SCONJ
economy-7632	201	11	regime	regime	NOUN
economy-7632	201	12	2	2	NUM
economy-7632	201	13	is	be	AUX
economy-7632	201	14	short	short	ADV
economy-7632	201	15	-	-	PUNCT
economy-7632	201	16	lived	live	VERB
economy-7632	201	17	.	.	PUNCT
economy-7632	202	1	significant	significant	ADJ
economy-7632	202	2	differences	difference	NOUN
economy-7632	202	3	in	in	ADP
economy-7632	202	4	parameter	parameter	NOUN
economy-7632	202	5	estimates	estimate	NOUN
economy-7632	202	6	across	across	ADP
economy-7632	202	7	regimes	regime	NOUN
economy-7632	202	8	were	be	AUX
economy-7632	202	9	assessed	assess	VERB
economy-7632	202	10	using	use	VERB
economy-7632	202	11	95	95	NUM
economy-7632	202	12	%	%	NOUN
economy-7632	202	13	confidence	confidence	NOUN
economy-7632	202	14	intervals	interval	NOUN
economy-7632	202	15	,	,	PUNCT
economy-7632	202	16	and	and	CCONJ
economy-7632	202	17	the	the	DET
economy-7632	202	18	results	result	NOUN
economy-7632	202	19	are	be	AUX
economy-7632	202	20	presented	present	VERB
economy-7632	202	21	in	in	ADP
economy-7632	202	22	table	table	NOUN
economy-7632	202	23	7	7	NUM
economy-7632	202	24	.	.	PUNCT
economy-7632	202	25	table	table	NOUN
economy-7632	202	26	7	7	NUM
economy-7632	202	27	.	.	PUNCT
economy-7632	203	1	a	a	DET
economy-7632	203	2	95	95	NUM
economy-7632	203	3	%	%	NOUN
economy-7632	203	4	non	non	ADJ
economy-7632	203	5	-	-	ADJ
economy-7632	203	6	overlapping	overlapping	ADJ
economy-7632	203	7	confidence	confidence	NOUN
economy-7632	203	8	interval	interval	NOUN
economy-7632	203	9	.	.	PUNCT
economy-7632	204	1	variable	variable	ADJ
economy-7632	204	2	regime	regime	NOUN
economy-7632	204	3	1	1	NUM
economy-7632	204	4	ci	ci	NOUN
economy-7632	205	1	[	[	X
economy-7632	205	2	lower	low	ADJ
economy-7632	205	3	,	,	PUNCT
economy-7632	205	4	upper	upper	ADJ
economy-7632	205	5	]	]	PUNCT
economy-7632	205	6	regime	regime	NOUN
economy-7632	205	7	2	2	NUM
economy-7632	205	8	ci	ci	NOUN
economy-7632	206	1	[	[	X
economy-7632	206	2	lower	low	ADJ
economy-7632	206	3	,	,	PUNCT
economy-7632	206	4	upper	upper	ADJ
economy-7632	206	5	]	]	PUNCT
economy-7632	206	6	decision	decision	NOUN
economy-7632	206	7	conclusion	conclusion	NOUN
economy-7632	206	8	intercept	intercept	VERB
economy-7632	207	1	[	[	X
economy-7632	207	2	-20.72	-20.72	NOUN
economy-7632	207	3	,	,	PUNCT
economy-7632	207	4	-20.00	-20.00	NOUN
economy-7632	207	5	]	]	X
economy-7632	208	1	[	[	X
economy-7632	208	2	-0.38	-0.38	ADJ
economy-7632	208	3	,	,	PUNCT
economy-7632	208	4	0.26	0.26	NUM
economy-7632	208	5	]	]	PUNCT
economy-7632	208	6	no	no	DET
economy-7632	208	7	overlap	overlap	NOUN
economy-7632	208	8	in	in	ADP
economy-7632	208	9	ci	ci	NOUN
economy-7632	208	10	significant	significant	ADJ
economy-7632	208	11	difference	difference	NOUN
economy-7632	208	12	gdpg	gdpg	NOUN
economy-7632	208	13	[	[	X
economy-7632	208	14	-0.075	-0.075	X
economy-7632	208	15	,	,	PUNCT
economy-7632	208	16	-0.064	-0.064	NOUN
economy-7632	208	17	]	]	X
economy-7632	209	1	[	[	X
economy-7632	209	2	-0.035	-0.035	X
economy-7632	209	3	,	,	PUNCT
economy-7632	209	4	-0.018	-0.018	PRON
economy-7632	209	5	]	]	X
economy-7632	209	6	no	no	DET
economy-7632	209	7	overlap	overlap	NOUN
economy-7632	209	8	in	in	ADP
economy-7632	209	9	ci	ci	NOUN
economy-7632	209	10	significant	significant	ADJ
economy-7632	209	11	difference	difference	NOUN
economy-7632	209	12	clr	clr	NOUN
economy-7632	209	13	[	[	X
economy-7632	209	14	-0.014	-0.014	NOUN
economy-7632	209	15	,	,	PUNCT
economy-7632	209	16	-0.010	-0.010	PUNCT
economy-7632	209	17	]	]	PUNCT
economy-7632	210	1	[	[	X
economy-7632	210	2	-0.002	-0.002	X
economy-7632	210	3	,	,	PUNCT
economy-7632	210	4	0.001	0.001	NUM
economy-7632	210	5	]	]	PUNCT
economy-7632	210	6	no	no	DET
economy-7632	210	7	overlap	overlap	NOUN
economy-7632	210	8	in	in	ADP
economy-7632	210	9	ci	ci	NOUN
economy-7632	210	10	significant	significant	ADJ
economy-7632	210	11	difference	difference	NOUN
economy-7632	210	12	lndevexp	lndevexp	NOUN
economy-7632	210	13	[	[	X
economy-7632	210	14	1.59	1.59	NUM
economy-7632	210	15	,	,	PUNCT
economy-7632	210	16	1.61	1.61	NUM
economy-7632	210	17	]	]	PUNCT
economy-7632	211	1	[	[	X
economy-7632	211	2	0.013	0.013	NUM
economy-7632	211	3	,	,	PUNCT
economy-7632	211	4	0.044	0.044	NUM
economy-7632	211	5	]	]	PUNCT
economy-7632	211	6	no	no	DET
economy-7632	211	7	overlap	overlap	NOUN
economy-7632	211	8	in	in	ADP
economy-7632	211	9	ci	ci	NOUN
economy-7632	211	10	significant	significant	ADJ
economy-7632	211	11	difference	difference	NOUN
economy-7632	211	12	vat	vat	NOUN
economy-7632	211	13	[	[	X
economy-7632	211	14	0.074	0.074	NUM
economy-7632	211	15	,	,	PUNCT
economy-7632	211	16	0.105	0.105	NUM
economy-7632	211	17	]	]	PUNCT
economy-7632	212	1	[	[	X
economy-7632	212	2	0.013	0.013	NUM
economy-7632	212	3	,	,	PUNCT
economy-7632	212	4	0.016	0.016	NUM
economy-7632	212	5	]	]	PUNCT
economy-7632	212	6	no	no	DET
economy-7632	212	7	overlap	overlap	NOUN
economy-7632	212	8	in	in	ADP
economy-7632	212	9	ci	ci	NOUN
economy-7632	212	10	significant	significant	ADJ
economy-7632	212	11	difference	difference	NOUN
economy-7632	213	1	unempr_1	unempr_1	NOUN
economy-7632	214	1	[	[	X
economy-7632	214	2	0.707	0.707	NUM
economy-7632	214	3	,	,	PUNCT
economy-7632	214	4	0.725	0.725	NUM
economy-7632	214	5	]	]	PUNCT
economy-7632	215	1	[	[	X
economy-7632	215	2	0.919	0.919	NUM
economy-7632	215	3	,	,	PUNCT
economy-7632	215	4	0.958	0.958	NUM
economy-7632	215	5	]	]	PUNCT
economy-7632	215	6	no	no	DET
economy-7632	215	7	overlap	overlap	NOUN
economy-7632	215	8	in	in	ADP
economy-7632	215	9	ci	ci	NOUN
economy-7632	215	10	significant	significant	ADJ
economy-7632	215	11	difference	difference	NOUN
economy-7632	215	12	the	the	DET
economy-7632	215	13	results	result	NOUN
economy-7632	215	14	on	on	ADP
economy-7632	215	15	unemployment	unemployment	NOUN
economy-7632	215	16	rate	rate	NOUN
economy-7632	215	17	projections	projection	NOUN
economy-7632	215	18	,	,	PUNCT
economy-7632	215	19	presented	present	VERB
economy-7632	215	20	in	in	ADP
economy-7632	215	21	table	table	NOUN
economy-7632	215	22	8	8	NUM
economy-7632	215	23	,	,	PUNCT
economy-7632	215	24	show	show	VERB
economy-7632	215	25	a	a	DET
economy-7632	215	26	slow	slow	ADJ
economy-7632	215	27	and	and	CCONJ
economy-7632	215	28	consistent	consistent	ADJ
economy-7632	215	29	decline	decline	NOUN
economy-7632	215	30	in	in	ADP
economy-7632	215	31	unemployment	unemployment	NOUN
economy-7632	215	32	rates	rate	NOUN
economy-7632	215	33	over	over	ADP
economy-7632	215	34	the	the	DET
economy-7632	215	35	next	next	ADJ
economy-7632	215	36	5	5	NUM
economy-7632	215	37	years	year	NOUN
economy-7632	215	38	.	.	PUNCT
economy-7632	216	1	on	on	ADP
economy-7632	216	2	the	the	DET
economy-7632	216	3	other	other	ADJ
economy-7632	216	4	hand	hand	NOUN
economy-7632	216	5	,	,	PUNCT
economy-7632	216	6	regime	regime	NOUN
economy-7632	216	7	probability	probability	NOUN
economy-7632	216	8	estimates	estimate	NOUN
economy-7632	216	9	indicate	indicate	VERB
economy-7632	216	10	that	that	SCONJ
economy-7632	216	11	while	while	SCONJ
economy-7632	216	12	unemployment	unemployment	NOUN
economy-7632	216	13	is	be	AUX
economy-7632	216	14	likely	likely	ADJ
economy-7632	216	15	to	to	PART
economy-7632	216	16	stay	stay	VERB
economy-7632	216	17	in	in	ADP
economy-7632	216	18	the	the	DET
economy-7632	216	19	stagnating	stagnate	VERB
economy-7632	216	20	regime	regime	NOUN
economy-7632	216	21	,	,	PUNCT
economy-7632	216	22	the	the	DET
economy-7632	216	23	probability	probability	NOUN
economy-7632	216	24	falls	fall	VERB
economy-7632	216	25	while	while	SCONJ
economy-7632	216	26	the	the	DET
economy-7632	216	27	probability	probability	NOUN
economy-7632	216	28	of	of	ADP
economy-7632	216	29	shifting	shift	VERB
economy-7632	216	30	to	to	ADP
economy-7632	216	31	the	the	DET
economy-7632	216	32	trend	trend	NOUN
economy-7632	216	33	regime	regime	NOUN
economy-7632	216	34	increases	increase	NOUN
economy-7632	216	35	.	.	PUNCT
economy-7632	217	1	table	table	NOUN
economy-7632	217	2	8	8	NUM
economy-7632	217	3	.	.	NOUN
economy-7632	217	4	5	5	NUM
economy-7632	217	5	-	-	PUNCT
economy-7632	217	6	year	year	NOUN
economy-7632	217	7	period	period	NOUN
economy-7632	217	8	unemployment	unemployment	NOUN
economy-7632	217	9	rate	rate	NOUN
economy-7632	217	10	and	and	CCONJ
economy-7632	217	11	probabilities	probability	NOUN
economy-7632	217	12	forecast	forecast	NOUN
economy-7632	217	13	.	.	PUNCT
economy-7632	218	1	unemployment	unemployment	NOUN
economy-7632	218	2	rate	rate	NOUN
economy-7632	218	3	forecast	forecast	NOUN
economy-7632	218	4	period	period	NOUN
economy-7632	218	5	1	1	NUM
economy-7632	218	6	period	period	NOUN
economy-7632	218	7	2	2	NUM
economy-7632	218	8	period	period	NOUN
economy-7632	218	9	3	3	NUM
economy-7632	218	10	period	period	NOUN
economy-7632	218	11	4	4	NUM
economy-7632	218	12	period	period	NOUN
economy-7632	218	13	5	5	NUM
economy-7632	218	14	-0.0378	-0.0378	NOUN
economy-7632	218	15	-0.036	-0.036	NOUN
economy-7632	219	1	-0.035	-0.035	PUNCT
economy-7632	219	2	-0.035	-0.035	NOUN
economy-7632	219	3	-0.034	-0.034	VERB
economy-7632	219	4	regime	regime	NOUN
economy-7632	219	5	probabilities	probability	NOUN
economy-7632	219	6	forecast	forecast	VERB
economy-7632	219	7	regime	regime	NOUN
economy-7632	219	8	1	1	NUM
economy-7632	219	9	regime	regime	NOUN
economy-7632	219	10	2	2	NUM
economy-7632	219	11	period	period	NOUN
economy-7632	219	12	1	1	NUM
economy-7632	219	13	0.766	0.766	NUM
economy-7632	219	14	0.234	0.234	NUM
economy-7632	219	15	period	period	NOUN
economy-7632	219	16	2	2	NUM
economy-7632	219	17	0.653	0.653	NUM
economy-7632	219	18	0.347	0.347	NUM
economy-7632	219	19	period	period	NOUN
economy-7632	219	20	3	3	NUM
economy-7632	219	21	0.593	0.593	NUM
economy-7632	219	22	0.408	0.408	NUM
economy-7632	219	23	period	period	NOUN
economy-7632	219	24	4	4	NUM
economy-7632	219	25	0.557	0.557	NUM
economy-7632	219	26	0.443	0.443	NUM
economy-7632	219	27	period	period	NOUN
economy-7632	219	28	5	5	NUM
economy-7632	219	29	0.536	0.536	NUM
economy-7632	219	30	0.464	0.464	NUM
economy-7632	219	31	5	5	NUM
economy-7632	219	32	.	.	PUNCT
economy-7632	219	33	discussion	discussion	NOUN
economy-7632	219	34	5.1	5.1	NUM
economy-7632	219	35	.	.	PUNCT
economy-7632	220	1	economic	economic	ADJ
economy-7632	220	2	growth	growth	NOUN
economy-7632	220	3	rate	rate	NOUN
economy-7632	220	4	and	and	CCONJ
economy-7632	220	5	unemployment	unemployment	NOUN
economy-7632	220	6	the	the	DET
economy-7632	220	7	study	study	NOUN
economy-7632	220	8	found	find	VERB
economy-7632	220	9	that	that	SCONJ
economy-7632	220	10	economic	economic	ADJ
economy-7632	220	11	growth	growth	NOUN
economy-7632	220	12	had	have	VERB
economy-7632	220	13	a	a	DET
economy-7632	220	14	negative	negative	ADJ
economy-7632	220	15	and	and	CCONJ
economy-7632	220	16	statistically	statistically	ADV
economy-7632	220	17	significant	significant	ADJ
economy-7632	220	18	effect	effect	NOUN
economy-7632	220	19	on	on	ADP
economy-7632	220	20	unemployment	unemployment	NOUN
economy-7632	220	21	in	in	ADP
economy-7632	220	22	both	both	DET
economy-7632	220	23	regimes	regime	NOUN
economy-7632	220	24	.	.	PUNCT
economy-7632	221	1	this	this	PRON
economy-7632	221	2	is	be	AUX
economy-7632	221	3	consistent	consistent	ADJ
economy-7632	221	4	with	with	ADP
economy-7632	221	5	okun	okun	PROPN
economy-7632	221	6	’s	’s	PART
economy-7632	221	7	law	law	NOUN
economy-7632	221	8	,	,	PUNCT
economy-7632	221	9	which	which	PRON
economy-7632	221	10	suggests	suggest	VERB
economy-7632	221	11	that	that	SCONJ
economy-7632	221	12	an	an	DET
economy-7632	221	13	increase	increase	NOUN
economy-7632	221	14	in	in	ADP
economy-7632	221	15	economic	economic	ADJ
economy-7632	221	16	growth	growth	NOUN
economy-7632	221	17	results	result	NOUN
economy-7632	221	18	in	in	ADP
economy-7632	221	19	the	the	DET
economy-7632	221	20	creation	creation	NOUN
economy-7632	221	21	of	of	ADP
economy-7632	221	22	jobs	job	NOUN
economy-7632	221	23	and	and	CCONJ
economy-7632	221	24	lower	low	ADJ
economy-7632	221	25	unemployment	unemployment	NOUN
economy-7632	221	26	rates	rate	NOUN
economy-7632	221	27	.	.	PUNCT
economy-7632	222	1	the	the	DET
economy-7632	222	2	results	result	NOUN
economy-7632	222	3	align	align	VERB
economy-7632	222	4	with	with	ADP
economy-7632	222	5	findings	finding	NOUN
economy-7632	222	6	of	of	ADP
economy-7632	222	7	tembo	tembo	NOUN
economy-7632	222	8	(	(	PUNCT
economy-7632	222	9	2023	2023	NUM
economy-7632	222	10	)	)	PUNCT
