id	sid	tid	token	lemma	pos
agb-410	1	1	agbioforum	agbioforum	NOUN
agb-410	1	2	,	,	PUNCT
agb-410	1	3	26(3	26(3	NUM
agb-410	1	4	):	):	PUNCT
agb-410	1	5	128	128	NUM
agb-410	1	6	-	-	SYM
agb-410	1	7	137	137	NUM
agb-410	1	8	.	.	PUNCT
agb-410	2	1	©	©	NOUN
agb-410	2	2	2024	2024	NUM
agb-410	2	3	agbioforum	agbioforum	NOUN
agb-410	2	4	thongsrikate	thongsrikate	NOUN
agb-410	2	5	et	et	PROPN
agb-410	2	6	al	al	PROPN
agb-410	2	7	—	—	PUNCT
agb-410	2	8	the	the	DET
agb-410	2	9	model	model	NOUN
agb-410	2	10	of	of	ADP
agb-410	2	11	creative	creative	ADJ
agb-410	2	12	agriculture	agriculture	NOUN
agb-410	2	13	among	among	ADP
agb-410	2	14	farmers	farmer	NOUN
agb-410	2	15	in	in	ADP
agb-410	2	16	chiang	chiang	PROPN
agb-410	2	17	mai	mai	PROPN
agb-410	2	18	city	city	PROPN
agb-410	2	19	the	the	DET
agb-410	2	20	model	model	NOUN
agb-410	2	21	of	of	ADP
agb-410	2	22	creative	creative	ADJ
agb-410	2	23	agriculture	agriculture	NOUN
agb-410	2	24	among	among	ADP
agb-410	2	25	farmers	farmer	NOUN
agb-410	2	26	in	in	ADP
agb-410	2	27	chiang	chiang	PROPN
agb-410	2	28	mai	mai	PROPN
agb-410	2	29	city	city	PROPN
agb-410	2	30	ittipong	ittipong	PROPN
agb-410	2	31	thongsrikate	thongsrikate	PROPN
agb-410	2	32	*	*	PUNCT
agb-410	2	33	faculty	faculty	NOUN
agb-410	2	34	of	of	ADP
agb-410	2	35	liberal	liberal	ADJ
agb-410	2	36	arts	art	NOUN
agb-410	2	37	,	,	PUNCT
agb-410	2	38	maejo	maejo	PROPN
agb-410	2	39	university	university	PROPN
agb-410	2	40	,	,	PUNCT
agb-410	2	41	chiang	chiang	PROPN
agb-410	2	42	mai	mai	PROPN
agb-410	2	43	,	,	PUNCT
agb-410	2	44	50290	50290	NUM
agb-410	2	45	,	,	PUNCT
agb-410	2	46	thailand	thailand	PROPN
agb-410	2	47	.	.	PUNCT
agb-410	3	1	orcid	orcid	PROPN
agb-410	4	1	i	i	PRON
agb-410	4	2	d	d	PROPN
agb-410	4	3	:	:	PUNCT
agb-410	4	4	https://orcid.org/0000-0002-7893-0174	https://orcid.org/0000-0002-7893-0174	ADJ
agb-410	4	5	email	email	NOUN
agb-410	4	6	:	:	PUNCT
agb-410	4	7	ittipong@mju.ac.th	ittipong@mju.ac.th	PROPN
agb-410	4	8	kangsadan	kangsadan	PROPN
agb-410	4	9	kanokhong	kanokhong	PROPN
agb-410	4	10	faculty	faculty	PROPN
agb-410	4	11	of	of	ADP
agb-410	4	12	agricultural	agricultural	ADJ
agb-410	4	13	production	production	NOUN
agb-410	4	14	,	,	PUNCT
agb-410	4	15	maejo	maejo	PROPN
agb-410	4	16	university	university	PROPN
agb-410	4	17	,	,	PUNCT
agb-410	4	18	chiang	chiang	PROPN
agb-410	4	19	mai	mai	PROPN
agb-410	4	20	,	,	PUNCT
agb-410	4	21	50290	50290	NUM
agb-410	4	22	,	,	PUNCT
agb-410	4	23	thailand	thailand	PROPN
agb-410	4	24	.	.	PUNCT
agb-410	5	1	orcid	orcid	PROPN
agb-410	6	1	i	i	PRON
agb-410	6	2	d	d	PROPN
agb-410	6	3	:	:	PUNCT
agb-410	6	4	https://orcid.org/0009-0000-4627-3424	https://orcid.org/0009-0000-4627-3424	NOUN
agb-410	6	5	email	email	NOUN
agb-410	6	6	:	:	PUNCT
agb-410	6	7	kangsadan@mju.ac.th	kangsadan@mju.ac.th	PROPN
agb-410	7	1	this	this	DET
agb-410	7	2	study	study	NOUN
agb-410	7	3	investigated	investigate	VERB
agb-410	7	4	agricultural	agricultural	ADJ
agb-410	7	5	practices	practice	NOUN
agb-410	7	6	among	among	ADP
agb-410	7	7	farmers	farmer	NOUN
agb-410	7	8	in	in	ADP
agb-410	7	9	chiang	chiang	PROPN
agb-410	7	10	mai	mai	PROPN
agb-410	7	11	city	city	PROPN
agb-410	7	12	,	,	PUNCT
agb-410	7	13	focusing	focus	VERB
agb-410	7	14	on	on	ADP
agb-410	7	15	the	the	DET
agb-410	7	16	determinants	determinant	NOUN
agb-410	7	17	of	of	ADP
agb-410	7	18	creative	creative	ADJ
agb-410	7	19	agriculture	agriculture	NOUN
agb-410	7	20	and	and	CCONJ
agb-410	7	21	formulating	formulate	VERB
agb-410	7	22	a	a	DET
