id	sid	tid	token	lemma	pos
ajase-5833	1	1	pa	pa	PROPN
ajase-5833	1	2	ge	ge	PROPN
ajase-5833	1	3	1	1	NUM
ajase-5833	1	4	pa	pa	PROPN
ajase-5833	1	5	ge	ge	PROPN
ajase-5833	1	6	11	11	NUM
ajase-5833	1	7	9	9	NUM
ajase-5833	1	8	american	american	ADJ
ajase-5833	1	9	journal	journal	NOUN
ajase-5833	1	10	of	of	ADP
ajase-5833	1	11	applied	apply	VERB
ajase-5833	1	12	statistics	statistic	NOUN
ajase-5833	1	13	and	and	CCONJ
ajase-5833	1	14	economics	economic	NOUN
ajase-5833	1	15	(	(	PUNCT
ajase-5833	1	16	ajase	ajase	ADJ
ajase-5833	1	17	)	)	PUNCT
ajase-5833	1	18	impact	impact	NOUN
ajase-5833	1	19	of	of	ADP
ajase-5833	1	20	macroeconomic	macroeconomic	ADJ
ajase-5833	1	21	factors	factor	NOUN
ajase-5833	1	22	on	on	ADP
ajase-5833	1	23	government	government	NOUN
ajase-5833	1	24	spending	spending	NOUN
ajase-5833	1	25	in	in	ADP
ajase-5833	1	26	ghana	ghana	PROPN
ajase-5833	1	27	tobias	tobias	PROPN
ajase-5833	1	28	kwame	kwame	PROPN
ajase-5833	1	29	adukpo¹	adukpo¹	PROPN
ajase-5833	1	30	*	*	PROPN
ajase-5833	1	31	,	,	PUNCT
ajase-5833	1	32	jacob	jacob	PROPN
ajase-5833	1	33	obeng	obeng	PROPN
ajase-5833	1	34	bethel²	bethel²	PROPN
ajase-5833	1	35	volume	volume	VERB
ajase-5833	1	36	4	4	NUM
ajase-5833	1	37	issue	issue	NOUN
ajase-5833	1	38	1	1	NUM
ajase-5833	1	39	,	,	PUNCT
ajase-5833	1	40	year	year	NOUN
ajase-5833	1	41	2025	2025	NUM
ajase-5833	1	42	issn	issn	NOUN
ajase-5833	1	43	:	:	PUNCT
ajase-5833	1	44	2992	2992	NUM
ajase-5833	1	45	-	-	PUNCT
ajase-5833	1	46	927x	927x	NOUN
ajase-5833	1	47	(	(	PUNCT
ajase-5833	1	48	online	online	ADJ
ajase-5833	1	49	)	)	PUNCT
ajase-5833	1	50	doi	doi	NOUN
ajase-5833	1	51	:	:	PUNCT
ajase-5833	1	52	https://doi.org/10.54536/ajase.v4i1.5833	https://doi.org/10.54536/ajase.v4i1.5833	PROPN
ajase-5833	2	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	2	2	article	article	NOUN
ajase-5833	2	3	information	information	NOUN
ajase-5833	2	4	abstract	abstract	ADV
ajase-5833	2	5	received	receive	VERB
ajase-5833	2	6	:	:	PUNCT
ajase-5833	2	7	july	july	PROPN
ajase-5833	2	8	30	30	NUM
ajase-5833	2	9	,	,	PUNCT
ajase-5833	2	10	2025	2025	NUM
ajase-5833	2	11	accepted	accept	VERB
ajase-5833	2	12	:	:	PUNCT
ajase-5833	2	13	september	september	PROPN
ajase-5833	2	14	01	01	NUM
ajase-5833	2	15	,	,	PUNCT
ajase-5833	2	16	2025	2025	NUM
ajase-5833	2	17	published	publish	VERB
ajase-5833	2	18	:	:	PUNCT
ajase-5833	2	19	october	october	PROPN
ajase-5833	2	20	09	09	NUM
ajase-5833	2	21	,	,	PUNCT
ajase-5833	2	22	2025	2025	NUM
ajase-5833	2	23	this	this	DET
ajase-5833	2	24	study	study	NOUN
ajase-5833	2	25	examines	examine	VERB
ajase-5833	2	26	how	how	SCONJ
ajase-5833	2	27	key	key	ADJ
ajase-5833	2	28	macroeconomic	macroeconomic	ADJ
ajase-5833	2	29	variables	variable	NOUN
ajase-5833	2	30	such	such	ADJ
ajase-5833	2	31	as	as	ADP
ajase-5833	2	32	gdp	gdp	NOUN
ajase-5833	2	33	growth	growth	NOUN
ajase-5833	2	34	,	,	PUNCT
ajase-5833	2	35	inflation	inflation	NOUN
ajase-5833	2	36	,	,	PUNCT
ajase-5833	2	37	interest	interest	NOUN
ajase-5833	2	38	rates	rate	NOUN
ajase-5833	2	39	,	,	PUNCT
ajase-5833	2	40	government	government	NOUN
ajase-5833	2	41	debt	debt	NOUN
ajase-5833	2	42	and	and	CCONJ
ajase-5833	2	43	unemployment	unemployment	NOUN
ajase-5833	2	44	influence	influence	NOUN
ajase-5833	2	45	government	government	NOUN
ajase-5833	2	46	spending	spending	NOUN
ajase-5833	2	47	in	in	ADP
ajase-5833	2	48	ghana	ghana	PROPN
ajase-5833	2	49	.	.	PUNCT
ajase-5833	3	1	while	while	SCONJ
ajase-5833	3	2	many	many	ADJ
ajase-5833	3	3	studies	study	NOUN
ajase-5833	3	4	rely	rely	VERB
ajase-5833	3	5	on	on	ADP
ajase-5833	3	6	traditional	traditional	ADJ
ajase-5833	3	7	econometric	econometric	ADJ
ajase-5833	3	8	models	model	NOUN
ajase-5833	3	9	,	,	PUNCT
ajase-5833	3	10	this	this	DET
ajase-5833	3	11	research	research	NOUN
ajase-5833	3	12	applies	apply	VERB
ajase-5833	3	13	a	a	DET
ajase-5833	3	14	bayesian	bayesian	NOUN
ajase-5833	3	15	regression	regression	NOUN
ajase-5833	3	16	framework	framework	NOUN
ajase-5833	3	17	,	,	PUNCT
ajase-5833	3	18	which	which	PRON
ajase-5833	3	19	allows	allow	VERB
ajase-5833	3	20	for	for	ADP
ajase-5833	3	21	the	the	DET
ajase-5833	3	22	incorporation	incorporation	NOUN
ajase-5833	3	23	of	of	ADP
ajase-5833	3	24	prior	prior	ADJ
ajase-5833	3	25	information	information	NOUN
ajase-5833	3	26	and	and	CCONJ
ajase-5833	3	27	a	a	DET
ajase-5833	3	28	clearer	clear	ADJ
ajase-5833	3	29	assessment	assessment	NOUN
ajase-5833	3	30	of	of	ADP
ajase-5833	3	31	uncertainty	uncertainty	NOUN
ajase-5833	3	32	in	in	ADP
ajase-5833	3	33	the	the	DET
ajase-5833	3	34	estimates	estimate	NOUN
ajase-5833	3	35	.	.	PUNCT
ajase-5833	4	1	the	the	DET
ajase-5833	4	2	results	result	NOUN
ajase-5833	4	3	show	show	VERB
ajase-5833	4	4	that	that	SCONJ
ajase-5833	4	5	gdp	gdp	NOUN
ajase-5833	4	6	growth	growth	NOUN
ajase-5833	4	7	,	,	PUNCT
ajase-5833	4	8	public	public	ADJ
ajase-5833	4	9	debt	debt	NOUN
ajase-5833	4	10	and	and	CCONJ
ajase-5833	4	11	unemployment	unemployment	NOUN
ajase-5833	4	12	are	be	AUX
ajase-5833	4	13	positively	positively	ADV
ajase-5833	4	14	associated	associate	VERB
ajase-5833	4	15	with	with	ADP
ajase-5833	4	16	government	government	NOUN
ajase-5833	4	17	spending	spending	NOUN
ajase-5833	4	18	,	,	PUNCT
ajase-5833	4	19	while	while	SCONJ
ajase-5833	4	20	higher	high	ADJ
ajase-5833	4	21	interest	interest	NOUN
ajase-5833	4	22	rates	rate	NOUN
ajase-5833	4	23	constrain	constrain	VERB
ajase-5833	4	24	fiscal	fiscal	ADJ
ajase-5833	4	25	expenditure	expenditure	NOUN
ajase-5833	4	26	.	.	PUNCT
ajase-5833	5	1	the	the	DET
ajase-5833	5	2	effect	effect	NOUN
ajase-5833	5	3	of	of	ADP
ajase-5833	5	4	inflation	inflation	NOUN
ajase-5833	5	5	remains	remain	VERB
ajase-5833	5	6	uncertain	uncertain	ADJ
ajase-5833	5	7	.	.	PUNCT
ajase-5833	6	1	these	these	DET
ajase-5833	6	2	findings	finding	NOUN
ajase-5833	6	3	provide	provide	VERB
ajase-5833	6	4	new	new	ADJ
ajase-5833	6	5	evidence	evidence	NOUN
ajase-5833	6	6	on	on	ADP
ajase-5833	6	7	the	the	DET
ajase-5833	6	8	dynamics	dynamic	NOUN
ajase-5833	6	9	of	of	ADP
ajase-5833	6	10	fiscal	fiscal	ADJ
ajase-5833	6	11	behavior	behavior	NOUN
ajase-5833	6	12	in	in	ADP
ajase-5833	6	13	ghana	ghana	PROPN
ajase-5833	6	14	and	and	CCONJ
ajase-5833	6	15	highlight	highlight	VERB
ajase-5833	6	16	the	the	DET
ajase-5833	6	17	need	need	NOUN
ajase-5833	6	18	for	for	SCONJ
ajase-5833	6	19	policymakers	policymaker	NOUN
ajase-5833	6	20	to	to	PART
ajase-5833	6	21	balance	balance	VERB
ajase-5833	6	22	growth	growth	NOUN
ajase-5833	6	23	and	and	CCONJ
ajase-5833	6	24	debt	debt	NOUN
ajase-5833	6	25	considerations	consideration	NOUN
ajase-5833	6	26	while	while	SCONJ
ajase-5833	6	27	managing	manage	VERB
ajase-5833	6	28	the	the	DET
ajase-5833	6	29	risks	risk	NOUN
ajase-5833	6	30	of	of	ADP
ajase-5833	6	31	rising	rise	VERB
ajase-5833	6	32	interest	interest	NOUN
ajase-5833	6	33	rates	rate	NOUN
ajase-5833	6	34	.	.	PUNCT
ajase-5833	7	1	the	the	DET
ajase-5833	7	2	study	study	NOUN
ajase-5833	7	3	contributes	contribute	VERB
ajase-5833	7	4	to	to	ADP
ajase-5833	7	5	the	the	DET
ajase-5833	7	6	broader	broad	ADJ
ajase-5833	7	7	debate	debate	NOUN
ajase-5833	7	8	on	on	ADP
ajase-5833	7	9	how	how	SCONJ
ajase-5833	7	10	macroeconomic	macroeconomic	ADJ
ajase-5833	7	11	conditions	condition	NOUN
ajase-5833	7	12	shape	shape	VERB
ajase-5833	7	13	fiscal	fiscal	ADJ
ajase-5833	7	14	policy	policy	NOUN
ajase-5833	7	15	in	in	ADP
ajase-5833	7	16	emerging	emerge	VERB
ajase-5833	7	17	economies	economy	NOUN
ajase-5833	7	18	.	.	PUNCT
ajase-5833	8	1	keywords	keyword	NOUN
ajase-5833	8	2	bayesian	bayesian	NOUN
ajase-5833	8	3	analysis	analysis	NOUN
ajase-5833	8	4	,	,	PUNCT
ajase-5833	8	5	economic	economic	ADJ
ajase-5833	8	6	indicators	indicator	NOUN
ajase-5833	8	7	,	,	PUNCT
ajase-5833	8	8	economic	economic	ADJ
ajase-5833	8	9	modeling	modeling	NOUN
ajase-5833	8	10	,	,	PUNCT
ajase-5833	8	11	fiscal	fiscal	ADJ
ajase-5833	8	12	policy	policy	NOUN
ajase-5833	8	13	,	,	PUNCT
ajase-5833	8	14	government	government	NOUN
ajase-5833	8	15	spending	spending	NOUN
ajase-5833	8	16	,	,	PUNCT
ajase-5833	8	17	macroeconomic	macroeconomic	ADJ
ajase-5833	8	18	factors	factor	NOUN
ajase-5833	8	19	,	,	PUNCT
ajase-5833	8	20	public	public	ADJ
ajase-5833	8	21	expenditure	expenditure	NOUN
ajase-5833	8	22	1	1	NUM
ajase-5833	8	23	department	department	NOUN
ajase-5833	8	24	of	of	ADP
ajase-5833	8	25	accounting	accounting	NOUN
ajase-5833	8	26	,	,	PUNCT
ajase-5833	8	27	university	university	NOUN
ajase-5833	8	28	for	for	ADP
ajase-5833	8	29	development	development	NOUN
ajase-5833	8	30	studies	study	NOUN
ajase-5833	8	31	,	,	PUNCT
ajase-5833	8	32	ghana	ghana	PROPN
ajase-5833	8	33	²	²	PROPN
ajase-5833	8	34	department	department	PROPN
ajase-5833	8	35	of	of	ADP
ajase-5833	8	36	economics	economic	NOUN
ajase-5833	8	37	,	,	PUNCT
ajase-5833	8	38	university	university	NOUN
ajase-5833	8	39	of	of	ADP
ajase-5833	8	40	ghana	ghana	PROPN
ajase-5833	8	41	,	,	PUNCT
ajase-5833	8	42	ghana	ghana	PROPN
ajase-5833	8	43	*	*	PUNCT
ajase-5833	9	1	corresponding	correspond	VERB
ajase-5833	9	2	author	author	NOUN
ajase-5833	9	3	’s	’s	PART
ajase-5833	9	4	e	e	NOUN
ajase-5833	9	5	-	-	NOUN
ajase-5833	9	6	mail	mail	NOUN
ajase-5833	9	7	:	:	PUNCT
ajase-5833	9	8	adukpotobias@gmail.com	adukpotobias@gmail.com	X
ajase-5833	10	1	introduction	introduction	NOUN
ajase-5833	10	2	economic	economic	ADJ
ajase-5833	10	3	policy	policy	NOUN
ajase-5833	10	4	is	be	AUX
ajase-5833	10	5	significantly	significantly	ADV
ajase-5833	10	6	supported	support	VERB
ajase-5833	10	7	by	by	ADP
ajase-5833	10	8	the	the	DET
ajase-5833	10	9	presence	presence	NOUN
ajase-5833	10	10	of	of	ADP
ajase-5833	10	11	government	government	NOUN
ajase-5833	10	12	spending	spending	NOUN
ajase-5833	10	13	as	as	SCONJ
ajase-5833	10	14	it	it	PRON
ajase-5833	10	15	carries	carry	VERB
ajase-5833	10	16	a	a	DET
ajase-5833	10	17	lot	lot	NOUN
ajase-5833	10	18	of	of	ADP
ajase-5833	10	19	influence	influence	NOUN
ajase-5833	10	20	in	in	ADP
ajase-5833	10	21	the	the	DET
ajase-5833	10	22	progress	progress	NOUN
ajase-5833	10	23	of	of	ADP
ajase-5833	10	24	any	any	DET
ajase-5833	10	25	given	give	VERB
ajase-5833	10	26	country	country	NOUN
ajase-5833	10	27	(	(	PUNCT
ajase-5833	10	28	stiglitz	stiglitz	PROPN
ajase-5833	10	29	&	&	CCONJ
ajase-5833	10	30	rosengard	rosengard	NOUN
ajase-5833	10	31	,	,	PUNCT
ajase-5833	10	32	2015	2015	NUM
ajase-5833	10	33	)	)	PUNCT
ajase-5833	10	34	.	.	PUNCT
ajase-5833	11	1	for	for	ADP
ajase-5833	11	2	a	a	DET
ajase-5833	11	3	nation	nation	NOUN
ajase-5833	11	4	like	like	ADP
ajase-5833	11	5	ghana	ghana	PROPN
ajase-5833	11	6	,	,	PUNCT
ajase-5833	11	7	which	which	PRON
ajase-5833	11	8	is	be	AUX
ajase-5833	11	9	actively	actively	ADV
ajase-5833	11	10	striving	strive	VERB
ajase-5833	11	11	to	to	PART
ajase-5833	11	12	have	have	VERB
ajase-5833	11	13	a	a	DET
ajase-5833	11	14	strong	strong	ADJ
ajase-5833	11	15	and	and	CCONJ
ajase-5833	11	16	inclusive	inclusive	ADJ
ajase-5833	11	17	growth	growth	NOUN
ajase-5833	11	18	,	,	PUNCT
ajase-5833	11	19	understanding	understand	VERB
ajase-5833	11	20	the	the	DET
ajase-5833	11	21	factors	factor	NOUN
ajase-5833	11	22	that	that	PRON
ajase-5833	11	23	influence	influence	VERB
ajase-5833	11	24	government	government	NOUN
ajase-5833	11	25	expenditure	expenditure	NOUN
ajase-5833	11	26	is	be	AUX
ajase-5833	11	27	not	not	PART
ajase-5833	11	28	just	just	ADV
ajase-5833	11	29	academic	academic	ADJ
ajase-5833	11	30	research	research	NOUN
ajase-5833	11	31	but	but	CCONJ
ajase-5833	11	32	an	an	DET
ajase-5833	11	33	important	important	ADJ
ajase-5833	11	34	investigation	investigation	NOUN
ajase-5833	11	35	in	in	ADP
ajase-5833	11	36	achieving	achieve	VERB
ajase-5833	11	37	proper	proper	ADJ
ajase-5833	11	38	fiscal	fiscal	ADJ
ajase-5833	11	39	management	management	NOUN
ajase-5833	11	40	and	and	CCONJ
ajase-5833	11	41	long	long	ADJ
ajase-5833	11	42	-	-	PUNCT
ajase-5833	11	43	term	term	NOUN
ajase-5833	11	44	financial	financial	ADJ
ajase-5833	11	45	sustainability	sustainability	NOUN
ajase-5833	11	46	.	.	PUNCT
ajase-5833	12	1	ghana	ghana	PROPN
ajase-5833	12	2	has	have	AUX
ajase-5833	12	3	had	have	VERB
ajase-5833	12	4	a	a	DET
ajase-5833	12	5	longdocumented	longdocumente	VERB
ajase-5833	12	6	history	history	NOUN
ajase-5833	12	7	of	of	ADP
ajase-5833	12	8	having	have	VERB
ajase-5833	12	9	to	to	PART
ajase-5833	12	10	deal	deal	VERB
ajase-5833	12	11	with	with	ADP
ajase-5833	12	12	a	a	DET
ajase-5833	12	13	complex	complex	ADJ
ajase-5833	12	14	set	set	NOUN
ajase-5833	12	15	of	of	ADP
ajase-5833	12	16	fiscal	fiscal	ADJ
ajase-5833	12	17	challenges	challenge	NOUN
ajase-5833	12	18	,	,	PUNCT
ajase-5833	12	19	such	such	ADJ
ajase-5833	12	20	as	as	ADP
ajase-5833	12	21	the	the	DET
ajase-5833	12	22	constant	constant	ADJ
ajase-5833	12	23	budget	budget	NOUN
ajase-5833	12	24	deficits	deficit	NOUN
ajase-5833	12	25	,	,	PUNCT
ajase-5833	12	26	rising	rise	VERB
ajase-5833	12	27	public	public	ADJ
ajase-5833	12	28	borrowing	borrowing	NOUN
ajase-5833	12	29	and	and	CCONJ
ajase-5833	12	30	the	the	DET
ajase-5833	12	31	fine	fine	ADJ
ajase-5833	12	32	juggling	juggling	NOUN
ajase-5833	12	33	act	act	NOUN
ajase-5833	12	34	of	of	ADP
ajase-5833	12	35	finding	find	VERB
ajase-5833	12	36	the	the	DET
ajase-5833	12	37	means	mean	NOUN
ajase-5833	12	38	to	to	PART
ajase-5833	12	39	fund	fund	VERB
ajase-5833	12	40	development	development	NOUN
ajase-5833	12	41	projects	project	NOUN
ajase-5833	12	42	against	against	ADP
ajase-5833	12	43	available	available	ADJ
ajase-5833	12	44	revenue	revenue	NOUN
ajase-5833	12	45	(	(	PUNCT
ajase-5833	12	46	asiama	asiama	PROPN
ajase-5833	12	47	et	et	PROPN
ajase-5833	12	48	al	al	PROPN
ajase-5833	12	49	.	.	PROPN
ajase-5833	12	50	,	,	PUNCT
ajase-5833	12	51	2014	2014	NUM
ajase-5833	12	52	)	)	PUNCT
ajase-5833	12	53	.	.	PUNCT
ajase-5833	13	1	these	these	DET
ajase-5833	13	2	challenges	challenge	NOUN
ajase-5833	13	3	show	show	VERB
ajase-5833	13	4	the	the	DET
ajase-5833	13	5	persistent	persistent	ADJ
ajase-5833	13	6	instability	instability	NOUN
ajase-5833	13	7	in	in	ADP
ajase-5833	13	8	ghana	ghana	PROPN
ajase-5833	13	9	’s	’s	PART
ajase-5833	13	10	fiscal	fiscal	ADJ
ajase-5833	13	11	space	space	NOUN
ajase-5833	13	12	,	,	PUNCT
ajase-5833	13	13	which	which	PRON
ajase-5833	13	14	makes	make	VERB
ajase-5833	13	15	the	the	DET
ajase-5833	13	16	dynamics	dynamic	NOUN
ajase-5833	13	17	of	of	ADP
ajase-5833	13	18	governmental	governmental	ADJ
ajase-5833	13	19	expenditures	expenditure	NOUN
ajase-5833	13	20	an	an	DET
ajase-5833	13	21	important	important	ADJ
ajase-5833	13	22	topic	topic	NOUN
ajase-5833	13	23	to	to	PART
ajase-5833	13	24	study	study	VERB
ajase-5833	13	25	.	.	PUNCT
ajase-5833	14	1	although	although	SCONJ
ajase-5833	14	2	traditional	traditional	ADJ
ajase-5833	14	3	econometric	econometric	ADJ
ajase-5833	14	4	analyses	analysis	NOUN
ajase-5833	14	5	help	help	AUX
ajase-5833	14	6	determine	determine	VERB
ajase-5833	14	7	economic	economic	ADJ
ajase-5833	14	8	relationships	relationship	NOUN
ajase-5833	14	9	,	,	PUNCT
ajase-5833	14	10	sometimes	sometimes	ADV
ajase-5833	14	11	these	these	DET
ajase-5833	14	12	analyses	analysis	NOUN
ajase-5833	14	13	are	be	AUX
ajase-5833	14	14	not	not	PART
ajase-5833	14	15	comprehensive	comprehensive	ADJ
ajase-5833	14	16	enough	enough	ADV
ajase-5833	14	17	in	in	ADP
ajase-5833	14	18	grasping	grasp	VERB
ajase-5833	14	19	the	the	DET
ajase-5833	14	20	complexity	complexity	NOUN
ajase-5833	14	21	and	and	CCONJ
ajase-5833	14	22	uncertainties	uncertainty	NOUN
ajase-5833	14	23	that	that	PRON
ajase-5833	14	24	exist	exist	VERB
ajase-5833	14	25	in	in	ADP
ajase-5833	14	26	the	the	DET
ajase-5833	14	27	fiscal	fiscal	ADJ
ajase-5833	14	28	policy	policy	NOUN
ajase-5833	14	29	of	of	ADP
ajase-5833	14	30	a	a	DET
ajase-5833	14	31	developing	develop	VERB
ajase-5833	14	32	economy	economy	NOUN
ajase-5833	14	33	.	.	PUNCT
ajase-5833	15	1	these	these	DET
ajase-5833	15	2	constraints	constraint	NOUN
ajase-5833	15	3	include	include	VERB
ajase-5833	15	4	limitations	limitation	NOUN
ajase-5833	15	5	in	in	ADP
ajase-5833	15	6	integrating	integrate	VERB
ajase-5833	15	7	previous	previous	ADJ
ajase-5833	15	8	theoretical	theoretical	ADJ
ajase-5833	15	9	information	information	NOUN
ajase-5833	15	10	,	,	PUNCT
ajase-5833	15	11	working	work	VERB
ajase-5833	15	12	with	with	ADP
ajase-5833	15	13	relatively	relatively	ADV
ajase-5833	15	14	medium	medium	ADJ
ajase-5833	15	15	sample	sample	NOUN
ajase-5833	15	16	sizes	size	NOUN
ajase-5833	15	17	and	and	CCONJ
ajase-5833	15	18	the	the	DET
ajase-5833	15	19	extensive	extensive	ADJ
ajase-5833	15	20	probabilistic	probabilistic	ADJ
ajase-5833	15	21	interpretation	interpretation	NOUN
ajase-5833	15	22	of	of	ADP
ajase-5833	15	23	parameter	parameter	NOUN
ajase-5833	15	24	estimations	estimation	NOUN
ajase-5833	15	25	(	(	PUNCT
ajase-5833	15	26	koop	koop	PROPN
ajase-5833	15	27	&	&	CCONJ
ajase-5833	15	28	korobilis	korobilis	PROPN
ajase-5833	15	29	,	,	PUNCT
ajase-5833	15	30	2010	2010	NUM
ajase-5833	15	31	)	)	PUNCT
ajase-5833	15	32	.	.	PUNCT
ajase-5833	16	1	this	this	DET
ajase-5833	16	2	article	article	NOUN
ajase-5833	16	3	fills	fill	VERB
ajase-5833	16	4	these	these	DET
ajase-5833	16	5	gaps	gap	NOUN
ajase-5833	16	6	by	by	ADP
ajase-5833	16	7	depending	depend	VERB
ajase-5833	16	8	on	on	ADP
ajase-5833	16	9	a	a	DET
ajase-5833	16	10	bayesian	bayesian	NOUN
ajase-5833	16	11	econometric	econometric	ADJ
ajase-5833	16	12	approach	approach	NOUN
ajase-5833	16	13	to	to	PART
ajase-5833	16	14	examine	examine	VERB
ajase-5833	16	15	the	the	DET
ajase-5833	16	16	impacts	impact	NOUN
ajase-5833	16	17	of	of	ADP
ajase-5833	16	18	macroeconomic	macroeconomic	ADJ
ajase-5833	16	19	factors	factor	NOUN
ajase-5833	16	20	on	on	ADP
ajase-5833	16	21	government	government	NOUN
ajase-5833	16	22	spending	spending	NOUN
ajase-5833	16	23	in	in	ADP
ajase-5833	16	24	ghana	ghana	PROPN
ajase-5833	16	25	.	.	PUNCT
ajase-5833	17	1	the	the	DET
ajase-5833	17	2	bayesian	bayesian	NOUN
ajase-5833	17	3	framework	framework	NOUN
ajase-5833	17	4	has	have	VERB
ajase-5833	17	5	distinct	distinct	ADJ
ajase-5833	17	6	benefits	benefit	NOUN
ajase-5833	17	7	:	:	PUNCT
ajase-5833	17	8	it	it	PRON
ajase-5833	17	9	gives	give	VERB
ajase-5833	17	10	the	the	DET
ajase-5833	17	11	ability	ability	NOUN
ajase-5833	17	12	to	to	PART
ajase-5833	17	13	explicitly	explicitly	ADV
ajase-5833	17	14	incorporate	incorporate	VERB
ajase-5833	17	15	prior	prior	ADJ
ajase-5833	17	16	information	information	NOUN
ajase-5833	17	17	and	and	CCONJ
ajase-5833	17	18	economic	economic	ADJ
ajase-5833	17	19	theory	theory	NOUN
ajase-5833	17	20	,	,	PUNCT
ajase-5833	17	21	provides	provide	VERB
ajase-5833	17	22	a	a	DET
ajase-5833	17	23	richer	rich	ADJ
ajase-5833	17	24	understanding	understanding	NOUN
ajase-5833	17	25	of	of	ADP
ajase-5833	17	26	parameter	parameter	NOUN
ajase-5833	17	27	uncertainty	uncertainty	NOUN
ajase-5833	17	28	by	by	ADP
ajase-5833	17	29	summarizing	summarize	VERB
ajase-5833	17	30	information	information	NOUN
ajase-5833	17	31	in	in	ADP
ajase-5833	17	32	full	full	ADJ
ajase-5833	17	33	posterior	posterior	ADJ
ajase-5833	17	34	distributions	distribution	NOUN
ajase-5833	17	35	and	and	CCONJ
ajase-5833	17	36	it	it	PRON
ajase-5833	17	37	is	be	AUX
ajase-5833	17	38	especially	especially	ADV
ajase-5833	17	39	resilient	resilient	ADJ
ajase-5833	17	40	in	in	ADP
ajase-5833	17	41	situations	situation	NOUN
ajase-5833	17	42	when	when	SCONJ
ajase-5833	17	43	the	the	DET
ajase-5833	17	44	quantity	quantity	NOUN
ajase-5833	17	45	or	or	CCONJ
ajase-5833	17	46	quality	quality	NOUN
ajase-5833	17	47	of	of	ADP
ajase-5833	17	48	data	datum	NOUN
ajase-5833	17	49	is	be	AUX
ajase-5833	17	50	relatively	relatively	ADV
ajase-5833	17	51	sparse	sparse	ADJ
ajase-5833	17	52	,	,	PUNCT
ajase-5833	17	53	or	or	CCONJ
ajase-5833	17	54	when	when	SCONJ
ajase-5833	17	55	some	some	DET
ajase-5833	17	56	structural	structural	ADJ
ajase-5833	17	57	changes	change	NOUN
ajase-5833	17	58	occur	occur	VERB
ajase-5833	17	59	(	(	PUNCT
ajase-5833	17	60	an	an	PRON
ajase-5833	17	61	&	&	CCONJ
ajase-5833	17	62	schorfheide	schorfheide	NOUN
ajase-5833	17	63	,	,	PUNCT
ajase-5833	17	64	2007	2007	NUM
ajase-5833	17	65	)	)	PUNCT
ajase-5833	17	66	.	.	PUNCT
ajase-5833	18	1	the	the	DET
ajase-5833	18	2	primary	primary	ADJ
ajase-5833	18	3	objective	objective	NOUN
ajase-5833	18	4	of	of	ADP
ajase-5833	18	5	this	this	DET
ajase-5833	18	6	research	research	NOUN
ajase-5833	18	7	was	be	AUX
ajase-5833	18	8	to	to	PART
ajase-5833	18	9	understand	understand	VERB
ajase-5833	18	10	the	the	DET
ajase-5833	18	11	complex	complex	ADJ
ajase-5833	18	12	relationships	relationship	NOUN
ajase-5833	18	13	that	that	PRON
ajase-5833	18	14	exist	exist	VERB
ajase-5833	18	15	between	between	ADP
ajase-5833	18	16	the	the	DET
ajase-5833	18	17	most	most	ADV
ajase-5833	18	18	significant	significant	ADJ
ajase-5833	18	19	macroeconomic	macroeconomic	ADJ
ajase-5833	18	20	indicators	indicator	NOUN
ajase-5833	18	21	,	,	PUNCT
ajase-5833	18	22	such	such	ADJ
ajase-5833	18	23	as	as	ADP
ajase-5833	18	24	real	real	ADJ
ajase-5833	18	25	gdp	gdp	NOUN
ajase-5833	18	26	,	,	PUNCT
ajase-5833	18	27	inflation	inflation	NOUN
ajase-5833	18	28	rate	rate	NOUN
ajase-5833	18	29	,	,	PUNCT
ajase-5833	18	30	exchange	exchange	NOUN
ajase-5833	18	31	rates	rate	NOUN
ajase-5833	18	32	,	,	PUNCT
ajase-5833	18	33	interest	interest	NOUN
ajase-5833	18	34	rates	rate	NOUN
ajase-5833	18	35	,	,	PUNCT
ajase-5833	18	36	public	public	ADJ
ajase-5833	18	37	debt	debt	NOUN
ajase-5833	18	38	levels	level	NOUN
ajase-5833	18	39	and	and	CCONJ
ajase-5833	18	40	unemployment	unemployment	NOUN
ajase-5833	18	41	levels	level	NOUN
ajase-5833	18	42	on	on	ADP
ajase-5833	18	43	the	the	DET
ajase-5833	18	44	dynamics	dynamic	NOUN
ajase-5833	18	45	of	of	ADP
ajase-5833	18	46	government	government	NOUN
ajase-5833	18	47	spending	spending	NOUN
ajase-5833	18	48	in	in	ADP
ajase-5833	18	49	ghana	ghana	PROPN
ajase-5833	18	50	.	.	PUNCT
ajase-5833	19	1	through	through	ADP
ajase-5833	19	2	a	a	DET
ajase-5833	19	3	more	more	ADV
ajase-5833	19	4	stringent	stringent	ADJ
ajase-5833	19	5	bayesian	bayesian	NOUN
ajase-5833	19	6	approach	approach	NOUN
ajase-5833	19	7	,	,	PUNCT
ajase-5833	19	8	we	we	PRON
ajase-5833	19	9	presented	present	VERB
ajase-5833	19	10	a	a	DET
ajase-5833	19	11	more	more	ADV
ajase-5833	19	12	informed	informed	ADJ
ajase-5833	19	13	and	and	CCONJ
ajase-5833	19	14	probabilistically	probabilistically	ADV
ajase-5833	19	15	oriented	orient	VERB
ajase-5833	19	16	assessment	assessment	NOUN
ajase-5833	19	17	regarding	regard	VERB
ajase-5833	19	18	how	how	SCONJ
ajase-5833	19	19	these	these	DET
ajase-5833	19	20	macroeconomic	macroeconomic	ADJ
ajase-5833	19	21	processes	process	NOUN
ajase-5833	19	22	influence	influence	VERB
ajase-5833	19	23	the	the	DET
ajase-5833	19	24	fiscal	fiscal	ADJ
ajase-5833	19	25	decision	decision	NOUN
ajase-5833	19	26	process	process	NOUN
ajase-5833	19	27	and	and	CCONJ
ajase-5833	19	28	outcomes	outcome	NOUN
ajase-5833	19	29	in	in	ADP
ajase-5833	19	30	ghana	ghana	PROPN
ajase-5833	19	31	.	.	PUNCT
ajase-5833	20	1	the	the	DET
ajase-5833	20	2	insight	insight	NOUN
ajase-5833	20	3	drawn	draw	VERB
ajase-5833	20	4	from	from	ADP
ajase-5833	20	5	this	this	DET
ajase-5833	20	6	examination	examination	NOUN
ajase-5833	20	7	is	be	AUX
ajase-5833	20	8	essential	essential	ADJ
ajase-5833	20	9	to	to	ADP
ajase-5833	20	10	policymakers	policymaker	NOUN
ajase-5833	20	11	in	in	ADP
ajase-5833	20	12	ghana	ghana	PROPN
ajase-5833	20	13	and	and	CCONJ
ajase-5833	20	14	helps	help	VERB
ajase-5833	20	15	develop	develop	VERB
ajase-5833	20	16	better	well	ADJ
ajase-5833	20	17	,	,	PUNCT
ajase-5833	20	18	more	more	ADV
ajase-5833	20	19	robust	robust	ADJ
ajase-5833	20	20	and	and	CCONJ
ajase-5833	20	21	responsive	responsive	ADJ
ajase-5833	20	22	fiscal	fiscal	ADJ
ajase-5833	20	23	policies	policy	NOUN
ajase-5833	20	24	,	,	PUNCT
ajase-5833	20	25	which	which	PRON
ajase-5833	20	26	improve	improve	VERB
ajase-5833	20	27	the	the	DET
ajase-5833	20	28	way	way	NOUN
ajase-5833	20	29	the	the	DET
ajase-5833	20	30	state	state	NOUN
ajase-5833	20	31	handles	handle	VERB
ajase-5833	20	32	finances	finance	NOUN
ajase-5833	20	33	and	and	CCONJ
ajase-5833	20	34	eventually	eventually	ADV
ajase-5833	20	35	this	this	DET
ajase-5833	20	36	change	change	NOUN
ajase-5833	20	37	will	will	AUX