economy-7632	222	11	,	,	PUNCT
economy-7632	222	12	leasiwal	leasiwal	NOUN
economy-7632	222	13	et	et	PROPN
economy-7632	222	14	al	al	PROPN
economy-7632	222	15	.	.	PROPN
economy-7632	222	16	(	(	PUNCT
economy-7632	222	17	2022	2022	NUM
economy-7632	222	18	)	)	PUNCT
economy-7632	222	19	,	,	PUNCT
economy-7632	222	20	and	and	CCONJ
economy-7632	222	21	hjazeen	hjazeen	VERB
economy-7632	222	22	et	et	PROPN
economy-7632	222	23	al	al	PROPN
economy-7632	222	24	.	.	PROPN
economy-7632	223	1	(	(	PUNCT
economy-7632	223	2	2021	2021	NUM
economy-7632	223	3	)	)	PUNCT
economy-7632	223	4	.	.	PUNCT
economy-7632	224	1	5.2	5.2	NUM
economy-7632	224	2	.	.	PUNCT
economy-7632	224	3	commercial	commercial	ADJ
economy-7632	224	4	lending	lending	NOUN
economy-7632	224	5	rate	rate	NOUN
economy-7632	224	6	and	and	CCONJ
economy-7632	224	7	unemployment	unemployment	NOUN
economy-7632	224	8	contrary	contrary	ADJ
economy-7632	224	9	to	to	ADP
economy-7632	224	10	the	the	DET
economy-7632	224	11	economic	economic	ADJ
economy-7632	224	12	theory	theory	NOUN
economy-7632	224	13	that	that	SCONJ
economy-7632	224	14	a	a	DET
economy-7632	224	15	high	high	ADJ
economy-7632	224	16	lending	lending	NOUN
economy-7632	224	17	rate	rate	NOUN
economy-7632	224	18	increases	increase	VERB
economy-7632	224	19	the	the	DET
economy-7632	224	20	unemployment	unemployment	NOUN
economy-7632	224	21	rate	rate	NOUN
economy-7632	224	22	,	,	PUNCT
economy-7632	224	23	the	the	DET
economy-7632	224	24	study	study	NOUN
economy-7632	224	25	established	establish	VERB
economy-7632	224	26	that	that	SCONJ
economy-7632	224	27	a	a	DET
economy-7632	224	28	high	high	ADJ
economy-7632	224	29	commercial	commercial	ADJ
economy-7632	224	30	lending	lending	NOUN
economy-7632	224	31	rate	rate	NOUN
economy-7632	224	32	significantly	significantly	ADV
economy-7632	224	33	reduced	reduce	VERB
economy-7632	224	34	unemployment	unemployment	NOUN
economy-7632	224	35	only	only	ADV
economy-7632	224	36	in	in	ADP
economy-7632	224	37	regime	regime	NOUN
economy-7632	224	38	2	2	NUM
economy-7632	224	39	.	.	PUNCT
economy-7632	225	1	this	this	PRON
economy-7632	225	2	may	may	AUX
economy-7632	225	3	be	be	AUX
economy-7632	225	4	attributed	attribute	VERB
economy-7632	225	5	to	to	ADP
economy-7632	225	6	improved	improved	ADJ
economy-7632	225	7	access	access	NOUN
economy-7632	225	8	to	to	ADP
economy-7632	225	9	credit	credit	NOUN
economy-7632	225	10	through	through	ADP
economy-7632	225	11	the	the	DET
economy-7632	225	12	growth	growth	NOUN
economy-7632	225	13	of	of	ADP
economy-7632	225	14	digital	digital	ADJ
economy-7632	225	15	loans	loan	NOUN
economy-7632	225	16	,	,	PUNCT
economy-7632	225	17	mobile	mobile	ADJ
economy-7632	225	18	money	money	NOUN
economy-7632	225	19	,	,	PUNCT
economy-7632	225	20	and	and	CCONJ
economy-7632	225	21	the	the	DET
economy-7632	225	22	2019	2019	NUM
economy-7632	225	23	repeal	repeal	NOUN
economy-7632	225	24	of	of	ADP
economy-7632	225	25	the	the	DET
economy-7632	225	26	2016	2016	NUM
economy-7632	225	27	interest	interest	NOUN
economy-7632	225	28	rate	rate	NOUN
economy-7632	225	29	cap	cap	NOUN
economy-7632	225	30	.	.	PUNCT
economy-7632	226	1	the	the	DET
economy-7632	226	2	results	result	NOUN
economy-7632	226	3	agree	agree	VERB
economy-7632	226	4	with	with	ADP
economy-7632	226	5	the	the	DET
economy-7632	226	6	findings	finding	NOUN
economy-7632	226	7	of	of	ADP
economy-7632	226	8	musiita	musiita	PROPN
economy-7632	226	9	et	et	PROPN
economy-7632	226	10	al	al	PROPN
economy-7632	226	11	.	.	PROPN
economy-7632	227	1	(	(	PUNCT
economy-7632	227	2	2024	2024	NUM
economy-7632	227	3	)	)	PUNCT
economy-7632	227	4	and	and	CCONJ
economy-7632	227	5	chinonye	chinonye	NOUN
economy-7632	227	6	(	(	PUNCT
economy-7632	227	7	2021	2021	NUM
economy-7632	227	8	)	)	PUNCT
economy-7632	227	9	.	.	PUNCT
economy-7632	228	1	5.3	5.3	NUM
economy-7632	228	2	.	.	PUNCT
economy-7632	228	3	development	development	NOUN
economy-7632	228	4	expenditure	expenditure	NOUN
economy-7632	228	5	and	and	CCONJ
economy-7632	228	6	unemployment	unemployment	NOUN
economy-7632	228	7	development	development	NOUN
economy-7632	228	8	expenditure	expenditure	NOUN
economy-7632	228	9	had	have	VERB
economy-7632	228	10	a	a	DET
economy-7632	228	11	positive	positive	ADJ
economy-7632	228	12	and	and	CCONJ
economy-7632	228	13	significant	significant	ADJ
economy-7632	228	14	effect	effect	NOUN
economy-7632	228	15	on	on	ADP
economy-7632	228	16	unemployment	unemployment	NOUN
economy-7632	228	17	in	in	ADP
economy-7632	228	18	both	both	DET
economy-7632	228	19	regimes	regime	NOUN
economy-7632	228	20	,	,	PUNCT
economy-7632	228	21	with	with	ADP
economy-7632	228	22	a	a	DET
economy-7632	228	23	stronger	strong	ADJ
economy-7632	228	24	effect	effect	NOUN
economy-7632	228	25	in	in	ADP
economy-7632	228	26	regime	regime	NOUN
economy-7632	228	27	2	2	NUM
economy-7632	228	28	.	.	PUNCT
economy-7632	229	1	this	this	PRON
economy-7632	229	2	contradicts	contradict	VERB
economy-7632	229	3	keynesian	keynesian	ADJ
economy-7632	229	4	theory	theory	NOUN
economy-7632	229	5	,	,	PUNCT
economy-7632	229	6	which	which	PRON
economy-7632	229	7	postulates	postulate	VERB
economy-7632	229	8	that	that	SCONJ
economy-7632	229	9	an	an	DET
economy-7632	229	10	increase	increase	NOUN
economy-7632	229	11	in	in	ADP
economy-7632	229	12	government	government	NOUN
economy-7632	229	13	expenditure	expenditure	NOUN
economy-7632	229	14	could	could	AUX
economy-7632	229	15	reduce	reduce	VERB
economy-7632	229	16	unemployment	unemployment	NOUN
economy-7632	229	17	by	by	ADP
economy-7632	229	18	boosting	boost	VERB
economy-7632	229	19	demand	demand	NOUN
economy-7632	229	20	.	.	PUNCT
economy-7632	230	1	the	the	DET
economy-7632	230	2	positive	positive	ADJ
economy-7632	230	3	effect	effect	NOUN
economy-7632	230	4	may	may	AUX
economy-7632	230	5	be	be	AUX
economy-7632	230	6	attributed	attribute	VERB
economy-7632	230	7	to	to	ADP
economy-7632	230	8	lag	lag	NOUN
economy-7632	230	9	effects	effect	NOUN
economy-7632	230	10	,	,	PUNCT
economy-7632	230	11	mostly	mostly	ADV
economy-7632	230	12	due	due	ADP
economy-7632	230	13	to	to	ADP
economy-7632	230	14	the	the	DET
economy-7632	230	15	time	time	NOUN
economy-7632	230	16	lag	lag	NOUN
economy-7632	230	17	between	between	ADP
economy-7632	230	18	project	project	NOUN
economy-7632	230	19	implementation	implementation	NOUN
economy-7632	230	20	and	and	CCONJ
economy-7632	230	21	results	result	VERB
economy-7632	230	22	realization	realization	NOUN
economy-7632	230	23	in	in	ADP
economy-7632	230	24	the	the	DET
economy-7632	230	25	form	form	NOUN
economy-7632	230	26	of	of	ADP
economy-7632	230	27	job	job	NOUN
economy-7632	230	28	creation	creation	NOUN
economy-7632	230	29	.	.	PUNCT
economy-7632	231	1	further	far	ADV
economy-7632	231	2	,	,	PUNCT
economy-7632	231	3	funds	fund	NOUN
economy-7632	231	4	may	may	AUX
economy-7632	231	5	be	be	AUX
economy-7632	231	6	allocated	allocate	VERB
economy-7632	231	7	to	to	ADP
economy-7632	231	8	capital	capital	NOUN
economy-7632	231	9	-	-	PUNCT
economy-7632	231	10	intensive	intensive	ADJ
economy-7632	231	11	projects	project	NOUN
economy-7632	231	12	.	.	PUNCT
economy-7632	232	1	in	in	ADP
economy-7632	232	2	addition	addition	NOUN
economy-7632	232	3	,	,	PUNCT
economy-7632	232	4	some	some	DET
economy-7632	232	5	projects	project	NOUN
economy-7632	232	6	provide	provide	VERB
economy-7632	232	7	short	short	ADJ
economy-7632	232	8	-	-	PUNCT
economy-7632	232	9	term	term	NOUN
economy-7632	232	10	employment	employment	NOUN
economy-7632	232	11	opportunities	opportunity	NOUN
economy-7632	232	12	or	or	CCONJ
economy-7632	232	13	jobs	job	NOUN
economy-7632	232	14	dominated	dominate	VERB
economy-7632	232	15	by	by	ADP
economy-7632	232	16	foreigners	foreigner	NOUN
economy-7632	232	17	,	,	PUNCT
economy-7632	232	18	or	or	CCONJ
economy-7632	232	19	projects	project	NOUN
economy-7632	232	20	are	be	AUX
economy-7632	232	21	stalled	stall	VERB
economy-7632	232	22	,	,	PUNCT
economy-7632	232	23	further	far	ADV
economy-7632	232	24	increasing	increase	VERB
economy-7632	232	25	unemployment	unemployment	NOUN
economy-7632	232	26	.	.	PUNCT
economy-7632	233	1	the	the	DET
economy-7632	233	2	results	result	NOUN
economy-7632	233	3	align	align	VERB
economy-7632	233	4	with	with	ADP
economy-7632	233	5	the	the	DET
economy-7632	233	6	findings	finding	NOUN
economy-7632	233	7	of	of	ADP
economy-7632	233	8	wandile	wandile	NOUN
economy-7632	233	9	et	et	PROPN
economy-7632	233	10	al	al	PROPN
economy-7632	233	11	.	.	PUNCT
economy-7632	234	1	(	(	PUNCT
economy-7632	234	2	2024	2024	NUM
economy-7632	234	3	)	)	PUNCT
economy-7632	234	4	,	,	PUNCT
economy-7632	234	5	ibrahim	ibrahim	PROPN
economy-7632	234	6	(	(	PUNCT
economy-7632	234	7	2023	2023	NUM
economy-7632	234	8	)	)	PUNCT
economy-7632	234	9	,	,	PUNCT
economy-7632	234	10	enyoghasim	enyoghasim	NOUN
economy-7632	234	11	and	and	CCONJ
economy-7632	234	12	hycenth	hycenth	ADJ
economy-7632	234	13	(	(	PUNCT
economy-7632	234	14	2022	2022	NUM
economy-7632	234	15	)	)	PUNCT
economy-7632	234	16	,	,	PUNCT
economy-7632	234	17	abdullahi	abdullahi	NOUN
economy-7632	234	18	and	and	CCONJ
economy-7632	234	19	haruna	haruna	PROPN
economy-7632	234	20	(	(	PUNCT
economy-7632	234	21	2021	2021	NUM
economy-7632	234	22	)	)	PUNCT
economy-7632	234	23	,	,	PUNCT
economy-7632	234	24	and	and	CCONJ
economy-7632	234	25	mungai	mungai	NOUN
economy-7632	234	26	and	and	CCONJ
economy-7632	234	27	korir	korir	PROPN
economy-7632	234	28	(	(	PUNCT
economy-7632	234	29	2020	2020	NUM
economy-7632	234	30	)	)	PUNCT
economy-7632	234	31	.	.	PUNCT
economy-7632	235	1	5.4	5.4	NUM
economy-7632	235	2	.	.	PUNCT
economy-7632	235	3	vat	vat	NOUN
economy-7632	235	4	and	and	CCONJ
economy-7632	235	5	unemployment	unemployment	NOUN
economy-7632	235	6	vat	vat	NOUN
economy-7632	235	7	had	have	VERB
economy-7632	235	8	a	a	DET
economy-7632	235	9	positive	positive	ADJ
economy-7632	235	10	effect	effect	NOUN
economy-7632	235	11	on	on	ADP
economy-7632	235	12	unemployment	unemployment	NOUN
economy-7632	235	13	,	,	PUNCT
economy-7632	235	14	though	though	SCONJ
economy-7632	235	15	statistically	statistically	ADV
economy-7632	235	16	significant	significant	ADJ
economy-7632	235	17	only	only	ADV
economy-7632	235	18	in	in	ADP
economy-7632	235	19	regime	regime	NOUN
economy-7632	235	20	2	2	NUM
economy-7632	235	21	.	.	PUNCT
economy-7632	236	1	the	the	DET
economy-7632	236	2	results	result	NOUN
economy-7632	236	3	align	align	VERB
economy-7632	236	4	with	with	ADP
economy-7632	236	5	economic	economic	ADJ
economy-7632	236	6	theory	theory	NOUN
economy-7632	236	7	that	that	SCONJ
economy-7632	236	8	a	a	DET
economy-7632	236	9	high	high	ADJ
economy-7632	236	10	vat	vat	NOUN
economy-7632	236	11	rate	rate	NOUN
economy-7632	236	12	reduces	reduce	VERB
economy-7632	236	13	consumer	consumer	NOUN
economy-7632	236	14	spending	spending	NOUN
economy-7632	236	15	by	by	ADP
economy-7632	236	16	decreasing	decrease	VERB
economy-7632	236	17	purchasing	purchasing	NOUN
economy-7632	236	18	power	power	NOUN
economy-7632	236	19	,	,	PUNCT
economy-7632	236	20	economy	economy	NOUN
economy-7632	236	21	,	,	PUNCT
economy-7632	236	22	2025	2025	NUM
economy-7632	236	23	,	,	PUNCT
economy-7632	236	24	12(2	12(2	NUM
economy-7632	236	25	):	):	PUNCT
economy-7632	236	26	146	146	NUM
economy-7632	236	27	-	-	SYM
economy-7632	236	28	155	155	NUM
economy-7632	236	29	154	154	NUM
economy-7632	236	30	©	©	PROPN
economy-7632	236	31	2025	2025	NUM
economy-7632	236	32	by	by	ADP
economy-7632	236	33	the	the	DET
economy-7632	236	34	authors	author	NOUN
economy-7632	236	35	;	;	PUNCT
economy-7632	236	36	licensee	licensee	PROPN
economy-7632	236	37	asian	asian	ADJ
economy-7632	236	38	online	online	PROPN
economy-7632	236	39	journal	journal	PROPN
economy-7632	236	40	publishing	publishing	NOUN
economy-7632	236	41	group	group	NOUN
economy-7632	236	42	thus	thus	ADV
economy-7632	236	43	causing	cause	VERB
economy-7632	236	44	firms	firm	NOUN
economy-7632	236	45	to	to	PART
economy-7632	236	46	cut	cut	VERB
economy-7632	236	47	production	production	NOUN
economy-7632	236	48	and	and	CCONJ
economy-7632	236	49	lay	lie	VERB
economy-7632	236	50	off	off	ADP
economy-7632	236	51	workers	worker	NOUN
economy-7632	236	52	,	,	PUNCT
economy-7632	236	53	increasing	increase	VERB
economy-7632	236	54	unemployment	unemployment	NOUN
economy-7632	236	55	.	.	PUNCT
economy-7632	237	1	the	the	DET
economy-7632	237	2	results	result	NOUN
economy-7632	237	3	resonate	resonate	VERB
economy-7632	237	4	with	with	ADP