agb-410	7	23	model	model	NOUN
agb-410	7	24	to	to	PART
agb-410	7	25	enhance	enhance	VERB
agb-410	7	26	such	such	ADJ
agb-410	7	27	practices	practice	NOUN
agb-410	7	28	within	within	ADP
agb-410	7	29	the	the	DET
agb-410	7	30	city	city	NOUN
agb-410	7	31	,	,	PUNCT
agb-410	7	32	a	a	DET
agb-410	7	33	regionally	regionally	ADV
agb-410	7	34	significant	significant	ADJ
agb-410	7	35	economic	economic	ADJ
agb-410	7	36	hub	hub	NOUN
agb-410	7	37	in	in	ADP
agb-410	7	38	thailand	thailand	PROPN
agb-410	7	39	.	.	PUNCT
agb-410	8	1	a	a	DET
agb-410	8	2	mixed	mix	VERB
agb-410	8	3	-	-	PUNCT
agb-410	8	4	methods	method	NOUN
agb-410	8	5	research	research	NOUN
agb-410	8	6	design	design	NOUN
agb-410	8	7	was	be	AUX
agb-410	8	8	employed	employ	VERB
agb-410	8	9	,	,	PUNCT
agb-410	8	10	incorporating	incorporate	VERB
agb-410	8	11	both	both	CCONJ
agb-410	8	12	quantitative	quantitative	ADJ
agb-410	8	13	and	and	CCONJ
agb-410	8	14	qualitative	qualitative	ADJ
agb-410	8	15	approaches	approach	NOUN
agb-410	8	16	.	.	PUNCT
agb-410	9	1	the	the	DET
agb-410	9	2	quantitative	quantitative	ADJ
agb-410	9	3	sample	sample	NOUN
agb-410	9	4	comprised	comprise	VERB
agb-410	9	5	400	400	NUM
agb-410	9	6	farmers	farmer	NOUN
agb-410	9	7	selected	select	VERB
agb-410	9	8	via	via	ADP
agb-410	9	9	a	a	DET
agb-410	9	10	two	two	NUM
agb-410	9	11	-	-	PUNCT
agb-410	9	12	stage	stage	NOUN
agb-410	9	13	random	random	ADJ
agb-410	9	14	sampling	sampling	NOUN
agb-410	9	15	technique	technique	NOUN
agb-410	9	16	,	,	PUNCT
agb-410	9	17	while	while	SCONJ
agb-410	9	18	the	the	DET
agb-410	9	19	qualitative	qualitative	ADJ
agb-410	9	20	component	component	NOUN
agb-410	9	21	involved	involve	VERB
agb-410	9	22	30	30	NUM
agb-410	9	23	key	key	ADJ
agb-410	9	24	informants	informant	NOUN
agb-410	9	25	.	.	PUNCT
agb-410	10	1	data	datum	NOUN
agb-410	10	2	collection	collection	NOUN
agb-410	10	3	instruments	instrument	NOUN
agb-410	10	4	included	include	VERB
agb-410	10	5	structured	structured	ADJ
agb-410	10	6	questionnaires	questionnaire	NOUN
agb-410	10	7	and	and	CCONJ
agb-410	10	8	semi	semi	ADJ
agb-410	10	9	-	-	ADJ
agb-410	10	10	structured	structured	ADJ
agb-410	10	11	interview	interview	NOUN
agb-410	10	12	guidelines	guideline	NOUN
agb-410	10	13	.	.	PUNCT
agb-410	11	1	analytical	analytical	ADJ
agb-410	11	2	procedures	procedure	NOUN
agb-410	11	3	encompassed	encompass	VERB
agb-410	11	4	descriptive	descriptive	ADJ
agb-410	11	5	statistics	statistic	NOUN
agb-410	11	6	,	,	PUNCT
agb-410	11	7	chi	chi	ADJ
agb-410	11	8	-	-	PUNCT
agb-410	11	9	square	square	ADJ
agb-410	11	10	correlation	correlation	NOUN
agb-410	11	11	analysis	analysis	NOUN
agb-410	11	12	,	,	PUNCT
agb-410	11	13	and	and	CCONJ
agb-410	11	14	thematic	thematic	ADJ
agb-410	11	15	content	content	NOUN
agb-410	11	16	analysis	analysis	NOUN
agb-410	11	17	.	.	PUNCT
agb-410	12	1	the	the	DET
agb-410	12	2	results	result	NOUN
agb-410	12	3	revealed	reveal	VERB
agb-410	12	4	that	that	SCONJ
agb-410	12	5	the	the	DET
agb-410	12	6	majority	majority	NOUN
agb-410	12	7	of	of	ADP
agb-410	12	8	respondents	respondent	NOUN
agb-410	12	9	were	be	AUX
agb-410	12	10	male	male	ADJ
agb-410	12	11	,	,	PUNCT
agb-410	12	12	with	with	ADP
agb-410	12	13	a	a	DET
agb-410	12	14	mean	mean	ADJ
agb-410	12	15	age	age	NOUN
agb-410	12	16	of	of	ADP
agb-410	12	17	44	44	NUM
agb-410	12	18	years	year	NOUN
agb-410	12	19	.	.	PUNCT
agb-410	13	1	most	most	ADJ
agb-410	13	2	participants	participant	NOUN
agb-410	13	3	were	be	AUX
agb-410	13	4	married	marry	VERB