ajase-5833	20	38	help	help	VERB
ajase-5833	20	39	steer	steer	VERB
ajase-5833	20	40	ghana	ghana	PROPN
ajase-5833	20	41	to	to	ADP
ajase-5833	20	42	a	a	DET
ajase-5833	20	43	scenario	scenario	NOUN
ajase-5833	20	44	of	of	ADP
ajase-5833	20	45	long	long	ADJ
ajase-5833	20	46	-	-	PUNCT
ajase-5833	20	47	term	term	NOUN
ajase-5833	20	48	economic	economic	ADJ
ajase-5833	20	49	success	success	NOUN
ajase-5833	20	50	,	,	PUNCT
ajase-5833	20	51	regardless	regardless	ADV
ajase-5833	20	52	of	of	ADP
ajase-5833	20	53	the	the	DET
ajase-5833	20	54	changes	change	NOUN
ajase-5833	20	55	in	in	ADP
ajase-5833	20	56	the	the	DET
ajase-5833	20	57	global	global	ADJ
ajase-5833	20	58	and	and	CCONJ
ajase-5833	20	59	local	local	ADJ
ajase-5833	20	60	economy	economy	NOUN
ajase-5833	20	61	.	.	PUNCT
ajase-5833	21	1	the	the	DET
ajase-5833	21	2	study	study	NOUN
ajase-5833	21	3	is	be	AUX
ajase-5833	21	4	part	part	NOUN
ajase-5833	21	5	of	of	ADP
ajase-5833	21	6	the	the	DET
ajase-5833	21	7	large	large	ADJ
ajase-5833	21	8	body	body	NOUN
ajase-5833	21	9	of	of	ADP
ajase-5833	21	10	literature	literature	NOUN
ajase-5833	21	11	regarding	regard	VERB
ajase-5833	21	12	fiscal	fiscal	ADJ
ajase-5833	21	13	policy	policy	NOUN
ajase-5833	21	14	in	in	ADP
ajase-5833	21	15	developing	develop	VERB
ajase-5833	21	16	economies	economy	NOUN
ajase-5833	21	17	and	and	CCONJ
ajase-5833	21	18	provides	provide	VERB
ajase-5833	21	19	a	a	DET
ajase-5833	21	20	methodological	methodological	ADJ
ajase-5833	21	21	framework	framework	NOUN
ajase-5833	21	22	that	that	PRON
ajase-5833	21	23	other	other	ADJ
ajase-5833	21	24	researchers	researcher	NOUN
ajase-5833	21	25	can	can	AUX
ajase-5833	21	26	use	use	VERB
ajase-5833	21	27	in	in	ADP
ajase-5833	21	28	a	a	DET
ajase-5833	21	29	similar	similar	ADJ
ajase-5833	21	30	setting	setting	NOUN
ajase-5833	21	31	.	.	PUNCT
ajase-5833	22	1	pa	pa	PROPN
ajase-5833	22	2	ge	ge	PROPN
ajase-5833	22	3	12	12	NUM
ajase-5833	22	4	0	0	NUM
ajase-5833	23	1	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	23	2	am	am	NOUN
ajase-5833	23	3	.	.	PUNCT
ajase-5833	24	1	j.	j.	PROPN
ajase-5833	24	2	appl	appl	PROPN
ajase-5833	24	3	.	.	PROPN
ajase-5833	25	1	stat	stat	PROPN
ajase-5833	25	2	.	.	PUNCT
ajase-5833	26	1	econ	econ	PROPN
ajase-5833	26	2	.	.	PUNCT
ajase-5833	27	1	4(1	4(1	X
ajase-5833	27	2	)	)	PUNCT
ajase-5833	28	1	119	119	NUM
ajase-5833	28	2	-	-	SYM
ajase-5833	28	3	126	126	NUM
ajase-5833	28	4	,	,	PUNCT
ajase-5833	28	5	2025	2025	NUM
ajase-5833	28	6	literature	literature	NOUN
ajase-5833	28	7	review	review	NOUN
ajase-5833	28	8	understanding	understand	VERB
ajase-5833	28	9	government	government	NOUN
ajase-5833	28	10	spending	spending	NOUN
ajase-5833	28	11	government	government	NOUN
ajase-5833	28	12	spending	spending	NOUN
ajase-5833	28	13	,	,	PUNCT
ajase-5833	28	14	also	also	ADV
ajase-5833	28	15	known	know	VERB
ajase-5833	28	16	as	as	ADP
ajase-5833	28	17	public	public	ADJ
ajase-5833	28	18	expenditure	expenditure	NOUN
ajase-5833	28	19	,	,	PUNCT
ajase-5833	28	20	refers	refer	VERB
ajase-5833	28	21	to	to	ADP
ajase-5833	28	22	the	the	DET
ajase-5833	28	23	spending	spending	NOUN
ajase-5833	28	24	made	make	VERB
ajase-5833	28	25	by	by	ADP
ajase-5833	28	26	a	a	DET
ajase-5833	28	27	government	government	NOUN
ajase-5833	28	28	to	to	PART
ajase-5833	28	29	finance	finance	VERB
ajase-5833	28	30	its	its	PRON
ajase-5833	28	31	operations	operation	NOUN
ajase-5833	28	32	and	and	CCONJ
ajase-5833	28	33	functions	function	NOUN
ajase-5833	28	34	(	(	PUNCT
ajase-5833	28	35	stiglitz	stiglitz	PROPN
ajase-5833	28	36	&	&	CCONJ
ajase-5833	28	37	rosengard	rosengard	NOUN
ajase-5833	28	38	,	,	PUNCT
ajase-5833	28	39	2015	2015	NUM
ajase-5833	28	40	)	)	PUNCT
ajase-5833	28	41	.	.	PUNCT
ajase-5833	29	1	it	it	PRON
ajase-5833	29	2	includes	include	VERB
ajase-5833	29	3	current	current	ADJ
ajase-5833	29	4	consumption	consumption	NOUN
ajase-5833	29	5	expenditure	expenditure	NOUN
ajase-5833	29	6	for	for	ADP
ajase-5833	29	7	daily	daily	ADJ
ajase-5833	29	8	operations	operation	NOUN
ajase-5833	29	9	and	and	CCONJ
ajase-5833	29	10	public	public	ADJ
ajase-5833	29	11	servant	servant	NOUN
ajase-5833	29	12	salaries	salary	NOUN
ajase-5833	29	13	,	,	PUNCT
ajase-5833	29	14	capital	capital	NOUN
ajase-5833	29	15	investments	investment	NOUN
ajase-5833	29	16	aimed	aim	VERB
ajase-5833	29	17	at	at	ADP
ajase-5833	29	18	long	long	ADJ
ajase-5833	29	19	-	-	PUNCT
ajase-5833	29	20	term	term	NOUN
ajase-5833	29	21	asset	asset	NOUN
ajase-5833	29	22	creation	creation	NOUN
ajase-5833	29	23	like	like	ADP
ajase-5833	29	24	infrastructure	infrastructure	NOUN
ajase-5833	29	25	for	for	ADP
ajase-5833	29	26	social	social	ADJ
ajase-5833	29	27	welfare	welfare	NOUN
ajase-5833	29	28	programs	program	NOUN
ajase-5833	29	29	and	and	CCONJ
ajase-5833	29	30	income	income	NOUN
ajase-5833	29	31	redistribution	redistribution	NOUN
ajase-5833	29	32	and	and	CCONJ
ajase-5833	29	33	crucially	crucially	ADV
ajase-5833	29	34	,	,	PUNCT
ajase-5833	29	35	interest	interest	NOUN
ajase-5833	29	36	payments	payment	NOUN
ajase-5833	29	37	on	on	ADP
ajase-5833	29	38	government	government	NOUN
ajase-5833	29	39	borrowing	borrowing	NOUN
ajase-5833	29	40	(	(	PUNCT
ajase-5833	29	41	musgrave	musgrave	PROPN
ajase-5833	29	42	&	&	CCONJ
ajase-5833	29	43	musgrave	musgrave	PROPN
ajase-5833	29	44	,	,	PUNCT
ajase-5833	29	45	1980	1980	NUM
ajase-5833	29	46	)	)	PUNCT
ajase-5833	29	47	.	.	PUNCT
ajase-5833	30	1	these	these	DET
ajase-5833	30	2	expenditures	expenditure	NOUN
ajase-5833	30	3	serve	serve	VERB
ajase-5833	30	4	as	as	ADP
ajase-5833	30	5	vital	vital	ADJ
ajase-5833	30	6	tools	tool	NOUN
ajase-5833	30	7	of	of	ADP
ajase-5833	30	8	fiscal	fiscal	ADJ
ajase-5833	30	9	policy	policy	NOUN
ajase-5833	30	10	that	that	PRON
ajase-5833	30	11	directly	directly	ADV
ajase-5833	30	12	influence	influence	VERB
ajase-5833	30	13	macroeconomic	macroeconomic	ADJ
ajase-5833	30	14	variables	variable	NOUN
ajase-5833	30	15	such	such	ADJ
ajase-5833	30	16	as	as	ADP
ajase-5833	30	17	aggregate	aggregate	ADJ
ajase-5833	30	18	demand	demand	NOUN
ajase-5833	30	19	,	,	PUNCT
ajase-5833	30	20	economic	economic	ADJ
ajase-5833	30	21	growth	growth	NOUN
ajase-5833	30	22	and	and	CCONJ
ajase-5833	30	23	employment	employment	NOUN
ajase-5833	30	24	(	(	PUNCT
ajase-5833	30	25	keynes	keyne	NOUN
ajase-5833	30	26	,	,	PUNCT
ajase-5833	30	27	1937	1937	NUM
ajase-5833	30	28	;	;	PUNCT
ajase-5833	30	29	barro	barro	PROPN
ajase-5833	30	30	,	,	PUNCT
ajase-5833	30	31	1990	1990	NUM
ajase-5833	30	32	;	;	PUNCT
ajase-5833	30	33	afonso	afonso	PROPN
ajase-5833	30	34	&	&	CCONJ
ajase-5833	30	35	furceri	furceri	PROPN
ajase-5833	30	36	,	,	PUNCT
ajase-5833	30	37	2010	2010	NUM
ajase-5833	30	38	)	)	PUNCT
ajase-5833	30	39	.	.	PUNCT
ajase-5833	31	1	in	in	ADP
ajase-5833	31	2	developing	develop	VERB
ajase-5833	31	3	countries	country	NOUN
ajase-5833	31	4	like	like	ADP
ajase-5833	31	5	ghana	ghana	PROPN
ajase-5833	31	6	,	,	PUNCT
ajase-5833	31	7	government	government	NOUN
ajase-5833	31	8	expenditure	expenditure	NOUN
ajase-5833	31	9	is	be	AUX
ajase-5833	31	10	of	of	ADP
ajase-5833	31	11	much	much	ADJ
ajase-5833	31	12	concern	concern	NOUN
ajase-5833	31	13	,	,	PUNCT
ajase-5833	31	14	since	since	SCONJ
ajase-5833	31	15	it	it	PRON
ajase-5833	31	16	supports	support	VERB
ajase-5833	31	17	the	the	DET
ajase-5833	31	18	establishment	establishment	NOUN
ajase-5833	31	19	of	of	ADP
ajase-5833	31	20	necessary	necessary	ADJ
ajase-5833	31	21	public	public	ADJ
ajase-5833	31	22	services	service	NOUN
ajase-5833	31	23	,	,	PUNCT
ajase-5833	31	24	fosters	foster	VERB
ajase-5833	31	25	the	the	DET
ajase-5833	31	26	creation	creation	NOUN
ajase-5833	31	27	of	of	ADP
ajase-5833	31	28	supportive	supportive	ADJ
ajase-5833	31	29	infrastructure	infrastructure	NOUN
ajase-5833	31	30	and	and	CCONJ
ajase-5833	31	31	enables	enable	VERB
ajase-5833	31	32	the	the	DET
ajase-5833	31	33	establishment	establishment	NOUN
ajase-5833	31	34	of	of	ADP
ajase-5833	31	35	social	social	ADJ
ajase-5833	31	36	protection	protection	NOUN
ajase-5833	31	37	networks	network	NOUN
ajase-5833	31	38	.	.	PUNCT
ajase-5833	32	1	consequently	consequently	ADV
ajase-5833	32	2	,	,	PUNCT
ajase-5833	32	3	a	a	DET
ajase-5833	32	4	comprehensive	comprehensive	ADJ
ajase-5833	32	5	understanding	understanding	NOUN
ajase-5833	32	6	of	of	ADP
ajase-5833	32	7	its	its	PRON
ajase-5833	32	8	dynamics	dynamic	NOUN
ajase-5833	32	9	is	be	AUX
ajase-5833	32	10	of	of	ADP
ajase-5833	32	11	paramount	paramount	ADJ
ajase-5833	32	12	importance	importance	NOUN
ajase-5833	32	13	for	for	ADP
ajase-5833	32	14	effective	effective	ADJ
ajase-5833	32	15	economic	economic	ADJ
ajase-5833	32	16	governance	governance	NOUN
ajase-5833	32	17	and	and	CCONJ
ajase-5833	32	18	the	the	DET
ajase-5833	32	19	achievement	achievement	NOUN
ajase-5833	32	20	of	of	ADP
ajase-5833	32	21	national	national	ADJ
ajase-5833	32	22	development	development	NOUN
ajase-5833	32	23	goals	goal	NOUN
ajase-5833	32	24	.	.	PUNCT
ajase-5833	33	1	theoretical	theoretical	ADJ
ajase-5833	33	2	foundations	foundation	NOUN
ajase-5833	33	3	of	of	ADP
ajase-5833	33	4	government	government	NOUN
ajase-5833	33	5	spending	spending	NOUN
ajase-5833	33	6	wagner	wagner	PROPN
ajase-5833	33	7	’s	’s	PART
ajase-5833	33	8	law	law	NOUN
ajase-5833	33	9	(	(	PUNCT
ajase-5833	33	10	law	law	NOUN
ajase-5833	33	11	of	of	ADP
ajase-5833	33	12	increasing	increase	VERB
ajase-5833	33	13	state	state	NOUN
ajase-5833	33	14	activity	activity	NOUN
ajase-5833	33	15	)	)	PUNCT
ajase-5833	33	16	this	this	DET
ajase-5833	33	17	hypothesis	hypothesis	NOUN
ajase-5833	33	18	was	be	AUX
ajase-5833	33	19	proposed	propose	VERB
ajase-5833	33	20	by	by	ADP
ajase-5833	33	21	adolph	adolph	PROPN
ajase-5833	33	22	wagner	wagner	PROPN
ajase-5833	33	23	in	in	ADP
ajase-5833	33	24	the	the	DET
ajase-5833	33	25	late	late	ADJ
ajase-5833	33	26	1800s	1800	NOUN
ajase-5833	33	27	and	and	CCONJ
ajase-5833	33	28	has	have	AUX
ajase-5833	33	29	been	be	AUX
ajase-5833	33	30	the	the	DET
ajase-5833	33	31	subject	subject	NOUN
ajase-5833	33	32	of	of	ADP
ajase-5833	33	33	several	several	ADJ
ajase-5833	33	34	studies	study	NOUN
ajase-5833	33	35	.	.	PUNCT
ajase-5833	34	1	the	the	DET
ajase-5833	34	2	hypothesis	hypothesis	NOUN
ajase-5833	34	3	suggests	suggest	VERB
ajase-5833	34	4	that	that	SCONJ
ajase-5833	34	5	as	as	SCONJ
ajase-5833	34	6	economic	economic	ADJ
ajase-5833	34	7	development	development	NOUN
ajase-5833	34	8	indicators	indicator	NOUN
ajase-5833	34	9	such	such	ADJ
ajase-5833	34	10	as	as	ADP
ajase-5833	34	11	rising	rise	VERB
ajase-5833	34	12	per	per	ADP
ajase-5833	34	13	capita	capita	NOUN
ajase-5833	34	14	income	income	NOUN
ajase-5833	34	15	,	,	PUNCT
ajase-5833	34	16	industrialization	industrialization	NOUN
ajase-5833	34	17	and	and	CCONJ
ajase-5833	34	18	public	public	ADJ
ajase-5833	34	19	sector	sector	NOUN
ajase-5833	34	20	expansion	expansion	NOUN
ajase-5833	34	21	improve	improve	VERB
ajase-5833	34	22	,	,	PUNCT
ajase-5833	34	23	government	government	NOUN
ajase-5833	34	24	expenditure	expenditure	NOUN
ajase-5833	34	25	is	be	AUX
ajase-5833	34	26	also	also	ADV
ajase-5833	34	27	expected	expect	VERB
ajase-5833	34	28	to	to	PART
ajase-5833	34	29	increase	increase	VERB
ajase-5833	34	30	correspondingly	correspondingly	ADV
ajase-5833	34	31	.	.	PUNCT
ajase-5833	35	1	with	with	ADP
ajase-5833	35	2	a	a	DET
ajase-5833	35	3	rise	rise	NOUN
ajase-5833	35	4	in	in	ADP
ajase-5833	35	5	the	the	DET
ajase-5833	35	6	number	number	NOUN
ajase-5833	35	7	of	of	ADP
ajase-5833	35	8	nations	nation	NOUN
ajase-5833	35	9	that	that	PRON
ajase-5833	35	10	are	be	AUX
ajase-5833	35	11	getting	get	VERB
ajase-5833	35	12	richer	rich	ADJ
ajase-5833	35	13	,	,	PUNCT
ajase-5833	35	14	there	there	PRON
ajase-5833	35	15	is	be	VERB
ajase-5833	35	16	a	a	DET
ajase-5833	35	17	growing	grow	VERB
ajase-5833	35	18	need	need	NOUN
ajase-5833	35	19	for	for	ADP
ajase-5833	35	20	public	public	ADJ
ajase-5833	35	21	goods	good	NOUN
ajase-5833	35	22	and	and	CCONJ
ajase-5833	35	23	services	service	NOUN
ajase-5833	35	24	(	(	PUNCT
ajase-5833	35	25	education	education	NOUN
ajase-5833	35	26	,	,	PUNCT
ajase-5833	35	27	healthcare	healthcare	PROPN
ajase-5833	35	28	,	,	PUNCT
ajase-5833	35	29	and	and	CCONJ
ajase-5833	35	30	infrastructure	infrastructure	NOUN
ajase-5833	35	31	,	,	PUNCT
ajase-5833	35	32	etc	etc	X
ajase-5833	35	33	.	.	X
ajase-5833	35	34	)	)	PUNCT
ajase-5833	35	35	,	,	PUNCT
ajase-5833	35	36	as	as	ADV
ajase-5833	35	37	well	well	ADV
ajase-5833	35	38	as	as	ADP
ajase-5833	35	39	the	the	DET
ajase-5833	35	40	nature	nature	NOUN
ajase-5833	35	41	of	of	ADP
ajase-5833	35	42	administrative	administrative	ADJ
ajase-5833	35	43	and	and	CCONJ
ajase-5833	35	44	legal	legal	ADJ
ajase-5833	35	45	operations	operation	NOUN
ajase-5833	35	46	,	,	PUNCT
ajase-5833	35	47	which	which	PRON
ajase-5833	35	48	have	have	AUX
ajase-5833	35	49	also	also	ADV
ajase-5833	35	50	seen	see	VERB
ajase-5833	35	51	government	government	NOUN
ajase-5833	35	52	expenditures	expenditure	NOUN
ajase-5833	35	53	rise	rise	VERB
ajase-5833	35	54	(	(	PUNCT
ajase-5833	35	55	wagner	wagner	NOUN
ajase-5833	35	56	,	,	PUNCT
ajase-5833	35	57	1883	1883	NUM
ajase-5833	35	58	)	)	PUNCT
ajase-5833	35	59	.	.	PUNCT
ajase-5833	36	1	in	in	ADP
ajase-5833	36	2	some	some	DET
ajase-5833	36	3	regions	region	NOUN
ajase-5833	36	4	around	around	ADP
ajase-5833	36	5	the	the	DET
ajase-5833	36	6	world	world	NOUN
ajase-5833	36	7	,	,	PUNCT
ajase-5833	36	8	not	not	PART
ajase-5833	36	9	everyone	everyone	PRON
ajase-5833	36	10	has	have	AUX
ajase-5833	36	11	supported	support	VERB
ajase-5833	36	12	this	this	DET
ajase-5833	36	13	theoretical	theoretical	ADJ
ajase-5833	36	14	evidence	evidence	NOUN
ajase-5833	36	15	,	,	PUNCT
ajase-5833	36	16	although	although	SCONJ
ajase-5833	36	17	some	some	DET
ajase-5833	36	18	studies	study	NOUN
ajase-5833	36	19	conducted	conduct	VERB
ajase-5833	36	20	in	in	ADP
ajase-5833	36	21	ghana	ghana	PROPN
ajase-5833	36	22	have	have	AUX
ajase-5833	36	23	supported	support	VERB
ajase-5833	36	24	the	the	DET
ajase-5833	36	25	use	use	NOUN
ajase-5833	36	26	of	of	ADP
ajase-5833	36	27	this	this	DET
ajase-5833	36	28	law	law	NOUN
ajase-5833	36	29	,	,	PUNCT
ajase-5833	36	30	which	which	PRON
ajase-5833	36	31	implies	imply	VERB
ajase-5833	36	32	that	that	SCONJ
ajase-5833	36	33	the	the	DET
ajase-5833	36	34	growth	growth	NOUN
ajase-5833	36	35	of	of	ADP
ajase-5833	36	36	the	the	DET
ajase-5833	36	37	economy	economy	NOUN
ajase-5833	36	38	results	result	VERB
ajase-5833	36	39	in	in	ADP
ajase-5833	36	40	higher	high	ADJ
ajase-5833	36	41	levels	level	NOUN
ajase-5833	36	42	of	of	ADP
ajase-5833	36	43	government	government	NOUN
ajase-5833	36	44	spending	spending	NOUN
ajase-5833	36	45	in	in	ADP
ajase-5833	36	46	the	the	DET
ajase-5833	36	47	ghanaian	ghanaian	ADJ
ajase-5833	36	48	economy	economy	NOUN
ajase-5833	36	49	(	(	PUNCT
ajase-5833	36	50	keho	keho	NOUN
ajase-5833	36	51	,	,	PUNCT
ajase-5833	36	52	2016	2016	NUM
ajase-5833	36	53	)	)	PUNCT
ajase-5833	36	54	.	.	PUNCT
ajase-5833	37	1	peacock	peacock	NOUN
ajase-5833	37	2	-	-	PUNCT
ajase-5833	37	3	wiseman	wiseman	PROPN
ajase-5833	37	4	hypothesis	hypothesis	NOUN
ajase-5833	37	5	(	(	PUNCT
ajase-5833	37	6	displacement	displacement	ADJ
ajase-5833	37	7	effect	effect	NOUN
ajase-5833	37	8	)	)	PUNCT
ajase-5833	37	9	contrary	contrary	ADV
ajase-5833	37	10	to	to	ADP
ajase-5833	37	11	the	the	DET
ajase-5833	37	12	smooth	smooth	ADJ
ajase-5833	37	13	rise	rise	NOUN
ajase-5833	37	14	that	that	PRON
ajase-5833	37	15	wagner	wagner	PROPN
ajase-5833	37	16	suggested	suggest	VERB
ajase-5833	37	17	,	,	PUNCT
ajase-5833	37	18	peacock	peacock	NOUN
ajase-5833	37	19	and	and	CCONJ
ajase-5833	37	20	wiseman	wiseman	PROPN
ajase-5833	37	21	(	(	PUNCT
ajase-5833	37	22	1961	1961	NUM
ajase-5833	37	23	)	)	PUNCT
ajase-5833	37	24	proposed	propose	VERB
ajase-5833	37	25	that	that	SCONJ
ajase-5833	37	26	spending	spending	NOUN
ajase-5833	37	27	by	by	ADP
ajase-5833	37	28	governments	government	NOUN
ajase-5833	37	29	does	do	AUX
ajase-5833	37	30	not	not	PART
ajase-5833	37	31	rise	rise	VERB
ajase-5833	37	32	progressively	progressively	ADV
ajase-5833	37	33	but	but	CCONJ
ajase-5833	37	34	in	in	ADP
ajase-5833	37	35	a	a	DET
ajase-5833	37	36	sequential	sequential	ADJ
ajase-5833	37	37	manner	manner	NOUN
ajase-5833	37	38	in	in	ADP
ajase-5833	37	39	jumps	jump	NOUN
ajase-5833	37	40	.	.	PUNCT
ajase-5833	38	1	the	the	DET
ajase-5833	38	2	causes	cause	NOUN
ajase-5833	38	3	of	of	ADP
ajase-5833	38	4	these	these	DET
ajase-5833	38	5	jumps	jump	NOUN
ajase-5833	38	6	are	be	AUX
ajase-5833	38	7	mostly	mostly	ADV
ajase-5833	38	8	social	social	ADJ
ajase-5833	38	9	upheavals	upheaval	NOUN
ajase-5833	38	10	such	such	ADJ
ajase-5833	38	11	as	as	ADP
ajase-5833	38	12	wars	war	NOUN
ajase-5833	38	13	,	,	PUNCT
ajase-5833	38	14	natural	natural	ADJ
ajase-5833	38	15	disasters	disaster	NOUN
ajase-5833	38	16	,	,	PUNCT
ajase-5833	38	17	or	or	CCONJ
ajase-5833	38	18	a	a	DET
ajase-5833	38	19	major	major	ADJ
ajase-5833	38	20	economic	economic	ADJ
ajase-5833	38	21	crisis	crisis	NOUN
ajase-5833	38	22	.	.	PUNCT
ajase-5833	39	1	in	in	ADP
ajase-5833	39	2	times	time	NOUN
ajase-5833	39	3	like	like	ADP
ajase-5833	39	4	these	these	PRON
ajase-5833	39	5	,	,	PUNCT
ajase-5833	39	6	those	those	DET
ajase-5833	39	7	societies	society	NOUN
ajase-5833	39	8	can	can	AUX
ajase-5833	39	9	live	live	VERB
ajase-5833	39	10	with	with	ADP
ajase-5833	39	11	increased	increase	VERB
ajase-5833	39	12	taxation	taxation	NOUN
ajase-5833	39	13	to	to	PART
ajase-5833	39	14	fund	fund	VERB
ajase-5833	39	15	higher	high	ADJ
ajase-5833	39	16	government	government	NOUN
ajase-5833	39	17	spending	spending	NOUN
ajase-5833	39	18	.	.	PUNCT
ajase-5833	40	1	after	after	SCONJ
ajase-5833	40	2	the	the	DET
ajase-5833	40	3	crisis	crisis	NOUN
ajase-5833	40	4	passes	pass	VERB
ajase-5833	40	5	,	,	PUNCT
ajase-5833	40	6	increased	increase	VERB
ajase-5833	40	7	government	government	NOUN
ajase-5833	40	8	spending	spending	NOUN
ajase-5833	40	9	and	and	CCONJ
ajase-5833	40	10	taxation	taxation	NOUN
ajase-5833	40	11	made	make	VERB
ajase-5833	40	12	during	during	ADP
ajase-5833	40	13	its	its	PRON
ajase-5833	40	14	high	high	ADJ
ajase-5833	40	15	points	point	NOUN
ajase-5833	40	16	are	be	AUX
ajase-5833	40	17	likely	likely	ADJ
ajase-5833	40	18	to	to	PART
ajase-5833	40	19	continue	continue	VERB
ajase-5833	40	20	,	,	PUNCT
ajase-5833	40	21	as	as	SCONJ
ajase-5833	40	22	people	people	NOUN
ajase-5833	40	23	get	get	VERB
ajase-5833	40	24	accustomed	accustomed	ADJ
ajase-5833	40	25	to	to	ADP
ajase-5833	40	26	a	a	DET
ajase-5833	40	27	greater	great	ADJ
ajase-5833	40	28	governmental	governmental	ADJ
ajase-5833	40	29	role	role	NOUN
ajase-5833	40	30	and	and	CCONJ
ajase-5833	40	31	the	the	DET
ajase-5833	40	32	new	new	ADJ
ajase-5833	40	33	services	service	NOUN
ajase-5833	40	34	the	the	DET
ajase-5833	40	35	government	government	NOUN
ajase-5833	40	36	provides	provide	VERB
ajase-5833	40	37	.	.	PUNCT
ajase-5833	41	1	this	this	DET
ajase-5833	41	2	displacement	displacement	ADJ
ajase-5833	41	3	effect	effect	NOUN
ajase-5833	41	4	,	,	PUNCT
ajase-5833	41	5	in	in	ADP
ajase-5833	41	6	addition	addition	NOUN
ajase-5833	41	7	to	to	ADP
ajase-5833	41	8	an	an	DET
ajase-5833	41	9	inspection	inspection	NOUN
ajase-5833	41	10	effect	effect	NOUN
ajase-5833	41	11	(	(	PUNCT
ajase-5833	41	12	reassessment	reassessment	NOUN
ajase-5833	41	13	of	of	ADP
ajase-5833	41	14	acceptable	acceptable	ADJ
ajase-5833	41	15	levels	level	NOUN
ajase-5833	41	16	of	of	ADP
ajase-5833	41	17	taxes	taxis	NOUN
ajase-5833	41	18	by	by	ADP
ajase-5833	41	19	the	the	DET
ajase-5833	41	20	people	people	NOUN
ajase-5833	41	21	)	)	PUNCT
ajase-5833	41	22	and	and	CCONJ
ajase-5833	41	23	a	a	DET
ajase-5833	41	24	concentration	concentration	NOUN
ajase-5833	41	25	effect	effect	NOUN
ajase-5833	41	26	(	(	PUNCT
ajase-5833	41	27	central	central	ADJ
ajase-5833	41	28	government	government	NOUN
ajase-5833	41	29	increases	increase	VERB
ajase-5833	41	30	its	its	PRON
ajase-5833	41	31	limits	limit	NOUN
ajase-5833	41	32	)	)	PUNCT
ajase-5833	41	33	,	,	PUNCT
ajase-5833	41	34	results	result	VERB
ajase-5833	41	35	in	in	ADP
ajase-5833	41	36	a	a	DET
ajase-5833	41	37	higher	high	ADJ
ajase-5833	41	38	permanent	permanent	ADJ
ajase-5833	41	39	plateau	plateau	NOUN
ajase-5833	41	40	of	of	ADP
ajase-5833	41	41	government	government	NOUN
ajase-5833	41	42	spending	spending	NOUN
ajase-5833	41	43	(	(	PUNCT
ajase-5833	41	44	peacock	peacock	NOUN
ajase-5833	41	45	&	&	CCONJ
ajase-5833	41	46	wiseman	wiseman	PROPN
ajase-5833	41	47	,	,	PUNCT
ajase-5833	41	48	1961	1961	NUM
ajase-5833	41	49	;	;	PUNCT
ajase-5833	41	50	ocran	ocran	ADJ
ajase-5833	41	51	,	,	PUNCT
ajase-5833	41	52	2011	2011	NUM
ajase-5833	41	53	)	)	PUNCT
ajase-5833	41	54	.	.	PUNCT
ajase-5833	42	1	the	the	DET
ajase-5833	42	2	history	history	NOUN
ajase-5833	42	3	of	of	ADP
ajase-5833	42	4	economic	economic	ADJ
ajase-5833	42	5	shocks	shock	NOUN
ajase-5833	42	6	and	and	CCONJ
ajase-5833	42	7	structural	structural	ADJ
ajase-5833	42	8	adjustment	adjustment	NOUN
ajase-5833	42	9	programs	program	NOUN
ajase-5833	42	10	in	in	ADP
ajase-5833	42	11	ghana	ghana	PROPN
ajase-5833	42	12	proves	prove	VERB
ajase-5833	42	13	an	an	DET
ajase-5833	42	14	excellent	excellent	ADJ
ajase-5833	42	15	testing	testing	NOUN
ajase-5833	42	16	arena	arena	NOUN
ajase-5833	42	17	for	for	ADP
ajase-5833	42	18	this	this	DET
ajase-5833	42	19	hypothesis	hypothesis	NOUN
ajase-5833	42	20	.	.	PUNCT
ajase-5833	43	1	keynesian	keynesian	ADJ
ajase-5833	43	2	theory	theory	NOUN
ajase-5833	43	3	in	in	ADP
ajase-5833	43	4	the	the	DET
ajase-5833	43	5	keynesian	keynesian	ADJ
ajase-5833	43	6	approach	approach	NOUN
ajase-5833	43	7	,	,	PUNCT
ajase-5833	43	8	government	government	NOUN
ajase-5833	43	9	spending	spending	NOUN
ajase-5833	43	10	is	be	AUX
ajase-5833	43	11	considered	consider	VERB
ajase-5833	43	12	an	an	DET
ajase-5833	43	13	exogenous	exogenous	ADJ
ajase-5833	43	14	variable	variable	NOUN
ajase-5833	43	15	and	and	CCONJ
ajase-5833	43	16	a	a	DET
ajase-5833	43	17	method	method	NOUN
ajase-5833	43	18	of	of	ADP
ajase-5833	43	19	stabilizing	stabilize	VERB
ajase-5833	43	20	the	the	DET
ajase-5833	43	21	economy	economy	NOUN
ajase-5833	43	22	.	.	PUNCT
ajase-5833	44	1	the	the	DET
ajase-5833	44	2	expansion	expansion	NOUN
ajase-5833	44	3	in	in	ADP
ajase-5833	44	4	government	government	NOUN
ajase-5833	44	5	expenditure	expenditure	NOUN
ajase-5833	44	6	increases	increase	VERB
ajase-5833	44	7	aggregate	aggregate	ADJ
ajase-5833	44	8	demand	demand	NOUN
ajase-5833	44	9	when	when	SCONJ
ajase-5833	44	10	there	there	PRON
ajase-5833	44	11	is	be	VERB
ajase-5833	44	12	no	no	DET
ajase-5833	44	13	growth	growth	NOUN
ajase-5833	44	14	and	and	CCONJ
ajase-5833	44	15	aggregate	aggregate	ADJ
ajase-5833	44	16	demand	demand	NOUN
ajase-5833	44	17	is	be	AUX
ajase-5833	44	18	at	at	ADP
ajase-5833	44	19	its	its	PRON
ajase-5833	44	20	lowest	low	ADJ
ajase-5833	44	21	,	,	PUNCT
ajase-5833	44	22	particularly	particularly	ADV
ajase-5833	44	23	during	during	ADP
ajase-5833	44	24	a	a	DET
ajase-5833	44	25	recession	recession	NOUN
ajase-5833	44	26	,	,	PUNCT
ajase-5833	44	27	by	by	ADP
ajase-5833	44	28	way	way	NOUN
ajase-5833	44	29	of	of	ADP
ajase-5833	44	30	a	a	DET
ajase-5833	44	31	multiplier	multipli	ADJ
ajase-5833	44	32	effect	effect	NOUN
ajase-5833	44	33	,	,	PUNCT
ajase-5833	44	34	thus	thus	ADV
ajase-5833	44	35	affecting	affect	VERB
ajase-5833	44	36	economic	economic	ADJ
ajase-5833	44	37	development	development	NOUN
ajase-5833	44	38	and	and	CCONJ
ajase-5833	44	39	employment	employment	NOUN
ajase-5833	44	40	(	(	PUNCT
ajase-5833	44	41	keynes	keyne	NOUN
ajase-5833	44	42	,	,	PUNCT
ajase-5833	44	43	1937	1937	NUM
ajase-5833	44	44	)	)	PUNCT
ajase-5833	44	45	.	.	PUNCT
ajase-5833	45	1	it	it	PRON
ajase-5833	45	2	means	mean	VERB
ajase-5833	45	3	that	that	SCONJ
ajase-5833	45	4	fiscal	fiscal	ADJ
ajase-5833	45	5	policy	policy	NOUN
ajase-5833	45	6	actively	actively	ADV
ajase-5833	45	7	participates	participate	VERB
ajase-5833	45	8	in	in	ADP
ajase-5833	45	9	economic	economic	ADJ
ajase-5833	45	10	cycle	cycle	NOUN
ajase-5833	45	11	management	management	NOUN
ajase-5833	45	12	,	,	PUNCT
ajase-5833	45	13	which	which	PRON
ajase-5833	45	14	proposes	propose	VERB
ajase-5833	45	15	an	an	DET
ajase-5833	45	16	idea	idea	NOUN
ajase-5833	45	17	of	of	ADP