economy-7632	237	5	the	the	DET
economy-7632	237	6	findings	finding	NOUN
economy-7632	237	7	of	of	ADP
economy-7632	237	8	peter	peter	PROPN
economy-7632	237	9	et	et	PROPN
economy-7632	237	10	al	al	PROPN
economy-7632	237	11	.	.	PROPN
economy-7632	238	1	(	(	PUNCT
economy-7632	238	2	2021	2021	NUM
economy-7632	238	3	)	)	PUNCT
economy-7632	238	4	,	,	PUNCT
economy-7632	238	5	enueshike	enueshike	NOUN
economy-7632	238	6	et	et	PROPN
economy-7632	238	7	al	al	PROPN
economy-7632	238	8	.	.	PROPN
economy-7632	238	9	(	(	PUNCT
economy-7632	238	10	2021	2021	NUM
economy-7632	238	11	)	)	PUNCT
economy-7632	238	12	,	,	PUNCT
economy-7632	238	13	and	and	CCONJ
economy-7632	238	14	anichebe	anichebe	NOUN
economy-7632	238	15	(	(	PUNCT
economy-7632	238	16	2019	2019	NUM
economy-7632	238	17	)	)	PUNCT
economy-7632	238	18	.	.	PUNCT
economy-7632	239	1	6	6	X
economy-7632	239	2	.	.	X
economy-7632	239	3	conclusions	conclusion	NOUN
economy-7632	239	4	economic	economic	ADJ
economy-7632	239	5	growth	growth	NOUN
economy-7632	239	6	significantly	significantly	ADV
economy-7632	239	7	reduces	reduce	VERB
economy-7632	239	8	unemployment	unemployment	NOUN
economy-7632	239	9	in	in	ADP
economy-7632	239	10	both	both	DET
economy-7632	239	11	regimes	regime	NOUN
economy-7632	239	12	,	,	PUNCT
economy-7632	239	13	highlighting	highlight	VERB
economy-7632	239	14	the	the	DET
economy-7632	239	15	crucial	crucial	ADJ
economy-7632	239	16	role	role	NOUN
economy-7632	239	17	played	play	VERB
economy-7632	239	18	in	in	ADP
economy-7632	239	19	job	job	NOUN
economy-7632	239	20	creation	creation	NOUN
economy-7632	239	21	.	.	PUNCT
economy-7632	240	1	therefore	therefore	ADV
economy-7632	240	2	,	,	PUNCT
economy-7632	240	3	policymakers	policymaker	NOUN
economy-7632	240	4	should	should	AUX
economy-7632	240	5	prioritize	prioritize	VERB
economy-7632	240	6	growth	growth	NOUN
economy-7632	240	7	-	-	PUNCT
economy-7632	240	8	led	lead	VERB
economy-7632	240	9	policies	policy	NOUN
economy-7632	240	10	.	.	PUNCT
economy-7632	241	1	on	on	ADP
economy-7632	241	2	the	the	DET
economy-7632	241	3	other	other	ADJ
economy-7632	241	4	hand	hand	NOUN
economy-7632	241	5	,	,	PUNCT
economy-7632	241	6	lending	lending	NOUN
economy-7632	241	7	rates	rate	NOUN
economy-7632	241	8	were	be	AUX
economy-7632	241	9	found	find	VERB
economy-7632	241	10	to	to	PART
economy-7632	241	11	reduce	reduce	VERB
economy-7632	241	12	unemployment	unemployment	NOUN
economy-7632	241	13	in	in	ADP
economy-7632	241	14	both	both	DET
economy-7632	241	15	regimes	regime	NOUN
economy-7632	241	16	,	,	PUNCT
economy-7632	241	17	although	although	SCONJ
economy-7632	241	18	the	the	DET
economy-7632	241	19	effect	effect	NOUN
economy-7632	241	20	was	be	AUX
economy-7632	241	21	significant	significant	ADJ
economy-7632	241	22	only	only	ADV
economy-7632	241	23	in	in	ADP
economy-7632	241	24	regime	regime	NOUN
economy-7632	241	25	2	2	NUM
economy-7632	241	26	.	.	PUNCT
economy-7632	242	1	this	this	PRON
economy-7632	242	2	suggests	suggest	VERB
economy-7632	242	3	that	that	SCONJ
economy-7632	242	4	increased	increase	VERB
economy-7632	242	5	access	access	NOUN
economy-7632	242	6	to	to	ADP
economy-7632	242	7	credit	credit	NOUN
economy-7632	242	8	facilities	facility	NOUN
economy-7632	242	9	may	may	AUX
economy-7632	242	10	offset	offset	VERB
economy-7632	242	11	the	the	DET
economy-7632	242	12	traditional	traditional	ADJ
economy-7632	242	13	adverse	adverse	ADJ
economy-7632	242	14	effect	effect	NOUN
economy-7632	242	15	of	of	ADP
economy-7632	242	16	high	high	ADJ
economy-7632	242	17	lending	lending	NOUN
economy-7632	242	18	rates	rate	NOUN
economy-7632	242	19	.	.	PUNCT
economy-7632	243	1	contrary	contrary	ADJ
economy-7632	243	2	to	to	ADP
economy-7632	243	3	keynesian	keynesian	ADJ
economy-7632	243	4	theory	theory	NOUN
economy-7632	243	5	,	,	PUNCT
economy-7632	243	6	development	development	NOUN
economy-7632	243	7	expenditure	expenditure	NOUN
economy-7632	243	8	significantly	significantly	ADV
economy-7632	243	9	increased	increase	VERB
economy-7632	243	10	unemployment	unemployment	NOUN
economy-7632	243	11	in	in	ADP
economy-7632	243	12	both	both	DET
economy-7632	243	13	regimes	regime	NOUN
economy-7632	243	14	.	.	PUNCT
economy-7632	244	1	this	this	PRON
economy-7632	244	2	may	may	AUX
economy-7632	244	3	indicate	indicate	VERB
economy-7632	244	4	inefficiencies	inefficiency	NOUN
economy-7632	244	5	in	in	ADP
economy-7632	244	6	development	development	NOUN
economy-7632	244	7	expenditure	expenditure	NOUN
economy-7632	244	8	,	,	PUNCT
economy-7632	244	9	possibly	possibly	ADV
economy-7632	244	10	due	due	ADP
economy-7632	244	11	to	to	ADP
economy-7632	244	12	time	time	NOUN
economy-7632	244	13	lag	lag	NOUN
economy-7632	244	14	or	or	CCONJ
economy-7632	244	15	allocation	allocation	NOUN
economy-7632	244	16	of	of	ADP
economy-7632	244	17	funds	fund	NOUN
economy-7632	244	18	to	to	ADP
economy-7632	244	19	capitalintensive	capitalintensive	ADJ
economy-7632	244	20	projects	project	NOUN
economy-7632	244	21	or	or	CCONJ
economy-7632	244	22	projects	project	NOUN
economy-7632	244	23	that	that	PRON
economy-7632	244	24	generate	generate	VERB
economy-7632	244	25	short	short	ADJ
economy-7632	244	26	-	-	PUNCT
economy-7632	244	27	term	term	NOUN
economy-7632	244	28	employment	employment	NOUN
economy-7632	244	29	.	.	PUNCT
economy-7632	245	1	vat	vat	NOUN
economy-7632	245	2	rates	rate	NOUN
economy-7632	245	3	were	be	AUX
economy-7632	245	4	found	find	VERB
economy-7632	245	5	to	to	PART
economy-7632	245	6	increase	increase	VERB
economy-7632	245	7	unemployment	unemployment	NOUN
economy-7632	245	8	;	;	PUNCT
economy-7632	245	9	however	however	ADV
economy-7632	245	10	,	,	PUNCT
economy-7632	245	11	the	the	DET
economy-7632	245	12	effect	effect	NOUN
economy-7632	245	13	was	be	AUX
economy-7632	245	14	significant	significant	ADJ
economy-7632	245	15	only	only	ADV
economy-7632	245	16	in	in	ADP
economy-7632	245	17	regime	regime	NOUN
economy-7632	245	18	2	2	NUM
economy-7632	245	19	.	.	PUNCT
economy-7632	246	1	this	this	PRON
economy-7632	246	2	suggests	suggest	VERB
economy-7632	246	3	vat	vat	NOUN
economy-7632	246	4	can	can	AUX
economy-7632	246	5	be	be	AUX
economy-7632	246	6	harmful	harmful	ADJ
economy-7632	246	7	during	during	ADP
economy-7632	246	8	trend	trend	NOUN
economy-7632	246	9	unemployment	unemployment	NOUN
economy-7632	246	10	,	,	PUNCT
economy-7632	246	11	as	as	SCONJ
economy-7632	246	12	it	it	PRON
economy-7632	246	13	reduces	reduce	VERB
economy-7632	246	14	demand	demand	NOUN
economy-7632	246	15	.	.	PUNCT
economy-7632	247	1	the	the	DET
economy-7632	247	2	non	non	ADJ
economy-7632	247	3	-	-	ADJ
economy-7632	247	4	overlapping	overlapping	ADJ
economy-7632	247	5	confidence	confidence	NOUN
economy-7632	247	6	intervals	interval	NOUN
economy-7632	247	7	,	,	PUNCT
economy-7632	247	8	which	which	PRON
economy-7632	247	9	confirmed	confirm	VERB
economy-7632	247	10	that	that	SCONJ
economy-7632	247	11	all	all	DET
economy-7632	247	12	coefficients	coefficient	NOUN
economy-7632	247	13	differ	differ	VERB
economy-7632	247	14	significantly	significantly	ADV
economy-7632	247	15	between	between	ADP
economy-7632	247	16	regime	regime	NOUN
economy-7632	247	17	1	1	NUM
economy-7632	247	18	and	and	CCONJ
economy-7632	247	19	regime	regime	NOUN
economy-7632	247	20	2	2	NUM
economy-7632	247	21	,	,	PUNCT
economy-7632	247	22	underscore	underscore	VERB
economy-7632	247	23	that	that	SCONJ
economy-7632	247	24	unemployment	unemployment	NOUN
economy-7632	247	25	in	in	ADP
economy-7632	247	26	kenya	kenya	PROPN
economy-7632	247	27	varies	vary	VERB
economy-7632	247	28	depending	depend	VERB
economy-7632	247	29	on	on	ADP
economy-7632	247	30	the	the	DET
economy-7632	247	31	state	state	NOUN
economy-7632	247	32	of	of	ADP
economy-7632	247	33	the	the	DET
economy-7632	247	34	economy	economy	NOUN
economy-7632	247	35	.	.	PUNCT
economy-7632	248	1	hence	hence	ADV
economy-7632	248	2	,	,	PUNCT
economy-7632	248	3	uniform	uniform	ADJ
economy-7632	248	4	policy	policy	NOUN
economy-7632	248	5	measures	measure	NOUN
economy-7632	248	6	may	may	AUX
economy-7632	248	7	not	not	PART
economy-7632	248	8	be	be	AUX
economy-7632	248	9	effective	effective	ADJ
economy-7632	248	10	in	in	ADP
economy-7632	248	11	addressing	address	VERB
economy-7632	248	12	unemployment	unemployment	NOUN
economy-7632	248	13	across	across	ADP
economy-7632	248	14	different	different	ADJ
economy-7632	248	15	regimes	regime	NOUN
economy-7632	248	16	.	.	PUNCT
economy-7632	249	1	furthermore	furthermore	ADV
economy-7632	249	2	,	,	PUNCT
economy-7632	249	3	based	base	VERB
economy-7632	249	4	on	on	ADP
economy-7632	249	5	the	the	DET
economy-7632	249	6	forecast	forecast	NOUN
economy-7632	249	7	,	,	PUNCT
economy-7632	249	8	the	the	DET
economy-7632	249	9	study	study	NOUN
economy-7632	249	10	concludes	conclude	VERB
economy-7632	249	11	that	that	SCONJ
economy-7632	249	12	although	although	SCONJ
economy-7632	249	13	a	a	DET
economy-7632	249	14	slow	slow	ADJ
economy-7632	249	15	but	but	CCONJ
economy-7632	249	16	steady	steady	ADJ
economy-7632	249	17	decline	decline	NOUN
economy-7632	249	18	in	in	ADP
economy-7632	249	19	the	the	DET
economy-7632	249	20	unemployment	unemployment	NOUN
economy-7632	249	21	rate	rate	NOUN
economy-7632	249	22	is	be	AUX
economy-7632	249	23	expected	expect	VERB
economy-7632	249	24	over	over	ADP
economy-7632	249	25	the	the	DET
economy-7632	249	26	next	next	ADJ
economy-7632	249	27	5	5	NUM
economy-7632	249	28	years	year	NOUN
economy-7632	249	29	,	,	PUNCT
economy-7632	249	30	the	the	DET
economy-7632	249	31	probability	probability	NOUN
economy-7632	249	32	of	of	ADP
economy-7632	249	33	kenya	kenya	NOUN
economy-7632	249	34	switching	switch	VERB
economy-7632	249	35	to	to	PART
economy-7632	249	36	trend	trend	NOUN
economy-7632	249	37	unemployment	unemployment	NOUN
economy-7632	249	38	in	in	ADP
economy-7632	249	39	the	the	DET
economy-7632	249	40	next	next	ADJ
economy-7632	249	41	5	5	NUM
economy-7632	249	42	years	year	NOUN
economy-7632	249	43	is	be	AUX
economy-7632	249	44	increasing	increase	VERB
economy-7632	249	45	.	.	PUNCT
economy-7632	250	1	this	this	PRON
economy-7632	250	2	calls	call	VERB
economy-7632	250	3	for	for	ADP
economy-7632	250	4	long	long	ADJ
economy-7632	250	5	-	-	PUNCT
economy-7632	250	6	term	term	NOUN
economy-7632	250	7	policies	policy	NOUN
economy-7632	250	8	that	that	PRON
economy-7632	250	9	will	will	AUX
economy-7632	250	10	ensure	ensure	VERB
economy-7632	250	11	the	the	DET
economy-7632	250	12	decline	decline	NOUN
economy-7632	250	13	in	in	ADP
economy-7632	250	14	unemployment	unemployment	NOUN
economy-7632	250	15	is	be	AUX
economy-7632	250	16	sustained	sustain	VERB
economy-7632	250	17	and	and	CCONJ
economy-7632	250	18	inclusive	inclusive	ADJ
economy-7632	250	19	.	.	PUNCT
economy-7632	251	1	7	7	X
economy-7632	251	2	.	.	X
economy-7632	251	3	recommendations	recommendation	NOUN
economy-7632	251	4	the	the	DET
economy-7632	251	5	study	study	NOUN
economy-7632	251	6	examined	examine	VERB
economy-7632	251	7	the	the	DET
economy-7632	251	8	impact	impact	NOUN
economy-7632	251	9	of	of	ADP
economy-7632	251	10	lending	lending	NOUN
economy-7632	251	11	rates	rate	NOUN
economy-7632	251	12	,	,	PUNCT
economy-7632	251	13	development	development	NOUN
economy-7632	251	14	expenditure	expenditure	NOUN
economy-7632	251	15	,	,	PUNCT
economy-7632	251	16	vat	vat	NOUN
economy-7632	251	17	,	,	PUNCT
economy-7632	251	18	and	and	CCONJ
economy-7632	251	19	economic	economic	ADJ
economy-7632	251	20	growth	growth	NOUN
economy-7632	251	21	on	on	ADP
economy-7632	251	22	unemployment	unemployment	NOUN
economy-7632	251	23	in	in	ADP
economy-7632	251	24	kenya	kenya	PROPN
economy-7632	251	25	from	from	ADP
economy-7632	251	26	1991	1991	NUM
economy-7632	251	27	to	to	ADP
economy-7632	251	28	2024	2024	NUM
economy-7632	251	29	.	.	PUNCT
economy-7632	252	1	based	base	VERB
economy-7632	252	2	on	on	ADP
economy-7632	252	3	the	the	DET
economy-7632	252	4	findings	finding	NOUN
economy-7632	252	5	,	,	PUNCT
economy-7632	252	6	the	the	DET
economy-7632	252	7	study	study	NOUN
economy-7632	252	8	proposes	propose	VERB
economy-7632	252	9	several	several	ADJ
economy-7632	252	10	key	key	ADJ
economy-7632	252	11	recommendations	recommendation	NOUN
economy-7632	252	12	.	.	PUNCT
economy-7632	253	1	first	first	ADV
economy-7632	253	2	,	,	PUNCT
economy-7632	253	3	policymakers	policymaker	NOUN
economy-7632	253	4	should	should	AUX
economy-7632	253	5	implement	implement	VERB