agb-410	13	5	,	,	PUNCT
agb-410	13	6	had	have	AUX
agb-410	13	7	attained	attain	VERB
agb-410	13	8	primary	primary	ADJ
agb-410	13	9	-	-	PUNCT
agb-410	13	10	level	level	NOUN
agb-410	13	11	education	education	NOUN
agb-410	13	12	,	,	PUNCT
agb-410	13	13	and	and	CCONJ
agb-410	13	14	resided	reside	VERB
agb-410	13	15	within	within	ADP
agb-410	13	16	extended	extended	ADJ
agb-410	13	17	family	family	NOUN
agb-410	13	18	households	household	NOUN
agb-410	13	19	.	.	PUNCT
agb-410	14	1	they	they	PRON
agb-410	14	2	engaged	engage	VERB
agb-410	14	3	in	in	ADP
agb-410	14	4	a	a	DET
agb-410	14	5	variety	variety	NOUN
agb-410	14	6	of	of	ADP
agb-410	14	7	agricultural	agricultural	ADJ
agb-410	14	8	occupations	occupation	NOUN
agb-410	14	9	within	within	ADP
agb-410	14	10	their	their	PRON
agb-410	14	11	communities	community	NOUN
agb-410	14	12	and	and	CCONJ
agb-410	14	13	had	have	AUX
agb-410	14	14	accrued	accrue	VERB
agb-410	14	15	a	a	DET
agb-410	14	16	minimum	minimum	NOUN
agb-410	14	17	of	of	ADP
agb-410	14	18	five	five	NUM
agb-410	14	19	years	year	NOUN
agb-410	14	20	of	of	ADP
agb-410	14	21	farming	farming	NOUN
agb-410	14	22	experience	experience	NOUN
agb-410	14	23	.	.	PUNCT
agb-410	15	1	while	while	SCONJ
agb-410	15	2	most	most	ADJ
agb-410	15	3	were	be	AUX
agb-410	15	4	members	member	NOUN
agb-410	15	5	of	of	ADP
agb-410	15	6	communitybased	communitybase	VERB
agb-410	15	7	agricultural	agricultural	ADJ
agb-410	15	8	groups	group	NOUN
agb-410	15	9	,	,	PUNCT
agb-410	15	10	only	only	ADV
agb-410	15	11	a	a	DET
agb-410	15	12	minority	minority	NOUN
agb-410	15	13	had	have	AUX
agb-410	15	14	benefited	benefit	VERB
agb-410	15	15	from	from	ADP
agb-410	15	16	formal	formal	ADJ
agb-410	15	17	agricultural	agricultural	ADJ
agb-410	15	18	knowledge	knowledge	NOUN
agb-410	15	19	promotion	promotion	NOUN
agb-410	15	20	initiatives	initiative	NOUN
agb-410	15	21	.	.	PUNCT
agb-410	16	1	several	several	ADJ
agb-410	16	2	factors	factor	NOUN
agb-410	16	3	were	be	AUX
agb-410	16	4	found	find	VERB
agb-410	16	5	to	to	PART
agb-410	16	6	be	be	AUX
agb-410	16	7	significantly	significantly	ADV
agb-410	16	8	associated	associate	VERB
agb-410	16	9	with	with	ADP
agb-410	16	10	creative	creative	ADJ
agb-410	16	11	agriculture	agriculture	NOUN
agb-410	16	12	among	among	ADP
agb-410	16	13	farmers	farmer	NOUN
agb-410	16	14	in	in	ADP
agb-410	16	15	chiang	chiang	PROPN
agb-410	16	16	mai	mai	PROPN
agb-410	16	17	city	city	PROPN
agb-410	16	18	.	.	PUNCT
agb-410	17	1	these	these	PRON
agb-410	17	2	included	include	VERB
agb-410	17	3	age	age	NOUN
agb-410	17	4	,	,	PUNCT
agb-410	17	5	household	household	NOUN
agb-410	17	6	composition	composition	NOUN
agb-410	17	7	,	,	PUNCT
agb-410	17	8	number	number	NOUN
agb-410	17	9	of	of	ADP
agb-410	17	10	agricultural	agricultural	ADJ
agb-410	17	11	labourers	labourer	NOUN
agb-410	17	12	,	,	PUNCT
agb-410	17	13	size	size	NOUN
agb-410	17	14	of	of	ADP
agb-410	17	15	cultivated	cultivate	VERB
agb-410	17	16	land	land	NOUN
agb-410	17	17	,	,	PUNCT
agb-410	17	18	affiliation	affiliation	NOUN
agb-410	17	19	with	with	ADP
agb-410	17	20	agricultural	agricultural	ADJ
agb-410	17	21	organisations	organisation	NOUN
agb-410	17	22	or	or	CCONJ
agb-410	17	23	groups	group	NOUN
agb-410	17	24	,	,	PUNCT
agb-410	17	25	farmingrelated	farmingrelate	VERB
agb-410	17	26	indebtedness	indebtedness	NOUN
agb-410	17	27	,	,	PUNCT
agb-410	17	28	participation	participation	NOUN
agb-410	17	29	in	in	ADP
agb-410	17	30	community	community	NOUN