ajase-5833	45	18	countercyclical	countercyclical	ADJ
ajase-5833	45	19	spending	spending	NOUN
ajase-5833	45	20	to	to	PART
ajase-5833	45	21	counterbalance	counterbalance	VERB
ajase-5833	45	22	the	the	DET
ajase-5833	45	23	fluctuations	fluctuation	NOUN
ajase-5833	45	24	in	in	ADP
ajase-5833	45	25	the	the	DET
ajase-5833	45	26	private	private	ADJ
ajase-5833	45	27	sector	sector	NOUN
ajase-5833	45	28	(	(	PUNCT
ajase-5833	45	29	imf	imf	PROPN
ajase-5833	45	30	,	,	PUNCT
ajase-5833	45	31	2014	2014	NUM
ajase-5833	45	32	)	)	PUNCT
ajase-5833	45	33	.	.	PUNCT
ajase-5833	46	1	empirical	empirical	ADJ
ajase-5833	46	2	review	review	VERB
ajase-5833	46	3	the	the	DET
ajase-5833	46	4	connection	connection	NOUN
ajase-5833	46	5	between	between	ADP
ajase-5833	46	6	government	government	NOUN
ajase-5833	46	7	expenditure	expenditure	NOUN
ajase-5833	46	8	and	and	CCONJ
ajase-5833	46	9	macroeconomic	macroeconomic	ADJ
ajase-5833	46	10	measures	measure	NOUN
ajase-5833	46	11	has	have	AUX
ajase-5833	46	12	been	be	AUX
ajase-5833	46	13	studied	study	VERB
ajase-5833	46	14	extensively	extensively	ADV
ajase-5833	46	15	,	,	PUNCT
ajase-5833	46	16	with	with	ADP
ajase-5833	46	17	studies	study	NOUN
ajase-5833	46	18	frequently	frequently	ADV
ajase-5833	46	19	using	use	VERB
ajase-5833	46	20	a	a	DET
ajase-5833	46	21	diversity	diversity	NOUN
ajase-5833	46	22	of	of	ADP
ajase-5833	46	23	econometric	econometric	ADJ
ajase-5833	46	24	methods	method	NOUN
ajase-5833	46	25	to	to	PART
ajase-5833	46	26	ensure	ensure	VERB
ajase-5833	46	27	a	a	DET
ajase-5833	46	28	variety	variety	NOUN
ajase-5833	46	29	of	of	ADP
ajase-5833	46	30	national	national	ADJ
ajase-5833	46	31	economies	economy	NOUN
ajase-5833	46	32	(	(	PUNCT
ajase-5833	46	33	gemmell	gemmell	PROPN
ajase-5833	46	34	et	et	PROPN
ajase-5833	46	35	al	al	PROPN
ajase-5833	46	36	,	,	PUNCT
ajase-5833	46	37	2011	2011	NUM
ajase-5833	46	38	;	;	PUNCT
ajase-5833	46	39	gupta	gupta	PROPN
ajase-5833	46	40	et	et	PROPN
ajase-5833	46	41	al	al	PROPN
ajase-5833	46	42	.	.	PROPN
ajase-5833	46	43	,	,	PUNCT
ajase-5833	46	44	2005	2005	NUM
ajase-5833	46	45	)	)	PUNCT
ajase-5833	46	46	.	.	PUNCT
ajase-5833	47	1	gdp	gdp	NOUN
ajase-5833	47	2	growth	growth	NOUN
ajase-5833	47	3	has	have	AUX
ajase-5833	47	4	always	always	ADV
ajase-5833	47	5	been	be	AUX
ajase-5833	47	6	associated	associate	VERB
ajase-5833	47	7	with	with	ADP
ajase-5833	47	8	government	government	NOUN
ajase-5833	47	9	expenditure	expenditure	NOUN
ajase-5833	47	10	.	.	PUNCT
ajase-5833	48	1	to	to	PART
ajase-5833	48	2	illustrate	illustrate	VERB
ajase-5833	48	3	this	this	PRON
ajase-5833	48	4	,	,	PUNCT
ajase-5833	48	5	afonso	afonso	PROPN
ajase-5833	48	6	and	and	CCONJ
ajase-5833	48	7	jalles	jalle	NOUN
ajase-5833	48	8	(	(	PUNCT
ajase-5833	48	9	2016	2016	NUM
ajase-5833	48	10	)	)	PUNCT
ajase-5833	48	11	,	,	PUNCT
ajase-5833	48	12	in	in	ADP
ajase-5833	48	13	a	a	DET
ajase-5833	48	14	panel	panel	NOUN
ajase-5833	48	15	var	var	NOUN
ajase-5833	48	16	model	model	NOUN
ajase-5833	48	17	of	of	ADP
ajase-5833	48	18	28	28	NUM
ajase-5833	48	19	eu	eu	PROPN
ajase-5833	48	20	countries	country	NOUN
ajase-5833	48	21	,	,	PUNCT
ajase-5833	48	22	discovered	discover	VERB
ajase-5833	48	23	that	that	SCONJ
ajase-5833	48	24	economic	economic	ADJ
ajase-5833	48	25	growth	growth	NOUN
ajase-5833	48	26	is	be	AUX
ajase-5833	48	27	usually	usually	ADV
ajase-5833	48	28	accompanied	accompany	VERB
ajase-5833	48	29	by	by	ADP
ajase-5833	48	30	higher	high	ADJ
ajase-5833	48	31	government	government	NOUN
ajase-5833	48	32	expenditure	expenditure	NOUN
ajase-5833	48	33	,	,	PUNCT
ajase-5833	48	34	which	which	PRON
ajase-5833	48	35	implies	imply	VERB
ajase-5833	48	36	procyclical	procyclical	ADJ
ajase-5833	48	37	fiscal	fiscal	ADJ
ajase-5833	48	38	behaviour	behaviour	NOUN
ajase-5833	48	39	in	in	ADP
ajase-5833	48	40	most	most	ADJ
ajase-5833	48	41	of	of	ADP
ajase-5833	48	42	the	the	DET
ajase-5833	48	43	eu	eu	PROPN
ajase-5833	48	44	member	member	NOUN
ajase-5833	48	45	states	state	NOUN
ajase-5833	48	46	.	.	PUNCT
ajase-5833	49	1	similarly	similarly	ADV
ajase-5833	49	2	,	,	PUNCT
ajase-5833	49	3	gali	gali	ADJ
ajase-5833	49	4	and	and	CCONJ
ajase-5833	49	5	perotti	perotti	PROPN
ajase-5833	49	6	(	(	PUNCT
ajase-5833	49	7	2003	2003	NUM
ajase-5833	49	8	)	)	PUNCT
ajase-5833	49	9	used	use	VERB
ajase-5833	49	10	a	a	DET
ajase-5833	49	11	structural	structural	ADJ
ajase-5833	49	12	var	var	NOUN
ajase-5833	49	13	model	model	NOUN
ajase-5833	49	14	across	across	ADP
ajase-5833	49	15	oecd	oecd	PROPN
ajase-5833	49	16	countries	country	NOUN
ajase-5833	49	17	,	,	PUNCT
ajase-5833	49	18	including	include	VERB
ajase-5833	49	19	germany	germany	PROPN
ajase-5833	49	20	,	,	PUNCT
ajase-5833	49	21	france	france	PROPN
ajase-5833	49	22	,	,	PUNCT
ajase-5833	49	23	the	the	DET
ajase-5833	49	24	uk	uk	PROPN
ajase-5833	49	25	and	and	CCONJ
ajase-5833	49	26	the	the	DET
ajase-5833	49	27	us	us	PROPN
ajase-5833	49	28	,	,	PUNCT
ajase-5833	49	29	to	to	PART
ajase-5833	49	30	argue	argue	VERB
ajase-5833	49	31	that	that	SCONJ
ajase-5833	49	32	fiscal	fiscal	ADJ
ajase-5833	49	33	policies	policy	NOUN
ajase-5833	49	34	moderate	moderate	ADJ
ajase-5833	49	35	toward	toward	ADP
ajase-5833	49	36	the	the	DET
ajase-5833	49	37	direction	direction	NOUN
ajase-5833	49	38	of	of	ADP
ajase-5833	49	39	expansion	expansion	NOUN
ajase-5833	49	40	during	during	ADP
ajase-5833	49	41	economic	economic	ADJ
ajase-5833	49	42	booms	boom	NOUN
ajase-5833	49	43	as	as	SCONJ
ajase-5833	49	44	governments	government	NOUN
ajase-5833	49	45	spend	spend	VERB
ajase-5833	49	46	on	on	ADP
ajase-5833	49	47	government	government	NOUN
ajase-5833	49	48	services	service	NOUN
ajase-5833	49	49	and	and	CCONJ
ajase-5833	49	50	infrastructure	infrastructure	NOUN
ajase-5833	49	51	.	.	PUNCT
ajase-5833	50	1	in	in	ADP
ajase-5833	50	2	ghana	ghana	PROPN
ajase-5833	50	3	,	,	PUNCT
ajase-5833	50	4	mensah	mensah	PROPN
ajase-5833	50	5	and	and	CCONJ
ajase-5833	50	6	adukpo	adukpo	NOUN
ajase-5833	50	7	(	(	PUNCT
ajase-5833	50	8	2025	2025	NUM
ajase-5833	50	9	)	)	PUNCT
ajase-5833	50	10	used	use	VERB
ajase-5833	50	11	a	a	DET
ajase-5833	50	12	multiple	multiple	ADJ
ajase-5833	50	13	regression	regression	NOUN
ajase-5833	50	14	model	model	NOUN
ajase-5833	50	15	and	and	CCONJ
ajase-5833	50	16	found	find	VERB
ajase-5833	50	17	that	that	SCONJ
ajase-5833	50	18	capital	capital	NOUN
ajase-5833	50	19	expenditure	expenditure	NOUN
ajase-5833	50	20	is	be	AUX
ajase-5833	50	21	a	a	DET
ajase-5833	50	22	significant	significant	ADJ
ajase-5833	50	23	determinant	determinant	NOUN
ajase-5833	50	24	of	of	ADP
ajase-5833	50	25	economic	economic	ADJ
ajase-5833	50	26	growth	growth	NOUN
ajase-5833	50	27	,	,	PUNCT
ajase-5833	50	28	though	though	SCONJ
ajase-5833	50	29	recurrent	recurrent	ADJ
ajase-5833	50	30	expenditure	expenditure	NOUN
ajase-5833	50	31	increased	increase	VERB
ajase-5833	50	32	economic	economic	ADJ
ajase-5833	50	33	growth	growth	NOUN
ajase-5833	50	34	positively	positively	ADV
ajase-5833	50	35	but	but	CCONJ
ajase-5833	50	36	was	be	AUX
ajase-5833	50	37	not	not	PART
ajase-5833	50	38	significant	significant	ADJ
ajase-5833	50	39	.	.	PUNCT
ajase-5833	51	1	these	these	DET
ajase-5833	51	2	implications	implication	NOUN
ajase-5833	51	3	highlight	highlight	VERB
ajase-5833	51	4	the	the	DET
ajase-5833	51	5	point	point	NOUN
ajase-5833	51	6	that	that	SCONJ
ajase-5833	51	7	the	the	DET
ajase-5833	51	8	growth	growth	NOUN
ajase-5833	51	9	in	in	ADP
ajase-5833	51	10	gdp	gdp	NOUN
ajase-5833	51	11	leads	lead	VERB
ajase-5833	51	12	to	to	AUX
ajase-5833	51	13	not	not	PART
ajase-5833	51	14	only	only	ADV
ajase-5833	51	15	widened	widen	VERB
ajase-5833	51	16	fiscal	fiscal	ADJ
ajase-5833	51	17	space	space	NOUN
ajase-5833	51	18	but	but	CCONJ
ajase-5833	51	19	also	also	ADV
ajase-5833	51	20	a	a	DET
ajase-5833	51	21	shift	shift	NOUN
ajase-5833	51	22	in	in	ADP
ajase-5833	51	23	policy	policy	NOUN
ajase-5833	51	24	inclinations	inclination	NOUN
ajase-5833	51	25	that	that	PRON
ajase-5833	51	26	could	could	AUX
ajase-5833	51	27	be	be	AUX
ajase-5833	51	28	achieved	achieve	VERB
ajase-5833	51	29	by	by	ADP
ajase-5833	51	30	increasing	increase	VERB
ajase-5833	51	31	investment	investment	NOUN
ajase-5833	51	32	on	on	ADP
ajase-5833	51	33	a	a	DET
ajase-5833	51	34	larger	large	ADJ
ajase-5833	51	35	scale	scale	NOUN
ajase-5833	51	36	in	in	ADP
ajase-5833	51	37	the	the	DET
ajase-5833	51	38	public	public	ADJ
ajase-5833	51	39	sector	sector	NOUN
ajase-5833	51	40	.	.	PUNCT
ajase-5833	52	1	inflation	inflation	NOUN
ajase-5833	52	2	,	,	PUNCT
ajase-5833	52	3	on	on	ADP
ajase-5833	52	4	the	the	DET
ajase-5833	52	5	other	other	ADJ
ajase-5833	52	6	hand	hand	NOUN
ajase-5833	52	7	,	,	PUNCT
ajase-5833	52	8	has	have	AUX
ajase-5833	52	9	played	play	VERB
ajase-5833	52	10	a	a	DET
ajase-5833	52	11	more	more	ADV
ajase-5833	52	12	complex	complex	ADJ
ajase-5833	52	13	role	role	NOUN
ajase-5833	52	14	in	in	ADP
ajase-5833	52	15	government	government	NOUN
ajase-5833	52	16	spending	spending	NOUN
ajase-5833	52	17	.	.	PUNCT
ajase-5833	53	1	high	high	ADJ
ajase-5833	53	2	inflation	inflation	NOUN
ajase-5833	53	3	erodes	erode	VERB
ajase-5833	53	4	the	the	DET
ajase-5833	53	5	real	real	ADJ
ajase-5833	53	6	value	value	NOUN
ajase-5833	53	7	of	of	ADP
ajase-5833	53	8	government	government	NOUN
ajase-5833	53	9	budgets	budget	NOUN
ajase-5833	53	10	and	and	CCONJ
ajase-5833	53	11	complicates	complicate	VERB
ajase-5833	53	12	longterm	longterm	VERB
ajase-5833	53	13	fiscal	fiscal	ADJ
ajase-5833	53	14	planning	planning	NOUN
ajase-5833	53	15	.	.	PUNCT
ajase-5833	54	1	for	for	ADP
ajase-5833	54	2	instance	instance	NOUN
ajase-5833	54	3	,	,	PUNCT
ajase-5833	54	4	lithuania	lithuania	PROPN
ajase-5833	54	5	et	et	PROPN
ajase-5833	54	6	al	al	PROPN
ajase-5833	54	7	.	.	PROPN
ajase-5833	55	1	(	(	PUNCT
ajase-5833	55	2	2012	2012	NUM
ajase-5833	55	3	)	)	PUNCT
ajase-5833	55	4	,	,	PUNCT
ajase-5833	55	5	using	use	VERB
ajase-5833	55	6	vecm	vecm	NOUN
ajase-5833	55	7	and	and	CCONJ
ajase-5833	55	8	granger	granger	PROPN
ajase-5833	55	9	causality	causality	NOUN
ajase-5833	55	10	tests	test	NOUN
ajase-5833	55	11	,	,	PUNCT
ajase-5833	55	12	established	establish	VERB
ajase-5833	55	13	that	that	SCONJ
ajase-5833	55	14	inflation	inflation	NOUN
ajase-5833	55	15	volatility	volatility	NOUN
ajase-5833	55	16	contributed	contribute	VERB
ajase-5833	55	17	to	to	ADP
ajase-5833	55	18	fiscal	fiscal	ADJ
ajase-5833	55	19	uncertainty	uncertainty	NOUN
ajase-5833	55	20	and	and	CCONJ
ajase-5833	55	21	constrained	constrained	ADJ
ajase-5833	55	22	capital	capital	NOUN
ajase-5833	55	23	investment	investment	NOUN
ajase-5833	55	24	.	.	PUNCT
ajase-5833	56	1	their	their	PRON
ajase-5833	56	2	study	study	NOUN
ajase-5833	56	3	showed	show	VERB
ajase-5833	56	4	a	a	DET
ajase-5833	56	5	negative	negative	ADJ
ajase-5833	56	6	correlation	correlation	NOUN
ajase-5833	56	7	between	between	ADP
ajase-5833	56	8	inflation	inflation	NOUN
ajase-5833	56	9	and	and	CCONJ
ajase-5833	56	10	developmental	developmental	ADJ
ajase-5833	56	11	spending	spending	NOUN
ajase-5833	56	12	,	,	PUNCT
ajase-5833	56	13	particularly	particularly	ADV
ajase-5833	56	14	in	in	ADP
ajase-5833	56	15	liberal	liberal	ADJ
ajase-5833	56	16	economies	economy	NOUN
ajase-5833	56	17	with	with	ADP
ajase-5833	56	18	high	high	ADJ
ajase-5833	56	19	fiscal	fiscal	ADJ
ajase-5833	56	20	balance	balance	NOUN
ajase-5833	56	21	requirements	requirement	NOUN
ajase-5833	56	22	.	.	PUNCT
ajase-5833	57	1	similarly	similarly	ADV
ajase-5833	57	2	,	,	PUNCT
ajase-5833	57	3	anagaw	anagaw	PROPN
ajase-5833	57	4	(	(	PUNCT
ajase-5833	57	5	2023	2023	NUM
ajase-5833	57	6	)	)	PUNCT
ajase-5833	57	7	,	,	PUNCT
ajase-5833	57	8	pa	pa	PROPN
ajase-5833	57	9	ge	ge	PROPN
ajase-5833	57	10	12	12	NUM
ajase-5833	57	11	1	1	NUM
ajase-5833	57	12	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	57	13	am	am	NOUN
ajase-5833	57	14	.	.	PUNCT
ajase-5833	58	1	j.	j.	PROPN
ajase-5833	58	2	appl	appl	PROPN
ajase-5833	58	3	.	.	PROPN
ajase-5833	59	1	stat	stat	PROPN
ajase-5833	59	2	.	.	PUNCT
ajase-5833	60	1	econ	econ	PROPN
ajase-5833	60	2	.	.	PUNCT
ajase-5833	61	1	4(1	4(1	X
ajase-5833	61	2	)	)	PUNCT
ajase-5833	62	1	119	119	NUM
ajase-5833	62	2	-	-	SYM
ajase-5833	62	3	126	126	NUM
ajase-5833	62	4	,	,	PUNCT
ajase-5833	62	5	2025	2025	NUM
ajase-5833	62	6	emphasized	emphasize	VERB
ajase-5833	62	7	that	that	SCONJ
ajase-5833	62	8	persistent	persistent	ADJ
ajase-5833	62	9	inflation	inflation	NOUN
ajase-5833	62	10	undermines	undermine	VERB
ajase-5833	62	11	macroeconomic	macroeconomic	ADJ
ajase-5833	62	12	stability	stability	NOUN
ajase-5833	62	13	,	,	PUNCT
ajase-5833	62	14	reduces	reduce	VERB
ajase-5833	62	15	long	long	ADJ
ajase-5833	62	16	-	-	PUNCT
ajase-5833	62	17	term	term	NOUN
ajase-5833	62	18	growth	growth	NOUN
ajase-5833	62	19	potential	potential	NOUN
ajase-5833	62	20	,	,	PUNCT
ajase-5833	62	21	disproportionately	disproportionately	ADV
ajase-5833	62	22	affects	affect	VERB
ajase-5833	62	23	low	low	ADJ
ajase-5833	62	24	-	-	PUNCT
ajase-5833	62	25	income	income	NOUN
ajase-5833	62	26	and	and	CCONJ
ajase-5833	62	27	unemployed	unemployed	ADJ
ajase-5833	62	28	groups	group	NOUN
ajase-5833	62	29	.	.	PUNCT
ajase-5833	63	1	these	these	DET
ajase-5833	63	2	findings	finding	NOUN
ajase-5833	63	3	highlight	highlight	VERB
ajase-5833	63	4	how	how	SCONJ
ajase-5833	63	5	inflation	inflation	NOUN
ajase-5833	63	6	not	not	PART
ajase-5833	63	7	only	only	ADV
ajase-5833	63	8	depreciates	depreciate	VERB
ajase-5833	63	9	the	the	DET
ajase-5833	63	10	real	real	ADJ
ajase-5833	63	11	value	value	NOUN
ajase-5833	63	12	of	of	ADP
ajase-5833	63	13	government	government	NOUN
ajase-5833	63	14	resources	resource	NOUN
ajase-5833	63	15	but	but	CCONJ
ajase-5833	63	16	also	also	ADV
ajase-5833	63	17	generates	generate	VERB
ajase-5833	63	18	substantial	substantial	ADJ
ajase-5833	63	19	distortions	distortion	NOUN
ajase-5833	63	20	that	that	PRON
ajase-5833	63	21	hinder	hinder	VERB
ajase-5833	63	22	both	both	CCONJ
ajase-5833	63	23	fiscal	fiscal	ADJ
ajase-5833	63	24	planning	planning	NOUN
ajase-5833	63	25	and	and	CCONJ
ajase-5833	63	26	sustainable	sustainable	ADJ
ajase-5833	63	27	economic	economic	ADJ
ajase-5833	63	28	growth	growth	NOUN
ajase-5833	63	29	.	.	PUNCT
ajase-5833	64	1	interest	interest	NOUN
ajase-5833	64	2	rates	rate	NOUN
ajase-5833	64	3	also	also	ADV
ajase-5833	64	4	influence	influence	VERB
ajase-5833	64	5	government	government	NOUN
ajase-5833	64	6	spending	spending	NOUN
ajase-5833	64	7	since	since	SCONJ
ajase-5833	64	8	they	they	PRON
ajase-5833	64	9	influence	influence	VERB
ajase-5833	64	10	the	the	DET
ajase-5833	64	11	price	price	NOUN
ajase-5833	64	12	of	of	ADP
ajase-5833	64	13	borrowing	borrowing	NOUN
ajase-5833	64	14	.	.	PUNCT
ajase-5833	65	1	high	high	ADJ
ajase-5833	65	2	interest	interest	NOUN
ajase-5833	65	3	rates	rate	NOUN
ajase-5833	65	4	increase	increase	VERB
ajase-5833	65	5	the	the	DET
ajase-5833	65	6	burden	burden	NOUN
ajase-5833	65	7	of	of	ADP
ajase-5833	65	8	debt	debt	NOUN
ajase-5833	65	9	service	service	NOUN
ajase-5833	65	10	payments	payment	NOUN
ajase-5833	65	11	,	,	PUNCT
ajase-5833	65	12	thereby	thereby	ADV
ajase-5833	65	13	reducing	reduce	VERB
ajase-5833	65	14	the	the	DET
ajase-5833	65	15	fiscal	fiscal	ADJ
ajase-5833	65	16	space	space	NOUN
ajase-5833	65	17	available	available	ADJ
ajase-5833	65	18	for	for	ADP
ajase-5833	65	19	other	other	ADJ
ajase-5833	65	20	crucial	crucial	ADJ
ajase-5833	65	21	expenditures	expenditure	NOUN
ajase-5833	65	22	.	.	PUNCT
ajase-5833	66	1	in	in	ADP
ajase-5833	66	2	a	a	DET
ajase-5833	66	3	case	case	NOUN
ajase-5833	66	4	study	study	NOUN
ajase-5833	66	5	conducted	conduct	VERB
ajase-5833	66	6	across	across	ADP
ajase-5833	66	7	216	216	NUM
ajase-5833	66	8	countries	country	NOUN
ajase-5833	66	9	,	,	PUNCT
ajase-5833	66	10	peña	peña	PROPN
ajase-5833	66	11	(	(	PUNCT
ajase-5833	66	12	2023	2023	NUM
ajase-5833	66	13	)	)	PUNCT
ajase-5833	66	14	used	use	VERB
ajase-5833	66	15	system	system	NOUN
ajase-5833	66	16	gmm	gmm	NOUN
ajase-5833	66	17	and	and	CCONJ
ajase-5833	66	18	granger	granger	PROPN
ajase-5833	66	19	causality	causality	NOUN
ajase-5833	66	20	analysis	analysis	NOUN
ajase-5833	66	21	,	,	PUNCT
ajase-5833	66	22	revealing	reveal	VERB
ajase-5833	66	23	a	a	DET
ajase-5833	66	24	strong	strong	ADJ
ajase-5833	66	25	negative	negative	ADJ
ajase-5833	66	26	correlation	correlation	NOUN
ajase-5833	66	27	between	between	ADP
ajase-5833	66	28	interest	interest	NOUN
ajase-5833	66	29	rate	rate	NOUN
ajase-5833	66	30	and	and	CCONJ
ajase-5833	66	31	aggregate	aggregate	ADJ
ajase-5833	66	32	government	government	NOUN
ajase-5833	66	33	expenditure	expenditure	NOUN
ajase-5833	66	34	.	.	PUNCT
ajase-5833	67	1	their	their	PRON
ajase-5833	67	2	findings	finding	NOUN
ajase-5833	67	3	show	show	VERB
ajase-5833	67	4	that	that	SCONJ
ajase-5833	67	5	an	an	DET
ajase-5833	67	6	increase	increase	NOUN
ajase-5833	67	7	in	in	ADP
ajase-5833	67	8	interest	interest	NOUN
ajase-5833	67	9	rates	rate	NOUN
ajase-5833	67	10	acts	act	VERB
ajase-5833	67	11	as	as	ADP
ajase-5833	67	12	a	a	DET
ajase-5833	67	13	deterrent	deterrent	NOUN
ajase-5833	67	14	towards	towards	ADP
ajase-5833	67	15	the	the	DET
ajase-5833	67	16	borrowing	borrowing	NOUN
ajase-5833	67	17	of	of	ADP
ajase-5833	67	18	essential	essential	ADJ
ajase-5833	67	19	areas	area	NOUN
ajase-5833	67	20	like	like	ADP
ajase-5833	67	21	infrastructure	infrastructure	NOUN
ajase-5833	67	22	and	and	CCONJ
ajase-5833	67	23	education	education	NOUN
ajase-5833	67	24	.	.	PUNCT
ajase-5833	68	1	the	the	DET
ajase-5833	68	2	impact	impact	NOUN
ajase-5833	68	3	of	of	ADP
ajase-5833	68	4	this	this	DET
ajase-5833	68	5	effect	effect	NOUN
ajase-5833	68	6	is	be	AUX
ajase-5833	68	7	especially	especially	ADV
ajase-5833	68	8	high	high	ADJ
ajase-5833	68	9	in	in	ADP
ajase-5833	68	10	developing	develop	VERB
ajase-5833	68	11	economies	economy	NOUN
ajase-5833	68	12	,	,	PUNCT
ajase-5833	68	13	where	where	SCONJ
ajase-5833	68	14	the	the	DET
ajase-5833	68	15	payment	payment	NOUN
ajase-5833	68	16	of	of	ADP
ajase-5833	68	17	interest	interest	NOUN
ajase-5833	68	18	displaces	displace	VERB
ajase-5833	68	19	funds	fund	NOUN
ajase-5833	68	20	that	that	PRON
ajase-5833	68	21	should	should	AUX
ajase-5833	68	22	be	be	AUX
ajase-5833	68	23	used	use	VERB
ajase-5833	68	24	in	in	ADP
ajase-5833	68	25	social	social	ADJ
ajase-5833	68	26	and	and	CCONJ
ajase-5833	68	27	economic	economic	ADJ
ajase-5833	68	28	programs	program	NOUN
ajase-5833	68	29	.	.	PUNCT
ajase-5833	69	1	another	another	DET
ajase-5833	69	2	crucial	crucial	ADJ
ajase-5833	69	3	aspect	aspect	NOUN
ajase-5833	69	4	that	that	PRON
ajase-5833	69	5	determines	determine	VERB
ajase-5833	69	6	government	government	NOUN
ajase-5833	69	7	expenditure	expenditure	NOUN
ajase-5833	69	8	is	be	AUX
ajase-5833	69	9	public	public	ADJ
ajase-5833	69	10	debt	debt	NOUN
ajase-5833	69	11	.	.	PUNCT
ajase-5833	70	1	in	in	ADP
ajase-5833	70	2	a	a	DET
ajase-5833	70	3	panel	panel	NOUN
ajase-5833	70	4	fixed	fix	VERB
ajase-5833	70	5	-	-	PUNCT
ajase-5833	70	6	effects	effect	NOUN
ajase-5833	70	7	model	model	NOUN
ajase-5833	70	8	and	and	CCONJ
ajase-5833	70	9	analysis	analysis	NOUN
ajase-5833	70	10	of	of	ADP
ajase-5833	70	11	high	high	ADJ
ajase-5833	70	12	-	-	PUNCT
ajase-5833	70	13	debt	debt	NOUN
ajase-5833	70	14	oecd	oecd	PROPN
ajase-5833	70	15	countries	country	NOUN
ajase-5833	70	16	like	like	ADP
ajase-5833	70	17	italy	italy	PROPN
ajase-5833	70	18	,	,	PUNCT
ajase-5833	70	19	greece	greece	PROPN
ajase-5833	70	20	,	,	PUNCT
ajase-5833	70	21	and	and	CCONJ
ajase-5833	70	22	portugal	portugal	PROPN
ajase-5833	70	23	,	,	PUNCT
ajase-5833	70	24	alesina	alesina	PROPN
ajase-5833	70	25	et	et	PROPN
ajase-5833	70	26	al	al	PROPN
ajase-5833	70	27	.	.	PROPN
ajase-5833	71	1	(	(	PUNCT
ajase-5833	71	2	2019	2019	NUM
ajase-5833	71	3	)	)	PUNCT
ajase-5833	71	4	found	find	VERB
ajase-5833	71	5	that	that	SCONJ
ajase-5833	71	6	rising	rise	VERB
ajase-5833	71	7	public	public	ADJ
ajase-5833	71	8	fund	fund	NOUN
ajase-5833	71	9	levels	level	NOUN
ajase-5833	71	10	of	of	ADP
ajase-5833	71	11	a	a	DET
ajase-5833	71	12	country	country	NOUN
ajase-5833	71	13	tend	tend	VERB
ajase-5833	71	14	to	to	PART
ajase-5833	71	15	tighten	tighten	VERB
ajase-5833	71	16	its	its	PRON
ajase-5833	71	17	fiscal	fiscal	ADJ
ajase-5833	71	18	policies	policy	NOUN
ajase-5833	71	19	,	,	PUNCT
ajase-5833	71	20	most	most	ADV
ajase-5833	71	21	commonly	commonly	ADV
ajase-5833	71	22	through	through	ADP
ajase-5833	71	23	capital	capital	NOUN
ajase-5833	71	24	expenditure	expenditure	NOUN
ajase-5833	71	25	cuts	cut	NOUN
ajase-5833	71	26	.	.	PUNCT
ajase-5833	72	1	backing	back	VERB
ajase-5833	72	2	this	this	PRON
ajase-5833	72	3	,	,	PUNCT
ajase-5833	72	4	the	the	DET
ajase-5833	72	5	imf	imf	PROPN
ajase-5833	72	6	(	(	PUNCT
ajase-5833	72	7	2015	2015	NUM
ajase-5833	72	8	)	)	PUNCT
ajase-5833	72	9	indicated	indicate	VERB
ajase-5833	72	10	that	that	SCONJ
ajase-5833	72	11	a	a	DET
ajase-5833	72	12	high	high	ADJ
ajase-5833	72	13	level	level	NOUN
ajase-5833	72	14	of	of	ADP
ajase-5833	72	15	public	public	ADJ
ajase-5833	72	16	debt	debt	NOUN
ajase-5833	72	17	usually	usually	ADV
ajase-5833	72	18	forces	force	VERB
ajase-5833	72	19	governments	government	NOUN
ajase-5833	72	20	to	to	PART
ajase-5833	72	21	transfer	transfer	VERB
ajase-5833	72	22	funds	fund	NOUN
ajase-5833	72	23	,	,	PUNCT
ajase-5833	72	24	which	which	PRON
ajase-5833	72	25	should	should	AUX
ajase-5833	72	26	have	have	AUX
ajase-5833	72	27	been	be	AUX
ajase-5833	72	28	used	use	VERB
ajase-5833	72	29	to	to	PART
ajase-5833	72	30	develop	develop	VERB
ajase-5833	72	31	the	the	DET
ajase-5833	72	32	country	country	NOUN
ajase-5833	72	33	,	,	PUNCT
ajase-5833	72	34	to	to	PART
ajase-5833	72	35	pay	pay	VERB
ajase-5833	72	36	the	the	DET
ajase-5833	72	37	debt	debt	NOUN
ajase-5833	72	38	.	.	PUNCT
ajase-5833	73	1	these	these	DET
ajase-5833	73	2	findings	finding	NOUN
ajase-5833	73	3	support	support	VERB
ajase-5833	73	4	the	the	DET
ajase-5833	73	5	debt	debt	NOUN
ajase-5833	73	6	overhang	overhang	NOUN
ajase-5833	73	7	hypothesis	hypothesis	NOUN
ajase-5833	73	8	,	,	PUNCT
ajase-5833	73	9	that	that	SCONJ
ajase-5833	73	10	there	there	PRON
ajase-5833	73	11	exists	exist	VERB
ajase-5833	73	12	debt	debt	NOUN
ajase-5833	73	13	or	or	CCONJ
ajase-5833	73	14	burden	burden	NOUN
ajase-5833	73	15	in	in	ADP
ajase-5833	73	16	the	the	DET
ajase-5833	73	17	form	form	NOUN
ajase-5833	73	18	of	of	ADP
ajase-5833	73	19	debt	debt	NOUN
ajase-5833	73	20	that	that	PRON
ajase-5833	73	21	can	can	AUX
ajase-5833	73	22	restrict	restrict	VERB
ajase-5833	73	23	governments	government	NOUN
ajase-5833	73	24	from	from	ADP
ajase-5833	73	25	stimulating	stimulate	VERB
ajase-5833	73	26	the	the	DET
ajase-5833	73	27	economy	economy	NOUN
ajase-5833	73	28	by	by	ADP
ajase-5833	73	29	spending	spend	VERB
ajase-5833	73	30	.	.	PUNCT
ajase-5833	74	1	unemployment	unemployment	NOUN
ajase-5833	74	2	also	also	ADV
ajase-5833	74	3	acts	act	VERB
ajase-5833	74	4	as	as	ADP
ajase-5833	74	5	a	a	DET
ajase-5833	74	6	major	major	ADJ
ajase-5833	74	7	determinant	determinant	NOUN
ajase-5833	74	8	of	of	ADP
ajase-5833	74	9	fiscal	fiscal	ADJ
ajase-5833	74	10	policy	policy	NOUN
ajase-5833	74	11	.	.	PUNCT
ajase-5833	75	1	during	during	ADP
ajase-5833	75	2	periods	period	NOUN
ajase-5833	75	3	of	of	ADP
ajase-5833	75	4	economic	economic	ADJ
ajase-5833	75	5	downturn	downturn	NOUN
ajase-5833	75	6	,	,	PUNCT
ajase-5833	75	7	governments	government	NOUN
ajase-5833	75	8	often	often	ADV
ajase-5833	75	9	increase	increase	VERB
ajase-5833	75	10	spending	spend	VERB
ajase-5833	75	11	on	on	ADP
ajase-5833	75	12	social	social	ADJ
ajase-5833	75	13	protection	protection	NOUN
ajase-5833	75	14	programs	program	NOUN
ajase-5833	75	15	to	to	PART
ajase-5833	75	16	mitigate	mitigate	VERB
ajase-5833	75	17	the	the	DET
ajase-5833	75	18	impact	impact	NOUN
ajase-5833	75	19	of	of	ADP
ajase-5833	75	20	job	job	NOUN
ajase-5833	75	21	losses	loss	NOUN
ajase-5833	75	22	.	.	PUNCT
ajase-5833	76	1	a	a	DET
ajase-5833	76	2	timevarying	timevarye	VERB
ajase-5833	76	3	var	var	NOUN
ajase-5833	76	4	model	model	NOUN
ajase-5833	76	5	based	base	VERB
ajase-5833	76	6	on	on	ADP
ajase-5833	76	7	u.s	u.s	PROPN
ajase-5833	76	8	.	.	PROPN
ajase-5833	76	9	data	datum	NOUN
ajase-5833	76	10	by	by	ADP
ajase-5833	76	11	klein	klein	PROPN
