id	sid	tid	token	lemma	pos
easat-6133	1	1	edelweiss	edelweiss	PROPN
easat-6133	1	2	applied	apply	VERB
easat-6133	1	3	science	science	NOUN
easat-6133	1	4	and	and	CCONJ
easat-6133	1	5	technology	technology	NOUN
easat-6133	1	6	issn	issn	PROPN
easat-6133	1	7	:	:	PUNCT
easat-6133	1	8	2576	2576	NUM
easat-6133	1	9	-	-	SYM
easat-6133	1	10	8484	8484	NUM
easat-6133	1	11	vol	vol	NOUN
easat-6133	1	12	.	.	PROPN
easat-6133	2	1	9	9	NUM
easat-6133	2	2	,	,	PUNCT
easat-6133	2	3	no	no	INTJ
easat-6133	2	4	.	.	NOUN
easat-6133	2	5	4	4	NUM
easat-6133	2	6	,	,	PUNCT
easat-6133	2	7	966	966	NUM
easat-6133	2	8	-	-	SYM
easat-6133	2	9	974	974	NUM
easat-6133	2	10	2025	2025	NUM
easat-6133	2	11	publisher	publisher	NOUN
easat-6133	2	12	:	:	PUNCT
easat-6133	2	13	learning	learn	VERB
easat-6133	2	14	gate	gate	NOUN
easat-6133	2	15	doi	doi	PROPN
easat-6133	2	16	:	:	PUNCT
easat-6133	2	17	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	2	18	©	©	PROPN
easat-6133	2	19	2025	2025	NUM
easat-6133	2	20	by	by	ADP
easat-6133	2	21	the	the	DET
easat-6133	2	22	authors	author	NOUN
easat-6133	2	23	;	;	PUNCT
easat-6133	3	1	licensee	licensee	PROPN
easat-6133	3	2	learning	learning	NOUN
easat-6133	3	3	gate	gate	NOUN
easat-6133	3	4	©	©	PROPN
easat-6133	3	5	2025	2025	NUM
easat-6133	3	6	by	by	ADP
easat-6133	3	7	the	the	DET
easat-6133	3	8	authors	author	NOUN
easat-6133	3	9	;	;	PUNCT
easat-6133	3	10	licensee	licensee	PROPN
easat-6133	3	11	learning	learning	NOUN
easat-6133	3	12	gate	gate	NOUN
easat-6133	3	13	history	history	NOUN
easat-6133	3	14	:	:	PUNCT
easat-6133	3	15	received	receive	VERB
easat-6133	3	16	:	:	PUNCT
easat-6133	3	17	6	6	NUM
easat-6133	3	18	february	february	NOUN
easat-6133	3	19	2025	2025	NUM
easat-6133	3	20	;	;	PUNCT
easat-6133	3	21	revised	revise	VERB
easat-6133	3	22	:	:	PUNCT
easat-6133	3	23	17	17	NUM
easat-6133	3	24	march	march	NOUN
easat-6133	3	25	2025	2025	NUM
easat-6133	3	26	;	;	PUNCT
easat-6133	3	27	accepted	accept	VERB
easat-6133	3	28	:	:	PUNCT
easat-6133	3	29	21	21	NUM
easat-6133	3	30	march	march	NOUN
easat-6133	3	31	2025	2025	NUM
easat-6133	3	32	;	;	PUNCT
easat-6133	3	33	published	publish	VERB
easat-6133	3	34	:	:	PUNCT
easat-6133	3	35	10	10	NUM
easat-6133	3	36	april	april	PROPN
easat-6133	3	37	2025	2025	NUM
easat-6133	3	38	*	*	PUNCT
easat-6133	3	39	correspondence	correspondence	NOUN
easat-6133	3	40	:	:	PUNCT
easat-6133	4	1	pasunon_p@su.ac.th	pasunon_p@su.ac.th	NUM
easat-6133	4	2	assessing	assess	VERB
easat-6133	4	3	the	the	DET
easat-6133	4	4	efficiency	efficiency	NOUN
easat-6133	4	5	of	of	ADP
easat-6133	4	6	government	government	NOUN
easat-6133	4	7	budget	budget	NOUN
easat-6133	4	8	expenditure	expenditure	NOUN
easat-6133	4	9	across	across	ADP
easat-6133	4	10	provinces	province	NOUN
easat-6133	4	11	in	in	ADP
easat-6133	4	12	thailand	thailand	PROPN
easat-6133	4	13	sukhumal	sukhumal	PROPN
easat-6133	4	14	chollagran1	chollagran1	PROPN
easat-6133	4	15	,	,	PUNCT
easat-6133	4	16	prasopchai	prasopchai	PROPN
easat-6133	4	17	pasunon2	pasunon2	PROPN
easat-6133	4	18	*	*	PUNCT
easat-6133	4	19	,	,	PUNCT
easat-6133	4	20	afifi	afifi	NOUN
easat-6133	4	21	lateh3	lateh3	PROPN
easat-6133	5	1	1doctor	1doctor	NUM
easat-6133	5	2	of	of	ADP
easat-6133	5	3	philosophy	philosophy	NOUN
easat-6133	5	4	program	program	NOUN
easat-6133	5	5	in	in	ADP
easat-6133	5	6	management	management	NOUN
easat-6133	5	7	,	,	PUNCT
easat-6133	5	8	faculty	faculty	NOUN
easat-6133	5	9	of	of	ADP
easat-6133	5	10	management	management	NOUN
easat-6133	5	11	science	science	NOUN
easat-6133	5	12	,	,	PUNCT
easat-6133	5	13	silpakorn	silpakorn	VERB
easat-6133	5	14	university	university	PROPN
easat-6133	5	15	,	,	PUNCT
easat-6133	5	16	thailand	thailand	PROPN
easat-6133	5	17	.	.	PUNCT
easat-6133	6	1	2faculty	2faculty	NUM
easat-6133	6	2	of	of	ADP
easat-6133	6	3	management	management	NOUN
easat-6133	6	4	science	science	NOUN
easat-6133	6	5	,	,	PUNCT
easat-6133	6	6	silpakorn	silpakorn	VERB
easat-6133	6	7	university	university	PROPN
easat-6133	6	8	,	,	PUNCT
easat-6133	6	9	thailand	thailand	PROPN
easat-6133	6	10	;	;	PUNCT
easat-6133	6	11	pasunon_p@su.ac.th	pasunon_p@su.ac.th	PROPN
easat-6133	6	12	(	(	PUNCT
easat-6133	6	13	p.p	p.p	PROPN
easat-6133	6	14	.	.	PROPN
easat-6133	6	15	)	)	PUNCT
easat-6133	6	16	.	.	PUNCT
easat-6133	7	1	3faculty	3faculty	NUM
easat-6133	7	2	of	of	ADP
easat-6133	7	3	education	education	NOUN
easat-6133	7	4	,	,	PUNCT
easat-6133	7	5	prince	prince	NOUN
easat-6133	7	6	of	of	ADP
easat-6133	7	7	songkla	songkla	PROPN
easat-6133	7	8	university	university	PROPN
easat-6133	7	9	,	,	PUNCT
easat-6133	7	10	thailand	thailand	PROPN
easat-6133	7	11	.	.	PUNCT
easat-6133	8	1	abstract	abstract	PROPN
easat-6133	8	2	:	:	PUNCT
easat-6133	8	3	this	this	DET
easat-6133	8	4	research	research	NOUN
easat-6133	8	5	aims	aim	VERB
easat-6133	8	6	to	to	PART
easat-6133	8	7	:	:	PUNCT
easat-6133	8	8	1	1	X
easat-6133	8	9	)	)	PUNCT
easat-6133	8	10	identify	identify	VERB
easat-6133	8	11	input	input	NOUN
easat-6133	8	12	and	and	CCONJ
easat-6133	8	13	output	output	NOUN
easat-6133	8	14	factors	factor	NOUN
easat-6133	8	15	for	for	ADP
easat-6133	8	16	evaluating	evaluate	VERB
easat-6133	8	17	the	the	DET
easat-6133	8	18	efficiency	efficiency	NOUN
easat-6133	8	19	of	of	ADP
easat-6133	8	20	government	government	NOUN
easat-6133	8	21	budget	budget	NOUN
easat-6133	8	22	spending	spending	NOUN
easat-6133	8	23	in	in	ADP
easat-6133	8	24	the	the	DET
easat-6133	8	25	spatial	spatial	ADJ
easat-6133	8	26	dimension	dimension	NOUN
easat-6133	8	27	of	of	ADP
easat-6133	8	28	provinces	province	NOUN
easat-6133	8	29	in	in	ADP
easat-6133	8	30	thailand	thailand	PROPN
easat-6133	8	31	,	,	PUNCT
easat-6133	8	32	and	and	CCONJ
easat-6133	8	33	2	2	X
easat-6133	8	34	)	)	PUNCT
easat-6133	8	35	evaluate	evaluate	VERB
easat-6133	8	36	the	the	DET
easat-6133	8	37	efficiency	efficiency	NOUN
easat-6133	8	38	of	of	ADP
easat-6133	8	39	government	government	NOUN
easat-6133	8	40	budget	budget	NOUN
easat-6133	8	41	spending	spending	NOUN
easat-6133	8	42	in	in	ADP
easat-6133	8	43	the	the	DET
easat-6133	8	44	spatial	spatial	ADJ
easat-6133	8	45	dimension	dimension	NOUN
easat-6133	8	46	of	of	ADP
easat-6133	8	47	76	76	NUM
easat-6133	8	48	provinces	province	NOUN
easat-6133	8	49	in	in	ADP
easat-6133	8	50	thailand	thailand	PROPN
easat-6133	8	51	,	,	PUNCT
easat-6133	8	52	excluding	exclude	VERB
easat-6133	8	53	bangkok	bangkok	PROPN
easat-6133	8	54	.	.	PUNCT
easat-6133	9	1	a	a	DET
easat-6133	9	2	mixed	mix	VERB
easat-6133	9	3	-	-	PUNCT
easat-6133	9	4	method	method	NOUN
easat-6133	9	5	approach	approach	NOUN
easat-6133	9	6	was	be	AUX
easat-6133	9	7	employed	employ	VERB
easat-6133	9	8	,	,	PUNCT
easat-6133	9	9	combining	combine	VERB
easat-6133	9	10	qualitative	qualitative	ADJ
easat-6133	9	11	and	and	CCONJ
easat-6133	9	12	quantitative	quantitative	ADJ
easat-6133	9	13	research	research	NOUN
easat-6133	9	14	.	.	PUNCT
easat-6133	10	1	the	the	DET
easat-6133	10	2	qualitative	qualitative	ADJ
easat-6133	10	3	study	study	NOUN
easat-6133	10	4	involved	involve	VERB
easat-6133	10	5	in	in	ADP
easat-6133	10	6	-	-	PUNCT
easat-6133	10	7	depth	depth	NOUN
easat-6133	10	8	interviews	interview	NOUN
easat-6133	10	9	with	with	ADP
easat-6133	10	10	20	20	NUM
easat-6133	10	11	key	key	ADJ
easat-6133	10	12	informants	informant	NOUN
easat-6133	10	13	to	to	PART
easat-6133	10	14	determine	determine	VERB
easat-6133	10	15	input	input	NOUN
easat-6133	10	16	,	,	PUNCT
easat-6133	10	17	output	output	NOUN
easat-6133	10	18	,	,	PUNCT
easat-6133	10	19	and	and	CCONJ
easat-6133	10	20	environmental	environmental	ADJ
easat-6133	10	21	factors	factor	NOUN
easat-6133	10	22	.	.	PUNCT
easat-6133	11	1	the	the	DET
easat-6133	11	2	quantitative	quantitative	ADJ
easat-6133	11	3	analysis	analysis	NOUN
easat-6133	11	4	utilized	utilize	VERB
easat-6133	11	5	the	the	DET
easat-6133	11	6	data	datum	NOUN
easat-6133	11	7	envelopment	envelopment	ADJ
easat-6133	11	8	analysis	analysis	NOUN
easat-6133	11	9	method	method	NOUN
easat-6133	11	10	,	,	PUNCT
easat-6133	11	11	applying	apply	VERB
easat-6133	11	12	both	both	DET
easat-6133	11	13	the	the	DET
easat-6133	11	14	ccr	ccr	PROPN
easat-6133	11	15	and	and	CCONJ
easat-6133	11	16	bcc	bcc	PROPN
easat-6133	11	17	models	model	NOUN
easat-6133	11	18	to	to	PART
easat-6133	11	19	evaluate	evaluate	VERB
easat-6133	11	20	efficiency	efficiency	NOUN
easat-6133	11	21	scores	score	NOUN
easat-6133	11	22	.	.	PUNCT
easat-6133	12	1	the	the	DET
easat-6133	12	2	research	research	NOUN
easat-6133	12	3	results	result	NOUN
easat-6133	12	4	revealed	reveal	VERB
easat-6133	12	5	:	:	PUNCT
easat-6133	12	6	1	1	X
easat-6133	12	7	)	)	PUNCT
easat-6133	12	8	the	the	DET
easat-6133	12	9	input	input	NOUN
easat-6133	12	10	factors	factor	NOUN
easat-6133	12	11	consist	consist	VERB
easat-6133	12	12	of	of	ADP
easat-6133	12	13	total	total	ADJ
easat-6133	12	14	budget	budget	NOUN
easat-6133	12	15	expenditure	expenditure	NOUN
easat-6133	12	16	and	and	CCONJ
easat-6133	12	17	total	total	ADJ
easat-6133	12	18	budget	budget	NOUN
easat-6133	12	19	expenditure	expenditure	NOUN
easat-6133	12	20	per	per	ADP
easat-6133	12	21	capita	capita	NOUN
easat-6133	12	22	.	.	PUNCT
easat-6133	13	1	the	the	DET
easat-6133	13	2	output	output	NOUN
easat-6133	13	3	factors	factor	NOUN
easat-6133	13	4	include	include	VERB
easat-6133	13	5	provincial	provincial	ADJ
easat-6133	13	6	gross	gross	ADJ
easat-6133	13	7	product	product	NOUN
easat-6133	13	8	,	,	PUNCT
easat-6133	13	9	proportion	proportion	NOUN
easat-6133	13	10	of	of	ADP
easat-6133	13	11	poor	poor	ADJ
easat-6133	13	12	people	people	NOUN
easat-6133	13	13	,	,	PUNCT
easat-6133	13	14	coefficient	coefficient	NOUN
easat-6133	13	15	of	of	ADP
easat-6133	13	16	income	income	NOUN
easat-6133	13	17	inequality	inequality	NOUN
easat-6133	13	18	,	,	PUNCT
easat-6133	13	19	employment	employment	NOUN
easat-6133	13	20	rate	rate	NOUN
easat-6133	13	21	,	,	PUNCT
easat-6133	13	22	and	and	CCONJ
easat-6133	13	23	crime	crime	NOUN
easat-6133	13	24	cases	case	NOUN
easat-6133	13	25	.	.	PUNCT
easat-6133	14	1	the	the	DET
easat-6133	14	2	environmental	environmental	ADJ
easat-6133	14	3	factors	factor	NOUN
easat-6133	14	4	encompass	encompass	VERB
easat-6133	14	5	population	population	NOUN
easat-6133	14	6	density	density	NOUN
easat-6133	14	7	,	,	PUNCT
easat-6133	14	8	average	average	ADJ
easat-6133	14	9	years	year	NOUN
easat-6133	14	10	of	of	ADP
easat-6133	14	11	education	education	NOUN
easat-6133	14	12	,	,	PUNCT
easat-6133	14	13	and	and	CCONJ
easat-6133	14	14	unemployment	unemployment	NOUN
easat-6133	14	15	rate	rate	NOUN
easat-6133	14	16	.	.	PUNCT
easat-6133	15	1	2	2	X
easat-6133	15	2	)	)	PUNCT
easat-6133	15	3	based	base	VERB
easat-6133	15	4	on	on	ADP
easat-6133	15	5	the	the	DET
easat-6133	15	6	model	model	NOUN
easat-6133	15	7	utilizing	utilize	VERB
easat-6133	15	8	the	the	DET
easat-6133	15	9	input	input	NOUN
easat-6133	15	10	factors	factor	NOUN
easat-6133	15	11	and	and	CCONJ
easat-6133	15	12	the	the	DET
easat-6133	15	13	output	output	NOUN
easat-6133	15	14	factors	factor	NOUN
easat-6133	15	15	,	,	PUNCT
easat-6133	15	16	the	the	DET
easat-6133	15	17	evaluation	evaluation	NOUN
easat-6133	15	18	of	of	ADP
easat-6133	15	19	government	government	NOUN
easat-6133	15	20	budget	budget	NOUN
easat-6133	15	21	spending	spending	NOUN
easat-6133	15	22	efficiency	efficiency	NOUN
easat-6133	15	23	in	in	ADP
easat-6133	15	24	76	76	NUM
easat-6133	15	25	provinces	province	NOUN
easat-6133	15	26	(	(	PUNCT
easat-6133	15	27	excluding	exclude	VERB
easat-6133	15	28	bangkok	bangkok	PROPN
easat-6133	15	29	)	)	PUNCT
easat-6133	15	30	found	find	VERB
easat-6133	15	31	that	that	SCONJ
easat-6133	15	32	the	the	DET
easat-6133	15	33	ccr	ccr	PROPN
easat-6133	15	34	model	model	NOUN
easat-6133	15	35	had	have	VERB
easat-6133	15	36	an	an	DET
easat-6133	15	37	average	average	ADJ
easat-6133	15	38	efficiency	efficiency	NOUN
easat-6133	15	39	score	score	NOUN
easat-6133	15	40	of	of	ADP
easat-6133	15	41	0.567	0.567	NUM
easat-6133	15	42	,	,	PUNCT
easat-6133	15	43	the	the	DET
easat-6133	15	44	bcc	bcc	PROPN
easat-6133	15	45	model	model	NOUN
easat-6133	15	46	had	have	VERB
easat-6133	15	47	an	an	DET
easat-6133	15	48	average	average	ADJ
easat-6133	15	49	efficiency	efficiency	NOUN
easat-6133	15	50	score	score	NOUN
easat-6133	15	51	of	of	ADP
easat-6133	15	52	0.619	0.619	NUM
easat-6133	15	53	,	,	PUNCT
easat-6133	15	54	and	and	CCONJ
easat-6133	15	55	the	the	DET
easat-6133	15	56	se	se	PROPN
easat-6133	15	57	model	model	NOUN
easat-6133	15	58	had	have	VERB
easat-6133	15	59	an	an	DET
easat-6133	15	60	average	average	ADJ
easat-6133	15	61	efficiency	efficiency	NOUN
easat-6133	15	62	score	score	NOUN
easat-6133	15	63	of	of	ADP
easat-6133	15	64	0.932	0.932	NUM
easat-6133	15	65	.	.	PUNCT
easat-6133	16	1	keywords	keyword	NOUN
easat-6133	16	2	:	:	PUNCT
easat-6133	16	3	business	business	NOUN
easat-6133	16	4	model	model	NOUN
easat-6133	16	5	,	,	PUNCT
easat-6133	16	6	data	data	VERB
easat-6133	16	7	envelopment	envelopment	ADJ
easat-6133	16	8	analysis	analysis	NOUN
easat-6133	16	9	,	,	PUNCT
easat-6133	16	10	efficiency	efficiency	NOUN
easat-6133	16	11	score	score	NOUN
easat-6133	16	12	,	,	PUNCT
easat-6133	16	13	management	management	NOUN
easat-6133	16	14	strategies	strategy	NOUN
easat-6133	16	15	,	,	PUNCT
easat-6133	16	16	thai	thai	ADJ
easat-6133	16	17	government	government	NOUN
easat-6133	16	18	budget	budget	NOUN
easat-6133	16	19	.	.	PUNCT
easat-6133	17	1	1	1	X
easat-6133	17	2	.	.	X
easat-6133	17	3	introduction	introduction	NOUN
easat-6133	17	4	in	in	ADP
easat-6133	17	5	an	an	DET
easat-6133	17	6	era	era	NOUN
easat-6133	17	7	of	of	ADP
easat-6133	17	8	global	global	ADJ
easat-6133	17	9	economic	economic	ADJ
easat-6133	17	10	uncertainty	uncertainty	NOUN
easat-6133	17	11	and	and	CCONJ
easat-6133	17	12	heightened	heightened	ADJ
easat-6133	17	13	competition	competition	NOUN
easat-6133	17	14	,	,	PUNCT
easat-6133	17	15	the	the	DET
easat-6133	17	16	government	government	NOUN
easat-6133	17	17	's	's	PART
easat-6133	17	18	role	role	NOUN
easat-6133	17	19	in	in	ADP
easat-6133	17	20	fiscal	fiscal	ADJ
easat-6133	17	21	management	management	NOUN
easat-6133	17	22	is	be	AUX
easat-6133	17	23	crucial	crucial	ADJ
easat-6133	17	24	.	.	PUNCT
easat-6133	18	1	it	it	PRON
easat-6133	18	2	is	be	AUX
easat-6133	18	3	responsible	responsible	ADJ
easat-6133	18	4	for	for	ADP
easat-6133	18	5	generating	generate	VERB
easat-6133	18	6	tax	tax	NOUN
easat-6133	18	7	revenue	revenue	NOUN
easat-6133	18	8	and	and	CCONJ
easat-6133	18	9	allocating	allocate	VERB
easat-6133	18	10	expenditures	expenditure	NOUN
easat-6133	18	11	to	to	PART
easat-6133	18	12	govern	govern	VERB
easat-6133	18	13	the	the	DET
easat-6133	18	14	country	country	NOUN
easat-6133	18	15	,	,	PUNCT
easat-6133	18	16	often	often	ADV
easat-6133	18	17	representing	represent	VERB
easat-6133	18	18	40	40	NUM
easat-6133	18	19	-	-	SYM
easat-6133	18	20	60	60	NUM
easat-6133	18	21	%	%	NOUN
easat-6133	18	22	of	of	ADP
easat-6133	18	23	national	national	ADJ
easat-6133	18	24	income	income	NOUN
easat-6133	18	25	.	.	PUNCT
easat-6133	19	1	effective	effective	ADJ
easat-6133	19	2	fiscal	fiscal	ADJ
easat-6133	19	3	policies	policy	NOUN
easat-6133	19	4	,	,	PUNCT
easat-6133	19	5	such	such	ADJ
easat-6133	19	6	as	as	ADP
easat-6133	19	7	employing	employ	VERB
easat-6133	19	8	a	a	DET
easat-6133	19	9	deficit	deficit	NOUN
easat-6133	19	10	budget	budget	NOUN
easat-6133	19	11	to	to	PART
easat-6133	19	12	stimulate	stimulate	VERB
easat-6133	19	13	economic	economic	ADJ
easat-6133	19	14	growth	growth	NOUN
easat-6133	19	15	and	and	CCONJ
easat-6133	19	16	investing	invest	VERB
easat-6133	19	17	in	in	ADP
easat-6133	19	18	infrastructure	infrastructure	NOUN
easat-6133	19	19	,	,	PUNCT
easat-6133	19	20	enhance	enhance	VERB
easat-6133	19	21	national	national	ADJ
easat-6133	19	22	competitiveness	competitiveness	NOUN
easat-6133	19	23	and	and	CCONJ
easat-6133	19	24	foster	foster	VERB
easat-6133	19	25	a	a	DET
easat-6133	19	26	favorable	favorable	ADJ
easat-6133	19	27	investment	investment	NOUN
easat-6133	19	28	environment	environment	NOUN
easat-6133	19	29	for	for	ADP
easat-6133	19	30	the	the	DET
easat-6133	19	31	private	private	ADJ
easat-6133	19	32	sector	sector	NOUN
easat-6133	19	33	[	[	X
easat-6133	19	34	1	1	NUM
easat-6133	19	35	]	]	PUNCT
easat-6133	19	36	.	.	PUNCT
easat-6133	20	1	moreover	moreover	ADV
easat-6133	20	2	,	,	PUNCT
easat-6133	20	3	budget	budget	NOUN
easat-6133	20	4	allocation	allocation	NOUN
easat-6133	20	5	serves	serve	VERB
easat-6133	20	6	as	as	ADP
easat-6133	20	7	a	a	DET
easat-6133	20	8	key	key	ADJ
easat-6133	20	9	instrument	instrument	NOUN
easat-6133	20	10	in	in	ADP
easat-6133	20	11	shaping	shape	VERB
easat-6133	20	12	national	national	ADJ
easat-6133	20	13	development	development	NOUN
easat-6133	20	14	and	and	CCONJ
easat-6133	20	15	ensuring	ensure	VERB
easat-6133	20	16	the	the	DET
easat-6133	20	17	equitable	equitable	ADJ
easat-6133	20	18	distribution	distribution	NOUN
easat-6133	20	19	of	of	ADP
easat-6133	20	20	resources	resource	NOUN
easat-6133	20	21	to	to	PART
easat-6133	20	22	address	address	VERB
easat-6133	20	23	public	public	ADJ
easat-6133	20	24	needs	need	NOUN
easat-6133	20	25	.	.	PUNCT
easat-6133	21	1	government	government	NOUN
easat-6133	21	2	agencies	agency	NOUN
easat-6133	21	3	must	must	AUX
easat-6133	21	4	efficiently	efficiently	ADV
easat-6133	21	5	manage	manage	VERB
easat-6133	21	6	limited	limited	ADJ
easat-6133	21	7	resources	resource	NOUN
easat-6133	21	8	to	to	PART
easat-6133	21	9	minimize	minimize	VERB
easat-6133	21	10	losses	loss	NOUN
easat-6133	21	11	and	and	CCONJ
easat-6133	21	12	maximize	maximize	VERB
easat-6133	21	13	societal	societal	ADJ
easat-6133	21	14	benefits	benefit	NOUN
easat-6133	21	15	.	.	PUNCT
easat-6133	22	1	additionally	additionally	ADV
easat-6133	22	2	,	,	PUNCT
easat-6133	22	3	transparent	transparent	ADJ
easat-6133	22	4	reporting	reporting	NOUN
easat-6133	22	5	on	on	ADP
easat-6133	22	6	budget	budget	NOUN
easat-6133	22	7	utilization	utilization	NOUN
easat-6133	22	8	promotes	promote	VERB
easat-6133	22	9	public	public	ADJ
easat-6133	22	10	trust	trust	NOUN
easat-6133	22	11	,	,	PUNCT
easat-6133	22	12	enhances	enhance	VERB
easat-6133	22	13	satisfaction	satisfaction	NOUN
easat-6133	22	14	,	,	PUNCT
easat-6133	22	15	and	and	CCONJ
easat-6133	22	16	strengthens	strengthen	VERB
easat-6133	22	17	the	the	DET
easat-6133	22	18	stability	stability	NOUN
easat-6133	22	19	of	of	ADP
easat-6133	22	20	national	national	ADJ
easat-6133	22	21	governance	governance	NOUN
easat-6133	22	22	[	[	X
easat-6133	22	23	2	2	NUM
easat-6133	22	24	]	]	PUNCT
easat-6133	22	25	.	.	PUNCT
easat-6133	23	1	the	the	DET
easat-6133	23	2	government	government	NOUN
easat-6133	23	3	implements	implement	VERB
easat-6133	23	4	a	a	DET
easat-6133	23	5	financial	financial	ADJ
easat-6133	23	6	plan	plan	NOUN
easat-6133	23	7	to	to	PART
easat-6133	23	8	allocate	allocate	VERB
easat-6133	23	9	limited	limited	ADJ
easat-6133	23	10	resources	resource	NOUN
easat-6133	23	11	to	to	ADP
easat-6133	23	12	various	various	ADJ
easat-6133	23	13	agencies	agency	NOUN
easat-6133	23	14	through	through	ADP
easat-6133	23	15	the	the	DET
easat-6133	23	16	annual	annual	ADJ
easat-6133	23	17	expenditure	expenditure	NOUN
easat-6133	23	18	budget	budget	NOUN
easat-6133	23	19	,	,	PUNCT
easat-6133	23	20	aiming	aim	VERB
easat-6133	23	21	to	to	PART
easat-6133	23	22	achieve	achieve	VERB
easat-6133	23	23	national	national	ADJ
easat-6133	23	24	objectives	objective	NOUN
easat-6133	23	25	and	and	CCONJ
easat-6133	23	26	maximize	maximize	VERB
easat-6133	23	27	benefits	benefit	NOUN
easat-6133	23	28	.	.	PUNCT
easat-6133	24	1	the	the	DET
easat-6133	24	2	budget	budget	PROPN
easat-6133	24	3	bureau	bureau	NOUN
easat-6133	24	4	plays	play	VERB
easat-6133	24	5	a	a	DET
easat-6133	24	6	crucial	crucial	ADJ
easat-6133	24	7	role	role	NOUN
easat-6133	24	8	in	in	ADP
easat-6133	24	9	distributing	distribute	VERB
easat-6133	24	10	funds	fund	NOUN
easat-6133	24	11	and	and	CCONJ
easat-6133	24	12	assessing	assess	VERB
easat-6133	24	13	spending	spending	NOUN
easat-6133	24	14	efficiency	efficiency	NOUN
easat-6133	24	15	to	to	PART
easat-6133	24	16	ensure	ensure	VERB
easat-6133	24	17	effective	effective	ADJ
easat-6133	24	18	budget	budget	NOUN
easat-6133	24	19	management	management	NOUN
easat-6133	24	20	[	[	X
easat-6133	24	21	3	3	NUM
easat-6133	24	22	]	]	PUNCT
easat-6133	24	23	.	.	PUNCT
easat-6133	25	1	currently	currently	ADV
easat-6133	25	2	,	,	PUNCT
easat-6133	25	3	the	the	DET
easat-6133	25	4	budget	budget	NOUN
easat-6133	25	5	bureau	bureau	NOUN
easat-6133	25	6	employs	employ	VERB
easat-6133	25	7	the	the	DET
easat-6133	25	8	strategic	strategic	ADJ
easat-6133	25	9	performancebased	performancebase	VERB
easat-6133	25	10	budgeting	budgeting	NOUN
easat-6133	25	11	(	(	PUNCT
easat-6133	25	12	spbb	spbb	ADJ
easat-6133	25	13	)	)	PUNCT
easat-6133	25	14	system	system	NOUN
easat-6133	25	15	,	,	PUNCT
easat-6133	25	16	which	which	PRON
easat-6133	25	17	prioritizes	prioritize	VERB
easat-6133	25	18	budget	budget	NOUN
easat-6133	25	19	allocation	allocation	NOUN
easat-6133	25	20	based	base	VERB
easat-6133	25	21	on	on	ADP
easat-6133	25	22	performance	performance	NOUN
easat-6133	25	23	outcomes	outcome	NOUN
easat-6133	25	24	and	and	CCONJ
easat-6133	25	25	the	the	DET
easat-6133	25	26	delivery	delivery	NOUN
easat-6133	25	27	of	of	ADP
easat-6133	25	28	services	service	NOUN
easat-6133	25	29	that	that	PRON
easat-6133	25	30	meet	meet	VERB
easat-6133	25	31	public	public	ADJ
easat-6133	25	32	needs	need	NOUN
easat-6133	25	33	.	.	PUNCT
easat-6133	26	1	for	for	SCONJ
easat-6133	26	2	this	this	DET
easat-6133	26	3	system	system	NOUN
easat-6133	26	4	to	to	PART
easat-6133	26	5	be	be	AUX
easat-6133	26	6	effective	effective	ADJ
easat-6133	26	7	,	,	PUNCT
easat-6133	26	8	a	a	DET
easat-6133	26	9	clear	clear	ADJ
easat-6133	26	10	methodology	methodology	NOUN
easat-6133	26	11	967	967	NUM
easat-6133	26	12	edelweiss	edelweiss	PROPN
easat-6133	26	13	applied	apply	VERB
easat-6133	26	14	science	science	NOUN
easat-6133	26	15	and	and	CCONJ
easat-6133	26	16	technology	technology	NOUN
easat-6133	26	17	issn	issn	PROPN
easat-6133	26	18	:	:	PUNCT
easat-6133	26	19	2576	2576	NUM
easat-6133	26	20	-	-	SYM
easat-6133	26	21	8484	8484	NUM
easat-6133	26	22	vol	vol	NOUN
easat-6133	26	23	.	.	PROPN
easat-6133	27	1	9	9	NUM
easat-6133	27	2	,	,	PUNCT
easat-6133	27	3	no	no	INTJ
easat-6133	27	4	.	.	NOUN
easat-6133	28	1	4	4	NUM
easat-6133	28	2	:	:	PUNCT
easat-6133	28	3	966	966	NUM
easat-6133	28	4	-	-	SYM
easat-6133	28	5	974	974	NUM
easat-6133	28	6	,	,	PUNCT
easat-6133	28	7	2025	2025	NUM
easat-6133	28	8	doi	doi	NOUN
easat-6133	28	9	:	:	PUNCT
easat-6133	28	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	28	11	©	©	PROPN
easat-6133	28	12	2025	2025	NUM
easat-6133	28	13	by	by	ADP
easat-6133	28	14	the	the	DET
easat-6133	28	15	authors	author	NOUN
easat-6133	28	16	;	;	PUNCT
easat-6133	28	17	licensee	licensee	PROPN
easat-6133	28	18	learning	learning	NOUN
easat-6133	28	19	gate	gate	NOUN
easat-6133	28	20	is	be	AUX
easat-6133	28	21	essential	essential	ADJ
easat-6133	28	22	for	for	ADP
easat-6133	28	23	measuring	measure	VERB
easat-6133	28	24	government	government	NOUN
easat-6133	28	25	agencies	agency	NOUN
easat-6133	28	26	'	'	PART
easat-6133	28	27	expenditures	expenditure	NOUN
easat-6133	28	28	and	and	CCONJ
easat-6133	28	29	evaluating	evaluate	VERB
easat-6133	28	30	the	the	DET
easat-6133	28	31	efficiency	efficiency	NOUN
easat-6133	28	32	of	of	ADP
easat-6133	28	33	the	the	DET
easat-6133	28	34	annual	annual	ADJ
easat-6133	28	35	budget	budget	NOUN
easat-6133	28	36	[	[	X
easat-6133	28	37	4	4	NUM
easat-6133	28	38	]	]	PUNCT
easat-6133	28	39	.	.	PUNCT
easat-6133	29	1	from	from	ADP
easat-6133	29	2	fiscal	fiscal	ADJ
easat-6133	29	3	years	year	NOUN
easat-6133	29	4	2008	2008	NUM
easat-6133	29	5	to	to	ADP
easat-6133	29	6	2024	2024	NUM
easat-6133	29	7	,	,	PUNCT
easat-6133	29	8	the	the	DET
easat-6133	29	9	budget	budget	NOUN
easat-6133	29	10	bureau	bureau	NOUN
easat-6133	29	11	utilized	utilize	VERB
easat-6133	29	12	the	the	DET
easat-6133	29	13	performance	performance	NOUN
easat-6133	29	14	assessment	assessment	NOUN
easat-6133	29	15	rating	rating	NOUN
easat-6133	29	16	tool	tool	NOUN
easat-6133	29	17	(	(	PUNCT
easat-6133	29	18	part	part	NOUN
easat-6133	29	19	)	)	PUNCT
easat-6133	29	20	to	to	PART
easat-6133	29	21	evaluate	evaluate	VERB
easat-6133	29	22	the	the	DET
easat-6133	29	23	efficiency	efficiency	NOUN
easat-6133	29	24	of	of	ADP
easat-6133	29	25	government	government	NOUN
easat-6133	29	26	agencies	agency	NOUN
easat-6133	29	27	'	'	PART
easat-6133	29	28	budget	budget	NOUN
easat-6133	29	29	spending	spending	NOUN
easat-6133	29	30	.	.	PUNCT
easat-6133	30	1	agencies	agency	NOUN
easat-6133	30	2	conducted	conduct	VERB
easat-6133	30	3	self	self	NOUN
easat-6133	30	4	-	-	PUNCT
easat-6133	30	5	assessments	assessment	NOUN
easat-6133	30	6	across	across	ADP
easat-6133	30	7	five	five	NUM
easat-6133	30	8	key	key	ADJ
easat-6133	30	9	areas	area	NOUN
easat-6133	30	10	:	:	PUNCT
easat-6133	30	11	(	(	PUNCT
easat-6133	30	12	1	1	X
easat-6133	30	13	)	)	PUNCT
easat-6133	30	14	objectives	objective	NOUN
easat-6133	30	15	and	and	CCONJ
easat-6133	30	16	formats	format	NOUN
easat-6133	30	17	,	,	PUNCT
easat-6133	30	18	(	(	PUNCT
easat-6133	30	19	2	2	NUM
easat-6133	30	20	)	)	PUNCT
easat-6133	30	21	strategic	strategic	ADJ
easat-6133	30	22	planning	planning	NOUN
easat-6133	30	23	,	,	PUNCT
easat-6133	30	24	(	(	PUNCT
easat-6133	30	25	3	3	X
easat-6133	30	26	)	)	PUNCT
easat-6133	30	27	budget	budget	NOUN
easat-6133	30	28	linkage	linkage	NOUN
easat-6133	30	29	,	,	PUNCT
easat-6133	30	30	(	(	PUNCT
easat-6133	30	31	4	4	X
easat-6133	30	32	)	)	PUNCT
easat-6133	30	33	management	management	NOUN
easat-6133	30	34	,	,	PUNCT
easat-6133	30	35	and	and	CCONJ
easat-6133	30	36	(	(	PUNCT
easat-6133	30	37	5	5	X
easat-6133	30	38	)	)	PUNCT
easat-6133	30	39	evaluation	evaluation	NOUN
easat-6133	30	40	of	of	ADP
easat-6133	30	41	outputs	output	NOUN
easat-6133	30	42	and	and	CCONJ
easat-6133	30	43	outcomes	outcome	NOUN
easat-6133	30	44	.	.	PUNCT
easat-6133	31	1	the	the	DET
easat-6133	31	2	assessment	assessment	NOUN
easat-6133	31	3	consisted	consist	VERB
easat-6133	31	4	of	of	ADP
easat-6133	31	5	30	30	NUM
easat-6133	31	6	questions	question	NOUN
easat-6133	31	7	,	,	PUNCT
easat-6133	31	8	totaling	total	VERB
easat-6133	31	9	100	100	NUM
easat-6133	31	10	points	point	NOUN
easat-6133	31	11	,	,	PUNCT
easat-6133	31	12	with	with	ADP
easat-6133	31	13	results	result	NOUN
easat-6133	31	14	categorized	categorize	VERB
easat-6133	31	15	into	into	ADP
easat-6133	31	16	three	three	NUM
easat-6133	31	17	levels	level	NOUN
easat-6133	31	18	:	:	PUNCT
easat-6133	31	19	less	less	ADJ
easat-6133	31	20	than	than	ADP
easat-6133	31	21	60	60	NUM
easat-6133	31	22	points	point	NOUN
easat-6133	31	23	(	(	PUNCT
easat-6133	31	24	needs	need	VERB
easat-6133	31	25	improvement	improvement	NOUN
easat-6133	31	26	)	)	PUNCT
easat-6133	31	27	,	,	PUNCT
easat-6133	31	28	60	60	NUM
easat-6133	31	29	-	-	SYM
easat-6133	31	30	85	85	NUM
easat-6133	31	31	points	point	NOUN
easat-6133	31	32	(	(	PUNCT
easat-6133	31	33	moderate	moderate	ADJ
easat-6133	31	34	need	need	NOUN
easat-6133	31	35	for	for	ADP
easat-6133	31	36	improvement	improvement	NOUN
easat-6133	31	37	)	)	PUNCT
easat-6133	31	38	,	,	PUNCT
easat-6133	31	39	and	and	CCONJ
easat-6133	31	40	more	more	ADJ
easat-6133	31	41	than	than	ADP
easat-6133	31	42	85	85	NUM
easat-6133	31	43	points	point	NOUN
easat-6133	31	44	(	(	PUNCT
easat-6133	31	45	good	good	ADJ
easat-6133	31	46	)	)	PUNCT
easat-6133	31	47	.	.	PUNCT
easat-6133	32	1	these	these	DET
easat-6133	32	2	results	result	NOUN
easat-6133	32	3	informed	inform	VERB
easat-6133	32	4	budget	budget	NOUN
easat-6133	32	5	allocation	allocation	NOUN
easat-6133	32	6	decisions	decision	NOUN
easat-6133	32	7	and	and	CCONJ
easat-6133	32	8	aligned	align	VERB
easat-6133	32	9	government	government	NOUN
easat-6133	32	10	spending	spending	NOUN
easat-6133	32	11	with	with	ADP
easat-6133	32	12	national	national	ADJ
easat-6133	32	13	strategies	strategy	NOUN
easat-6133	32	14	[	[	X
easat-6133	32	15	5	5	NUM
easat-6133	32	16	]	]	PUNCT
easat-6133	32	17	.	.	PUNCT
easat-6133	33	1	however	however	ADV
easat-6133	33	2	,	,	PUNCT
easat-6133	33	3	challenges	challenge	NOUN
easat-6133	33	4	arose	arise	VERB
easat-6133	33	5	in	in	ADP
easat-6133	33	6	using	use	VERB
easat-6133	33	7	part	part	NOUN
easat-6133	33	8	to	to	PART
easat-6133	33	9	analyze	analyze	VERB
easat-6133	33	10	the	the	DET