economy-7632	253	6	growth	growth	NOUN
economy-7632	253	7	-	-	PUNCT
economy-7632	253	8	led	lead	VERB
economy-7632	253	9	policies	policy	NOUN
economy-7632	253	10	designed	design	VERB
economy-7632	253	11	to	to	PART
economy-7632	253	12	promote	promote	VERB
economy-7632	253	13	sustainable	sustainable	ADJ
economy-7632	253	14	and	and	CCONJ
economy-7632	253	15	inclusive	inclusive	ADJ
economy-7632	253	16	economic	economic	ADJ
economy-7632	253	17	expansion	expansion	NOUN
economy-7632	253	18	,	,	PUNCT
economy-7632	253	19	with	with	ADP
economy-7632	253	20	a	a	DET
economy-7632	253	21	specific	specific	ADJ
economy-7632	253	22	priority	priority	NOUN
economy-7632	253	23	given	give	VERB
economy-7632	253	24	to	to	ADP
economy-7632	253	25	sectors	sector	NOUN
economy-7632	253	26	that	that	PRON
economy-7632	253	27	have	have	VERB
economy-7632	253	28	a	a	DET
economy-7632	253	29	high	high	ADJ
economy-7632	253	30	capacity	capacity	NOUN
economy-7632	253	31	for	for	ADP
economy-7632	253	32	labour	labour	NOUN
economy-7632	253	33	absorption	absorption	NOUN
economy-7632	253	34	.	.	PUNCT
economy-7632	254	1	to	to	PART
economy-7632	254	2	further	far	ADV
economy-7632	254	3	stimulate	stimulate	VERB
economy-7632	254	4	job	job	NOUN
economy-7632	254	5	growth	growth	NOUN
economy-7632	254	6	,	,	PUNCT
economy-7632	254	7	targeted	target	VERB
economy-7632	254	8	vat	vat	NOUN
economy-7632	254	9	reforms	reform	NOUN
economy-7632	254	10	such	such	ADJ
economy-7632	254	11	as	as	ADP
economy-7632	254	12	introducing	introduce	VERB
economy-7632	254	13	exemptions	exemption	NOUN
economy-7632	254	14	or	or	CCONJ
economy-7632	254	15	reducing	reduce	VERB
economy-7632	254	16	rates	rate	NOUN
economy-7632	254	17	during	during	ADP
economy-7632	254	18	periods	period	NOUN
economy-7632	254	19	of	of	ADP
economy-7632	254	20	high	high	ADJ
economy-7632	254	21	unemployment	unemployment	NOUN
economy-7632	254	22	could	could	AUX
economy-7632	254	23	boost	boost	VERB
economy-7632	254	24	consumption	consumption	NOUN
economy-7632	254	25	and	and	CCONJ
economy-7632	254	26	create	create	VERB
economy-7632	254	27	jobs	job	NOUN
economy-7632	254	28	.	.	PUNCT
economy-7632	255	1	furthermore	furthermore	ADV
economy-7632	255	2	,	,	PUNCT
economy-7632	255	3	development	development	NOUN
economy-7632	255	4	funds	fund	NOUN
economy-7632	255	5	must	must	AUX
economy-7632	255	6	be	be	AUX
economy-7632	255	7	strategically	strategically	ADV
economy-7632	255	8	allocated	allocate	VERB
economy-7632	255	9	to	to	ADP
economy-7632	255	10	labour	labour	NOUN
economy-7632	255	11	-	-	PUNCT
economy-7632	255	12	intensive	intensive	ADJ
economy-7632	255	13	sectors	sector	NOUN
economy-7632	255	14	with	with	ADP
economy-7632	255	15	high	high	ADJ
economy-7632	255	16	employment	employment	NOUN
economy-7632	255	17	potential	potential	NOUN
economy-7632	255	18	.	.	PUNCT
economy-7632	256	1	this	this	PRON
economy-7632	256	2	should	should	AUX
economy-7632	256	3	be	be	AUX
economy-7632	256	4	accompanied	accompany	VERB
economy-7632	256	5	by	by	ADP
economy-7632	256	6	robust	robust	ADJ
economy-7632	256	7	frameworks	framework	NOUN
economy-7632	256	8	for	for	ADP
economy-7632	256	9	project	project	NOUN
economy-7632	256	10	monitoring	monitoring	NOUN
economy-7632	256	11	,	,	PUNCT
economy-7632	256	12	assessment	assessment	NOUN
economy-7632	256	13	,	,	PUNCT
economy-7632	256	14	and	and	CCONJ
economy-7632	256	15	transparency	transparency	NOUN
economy-7632	256	16	to	to	PART
economy-7632	256	17	ensure	ensure	VERB
economy-7632	256	18	that	that	SCONJ
economy-7632	256	19	public	public	ADJ
economy-7632	256	20	investment	investment	NOUN
economy-7632	256	21	effectively	effectively	ADV
economy-7632	256	22	translates	translate	VERB
economy-7632	256	23	into	into	ADP
economy-7632	256	24	tangible	tangible	ADJ
economy-7632	256	25	job	job	NOUN
economy-7632	256	26	creation	creation	NOUN
economy-7632	256	27	.	.	PUNCT
economy-7632	257	1	in	in	ADP
economy-7632	257	2	the	the	DET
economy-7632	257	3	financial	financial	ADJ
economy-7632	257	4	sector	sector	NOUN
economy-7632	257	5	,	,	PUNCT
economy-7632	257	6	efforts	effort	NOUN
economy-7632	257	7	should	should	AUX
economy-7632	257	8	focus	focus	VERB
economy-7632	257	9	on	on	ADP
economy-7632	257	10	promoting	promote	VERB
economy-7632	257	11	financial	financial	ADJ
economy-7632	257	12	inclusion	inclusion	NOUN
economy-7632	257	13	and	and	CCONJ
economy-7632	257	14	implementing	implement	VERB
economy-7632	257	15	targeted	target	VERB
economy-7632	257	16	credit	credit	NOUN
economy-7632	257	17	policies	policy	NOUN
economy-7632	257	18	,	,	PUNCT
economy-7632	257	19	such	such	ADJ
economy-7632	257	20	as	as	ADP
economy-7632	257	21	lowering	lower	VERB
economy-7632	257	22	lending	lending	NOUN
economy-7632	257	23	rates	rate	NOUN
economy-7632	257	24	for	for	ADP
economy-7632	257	25	highemployment	highemployment	ADJ
economy-7632	257	26	-	-	PUNCT
economy-7632	257	27	potential	potential	ADJ
economy-7632	257	28	sectors	sector	NOUN
economy-7632	257	29	during	during	ADP
economy-7632	257	30	economic	economic	ADJ
economy-7632	257	31	downturns	downturn	NOUN
economy-7632	257	32	.	.	PUNCT
economy-7632	258	1	the	the	DET
economy-7632	258	2	analysis	analysis	NOUN
economy-7632	258	3	also	also	ADV
economy-7632	258	4	reveals	reveal	VERB
economy-7632	258	5	a	a	DET
economy-7632	258	6	significant	significant	ADJ
economy-7632	258	7	difference	difference	NOUN
economy-7632	258	8	in	in	ADP
economy-7632	258	9	variable	variable	ADJ
economy-7632	258	10	coefficients	coefficient	NOUN
economy-7632	258	11	between	between	ADP
economy-7632	258	12	economic	economic	ADJ
economy-7632	258	13	regimes	regime	NOUN
economy-7632	258	14	,	,	PUNCT
economy-7632	258	15	suggesting	suggest	VERB
economy-7632	258	16	that	that	SCONJ
economy-7632	258	17	policymakers	policymaker	NOUN
economy-7632	258	18	should	should	AUX
economy-7632	258	19	adopt	adopt	VERB
economy-7632	258	20	flexible	flexible	ADJ
economy-7632	258	21	,	,	PUNCT
economy-7632	258	22	regime	regime	NOUN
economy-7632	258	23	-	-	PUNCT
economy-7632	258	24	specific	specific	ADJ
economy-7632	258	25	measures	measure	NOUN
economy-7632	258	26	rather	rather	ADV
economy-7632	258	27	than	than	ADP
economy-7632	258	28	applying	apply	VERB
economy-7632	258	29	uniform	uniform	ADJ
economy-7632	258	30	policies	policy	NOUN
economy-7632	258	31	.	.	PUNCT
economy-7632	259	1	finally	finally	ADV
economy-7632	259	2	,	,	PUNCT
economy-7632	259	3	given	give	VERB
economy-7632	259	4	the	the	DET
economy-7632	259	5	forecast	forecast	NOUN
economy-7632	259	6	of	of	ADP
economy-7632	259	7	only	only	ADV
economy-7632	259	8	a	a	DET
economy-7632	259	9	slow	slow	ADJ
economy-7632	259	10	decline	decline	NOUN
economy-7632	259	11	in	in	ADP
economy-7632	259	12	the	the	DET
economy-7632	259	13	unemployment	unemployment	NOUN
economy-7632	259	14	rate	rate	NOUN
economy-7632	259	15	over	over	ADP
economy-7632	259	16	the	the	DET
economy-7632	259	17	next	next	ADJ
economy-7632	259	18	five	five	NUM
economy-7632	259	19	years	year	NOUN
economy-7632	259	20	,	,	PUNCT
economy-7632	259	21	proactive	proactive	ADJ
economy-7632	259	22	policies	policy	NOUN
economy-7632	259	23	are	be	AUX
economy-7632	259	24	urgently	urgently	ADV
economy-7632	259	25	needed	need	VERB
economy-7632	259	26	to	to	PART
economy-7632	259	27	accelerate	accelerate	VERB
economy-7632	259	28	this	this	DET
economy-7632	259	29	projected	project	VERB
economy-7632	259	30	decrease	decrease	NOUN
economy-7632	259	31	and	and	CCONJ
economy-7632	259	32	achieve	achieve	VERB
economy-7632	259	33	a	a	DET
economy-7632	259	34	more	more	ADV
economy-7632	259	35	rapid	rapid	ADJ
economy-7632	259	36	improvement	improvement	NOUN
economy-7632	259	37	in	in	ADP
economy-7632	259	38	the	the	DET
economy-7632	259	39	labour	labour	NOUN
economy-7632	259	40	market	market	NOUN
economy-7632	259	41	.	.	PUNCT
economy-7632	260	1	in	in	ADP
economy-7632	260	2	light	light	NOUN
economy-7632	260	3	of	of	ADP
economy-7632	260	4	these	these	DET
economy-7632	260	5	findings	finding	NOUN
economy-7632	260	6	,	,	PUNCT
economy-7632	260	7	future	future	ADJ
economy-7632	260	8	studies	study	NOUN
economy-7632	260	9	should	should	AUX
economy-7632	260	10	undertake	undertake	VERB
economy-7632	260	11	a	a	DET
economy-7632	260	12	comparative	comparative	ADJ
economy-7632	260	13	analysis	analysis	NOUN
economy-7632	260	14	of	of	ADP
economy-7632	260	15	the	the	DET
economy-7632	260	16	effects	effect	NOUN
economy-7632	260	17	of	of	ADP
economy-7632	260	18	these	these	DET
economy-7632	260	19	macroeconomic	macroeconomic	ADJ
economy-7632	260	20	variables	variable	NOUN
economy-7632	260	21	on	on	ADP
economy-7632	260	22	unemployment	unemployment	NOUN
economy-7632	260	23	,	,	PUNCT
economy-7632	260	24	consider	consider	VERB
economy-7632	260	25	how	how	SCONJ
economy-7632	260	26	other	other	ADJ
economy-7632	260	27	types	type	NOUN
economy-7632	260	28	of	of	ADP
economy-7632	260	29	taxes	taxis	NOUN
economy-7632	260	30	(	(	PUNCT
economy-7632	260	31	corporate	corporate	ADJ
economy-7632	260	32	tax	tax	NOUN
economy-7632	260	33	and	and	CCONJ
economy-7632	260	34	pay	pay	NOUN
economy-7632	260	35	as	as	SCONJ
economy-7632	260	36	you	you	PRON
economy-7632	260	37	earn	earn	VERB
economy-7632	260	38	)	)	PUNCT
economy-7632	260	39	affect	affect	VERB
economy-7632	260	40	unemployment	unemployment	NOUN
economy-7632	260	41	,	,	PUNCT
economy-7632	260	42	and	and	CCONJ
economy-7632	260	43	examine	examine	VERB
economy-7632	260	44	how	how	SCONJ
economy-7632	260	45	interest	interest	NOUN
economy-7632	260	46	rates	rate	NOUN
economy-7632	260	47	(	(	PUNCT
economy-7632	260	48	commercial	commercial	ADJ
economy-7632	260	49	bank	bank	NOUN
economy-7632	260	50	rates	rate	NOUN
economy-7632	260	51	such	such	ADJ
economy-7632	260	52	as	as	ADP
economy-7632	260	53	savings	saving	NOUN
economy-7632	260	54	and	and	CCONJ
economy-7632	260	55	deposit	deposit	NOUN
economy-7632	260	56	rates	rate	NOUN
economy-7632	260	57	,	,	PUNCT
economy-7632	260	58	and	and	CCONJ
economy-7632	260	59	overdraft	overdraft	NOUN
economy-7632	260	60	and	and	CCONJ
economy-7632	260	61	central	central	ADJ
economy-7632	260	62	bank	bank	NOUN
economy-7632	260	63	rates	rate	NOUN
economy-7632	260	64	such	such	ADJ
economy-7632	260	65	as	as	ADP
economy-7632	260	66	treasury	treasury	PROPN
economy-7632	260	67	bill	bill	NOUN
economy-7632	260	68	rates	rate	NOUN
economy-7632	260	69	,	,	PUNCT
economy-7632	260	70	central	central	ADJ
economy-7632	260	71	bank	bank	NOUN
economy-7632	260	72	rate	rate	NOUN
economy-7632	260	73	(	(	PUNCT
economy-7632	260	74	cbr	cbr	NOUN
economy-7632	260	75	)	)	PUNCT
economy-7632	260	76	,	,	PUNCT
economy-7632	260	77	repo	repo	ADP
economy-7632	260	78	rates	rate	NOUN
economy-7632	260	79	,	,	PUNCT
economy-7632	260	80	and	and	CCONJ
economy-7632	260	81	interbank	interbank	NOUN
economy-7632	260	82	rates	rate	NOUN
economy-7632	260	83	)	)	PUNCT
economy-7632	260	84	influence	influence	NOUN
economy-7632	260	85	unemployment	unemployment	NOUN
economy-7632	260	86	.	.	PUNCT
economy-7632	261	1	references	reference	NOUN
economy-7632	261	2	abdisalan	abdisalan	PROPN
economy-7632	261	3	,	,	PUNCT
economy-7632	261	4	m.	m.	NOUN
economy-7632	261	5	a.	a.	NOUN
economy-7632	261	6	(	(	PUNCT
economy-7632	261	7	2024	2024	NUM
economy-7632	261	8	)	)	PUNCT
economy-7632	261	9	.	.	PUNCT
economy-7632	262	1	economic	economic	ADJ
economy-7632	262	2	growth	growth	NOUN
economy-7632	262	3	and	and	CCONJ
economy-7632	262	4	unemployment	unemployment	NOUN
economy-7632	262	5	nexus	nexus	NOUN
economy-7632	262	6	:	:	PUNCT
economy-7632	262	7	empirical	empirical	ADJ
economy-7632	262	8	test	test	NOUN
economy-7632	262	9	of	of	ADP
economy-7632	262	10	okun	okun	PROPN
economy-7632	262	11	’s	’s	PART
economy-7632	262	12	law	law	NOUN
economy-7632	262	13	in	in	ADP
economy-7632	262	14	somalia	somalia	PROPN
economy-7632	262	15	.	.	PUNCT
economy-7632	263	1	journal	journal	PROPN
economy-7632	263	2	of	of	ADP
economy-7632	263	3	economic	economic	ADJ
economy-7632	263	4	structures	structure	NOUN
economy-7632	263	5	,	,	PUNCT
economy-7632	263	6	13(1	13(1	NUM
economy-7632	263	7	)	)	PUNCT
economy-7632	263	8	,	,	PUNCT
economy-7632	263	9	16	16	NUM
economy-7632	263	10	.	.	PUNCT
economy-7632	264	1	https://doi.org/10.1186/s40008-024-00337-y	https://doi.org/10.1186/s40008-024-00337-y	PROPN
economy-7632	264	2	abdullahi	abdullahi	PROPN
economy-7632	264	3	,	,	PUNCT
economy-7632	264	4	m.	m.	NOUN
economy-7632	264	5	,	,	PUNCT