ajase-5833	76	12	and	and	CCONJ
ajase-5833	76	13	linnemann	linnemann	PROPN
ajase-5833	76	14	(	(	PUNCT
ajase-5833	76	15	2020	2020	NUM
ajase-5833	76	16	)	)	PUNCT
ajase-5833	76	17	demonstrated	demonstrate	VERB
ajase-5833	76	18	that	that	SCONJ
ajase-5833	76	19	the	the	DET
ajase-5833	76	20	increase	increase	NOUN
ajase-5833	76	21	in	in	ADP
ajase-5833	76	22	unemployment	unemployment	NOUN
ajase-5833	76	23	rates	rate	NOUN
ajase-5833	76	24	leads	lead	VERB
ajase-5833	76	25	to	to	ADP
ajase-5833	76	26	an	an	DET
ajase-5833	76	27	increase	increase	NOUN
ajase-5833	76	28	in	in	ADP
ajase-5833	76	29	spending	spending	NOUN
ajase-5833	76	30	by	by	ADP
ajase-5833	76	31	governments	government	NOUN
ajase-5833	76	32	on	on	ADP
ajase-5833	76	33	social	social	ADJ
ajase-5833	76	34	protection	protection	NOUN
ajase-5833	76	35	programs	program	NOUN
ajase-5833	76	36	.	.	PUNCT
ajase-5833	77	1	their	their	PRON
ajase-5833	77	2	finding	finding	NOUN
ajase-5833	77	3	demonstrates	demonstrate	VERB
ajase-5833	77	4	how	how	SCONJ
ajase-5833	77	5	automatic	automatic	ADJ
ajase-5833	77	6	stabilizers	stabilizer	NOUN
ajase-5833	77	7	,	,	PUNCT
ajase-5833	77	8	which	which	PRON
ajase-5833	77	9	include	include	VERB
ajase-5833	77	10	unemployment	unemployment	NOUN
ajase-5833	77	11	benefits	benefit	NOUN
ajase-5833	77	12	,	,	PUNCT
ajase-5833	77	13	increase	increase	VERB
ajase-5833	77	14	government	government	NOUN
ajase-5833	77	15	spending	spending	NOUN
ajase-5833	77	16	during	during	ADP
ajase-5833	77	17	economic	economic	ADJ
ajase-5833	77	18	downturns	downturn	NOUN
ajase-5833	77	19	at	at	ADP
ajase-5833	77	20	varying	vary	VERB
ajase-5833	77	21	magnitudes	magnitude	NOUN
ajase-5833	77	22	at	at	ADP
ajase-5833	77	23	different	different	ADJ
ajase-5833	77	24	points	point	NOUN
ajase-5833	77	25	in	in	ADP
ajase-5833	77	26	time	time	NOUN
ajase-5833	77	27	.	.	PUNCT
ajase-5833	78	1	complementing	complement	VERB
ajase-5833	78	2	this	this	DET
ajase-5833	78	3	perspective	perspective	NOUN
ajase-5833	78	4	,	,	PUNCT
ajase-5833	78	5	nojeem	nojeem	ADJ
ajase-5833	78	6	(	(	PUNCT
ajase-5833	78	7	2020	2020	NUM
ajase-5833	78	8	)	)	PUNCT
ajase-5833	78	9	employed	employ	VERB
ajase-5833	78	10	an	an	DET
ajase-5833	78	11	auto	auto	NOUN
ajase-5833	78	12	regressive	regressive	ADJ
ajase-5833	78	13	distributed	distribute	VERB
ajase-5833	78	14	lag	lag	NOUN
ajase-5833	78	15	(	(	PUNCT
ajase-5833	78	16	ardl	ardl	NOUN
ajase-5833	78	17	)	)	PUNCT
ajase-5833	78	18	bounds	bound	VERB
ajase-5833	78	19	testing	test	VERB
ajase-5833	78	20	approach	approach	NOUN
ajase-5833	78	21	to	to	ADP
ajase-5833	78	22	nigerian	nigerian	ADJ
ajase-5833	78	23	data	datum	NOUN
ajase-5833	78	24	from	from	ADP
ajase-5833	78	25	2010	2010	NUM
ajase-5833	78	26	to	to	ADP
ajase-5833	78	27	2020	2020	NUM
ajase-5833	78	28	.	.	PUNCT
ajase-5833	79	1	their	their	PRON
ajase-5833	79	2	results	result	NOUN
ajase-5833	79	3	identified	identify	VERB
ajase-5833	79	4	an	an	DET
ajase-5833	79	5	inverse	inverse	NOUN
ajase-5833	79	6	relationship	relationship	NOUN
ajase-5833	79	7	between	between	ADP
ajase-5833	79	8	unemployment	unemployment	NOUN
ajase-5833	79	9	and	and	CCONJ
ajase-5833	79	10	economic	economic	ADJ
ajase-5833	79	11	growth	growth	NOUN
ajase-5833	79	12	,	,	PUNCT
ajase-5833	79	13	with	with	ADP
ajase-5833	79	14	unemployment	unemployment	NOUN
ajase-5833	79	15	further	far	ADV
ajase-5833	79	16	associated	associate	VERB
ajase-5833	79	17	with	with	ADP
ajase-5833	79	18	rising	rise	VERB
ajase-5833	79	19	crime	crime	NOUN
ajase-5833	79	20	rates	rate	NOUN
ajase-5833	79	21	.	.	PUNCT
ajase-5833	80	1	all	all	DET
ajase-5833	80	2	these	these	DET
ajase-5833	80	3	findings	finding	NOUN
ajase-5833	80	4	emphasize	emphasize	VERB
ajase-5833	80	5	both	both	DET
ajase-5833	80	6	the	the	DET
ajase-5833	80	7	countercyclical	countercyclical	ADJ
ajase-5833	80	8	role	role	NOUN
ajase-5833	80	9	of	of	ADP
ajase-5833	80	10	fiscal	fiscal	ADJ
ajase-5833	80	11	policy	policy	NOUN
ajase-5833	80	12	and	and	CCONJ
ajase-5833	80	13	the	the	DET
ajase-5833	80	14	wider	wide	ADJ
ajase-5833	80	15	macroeconomic	macroeconomic	ADJ
ajase-5833	80	16	and	and	CCONJ
ajase-5833	80	17	social	social	ADJ
ajase-5833	80	18	implications	implication	NOUN
ajase-5833	80	19	of	of	ADP
ajase-5833	80	20	persistent	persistent	ADJ
ajase-5833	80	21	unemployment	unemployment	NOUN
ajase-5833	80	22	.	.	PUNCT
ajase-5833	81	1	on	on	ADP
ajase-5833	81	2	the	the	DET
ajase-5833	81	3	methodological	methodological	ADJ
ajase-5833	81	4	side	side	NOUN
ajase-5833	81	5	,	,	PUNCT
ajase-5833	81	6	afonso	afonso	PROPN
ajase-5833	81	7	and	and	CCONJ
ajase-5833	81	8	sousa	sousa	PROPN
ajase-5833	81	9	(	(	PUNCT
ajase-5833	81	10	2012	2012	NUM
ajase-5833	81	11	)	)	PUNCT
ajase-5833	81	12	employed	employ	VERB
ajase-5833	81	13	a	a	DET
ajase-5833	81	14	bayesian	bayesian	NOUN
ajase-5833	81	15	structural	structural	ADJ
ajase-5833	81	16	var	var	NOUN
ajase-5833	81	17	model	model	NOUN
ajase-5833	81	18	based	base	VERB
ajase-5833	81	19	on	on	ADP
ajase-5833	81	20	data	datum	NOUN
ajase-5833	81	21	in	in	ADP
ajase-5833	81	22	the	the	DET
ajase-5833	81	23	us	us	PROPN
ajase-5833	81	24	,	,	PUNCT
ajase-5833	81	25	uk	uk	PROPN
ajase-5833	81	26	,	,	PUNCT
ajase-5833	81	27	germany	germany	PROPN
ajase-5833	81	28	and	and	CCONJ
ajase-5833	81	29	italy	italy	PROPN
ajase-5833	81	30	and	and	CCONJ
ajase-5833	81	31	their	their	PRON
ajase-5833	81	32	results	result	NOUN
ajase-5833	81	33	indicated	indicate	VERB
ajase-5833	81	34	that	that	SCONJ
ajase-5833	81	35	fiscal	fiscal	ADJ
ajase-5833	81	36	shocks	shock	NOUN
ajase-5833	81	37	had	have	VERB
ajase-5833	81	38	a	a	DET
ajase-5833	81	39	modest	modest	ADJ
ajase-5833	81	40	but	but	CCONJ
ajase-5833	81	41	persistent	persistent	ADJ
ajase-5833	81	42	effect	effect	NOUN
ajase-5833	81	43	on	on	ADP
ajase-5833	81	44	gdp	gdp	NOUN
ajase-5833	81	45	and	and	CCONJ
ajase-5833	81	46	private	private	ADJ
ajase-5833	81	47	consumption	consumption	NOUN
ajase-5833	81	48	.	.	PUNCT
ajase-5833	82	1	such	such	ADJ
ajase-5833	82	2	methods	method	NOUN
ajase-5833	82	3	based	base	VERB
ajase-5833	82	4	on	on	ADP
ajase-5833	82	5	bayesian	bayesian	NOUN
ajase-5833	82	6	conditioning	conditioning	NOUN
ajase-5833	82	7	have	have	AUX
ajase-5833	82	8	been	be	AUX
ajase-5833	82	9	preferred	prefer	VERB
ajase-5833	82	10	because	because	SCONJ
ajase-5833	82	11	of	of	ADP
ajase-5833	82	12	their	their	PRON
ajase-5833	82	13	capability	capability	NOUN
ajase-5833	82	14	to	to	PART
ajase-5833	82	15	use	use	VERB
ajase-5833	82	16	prior	prior	ADJ
ajase-5833	82	17	knowledge	knowledge	NOUN
ajase-5833	82	18	and	and	CCONJ
ajase-5833	82	19	yield	yield	VERB
ajase-5833	82	20	more	more	ADV
ajase-5833	82	21	consistent	consistent	ADJ
ajase-5833	82	22	estimates	estimate	NOUN
ajase-5833	82	23	,	,	PUNCT
ajase-5833	82	24	especially	especially	ADV
ajase-5833	82	25	in	in	ADP
ajase-5833	82	26	complex	complex	ADJ
ajase-5833	82	27	and	and	CCONJ
ajase-5833	82	28	uncertain	uncertain	ADJ
ajase-5833	82	29	environments	environment	NOUN
ajase-5833	82	30	(	(	PUNCT
ajase-5833	82	31	koop	koop	PROPN
ajase-5833	82	32	&	&	CCONJ
ajase-5833	82	33	korobilis	korobilis	PROPN
ajase-5833	82	34	,	,	PUNCT
ajase-5833	82	35	2010	2010	NUM
ajase-5833	82	36	)	)	PUNCT
ajase-5833	82	37	.	.	PUNCT
ajase-5833	83	1	to	to	PART
ajase-5833	83	2	conclude	conclude	VERB
ajase-5833	83	3	,	,	PUNCT
ajase-5833	83	4	the	the	DET
ajase-5833	83	5	literature	literature	NOUN
ajase-5833	83	6	consistently	consistently	ADV
ajase-5833	83	7	attests	attest	VERB
ajase-5833	83	8	that	that	SCONJ
ajase-5833	83	9	macroeconomic	macroeconomic	ADJ
ajase-5833	83	10	factors	factor	NOUN
ajase-5833	83	11	such	such	ADJ
ajase-5833	83	12	as	as	ADP
ajase-5833	83	13	gdp	gdp	NOUN
ajase-5833	83	14	growth	growth	NOUN
ajase-5833	83	15	,	,	PUNCT
ajase-5833	83	16	inflation	inflation	NOUN
ajase-5833	83	17	,	,	PUNCT
ajase-5833	83	18	interest	interest	NOUN
ajase-5833	83	19	rates	rate	NOUN
ajase-5833	83	20	,	,	PUNCT
ajase-5833	83	21	public	public	ADJ
ajase-5833	83	22	debt	debt	NOUN
ajase-5833	83	23	and	and	CCONJ
ajase-5833	83	24	unemployment	unemployment	NOUN
ajase-5833	83	25	play	play	VERB
ajase-5833	83	26	huge	huge	ADJ
ajase-5833	83	27	roles	role	NOUN
ajase-5833	83	28	in	in	ADP
ajase-5833	83	29	determining	determine	VERB
ajase-5833	83	30	the	the	DET
ajase-5833	83	31	pattern	pattern	NOUN
ajase-5833	83	32	of	of	ADP
ajase-5833	83	33	government	government	NOUN
ajase-5833	83	34	spending	spending	NOUN
ajase-5833	83	35	.	.	PUNCT
ajase-5833	84	1	however	however	ADV
ajase-5833	84	2	,	,	PUNCT
ajase-5833	84	3	the	the	DET
ajase-5833	84	4	magnitude	magnitude	NOUN
ajase-5833	84	5	and	and	CCONJ
ajase-5833	84	6	directions	direction	NOUN
ajase-5833	84	7	of	of	ADP
ajase-5833	84	8	such	such	ADJ
ajase-5833	84	9	effects	effect	NOUN
ajase-5833	84	10	vary	vary	VERB
ajase-5833	84	11	depending	depend	VERB
ajase-5833	84	12	on	on	ADP
ajase-5833	84	13	the	the	DET
ajase-5833	84	14	economy	economy	NOUN
ajase-5833	84	15	and	and	CCONJ
ajase-5833	84	16	the	the	DET
ajase-5833	84	17	model	model	NOUN
ajase-5833	84	18	employed	employ	VERB
ajase-5833	84	19	.	.	PUNCT
ajase-5833	85	1	this	this	DET
ajase-5833	85	2	study	study	NOUN
ajase-5833	85	3	builds	build	VERB
ajase-5833	85	4	on	on	ADP
ajase-5833	85	5	this	this	DET
ajase-5833	85	6	foundation	foundation	NOUN
ajase-5833	85	7	by	by	ADP
ajase-5833	85	8	using	use	VERB
ajase-5833	85	9	a	a	DET
ajase-5833	85	10	bayesian	bayesian	NOUN
ajase-5833	85	11	multiple	multiple	ADJ
ajase-5833	85	12	regression	regression	NOUN
ajase-5833	85	13	model	model	NOUN
ajase-5833	85	14	and	and	CCONJ
ajase-5833	85	15	provides	provide	VERB
ajase-5833	85	16	a	a	DET
ajase-5833	85	17	more	more	ADJ
ajase-5833	85	18	in	in	ADP
ajase-5833	85	19	-	-	PUNCT
ajase-5833	85	20	depth	depth	NOUN
ajase-5833	85	21	analysis	analysis	NOUN
ajase-5833	85	22	of	of	ADP
ajase-5833	85	23	these	these	DET
ajase-5833	85	24	relationships	relationship	NOUN
ajase-5833	85	25	in	in	ADP
ajase-5833	85	26	ghana	ghana	PROPN
ajase-5833	85	27	.	.	PUNCT
ajase-5833	86	1	the	the	DET
ajase-5833	86	2	bayesian	bayesian	NOUN
ajase-5833	86	3	approach	approach	NOUN
ajase-5833	86	4	is	be	AUX
ajase-5833	86	5	advantageous	advantageous	ADJ
ajase-5833	86	6	in	in	ADP
ajase-5833	86	7	its	its	PRON
ajase-5833	86	8	capacity	capacity	NOUN
ajase-5833	86	9	to	to	PART
ajase-5833	86	10	ensure	ensure	VERB
ajase-5833	86	11	robust	robust	ADJ
ajase-5833	86	12	modelling	modelling	NOUN
ajase-5833	86	13	,	,	PUNCT
ajase-5833	86	14	which	which	PRON
ajase-5833	86	15	is	be	AUX
ajase-5833	86	16	highly	highly	ADV
ajase-5833	86	17	flexible	flexible	ADJ
ajase-5833	86	18	because	because	SCONJ
ajase-5833	86	19	it	it	PRON
ajase-5833	86	20	combines	combine	VERB
ajase-5833	86	21	prior	prior	ADJ
ajase-5833	86	22	information	information	NOUN
ajase-5833	86	23	with	with	ADP
ajase-5833	86	24	explicit	explicit	ADJ
ajase-5833	86	25	consideration	consideration	NOUN
ajase-5833	86	26	of	of	ADP
ajase-5833	86	27	the	the	DET
ajase-5833	86	28	parameters	parameter	NOUN
ajase-5833	86	29	’	’	PART
ajase-5833	86	30	uncertainty	uncertainty	NOUN
ajase-5833	86	31	.	.	PUNCT
ajase-5833	87	1	materials	material	NOUN
ajase-5833	87	2	and	and	CCONJ
ajase-5833	87	3	methods	method	NOUN
ajase-5833	87	4	this	this	DET
ajase-5833	87	5	study	study	NOUN
ajase-5833	87	6	employs	employ	VERB
ajase-5833	87	7	a	a	DET
ajase-5833	87	8	bayesian	bayesian	NOUN
ajase-5833	87	9	multiple	multiple	ADJ
ajase-5833	87	10	regression	regression	NOUN
ajase-5833	87	11	method	method	NOUN
ajase-5833	87	12	to	to	PART
ajase-5833	87	13	estimate	estimate	VERB
ajase-5833	87	14	the	the	DET
ajase-5833	87	15	impact	impact	NOUN
ajase-5833	87	16	of	of	ADP
ajase-5833	87	17	the	the	DET
ajase-5833	87	18	macroeconomic	macroeconomic	ADJ
ajase-5833	87	19	variables	variable	NOUN
ajase-5833	87	20	on	on	ADP
ajase-5833	87	21	government	government	NOUN
ajase-5833	87	22	spending	spending	NOUN
ajase-5833	87	23	in	in	ADP
ajase-5833	87	24	ghana	ghana	PROPN
ajase-5833	87	25	.	.	PUNCT
ajase-5833	88	1	bayesian	bayesian	NOUN
ajase-5833	88	2	methods	method	NOUN
ajase-5833	88	3	are	be	AUX
ajase-5833	88	4	chosen	choose	VERB
ajase-5833	88	5	based	base	VERB
ajase-5833	88	6	on	on	ADP
ajase-5833	88	7	their	their	PRON
ajase-5833	88	8	potential	potential	ADJ
ajase-5833	88	9	robustness	robustness	NOUN
ajase-5833	88	10	in	in	ADP
ajase-5833	88	11	dealing	deal	VERB
ajase-5833	88	12	with	with	ADP
ajase-5833	88	13	model	model	NOUN
ajase-5833	88	14	uncertainty	uncertainty	NOUN
ajase-5833	88	15	and	and	CCONJ
ajase-5833	88	16	incorporating	incorporate	VERB
ajase-5833	88	17	prior	prior	ADJ
ajase-5833	88	18	information	information	NOUN
ajase-5833	88	19	and	and	CCONJ
ajase-5833	88	20	their	their	PRON
ajase-5833	88	21	ability	ability	NOUN
ajase-5833	88	22	to	to	PART
ajase-5833	88	23	produce	produce	VERB
ajase-5833	88	24	full	full	ADJ
ajase-5833	88	25	posterior	posterior	ADJ
ajase-5833	88	26	distributions	distribution	NOUN
ajase-5833	88	27	of	of	ADP
ajase-5833	88	28	the	the	DET
ajase-5833	88	29	estimated	estimate	VERB
ajase-5833	88	30	parameters	parameter	NOUN
ajase-5833	88	31	.	.	PUNCT
ajase-5833	89	1	using	use	VERB
ajase-5833	89	2	this	this	PRON
ajase-5833	89	3	is	be	AUX
ajase-5833	89	4	especially	especially	ADV
ajase-5833	89	5	favorable	favorable	ADJ
ajase-5833	89	6	in	in	ADP
ajase-5833	89	7	macroeconomic	macroeconomic	ADJ
ajase-5833	89	8	cases	case	NOUN
ajase-5833	89	9	when	when	SCONJ
ajase-5833	89	10	one	one	NUM
ajase-5833	89	11	of	of	ADP
ajase-5833	89	12	the	the	DET
ajase-5833	89	13	main	main	ADJ
ajase-5833	89	14	problems	problem	NOUN
ajase-5833	89	15	is	be	AUX
ajase-5833	89	16	data	datum	NOUN
ajase-5833	89	17	limitation	limitation	NOUN
ajase-5833	89	18	and	and	CCONJ
ajase-5833	89	19	multicollinearity	multicollinearity	NOUN
ajase-5833	89	20	.	.	PUNCT
ajase-5833	90	1	the	the	DET
ajase-5833	90	2	analysis	analysis	NOUN
ajase-5833	90	3	was	be	AUX
ajase-5833	90	4	also	also	ADV
ajase-5833	90	5	based	base	VERB
ajase-5833	90	6	on	on	ADP
ajase-5833	90	7	secondary	secondary	ADJ
ajase-5833	90	8	annual	annual	ADJ
ajase-5833	90	9	data	datum	NOUN
ajase-5833	90	10	covering	cover	VERB
ajase-5833	90	11	the	the	DET
ajase-5833	90	12	period	period	NOUN
ajase-5833	90	13	from	from	ADP
ajase-5833	90	14	2000	2000	NUM
ajase-5833	90	15	to	to	ADP
ajase-5833	90	16	2024	2024	NUM
ajase-5833	90	17	.	.	PUNCT
ajase-5833	91	1	the	the	DET
ajase-5833	91	2	key	key	ADJ
ajase-5833	91	3	variables	variable	NOUN
ajase-5833	91	4	included	include	VERB
ajase-5833	91	5	in	in	ADP
ajase-5833	91	6	this	this	DET
ajase-5833	91	7	research	research	NOUN
ajase-5833	91	8	were	be	AUX
ajase-5833	91	9	government	government	NOUN
ajase-5833	91	10	spending	spending	NOUN
ajase-5833	91	11	,	,	PUNCT
ajase-5833	91	12	gdp	gdp	NOUN
ajase-5833	91	13	growth	growth	NOUN
ajase-5833	91	14	,	,	PUNCT
ajase-5833	91	15	inflation	inflation	NOUN
ajase-5833	91	16	,	,	PUNCT
ajase-5833	91	17	interest	interest	NOUN
ajase-5833	91	18	rates	rate	NOUN
ajase-5833	91	19	,	,	PUNCT
ajase-5833	91	20	public	public	ADJ
ajase-5833	91	21	debt	debt	NOUN
ajase-5833	91	22	and	and	CCONJ
ajase-5833	91	23	unemployment	unemployment	NOUN
ajase-5833	91	24	rates	rate	NOUN
ajase-5833	91	25	.	.	PUNCT
ajase-5833	92	1	these	these	DET
ajase-5833	92	2	data	datum	NOUN
ajase-5833	92	3	were	be	AUX
ajase-5833	92	4	sourced	source	VERB
ajase-5833	92	5	from	from	ADP
ajase-5833	92	6	institutions	institution	NOUN
ajase-5833	92	7	such	such	ADJ
ajase-5833	92	8	as	as	ADP
ajase-5833	92	9	the	the	DET
ajase-5833	92	10	bank	bank	NOUN
ajase-5833	92	11	of	of	ADP
ajase-5833	92	12	ghana	ghana	PROPN
ajase-5833	92	13	(	(	PUNCT
ajase-5833	92	14	bog	bog	NOUN
ajase-5833	92	15	)	)	PUNCT
ajase-5833	92	16	,	,	PUNCT
ajase-5833	92	17	international	international	ADJ
ajase-5833	92	18	monetary	monetary	ADJ
ajase-5833	92	19	fund	fund	NOUN
ajase-5833	92	20	(	(	PUNCT
ajase-5833	92	21	imf	imf	PROPN
ajase-5833	92	22	)	)	PUNCT
ajase-5833	92	23	,	,	PUNCT
ajase-5833	92	24	ghana	ghana	PROPN
ajase-5833	92	25	statistical	statistical	ADJ
ajase-5833	92	26	service	service	NOUN
ajase-5833	92	27	(	(	PUNCT
ajase-5833	92	28	gss	gss	PROPN
ajase-5833	92	29	)	)	PUNCT
ajase-5833	92	30	and	and	CCONJ
ajase-5833	92	31	the	the	DET
ajase-5833	92	32	world	world	PROPN
ajase-5833	92	33	bank	bank	PROPN
ajase-5833	92	34	.	.	PUNCT
ajase-5833	93	1	these	these	DET
ajase-5833	93	2	sources	source	NOUN
ajase-5833	93	3	were	be	AUX
ajase-5833	93	4	selected	select	VERB
ajase-5833	93	5	for	for	ADP
ajase-5833	93	6	their	their	PRON
ajase-5833	93	7	credibility	credibility	NOUN
ajase-5833	93	8	,	,	PUNCT
ajase-5833	93	9	consistency	consistency	NOUN
ajase-5833	93	10	and	and	CCONJ
ajase-5833	93	11	relevance	relevance	NOUN
ajase-5833	93	12	to	to	ADP
ajase-5833	93	13	ghana	ghana	PROPN
ajase-5833	93	14	’s	’s	PART
ajase-5833	93	15	macroeconomic	macroeconomic	ADJ
ajase-5833	93	16	landscape	landscape	NOUN
ajase-5833	93	17	.	.	PUNCT
ajase-5833	94	1	additionally	additionally	ADV
ajase-5833	94	2	,	,	PUNCT
ajase-5833	94	3	all	all	DET
ajase-5833	94	4	monetary	monetary	ADJ
ajase-5833	94	5	figures	figure	NOUN
ajase-5833	94	6	were	be	AUX
ajase-5833	94	7	converted	convert	VERB
ajase-5833	94	8	into	into	ADP
ajase-5833	94	9	real	real	ADJ
ajase-5833	94	10	terms	term	NOUN
ajase-5833	94	11	to	to	PART
ajase-5833	94	12	neutralize	neutralize	VERB
ajase-5833	94	13	inflationary	inflationary	ADJ
ajase-5833	94	14	effects	effect	NOUN
ajase-5833	94	15	,	,	PUNCT
ajase-5833	94	16	which	which	PRON
ajase-5833	94	17	ensures	ensure	VERB
ajase-5833	94	18	that	that	SCONJ
ajase-5833	94	19	our	our	PRON
ajase-5833	94	20	analysis	analysis	NOUN
ajase-5833	94	21	captures	capture	VERB
ajase-5833	94	22	genuine	genuine	ADJ
ajase-5833	94	23	economic	economic	ADJ
ajase-5833	94	24	impacts	impact	NOUN
ajase-5833	94	25	.	.	PUNCT
ajase-5833	95	1	model	model	NOUN
ajase-5833	95	2	specification	specification	NOUN
ajase-5833	95	3	the	the	DET
ajase-5833	95	4	empirical	empirical	ADJ
ajase-5833	95	5	model	model	NOUN
ajase-5833	95	6	is	be	AUX
ajase-5833	95	7	defined	define	VERB
ajase-5833	95	8	as	as	ADP
ajase-5833	95	9	a	a	DET
ajase-5833	95	10	linear	linear	ADJ
ajase-5833	95	11	regression	regression	NOUN
ajase-5833	95	12	in	in	ADP
ajase-5833	95	13	which	which	PRON
ajase-5833	95	14	the	the	DET
ajase-5833	95	15	dependent	dependent	ADJ
ajase-5833	95	16	variable	variable	NOUN
ajase-5833	95	17	is	be	AUX
ajase-5833	95	18	the	the	DET
ajase-5833	95	19	government	government	NOUN
ajase-5833	95	20	expenditure	expenditure	NOUN
ajase-5833	95	21	and	and	CCONJ
ajase-5833	95	22	the	the	DET
ajase-5833	95	23	independent	independent	ADJ
ajase-5833	95	24	variables	variable	NOUN
ajase-5833	95	25	are	be	AUX
ajase-5833	95	26	gdp	gdp	NOUN
ajase-5833	95	27	growth	growth	NOUN
ajase-5833	95	28	rate	rate	NOUN
ajase-5833	95	29	,	,	PUNCT
ajase-5833	95	30	inflation	inflation	NOUN
ajase-5833	95	31	rate	rate	NOUN
ajase-5833	95	32	,	,	PUNCT
ajase-5833	95	33	interest	interest	NOUN
ajase-5833	95	34	rate	rate	NOUN
ajase-5833	95	35	,	,	PUNCT
ajase-5833	95	36	public	public	ADJ
ajase-5833	95	37	debt	debt	NOUN
ajase-5833	95	38	and	and	CCONJ
ajase-5833	95	39	unemployment	unemployment	NOUN
ajase-5833	95	40	rate	rate	NOUN
ajase-5833	95	41	.	.	PUNCT
ajase-5833	96	1	the	the	DET
ajase-5833	96	2	model	model	NOUN
ajase-5833	96	3	is	be	AUX
ajase-5833	96	4	presented	present	VERB
ajase-5833	96	5	as	as	ADP
ajase-5833	96	6	:	:	PUNCT
ajase-5833	96	7	govexpt	govexpt	NOUN
ajase-5833	96	8	=	=	PUNCT
ajase-5833	97	1	βo	βo	X
ajase-5833	97	2	+	+	PUNCT
ajase-5833	97	3	β1gdpgrt	β1gdpgrt	NOUN
ajase-5833	97	4	+	+	PUNCT
ajase-5833	97	5	β2inft	β2inft	VERB
ajase-5833	97	6	+	+	CCONJ
ajase-5833	97	7	β3intt	β3intt	NOUN
ajase-5833	97	8	+	+	NUM
ajase-5833	97	9	β4	β4	ADJ
ajase-5833	97	10	pubdet	pubdet	NOUN
ajase-5833	97	11	+	+	CCONJ
ajase-5833	97	12	β5unempt	β5unempt	PROPN
ajase-5833	98	1	+	+	CCONJ
ajase-5833	98	2	εt	εt	INTJ
ajase-5833	98	3	where	where	SCONJ
ajase-5833	98	4	,	,	PUNCT
ajase-5833	98	5	govexpt=	govexpt=	ADJ
ajase-5833	98	6	government	government	NOUN
ajase-5833	98	7	expenditure	expenditure	NOUN
ajase-5833	98	8	at	at	ADP
ajase-5833	98	9	time	time	NOUN
ajase-5833	98	10	t	t	PROPN
ajase-5833	98	11	gdpgrt	gdpgrt	NOUN
ajase-5833	98	12	=	=	PROPN
ajase-5833	98	13	gdp	gdp	NOUN
ajase-5833	98	14	growth	growth	NOUN
ajase-5833	98	15	rate	rate	NOUN
ajase-5833	98	16	at	at	ADP
ajase-5833	98	17	time	time	NOUN
ajase-5833	98	18	t	t	PROPN
ajase-5833	98	19	pa	pa	PROPN
ajase-5833	98	20	ge	ge	PROPN
ajase-5833	98	21	12	12	NUM
ajase-5833	98	22	2	2	NUM
ajase-5833	98	23	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	98	24	am	am	NOUN
ajase-5833	98	25	.	.	PUNCT
ajase-5833	99	1	j.	j.	PROPN
ajase-5833	99	2	appl	appl	PROPN
ajase-5833	99	3	.	.	PROPN
ajase-5833	100	1	stat	stat	PROPN
ajase-5833	100	2	.	.	PUNCT
ajase-5833	101	1	econ	econ	PROPN
ajase-5833	101	2	.	.	PUNCT
ajase-5833	102	1	4(1	4(1	X
ajase-5833	102	2	)	)	PUNCT
ajase-5833	103	1	119	119	NUM
ajase-5833	103	2	-	-	SYM
ajase-5833	103	3	126	126	NUM
ajase-5833	103	4	,	,	PUNCT
ajase-5833	103	5	2025	2025	NUM
ajase-5833	103	6	inft	inft	VERB
ajase-5833	103	7	=	=	PUNCT
ajase-5833	103	8	inflation	inflation	NOUN
ajase-5833	103	9	rate	rate	NOUN
ajase-5833	103	10	at	at	ADP
ajase-5833	103	11	time	time	NOUN
ajase-5833	103	12	t	t	PROPN
ajase-5833	103	13	intt	intt	NOUN
ajase-5833	103	14	=	=	SYM
ajase-5833	103	15	interest	interest	NOUN
ajase-5833	103	16	rate	rate	NOUN
ajase-5833	103	17	at	at	ADP
ajase-5833	103	18	time	time	NOUN
ajase-5833	103	19	t	t	PROPN
ajase-5833	103	20	pubdet	pubdet	NOUN
ajase-5833	103	21	=	=	SYM
ajase-5833	103	22	public	public	ADJ
ajase-5833	103	23	debt	debt	NOUN
ajase-5833	103	24	at	at	ADP
ajase-5833	103	25	time	time	NOUN
ajase-5833	103	26	t	t	PROPN
ajase-5833	103	27	unempt	unempt	NOUN
ajase-5833	103	28	=	=	PUNCT
ajase-5833	103	29	unemployment	unemployment	NOUN
ajase-5833	103	30	rate	rate	NOUN
ajase-5833	103	31	at	at	ADP
ajase-5833	103	32	time	time	NOUN
ajase-5833	103	33	t	t	PROPN
ajase-5833	103	34	βo	βo	PROPN
ajase-5833	103	35	is	be	AUX
ajase-5833	103	36	the	the	DET
ajase-5833	103	37	intercept	intercept	NOUN
ajase-5833	103	38	β1,β2	β1,β2	PROPN
ajase-5833	103	39	…	…	SYM
ajase-5833	103	40	β5	β5	NOUN
ajase-5833	103	41	are	be	AUX
ajase-5833	103	42	the	the	DET
ajase-5833	103	43	coefficients	coefficient	NOUN
ajase-5833	103	44	for	for	ADP
ajase-5833	103	45	the	the	DET
ajase-5833	103	46	explanatory	explanatory	ADJ
ajase-5833	103	47	variable	variable	NOUN
ajase-5833	103	48	εt	εt	PRON
ajase-5833	103	49	is	be	AUX
ajase-5833	103	50	the	the	DET
ajase-5833	103	51	error	error	NOUN
ajase-5833	103	52	term	term	NOUN
ajase-5833	103	53	the	the	DET
ajase-5833	103	54	equation	equation	NOUN
ajase-5833	103	55	above	above	ADV
ajase-5833	103	56	can	can	AUX
ajase-5833	103	57	be	be	AUX
ajase-5833	103	58	written	write	VERB
ajase-5833	103	59	in	in	ADP
ajase-5833	103	60	matrix	matrix	NOUN
ajase-5833	103	61	form	form	NOUN
ajase-5833	103	62	as	as	ADP
ajase-5833	103	63	:	:	PUNCT
ajase-5833	103	64	y	y	PROPN
ajase-5833	103	65	=	=	SYM
ajase-5833	103	66	xβ+ϵ	xβ+ϵ	PROPN
ajase-5833	103	67	,	,	PUNCT
ajase-5833	103	68	the	the	DET
ajase-5833	103	69	error	error	NOUN
ajase-5833	103	70	term	term	NOUN
ajase-5833	103	71	is	be	AUX
ajase-5833	103	72	assumed	assume	VERB
ajase-5833	103	73	to	to	PART
ajase-5833	103	74	follow	follow	VERB
ajase-5833	103	75	a	a	DET
ajase-5833	103	76	normal	normal	ADJ
ajase-5833	103	77	distribution	distribution	NOUN
ajase-5833	103	78	(	(	PUNCT
ajase-5833	103	79	i.e.	i.e.	X
ajase-5833	103	80	ϵ~nn	ϵ~nn	X
ajase-5833	103	81	(	(	PUNCT
ajase-5833	103	82	0,σ2	0,σ2	NOUN
ajase-5833	103	83	i	i	NOUN
ajase-5833	103	84	)	)	PUNCT
ajase-5833	103	85	)	)	PUNCT
ajase-5833	103	86	,	,	PUNCT
ajase-5833	103	87	β=(β0,β1	β=(β0,β1	CCONJ
ajase-5833	103	88	…	…	SYM
ajase-5833	103	89	βk-1	βk-1	X
ajase-5833	103	90	)	)	PUNCT
ajase-5833	103	91	t	t	PROPN
ajase-5833	103	92	,	,	PUNCT
ajase-5833	103	93	is	be	AUX
ajase-5833	103	94	the	the	DET
ajase-5833	103	95	n×k	n×k	PROPN
ajase-5833	103	96	vector	vector	NOUN
ajase-5833	103	97	of	of	ADP
ajase-5833	103	98	parameters	parameter	NOUN
ajase-5833	103	99	and	and	CCONJ
ajase-5833	103	100	ϵ=(ϵ1	ϵ=(ϵ1	NOUN
ajase-5833	103	101	,	,	PUNCT
ajase-5833	103	102	ϵ2	ϵ2	ADJ
ajase-5833	103	103	…	…	SYM
ajase-5833	103	104	ϵn	ϵn	NOUN
ajase-5833	103	105	)	)	PUNCT