easat-6133	33	11	effectiveness	effectiveness	NOUN
easat-6133	33	12	of	of	ADP
easat-6133	33	13	budget	budget	NOUN
easat-6133	33	14	expenditures	expenditure	NOUN
easat-6133	33	15	.	.	PUNCT
easat-6133	34	1	issues	issue	NOUN
easat-6133	34	2	included	include	VERB
easat-6133	34	3	unclear	unclear	ADJ
easat-6133	34	4	policies	policy	NOUN
easat-6133	34	5	and	and	CCONJ
easat-6133	34	6	criteria	criterion	NOUN
easat-6133	34	7	,	,	PUNCT
easat-6133	34	8	limited	limited	ADJ
easat-6133	34	9	personnel	personnel	NOUN
easat-6133	34	10	knowledge	knowledge	NOUN
easat-6133	34	11	and	and	CCONJ
easat-6133	34	12	understanding	understanding	NOUN
easat-6133	34	13	,	,	PUNCT
easat-6133	34	14	excessive	excessive	ADJ
easat-6133	34	15	workload	workload	NOUN
easat-6133	34	16	due	due	ADP
easat-6133	34	17	to	to	ADP
easat-6133	34	18	documentation	documentation	NOUN
easat-6133	34	19	requirements	requirement	NOUN
easat-6133	34	20	,	,	PUNCT
easat-6133	34	21	and	and	CCONJ
easat-6133	34	22	the	the	DET
easat-6133	34	23	fact	fact	NOUN
easat-6133	34	24	that	that	SCONJ
easat-6133	34	25	respondents	respondent	NOUN
easat-6133	34	26	were	be	AUX
easat-6133	34	27	not	not	PART
easat-6133	34	28	agency	agency	NOUN
easat-6133	34	29	executives	executive	NOUN
easat-6133	34	30	.	.	PUNCT
easat-6133	35	1	as	as	ADP
easat-6133	35	2	a	a	DET
easat-6133	35	3	result	result	NOUN
easat-6133	35	4	,	,	PUNCT
easat-6133	35	5	many	many	ADJ
easat-6133	35	6	agencies	agency	NOUN
easat-6133	35	7	did	do	AUX
easat-6133	35	8	not	not	PART
easat-6133	35	9	prioritize	prioritize	VERB
easat-6133	35	10	part	part	NOUN
easat-6133	35	11	in	in	ADP
easat-6133	35	12	their	their	PRON
easat-6133	35	13	self	self	NOUN
easat-6133	35	14	-	-	PUNCT
easat-6133	35	15	evaluations	evaluation	NOUN
easat-6133	35	16	[	[	X
easat-6133	35	17	6	6	NUM
easat-6133	35	18	]	]	PUNCT
easat-6133	35	19	.	.	PUNCT
easat-6133	36	1	in	in	ADP
easat-6133	36	2	response	response	NOUN
easat-6133	36	3	,	,	PUNCT
easat-6133	36	4	the	the	DET
easat-6133	36	5	cabinet	cabinet	NOUN
easat-6133	36	6	resolved	resolve	VERB
easat-6133	36	7	to	to	PART
easat-6133	36	8	discontinue	discontinue	VERB
easat-6133	36	9	the	the	DET
easat-6133	36	10	use	use	NOUN
easat-6133	36	11	of	of	ADP
easat-6133	36	12	part	part	NOUN
easat-6133	36	13	on	on	ADP
easat-6133	36	14	june	june	PROPN
easat-6133	36	15	25	25	NUM
easat-6133	36	16	,	,	PUNCT
easat-6133	36	17	2024	2024	NUM
easat-6133	37	1	[	[	X
easat-6133	37	2	7	7	NUM
easat-6133	37	3	]	]	PUNCT
easat-6133	37	4	.	.	PUNCT
easat-6133	38	1	currently	currently	ADV
easat-6133	38	2	,	,	PUNCT
easat-6133	38	3	the	the	DET
easat-6133	38	4	budget	budget	NOUN
easat-6133	38	5	bureau	bureau	NOUN
easat-6133	38	6	has	have	AUX
easat-6133	38	7	implemented	implement	VERB
easat-6133	38	8	a	a	DET
easat-6133	38	9	system	system	NOUN
easat-6133	38	10	to	to	PART
easat-6133	38	11	monitor	monitor	VERB
easat-6133	38	12	and	and	CCONJ
easat-6133	38	13	evaluate	evaluate	VERB
easat-6133	38	14	government	government	NOUN
easat-6133	38	15	agency	agency	NOUN
easat-6133	38	16	performance	performance	NOUN
easat-6133	38	17	based	base	VERB
easat-6133	38	18	on	on	ADP
easat-6133	38	19	work	work	NOUN
easat-6133	38	20	and	and	CCONJ
easat-6133	38	21	budget	budget	NOUN
easat-6133	38	22	plans	plan	NOUN
easat-6133	38	23	,	,	PUNCT
easat-6133	38	24	utilizing	utilize	VERB
easat-6133	38	25	a	a	DET
easat-6133	38	26	standardized	standardized	ADJ
easat-6133	38	27	reporting	reporting	NOUN
easat-6133	38	28	format	format	NOUN
easat-6133	38	29	to	to	PART
easat-6133	38	30	measure	measure	VERB
easat-6133	38	31	outcomes	outcome	NOUN
easat-6133	38	32	and	and	CCONJ
easat-6133	38	33	assess	assess	VERB
easat-6133	38	34	budget	budget	NOUN
easat-6133	38	35	expenditure	expenditure	NOUN
easat-6133	38	36	success	success	NOUN
easat-6133	38	37	[	[	X
easat-6133	38	38	8	8	NUM
easat-6133	38	39	]	]	PUNCT
easat-6133	38	40	.	.	PUNCT
easat-6133	39	1	however	however	ADV
easat-6133	39	2	,	,	PUNCT
easat-6133	39	3	quantitative	quantitative	ADJ
easat-6133	39	4	measurement	measurement	NOUN
easat-6133	39	5	tools	tool	NOUN
easat-6133	39	6	have	have	VERB
easat-6133	39	7	yet	yet	ADV
easat-6133	39	8	to	to	PART
easat-6133	39	9	be	be	AUX
easat-6133	39	10	adopted	adopt	VERB
easat-6133	39	11	for	for	ADP
easat-6133	39	12	evaluating	evaluate	VERB
easat-6133	39	13	the	the	DET
easat-6133	39	14	efficiency	efficiency	NOUN
easat-6133	39	15	of	of	ADP
easat-6133	39	16	government	government	NOUN
easat-6133	39	17	budget	budget	NOUN
easat-6133	39	18	spending	spending	NOUN
easat-6133	39	19	.	.	PUNCT
easat-6133	40	1	the	the	DET
easat-6133	40	2	efficiency	efficiency	NOUN
easat-6133	40	3	of	of	ADP
easat-6133	40	4	government	government	NOUN
easat-6133	40	5	budget	budget	NOUN
easat-6133	40	6	expenditure	expenditure	NOUN
easat-6133	40	7	refers	refer	VERB
easat-6133	40	8	to	to	ADP
easat-6133	40	9	the	the	DET
easat-6133	40	10	government	government	NOUN
easat-6133	40	11	's	's	PART
easat-6133	40	12	ability	ability	NOUN
easat-6133	40	13	to	to	PART
easat-6133	40	14	maximize	maximize	VERB
easat-6133	40	15	economic	economic	ADJ
easat-6133	40	16	activity	activity	NOUN
easat-6133	40	17	for	for	ADP
easat-6133	40	18	a	a	DET
easat-6133	40	19	given	give	VERB
easat-6133	40	20	level	level	NOUN
easat-6133	40	21	of	of	ADP
easat-6133	40	22	spending	spending	NOUN
easat-6133	40	23	or	or	CCONJ
easat-6133	40	24	minimize	minimize	VERB
easat-6133	40	25	spending	spending	NOUN
easat-6133	40	26	while	while	SCONJ
easat-6133	40	27	maintaining	maintain	VERB
easat-6133	40	28	a	a	DET
easat-6133	40	29	certain	certain	ADJ
easat-6133	40	30	level	level	NOUN
easat-6133	40	31	of	of	ADP
easat-6133	40	32	economic	economic	ADJ
easat-6133	40	33	activity	activity	NOUN
easat-6133	40	34	[	[	X
easat-6133	40	35	9	9	NUM
easat-6133	40	36	]	]	PUNCT
easat-6133	40	37	.	.	PUNCT
easat-6133	41	1	there	there	PRON
easat-6133	41	2	are	be	VERB
easat-6133	41	3	four	four	NUM
easat-6133	41	4	key	key	ADJ
easat-6133	41	5	approaches	approach	NOUN
easat-6133	41	6	to	to	ADP
easat-6133	41	7	assessing	assess	VERB
easat-6133	41	8	budget	budget	NOUN
easat-6133	41	9	efficiency	efficiency	NOUN
easat-6133	41	10	:	:	PUNCT
easat-6133	41	11	(	(	PUNCT
easat-6133	41	12	1	1	X
easat-6133	41	13	)	)	PUNCT
easat-6133	41	14	evaluation	evaluation	NOUN
easat-6133	41	15	by	by	ADP
easat-6133	41	16	expenditure	expenditure	NOUN
easat-6133	41	17	type	type	NOUN
easat-6133	41	18	to	to	PART
easat-6133	41	19	enhance	enhance	VERB
easat-6133	41	20	agency	agency	NOUN
easat-6133	41	21	performance	performance	NOUN
easat-6133	41	22	,	,	PUNCT
easat-6133	41	23	(	(	PUNCT
easat-6133	41	24	2	2	X
easat-6133	41	25	)	)	PUNCT
easat-6133	41	26	quantitative	quantitative	ADJ
easat-6133	41	27	assessment	assessment	NOUN
easat-6133	41	28	focusing	focus	VERB
easat-6133	41	29	on	on	ADP
easat-6133	41	30	inputs	input	NOUN
easat-6133	41	31	,	,	PUNCT
easat-6133	41	32	(	(	PUNCT
easat-6133	41	33	3	3	X
easat-6133	41	34	)	)	PUNCT
easat-6133	41	35	measurement	measurement	NOUN
easat-6133	41	36	based	base	VERB
easat-6133	41	37	on	on	ADP
easat-6133	41	38	outputs	output	NOUN
easat-6133	41	39	,	,	PUNCT
easat-6133	41	40	and	and	CCONJ
easat-6133	41	41	(	(	PUNCT
easat-6133	41	42	4	4	X
easat-6133	41	43	)	)	PUNCT
easat-6133	41	44	an	an	DET
easat-6133	41	45	approach	approach	NOUN
easat-6133	41	46	that	that	PRON
easat-6133	41	47	considers	consider	VERB
easat-6133	41	48	both	both	DET
easat-6133	41	49	inputs	input	NOUN
easat-6133	41	50	and	and	CCONJ
easat-6133	41	51	outputs	output	NOUN
easat-6133	41	52	to	to	PART
easat-6133	41	53	optimize	optimize	VERB
easat-6133	41	54	resource	resource	NOUN
easat-6133	41	55	utilization	utilization	NOUN
easat-6133	41	56	[	[	X
easat-6133	41	57	10	10	NUM
easat-6133	41	58	]	]	PUNCT
easat-6133	41	59	.	.	PUNCT
easat-6133	42	1	data	datum	NOUN
easat-6133	42	2	envelopment	envelopment	ADJ
easat-6133	42	3	analysis	analysis	NOUN
easat-6133	42	4	(	(	PUNCT
easat-6133	42	5	dea	dea	NOUN
easat-6133	42	6	)	)	PUNCT
easat-6133	42	7	is	be	AUX
easat-6133	42	8	widely	widely	ADV
easat-6133	42	9	used	use	VERB
easat-6133	42	10	to	to	PART
easat-6133	42	11	assess	assess	VERB
easat-6133	42	12	the	the	DET
easat-6133	42	13	efficiency	efficiency	NOUN
easat-6133	42	14	of	of	ADP
easat-6133	42	15	government	government	NOUN
easat-6133	42	16	budget	budget	NOUN
easat-6133	42	17	expenditure	expenditure	NOUN
easat-6133	42	18	due	due	ADP
easat-6133	42	19	to	to	ADP
easat-6133	42	20	its	its	PRON
easat-6133	42	21	flexibility	flexibility	NOUN
easat-6133	42	22	as	as	ADP
easat-6133	42	23	a	a	DET
easat-6133	42	24	non	non	ADJ
easat-6133	42	25	-	-	ADJ
easat-6133	42	26	parametric	parametric	ADJ
easat-6133	42	27	estimation	estimation	NOUN
easat-6133	42	28	method	method	NOUN
easat-6133	42	29	.	.	PUNCT
easat-6133	43	1	it	it	PRON
easat-6133	43	2	is	be	AUX
easat-6133	43	3	wellsuited	wellsuite	VERB
easat-6133	43	4	for	for	ADP
easat-6133	43	5	handling	handle	VERB
easat-6133	43	6	diverse	diverse	ADJ
easat-6133	43	7	data	datum	NOUN
easat-6133	43	8	types	type	NOUN
easat-6133	43	9	and	and	CCONJ
easat-6133	43	10	different	different	ADJ
easat-6133	43	11	measurement	measurement	NOUN
easat-6133	43	12	units	unit	NOUN
easat-6133	43	13	across	across	ADP
easat-6133	43	14	government	government	NOUN
easat-6133	43	15	agencies	agency	NOUN
easat-6133	43	16	[	[	X
easat-6133	43	17	11	11	NUM
easat-6133	43	18	]	]	PUNCT
easat-6133	43	19	.	.	PUNCT
easat-6133	44	1	the	the	DET
easat-6133	44	2	dea	dea	PROPN
easat-6133	44	3	method	method	PROPN
easat-6133	44	4	evaluates	evaluate	VERB
easat-6133	44	5	efficiency	efficiency	NOUN
easat-6133	44	6	by	by	ADP
easat-6133	44	7	analyzing	analyze	VERB
easat-6133	44	8	agencies	agency	NOUN
easat-6133	44	9	'	'	PART
easat-6133	44	10	inputs	input	NOUN
easat-6133	44	11	and	and	CCONJ
easat-6133	44	12	outputs	output	NOUN
easat-6133	44	13	[	[	X
easat-6133	44	14	12	12	NUM
easat-6133	44	15	]	]	PUNCT
easat-6133	44	16	.	.	PUNCT
easat-6133	45	1	its	its	PRON
easat-6133	45	2	key	key	ADJ
easat-6133	45	3	advantage	advantage	NOUN
easat-6133	45	4	is	be	AUX
easat-6133	45	5	the	the	DET
easat-6133	45	6	ability	ability	NOUN
easat-6133	45	7	to	to	PART
easat-6133	45	8	measure	measure	VERB
easat-6133	45	9	productivity	productivity	NOUN
easat-6133	45	10	and	and	CCONJ
easat-6133	45	11	efficiency	efficiency	NOUN
easat-6133	45	12	among	among	ADP
easat-6133	45	13	agencies	agency	NOUN
easat-6133	45	14	with	with	ADP
easat-6133	45	15	similar	similar	ADJ
easat-6133	45	16	characteristics	characteristic	NOUN
easat-6133	45	17	while	while	SCONJ
easat-6133	45	18	accounting	account	VERB
easat-6133	45	19	for	for	ADP
easat-6133	45	20	multiple	multiple	ADJ
easat-6133	45	21	input	input	NOUN
easat-6133	45	22	and	and	CCONJ
easat-6133	45	23	output	output	NOUN
easat-6133	45	24	factors	factor	NOUN
easat-6133	45	25	[	[	X
easat-6133	45	26	13	13	NUM
easat-6133	45	27	]	]	PUNCT
easat-6133	45	28	.	.	PUNCT
easat-6133	46	1	additionally	additionally	ADV
easat-6133	46	2	,	,	PUNCT
easat-6133	46	3	dea	dea	NOUN
easat-6133	46	4	generates	generate	VERB
easat-6133	46	5	a	a	DET
easat-6133	46	6	single	single	ADJ
easat-6133	46	7	efficiency	efficiency	NOUN
easat-6133	46	8	score	score	NOUN
easat-6133	46	9	,	,	PUNCT
easat-6133	46	10	making	make	VERB
easat-6133	46	11	it	it	PRON
easat-6133	46	12	easier	easy	ADJ
easat-6133	46	13	to	to	PART
easat-6133	46	14	compare	compare	VERB
easat-6133	46	15	agencies	agency	NOUN
easat-6133	46	16	with	with	ADP
easat-6133	46	17	similar	similar	ADJ
easat-6133	46	18	functions	function	NOUN
easat-6133	46	19	and	and	CCONJ
easat-6133	46	20	identify	identify	VERB
easat-6133	46	21	efficiency	efficiency	NOUN
easat-6133	46	22	levels	level	NOUN
easat-6133	46	23	.	.	PUNCT
easat-6133	47	1	this	this	DET
easat-6133	47	2	insight	insight	NOUN
easat-6133	47	3	helps	help	VERB
easat-6133	47	4	agencies	agency	NOUN
easat-6133	47	5	improve	improve	VERB
easat-6133	47	6	performance	performance	NOUN
easat-6133	47	7	by	by	ADP
easat-6133	47	8	determining	determine	VERB
easat-6133	47	9	whether	whether	SCONJ
easat-6133	47	10	to	to	PART
easat-6133	47	11	reduce	reduce	VERB
easat-6133	47	12	input	input	NOUN
easat-6133	47	13	factors	factor	NOUN
easat-6133	47	14	or	or	CCONJ
easat-6133	47	15	enhance	enhance	VERB
easat-6133	47	16	output	output	NOUN
easat-6133	47	17	production	production	NOUN
easat-6133	47	18	[	[	X
easat-6133	47	19	14	14	NUM
easat-6133	47	20	]	]	PUNCT
easat-6133	47	21	.	.	PUNCT
easat-6133	48	1	given	give	VERB
easat-6133	48	2	these	these	DET
easat-6133	48	3	benefits	benefit	NOUN
easat-6133	48	4	,	,	PUNCT
easat-6133	48	5	dea	dea	PROPN
easat-6133	48	6	is	be	AUX
easat-6133	48	7	a	a	DET
easat-6133	48	8	valuable	valuable	ADJ
easat-6133	48	9	tool	tool	NOUN
easat-6133	48	10	for	for	ADP
easat-6133	48	11	evaluating	evaluate	VERB
easat-6133	48	12	government	government	NOUN
easat-6133	48	13	budget	budget	NOUN
easat-6133	48	14	expenditure	expenditure	NOUN
easat-6133	48	15	efficiency	efficiency	NOUN
easat-6133	48	16	and	and	CCONJ
easat-6133	48	17	can	can	AUX
easat-6133	48	18	play	play	VERB
easat-6133	48	19	a	a	DET
easat-6133	48	20	crucial	crucial	ADJ
easat-6133	48	21	role	role	NOUN
easat-6133	48	22	in	in	ADP
easat-6133	48	23	enhancing	enhance	VERB
easat-6133	48	24	the	the	DET
easat-6133	48	25	annual	annual	ADJ
easat-6133	48	26	budget	budget	NOUN
easat-6133	48	27	planning	planning	NOUN
easat-6133	48	28	process	process	NOUN
easat-6133	48	29	.	.	PUNCT
easat-6133	49	1	thailand	thailand	PROPN
easat-6133	49	2	continues	continue	VERB
easat-6133	49	3	to	to	PART
easat-6133	49	4	face	face	VERB
easat-6133	49	5	challenges	challenge	NOUN
easat-6133	49	6	in	in	ADP
easat-6133	49	7	budget	budget	NOUN
easat-6133	49	8	management	management	NOUN
easat-6133	49	9	efficiency	efficiency	NOUN
easat-6133	49	10	,	,	PUNCT
easat-6133	49	11	necessitating	necessitate	VERB
easat-6133	49	12	reforms	reform	NOUN
easat-6133	49	13	through	through	ADP
easat-6133	49	14	integrated	integrate	VERB
easat-6133	49	15	budgeting	budgeting	NOUN
easat-6133	49	16	,	,	PUNCT
easat-6133	49	17	monitoring	monitoring	NOUN
easat-6133	49	18	,	,	PUNCT
easat-6133	49	19	and	and	CCONJ
easat-6133	49	20	evaluation	evaluation	NOUN
easat-6133	49	21	[	[	X
easat-6133	49	22	15	15	NUM
easat-6133	49	23	]	]	PUNCT
easat-6133	49	24	.	.	PUNCT
easat-6133	50	1	the	the	DET
easat-6133	50	2	senate	senate	PROPN
easat-6133	50	3	committee	committee	PROPN
easat-6133	50	4	has	have	AUX
easat-6133	50	5	emphasized	emphasize	VERB
easat-6133	50	6	that	that	SCONJ
easat-6133	50	7	spatial	spatial	ADJ
easat-6133	50	8	budget	budget	NOUN
easat-6133	50	9	allocation	allocation	NOUN
easat-6133	50	10	should	should	AUX
easat-6133	50	11	prioritize	prioritize	VERB
easat-6133	50	12	tangible	tangible	ADJ
easat-6133	50	13	benefits	benefit	NOUN
easat-6133	50	14	for	for	ADP
easat-6133	50	15	the	the	DET
easat-6133	50	16	public	public	NOUN
easat-6133	50	17	[	[	X
easat-6133	50	18	16	16	NUM
easat-6133	50	19	]	]	PUNCT
easat-6133	50	20	.	.	PUNCT
easat-6133	51	1	in	in	ADP
easat-6133	51	2	response	response	NOUN
easat-6133	51	3	,	,	PUNCT
easat-6133	51	4	this	this	DET
easat-6133	51	5	research	research	NOUN
easat-6133	51	6	focuses	focus	VERB
easat-6133	51	7	on	on	ADP
easat-6133	51	8	examining	examine	VERB
easat-6133	51	9	the	the	DET
easat-6133	51	10	efficiency	efficiency	NOUN
easat-6133	51	11	of	of	ADP
easat-6133	51	12	government	government	NOUN
easat-6133	51	13	budget	budget	NOUN
easat-6133	51	14	expenditure	expenditure	NOUN
easat-6133	51	15	by	by	ADP
easat-6133	51	16	identifying	identify	VERB
easat-6133	51	17	relevant	relevant	ADJ
easat-6133	51	18	input	input	NOUN
easat-6133	51	19	,	,	PUNCT
easat-6133	51	20	output	output	NOUN
easat-6133	51	21	,	,	PUNCT
easat-6133	51	22	and	and	CCONJ
easat-6133	51	23	environmental	environmental	ADJ
easat-6133	51	24	factors	factor	NOUN
easat-6133	51	25	.	.	PUNCT
easat-6133	52	1	the	the	DET
easat-6133	52	2	study	study	NOUN
easat-6133	52	3	aims	aim	VERB
easat-6133	52	4	to	to	PART
easat-6133	52	5	select	select	VERB
easat-6133	52	6	the	the	DET
easat-6133	52	7	most	most	ADV
easat-6133	52	8	appropriate	appropriate	ADJ
easat-6133	52	9	factors	factor	NOUN
easat-6133	52	10	for	for	ADP
easat-6133	52	11	evaluating	evaluate	VERB
easat-6133	52	12	budget	budget	NOUN
easat-6133	52	13	efficiency	efficiency	NOUN
easat-6133	52	14	within	within	ADP
easat-6133	52	15	the	the	DET
easat-6133	52	16	spatial	spatial	ADJ
easat-6133	52	17	dimension	dimension	NOUN
easat-6133	52	18	of	of	ADP
easat-6133	52	19	thailand	thailand	PROPN
easat-6133	52	20	’s	’s	PART
easat-6133	52	21	provinces	province	NOUN
easat-6133	52	22	.	.	PUNCT
easat-6133	53	1	by	by	ADP
easat-6133	53	2	doing	do	VERB
easat-6133	53	3	so	so	ADV
easat-6133	53	4	,	,	PUNCT
easat-6133	53	5	it	it	PRON
easat-6133	53	6	introduces	introduce	VERB
easat-6133	53	7	a	a	DET
easat-6133	53	8	new	new	ADJ
easat-6133	53	9	approach	approach	NOUN
easat-6133	53	10	to	to	ADP
easat-6133	53	11	assessing	assess	VERB
easat-6133	53	12	government	government	NOUN
easat-6133	53	13	spending	spending	NOUN
easat-6133	53	14	efficiency	efficiency	NOUN
easat-6133	53	15	,	,	PUNCT
easat-6133	53	16	contributing	contribute	VERB
easat-6133	53	17	to	to	ADP
easat-6133	53	18	the	the	DET
easat-6133	53	19	improvement	improvement	NOUN
easat-6133	53	20	of	of	ADP
easat-6133	53	21	annual	annual	ADJ
easat-6133	53	22	budget	budget	NOUN
easat-6133	53	23	management	management	NOUN
easat-6133	53	24	at	at	ADP
easat-6133	53	25	the	the	DET
easat-6133	53	26	provincial	provincial	ADJ
easat-6133	53	27	level	level	NOUN
easat-6133	53	28	.	.	PUNCT
easat-6133	54	1	this	this	DET
easat-6133	54	2	research	research	NOUN
easat-6133	54	3	can	can	AUX
easat-6133	54	4	serve	serve	VERB
easat-6133	54	5	as	as	ADP
easat-6133	54	6	an	an	DET
easat-6133	54	7	effective	effective	ADJ
easat-6133	54	8	tool	tool	NOUN
easat-6133	54	9	and	and	CCONJ
easat-6133	54	10	mechanism	mechanism	NOUN
easat-6133	54	11	to	to	PART
easat-6133	54	12	help	help	VERB
easat-6133	54	13	the	the	DET
easat-6133	54	14	government	government	NOUN
easat-6133	54	15	achieve	achieve	VERB
easat-6133	54	16	national	national	ADJ
easat-6133	54	17	strategic	strategic	ADJ
easat-6133	54	18	goals	goal	NOUN
easat-6133	54	19	while	while	SCONJ
easat-6133	54	20	ensuring	ensure	VERB
easat-6133	54	21	fiscal	fiscal	ADJ
easat-6133	54	22	responsibility	responsibility	NOUN
easat-6133	54	23	and	and	CCONJ
easat-6133	54	24	maximizing	maximize	VERB
easat-6133	54	25	public	public	ADJ
easat-6133	54	26	benefits	benefit	NOUN
easat-6133	54	27	.	.	PUNCT
easat-6133	55	1	968	968	NUM
easat-6133	55	2	edelweiss	edelweiss	PROPN
easat-6133	55	3	applied	apply	VERB
easat-6133	55	4	science	science	NOUN
easat-6133	55	5	and	and	CCONJ
easat-6133	55	6	technology	technology	NOUN
easat-6133	55	7	issn	issn	PROPN
easat-6133	55	8	:	:	PUNCT
easat-6133	55	9	2576	2576	NUM
easat-6133	55	10	-	-	SYM
easat-6133	55	11	8484	8484	NUM
easat-6133	55	12	vol	vol	NOUN
easat-6133	55	13	.	.	PROPN
easat-6133	56	1	9	9	NUM
easat-6133	56	2	,	,	PUNCT
easat-6133	56	3	no	no	INTJ
easat-6133	56	4	.	.	NOUN
easat-6133	57	1	4	4	NUM
easat-6133	57	2	:	:	PUNCT
easat-6133	57	3	966	966	NUM
easat-6133	57	4	-	-	SYM
easat-6133	57	5	974	974	NUM
easat-6133	57	6	,	,	PUNCT
easat-6133	57	7	2025	2025	NUM
easat-6133	57	8	doi	doi	NOUN
easat-6133	57	9	:	:	PUNCT
easat-6133	57	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	57	11	©	©	PROPN
easat-6133	57	12	2025	2025	NUM
easat-6133	57	13	by	by	ADP
easat-6133	57	14	the	the	DET
easat-6133	57	15	authors	author	NOUN
easat-6133	57	16	;	;	PUNCT
easat-6133	57	17	licensee	licensee	PROPN
easat-6133	57	18	learning	learning	NOUN
easat-6133	57	19	gate	gate	NOUN
easat-6133	57	20	2	2	NUM
easat-6133	57	21	.	.	PUNCT
easat-6133	57	22	objectives	objective	NOUN
easat-6133	57	23	1	1	NUM
easat-6133	57	24	.	.	PUNCT
easat-6133	57	25	to	to	PART
easat-6133	57	26	identify	identify	VERB
easat-6133	57	27	input	input	NOUN
easat-6133	57	28	and	and	CCONJ
easat-6133	57	29	output	output	NOUN
easat-6133	57	30	factors	factor	NOUN
easat-6133	57	31	for	for	ADP
easat-6133	57	32	assessing	assess	VERB
easat-6133	57	33	the	the	DET
easat-6133	57	34	efficiency	efficiency	NOUN
easat-6133	57	35	of	of	ADP
easat-6133	57	36	government	government	NOUN
easat-6133	57	37	budget	budget	NOUN
easat-6133	57	38	expenditure	expenditure	NOUN
easat-6133	57	39	across	across	ADP
easat-6133	57	40	provinces	province	NOUN
easat-6133	57	41	in	in	ADP
easat-6133	57	42	thailand	thailand	PROPN
easat-6133	57	43	.	.	PUNCT
easat-6133	58	1	2	2	X
easat-6133	58	2	.	.	PUNCT
easat-6133	58	3	to	to	PART
easat-6133	58	4	evaluate	evaluate	VERB
easat-6133	58	5	the	the	DET
easat-6133	58	6	efficiency	efficiency	NOUN
easat-6133	58	7	of	of	ADP
easat-6133	58	8	government	government	NOUN
easat-6133	58	9	budget	budget	NOUN
easat-6133	58	10	expenditure	expenditure	NOUN
easat-6133	58	11	in	in	ADP
easat-6133	58	12	76	76	NUM
easat-6133	58	13	provinces	province	NOUN
easat-6133	58	14	of	of	ADP
easat-6133	58	15	thailand	thailand	PROPN
easat-6133	58	16	,	,	PUNCT
easat-6133	58	17	excluding	exclude	VERB
easat-6133	58	18	bangkok	bangkok	PROPN
easat-6133	58	19	.	.	PUNCT
easat-6133	59	1	3	3	X
easat-6133	59	2	.	.	X
easat-6133	59	3	methods	method	NOUN
easat-6133	59	4	the	the	DET
easat-6133	59	5	research	research	NOUN
easat-6133	59	6	followed	follow	VERB
easat-6133	59	7	a	a	DET
easat-6133	59	8	mixed	mix	VERB
easat-6133	59	9	-	-	PUNCT
easat-6133	59	10	method	method	NOUN
easat-6133	59	11	approach	approach	NOUN
easat-6133	59	12	,	,	PUNCT
easat-6133	59	13	integrating	integrate	VERB
easat-6133	59	14	both	both	CCONJ
easat-6133	59	15	qualitative	qualitative	ADJ
easat-6133	59	16	and	and	CCONJ
easat-6133	59	17	quantitative	quantitative	ADJ
easat-6133	59	18	methodologies	methodology	NOUN
easat-6133	59	19	,	,	PUNCT
easat-6133	59	20	and	and	CCONJ
easat-6133	59	21	was	be	AUX
easat-6133	59	22	conducted	conduct	VERB
easat-6133	59	23	in	in	ADP
easat-6133	59	24	three	three	NUM
easat-6133	59	25	key	key	ADJ
easat-6133	59	26	steps	step	NOUN
easat-6133	59	27	:	:	PUNCT
easat-6133	59	28	step	step	NOUN
easat-6133	59	29	1	1	NUM
easat-6133	59	30	:	:	PUNCT
easat-6133	59	31	analyze	analyze	VERB
easat-6133	59	32	and	and	CCONJ
easat-6133	59	33	synthesize	synthesize	VERB
easat-6133	59	34	concepts	concept	NOUN
easat-6133	59	35	related	relate	VERB
easat-6133	59	36	to	to	ADP
easat-6133	59	37	the	the	DET
easat-6133	59	38	efficiency	efficiency	NOUN
easat-6133	59	39	of	of	ADP
easat-6133	59	40	government	government	NOUN
easat-6133	59	41	budget	budget	NOUN
easat-6133	59	42	expenditure	expenditure	NOUN
easat-6133	59	43	through	through	ADP
easat-6133	59	44	documentary	documentary	ADJ
easat-6133	59	45	research	research	NOUN
easat-6133	59	46	.	.	PUNCT
easat-6133	60	1	this	this	PRON
easat-6133	60	2	involves	involve	VERB
easat-6133	60	3	reviewing	review	VERB
easat-6133	60	4	secondary	secondary	ADJ
easat-6133	60	5	data	datum	NOUN
easat-6133	60	6	,	,	PUNCT
easat-6133	60	7	including	include	VERB
easat-6133	60	8	research	research	NOUN
easat-6133	60	9	studies	study	NOUN
easat-6133	60	10	,	,	PUNCT
easat-6133	60	11	academic	academic	ADJ
easat-6133	60	12	articles	article	NOUN
easat-6133	60	13	,	,	PUNCT
easat-6133	60	14	books	book	NOUN
easat-6133	60	15	,	,	PUNCT
easat-6133	60	16	laws	law	NOUN
easat-6133	60	17	,	,	PUNCT
easat-6133	60	18	regulations	regulation	NOUN
easat-6133	60	19	,	,	PUNCT
easat-6133	60	20	guidelines	guideline	NOUN
easat-6133	60	21	,	,	PUNCT
easat-6133	60	22	and	and	CCONJ
easat-6133	60	23	relevant	relevant	ADJ
easat-6133	60	24	criteria	criterion	NOUN
easat-6133	60	25	manuals	manual	NOUN
easat-6133	60	26	.	.	PUNCT
easat-6133	61	1	the	the	DET
easat-6133	61	2	objective	objective	NOUN
easat-6133	61	3	is	be	AUX
easat-6133	61	4	to	to	PART
easat-6133	61	5	identify	identify	VERB
easat-6133	61	6	input	input	NOUN
easat-6133	61	7	and	and	CCONJ
easat-6133	61	8	output	output	NOUN
easat-6133	61	9	factors	factor	NOUN
easat-6133	61	10	for	for	ADP
easat-6133	61	11	evaluating	evaluate	VERB
easat-6133	61	12	budget	budget	NOUN
easat-6133	61	13	efficiency	efficiency	NOUN
easat-6133	61	14	across	across	ADP
easat-6133	61	15	thailand	thailand	PROPN
easat-6133	61	16	’s	’s	PART
easat-6133	61	17	provinces	province	NOUN
easat-6133	61	18	,	,	PUNCT
easat-6133	61	19	as	as	ADV
easat-6133	61	20	well	well	ADV
easat-6133	61	21	as	as	ADP
easat-6133	61	22	environmental	environmental	ADJ
easat-6133	61	23	factors	factor	NOUN
easat-6133	61	24	influencing	influence	VERB
easat-6133	61	25	expenditure	expenditure	NOUN
easat-6133	61	26	efficiency	efficiency	NOUN
easat-6133	61	27	in	in	ADP
easat-6133	61	28	the	the	DET
easat-6133	61	29	spatial	spatial	ADJ
easat-6133	61	30	dimension	dimension	NOUN
easat-6133	61	31	.	.	PUNCT
easat-6133	62	1	step	step	NOUN
easat-6133	62	2	2	2	NUM
easat-6133	62	3	:	:	PUNCT
easat-6133	62	4	selection	selection	NOUN
easat-6133	62	5	of	of	ADP
easat-6133	62	6	input	input	NOUN
easat-6133	62	7	,	,	PUNCT
easat-6133	62	8	output	output	NOUN
easat-6133	62	9	,	,	PUNCT
easat-6133	62	10	and	and	CCONJ
easat-6133	62	11	environmental	environmental	ADJ
easat-6133	62	12	factors	factor	NOUN
easat-6133	62	13	,	,	PUNCT
easat-6133	62	14	with	with	ADP
easat-6133	62	15	in	in	ADP
easat-6133	62	16	-	-	PUNCT
easat-6133	62	17	depth	depth	NOUN
easat-6133	62	18	interviews	interview	NOUN
easat-6133	62	19	:	:	PUNCT
easat-6133	62	20	conduct	conduct	VERB
easat-6133	62	21	interviews	interview	NOUN
easat-6133	62	22	with	with	ADP
easat-6133	62	23	20	20	NUM
easat-6133	62	24	key	key	ADJ
easat-6133	62	25	informants	informant	NOUN
easat-6133	62	26	,	,	PUNCT
easat-6133	62	27	following	follow	VERB
easat-6133	62	28	taha	taha	PROPN
easat-6133	63	1	[	[	X
easat-6133	63	2	17	17	NUM
easat-6133	63	3	]	]	PUNCT
easat-6133	63	4	who	who	PRON
easat-6133	63	5	stated	state	VERB
easat-6133	63	6	that	that	SCONJ
easat-6133	63	7	with	with	ADP
easat-6133	63	8	17	17	NUM
easat-6133	63	9	or	or	CCONJ
easat-6133	63	10	more	more	ADJ
easat-6133	63	11	informants	informant	NOUN
easat-6133	63	12	,	,	PUNCT
easat-6133	63	13	the	the	DET
easat-6133	63	14	error	error	NOUN
easat-6133	63	15	rate	rate	NOUN
easat-6133	63	16	decreases	decrease	VERB
easat-6133	63	17	steadily	steadily	ADV
easat-6133	63	18	and	and	CCONJ
easat-6133	63	19	can	can	AUX
easat-6133	63	20	be	be	AUX
easat-6133	63	21	as	as	ADV
easat-6133	63	22	low	low	ADJ
easat-6133	63	23	as	as	ADP
easat-6133	63	24	0.02	0.02	NUM
easat-6133	63	25	[	[	X
easat-6133	63	26	18	18	NUM
easat-6133	63	27	]	]	PUNCT
easat-6133	63	28	.	.	PUNCT
easat-6133	64	1	the	the	DET
easat-6133	64	2	key	key	ADJ
easat-6133	64	3	informants	informant	NOUN
easat-6133	64	4	were	be	AUX
easat-6133	64	5	divided	divide	VERB
easat-6133	64	6	into	into	ADP
easat-6133	64	7	four	four	NUM
easat-6133	64	8	groups	group	NOUN
easat-6133	64	9	,	,	PUNCT
easat-6133	64	10	each	each	PRON
easat-6133	64	11	consisting	consist	VERB
easat-6133	64	12	of	of	ADP
easat-6133	64	13	five	five	NUM
easat-6133	64	14	individuals	individual	NOUN
easat-6133	64	15	,	,	PUNCT
easat-6133	64	16	for	for	ADP
easat-6133	64	17	a	a	DET
easat-6133	64	18	total	total	NOUN
easat-6133	64	19	of	of	ADP
easat-6133	64	20	20	20	NUM
easat-6133	64	21	participants	participant	NOUN
easat-6133	64	22	:	:	PUNCT
easat-6133	64	23	group	group	NOUN
easat-6133	64	24	1	1	NUM
easat-6133	64	25	:	:	SYM
easat-6133	64	26	five	five	NUM
easat-6133	64	27	executives	executive	NOUN
easat-6133	64	28	from	from	ADP
easat-6133	64	29	government	government	NOUN
easat-6133	64	30	agencies	agency	NOUN
easat-6133	64	31	with	with	ADP
easat-6133	64	32	at	at	ADV
easat-6133	64	33	least	least	ADV
easat-6133	64	34	five	five	NUM
easat-6133	64	35	years	year	NOUN
easat-6133	64	36	of	of	ADP
easat-6133	64	37	experience	experience	NOUN
easat-6133	64	38	in	in	ADP
easat-6133	64	39	budget	budget	NOUN
easat-6133	64	40	management	management	NOUN
easat-6133	64	41	at	at	ADP
easat-6133	64	42	the	the	DET
easat-6133	64	43	provincial	provincial	ADJ
easat-6133	64	44	level	level	NOUN
easat-6133	64	45	.	.	PUNCT
easat-6133	65	1	group	group	NOUN
easat-6133	65	2	2	2	NUM
easat-6133	65	3	:	:	SYM
easat-6133	65	4	five	five	NUM
easat-6133	65	5	budget	budget	NOUN
easat-6133	65	6	experts	expert	NOUN
easat-6133	65	7	from	from	ADP
easat-6133	65	8	legislative	legislative	ADJ
easat-6133	65	9	organizations	organization	NOUN
easat-6133	65	10	with	with	ADP
easat-6133	65	11	a	a	DET
easat-6133	65	12	minimum	minimum	NOUN
easat-6133	65	13	of	of	ADP
easat-6133	65	14	five	five	NUM
easat-6133	65	15	years	year	NOUN
easat-6133	65	16	of	of	ADP
easat-6133	65	17	experience	experience	NOUN
easat-6133	65	18	in	in	ADP