economy-7632	264	6	&	&	CCONJ
economy-7632	264	7	haruna	haruna	PROPN
economy-7632	264	8	,	,	PUNCT
economy-7632	264	9	a.	a.	PROPN
economy-7632	264	10	i.	i.	PROPN
economy-7632	264	11	(	(	PUNCT
economy-7632	264	12	2021	2021	NUM
economy-7632	264	13	)	)	PUNCT
economy-7632	264	14	.	.	PUNCT
economy-7632	265	1	impact	impact	NOUN
economy-7632	265	2	of	of	ADP
economy-7632	265	3	fiscal	fiscal	ADJ
economy-7632	265	4	policy	policy	NOUN
economy-7632	265	5	instruments	instrument	NOUN
economy-7632	265	6	on	on	ADP
economy-7632	265	7	unemployment	unemployment	NOUN
economy-7632	265	8	reduction	reduction	NOUN
economy-7632	265	9	in	in	ADP
economy-7632	265	10	nigeria	nigeria	PROPN
economy-7632	265	11	.	.	PUNCT
economy-7632	266	1	gusau	gusau	PROPN
economy-7632	266	2	journal	journal	PROPN
economy-7632	266	3	of	of	ADP
economy-7632	266	4	economics	economic	NOUN
economy-7632	266	5	and	and	CCONJ
economy-7632	266	6	development	development	NOUN
economy-7632	266	7	studies	study	NOUN
economy-7632	266	8	,	,	PUNCT
economy-7632	266	9	1(1	1(1	NUM
economy-7632	266	10	)	)	PUNCT
economy-7632	266	11	,	,	PUNCT
economy-7632	266	12	259–270	259–270	NUM
economy-7632	266	13	.	.	PUNCT
economy-7632	267	1	https://doi.org/10.57233/gujeds.v1i1.41	https://doi.org/10.57233/gujeds.v1i1.41	PROPN
economy-7632	267	2	aboelsoud	aboelsoud	PROPN
economy-7632	267	3	,	,	PUNCT
economy-7632	267	4	m.	m.	PROPN
economy-7632	267	5	e.	e.	PROPN
economy-7632	267	6	,	,	PUNCT
economy-7632	267	7	alqudah	alqudah	PROPN
economy-7632	267	8	,	,	PUNCT
economy-7632	267	9	a.	a.	PROPN
economy-7632	267	10	,	,	PUNCT
economy-7632	267	11	&	&	CCONJ
economy-7632	267	12	paparas	paparas	PROPN
economy-7632	267	13	,	,	PUNCT
economy-7632	267	14	d.	d.	PROPN
economy-7632	267	15	(	(	PUNCT
economy-7632	267	16	2021	2021	NUM
economy-7632	267	17	)	)	PUNCT
economy-7632	267	18	.	.	PUNCT
economy-7632	268	1	effectiveness	effectiveness	NOUN
economy-7632	268	2	of	of	ADP
economy-7632	268	3	interest	interest	NOUN
economy-7632	268	4	rate	rate	NOUN
economy-7632	268	5	policy	policy	NOUN
economy-7632	268	6	on	on	ADP
economy-7632	268	7	the	the	DET
economy-7632	268	8	management	management	NOUN
economy-7632	268	9	of	of	ADP
economy-7632	268	10	macroeconomic	macroeconomic	ADJ
economy-7632	268	11	stability	stability	NOUN
economy-7632	268	12	:	:	PUNCT
economy-7632	268	13	evidence	evidence	NOUN
economy-7632	268	14	from	from	ADP
economy-7632	268	15	the	the	DET
economy-7632	268	16	united	united	ADJ
economy-7632	268	17	kingdom	kingdom	PROPN
economy-7632	268	18	.	.	PUNCT
economy-7632	269	1	journal	journal	PROPN
economy-7632	269	2	of	of	ADP
economy-7632	269	3	organisational	organisational	ADJ
economy-7632	269	4	studies	study	NOUN
economy-7632	269	5	and	and	CCONJ
economy-7632	269	6	innovation	innovation	NOUN
economy-7632	269	7	,	,	PUNCT
economy-7632	269	8	7(4	7(4	NUM
economy-7632	269	9	)	)	PUNCT
economy-7632	269	10	,	,	PUNCT
economy-7632	269	11	35	35	NUM
economy-7632	269	12	-	-	SYM
economy-7632	269	13	50	50	NUM
economy-7632	269	14	.	.	PUNCT
economy-7632	270	1	anichebe	anichebe	PROPN
economy-7632	270	2	,	,	PUNCT
economy-7632	270	3	a.	a.	PROPN
economy-7632	270	4	s.	s.	PROPN
economy-7632	270	5	(	(	PUNCT
economy-7632	270	6	2019	2019	NUM
economy-7632	270	7	)	)	PUNCT
economy-7632	270	8	.	.	PUNCT
economy-7632	271	1	effect	effect	NOUN
economy-7632	271	2	of	of	ADP
economy-7632	271	3	tax	tax	NOUN
economy-7632	271	4	policy	policy	NOUN
economy-7632	271	5	on	on	ADP
economy-7632	271	6	unemployment	unemployment	NOUN
economy-7632	271	7	in	in	ADP
economy-7632	271	8	nigeria	nigeria	PROPN
economy-7632	271	9	.	.	PUNCT
economy-7632	272	1	research	research	NOUN
economy-7632	272	2	journal	journal	PROPN
economy-7632	272	3	of	of	ADP
economy-7632	272	4	finance	finance	NOUN
economy-7632	272	5	and	and	CCONJ
economy-7632	272	6	accounting	accounting	NOUN
economy-7632	272	7	,	,	PUNCT
economy-7632	272	8	10(12	10(12	NUM
economy-7632	272	9	)	)	PUNCT
economy-7632	272	10	,	,	PUNCT
economy-7632	272	11	103–111	103–111	NUM
economy-7632	272	12	.	.	PUNCT
economy-7632	273	1	https://doi.org/10.7176/rjfa/10-12-13	https://doi.org/10.7176/rjfa/10-12-13	NOUN
economy-7632	273	2	chenini	chenini	NOUN
economy-7632	273	3	,	,	PUNCT
economy-7632	273	4	m.	m.	NOUN
economy-7632	273	5	,	,	PUNCT
economy-7632	273	6	ayad	ayad	PROPN
economy-7632	273	7	,	,	PUNCT
economy-7632	273	8	h.	h.	PROPN
economy-7632	273	9	,	,	PUNCT
economy-7632	273	10	attouchi	attouchi	PROPN
economy-7632	273	11	,	,	PUNCT
economy-7632	273	12	m.	m.	NOUN
economy-7632	273	13	,	,	PUNCT
economy-7632	273	14	&	&	CCONJ
economy-7632	273	15	dahmani	dahmani	PROPN
economy-7632	273	16	,	,	PUNCT
economy-7632	273	17	m.	m.	PROPN
economy-7632	273	18	d.	d.	PROPN
economy-7632	273	19	(	(	PUNCT
economy-7632	273	20	2023	2023	NUM
economy-7632	273	21	)	)	PUNCT
economy-7632	273	22	.	.	PUNCT
economy-7632	274	1	testing	test	VERB
economy-7632	274	2	the	the	DET
economy-7632	274	3	validity	validity	NOUN
economy-7632	274	4	of	of	ADP
economy-7632	274	5	okun	okun	PROPN
economy-7632	274	6	’s	’s	PART
economy-7632	274	7	law	law	NOUN
economy-7632	274	8	in	in	ADP
economy-7632	274	9	algeria	algeria	PROPN
economy-7632	274	10	:	:	PUNCT
economy-7632	274	11	is	be	AUX
economy-7632	274	12	there	there	PRON
economy-7632	274	13	a	a	DET
economy-7632	274	14	difference	difference	NOUN
economy-7632	274	15	between	between	ADP
economy-7632	274	16	maki	maki	NOUN
economy-7632	274	17	’s	’s	PART
economy-7632	274	18	cointegration	cointegration	NOUN
economy-7632	274	19	and	and	CCONJ
economy-7632	274	20	quantile	quantile	NOUN
economy-7632	274	21	’s	’s	PART
economy-7632	274	22	regression	regression	NOUN
economy-7632	274	23	results	result	NOUN
economy-7632	274	24	?	?	PUNCT
economy-7632	275	1	folia	folia	PROPN
economy-7632	275	2	oeconomica	oeconomica	PROPN
economy-7632	275	3	stetinensia	stetinensia	PROPN
economy-7632	275	4	,	,	PUNCT
economy-7632	275	5	23(1	23(1	NUM
economy-7632	275	6	)	)	PUNCT
economy-7632	275	7	,	,	PUNCT
economy-7632	275	8	42	42	NUM
economy-7632	275	9	-	-	SYM
economy-7632	275	10	63	63	NUM
economy-7632	275	11	.	.	PUNCT
economy-7632	276	1	https://doi.org/10.2478/foli2023-0003	https://doi.org/10.2478/foli2023-0003	NOUN
economy-7632	276	2	chinonye	chinonye	PROPN
economy-7632	276	3	,	,	PUNCT
economy-7632	276	4	o.	o.	PROPN
economy-7632	276	5	e.	e.	PROPN
economy-7632	276	6	(	(	PUNCT
economy-7632	276	7	2021	2021	NUM
economy-7632	276	8	)	)	PUNCT
economy-7632	276	9	.	.	PUNCT
economy-7632	277	1	the	the	DET
economy-7632	277	2	impact	impact	NOUN
economy-7632	277	3	of	of	ADP
economy-7632	277	4	fiscal	fiscal	ADJ
economy-7632	277	5	and	and	CCONJ
economy-7632	277	6	monetary	monetary	ADJ
economy-7632	277	7	policy	policy	NOUN
economy-7632	277	8	on	on	ADP
economy-7632	277	9	unemployment	unemployment	NOUN
economy-7632	277	10	rate	rate	NOUN
economy-7632	277	11	in	in	ADP
economy-7632	277	12	nigeria	nigeria	PROPN
economy-7632	277	13	.	.	PUNCT
economy-7632	278	1	economic	economic	ADJ
economy-7632	278	2	research	research	PROPN
economy-7632	278	3	&	&	CCONJ
economy-7632	278	4	reviews	review	NOUN
economy-7632	278	5	,	,	PUNCT
economy-7632	278	6	2(3	2(3	NUM
economy-7632	278	7	)	)	PUNCT
economy-7632	278	8	,	,	PUNCT
economy-7632	278	9	226235	226235	NUM
economy-7632	278	10	.	.	PUNCT
economy-7632	279	1	enueshike	enueshike	NOUN
economy-7632	279	2	,	,	PUNCT
economy-7632	279	3	p.	p.	PROPN
economy-7632	279	4	,	,	PUNCT
economy-7632	279	5	dele	dele	PROPN
economy-7632	279	6	,	,	PUNCT
economy-7632	279	7	o.	o.	PROPN
economy-7632	279	8	,	,	PUNCT
economy-7632	279	9	&	&	CCONJ
economy-7632	279	10	nwala	nwala	PROPN
economy-7632	279	11	,	,	PUNCT
economy-7632	279	12	m.	m.	NOUN
economy-7632	279	13	n.	n.	PROPN
economy-7632	279	14	(	(	PUNCT
economy-7632	279	15	2021	2021	NUM
economy-7632	279	16	)	)	PUNCT
economy-7632	279	17	.	.	PUNCT
economy-7632	280	1	effect	effect	NOUN
economy-7632	280	2	of	of	ADP
economy-7632	280	3	tax	tax	NOUN
economy-7632	280	4	revenue	revenue	NOUN
economy-7632	280	5	on	on	ADP
economy-7632	280	6	unemployment	unemployment	NOUN
economy-7632	280	7	rate	rate	NOUN
economy-7632	280	8	in	in	ADP
economy-7632	280	9	nigeria	nigeria	PROPN
economy-7632	280	10	.	.	PUNCT
economy-7632	281	1	nigeria	nigeria	PROPN
economy-7632	281	2	:	:	PUNCT
economy-7632	282	1	nasarawa	nasarawa	PROPN
economy-7632	282	2	state	state	PROPN
economy-7632	282	3	university	university	PROPN
economy-7632	282	4	keffi	keffi	PROPN
economy-7632	282	5	.	.	PUNCT
economy-7632	283	1	enyoghasim	enyoghasim	PROPN
economy-7632	283	2	,	,	PUNCT
economy-7632	283	3	m.	m.	NOUN
economy-7632	283	4	o.	o.	PROPN
economy-7632	283	5	,	,	PUNCT
economy-7632	283	6	&	&	CCONJ
economy-7632	283	7	hycenth	hycenth	ADJ
economy-7632	283	8	,	,	PUNCT
economy-7632	283	9	o.	o.	NOUN
economy-7632	283	10	(	(	PUNCT
economy-7632	283	11	2022	2022	NUM
economy-7632	283	12	)	)	PUNCT
economy-7632	283	13	.	.	PUNCT
economy-7632	284	1	the	the	DET
economy-7632	284	2	impact	impact	NOUN
economy-7632	284	3	of	of	ADP
economy-7632	284	4	fiscal	fiscal	ADJ
economy-7632	284	5	policy	policy	NOUN
economy-7632	284	6	on	on	ADP
economy-7632	284	7	unemployment	unemployment	NOUN
economy-7632	284	8	in	in	ADP
economy-7632	284	9	nigeria	nigeria	PROPN
economy-7632	284	10	.	.	PUNCT
economy-7632	285	1	saudi	saudi	ADJ
economy-7632	285	2	journal	journal	PROPN
economy-7632	285	3	of	of	ADP
economy-7632	285	4	economics	economic	NOUN
economy-7632	285	5	and	and	CCONJ
economy-7632	285	6	finance	finance	NOUN
economy-7632	285	7	,	,	PUNCT
economy-7632	285	8	6(8	6(8	NUM
economy-7632	285	9	)	)	PUNCT
economy-7632	285	10	,	,	PUNCT
economy-7632	285	11	272	272	NUM
economy-7632	285	12	-	-	SYM
economy-7632	285	13	280	280	NUM
economy-7632	285	14	.	.	PUNCT
economy-7632	286	1	hamilton	hamilton	PROPN
economy-7632	286	2	,	,	PUNCT
economy-7632	286	3	j.	j.	PROPN
economy-7632	286	4	d.	d.	PROPN
economy-7632	286	5	(	(	PUNCT
economy-7632	286	6	1989	1989	NUM
economy-7632	286	7	)	)	PUNCT
economy-7632	286	8	.	.	PUNCT
economy-7632	287	1	a	a	DET
economy-7632	287	2	new	new	ADJ
economy-7632	287	3	approach	approach	NOUN
economy-7632	287	4	to	to	ADP
economy-7632	287	5	the	the	DET
economy-7632	287	6	economic	economic	ADJ
economy-7632	287	7	analysis	analysis	NOUN
economy-7632	287	8	of	of	ADP
economy-7632	287	9	nonstationary	nonstationary	ADJ
economy-7632	287	10	time	time	NOUN
economy-7632	287	11	series	series	NOUN
economy-7632	287	12	and	and	CCONJ
economy-7632	287	13	the	the	DET
economy-7632	287	14	business	business	NOUN
economy-7632	287	15	cycle	cycle	NOUN
economy-7632	287	16	.	.	PUNCT
economy-7632	288	1	econometrica	econometrica	PROPN
economy-7632	288	2	,	,	PUNCT
economy-7632	288	3	57(2	57(2	NUM
economy-7632	288	4	)	)	PUNCT
economy-7632	288	5	,	,	PUNCT
economy-7632	288	6	357384	357384	NUM
economy-7632	288	7	.	.	PUNCT
economy-7632	289	1	https://doi.org/10.2307/1912559	https://doi.org/10.2307/1912559	PROPN
economy-7632	289	2	hammad	hammad	PROPN
economy-7632	289	3	,	,	PUNCT
economy-7632	289	4	a.	a.	PROPN
economy-7632	289	5	y.	y.	PROPN
economy-7632	289	6	,	,	PUNCT
economy-7632	289	7	hodges	hodges	PROPN
economy-7632	289	8	,	,	PUNCT
economy-7632	289	9	j.	j.	PROPN
economy-7632	289	10	c.	c.	PROPN
economy-7632	289	11	,	,	PUNCT
economy-7632	289	12	almasri	almasri	PROPN
economy-7632	289	13	,	,	PUNCT
economy-7632	289	14	s.	s.	PROPN
economy-7632	289	15	,	,	PUNCT
economy-7632	289	16	paniccia	paniccia	PROPN
economy-7632	289	17	,	,	PUNCT
economy-7632	289	18	a.	a.	PROPN
economy-7632	289	19	,	,	PUNCT
economy-7632	289	20	lee	lee	PROPN
economy-7632	289	21	,	,	PUNCT
economy-7632	289	22	k.	k.	PROPN
economy-7632	289	23	k.	k.	PROPN
economy-7632	289	24	,	,	PUNCT
economy-7632	289	25	bahary	bahary	PROPN
economy-7632	289	26	,	,	PUNCT
economy-7632	289	27	n.	n.	NOUN
economy-7632	289	28	,	,	PUNCT
economy-7632	289	29	.	.	PUNCT
economy-7632	289	30	.	.	PUNCT
economy-7632	289	31	.	.	PUNCT
economy-7632	290	1	evans	evans	PROPN
economy-7632	290	2	,	,	PUNCT
economy-7632	290	3	d.	d.	PROPN
economy-7632	290	4	b.	b.	PROPN
economy-7632	290	5	(	(	PUNCT
economy-7632	290	6	2023	2023	NUM
economy-7632	290	7	)	)	PUNCT
economy-7632	290	8	.	.	PUNCT
economy-7632	291	1	evaluation	evaluation	NOUN
economy-7632	291	2	of	of	ADP
economy-7632	291	3	adjuvant	adjuvant	ADJ
economy-7632	291	4	chemotherapy	chemotherapy	NOUN
economy-7632	291	5	survival	survival	NOUN
economy-7632	291	6	outcomes	outcome	NOUN
economy-7632	291	7	among	among	ADP
economy-7632	291	8	patients	patient	NOUN
economy-7632	291	9	with	with	ADP