ajase-5833	103	106	t	t	PROPN
ajase-5833	103	107	the	the	DET
ajase-5833	103	108	n×1	n×1	PROPN
ajase-5833	103	109	vectors	vector	NOUN
ajase-5833	103	110	of	of	ADP
ajase-5833	103	111	errors	error	NOUN
ajase-5833	103	112	.	.	PUNCT
ajase-5833	104	1	in	in	ADP
ajase-5833	104	2	contrast	contrast	NOUN
ajase-5833	104	3	,	,	PUNCT
ajase-5833	104	4	bayesian	bayesian	NOUN
ajase-5833	104	5	regression	regression	NOUN
ajase-5833	104	6	involves	involve	VERB
ajase-5833	104	7	prior	prior	ADJ
ajase-5833	104	8	beliefs	belief	NOUN
ajase-5833	104	9	or	or	CCONJ
ajase-5833	104	10	knowledge	knowledge	NOUN
ajase-5833	104	11	in	in	ADP
ajase-5833	104	12	the	the	DET
ajase-5833	104	13	study	study	NOUN
ajase-5833	104	14	by	by	ADP
ajase-5833	104	15	use	use	NOUN
ajase-5833	104	16	of	of	ADP
ajase-5833	104	17	prior	prior	ADJ
ajase-5833	104	18	distributions	distribution	NOUN
ajase-5833	104	19	as	as	SCONJ
ajase-5833	104	20	opposed	oppose	VERB
ajase-5833	104	21	to	to	ADP
ajase-5833	104	22	traditional	traditional	ADJ
ajase-5833	104	23	frequentist	frequentist	NOUN
ajase-5833	104	24	regression	regression	NOUN
ajase-5833	104	25	,	,	PUNCT
ajase-5833	104	26	which	which	PRON
ajase-5833	104	27	merely	merely	ADV
ajase-5833	104	28	uses	use	VERB
ajase-5833	104	29	observed	observed	ADJ
ajase-5833	104	30	data	datum	NOUN
ajase-5833	104	31	.	.	PUNCT
ajase-5833	105	1	in	in	ADP
ajase-5833	105	2	this	this	DET
ajase-5833	105	3	study	study	NOUN
ajase-5833	105	4	,	,	PUNCT
ajase-5833	105	5	non	non	ADJ
ajase-5833	105	6	-	-	ADJ
ajase-5833	105	7	informative	informative	ADJ
ajase-5833	105	8	priors	prior	NOUN
ajase-5833	105	9	were	be	AUX
ajase-5833	105	10	used	use	VERB
ajase-5833	105	11	to	to	PART
ajase-5833	105	12	ensure	ensure	VERB
ajase-5833	105	13	that	that	SCONJ
ajase-5833	105	14	the	the	DET
ajase-5833	105	15	data	datum	NOUN
ajase-5833	105	16	itself	itself	PRON
ajase-5833	105	17	primarily	primarily	ADV
ajase-5833	105	18	influences	influence	VERB
ajase-5833	105	19	the	the	DET
ajase-5833	105	20	results	result	NOUN
ajase-5833	105	21	,	,	PUNCT
ajase-5833	105	22	which	which	PRON
ajase-5833	105	23	allows	allow	VERB
ajase-5833	105	24	for	for	ADP
ajase-5833	105	25	an	an	DET
ajase-5833	105	26	unbiased	unbiased	ADJ
ajase-5833	105	27	estimation	estimation	NOUN
ajase-5833	105	28	process	process	NOUN
ajase-5833	105	29	.	.	PUNCT
ajase-5833	106	1	the	the	DET
ajase-5833	106	2	likelihood	likelihood	NOUN
ajase-5833	106	3	function	function	NOUN
ajase-5833	106	4	is	be	AUX
ajase-5833	106	5	assumed	assume	VERB
ajase-5833	106	6	to	to	PART
ajase-5833	106	7	be	be	AUX
ajase-5833	106	8	normally	normally	ADV
ajase-5833	106	9	distributed	distribute	VERB
ajase-5833	106	10	,	,	PUNCT
ajase-5833	106	11	which	which	PRON
ajase-5833	106	12	aligns	align	VERB
ajase-5833	106	13	with	with	ADP
ajase-5833	106	14	standard	standard	ADJ
ajase-5833	106	15	regression	regression	NOUN
ajase-5833	106	16	assumptions	assumption	NOUN
ajase-5833	106	17	.	.	PUNCT
ajase-5833	107	1	to	to	PART
ajase-5833	107	2	determine	determine	VERB
ajase-5833	107	3	the	the	DET
ajase-5833	107	4	posterior	posterior	ADJ
ajase-5833	107	5	distributions	distribution	NOUN
ajase-5833	107	6	of	of	ADP
ajase-5833	107	7	the	the	DET
ajase-5833	107	8	model	model	NOUN
ajase-5833	107	9	parameters	parameter	NOUN
ajase-5833	107	10	,	,	PUNCT
ajase-5833	107	11	the	the	DET
ajase-5833	107	12	markov	markov	NOUN
ajase-5833	107	13	chain	chain	NOUN
ajase-5833	107	14	monte	monte	PROPN
ajase-5833	107	15	carlo	carlo	PROPN
ajase-5833	107	16	(	(	PUNCT
ajase-5833	107	17	mcmc	mcmc	PROPN
ajase-5833	107	18	)	)	PUNCT
ajase-5833	107	19	method	method	NOUN
ajase-5833	107	20	was	be	AUX
ajase-5833	107	21	used	use	VERB
ajase-5833	107	22	with	with	ADP
ajase-5833	107	23	a	a	DET
ajase-5833	107	24	focus	focus	NOUN
ajase-5833	107	25	on	on	ADP
ajase-5833	107	26	the	the	DET
ajase-5833	107	27	gibbs	gibbs	PROPN
ajase-5833	107	28	sampling	sample	VERB
ajase-5833	107	29	algorithm	algorithm	NOUN
ajase-5833	107	30	.	.	PUNCT
ajase-5833	108	1	this	this	DET
ajase-5833	108	2	approach	approach	NOUN
ajase-5833	108	3	allows	allow	VERB
ajase-5833	108	4	the	the	DET
ajase-5833	108	5	problem	problem	NOUN
ajase-5833	108	6	of	of	ADP
ajase-5833	108	7	approximating	approximate	VERB
ajase-5833	108	8	complex	complex	ADJ
ajase-5833	108	9	posterior	posterior	ADJ
ajase-5833	108	10	distributions	distribution	NOUN
ajase-5833	108	11	with	with	ADP
ajase-5833	108	12	efficiency	efficiency	NOUN
ajase-5833	108	13	and	and	CCONJ
ajase-5833	108	14	credibility	credibility	NOUN
ajase-5833	108	15	,	,	PUNCT
ajase-5833	108	16	mostly	mostly	ADV
ajase-5833	108	17	in	in	ADP
ajase-5833	108	18	situations	situation	NOUN
ajase-5833	108	19	where	where	SCONJ
ajase-5833	108	20	an	an	DET
ajase-5833	108	21	analytical	analytical	ADJ
ajase-5833	108	22	solution	solution	NOUN
ajase-5833	108	23	is	be	AUX
ajase-5833	108	24	not	not	PART
ajase-5833	108	25	possible	possible	ADJ
ajase-5833	108	26	(	(	PUNCT
ajase-5833	108	27	kruschke	kruschke	ADJ
ajase-5833	108	28	,	,	PUNCT
ajase-5833	108	29	2018	2018	NUM
ajase-5833	108	30	)	)	PUNCT
ajase-5833	108	31	.	.	PUNCT
ajase-5833	109	1	estimation	estimation	NOUN
ajase-5833	109	2	technique	technique	NOUN
ajase-5833	109	3	in	in	ADP
ajase-5833	109	4	bayesian	bayesian	NOUN
ajase-5833	109	5	inference	inference	NOUN
ajase-5833	109	6	,	,	PUNCT
ajase-5833	109	7	the	the	DET
ajase-5833	109	8	goal	goal	NOUN
ajase-5833	109	9	is	be	AUX
ajase-5833	109	10	to	to	PART
ajase-5833	109	11	estimate	estimate	VERB
ajase-5833	109	12	the	the	DET
ajase-5833	109	13	posterior	posterior	ADJ
ajase-5833	109	14	distribution	distribution	NOUN
ajase-5833	109	15	of	of	ADP
ajase-5833	109	16	the	the	DET
ajase-5833	109	17	model	model	NOUN
ajase-5833	109	18	parameters	parameter	NOUN
ajase-5833	109	19	β=(β1,β2	β=(β1,β2	PROPN
ajase-5833	109	20	…	…	PUNCT
ajase-5833	109	21	βk	βk	NOUN
ajase-5833	109	22	)	)	PUNCT
ajase-5833	109	23	and	and	CCONJ
ajase-5833	109	24	σ2	σ2	PROPN
ajase-5833	109	25	conditional	conditional	ADJ
ajase-5833	109	26	on	on	ADP
ajase-5833	109	27	the	the	DET
ajase-5833	109	28	observed	observe	VERB
ajase-5833	109	29	data	datum	NOUN
ajase-5833	109	30	.	.	PUNCT
ajase-5833	110	1	this	this	DET
ajase-5833	110	2	study	study	NOUN
ajase-5833	110	3	models	model	VERB
ajase-5833	110	4	the	the	DET
ajase-5833	110	5	relationship	relationship	NOUN
ajase-5833	110	6	between	between	ADP
ajase-5833	110	7	government	government	NOUN
ajase-5833	110	8	spending	spending	NOUN
ajase-5833	110	9	and	and	CCONJ
ajase-5833	110	10	five	five	NUM
ajase-5833	110	11	key	key	ADJ
ajase-5833	110	12	macroeconomic	macroeconomic	ADJ
ajase-5833	110	13	variables	variable	NOUN
ajase-5833	110	14	:	:	PUNCT
ajase-5833	110	15	gdp	gdp	NOUN
ajase-5833	110	16	growth	growth	NOUN
ajase-5833	110	17	,	,	PUNCT
ajase-5833	110	18	inflation	inflation	NOUN
ajase-5833	110	19	rate	rate	NOUN
ajase-5833	110	20	,	,	PUNCT
ajase-5833	110	21	interest	interest	NOUN
ajase-5833	110	22	rate	rate	NOUN
ajase-5833	110	23	,	,	PUNCT
ajase-5833	110	24	public	public	ADJ
ajase-5833	110	25	debt	debt	NOUN
ajase-5833	110	26	and	and	CCONJ
ajase-5833	110	27	unemployment	unemployment	NOUN
ajase-5833	110	28	rate	rate	NOUN
ajase-5833	110	29	.	.	PUNCT
ajase-5833	111	1	the	the	DET
ajase-5833	111	2	bayesian	bayesian	NOUN
ajase-5833	111	3	estimation	estimation	NOUN
ajase-5833	111	4	process	process	NOUN
ajase-5833	111	5	involves	involve	VERB
ajase-5833	111	6	three	three	NUM
ajase-5833	111	7	key	key	ADJ
ajase-5833	111	8	steps	step	NOUN
ajase-5833	111	9	:	:	PUNCT
ajase-5833	111	10	first	first	ADV
ajase-5833	111	11	,	,	PUNCT
ajase-5833	111	12	we	we	PRON
ajase-5833	111	13	define	define	VERB
ajase-5833	111	14	the	the	DET
ajase-5833	111	15	prior	prior	ADJ
ajase-5833	111	16	distributions	distribution	NOUN
ajase-5833	111	17	for	for	ADP
ajase-5833	111	18	each	each	DET
ajase-5833	111	19	β	β	NOUN
ajase-5833	111	20	.	.	PUNCT
ajase-5833	112	1	given	give	VERB
ajase-5833	112	2	that	that	SCONJ
ajase-5833	112	3	we	we	PRON
ajase-5833	112	4	lack	lack	VERB
ajase-5833	112	5	strong	strong	ADJ
ajase-5833	112	6	prior	prior	ADJ
ajase-5833	112	7	information	information	NOUN
ajase-5833	112	8	about	about	ADP
ajase-5833	112	9	the	the	DET
ajase-5833	112	10	exact	exact	ADJ
ajase-5833	112	11	magnitude	magnitude	NOUN
ajase-5833	112	12	of	of	ADP
ajase-5833	112	13	the	the	DET
ajase-5833	112	14	effects	effect	NOUN
ajase-5833	112	15	for	for	ADP
ajase-5833	112	16	the	the	DET
ajase-5833	112	17	β	β	NOUN
ajase-5833	112	18	’s	’s	NOUN
ajase-5833	112	19	,	,	PUNCT
ajase-5833	112	20	we	we	PRON
ajase-5833	112	21	used	use	VERB
ajase-5833	112	22	weakly	weakly	ADJ
ajase-5833	112	23	informative	informative	ADJ
ajase-5833	112	24	priors	prior	NOUN
ajase-5833	112	25	.	.	PUNCT
ajase-5833	113	1	the	the	DET
ajase-5833	113	2	prior	prior	ADJ
ajase-5833	113	3	distribution	distribution	NOUN
ajase-5833	113	4	for	for	ADP
ajase-5833	113	5	each	each	DET
ajase-5833	113	6	coefficient	coefficient	NOUN
ajase-5833	113	7	(	(	PUNCT
ajase-5833	113	8	β	β	NOUN
ajase-5833	113	9	)	)	PUNCT
ajase-5833	113	10	is	be	AUX
ajase-5833	113	11	assumed	assume	VERB
ajase-5833	113	12	to	to	PART
ajase-5833	113	13	follow	follow	VERB
ajase-5833	113	14	a	a	DET
ajase-5833	113	15	normal	normal	ADJ
ajase-5833	113	16	distribution	distribution	NOUN
ajase-5833	113	17	with	with	ADP
ajase-5833	113	18	mean	mean	NOUN
ajase-5833	113	19	m	m	NOUN
ajase-5833	113	20	and	and	CCONJ
ajase-5833	113	21	variance	variance	NOUN
ajase-5833	113	22	v	v	ADP
ajase-5833	113	23	(	(	PUNCT
ajase-5833	113	24	β	β	X
ajase-5833	113	25	~	~	SYM
ajase-5833	113	26	n(m	n(m	PROPN
ajase-5833	113	27	,	,	PUNCT
ajase-5833	113	28	v	v	NOUN
ajase-5833	113	29	)	)	PUNCT
ajase-5833	113	30	)	)	PUNCT
ajase-5833	113	31	to	to	PART
ajase-5833	113	32	allow	allow	VERB
ajase-5833	113	33	flexibility	flexibility	NOUN
ajase-5833	113	34	.	.	PUNCT
ajase-5833	114	1	the	the	DET
ajase-5833	114	2	prior	prior	ADJ
ajase-5833	114	3	density	density	NOUN
ajase-5833	114	4	function	function	NOUN
ajase-5833	114	5	for	for	ADP
ajase-5833	114	6	each	each	DET
ajase-5833	114	7	β	β	NOUN
ajase-5833	114	8	is	be	AUX
ajase-5833	114	9	the	the	DET
ajase-5833	114	10	prior	prior	ADJ
ajase-5833	114	11	distribution	distribution	NOUN
ajase-5833	114	12	for	for	ADP
ajase-5833	114	13	σ2	σ2	PROPN
ajase-5833	114	14	is	be	AUX
ajase-5833	114	15	also	also	ADV
ajase-5833	114	16	assumed	assume	VERB
ajase-5833	114	17	to	to	PART
ajase-5833	114	18	follow	follow	VERB
ajase-5833	114	19	an	an	DET
ajase-5833	114	20	inverse	inverse	NOUN
ajase-5833	114	21	gamma	gamma	NOUN
ajase-5833	114	22	distribution	distribution	NOUN
ajase-5833	114	23	with	with	ADP
ajase-5833	114	24	hyperparameters	hyperparameter	NOUN
ajase-5833	114	25	a	a	PRON
ajase-5833	114	26	and	and	CCONJ
ajase-5833	114	27	b.	b.	VERB
ajase-5833	114	28	the	the	DET
ajase-5833	114	29	prior	prior	ADJ
ajase-5833	114	30	density	density	NOUN
ajase-5833	114	31	function	function	NOUN
ajase-5833	114	32	for	for	ADP
ajase-5833	114	33	σ2	σ2	PROPN
ajase-5833	114	34	is	be	AUX
ajase-5833	114	35	:	:	PUNCT
ajase-5833	114	36	secondly	secondly	ADV
ajase-5833	114	37	,	,	PUNCT
ajase-5833	114	38	we	we	PRON
ajase-5833	114	39	specify	specify	VERB
ajase-5833	114	40	the	the	DET
ajase-5833	114	41	likelihood	likelihood	NOUN
ajase-5833	114	42	distribution	distribution	NOUN
ajase-5833	114	43	of	of	ADP
ajase-5833	114	44	the	the	DET
ajase-5833	114	45	observed	observed	ADJ
ajase-5833	114	46	y.	y.	NOUN
ajase-5833	114	47	the	the	DET
ajase-5833	114	48	likelihood	likelihood	NOUN
ajase-5833	114	49	function	function	NOUN
ajase-5833	114	50	was	be	AUX
ajase-5833	114	51	derived	derive	VERB
ajase-5833	114	52	based	base	VERB
ajase-5833	114	53	on	on	ADP
ajase-5833	114	54	the	the	DET
ajase-5833	114	55	observed	observe	VERB
ajase-5833	114	56	data	datum	NOUN
ajase-5833	114	57	and	and	CCONJ
ajase-5833	114	58	the	the	DET
ajase-5833	114	59	assumed	assume	VERB
ajase-5833	114	60	error	error	NOUN
ajase-5833	114	61	distribution	distribution	NOUN
ajase-5833	114	62	.	.	PUNCT
ajase-5833	115	1	the	the	DET
ajase-5833	115	2	likelihood	likelihood	NOUN
ajase-5833	115	3	of	of	ADP
ajase-5833	115	4	the	the	DET
ajase-5833	115	5	joint	joint	ADJ
ajase-5833	115	6	density	density	NOUN
ajase-5833	115	7	function	function	NOUN
ajase-5833	115	8	of	of	ADP
ajase-5833	115	9	the	the	DET
ajase-5833	115	10	observed	observed	ADJ
ajase-5833	115	11	yi	yi	NOUN
ajase-5833	115	12	’s	’s	PART
ajase-5833	115	13	is	be	AUX
ajase-5833	115	14	:	:	PUNCT
ajase-5833	115	15	figure	figure	VERB
ajase-5833	115	16	1	1	NUM
ajase-5833	115	17	:	:	PUNCT
ajase-5833	115	18	histogram	histogram	NOUN
ajase-5833	115	19	of	of	ADP
ajase-5833	115	20	government	government	NOUN
ajase-5833	115	21	spending	spending	NOUN
ajase-5833	115	22	with	with	ADP
ajase-5833	115	23	a	a	DET
ajase-5833	115	24	normal	normal	ADJ
ajase-5833	115	25	curve	curve	NOUN
ajase-5833	115	26	because	because	SCONJ
ajase-5833	115	27	the	the	DET
ajase-5833	115	28	purpose	purpose	NOUN
ajase-5833	115	29	of	of	ADP
ajase-5833	115	30	the	the	DET
ajase-5833	115	31	study	study	NOUN
ajase-5833	115	32	is	be	AUX
ajase-5833	115	33	to	to	PART
ajase-5833	115	34	find	find	VERB
ajase-5833	115	35	out	out	ADP
ajase-5833	115	36	how	how	SCONJ
ajase-5833	115	37	the	the	DET
ajase-5833	115	38	macroeconomic	macroeconomic	ADJ
ajase-5833	115	39	indicators	indicator	NOUN
ajase-5833	115	40	affect	affect	VERB
ajase-5833	115	41	government	government	NOUN
ajase-5833	115	42	spending	spending	NOUN
ajase-5833	115	43	trends	trend	NOUN
ajase-5833	116	1	,	,	PUNCT
ajase-5833	116	2	the	the	DET
ajase-5833	116	3	histogram	histogram	NOUN
ajase-5833	116	4	(	(	PUNCT
ajase-5833	116	5	figure	figure	NOUN
ajase-5833	116	6	1	1	NUM
ajase-5833	116	7	above	above	ADV
ajase-5833	116	8	)	)	PUNCT
ajase-5833	116	9	reveals	reveal	VERB
ajase-5833	116	10	that	that	SCONJ
ajase-5833	116	11	the	the	DET
ajase-5833	116	12	data	datum	NOUN
ajase-5833	116	13	on	on	ADP
ajase-5833	116	14	government	government	NOUN
ajase-5833	116	15	spending	spending	NOUN
ajase-5833	116	16	is	be	AUX
ajase-5833	116	17	approximately	approximately	ADV
ajase-5833	116	18	normally	normally	ADV
ajase-5833	116	19	distributed	distribute	VERB
ajase-5833	116	20	,	,	PUNCT
ajase-5833	116	21	with	with	ADP
ajase-5833	116	22	a	a	DET
ajase-5833	116	23	slight	slight	ADJ
ajase-5833	116	24	skew	skew	NOUN
ajase-5833	116	25	in	in	ADP
ajase-5833	116	26	the	the	DET
ajase-5833	116	27	right	right	ADJ
ajase-5833	116	28	direction	direction	NOUN
ajase-5833	116	29	.	.	PUNCT
ajase-5833	117	1	this	this	PRON
ajase-5833	117	2	is	be	AUX
ajase-5833	117	3	in	in	ADP
ajase-5833	117	4	support	support	NOUN
ajase-5833	117	5	of	of	ADP
ajase-5833	117	6	the	the	DET
ajase-5833	117	7	likelihood	likelihood	NOUN
ajase-5833	117	8	function	function	NOUN
ajase-5833	117	9	of	of	ADP
ajase-5833	117	10	the	the	DET
ajase-5833	117	11	bayesian	bayesian	NOUN
ajase-5833	117	12	model	model	NOUN
ajase-5833	117	13	,	,	PUNCT
ajase-5833	117	14	which	which	PRON
ajase-5833	117	15	implies	imply	VERB
ajase-5833	117	16	that	that	SCONJ
ajase-5833	117	17	a	a	DET
ajase-5833	117	18	gaussian	gaussian	ADJ
ajase-5833	117	19	likelihood	likelihood	NOUN
ajase-5833	117	20	is	be	AUX
ajase-5833	117	21	suitable	suitable	ADJ
ajase-5833	117	22	.	.	PUNCT
ajase-5833	118	1	the	the	DET
ajase-5833	118	2	consistency	consistency	NOUN
ajase-5833	118	3	between	between	ADP
ajase-5833	118	4	the	the	DET
ajase-5833	118	5	data	datum	NOUN
ajase-5833	118	6	with	with	ADP
ajase-5833	118	7	the	the	DET
ajase-5833	118	8	normal	normal	ADJ
ajase-5833	118	9	curve	curve	NOUN
ajase-5833	118	10	indicates	indicate	VERB
ajase-5833	118	11	a	a	DET
ajase-5833	118	12	well	well	ADV
ajase-5833	118	13	-	-	PUNCT
ajase-5833	118	14	specified	specify	VERB
ajase-5833	118	15	inference	inference	NOUN
ajase-5833	118	16	model	model	NOUN
ajase-5833	118	17	.	.	PUNCT
ajase-5833	119	1	thirdly	thirdly	ADV
ajase-5833	119	2	,	,	PUNCT
ajase-5833	119	3	using	use	VERB
ajase-5833	119	4	mcmc	mcmc	NOUN
ajase-5833	119	5	sampling	sample	VERB
ajase-5833	119	6	techniques	technique	NOUN
ajase-5833	119	7	,	,	PUNCT
ajase-5833	119	8	the	the	DET
ajase-5833	119	9	posterior	posterior	ADJ
ajase-5833	119	10	distributions	distribution	NOUN
ajase-5833	119	11	of	of	ADP
ajase-5833	119	12	the	the	DET
ajase-5833	119	13	parameters	parameter	NOUN
ajase-5833	119	14	(	(	PUNCT
ajase-5833	119	15	β	β	X
ajase-5833	119	16	’s	’s	PART
ajase-5833	119	17	)	)	PUNCT
ajase-5833	119	18	are	be	AUX
ajase-5833	119	19	obtained	obtain	VERB
ajase-5833	119	20	,	,	PUNCT
ajase-5833	119	21	which	which	PRON
ajase-5833	119	22	allows	allow	VERB
ajase-5833	119	23	for	for	ADP
ajase-5833	119	24	robust	robust	ADJ
ajase-5833	119	25	estimation	estimation	NOUN
ajase-5833	119	26	and	and	CCONJ
ajase-5833	119	27	uncertainty	uncertainty	NOUN
ajase-5833	119	28	quantification	quantification	NOUN
ajase-5833	119	29	.	.	PUNCT
ajase-5833	120	1	the	the	DET
ajase-5833	120	2	posterior	posterior	ADJ
ajase-5833	120	3	density	density	NOUN
ajase-5833	120	4	function	function	NOUN
ajase-5833	120	5	for	for	ADP
ajase-5833	120	6	β	β	PROPN
ajase-5833	120	7	and	and	CCONJ
ajase-5833	120	8	σ2	σ2	PROPN
ajase-5833	120	9	were	be	AUX
ajase-5833	120	10	derived	derive	VERB
ajase-5833	120	11	using	use	VERB
ajase-5833	120	12	the	the	DET
ajase-5833	120	13	formula	formula	NOUN
ajase-5833	120	14	:	:	PUNCT
ajase-5833	120	15	pa	pa	PROPN
ajase-5833	120	16	ge	ge	PROPN
ajase-5833	120	17	12	12	NUM
ajase-5833	120	18	3	3	NUM
ajase-5833	120	19	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	120	20	am	am	NOUN
ajase-5833	120	21	.	.	PUNCT
ajase-5833	121	1	j.	j.	PROPN
ajase-5833	121	2	appl	appl	PROPN
ajase-5833	121	3	.	.	PROPN
ajase-5833	122	1	stat	stat	PROPN
ajase-5833	122	2	.	.	PUNCT
ajase-5833	123	1	econ	econ	PROPN
ajase-5833	123	2	.	.	PUNCT
ajase-5833	124	1	4(1	4(1	X
ajase-5833	124	2	)	)	PUNCT
ajase-5833	125	1	119	119	NUM
ajase-5833	125	2	-	-	SYM
ajase-5833	125	3	126	126	NUM
ajase-5833	125	4	,	,	PUNCT
ajase-5833	125	5	2025	2025	NUM
ajase-5833	125	6	data	datum	NOUN
ajase-5833	125	7	analysis	analysis	NOUN
ajase-5833	125	8	and	and	CCONJ
ajase-5833	125	9	discussions	discussion	NOUN
ajase-5833	125	10	this	this	DET
ajase-5833	125	11	study	study	NOUN
ajase-5833	125	12	employed	employ	VERB
ajase-5833	125	13	a	a	DET
ajase-5833	125	14	bayesian	bayesian	NOUN
ajase-5833	125	15	multiple	multiple	ADJ
ajase-5833	125	16	regression	regression	NOUN
ajase-5833	125	17	framework	framework	NOUN
ajase-5833	125	18	to	to	PART
ajase-5833	125	19	examine	examine	VERB
ajase-5833	125	20	how	how	SCONJ
ajase-5833	125	21	key	key	ADJ
ajase-5833	125	22	macroeconomic	macroeconomic	ADJ
ajase-5833	125	23	variables	variable	NOUN
ajase-5833	125	24	,	,	PUNCT
ajase-5833	125	25	including	include	VERB
ajase-5833	125	26	gdp	gdp	NOUN
ajase-5833	125	27	growth	growth	NOUN
ajase-5833	125	28	,	,	PUNCT
ajase-5833	125	29	inflation	inflation	NOUN
ajase-5833	125	30	rate	rate	NOUN
ajase-5833	125	31	,	,	PUNCT
ajase-5833	125	32	interest	interest	NOUN
ajase-5833	125	33	rates	rate	NOUN
ajase-5833	125	34	,	,	PUNCT
ajase-5833	125	35	public	public	ADJ
ajase-5833	125	36	debt	debt	NOUN
ajase-5833	125	37	and	and	CCONJ
ajase-5833	125	38	unemployment	unemployment	NOUN
ajase-5833	125	39	rate	rate	NOUN
ajase-5833	125	40	,	,	PUNCT
ajase-5833	125	41	affect	affect	VERB
ajase-5833	125	42	government	government	NOUN
ajase-5833	125	43	spending	spending	NOUN
ajase-5833	125	44	.	.	PUNCT
ajase-5833	126	1	through	through	ADP
ajase-5833	126	2	the	the	DET
ajase-5833	126	3	adoption	adoption	NOUN
ajase-5833	126	4	of	of	ADP
ajase-5833	126	5	a	a	DET
ajase-5833	126	6	bayesian	bayesian	NOUN
ajase-5833	126	7	approach	approach	NOUN
ajase-5833	126	8	,	,	PUNCT
ajase-5833	126	9	the	the	DET
ajase-5833	126	10	analysis	analysis	NOUN
ajase-5833	126	11	does	do	AUX
ajase-5833	126	12	not	not	PART
ajase-5833	126	13	capture	capture	VERB
ajase-5833	126	14	the	the	DET
ajase-5833	126	15	direction	direction	NOUN
ajase-5833	126	16	and	and	CCONJ
ajase-5833	126	17	strength	strength	NOUN
ajase-5833	126	18	of	of	ADP
ajase-5833	126	19	these	these	DET
ajase-5833	126	20	relationships	relationship	NOUN
ajase-5833	126	21	only	only	ADV
ajase-5833	126	22	but	but	CCONJ
ajase-5833	126	23	also	also	ADV
ajase-5833	126	24	provides	provide	VERB
ajase-5833	126	25	a	a	DET
ajase-5833	126	26	table	table	NOUN
ajase-5833	126	27	1	1	NUM
ajase-5833	126	28	:	:	PUNCT
ajase-5833	126	29	posterior	posterior	ADJ
ajase-5833	126	30	estimates	estimate	NOUN
ajase-5833	126	31	of	of	ADP
ajase-5833	126	32	the	the	DET
ajase-5833	126	33	bayesian	bayesian	NOUN
ajase-5833	126	34	regression	regression	NOUN
ajase-5833	126	35	model	model	NOUN
ajase-5833	126	36	macroeconomic	macroeconomic	ADJ
ajase-5833	126	37	indicators	indicator	NOUN
ajase-5833	126	38	mean	mean	VERB
ajase-5833	126	39	sd	sd	ADP
ajase-5833	126	40	hdi	hdi	PROPN
ajase-5833	126	41	3	3	NUM
ajase-5833	126	42	%	%	NOUN
ajase-5833	126	43	hdi	hdi	PROPN
ajase-5833	126	44	97	97	NUM
ajase-5833	126	45	%	%	NOUN
ajase-5833	127	1	mcse	mcse	NOUN
ajase-5833	127	2	mean	mean	PROPN
ajase-5833	127	3	mcse	mcse	PROPN
ajase-5833	127	4	sd	sd	AUX
ajase-5833	127	5	intercept	intercept	VERB
ajase-5833	127	6	27.498	27.498	NUM
ajase-5833	127	7	6.681	6.681	NUM
ajase-5833	127	8	14.352	14.352	NUM
ajase-5833	127	9	39.458	39.458	NUM
ajase-5833	127	10	0.115	0.115	NUM
ajase-5833	127	11	0.081	0.081	NUM
ajase-5833	127	12	gdp	gdp	NOUN
ajase-5833	127	13	growth	growth	NOUN
ajase-5833	127	14	1.681	1.681	NUM
ajase-5833	127	15	0.555	0.555	NUM
ajase-5833	127	16	0.654	0.654	NUM
ajase-5833	127	17	2.707	2.707	NUM
ajase-5833	127	18	0.012	0.012	NUM
ajase-5833	127	19	0.008	0.008	NUM
ajase-5833	127	20	inflation	inflation	NOUN
ajase-5833	127	21	rate	rate	NOUN
ajase-5833	127	22	0.300	0.300	NUM
ajase-5833	127	23	0.184	0.184	NUM
ajase-5833	127	24	-0.021	-0.021	NOUN
ajase-5833	127	25	0.676	0.676	NUM
ajase-5833	127	26	0.003	0.003	NUM
ajase-5833	127	27	0.002	0.002	NUM
ajase-5833	127	28	interest	interest	NOUN
ajase-5833	127	29	rate	rate	NOUN
ajase-5833	127	30	-1.797	-1.797	NOUN
ajase-5833	127	31	0.399	0.399	NUM
ajase-5833	127	32	-2.580	-2.580	NOUN
ajase-5833	127	33	-1.071	-1.071	NUM
ajase-5833	127	34	0.009	0.009	NUM
ajase-5833	127	35	0.006	0.006	NUM
ajase-5833	127	36	public	public	ADJ
ajase-5833	127	37	debt	debt	NOUN
ajase-5833	127	38	0.242	0.242	NUM
ajase-5833	127	39	0.065	0.065	NUM
ajase-5833	127	40	0.117	0.117	NUM
ajase-5833	127	41	0.362	0.362	NUM
ajase-5833	127	42	0.001	0.001	NUM
ajase-5833	127	43	0.001	0.001	NUM
ajase-5833	127	44	unemployment	unemployment	NOUN
ajase-5833	127	45	rate	rate	NOUN
ajase-5833	127	46	3.358	3.358	NUM
ajase-5833	127	47	3.358	3.358	NUM
ajase-5833	127	48	1.491	1.491	NUM
ajase-5833	127	49	5.106	5.106	NUM
ajase-5833	127	50	0.022	0.022	NUM
ajase-5833	127	51	0.016	0.016	NUM
ajase-5833	127	52	sigma	sigma	VERB
ajase-5833	127	53	4.518	4.518	NUM
ajase-5833	127	54	0.669	0.669	NUM
ajase-5833	127	55	3.188	3.188	NUM
ajase-5833	127	56	5.700	5.700	NUM
ajase-5833	127	57	0.015	0.015	NUM
ajase-5833	127	58	0.010	0.010	NUM
ajase-5833	127	59	source	source	NOUN
ajase-5833	127	60	:	:	PUNCT
ajase-5833	127	61	authors	author	NOUN
ajase-5833	127	62	'	'	PART
ajase-5833	127	63	calculations	calculation	NOUN
ajase-5833	127	64	pa	pa	PROPN
ajase-5833	127	65	ge	ge	PROPN
ajase-5833	127	66	12	12	NUM
ajase-5833	127	67	4	4	NUM
ajase-5833	127	68	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	127	69	am	am	NOUN
ajase-5833	127	70	.	.	PUNCT
ajase-5833	128	1	j.	j.	PROPN
ajase-5833	128	2	appl	appl	PROPN
ajase-5833	128	3	.	.	PROPN
ajase-5833	129	1	stat	stat	PROPN
ajase-5833	129	2	.	.	PUNCT
ajase-5833	130	1	econ	econ	PROPN
ajase-5833	130	2	.	.	PUNCT
ajase-5833	131	1	4(1	4(1	X
ajase-5833	131	2	)	)	PUNCT
ajase-5833	132	1	119	119	NUM
ajase-5833	132	2	-	-	SYM
ajase-5833	132	3	126	126	NUM
ajase-5833	132	4	,	,	PUNCT
ajase-5833	132	5	2025	2025	NUM
ajase-5833	132	6	comprehensive	comprehensive	ADJ
ajase-5833	132	7	understanding	understanding	NOUN
ajase-5833	132	8	of	of	ADP
ajase-5833	132	9	the	the	DET
ajase-5833	132	10	uncertainty	uncertainty	NOUN
ajase-5833	132	11	around	around	ADP
ajase-5833	132	12	each	each	DET
ajase-5833	132	13	estimate	estimate	NOUN
ajase-5833	132	14	through	through	ADP
ajase-5833	132	15	full	full	ADJ
ajase-5833	132	16	posterior	posterior	ADJ