easat-6133	65	19	reviewing	review	VERB
easat-6133	65	20	annual	annual	ADJ
easat-6133	65	21	budget	budget	NOUN
easat-6133	65	22	bills	bill	NOUN
easat-6133	65	23	.	.	PUNCT
easat-6133	66	1	group	group	NOUN
easat-6133	66	2	3	3	NUM
easat-6133	66	3	:	:	SYM
easat-6133	66	4	five	five	NUM
easat-6133	66	5	provincial	provincial	ADJ
easat-6133	66	6	governors	governor	NOUN
easat-6133	66	7	,	,	PUNCT
easat-6133	66	8	and	and	CCONJ
easat-6133	66	9	group	group	NOUN
easat-6133	66	10	4	4	NUM
easat-6133	66	11	:	:	SYM
easat-6133	66	12	five	five	NUM
easat-6133	66	13	academics	academic	NOUN
easat-6133	66	14	with	with	ADP
easat-6133	66	15	expertise	expertise	NOUN
easat-6133	66	16	in	in	ADP
easat-6133	66	17	budgeting	budgeting	NOUN
easat-6133	66	18	,	,	PUNCT
easat-6133	66	19	budget	budget	NOUN
easat-6133	66	20	research	research	NOUN
easat-6133	66	21	,	,	PUNCT
easat-6133	66	22	or	or	CCONJ
easat-6133	66	23	dissertation	dissertation	NOUN
easat-6133	66	24	work	work	NOUN
easat-6133	66	25	related	relate	VERB
easat-6133	66	26	to	to	ADP
easat-6133	66	27	budget	budget	NOUN
easat-6133	66	28	management	management	NOUN
easat-6133	66	29	.	.	PUNCT
easat-6133	67	1	the	the	DET
easat-6133	67	2	research	research	NOUN
easat-6133	67	3	team	team	NOUN
easat-6133	67	4	initially	initially	ADV
easat-6133	67	5	selected	select	VERB
easat-6133	67	6	one	one	NUM
easat-6133	67	7	reliable	reliable	ADJ
easat-6133	67	8	and	and	CCONJ
easat-6133	67	9	willing	willing	ADJ
easat-6133	67	10	key	key	ADJ
easat-6133	67	11	informant	informant	NOUN
easat-6133	67	12	from	from	ADP
easat-6133	67	13	each	each	DET
easat-6133	67	14	group	group	NOUN
easat-6133	67	15	.	.	PUNCT
easat-6133	68	1	each	each	DET
easat-6133	68	2	informant	informant	NOUN
easat-6133	68	3	then	then	ADV
easat-6133	68	4	recommended	recommend	VERB
easat-6133	68	5	the	the	DET
easat-6133	68	6	next	next	ADJ
easat-6133	68	7	participant	participant	NOUN
easat-6133	68	8	,	,	PUNCT
easat-6133	68	9	following	follow	VERB
easat-6133	68	10	a	a	DET
easat-6133	68	11	snowball	snowball	NOUN
easat-6133	68	12	sampling	sample	VERB
easat-6133	68	13	approach	approach	NOUN
easat-6133	68	14	.	.	PUNCT
easat-6133	69	1	this	this	DET
easat-6133	69	2	process	process	NOUN
easat-6133	69	3	continued	continue	VERB
easat-6133	69	4	until	until	SCONJ
easat-6133	69	5	five	five	NUM
easat-6133	69	6	individuals	individual	NOUN
easat-6133	69	7	were	be	AUX
easat-6133	69	8	identified	identify	VERB
easat-6133	69	9	in	in	ADP
easat-6133	69	10	each	each	DET
easat-6133	69	11	group	group	NOUN
easat-6133	69	12	,	,	PUNCT
easat-6133	69	13	combining	combine	VERB
easat-6133	69	14	purposive	purposive	ADJ
easat-6133	69	15	sampling	sampling	NOUN
easat-6133	69	16	with	with	ADP
easat-6133	69	17	snowball	snowball	NOUN
easat-6133	69	18	sampling	sample	VERB
easat-6133	69	19	techniques	technique	NOUN
easat-6133	69	20	.	.	PUNCT
easat-6133	70	1	step	step	NOUN
easat-6133	70	2	3	3	NUM
easat-6133	70	3	:	:	PUNCT
easat-6133	70	4	evaluate	evaluate	VERB
easat-6133	70	5	the	the	DET
easat-6133	70	6	efficiency	efficiency	NOUN
easat-6133	70	7	of	of	ADP
easat-6133	70	8	government	government	NOUN
easat-6133	70	9	budget	budget	NOUN
easat-6133	70	10	expenditure	expenditure	NOUN
easat-6133	70	11	across	across	ADP
easat-6133	70	12	76	76	NUM
easat-6133	70	13	provinces	province	NOUN
easat-6133	70	14	,	,	PUNCT
easat-6133	70	15	excluding	exclude	VERB
easat-6133	70	16	bangkok	bangkok	PROPN
easat-6133	70	17	,	,	PUNCT
easat-6133	70	18	using	use	VERB
easat-6133	70	19	the	the	DET
easat-6133	70	20	identified	identify	VERB
easat-6133	70	21	input	input	NOUN
easat-6133	70	22	and	and	CCONJ
easat-6133	70	23	output	output	NOUN
easat-6133	70	24	factors	factor	NOUN
easat-6133	70	25	.	.	PUNCT
easat-6133	71	1	utilizing	utilize	VERB
easat-6133	71	2	statistical	statistical	ADJ
easat-6133	71	3	data	datum	NOUN
easat-6133	71	4	from	from	ADP
easat-6133	71	5	2017	2017	NUM
easat-6133	71	6	to	to	ADP
easat-6133	71	7	2022	2022	NUM
easat-6133	71	8	,	,	PUNCT
easat-6133	71	9	corresponding	correspond	VERB
easat-6133	71	10	to	to	ADP
easat-6133	71	11	the	the	DET
easat-6133	71	12	implementation	implementation	NOUN
easat-6133	71	13	period	period	NOUN
easat-6133	71	14	of	of	ADP
easat-6133	71	15	the	the	DET
easat-6133	71	16	12th	12th	ADJ
easat-6133	71	17	national	national	ADJ
easat-6133	71	18	economic	economic	ADJ
easat-6133	71	19	and	and	CCONJ
easat-6133	71	20	social	social	ADJ
easat-6133	71	21	development	development	NOUN
easat-6133	71	22	plan	plan	NOUN
easat-6133	71	23	[	[	X
easat-6133	71	24	15	15	NUM
easat-6133	71	25	]	]	PUNCT
easat-6133	71	26	.	.	PUNCT
easat-6133	72	1	the	the	DET
easat-6133	72	2	assessment	assessment	NOUN
easat-6133	72	3	employs	employ	VERB
easat-6133	72	4	the	the	DET
easat-6133	72	5	data	datum	NOUN
easat-6133	72	6	envelopment	envelopment	ADJ
easat-6133	72	7	analysis	analysis	NOUN
easat-6133	72	8	(	(	PUNCT
easat-6133	72	9	dea	dea	NOUN
easat-6133	72	10	)	)	PUNCT
easat-6133	72	11	method	method	NOUN
easat-6133	72	12	,	,	PUNCT
easat-6133	72	13	applying	apply	VERB
easat-6133	72	14	both	both	DET
easat-6133	72	15	the	the	DET
easat-6133	72	16	ccr	ccr	PROPN
easat-6133	72	17	and	and	CCONJ
easat-6133	72	18	bcc	bcc	PROPN
easat-6133	72	19	models	model	NOUN
easat-6133	72	20	from	from	ADP
easat-6133	72	21	an	an	DET
easat-6133	72	22	input	input	NOUN
easat-6133	72	23	-	-	PUNCT
easat-6133	72	24	oriented	orient	VERB
easat-6133	72	25	perspective	perspective	NOUN
easat-6133	72	26	,	,	PUNCT
easat-6133	72	27	utilizing	utilize	VERB
easat-6133	72	28	the	the	DET
easat-6133	72	29	deap	deap	ADJ
easat-6133	72	30	program	program	NOUN
easat-6133	72	31	.	.	PUNCT
easat-6133	73	1	this	this	DET
easat-6133	73	2	research	research	NOUN
easat-6133	73	3	involved	involve	VERB
easat-6133	73	4	two	two	NUM
easat-6133	73	5	participant	participant	ADJ
easat-6133	73	6	groups	group	NOUN
easat-6133	73	7	:	:	PUNCT
easat-6133	73	8	(	(	PUNCT
easat-6133	73	9	1	1	X
easat-6133	73	10	)	)	PUNCT
easat-6133	73	11	key	key	ADJ
easat-6133	73	12	informants	informant	NOUN
easat-6133	73	13	,	,	PUNCT
easat-6133	73	14	including	include	VERB
easat-6133	73	15	government	government	NOUN
easat-6133	73	16	executives	executive	NOUN
easat-6133	73	17	,	,	PUNCT
easat-6133	73	18	budget	budget	NOUN
easat-6133	73	19	experts	expert	NOUN
easat-6133	73	20	,	,	PUNCT
easat-6133	73	21	provincial	provincial	ADJ
easat-6133	73	22	governors	governor	NOUN
easat-6133	73	23	,	,	PUNCT
easat-6133	73	24	and	and	CCONJ
easat-6133	73	25	academics	academic	NOUN
easat-6133	73	26	,	,	PUNCT
easat-6133	73	27	and	and	CCONJ
easat-6133	73	28	(	(	PUNCT
easat-6133	73	29	2	2	X
easat-6133	73	30	)	)	PUNCT
easat-6133	73	31	budget	budget	NOUN
easat-6133	73	32	experts	expert	NOUN
easat-6133	73	33	from	from	ADP
easat-6133	73	34	both	both	CCONJ
easat-6133	73	35	executive	executive	ADJ
easat-6133	73	36	and	and	CCONJ
easat-6133	73	37	legislative	legislative	ADJ
easat-6133	73	38	levels	level	NOUN
easat-6133	73	39	.	.	PUNCT
easat-6133	74	1	as	as	ADP
easat-6133	74	2	an	an	DET
easat-6133	74	3	indirect	indirect	ADJ
easat-6133	74	4	and	and	CCONJ
easat-6133	74	5	low	low	ADJ
easat-6133	74	6	-	-	PUNCT
easat-6133	74	7	risk	risk	NOUN
easat-6133	74	8	human	human	ADJ
easat-6133	74	9	research	research	NOUN
easat-6133	74	10	study	study	NOUN
easat-6133	74	11	,	,	PUNCT
easat-6133	74	12	it	it	PRON
easat-6133	74	13	utilized	utilize	VERB
easat-6133	74	14	in	in	ADP
easat-6133	74	15	-	-	PUNCT
easat-6133	74	16	depth	depth	NOUN
easat-6133	74	17	interviews	interview	NOUN
easat-6133	74	18	.	.	PUNCT
easat-6133	75	1	the	the	DET
easat-6133	75	2	study	study	NOUN
easat-6133	75	3	adhered	adhere	VERB
easat-6133	75	4	to	to	ADP
easat-6133	75	5	the	the	DET
easat-6133	75	6	ethical	ethical	ADJ
easat-6133	75	7	guidelines	guideline	NOUN
easat-6133	75	8	for	for	ADP
easat-6133	75	9	human	human	ADJ
easat-6133	75	10	research	research	NOUN
easat-6133	75	11	set	set	VERB
easat-6133	75	12	by	by	ADP
easat-6133	75	13	the	the	DET
easat-6133	75	14	national	national	PROPN
easat-6133	75	15	research	research	PROPN
easat-6133	75	16	council	council	PROPN
easat-6133	75	17	of	of	ADP
easat-6133	75	18	thailand	thailand	PROPN
easat-6133	76	1	[	[	X
easat-6133	76	2	19	19	NUM
easat-6133	76	3	]	]	PUNCT
easat-6133	76	4	and	and	CCONJ
easat-6133	76	5	received	receive	VERB
easat-6133	76	6	approval	approval	NOUN
easat-6133	76	7	from	from	ADP
easat-6133	76	8	the	the	DET
easat-6133	76	9	human	human	ADJ
easat-6133	76	10	research	research	PROPN
easat-6133	76	11	ethics	ethic	NOUN
easat-6133	76	12	committee	committee	PROPN
easat-6133	76	13	of	of	ADP
easat-6133	76	14	silpakorn	silpakorn	PROPN
easat-6133	76	15	university	university	PROPN
easat-6133	76	16	under	under	ADP
easat-6133	76	17	exemption	exemption	NOUN
easat-6133	76	18	review	review	NOUN
easat-6133	76	19	,	,	PUNCT
easat-6133	76	20	no	no	INTJ
easat-6133	76	21	.	.	PUNCT
easat-6133	77	1	coe	coe	PROPN
easat-6133	77	2	68.0311	68.0311	NUM
easat-6133	77	3	-	-	PUNCT
easat-6133	77	4	023	023	NUM
easat-6133	77	5	.	.	NOUN
easat-6133	77	6	4	4	NUM
easat-6133	77	7	.	.	NOUN
easat-6133	77	8	results	result	NOUN
easat-6133	77	9	and	and	CCONJ
easat-6133	77	10	discussion	discussion	NOUN
easat-6133	77	11	identifying	identify	VERB
easat-6133	77	12	input	input	NOUN
easat-6133	77	13	,	,	PUNCT
easat-6133	77	14	output	output	NOUN
easat-6133	77	15	,	,	PUNCT
easat-6133	77	16	and	and	CCONJ
easat-6133	77	17	environmental	environmental	ADJ
easat-6133	77	18	factors	factor	NOUN
easat-6133	77	19	for	for	ADP
easat-6133	77	20	evaluating	evaluate	VERB
easat-6133	77	21	the	the	DET
easat-6133	77	22	efficiency	efficiency	NOUN
easat-6133	77	23	of	of	ADP
easat-6133	77	24	government	government	NOUN
easat-6133	77	25	budget	budget	NOUN
easat-6133	77	26	expenditure	expenditure	NOUN
easat-6133	77	27	at	at	ADP
easat-6133	77	28	the	the	DET
easat-6133	77	29	provincial	provincial	ADJ
easat-6133	77	30	level	level	NOUN
easat-6133	77	31	through	through	ADP
easat-6133	77	32	in	in	ADP
easat-6133	77	33	-	-	PUNCT
easat-6133	77	34	depth	depth	NOUN
easat-6133	77	35	interviews	interview	NOUN
easat-6133	77	36	with	with	ADP
easat-6133	77	37	key	key	ADJ
easat-6133	77	38	informants	informant	NOUN
easat-6133	77	39	.	.	PUNCT
easat-6133	78	1	based	base	VERB
easat-6133	78	2	on	on	ADP
easat-6133	78	3	in	in	ADP
easat-6133	78	4	-	-	PUNCT
easat-6133	78	5	depth	depth	NOUN
easat-6133	78	6	interviews	interview	NOUN
easat-6133	78	7	with	with	ADP
easat-6133	78	8	20	20	NUM
easat-6133	78	9	key	key	ADJ
easat-6133	78	10	informants	informant	NOUN
easat-6133	78	11	,	,	PUNCT
easat-6133	78	12	the	the	DET
easat-6133	78	13	research	research	NOUN
easat-6133	78	14	team	team	NOUN
easat-6133	78	15	conducted	conduct	VERB
easat-6133	78	16	content	content	NOUN
easat-6133	78	17	analysis	analysis	NOUN
easat-6133	78	18	to	to	PART
easat-6133	78	19	identify	identify	VERB
easat-6133	78	20	input	input	NOUN
easat-6133	78	21	and	and	CCONJ
easat-6133	78	22	output	output	NOUN
easat-6133	78	23	factors	factor	NOUN
easat-6133	78	24	that	that	PRON
easat-6133	78	25	reflect	reflect	VERB
easat-6133	78	26	budget	budget	NOUN
easat-6133	78	27	spending	spending	NOUN
easat-6133	78	28	efficiency	efficiency	NOUN
easat-6133	78	29	at	at	ADP
easat-6133	78	30	the	the	DET
easat-6133	78	31	provincial	provincial	ADJ
easat-6133	78	32	level	level	NOUN
easat-6133	78	33	,	,	PUNCT
easat-6133	78	34	as	as	ADV
easat-6133	78	35	well	well	ADV
easat-6133	78	36	as	as	ADP
easat-6133	78	37	environmental	environmental	ADJ
easat-6133	78	38	factors	factor	NOUN
easat-6133	78	39	influencing	influence	VERB
easat-6133	78	40	government	government	NOUN
easat-6133	78	41	budget	budget	NOUN
easat-6133	78	42	expenditure	expenditure	NOUN
easat-6133	78	43	efficiency	efficiency	NOUN
easat-6133	78	44	.	.	PUNCT
easat-6133	79	1	the	the	DET
easat-6133	79	2	details	detail	NOUN
easat-6133	79	3	are	be	AUX
easat-6133	79	4	as	as	SCONJ
easat-6133	79	5	follows	follow	VERB
easat-6133	79	6	:	:	PUNCT
easat-6133	79	7	"	"	PUNCT
easat-6133	80	1	4.1	4.1	NUM
easat-6133	80	2	.	.	PUNCT
easat-6133	81	1	input	input	NOUN
easat-6133	81	2	factors	factor	NOUN
easat-6133	81	3	key	key	ADJ
easat-6133	81	4	informants	informant	NOUN
easat-6133	81	5	identified	identify	VERB
easat-6133	81	6	total	total	ADJ
easat-6133	81	7	expenditure	expenditure	NOUN
easat-6133	81	8	and	and	CCONJ
easat-6133	81	9	total	total	ADJ
easat-6133	81	10	expenditure	expenditure	NOUN
easat-6133	81	11	per	per	ADP
easat-6133	81	12	capita	capita	NOUN
easat-6133	81	13	as	as	ADP
easat-6133	81	14	the	the	DET
easat-6133	81	15	most	most	ADV
easat-6133	81	16	appropriate	appropriate	ADJ
easat-6133	81	17	input	input	NOUN
easat-6133	81	18	factors	factor	NOUN
easat-6133	81	19	for	for	ADP
easat-6133	81	20	assessing	assess	VERB
easat-6133	81	21	the	the	DET
easat-6133	81	22	efficiency	efficiency	NOUN
easat-6133	81	23	of	of	ADP
easat-6133	81	24	government	government	NOUN
easat-6133	81	25	budget	budget	NOUN
easat-6133	81	26	spending	spending	NOUN
easat-6133	81	27	at	at	ADP
easat-6133	81	28	the	the	DET
easat-6133	81	29	provincial	provincial	ADJ
easat-6133	81	30	level	level	NOUN
easat-6133	81	31	.	.	PUNCT
easat-6133	82	1	one	one	NUM
easat-6133	82	2	969	969	NUM
easat-6133	82	3	edelweiss	edelweiss	PROPN
easat-6133	82	4	applied	apply	VERB
easat-6133	82	5	science	science	NOUN
easat-6133	82	6	and	and	CCONJ
easat-6133	82	7	technology	technology	NOUN
easat-6133	82	8	issn	issn	PROPN
easat-6133	82	9	:	:	PUNCT
easat-6133	82	10	2576	2576	NUM
easat-6133	82	11	-	-	SYM
easat-6133	82	12	8484	8484	NUM
easat-6133	82	13	vol	vol	NOUN
easat-6133	82	14	.	.	PROPN
easat-6133	83	1	9	9	NUM
easat-6133	83	2	,	,	PUNCT
easat-6133	83	3	no	no	INTJ
easat-6133	83	4	.	.	NOUN
easat-6133	84	1	4	4	NUM
easat-6133	84	2	:	:	PUNCT
easat-6133	84	3	966	966	NUM
easat-6133	84	4	-	-	SYM
easat-6133	84	5	974	974	NUM
easat-6133	84	6	,	,	PUNCT
easat-6133	84	7	2025	2025	NUM
easat-6133	84	8	doi	doi	NOUN
easat-6133	84	9	:	:	PUNCT
easat-6133	84	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	84	11	©	©	PROPN
easat-6133	84	12	2025	2025	NUM
easat-6133	84	13	by	by	ADP
easat-6133	84	14	the	the	DET
easat-6133	84	15	authors	author	NOUN
easat-6133	84	16	;	;	PUNCT
easat-6133	84	17	licensee	licensee	PROPN
easat-6133	84	18	learning	learning	NOUN
easat-6133	84	19	gate	gate	PROPN
easat-6133	84	20	key	key	PROPN
easat-6133	84	21	informant	informant	NOUN
easat-6133	84	22	emphasized	emphasize	VERB
easat-6133	84	23	the	the	DET
easat-6133	84	24	relevance	relevance	NOUN
easat-6133	84	25	of	of	ADP
easat-6133	84	26	total	total	ADJ
easat-6133	84	27	expenditure	expenditure	NOUN
easat-6133	84	28	,	,	PUNCT
easat-6133	84	29	stating	state	VERB
easat-6133	84	30	:	:	PUNCT
easat-6133	84	31	"	"	PUNCT
easat-6133	84	32	in	in	ADP
easat-6133	84	33	the	the	DET
easat-6133	84	34	context	context	NOUN
easat-6133	84	35	of	of	ADP
easat-6133	84	36	government	government	NOUN
easat-6133	84	37	budget	budget	NOUN
easat-6133	84	38	spending	spending	NOUN
easat-6133	84	39	in	in	ADP
easat-6133	84	40	the	the	DET
easat-6133	84	41	provincial	provincial	ADJ
easat-6133	84	42	spatial	spatial	ADJ
easat-6133	84	43	dimension	dimension	NOUN
easat-6133	84	44	in	in	ADP
easat-6133	84	45	thailand	thailand	PROPN
easat-6133	84	46	,	,	PUNCT
easat-6133	84	47	i	i	PRON
easat-6133	84	48	agree	agree	VERB
easat-6133	84	49	with	with	ADP
easat-6133	84	50	using	use	VERB
easat-6133	84	51	total	total	ADJ
easat-6133	84	52	expenditure	expenditure	NOUN
easat-6133	84	53	as	as	ADP
easat-6133	84	54	a	a	DET
easat-6133	84	55	variable	variable	NOUN
easat-6133	84	56	because	because	SCONJ
easat-6133	84	57	it	it	PRON
easat-6133	84	58	reflects	reflect	VERB
easat-6133	84	59	spending	spending	NOUN
easat-6133	84	60	in	in	ADP
easat-6133	84	61	the	the	DET
easat-6133	84	62	area	area	NOUN
easat-6133	84	63	.	.	PUNCT
easat-6133	85	1	this	this	DET
easat-6133	85	2	budget	budget	NOUN
easat-6133	85	3	comes	come	VERB
easat-6133	85	4	from	from	ADP
easat-6133	85	5	three	three	NUM
easat-6133	85	6	main	main	ADJ
easat-6133	85	7	sources	source	NOUN
easat-6133	85	8	:	:	PUNCT
easat-6133	85	9	the	the	DET
easat-6133	85	10	budget	budget	NOUN
easat-6133	85	11	allocated	allocate	VERB
easat-6133	85	12	to	to	ADP
easat-6133	85	13	provinces	province	NOUN
easat-6133	85	14	and	and	CCONJ
easat-6133	85	15	provincial	provincial	ADJ
easat-6133	85	16	groups	group	NOUN
easat-6133	85	17	,	,	PUNCT
easat-6133	85	18	subsidies	subsidy	NOUN
easat-6133	85	19	to	to	ADP
easat-6133	85	20	local	local	ADJ
easat-6133	85	21	administrative	administrative	ADJ
easat-6133	85	22	organizations	organization	NOUN
easat-6133	85	23	,	,	PUNCT
easat-6133	85	24	and	and	CCONJ
easat-6133	85	25	funds	fund	NOUN
easat-6133	85	26	allocated	allocate	VERB
easat-6133	85	27	to	to	ADP
easat-6133	85	28	government	government	NOUN
easat-6133	85	29	agencies	agency	NOUN
easat-6133	85	30	and	and	CCONJ
easat-6133	85	31	state	state	NOUN
easat-6133	85	32	enterprises	enterprise	NOUN
easat-6133	85	33	operating	operate	VERB
easat-6133	85	34	in	in	ADP
easat-6133	85	35	the	the	DET
easat-6133	85	36	region	region	NOUN
easat-6133	85	37	.	.	PUNCT
easat-6133	85	38	"	"	PUNCT
easat-6133	86	1	(	(	PUNCT
easat-6133	86	2	key	key	ADJ
easat-6133	86	3	informant	informant	NOUN
easat-6133	86	4	no	no	NOUN
easat-6133	86	5	.	.	NOUN
easat-6133	86	6	7	7	NUM
easat-6133	86	7	,	,	PUNCT
easat-6133	86	8	2024	2024	NUM
easat-6133	86	9	)	)	PUNCT
easat-6133	86	10	similarly	similarly	ADV
easat-6133	86	11	,	,	PUNCT
easat-6133	86	12	another	another	DET
easat-6133	86	13	informant	informant	NOUN
easat-6133	86	14	supported	support	VERB
easat-6133	86	15	this	this	DET
easat-6133	86	16	view	view	NOUN
easat-6133	86	17	,	,	PUNCT
easat-6133	86	18	explaining	explain	VERB
easat-6133	86	19	:	:	PUNCT
easat-6133	86	20	"	"	PUNCT
easat-6133	86	21	if	if	SCONJ
easat-6133	86	22	we	we	PRON
easat-6133	86	23	consider	consider	VERB
easat-6133	86	24	input	input	NOUN
easat-6133	86	25	factors	factor	NOUN
easat-6133	86	26	in	in	ADP
easat-6133	86	27	the	the	DET
easat-6133	86	28	spatial	spatial	ADJ
easat-6133	86	29	dimension	dimension	NOUN
easat-6133	86	30	,	,	PUNCT
easat-6133	86	31	they	they	PRON
easat-6133	86	32	should	should	AUX
easat-6133	86	33	include	include	VERB
easat-6133	86	34	the	the	DET
easat-6133	86	35	total	total	ADJ
easat-6133	86	36	budget	budget	NOUN
easat-6133	86	37	spent	spend	VERB
easat-6133	86	38	in	in	ADP
easat-6133	86	39	the	the	DET
easat-6133	86	40	area	area	NOUN
easat-6133	86	41	,	,	PUNCT
easat-6133	86	42	consisting	consist	VERB
easat-6133	86	43	of	of	ADP
easat-6133	86	44	three	three	NUM
easat-6133	86	45	main	main	ADJ
easat-6133	86	46	components	component	NOUN
easat-6133	86	47	:	:	PUNCT
easat-6133	86	48	subsidies	subsidy	NOUN
easat-6133	86	49	for	for	ADP
easat-6133	86	50	provinces	province	NOUN
easat-6133	86	51	and	and	CCONJ
easat-6133	86	52	provincial	provincial	ADJ
easat-6133	86	53	groups	group	NOUN
easat-6133	86	54	,	,	PUNCT
easat-6133	86	55	funds	fund	NOUN
easat-6133	86	56	allocated	allocate	VERB
easat-6133	86	57	through	through	ADP
easat-6133	86	58	the	the	DET
easat-6133	86	59	department	department	PROPN
easat-6133	86	60	of	of	ADP
easat-6133	86	61	local	local	ADJ
easat-6133	86	62	administration	administration	NOUN
easat-6133	86	63	promotion	promotion	NOUN
easat-6133	86	64	,	,	PUNCT
easat-6133	86	65	and	and	CCONJ
easat-6133	86	66	budgets	budget	NOUN
easat-6133	86	67	of	of	ADP
easat-6133	86	68	other	other	ADJ
easat-6133	86	69	government	government	NOUN
easat-6133	86	70	agencies	agency	NOUN
easat-6133	86	71	operating	operate	VERB
easat-6133	86	72	in	in	ADP
easat-6133	86	73	that	that	DET
easat-6133	86	74	province	province	NOUN
easat-6133	86	75	.	.	PUNCT
easat-6133	86	76	"	"	PUNCT
easat-6133	87	1	(	(	PUNCT
easat-6133	87	2	key	key	ADJ
easat-6133	87	3	informant	informant	NOUN
easat-6133	87	4	no	no	NOUN
easat-6133	87	5	.	.	NOUN
easat-6133	87	6	9	9	NUM
easat-6133	87	7	,	,	PUNCT
easat-6133	87	8	2024	2024	NUM
easat-6133	87	9	)	)	PUNCT
easat-6133	87	10	another	another	DET
easat-6133	87	11	informant	informant	NOUN
easat-6133	87	12	highlighted	highlight	VERB
easat-6133	87	13	the	the	DET
easat-6133	87	14	suitability	suitability	NOUN
easat-6133	87	15	of	of	ADP
easat-6133	87	16	using	use	VERB
easat-6133	87	17	total	total	ADJ
easat-6133	87	18	expenditure	expenditure	NOUN
easat-6133	87	19	as	as	ADP
easat-6133	87	20	an	an	DET
easat-6133	87	21	input	input	NOUN
easat-6133	87	22	factor	factor	NOUN
easat-6133	87	23	based	base	VERB
easat-6133	87	24	on	on	ADP
easat-6133	87	25	the	the	DET
easat-6133	87	26	principles	principle	NOUN
easat-6133	87	27	of	of	ADP
easat-6133	87	28	budget	budget	NOUN
easat-6133	87	29	allocation	allocation	NOUN
easat-6133	87	30	:	:	PUNCT
easat-6133	87	31	"	"	PUNCT
easat-6133	87	32	the	the	DET
easat-6133	87	33	input	input	NOUN
easat-6133	87	34	-	-	PUNCT
easat-6133	87	35	output	output	NOUN
easat-6133	87	36	ratio	ratio	NOUN
easat-6133	87	37	approach	approach	NOUN
easat-6133	87	38	is	be	AUX
easat-6133	87	39	appropriate	appropriate	ADJ
easat-6133	87	40	for	for	ADP
easat-6133	87	41	evaluating	evaluate	VERB
easat-6133	87	42	budget	budget	NOUN
easat-6133	87	43	spending	spending	NOUN
easat-6133	87	44	efficiency	efficiency	NOUN
easat-6133	87	45	because	because	SCONJ
easat-6133	87	46	provincial	provincial	ADJ
easat-6133	87	47	budget	budget	NOUN
easat-6133	87	48	allocations	allocation	NOUN
easat-6133	87	49	follow	follow	VERB
easat-6133	87	50	a	a	DET
easat-6133	87	51	standard	standard	ADJ
easat-6133	87	52	framework	framework	NOUN
easat-6133	87	53	based	base	VERB
easat-6133	87	54	on	on	ADP
easat-6133	87	55	area	area	NOUN
easat-6133	87	56	size	size	NOUN
easat-6133	87	57	and	and	CCONJ
easat-6133	87	58	population	population	NOUN
easat-6133	87	59	.	.	PUNCT
easat-6133	88	1	therefore	therefore	ADV
easat-6133	88	2	,	,	PUNCT
easat-6133	88	3	total	total	ADJ
easat-6133	88	4	provincial	provincial	ADJ
easat-6133	88	5	budget	budget	NOUN
easat-6133	88	6	expenditure	expenditure	NOUN
easat-6133	88	7	can	can	AUX
easat-6133	88	8	be	be	AUX
easat-6133	88	9	used	use	VERB
easat-6133	88	10	as	as	ADP
easat-6133	88	11	an	an	DET
easat-6133	88	12	input	input	NOUN
easat-6133	88	13	factor	factor	NOUN
easat-6133	88	14	.	.	PUNCT
easat-6133	88	15	"	"	PUNCT
easat-6133	89	1	(	(	PUNCT
easat-6133	89	2	key	key	ADJ
easat-6133	89	3	informant	informant	NOUN
easat-6133	89	4	no	no	NOUN
easat-6133	89	5	.	.	PROPN
easat-6133	89	6	16	16	NUM
easat-6133	89	7	,	,	PUNCT
easat-6133	89	8	2024	2024	NUM
easat-6133	89	9	)	)	PUNCT
easat-6133	89	10	regarding	regard	VERB
easat-6133	89	11	total	total	ADJ
easat-6133	89	12	expenditure	expenditure	NOUN
easat-6133	89	13	per	per	ADP
easat-6133	89	14	capita	capita	NOUN
easat-6133	89	15	,	,	PUNCT
easat-6133	89	16	key	key	ADJ
easat-6133	89	17	informants	informant	NOUN
easat-6133	89	18	agreed	agree	VERB
easat-6133	89	19	on	on	ADP
easat-6133	89	20	its	its	PRON
easat-6133	89	21	importance	importance	NOUN
easat-6133	89	22	in	in	ADP
easat-6133	89	23	addressing	address	VERB
easat-6133	89	24	differences	difference	NOUN
easat-6133	89	25	in	in	ADP
easat-6133	89	26	population	population	NOUN
easat-6133	89	27	size	size	NOUN
easat-6133	89	28	.	.	PUNCT
easat-6133	90	1	one	one	NUM
easat-6133	90	2	informant	informant	NOUN
easat-6133	90	3	noted	note	VERB
easat-6133	90	4	:	:	PUNCT
easat-6133	90	5	"	"	PUNCT
easat-6133	90	6	when	when	SCONJ
easat-6133	90	7	considering	consider	VERB
easat-6133	90	8	government	government	NOUN
easat-6133	90	9	spending	spending	NOUN
easat-6133	90	10	as	as	ADP
easat-6133	90	11	an	an	DET
easat-6133	90	12	input	input	NOUN
easat-6133	90	13	,	,	PUNCT
easat-6133	90	14	the	the	DET
easat-6133	90	15	total	total	ADJ
easat-6133	90	16	budget	budget	NOUN
easat-6133	90	17	should	should	AUX
easat-6133	90	18	be	be	AUX
easat-6133	90	19	included	include	VERB
easat-6133	90	20	as	as	ADP
easat-6133	90	21	comprehensively	comprehensively	ADV
easat-6133	90	22	as	as	ADP
easat-6133	90	23	possible	possible	ADJ
easat-6133	90	24	.	.	PUNCT
easat-6133	91	1	however	however	ADV
easat-6133	91	2	,	,	PUNCT
easat-6133	91	3	analysis	analysis	NOUN
easat-6133	91	4	must	must	AUX
easat-6133	91	5	account	account	VERB
easat-6133	91	6	for	for	ADP
easat-6133	91	7	population	population	NOUN
easat-6133	91	8	size	size	NOUN
easat-6133	91	9	effects	effect	NOUN
easat-6133	91	10	.	.	PUNCT
easat-6133	92	1	to	to	PART
easat-6133	92	2	address	address	VERB
easat-6133	92	3	this	this	PRON
easat-6133	92	4	,	,	PUNCT
easat-6133	92	5	total	total	ADJ
easat-6133	92	6	budget	budget	NOUN
easat-6133	92	7	expenditure	expenditure	NOUN
easat-6133	92	8	per	per	ADP
easat-6133	92	9	capita	capita	NOUN
easat-6133	92	10	should	should	AUX
easat-6133	92	11	be	be	AUX
easat-6133	92	12	used	use	VERB
easat-6133	92	13	as	as	ADP
easat-6133	92	14	an	an	DET
easat-6133	92	15	input	input	NOUN
easat-6133	92	16	variable	variable	NOUN
easat-6133	92	17	.	.	PUNCT
easat-6133	92	18	"	"	PUNCT
easat-6133	93	1	(	(	PUNCT
easat-6133	93	2	key	key	ADJ
easat-6133	93	3	informant	informant	NOUN
easat-6133	93	4	no	no	NOUN
easat-6133	93	5	.	.	PROPN
easat-6133	93	6	20	20	NUM
easat-6133	93	7	,	,	PUNCT
easat-6133	93	8	2024	2024	NUM
easat-6133	93	9	)	)	PUNCT
easat-6133	93	10	.	.	PUNCT
easat-6133	94	1	another	another	DET
easat-6133	94	2	informant	informant	NOUN
easat-6133	94	3	further	far	ADV
easat-6133	94	4	reinforced	reinforce	VERB
easat-6133	94	5	this	this	DET
easat-6133	94	6	perspective	perspective	NOUN
easat-6133	94	7	,	,	PUNCT
easat-6133	94	8	stating	state	VERB
easat-6133	94	9	:	:	PUNCT
easat-6133	94	10	"	"	PUNCT
easat-6133	94	11	total	total	ADJ
easat-6133	94	12	budget	budget	NOUN
easat-6133	94	13	expenditure	expenditure	NOUN
easat-6133	94	14	per	per	ADP
easat-6133	94	15	capita	capita	NOUN
easat-6133	94	16	is	be	AUX
easat-6133	94	17	an	an	DET
easat-6133	94	18	appropriate	appropriate	ADJ
easat-6133	94	19	input	input	NOUN
easat-6133	94	20	factor	factor	NOUN
easat-6133	94	21	because	because	SCONJ
easat-6133	94	22	it	it	PRON
easat-6133	94	23	reflects	reflect	VERB
easat-6133	94	24	government	government	NOUN
easat-6133	94	25	spending	spending	NOUN
easat-6133	94	26	per	per	ADP
easat-6133	94	27	person	person	NOUN
easat-6133	94	28	in	in	ADP
easat-6133	94	29	a	a	DET
easat-6133	94	30	given	give	VERB
easat-6133	94	31	area	area	NOUN
easat-6133	94	32	.	.	PUNCT
easat-6133	95	1	this	this	DET
easat-6133	95	2	expenditure	expenditure	NOUN
easat-6133	95	3	includes	include	VERB
easat-6133	95	4	both	both	CCONJ
easat-6133	95	5	current	current	ADJ
easat-6133	95	6	and	and	CCONJ
easat-6133	95	7	capital	capital	NOUN
easat-6133	95	8	expenditures	expenditure	NOUN
easat-6133	95	9	.	.	PUNCT
easat-6133	95	10	"	"	PUNCT
easat-6133	96	1	(	(	PUNCT
easat-6133	96	2	key	key	ADJ
easat-6133	96	3	informant	informant	NOUN
easat-6133	96	4	no	no	NOUN
easat-6133	96	5	.	.	NOUN
easat-6133	96	6	4	4	NUM
easat-6133	96	7	,	,	PUNCT
easat-6133	96	8	2024	2024	NUM
easat-6133	96	9	)	)	PUNCT
easat-6133	96	10	4.2	4.2	NUM
easat-6133	96	11	.	.	PUNCT
easat-6133	97	1	output	output	NOUN
easat-6133	97	2	factors	factor	NOUN
easat-6133	97	3	key	key	ADJ
easat-6133	97	4	informants	informant	NOUN
easat-6133	97	5	identified	identify	VERB
easat-6133	97	6	several	several	ADJ
easat-6133	97	7	key	key	ADJ
easat-6133	97	8	output	output	NOUN
easat-6133	97	9	factors	factor	NOUN
easat-6133	97	10	for	for	ADP
easat-6133	97	11	evaluating	evaluate	VERB
easat-6133	97	12	the	the	DET
easat-6133	97	13	efficiency	efficiency	NOUN
easat-6133	97	14	of	of	ADP
easat-6133	97	15	government	government	NOUN
easat-6133	97	16	budget	budget	NOUN
easat-6133	97	17	spending	spending	NOUN
easat-6133	97	18	at	at	ADP
easat-6133	97	19	the	the	DET
easat-6133	97	20	provincial	provincial	ADJ
easat-6133	97	21	level	level	NOUN
easat-6133	97	22	.	.	PUNCT
easat-6133	98	1	these	these	PRON
easat-6133	98	2	include	include	VERB
easat-6133	98	3	provincial	provincial	ADJ
easat-6133	98	4	gross	gross	ADJ
easat-6133	98	5	domestic	domestic	ADJ
easat-6133	98	6	product	product	NOUN
easat-6133	98	7	(	(	PUNCT
easat-6133	98	8	gpp	gpp	NOUN
easat-6133	98	9	)	)	PUNCT
easat-6133	98	10	,	,	PUNCT
easat-6133	98	11	the	the	DET
easat-6133	98	12	proportion	proportion	NOUN
easat-6133	98	13	of	of	ADP
easat-6133	98	14	poor	poor	ADJ
easat-6133	98	15	people	people	NOUN
easat-6133	98	16	,	,	PUNCT
easat-6133	98	17	the	the	DET
easat-6133	98	18	coefficient	coefficient	NOUN
easat-6133	98	19	of	of	ADP
easat-6133	98	20	income	income	NOUN
easat-6133	98	21	inequality	inequality	NOUN
easat-6133	98	22	,	,	PUNCT
easat-6133	98	23	the	the	DET
easat-6133	98	24	employment	employment	NOUN
easat-6133	98	25	rate	rate	NOUN
easat-6133	98	26	,	,	PUNCT