agb-410	17	31	activities	activity	NOUN
agb-410	17	32	,	,	PUNCT
agb-410	17	33	and	and	CCONJ
agb-410	17	34	agricultural	agricultural	ADJ
agb-410	17	35	practices	practice	NOUN
agb-410	17	36	.	.	PUNCT
agb-410	18	1	based	base	VERB
agb-410	18	2	on	on	ADP
agb-410	18	3	these	these	DET
agb-410	18	4	findings	finding	NOUN
agb-410	18	5	,	,	PUNCT
agb-410	18	6	a	a	DET
agb-410	18	7	creative	creative	ADJ
agb-410	18	8	agriculture	agriculture	NOUN
agb-410	18	9	development	development	NOUN
agb-410	18	10	model	model	NOUN
agb-410	18	11	was	be	AUX
agb-410	18	12	proposed	propose	VERB
agb-410	18	13	,	,	PUNCT
agb-410	18	14	comprising	comprise	VERB
agb-410	18	15	three	three	NUM
agb-410	18	16	primary	primary	ADJ
agb-410	18	17	components	component	NOUN
agb-410	18	18	:	:	PUNCT
agb-410	18	19	(	(	PUNCT
agb-410	18	20	1	1	X
agb-410	18	21	)	)	PUNCT
agb-410	18	22	cultivating	cultivate	VERB
agb-410	18	23	agricultural	agricultural	ADJ
agb-410	18	24	consciousness	consciousness	NOUN
agb-410	18	25	,	,	PUNCT
agb-410	18	26	(	(	PUNCT
agb-410	18	27	2	2	X
agb-410	18	28	)	)	PUNCT
agb-410	18	29	designing	design	VERB
agb-410	18	30	and	and	CCONJ
agb-410	18	31	implementing	implement	VERB
agb-410	18	32	alternative	alternative	ADJ
agb-410	18	33	agricultural	agricultural	ADJ
agb-410	18	34	methods	method	NOUN
agb-410	18	35	,	,	PUNCT
agb-410	18	36	and	and	CCONJ
agb-410	18	37	(	(	PUNCT
agb-410	18	38	3	3	X
agb-410	18	39	)	)	PUNCT
agb-410	18	40	leveraging	leverage	VERB
agb-410	18	41	media	medium	NOUN
agb-410	18	42	and	and	CCONJ
agb-410	18	43	information	information	NOUN
agb-410	18	44	technology	technology	NOUN
agb-410	18	45	in	in	ADP
agb-410	18	46	agricultural	agricultural	ADJ
agb-410	18	47	processes	process	NOUN
agb-410	18	48	.	.	PUNCT
agb-410	19	1	it	it	PRON
agb-410	19	2	is	be	AUX
agb-410	19	3	therefore	therefore	ADV
agb-410	19	4	recommended	recommend	VERB
agb-410	19	5	that	that	SCONJ
agb-410	19	6	local	local	ADJ
agb-410	19	7	governmental	governmental	ADJ
agb-410	19	8	bodies	body	NOUN
agb-410	19	9	in	in	ADP
agb-410	19	10	chiang	chiang	PROPN
agb-410	19	11	mai	mai	PROPN
agb-410	19	12	city	city	PROPN
agb-410	19	13	actively	actively	ADV
agb-410	19	14	promote	promote	VERB
agb-410	19	15	farmers	farmer	NOUN
agb-410	19	16	'	'	PART
agb-410	19	17	access	access	NOUN
agb-410	19	18	to	to	ADP
agb-410	19	19	agricultural	agricultural	ADJ
agb-410	19	20	information	information	NOUN
agb-410	19	21	to	to	PART
agb-410	19	22	enhance	enhance	VERB
agb-410	19	23	their	their	PRON
agb-410	19	24	adaptability	adaptability	NOUN
agb-410	19	25	and	and	CCONJ
agb-410	19	26	resilience	resilience	NOUN
agb-410	19	27	.	.	PUNCT
agb-410	20	1	furthermore	furthermore	ADV
agb-410	20	2	,	,	PUNCT
agb-410	20	3	efforts	effort	NOUN
agb-410	20	4	should	should	AUX
agb-410	20	5	be	be	AUX
agb-410	20	6	made	make	VERB
agb-410	20	7	to	to	PART
agb-410	20	8	encourage	encourage	VERB
agb-410	20	9	diversification	diversification	NOUN
agb-410	20	10	of	of	ADP
agb-410	20	11	farming	farming	NOUN
agb-410	20	12	practices	practice	NOUN
agb-410	20	13	,	,	PUNCT
agb-410	20	14	foster	foster	ADJ
agb-410	20	15	innovation	innovation	NOUN
agb-410	20	16	in	in	ADP
agb-410	20	17	agricultural	agricultural	ADJ
agb-410	20	18	product	product	NOUN
agb-410	20	19	processing	processing	NOUN
agb-410	20	20	,	,	PUNCT
agb-410	20	21	and	and	CCONJ
agb-410	20	22	improve	improve	VERB
agb-410	20	23	market	market	NOUN
agb-410	20	24	accessibility	accessibility	NOUN
agb-410	20	25	through	through	ADP