ajase-5833	132	17	distributions	distribution	NOUN
ajase-5833	132	18	.	.	PUNCT
ajase-5833	133	1	the	the	DET
ajase-5833	133	2	results	result	NOUN
ajase-5833	133	3	,	,	PUNCT
ajase-5833	133	4	as	as	SCONJ
ajase-5833	133	5	presented	present	VERB
ajase-5833	133	6	in	in	ADP
ajase-5833	133	7	table	table	NOUN
ajase-5833	133	8	1	1	NUM
ajase-5833	133	9	(	(	PUNCT
ajase-5833	133	10	posterior	posterior	ADJ
ajase-5833	133	11	means	mean	NOUN
ajase-5833	133	12	and	and	CCONJ
ajase-5833	133	13	hdis	hdi	NOUN
ajase-5833	133	14	)	)	PUNCT
ajase-5833	133	15	and	and	CCONJ
ajase-5833	133	16	table	table	NOUN
ajase-5833	133	17	2	2	NUM
ajase-5833	133	18	(	(	PUNCT
ajase-5833	133	19	mcmc	mcmc	NOUN
ajase-5833	133	20	diagnostics	diagnostic	NOUN
ajase-5833	133	21	)	)	PUNCT
ajase-5833	133	22	,	,	PUNCT
ajase-5833	133	23	offer	offer	VERB
ajase-5833	133	24	clear	clear	ADJ
ajase-5833	133	25	and	and	CCONJ
ajase-5833	133	26	probabilistically	probabilistically	ADV
ajase-5833	133	27	informed	inform	VERB
ajase-5833	133	28	insights	insight	NOUN
ajase-5833	133	29	into	into	ADP
ajase-5833	133	30	how	how	SCONJ
ajase-5833	133	31	each	each	DET
ajase-5833	133	32	factor	factor	NOUN
ajase-5833	133	33	contributes	contribute	VERB
ajase-5833	133	34	to	to	ADP
ajase-5833	133	35	shifts	shift	NOUN
ajase-5833	133	36	in	in	ADP
ajase-5833	133	37	government	government	NOUN
ajase-5833	133	38	expenditure	expenditure	NOUN
ajase-5833	133	39	;	;	PUNCT
ajase-5833	133	40	however	however	ADV
ajase-5833	133	41	,	,	PUNCT
ajase-5833	133	42	the	the	DET
ajase-5833	133	43	credible	credible	ADJ
ajase-5833	133	44	intervals	interval	NOUN
ajase-5833	133	45	reflect	reflect	VERB
ajase-5833	133	46	the	the	DET
ajase-5833	133	47	confidence	confidence	NOUN
ajase-5833	133	48	we	we	PRON
ajase-5833	133	49	place	place	VERB
ajase-5833	133	50	in	in	ADP
ajase-5833	133	51	those	those	DET
ajase-5833	133	52	findings	finding	NOUN
ajase-5833	133	53	.	.	PUNCT
ajase-5833	134	1	the	the	DET
ajase-5833	134	2	intercept	intercept	NOUN
ajase-5833	134	3	,	,	PUNCT
ajase-5833	134	4	which	which	PRON
ajase-5833	134	5	represents	represent	VERB
ajase-5833	134	6	the	the	DET
ajase-5833	134	7	estimated	estimate	VERB
ajase-5833	134	8	baseline	baseline	NOUN
ajase-5833	134	9	level	level	NOUN
ajase-5833	134	10	of	of	ADP
ajase-5833	134	11	government	government	NOUN
ajase-5833	134	12	spending	spending	NOUN
ajase-5833	134	13	when	when	SCONJ
ajase-5833	134	14	all	all	DET
ajase-5833	134	15	macroeconomic	macroeconomic	ADJ
ajase-5833	134	16	factors	factor	NOUN
ajase-5833	134	17	are	be	AUX
ajase-5833	134	18	held	hold	VERB
ajase-5833	134	19	constant	constant	ADJ
ajase-5833	134	20	,	,	PUNCT
ajase-5833	134	21	was	be	AUX
ajase-5833	134	22	found	find	VERB
ajase-5833	134	23	to	to	PART
ajase-5833	134	24	be	be	AUX
ajase-5833	134	25	27.498	27.498	NUM
ajase-5833	134	26	,	,	PUNCT
ajase-5833	134	27	with	with	ADP
ajase-5833	134	28	a	a	DET
ajase-5833	134	29	94	94	NUM
ajase-5833	134	30	%	%	NOUN
ajase-5833	134	31	highest	high	ADJ
ajase-5833	134	32	density	density	NOUN
ajase-5833	134	33	interval	interval	NOUN
ajase-5833	134	34	(	(	PUNCT
ajase-5833	134	35	hdi	hdi	PROPN
ajase-5833	134	36	)	)	PUNCT
ajase-5833	134	37	ranging	range	VERB
ajase-5833	134	38	from	from	ADP
ajase-5833	134	39	14.352	14.352	NUM
ajase-5833	134	40	to	to	ADP
ajase-5833	134	41	39.458	39.458	NUM
ajase-5833	134	42	.	.	PUNCT
ajase-5833	135	1	this	this	DET
ajase-5833	135	2	wide	wide	ADJ
ajase-5833	135	3	interval	interval	NOUN
ajase-5833	135	4	reflects	reflect	VERB
ajase-5833	135	5	a	a	DET
ajase-5833	135	6	degree	degree	NOUN
ajase-5833	135	7	of	of	ADP
ajase-5833	135	8	uncertainty	uncertainty	NOUN
ajase-5833	135	9	around	around	ADP
ajase-5833	135	10	the	the	DET
ajase-5833	135	11	baseline	baseline	ADJ
ajase-5833	135	12	level	level	NOUN
ajase-5833	135	13	of	of	ADP
ajase-5833	135	14	expenditure	expenditure	NOUN
ajase-5833	135	15	.	.	PUNCT
ajase-5833	136	1	this	this	PRON
ajase-5833	136	2	is	be	AUX
ajase-5833	136	3	due	due	ADJ
ajase-5833	136	4	to	to	ADP
ajase-5833	136	5	unobserved	unobserved	ADJ
ajase-5833	136	6	factors	factor	NOUN
ajase-5833	136	7	or	or	CCONJ
ajase-5833	136	8	structural	structural	ADJ
ajase-5833	136	9	shifts	shift	NOUN
ajase-5833	136	10	in	in	ADP
ajase-5833	136	11	fiscal	fiscal	ADJ
ajase-5833	136	12	policy	policy	NOUN
ajase-5833	136	13	over	over	ADP
ajase-5833	136	14	the	the	DET
ajase-5833	136	15	study	study	NOUN
ajase-5833	136	16	period	period	NOUN
ajase-5833	136	17	.	.	PUNCT
ajase-5833	137	1	gdp	gdp	NOUN
ajase-5833	137	2	growth	growth	NOUN
ajase-5833	137	3	exhibited	exhibit	VERB
ajase-5833	137	4	a	a	DET
ajase-5833	137	5	strong	strong	ADJ
ajase-5833	137	6	positive	positive	ADJ
ajase-5833	137	7	relationship	relationship	NOUN
ajase-5833	137	8	with	with	ADP
ajase-5833	137	9	government	government	NOUN
ajase-5833	137	10	spending	spending	NOUN
ajase-5833	137	11	.	.	PUNCT
ajase-5833	138	1	the	the	DET
ajase-5833	138	2	posterior	posterior	ADJ
ajase-5833	138	3	mean	mean	NOUN
ajase-5833	138	4	coefficient	coefficient	NOUN
ajase-5833	138	5	was	be	AUX
ajase-5833	138	6	1.681	1.681	NUM
ajase-5833	138	7	,	,	PUNCT
ajase-5833	138	8	with	with	ADP
ajase-5833	138	9	a	a	DET
ajase-5833	138	10	94	94	NUM
ajase-5833	138	11	%	%	NOUN
ajase-5833	138	12	hdi	hdi	PROPN
ajase-5833	138	13	of	of	ADP
ajase-5833	138	14	(	(	PUNCT
ajase-5833	138	15	0.654	0.654	NUM
ajase-5833	138	16	to	to	ADP
ajase-5833	138	17	2.707	2.707	NUM
ajase-5833	138	18	)	)	PUNCT
ajase-5833	138	19	,	,	PUNCT
ajase-5833	138	20	which	which	PRON
ajase-5833	138	21	suggests	suggest	VERB
ajase-5833	138	22	that	that	SCONJ
ajase-5833	138	23	a	a	DET
ajase-5833	138	24	one	one	NUM
ajase-5833	138	25	-	-	PUNCT
ajase-5833	138	26	unit	unit	NOUN
ajase-5833	138	27	increase	increase	NOUN
ajase-5833	138	28	in	in	ADP
ajase-5833	138	29	gdp	gdp	NOUN
ajase-5833	138	30	growth	growth	NOUN
ajase-5833	138	31	is	be	AUX
ajase-5833	138	32	associated	associate	VERB
ajase-5833	138	33	with	with	ADP
ajase-5833	138	34	an	an	DET
ajase-5833	138	35	approximate	approximate	ADJ
ajase-5833	138	36	1.68	1.68	NUM
ajase-5833	138	37	unit	unit	NOUN
ajase-5833	138	38	increase	increase	NOUN
ajase-5833	138	39	in	in	ADP
ajase-5833	138	40	government	government	NOUN
ajase-5833	138	41	spending	spending	NOUN
ajase-5833	138	42	.	.	PUNCT
ajase-5833	139	1	this	this	DET
ajase-5833	139	2	finding	finding	NOUN
ajase-5833	139	3	aligns	align	VERB
ajase-5833	139	4	with	with	ADP
ajase-5833	139	5	wagner	wagner	PROPN
ajase-5833	139	6	’s	’s	PART
ajase-5833	139	7	law	law	NOUN
ajase-5833	139	8	,	,	PUNCT
ajase-5833	139	9	where	where	SCONJ
ajase-5833	139	10	higher	high	ADJ
ajase-5833	139	11	economic	economic	ADJ
ajase-5833	139	12	growth	growth	NOUN
ajase-5833	139	13	enhances	enhance	VERB
ajase-5833	139	14	revenue	revenue	NOUN
ajase-5833	139	15	mobilization	mobilization	NOUN
ajase-5833	139	16	,	,	PUNCT
ajase-5833	139	17	enabling	enable	VERB
ajase-5833	139	18	greater	great	ADJ
ajase-5833	139	19	fiscal	fiscal	ADJ
ajase-5833	139	20	space	space	NOUN
ajase-5833	139	21	for	for	ADP
ajase-5833	139	22	government	government	NOUN
ajase-5833	139	23	expenditures	expenditure	NOUN
ajase-5833	139	24	.	.	PUNCT
ajase-5833	140	1	inflation	inflation	NOUN
ajase-5833	140	2	demonstrated	demonstrate	VERB
ajase-5833	140	3	a	a	DET
ajase-5833	140	4	marginal	marginal	ADJ
ajase-5833	140	5	and	and	CCONJ
ajase-5833	140	6	uncertain	uncertain	ADJ
ajase-5833	140	7	effect	effect	NOUN
ajase-5833	140	8	.	.	PUNCT
ajase-5833	141	1	the	the	DET
ajase-5833	141	2	posterior	posterior	ADJ
ajase-5833	141	3	mean	mean	NOUN
ajase-5833	141	4	coefficient	coefficient	NOUN
ajase-5833	141	5	was	be	AUX
ajase-5833	141	6	0.300	0.300	NUM
ajase-5833	141	7	,	,	PUNCT
ajase-5833	141	8	but	but	CCONJ
ajase-5833	141	9	the	the	DET
ajase-5833	141	10	94	94	NUM
ajase-5833	141	11	%	%	NOUN
ajase-5833	141	12	hdi	hdi	PROPN
ajase-5833	141	13	of	of	ADP
ajase-5833	141	14	(	(	PUNCT
ajase-5833	141	15	-0.021	-0.021	NOUN
ajase-5833	141	16	to	to	ADP
ajase-5833	141	17	0.676	0.676	NUM
ajase-5833	141	18	)	)	PUNCT
ajase-5833	141	19	includes	include	VERB
ajase-5833	141	20	zero	zero	NUM
ajase-5833	141	21	.	.	PUNCT
ajase-5833	142	1	this	this	PRON
ajase-5833	142	2	indicates	indicate	VERB
ajase-5833	142	3	a	a	DET
ajase-5833	142	4	potential	potential	ADJ
ajase-5833	142	5	lack	lack	NOUN
ajase-5833	142	6	of	of	ADP
ajase-5833	142	7	robust	robust	ADJ
ajase-5833	142	8	influence	influence	NOUN
ajase-5833	142	9	,	,	PUNCT
ajase-5833	142	10	which	which	PRON
ajase-5833	142	11	suggests	suggest	VERB
ajase-5833	142	12	that	that	SCONJ
ajase-5833	142	13	inflation	inflation	NOUN
ajase-5833	142	14	has	have	VERB
ajase-5833	142	15	a	a	DET
ajase-5833	142	16	neutral	neutral	ADJ
ajase-5833	142	17	or	or	CCONJ
ajase-5833	142	18	slightly	slightly	ADV
ajase-5833	142	19	ambiguous	ambiguous	ADJ
ajase-5833	142	20	effect	effect	NOUN
ajase-5833	142	21	on	on	ADP
ajase-5833	142	22	fiscal	fiscal	ADJ
ajase-5833	142	23	policy	policy	NOUN
ajase-5833	142	24	decisions	decision	NOUN
ajase-5833	142	25	,	,	PUNCT
ajase-5833	142	26	depending	depend	VERB
ajase-5833	142	27	on	on	ADP
ajase-5833	142	28	prevailing	prevail	VERB
ajase-5833	142	29	monetary	monetary	ADJ
ajase-5833	142	30	and	and	CCONJ
ajase-5833	142	31	price	price	NOUN
ajase-5833	142	32	stabilization	stabilization	NOUN
ajase-5833	142	33	measures	measure	NOUN
ajase-5833	142	34	or	or	CCONJ
ajase-5833	142	35	through	through	ADP
ajase-5833	142	36	adaptive	adaptive	ADJ
ajase-5833	142	37	or	or	CCONJ
ajase-5833	142	38	nominal	nominal	ADJ
ajase-5833	142	39	adjustments	adjustment	NOUN
ajase-5833	142	40	that	that	PRON
ajase-5833	142	41	insulate	insulate	VERB
ajase-5833	142	42	aggregate	aggregate	ADJ
ajase-5833	142	43	spending	spending	NOUN
ajase-5833	142	44	from	from	ADP
ajase-5833	142	45	direct	direct	ADJ
ajase-5833	142	46	inflationary	inflationary	ADJ
ajase-5833	142	47	shocks	shock	NOUN
ajase-5833	142	48	.	.	PUNCT
ajase-5833	143	1	interest	interest	NOUN
ajase-5833	143	2	rates	rate	NOUN
ajase-5833	143	3	showed	show	VERB
ajase-5833	143	4	a	a	DET
ajase-5833	143	5	significant	significant	ADJ
ajase-5833	143	6	inverse	inverse	NOUN
ajase-5833	143	7	relationship	relationship	NOUN
ajase-5833	143	8	with	with	ADP
ajase-5833	143	9	government	government	NOUN
ajase-5833	143	10	spending	spending	NOUN
ajase-5833	143	11	.	.	PUNCT
ajase-5833	144	1	the	the	DET
ajase-5833	144	2	posterior	posterior	ADJ
ajase-5833	144	3	mean	mean	NOUN
ajase-5833	144	4	coefficient	coefficient	NOUN
ajase-5833	144	5	was	be	AUX
ajase-5833	144	6	-1.797	-1.797	NOUN
ajase-5833	144	7	,	,	PUNCT
ajase-5833	144	8	with	with	ADP
ajase-5833	144	9	a	a	DET
ajase-5833	144	10	94	94	NUM
ajase-5833	144	11	%	%	NOUN
ajase-5833	144	12	hdi	hdi	PROPN
ajase-5833	144	13	of	of	ADP
ajase-5833	144	14	(	(	PUNCT
ajase-5833	144	15	-2.580	-2.580	ADJ
ajase-5833	144	16	to	to	ADP
ajase-5833	144	17	-1.071	-1.071	NUM
ajase-5833	144	18	)	)	PUNCT
ajase-5833	144	19	,	,	PUNCT
ajase-5833	144	20	which	which	PRON
ajase-5833	144	21	indicates	indicate	VERB
ajase-5833	144	22	that	that	SCONJ
ajase-5833	144	23	as	as	SCONJ
ajase-5833	144	24	interest	interest	NOUN
ajase-5833	144	25	rates	rate	NOUN
ajase-5833	144	26	increase	increase	VERB
ajase-5833	144	27	,	,	PUNCT
ajase-5833	144	28	government	government	NOUN
ajase-5833	144	29	spending	spending	NOUN
ajase-5833	144	30	tends	tend	VERB
ajase-5833	144	31	to	to	PART
ajase-5833	144	32	decrease	decrease	VERB
ajase-5833	144	33	.	.	PUNCT
ajase-5833	145	1	this	this	PRON
ajase-5833	145	2	is	be	AUX
ajase-5833	145	3	attributed	attribute	VERB
ajase-5833	145	4	to	to	ADP
ajase-5833	145	5	the	the	DET
ajase-5833	145	6	rising	rise	VERB
ajase-5833	145	7	cost	cost	NOUN
ajase-5833	145	8	of	of	ADP
ajase-5833	145	9	debt	debt	NOUN
ajase-5833	145	10	servicing	servicing	NOUN
ajase-5833	145	11	and	and	CCONJ
ajase-5833	145	12	a	a	DET
ajase-5833	145	13	contraction	contraction	NOUN
ajase-5833	145	14	in	in	ADP
ajase-5833	145	15	fiscal	fiscal	ADJ
ajase-5833	145	16	space	space	NOUN
ajase-5833	145	17	,	,	PUNCT
ajase-5833	145	18	which	which	PRON
ajase-5833	145	19	limits	limit	VERB
ajase-5833	145	20	the	the	DET
ajase-5833	145	21	government	government	NOUN
ajase-5833	145	22	’s	’s	PART
ajase-5833	145	23	capacity	capacity	NOUN
ajase-5833	145	24	for	for	ADP
ajase-5833	145	25	discretionary	discretionary	ADJ
ajase-5833	145	26	spending	spending	NOUN
ajase-5833	145	27	.	.	PUNCT
ajase-5833	146	1	public	public	ADJ
ajase-5833	146	2	debt	debt	NOUN
ajase-5833	146	3	had	have	VERB
ajase-5833	146	4	a	a	DET
ajase-5833	146	5	positive	positive	ADJ
ajase-5833	146	6	and	and	CCONJ
ajase-5833	146	7	statistically	statistically	ADV
ajase-5833	146	8	significant	significant	ADJ
ajase-5833	146	9	effect	effect	NOUN
ajase-5833	146	10	on	on	ADP
ajase-5833	146	11	government	government	NOUN
ajase-5833	146	12	spending	spending	NOUN
ajase-5833	146	13	,	,	PUNCT
ajase-5833	146	14	with	with	ADP
ajase-5833	146	15	a	a	DET
ajase-5833	146	16	posterior	posterior	ADJ
ajase-5833	146	17	mean	mean	NOUN
ajase-5833	146	18	of	of	ADP
ajase-5833	146	19	0.242	0.242	NUM
ajase-5833	146	20	and	and	CCONJ
ajase-5833	146	21	a	a	DET
ajase-5833	146	22	94	94	NUM
ajase-5833	146	23	%	%	NOUN
ajase-5833	146	24	hdi	hdi	PROPN
ajase-5833	146	25	of	of	ADP
ajase-5833	146	26	(	(	PUNCT
ajase-5833	146	27	0.117	0.117	NUM
ajase-5833	146	28	to	to	ADP
ajase-5833	146	29	0.362	0.362	NUM
ajase-5833	146	30	)	)	PUNCT
ajase-5833	146	31	.	.	PUNCT
ajase-5833	147	1	this	this	DET
ajase-5833	147	2	relationship	relationship	NOUN
ajase-5833	147	3	suggests	suggest	VERB
ajase-5833	147	4	that	that	SCONJ
ajase-5833	147	5	increases	increase	VERB
ajase-5833	147	6	in	in	ADP
ajase-5833	147	7	public	public	ADJ
ajase-5833	147	8	debt	debt	NOUN
ajase-5833	147	9	,	,	PUNCT
ajase-5833	147	10	primarily	primarily	ADV
ajase-5833	147	11	through	through	ADP
ajase-5833	147	12	borrowing	borrowing	NOUN
ajase-5833	147	13	,	,	PUNCT
ajase-5833	147	14	enable	enable	VERB
ajase-5833	147	15	governments	government	NOUN
ajase-5833	147	16	to	to	PART
ajase-5833	147	17	finance	finance	VERB
ajase-5833	147	18	higher	high	ADJ
ajase-5833	147	19	levels	level	NOUN
ajase-5833	147	20	of	of	ADP
ajase-5833	147	21	expenditure	expenditure	NOUN
ajase-5833	147	22	.	.	PUNCT
ajase-5833	148	1	borrowed	borrow	VERB
ajase-5833	148	2	funds	fund	NOUN
ajase-5833	148	3	are	be	AUX
ajase-5833	148	4	often	often	ADV
ajase-5833	148	5	directed	direct	VERB
ajase-5833	148	6	toward	toward	ADP
ajase-5833	148	7	capital	capital	NOUN
ajase-5833	148	8	investments	investment	NOUN
ajase-5833	148	9	,	,	PUNCT
ajase-5833	148	10	social	social	ADJ
ajase-5833	148	11	programs	program	NOUN
ajase-5833	148	12	or	or	CCONJ
ajase-5833	148	13	economic	economic	ADJ
ajase-5833	148	14	stimulus	stimulus	ADJ
ajase-5833	148	15	packages	package	NOUN
ajase-5833	148	16	,	,	PUNCT
ajase-5833	148	17	especially	especially	ADV
ajase-5833	148	18	in	in	ADP
ajase-5833	148	19	developing	develop	VERB
ajase-5833	148	20	economies	economy	NOUN
ajase-5833	148	21	like	like	ADP
ajase-5833	148	22	ghana	ghana	PROPN
ajase-5833	148	23	,	,	PUNCT
ajase-5833	148	24	where	where	SCONJ
ajase-5833	148	25	revenue	revenue	NOUN
ajase-5833	148	26	bases	basis	NOUN
ajase-5833	148	27	are	be	AUX
ajase-5833	148	28	limited	limited	ADJ
ajase-5833	148	29	.	.	PUNCT
ajase-5833	149	1	the	the	DET
ajase-5833	149	2	unemployment	unemployment	NOUN
ajase-5833	149	3	rate	rate	NOUN
ajase-5833	149	4	displayed	display	VERB
ajase-5833	149	5	a	a	DET
ajase-5833	149	6	strong	strong	ADJ
ajase-5833	149	7	and	and	CCONJ
ajase-5833	149	8	positive	positive	ADJ
ajase-5833	149	9	relationship	relationship	NOUN
ajase-5833	149	10	with	with	ADP
ajase-5833	149	11	government	government	NOUN
ajase-5833	149	12	spending	spending	NOUN
ajase-5833	149	13	.	.	PUNCT
ajase-5833	150	1	the	the	DET
ajase-5833	150	2	posterior	posterior	ADJ
ajase-5833	150	3	mean	mean	NOUN
ajase-5833	150	4	coefficient	coefficient	NOUN
ajase-5833	150	5	was	be	AUX
ajase-5833	150	6	3.358	3.358	NUM
ajase-5833	150	7	,	,	PUNCT
ajase-5833	150	8	and	and	CCONJ
ajase-5833	150	9	the	the	DET
ajase-5833	150	10	94	94	NUM
ajase-5833	150	11	%	%	NOUN
ajase-5833	150	12	hdi	hdi	PROPN
ajase-5833	150	13	of	of	ADP
ajase-5833	150	14	(	(	PUNCT
ajase-5833	150	15	1.491	1.491	NUM
ajase-5833	150	16	to	to	ADP
ajase-5833	150	17	5.106	5.106	NUM
ajase-5833	150	18	)	)	PUNCT
ajase-5833	150	19	was	be	AUX
ajase-5833	150	20	entirely	entirely	ADV
ajase-5833	150	21	positive	positive	ADJ
ajase-5833	150	22	.	.	PUNCT
ajase-5833	151	1	this	this	PRON
ajase-5833	151	2	indicates	indicate	VERB
ajase-5833	151	3	that	that	SCONJ
ajase-5833	151	4	higher	high	ADJ
ajase-5833	151	5	unemployment	unemployment	NOUN
ajase-5833	151	6	levels	level	NOUN
ajase-5833	151	7	lead	lead	VERB
ajase-5833	151	8	to	to	ADP
ajase-5833	151	9	greater	great	ADJ
ajase-5833	151	10	government	government	NOUN
ajase-5833	151	11	spending	spending	NOUN
ajase-5833	151	12	.	.	PUNCT
ajase-5833	152	1	this	this	PRON
ajase-5833	152	2	is	be	AUX
ajase-5833	152	3	likely	likely	ADJ
ajase-5833	152	4	due	due	ADJ
ajase-5833	152	5	to	to	ADP
ajase-5833	152	6	increased	increase	VERB
ajase-5833	152	7	allocations	allocation	NOUN
ajase-5833	152	8	toward	toward	ADP
ajase-5833	152	9	social	social	ADJ
ajase-5833	152	10	protection	protection	NOUN
ajase-5833	152	11	,	,	PUNCT
ajase-5833	152	12	unemployment	unemployment	NOUN
ajase-5833	152	13	benefits	benefit	NOUN
ajase-5833	152	14	,	,	PUNCT
ajase-5833	152	15	skills	skill	VERB
ajase-5833	152	16	training	training	NOUN
ajase-5833	152	17	initiatives	initiative	NOUN
ajase-5833	152	18	and	and	CCONJ
ajase-5833	152	19	job	job	NOUN
ajase-5833	152	20	creation	creation	NOUN
ajase-5833	152	21	initiatives	initiative	NOUN
ajase-5833	152	22	aimed	aim	VERB
ajase-5833	152	23	at	at	ADP
ajase-5833	152	24	mitigating	mitigate	VERB
ajase-5833	152	25	social	social	ADJ
ajase-5833	152	26	distress	distress	NOUN
ajase-5833	152	27	and	and	CCONJ
ajase-5833	152	28	stimulating	stimulate	VERB
ajase-5833	152	29	economic	economic	ADJ
ajase-5833	152	30	activity	activity	NOUN
ajase-5833	152	31	.	.	PUNCT
ajase-5833	153	1	lastly	lastly	ADV
ajase-5833	153	2	,	,	PUNCT
ajase-5833	153	3	the	the	DET
ajase-5833	153	4	posterior	posterior	ADJ
ajase-5833	153	5	mean	mean	NOUN
ajase-5833	153	6	of	of	ADP
ajase-5833	153	7	sigma	sigma	PROPN
ajase-5833	153	8	,	,	PUNCT
ajase-5833	153	9	which	which	PRON
ajase-5833	153	10	captures	capture	VERB
ajase-5833	153	11	the	the	DET
ajase-5833	153	12	standard	standard	ADJ
ajase-5833	153	13	deviation	deviation	NOUN
ajase-5833	153	14	of	of	ADP
ajase-5833	153	15	the	the	DET
ajase-5833	153	16	model	model	NOUN
ajase-5833	153	17	’s	’s	PART
ajase-5833	153	18	residuals	residual	NOUN
ajase-5833	153	19	,	,	PUNCT
ajase-5833	153	20	was	be	AUX
ajase-5833	153	21	4.518	4.518	NUM
ajase-5833	153	22	,	,	PUNCT
ajase-5833	153	23	with	with	ADP
ajase-5833	153	24	a	a	DET
ajase-5833	153	25	94	94	NUM
ajase-5833	153	26	%	%	NOUN
ajase-5833	153	27	hdi	hdi	PROPN
ajase-5833	153	28	of	of	ADP
ajase-5833	153	29	(	(	PUNCT
ajase-5833	153	30	3.188	3.188	NUM
ajase-5833	153	31	to	to	ADP
ajase-5833	153	32	5.700	5.700	NUM
ajase-5833	153	33	)	)	PUNCT
ajase-5833	153	34	.	.	PUNCT
ajase-5833	154	1	the	the	DET
ajase-5833	154	2	monte	monte	PROPN
ajase-5833	154	3	carlo	carlo	PROPN
ajase-5833	154	4	standard	standard	PROPN
ajase-5833	154	5	errors	error	NOUN
ajase-5833	154	6	(	(	PUNCT
ajase-5833	154	7	mcse	mcse	PROPN
ajase-5833	154	8	)	)	PUNCT
ajase-5833	154	9	for	for	ADP
ajase-5833	154	10	all	all	DET
ajase-5833	154	11	parameters	parameter	NOUN
ajase-5833	154	12	were	be	AUX
ajase-5833	154	13	consistently	consistently	ADV
ajase-5833	154	14	low	low	ADJ
ajase-5833	154	15	.	.	PUNCT
ajase-5833	155	1	this	this	PRON
ajase-5833	155	2	confirms	confirm	VERB
ajase-5833	155	3	adequate	adequate	ADJ
ajase-5833	155	4	convergence	convergence	NOUN
ajase-5833	155	5	of	of	ADP
ajase-5833	155	6	the	the	DET
ajase-5833	155	7	markov	markov	NOUN
ajase-5833	155	8	chain	chain	NOUN
ajase-5833	155	9	monte	monte	PROPN
ajase-5833	155	10	carlo	carlo	PROPN
ajase-5833	155	11	(	(	PUNCT
ajase-5833	155	12	mcmc	mcmc	PROPN
ajase-5833	155	13	)	)	PUNCT
ajase-5833	155	14	simulations	simulation	NOUN
ajase-5833	155	15	and	and	CCONJ
ajase-5833	155	16	reliability	reliability	NOUN
ajase-5833	155	17	of	of	ADP
ajase-5833	155	18	the	the	DET
ajase-5833	155	19	estimated	estimate	VERB
ajase-5833	155	20	posterior	posterior	ADJ
ajase-5833	155	21	distributions	distribution	NOUN
ajase-5833	155	22	.	.	PUNCT
ajase-5833	156	1	the	the	DET
ajase-5833	156	2	convergence	convergence	NOUN
ajase-5833	156	3	of	of	ADP
ajase-5833	156	4	the	the	DET
ajase-5833	156	5	markov	markov	NOUN
ajase-5833	156	6	chain	chain	NOUN
ajase-5833	156	7	monte	monte	PROPN
ajase-5833	156	8	carlo	carlo	PROPN
ajase-5833	156	9	table	table	NOUN
ajase-5833	156	10	2	2	NUM
ajase-5833	156	11	:	:	PUNCT
ajase-5833	156	12	posterior	posterior	ADJ
ajase-5833	156	13	estimates	estimate	NOUN
ajase-5833	156	14	of	of	ADP
ajase-5833	156	15	the	the	DET
ajase-5833	156	16	bayesian	bayesian	NOUN
ajase-5833	156	17	regression	regression	NOUN
ajase-5833	156	18	model	model	NOUN
ajase-5833	156	19	ess	ess	PROPN
ajase-5833	156	20	bulk	bulk	PROPN
ajase-5833	156	21	ess	ess	PROPN
ajase-5833	156	22	tail	tail	NOUN
ajase-5833	156	23	r	r	NOUN
ajase-5833	156	24	hat	hat	NOUN
ajase-5833	156	25	intercept	intercept	NOUN
ajase-5833	156	26	3384.0	3384.0	NUM
ajase-5833	156	27	4067.0	4067.0	NUM
ajase-5833	156	28	1.0	1.0	NUM
ajase-5833	156	29	gdp	gdp	NOUN
ajase-5833	156	30	growth	growth	NOUN
ajase-5833	156	31	2191.0	2191.0	NUM
ajase-5833	156	32	3816.0	3816.0	NUM
ajase-5833	156	33	1.0	1.0	NUM
ajase-5833	156	34	inflation	inflation	NOUN
ajase-5833	156	35	rate	rate	NOUN
ajase-5833	156	36	2885.0	2885.0	NUM
ajase-5833	156	37	4084.0	4084.0	NUM
ajase-5833	156	38	1.0	1.0	NUM
ajase-5833	156	39	interest	interest	NOUN
ajase-5833	156	40	rate	rate	NOUN
ajase-5833	156	41	1892.0	1892.0	NUM
ajase-5833	156	42	2788.0	2788.0	NUM
ajase-5833	156	43	1.0	1.0	NUM
ajase-5833	156	44	public	public	ADJ
ajase-5833	156	45	debt	debt	NOUN
ajase-5833	156	46	2795.0	2795.0	NUM
ajase-5833	156	47	3681.0	3681.0	NUM
ajase-5833	156	48	1.0	1.0	NUM
ajase-5833	156	49	unemployment	unemployment	NOUN
ajase-5833	156	50	rate	rate	NOUN
ajase-5833	156	51	1932.0	1932.0	NUM
ajase-5833	156	52	2885.0	2885.0	NUM
ajase-5833	156	53	1.0	1.0	NUM
ajase-5833	156	54	sigma	sigma	NOUN
ajase-5833	156	55	2105.0	2105.0	NUM
ajase-5833	156	56	2599.0	2599.0	NUM
ajase-5833	156	57	1.0	1.0	NUM
ajase-5833	156	58	source	source	NOUN
ajase-5833	156	59	:	:	PUNCT
ajase-5833	156	60	authors	author	NOUN
ajase-5833	156	61	'	'	PART
ajase-5833	156	62	calculations	calculation	NOUN
ajase-5833	156	63	(	(	PUNCT
ajase-5833	156	64	mcmc	mcmc	NOUN
ajase-5833	156	65	)	)	PUNCT
ajase-5833	156	66	chains	chain	NOUN
ajase-5833	156	67	was	be	AUX
ajase-5833	156	68	thoroughly	thoroughly	ADV
ajase-5833	156	69	assessed	assess	VERB
ajase-5833	156	70	using	use	VERB
ajase-5833	156	71	r	r	NOUN
ajase-5833	156	72	hat	hat	NOUN
ajase-5833	156	73	and	and	CCONJ
ajase-5833	156	74	effective	effective	ADJ
ajase-5833	156	75	sample	sample	NOUN
ajase-5833	156	76	size	size	NOUN
ajase-5833	156	77	(	(	PUNCT
ajase-5833	156	78	ess	ess	NOUN
ajase-5833	156	79	)	)	PUNCT
ajase-5833	156	80	diagnostics	diagnostic	NOUN
ajase-5833	156	81	.	.	PUNCT
ajase-5833	157	1	all	all	DET
ajase-5833	157	2	r	r	NOUN
ajase-5833	157	3	hat	hat	NOUN
ajase-5833	157	4	values	value	NOUN
ajase-5833	157	5	were	be	AUX
ajase-5833	157	6	1.0	1.0	NUM
ajase-5833	157	7	,	,	PUNCT
ajase-5833	157	8	indicating	indicate	VERB
ajase-5833	157	9	excellent	excellent	ADJ
ajase-5833	157	10	convergence	convergence	NOUN
ajase-5833	157	11	for	for	ADP
ajase-5833	157	12	all	all	DET
ajase-5833	157	13	parameters	parameter	NOUN
ajase-5833	157	14	.	.	PUNCT
ajase-5833	158	1	though	though	SCONJ
ajase-5833	158	2	the	the	DET
ajase-5833	158	3	ess	ess	PROPN
ajase-5833	158	4	values	value	NOUN
ajase-5833	158	5	,	,	PUNCT
ajase-5833	158	6	which	which	PRON
ajase-5833	158	7	ranged	range	VERB
ajase-5833	158	8	from	from	ADP
ajase-5833	158	9	1892.0	1892.0	NUM
ajase-5833	158	10	to	to	ADP
ajase-5833	158	11	3384.0	3384.0	NUM
ajase-5833	158	12	for	for	ADP
ajase-5833	158	13	ess	ess	PROPN
ajase-5833	158	14	bulk	bulk	NOUN
ajase-5833	158	15	and	and	CCONJ
ajase-5833	158	16	2599.0	2599.0	NUM