easat-6133	98	27	and	and	CCONJ
easat-6133	98	28	crime	crime	NOUN
easat-6133	98	29	cases	case	NOUN
easat-6133	98	30	,	,	PUNCT
easat-6133	98	31	as	as	SCONJ
easat-6133	98	32	they	they	PRON
easat-6133	98	33	effectively	effectively	ADV
easat-6133	98	34	reflect	reflect	VERB
easat-6133	98	35	both	both	PRON
easat-6133	98	36	economic	economic	ADJ
easat-6133	98	37	performance	performance	NOUN
easat-6133	98	38	and	and	CCONJ
easat-6133	98	39	social	social	ADJ
easat-6133	98	40	outcomes	outcome	NOUN
easat-6133	98	41	.	.	PUNCT
easat-6133	99	1	one	one	NUM
easat-6133	99	2	key	key	ADJ
easat-6133	99	3	informant	informant	NOUN
easat-6133	99	4	emphasized	emphasize	VERB
easat-6133	99	5	the	the	DET
easat-6133	99	6	need	need	NOUN
easat-6133	99	7	to	to	PART
easat-6133	99	8	include	include	VERB
easat-6133	99	9	economic	economic	ADJ
easat-6133	99	10	indicators	indicator	NOUN
easat-6133	99	11	alongside	alongside	ADP
easat-6133	99	12	measures	measure	NOUN
easat-6133	99	13	of	of	ADP
easat-6133	99	14	inequality	inequality	NOUN
easat-6133	99	15	:	:	PUNCT
easat-6133	99	16	"	"	PUNCT
easat-6133	99	17	in	in	ADP
easat-6133	99	18	assessing	assess	VERB
easat-6133	99	19	the	the	DET
easat-6133	99	20	efficiency	efficiency	NOUN
easat-6133	99	21	of	of	ADP
easat-6133	99	22	government	government	NOUN
easat-6133	99	23	budget	budget	NOUN
easat-6133	99	24	spending	spending	NOUN
easat-6133	99	25	in	in	ADP
easat-6133	99	26	the	the	DET
easat-6133	99	27	spatial	spatial	ADJ
easat-6133	99	28	dimension	dimension	NOUN
easat-6133	99	29	,	,	PUNCT
easat-6133	99	30	the	the	DET
easat-6133	99	31	output	output	NOUN
easat-6133	99	32	variables	variable	NOUN
easat-6133	99	33	should	should	AUX
easat-6133	99	34	capture	capture	VERB
easat-6133	99	35	both	both	DET
easat-6133	99	36	economic	economic	ADJ
easat-6133	99	37	aspects	aspect	NOUN
easat-6133	99	38	,	,	PUNCT
easat-6133	99	39	such	such	ADJ
easat-6133	99	40	as	as	ADP
easat-6133	99	41	provincial	provincial	ADJ
easat-6133	99	42	gross	gross	ADJ
easat-6133	99	43	domestic	domestic	ADJ
easat-6133	99	44	product	product	NOUN
easat-6133	99	45	(	(	PUNCT
easat-6133	99	46	gpp	gpp	NOUN
easat-6133	99	47	)	)	PUNCT
easat-6133	99	48	,	,	PUNCT
easat-6133	99	49	and	and	CCONJ
easat-6133	99	50	indicators	indicator	NOUN
easat-6133	99	51	reflecting	reflect	VERB
easat-6133	99	52	income	income	NOUN
easat-6133	99	53	inequality	inequality	NOUN
easat-6133	99	54	at	at	ADP
easat-6133	99	55	the	the	DET
easat-6133	99	56	provincial	provincial	ADJ
easat-6133	99	57	level	level	NOUN
easat-6133	99	58	.	.	PUNCT
easat-6133	99	59	"	"	PUNCT
easat-6133	100	1	(	(	PUNCT
easat-6133	100	2	key	key	ADJ
easat-6133	100	3	informant	informant	NOUN
easat-6133	100	4	no	no	NOUN
easat-6133	100	5	.	.	PROPN
easat-6133	100	6	10	10	NUM
easat-6133	100	7	,	,	PUNCT
easat-6133	100	8	2024	2024	NUM
easat-6133	100	9	)	)	PUNCT
easat-6133	100	10	another	another	DET
easat-6133	100	11	informant	informant	NOUN
easat-6133	100	12	further	far	ADV
easat-6133	100	13	stressed	stress	VERB
easat-6133	100	14	the	the	DET
easat-6133	100	15	importance	importance	NOUN
easat-6133	100	16	of	of	ADP
easat-6133	100	17	incorporating	incorporate	VERB
easat-6133	100	18	both	both	CCONJ
easat-6133	100	19	economic	economic	ADJ
easat-6133	100	20	growth	growth	NOUN
easat-6133	100	21	and	and	CCONJ
easat-6133	100	22	social	social	ADJ
easat-6133	100	23	inequality	inequality	NOUN
easat-6133	100	24	in	in	ADP
easat-6133	100	25	the	the	DET
easat-6133	100	26	assessment	assessment	NOUN
easat-6133	100	27	:	:	PUNCT
easat-6133	100	28	"	"	PUNCT
easat-6133	100	29	output	output	NOUN
easat-6133	100	30	variables	variable	NOUN
easat-6133	100	31	should	should	AUX
easat-6133	100	32	cover	cover	VERB
easat-6133	100	33	both	both	PRON
easat-6133	100	34	economic	economic	ADJ
easat-6133	100	35	growth	growth	NOUN
easat-6133	100	36	and	and	CCONJ
easat-6133	100	37	inequality	inequality	NOUN
easat-6133	100	38	.	.	PUNCT
easat-6133	101	1	provincial	provincial	ADJ
easat-6133	101	2	development	development	NOUN
easat-6133	101	3	is	be	AUX
easat-6133	101	4	not	not	PART
easat-6133	101	5	just	just	ADV
easat-6133	101	6	about	about	ADP
easat-6133	101	7	increasing	increase	VERB
easat-6133	101	8	gpp	gpp	NOUN
easat-6133	101	9	;	;	PUNCT
easat-6133	101	10	it	it	PRON
easat-6133	101	11	must	must	AUX
easat-6133	101	12	also	also	ADV
easat-6133	101	13	address	address	VERB
easat-6133	101	14	income	income	NOUN
easat-6133	101	15	inequality	inequality	NOUN
easat-6133	101	16	to	to	PART
easat-6133	101	17	prevent	prevent	VERB
easat-6133	101	18	wealth	wealth	NOUN
easat-6133	101	19	concentration	concentration	NOUN
easat-6133	101	20	in	in	ADP
easat-6133	101	21	specific	specific	ADJ
easat-6133	101	22	areas	area	NOUN
easat-6133	101	23	.	.	PUNCT
easat-6133	102	1	additionally	additionally	ADV
easat-6133	102	2	,	,	PUNCT
easat-6133	102	3	crime	crime	NOUN
easat-6133	102	4	cases	case	NOUN
easat-6133	102	5	should	should	AUX
easat-6133	102	6	be	be	AUX
easat-6133	102	7	considered	consider	VERB
easat-6133	102	8	as	as	ADP
easat-6133	102	9	an	an	DET
easat-6133	102	10	output	output	NOUN
easat-6133	102	11	variable	variable	NOUN
easat-6133	102	12	since	since	SCONJ
easat-6133	102	13	they	they	PRON
easat-6133	102	14	reflect	reflect	VERB
easat-6133	102	15	both	both	DET
easat-6133	102	16	economic	economic	ADJ
easat-6133	102	17	conditions	condition	NOUN
easat-6133	102	18	and	and	CCONJ
easat-6133	102	19	social	social	ADJ
easat-6133	102	20	inequality	inequality	NOUN
easat-6133	102	21	.	.	PUNCT
easat-6133	102	22	"	"	PUNCT
easat-6133	103	1	(	(	PUNCT
easat-6133	103	2	key	key	ADJ
easat-6133	103	3	informant	informant	NOUN
easat-6133	103	4	no	no	NOUN
easat-6133	103	5	.	.	NOUN
easat-6133	103	6	4	4	NUM
easat-6133	103	7	,	,	PUNCT
easat-6133	103	8	2024	2024	NUM
easat-6133	103	9	)	)	PUNCT
easat-6133	103	10	regarding	regard	VERB
easat-6133	103	11	employment	employment	NOUN
easat-6133	103	12	as	as	ADP
easat-6133	103	13	an	an	DET
easat-6133	103	14	output	output	NOUN
easat-6133	103	15	factor	factor	NOUN
easat-6133	103	16	,	,	PUNCT
easat-6133	103	17	an	an	DET
easat-6133	103	18	informant	informant	NOUN
easat-6133	103	19	highlighted	highlight	VERB
easat-6133	103	20	its	its	PRON
easat-6133	103	21	relevance	relevance	NOUN
easat-6133	103	22	in	in	ADP
easat-6133	103	23	the	the	DET
easat-6133	103	24	thai	thai	ADJ
easat-6133	103	25	economic	economic	ADJ
easat-6133	103	26	context	context	NOUN
easat-6133	103	27	:	:	PUNCT
easat-6133	103	28	the	the	DET
easat-6133	103	29	employment	employment	NOUN
easat-6133	103	30	rate	rate	NOUN
easat-6133	103	31	,	,	PUNCT
easat-6133	103	32	calculated	calculate	VERB
easat-6133	103	33	as	as	ADP
easat-6133	103	34	the	the	DET
easat-6133	103	35	ratio	ratio	NOUN
easat-6133	103	36	of	of	ADP
easat-6133	103	37	employed	employ	VERB
easat-6133	103	38	individuals	individual	NOUN
easat-6133	103	39	to	to	ADP
easat-6133	103	40	the	the	DET
easat-6133	103	41	total	total	ADJ
easat-6133	103	42	labor	labor	NOUN
easat-6133	103	43	force	force	NOUN
easat-6133	103	44	,	,	PUNCT
easat-6133	103	45	is	be	AUX
easat-6133	103	46	a	a	DET
easat-6133	103	47	suitable	suitable	ADJ
easat-6133	103	48	output	output	NOUN
easat-6133	103	49	variable	variable	NOUN
easat-6133	103	50	for	for	ADP
easat-6133	103	51	thailand	thailand	PROPN
easat-6133	103	52	,	,	PUNCT
easat-6133	103	53	which	which	PRON
easat-6133	103	54	has	have	VERB
easat-6133	103	55	a	a	DET
easat-6133	103	56	significant	significant	ADJ
easat-6133	103	57	agricultural	agricultural	ADJ
easat-6133	103	58	sector	sector	NOUN
easat-6133	103	59	.	.	PUNCT
easat-6133	104	1	employment	employment	NOUN
easat-6133	104	2	in	in	ADP
easat-6133	104	3	agriculture	agriculture	NOUN
easat-6133	104	4	may	may	AUX
easat-6133	104	5	not	not	PART
easat-6133	104	6	always	always	ADV
easat-6133	104	7	translate	translate	VERB
easat-6133	104	8	into	into	ADP
easat-6133	104	9	formal	formal	ADJ
easat-6133	104	10	job	job	NOUN
easat-6133	104	11	creation	creation	NOUN
easat-6133	104	12	,	,	PUNCT
easat-6133	104	13	yet	yet	CCONJ
easat-6133	104	14	it	it	PRON
easat-6133	104	15	still	still	ADV
easat-6133	104	16	contributes	contribute	VERB
easat-6133	104	17	to	to	PART
easat-6133	104	18	gpp	gpp	VERB
easat-6133	104	19	.	.	PUNCT
easat-6133	104	20	"	"	PUNCT
easat-6133	105	1	(	(	PUNCT
easat-6133	105	2	key	key	ADJ
easat-6133	105	3	informant	informant	NOUN
easat-6133	105	4	no	no	NOUN
easat-6133	105	5	.	.	NOUN
easat-6133	105	6	4	4	NUM
easat-6133	105	7	,	,	PUNCT
easat-6133	105	8	2024	2024	NUM
easat-6133	105	9	)	)	PUNCT
easat-6133	105	10	these	these	DET
easat-6133	105	11	insights	insight	NOUN
easat-6133	105	12	suggest	suggest	VERB
easat-6133	105	13	that	that	SCONJ
easat-6133	105	14	a	a	DET
easat-6133	105	15	comprehensive	comprehensive	ADJ
easat-6133	105	16	evaluation	evaluation	NOUN
easat-6133	105	17	of	of	ADP
easat-6133	105	18	government	government	NOUN
easat-6133	105	19	budget	budget	NOUN
easat-6133	105	20	efficiency	efficiency	NOUN
easat-6133	105	21	should	should	AUX
easat-6133	105	22	consider	consider	VERB
easat-6133	105	23	both	both	PRON
easat-6133	105	24	economic	economic	ADJ
easat-6133	105	25	prosperity	prosperity	NOUN
easat-6133	105	26	and	and	CCONJ
easat-6133	105	27	social	social	ADJ
easat-6133	105	28	well	well	ADV
easat-6133	105	29	-	-	PUNCT
easat-6133	105	30	being	being	NOUN
easat-6133	105	31	,	,	PUNCT
easat-6133	105	32	ensuring	ensure	VERB
easat-6133	105	33	a	a	DET
easat-6133	105	34	balanced	balanced	ADJ
easat-6133	105	35	assessment	assessment	NOUN
easat-6133	105	36	of	of	ADP
easat-6133	105	37	provincial	provincial	ADJ
easat-6133	105	38	development	development	NOUN
easat-6133	105	39	.	.	PUNCT
easat-6133	106	1	4.3	4.3	NUM
easat-6133	106	2	.	.	PUNCT
easat-6133	107	1	environmental	environmental	ADJ
easat-6133	107	2	factors	factor	NOUN
easat-6133	107	3	key	key	ADJ
easat-6133	107	4	informants	informant	NOUN
easat-6133	107	5	identified	identify	VERB
easat-6133	107	6	population	population	NOUN
easat-6133	107	7	density	density	NOUN
easat-6133	107	8	,	,	PUNCT
easat-6133	107	9	unemployment	unemployment	NOUN
easat-6133	107	10	rate	rate	NOUN
easat-6133	107	11	,	,	PUNCT
easat-6133	107	12	and	and	CCONJ
easat-6133	107	13	average	average	ADJ
easat-6133	107	14	years	year	NOUN
easat-6133	107	15	of	of	ADP
easat-6133	107	16	schooling	schooling	NOUN
easat-6133	107	17	as	as	ADP
easat-6133	107	18	key	key	ADJ
easat-6133	107	19	environmental	environmental	ADJ
easat-6133	107	20	factors	factor	NOUN
easat-6133	107	21	influencing	influence	VERB
easat-6133	107	22	the	the	DET
easat-6133	107	23	efficiency	efficiency	NOUN
easat-6133	107	24	of	of	ADP
easat-6133	107	25	government	government	NOUN
easat-6133	107	26	budget	budget	NOUN
easat-6133	107	27	spending	spending	NOUN
easat-6133	107	28	at	at	ADP
easat-6133	107	29	the	the	DET
easat-6133	107	30	provincial	provincial	ADJ
easat-6133	107	31	970	970	NUM
easat-6133	107	32	edelweiss	edelweiss	PROPN
easat-6133	107	33	applied	apply	VERB
easat-6133	107	34	science	science	NOUN
easat-6133	107	35	and	and	CCONJ
easat-6133	107	36	technology	technology	NOUN
easat-6133	107	37	issn	issn	PROPN
easat-6133	107	38	:	:	PUNCT
easat-6133	107	39	2576	2576	NUM
easat-6133	107	40	-	-	SYM
easat-6133	107	41	8484	8484	NUM
easat-6133	107	42	vol	vol	NOUN
easat-6133	107	43	.	.	PROPN
easat-6133	108	1	9	9	NUM
easat-6133	108	2	,	,	PUNCT
easat-6133	108	3	no	no	INTJ
easat-6133	108	4	.	.	NOUN
easat-6133	109	1	4	4	NUM
easat-6133	109	2	:	:	PUNCT
easat-6133	109	3	966	966	NUM
easat-6133	109	4	-	-	SYM
easat-6133	109	5	974	974	NUM
easat-6133	109	6	,	,	PUNCT
easat-6133	109	7	2025	2025	NUM
easat-6133	109	8	doi	doi	NOUN
easat-6133	109	9	:	:	PUNCT
easat-6133	109	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	109	11	©	©	PROPN
easat-6133	109	12	2025	2025	NUM
easat-6133	109	13	by	by	ADP
easat-6133	109	14	the	the	DET
easat-6133	109	15	authors	author	NOUN
easat-6133	109	16	;	;	PUNCT
easat-6133	109	17	licensee	licensee	PROPN
easat-6133	109	18	learning	learn	VERB
easat-6133	109	19	gate	gate	NOUN
easat-6133	109	20	level	level	NOUN
easat-6133	109	21	.	.	PUNCT
easat-6133	110	1	these	these	DET
easat-6133	110	2	factors	factor	NOUN
easat-6133	110	3	impact	impact	VERB
easat-6133	110	4	how	how	SCONJ
easat-6133	110	5	effectively	effectively	ADV
easat-6133	110	6	government	government	NOUN
easat-6133	110	7	resources	resource	NOUN
easat-6133	110	8	are	be	AUX
easat-6133	110	9	utilized	utilize	VERB
easat-6133	110	10	in	in	ADP
easat-6133	110	11	different	different	ADJ
easat-6133	110	12	spatial	spatial	ADJ
easat-6133	110	13	contexts	contexts	NOUN
easat-6133	110	14	.	.	PUNCT
easat-6133	111	1	one	one	NUM
easat-6133	111	2	informant	informant	NOUN
easat-6133	111	3	emphasized	emphasize	VERB
easat-6133	111	4	the	the	DET
easat-6133	111	5	role	role	NOUN
easat-6133	111	6	of	of	ADP
easat-6133	111	7	education	education	NOUN
easat-6133	111	8	in	in	ADP
easat-6133	111	9	ensuring	ensure	VERB
easat-6133	111	10	the	the	DET
easat-6133	111	11	success	success	NOUN
easat-6133	111	12	of	of	ADP
easat-6133	111	13	government	government	NOUN
easat-6133	111	14	initiatives	initiative	NOUN
easat-6133	111	15	:	:	PUNCT
easat-6133	111	16	"	"	PUNCT
easat-6133	111	17	the	the	DET
easat-6133	111	18	education	education	NOUN
easat-6133	111	19	level	level	NOUN
easat-6133	111	20	of	of	ADP
easat-6133	111	21	local	local	ADJ
easat-6133	111	22	residents	resident	NOUN
easat-6133	111	23	is	be	AUX
easat-6133	111	24	crucial	crucial	ADJ
easat-6133	111	25	.	.	PUNCT
easat-6133	112	1	if	if	SCONJ
easat-6133	112	2	the	the	DET
easat-6133	112	3	government	government	NOUN
easat-6133	112	4	implements	implement	VERB
easat-6133	112	5	various	various	ADJ
easat-6133	112	6	projects	project	NOUN
easat-6133	112	7	in	in	ADP
easat-6133	112	8	a	a	DET
easat-6133	112	9	province	province	NOUN
easat-6133	112	10	,	,	PUNCT
easat-6133	112	11	people	people	NOUN
easat-6133	112	12	with	with	ADP
easat-6133	112	13	higher	high	ADJ
easat-6133	112	14	education	education	NOUN
easat-6133	112	15	levels	level	NOUN
easat-6133	112	16	will	will	AUX
easat-6133	112	17	be	be	AUX
easat-6133	112	18	more	more	ADV
easat-6133	112	19	capable	capable	ADJ
easat-6133	112	20	of	of	ADP
easat-6133	112	21	participating	participate	VERB
easat-6133	112	22	in	in	ADP
easat-6133	112	23	these	these	DET
easat-6133	112	24	projects	project	NOUN
easat-6133	112	25	,	,	PUNCT
easat-6133	112	26	increasing	increase	VERB
easat-6133	112	27	the	the	DET
easat-6133	112	28	likelihood	likelihood	NOUN
easat-6133	112	29	of	of	ADP
easat-6133	112	30	achieving	achieve	VERB
easat-6133	112	31	the	the	DET
easat-6133	112	32	intended	intend	VERB
easat-6133	112	33	goals	goal	NOUN
easat-6133	112	34	and	and	CCONJ
easat-6133	112	35	objectives	objective	NOUN
easat-6133	112	36	.	.	PUNCT
easat-6133	112	37	"	"	PUNCT
easat-6133	113	1	(	(	PUNCT
easat-6133	113	2	key	key	ADJ
easat-6133	113	3	informant	informant	NOUN
easat-6133	113	4	no	no	NOUN
easat-6133	113	5	.	.	NOUN
easat-6133	113	6	9	9	NUM
easat-6133	113	7	,	,	PUNCT
easat-6133	113	8	2024	2024	NUM
easat-6133	113	9	)	)	PUNCT
easat-6133	113	10	regarding	regard	VERB
easat-6133	113	11	population	population	NOUN
easat-6133	113	12	density	density	NOUN
easat-6133	113	13	,	,	PUNCT
easat-6133	113	14	another	another	DET
easat-6133	113	15	informant	informant	NOUN
easat-6133	113	16	highlighted	highlight	VERB
easat-6133	113	17	its	its	PRON
easat-6133	113	18	significance	significance	NOUN
easat-6133	113	19	as	as	ADP
easat-6133	113	20	an	an	DET
easat-6133	113	21	environmental	environmental	ADJ
easat-6133	113	22	factor	factor	NOUN
easat-6133	113	23	,	,	PUNCT
easat-6133	113	24	particularly	particularly	ADV
easat-6133	113	25	in	in	ADP
easat-6133	113	26	the	the	DET
easat-6133	113	27	context	context	NOUN
easat-6133	113	28	of	of	ADP
easat-6133	113	29	budget	budget	NOUN
easat-6133	113	30	allocation	allocation	NOUN
easat-6133	113	31	:	:	PUNCT
easat-6133	113	32	population	population	NOUN
easat-6133	113	33	density	density	NOUN
easat-6133	113	34	influences	influence	VERB
easat-6133	113	35	the	the	DET
easat-6133	113	36	efficiency	efficiency	NOUN
easat-6133	113	37	of	of	ADP
easat-6133	113	38	government	government	NOUN
easat-6133	113	39	budget	budget	NOUN
easat-6133	113	40	spending	spending	NOUN
easat-6133	113	41	at	at	ADP
easat-6133	113	42	the	the	DET
easat-6133	113	43	provincial	provincial	ADJ
easat-6133	113	44	level	level	NOUN
easat-6133	113	45	.	.	PUNCT
easat-6133	114	1	using	use	VERB
easat-6133	114	2	official	official	ADJ
easat-6133	114	3	population	population	NOUN
easat-6133	114	4	data	datum	NOUN
easat-6133	114	5	from	from	ADP
easat-6133	114	6	the	the	DET
easat-6133	114	7	department	department	NOUN
easat-6133	114	8	of	of	ADP
easat-6133	114	9	provincial	provincial	ADJ
easat-6133	114	10	administration	administration	NOUN
easat-6133	114	11	is	be	AUX
easat-6133	114	12	more	more	ADV
easat-6133	114	13	appropriate	appropriate	ADJ
easat-6133	114	14	than	than	ADP
easat-6133	114	15	including	include	VERB
easat-6133	114	16	the	the	DET
easat-6133	114	17	latent	latent	NOUN
easat-6133	114	18	population	population	NOUN
easat-6133	114	19	,	,	PUNCT
easat-6133	114	20	as	as	SCONJ
easat-6133	114	21	the	the	DET
easat-6133	114	22	latter	latter	ADJ
easat-6133	114	23	fluctuates	fluctuate	NOUN
easat-6133	114	24	rapidly	rapidly	ADV
easat-6133	114	25	due	due	ADP
easat-6133	114	26	to	to	ADP
easat-6133	114	27	migration	migration	NOUN
easat-6133	114	28	and	and	CCONJ
easat-6133	114	29	is	be	AUX
easat-6133	114	30	difficult	difficult	ADJ
easat-6133	114	31	to	to	PART
easat-6133	114	32	predict	predict	VERB
easat-6133	114	33	with	with	ADP
easat-6133	114	34	certainty	certainty	NOUN
easat-6133	114	35	.	.	PUNCT
easat-6133	114	36	"	"	PUNCT
easat-6133	115	1	(	(	PUNCT
easat-6133	115	2	key	key	ADJ
easat-6133	115	3	informant	informant	NOUN
easat-6133	115	4	no	no	NOUN
easat-6133	115	5	.	.	NOUN
easat-6133	115	6	1	1	NUM
easat-6133	115	7	,	,	PUNCT
easat-6133	115	8	2024	2024	NUM
easat-6133	115	9	)	)	PUNCT
easat-6133	115	10	the	the	DET
easat-6133	115	11	unemployment	unemployment	NOUN
easat-6133	115	12	rate	rate	NOUN
easat-6133	115	13	was	be	AUX
easat-6133	115	14	also	also	ADV
easat-6133	115	15	noted	note	VERB
easat-6133	115	16	as	as	ADP
easat-6133	115	17	a	a	DET
easat-6133	115	18	crucial	crucial	ADJ
easat-6133	115	19	factor	factor	NOUN
easat-6133	115	20	in	in	ADP
easat-6133	115	21	assessing	assess	VERB
easat-6133	115	22	budget	budget	NOUN
easat-6133	115	23	efficiency	efficiency	NOUN
easat-6133	115	24	:	:	PUNCT
easat-6133	115	25	"	"	PUNCT
easat-6133	115	26	i	i	PRON
easat-6133	115	27	agree	agree	VERB
easat-6133	115	28	that	that	SCONJ
easat-6133	115	29	the	the	DET
easat-6133	115	30	unemployment	unemployment	NOUN
easat-6133	115	31	rate	rate	NOUN
easat-6133	115	32	should	should	AUX
easat-6133	115	33	be	be	AUX
easat-6133	115	34	considered	consider	VERB
easat-6133	115	35	.	.	PUNCT
easat-6133	116	1	budget	budget	NOUN
easat-6133	116	2	allocation	allocation	NOUN
easat-6133	116	3	should	should	AUX
easat-6133	116	4	consider	consider	VERB
easat-6133	116	5	not	not	PART
easat-6133	116	6	only	only	ADV
easat-6133	116	7	population	population	NOUN
easat-6133	116	8	size	size	NOUN
easat-6133	116	9	but	but	CCONJ
easat-6133	116	10	also	also	ADV
easat-6133	116	11	the	the	DET
easat-6133	116	12	level	level	NOUN
easat-6133	116	13	of	of	ADP
easat-6133	116	14	unemployment	unemployment	NOUN
easat-6133	116	15	.	.	PUNCT
easat-6133	117	1	a	a	DET
easat-6133	117	2	high	high	ADJ
easat-6133	117	3	unemployment	unemployment	NOUN
easat-6133	117	4	rate	rate	NOUN
easat-6133	117	5	affects	affect	VERB
easat-6133	117	6	economic	economic	ADJ
easat-6133	117	7	growth	growth	NOUN
easat-6133	117	8	and	and	CCONJ
easat-6133	117	9	serves	serve	VERB
easat-6133	117	10	as	as	ADP
easat-6133	117	11	an	an	DET
easat-6133	117	12	indicator	indicator	NOUN
easat-6133	117	13	of	of	ADP
easat-6133	117	14	the	the	DET
easat-6133	117	15	efficiency	efficiency	NOUN
easat-6133	117	16	of	of	ADP
easat-6133	117	17	government	government	NOUN
easat-6133	117	18	budget	budget	NOUN
easat-6133	117	19	spending	spending	NOUN
easat-6133	117	20	.	.	PUNCT
easat-6133	117	21	"	"	PUNCT
easat-6133	118	1	(	(	PUNCT
easat-6133	118	2	key	key	ADJ
easat-6133	118	3	informant	informant	NOUN
easat-6133	118	4	no	no	NOUN
easat-6133	118	5	.	.	NOUN
easat-6133	118	6	2	2	NUM
easat-6133	118	7	,	,	PUNCT
easat-6133	118	8	2024	2024	NUM
easat-6133	118	9	)	)	PUNCT
easat-6133	118	10	these	these	DET
easat-6133	118	11	insights	insight	NOUN
easat-6133	118	12	suggest	suggest	VERB
easat-6133	118	13	that	that	SCONJ
easat-6133	118	14	evaluating	evaluate	VERB
easat-6133	118	15	budget	budget	NOUN
easat-6133	118	16	efficiency	efficiency	NOUN
easat-6133	118	17	requires	require	VERB
easat-6133	118	18	considering	consider	VERB
easat-6133	118	19	both	both	CCONJ
easat-6133	118	20	structural	structural	ADJ
easat-6133	118	21	and	and	CCONJ
easat-6133	118	22	socio	socio	NOUN
easat-6133	118	23	-	-	PUNCT
easat-6133	118	24	economic	economic	ADJ
easat-6133	118	25	conditions	condition	NOUN
easat-6133	118	26	that	that	PRON
easat-6133	118	27	influence	influence	VERB
easat-6133	118	28	the	the	DET
easat-6133	118	29	effectiveness	effectiveness	NOUN
easat-6133	118	30	of	of	ADP
easat-6133	118	31	government	government	NOUN
easat-6133	118	32	spending	spending	NOUN
easat-6133	118	33	across	across	ADP
easat-6133	118	34	provinces	province	NOUN
easat-6133	118	35	.	.	PUNCT
easat-6133	119	1	the	the	DET
easat-6133	119	2	analysis	analysis	NOUN
easat-6133	119	3	revealed	reveal	VERB
easat-6133	119	4	two	two	NUM
easat-6133	119	5	input	input	NOUN
easat-6133	119	6	factors	factor	NOUN
easat-6133	119	7	:	:	PUNCT
easat-6133	119	8	total	total	ADJ
easat-6133	119	9	budget	budget	NOUN
easat-6133	119	10	expenditure	expenditure	NOUN
easat-6133	119	11	and	and	CCONJ
easat-6133	119	12	total	total	ADJ
easat-6133	119	13	budget	budget	NOUN
easat-6133	119	14	expenditure	expenditure	NOUN
easat-6133	119	15	per	per	ADP
easat-6133	119	16	capita	capita	NOUN
easat-6133	119	17	.	.	PUNCT
easat-6133	120	1	these	these	DET
easat-6133	120	2	factors	factor	NOUN
easat-6133	120	3	serve	serve	VERB
easat-6133	120	4	as	as	ADP
easat-6133	120	5	indicators	indicator	NOUN
easat-6133	120	6	reflecting	reflect	VERB
easat-6133	120	7	the	the	DET
easat-6133	120	8	resources	resource	NOUN
easat-6133	120	9	allocated	allocate	VERB
easat-6133	120	10	by	by	ADP
easat-6133	120	11	the	the	DET
easat-6133	120	12	government	government	NOUN
easat-6133	120	13	to	to	ADP
easat-6133	120	14	each	each	DET
easat-6133	120	15	province	province	NOUN
easat-6133	120	16	,	,	PUNCT
easat-6133	120	17	which	which	PRON
easat-6133	120	18	influence	influence	VERB
easat-6133	120	19	the	the	DET
easat-6133	120	20	efficiency	efficiency	NOUN
easat-6133	120	21	of	of	ADP
easat-6133	120	22	budget	budget	NOUN
easat-6133	120	23	spending	spending	NOUN
easat-6133	120	24	.	.	PUNCT
easat-6133	121	1	for	for	ADP
easat-6133	121	2	output	output	NOUN
easat-6133	121	3	factors	factor	NOUN
easat-6133	121	4	,	,	PUNCT
easat-6133	121	5	five	five	NUM
easat-6133	121	6	variables	variable	NOUN
easat-6133	121	7	were	be	AUX
easat-6133	121	8	identified	identify	VERB
easat-6133	121	9	:	:	PUNCT
easat-6133	121	10	provincial	provincial	ADJ
easat-6133	121	11	gross	gross	ADJ
easat-6133	121	12	product	product	NOUN
easat-6133	121	13	,	,	PUNCT
easat-6133	121	14	proportion	proportion	NOUN
easat-6133	121	15	of	of	ADP
easat-6133	121	16	poor	poor	ADJ
easat-6133	121	17	people	people	NOUN
easat-6133	121	18	,	,	PUNCT
easat-6133	121	19	coefficient	coefficient	NOUN
easat-6133	121	20	of	of	ADP
easat-6133	121	21	income	income	NOUN
easat-6133	121	22	inequality	inequality	NOUN
easat-6133	121	23	,	,	PUNCT
easat-6133	121	24	employment	employment	NOUN
easat-6133	121	25	rate	rate	NOUN
easat-6133	121	26	,	,	PUNCT
easat-6133	121	27	and	and	CCONJ
easat-6133	121	28	crime	crime	NOUN
easat-6133	121	29	cases	case	NOUN
easat-6133	121	30	.	.	PUNCT
easat-6133	122	1	these	these	DET
easat-6133	122	2	variables	variable	NOUN
easat-6133	122	3	reflect	reflect	VERB
easat-6133	122	4	the	the	DET
easat-6133	122	5	outcomes	outcome	NOUN
easat-6133	122	6	of	of	ADP
easat-6133	122	7	budget	budget	NOUN
easat-6133	122	8	spending	spending	NOUN
easat-6133	122	9	that	that	PRON
easat-6133	122	10	impact	impact	VERB
easat-6133	122	11	the	the	DET
easat-6133	122	12	province	province	NOUN
easat-6133	122	13	's	's	PART
easat-6133	122	14	economy	economy	NOUN
easat-6133	122	15	and	and	CCONJ
easat-6133	122	16	society	society	NOUN
easat-6133	122	17	.	.	PUNCT
easat-6133	123	1	environmental	environmental	ADJ
easat-6133	123	2	factors	factor	NOUN
easat-6133	123	3	included	include	VERB
easat-6133	123	4	three	three	NUM
easat-6133	123	5	variables	variable	NOUN
easat-6133	123	6	:	:	PUNCT
easat-6133	123	7	population	population	NOUN
easat-6133	123	8	density	density	NOUN
easat-6133	123	9	,	,	PUNCT
easat-6133	123	10	average	average	ADJ
easat-6133	123	11	years	year	NOUN
easat-6133	123	12	of	of	ADP
easat-6133	123	13	education	education	NOUN
easat-6133	123	14	,	,	PUNCT
easat-6133	123	15	and	and	CCONJ
easat-6133	123	16	unemployment	unemployment	NOUN
easat-6133	123	17	rate	rate	NOUN
easat-6133	123	18	.	.	PUNCT
easat-6133	124	1	while	while	SCONJ
easat-6133	124	2	these	these	DET
easat-6133	124	3	factors	factor	NOUN
easat-6133	124	4	can	can	AUX
easat-6133	124	5	affect	affect	VERB
easat-6133	124	6	the	the	DET
easat-6133	124	7	efficiency	efficiency	NOUN
easat-6133	124	8	of	of	ADP
easat-6133	124	9	budget	budget	NOUN
easat-6133	124	10	spending	spending	NOUN
easat-6133	124	11	,	,	PUNCT
easat-6133	124	12	they	they	PRON
easat-6133	124	13	are	be	AUX
easat-6133	124	14	not	not	PART
easat-6133	124	15	directly	directly	ADV
easat-6133	124	16	controlled	control	VERB
easat-6133	124	17	by	by	ADP
easat-6133	124	18	the	the	DET
easat-6133	124	19	government	government	NOUN
easat-6133	124	20	.	.	PUNCT
easat-6133	125	1	furthermore	furthermore	ADV
easat-6133	125	2	,	,	PUNCT
easat-6133	125	3	input	input	NOUN
easat-6133	125	4	factors	factor	NOUN
easat-6133	125	5	such	such	ADJ
easat-6133	125	6	as	as	ADP
easat-6133	125	7	allocated	allocate	VERB
easat-6133	125	8	budget	budget	NOUN
easat-6133	125	9	and	and	CCONJ
easat-6133	125	10	output	output	NOUN
easat-6133	125	11	factors	factor	NOUN
easat-6133	125	12	such	such	ADJ
easat-6133	125	13	as	as	ADP
easat-6133	125	14	economic	economic	ADJ
easat-6133	125	15	growth	growth	NOUN
easat-6133	125	16	and	and	CCONJ
easat-6133	125	17	income	income	NOUN
easat-6133	125	18	inequality	inequality	NOUN
easat-6133	125	19	are	be	AUX
easat-6133	125	20	closely	closely	ADV
easat-6133	125	21	linked	link	VERB
easat-6133	125	22	to	to	ADP
easat-6133	125	23	the	the	DET
easat-6133	125	24	efficiency	efficiency	NOUN
easat-6133	125	25	of	of	ADP
easat-6133	125	26	government	government	NOUN
easat-6133	125	27	budget	budget	NOUN
easat-6133	125	28	spending	spending	NOUN
easat-6133	125	29	in	in	ADP
easat-6133	125	30	thailand	thailand	PROPN
easat-6133	125	31	.	.	PUNCT
easat-6133	126	1	this	this	DET
easat-6133	126	2	finding	finding	NOUN
easat-6133	126	3	aligns	align	VERB
easat-6133	126	4	with	with	ADP
easat-6133	126	5	the	the	DET
easat-6133	126	6	relationship	relationship	NOUN
easat-6133	126	7	between	between	ADP
easat-6133	126	8	budget	budget	NOUN
easat-6133	126	9	allocation	allocation	NOUN
easat-6133	126	10	and	and	CCONJ
easat-6133	126	11	actual	actual	ADJ
easat-6133	126	12	spending	spending	NOUN
easat-6133	126	13	in	in	ADP
easat-6133	126	14	government	government	NOUN
easat-6133	126	15	organizations	organization	NOUN
easat-6133	126	16	.	.	PUNCT
easat-6133	127	1	for	for	ADP
easat-6133	127	2	instance	instance	NOUN
easat-6133	127	3	,	,	PUNCT
easat-6133	127	4	[	[	X
easat-6133	127	5	20	20	NUM
easat-6133	127	6	]	]	PUNCT
easat-6133	127	7	demonstrated	demonstrate	VERB
easat-6133	127	8	that	that	SCONJ
easat-6133	127	9	the	the	DET
easat-6133	127	10	budget	budget	NOUN
easat-6133	127	11	allocated	allocate	VERB
easat-6133	127	12	to	to	ADP
easat-6133	127	13	educational	educational	ADJ
easat-6133	127	14	organizations	organization	NOUN
easat-6133	127	15	influences	influence	VERB
easat-6133	127	16	the	the	DET
easat-6133	127	17	quality	quality	NOUN
easat-6133	127	18	of	of	ADP
easat-6133	127	19	education	education	NOUN
easat-6133	127	20	and	and	CCONJ
easat-6133	127	21	the	the	DET
easat-6133	127	22	development	development	NOUN
easat-6133	127	23	of	of	ADP
easat-6133	127	24	human	human	ADJ
easat-6133	127	25	capital	capital	NOUN
easat-6133	127	26	.	.	PUNCT
easat-6133	128	1	klanpreecha	klanpreecha	PROPN