economy-7632	291	10	surgically	surgically	ADV
economy-7632	291	11	resected	resect	VERB
economy-7632	291	12	pancreatic	pancreatic	ADJ
economy-7632	291	13	carcinoma	carcinoma	NOUN
economy-7632	291	14	with	with	ADP
economy-7632	291	15	node	node	NOUN
economy-7632	291	16	-	-	PUNCT
economy-7632	291	17	negative	negative	ADJ
economy-7632	291	18	disease	disease	NOUN
economy-7632	291	19	after	after	ADP
economy-7632	291	20	neoadjuvant	neoadjuvant	ADJ
economy-7632	291	21	therapy	therapy	NOUN
economy-7632	291	22	.	.	PUNCT
economy-7632	292	1	jama	jama	PROPN
economy-7632	292	2	surgery	surgery	NOUN
economy-7632	292	3	,	,	PUNCT
economy-7632	292	4	158(1	158(1	NUM
economy-7632	292	5	)	)	PUNCT
economy-7632	292	6	,	,	PUNCT
economy-7632	292	7	55	55	NUM
economy-7632	292	8	-	-	SYM
economy-7632	292	9	62	62	NUM
economy-7632	292	10	.	.	PUNCT
economy-7632	293	1	https://doi.org/10.1001/jamasurg.2022.5696	https://doi.org/10.1001/jamasurg.2022.5696	NOUN
economy-7632	293	2	hjazeen	hjazeen	PROPN
economy-7632	293	3	,	,	PUNCT
economy-7632	293	4	h.	h.	PROPN
economy-7632	293	5	,	,	PUNCT
economy-7632	293	6	seraj	seraj	ADJ
economy-7632	293	7	,	,	PUNCT
economy-7632	293	8	m.	m.	NOUN
economy-7632	293	9	,	,	PUNCT
economy-7632	293	10	&	&	CCONJ
economy-7632	293	11	ozdeser	ozdeser	PROPN
economy-7632	293	12	,	,	PUNCT
economy-7632	293	13	h.	h.	PROPN
economy-7632	293	14	(	(	PUNCT
economy-7632	293	15	2021	2021	NUM
economy-7632	293	16	)	)	PUNCT
economy-7632	293	17	.	.	PUNCT
economy-7632	294	1	the	the	DET
economy-7632	294	2	nexus	nexus	NOUN
economy-7632	294	3	between	between	ADP
economy-7632	294	4	the	the	DET
economy-7632	294	5	economic	economic	ADJ
economy-7632	294	6	growth	growth	NOUN
economy-7632	294	7	and	and	CCONJ
economy-7632	294	8	unemployment	unemployment	NOUN
economy-7632	294	9	in	in	ADP
economy-7632	294	10	jordan	jordan	PROPN
economy-7632	294	11	.	.	PUNCT
economy-7632	295	1	future	future	ADJ
economy-7632	295	2	business	business	NOUN
economy-7632	295	3	journal	journal	NOUN
economy-7632	295	4	,	,	PUNCT
economy-7632	295	5	7(1	7(1	NUM
economy-7632	295	6	)	)	PUNCT
economy-7632	295	7	,	,	PUNCT
economy-7632	295	8	42	42	NUM
economy-7632	295	9	.	.	PUNCT
economy-7632	296	1	https://doi.org/10.1186/s43093-021-00088-3	https://doi.org/10.1186/s43093-021-00088-3	PROPN
economy-7632	296	2	ibrahim	ibrahim	PROPN
economy-7632	296	3	,	,	PUNCT
economy-7632	296	4	a.	a.	NOUN
economy-7632	296	5	(	(	PUNCT
economy-7632	296	6	2023	2023	NUM
economy-7632	296	7	)	)	PUNCT
economy-7632	296	8	.	.	PUNCT
economy-7632	297	1	analysing	analyse	VERB
economy-7632	297	2	the	the	DET
economy-7632	297	3	impact	impact	NOUN
economy-7632	297	4	of	of	ADP
economy-7632	297	5	fiscal	fiscal	ADJ
economy-7632	297	6	policy	policy	NOUN
economy-7632	297	7	on	on	ADP
economy-7632	297	8	unemployment	unemployment	NOUN
economy-7632	297	9	in	in	ADP
economy-7632	297	10	nigeria	nigeria	PROPN
economy-7632	297	11	.	.	PUNCT
economy-7632	298	1	oradea	oradea	PROPN
economy-7632	298	2	journal	journal	PROPN
economy-7632	298	3	of	of	ADP
economy-7632	298	4	business	business	NOUN
economy-7632	298	5	and	and	CCONJ
economy-7632	298	6	economics	economic	NOUN
economy-7632	298	7	,	,	PUNCT
economy-7632	298	8	8(2	8(2	NUM
economy-7632	298	9	)	)	PUNCT
economy-7632	298	10	,	,	PUNCT
economy-7632	298	11	61	61	NUM
economy-7632	298	12	-	-	SYM
economy-7632	298	13	72	72	NUM
economy-7632	298	14	.	.	PUNCT
economy-7632	299	1	kadenge	kadenge	NOUN
economy-7632	299	2	,	,	PUNCT
economy-7632	299	3	j.	j.	PROPN
economy-7632	299	4	m.	m.	PROPN
economy-7632	299	5	(	(	PUNCT
economy-7632	299	6	2021	2021	NUM
economy-7632	299	7	)	)	PUNCT
economy-7632	299	8	.	.	PUNCT
economy-7632	300	1	effect	effect	NOUN
economy-7632	300	2	of	of	ADP
economy-7632	300	3	taxation	taxation	NOUN
economy-7632	300	4	on	on	ADP
economy-7632	300	5	economic	economic	ADJ
economy-7632	300	6	performance	performance	NOUN
economy-7632	300	7	:	:	PUNCT
economy-7632	300	8	a	a	DET
economy-7632	300	9	case	case	NOUN
economy-7632	300	10	of	of	ADP
economy-7632	300	11	kenya	kenya	PROPN
economy-7632	300	12	.	.	PUNCT
economy-7632	301	1	master	master	PROPN
economy-7632	301	2	’s	’s	PART
economy-7632	301	3	thesis	thesis	NOUN
economy-7632	301	4	,	,	PUNCT
economy-7632	301	5	indiana	indiana	PROPN
economy-7632	301	6	university	university	PROPN
economy-7632	301	7	,	,	PUNCT
economy-7632	301	8	bloomington	bloomington	PROPN
economy-7632	301	9	.	.	PUNCT
economy-7632	302	1	karingi	karingi	PROPN
economy-7632	302	2	,	,	PUNCT
economy-7632	302	3	s.	s.	PROPN
economy-7632	302	4	,	,	PUNCT
economy-7632	302	5	&	&	CCONJ
economy-7632	302	6	wanjala	wanjala	PROPN
economy-7632	302	7	,	,	PUNCT
economy-7632	302	8	b.	b.	PROPN
economy-7632	302	9	(	(	PUNCT
economy-7632	302	10	2005	2005	NUM
economy-7632	302	11	)	)	PUNCT
economy-7632	302	12	.	.	PUNCT
economy-7632	303	1	the	the	DET
economy-7632	303	2	tax	tax	NOUN
economy-7632	303	3	reform	reform	NOUN
economy-7632	303	4	experience	experience	NOUN
economy-7632	303	5	of	of	ADP
economy-7632	303	6	kenya	kenya	PROPN
economy-7632	303	7	.	.	PUNCT
economy-7632	304	1	unu	unu	PROPN
economy-7632	304	2	-	-	PUNCT
economy-7632	304	3	wider	wide	ADJ
economy-7632	304	4	research	research	NOUN
economy-7632	304	5	paper	paper	NOUN
economy-7632	304	6	no	no	INTJ
economy-7632	304	7	.	.	PUNCT
economy-7632	305	1	2005/67	2005/67	NUM
economy-7632	305	2	,	,	PUNCT
economy-7632	305	3	december	december	PROPN
economy-7632	305	4	2005	2005	NUM
economy-7632	305	5	,	,	PUNCT
economy-7632	305	6	helsinki	helsinki	PROPN
economy-7632	305	7	:	:	PUNCT
economy-7632	305	8	united	united	PROPN
economy-7632	305	9	nations	nations	PROPN
economy-7632	305	10	university	university	PROPN
economy-7632	305	11	–	–	PUNCT
economy-7632	305	12	world	world	NOUN
economy-7632	305	13	institute	institute	NOUN
economy-7632	305	14	for	for	ADP
economy-7632	305	15	development	development	NOUN
economy-7632	305	16	economics	economic	NOUN
economy-7632	305	17	research	research	NOUN
economy-7632	305	18	.	.	PUNCT
economy-7632	306	1	katumo	katumo	PROPN
economy-7632	306	2	,	,	PUNCT
economy-7632	306	3	m.	m.	NOUN
economy-7632	306	4	d.	d.	PROPN
economy-7632	306	5	,	,	PUNCT
economy-7632	306	6	&	&	CCONJ
economy-7632	306	7	maingi	maingi	PROPN
economy-7632	306	8	,	,	PUNCT
economy-7632	306	9	j.	j.	PROPN
economy-7632	306	10	(	(	PUNCT
economy-7632	306	11	2020	2020	NUM
economy-7632	306	12	)	)	PUNCT
economy-7632	306	13	.	.	PUNCT
economy-7632	307	1	relationship	relationship	NOUN
economy-7632	307	2	between	between	ADP
economy-7632	307	3	youth	youth	NOUN
economy-7632	307	4	unemployment	unemployment	NOUN
economy-7632	307	5	and	and	CCONJ
economy-7632	307	6	economic	economic	ADJ
economy-7632	307	7	growth	growth	NOUN
economy-7632	307	8	in	in	ADP
economy-7632	307	9	kenya	kenya	PROPN
economy-7632	307	10	.	.	PUNCT
economy-7632	308	1	advances	advance	NOUN
economy-7632	308	2	in	in	ADP
economy-7632	308	3	economics	economic	NOUN
economy-7632	308	4	and	and	CCONJ
economy-7632	308	5	business	business	NOUN
economy-7632	308	6	,	,	PUNCT
economy-7632	308	7	8(5	8(5	NUM
economy-7632	308	8	)	)	PUNCT
economy-7632	308	9	,	,	PUNCT
economy-7632	308	10	255	255	NUM
economy-7632	308	11	-	-	SYM
economy-7632	308	12	267	267	NUM
economy-7632	308	13	.	.	PUNCT
economy-7632	308	14	https://doi.org/10.13189/aeb.2020.080501	https://doi.org/10.13189/aeb.2020.080501	NOUN
economy-7632	308	15	kinuthia	kinuthia	NOUN
economy-7632	308	16	,	,	PUNCT
economy-7632	308	17	s.	s.	PROPN
economy-7632	308	18	(	(	PUNCT
economy-7632	308	19	2022	2022	NUM
economy-7632	308	20	)	)	PUNCT
economy-7632	308	21	.	.	PUNCT
economy-7632	309	1	effects	effect	NOUN
economy-7632	309	2	of	of	ADP
economy-7632	309	3	the	the	DET
economy-7632	309	4	central	central	ADJ
economy-7632	309	5	bank	bank	PROPN
economy-7632	309	6	of	of	ADP
economy-7632	309	7	kenya	kenya	PROPN
economy-7632	309	8	’s	’s	PART
economy-7632	309	9	discount	discount	NOUN
economy-7632	309	10	rate	rate	NOUN
economy-7632	309	11	on	on	ADP
economy-7632	309	12	aggregate	aggregate	ADJ
economy-7632	309	13	agricultural	agricultural	ADJ
economy-7632	309	14	lending	lending	NOUN
economy-7632	309	15	by	by	ADP
economy-7632	309	16	financial	financial	ADJ
economy-7632	309	17	institutions	institution	NOUN
economy-7632	309	18	in	in	ADP
economy-7632	309	19	kenya	kenya	PROPN
economy-7632	309	20	.	.	PUNCT
economy-7632	310	1	doctoral	doctoral	ADJ
economy-7632	310	2	dissertation	dissertation	NOUN
economy-7632	310	3	,	,	PUNCT
economy-7632	310	4	strathmore	strathmore	PROPN
economy-7632	310	5	university	university	PROPN
economy-7632	310	6	.	.	PUNCT
economy-7632	311	1	leasiwal	leasiwal	PROPN
economy-7632	311	2	,	,	PUNCT
economy-7632	311	3	t.	t.	PROPN
economy-7632	311	4	c.	c.	PROPN
economy-7632	311	5	,	,	PUNCT
economy-7632	311	6	oppier	oppier	NOUN
economy-7632	311	7	,	,	PUNCT
economy-7632	311	8	h.	h.	PROPN
economy-7632	311	9	,	,	PUNCT
economy-7632	311	10	tutupoho	tutupoho	PROPN
economy-7632	311	11	,	,	PUNCT
economy-7632	311	12	a.	a.	PROPN
economy-7632	311	13	,	,	PUNCT
economy-7632	311	14	&	&	CCONJ
economy-7632	311	15	palloma	palloma	PROPN
economy-7632	311	16	,	,	PUNCT
economy-7632	311	17	a.	a.	NOUN
economy-7632	311	18	(	(	PUNCT
economy-7632	311	19	2022	2022	NUM
economy-7632	311	20	)	)	PUNCT
economy-7632	311	21	.	.	PUNCT
economy-7632	312	1	examining	examine	VERB
economy-7632	312	2	the	the	DET
economy-7632	312	3	effects	effect	NOUN
economy-7632	312	4	of	of	ADP
economy-7632	312	5	economic	economic	ADJ
economy-7632	312	6	growth	growth	NOUN
economy-7632	312	7	on	on	ADP
economy-7632	312	8	unemployment	unemployment	NOUN
economy-7632	312	9	in	in	ADP
economy-7632	312	10	indonesia	indonesia	PROPN
economy-7632	312	11	.	.	PROPN
economy-7632	313	1	journal	journal	PROPN
economy-7632	313	2	of	of	ADP
economy-7632	313	3	social	social	ADJ
economy-7632	313	4	science	science	NOUN
economy-7632	313	5	,	,	PUNCT
economy-7632	313	6	3(5	3(5	NUM
economy-7632	313	7	)	)	PUNCT
economy-7632	313	8	,	,	PUNCT
economy-7632	313	9	972	972	NUM
economy-7632	313	10	-	-	SYM
economy-7632	313	11	985	985	NUM
economy-7632	313	12	.	.	PUNCT
economy-7632	314	1	https://doi.org/10.46799/jss.v3i5.389	https://doi.org/10.46799/jss.v3i5.389	PROPN
economy-7632	314	2	https://doi.org/10.1186/s40008-024-00337-y	https://doi.org/10.1186/s40008-024-00337-y	PROPN
economy-7632	314	3	https://doi.org/10.57233/gujeds.v1i1.41	https://doi.org/10.57233/gujeds.v1i1.41	PROPN
economy-7632	315	1	https://doi.org/10.7176/rjfa/10-12-13	https://doi.org/10.7176/rjfa/10-12-13	PROPN
economy-7632	315	2	https://doi.org/10.2478/foli-2023-0003	https://doi.org/10.2478/foli-2023-0003	PROPN
economy-7632	315	3	https://doi.org/10.2478/foli-2023-0003	https://doi.org/10.2478/foli-2023-0003	PROPN
economy-7632	315	4	https://doi.org/10.2307/1912559	https://doi.org/10.2307/1912559	X
economy-7632	315	5	https://doi.org/10.1001/jamasurg.2022.5696	https://doi.org/10.1001/jamasurg.2022.5696	PROPN
economy-7632	315	6	https://doi.org/10.1186/s43093-021-00088-3	https://doi.org/10.1186/s43093-021-00088-3	NUM
economy-7632	315	7	https://doi.org/10.13189/aeb.2020.080501	https://doi.org/10.13189/aeb.2020.080501	ADJ
economy-7632	315	8	https://doi.org/10.46799/jss.v3i5.389	https://doi.org/10.46799/jss.v3i5.389	NOUN
economy-7632	315	9	economy	economy	NOUN
economy-7632	315	10	,	,	PUNCT
economy-7632	315	11	2025	2025	NUM
economy-7632	315	12	,	,	PUNCT
economy-7632	315	13	12(2	12(2	NUM
economy-7632	315	14	):	):	PUNCT
economy-7632	315	15	146	146	NUM
economy-7632	315	16	-	-	SYM
economy-7632	315	17	155	155	NUM
economy-7632	315	18	155	155	NUM
economy-7632	315	19	©	©	ADP
economy-7632	315	20	2025	2025	NUM
economy-7632	315	21	by	by	ADP
economy-7632	315	22	the	the	DET
economy-7632	315	23	authors	author	NOUN
economy-7632	315	24	;	;	PUNCT
economy-7632	315	25	licensee	licensee	PROPN
economy-7632	315	26	asian	asian	ADJ
economy-7632	315	27	online	online	PROPN
economy-7632	315	28	journal	journal	PROPN
economy-7632	315	29	publishing	publishing	PROPN
economy-7632	315	30	group	group	PROPN
economy-7632	315	31	lestari	lestari	PROPN
economy-7632	315	32	,	,	PUNCT
economy-7632	315	33	r.	r.	PROPN
economy-7632	315	34	(	(	PUNCT
economy-7632	315	35	2023	2023	NUM
economy-7632	315	36	)	)	PUNCT
economy-7632	315	37	.	.	PUNCT
economy-7632	316	1	the	the	DET
economy-7632	316	2	effect	effect	NOUN
economy-7632	316	3	of	of	ADP
economy-7632	316	4	economic	economic	ADJ
economy-7632	316	5	growth	growth	NOUN
economy-7632	316	6	and	and	CCONJ
economy-7632	316	7	labor	labor	NOUN