ajase-5833	158	17	to	to	ADP
ajase-5833	158	18	4084.0	4084.0	NUM
ajase-5833	158	19	for	for	ADP
ajase-5833	158	20	ess	ess	NOUN
ajase-5833	158	21	tail	tail	NOUN
ajase-5833	158	22	,	,	PUNCT
ajase-5833	158	23	were	be	AUX
ajase-5833	158	24	generally	generally	ADV
ajase-5833	158	25	satisfactory	satisfactory	ADJ
ajase-5833	158	26	,	,	PUNCT
ajase-5833	158	27	slightly	slightly	ADV
ajase-5833	158	28	lower	low	ADJ
ajase-5833	158	29	ess	ess	NOUN
ajase-5833	158	30	bulk	bulk	ADJ
ajase-5833	158	31	values	value	NOUN
ajase-5833	158	32	were	be	AUX
ajase-5833	158	33	observed	observe	VERB
ajase-5833	158	34	for	for	ADP
ajase-5833	158	35	interest	interest	NOUN
ajase-5833	158	36	rates	rate	NOUN
ajase-5833	158	37	and	and	CCONJ
ajase-5833	158	38	unemployment	unemployment	NOUN
ajase-5833	158	39	rates	rate	NOUN
ajase-5833	158	40	.	.	PUNCT
ajase-5833	159	1	however	however	ADV
ajase-5833	159	2	,	,	PUNCT
ajase-5833	159	3	the	the	DET
ajase-5833	159	4	overall	overall	ADJ
ajase-5833	159	5	ess	ess	NOUN
ajase-5833	159	6	values	value	NOUN
ajase-5833	159	7	were	be	AUX
ajase-5833	159	8	deemed	deem	VERB
ajase-5833	159	9	sufficient	sufficient	ADJ
ajase-5833	159	10	to	to	PART
ajase-5833	159	11	ensure	ensure	VERB
ajase-5833	159	12	the	the	DET
ajase-5833	159	13	reliability	reliability	NOUN
ajase-5833	159	14	and	and	CCONJ
ajase-5833	159	15	robustness	robustness	NOUN
ajase-5833	159	16	of	of	ADP
ajase-5833	159	17	the	the	DET
ajase-5833	159	18	posterior	posterior	ADJ
ajase-5833	159	19	estimates	estimate	NOUN
ajase-5833	159	20	.	.	PUNCT
ajase-5833	160	1	this	this	PRON
ajase-5833	160	2	confirms	confirm	VERB
ajase-5833	160	3	that	that	SCONJ
ajase-5833	160	4	the	the	DET
ajase-5833	160	5	mcmc	mcmc	PROPN
ajase-5833	160	6	procedure	procedure	NOUN
ajase-5833	160	7	yielded	yield	VERB
ajase-5833	160	8	well	well	ADV
ajase-5833	160	9	-	-	PUNCT
ajase-5833	160	10	converged	converge	VERB
ajase-5833	160	11	and	and	CCONJ
ajase-5833	160	12	dependable	dependable	ADJ
ajase-5833	160	13	parameter	parameter	NOUN
ajase-5833	160	14	estimates	estimate	NOUN
ajase-5833	160	15	.	.	PUNCT
ajase-5833	161	1	the	the	DET
ajase-5833	161	2	convergence	convergence	NOUN
ajase-5833	161	3	and	and	CCONJ
ajase-5833	161	4	reliability	reliability	NOUN
ajase-5833	161	5	of	of	ADP
ajase-5833	161	6	the	the	DET
ajase-5833	161	7	bayesian	bayesian	NOUN
ajase-5833	161	8	regression	regression	NOUN
ajase-5833	161	9	were	be	AUX
ajase-5833	161	10	further	far	ADV
ajase-5833	161	11	assessed	assess	VERB
ajase-5833	161	12	through	through	ADP
ajase-5833	161	13	visual	visual	ADJ
ajase-5833	161	14	inspection	inspection	NOUN
ajase-5833	161	15	of	of	ADP
ajase-5833	161	16	the	the	DET
ajase-5833	161	17	posterior	posterior	ADJ
ajase-5833	161	18	distributions	distribution	NOUN
ajase-5833	161	19	and	and	CCONJ
ajase-5833	161	20	trace	trace	NOUN
ajase-5833	161	21	plots	plot	NOUN
ajase-5833	161	22	(	(	PUNCT
ajase-5833	161	23	figure	figure	NOUN
ajase-5833	161	24	1	1	NUM
ajase-5833	161	25	)	)	PUNCT
ajase-5833	161	26	.	.	PUNCT
ajase-5833	162	1	consistent	consistent	ADJ
ajase-5833	162	2	with	with	ADP
ajase-5833	162	3	the	the	DET
ajase-5833	162	4	r	r	NOUN
ajase-5833	162	5	hat	hat	NOUN
ajase-5833	162	6	values	value	NOUN
ajase-5833	162	7	of	of	ADP
ajase-5833	162	8	1.0	1.0	NUM
ajase-5833	162	9	,	,	PUNCT
ajase-5833	162	10	the	the	DET
ajase-5833	162	11	trace	trace	NOUN
ajase-5833	162	12	plots	plot	VERB
ajase-5833	162	13	for	for	ADP
ajase-5833	162	14	all	all	DET
ajase-5833	162	15	parameters	parameter	NOUN
ajase-5833	162	16	exhibited	exhibit	VERB
ajase-5833	162	17	good	good	ADJ
ajase-5833	162	18	mixing	mixing	NOUN
ajase-5833	162	19	,	,	PUNCT
ajase-5833	162	20	which	which	PRON
ajase-5833	162	21	indicated	indicate	VERB
ajase-5833	162	22	successful	successful	ADJ
ajase-5833	162	23	convergence	convergence	NOUN
ajase-5833	162	24	of	of	ADP
ajase-5833	162	25	the	the	DET
ajase-5833	162	26	mcmc	mcmc	PROPN
ajase-5833	162	27	chains	chain	NOUN
ajase-5833	162	28	.	.	PUNCT
ajase-5833	163	1	the	the	DET
ajase-5833	163	2	posterior	posterior	ADJ
ajase-5833	163	3	distributions	distribution	NOUN
ajase-5833	163	4	displayed	display	VERB
ajase-5833	163	5	in	in	ADP
ajase-5833	163	6	the	the	DET
ajase-5833	163	7	left	left	ADJ
ajase-5833	163	8	column	column	NOUN
ajase-5833	163	9	of	of	ADP
ajase-5833	163	10	figure	figure	NOUN
ajase-5833	163	11	1	1	NUM
ajase-5833	163	12	visually	visually	ADV
ajase-5833	163	13	represent	represent	VERB
ajase-5833	163	14	the	the	DET
ajase-5833	163	15	uncertainty	uncertainty	NOUN
ajase-5833	163	16	surrounding	surround	VERB
ajase-5833	163	17	each	each	DET
ajase-5833	163	18	parameter	parameter	NOUN
ajase-5833	163	19	estimate	estimate	NOUN
ajase-5833	163	20	.	.	PUNCT
ajase-5833	164	1	for	for	ADP
ajase-5833	164	2	instance	instance	NOUN
ajase-5833	164	3	,	,	PUNCT
ajase-5833	164	4	the	the	DET
ajase-5833	164	5	posterior	posterior	ADJ
ajase-5833	164	6	distribution	distribution	NOUN
ajase-5833	164	7	for	for	ADP
ajase-5833	164	8	the	the	DET
ajase-5833	164	9	interest	interest	NOUN
ajase-5833	164	10	rate	rate	NOUN
ajase-5833	164	11	was	be	AUX
ajase-5833	164	12	centered	center	VERB
ajase-5833	164	13	on	on	ADP
ajase-5833	164	14	a	a	DET
ajase-5833	164	15	pa	pa	PROPN
ajase-5833	164	16	ge	ge	PROPN
ajase-5833	164	17	12	12	NUM
ajase-5833	164	18	5	5	NUM
ajase-5833	164	19	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	164	20	am	am	NOUN
ajase-5833	164	21	.	.	PUNCT
ajase-5833	165	1	j.	j.	PROPN
ajase-5833	165	2	appl	appl	PROPN
ajase-5833	165	3	.	.	PROPN
ajase-5833	166	1	stat	stat	PROPN
ajase-5833	166	2	.	.	PUNCT
ajase-5833	167	1	econ	econ	PROPN
ajase-5833	167	2	.	.	PUNCT
ajase-5833	168	1	4(1	4(1	X
ajase-5833	168	2	)	)	PUNCT
ajase-5833	169	1	119	119	NUM
ajase-5833	169	2	-	-	SYM
ajase-5833	169	3	126	126	NUM
ajase-5833	169	4	,	,	PUNCT
ajase-5833	169	5	2025	2025	NUM
ajase-5833	169	6	figure	figure	NOUN
ajase-5833	169	7	2	2	NUM
ajase-5833	169	8	:	:	PUNCT
ajase-5833	169	9	source	source	NOUN
ajase-5833	169	10	:	:	PUNCT
ajase-5833	169	11	authors	author	NOUN
ajase-5833	169	12	’	'	PUNCT
ajase-5833	169	13	calculations	calculation	VERB
ajase-5833	169	14	negative	negative	ADJ
ajase-5833	169	15	value	value	NOUN
ajase-5833	169	16	,	,	PUNCT
ajase-5833	169	17	and	and	CCONJ
ajase-5833	169	18	this	this	PRON
ajase-5833	169	19	confirms	confirm	VERB
ajase-5833	169	20	the	the	DET
ajase-5833	169	21	negative	negative	ADJ
ajase-5833	169	22	relationship	relationship	NOUN
ajase-5833	169	23	observed	observe	VERB
ajase-5833	169	24	in	in	ADP
ajase-5833	169	25	table	table	NOUN
ajase-5833	169	26	1	1	NUM
ajase-5833	169	27	,	,	PUNCT
ajase-5833	169	28	with	with	ADP
ajase-5833	169	29	a	a	DET
ajase-5833	169	30	mean	mean	NOUN
ajase-5833	169	31	of	of	ADP
ajase-5833	169	32	-1.797	-1.797	PROPN
ajase-5833	169	33	.	.	PUNCT
ajase-5833	170	1	similarly	similarly	ADV
ajase-5833	170	2	,	,	PUNCT
ajase-5833	170	3	the	the	DET
ajase-5833	170	4	positive	positive	ADJ
ajase-5833	170	5	relationships	relationship	NOUN
ajase-5833	170	6	for	for	ADP
ajase-5833	170	7	gdp	gdp	NOUN
ajase-5833	170	8	growth	growth	NOUN
ajase-5833	170	9	(	(	PUNCT
ajase-5833	170	10	mean	mean	NOUN
ajase-5833	170	11	1.681	1.681	NUM
ajase-5833	170	12	)	)	PUNCT
ajase-5833	170	13	,	,	PUNCT
ajase-5833	170	14	public	public	ADJ
ajase-5833	170	15	debt	debt	NOUN
ajase-5833	170	16	(	(	PUNCT
ajase-5833	170	17	mean	mean	NOUN
ajase-5833	170	18	0.242	0.242	NUM
ajase-5833	170	19	)	)	PUNCT
ajase-5833	170	20	and	and	CCONJ
ajase-5833	170	21	unemployment	unemployment	NOUN
ajase-5833	170	22	rate	rate	NOUN
ajase-5833	170	23	(	(	PUNCT
ajase-5833	170	24	mean	mean	NOUN
ajase-5833	170	25	3.358	3.358	NUM
ajase-5833	170	26	)	)	PUNCT
ajase-5833	170	27	were	be	AUX
ajase-5833	170	28	reflected	reflect	VERB
ajase-5833	170	29	in	in	ADP
ajase-5833	170	30	the	the	DET
ajase-5833	170	31	location	location	NOUN
ajase-5833	170	32	of	of	ADP
ajase-5833	170	33	their	their	PRON
ajase-5833	170	34	respective	respective	ADJ
ajase-5833	170	35	posterior	posterior	ADJ
ajase-5833	170	36	distributions	distribution	NOUN
ajase-5833	170	37	.	.	PUNCT
ajase-5833	171	1	the	the	DET
ajase-5833	171	2	wider	wide	ADJ
ajase-5833	171	3	distribution	distribution	NOUN
ajase-5833	171	4	for	for	ADP
ajase-5833	171	5	the	the	DET
ajase-5833	171	6	inflation	inflation	NOUN
ajase-5833	171	7	rate	rate	NOUN
ajase-5833	171	8	,	,	PUNCT
ajase-5833	171	9	compared	compare	VERB
ajase-5833	171	10	to	to	ADP
ajase-5833	171	11	other	other	ADJ
ajase-5833	171	12	parameters	parameter	NOUN
ajase-5833	171	13	,	,	PUNCT
ajase-5833	171	14	mirrored	mirror	VERB
ajase-5833	171	15	the	the	DET
ajase-5833	171	16	greater	great	ADJ
ajase-5833	171	17	uncertainty	uncertainty	NOUN
ajase-5833	171	18	indicated	indicate	VERB
ajase-5833	171	19	by	by	ADP
ajase-5833	171	20	its	its	PRON
ajase-5833	171	21	wider	wide	ADJ
ajase-5833	171	22	94	94	NUM
ajase-5833	171	23	%	%	NOUN
ajase-5833	171	24	hdi	hdi	PROPN
ajase-5833	171	25	(	(	PUNCT
ajase-5833	171	26	-0.021	-0.021	NOUN
ajase-5833	171	27	to	to	ADP
ajase-5833	171	28	0.676	0.676	NUM
ajase-5833	171	29	)	)	PUNCT
ajase-5833	171	30	in	in	ADP
ajase-5833	171	31	table	table	NOUN
ajase-5833	171	32	1	1	NUM
ajase-5833	171	33	.	.	PUNCT
ajase-5833	172	1	conclusion	conclusion	NOUN
ajase-5833	172	2	this	this	DET
ajase-5833	172	3	research	research	NOUN
ajase-5833	172	4	employs	employ	VERB
ajase-5833	172	5	a	a	DET
ajase-5833	172	6	bayesian	bayesian	NOUN
ajase-5833	172	7	multiple	multiple	ADJ
ajase-5833	172	8	regression	regression	NOUN
ajase-5833	172	9	framework	framework	NOUN
ajase-5833	172	10	to	to	PART
ajase-5833	172	11	examine	examine	VERB
ajase-5833	172	12	how	how	SCONJ
ajase-5833	172	13	key	key	ADJ
ajase-5833	172	14	macroeconomic	macroeconomic	ADJ
ajase-5833	172	15	factors	factor	NOUN
ajase-5833	172	16	,	,	PUNCT
ajase-5833	172	17	including	include	VERB
ajase-5833	172	18	gdp	gdp	NOUN
ajase-5833	172	19	growth	growth	NOUN
ajase-5833	172	20	,	,	PUNCT
ajase-5833	172	21	inflation	inflation	NOUN
ajase-5833	172	22	,	,	PUNCT
ajase-5833	172	23	interest	interest	NOUN
ajase-5833	172	24	rates	rate	NOUN
ajase-5833	172	25	,	,	PUNCT
ajase-5833	172	26	public	public	ADJ
ajase-5833	172	27	debt	debt	NOUN
ajase-5833	172	28	and	and	CCONJ
ajase-5833	172	29	unemployment	unemployment	NOUN
ajase-5833	172	30	influence	influence	NOUN
ajase-5833	172	31	government	government	NOUN
ajase-5833	172	32	spending	spending	NOUN
ajase-5833	172	33	.	.	PUNCT
ajase-5833	173	1	the	the	DET
ajase-5833	173	2	bayesian	bayesian	NOUN
ajase-5833	173	3	approach	approach	NOUN
ajase-5833	173	4	allowed	allow	VERB
ajase-5833	173	5	for	for	ADP
ajase-5833	173	6	the	the	DET
ajase-5833	173	7	incorporation	incorporation	NOUN
ajase-5833	173	8	of	of	ADP
ajase-5833	173	9	prior	prior	ADJ
ajase-5833	173	10	knowledge	knowledge	NOUN
ajase-5833	173	11	and	and	CCONJ
ajase-5833	173	12	provided	provide	VERB
ajase-5833	173	13	an	an	DET
ajase-5833	173	14	insightful	insightful	ADJ
ajase-5833	173	15	understanding	understanding	NOUN
ajase-5833	173	16	by	by	ADP
ajase-5833	173	17	capturing	capture	VERB
ajase-5833	173	18	the	the	DET
ajase-5833	173	19	uncertainty	uncertainty	NOUN
ajase-5833	173	20	surrounding	surround	VERB
ajase-5833	173	21	each	each	DET
ajase-5833	173	22	relationship	relationship	NOUN
ajase-5833	173	23	through	through	ADP
ajase-5833	173	24	probability	probability	NOUN
ajase-5833	173	25	distributions	distribution	NOUN
ajase-5833	173	26	.	.	PUNCT
ajase-5833	174	1	the	the	DET
ajase-5833	174	2	analysis	analysis	NOUN
ajase-5833	174	3	revealed	reveal	VERB
ajase-5833	174	4	several	several	ADJ
ajase-5833	174	5	meaningful	meaningful	ADJ
ajase-5833	174	6	insights	insight	NOUN
ajase-5833	174	7	.	.	PUNCT
ajase-5833	175	1	gdp	gdp	NOUN
ajase-5833	175	2	growth	growth	NOUN
ajase-5833	175	3	,	,	PUNCT
ajase-5833	175	4	public	public	ADJ
ajase-5833	175	5	pa	pa	PROPN
ajase-5833	175	6	ge	ge	PROPN
ajase-5833	175	7	12	12	NUM
ajase-5833	175	8	6	6	NUM
ajase-5833	175	9	https://journals.e-palli.com/home/index.php/ajase	https://journals.e-palli.com/home/index.php/ajase	PROPN
ajase-5833	175	10	am	am	NOUN
ajase-5833	175	11	.	.	PUNCT
ajase-5833	176	1	j.	j.	PROPN
ajase-5833	176	2	appl	appl	PROPN
ajase-5833	176	3	.	.	PROPN
ajase-5833	177	1	stat	stat	PROPN
ajase-5833	177	2	.	.	PUNCT
ajase-5833	178	1	econ	econ	PROPN
ajase-5833	178	2	.	.	PUNCT
ajase-5833	179	1	4(1	4(1	X
ajase-5833	179	2	)	)	PUNCT
ajase-5833	180	1	119	119	NUM
ajase-5833	180	2	-	-	SYM
ajase-5833	180	3	126	126	NUM
ajase-5833	180	4	,	,	PUNCT
ajase-5833	180	5	2025	2025	NUM
ajase-5833	180	6	debt	debt	NOUN
ajase-5833	180	7	and	and	CCONJ
ajase-5833	180	8	unemployment	unemployment	NOUN
ajase-5833	180	9	were	be	AUX
ajase-5833	180	10	found	find	VERB
ajase-5833	180	11	to	to	PART
ajase-5833	180	12	have	have	VERB
ajase-5833	180	13	positive	positive	ADJ
ajase-5833	180	14	associations	association	NOUN
ajase-5833	180	15	with	with	ADP
ajase-5833	180	16	government	government	NOUN
ajase-5833	180	17	spending	spending	NOUN
ajase-5833	180	18	.	.	PUNCT
ajase-5833	181	1	this	this	PRON
ajase-5833	181	2	suggests	suggest	VERB
ajase-5833	181	3	that	that	SCONJ
ajase-5833	181	4	as	as	SCONJ
ajase-5833	181	5	the	the	DET
ajase-5833	181	6	economy	economy	NOUN
ajase-5833	181	7	grows	grow	VERB
ajase-5833	181	8	or	or	CCONJ
ajase-5833	181	9	faces	face	VERB
ajase-5833	181	10	higher	high	ADJ
ajase-5833	181	11	unemployment	unemployment	NOUN
ajase-5833	181	12	,	,	PUNCT
ajase-5833	181	13	governments	government	NOUN
ajase-5833	181	14	tend	tend	VERB
ajase-5833	181	15	to	to	PART
ajase-5833	181	16	increase	increase	VERB
ajase-5833	181	17	their	their	PRON
ajase-5833	181	18	expenditure	expenditure	NOUN
ajase-5833	181	19	,	,	PUNCT
ajase-5833	181	20	either	either	CCONJ
ajase-5833	181	21	to	to	PART
ajase-5833	181	22	sustain	sustain	VERB
ajase-5833	181	23	growth	growth	NOUN
ajase-5833	181	24	or	or	CCONJ
ajase-5833	181	25	cushion	cushion	VERB
ajase-5833	181	26	the	the	DET
ajase-5833	181	27	social	social	ADJ
ajase-5833	181	28	impact	impact	NOUN
ajase-5833	181	29	of	of	ADP
ajase-5833	181	30	job	job	NOUN
ajase-5833	181	31	losses	loss	NOUN
ajase-5833	181	32	.	.	PUNCT
ajase-5833	182	1	the	the	DET
ajase-5833	182	2	positive	positive	ADJ
ajase-5833	182	3	effect	effect	NOUN
ajase-5833	182	4	of	of	ADP
ajase-5833	182	5	public	public	ADJ
ajase-5833	182	6	debt	debt	NOUN
ajase-5833	182	7	reflects	reflect	VERB
ajase-5833	182	8	the	the	DET
ajase-5833	182	9	reality	reality	NOUN
ajase-5833	182	10	that	that	SCONJ
ajase-5833	182	11	governments	government	NOUN
ajase-5833	182	12	often	often	ADV
ajase-5833	182	13	rely	rely	VERB
ajase-5833	182	14	on	on	ADP
ajase-5833	182	15	borrowing	borrow	VERB
ajase-5833	182	16	to	to	PART
ajase-5833	182	17	finance	finance	VERB
ajase-5833	182	18	increased	increase	VERB
ajase-5833	182	19	spending	spending	NOUN
ajase-5833	182	20	,	,	PUNCT
ajase-5833	182	21	especially	especially	ADV
ajase-5833	182	22	during	during	ADP
ajase-5833	182	23	times	time	NOUN
ajase-5833	182	24	of	of	ADP
ajase-5833	182	25	economic	economic	ADJ
ajase-5833	182	26	pressure	pressure	NOUN
ajase-5833	182	27	or	or	CCONJ
ajase-5833	182	28	investment	investment	NOUN
ajase-5833	182	29	-	-	PUNCT
ajase-5833	182	30	driven	drive	VERB
ajase-5833	182	31	policy	policy	NOUN
ajase-5833	182	32	goals	goal	NOUN
ajase-5833	182	33	.	.	PUNCT
ajase-5833	183	1	on	on	ADP
ajase-5833	183	2	the	the	DET
ajase-5833	183	3	other	other	ADJ
ajase-5833	183	4	hand	hand	NOUN
ajase-5833	183	5	,	,	PUNCT
ajase-5833	183	6	interest	interest	NOUN
ajase-5833	183	7	rates	rate	NOUN
ajase-5833	183	8	showed	show	VERB
ajase-5833	183	9	a	a	DET
ajase-5833	183	10	strong	strong	ADJ
ajase-5833	183	11	negative	negative	ADJ
ajase-5833	183	12	relationship	relationship	NOUN
ajase-5833	183	13	with	with	ADP
ajase-5833	183	14	government	government	NOUN
ajase-5833	183	15	spending	spending	NOUN
ajase-5833	183	16	.	.	PUNCT
ajase-5833	184	1	this	this	PRON
ajase-5833	184	2	is	be	AUX
ajase-5833	184	3	consistent	consistent	ADJ
ajase-5833	184	4	with	with	ADP
ajase-5833	184	5	economic	economic	ADJ
ajase-5833	184	6	theory	theory	NOUN
ajase-5833	184	7	that	that	PRON
ajase-5833	184	8	says	say	VERB
ajase-5833	184	9	that	that	SCONJ
ajase-5833	184	10	as	as	SCONJ
ajase-5833	184	11	higher	high	ADJ
ajase-5833	184	12	interest	interest	NOUN
ajase-5833	184	13	rates	rate	NOUN
ajase-5833	184	14	raise	raise	VERB
ajase-5833	184	15	the	the	DET
ajase-5833	184	16	cost	cost	NOUN
ajase-5833	184	17	of	of	ADP
ajase-5833	184	18	borrowing	borrowing	NOUN
ajase-5833	184	19	,	,	PUNCT
ajase-5833	184	20	it	it	PRON
ajase-5833	184	21	can	can	AUX
ajase-5833	184	22	constrain	constrain	VERB
ajase-5833	184	23	fiscal	fiscal	ADJ
ajase-5833	184	24	space	space	NOUN
ajase-5833	184	25	and	and	CCONJ
ajase-5833	184	26	reduce	reduce	VERB
ajase-5833	184	27	the	the	DET
ajase-5833	184	28	incentive	incentive	NOUN
ajase-5833	184	29	or	or	CCONJ
ajase-5833	184	30	ability	ability	NOUN
ajase-5833	184	31	of	of	ADP
ajase-5833	184	32	governments	government	NOUN
ajase-5833	184	33	to	to	PART
ajase-5833	184	34	expand	expand	VERB
ajase-5833	184	35	spending	spending	NOUN
ajase-5833	184	36	.	.	PUNCT
ajase-5833	185	1	inflation	inflation	NOUN
ajase-5833	185	2	rate	rate	NOUN
ajase-5833	185	3	,	,	PUNCT
ajase-5833	185	4	however	however	ADV
ajase-5833	185	5	,	,	PUNCT
ajase-5833	185	6	presented	present	VERB
ajase-5833	185	7	an	an	DET
ajase-5833	185	8	inconclusive	inconclusive	ADJ
ajase-5833	185	9	relationship	relationship	NOUN
ajase-5833	185	10	;	;	PUNCT
ajase-5833	185	11	its	its	PRON
ajase-5833	185	12	credible	credible	ADJ
ajase-5833	185	13	interval	interval	NOUN
ajase-5833	185	14	included	include	VERB
ajase-5833	185	15	zero	zero	NUM
ajase-5833	185	16	,	,	PUNCT
ajase-5833	185	17	which	which	PRON
ajase-5833	185	18	indicates	indicate	VERB
ajase-5833	185	19	uncertainty	uncertainty	NOUN
ajase-5833	185	20	about	about	ADP
ajase-5833	185	21	its	its	PRON
ajase-5833	185	22	true	true	ADJ
ajase-5833	185	23	effect	effect	NOUN
ajase-5833	185	24	.	.	PUNCT
ajase-5833	186	1	references	reference	NOUN
ajase-5833	186	2	afonso	afonso	PROPN
ajase-5833	186	3	,	,	PUNCT
ajase-5833	186	4	a.	a.	PROPN
ajase-5833	186	5	,	,	PUNCT
ajase-5833	186	6	&	&	CCONJ
ajase-5833	186	7	furceri	furceri	PROPN
ajase-5833	186	8	,	,	PUNCT
ajase-5833	186	9	d.	d.	PROPN
ajase-5833	186	10	(	(	PUNCT
ajase-5833	186	11	2010	2010	NUM
ajase-5833	186	12	)	)	PUNCT
ajase-5833	186	13	.	.	PUNCT
ajase-5833	187	1	government	government	NOUN
ajase-5833	187	2	size	size	NOUN
ajase-5833	187	3	,	,	PUNCT
ajase-5833	187	4	composition	composition	NOUN
ajase-5833	187	5	,	,	PUNCT
ajase-5833	187	6	volatility	volatility	NOUN
ajase-5833	187	7	and	and	CCONJ
ajase-5833	187	8	economic	economic	ADJ
ajase-5833	187	9	growth	growth	NOUN
ajase-5833	187	10	.	.	PUNCT
ajase-5833	188	1	european	european	ADJ
ajase-5833	188	2	journal	journal	PROPN
ajase-5833	188	3	of	of	ADP
ajase-5833	188	4	political	political	ADJ
ajase-5833	188	5	economy	economy	NOUN
ajase-5833	188	6	,	,	PUNCT
ajase-5833	188	7	26(4	26(4	NUM
ajase-5833	188	8	)	)	PUNCT
ajase-5833	188	9	,	,	PUNCT
ajase-5833	188	10	517	517	NUM
ajase-5833	188	11	-	-	SYM
ajase-5833	188	12	532	532	NUM
ajase-5833	188	13	.	.	PUNCT
ajase-5833	189	1	afonso	afonso	PROPN
ajase-5833	189	2	,	,	PUNCT
ajase-5833	189	3	a.	a.	PROPN
ajase-5833	189	4	,	,	PUNCT
ajase-5833	189	5	&	&	CCONJ
ajase-5833	189	6	jalles	jalles	PROPN
ajase-5833	189	7	,	,	PUNCT
ajase-5833	189	8	j.	j.	PROPN
ajase-5833	189	9	t.	t.	PROPN
ajase-5833	189	10	(	(	PUNCT
ajase-5833	189	11	2016	2016	NUM
ajase-5833	189	12	)	)	PUNCT
ajase-5833	189	13	.	.	PUNCT
ajase-5833	190	1	the	the	DET
ajase-5833	190	2	elusive	elusive	ADJ
ajase-5833	190	3	character	character	NOUN
ajase-5833	190	4	of	of	ADP
ajase-5833	190	5	fiscal	fiscal	ADJ
ajase-5833	190	6	sustainability	sustainability	NOUN
ajase-5833	190	7	.	.	PUNCT
ajase-5833	191	1	applied	apply	VERB
ajase-5833	191	2	economics	economic	NOUN
ajase-5833	191	3	,	,	PUNCT
ajase-5833	191	4	48(28	48(28	PROPN
ajase-5833	191	5	)	)	PUNCT
ajase-5833	191	6	,	,	PUNCT
ajase-5833	191	7	2651	2651	NUM
ajase-5833	191	8	-	-	SYM
ajase-5833	191	9	2664	2664	NUM
ajase-5833	191	10	.	.	PUNCT
ajase-5833	192	1	afonso	afonso	PROPN
ajase-5833	192	2	,	,	PUNCT
ajase-5833	192	3	a.	a.	PROPN
ajase-5833	192	4	,	,	PUNCT
ajase-5833	192	5	&	&	CCONJ
ajase-5833	192	6	sousa	sousa	PROPN
ajase-5833	192	7	,	,	PUNCT
ajase-5833	192	8	r.	r.	PROPN
ajase-5833	192	9	m.	m.	PROPN
ajase-5833	192	10	(	(	PUNCT
ajase-5833	192	11	2012	2012	NUM
ajase-5833	192	12	)	)	PUNCT
ajase-5833	192	13	.	.	PUNCT
ajase-5833	193	1	the	the	DET
ajase-5833	193	2	macroeconomic	macroeconomic	ADJ
ajase-5833	193	3	effects	effect	NOUN
ajase-5833	193	4	of	of	ADP
ajase-5833	193	5	fiscal	fiscal	ADJ
ajase-5833	193	6	policy	policy	NOUN
ajase-5833	193	7	.	.	PUNCT
ajase-5833	194	1	applied	apply	VERB
ajase-5833	194	2	economics	economic	NOUN
ajase-5833	194	3	,	,	PUNCT
ajase-5833	194	4	44(34	44(34	NUM
ajase-5833	194	5	)	)	PUNCT
ajase-5833	194	6	,	,	PUNCT
ajase-5833	194	7	4439	4439	NUM
ajase-5833	194	8	-	-	SYM
ajase-5833	194	9	4454	4454	NUM
ajase-5833	194	10	.	.	PUNCT
ajase-5833	195	1	alesina	alesina	PROPN
ajase-5833	195	2	,	,	PUNCT
ajase-5833	195	3	a.	a.	NOUN
ajase-5833	195	4	,	,	PUNCT
ajase-5833	195	5	favero	favero	NOUN
ajase-5833	195	6	,	,	PUNCT
ajase-5833	195	7	c.	c.	PROPN
ajase-5833	195	8	,	,	PUNCT
ajase-5833	195	9	&	&	CCONJ
ajase-5833	195	10	giavazzi	giavazzi	PROPN
ajase-5833	195	11	,	,	PUNCT
ajase-5833	195	12	f.	f.	PROPN
ajase-5833	195	13	(	(	PUNCT
ajase-5833	195	14	2019	2019	NUM
ajase-5833	195	15	)	)	PUNCT
ajase-5833	195	16	.	.	PUNCT
ajase-5833	196	1	effects	effect	NOUN
ajase-5833	196	2	of	of	ADP
ajase-5833	196	3	austerity	austerity	NOUN
ajase-5833	196	4	:	:	PUNCT
ajase-5833	196	5	expenditure	expenditure	NOUN
ajase-5833	196	6	-	-	PUNCT
ajase-5833	196	7	and	and	CCONJ
ajase-5833	196	8	tax	tax	NOUN
ajase-5833	196	9	-	-	PUNCT
ajase-5833	196	10	based	base	VERB
ajase-5833	196	11	approaches	approach	NOUN
ajase-5833	196	12	.	.	PUNCT
ajase-5833	197	1	journal	journal	NOUN
ajase-5833	197	2	of	of	ADP
ajase-5833	197	3	economic	economic	ADJ
ajase-5833	197	4	perspectives	perspective	NOUN
ajase-5833	197	5	,	,	PUNCT
ajase-5833	197	6	33(2	33(2	NUM
ajase-5833	197	7	)	)	PUNCT
ajase-5833	197	8	,	,	PUNCT
ajase-5833	197	9	141	141	NUM
ajase-5833	197	10	-	-	SYM
ajase-5833	197	11	162	162	NUM
ajase-5833	197	12	.	.	PUNCT
ajase-5833	198	1	an	an	DET
ajase-5833	198	2	,	,	PUNCT
ajase-5833	198	3	s.	s.	PROPN
ajase-5833	198	4	,	,	PUNCT
ajase-5833	198	5	&	&	CCONJ
ajase-5833	198	6	schorfheide	schorfheide	PROPN
ajase-5833	198	7	,	,	PUNCT
ajase-5833	198	8	f.	f.	PROPN
ajase-5833	198	9	(	(	PUNCT
ajase-5833	198	10	2007	2007	NUM
ajase-5833	198	11	)	)	PUNCT
ajase-5833	198	12	.	.	PUNCT
ajase-5833	199	1	bayesian	bayesian	NOUN
ajase-5833	199	2	analysis	analysis	NOUN
ajase-5833	199	3	of	of	ADP
ajase-5833	199	4	dsge	dsge	NOUN
ajase-5833	199	5	models	model	NOUN
ajase-5833	199	6	.	.	PUNCT
ajase-5833	200	1	econometric	econometric	ADJ
ajase-5833	200	2	reviews	review	NOUN
ajase-5833	200	3	,	,	PUNCT
ajase-5833	200	4	26(2	26(2	NUM
ajase-5833	200	5	-	-	SYM
ajase-5833	200	6	4	4	NUM
ajase-5833	200	7	)	)	PUNCT
ajase-5833	200	8	,	,	PUNCT
ajase-5833	200	9	113	113	NUM
ajase-5833	200	10	-	-	SYM
ajase-5833	200	11	172	172	NUM
ajase-5833	200	12	.	.	PUNCT
ajase-5833	200	13	anagaw	anagaw	PROPN
ajase-5833	200	14	,	,	PUNCT
ajase-5833	200	15	t.	t.	PROPN
ajase-5833	200	16	(	(	PUNCT
ajase-5833	200	17	2023	2023	NUM
ajase-5833	200	18	)	)	PUNCT
ajase-5833	200	19	.	.	PUNCT
ajase-5833	201	1	review	review	VERB
ajase-5833	201	2	on	on	ADP
ajase-5833	201	3	:	:	PUNCT
ajase-5833	201	4	effect	effect	NOUN
ajase-5833	201	5	of	of	ADP
ajase-5833	201	6	inflation	inflation	NOUN
ajase-5833	201	7	on	on	ADP
ajase-5833	201	8	economic	economic	ADJ
ajase-5833	201	9	growth	growth	NOUN
ajase-5833	201	10	in	in	ADP
ajase-5833	201	11	ethiopia	ethiopia	PROPN
ajase-5833	201	12	.	.	PUNCT
ajase-5833	202	1	american	american	PROPN
ajase-5833	202	2	journal	journal	PROPN
ajase-5833	202	3	of	of	ADP
ajase-5833	202	4	applied	apply	VERB
ajase-5833	202	5	statistics	statistic	NOUN
ajase-5833	202	6	and	and	CCONJ
ajase-5833	202	7	economics	economic	NOUN
ajase-5833	202	8	,	,	PUNCT
ajase-5833	202	9	2(1	2(1	NUM
ajase-5833	202	10	)	)	PUNCT
ajase-5833	202	11	,	,	PUNCT