easat-6133	129	1	[	[	X
easat-6133	129	2	21	21	NUM
easat-6133	129	3	]	]	PUNCT
easat-6133	129	4	showed	show	VERB
easat-6133	129	5	that	that	SCONJ
easat-6133	129	6	differences	difference	NOUN
easat-6133	129	7	across	across	ADP
easat-6133	129	8	agencies	agency	NOUN
easat-6133	129	9	affect	affect	VERB
easat-6133	129	10	the	the	DET
easat-6133	129	11	efficiency	efficiency	NOUN
easat-6133	129	12	of	of	ADP
easat-6133	129	13	budget	budget	NOUN
easat-6133	129	14	disbursement	disbursement	NOUN
easat-6133	129	15	,	,	PUNCT
easat-6133	129	16	highlighting	highlight	VERB
easat-6133	129	17	how	how	SCONJ
easat-6133	129	18	internal	internal	ADJ
easat-6133	129	19	factors	factor	NOUN
easat-6133	129	20	within	within	ADP
easat-6133	129	21	an	an	DET
easat-6133	129	22	agency	agency	NOUN
easat-6133	129	23	impact	impact	NOUN
easat-6133	129	24	the	the	DET
easat-6133	129	25	effective	effective	ADJ
easat-6133	129	26	use	use	NOUN
easat-6133	129	27	of	of	ADP
easat-6133	129	28	the	the	DET
easat-6133	129	29	budget	budget	NOUN
easat-6133	129	30	.	.	PUNCT
easat-6133	130	1	suksai	suksai	ADJ
easat-6133	131	1	[	[	X
easat-6133	131	2	22	22	NUM
easat-6133	131	3	]	]	PUNCT
easat-6133	131	4	which	which	PRON
easat-6133	131	5	analyzed	analyze	VERB
easat-6133	131	6	the	the	DET
easat-6133	131	7	relationship	relationship	NOUN
easat-6133	131	8	between	between	ADP
easat-6133	131	9	government	government	NOUN
easat-6133	131	10	investment	investment	NOUN
easat-6133	131	11	and	and	CCONJ
easat-6133	131	12	economic	economic	ADJ
easat-6133	131	13	growth	growth	NOUN
easat-6133	131	14	using	use	VERB
easat-6133	131	15	36	36	NUM
easat-6133	131	16	quarters	quarter	NOUN
easat-6133	131	17	of	of	ADP
easat-6133	131	18	retrospective	retrospective	ADJ
easat-6133	131	19	data	datum	NOUN
easat-6133	131	20	,	,	PUNCT
easat-6133	131	21	found	find	VERB
easat-6133	131	22	that	that	SCONJ
easat-6133	131	23	government	government	NOUN
easat-6133	131	24	investment	investment	NOUN
easat-6133	131	25	has	have	VERB
easat-6133	131	26	both	both	DET
easat-6133	131	27	shortand	shortand	NOUN
easat-6133	131	28	long	long	ADJ
easat-6133	131	29	-	-	PUNCT
easat-6133	131	30	term	term	NOUN
easat-6133	131	31	effects	effect	NOUN
easat-6133	131	32	on	on	ADP
easat-6133	131	33	economic	economic	ADJ
easat-6133	131	34	growth	growth	NOUN
easat-6133	131	35	.	.	PUNCT
easat-6133	132	1	additionally	additionally	ADV
easat-6133	132	2	,	,	PUNCT
easat-6133	132	3	soktiyanurak	soktiyanurak	NOUN
easat-6133	132	4	and	and	CCONJ
easat-6133	132	5	riabroy	riabroy	ADJ
easat-6133	132	6	[	[	X
easat-6133	132	7	23	23	NUM
easat-6133	132	8	]	]	PUNCT
easat-6133	132	9	analyzed	analyze	VERB
easat-6133	132	10	the	the	DET
easat-6133	132	11	impact	impact	NOUN
easat-6133	132	12	of	of	ADP
easat-6133	132	13	government	government	NOUN
easat-6133	132	14	budget	budget	NOUN
easat-6133	132	15	spending	spending	NOUN
easat-6133	132	16	on	on	ADP
easat-6133	132	17	economic	economic	ADJ
easat-6133	132	18	inequality	inequality	NOUN
easat-6133	132	19	in	in	ADP
easat-6133	132	20	thailand	thailand	PROPN
easat-6133	132	21	using	use	VERB
easat-6133	132	22	data	datum	NOUN
easat-6133	132	23	from	from	ADP
easat-6133	132	24	2000	2000	NUM
easat-6133	132	25	-	-	SYM
easat-6133	132	26	2015	2015	NUM
easat-6133	132	27	,	,	PUNCT
easat-6133	132	28	concluded	conclude	VERB
easat-6133	132	29	that	that	SCONJ
easat-6133	132	30	government	government	NOUN
easat-6133	132	31	spending	spending	NOUN
easat-6133	132	32	influences	influence	NOUN
easat-6133	132	33	income	income	NOUN
easat-6133	132	34	distribution	distribution	NOUN
easat-6133	132	35	inequality	inequality	NOUN
easat-6133	132	36	.	.	PUNCT
easat-6133	133	1	4.4	4.4	NUM
easat-6133	133	2	.	.	PUNCT
easat-6133	133	3	assessment	assessment	NOUN
easat-6133	133	4	of	of	ADP
easat-6133	133	5	government	government	NOUN
easat-6133	133	6	budget	budget	NOUN
easat-6133	133	7	expenditure	expenditure	NOUN
easat-6133	133	8	efficiency	efficiency	NOUN
easat-6133	133	9	scores	score	NOUN
easat-6133	133	10	for	for	ADP
easat-6133	133	11	76	76	NUM
easat-6133	133	12	provinces	province	NOUN
easat-6133	133	13	,	,	PUNCT
easat-6133	133	14	excluding	exclude	VERB
easat-6133	133	15	bangkok	bangkok	PROPN
easat-6133	133	16	evaluation	evaluation	NOUN
easat-6133	133	17	of	of	ADP
easat-6133	133	18	the	the	DET
easat-6133	133	19	government	government	NOUN
easat-6133	133	20	budget	budget	NOUN
easat-6133	133	21	expenditure	expenditure	NOUN
easat-6133	133	22	efficiency	efficiency	NOUN
easat-6133	133	23	scores	score	NOUN
easat-6133	133	24	for	for	ADP
easat-6133	133	25	76	76	NUM
easat-6133	133	26	provinces	province	NOUN
easat-6133	133	27	,	,	PUNCT
easat-6133	133	28	excluding	exclude	VERB
easat-6133	133	29	bangkok	bangkok	PROPN
easat-6133	133	30	,	,	PUNCT
easat-6133	133	31	was	be	AUX
easat-6133	133	32	conducted	conduct	VERB
easat-6133	133	33	using	use	VERB
easat-6133	133	34	input	input	NOUN
easat-6133	133	35	and	and	CCONJ
easat-6133	133	36	output	output	NOUN
easat-6133	133	37	variables	variable	NOUN
easat-6133	133	38	selected	select	VERB
easat-6133	133	39	based	base	VERB
easat-6133	133	40	on	on	ADP
easat-6133	133	41	the	the	DET
easat-6133	133	42	content	content	NOUN
easat-6133	133	43	validity	validity	NOUN
easat-6133	133	44	index	index	NOUN
easat-6133	133	45	criteria	criterion	NOUN
easat-6133	133	46	.	.	PUNCT
easat-6133	134	1	these	these	DET
easat-6133	134	2	variables	variable	NOUN
easat-6133	134	3	were	be	AUX
easat-6133	134	4	used	use	VERB
easat-6133	134	5	to	to	PART
easat-6133	134	6	calculate	calculate	VERB
easat-6133	134	7	the	the	DET
easat-6133	134	8	efficiency	efficiency	NOUN
easat-6133	134	9	scores	score	NOUN
easat-6133	134	10	of	of	ADP
easat-6133	134	11	government	government	NOUN
easat-6133	134	12	budget	budget	NOUN
easat-6133	134	13	expenditure	expenditure	NOUN
easat-6133	134	14	across	across	ADP
easat-6133	134	15	the	the	DET
easat-6133	134	16	provinces	province	NOUN
easat-6133	134	17	.	.	PUNCT
easat-6133	135	1	the	the	DET
easat-6133	135	2	analysis	analysis	NOUN
easat-6133	135	3	included	include	VERB
easat-6133	135	4	two	two	NUM
easat-6133	135	5	input	input	NOUN
easat-6133	135	6	variables	variable	NOUN
easat-6133	135	7	:	:	PUNCT
easat-6133	135	8	total	total	ADJ
easat-6133	135	9	budget	budget	NOUN
easat-6133	135	10	expenditure	expenditure	NOUN
easat-6133	135	11	and	and	CCONJ
easat-6133	135	12	total	total	ADJ
easat-6133	135	13	budget	budget	NOUN
easat-6133	135	14	expenditure	expenditure	NOUN
easat-6133	135	15	per	per	ADP
easat-6133	135	16	capita	capita	NOUN
easat-6133	135	17	.	.	PUNCT
easat-6133	136	1	there	there	PRON
easat-6133	136	2	were	be	VERB
easat-6133	136	3	five	five	NUM
easat-6133	136	4	output	output	NOUN
easat-6133	136	5	variables	variable	NOUN
easat-6133	136	6	:	:	PUNCT
easat-6133	136	7	provincial	provincial	ADJ
easat-6133	136	8	gross	gross	ADJ
easat-6133	136	9	product	product	NOUN
easat-6133	136	10	,	,	PUNCT
easat-6133	136	11	proportion	proportion	NOUN
easat-6133	136	12	of	of	ADP
easat-6133	136	13	poor	poor	ADJ
easat-6133	136	14	people	people	NOUN
easat-6133	136	15	,	,	PUNCT
easat-6133	136	16	coefficient	coefficient	NOUN
easat-6133	136	17	of	of	ADP
easat-6133	136	18	income	income	NOUN
easat-6133	136	19	inequality	inequality	NOUN
easat-6133	136	20	,	,	PUNCT
easat-6133	136	21	employment	employment	NOUN
easat-6133	136	22	rate	rate	NOUN
easat-6133	136	23	,	,	PUNCT
easat-6133	136	24	and	and	CCONJ
easat-6133	136	25	crime	crime	NOUN
easat-6133	136	26	cases	case	NOUN
easat-6133	136	27	.	.	PUNCT
easat-6133	137	1	the	the	DET
easat-6133	137	2	efficiency	efficiency	NOUN
easat-6133	137	3	scores	score	NOUN
easat-6133	137	4	were	be	AUX
easat-6133	137	5	calculated	calculate	VERB
easat-6133	137	6	using	use	VERB
easat-6133	137	7	statistical	statistical	ADJ
easat-6133	137	8	data	datum	NOUN
easat-6133	137	9	from	from	ADP
easat-6133	137	10	2017	2017	NUM
easat-6133	137	11	to	to	ADP
easat-6133	137	12	2022	2022	NUM
easat-6133	137	13	,	,	PUNCT
easat-6133	137	14	in	in	ADP
easat-6133	137	15	line	line	NOUN
easat-6133	137	16	with	with	ADP
easat-6133	137	17	the	the	DET
easat-6133	137	18	12th	12th	ADJ
easat-6133	137	19	national	national	ADJ
easat-6133	137	20	economic	economic	ADJ
easat-6133	137	21	and	and	CCONJ
easat-6133	137	22	social	social	ADJ
easat-6133	137	23	development	development	NOUN
easat-6133	137	24	plan	plan	NOUN
easat-6133	137	25	.	.	PUNCT
easat-6133	138	1	the	the	DET
easat-6133	138	2	data	datum	NOUN
easat-6133	138	3	envelopment	envelopment	NOUN
easat-6133	138	4	analysis	analysis	NOUN
easat-6133	138	5	(	(	PUNCT
easat-6133	138	6	dea	dea	NOUN
easat-6133	138	7	)	)	PUNCT
easat-6133	138	8	method	method	NOUN
easat-6133	138	9	was	be	AUX
easat-6133	138	10	applied	apply	VERB
easat-6133	138	11	,	,	PUNCT
easat-6133	138	12	utilizing	utilize	VERB
easat-6133	138	13	both	both	CCONJ
easat-6133	138	14	the	the	DET
easat-6133	138	15	ccr	ccr	PROPN
easat-6133	138	16	model	model	NOUN
easat-6133	138	17	and	and	CCONJ
easat-6133	138	18	bcc	bcc	PROPN
easat-6133	138	19	model	model	NOUN
easat-6133	138	20	from	from	ADP
easat-6133	138	21	the	the	DET
easat-6133	138	22	input	input	NOUN
easat-6133	138	23	-	-	PUNCT
easat-6133	138	24	oriented	orient	VERB
easat-6133	138	25	perspective	perspective	NOUN
easat-6133	138	26	.	.	PUNCT
easat-6133	139	1	the	the	DET
easat-6133	139	2	model	model	NOUN
easat-6133	139	3	971	971	NUM
easat-6133	139	4	edelweiss	edelweiss	PROPN
easat-6133	139	5	applied	apply	VERB
easat-6133	139	6	science	science	NOUN
easat-6133	139	7	and	and	CCONJ
easat-6133	139	8	technology	technology	NOUN
easat-6133	139	9	issn	issn	PROPN
easat-6133	139	10	:	:	PUNCT
easat-6133	139	11	2576	2576	NUM
easat-6133	139	12	-	-	SYM
easat-6133	139	13	8484	8484	NUM
easat-6133	139	14	vol	vol	NOUN
easat-6133	139	15	.	.	PROPN
easat-6133	140	1	9	9	NUM
easat-6133	140	2	,	,	PUNCT
easat-6133	140	3	no	no	INTJ
easat-6133	140	4	.	.	NOUN
easat-6133	141	1	4	4	NUM
easat-6133	141	2	:	:	PUNCT
easat-6133	141	3	966	966	NUM
easat-6133	141	4	-	-	SYM
easat-6133	141	5	974	974	NUM
easat-6133	141	6	,	,	PUNCT
easat-6133	141	7	2025	2025	NUM
easat-6133	141	8	doi	doi	NOUN
easat-6133	141	9	:	:	PUNCT
easat-6133	141	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	141	11	©	©	PROPN
easat-6133	141	12	2025	2025	NUM
easat-6133	141	13	by	by	ADP
easat-6133	141	14	the	the	DET
easat-6133	141	15	authors	author	NOUN
easat-6133	141	16	;	;	PUNCT
easat-6133	141	17	licensee	licensee	PROPN
easat-6133	141	18	learning	learn	VERB
easat-6133	141	19	gate	gate	NOUN
easat-6133	141	20	considered	consider	VERB
easat-6133	141	21	both	both	CCONJ
easat-6133	141	22	economic	economic	ADJ
easat-6133	141	23	and	and	CCONJ
easat-6133	141	24	social	social	ADJ
easat-6133	141	25	output	output	NOUN
easat-6133	141	26	,	,	PUNCT
easat-6133	141	27	with	with	ADP
easat-6133	141	28	input	input	NOUN
easat-6133	141	29	factors	factor	NOUN
easat-6133	141	30	including	include	VERB
easat-6133	141	31	total	total	ADJ
easat-6133	141	32	budget	budget	NOUN
easat-6133	141	33	expenditure	expenditure	NOUN
easat-6133	141	34	per	per	ADP
easat-6133	141	35	capita	capita	NOUN
easat-6133	141	36	,	,	PUNCT
easat-6133	141	37	and	and	CCONJ
easat-6133	141	38	output	output	NOUN
easat-6133	141	39	factors	factor	NOUN
easat-6133	141	40	including	include	VERB
easat-6133	141	41	gross	gross	ADJ
easat-6133	141	42	provincial	provincial	ADJ
easat-6133	141	43	product	product	NOUN
easat-6133	141	44	(	(	PUNCT
easat-6133	141	45	gpp	gpp	NOUN
easat-6133	141	46	)	)	PUNCT
easat-6133	141	47	,	,	PUNCT
easat-6133	141	48	poverty	poverty	NOUN
easat-6133	141	49	rate	rate	NOUN
easat-6133	141	50	,	,	PUNCT
easat-6133	141	51	gini	gini	PROPN
easat-6133	141	52	coefficient	coefficient	PROPN
easat-6133	141	53	,	,	PUNCT
easat-6133	141	54	employment	employment	NOUN
easat-6133	141	55	rate	rate	NOUN
easat-6133	141	56	,	,	PUNCT
easat-6133	141	57	and	and	CCONJ
easat-6133	141	58	crime	crime	NOUN
easat-6133	141	59	cases	case	NOUN
easat-6133	141	60	.	.	PUNCT
easat-6133	142	1	the	the	DET
easat-6133	142	2	calculation	calculation	NOUN
easat-6133	142	3	results	result	NOUN
easat-6133	142	4	based	base	VERB
easat-6133	142	5	on	on	ADP
easat-6133	142	6	this	this	DET
easat-6133	142	7	model	model	NOUN
easat-6133	142	8	are	be	AUX
easat-6133	142	9	presented	present	VERB
easat-6133	142	10	in	in	ADP
easat-6133	142	11	table	table	NOUN
easat-6133	142	12	1	1	NUM
easat-6133	142	13	.	.	PUNCT
easat-6133	143	1	the	the	DET
easat-6133	143	2	calculation	calculation	NOUN
easat-6133	143	3	of	of	ADP
easat-6133	143	4	the	the	DET
easat-6133	143	5	government	government	NOUN
easat-6133	143	6	budget	budget	NOUN
easat-6133	143	7	expenditure	expenditure	NOUN
easat-6133	143	8	efficiency	efficiency	NOUN
easat-6133	143	9	scores	score	NOUN
easat-6133	143	10	,	,	PUNCT
easat-6133	143	11	as	as	SCONJ
easat-6133	143	12	presented	present	VERB
easat-6133	143	13	in	in	ADP
easat-6133	143	14	table	table	NOUN
easat-6133	143	15	1	1	NUM
easat-6133	143	16	,	,	PUNCT
easat-6133	143	17	yielded	yield	VERB
easat-6133	143	18	the	the	DET
easat-6133	143	19	following	follow	VERB
easat-6133	143	20	results	result	NOUN
easat-6133	143	21	:	:	PUNCT
easat-6133	143	22	the	the	DET
easat-6133	143	23	ccr	ccr	PROPN
easat-6133	143	24	model	model	NOUN
easat-6133	143	25	showed	show	VERB
easat-6133	143	26	an	an	DET
easat-6133	143	27	average	average	ADJ
easat-6133	143	28	efficiency	efficiency	NOUN
easat-6133	143	29	score	score	NOUN
easat-6133	143	30	of	of	ADP
easat-6133	143	31	0.567	0.567	NUM
easat-6133	143	32	,	,	PUNCT
easat-6133	143	33	the	the	DET
easat-6133	143	34	bcc	bcc	PROPN
easat-6133	143	35	model	model	NOUN
easat-6133	143	36	had	have	VERB
easat-6133	143	37	an	an	DET
easat-6133	143	38	average	average	ADJ
easat-6133	143	39	score	score	NOUN
easat-6133	143	40	of	of	ADP
easat-6133	143	41	0.619	0.619	NUM
easat-6133	143	42	,	,	PUNCT
easat-6133	143	43	and	and	CCONJ
easat-6133	143	44	the	the	DET
easat-6133	143	45	se	se	PROPN
easat-6133	143	46	(	(	PUNCT
easat-6133	143	47	scale	scale	NOUN
easat-6133	143	48	efficiency	efficiency	NOUN
easat-6133	143	49	)	)	PUNCT
easat-6133	143	50	model	model	NOUN
easat-6133	143	51	had	have	VERB
easat-6133	143	52	an	an	DET
easat-6133	143	53	average	average	ADJ
easat-6133	143	54	score	score	NOUN
easat-6133	143	55	of	of	ADP
easat-6133	143	56	0.932	0.932	NUM
easat-6133	143	57	.	.	PUNCT
easat-6133	144	1	there	there	PRON
easat-6133	144	2	were	be	VERB
easat-6133	144	3	eight	eight	NUM
easat-6133	144	4	provinces	province	NOUN
easat-6133	144	5	that	that	PRON
easat-6133	144	6	achieved	achieve	VERB
easat-6133	144	7	efficiency	efficiency	NOUN
easat-6133	144	8	in	in	ADP
easat-6133	144	9	all	all	DET
easat-6133	144	10	three	three	NUM
easat-6133	144	11	models	model	NOUN
easat-6133	144	12	(	(	PUNCT
easat-6133	144	13	ccr	ccr	PROPN
easat-6133	144	14	,	,	PUNCT
easat-6133	144	15	bcc	bcc	PROPN
easat-6133	144	16	,	,	PUNCT
easat-6133	144	17	and	and	CCONJ
easat-6133	144	18	se	se	X
easat-6133	144	19	)	)	PUNCT
easat-6133	144	20	with	with	ADP
easat-6133	144	21	a	a	DET
easat-6133	144	22	perfect	perfect	ADJ
easat-6133	144	23	efficiency	efficiency	NOUN
easat-6133	144	24	score	score	NOUN
easat-6133	144	25	of	of	ADP
easat-6133	144	26	1	1	NUM
easat-6133	144	27	.	.	PUNCT
easat-6133	145	1	these	these	DET
easat-6133	145	2	provinces	province	NOUN
easat-6133	145	3	were	be	AUX
easat-6133	145	4	:	:	PUNCT
easat-6133	145	5	kalasin	kalasin	PROPN
easat-6133	145	6	,	,	PUNCT
easat-6133	145	7	nakhon	nakhon	PROPN
easat-6133	145	8	si	si	PROPN
easat-6133	145	9	thammarat	thammarat	PROPN
easat-6133	145	10	,	,	PUNCT
easat-6133	145	11	buriram	buriram	NOUN
easat-6133	145	12	,	,	PUNCT
easat-6133	145	13	rayong	rayong	PROPN
easat-6133	145	14	,	,	PUNCT
easat-6133	145	15	ratchaburi	ratchaburi	NOUN
easat-6133	145	16	,	,	PUNCT
easat-6133	145	17	si	si	PROPN
easat-6133	145	18	sa	sa	PROPN
easat-6133	145	19	ket	ket	PROPN
easat-6133	145	20	,	,	PUNCT
easat-6133	145	21	samut	samut	NOUN
easat-6133	145	22	prakan	prakan	NOUN
easat-6133	145	23	,	,	PUNCT
easat-6133	145	24	and	and	CCONJ
easat-6133	145	25	samut	samut	PROPN
easat-6133	145	26	sakhon	sakhon	PROPN
easat-6133	145	27	.	.	PUNCT
easat-6133	146	1	these	these	DET
easat-6133	146	2	provinces	province	NOUN
easat-6133	146	3	demonstrated	demonstrate	VERB
easat-6133	146	4	both	both	CCONJ
easat-6133	146	5	operational	operational	ADJ
easat-6133	146	6	and	and	CCONJ
easat-6133	146	7	technical	technical	ADJ
easat-6133	146	8	efficiency	efficiency	NOUN
easat-6133	146	9	,	,	PUNCT
easat-6133	146	10	as	as	ADV
easat-6133	146	11	well	well	ADV
easat-6133	146	12	as	as	ADP
easat-6133	146	13	optimal	optimal	ADJ
easat-6133	146	14	size	size	NOUN
easat-6133	146	15	for	for	ADP
easat-6133	146	16	their	their	PRON
easat-6133	146	17	operations	operation	NOUN
easat-6133	146	18	.	.	PUNCT
easat-6133	147	1	the	the	DET
easat-6133	147	2	provinces	province	NOUN
easat-6133	147	3	that	that	PRON
easat-6133	147	4	showed	show	VERB
easat-6133	147	5	efficiency	efficiency	NOUN
easat-6133	147	6	in	in	ADP
easat-6133	147	7	the	the	DET
easat-6133	147	8	bcc	bcc	PROPN
easat-6133	147	9	model	model	NOUN
easat-6133	147	10	(	(	PUNCT
easat-6133	147	11	variable	variable	ADJ
easat-6133	147	12	returns	return	NOUN
easat-6133	147	13	to	to	PART
easat-6133	147	14	scale	scale	VERB
easat-6133	147	15	)	)	PUNCT
easat-6133	147	16	were	be	AUX
easat-6133	147	17	seven	seven	NUM
easat-6133	147	18	:	:	PUNCT
easat-6133	147	19	chonburi	chonburi	PROPN
easat-6133	147	20	,	,	PUNCT
easat-6133	147	21	chiang	chiang	PROPN
easat-6133	147	22	rai	rai	PROPN
easat-6133	147	23	,	,	PUNCT
easat-6133	147	24	narathiwat	narathiwat	ADJ
easat-6133	147	25	,	,	PUNCT
easat-6133	147	26	prachinburi	prachinburi	ADJ
easat-6133	147	27	,	,	PUNCT
easat-6133	147	28	pattani	pattani	NOUN
easat-6133	147	29	,	,	PUNCT
easat-6133	147	30	yasothon	yasothon	PROPN
easat-6133	147	31	,	,	PUNCT
easat-6133	147	32	and	and	CCONJ
easat-6133	147	33	roi	roi	NOUN
easat-6133	147	34	et	et	PROPN
easat-6133	147	35	.	.	PUNCT
easat-6133	148	1	meanwhile	meanwhile	ADV
easat-6133	148	2	,	,	PUNCT
easat-6133	148	3	16	16	NUM
easat-6133	148	4	provinces	province	NOUN
easat-6133	148	5	demonstrated	demonstrate	VERB
easat-6133	148	6	se	se	PROPN
easat-6133	148	7	efficiency	efficiency	NOUN
easat-6133	148	8	,	,	PUNCT
easat-6133	148	9	including	include	VERB
easat-6133	148	10	krabi	krabi	PROPN
easat-6133	148	11	,	,	PUNCT
easat-6133	148	12	chanthaburi	chanthaburi	NOUN
easat-6133	148	13	,	,	PUNCT
easat-6133	148	14	chaiyaphum	chaiyaphum	ADJ
easat-6133	148	15	,	,	PUNCT
easat-6133	148	16	nakhon	nakhon	PROPN
easat-6133	148	17	pathom	pathom	NOUN
easat-6133	148	18	,	,	PUNCT
easat-6133	148	19	nonthaburi	nonthaburi	PROPN
easat-6133	148	20	,	,	PUNCT
easat-6133	148	21	pathum	pathum	NOUN
easat-6133	148	22	thani	thani	PROPN
easat-6133	148	23	,	,	PUNCT
easat-6133	148	24	phra	phra	PROPN
easat-6133	148	25	nakhon	nakhon	PROPN
easat-6133	148	26	si	si	PROPN
easat-6133	148	27	ayutthaya	ayutthaya	PROPN
easat-6133	148	28	,	,	PUNCT
easat-6133	148	29	phayao	phayao	NOUN
easat-6133	148	30	,	,	PUNCT
easat-6133	148	31	phitsanulok	phitsanulok	NOUN
easat-6133	148	32	,	,	PUNCT
easat-6133	148	33	phetchaburi	phetchaburi	NOUN
easat-6133	148	34	,	,	PUNCT
easat-6133	148	35	lopburi	lopburi	NOUN
easat-6133	148	36	,	,	PUNCT
easat-6133	148	37	lamphun	lamphun	PROPN
easat-6133	148	38	,	,	PUNCT
easat-6133	148	39	loei	loei	PROPN
easat-6133	148	40	,	,	PUNCT
easat-6133	148	41	sa	sa	PROPN
easat-6133	148	42	kaeo	kaeo	PROPN
easat-6133	148	43	,	,	PUNCT
easat-6133	148	44	saraburi	saraburi	PROPN
easat-6133	148	45	,	,	PUNCT
easat-6133	148	46	and	and	CCONJ
easat-6133	148	47	uthai	uthai	PROPN
easat-6133	148	48	thani	thani	PROPN
easat-6133	148	49	.	.	PUNCT
easat-6133	149	1	the	the	DET
easat-6133	149	2	remaining	remain	VERB
easat-6133	149	3	45	45	NUM
easat-6133	149	4	provinces	province	NOUN
easat-6133	149	5	were	be	AUX
easat-6133	149	6	deemed	deem	VERB
easat-6133	149	7	inefficient	inefficient	ADJ
easat-6133	149	8	across	across	ADP
easat-6133	149	9	all	all	DET
easat-6133	149	10	three	three	NUM
easat-6133	149	11	models	model	NOUN
easat-6133	149	12	(	(	PUNCT
easat-6133	149	13	ccr	ccr	PROPN
easat-6133	149	14	,	,	PUNCT
easat-6133	149	15	bcc	bcc	PROPN
easat-6133	149	16	,	,	PUNCT
easat-6133	149	17	and	and	CCONJ
easat-6133	149	18	se	se	X
easat-6133	149	19	)	)	PUNCT
easat-6133	149	20	.	.	PUNCT
easat-6133	150	1	based	base	VERB
easat-6133	150	2	on	on	ADP
easat-6133	150	3	the	the	DET
easat-6133	150	4	bcc	bcc	PROPN
easat-6133	150	5	(	(	PUNCT
easat-6133	150	6	vrs	vrs	PROPN
easat-6133	150	7	)	)	PUNCT
easat-6133	150	8	model	model	NOUN
easat-6133	150	9	,	,	PUNCT
easat-6133	150	10	the	the	DET
easat-6133	150	11	provinces	province	NOUN
easat-6133	150	12	with	with	ADP
easat-6133	150	13	efficiency	efficiency	NOUN
easat-6133	150	14	scores	score	NOUN
easat-6133	150	15	higher	high	ADJ
easat-6133	150	16	than	than	ADP
easat-6133	150	17	0.9	0.9	NUM
easat-6133	150	18	but	but	CCONJ
easat-6133	150	19	lower	low	ADJ
easat-6133	150	20	than	than	ADP
easat-6133	150	21	1	1	NUM
easat-6133	150	22	were	be	AUX
easat-6133	150	23	nong	nong	PROPN
easat-6133	150	24	bua	bua	PROPN
easat-6133	150	25	lamphu	lamphu	PROPN
easat-6133	150	26	,	,	PUNCT
easat-6133	150	27	phetchabun	phetchabun	NOUN
easat-6133	150	28	,	,	PUNCT
easat-6133	150	29	ubon	ubon	PROPN
easat-6133	150	30	ratchathani	ratchathani	PROPN
easat-6133	150	31	,	,	PUNCT
easat-6133	150	32	surin	surin	NOUN
easat-6133	150	33	,	,	PUNCT
easat-6133	150	34	and	and	CCONJ
easat-6133	150	35	sakon	sakon	PROPN
easat-6133	150	36	nakhon	nakhon	PROPN
easat-6133	150	37	,	,	PUNCT
easat-6133	150	38	with	with	ADP
easat-6133	150	39	efficiency	efficiency	NOUN
easat-6133	150	40	scores	score	NOUN
easat-6133	150	41	of	of	ADP
easat-6133	150	42	0.914	0.914	NUM
easat-6133	150	43	,	,	PUNCT
easat-6133	150	44	0.925	0.925	NUM
easat-6133	150	45	,	,	PUNCT
easat-6133	150	46	0.932	0.932	NUM
easat-6133	150	47	,	,	PUNCT
easat-6133	150	48	0.938	0.938	NUM
easat-6133	150	49	,	,	PUNCT
easat-6133	150	50	and	and	CCONJ
easat-6133	150	51	0.950	0.950	NUM
easat-6133	150	52	,	,	PUNCT
easat-6133	150	53	respectively	respectively	ADV
easat-6133	150	54	.	.	PUNCT
easat-6133	151	1	this	this	PRON
easat-6133	151	2	suggests	suggest	VERB
easat-6133	151	3	that	that	SCONJ
easat-6133	151	4	in	in	ADP
easat-6133	151	5	order	order	NOUN
easat-6133	151	6	to	to	PART
easat-6133	151	7	achieve	achieve	VERB
easat-6133	151	8	more	more	ADV
easat-6133	151	9	efficient	efficient	ADJ
easat-6133	151	10	spending	spending	NOUN
easat-6133	151	11	,	,	PUNCT
easat-6133	151	12	these	these	DET
easat-6133	151	13	provinces	province	NOUN
easat-6133	151	14	would	would	AUX
easat-6133	151	15	need	need	VERB
easat-6133	151	16	to	to	PART
easat-6133	151	17	reduce	reduce	VERB
easat-6133	151	18	their	their	PRON
easat-6133	151	19	per	per	X
easat-6133	151	20	capita	capita	NOUN
easat-6133	151	21	spending	spending	NOUN
easat-6133	151	22	by	by	ADP
easat-6133	151	23	8.6	8.6	NUM
easat-6133	151	24	%	%	NOUN
easat-6133	151	25	,	,	PUNCT
easat-6133	151	26	7.5	7.5	NUM
easat-6133	151	27	%	%	NOUN
easat-6133	151	28	,	,	PUNCT
easat-6133	151	29	6.8	6.8	NUM
easat-6133	151	30	%	%	NOUN
easat-6133	151	31	,	,	PUNCT
easat-6133	151	32	6.2	6.2	NUM
easat-6133	151	33	%	%	NOUN
easat-6133	151	34	,	,	PUNCT
easat-6133	151	35	and	and	CCONJ
easat-6133	151	36	5.0	5.0	NUM
easat-6133	151	37	%	%	NOUN
easat-6133	151	38	respectively	respectively	ADV
easat-6133	151	39	.	.	PUNCT
easat-6133	152	1	for	for	ADP
easat-6133	152	2	the	the	DET
easat-6133	152	3	group	group	NOUN
easat-6133	152	4	of	of	ADP
easat-6133	152	5	provinces	province	NOUN
easat-6133	152	6	with	with	ADP
easat-6133	152	7	efficiency	efficiency	NOUN
easat-6133	152	8	scores	score	NOUN
easat-6133	152	9	between	between	ADP
easat-6133	152	10	0.7	0.7	NUM
easat-6133	152	11	0.9	0.9	NUM
easat-6133	152	12	,	,	PUNCT
easat-6133	152	13	there	there	PRON
easat-6133	152	14	were	be	VERB
easat-6133	152	15	9	9	NUM
easat-6133	152	16	provinces	province	NOUN
easat-6133	152	17	:	:	PUNCT
easat-6133	152	18	lamphun	lamphun	PROPN
easat-6133	152	19	,	,	PUNCT
easat-6133	152	20	suphan	suphan	PROPN
easat-6133	152	21	buri	buri	PROPN
easat-6133	152	22	,	,	PUNCT
easat-6133	152	23	phatthalung	phatthalung	ADJ
easat-6133	152	24	,	,	PUNCT
easat-6133	152	25	saraburi	saraburi	PROPN
easat-6133	152	26	,	,	PUNCT
easat-6133	152	27	amnat	amnat	PROPN
easat-6133	152	28	charoen	charoen	PROPN
easat-6133	152	29	,	,	PUNCT
easat-6133	152	30	nakhon	nakhon	PROPN
easat-6133	152	31	ratchasima	ratchasima	PROPN
easat-6133	152	32	,	,	PUNCT
easat-6133	152	33	udon	udon	PROPN
easat-6133	152	34	thani	thani	PROPN
easat-6133	152	35	,	,	PUNCT
easat-6133	152	36	chaiyaphum	chaiyaphum	ADJ
easat-6133	152	37	,	,	PUNCT
easat-6133	152	38	and	and	CCONJ
easat-6133	152	39	trang	trang	PROPN
easat-6133	152	40	,	,	PUNCT
easat-6133	152	41	with	with	ADP
easat-6133	152	42	efficiency	efficiency	NOUN
easat-6133	152	43	scores	score	NOUN
easat-6133	152	44	ranging	range	VERB
easat-6133	152	45	from	from	ADP
easat-6133	152	46	0.723	0.723	NUM
easat-6133	152	47	to	to	ADP
easat-6133	152	48	0.892	0.892	NUM
easat-6133	152	49	.	.	PUNCT
easat-6133	153	1	the	the	DET
easat-6133	153	2	remaining	remain	VERB
easat-6133	153	3	47	47	NUM
easat-6133	153	4	provinces	province	NOUN
easat-6133	153	5	had	have	VERB
easat-6133	153	6	efficiency	efficiency	NOUN
easat-6133	153	7	scores	score	NOUN
easat-6133	153	8	lower	low	ADJ
easat-6133	153	9	than	than	ADP
easat-6133	153	10	0.7	0.7	NUM
easat-6133	153	11	.	.	PUNCT
easat-6133	153	12	table	table	NOUN
easat-6133	153	13	1	1	NUM
easat-6133	153	14	.	.	PUNCT
easat-6133	153	15	efficiency	efficiency	NOUN
easat-6133	153	16	score	score	NOUN
easat-6133	153	17	of	of	ADP
easat-6133	153	18	government	government	NOUN
easat-6133	153	19	budget	budget	NOUN
easat-6133	153	20	expenditure	expenditure	NOUN
easat-6133	153	21	according	accord	VERB
easat-6133	153	22	to	to	ADP
easat-6133	153	23	the	the	DET
easat-6133	153	24	model	model	NOUN
easat-6133	153	25	(	(	PUNCT
easat-6133	153	26	excluding	exclude	VERB
easat-6133	153	27	bangkok	bangkok	PROPN
easat-6133	153	28	)	)	PUNCT
easat-6133	153	29	.	.	PUNCT
easat-6133	154	1	comparison	comparison	NOUN
easat-6133	154	2	of	of	ADP
easat-6133	154	3	mean	mean	ADJ
easat-6133	154	4	values	value	NOUN
easat-6133	154	5	across	across	ADP
easat-6133	154	6	models	model	NOUN
easat-6133	154	7	average	average	ADJ
easat-6133	154	8	efficiency	efficiency	NOUN
easat-6133	154	9	score	score	NOUN
easat-6133	154	10	of	of	ADP
easat-6133	154	11	the	the	DET
easat-6133	154	12	model	model	NOUN
easat-6133	154	13	ccr	ccr	PROPN
easat-6133	154	14	(	(	PUNCT
easat-6133	154	15	crs	crs	PROPN
easat-6133	154	16	)	)	PUNCT
easat-6133	154	17	bcc	bcc	PROPN
easat-6133	154	18	(	(	PUNCT
easat-6133	154	19	vrs	vrs	PROPN
easat-6133	154	20	)	)	PUNCT
easat-6133	154	21	se	se	PROPN
easat-6133	154	22	0.567	0.567	NUM
easat-6133	154	23	0.619	0.619	NUM
easat-6133	154	24	0.932	0.932	NUM
easat-6133	154	25	provinces	province	NOUN
easat-6133	154	26	with	with	ADP
easat-6133	154	27	ccr	ccr	PROPN
easat-6133	154	28	(	(	PUNCT
easat-6133	154	29	crs	crs	PROPN
easat-6133	154	30	)	)	PUNCT
easat-6133	154	31	,	,	PUNCT
easat-6133	154	32	bcc	bcc	PROPN
easat-6133	154	33	(	(	PUNCT
easat-6133	154	34	vrs	vrs	PROPN
easat-6133	154	35	)	)	PUNCT
easat-6133	154	36	,	,	PUNCT
easat-6133	154	37	and	and	CCONJ
easat-6133	154	38	se	se	X
easat-6133	154	39	efficiency	efficiency	NOUN
easat-6133	154	40	scores	score	NOUN
easat-6133	154	41	of	of	ADP
easat-6133	154	42	1	1	NUM
easat-6133	154	43	kalasin	kalasin	NOUN
easat-6133	154	44	,	,	PUNCT
easat-6133	154	45	nakhon	nakhon	PROPN
easat-6133	154	46	si	si	PROPN
easat-6133	154	47	thammarat	thammarat	PROPN
easat-6133	154	48	,	,	PUNCT
easat-6133	154	49	buriram	buriram	NOUN
easat-6133	154	50	,	,	PUNCT
easat-6133	154	51	rayong	rayong	PROPN
easat-6133	154	52	,	,	PUNCT
easat-6133	154	53	ratchaburi	ratchaburi	NOUN
easat-6133	154	54	,	,	PUNCT
easat-6133	154	55	si	si	PROPN
easat-6133	154	56	sa	sa	PROPN
easat-6133	154	57	ket	ket	PROPN
easat-6133	154	58	,	,	PUNCT
easat-6133	154	59	samut	samut	NOUN
easat-6133	154	60	prakan	prakan	NOUN
easat-6133	154	61	,	,	PUNCT
easat-6133	154	62	and	and	CCONJ
easat-6133	154	63	samut	samut	NOUN
easat-6133	154	64	sakhon	sakhon	PROPN
easat-6133	154	65	1.000	1.000	NUM
easat-6133	154	66	1.000	1.000	NUM
easat-6133	154	67	1.000	1.000	NUM
easat-6133	154	68	provinces	province	NOUN
easat-6133	154	69	with	with	ADP
easat-6133	154	70	bcc	bcc	PROPN
easat-6133	154	71	(	(	PUNCT
easat-6133	154	72	vrs	vrs	NOUN
easat-6133	154	73	)	)	PUNCT