economy-7632	316	8	force	force	NOUN
economy-7632	316	9	on	on	ADP
economy-7632	316	10	unemployment	unemployment	NOUN
economy-7632	316	11	.	.	PUNCT
economy-7632	317	1	jurnal	jurnal	PROPN
economy-7632	317	2	inovasi	inovasi	PROPN
economy-7632	317	3	ekonomi	ekonomi	PROPN
economy-7632	317	4	,	,	PUNCT
economy-7632	317	5	8(02	8(02	NOUN
economy-7632	317	6	)	)	PUNCT
economy-7632	317	7	,	,	PUNCT
economy-7632	317	8	85	85	NUM
economy-7632	317	9	-	-	SYM
economy-7632	317	10	92	92	NUM
economy-7632	317	11	.	.	PUNCT
economy-7632	318	1	https://doi.org/10.22219/jiko.v8i02.19854	https://doi.org/10.22219/jiko.v8i02.19854	PROPN
economy-7632	318	2	lloyd	lloyd	PROPN
economy-7632	318	3	,	,	PUNCT
economy-7632	318	4	l.	l.	PROPN
economy-7632	318	5	(	(	PUNCT
economy-7632	318	6	2024	2024	NUM
economy-7632	318	7	)	)	PUNCT
economy-7632	318	8	.	.	PUNCT
economy-7632	319	1	the	the	DET
economy-7632	319	2	impact	impact	NOUN
economy-7632	319	3	of	of	ADP
economy-7632	319	4	gdp	gdp	NOUN
economy-7632	319	5	,	,	PUNCT
economy-7632	319	6	inflation	inflation	NOUN
economy-7632	319	7	,	,	PUNCT
economy-7632	319	8	lending	lending	NOUN
economy-7632	319	9	rate	rate	NOUN
economy-7632	319	10	,	,	PUNCT
economy-7632	319	11	and	and	CCONJ
economy-7632	319	12	policy	policy	NOUN
economy-7632	319	13	rate	rate	NOUN
economy-7632	319	14	on	on	ADP
economy-7632	319	15	unemployment	unemployment	NOUN
economy-7632	319	16	rate	rate	NOUN
economy-7632	319	17	in	in	ADP
economy-7632	319	18	ghana	ghana	PROPN
economy-7632	319	19	.	.	PUNCT
economy-7632	320	1	advances	advance	NOUN
economy-7632	320	2	in	in	ADP
economy-7632	320	3	economics	economic	NOUN
economy-7632	320	4	and	and	CCONJ
economy-7632	320	5	business	business	NOUN
economy-7632	320	6	,	,	PUNCT
economy-7632	320	7	8(5	8(5	NUM
economy-7632	320	8	)	)	PUNCT
economy-7632	320	9	,	,	PUNCT
economy-7632	320	10	255–267	255–267	NUM
economy-7632	320	11	.	.	PUNCT
economy-7632	320	12	mahadika	mahadika	PROPN
economy-7632	320	13	,	,	PUNCT
economy-7632	320	14	h.	h.	PROPN
economy-7632	320	15	,	,	PUNCT
economy-7632	320	16	&	&	CCONJ
economy-7632	320	17	wibowo	wibowo	PROPN
economy-7632	320	18	,	,	PUNCT
economy-7632	320	19	w.	w.	PROPN
economy-7632	320	20	(	(	PUNCT
economy-7632	320	21	2021).the	2021).the	DET
economy-7632	320	22	effect	effect	NOUN
economy-7632	320	23	of	of	ADP
economy-7632	320	24	monetary	monetary	ADJ
economy-7632	320	25	policy	policy	NOUN
economy-7632	320	26	on	on	ADP
economy-7632	320	27	the	the	DET
economy-7632	320	28	unemployment	unemployment	NOUN
economy-7632	320	29	rate	rate	NOUN
economy-7632	320	30	in	in	ADP
economy-7632	320	31	indonesia	indonesia	PROPN
economy-7632	320	32	.	.	PUNCT
economy-7632	321	1	jurnal	jurnal	PROPN
economy-7632	321	2	ilmu	ilmu	PROPN
economy-7632	321	3	ekonomi	ekonomi	PROPN
economy-7632	321	4	terapan	terapan	PROPN
economy-7632	321	5	,	,	PUNCT
economy-7632	321	6	6(1	6(1	NUM
economy-7632	321	7	)	)	PUNCT
economy-7632	321	8	,	,	PUNCT
economy-7632	321	9	1	1	NUM
economy-7632	321	10	-	-	SYM
economy-7632	321	11	14	14	NUM
economy-7632	321	12	.	.	PUNCT
economy-7632	322	1	https://doi.org/10.20473/jiet.v6i1.27100	https://doi.org/10.20473/jiet.v6i1.27100	PROPN
economy-7632	322	2	maijama’a	maijama’a	PROPN
economy-7632	322	3	,	,	PUNCT
economy-7632	322	4	r.	r.	PROPN
economy-7632	322	5	,	,	PUNCT
economy-7632	322	6	&	&	CCONJ
economy-7632	322	7	musa	musa	PROPN
economy-7632	322	8	,	,	PUNCT
economy-7632	322	9	k.	k.	PROPN
economy-7632	322	10	s.	s.	PROPN
economy-7632	322	11	(	(	PUNCT
economy-7632	322	12	2021	2021	NUM
economy-7632	322	13	)	)	PUNCT
economy-7632	322	14	.	.	PUNCT
economy-7632	323	1	crude	crude	ADJ
economy-7632	323	2	oil	oil	NOUN
economy-7632	323	3	price	price	NOUN
economy-7632	323	4	,	,	PUNCT
economy-7632	323	5	interest	interest	NOUN
economy-7632	323	6	rate	rate	NOUN
economy-7632	323	7	and	and	CCONJ
economy-7632	323	8	unemployment	unemployment	NOUN
economy-7632	323	9	nexus	nexus	NOUN
economy-7632	323	10	in	in	ADP
economy-7632	323	11	nigeria	nigeria	PROPN
economy-7632	323	12	:	:	PUNCT
economy-7632	323	13	an	an	DET
economy-7632	323	14	application	application	NOUN
economy-7632	323	15	of	of	ADP
economy-7632	323	16	toda	toda	PROPN
economy-7632	323	17	and	and	CCONJ
economy-7632	323	18	yamamoto	yamamoto	PROPN
economy-7632	323	19	long	long	ADJ
economy-7632	323	20	-	-	PUNCT
economy-7632	323	21	run	run	NOUN
economy-7632	323	22	causality	causality	NOUN
economy-7632	323	23	procedure	procedure	NOUN
economy-7632	323	24	.	.	PUNCT
economy-7632	324	1	marketing	marketing	NOUN
economy-7632	324	2	and	and	CCONJ
economy-7632	324	3	branding	branding	NOUN
economy-7632	324	4	research	research	NOUN
economy-7632	324	5	,	,	PUNCT
economy-7632	324	6	8(1	8(1	NOUN
economy-7632	324	7	)	)	PUNCT
economy-7632	324	8	,	,	PUNCT
economy-7632	324	9	1	1	NUM
economy-7632	324	10	-	-	SYM
economy-7632	324	11	16	16	NUM
economy-7632	324	12	.	.	PUNCT
economy-7632	325	1	mungai	mungai	PROPN
economy-7632	325	2	,	,	PUNCT
economy-7632	325	3	g.	g.	PROPN
economy-7632	325	4	j.	j.	PROPN
economy-7632	325	5	,	,	PUNCT
economy-7632	325	6	&	&	CCONJ
economy-7632	325	7	korir	korir	PROPN
economy-7632	325	8	,	,	PUNCT
economy-7632	325	9	k.	k.	PROPN
economy-7632	325	10	j.	j.	PROPN
economy-7632	325	11	(	(	PUNCT
economy-7632	325	12	2020	2020	NUM
economy-7632	325	13	)	)	PUNCT
economy-7632	325	14	.	.	PUNCT
economy-7632	326	1	effect	effect	NOUN
economy-7632	326	2	of	of	ADP
economy-7632	326	3	fiscal	fiscal	ADJ
economy-7632	326	4	policy	policy	NOUN
economy-7632	326	5	on	on	ADP
economy-7632	326	6	unemployment	unemployment	NOUN
economy-7632	326	7	in	in	ADP
economy-7632	326	8	kenya	kenya	PROPN
economy-7632	326	9	.	.	PUNCT
economy-7632	327	1	iosr	iosr	PROPN
economy-7632	327	2	journal	journal	PROPN
economy-7632	327	3	of	of	ADP
economy-7632	327	4	economics	economic	NOUN
economy-7632	327	5	and	and	CCONJ
economy-7632	327	6	finance	finance	NOUN
economy-7632	327	7	,	,	PUNCT
economy-7632	327	8	11(1	11(1	NUM
economy-7632	327	9	)	)	PUNCT
economy-7632	327	10	,	,	PUNCT
economy-7632	327	11	19	19	NUM
economy-7632	327	12	-	-	SYM
economy-7632	327	13	31	31	NUM
economy-7632	327	14	.	.	PUNCT
economy-7632	328	1	musiita	musiita	PROPN
economy-7632	328	2	,	,	PUNCT
economy-7632	328	3	b.	b.	PROPN
economy-7632	328	4	,	,	PUNCT
economy-7632	328	5	kijjambu	kijjambu	PROPN
economy-7632	328	6	,	,	PUNCT
economy-7632	328	7	f.	f.	PROPN
economy-7632	328	8	n.	n.	PROPN
economy-7632	328	9	,	,	PUNCT
economy-7632	328	10	&	&	CCONJ
economy-7632	328	11	katarangi	katarangi	PROPN
economy-7632	328	12	,	,	PUNCT
economy-7632	328	13	a.	a.	PROPN
economy-7632	328	14	k.	k.	PROPN
economy-7632	328	15	(	(	PUNCT
economy-7632	328	16	2024	2024	NUM
economy-7632	328	17	)	)	PUNCT
economy-7632	328	18	.	.	PUNCT
economy-7632	329	1	factor	factor	NOUN
economy-7632	329	2	input	input	NOUN
economy-7632	329	3	prices	price	NOUN
economy-7632	329	4	and	and	CCONJ
economy-7632	329	5	unemployment	unemployment	NOUN
economy-7632	329	6	in	in	ADP
economy-7632	329	7	uganda	uganda	PROPN
economy-7632	329	8	.	.	PUNCT
economy-7632	330	1	journal	journal	PROPN
economy-7632	330	2	of	of	ADP
economy-7632	330	3	economics	economic	NOUN
economy-7632	330	4	and	and	CCONJ
economy-7632	330	5	behavioral	behavioral	ADJ
economy-7632	330	6	studies	study	NOUN
economy-7632	330	7	,	,	PUNCT
economy-7632	330	8	16(1(j	16(1(j	NUM
economy-7632	330	9	)	)	PUNCT
economy-7632	330	10	)	)	PUNCT
economy-7632	330	11	,	,	PUNCT
economy-7632	330	12	52	52	NUM
economy-7632	330	13	-	-	SYM
economy-7632	330	14	66	66	NUM
economy-7632	330	15	.	.	PUNCT
economy-7632	331	1	https://doi.org/10.22610/jebs.v16i1(j).3711	https://doi.org/10.22610/jebs.v16i1(j).3711	NOUN
economy-7632	331	2	olabiyi	olabiyi	VERB
economy-7632	331	3	,	,	PUNCT
economy-7632	331	4	k.	k.	PROPN
economy-7632	331	5	a.	a.	PROPN
economy-7632	331	6	,	,	PUNCT
economy-7632	331	7	etong	etong	ADJ
economy-7632	331	8	,	,	PUNCT
economy-7632	331	9	t.	t.	PROPN
economy-7632	331	10	d.	d.	PROPN
economy-7632	331	11	,	,	PUNCT
economy-7632	331	12	olaniyan	olaniyan	PROPN
economy-7632	331	13	,	,	PUNCT
economy-7632	331	14	s.	s.	PROPN
economy-7632	331	15	o.	o.	PROPN
economy-7632	331	16	,	,	PUNCT
economy-7632	331	17	&	&	CCONJ
economy-7632	331	18	akinrinde	akinrinde	PROPN
economy-7632	331	19	,	,	PUNCT
economy-7632	331	20	o.	o.	NOUN
economy-7632	331	21	o.	o.	PROPN
economy-7632	331	22	(	(	PUNCT
economy-7632	331	23	2024	2024	NUM
economy-7632	331	24	)	)	PUNCT
economy-7632	331	25	.	.	PUNCT
economy-7632	332	1	the	the	DET
economy-7632	332	2	impact	impact	NOUN
economy-7632	332	3	of	of	ADP
economy-7632	332	4	value	value	NOUN
economy-7632	332	5	-	-	PUNCT
economy-7632	332	6	added	add	VERB
economy-7632	332	7	tax	tax	NOUN
economy-7632	332	8	on	on	ADP
economy-7632	332	9	unemployment	unemployment	NOUN
economy-7632	332	10	in	in	ADP
economy-7632	332	11	nigeria	nigeria	PROPN
economy-7632	332	12	.	.	PUNCT
economy-7632	333	1	acta	acta	PROPN
economy-7632	333	2	politica	politica	PROPN
economy-7632	333	3	polonica	polonica	PROPN
economy-7632	333	4	,	,	PUNCT
economy-7632	333	5	57	57	NUM
economy-7632	333	6	,	,	PUNCT
economy-7632	333	7	143	143	NUM
economy-7632	333	8	-	-	SYM
economy-7632	333	9	159	159	NUM
economy-7632	333	10	.	.	PUNCT
economy-7632	334	1	https://doi.org/10.18276/ap.2024.57-09	https://doi.org/10.18276/ap.2024.57-09	NOUN
economy-7632	334	2	omondi	omondi	PROPN
economy-7632	334	3	,	,	PUNCT
economy-7632	334	4	f.	f.	PROPN
economy-7632	334	5	(	(	PUNCT
economy-7632	334	6	2020	2020	NUM
economy-7632	334	7	)	)	PUNCT
economy-7632	334	8	.	.	PUNCT
economy-7632	335	1	effects	effect	NOUN
economy-7632	335	2	of	of	ADP
economy-7632	335	3	value	value	NOUN
economy-7632	335	4	added	add	VERB
economy-7632	335	5	tax	tax	NOUN
economy-7632	335	6	reforms	reform	NOUN
economy-7632	335	7	on	on	ADP
economy-7632	335	8	household	household	NOUN
economy-7632	335	9	welfare	welfare	NOUN
economy-7632	335	10	and	and	CCONJ
economy-7632	335	11	collection	collection	NOUN
economy-7632	335	12	efficiency	efficiency	NOUN
economy-7632	335	13	and	and	CCONJ
economy-7632	335	14	the	the	DET
economy-7632	335	15	determinants	determinant	NOUN
economy-7632	335	16	of	of	ADP
economy-7632	335	17	its	its	PRON
economy-7632	335	18	compliance	compliance	NOUN
economy-7632	335	19	gap	gap	NOUN
economy-7632	335	20	in	in	ADP
economy-7632	335	21	kenya	kenya	PROPN
economy-7632	335	22	.	.	PUNCT
economy-7632	336	1	doctoral	doctoral	ADJ
economy-7632	336	2	thesis	thesis	NOUN
economy-7632	336	3	,	,	PUNCT
economy-7632	336	4	kenyatta	kenyatta	PROPN
economy-7632	336	5	university	university	PROPN
economy-7632	336	6	.	.	PUNCT
economy-7632	337	1	kenyatta	kenyatta	PROPN
economy-7632	337	2	university	university	PROPN
economy-7632	337	3	institutional	institutional	ADJ
economy-7632	337	4	repository	repository	NOUN
economy-7632	337	5	.	.	PUNCT
economy-7632	338	1	omondi	omondi	PROPN
economy-7632	338	2	,	,	PUNCT
economy-7632	338	3	j.	j.	PROPN
economy-7632	338	4	(	(	PUNCT
economy-7632	338	5	2013	2013	NUM
economy-7632	338	6	)	)	PUNCT
economy-7632	338	7	.	.	PUNCT
economy-7632	339	1	employment	employment	NOUN
economy-7632	339	2	challenges	challenge	NOUN
economy-7632	339	3	in	in	ADP
economy-7632	339	4	kenya	kenya	PROPN
economy-7632	339	5	.	.	PUNCT
economy-7632	340	1	nairobi	nairobi	PROPN
economy-7632	340	2	,	,	PUNCT
economy-7632	340	3	kenya	kenya	PROPN
economy-7632	340	4	:	:	PUNCT
economy-7632	340	5	government	government	NOUN
economy-7632	340	6	of	of	ADP
economy-7632	340	7	kenya	kenya	PROPN
economy-7632	340	8	.	.	PUNCT
economy-7632	341	1	peter	peter	PROPN
economy-7632	341	2	,	,	PUNCT
economy-7632	341	3	e.	e.	PROPN
economy-7632	341	4	,	,	PUNCT
economy-7632	341	5	olaolu	olaolu	PROPN
economy-7632	341	6	,	,	PUNCT
economy-7632	341	7	d.	d.	PROPN
economy-7632	341	8	,	,	PUNCT
economy-7632	341	9	&	&	CCONJ
economy-7632	341	10	nneka	nneka	PROPN
economy-7632	341	11	,	,	PUNCT
economy-7632	341	12	p.	p.	PROPN
economy-7632	341	13	n.	n.	PROPN
economy-7632	341	14	m.	m.	NOUN
economy-7632	341	15	(	(	PUNCT
economy-7632	341	16	2021	2021	NUM
economy-7632	341	17	)	)	PUNCT
economy-7632	341	18	.	.	PUNCT
economy-7632	342	1	effect	effect	NOUN
economy-7632	342	2	of	of	ADP
economy-7632	342	3	tax	tax	NOUN
economy-7632	342	4	revenue	revenue	NOUN
economy-7632	342	5	on	on	ADP
economy-7632	342	6	unemployment	unemployment	NOUN
economy-7632	342	7	rate	rate	NOUN
economy-7632	342	8	in	in	ADP
economy-7632	342	9	nigeria	nigeria	PROPN
economy-7632	342	10	.	.	PUNCT
economy-7632	343	1	european	european	PROPN