ajase-5833	202	12	7–10	7–10	PROPN
ajase-5833	202	13	.	.	PUNCT
ajase-5833	203	1	asiama	asiama	PROPN
ajase-5833	203	2	,	,	PUNCT
ajase-5833	203	3	j.	j.	PROPN
ajase-5833	203	4	,	,	PUNCT
ajase-5833	203	5	akosah	akosah	PROPN
ajase-5833	203	6	,	,	PUNCT
ajase-5833	203	7	n.	n.	PROPN
ajase-5833	203	8	,	,	PUNCT
ajase-5833	203	9	&	&	CCONJ
ajase-5833	203	10	owusu	owusu	PROPN
ajase-5833	203	11	-	-	PROPN
ajase-5833	203	12	afriyie	afriyie	PROPN
ajase-5833	203	13	,	,	PUNCT
ajase-5833	203	14	e.	e.	PROPN
ajase-5833	203	15	(	(	PUNCT
ajase-5833	203	16	2014	2014	NUM
ajase-5833	203	17	)	)	PUNCT
ajase-5833	203	18	.	.	PUNCT
ajase-5833	204	1	an	an	DET
ajase-5833	204	2	assessment	assessment	NOUN
ajase-5833	204	3	of	of	ADP
ajase-5833	204	4	fiscal	fiscal	ADJ
ajase-5833	204	5	sustainability	sustainability	NOUN
ajase-5833	204	6	in	in	ADP
ajase-5833	204	7	ghana	ghana	PROPN
ajase-5833	204	8	.	.	PUNCT
ajase-5833	205	1	bank	bank	PROPN
ajase-5833	205	2	of	of	ADP
ajase-5833	205	3	ghana	ghana	PROPN
ajase-5833	205	4	research	research	PROPN
ajase-5833	205	5	working	working	NOUN
ajase-5833	205	6	paper	paper	NOUN
ajase-5833	205	7	,	,	PUNCT
ajase-5833	205	8	wp	wp	PROPN
ajase-5833	205	9	/	/	SYM
ajase-5833	205	10	bog-2014/09	bog-2014/09	PROPN
ajase-5833	205	11	.	.	PUNCT
ajase-5833	205	12	accra	accra	PROPN
ajase-5833	205	13	:	:	PUNCT
ajase-5833	205	14	bank	bank	PROPN
ajase-5833	205	15	of	of	ADP
ajase-5833	205	16	ghana	ghana	PROPN
ajase-5833	205	17	.	.	PUNCT
ajase-5833	206	1	barro	barro	PROPN
ajase-5833	206	2	,	,	PUNCT
ajase-5833	206	3	r.	r.	PROPN
ajase-5833	206	4	j.	j.	PROPN
ajase-5833	206	5	(	(	PUNCT
ajase-5833	206	6	1990	1990	NUM
ajase-5833	206	7	)	)	PUNCT
ajase-5833	206	8	.	.	PUNCT
ajase-5833	207	1	government	government	NOUN
ajase-5833	207	2	spending	spending	NOUN
ajase-5833	207	3	in	in	ADP
ajase-5833	207	4	a	a	DET
ajase-5833	207	5	simple	simple	ADJ
ajase-5833	207	6	model	model	NOUN
ajase-5833	207	7	of	of	ADP
ajase-5833	207	8	endogeneous	endogeneous	ADJ
ajase-5833	207	9	growth	growth	NOUN
ajase-5833	207	10	.	.	PUNCT
ajase-5833	208	1	journal	journal	NOUN
ajase-5833	208	2	of	of	ADP
ajase-5833	208	3	political	political	ADJ
ajase-5833	208	4	economy	economy	NOUN
ajase-5833	208	5	,	,	PUNCT
ajase-5833	208	6	98(5	98(5	NOUN
ajase-5833	208	7	,	,	PUNCT
ajase-5833	208	8	part	part	NOUN
ajase-5833	208	9	2	2	NUM
ajase-5833	208	10	)	)	PUNCT
ajase-5833	208	11	,	,	PUNCT
ajase-5833	208	12	s103	s103	PROPN
ajase-5833	208	13	-	-	SYM
ajase-5833	208	14	s125	s125	PROPN
ajase-5833	208	15	.	.	PUNCT
ajase-5833	208	16	galí	galí	PROPN
ajase-5833	208	17	,	,	PUNCT
ajase-5833	208	18	j.	j.	PROPN
ajase-5833	208	19	,	,	PUNCT
ajase-5833	208	20	&	&	CCONJ
ajase-5833	208	21	perotti	perotti	PROPN
ajase-5833	208	22	,	,	PUNCT
ajase-5833	208	23	r.	r.	PROPN
ajase-5833	208	24	(	(	PUNCT
ajase-5833	208	25	2003	2003	NUM
ajase-5833	208	26	)	)	PUNCT
ajase-5833	208	27	.	.	PUNCT
ajase-5833	209	1	fiscal	fiscal	ADJ
ajase-5833	209	2	policy	policy	NOUN
ajase-5833	209	3	and	and	CCONJ
ajase-5833	209	4	monetary	monetary	ADJ
ajase-5833	209	5	integration	integration	NOUN
ajase-5833	209	6	in	in	ADP
ajase-5833	209	7	europe	europe	PROPN
ajase-5833	209	8	.	.	PUNCT
ajase-5833	210	1	economic	economic	ADJ
ajase-5833	210	2	policy	policy	NOUN
ajase-5833	210	3	,	,	PUNCT
ajase-5833	210	4	18(37	18(37	NUM
ajase-5833	210	5	)	)	PUNCT
ajase-5833	210	6	,	,	PUNCT
ajase-5833	210	7	533	533	NUM
ajase-5833	210	8	-	-	SYM
ajase-5833	210	9	572	572	NUM
ajase-5833	210	10	.	.	PUNCT
ajase-5833	211	1	gemmell	gemmell	PROPN
ajase-5833	211	2	,	,	PUNCT
ajase-5833	211	3	n.	n.	NOUN
ajase-5833	211	4	,	,	PUNCT
ajase-5833	211	5	kneller	kneller	PROPN
ajase-5833	211	6	,	,	PUNCT
ajase-5833	211	7	r.	r.	PROPN
ajase-5833	211	8	,	,	PUNCT
ajase-5833	211	9	&	&	CCONJ
ajase-5833	211	10	sanz	sanz	PROPN
ajase-5833	211	11	,	,	PUNCT
ajase-5833	211	12	i.	i.	PROPN
ajase-5833	211	13	(	(	PUNCT
ajase-5833	211	14	2011	2011	NUM
ajase-5833	211	15	)	)	PUNCT
ajase-5833	211	16	.	.	PUNCT
ajase-5833	212	1	the	the	DET
ajase-5833	212	2	timing	timing	NOUN
ajase-5833	212	3	and	and	CCONJ
ajase-5833	212	4	persistence	persistence	NOUN
ajase-5833	212	5	of	of	ADP
ajase-5833	212	6	fiscal	fiscal	ADJ
ajase-5833	212	7	policy	policy	NOUN
ajase-5833	212	8	impacts	impact	NOUN
ajase-5833	212	9	on	on	ADP
ajase-5833	212	10	growth	growth	NOUN
ajase-5833	212	11	:	:	PUNCT
ajase-5833	212	12	evidence	evidence	NOUN
ajase-5833	212	13	from	from	ADP
ajase-5833	212	14	oecd	oecd	PROPN
ajase-5833	212	15	countries	country	NOUN
ajase-5833	212	16	.	.	PUNCT
ajase-5833	213	1	the	the	DET
ajase-5833	213	2	economic	economic	ADJ
ajase-5833	213	3	journal	journal	NOUN
ajase-5833	213	4	,	,	PUNCT
ajase-5833	213	5	121(550	121(550	NUM
ajase-5833	213	6	)	)	PUNCT
ajase-5833	213	7	,	,	PUNCT
ajase-5833	213	8	f33	f33	PROPN
ajase-5833	213	9	-	-	PUNCT
ajase-5833	213	10	f58	f58	NOUN
ajase-5833	213	11	.	.	PUNCT
ajase-5833	214	1	gupta	gupta	PROPN
ajase-5833	214	2	,	,	PUNCT
ajase-5833	214	3	s.	s.	PROPN
ajase-5833	214	4	,	,	PUNCT
ajase-5833	214	5	clements	clements	PROPN
ajase-5833	214	6	,	,	PUNCT
ajase-5833	214	7	b.	b.	PROPN
ajase-5833	214	8	,	,	PUNCT
ajase-5833	214	9	baldacci	baldacci	PROPN
ajase-5833	214	10	,	,	PUNCT
ajase-5833	214	11	e.	e.	PROPN
ajase-5833	214	12	,	,	PUNCT
ajase-5833	214	13	&	&	CCONJ
ajase-5833	214	14	mulas	mulas	PROPN
ajase-5833	214	15	-	-	PUNCT
ajase-5833	214	16	granados	granados	PROPN
ajase-5833	214	17	,	,	PUNCT
ajase-5833	214	18	c.	c.	PROPN
ajase-5833	214	19	(	(	PUNCT
ajase-5833	214	20	2005	2005	NUM
ajase-5833	214	21	)	)	PUNCT
ajase-5833	214	22	.	.	PUNCT
ajase-5833	215	1	fiscal	fiscal	ADJ
ajase-5833	215	2	policy	policy	NOUN
ajase-5833	215	3	,	,	PUNCT
ajase-5833	215	4	expenditure	expenditure	NOUN
ajase-5833	215	5	composition	composition	NOUN
ajase-5833	215	6	,	,	PUNCT
ajase-5833	215	7	and	and	CCONJ
ajase-5833	215	8	growth	growth	NOUN
ajase-5833	215	9	in	in	ADP
ajase-5833	215	10	low	low	ADJ
ajase-5833	215	11	-	-	PUNCT
ajase-5833	215	12	income	income	NOUN
ajase-5833	215	13	countries	country	NOUN
ajase-5833	215	14	.	.	PUNCT
ajase-5833	216	1	journal	journal	PROPN
ajase-5833	216	2	of	of	ADP
ajase-5833	216	3	international	international	ADJ
ajase-5833	216	4	money	money	NOUN
ajase-5833	216	5	and	and	CCONJ
ajase-5833	216	6	finance	finance	NOUN
ajase-5833	216	7	,	,	PUNCT
ajase-5833	216	8	24(3	24(3	NUM
ajase-5833	216	9	)	)	PUNCT
ajase-5833	216	10	,	,	PUNCT
ajase-5833	216	11	441	441	NUM
ajase-5833	216	12	-	-	SYM
ajase-5833	216	13	463	463	NUM
ajase-5833	216	14	.	.	PUNCT
ajase-5833	217	1	international	international	ADJ
ajase-5833	217	2	monetary	monetary	ADJ
ajase-5833	217	3	fund	fund	NOUN
ajase-5833	217	4	.	.	PUNCT
ajase-5833	218	1	(	(	PUNCT
ajase-5833	218	2	2014	2014	NUM
ajase-5833	218	3	,	,	PUNCT
ajase-5833	218	4	october	october	PROPN
ajase-5833	218	5	8)	8)	NUM
ajase-5833	218	6	.	.	PUNCT
ajase-5833	218	7	fiscal	fiscal	PROPN
ajase-5833	218	8	monitor	monitor	PROPN
ajase-5833	218	9	,	,	PUNCT
ajase-5833	218	10	october	october	PROPN
ajase-5833	218	11	2014	2014	NUM
ajase-5833	218	12	:	:	PUNCT
ajase-5833	219	1	back	back	ADV
ajase-5833	219	2	to	to	ADP
ajase-5833	219	3	work	work	NOUN
ajase-5833	219	4	:	:	PUNCT
ajase-5833	219	5	how	how	SCONJ
ajase-5833	219	6	fiscal	fiscal	ADJ
ajase-5833	219	7	policy	policy	NOUN
ajase-5833	219	8	can	can	AUX
ajase-5833	219	9	help	help	VERB
ajase-5833	219	10	(	(	PUNCT
ajase-5833	219	11	fiscal	fiscal	ADJ
ajase-5833	219	12	monitor	monitor	NOUN
ajase-5833	219	13	no	no	INTJ
ajase-5833	219	14	.	.	PUNCT
ajase-5833	220	1	2014/002	2014/002	ADV
ajase-5833	220	2	)	)	PUNCT
ajase-5833	220	3	.	.	PUNCT
ajase-5833	221	1	international	international	ADJ
ajase-5833	221	2	monetary	monetary	ADJ
ajase-5833	221	3	fund	fund	NOUN
ajase-5833	221	4	.	.	PUNCT
ajase-5833	222	1	(	(	PUNCT
ajase-5833	222	2	2015	2015	NUM
ajase-5833	222	3	)	)	PUNCT
ajase-5833	222	4	.	.	PUNCT
ajase-5833	223	1	fiscal	fiscal	ADJ
ajase-5833	223	2	monitor	monitor	PROPN
ajase-5833	223	3	:	:	PUNCT
ajase-5833	223	4	now	now	ADV
ajase-5833	223	5	is	be	AUX
ajase-5833	223	6	the	the	DET
ajase-5833	223	7	time	time	NOUN
ajase-5833	223	8	–	–	PUNCT
ajase-5833	223	9	fiscal	fiscal	ADJ
ajase-5833	223	10	policies	policy	NOUN
ajase-5833	223	11	for	for	ADP
ajase-5833	223	12	sustainable	sustainable	ADJ
ajase-5833	223	13	growth	growth	NOUN
ajase-5833	223	14	(	(	PUNCT
ajase-5833	223	15	april	april	PROPN
ajase-5833	223	16	2015	2015	NUM
ajase-5833	223	17	)	)	PUNCT
ajase-5833	223	18	.	.	PUNCT
ajase-5833	224	1	keho	keho	PROPN
ajase-5833	224	2	,	,	PUNCT
ajase-5833	224	3	y.	y.	PROPN
ajase-5833	224	4	(	(	PUNCT
ajase-5833	224	5	2016	2016	NUM
ajase-5833	224	6	)	)	PUNCT
ajase-5833	224	7	.	.	PUNCT
ajase-5833	225	1	testing	test	VERB
ajase-5833	225	2	wagner	wagner	PROPN
ajase-5833	225	3	’s	’s	PART
ajase-5833	225	4	law	law	NOUN
ajase-5833	225	5	in	in	ADP
ajase-5833	225	6	the	the	DET
ajase-5833	225	7	presence	presence	NOUN
ajase-5833	225	8	of	of	ADP
ajase-5833	225	9	structural	structural	ADJ
ajase-5833	225	10	changes	change	NOUN
ajase-5833	225	11	:	:	PUNCT
ajase-5833	225	12	new	new	ADJ
ajase-5833	225	13	evidence	evidence	NOUN
ajase-5833	225	14	from	from	ADP
ajase-5833	225	15	six	six	NUM
ajase-5833	225	16	african	african	ADJ
ajase-5833	225	17	countries	country	NOUN
ajase-5833	225	18	(	(	PUNCT
ajase-5833	225	19	1960	1960	NUM
ajase-5833	225	20	-	-	SYM
ajase-5833	225	21	2013	2013	NUM
ajase-5833	225	22	)	)	PUNCT
ajase-5833	225	23	.	.	PUNCT
ajase-5833	226	1	international	international	ADJ
ajase-5833	226	2	journal	journal	PROPN
ajase-5833	226	3	of	of	ADP
ajase-5833	226	4	economics	economic	NOUN
ajase-5833	226	5	and	and	CCONJ
ajase-5833	226	6	financial	financial	ADJ
ajase-5833	226	7	issues	issue	NOUN
ajase-5833	226	8	,	,	PUNCT
ajase-5833	226	9	6(1	6(1	NUM
ajase-5833	226	10	)	)	PUNCT
ajase-5833	226	11	,	,	PUNCT
ajase-5833	226	12	1	1	NUM
ajase-5833	226	13	-	-	SYM
ajase-5833	226	14	6	6	NUM
ajase-5833	226	15	.	.	PUNCT
ajase-5833	226	16	keynes	keynes	PROPN
ajase-5833	226	17	,	,	PUNCT
ajase-5833	226	18	j.	j.	PROPN
ajase-5833	226	19	m.	m.	PROPN
ajase-5833	226	20	(	(	PUNCT
ajase-5833	226	21	1937	1937	NUM
ajase-5833	226	22	)	)	PUNCT
ajase-5833	226	23	.	.	PUNCT
ajase-5833	227	1	the	the	DET
ajase-5833	227	2	general	general	ADJ
ajase-5833	227	3	theory	theory	NOUN
ajase-5833	227	4	of	of	ADP
ajase-5833	227	5	employment	employment	NOUN
ajase-5833	227	6	.	.	PUNCT
ajase-5833	228	1	the	the	DET
ajase-5833	228	2	quarterly	quarterly	ADJ
ajase-5833	228	3	journal	journal	NOUN
ajase-5833	228	4	of	of	ADP
ajase-5833	228	5	economics	economic	NOUN
ajase-5833	228	6	,	,	PUNCT
ajase-5833	228	7	51(2	51(2	NUM
ajase-5833	228	8	)	)	PUNCT
ajase-5833	228	9	,	,	PUNCT
ajase-5833	228	10	209	209	NUM
ajase-5833	228	11	-	-	SYM
ajase-5833	228	12	223	223	NUM
ajase-5833	228	13	.	.	PUNCT
ajase-5833	229	1	klein	klein	PROPN
ajase-5833	229	2	,	,	PUNCT
ajase-5833	229	3	m.	m.	NOUN
ajase-5833	229	4	,	,	PUNCT
ajase-5833	229	5	&	&	CCONJ
ajase-5833	229	6	linnemann	linnemann	PROPN
ajase-5833	229	7	,	,	PUNCT
ajase-5833	229	8	l.	l.	PROPN
ajase-5833	229	9	(	(	PUNCT
ajase-5833	229	10	2020	2020	NUM
ajase-5833	229	11	)	)	PUNCT
ajase-5833	229	12	.	.	PUNCT
ajase-5833	230	1	the	the	DET
ajase-5833	230	2	time	time	NOUN
ajase-5833	230	3	-	-	PUNCT
ajase-5833	230	4	varying	vary	VERB
ajase-5833	230	5	effect	effect	NOUN
ajase-5833	230	6	of	of	ADP
ajase-5833	230	7	fiscal	fiscal	ADJ
ajase-5833	230	8	policy	policy	NOUN
ajase-5833	230	9	on	on	ADP
ajase-5833	230	10	inflation	inflation	NOUN
ajase-5833	230	11	:	:	PUNCT
ajase-5833	230	12	evidence	evidence	NOUN
ajase-5833	230	13	from	from	ADP
ajase-5833	230	14	historical	historical	ADJ
ajase-5833	230	15	us	us	PROPN
ajase-5833	230	16	data	datum	NOUN
ajase-5833	230	17	.	.	PUNCT
ajase-5833	231	1	economics	economic	NOUN
ajase-5833	231	2	letters	letter	NOUN
ajase-5833	231	3	,	,	PUNCT
ajase-5833	231	4	186	186	NUM
ajase-5833	231	5	,	,	PUNCT
ajase-5833	231	6	108823	108823	NUM
ajase-5833	231	7	.	.	PUNCT
ajase-5833	232	1	kofi	kofi	PROPN
ajase-5833	232	2	ocran	ocran	PROPN
ajase-5833	232	3	,	,	PUNCT
ajase-5833	232	4	m.	m.	NOUN
ajase-5833	232	5	(	(	PUNCT
ajase-5833	232	6	2011	2011	NUM
ajase-5833	232	7	)	)	PUNCT
ajase-5833	232	8	.	.	PUNCT
ajase-5833	233	1	fiscal	fiscal	ADJ
ajase-5833	233	2	policy	policy	NOUN
ajase-5833	233	3	and	and	CCONJ
ajase-5833	233	4	economic	economic	ADJ
ajase-5833	233	5	growth	growth	NOUN
ajase-5833	233	6	in	in	ADP
ajase-5833	233	7	south	south	PROPN
ajase-5833	233	8	africa	africa	PROPN
ajase-5833	233	9	.	.	PUNCT
ajase-5833	234	1	journal	journal	PROPN
ajase-5833	234	2	of	of	ADP
ajase-5833	234	3	economic	economic	ADJ
ajase-5833	234	4	studies	study	NOUN
ajase-5833	234	5	,	,	PUNCT
ajase-5833	234	6	38(5	38(5	NUM
ajase-5833	234	7	)	)	PUNCT
ajase-5833	234	8	,	,	PUNCT
ajase-5833	234	9	604	604	NUM
ajase-5833	234	10	-	-	SYM
ajase-5833	234	11	618	618	NUM
ajase-5833	234	12	.	.	PUNCT
ajase-5833	235	1	koop	koop	PROPN
ajase-5833	235	2	,	,	PUNCT
ajase-5833	235	3	g.	g.	PROPN
ajase-5833	235	4	,	,	PUNCT
ajase-5833	235	5	&	&	CCONJ
ajase-5833	235	6	korobilis	korobilis	PROPN
ajase-5833	235	7	,	,	PUNCT
ajase-5833	235	8	d.	d.	PROPN
ajase-5833	235	9	(	(	PUNCT
ajase-5833	235	10	2010	2010	NUM
ajase-5833	235	11	)	)	PUNCT
ajase-5833	235	12	.	.	PUNCT
ajase-5833	236	1	bayesian	bayesian	NOUN
ajase-5833	236	2	multivariate	multivariate	NOUN
ajase-5833	236	3	time	time	NOUN
ajase-5833	236	4	series	series	PROPN
ajase-5833	236	5	methods	method	NOUN
ajase-5833	236	6	for	for	ADP
ajase-5833	236	7	empirical	empirical	ADJ
ajase-5833	236	8	macroeconomics	macroeconomic	NOUN
ajase-5833	236	9	.	.	PUNCT
ajase-5833	237	1	foundations	foundation	NOUN
ajase-5833	237	2	and	and	CCONJ
ajase-5833	237	3	trends	trend	NOUN
ajase-5833	237	4	®	®	NOUN
ajase-5833	237	5	in	in	ADP
ajase-5833	237	6	econometrics	econometric	NOUN
ajase-5833	237	7	,	,	PUNCT
ajase-5833	237	8	3(4	3(4	NUM
ajase-5833	237	9	)	)	PUNCT
ajase-5833	237	10	,	,	PUNCT
ajase-5833	237	11	267	267	NUM
ajase-5833	237	12	-	-	SYM
ajase-5833	237	13	358	358	NUM
ajase-5833	237	14	.	.	PUNCT
ajase-5833	238	1	kruschke	kruschke	PROPN
ajase-5833	238	2	,	,	PUNCT
ajase-5833	238	3	j.	j.	PROPN
ajase-5833	238	4	k.	k.	PROPN
ajase-5833	238	5	(	(	PUNCT
ajase-5833	238	6	2018	2018	NUM
ajase-5833	238	7	)	)	PUNCT
ajase-5833	238	8	.	.	PUNCT
ajase-5833	239	1	rejecting	reject	VERB
ajase-5833	239	2	or	or	CCONJ
ajase-5833	239	3	accepting	accept	VERB
ajase-5833	239	4	parameter	parameter	NOUN
ajase-5833	239	5	values	value	NOUN
ajase-5833	239	6	in	in	ADP
ajase-5833	239	7	bayesian	bayesian	NOUN
ajase-5833	239	8	estimation	estimation	NOUN
ajase-5833	239	9	.	.	PUNCT
ajase-5833	240	1	advances	advance	NOUN
ajase-5833	240	2	in	in	ADP
ajase-5833	240	3	methods	method	NOUN
ajase-5833	240	4	and	and	CCONJ
ajase-5833	240	5	practices	practice	NOUN
ajase-5833	240	6	in	in	ADP
ajase-5833	240	7	psychological	psychological	ADJ
ajase-5833	240	8	science	science	NOUN
ajase-5833	240	9	,	,	PUNCT
ajase-5833	240	10	1(2	1(2	NUM
ajase-5833	240	11	)	)	PUNCT
ajase-5833	240	12	,	,	PUNCT
ajase-5833	240	13	270	270	NUM
ajase-5833	240	14	-	-	SYM
ajase-5833	240	15	280	280	NUM
ajase-5833	240	16	.	.	PUNCT
ajase-5833	241	1	mensah	mensah	PROPN
ajase-5833	241	2	,	,	PUNCT
ajase-5833	241	3	n.	n.	NOUN
ajase-5833	241	4	,	,	PUNCT
ajase-5833	241	5	&	&	CCONJ
ajase-5833	241	6	adukpo	adukpo	NOUN
ajase-5833	241	7	,	,	PUNCT
ajase-5833	241	8	t.	t.	PROPN
ajase-5833	241	9	k.	k.	PROPN
ajase-5833	241	10	(	(	PUNCT
ajase-5833	241	11	2025	2025	NUM
ajase-5833	241	12	)	)	PUNCT
ajase-5833	241	13	.	.	PUNCT
ajase-5833	242	1	impact	impact	NOUN
ajase-5833	242	2	of	of	ADP
ajase-5833	242	3	government	government	NOUN
ajase-5833	242	4	expenditure	expenditure	NOUN
ajase-5833	242	5	on	on	ADP
ajase-5833	242	6	economic	economic	ADJ
ajase-5833	242	7	growth	growth	NOUN
ajase-5833	242	8	of	of	ADP
ajase-5833	242	9	ghana	ghana	PROPN
ajase-5833	242	10	.	.	PUNCT
ajase-5833	243	1	asian	asian	ADJ
ajase-5833	243	2	journal	journal	PROPN
ajase-5833	243	3	of	of	ADP
ajase-5833	243	4	economics	economic	NOUN
ajase-5833	243	5	,	,	PUNCT
ajase-5833	243	6	business	business	NOUN
ajase-5833	243	7	and	and	CCONJ
ajase-5833	243	8	accounting	accounting	NOUN
ajase-5833	243	9	,	,	PUNCT
ajase-5833	243	10	25(3	25(3	NUM
ajase-5833	243	11	)	)	PUNCT
ajase-5833	243	12	,	,	PUNCT
ajase-5833	243	13	232	232	NUM
ajase-5833	243	14	-	-	SYM
ajase-5833	243	15	247	247	NUM
ajase-5833	243	16	.	.	PUNCT
ajase-5833	244	1	musgrave	musgrave	PROPN
ajase-5833	244	2	,	,	PUNCT
ajase-5833	244	3	r.	r.	PROPN
ajase-5833	244	4	a.	a.	PROPN
ajase-5833	244	5	,	,	PUNCT
ajase-5833	244	6	&	&	CCONJ
ajase-5833	244	7	musgrave	musgrave	PROPN
ajase-5833	244	8	,	,	PUNCT
ajase-5833	244	9	p.	p.	PROPN
ajase-5833	244	10	b.	b.	PROPN
ajase-5833	244	11	(	(	PUNCT
ajase-5833	244	12	1980	1980	NUM
ajase-5833	244	13	)	)	PUNCT
ajase-5833	244	14	.	.	PUNCT
ajase-5833	245	1	public	public	ADJ
ajase-5833	245	2	finance	finance	NOUN
ajase-5833	245	3	in	in	ADP
ajase-5833	245	4	theory	theory	NOUN
ajase-5833	245	5	and	and	CCONJ
ajase-5833	245	6	practice	practice	NOUN
ajase-5833	245	7	.	.	PUNCT
ajase-5833	246	1	(	(	PUNCT
ajase-5833	246	2	no	no	DET
ajase-5833	246	3	title	title	NOUN
ajase-5833	246	4	)	)	PUNCT
ajase-5833	246	5	.	.	PUNCT
ajase-5833	247	1	peacock	peacock	NOUN
ajase-5833	247	2	,	,	PUNCT
ajase-5833	247	3	a.	a.	NOUN
ajase-5833	247	4	t.	t.	PROPN
ajase-5833	247	5	,	,	PUNCT
ajase-5833	247	6	&	&	CCONJ
ajase-5833	247	7	wiseman	wiseman	PROPN
ajase-5833	247	8	,	,	PUNCT
ajase-5833	247	9	j.	j.	PROPN
ajase-5833	247	10	(	(	PUNCT
ajase-5833	247	11	1961	1961	NUM
ajase-5833	247	12	)	)	PUNCT
ajase-5833	247	13	.	.	PUNCT
ajase-5833	248	1	front	front	ADJ
ajase-5833	248	2	matter	matter	NOUN
ajase-5833	248	3	,	,	PUNCT
ajase-5833	248	4	the	the	DET
ajase-5833	248	5	growth	growth	NOUN
ajase-5833	248	6	of	of	ADP
ajase-5833	248	7	public	public	ADJ
ajase-5833	248	8	expenditure	expenditure	NOUN
ajase-5833	248	9	in	in	ADP
ajase-5833	248	10	the	the	DET
ajase-5833	248	11	united	united	ADJ
ajase-5833	248	12	kingdom	kingdom	NOUN
ajase-5833	248	13	.	.	PUNCT
ajase-5833	249	1	in	in	ADP
ajase-5833	249	2	the	the	DET
ajase-5833	249	3	growth	growth	NOUN
ajase-5833	249	4	of	of	ADP
ajase-5833	249	5	public	public	ADJ
ajase-5833	249	6	expenditure	expenditure	NOUN
ajase-5833	249	7	in	in	ADP
ajase-5833	249	8	the	the	DET
ajase-5833	249	9	united	united	ADJ
ajase-5833	249	10	kingdom	kingdom	PROPN
ajase-5833	249	11	(	(	PUNCT
ajase-5833	249	12	pp	pp	ADJ
ajase-5833	249	13	.	.	PUNCT
ajase-5833	250	1	32	32	NUM
ajase-5833	250	2	-	-	SYM
ajase-5833	250	3	0	0	NUM
ajase-5833	250	4	)	)	PUNCT
ajase-5833	250	5	.	.	PUNCT
ajase-5833	251	1	princeton	princeton	PROPN
ajase-5833	251	2	university	university	PROPN
ajase-5833	251	3	press	press	NOUN
ajase-5833	251	4	.	.	PUNCT
ajase-5833	252	1	peña	peña	PROPN
ajase-5833	252	2	,	,	PUNCT
ajase-5833	252	3	g.	g.	PROPN
ajase-5833	252	4	(	(	PUNCT
ajase-5833	252	5	2023	2023	NUM
ajase-5833	252	6	)	)	PUNCT
ajase-5833	252	7	.	.	PUNCT
ajase-5833	253	1	interest	interest	NOUN
ajase-5833	253	2	rates	rate	NOUN
ajase-5833	253	3	affect	affect	VERB
ajase-5833	253	4	public	public	ADJ
ajase-5833	253	5	expenditure	expenditure	NOUN
ajase-5833	253	6	growth	growth	NOUN
ajase-5833	253	7	.	.	PUNCT
ajase-5833	254	1	quantitative	quantitative	ADJ
ajase-5833	254	2	finance	finance	NOUN
ajase-5833	254	3	and	and	CCONJ
ajase-5833	254	4	economics	economic	NOUN
ajase-5833	254	5	,	,	PUNCT
ajase-5833	254	6	7(4	7(4	NUM
ajase-5833	254	7	)	)	PUNCT
ajase-5833	254	8	,	,	PUNCT
ajase-5833	254	9	622–645	622–645	NUM
ajase-5833	254	10	.	.	PUNCT
ajase-5833	255	1	rasheed	rasheed	NOUN
ajase-5833	255	2	,	,	PUNCT
ajase-5833	255	3	o.	o.	PROPN
ajase-5833	255	4	n.	n.	PROPN
ajase-5833	255	5	(	(	PUNCT
ajase-5833	255	6	2023	2023	NUM
ajase-5833	255	7	)	)	PUNCT
ajase-5833	255	8	.	.	PUNCT
ajase-5833	256	1	the	the	DET
ajase-5833	256	2	effect	effect	NOUN
ajase-5833	256	3	of	of	ADP
ajase-5833	256	4	unemployment	unemployment	NOUN
ajase-5833	256	5	on	on	ADP
ajase-5833	256	6	economic	economic	ADJ
ajase-5833	256	7	growth	growth	NOUN
ajase-5833	256	8	in	in	ADP
ajase-5833	256	9	nigeria	nigeria	PROPN
ajase-5833	256	10	.	.	PUNCT
ajase-5833	257	1	american	american	PROPN
ajase-5833	257	2	journal	journal	PROPN
ajase-5833	257	3	of	of	ADP
ajase-5833	257	4	applied	apply	VERB
ajase-5833	257	5	statistics	statistic	NOUN
ajase-5833	257	6	and	and	CCONJ
ajase-5833	257	7	economics	economic	NOUN
ajase-5833	257	8	,	,	PUNCT
ajase-5833	257	9	2(1	2(1	NUM
ajase-5833	257	10	)	)	PUNCT
ajase-5833	257	11	,	,	PUNCT
ajase-5833	257	12	11–14	11–14	NUM
ajase-5833	257	13	.	.	PUNCT
ajase-5833	257	14	sineviciene	sineviciene	PROPN
ajase-5833	257	15	,	,	PUNCT
ajase-5833	257	16	l.	l.	PROPN
ajase-5833	257	17	,	,	PUNCT
ajase-5833	257	18	&	&	CCONJ
ajase-5833	257	19	vasiliauskaite	vasiliauskaite	PROPN
ajase-5833	257	20	,	,	PUNCT
ajase-5833	257	21	a.	a.	NOUN
ajase-5833	257	22	(	(	PUNCT
ajase-5833	257	23	2012	2012	NUM
ajase-5833	257	24	)	)	PUNCT
ajase-5833	257	25	.	.	PUNCT
ajase-5833	258	1	fiscal	fiscal	ADJ
ajase-5833	258	2	policy	policy	NOUN
ajase-5833	258	3	interaction	interaction	NOUN
ajase-5833	258	4	with	with	ADP
ajase-5833	258	5	private	private	ADJ
ajase-5833	258	6	investment	investment	NOUN
ajase-5833	258	7	:	:	PUNCT
ajase-5833	258	8	the	the	DET
ajase-5833	258	9	case	case	NOUN
ajase-5833	258	10	of	of	ADP
ajase-5833	258	11	the	the	DET
ajase-5833	258	12	baltic	baltic	ADJ
ajase-5833	258	13	states	state	NOUN
ajase-5833	258	14	.	.	PUNCT
ajase-5833	259	1	engineering	engineer	VERB
ajase-5833	259	2	economics	economic	NOUN
ajase-5833	259	3	,	,	PUNCT
ajase-5833	259	4	23(3	23(3	NUM
ajase-5833	259	5	)	)	PUNCT
ajase-5833	259	6	,	,	PUNCT
ajase-5833	259	7	233	233	NUM
ajase-5833	259	8	-	-	SYM
ajase-5833	259	9	241	241	NUM
ajase-5833	259	10	.	.	PUNCT
ajase-5833	259	11	stiglitz	stiglitz	PROPN
ajase-5833	259	12	,	,	PUNCT
ajase-5833	259	13	j.	j.	PROPN
ajase-5833	259	14	e.	e.	PROPN
ajase-5833	259	15	,	,	PUNCT
ajase-5833	259	16	&	&	CCONJ
ajase-5833	259	17	rosengard	rosengard	NOUN
ajase-5833	259	18	,	,	PUNCT
ajase-5833	259	19	j.	j.	PROPN
ajase-5833	259	20	k.	k.	PROPN
ajase-5833	259	21	(	(	PUNCT
ajase-5833	259	22	2015	2015	NUM
ajase-5833	259	23	)	)	PUNCT
ajase-5833	259	24	.	.	PUNCT
ajase-5833	260	1	economics	economic	NOUN
ajase-5833	260	2	of	of	ADP
ajase-5833	260	3	the	the	DET
ajase-5833	260	4	public	public	ADJ
ajase-5833	260	5	sector	sector	NOUN
ajase-5833	260	6	:	:	PUNCT
ajase-5833	260	7	fourth	fourth	ADJ
ajase-5833	260	8	international	international	ADJ
ajase-5833	260	9	student	student	NOUN
ajase-5833	260	10	edition	edition	NOUN
ajase-5833	260	11	.	.	PUNCT
ajase-5833	261	1	ww	ww	PROPN
ajase-5833	261	2	norton	norton	PROPN
ajase-5833	261	3	&	&	CCONJ
ajase-5833	261	4	company	company	PROPN
ajase-5833	261	5	.	.	PUNCT
ajase-5833	262	1	wagner	wagner	PROPN
ajase-5833	262	2	,	,	PUNCT
ajase-5833	262	3	a.	a.	PROPN
ajase-5833	262	4	(	(	PUNCT
ajase-5833	262	5	1883	1883	NUM
ajase-5833	262	6	)	)	PUNCT
ajase-5833	262	7	.	.	PUNCT
ajase-5833	263	1	three	three	NUM
ajase-5833	263	2	extracts	extract	NOUN
ajase-5833	263	3	on	on	ADP
ajase-5833	263	4	public	public	ADJ
ajase-5833	263	5	finance	finance	NOUN
ajase-5833	263	6	,	,	PUNCT
ajase-5833	263	7	reprinted	reprint	VERB
ajase-5833	263	8	in	in	ADP
ajase-5833	263	9	r.a	r.a	PROPN
ajase-5833	263	10	.	.	PROPN
ajase-5833	263	11	musgrave	musgrave	PROPN
ajase-5833	263	12	and	and	CCONJ
ajase-5833	263	13	a.t	a.t	PROPN
ajase-5833	263	14	.	.	PROPN
ajase-5833	263	15	peacock	peacock	PROPN
ajase-5833	263	16	(	(	PUNCT
ajase-5833	263	17	eds	ed	NOUN
ajase-5833	263	18	.	.	PUNCT
ajase-5833	263	19	)	)	PUNCT
ajase-5833	263	20	,	,	PUNCT
ajase-5833	263	21	classics	classic	NOUN
ajase-5833	263	22	in	in	ADP
ajase-5833	263	23	the	the	DET
ajase-5833	263	24	theory	theory	NOUN
ajase-5833	263	25	of	of	ADP
ajase-5833	263	26	public	public	ADJ
ajase-5833	263	27	finance	finance	NOUN
ajase-5833	263	28	,	,	PUNCT
ajase-5833	263	29	london	london	PROPN
ajase-5833	263	30	:	:	PUNCT
ajase-5833	263	31	macmillan	macmillan	PROPN
ajase-5833	263	32	,	,	PUNCT
ajase-5833	263	33	1958	1958	NUM
ajase-5833	263	34	,	,	PUNCT
ajase-5833	263	35	(	(	PUNCT
ajase-5833	263	36	pp	pp	ADJ
ajase-5833	263	37	.	.	PUNCT
ajase-5833	264	1	1	1	NUM
ajase-5833	264	2	-	-	SYM
ajase-5833	264	3	15	15	NUM
ajase-5833	264	4	)	)	PUNCT
ajase-5833	264	5	.	.	PUNCT