agb-410	20	26	the	the	DET
agb-410	20	27	integration	integration	NOUN
agb-410	20	28	of	of	ADP
agb-410	20	29	digital	digital	ADJ
agb-410	20	30	technologies	technology	NOUN
agb-410	20	31	for	for	ADP
agb-410	20	32	the	the	DET
agb-410	20	33	effective	effective	ADJ
agb-410	20	34	promotion	promotion	NOUN
agb-410	20	35	and	and	CCONJ
agb-410	20	36	communication	communication	NOUN
agb-410	20	37	of	of	ADP
agb-410	20	38	agricultural	agricultural	ADJ
agb-410	20	39	products	product	NOUN
agb-410	20	40	to	to	ADP
agb-410	20	41	consumers	consumer	NOUN
agb-410	20	42	.	.	PUNCT
agb-410	21	1	keywords	keyword	NOUN
agb-410	21	2	:	:	PUNCT
agb-410	21	3	model	model	NOUN
agb-410	21	4	of	of	ADP
agb-410	21	5	creative	creative	ADJ
agb-410	21	6	agriculture	agriculture	NOUN
agb-410	21	7	,	,	PUNCT
agb-410	21	8	creative	creative	ADJ
agb-410	21	9	agriculture	agriculture	NOUN
agb-410	21	10	,	,	PUNCT
agb-410	21	11	farmers	farmer	NOUN
agb-410	21	12	,	,	PUNCT
agb-410	21	13	agriculture	agriculture	NOUN
agb-410	21	14	development	development	NOUN
agb-410	21	15	.	.	PUNCT
agb-410	22	1	introduction	introduction	NOUN
agb-410	22	2	agriculture	agriculture	NOUN
agb-410	22	3	remains	remain	VERB
agb-410	22	4	a	a	DET
agb-410	22	5	foundational	foundational	ADJ
agb-410	22	6	livelihood	livelihood	NOUN
agb-410	22	7	across	across	ADP
agb-410	22	8	all	all	DET
agb-410	22	9	regions	region	NOUN
agb-410	22	10	of	of	ADP
agb-410	22	11	thailand	thailand	PROPN
agb-410	22	12	,	,	PUNCT
agb-410	22	13	largely	largely	ADV
agb-410	22	14	attributable	attributable	ADJ
agb-410	22	15	to	to	ADP
agb-410	22	16	the	the	DET
agb-410	22	17	nation	nation	NOUN
agb-410	22	18	’s	’s	PART
agb-410	22	19	advantageous	advantageous	ADJ
agb-410	22	20	geographical	geographical	ADJ
agb-410	22	21	characteristics	characteristic	NOUN
agb-410	22	22	.	.	PUNCT
agb-410	23	1	a	a	DET
agb-410	23	2	considerable	considerable	ADJ
agb-410	23	3	segment	segment	NOUN
agb-410	23	4	of	of	ADP
agb-410	23	5	the	the	DET
agb-410	23	6	thai	thai	ADJ
agb-410	23	7	population	population	NOUN
agb-410	23	8	is	be	AUX
agb-410	23	9	either	either	CCONJ
agb-410	23	10	directly	directly	ADV
agb-410	23	11	engaged	engage	VERB
agb-410	23	12	in	in	ADP
agb-410	23	13	farming	farming	NOUN
agb-410	23	14	or	or	CCONJ
agb-410	23	15	possesses	possess	VERB
agb-410	23	16	ancestral	ancestral	ADJ
agb-410	23	17	connections	connection	NOUN
agb-410	23	18	to	to	ADP
agb-410	23	19	agricultural	agricultural	ADJ
agb-410	23	20	activities	activity	NOUN
agb-410	23	21	.	.	PUNCT
agb-410	24	1	over	over	ADP
agb-410	24	2	time	time	NOUN
agb-410	24	3	,	,	PUNCT
agb-410	24	4	thailand	thailand	PROPN
agb-410	24	5	’s	’s	PART
agb-410	24	6	agricultural	agricultural	ADJ
agb-410	24	7	landscape	landscape	NOUN
agb-410	24	8	has	have	AUX
agb-410	24	9	undergone	undergo	VERB
agb-410	24	10	notable	notable	ADJ
agb-410	24	11	transformation	transformation	NOUN
agb-410	24	12	,	,	PUNCT
agb-410	24	13	progressing	progress	VERB
agb-410	24	14	from	from	ADP
agb-410	24	15	subsistence	subsistence	NOUN
agb-410	24	16	methods	method	NOUN
agb-410	24	17	such	such	ADJ
agb-410	24	18	as	as	ADP
agb-410	24	19	hunting	hunt	VERB
agb-410	24	20	and	and	CCONJ
agb-410	24	21	gathering	gather	VERB
agb-410	24	22	to	to	ADP
agb-410	24	23	mechanised	mechanised	ADJ
agb-410	24	24	farming	farming	NOUN
agb-410	24	25	and	and	CCONJ
agb-410	24	26	technology	technology	NOUN
agb-410	24	27	-	-	PUNCT
agb-410	24	28	oriented	orient	VERB
agb-410	24	29	practices	practice	NOUN