economy-7632	343	2	journal	journal	PROPN
economy-7632	343	3	of	of	ADP
economy-7632	343	4	business	business	NOUN
economy-7632	343	5	and	and	CCONJ
economy-7632	343	6	management	management	NOUN
economy-7632	343	7	,	,	PUNCT
economy-7632	343	8	13(21	13(21	NUM
economy-7632	343	9	)	)	PUNCT
economy-7632	343	10	,	,	PUNCT
economy-7632	343	11	54	54	NUM
economy-7632	343	12	-	-	SYM
economy-7632	343	13	41	41	NUM
economy-7632	343	14	.	.	PUNCT
economy-7632	344	1	https://doi.org/10.7176/ejbm/13-12-04	https://doi.org/10.7176/ejbm/13-12-04	X
economy-7632	344	2	saraireh	saraireh	NOUN
economy-7632	344	3	,	,	PUNCT
economy-7632	344	4	s.	s.	PROPN
economy-7632	344	5	(	(	PUNCT
economy-7632	344	6	2020	2020	NUM
economy-7632	344	7	)	)	PUNCT
economy-7632	344	8	.	.	PUNCT
economy-7632	345	1	the	the	DET
economy-7632	345	2	impact	impact	NOUN
economy-7632	345	3	of	of	ADP
economy-7632	345	4	government	government	NOUN
economy-7632	345	5	expenditures	expenditure	NOUN
economy-7632	345	6	on	on	ADP
economy-7632	345	7	unemployment	unemployment	NOUN
economy-7632	345	8	:	:	PUNCT
economy-7632	345	9	a	a	DET
economy-7632	345	10	case	case	NOUN
economy-7632	345	11	study	study	NOUN
economy-7632	345	12	of	of	ADP
economy-7632	345	13	jordan	jordan	PROPN
economy-7632	345	14	.	.	PUNCT
economy-7632	346	1	asian	asian	PROPN
economy-7632	346	2	journal	journal	PROPN
economy-7632	346	3	of	of	ADP
economy-7632	346	4	economic	economic	ADJ
economy-7632	346	5	modelling	modelling	NOUN
economy-7632	346	6	,	,	PUNCT
economy-7632	346	7	8(3	8(3	NUM
economy-7632	346	8	)	)	PUNCT
economy-7632	346	9	,	,	PUNCT
economy-7632	346	10	189	189	NUM
economy-7632	346	11	-	-	SYM
economy-7632	346	12	203	203	NUM
economy-7632	346	13	.	.	PUNCT
economy-7632	347	1	https://doi.org/10.18488/journal.8.2020.83.189.203	https://doi.org/10.18488/journal.8.2020.83.189.203	NOUN
economy-7632	347	2	sodergren	sodergren	PROPN
economy-7632	347	3	,	,	PUNCT
economy-7632	347	4	c.	c.	PROPN
economy-7632	347	5	d.	d.	PROPN
economy-7632	347	6	c.	c.	PROPN
economy-7632	347	7	,	,	PUNCT
economy-7632	347	8	kettler	kettler	PROPN
economy-7632	347	9	,	,	PUNCT
economy-7632	347	10	t.	t.	PROPN
economy-7632	347	11	,	,	PUNCT
economy-7632	347	12	sulak	sulak	NOUN
economy-7632	347	13	,	,	PUNCT
economy-7632	347	14	t.	t.	PROPN
economy-7632	347	15	n.	n.	PROPN
economy-7632	347	16	,	,	PUNCT
economy-7632	347	17	&	&	CCONJ
economy-7632	347	18	payne	payne	PROPN
economy-7632	347	19	,	,	PUNCT
economy-7632	347	20	a.	a.	NOUN
economy-7632	347	21	m.	m.	NOUN
economy-7632	347	22	(	(	PUNCT
economy-7632	347	23	2023	2023	NUM
economy-7632	347	24	)	)	PUNCT
economy-7632	347	25	.	.	PUNCT
economy-7632	348	1	teacher	teacher	NOUN
economy-7632	348	2	self	self	NOUN
economy-7632	348	3	-	-	PUNCT
economy-7632	348	4	efficacy	efficacy	NOUN
economy-7632	348	5	,	,	PUNCT
economy-7632	348	6	innovativeness	innovativeness	NOUN
economy-7632	348	7	,	,	PUNCT
economy-7632	348	8	and	and	CCONJ
economy-7632	348	9	preparation	preparation	NOUN
economy-7632	348	10	to	to	PART
economy-7632	348	11	teach	teach	VERB
economy-7632	348	12	crosscurriculum	crosscurriculum	NOUN
economy-7632	348	13	skills	skill	NOUN
economy-7632	348	14	.	.	PUNCT
economy-7632	349	1	international	international	ADJ
economy-7632	349	2	journal	journal	PROPN
economy-7632	349	3	of	of	ADP
economy-7632	349	4	contemporary	contemporary	PROPN
economy-7632	349	5	educational	educational	ADJ
economy-7632	349	6	research	research	NOUN
economy-7632	349	7	,	,	PUNCT
economy-7632	349	8	10(1	10(1	NUM
economy-7632	349	9	)	)	PUNCT
economy-7632	349	10	,	,	PUNCT
economy-7632	349	11	197–209	197–209	NUM
economy-7632	349	12	.	.	PUNCT
economy-7632	350	1	sotonye	sotonye	PROPN
economy-7632	350	2	,	,	PUNCT
economy-7632	350	3	u.	u.	PROPN
economy-7632	350	4	,	,	PUNCT
economy-7632	350	5	zeb	zeb	NOUN
economy-7632	350	6	-	-	PUNCT
economy-7632	350	7	obipi	obipi	ADJ
economy-7632	350	8	,	,	PUNCT
economy-7632	350	9	i.	i.	NOUN
economy-7632	350	10	,	,	PUNCT
economy-7632	350	11	&	&	CCONJ
economy-7632	350	12	konya	konya	PROPN
economy-7632	350	13	,	,	PUNCT
economy-7632	350	14	k.	k.	PROPN
economy-7632	350	15	t.	t.	PROPN
economy-7632	350	16	(	(	PUNCT
economy-7632	350	17	2021	2021	NUM
economy-7632	350	18	)	)	PUNCT
economy-7632	350	19	.	.	PUNCT
economy-7632	351	1	work	work	NOUN
economy-7632	351	2	socialization	socialization	NOUN
economy-7632	351	3	and	and	CCONJ
economy-7632	351	4	workplace	workplace	NOUN
economy-7632	351	5	conflict	conflict	NOUN
economy-7632	351	6	in	in	ADP
economy-7632	351	7	major	major	ADJ
economy-7632	351	8	oil	oil	NOUN
economy-7632	351	9	companies	company	NOUN
economy-7632	351	10	in	in	ADP
economy-7632	351	11	nigeria	nigeria	PROPN
economy-7632	351	12	.	.	PUNCT
economy-7632	352	1	asian	asian	ADJ
economy-7632	352	2	journal	journal	PROPN
economy-7632	352	3	of	of	ADP
economy-7632	352	4	economics	economic	NOUN
economy-7632	352	5	,	,	PUNCT
economy-7632	352	6	business	business	NOUN
economy-7632	352	7	and	and	CCONJ
economy-7632	352	8	accounting	accounting	NOUN
economy-7632	352	9	,	,	PUNCT
economy-7632	352	10	21(5	21(5	NUM
economy-7632	352	11	)	)	PUNCT
economy-7632	352	12	,	,	PUNCT
economy-7632	352	13	47	47	NUM
economy-7632	352	14	-	-	SYM
economy-7632	352	15	57	57	NUM
economy-7632	352	16	.	.	PUNCT
economy-7632	353	1	tembo	tembo	PROPN
economy-7632	353	2	,	,	PUNCT
economy-7632	353	3	l.	l.	PROPN
economy-7632	353	4	(	(	PUNCT
economy-7632	353	5	2023	2023	NUM
economy-7632	353	6	)	)	PUNCT
economy-7632	353	7	.	.	PUNCT
economy-7632	354	1	how	how	SCONJ
economy-7632	354	2	economic	economic	ADJ
economy-7632	354	3	growth	growth	NOUN
economy-7632	354	4	affects	affect	VERB
economy-7632	354	5	unemployment	unemployment	NOUN
economy-7632	354	6	in	in	ADP
economy-7632	354	7	zambia	zambia	PROPN
economy-7632	354	8	.	.	PUNCT
economy-7632	355	1	international	international	ADJ
economy-7632	355	2	journal	journal	PROPN
economy-7632	355	3	for	for	ADP
economy-7632	355	4	multidisciplinary	multidisciplinary	ADJ
economy-7632	355	5	research	research	NOUN
economy-7632	355	6	,	,	PUNCT
economy-7632	355	7	5(2	5(2	NUM
economy-7632	355	8	)	)	PUNCT
economy-7632	355	9	,	,	PUNCT
economy-7632	356	1	255–266	255–266	NUM
economy-7632	356	2	.	.	PUNCT
economy-7632	357	1	united	united	PROPN
economy-7632	357	2	nations	nations	PROPN
economy-7632	357	3	.	.	PUNCT
economy-7632	358	1	(	(	PUNCT
economy-7632	358	2	2022	2022	NUM
economy-7632	358	3	)	)	PUNCT
economy-7632	358	4	.	.	PUNCT
economy-7632	359	1	sdg	sdg	PROPN
economy-7632	359	2	progress	progress	PROPN
economy-7632	359	3	chart	chart	VERB
economy-7632	359	4	technical	technical	ADJ
economy-7632	359	5	note	note	NOUN
economy-7632	359	6	.	.	PUNCT
economy-7632	360	1	in	in	ADP
economy-7632	360	2	(	(	PUNCT
economy-7632	360	3	pp	pp	ADJ
economy-7632	360	4	.	.	PUNCT
economy-7632	360	5	5–6	5–6	NUM
economy-7632	360	6	)	)	PUNCT
economy-7632	360	7	.	.	PUNCT
economy-7632	361	1	united	united	PROPN
economy-7632	361	2	states	states	PROPN
economy-7632	361	3	:	:	PUNCT
economy-7632	361	4	united	united	PROPN
economy-7632	361	5	nations	nations	PROPN
economy-7632	361	6	department	department	PROPN
economy-7632	361	7	of	of	ADP
economy-7632	361	8	economic	economic	ADJ
economy-7632	361	9	and	and	CCONJ
economy-7632	361	10	social	social	ADJ
economy-7632	361	11	affairs	affair	NOUN
economy-7632	361	12	usha	usha	PROPN
economy-7632	361	13	,	,	PUNCT
economy-7632	361	14	c.	c.	PROPN
economy-7632	361	15	d.	d.	PROPN
economy-7632	361	16	(	(	PUNCT
economy-7632	361	17	2020	2020	NUM
economy-7632	361	18	)	)	PUNCT
economy-7632	361	19	.	.	PUNCT
economy-7632	362	1	effect	effect	NOUN
economy-7632	362	2	of	of	ADP
economy-7632	362	3	economic	economic	ADJ
economy-7632	362	4	growth	growth	NOUN
economy-7632	362	5	on	on	ADP
economy-7632	362	6	unemployment	unemployment	NOUN
economy-7632	362	7	and	and	CCONJ
economy-7632	362	8	validity	validity	NOUN
economy-7632	362	9	of	of	ADP
economy-7632	362	10	okun	okun	PROPN
economy-7632	362	11	’s	’s	PART
economy-7632	362	12	law	law	NOUN
economy-7632	362	13	in	in	ADP
economy-7632	362	14	mauritius	mauritius	PROPN
economy-7632	362	15	.	.	PUNCT
economy-7632	363	1	global	global	ADJ
economy-7632	363	2	journal	journal	PROPN
economy-7632	363	3	of	of	ADP
economy-7632	363	4	emerging	emerge	VERB
economy-7632	363	5	market	market	NOUN
economy-7632	363	6	economies	economy	NOUN
economy-7632	363	7	,	,	PUNCT
economy-7632	363	8	12(2	12(2	NUM
economy-7632	363	9	)	)	PUNCT
economy-7632	363	10	,	,	PUNCT
economy-7632	363	11	231	231	NUM
economy-7632	363	12	-	-	SYM
economy-7632	363	13	250	250	NUM
economy-7632	363	14	.	.	PUNCT
economy-7632	364	1	https://doi.org/10.1177/0974910119886934	https://doi.org/10.1177/0974910119886934	NOUN
economy-7632	364	2	wandile	wandile	ADJ
economy-7632	364	3	,	,	PUNCT
economy-7632	364	4	v.	v.	PROPN
economy-7632	364	5	,	,	PUNCT
economy-7632	364	6	semosa	semosa	PROPN
economy-7632	364	7	,	,	PUNCT
economy-7632	364	8	p.	p.	PROPN
economy-7632	364	9	,	,	PUNCT
economy-7632	364	10	&	&	CCONJ
economy-7632	364	11	ogujiuba	ogujiuba	PROPN
economy-7632	364	12	,	,	PUNCT
economy-7632	364	13	k.	k.	PROPN
economy-7632	364	14	(	(	PUNCT
economy-7632	364	15	2024	2024	NUM
economy-7632	364	16	)	)	PUNCT
economy-7632	364	17	.	.	PUNCT
economy-7632	365	1	effect	effect	NOUN
economy-7632	365	2	of	of	ADP
economy-7632	365	3	socio	socio	NOUN
economy-7632	365	4	-	-	PUNCT
economy-7632	365	5	economic	economic	ADJ
economy-7632	365	6	variables	variable	NOUN
economy-7632	365	7	on	on	ADP
economy-7632	365	8	unemployment	unemployment	NOUN
economy-7632	365	9	in	in	ADP
economy-7632	365	10	south	south	PROPN
economy-7632	365	11	africa	africa	PROPN
economy-7632	365	12	:	:	PUNCT
economy-7632	365	13	a	a	DET
economy-7632	365	14	vector	vector	NOUN
economy-7632	365	15	error	error	NOUN
economy-7632	365	16	correction	correction	NOUN
economy-7632	365	17	model	model	NOUN
economy-7632	365	18	.	.	PUNCT
economy-7632	366	1	journal	journal	PROPN
economy-7632	366	2	of	of	ADP
economy-7632	366	3	infrastructure	infrastructure	NOUN
economy-7632	366	4	,	,	PUNCT
economy-7632	366	5	policy	policy	NOUN
economy-7632	366	6	and	and	CCONJ
economy-7632	366	7	development	development	NOUN
economy-7632	366	8	,	,	PUNCT
economy-7632	366	9	8(8	8(8	NUM
economy-7632	366	10	)	)	PUNCT
economy-7632	366	11	,	,	PUNCT
economy-7632	366	12	5130	5130	NUM
economy-7632	366	13	.	.	PUNCT
economy-7632	367	1	https://doi.org/10.24294/jipd.v8i8.5130	https://doi.org/10.24294/jipd.v8i8.5130	PROPN
economy-7632	367	2	asian	asian	ADJ
economy-7632	367	3	online	online	PROPN
economy-7632	367	4	journal	journal	PROPN
economy-7632	367	5	publishing	publishing	NOUN
economy-7632	367	6	group	group	NOUN
economy-7632	367	7	is	be	AUX
economy-7632	367	8	not	not	PART
economy-7632	367	9	responsible	responsible	ADJ
economy-7632	367	10	or	or	CCONJ
economy-7632	367	11	answerable	answerable	ADJ
economy-7632	367	12	for	for	ADP
economy-7632	367	13	any	any	DET
economy-7632	367	14	loss	loss	NOUN
economy-7632	367	15	,	,	PUNCT
economy-7632	367	16	damage	damage	NOUN
economy-7632	367	17	or	or	CCONJ
economy-7632	367	18	liability	liability	NOUN
economy-7632	367	19	,	,	PUNCT
economy-7632	367	20	etc	etc	X
economy-7632	367	21	.	.	X
economy-7632	367	22	caused	cause	VERB
economy-7632	367	23	in	in	ADP
economy-7632	367	24	relation	relation	NOUN
economy-7632	367	25	to	to	PART
economy-7632	367	26	/	/	PUNCT
economy-7632	367	27	arising	arise	VERB
economy-7632	367	28	out	out	ADP
economy-7632	367	29	of	of	ADP
economy-7632	367	30	the	the	DET
economy-7632	367	31	use	use	NOUN
economy-7632	367	32	of	of	ADP
economy-7632	367	33	the	the	DET
economy-7632	367	34	content	content	NOUN
economy-7632	367	35	.	.	PUNCT
economy-7632	368	1	any	any	DET
economy-7632	368	2	queries	query	NOUN
economy-7632	368	3	should	should	AUX
economy-7632	368	4	be	be	AUX
economy-7632	368	5	directed	direct	VERB
economy-7632	368	6	to	to	ADP
economy-7632	368	7	the	the	DET
economy-7632	368	8	corresponding	corresponding	ADJ
economy-7632	368	9	author	author	NOUN
economy-7632	368	10	of	of	ADP
economy-7632	368	11	the	the	DET
economy-7632	368	12	article	article	NOUN
economy-7632	368	13	.	.	PUNCT
economy-7632	369	1	https://doi.org/10.22219/jiko.v8i02.19854	https://doi.org/10.22219/jiko.v8i02.19854	PROPN
economy-7632	369	2	https://doi.org/10.20473/jiet.v6i1.27100	https://doi.org/10.20473/jiet.v6i1.27100	X
economy-7632	369	3	https://doi.org/10.22610/jebs.v16i1(j).3711	https://doi.org/10.22610/jebs.v16i1(j).3711	VERB
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