easat-6133	154	74	efficiency	efficiency	NOUN
easat-6133	154	75	score	score	NOUN
easat-6133	154	76	of	of	ADP
easat-6133	154	77	1	1	NUM
easat-6133	154	78	chonburi	chonburi	PROPN
easat-6133	154	79	,	,	PUNCT
easat-6133	154	80	chiang	chiang	PROPN
easat-6133	154	81	rai	rai	PROPN
easat-6133	154	82	,	,	PUNCT
easat-6133	154	83	narathiwat	narathiwat	ADJ
easat-6133	154	84	,	,	PUNCT
easat-6133	154	85	prachinburi	prachinburi	ADJ
easat-6133	154	86	,	,	PUNCT
easat-6133	154	87	pattani	pattani	NOUN
easat-6133	154	88	,	,	PUNCT
easat-6133	154	89	yasothon	yasothon	PROPN
easat-6133	154	90	,	,	PUNCT
easat-6133	154	91	and	and	CCONJ
easat-6133	154	92	roi	roi	VERB
easat-6133	154	93	et	et	NOUN
easat-6133	154	94	1.000	1.000	NUM
easat-6133	154	95	provinces	province	NOUN
easat-6133	154	96	with	with	ADP
easat-6133	154	97	se	se	PROPN
easat-6133	154	98	efficiency	efficiency	NOUN
easat-6133	154	99	scores	score	NOUN
easat-6133	154	100	of	of	ADP
easat-6133	154	101	1	1	NUM
easat-6133	154	102	krabi	krabi	NOUN
easat-6133	154	103	,	,	PUNCT
easat-6133	154	104	chanthaburi	chanthaburi	NOUN
easat-6133	154	105	,	,	PUNCT
easat-6133	154	106	chaiyaphum	chaiyaphum	ADJ
easat-6133	154	107	,	,	PUNCT
easat-6133	154	108	nakhon	nakhon	PROPN
easat-6133	154	109	pathom	pathom	NOUN
easat-6133	154	110	,	,	PUNCT
easat-6133	154	111	nonthaburi	nonthaburi	PROPN
easat-6133	154	112	,	,	PUNCT
easat-6133	154	113	pathum	pathum	NOUN
easat-6133	154	114	thani	thani	PROPN
easat-6133	154	115	,	,	PUNCT
easat-6133	154	116	phra	phra	PROPN
easat-6133	154	117	nakhon	nakhon	PROPN
easat-6133	154	118	si	si	PROPN
easat-6133	154	119	ayutthaya	ayutthaya	PROPN
easat-6133	154	120	,	,	PUNCT
easat-6133	154	121	phayao	phayao	NOUN
easat-6133	154	122	,	,	PUNCT
easat-6133	154	123	phitsanulok	phitsanulok	NOUN
easat-6133	154	124	,	,	PUNCT
easat-6133	154	125	phetchaburi	phetchaburi	NOUN
easat-6133	154	126	,	,	PUNCT
easat-6133	154	127	lopburi	lopburi	NOUN
easat-6133	154	128	,	,	PUNCT
easat-6133	154	129	lamphun	lamphun	PROPN
easat-6133	154	130	,	,	PUNCT
easat-6133	154	131	loei	loei	PROPN
easat-6133	154	132	,	,	PUNCT
easat-6133	154	133	sa	sa	PROPN
easat-6133	154	134	kaeo	kaeo	PROPN
easat-6133	154	135	,	,	PUNCT
easat-6133	154	136	saraburi	saraburi	PROPN
easat-6133	154	137	,	,	PUNCT
easat-6133	154	138	and	and	CCONJ
easat-6133	154	139	uthai	uthai	ADJ
easat-6133	154	140	thani	thani	PROPN
easat-6133	154	141	1.000	1.000	NUM
easat-6133	154	142	provinces	province	NOUN
easat-6133	154	143	with	with	ADP
easat-6133	154	144	efficiency	efficiency	NOUN
easat-6133	154	145	scores	score	NOUN
easat-6133	154	146	near	near	ADP
easat-6133	154	147	1	1	NUM
easat-6133	154	148	according	accord	VERB
easat-6133	154	149	to	to	ADP
easat-6133	154	150	the	the	DET
easat-6133	154	151	bcc	bcc	PROPN
easat-6133	154	152	model	model	PROPN
easat-6133	154	153	province	province	PROPN
easat-6133	154	154	bcc	bcc	PROPN
easat-6133	154	155	(	(	PUNCT
easat-6133	154	156	vrs	vrs	PROPN
easat-6133	154	157	)	)	PUNCT
easat-6133	154	158	percentage	percentage	NOUN
easat-6133	154	159	of	of	ADP
easat-6133	154	160	budget	budget	NOUN
easat-6133	154	161	to	to	PART
easat-6133	154	162	be	be	AUX
easat-6133	154	163	reduced	reduce	VERB
easat-6133	154	164	nong	nong	PROPN
easat-6133	154	165	bua	bua	PROPN
easat-6133	154	166	lamphu	lamphu	VERB
easat-6133	154	167	0.914	0.914	NUM
easat-6133	154	168	8.6	8.6	NUM
easat-6133	154	169	phetchabun	phetchabun	NOUN
easat-6133	154	170	0.925	0.925	NUM
easat-6133	154	171	7.5	7.5	NUM
easat-6133	154	172	ubon	ubon	NOUN
easat-6133	154	173	ratchathani	ratchathani	PROPN
easat-6133	154	174	0.932	0.932	NUM
easat-6133	154	175	6.8	6.8	NUM
easat-6133	154	176	surin	surin	NOUN
easat-6133	154	177	0.938	0.938	NUM
easat-6133	154	178	6.2	6.2	NUM
easat-6133	154	179	sakon	sakon	PROPN
easat-6133	154	180	nakhon	nakhon	PROPN
easat-6133	154	181	0.950	0.950	NUM
easat-6133	154	182	5.0	5.0	NUM
easat-6133	154	183	provinces	province	NOUN
easat-6133	154	184	with	with	ADP
easat-6133	154	185	moderate	moderate	ADJ
easat-6133	154	186	efficiency	efficiency	NOUN
easat-6133	154	187	scores	score	NOUN
easat-6133	154	188	(	(	PUNCT
easat-6133	154	189	0.7	0.7	NUM
easat-6133	154	190	0.9	0.9	NUM
easat-6133	154	191	)	)	PUNCT
easat-6133	154	192	according	accord	VERB
easat-6133	154	193	to	to	ADP
easat-6133	154	194	the	the	DET
easat-6133	154	195	bcc	bcc	PROPN
easat-6133	154	196	model	model	PROPN
easat-6133	154	197	province	province	PROPN
easat-6133	154	198	bcc	bcc	PROPN
easat-6133	154	199	(	(	PUNCT
easat-6133	154	200	vrs	vrs	PROPN
easat-6133	154	201	)	)	PUNCT
easat-6133	154	202	percentage	percentage	NOUN
easat-6133	154	203	of	of	ADP
easat-6133	154	204	budget	budget	NOUN
easat-6133	154	205	to	to	PART
easat-6133	154	206	be	be	AUX
easat-6133	154	207	reduced	reduce	VERB
easat-6133	154	208	lamphun	lamphun	NOUN
easat-6133	154	209	,	,	PUNCT
easat-6133	154	210	suphan	suphan	PROPN
easat-6133	154	211	buri	buri	PROPN
easat-6133	154	212	,	,	PUNCT
easat-6133	154	213	phatthalung	phatthalung	ADJ
easat-6133	154	214	,	,	PUNCT
easat-6133	154	215	saraburi	saraburi	PROPN
easat-6133	154	216	,	,	PUNCT
easat-6133	154	217	amnat	amnat	PROPN
easat-6133	154	218	charoen	charoen	PROPN
easat-6133	154	219	,	,	PUNCT
easat-6133	154	220	nakhon	nakhon	PROPN
easat-6133	154	221	ratchasima	ratchasima	PROPN
easat-6133	154	222	,	,	PUNCT
easat-6133	154	223	udon	udon	PROPN
easat-6133	154	224	thani	thani	PROPN
easat-6133	154	225	,	,	PUNCT
easat-6133	154	226	chaiyaphum	chaiyaphum	ADJ
easat-6133	154	227	,	,	PUNCT
easat-6133	154	228	and	and	CCONJ
easat-6133	154	229	trang	trang	PROPN
easat-6133	154	230	0.723	0.723	NUM
easat-6133	154	231	0.892	0.892	NUM
easat-6133	154	232	10.8	10.8	NUM
easat-6133	154	233	27.7	27.7	NUM
easat-6133	154	234	972	972	NUM
easat-6133	154	235	edelweiss	edelweiss	PROPN
easat-6133	154	236	applied	apply	VERB
easat-6133	154	237	science	science	NOUN
easat-6133	154	238	and	and	CCONJ
easat-6133	154	239	technology	technology	NOUN
easat-6133	154	240	issn	issn	PROPN
easat-6133	154	241	:	:	PUNCT
easat-6133	154	242	2576	2576	NUM
easat-6133	154	243	-	-	SYM
easat-6133	154	244	8484	8484	NUM
easat-6133	154	245	vol	vol	NOUN
easat-6133	154	246	.	.	PROPN
easat-6133	155	1	9	9	NUM
easat-6133	155	2	,	,	PUNCT
easat-6133	155	3	no	no	INTJ
easat-6133	155	4	.	.	NOUN
easat-6133	156	1	4	4	NUM
easat-6133	156	2	:	:	PUNCT
easat-6133	156	3	966	966	NUM
easat-6133	156	4	-	-	SYM
easat-6133	156	5	974	974	NUM
easat-6133	156	6	,	,	PUNCT
easat-6133	156	7	2025	2025	NUM
easat-6133	156	8	doi	doi	NOUN
easat-6133	156	9	:	:	PUNCT
easat-6133	156	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	156	11	©	©	PROPN
easat-6133	156	12	2025	2025	NUM
easat-6133	156	13	by	by	ADP
easat-6133	156	14	the	the	DET
easat-6133	156	15	authors	author	NOUN
easat-6133	156	16	;	;	PUNCT
easat-6133	156	17	licensee	licensee	PROPN
easat-6133	156	18	learning	learning	NOUN
easat-6133	156	19	gate	gate	VERB
easat-6133	156	20	the	the	DET
easat-6133	156	21	analysis	analysis	NOUN
easat-6133	156	22	of	of	ADP
easat-6133	156	23	government	government	NOUN
easat-6133	156	24	budget	budget	NOUN
easat-6133	156	25	expenditure	expenditure	NOUN
easat-6133	156	26	efficiency	efficiency	NOUN
easat-6133	156	27	scores	score	NOUN
easat-6133	156	28	,	,	PUNCT
easat-6133	156	29	based	base	VERB
easat-6133	156	30	on	on	ADP
easat-6133	156	31	the	the	DET
easat-6133	156	32	calculation	calculation	NOUN
easat-6133	156	33	model	model	NOUN
easat-6133	156	34	,	,	PUNCT
easat-6133	156	35	revealed	reveal	VERB
easat-6133	156	36	that	that	SCONJ
easat-6133	156	37	the	the	DET
easat-6133	156	38	ccr	ccr	PROPN
easat-6133	156	39	model	model	NOUN
easat-6133	156	40	had	have	VERB
easat-6133	156	41	an	an	DET
easat-6133	156	42	average	average	ADJ
easat-6133	156	43	efficiency	efficiency	NOUN
easat-6133	156	44	score	score	NOUN
easat-6133	156	45	of	of	ADP
easat-6133	156	46	0.567	0.567	NUM
easat-6133	156	47	,	,	PUNCT
easat-6133	156	48	while	while	SCONJ
easat-6133	156	49	the	the	DET
easat-6133	156	50	bcc	bcc	PROPN
easat-6133	156	51	model	model	NOUN
easat-6133	156	52	had	have	VERB
easat-6133	156	53	an	an	DET
easat-6133	156	54	average	average	ADJ
easat-6133	156	55	score	score	NOUN
easat-6133	156	56	of	of	ADP
easat-6133	156	57	0.619	0.619	NUM
easat-6133	156	58	,	,	PUNCT
easat-6133	156	59	and	and	CCONJ
easat-6133	156	60	the	the	DET
easat-6133	156	61	se	se	PROPN
easat-6133	156	62	(	(	PUNCT
easat-6133	156	63	scale	scale	NOUN
easat-6133	156	64	efficiency	efficiency	NOUN
easat-6133	156	65	)	)	PUNCT
easat-6133	156	66	model	model	NOUN
easat-6133	156	67	had	have	VERB
easat-6133	156	68	an	an	DET
easat-6133	156	69	average	average	ADJ
easat-6133	156	70	score	score	NOUN
easat-6133	156	71	of	of	ADP
easat-6133	156	72	0.932	0.932	NUM
easat-6133	156	73	.	.	PUNCT
easat-6133	157	1	these	these	DET
easat-6133	157	2	results	result	NOUN
easat-6133	157	3	suggest	suggest	VERB
easat-6133	157	4	that	that	SCONJ
easat-6133	157	5	while	while	SCONJ
easat-6133	157	6	government	government	NOUN
easat-6133	157	7	budget	budget	NOUN
easat-6133	157	8	spending	spending	NOUN
easat-6133	157	9	is	be	AUX
easat-6133	157	10	relatively	relatively	ADV
easat-6133	157	11	efficient	efficient	ADJ
easat-6133	157	12	,	,	PUNCT
easat-6133	157	13	there	there	PRON
easat-6133	157	14	remains	remain	VERB
easat-6133	157	15	significant	significant	ADJ
easat-6133	157	16	potential	potential	NOUN
easat-6133	157	17	for	for	ADP
easat-6133	157	18	improvement	improvement	NOUN
easat-6133	157	19	,	,	PUNCT
easat-6133	157	20	particularly	particularly	ADV
easat-6133	157	21	in	in	ADP
easat-6133	157	22	terms	term	NOUN
easat-6133	157	23	of	of	ADP
easat-6133	157	24	technical	technical	ADJ
easat-6133	157	25	efficiency	efficiency	NOUN
easat-6133	157	26	.	.	PUNCT
easat-6133	158	1	the	the	DET
easat-6133	158	2	higher	high	ADJ
easat-6133	158	3	average	average	ADJ
easat-6133	158	4	score	score	NOUN
easat-6133	158	5	of	of	ADP
easat-6133	158	6	the	the	DET
easat-6133	158	7	bcc	bcc	PROPN
easat-6133	158	8	model	model	NOUN
easat-6133	158	9	(	(	PUNCT
easat-6133	158	10	0.619	0.619	NUM
easat-6133	158	11	compared	compare	VERB
easat-6133	158	12	to	to	ADP
easat-6133	158	13	0.567	0.567	NUM
easat-6133	158	14	)	)	PUNCT
easat-6133	158	15	indicates	indicate	VERB
easat-6133	158	16	better	well	ADJ
easat-6133	158	17	technical	technical	ADJ
easat-6133	158	18	efficiency	efficiency	NOUN
easat-6133	158	19	when	when	SCONJ
easat-6133	158	20	accounting	account	VERB
easat-6133	158	21	for	for	ADP
easat-6133	158	22	size	size	NOUN
easat-6133	158	23	limitations	limitation	NOUN
easat-6133	158	24	(	(	PUNCT
easat-6133	158	25	variable	variable	ADJ
easat-6133	158	26	returns	return	NOUN
easat-6133	158	27	to	to	PART
easat-6133	158	28	scale	scale	VERB
easat-6133	158	29	vrs	vrs	PROPN
easat-6133	158	30	)	)	PUNCT
easat-6133	158	31	.	.	PUNCT
easat-6133	159	1	the	the	DET
easat-6133	159	2	lower	low	ADJ
easat-6133	159	3	ccr	ccr	PROPN
easat-6133	159	4	score	score	NOUN
easat-6133	159	5	suggests	suggest	VERB
easat-6133	159	6	that	that	SCONJ
easat-6133	159	7	overall	overall	ADJ
easat-6133	159	8	efficiency	efficiency	NOUN
easat-6133	159	9	is	be	AUX
easat-6133	159	10	constrained	constrain	VERB
easat-6133	159	11	by	by	ADP
easat-6133	159	12	factors	factor	NOUN
easat-6133	159	13	not	not	PART
easat-6133	159	14	fully	fully	ADV
easat-6133	159	15	managed	manage	VERB
easat-6133	159	16	in	in	ADP
easat-6133	159	17	the	the	DET
easat-6133	159	18	operations	operation	NOUN
easat-6133	159	19	.	.	PUNCT
easat-6133	160	1	the	the	DET
easat-6133	160	2	se	se	PROPN
easat-6133	160	3	model	model	PROPN
easat-6133	160	4	's	's	PART
easat-6133	160	5	high	high	ADJ
easat-6133	160	6	score	score	NOUN
easat-6133	160	7	of	of	ADP
easat-6133	160	8	0.932	0.932	NUM
easat-6133	160	9	indicates	indicate	VERB
easat-6133	160	10	that	that	SCONJ
easat-6133	160	11	most	most	ADJ
easat-6133	160	12	of	of	ADP
easat-6133	160	13	the	the	DET
easat-6133	160	14	efficiency	efficiency	NOUN
easat-6133	160	15	is	be	AUX
easat-6133	160	16	influenced	influence	VERB
easat-6133	160	17	by	by	ADP
easat-6133	160	18	the	the	DET
easat-6133	160	19	scale	scale	NOUN
easat-6133	160	20	of	of	ADP
easat-6133	160	21	spending	spending	NOUN
easat-6133	160	22	,	,	PUNCT
easat-6133	160	23	demonstrating	demonstrate	VERB
easat-6133	160	24	that	that	SCONJ
easat-6133	160	25	government	government	NOUN
easat-6133	160	26	budget	budget	NOUN
easat-6133	160	27	allocations	allocation	NOUN
easat-6133	160	28	are	be	AUX
easat-6133	160	29	appropriately	appropriately	ADV
easat-6133	160	30	adjusted	adjust	VERB
easat-6133	160	31	to	to	ADP
easat-6133	160	32	a	a	DET
easat-6133	160	33	high	high	ADJ
easat-6133	160	34	level	level	NOUN
easat-6133	160	35	.	.	PUNCT
easat-6133	161	1	however	however	ADV
easat-6133	161	2	,	,	PUNCT
easat-6133	161	3	technical	technical	ADJ
easat-6133	161	4	efficiency	efficiency	NOUN
easat-6133	161	5	remains	remain	VERB
easat-6133	161	6	an	an	DET
easat-6133	161	7	area	area	NOUN
easat-6133	161	8	for	for	ADP
easat-6133	161	9	improvement	improvement	NOUN
easat-6133	161	10	.	.	PUNCT
easat-6133	162	1	this	this	DET
easat-6133	162	2	highlights	highlight	NOUN
easat-6133	162	3	the	the	DET
easat-6133	162	4	need	need	NOUN
easat-6133	162	5	to	to	PART
easat-6133	162	6	focus	focus	VERB
easat-6133	162	7	on	on	ADP
easat-6133	162	8	enhancing	enhance	VERB
easat-6133	162	9	technical	technical	ADJ
easat-6133	162	10	efficiency	efficiency	NOUN
easat-6133	162	11	within	within	ADP
easat-6133	162	12	each	each	DET
easat-6133	162	13	agency	agency	NOUN
easat-6133	162	14	handling	handle	VERB
easat-6133	162	15	the	the	DET
easat-6133	162	16	budget	budget	NOUN
easat-6133	162	17	,	,	PUNCT
easat-6133	162	18	and	and	CCONJ
easat-6133	162	19	the	the	DET
easat-6133	162	20	importance	importance	NOUN
easat-6133	162	21	of	of	ADP
easat-6133	162	22	adjusting	adjust	VERB
easat-6133	162	23	budget	budget	NOUN
easat-6133	162	24	allocation	allocation	NOUN
easat-6133	162	25	policies	policy	NOUN
easat-6133	162	26	to	to	PART
easat-6133	162	27	address	address	VERB
easat-6133	162	28	factors	factor	NOUN
easat-6133	162	29	that	that	PRON
easat-6133	162	30	influence	influence	VERB
easat-6133	162	31	spending	spending	NOUN
easat-6133	162	32	efficiency	efficiency	NOUN
easat-6133	162	33	,	,	PUNCT
easat-6133	162	34	such	such	ADJ
easat-6133	162	35	as	as	ADP
easat-6133	162	36	minimizing	minimize	VERB
easat-6133	162	37	waste	waste	NOUN
easat-6133	162	38	and	and	CCONJ
easat-6133	162	39	maximizing	maximize	VERB
easat-6133	162	40	policy	policy	NOUN
easat-6133	162	41	outcomes	outcome	NOUN
easat-6133	162	42	.	.	PUNCT
easat-6133	163	1	the	the	DET
easat-6133	163	2	research	research	NOUN
easat-6133	163	3	results	result	NOUN
easat-6133	163	4	indicate	indicate	VERB
easat-6133	163	5	that	that	SCONJ
easat-6133	163	6	there	there	PRON
easat-6133	163	7	are	be	VERB
easat-6133	163	8	still	still	ADV
easat-6133	163	9	significant	significant	ADJ
easat-6133	163	10	gaps	gap	NOUN
easat-6133	163	11	in	in	ADP
easat-6133	163	12	government	government	NOUN
easat-6133	163	13	budget	budget	NOUN
easat-6133	163	14	spending	spending	NOUN
easat-6133	163	15	,	,	PUNCT
easat-6133	163	16	highlighting	highlight	VERB
easat-6133	163	17	the	the	DET
easat-6133	163	18	need	need	NOUN
easat-6133	163	19	to	to	PART
easat-6133	163	20	improve	improve	VERB
easat-6133	163	21	efficiency	efficiency	NOUN
easat-6133	163	22	and	and	CCONJ
easat-6133	163	23	reduce	reduce	VERB
easat-6133	163	24	inequality	inequality	NOUN
easat-6133	163	25	.	.	PUNCT
easat-6133	164	1	this	this	PRON
easat-6133	164	2	aligns	align	VERB
easat-6133	164	3	with	with	ADP
easat-6133	164	4	parliamentary	parliamentary	ADJ
easat-6133	164	5	analyses	analysis	NOUN
easat-6133	164	6	of	of	ADP
easat-6133	164	7	the	the	DET
easat-6133	164	8	budget	budget	NOUN
easat-6133	164	9	and	and	CCONJ
easat-6133	164	10	spatial	spatial	ADJ
easat-6133	164	11	inequality	inequality	NOUN
easat-6133	164	12	between	between	ADP
easat-6133	164	13	2019	2019	NUM
easat-6133	164	14	-	-	SYM
easat-6133	164	15	2022	2022	NUM
easat-6133	164	16	,	,	PUNCT
easat-6133	164	17	which	which	PRON
easat-6133	164	18	examined	examine	VERB
easat-6133	164	19	the	the	DET
easat-6133	164	20	budget	budget	NOUN
easat-6133	164	21	allocation	allocation	NOUN
easat-6133	164	22	of	of	ADP
easat-6133	164	23	various	various	ADJ
easat-6133	164	24	ministries	ministry	NOUN
easat-6133	164	25	by	by	ADP
easat-6133	164	26	province	province	NOUN
easat-6133	164	27	.	.	PUNCT
easat-6133	165	1	it	it	PRON
easat-6133	165	2	was	be	AUX
easat-6133	165	3	found	find	VERB
easat-6133	165	4	that	that	SCONJ
easat-6133	165	5	the	the	DET
easat-6133	165	6	allocation	allocation	NOUN
easat-6133	165	7	of	of	ADP
easat-6133	165	8	budgets	budget	NOUN
easat-6133	165	9	is	be	AUX
easat-6133	165	10	closely	closely	ADV
easat-6133	165	11	related	relate	VERB
easat-6133	165	12	to	to	ADP
easat-6133	165	13	inequality	inequality	NOUN
easat-6133	165	14	between	between	ADP
easat-6133	165	15	provinces	province	NOUN
easat-6133	165	16	[	[	X
easat-6133	165	17	24	24	NUM
easat-6133	165	18	]	]	PUNCT
easat-6133	165	19	.	.	PUNCT
easat-6133	166	1	the	the	DET
easat-6133	166	2	efficiency	efficiency	NOUN
easat-6133	166	3	of	of	ADP
easat-6133	166	4	budget	budget	NOUN
easat-6133	166	5	spending	spending	NOUN
easat-6133	166	6	is	be	AUX
easat-6133	166	7	influenced	influence	VERB
easat-6133	166	8	by	by	ADP
easat-6133	166	9	both	both	CCONJ
easat-6133	166	10	the	the	DET
easat-6133	166	11	type	type	NOUN
easat-6133	166	12	and	and	CCONJ
easat-6133	166	13	distribution	distribution	NOUN
easat-6133	166	14	of	of	ADP
easat-6133	166	15	the	the	DET
easat-6133	166	16	budget	budget	NOUN
easat-6133	166	17	.	.	PUNCT
easat-6133	167	1	for	for	ADP
easat-6133	167	2	example	example	NOUN
easat-6133	167	3	,	,	PUNCT
easat-6133	167	4	soktiyanurak	soktiyanurak	NOUN
easat-6133	167	5	and	and	CCONJ
easat-6133	167	6	riabroy	riabroy	ADJ
easat-6133	167	7	[	[	X
easat-6133	167	8	23	23	NUM
easat-6133	167	9	]	]	PUNCT
easat-6133	167	10	demonstrated	demonstrate	VERB
easat-6133	167	11	that	that	SCONJ
easat-6133	167	12	government	government	NOUN
easat-6133	167	13	spending	spending	NOUN
easat-6133	167	14	in	in	ADP
easat-6133	167	15	areas	area	NOUN
easat-6133	167	16	like	like	ADP
easat-6133	167	17	public	public	ADJ
easat-6133	167	18	health	health	NOUN
easat-6133	167	19	and	and	CCONJ
easat-6133	167	20	education	education	NOUN
easat-6133	167	21	can	can	AUX
easat-6133	167	22	exacerbate	exacerbate	VERB
easat-6133	167	23	economic	economic	ADJ
easat-6133	167	24	inequality	inequality	NOUN
easat-6133	167	25	,	,	PUNCT
easat-6133	167	26	while	while	SCONJ
easat-6133	167	27	spending	spend	VERB
easat-6133	167	28	in	in	ADP
easat-6133	167	29	other	other	ADJ
easat-6133	167	30	sectors	sector	NOUN
easat-6133	167	31	,	,	PUNCT
easat-6133	167	32	such	such	ADJ
easat-6133	167	33	as	as	ADP
easat-6133	167	34	housing	housing	NOUN
easat-6133	167	35	and	and	CCONJ
easat-6133	167	36	community	community	NOUN
easat-6133	167	37	development	development	NOUN
easat-6133	167	38	,	,	PUNCT
easat-6133	167	39	can	can	AUX
easat-6133	167	40	help	help	VERB
easat-6133	167	41	reduce	reduce	VERB
easat-6133	167	42	inequality	inequality	NOUN
easat-6133	167	43	.	.	PUNCT
easat-6133	168	1	moreover	moreover	ADV
easat-6133	168	2	,	,	PUNCT
easat-6133	168	3	government	government	NOUN
easat-6133	168	4	budget	budget	NOUN
easat-6133	168	5	spending	spending	NOUN
easat-6133	168	6	still	still	ADV
easat-6133	168	7	faces	face	VERB
easat-6133	168	8	efficiency	efficiency	NOUN
easat-6133	168	9	challenges	challenge	NOUN
easat-6133	168	10	that	that	PRON
easat-6133	168	11	need	need	VERB
easat-6133	168	12	addressing	address	VERB
easat-6133	168	13	to	to	PART
easat-6133	168	14	enhance	enhance	VERB
easat-6133	168	15	policy	policy	NOUN
easat-6133	168	16	outcomes	outcome	NOUN
easat-6133	168	17	.	.	PUNCT
easat-6133	169	1	according	accord	VERB
easat-6133	169	2	to	to	AUX
easat-6133	169	3	chitsuchon	chitsuchon	NOUN
easat-6133	169	4	[	[	X
easat-6133	169	5	25	25	NUM
easat-6133	169	6	]	]	PUNCT
easat-6133	169	7	report	report	NOUN
easat-6133	169	8	,	,	PUNCT
easat-6133	169	9	the	the	DET
easat-6133	169	10	most	most	ADV
easat-6133	169	11	effective	effective	ADJ
easat-6133	169	12	policies	policy	NOUN
easat-6133	169	13	for	for	ADP
easat-6133	169	14	reducing	reduce	VERB
easat-6133	169	15	inequality	inequality	NOUN
easat-6133	169	16	involve	involve	VERB
easat-6133	169	17	welfare	welfare	NOUN
easat-6133	169	18	and	and	CCONJ
easat-6133	169	19	social	social	ADJ
easat-6133	169	20	spending	spending	NOUN
easat-6133	169	21	,	,	PUNCT
easat-6133	169	22	including	include	VERB
easat-6133	169	23	tax	tax	NOUN
easat-6133	169	24	policy	policy	NOUN
easat-6133	169	25	.	.	PUNCT
easat-6133	170	1	however	however	ADV
easat-6133	170	2	,	,	PUNCT
easat-6133	170	3	these	these	DET
easat-6133	170	4	policies	policy	NOUN
easat-6133	170	5	have	have	AUX
easat-6133	170	6	not	not	PART
easat-6133	170	7	yet	yet	ADV
easat-6133	170	8	been	be	AUX
easat-6133	170	9	fully	fully	ADV
easat-6133	170	10	implemented	implement	VERB
easat-6133	170	11	by	by	ADP
easat-6133	170	12	the	the	DET
easat-6133	170	13	thai	thai	ADJ
easat-6133	170	14	government	government	NOUN
easat-6133	170	15	as	as	SCONJ
easat-6133	170	16	needed	need	VERB
easat-6133	170	17	.	.	PUNCT
easat-6133	171	1	the	the	DET
easat-6133	171	2	analysis	analysis	NOUN
easat-6133	171	3	revealed	reveal	VERB
easat-6133	171	4	that	that	SCONJ
easat-6133	171	5	eight	eight	NUM
easat-6133	171	6	provinces	province	NOUN
easat-6133	171	7	—	—	PUNCT
easat-6133	171	8	kalasin	kalasin	PROPN
easat-6133	171	9	,	,	PUNCT
easat-6133	171	10	nakhon	nakhon	PROPN
easat-6133	171	11	si	si	PROPN
easat-6133	171	12	thammarat	thammarat	PROPN
easat-6133	171	13	,	,	PUNCT
easat-6133	171	14	buriram	buriram	NOUN
easat-6133	171	15	,	,	PUNCT
easat-6133	171	16	rayong	rayong	PROPN
easat-6133	171	17	,	,	PUNCT
easat-6133	171	18	ratchaburi	ratchaburi	NOUN
easat-6133	171	19	,	,	PUNCT
easat-6133	171	20	si	si	PROPN
easat-6133	171	21	sa	sa	PROPN
easat-6133	171	22	ket	ket	PROPN
easat-6133	171	23	,	,	PUNCT
easat-6133	171	24	samut	samut	NOUN
easat-6133	171	25	prakan	prakan	NOUN
easat-6133	171	26	,	,	PUNCT
easat-6133	171	27	and	and	CCONJ
easat-6133	171	28	samut	samut	PROPN
easat-6133	171	29	sakhon	sakhon	PROPN
easat-6133	171	30	—	—	PUNCT
easat-6133	171	31	achieved	achieve	VERB
easat-6133	171	32	efficiency	efficiency	NOUN
easat-6133	171	33	scores	score	NOUN
easat-6133	171	34	of	of	ADP
easat-6133	171	35	1	1	NUM
easat-6133	171	36	across	across	ADP
easat-6133	171	37	all	all	DET
easat-6133	171	38	ccr	ccr	PROPN
easat-6133	171	39	,	,	PUNCT
easat-6133	171	40	bcc	bcc	PROPN
easat-6133	171	41	,	,	PUNCT
easat-6133	171	42	and	and	CCONJ
easat-6133	171	43	se	se	PROPN
easat-6133	171	44	models	model	NOUN
easat-6133	171	45	,	,	PUNCT
easat-6133	171	46	indicating	indicate	VERB
easat-6133	171	47	that	that	SCONJ
easat-6133	171	48	their	their	PRON
easat-6133	171	49	government	government	NOUN
easat-6133	171	50	budget	budget	NOUN
easat-6133	171	51	spending	spending	NOUN
easat-6133	171	52	was	be	AUX
easat-6133	171	53	highly	highly	ADV
easat-6133	171	54	efficient	efficient	ADJ
easat-6133	171	55	,	,	PUNCT
easat-6133	171	56	with	with	ADP
easat-6133	171	57	resources	resource	NOUN
easat-6133	171	58	fully	fully	ADV
easat-6133	171	59	utilized	utilize	VERB
easat-6133	171	60	and	and	CCONJ
easat-6133	171	61	managed	manage	VERB
easat-6133	171	62	appropriately	appropriately	ADV
easat-6133	171	63	in	in	ADP
easat-6133	171	64	size	size	NOUN
easat-6133	171	65	and	and	CCONJ
easat-6133	171	66	technical	technical	ADJ
easat-6133	171	67	efficiency	efficiency	NOUN
easat-6133	171	68	.	.	PUNCT
easat-6133	172	1	this	this	DET
easat-6133	172	2	success	success	NOUN
easat-6133	172	3	may	may	AUX
easat-6133	172	4	be	be	AUX
easat-6133	172	5	attributed	attribute	VERB
easat-6133	172	6	to	to	ADP
easat-6133	172	7	strong	strong	ADJ
easat-6133	172	8	management	management	NOUN
easat-6133	172	9	,	,	PUNCT
easat-6133	172	10	planning	plan	VERB
easat-6133	172	11	capabilities	capability	NOUN
easat-6133	172	12	,	,	PUNCT
easat-6133	172	13	and	and	CCONJ
easat-6133	172	14	an	an	DET
easat-6133	172	15	economic	economic	ADJ
easat-6133	172	16	structure	structure	NOUN
easat-6133	172	17	that	that	PRON
easat-6133	172	18	supports	support	VERB
easat-6133	172	19	efficient	efficient	ADJ
easat-6133	172	20	resource	resource	NOUN
easat-6133	172	21	use	use	NOUN
easat-6133	172	22	.	.	PUNCT
easat-6133	173	1	on	on	ADP
easat-6133	173	2	the	the	DET
easat-6133	173	3	other	other	ADJ
easat-6133	173	4	hand	hand	NOUN
easat-6133	173	5	,	,	PUNCT
easat-6133	173	6	7	7	NUM
easat-6133	173	7	provinces	province	NOUN
easat-6133	173	8	—	—	PUNCT
easat-6133	173	9	chonburi	chonburi	PROPN
easat-6133	173	10	,	,	PUNCT
easat-6133	173	11	chiang	chiang	PROPN
easat-6133	173	12	rai	rai	PROPN
easat-6133	173	13	,	,	PUNCT
easat-6133	173	14	narathiwat	narathiwat	ADV
easat-6133	173	15	,	,	PUNCT
easat-6133	173	16	prachin	prachin	NOUN
easat-6133	173	17	buri	buri	PROPN
easat-6133	173	18	,	,	PUNCT
easat-6133	173	19	pattani	pattani	NOUN
easat-6133	173	20	,	,	PUNCT
easat-6133	173	21	yasothon	yasothon	PROPN
easat-6133	173	22	,	,	PUNCT
easat-6133	173	23	and	and	CCONJ
easat-6133	173	24	roi	roi	NOUN
easat-6133	173	25	et	et	NOUN
easat-6133	173	26	—	—	PUNCT
easat-6133	173	27	were	be	AUX
easat-6133	173	28	only	only	ADV
easat-6133	173	29	efficient	efficient	ADJ
easat-6133	173	30	in	in	ADP
easat-6133	173	31	the	the	DET
easat-6133	173	32	bcc	bcc	PROPN
easat-6133	173	33	model	model	NOUN
easat-6133	173	34	,	,	PUNCT
easat-6133	173	35	showing	show	VERB
easat-6133	173	36	they	they	PRON
easat-6133	173	37	were	be	AUX
easat-6133	173	38	technically	technically	ADV
easat-6133	173	39	efficient	efficient	ADJ
easat-6133	173	40	but	but	CCONJ
easat-6133	173	41	lacked	lack	VERB
easat-6133	173	42	efficiency	efficiency	NOUN
easat-6133	173	43	in	in	ADP
easat-6133	173	44	terms	term	NOUN
easat-6133	173	45	of	of	ADP
easat-6133	173	46	size	size	NOUN
easat-6133	173	47	.	.	PUNCT
easat-6133	174	1	this	this	PRON
easat-6133	174	2	suggests	suggest	VERB
easat-6133	174	3	that	that	SCONJ
easat-6133	174	4	the	the	DET
easat-6133	174	5	resource	resource	NOUN
easat-6133	174	6	allocation	allocation	NOUN
easat-6133	174	7	was	be	AUX
easat-6133	174	8	either	either	CCONJ
easat-6133	174	9	too	too	ADV
easat-6133	174	10	large	large	ADJ
easat-6133	174	11	or	or	CCONJ
easat-6133	174	12	too	too	ADV
easat-6133	174	13	small	small	ADJ
easat-6133	174	14	,	,	PUNCT
easat-6133	174	15	and	and	CCONJ
easat-6133	174	16	adjustments	adjustment	NOUN
easat-6133	174	17	to	to	ADP
easat-6133	174	18	the	the	DET
easat-6133	174	19	budget	budget	NOUN
easat-6133	174	20	or	or	CCONJ
easat-6133	174	21	the	the	DET
easat-6133	174	22	economic	economic	ADJ
easat-6133	174	23	structure	structure	NOUN
easat-6133	174	24	are	be	AUX
easat-6133	174	25	necessary	necessary	ADJ
easat-6133	174	26	for	for	ADP
easat-6133	174	27	improvement	improvement	NOUN
easat-6133	174	28	.	.	PUNCT
easat-6133	175	1	sixteen	sixteen	NUM
easat-6133	175	2	provinces	province	NOUN
easat-6133	175	3	—	—	PUNCT
easat-6133	175	4	krabi	krabi	NOUN
easat-6133	175	5	,	,	PUNCT
easat-6133	175	6	chanthaburi	chanthaburi	NOUN
easat-6133	175	7	,	,	PUNCT
easat-6133	175	8	chaiyaphum	chaiyaphum	ADJ
easat-6133	175	9	,	,	PUNCT
easat-6133	175	10	nakhon	nakhon	PROPN
easat-6133	175	11	pathom	pathom	NOUN
easat-6133	175	12	,	,	PUNCT
easat-6133	175	13	nonthaburi	nonthaburi	PROPN
easat-6133	175	14	,	,	PUNCT
easat-6133	175	15	pathum	pathum	NOUN
easat-6133	175	16	thani	thani	PROPN
easat-6133	175	17	,	,	PUNCT
easat-6133	175	18	phra	phra	PROPN
easat-6133	175	19	nakhon	nakhon	PROPN
easat-6133	175	20	si	si	PROPN
easat-6133	175	21	ayutthaya	ayutthaya	PROPN
easat-6133	175	22	,	,	PUNCT
easat-6133	175	23	phayao	phayao	NOUN
easat-6133	175	24	,	,	PUNCT
easat-6133	175	25	phitsanulok	phitsanulok	NOUN
easat-6133	175	26	,	,	PUNCT
easat-6133	175	27	phetchaburi	phetchaburi	NOUN
easat-6133	175	28	,	,	PUNCT
easat-6133	175	29	lopburi	lopburi	NOUN
easat-6133	175	30	,	,	PUNCT
easat-6133	175	31	lamphun	lamphun	PROPN
easat-6133	175	32	,	,	PUNCT
easat-6133	175	33	loei	loei	PROPN
easat-6133	175	34	,	,	PUNCT
easat-6133	175	35	sa	sa	PROPN
easat-6133	175	36	kaeo	kaeo	PROPN
easat-6133	175	37	,	,	PUNCT
easat-6133	175	38	saraburi	saraburi	PROPN
easat-6133	175	39	,	,	PUNCT
easat-6133	175	40	and	and	CCONJ
easat-6133	175	41	uthai	uthai	PROPN
easat-6133	175	42	thani	thani	PROPN
easat-6133	175	43	—	—	PUNCT
easat-6133	175	44	demonstrated	demonstrate	VERB
easat-6133	175	45	specific	specific	ADJ
easat-6133	175	46	efficiency	efficiency	NOUN