agb-410	24	30	,	,	PUNCT
agb-410	24	31	as	as	SCONJ
agb-410	24	32	categorised	categorise	VERB
agb-410	24	33	by	by	ADP
agb-410	24	34	development	development	NOUN
agb-410	24	35	phases	phase	NOUN
agb-410	24	36	from	from	ADP
agb-410	24	37	thailand	thailand	PROPN
agb-410	24	38	1.0	1.0	NUM
agb-410	24	39	to	to	ADP
agb-410	24	40	thailand	thailand	PROPN
agb-410	24	41	3.0	3.0	NUM
agb-410	24	42	.	.	PUNCT
agb-410	25	1	in	in	ADP
agb-410	25	2	particular	particular	ADJ
agb-410	25	3	,	,	PUNCT
agb-410	25	4	the	the	DET
agb-410	25	5	thailand	thailand	PROPN
agb-410	25	6	4.0	4.0	NUM
agb-410	25	7	policy	policy	NOUN
agb-410	25	8	represents	represent	VERB
agb-410	25	9	a	a	DET
agb-410	25	10	comprehensive	comprehensive	ADJ
agb-410	25	11	national	national	ADJ
agb-410	25	12	strategy	strategy	NOUN
agb-410	25	13	aimed	aim	VERB
agb-410	25	14	at	at	ADP
agb-410	25	15	revolutionising	revolutionise	VERB
agb-410	25	16	the	the	DET
agb-410	25	17	conventional	conventional	ADJ
agb-410	25	18	agricultural	agricultural	ADJ
agb-410	25	19	sector	sector	NOUN
agb-410	25	20	through	through	ADP
agb-410	25	21	the	the	DET
agb-410	25	22	integration	integration	NOUN
agb-410	25	23	of	of	ADP
agb-410	25	24	innovation	innovation	NOUN
agb-410	25	25	,	,	PUNCT
agb-410	25	26	advanced	advanced	ADJ
agb-410	25	27	technologies	technology	NOUN
agb-410	25	28	,	,	PUNCT
agb-410	25	29	and	and	CCONJ
agb-410	25	30	indigenous	indigenous	ADJ
agb-410	25	31	knowledge	knowledge	NOUN
agb-410	25	32	.	.	PUNCT
agb-410	26	1	this	this	DET
agb-410	26	2	policy	policy	NOUN
agb-410	26	3	seeks	seek	VERB
agb-410	26	4	to	to	PART
agb-410	26	5	elevate	elevate	VERB
agb-410	26	6	the	the	DET
agb-410	26	7	value	value	NOUN
agb-410	26	8	and	and	CCONJ
agb-410	26	9	quality	quality	NOUN
agb-410	26	10	of	of	ADP
agb-410	26	11	agricultural	agricultural	ADJ
agb-410	26	12	outputs	output	NOUN
agb-410	26	13	while	while	SCONJ
agb-410	26	14	ensuring	ensure	VERB
agb-410	26	15	safety	safety	NOUN
agb-410	26	16	for	for	ADP
agb-410	26	17	both	both	DET
agb-410	26	18	producers	producer	NOUN
agb-410	26	19	and	and	CCONJ
agb-410	26	20	consumers	consumer	NOUN
agb-410	26	21	(	(	PUNCT
agb-410	26	22	meechoovet	meechoovet	NOUN
agb-410	26	23	&	&	CCONJ
agb-410	26	24	siriwato	siriwato	PROPN
agb-410	26	25	,	,	PUNCT
agb-410	26	26	2023	2023	NUM
agb-410	26	27	)	)	PUNCT
agb-410	26	28	.	.	PUNCT
agb-410	27	1	chiang	chiang	PROPN
agb-410	27	2	mai	mai	PROPN
agb-410	27	3	city	city	PROPN
agb-410	27	4	,	,	PUNCT
agb-410	27	5	the	the	DET
agb-410	27	6	largest	large	ADJ
agb-410	27	7	metropolitan	metropolitan	ADJ
agb-410	27	8	area	area	NOUN
agb-410	27	9	in	in	ADP
agb-410	27	10	northern	northern	PROPN
agb-410	27	11	thailand	thailand	PROPN
agb-410	27	12	and	and	CCONJ
agb-410	27	13	the	the	DET
agb-410	27	14	second	second	ADV
agb-410	27	15	largest	large	ADJ
agb-410	27	16	nationally	nationally	ADV
agb-410	27	17	,	,	PUNCT
agb-410	27	18	is	be	AUX
agb-410	27	19	a	a	DET
agb-410	27	20	prominent	prominent	ADJ
agb-410	27	21	agricultural	agricultural	ADJ
agb-410	27	22	hub	hub	NOUN
agb-410	27	23	with	with	ADP
agb-410	27	24	over	over	ADP
agb-410	27	25	182,740	182,740	NUM
agb-410	27	26	farming	farming	NOUN
agb-410	27	27	households	household	NOUN
agb-410	27	28	.	.	PUNCT
agb-410	28	1	the	the	DET
agb-410	28	2	city	city	NOUN
agb-410	28	3	is	be	AUX
agb-410	28	4	distinguished	distinguish	VERB
agb-410	28	5	by	by	ADP
agb-410	28	6	its	its	PRON
agb-410	28	7	historical	historical	ADJ
agb-410	28	8	significance	significance	NOUN