easat-6133	175	47	in	in	ADP
easat-6133	175	48	the	the	DET
easat-6133	175	49	se	se	PROPN
easat-6133	175	50	model	model	PROPN
easat-6133	175	51	,	,	PUNCT
easat-6133	175	52	meaning	mean	VERB
easat-6133	175	53	that	that	SCONJ
easat-6133	175	54	they	they	PRON
easat-6133	175	55	were	be	AUX
easat-6133	175	56	efficient	efficient	ADJ
easat-6133	175	57	in	in	ADP
easat-6133	175	58	terms	term	NOUN
easat-6133	175	59	of	of	ADP
easat-6133	175	60	size	size	NOUN
easat-6133	175	61	but	but	CCONJ
easat-6133	175	62	lacked	lack	VERB
easat-6133	175	63	technical	technical	ADJ
easat-6133	175	64	efficiency	efficiency	NOUN
easat-6133	175	65	.	.	PUNCT
easat-6133	176	1	this	this	PRON
easat-6133	176	2	suggests	suggest	VERB
easat-6133	176	3	these	these	DET
easat-6133	176	4	provinces	province	NOUN
easat-6133	176	5	can	can	AUX
easat-6133	176	6	fully	fully	ADV
easat-6133	176	7	utilize	utilize	VERB
easat-6133	176	8	their	their	PRON
easat-6133	176	9	resources	resource	NOUN
easat-6133	176	10	when	when	SCONJ
easat-6133	176	11	operations	operation	NOUN
easat-6133	176	12	are	be	AUX
easat-6133	176	13	appropriately	appropriately	ADV
easat-6133	176	14	scaled	scale	VERB
easat-6133	176	15	,	,	PUNCT
easat-6133	176	16	but	but	CCONJ
easat-6133	176	17	they	they	PRON
easat-6133	176	18	still	still	ADV
easat-6133	176	19	need	need	VERB
easat-6133	176	20	improvements	improvement	NOUN
easat-6133	176	21	in	in	ADP
easat-6133	176	22	internal	internal	ADJ
easat-6133	176	23	management	management	NOUN
easat-6133	176	24	efficiency	efficiency	NOUN
easat-6133	176	25	,	,	PUNCT
easat-6133	176	26	such	such	ADJ
easat-6133	176	27	as	as	ADP
easat-6133	176	28	enhancing	enhance	VERB
easat-6133	176	29	the	the	DET
easat-6133	176	30	capacity	capacity	NOUN
easat-6133	176	31	of	of	ADP
easat-6133	176	32	officials	official	NOUN
easat-6133	176	33	or	or	CCONJ
easat-6133	176	34	better	well	ADJ
easat-6133	176	35	budget	budget	NOUN
easat-6133	176	36	planning	planning	NOUN
easat-6133	176	37	.	.	PUNCT
easat-6133	177	1	the	the	DET
easat-6133	177	2	remaining	remain	VERB
easat-6133	177	3	45	45	NUM
easat-6133	177	4	provinces	province	NOUN
easat-6133	177	5	were	be	AUX
easat-6133	177	6	inefficient	inefficient	ADJ
easat-6133	177	7	across	across	ADP
easat-6133	177	8	all	all	DET
easat-6133	177	9	models	model	NOUN
easat-6133	177	10	(	(	PUNCT
easat-6133	177	11	ccr	ccr	PROPN
easat-6133	177	12	,	,	PUNCT
easat-6133	177	13	bcc	bcc	PROPN
easat-6133	177	14	,	,	PUNCT
easat-6133	177	15	and	and	CCONJ
easat-6133	177	16	se	se	X
easat-6133	177	17	)	)	PUNCT
easat-6133	177	18	,	,	PUNCT
easat-6133	177	19	indicating	indicate	VERB
easat-6133	177	20	potential	potential	ADJ
easat-6133	177	21	structural	structural	ADJ
easat-6133	177	22	issues	issue	NOUN
easat-6133	177	23	such	such	ADJ
easat-6133	177	24	as	as	ADP
easat-6133	177	25	improper	improper	ADJ
easat-6133	177	26	budget	budget	NOUN
easat-6133	177	27	allocation	allocation	NOUN
easat-6133	177	28	,	,	PUNCT
easat-6133	177	29	ineffective	ineffective	ADJ
easat-6133	177	30	use	use	NOUN
easat-6133	177	31	of	of	ADP
easat-6133	177	32	resources	resource	NOUN
easat-6133	177	33	,	,	PUNCT
easat-6133	177	34	weak	weak	ADJ
easat-6133	177	35	management	management	NOUN
easat-6133	177	36	capabilities	capability	NOUN
easat-6133	177	37	within	within	ADP
easat-6133	177	38	local	local	ADJ
easat-6133	177	39	government	government	NOUN
easat-6133	177	40	agencies	agency	NOUN
easat-6133	177	41	,	,	PUNCT
easat-6133	177	42	or	or	CCONJ
easat-6133	177	43	economic	economic	ADJ
easat-6133	177	44	and	and	CCONJ
easat-6133	177	45	infrastructure	infrastructure	NOUN
easat-6133	177	46	challenges	challenge	NOUN
easat-6133	177	47	hindering	hinder	VERB
easat-6133	177	48	development	development	NOUN
easat-6133	177	49	.	.	PUNCT
easat-6133	178	1	overall	overall	ADV
easat-6133	178	2	,	,	PUNCT
easat-6133	178	3	the	the	DET
easat-6133	178	4	findings	finding	NOUN
easat-6133	178	5	underscore	underscore	VERB
easat-6133	178	6	the	the	DET
easat-6133	178	7	need	need	NOUN
easat-6133	178	8	for	for	ADP
easat-6133	178	9	further	further	ADJ
easat-6133	178	10	improvements	improvement	NOUN
easat-6133	178	11	in	in	ADP
easat-6133	178	12	government	government	NOUN
easat-6133	178	13	budget	budget	NOUN
easat-6133	178	14	spending	spending	NOUN
easat-6133	178	15	to	to	PART
easat-6133	178	16	maximize	maximize	VERB
easat-6133	178	17	efficiency	efficiency	NOUN
easat-6133	178	18	.	.	PUNCT
easat-6133	179	1	budget	budget	NOUN
easat-6133	179	2	allocations	allocation	NOUN
easat-6133	179	3	should	should	AUX
easat-6133	179	4	focus	focus	VERB
easat-6133	179	5	on	on	ADP
easat-6133	179	6	increasing	increase	VERB
easat-6133	179	7	the	the	DET
easat-6133	179	8	capabilities	capability	NOUN
easat-6133	179	9	of	of	ADP
easat-6133	179	10	provinces	province	NOUN
easat-6133	179	11	that	that	PRON
easat-6133	179	12	are	be	AUX
easat-6133	179	13	inefficient	inefficient	ADJ
easat-6133	179	14	,	,	PUNCT
easat-6133	179	15	adjusting	adjust	VERB
easat-6133	179	16	the	the	DET
easat-6133	179	17	size	size	NOUN
easat-6133	179	18	of	of	ADP
easat-6133	179	19	spending	spend	VERB
easat-6133	179	20	appropriately	appropriately	ADV
easat-6133	179	21	,	,	PUNCT
easat-6133	179	22	and	and	CCONJ
easat-6133	179	23	systematically	systematically	ADV
easat-6133	179	24	developing	develop	VERB
easat-6133	179	25	the	the	DET
easat-6133	179	26	management	management	NOUN
easat-6133	179	27	skills	skill	NOUN
easat-6133	179	28	of	of	ADP
easat-6133	179	29	local	local	ADJ
easat-6133	179	30	government	government	NOUN
easat-6133	179	31	agencies	agency	NOUN
easat-6133	179	32	.	.	PUNCT
easat-6133	180	1	973	973	NUM
easat-6133	180	2	edelweiss	edelweiss	PROPN
easat-6133	180	3	applied	apply	VERB
easat-6133	180	4	science	science	NOUN
easat-6133	180	5	and	and	CCONJ
easat-6133	180	6	technology	technology	NOUN
easat-6133	180	7	issn	issn	PROPN
easat-6133	180	8	:	:	PUNCT
easat-6133	180	9	2576	2576	NUM
easat-6133	180	10	-	-	SYM
easat-6133	180	11	8484	8484	NUM
easat-6133	180	12	vol	vol	NOUN
easat-6133	180	13	.	.	PROPN
easat-6133	181	1	9	9	NUM
easat-6133	181	2	,	,	PUNCT
easat-6133	181	3	no	no	INTJ
easat-6133	181	4	.	.	NOUN
easat-6133	182	1	4	4	NUM
easat-6133	182	2	:	:	PUNCT
easat-6133	182	3	966	966	NUM
easat-6133	182	4	-	-	SYM
easat-6133	182	5	974	974	NUM
easat-6133	182	6	,	,	PUNCT
easat-6133	182	7	2025	2025	NUM
easat-6133	182	8	doi	doi	NOUN
easat-6133	182	9	:	:	PUNCT
easat-6133	182	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	182	11	©	©	PROPN
easat-6133	182	12	2025	2025	NUM
easat-6133	182	13	by	by	ADP
easat-6133	182	14	the	the	DET
easat-6133	182	15	authors	author	NOUN
easat-6133	182	16	;	;	PUNCT
easat-6133	182	17	licensee	licensee	PROPN
easat-6133	182	18	learning	learning	NOUN
easat-6133	182	19	gate	gate	NOUN
easat-6133	182	20	5	5	NUM
easat-6133	182	21	.	.	PUNCT
easat-6133	183	1	conclusion	conclusion	NOUN
easat-6133	183	2	this	this	DET
easat-6133	183	3	study	study	NOUN
easat-6133	183	4	analyzed	analyze	VERB
easat-6133	183	5	the	the	DET
easat-6133	183	6	input	input	NOUN
easat-6133	183	7	,	,	PUNCT
easat-6133	183	8	output	output	NOUN
easat-6133	183	9	,	,	PUNCT
easat-6133	183	10	and	and	CCONJ
easat-6133	183	11	environmental	environmental	ADJ
easat-6133	183	12	factors	factor	NOUN
easat-6133	183	13	for	for	ADP
easat-6133	183	14	evaluating	evaluate	VERB
easat-6133	183	15	the	the	DET
easat-6133	183	16	efficiency	efficiency	NOUN
easat-6133	183	17	of	of	ADP
easat-6133	183	18	government	government	NOUN
easat-6133	183	19	budget	budget	NOUN
easat-6133	183	20	expenditure	expenditure	NOUN
easat-6133	183	21	at	at	ADP
easat-6133	183	22	the	the	DET
easat-6133	183	23	provincial	provincial	ADJ
easat-6133	183	24	level	level	NOUN
easat-6133	183	25	using	use	VERB
easat-6133	183	26	in	in	ADP
easat-6133	183	27	-	-	PUNCT
easat-6133	183	28	depth	depth	NOUN
easat-6133	183	29	interviews	interview	NOUN
easat-6133	183	30	.	.	PUNCT
easat-6133	184	1	the	the	DET
easat-6133	184	2	findings	finding	NOUN
easat-6133	184	3	revealed	reveal	VERB
easat-6133	184	4	two	two	NUM
easat-6133	184	5	input	input	NOUN
easat-6133	184	6	variables	variable	NOUN
easat-6133	184	7	(	(	PUNCT
easat-6133	184	8	total	total	ADJ
easat-6133	184	9	budget	budget	NOUN
easat-6133	184	10	expenditure	expenditure	NOUN
easat-6133	184	11	and	and	CCONJ
easat-6133	184	12	total	total	ADJ
easat-6133	184	13	budget	budget	NOUN
easat-6133	184	14	expenditure	expenditure	NOUN
easat-6133	184	15	per	per	ADP
easat-6133	184	16	capita	capita	NOUN
easat-6133	184	17	)	)	PUNCT
easat-6133	184	18	,	,	PUNCT
easat-6133	184	19	five	five	NUM
easat-6133	184	20	output	output	NOUN
easat-6133	184	21	variables	variable	NOUN
easat-6133	184	22	(	(	PUNCT
easat-6133	184	23	gross	gross	ADJ
easat-6133	184	24	provincial	provincial	ADJ
easat-6133	184	25	product	product	NOUN
easat-6133	184	26	,	,	PUNCT
easat-6133	184	27	proportion	proportion	NOUN
easat-6133	184	28	of	of	ADP
easat-6133	184	29	poor	poor	ADJ
easat-6133	184	30	people	people	NOUN
easat-6133	184	31	,	,	PUNCT
easat-6133	184	32	coefficient	coefficient	NOUN
easat-6133	184	33	of	of	ADP
easat-6133	184	34	income	income	NOUN
easat-6133	184	35	inequality	inequality	NOUN
easat-6133	184	36	,	,	PUNCT
easat-6133	184	37	employment	employment	NOUN
easat-6133	184	38	rate	rate	NOUN
easat-6133	184	39	,	,	PUNCT
easat-6133	184	40	and	and	CCONJ
easat-6133	184	41	crime	crime	NOUN
easat-6133	184	42	cases	case	NOUN
easat-6133	184	43	)	)	PUNCT
easat-6133	184	44	,	,	PUNCT
easat-6133	184	45	and	and	CCONJ
easat-6133	184	46	three	three	NUM
easat-6133	184	47	environmental	environmental	ADJ
easat-6133	184	48	variables	variable	NOUN
easat-6133	184	49	(	(	PUNCT
easat-6133	184	50	population	population	NOUN
easat-6133	184	51	density	density	NOUN
easat-6133	184	52	,	,	PUNCT
easat-6133	184	53	average	average	ADJ
easat-6133	184	54	years	year	NOUN
easat-6133	184	55	of	of	ADP
easat-6133	184	56	education	education	NOUN
easat-6133	184	57	,	,	PUNCT
easat-6133	184	58	and	and	CCONJ
easat-6133	184	59	unemployment	unemployment	NOUN
easat-6133	184	60	rate	rate	NOUN
easat-6133	184	61	)	)	PUNCT
easat-6133	184	62	.	.	PUNCT
easat-6133	185	1	the	the	DET
easat-6133	185	2	efficiency	efficiency	NOUN
easat-6133	185	3	analysis	analysis	NOUN
easat-6133	185	4	indicated	indicate	VERB
easat-6133	185	5	that	that	SCONJ
easat-6133	185	6	the	the	DET
easat-6133	185	7	average	average	ADJ
easat-6133	185	8	scores	score	NOUN
easat-6133	185	9	of	of	ADP
easat-6133	185	10	the	the	DET
easat-6133	185	11	ccr	ccr	PROPN
easat-6133	185	12	,	,	PUNCT
easat-6133	185	13	bcc	bcc	PROPN
easat-6133	185	14	,	,	PUNCT
easat-6133	185	15	and	and	CCONJ
easat-6133	185	16	se	se	PROPN
easat-6133	185	17	models	model	NOUN
easat-6133	185	18	were	be	AUX
easat-6133	185	19	0.567	0.567	NUM
easat-6133	185	20	,	,	PUNCT
easat-6133	185	21	0.619	0.619	NUM
easat-6133	185	22	,	,	PUNCT
easat-6133	185	23	and	and	CCONJ
easat-6133	185	24	0.932	0.932	NUM
easat-6133	185	25	,	,	PUNCT
easat-6133	185	26	respectively	respectively	ADV
easat-6133	185	27	.	.	PUNCT
easat-6133	186	1	eight	eight	NUM
easat-6133	186	2	provinces	province	NOUN
easat-6133	186	3	demonstrated	demonstrate	VERB
easat-6133	186	4	the	the	DET
easat-6133	186	5	highest	high	ADJ
easat-6133	186	6	efficiency	efficiency	NOUN
easat-6133	186	7	in	in	ADP
easat-6133	186	8	all	all	DET
easat-6133	186	9	models	model	NOUN
easat-6133	186	10	,	,	PUNCT
easat-6133	186	11	including	include	VERB
easat-6133	186	12	kalasin	kalasin	NOUN
easat-6133	186	13	.	.	PUNCT
easat-6133	187	1	seven	seven	NUM
easat-6133	187	2	provinces	province	NOUN
easat-6133	187	3	showed	show	VERB
easat-6133	187	4	bcc	bcc	PROPN
easat-6133	187	5	efficiency	efficiency	NOUN
easat-6133	187	6	—	—	PUNCT
easat-6133	187	7	chonburi	chonburi	PROPN
easat-6133	187	8	,	,	PUNCT
easat-6133	187	9	chiang	chiang	PROPN
easat-6133	187	10	rai	rai	PROPN
easat-6133	187	11	,	,	PUNCT
easat-6133	187	12	narathiwat	narathiwat	ADJ
easat-6133	187	13	,	,	PUNCT
easat-6133	187	14	prachinburi	prachinburi	ADJ
easat-6133	187	15	,	,	PUNCT
easat-6133	187	16	pattani	pattani	NOUN
easat-6133	187	17	,	,	PUNCT
easat-6133	187	18	yasothon	yasothon	PROPN
easat-6133	187	19	,	,	PUNCT
easat-6133	187	20	and	and	CCONJ
easat-6133	187	21	roi	roi	NOUN
easat-6133	187	22	et	et	PROPN
easat-6133	187	23	.	.	PUNCT
easat-6133	188	1	sixteen	sixteen	NUM
easat-6133	188	2	provinces	province	NOUN
easat-6133	188	3	were	be	AUX
easat-6133	188	4	efficient	efficient	ADJ
easat-6133	188	5	in	in	ADP
easat-6133	188	6	terms	term	NOUN
easat-6133	188	7	of	of	ADP
easat-6133	188	8	se	se	X
easat-6133	188	9	—	—	PUNCT
easat-6133	188	10	krabi	krabi	NOUN
easat-6133	188	11	,	,	PUNCT
easat-6133	188	12	chanthaburi	chanthaburi	NOUN
easat-6133	188	13	,	,	PUNCT
easat-6133	188	14	chaiyaphum	chaiyaphum	ADJ
easat-6133	188	15	,	,	PUNCT
easat-6133	188	16	nakhon	nakhon	PROPN
easat-6133	188	17	pathom	pathom	NOUN
easat-6133	188	18	,	,	PUNCT
easat-6133	188	19	nonthaburi	nonthaburi	PROPN
easat-6133	188	20	,	,	PUNCT
easat-6133	188	21	pathum	pathum	NOUN
easat-6133	188	22	thani	thani	PROPN
easat-6133	188	23	,	,	PUNCT
easat-6133	188	24	phra	phra	PROPN
easat-6133	188	25	nakhon	nakhon	PROPN
easat-6133	188	26	si	si	PROPN
easat-6133	188	27	ayutthaya	ayutthaya	PROPN
easat-6133	188	28	,	,	PUNCT
easat-6133	188	29	phayao	phayao	NOUN
easat-6133	188	30	,	,	PUNCT
easat-6133	188	31	phitsanulok	phitsanulok	NOUN
easat-6133	188	32	,	,	PUNCT
easat-6133	188	33	phetchaburi	phetchaburi	NOUN
easat-6133	188	34	,	,	PUNCT
easat-6133	188	35	lopburi	lopburi	NOUN
easat-6133	188	36	,	,	PUNCT
easat-6133	188	37	lamphun	lamphun	PROPN
easat-6133	188	38	,	,	PUNCT
easat-6133	188	39	loei	loei	PROPN
easat-6133	188	40	,	,	PUNCT
easat-6133	188	41	sa	sa	PROPN
easat-6133	188	42	kaeo	kaeo	PROPN
easat-6133	188	43	,	,	PUNCT
easat-6133	188	44	saraburi	saraburi	PROPN
easat-6133	188	45	,	,	PUNCT
easat-6133	188	46	and	and	CCONJ
easat-6133	188	47	uthai	uthai	PROPN
easat-6133	188	48	thani	thani	PROPN
easat-6133	188	49	.	.	PUNCT
easat-6133	189	1	the	the	DET
easat-6133	189	2	remaining	remain	VERB
easat-6133	189	3	45	45	NUM
easat-6133	189	4	provinces	province	NOUN
easat-6133	189	5	were	be	AUX
easat-6133	189	6	inefficient	inefficient	ADJ
easat-6133	189	7	across	across	ADP
easat-6133	189	8	the	the	DET
easat-6133	189	9	ccr	ccr	PROPN
easat-6133	189	10	,	,	PUNCT
easat-6133	189	11	bcc	bcc	PROPN
easat-6133	189	12	,	,	PUNCT
easat-6133	189	13	and	and	CCONJ
easat-6133	189	14	se	se	PROPN
easat-6133	189	15	models	model	NOUN
easat-6133	189	16	.	.	PUNCT
easat-6133	190	1	for	for	ADP
easat-6133	190	2	provinces	province	NOUN
easat-6133	190	3	with	with	ADP
easat-6133	190	4	low	low	ADJ
easat-6133	190	5	bcc	bcc	PROPN
easat-6133	190	6	scores	score	NOUN
easat-6133	190	7	,	,	PUNCT
easat-6133	190	8	the	the	DET
easat-6133	190	9	budget	budget	NOUN
easat-6133	190	10	should	should	AUX
easat-6133	190	11	be	be	AUX
easat-6133	190	12	reduced	reduce	VERB
easat-6133	190	13	to	to	ADP
easat-6133	190	14	an	an	DET
easat-6133	190	15	appropriate	appropriate	ADJ
easat-6133	190	16	level	level	NOUN
easat-6133	190	17	.	.	PUNCT
easat-6133	191	1	additionally	additionally	ADV
easat-6133	191	2	,	,	PUNCT
easat-6133	191	3	regarding	regard	VERB
easat-6133	191	4	production	production	NOUN
easat-6133	191	5	size	size	NOUN
easat-6133	191	6	,	,	PUNCT
easat-6133	191	7	24	24	NUM
easat-6133	191	8	provinces	province	NOUN
easat-6133	191	9	were	be	AUX
easat-6133	191	10	found	find	VERB
easat-6133	191	11	to	to	PART
easat-6133	191	12	have	have	VERB
easat-6133	191	13	an	an	DET
easat-6133	191	14	appropriate	appropriate	ADJ
easat-6133	191	15	size	size	NOUN
easat-6133	191	16	,	,	PUNCT
easat-6133	191	17	while	while	SCONJ
easat-6133	191	18	52	52	NUM
easat-6133	191	19	provinces	province	NOUN
easat-6133	191	20	were	be	AUX
easat-6133	191	21	deemed	deem	VERB
easat-6133	191	22	inappropriate	inappropriate	ADJ
easat-6133	191	23	.	.	PUNCT
easat-6133	192	1	nine	nine	NUM
easat-6133	192	2	provinces	province	NOUN
easat-6133	192	3	should	should	AUX
easat-6133	192	4	increase	increase	VERB
easat-6133	192	5	their	their	PRON
easat-6133	192	6	size	size	NOUN
easat-6133	192	7	(	(	PUNCT
easat-6133	192	8	irs	irs	PROPN
easat-6133	192	9	)	)	PUNCT
easat-6133	192	10	,	,	PUNCT
easat-6133	192	11	and	and	CCONJ
easat-6133	192	12	43	43	NUM
easat-6133	192	13	provinces	province	NOUN
easat-6133	192	14	should	should	AUX
easat-6133	192	15	reduce	reduce	VERB
easat-6133	192	16	their	their	PRON
easat-6133	192	17	size	size	NOUN
easat-6133	192	18	(	(	PUNCT
easat-6133	192	19	drs	drs	PROPN
easat-6133	192	20	)	)	PUNCT
easat-6133	192	21	to	to	PART
easat-6133	192	22	improve	improve	VERB
easat-6133	192	23	the	the	DET
easat-6133	192	24	efficiency	efficiency	NOUN
easat-6133	192	25	of	of	ADP
easat-6133	192	26	government	government	NOUN
easat-6133	192	27	budget	budget	NOUN
easat-6133	192	28	spending	spending	NOUN
easat-6133	192	29	.	.	PUNCT
easat-6133	193	1	transparency	transparency	NOUN
easat-6133	193	2	:	:	PUNCT
easat-6133	193	3	the	the	DET
easat-6133	193	4	authors	author	NOUN
easat-6133	193	5	confirm	confirm	VERB
easat-6133	193	6	that	that	SCONJ
easat-6133	193	7	the	the	DET
easat-6133	193	8	manuscript	manuscript	NOUN
easat-6133	193	9	is	be	AUX
easat-6133	193	10	an	an	DET
easat-6133	193	11	honest	honest	ADJ
easat-6133	193	12	,	,	PUNCT
easat-6133	193	13	accurate	accurate	ADJ
easat-6133	193	14	,	,	PUNCT
easat-6133	193	15	and	and	CCONJ
easat-6133	193	16	transparent	transparent	ADJ
easat-6133	193	17	account	account	NOUN
easat-6133	193	18	of	of	ADP
easat-6133	193	19	the	the	DET
easat-6133	193	20	study	study	NOUN
easat-6133	193	21	;	;	PUNCT
easat-6133	193	22	that	that	SCONJ
easat-6133	193	23	no	no	DET
easat-6133	193	24	vital	vital	ADJ
easat-6133	193	25	features	feature	NOUN
easat-6133	193	26	of	of	ADP
easat-6133	193	27	the	the	DET
easat-6133	193	28	study	study	NOUN
easat-6133	193	29	have	have	AUX
easat-6133	193	30	been	be	AUX
easat-6133	193	31	omitted	omit	VERB
easat-6133	193	32	;	;	PUNCT
easat-6133	193	33	and	and	CCONJ
easat-6133	193	34	that	that	SCONJ
easat-6133	193	35	any	any	DET
easat-6133	193	36	discrepancies	discrepancy	NOUN
easat-6133	193	37	from	from	ADP
easat-6133	193	38	the	the	DET
easat-6133	193	39	study	study	NOUN
easat-6133	193	40	as	as	SCONJ
easat-6133	193	41	planned	plan	VERB
easat-6133	193	42	have	have	AUX
easat-6133	193	43	been	be	AUX
easat-6133	193	44	explained	explain	VERB
easat-6133	193	45	.	.	PUNCT
easat-6133	194	1	this	this	DET
easat-6133	194	2	study	study	NOUN
easat-6133	194	3	followed	follow	VERB
easat-6133	194	4	all	all	DET
easat-6133	194	5	ethical	ethical	ADJ
easat-6133	194	6	practices	practice	NOUN
easat-6133	194	7	during	during	ADP
easat-6133	194	8	writing	writing	NOUN
easat-6133	194	9	.	.	PUNCT
easat-6133	195	1	copyright	copyright	NOUN
easat-6133	195	2	:	:	PUNCT
easat-6133	195	3	©	©	PROPN
easat-6133	195	4	2025	2025	NUM
easat-6133	195	5	by	by	ADP
easat-6133	195	6	the	the	DET
easat-6133	195	7	authors	author	NOUN
easat-6133	195	8	.	.	PUNCT
easat-6133	196	1	this	this	DET
easat-6133	196	2	open	open	ADJ
easat-6133	196	3	-	-	PUNCT
easat-6133	196	4	access	access	NOUN
easat-6133	196	5	article	article	NOUN
easat-6133	196	6	is	be	AUX
easat-6133	196	7	distributed	distribute	VERB
easat-6133	196	8	under	under	ADP
easat-6133	196	9	the	the	DET
easat-6133	196	10	terms	term	NOUN
easat-6133	196	11	and	and	CCONJ
easat-6133	196	12	conditions	condition	NOUN
easat-6133	196	13	of	of	ADP
easat-6133	196	14	the	the	DET
easat-6133	196	15	creative	creative	ADJ
easat-6133	196	16	commons	common	NOUN
easat-6133	196	17	attribution	attribution	NOUN
easat-6133	196	18	(	(	PUNCT
easat-6133	196	19	cc	cc	NOUN
easat-6133	196	20	by	by	ADP
easat-6133	196	21	)	)	PUNCT
easat-6133	196	22	license	license	NOUN
easat-6133	196	23	(	(	PUNCT
easat-6133	196	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6133	196	25	)	)	PUNCT
easat-6133	196	26	.	.	PUNCT
easat-6133	197	1	references	reference	NOUN
easat-6133	197	2	[	[	X
easat-6133	197	3	1	1	X
easat-6133	197	4	]	]	PUNCT
easat-6133	197	5	s.	s.	PROPN
easat-6133	197	6	sirisunhirun	sirisunhirun	PROPN
easat-6133	197	7	,	,	PUNCT
easat-6133	197	8	n.	n.	NOUN
easat-6133	197	9	chatthong	chatthong	PROPN
easat-6133	197	10	,	,	PUNCT
easat-6133	197	11	t.	t.	PROPN
easat-6133	197	12	pattana	pattana	PROPN
easat-6133	197	13	,	,	PUNCT
easat-6133	197	14	n.	n.	NOUN
easat-6133	197	15	banphot	banphot	NOUN
easat-6133	197	16	,	,	PUNCT
easat-6133	197	17	and	and	CCONJ
easat-6133	197	18	k.	k.	PROPN
easat-6133	197	19	thienthong	thienthong	PROPN
easat-6133	197	20	,	,	PUNCT
easat-6133	197	21	"	"	PUNCT
easat-6133	197	22	a	a	DET
easat-6133	197	23	comparative	comparative	ADJ
easat-6133	197	24	study	study	NOUN
easat-6133	197	25	of	of	ADP
easat-6133	197	26	public	public	ADJ
easat-6133	197	27	finance	finance	NOUN
easat-6133	197	28	:	:	PUNCT
easat-6133	197	29	case	case	NOUN
easat-6133	197	30	study	study	NOUN
easat-6133	197	31	of	of	ADP
easat-6133	197	32	thailand	thailand	PROPN
easat-6133	197	33	,	,	PUNCT
easat-6133	197	34	the	the	DET
easat-6133	197	35	united	united	PROPN
easat-6133	197	36	states	states	PROPN
easat-6133	197	37	of	of	ADP
easat-6133	197	38	america	america	PROPN
easat-6133	197	39	,	,	PUNCT
easat-6133	197	40	united	united	PROPN
easat-6133	197	41	kingdom	kingdom	PROPN
easat-6133	197	42	,	,	PUNCT
easat-6133	197	43	singapore	singapore	PROPN
easat-6133	197	44	,	,	PUNCT
easat-6133	197	45	and	and	CCONJ
easat-6133	197	46	korea	korea	PROPN
easat-6133	197	47	,	,	PUNCT
easat-6133	197	48	"	"	PUNCT
easat-6133	197	49	integrated	integrate	VERB
easat-6133	197	50	social	social	ADJ
easat-6133	197	51	science	science	NOUN
easat-6133	197	52	journal	journal	NOUN
easat-6133	197	53	,	,	PUNCT
easat-6133	197	54	mahidol	mahidol	PROPN
easat-6133	197	55	university	university	NOUN
easat-6133	197	56	,	,	PUNCT
easat-6133	197	57	vol	vol	NOUN
easat-6133	197	58	.	.	PROPN
easat-6133	198	1	6	6	NUM
easat-6133	198	2	,	,	PUNCT
easat-6133	198	3	no	no	INTJ
easat-6133	198	4	.	.	NOUN
easat-6133	198	5	1	1	NUM
easat-6133	198	6	,	,	PUNCT
easat-6133	198	7	pp	pp	ADJ
easat-6133	198	8	.	.	PUNCT
easat-6133	199	1	257–299	257–299	NUM
easat-6133	199	2	,	,	PUNCT
easat-6133	199	3	2019	2019	NUM
easat-6133	199	4	.	.	PUNCT
easat-6133	200	1	[	[	X
easat-6133	200	2	2	2	X
easat-6133	200	3	]	]	PUNCT
easat-6133	200	4	s.	s.	PROPN
easat-6133	200	5	mualtaku	mualtaku	PROPN
easat-6133	200	6	and	and	CCONJ
easat-6133	200	7	s.	s.	PROPN
easat-6133	200	8	laochankham	laochankham	PROPN
easat-6133	200	9	,	,	PUNCT
easat-6133	200	10	"	"	PUNCT
easat-6133	200	11	comparing	compare	VERB
easat-6133	200	12	budget	budget	NOUN
easat-6133	200	13	allocation	allocation	NOUN
easat-6133	200	14	before	before	ADP
easat-6133	200	15	and	and	CCONJ
easat-6133	200	16	after	after	ADP
easat-6133	200	17	thailand	thailand	PROPN
easat-6133	200	18	coup	coup	NOUN
easat-6133	200	19	d’état	d’état	PROPN
easat-6133	200	20	2014	2014	NUM
easat-6133	200	21	,	,	PUNCT
easat-6133	200	22	"	"	PUNCT
easat-6133	200	23	research	research	NOUN
easat-6133	200	24	community	community	NOUN
easat-6133	200	25	and	and	CCONJ
easat-6133	200	26	social	social	ADJ
easat-6133	200	27	development	development	NOUN
easat-6133	200	28	journal	journal	PROPN
easat-6133	200	29	,	,	PUNCT
easat-6133	200	30	vol	vol	NOUN
easat-6133	200	31	.	.	PROPN
easat-6133	200	32	14	14	NUM
easat-6133	200	33	,	,	PUNCT
easat-6133	200	34	no	no	INTJ
easat-6133	200	35	.	.	NOUN
easat-6133	200	36	1	1	NUM
easat-6133	200	37	,	,	PUNCT
easat-6133	200	38	pp	pp	ADJ
easat-6133	200	39	.	.	PUNCT
easat-6133	201	1	205–218	205–218	NUM
easat-6133	201	2	,	,	PUNCT
easat-6133	201	3	2020	2020	NUM
easat-6133	201	4	.	.	PUNCT
easat-6133	202	1	[	[	X
easat-6133	202	2	3	3	X
easat-6133	202	3	]	]	X
easat-6133	202	4	n.	n.	NOUN
easat-6133	202	5	jingjit	jingjit	PROPN
easat-6133	202	6	,	,	PUNCT
easat-6133	202	7	"	"	PUNCT
easat-6133	202	8	the	the	DET
easat-6133	202	9	allocation	allocation	NOUN
easat-6133	202	10	of	of	ADP
easat-6133	202	11	annual	annual	ADJ
easat-6133	202	12	expenditure	expenditure	NOUN
easat-6133	202	13	budget	budget	NOUN
easat-6133	202	14	:	:	PUNCT
easat-6133	202	15	a	a	DET
easat-6133	202	16	case	case	NOUN
easat-6133	202	17	study	study	NOUN
easat-6133	202	18	of	of	ADP
easat-6133	202	19	central	central	ADJ
easat-6133	202	20	budget	budget	NOUN
easat-6133	202	21	for	for	ADP
easat-6133	202	22	emergencies	emergency	NOUN
easat-6133	202	23	or	or	CCONJ
easat-6133	202	24	necessary	necessary	ADJ
easat-6133	202	25	expenditure	expenditure	NOUN
easat-6133	202	26	,	,	PUNCT
easat-6133	202	27	"	"	PUNCT
easat-6133	202	28	master	master	NOUN
easat-6133	202	29	thesis	thesis	NOUN
easat-6133	202	30	,	,	PUNCT
easat-6133	202	31	chulalongkorn	chulalongkorn	ADJ
easat-6133	202	32	university	university	NOUN
easat-6133	202	33	,	,	PUNCT
easat-6133	202	34	thailand	thailand	PROPN
easat-6133	202	35	,	,	PUNCT
easat-6133	202	36	2022	2022	NUM
easat-6133	202	37	.	.	PUNCT
easat-6133	203	1	[	[	X
easat-6133	203	2	4	4	NUM
easat-6133	203	3	]	]	PUNCT
easat-6133	203	4	a.	a.	NOUN
easat-6133	203	5	intapanti	intapanti	PROPN
easat-6133	203	6	,	,	PUNCT
easat-6133	203	7	"	"	PUNCT
easat-6133	203	8	effectiveness	effectiveness	NOUN
easat-6133	203	9	evaluation	evaluation	NOUN
easat-6133	203	10	of	of	ADP
easat-6133	203	11	the	the	DET
easat-6133	203	12	implementation	implementation	NOUN
easat-6133	203	13	of	of	ADP
easat-6133	203	14	strategic	strategic	ADJ
easat-6133	203	15	performance	performance	NOUN
easat-6133	203	16	-	-	PUNCT
easat-6133	203	17	based	base	VERB
easat-6133	203	18	budgeting	budgeting	NOUN
easat-6133	203	19	in	in	ADP
easat-6133	203	20	the	the	DET
easat-6133	203	21	ministry	ministry	PROPN
easat-6133	203	22	of	of	ADP
easat-6133	203	23	finance	finance	NOUN
easat-6133	203	24	,	,	PUNCT
easat-6133	203	25	"	"	PUNCT
easat-6133	203	26	doctoral	doctoral	ADJ
easat-6133	203	27	dissertation	dissertation	NOUN
easat-6133	203	28	,	,	PUNCT
easat-6133	203	29	ramkhamhaeng	ramkhamhaeng	PROPN
easat-6133	203	30	university	university	PROPN
easat-6133	203	31	,	,	PUNCT
easat-6133	203	32	thailand	thailand	PROPN
easat-6133	203	33	,	,	PUNCT
easat-6133	203	34	2007	2007	NUM
easat-6133	203	35	,	,	PUNCT
easat-6133	203	36	2007	2007	NUM
easat-6133	203	37	.	.	PUNCT
easat-6133	204	1	[	[	X
easat-6133	204	2	5	5	X
easat-6133	204	3	]	]	PUNCT
easat-6133	204	4	the	the	DET
easat-6133	204	5	bureau	bureau	NOUN
easat-6133	204	6	of	of	ADP
easat-6133	204	7	the	the	DET
easat-6133	204	8	budget	budget	NOUN
easat-6133	204	9	,	,	PUNCT
easat-6133	204	10	the	the	DET
easat-6133	204	11	bureau	bureau	NOUN
easat-6133	204	12	of	of	ADP
easat-6133	204	13	the	the	DET
easat-6133	204	14	budget	budget	NOUN
easat-6133	204	15	letter	letter	NOUN
easat-6133	204	16	no	no	INTJ
easat-6133	204	17	.	.	PUNCT
easat-6133	205	1	nor	nor	CCONJ
easat-6133	205	2	0712.2/2527	0712.2/2527	NUM
easat-6133	205	3	dated	date	VERB
easat-6133	205	4	november	november	PROPN
easat-6133	205	5	29	29	NUM
easat-6133	205	6	,	,	PUNCT
easat-6133	205	7	2007	2007	NUM
easat-6133	205	8	:	:	PUNCT
easat-6133	205	9	performance	performance	NOUN
easat-6133	205	10	assessment	assessment	NOUN
easat-6133	205	11	analysis	analysis	NOUN
easat-6133	205	12	of	of	ADP
easat-6133	205	13	government	government	NOUN
easat-6133	205	14	agencies	agency	NOUN
easat-6133	205	15	'	'	PART
easat-6133	205	16	budget	budget	NOUN
easat-6133	205	17	expenditures	expenditure	NOUN
easat-6133	205	18	for	for	ADP
easat-6133	205	19	the	the	DET
easat-6133	205	20	fiscal	fiscal	ADJ
easat-6133	205	21	year	year	NOUN
easat-6133	205	22	2008	2008	NUM
easat-6133	205	23	.	.	PUNCT
easat-6133	206	1	bangkok	bangkok	PROPN
easat-6133	206	2	:	:	PUNCT
easat-6133	206	3	the	the	DET
easat-6133	206	4	bureau	bureau	PROPN
easat-6133	206	5	of	of	ADP
easat-6133	206	6	budget	budget	PROPN
easat-6133	206	7	,	,	PUNCT
easat-6133	206	8	office	office	NOUN
easat-6133	206	9	of	of	ADP
easat-6133	206	10	the	the	DET
easat-6133	206	11	prime	prime	ADJ
easat-6133	206	12	minister	minister	NOUN
easat-6133	206	13	,	,	PUNCT
easat-6133	206	14	2007	2007	NUM
easat-6133	206	15	.	.	PUNCT
easat-6133	207	1	[	[	X
easat-6133	207	2	6	6	NUM
easat-6133	207	3	]	]	PUNCT
easat-6133	207	4	w.	w.	PROPN
easat-6133	207	5	ketsombun	ketsombun	PROPN
easat-6133	207	6	,	,	PUNCT
easat-6133	207	7	"	"	PUNCT
easat-6133	207	8	evaluation	evaluation	NOUN
easat-6133	207	9	of	of	ADP
easat-6133	207	10	the	the	DET
easat-6133	207	11	performance	performance	NOUN
easat-6133	207	12	assessment	assessment	NOUN
easat-6133	207	13	rating	rating	NOUN
easat-6133	207	14	tool	tool	NOUN
easat-6133	207	15	(	(	PUNCT
easat-6133	207	16	part	part	NOUN