agb-410	28	9	,	,	PUNCT
agb-410	28	10	unique	unique	ADJ
agb-410	28	11	lanna	lanna	PROPN
agb-410	28	12	cultural	cultural	ADJ
agb-410	28	13	heritage	heritage	NOUN
agb-410	28	14	,	,	PUNCT
agb-410	28	15	and	and	CCONJ
agb-410	28	16	diverse	diverse	VERB
agb-410	28	17	agricultural	agricultural	ADJ
agb-410	28	18	productivity	productivity	NOUN
agb-410	28	19	.	.	PUNCT
agb-410	29	1	its	its	PRON
agb-410	29	2	fertile	fertile	ADJ
agb-410	29	3	land	land	NOUN
agb-410	29	4	—	—	PUNCT
agb-410	29	5	spanning	span	VERB
agb-410	29	6	over	over	ADP
agb-410	29	7	12	12	NUM
agb-410	29	8	million	million	NUM
agb-410	29	9	rai	rai	NOUN
agb-410	29	10	—	—	PUNCT
agb-410	29	11	supports	support	VERB
agb-410	29	12	the	the	DET
agb-410	29	13	cultivation	cultivation	NOUN
agb-410	29	14	of	of	ADP
agb-410	29	15	both	both	CCONJ
agb-410	29	16	tropical	tropical	ADJ
agb-410	29	17	and	and	CCONJ
agb-410	29	18	temperate	temperate	ADJ
agb-410	29	19	crops	crop	NOUN
agb-410	29	20	.	.	PUNCT
agb-410	30	1	in	in	ADP
agb-410	30	2	response	response	NOUN
agb-410	30	3	to	to	ADP
agb-410	30	4	shifting	shift	VERB
agb-410	30	5	developmental	developmental	ADJ
agb-410	30	6	priorities	priority	NOUN
agb-410	30	7	,	,	PUNCT
agb-410	30	8	recent	recent	ADJ
agb-410	30	9	provincial	provincial	ADJ
agb-410	30	10	strategies	strategy	NOUN
agb-410	30	11	have	have	AUX
agb-410	30	12	promoted	promote	VERB
agb-410	30	13	sustainable	sustainable	ADJ
agb-410	30	14	agriculture	agriculture	NOUN
agb-410	30	15	,	,	PUNCT
agb-410	30	16	value	value	NOUN
agb-410	30	17	-	-	PUNCT
agb-410	30	18	added	add	VERB
agb-410	30	19	product	product	NOUN
agb-410	30	20	processing	processing	NOUN
agb-410	30	21	,	,	PUNCT
agb-410	30	22	and	and	CCONJ
agb-410	30	23	enhanced	enhanced	ADJ
agb-410	30	24	product	product	NOUN
agb-410	30	25	quality	quality	NOUN
agb-410	30	26	as	as	ADP
agb-410	30	27	key	key	ADJ
agb-410	30	28	measures	measure	NOUN
agb-410	30	29	for	for	ADP
agb-410	30	30	bolstering	bolster	VERB
agb-410	30	31	competitiveness	competitiveness	NOUN
agb-410	30	32	and	and	CCONJ
agb-410	30	33	increasing	increase	VERB
agb-410	30	34	farmers	farmer	NOUN
agb-410	30	35	’	'	PUNCT
agb-410	30	36	incomes	income	NOUN
agb-410	30	37	.	.	PUNCT
agb-410	31	1	chiang	chiang	PROPN
agb-410	31	2	mai	mai	PROPN
agb-410	31	3	also	also	ADV
agb-410	31	4	benefits	benefit	VERB
agb-410	31	5	from	from	ADP
agb-410	31	6	a	a	DET
agb-410	31	7	dynamic	dynamic	ADJ
agb-410	31	8	agricultural	agricultural	ADJ
agb-410	31	9	marketplace	marketplace	NOUN
agb-410	31	10	,	,	PUNCT
agb-410	31	11	inclusive	inclusive	ADJ
agb-410	31	12	of	of	ADP
agb-410	31	13	organic	organic	ADJ
agb-410	31	14	goods	good	NOUN
agb-410	31	15	markets	market	NOUN
agb-410	31	16	,	,	PUNCT
agb-410	31	17	farmers	farmer	NOUN
agb-410	31	18	’	'	PUNCT
agb-410	31	19	markets	market	NOUN
agb-410	31	20	,	,	PUNCT
agb-410	31	21	and	and	CCONJ
agb-410	31	22	agritourism	agritourism	NOUN
agb-410	31	23	sites	site	NOUN
agb-410	31	24	.	.	PUNCT
agb-410	32	1	nonetheless	nonetheless	ADV
agb-410	32	2	,	,	PUNCT
agb-410	32	3	several	several	ADJ
agb-410	32	4	structural	structural	ADJ
agb-410	32	5	challenges	challenge	NOUN
agb-410	32	6	remain	remain	VERB
agb-410	32	7	,	,	PUNCT
agb-410	32	8	including	include	VERB
agb-410	32	9	an	an	DET
agb-410	32	10	ageing	age	VERB
agb-410	32	11	farming	farming	NOUN
agb-410	32	12	population	population	NOUN
agb-410	32	13	,	,	PUNCT
agb-410	32	14	reduced	reduce	VERB
agb-410	32	15	labour	labour	PROPN
agb-410	32	16	force	force	NOUN