easat-6133	207	17	)	)	PUNCT
easat-6133	207	18	,	,	PUNCT
easat-6133	207	19	"	"	PUNCT
easat-6133	207	20	master	master	NOUN
easat-6133	207	21	thesis	thesis	NOUN
easat-6133	207	22	,	,	PUNCT
easat-6133	207	23	thammasat	thammasat	PROPN
easat-6133	207	24	university	university	PROPN
easat-6133	207	25	,	,	PUNCT
easat-6133	207	26	thailand	thailand	PROPN
easat-6133	207	27	,	,	PUNCT
easat-6133	207	28	2014	2014	NUM
easat-6133	207	29	.	.	PUNCT
easat-6133	208	1	[	[	X
easat-6133	208	2	7	7	X
easat-6133	208	3	]	]	X
easat-6133	208	4	the	the	DET
easat-6133	208	5	bureau	bureau	NOUN
easat-6133	208	6	of	of	ADP
easat-6133	208	7	the	the	DET
easat-6133	208	8	budget	budget	NOUN
easat-6133	208	9	,	,	PUNCT
easat-6133	208	10	official	official	ADJ
easat-6133	208	11	document	document	NOUN
easat-6133	208	12	of	of	ADP
easat-6133	208	13	the	the	DET
easat-6133	208	14	budget	budget	NOUN
easat-6133	208	15	bureau	bureau	NOUN
easat-6133	208	16	no	no	INTJ
easat-6133	208	17	.	.	PUNCT
easat-6133	209	1	nor	nor	CCONJ
easat-6133	209	2	1102/480	1102/480	NUM
easat-6133	209	3	dated	date	VERB
easat-6133	209	4	september	september	PROPN
easat-6133	209	5	25	25	NUM
easat-6133	209	6	,	,	PUNCT
easat-6133	209	7	2023	2023	NUM
easat-6133	209	8	,	,	PUNCT
easat-6133	209	9	on	on	ADP
easat-6133	209	10	the	the	DET
easat-6133	209	11	review	review	NOUN
easat-6133	209	12	of	of	ADP
easat-6133	209	13	cabinet	cabinet	NOUN
easat-6133	209	14	resolutions	resolution	NOUN
easat-6133	209	15	related	relate	VERB
easat-6133	209	16	to	to	ADP
easat-6133	209	17	regulations	regulation	NOUN
easat-6133	209	18	that	that	PRON
easat-6133	209	19	impose	impose	VERB
easat-6133	209	20	conditions	condition	NOUN
easat-6133	209	21	or	or	CCONJ
easat-6133	209	22	restrictions	restriction	NOUN
easat-6133	209	23	on	on	ADP
easat-6133	209	24	work	work	NOUN
easat-6133	209	25	operations	operation	NOUN
easat-6133	209	26	or	or	CCONJ
easat-6133	209	27	public	public	ADJ
easat-6133	209	28	life	life	NOUN
easat-6133	209	29	.	.	PUNCT
easat-6133	210	1	bangkok	bangkok	PROPN
easat-6133	210	2	:	:	PUNCT
easat-6133	210	3	budget	budget	PROPN
easat-6133	210	4	bureau	bureau	PROPN
easat-6133	210	5	,	,	PUNCT
easat-6133	210	6	office	office	NOUN
easat-6133	210	7	of	of	ADP
easat-6133	210	8	the	the	DET
easat-6133	210	9	prime	prime	ADJ
easat-6133	210	10	minister	minister	NOUN
easat-6133	210	11	,	,	PUNCT
easat-6133	210	12	2023	2023	NUM
easat-6133	210	13	.	.	PUNCT
easat-6133	211	1	[	[	X
easat-6133	211	2	8	8	NUM
easat-6133	211	3	]	]	PUNCT
easat-6133	211	4	the	the	DET
easat-6133	211	5	bureau	bureau	NOUN
easat-6133	211	6	of	of	ADP
easat-6133	211	7	the	the	DET
easat-6133	211	8	budget	budget	NOUN
easat-6133	211	9	,	,	PUNCT
easat-6133	211	10	operational	operational	ADJ
easat-6133	211	11	manual	manual	NOUN
easat-6133	211	12	for	for	ADP
easat-6133	211	13	preparing	prepare	VERB
easat-6133	211	14	annual	annual	ADJ
easat-6133	211	15	budget	budget	NOUN
easat-6133	211	16	requests	request	NOUN
easat-6133	211	17	for	for	ADP
easat-6133	211	18	the	the	DET
easat-6133	211	19	fiscal	fiscal	ADJ
easat-6133	211	20	year	year	NOUN
easat-6133	211	21	2023	2023	NUM
easat-6133	211	22	.	.	PUNCT
easat-6133	212	1	bangkok	bangkok	PROPN
easat-6133	212	2	:	:	PUNCT
easat-6133	212	3	budget	budget	PROPN
easat-6133	212	4	bureau	bureau	PROPN
easat-6133	212	5	,	,	PUNCT
easat-6133	212	6	office	office	NOUN
easat-6133	212	7	of	of	ADP
easat-6133	212	8	the	the	DET
easat-6133	212	9	prime	prime	ADJ
easat-6133	212	10	minister	minister	NOUN
easat-6133	212	11	,	,	PUNCT
easat-6133	212	12	2021	2021	NUM
easat-6133	212	13	.	.	PUNCT
easat-6133	213	1	[	[	X
easat-6133	213	2	9	9	NUM
easat-6133	213	3	]	]	X
easat-6133	213	4	s.-g	s.-g	PROPN
easat-6133	213	5	.	.	PUNCT
easat-6133	214	1	chan	chan	PROPN
easat-6133	214	2	and	and	CCONJ
easat-6133	214	3	m.	m.	PROPN
easat-6133	214	4	a.	a.	PROPN
easat-6133	214	5	z.	z.	PROPN
easat-6133	214	6	karim	karim	PROPN
easat-6133	214	7	,	,	PUNCT
easat-6133	214	8	"	"	PUNCT
easat-6133	214	9	public	public	ADJ
easat-6133	214	10	spending	spending	NOUN
easat-6133	214	11	efficiency	efficiency	NOUN
easat-6133	214	12	and	and	CCONJ
easat-6133	214	13	political	political	ADJ
easat-6133	214	14	and	and	CCONJ
easat-6133	214	15	economic	economic	ADJ
easat-6133	214	16	factors	factor	NOUN
easat-6133	214	17	:	:	PUNCT
easat-6133	214	18	evidence	evidence	NOUN
easat-6133	214	19	from	from	ADP
easat-6133	214	20	selected	select	VERB
easat-6133	214	21	east	east	ADJ
easat-6133	214	22	asian	asian	ADJ
easat-6133	214	23	countries	country	NOUN
easat-6133	214	24	,	,	PUNCT
easat-6133	214	25	"	"	PUNCT
easat-6133	214	26	economic	economic	ADJ
easat-6133	214	27	annals	annal	NOUN
easat-6133	214	28	,	,	PUNCT
easat-6133	214	29	vol	vol	NOUN
easat-6133	214	30	.	.	PROPN
easat-6133	214	31	57	57	NUM
easat-6133	214	32	,	,	PUNCT
easat-6133	214	33	no	no	INTJ
easat-6133	214	34	.	.	NOUN
easat-6133	214	35	193	193	NUM
easat-6133	214	36	,	,	PUNCT
easat-6133	214	37	pp	pp	ADJ
easat-6133	214	38	.	.	PUNCT
easat-6133	215	1	7	7	NUM
easat-6133	215	2	-	-	SYM
easat-6133	215	3	23	23	NUM
easat-6133	215	4	,	,	PUNCT
easat-6133	215	5	2012	2012	NUM
easat-6133	215	6	.	.	PUNCT
easat-6133	216	1	https://doi.org/10.2298/eka1293007c	https://doi.org/10.2298/eka1293007c	PROPN
easat-6133	217	1	[	[	X
easat-6133	217	2	10	10	NUM
easat-6133	217	3	]	]	X
easat-6133	217	4	s.	s.	PROPN
easat-6133	217	5	gupta	gupta	PROPN
easat-6133	217	6	and	and	CCONJ
easat-6133	217	7	m.	m.	NOUN
easat-6133	217	8	verhoeven	verhoeven	PROPN
easat-6133	217	9	,	,	PUNCT
easat-6133	217	10	"	"	PUNCT
easat-6133	217	11	the	the	DET
easat-6133	217	12	efficiency	efficiency	NOUN
easat-6133	217	13	of	of	ADP
easat-6133	217	14	government	government	NOUN
easat-6133	217	15	expenditure	expenditure	NOUN
easat-6133	217	16	:	:	PUNCT
easat-6133	217	17	experiences	experience	NOUN
easat-6133	217	18	from	from	ADP
easat-6133	217	19	africa	africa	PROPN
easat-6133	217	20	,	,	PUNCT
easat-6133	217	21	"	"	PUNCT
easat-6133	217	22	journal	journal	NOUN
easat-6133	217	23	of	of	ADP
easat-6133	217	24	policy	policy	NOUN
easat-6133	217	25	modeling	modeling	NOUN
easat-6133	217	26	,	,	PUNCT
easat-6133	217	27	vol	vol	NOUN
easat-6133	217	28	.	.	PROPN
easat-6133	217	29	23	23	NUM
easat-6133	217	30	,	,	PUNCT
easat-6133	217	31	no	no	INTJ
easat-6133	217	32	.	.	NOUN
easat-6133	217	33	4	4	NUM
easat-6133	217	34	,	,	PUNCT
easat-6133	217	35	pp	pp	ADJ
easat-6133	217	36	.	.	PUNCT
easat-6133	218	1	433	433	NUM
easat-6133	218	2	-	-	SYM
easat-6133	218	3	467	467	NUM
easat-6133	218	4	,	,	PUNCT
easat-6133	218	5	2001	2001	NUM
easat-6133	218	6	.	.	PUNCT
easat-6133	219	1	https://doi.org/10.5089/9781451922400.001	https://doi.org/10.5089/9781451922400.001	PUNCT
easat-6133	220	1	[	[	X
easat-6133	220	2	11	11	NUM
easat-6133	220	3	]	]	PUNCT
easat-6133	220	4	j.	j.	PROPN
easat-6133	220	5	ruggiero	ruggiero	PROPN
easat-6133	220	6	,	,	PUNCT
easat-6133	220	7	"	"	PUNCT
easat-6133	220	8	on	on	ADP
easat-6133	220	9	the	the	DET
easat-6133	220	10	measurement	measurement	NOUN
easat-6133	220	11	of	of	ADP
easat-6133	220	12	technical	technical	ADJ
easat-6133	220	13	efficiency	efficiency	NOUN
easat-6133	220	14	in	in	ADP
easat-6133	220	15	the	the	DET
easat-6133	220	16	public	public	ADJ
easat-6133	220	17	sector	sector	NOUN
easat-6133	220	18	,	,	PUNCT
easat-6133	220	19	"	"	PUNCT
easat-6133	220	20	european	european	ADJ
easat-6133	220	21	journal	journal	PROPN
easat-6133	220	22	of	of	ADP
easat-6133	220	23	operational	operational	ADJ
easat-6133	220	24	research	research	NOUN
easat-6133	220	25	,	,	PUNCT
easat-6133	220	26	vol	vol	NOUN
easat-6133	220	27	.	.	PROPN
easat-6133	220	28	90	90	NUM
easat-6133	220	29	,	,	PUNCT
easat-6133	220	30	no	no	INTJ
easat-6133	220	31	.	.	NOUN
easat-6133	220	32	3	3	NUM
easat-6133	220	33	,	,	PUNCT
easat-6133	220	34	pp	pp	ADJ
easat-6133	220	35	.	.	PUNCT
easat-6133	221	1	553	553	NUM
easat-6133	221	2	-	-	SYM
easat-6133	221	3	565	565	NUM
easat-6133	221	4	,	,	PUNCT
easat-6133	221	5	1996	1996	NUM
easat-6133	221	6	.	.	PUNCT
easat-6133	222	1	https://doi.org/10.1016/0377-2217(95)00294-4	https://doi.org/10.1016/0377-2217(95)00294-4	ADJ
easat-6133	222	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6133	222	3	https://doi.org/10.2298/eka1293007c	https://doi.org/10.2298/eka1293007c	PROPN
easat-6133	222	4	https://doi.org/10.5089/9781451922400.001	https://doi.org/10.5089/9781451922400.001	PROPN
easat-6133	222	5	https://doi.org/10.1016/0377-2217(95)00294-4	https://doi.org/10.1016/0377-2217(95)00294-4	PROPN
easat-6133	222	6	974	974	NUM
easat-6133	222	7	edelweiss	edelweiss	PROPN
easat-6133	222	8	applied	apply	VERB
easat-6133	222	9	science	science	NOUN
easat-6133	222	10	and	and	CCONJ
easat-6133	222	11	technology	technology	NOUN
easat-6133	222	12	issn	issn	PROPN
easat-6133	222	13	:	:	PUNCT
easat-6133	222	14	2576	2576	NUM
easat-6133	222	15	-	-	SYM
easat-6133	222	16	8484	8484	NUM
easat-6133	222	17	vol	vol	NOUN
easat-6133	222	18	.	.	PROPN
easat-6133	223	1	9	9	NUM
easat-6133	223	2	,	,	PUNCT
easat-6133	223	3	no	no	INTJ
easat-6133	223	4	.	.	NOUN
easat-6133	224	1	4	4	NUM
easat-6133	224	2	:	:	PUNCT
easat-6133	224	3	966	966	NUM
easat-6133	224	4	-	-	SYM
easat-6133	224	5	974	974	NUM
easat-6133	224	6	,	,	PUNCT
easat-6133	224	7	2025	2025	NUM
easat-6133	224	8	doi	doi	NOUN
easat-6133	224	9	:	:	PUNCT
easat-6133	224	10	10.55214/25768484.v9i4.6133	10.55214/25768484.v9i4.6133	NUM
easat-6133	224	11	©	©	PROPN
easat-6133	224	12	2025	2025	NUM
easat-6133	224	13	by	by	ADP
easat-6133	224	14	the	the	DET
easat-6133	224	15	authors	author	NOUN
easat-6133	224	16	;	;	PUNCT
easat-6133	224	17	licensee	licensee	PROPN
easat-6133	224	18	learning	learning	NOUN
easat-6133	224	19	gate	gate	NOUN
easat-6133	225	1	[	[	X
easat-6133	225	2	12	12	NUM
easat-6133	225	3	]	]	PUNCT
easat-6133	225	4	m.	m.	NOUN
easat-6133	225	5	n.	n.	PROPN
easat-6133	225	6	ouertani	ouertani	PROPN
easat-6133	225	7	,	,	PUNCT
easat-6133	225	8	n.	n.	PROPN
easat-6133	225	9	naifar	naifar	PROPN
easat-6133	225	10	,	,	PUNCT
easat-6133	225	11	and	and	CCONJ
easat-6133	225	12	h.	h.	PROPN
easat-6133	225	13	ben	ben	PROPN
easat-6133	225	14	haddad	haddad	PROPN
easat-6133	225	15	,	,	PUNCT
easat-6133	225	16	"	"	PUNCT
easat-6133	225	17	assessing	assess	VERB
easat-6133	225	18	government	government	NOUN
easat-6133	225	19	spending	spending	NOUN
easat-6133	225	20	efficiency	efficiency	NOUN
easat-6133	225	21	and	and	CCONJ
easat-6133	225	22	explaining	explain	VERB
easat-6133	225	23	inefficiency	inefficiency	NOUN
easat-6133	225	24	scores	score	NOUN
easat-6133	225	25	:	:	PUNCT
easat-6133	225	26	dea	dea	ADJ
easat-6133	225	27	-	-	ADJ
easat-6133	225	28	bootstrap	bootstrap	NOUN
easat-6133	225	29	analysis	analysis	NOUN
easat-6133	225	30	in	in	ADP
easat-6133	225	31	the	the	DET
easat-6133	225	32	case	case	NOUN
easat-6133	225	33	of	of	ADP
easat-6133	225	34	saudi	saudi	PROPN
easat-6133	225	35	arabia	arabia	PROPN
easat-6133	225	36	,	,	PUNCT
easat-6133	225	37	"	"	PUNCT
easat-6133	225	38	cogent	cogent	NOUN
easat-6133	225	39	economics	economic	NOUN
easat-6133	225	40	&	&	CCONJ
easat-6133	225	41	finance	finance	PROPN
easat-6133	225	42	,	,	PUNCT
easat-6133	225	43	vol	vol	NOUN
easat-6133	225	44	.	.	PROPN
easat-6133	225	45	6	6	NUM
easat-6133	225	46	,	,	PUNCT
easat-6133	225	47	no	no	INTJ
easat-6133	225	48	.	.	NOUN
easat-6133	225	49	1	1	NUM
easat-6133	225	50	,	,	PUNCT
easat-6133	225	51	p.	p.	NOUN
easat-6133	225	52	1493666	1493666	NUM
easat-6133	225	53	,	,	PUNCT
easat-6133	225	54	2018	2018	NUM
easat-6133	225	55	.	.	PUNCT
easat-6133	225	56	https://doi.org/10.1080/23322039.2018.1551898	https://doi.org/10.1080/23322039.2018.1551898	PROPN
easat-6133	226	1	[	[	X
easat-6133	226	2	13	13	NUM
easat-6133	226	3	]	]	PUNCT
easat-6133	226	4	a.	a.	NOUN
easat-6133	226	5	emrouznejad	emrouznejad	PROPN
easat-6133	226	6	,	,	PUNCT
easat-6133	226	7	r.	r.	PROPN
easat-6133	226	8	banker	banker	PROPN
easat-6133	226	9	,	,	PUNCT
easat-6133	226	10	a.	a.	PROPN
easat-6133	226	11	l.	l.	PROPN
easat-6133	226	12	m.	m.	PROPN
easat-6133	226	13	lopes	lopes	PROPN
easat-6133	226	14	,	,	PUNCT
easat-6133	226	15	and	and	CCONJ
easat-6133	226	16	m.	m.	PROPN
easat-6133	226	17	r.	r.	PROPN
easat-6133	226	18	de	de	PROPN
easat-6133	226	19	almeida	almeida	PROPN
easat-6133	226	20	,	,	PUNCT
easat-6133	226	21	"	"	PUNCT
easat-6133	226	22	data	data	VERB
easat-6133	226	23	envelopment	envelopment	ADJ
easat-6133	226	24	analysis	analysis	NOUN
easat-6133	226	25	in	in	ADP
easat-6133	226	26	the	the	DET
easat-6133	226	27	public	public	ADJ
easat-6133	226	28	sector	sector	NOUN
easat-6133	226	29	,	,	PUNCT
easat-6133	226	30	"	"	PUNCT
easat-6133	226	31	socio	socio	NOUN
easat-6133	226	32	-	-	PUNCT
easat-6133	226	33	economic	economic	ADJ
easat-6133	226	34	planning	planning	NOUN
easat-6133	226	35	science	science	NOUN
easat-6133	226	36	,	,	PUNCT
easat-6133	226	37	vol	vol	NOUN
easat-6133	226	38	.	.	PROPN
easat-6133	226	39	48	48	NUM
easat-6133	226	40	,	,	PUNCT
easat-6133	226	41	no	no	INTJ
easat-6133	226	42	.	.	NOUN
easat-6133	226	43	1	1	NUM
easat-6133	226	44	,	,	PUNCT
easat-6133	226	45	pp	pp	ADJ
easat-6133	226	46	.	.	PUNCT
easat-6133	227	1	2	2	NUM
easat-6133	227	2	-	-	SYM
easat-6133	227	3	3	3	NUM
easat-6133	227	4	,	,	PUNCT
easat-6133	227	5	2014	2014	NUM
easat-6133	227	6	.	.	PUNCT
easat-6133	228	1	https://doi.org/10.1016/j.seps.2013.10.003	https://doi.org/10.1016/j.seps.2013.10.003	ADJ
easat-6133	228	2	[	[	X
easat-6133	228	3	14	14	NUM
easat-6133	228	4	]	]	PUNCT
easat-6133	228	5	p.	p.	NOUN
easat-6133	228	6	pasunon	pasunon	NOUN
easat-6133	228	7	,	,	PUNCT
easat-6133	228	8	"	"	PUNCT
easat-6133	228	9	organizational	organizational	ADJ
easat-6133	228	10	efficiency	efficiency	NOUN
easat-6133	228	11	evaluation	evaluation	NOUN
easat-6133	228	12	using	use	VERB
easat-6133	228	13	dea	dea	PROPN
easat-6133	228	14	:	:	PUNCT
easat-6133	228	15	ccr	ccr	PROPN
easat-6133	228	16	and	and	CCONJ
easat-6133	228	17	bcc	bcc	PROPN
easat-6133	228	18	models	model	NOUN
easat-6133	228	19	,	,	PUNCT
easat-6133	228	20	"	"	PUNCT
easat-6133	228	21	journal	journal	NOUN
easat-6133	228	22	of	of	ADP
easat-6133	228	23	business	business	PROPN
easat-6133	228	24	administration	administration	PROPN
easat-6133	228	25	,	,	PUNCT
easat-6133	228	26	vol	vol	NOUN
easat-6133	228	27	.	.	PROPN
easat-6133	228	28	29	29	NUM
easat-6133	228	29	,	,	PUNCT
easat-6133	228	30	no	no	INTJ
easat-6133	228	31	.	.	NOUN
easat-6133	228	32	12	12	NUM
easat-6133	228	33	,	,	PUNCT
easat-6133	228	34	pp	pp	ADJ
easat-6133	228	35	.	.	PUNCT
easat-6133	229	1	31	31	NUM
easat-6133	229	2	-	-	SYM
easat-6133	229	3	44	44	NUM
easat-6133	229	4	,	,	PUNCT
easat-6133	229	5	2006	2006	NUM
easat-6133	229	6	.	.	PUNCT
easat-6133	230	1	https://doi.org/10.1016/j.jbus.2006.08.003	https://doi.org/10.1016/j.jbus.2006.08.003	NOUN
easat-6133	230	2	[	[	X
easat-6133	230	3	15	15	NUM
easat-6133	230	4	]	]	X
easat-6133	230	5	office	office	NOUN
easat-6133	230	6	of	of	ADP
easat-6133	230	7	the	the	DET
easat-6133	230	8	national	national	ADJ
easat-6133	230	9	economic	economic	ADJ
easat-6133	230	10	and	and	CCONJ
easat-6133	230	11	social	social	ADJ
easat-6133	230	12	development	development	PROPN
easat-6133	230	13	council	council	PROPN
easat-6133	230	14	,	,	PUNCT
easat-6133	230	15	the	the	DET
easat-6133	230	16	twelfth	twelfth	ADJ
easat-6133	230	17	national	national	ADJ
easat-6133	230	18	economic	economic	ADJ
easat-6133	230	19	and	and	CCONJ
easat-6133	230	20	social	social	ADJ
easat-6133	230	21	development	development	NOUN
easat-6133	230	22	plan	plan	NOUN
easat-6133	230	23	(	(	PUNCT
easat-6133	230	24	2017	2017	NUM
easat-6133	230	25	-	-	SYM
easat-6133	230	26	2021	2021	NUM
easat-6133	230	27	)	)	PUNCT
easat-6133	230	28	.	.	PUNCT
easat-6133	231	1	bangkok	bangkok	PROPN
easat-6133	231	2	:	:	PUNCT
easat-6133	231	3	sahamit	sahamit	NOUN
easat-6133	231	4	printing	printing	NOUN
easat-6133	231	5	and	and	CCONJ
easat-6133	231	6	publishing	publishing	NOUN
easat-6133	231	7	,	,	PUNCT
easat-6133	231	8	2015	2015	NUM
easat-6133	231	9	.	.	PUNCT
easat-6133	232	1	[	[	X
easat-6133	232	2	16	16	NUM
easat-6133	232	3	]	]	PUNCT
easat-6133	232	4	extraordinary	extraordinary	ADJ
easat-6133	232	5	committee	committee	NOUN
easat-6133	232	6	on	on	ADP
easat-6133	232	7	the	the	DET
easat-6133	232	8	consideration	consideration	NOUN
easat-6133	232	9	of	of	ADP
easat-6133	232	10	the	the	DET
easat-6133	232	11	draft	draft	NOUN
easat-6133	232	12	annual	annual	ADJ
easat-6133	232	13	budget	budget	NOUN
easat-6133	232	14	appropriation	appropriation	PROPN
easat-6133	232	15	act	act	PROPN
easat-6133	232	16	senate	senate	PROPN
easat-6133	232	17	,	,	PUNCT
easat-6133	232	18	report	report	NOUN
easat-6133	232	19	on	on	ADP
easat-6133	232	20	the	the	DET
easat-6133	232	21	consideration	consideration	NOUN
easat-6133	232	22	of	of	ADP
easat-6133	232	23	the	the	DET
easat-6133	232	24	draft	draft	NOUN
easat-6133	232	25	annual	annual	ADJ
easat-6133	232	26	budget	budget	NOUN
easat-6133	232	27	appropriation	appropriation	PROPN
easat-6133	232	28	act	act	PROPN
easat-6133	232	29	,	,	PUNCT
easat-6133	232	30	b.e	b.e	PROPN
easat-6133	232	31	.	.	PROPN
easat-6133	232	32	2565	2565	NUM
easat-6133	232	33	(	(	PUNCT
easat-6133	232	34	2022	2022	NUM
easat-6133	232	35	)	)	PUNCT
easat-6133	232	36	.	.	PUNCT
easat-6133	233	1	bangkok	bangkok	PROPN
easat-6133	233	2	:	:	PUNCT
easat-6133	233	3	senate	senate	PROPN
easat-6133	233	4	,	,	PUNCT
easat-6133	233	5	2021	2021	NUM
easat-6133	233	6	.	.	PUNCT
easat-6133	234	1	[	[	X
easat-6133	234	2	17	17	NUM
easat-6133	234	3	]	]	X
easat-6133	234	4	h.	h.	PROPN
easat-6133	234	5	a.	a.	PROPN
easat-6133	234	6	taha	taha	PROPN
easat-6133	234	7	,	,	PUNCT
easat-6133	234	8	operation	operation	NOUN
easat-6133	234	9	research	research	NOUN
easat-6133	234	10	:	:	PUNCT
easat-6133	234	11	an	an	DET
easat-6133	234	12	introduction	introduction	NOUN
easat-6133	234	13	.	.	PUNCT
easat-6133	235	1	new	new	PROPN
easat-6133	235	2	york	york	PROPN
easat-6133	235	3	:	:	PUNCT
easat-6133	235	4	macmillan	macmillan	PROPN
easat-6133	235	5	inc	inc	PROPN
easat-6133	235	6	,	,	PUNCT
easat-6133	235	7	1971	1971	NUM
easat-6133	235	8	.	.	PUNCT
easat-6133	236	1	[	[	X
easat-6133	236	2	18	18	NUM
easat-6133	236	3	]	]	X
easat-6133	236	4	n.	n.	NOUN
easat-6133	236	5	jensantikul	jensantikul	NOUN
easat-6133	236	6	,	,	PUNCT
easat-6133	236	7	"	"	PUNCT
easat-6133	236	8	utilizing	utilize	VERB
easat-6133	236	9	the	the	DET
easat-6133	236	10	delphi	delphi	NOUN
easat-6133	236	11	technique	technique	NOUN
easat-6133	236	12	for	for	ADP
easat-6133	236	13	research	research	NOUN
easat-6133	236	14	,	,	PUNCT
easat-6133	236	15	"	"	PUNCT
easat-6133	236	16	kasetsart	kasetsart	PROPN
easat-6133	236	17	university	university	NOUN
easat-6133	236	18	political	political	ADJ
easat-6133	236	19	science	science	NOUN
easat-6133	236	20	review	review	NOUN
easat-6133	236	21	journal	journal	NOUN
easat-6133	236	22	,	,	PUNCT
easat-6133	236	23	vol	vol	NOUN
easat-6133	236	24	.	.	PROPN
easat-6133	236	25	4	4	NUM
easat-6133	236	26	,	,	PUNCT
easat-6133	236	27	no	no	INTJ
easat-6133	236	28	.	.	NOUN
easat-6133	236	29	2	2	NUM
easat-6133	236	30	,	,	PUNCT
easat-6133	236	31	pp	pp	ADJ
easat-6133	236	32	.	.	PUNCT
easat-6133	237	1	47	47	NUM
easat-6133	237	2	-	-	SYM
easat-6133	237	3	64	64	NUM
easat-6133	237	4	,	,	PUNCT
easat-6133	237	5	2017	2017	NUM
easat-6133	237	6	.	.	PUNCT
easat-6133	238	1	[	[	X
easat-6133	238	2	19	19	NUM
easat-6133	238	3	]	]	X
easat-6133	238	4	national	national	PROPN
easat-6133	238	5	research	research	PROPN
easat-6133	238	6	council	council	PROPN
easat-6133	238	7	of	of	ADP
easat-6133	238	8	thailand	thailand	PROPN
easat-6133	238	9	,	,	PUNCT
easat-6133	238	10	guidelines	guideline	NOUN
easat-6133	238	11	for	for	ADP
easat-6133	238	12	ethical	ethical	ADJ
easat-6133	238	13	conduct	conduct	NOUN
easat-6133	238	14	of	of	ADP
easat-6133	238	15	research	research	NOUN
easat-6133	238	16	involving	involve	VERB
easat-6133	238	17	humans	human	NOUN
easat-6133	238	18	,	,	PUNCT
easat-6133	238	19	1st	1st	ADJ
easat-6133	238	20	ed	ed	NOUN
easat-6133	238	21	.	.	PUNCT
easat-6133	239	1	bangkok	bangkok	PROPN
easat-6133	239	2	:	:	PUNCT
easat-6133	239	3	national	national	PROPN
easat-6133	239	4	research	research	PROPN
easat-6133	239	5	council	council	PROPN
easat-6133	239	6	of	of	ADP
easat-6133	239	7	thailand	thailand	PROPN
easat-6133	239	8	,	,	PUNCT
easat-6133	239	9	2019	2019	NUM
easat-6133	239	10	.	.	PUNCT
easat-6133	240	1	[	[	X
easat-6133	240	2	20	20	NUM
easat-6133	240	3	]	]	PUNCT
easat-6133	240	4	a.	a.	NOUN
easat-6133	240	5	kaewsawang	kaewsawang	PROPN
easat-6133	240	6	,	,	PUNCT
easat-6133	240	7	"	"	PUNCT
easat-6133	240	8	the	the	DET
easat-6133	240	9	relationship	relationship	NOUN
easat-6133	240	10	of	of	ADP
easat-6133	240	11	government	government	NOUN
easat-6133	240	12	budget	budget	NOUN
easat-6133	240	13	and	and	CCONJ
easat-6133	240	14	actual	actual	ADJ
easat-6133	240	15	expenditure	expenditure	NOUN
easat-6133	240	16	:	:	PUNCT
easat-6133	240	17	the	the	DET
easat-6133	240	18	adjustment	adjustment	NOUN
easat-6133	240	19	of	of	ADP
easat-6133	240	20	corporate	corporate	ADJ
easat-6133	240	21	culture	culture	NOUN
easat-6133	240	22	toward	toward	ADP
easat-6133	240	23	the	the	DET
easat-6133	240	24	effectiveness	effectiveness	NOUN
easat-6133	240	25	of	of	ADP
easat-6133	240	26	budget	budget	NOUN
easat-6133	240	27	management	management	NOUN
easat-6133	240	28	of	of	ADP
easat-6133	240	29	academic	academic	ADJ
easat-6133	240	30	organization	organization	NOUN
easat-6133	240	31	,	,	PUNCT
easat-6133	240	32	"	"	PUNCT
easat-6133	240	33	mahidol	mahidol	PROPN
easat-6133	240	34	r2r	r2r	PROPN
easat-6133	240	35	e	e	PROPN
easat-6133	240	36	-	-	NOUN
easat-6133	240	37	journal	journal	ADJ
easat-6133	240	38	,	,	PUNCT
easat-6133	240	39	vol	vol	NOUN
easat-6133	240	40	.	.	PROPN
easat-6133	240	41	2	2	NUM
easat-6133	240	42	,	,	PUNCT
easat-6133	240	43	no	no	INTJ
easat-6133	240	44	.	.	NOUN
easat-6133	240	45	1	1	NUM
easat-6133	240	46	,	,	PUNCT
easat-6133	240	47	pp	pp	ADJ
easat-6133	240	48	.	.	PUNCT
easat-6133	241	1	130–146	130–146	NUM
easat-6133	241	2	,	,	PUNCT
easat-6133	241	3	2015	2015	NUM
easat-6133	241	4	.	.	PUNCT
easat-6133	242	1	[	[	X
easat-6133	242	2	21	21	NUM
easat-6133	242	3	]	]	X
easat-6133	242	4	p.	p.	NOUN
easat-6133	242	5	klanpreecha	klanpreecha	PROPN
easat-6133	242	6	,	,	PUNCT
easat-6133	242	7	"	"	PUNCT
easat-6133	242	8	factors	factor	NOUN
easat-6133	242	9	related	relate	VERB
easat-6133	242	10	to	to	ADP
easat-6133	242	11	budget	budget	NOUN
easat-6133	242	12	disbursement	disbursement	NOUN
easat-6133	242	13	efficiency	efficiency	NOUN
easat-6133	242	14	of	of	ADP
easat-6133	242	15	the	the	DET
easat-6133	242	16	department	department	PROPN
easat-6133	242	17	of	of	ADP
easat-6133	242	18	disease	disease	PROPN
easat-6133	242	19	control	control	PROPN
easat-6133	242	20	ministry	ministry	PROPN
easat-6133	242	21	of	of	ADP
easat-6133	242	22	public	public	ADJ
easat-6133	242	23	health	health	NOUN
easat-6133	242	24	,	,	PUNCT
easat-6133	242	25	"	"	PUNCT
easat-6133	242	26	master	master	NOUN
easat-6133	242	27	thesis	thesis	NOUN
easat-6133	242	28	,	,	PUNCT
easat-6133	242	29	dhurakij	dhurakij	PROPN
easat-6133	242	30	pundit	pundit	PROPN
easat-6133	242	31	university	university	PROPN
easat-6133	242	32	,	,	PUNCT
easat-6133	242	33	thailand	thailand	PROPN
easat-6133	242	34	,	,	PUNCT
easat-6133	242	35	2020	2020	NUM
easat-6133	242	36	.	.	PUNCT
easat-6133	243	1	[	[	X
easat-6133	243	2	22	22	NUM
easat-6133	243	3	]	]	X
easat-6133	243	4	n.	n.	NOUN
easat-6133	243	5	suksai	suksai	PROPN
easat-6133	243	6	,	,	PUNCT
easat-6133	243	7	an	an	DET
easat-6133	243	8	analysis	analysis	NOUN
easat-6133	243	9	of	of	ADP
easat-6133	243	10	the	the	DET
easat-6133	243	11	relationship	relationship	NOUN
easat-6133	243	12	between	between	ADP
easat-6133	243	13	public	public	ADJ
easat-6133	243	14	investment	investment	NOUN
easat-6133	243	15	and	and	CCONJ
easat-6133	243	16	economic	economic	ADJ
easat-6133	243	17	growth	growth	NOUN
easat-6133	243	18	in	in	ADP
easat-6133	243	19	thailand	thailand	PROPN
easat-6133	243	20	.	.	PUNCT
easat-6133	244	1	thailand	thailand	PROPN
easat-6133	244	2	:	:	PUNCT
easat-6133	245	1	thammasat	thammasat	PROPN
easat-6133	245	2	university	university	PROPN
easat-6133	245	3	,	,	PUNCT
easat-6133	245	4	2020	2020	NUM
easat-6133	245	5	.	.	PUNCT
easat-6133	246	1	[	[	X
easat-6133	246	2	23	23	NUM
easat-6133	246	3	]	]	PUNCT
easat-6133	246	4	m.	m.	NOUN
easat-6133	246	5	soktiyanurak	soktiyanurak	NOUN
easat-6133	246	6	and	and	CCONJ
easat-6133	246	7	b.	b.	PROPN
easat-6133	246	8	riabroy	riabroy	PROPN
easat-6133	246	9	,	,	PUNCT
easat-6133	246	10	"	"	PUNCT
easat-6133	246	11	impact	impact	NOUN
easat-6133	246	12	of	of	ADP
easat-6133	246	13	government	government	NOUN
easat-6133	246	14	expenditure	expenditure	NOUN
easat-6133	246	15	on	on	ADP
easat-6133	246	16	economic	economic	ADJ
easat-6133	246	17	inequality	inequality	NOUN
easat-6133	246	18	in	in	ADP
easat-6133	246	19	thailand	thailand	PROPN
easat-6133	246	20	,	,	PUNCT
easat-6133	246	21	"	"	PUNCT
easat-6133	246	22	journal	journal	NOUN
easat-6133	246	23	of	of	ADP
easat-6133	246	24	politics	politic	NOUN
easat-6133	246	25	,	,	PUNCT
easat-6133	246	26	administration	administration	NOUN
easat-6133	246	27	and	and	CCONJ
easat-6133	246	28	law	law	NOUN
easat-6133	246	29	,	,	PUNCT
easat-6133	246	30	vol	vol	NOUN
easat-6133	246	31	.	.	PROPN
easat-6133	246	32	11	11	NUM
easat-6133	246	33	,	,	PUNCT
easat-6133	246	34	no	no	INTJ
easat-6133	246	35	.	.	NOUN
easat-6133	246	36	2	2	NUM
easat-6133	246	37	,	,	PUNCT
easat-6133	246	38	pp	pp	ADJ
easat-6133	246	39	.	.	PUNCT
easat-6133	247	1	555–582	555–582	NUM
easat-6133	247	2	,	,	PUNCT
easat-6133	247	3	2019	2019	NUM
easat-6133	247	4	.	.	PUNCT
easat-6133	248	1	[	[	X
easat-6133	248	2	24	24	NUM
easat-6133	248	3	]	]	PUNCT
easat-6133	248	4	budget	budget	NOUN
easat-6133	248	5	bureau	bureau	NOUN
easat-6133	248	6	of	of	ADP
easat-6133	248	7	the	the	DET
easat-6133	248	8	parliament	parliament	NOUN
easat-6133	248	9	,	,	PUNCT
easat-6133	248	10	academic	academic	ADJ
easat-6133	248	11	document	document	NOUN
easat-6133	248	12	no	no	INTJ
easat-6133	248	13	.	.	PUNCT
easat-6133	249	1	2/2022	2/2022	X
easat-6133	249	2	:	:	PUNCT
easat-6133	249	3	analysis	analysis	NOUN
easat-6133	249	4	of	of	ADP
easat-6133	249	5	budget	budget	NOUN
easat-6133	249	6	allocation	allocation	NOUN
easat-6133	249	7	and	and	CCONJ
easat-6133	249	8	spatial	spatial	ADJ
easat-6133	249	9	inequality	inequality	NOUN
easat-6133	249	10	2019	2019	NUM
easat-6133	249	11	-	-	SYM
easat-6133	249	12	2022	2022	NUM
easat-6133	249	13	:	:	PUNCT
easat-6133	249	14	ministry	ministry	NOUN
easat-6133	249	15	budgets	budget	NOUN
easat-6133	249	16	by	by	ADP
easat-6133	249	17	province	province	NOUN
easat-6133	249	18	and	and	CCONJ
easat-6133	249	19	provincial	provincial	ADJ
easat-6133	249	20	budgets	budget	NOUN
easat-6133	249	21	by	by	ADP
easat-6133	249	22	ministry	ministry	PROPN
easat-6133	249	23	.	.	PUNCT
easat-6133	250	1	thailand	thailand	PROPN
easat-6133	250	2	:	:	PUNCT
easat-6133	251	1	secretariat	secretariat	NOUN
easat-6133	251	2	of	of	ADP
easat-6133	251	3	the	the	DET
easat-6133	251	4	house	house	NOUN
easat-6133	251	5	of	of	ADP
easat-6133	251	6	representatives	representative	NOUN
easat-6133	251	7	,	,	PUNCT
easat-6133	251	8	2022	2022	NUM
easat-6133	251	9	.	.	PUNCT
easat-6133	252	1	[	[	X
easat-6133	252	2	25	25	NUM
easat-6133	252	3	]	]	X
easat-6133	252	4	s.	s.	PROPN
easat-6133	252	5	chitsuchon	chitsuchon	PROPN
easat-6133	252	6	,	,	PUNCT
easat-6133	252	7	inequality	inequality	NOUN
easat-6133	252	8	in	in	ADP
easat-6133	252	9	thai	thai	PROPN
easat-6133	252	10	society	society	NOUN
easat-6133	252	11	:	:	PUNCT
easat-6133	252	12	trends	trend	NOUN
easat-6133	252	13	,	,	PUNCT
easat-6133	252	14	policies	policy	NOUN
easat-6133	252	15	,	,	PUNCT
easat-6133	252	16	and	and	CCONJ
easat-6133	252	17	policy	policy	NOUN
easat-6133	252	18	advocacy	advocacy	NOUN
easat-6133	252	19	.	.	PUNCT
easat-6133	253	1	bangkok	bangkok	PROPN
easat-6133	253	2	:	:	PUNCT
easat-6133	253	3	thailand	thailand	PROPN
easat-6133	253	4	development	development	PROPN
easat-6133	253	5	research	research	PROPN
easat-6133	253	6	institute	institute	PROPN
easat-6133	253	7	,	,	PUNCT
easat-6133	253	8	2015	2015	NUM
easat-6133	253	9	.	.	PUNCT
easat-6133	254	1	https://doi.org/10.1080/23322039.2018.1551898	https://doi.org/10.1080/23322039.2018.1551898	PROPN
easat-6133	255	1	https://doi.org/10.1016/j.seps.2013.10.003	https://doi.org/10.1016/j.seps.2013.10.003	PROPN
easat-6133	255	2	https://doi.org/10.1016/j.jbus.2006.08.003	https://doi.org/10.1016/j.jbus.2006.08.003	PROPN