agb-410	32	17	engagement	engagement	NOUN
agb-410	32	18	,	,	PUNCT
agb-410	32	19	dependence	dependence	NOUN
agb-410	32	20	on	on	ADP
agb-410	32	21	traditional	traditional	ADJ
agb-410	32	22	agricultural	agricultural	ADJ
agb-410	32	23	techniques	technique	NOUN
agb-410	32	24	characterised	characterise	VERB
agb-410	32	25	by	by	ADP
agb-410	32	26	elevated	elevated	ADJ
agb-410	32	27	production	production	NOUN
agb-410	32	28	costs	cost	NOUN
agb-410	32	29	and	and	CCONJ
agb-410	32	30	constrained	constrained	ADJ
agb-410	32	31	pricing	pricing	NOUN
agb-410	32	32	control	control	NOUN
agb-410	32	33	,	,	PUNCT
agb-410	32	34	as	as	ADV
agb-410	32	35	well	well	ADV
agb-410	32	36	as	as	ADP
agb-410	32	37	increasingly	increasingly	ADV
agb-410	32	38	unpredictable	unpredictable	ADJ
agb-410	32	39	climatic	climatic	ADJ
agb-410	32	40	conditions	condition	NOUN
agb-410	32	41	(	(	PUNCT
agb-410	32	42	malik	malik	PROPN
agb-410	32	43	et	et	PROPN
agb-410	32	44	al	al	PROPN
agb-410	32	45	.	.	PROPN
agb-410	32	46	,	,	PUNCT
agb-410	32	47	2022	2022	NUM
agb-410	32	48	)	)	PUNCT
agb-410	32	49	.	.	PUNCT
agb-410	33	1	consequently	consequently	ADV
agb-410	33	2	,	,	PUNCT
agb-410	33	3	a	a	DET
agb-410	33	4	growing	grow	VERB
agb-410	33	5	number	number	NOUN
agb-410	33	6	of	of	ADP
agb-410	33	7	farmers	farmer	NOUN
agb-410	33	8	are	be	AUX
agb-410	33	9	diversifying	diversify	VERB
agb-410	33	10	into	into	ADP
agb-410	33	11	non	non	ADJ
agb-410	33	12	-	-	ADJ
agb-410	33	13	agricultural	agricultural	ADJ
agb-410	33	14	occupations	occupation	NOUN
agb-410	33	15	.	.	PUNCT
agb-410	34	1	creative	creative	ADJ
agb-410	34	2	agriculture	agriculture	NOUN
agb-410	34	3	emerges	emerge	VERB
agb-410	34	4	as	as	ADP
agb-410	34	5	an	an	DET
agb-410	34	6	innovative	innovative	ADJ
agb-410	34	7	paradigm	paradigm	NOUN
agb-410	34	8	that	that	PRON
agb-410	34	9	underscores	underscore	VERB
agb-410	34	10	the	the	DET
agb-410	34	11	role	role	NOUN
agb-410	34	12	of	of	ADP
agb-410	34	13	individual	individual	ADJ
agb-410	34	14	creativity	creativity	NOUN
agb-410	34	15	in	in	ADP
agb-410	34	16	https://orcid.org/0000-0002-7893-0174	https://orcid.org/0000-0002-7893-0174	PROPN
agb-410	34	17	mailto:ittipong@mju.ac.th	mailto:ittipong@mju.ac.th	PROPN
agb-410	34	18	https://orcid.org/0009-0000-4627-3424	https://orcid.org/0009-0000-4627-3424	NOUN
agb-410	34	19	mailto:kangsadan@mju.ac.th	mailto:kangsadan@mju.ac.th	DET
agb-410	34	20	agbioforum	agbioforum	NOUN
agb-410	34	21	,	,	PUNCT
agb-410	34	22	26(3	26(3	NUM
agb-410	34	23	)	)	PUNCT
agb-410	34	24	,	,	PUNCT
agb-410	34	25	2024	2024	NUM
agb-410	34	26	|	|	NOUN
agb-410	34	27	129	129	NUM
agb-410	34	28	thongsrikate	thongsrikate	NOUN
agb-410	34	29	et	et	PROPN
agb-410	34	30	al	al	PROPN
agb-410	34	31	—	—	PUNCT
agb-410	34	32	the	the	DET
agb-410	34	33	model	model	NOUN
agb-410	34	34	of	of	ADP
agb-410	34	35	creative	creative	ADJ
agb-410	34	36	agriculture	agriculture	NOUN
agb-410	34	37	among	among	ADP
agb-410	34	38	farmers	farmer	NOUN
agb-410	34	39	in	in	ADP
agb-410	34	40	chiang	chiang	PROPN
agb-410	34	41	mai	mai	PROPN
agb-410	34	42	city	city	PROPN
agb-410	34	43	farming	farming	NOUN
agb-410	34	44	.	.	PUNCT
agb-410	35	1	this	this	DET
agb-410	35	2	approach	approach	NOUN
agb-410	35	3	incorporates	incorporate	VERB
agb-410	35	4	artistic	artistic	ADJ
agb-410	35	5	expression	expression	NOUN
agb-410	35	6	,	,	PUNCT
agb-410	35	7	cultural	cultural	ADJ
agb-410	35	8	identity	identity	NOUN
agb-410	35	9	,	,	PUNCT
agb-410	35	10	and	and	CCONJ
agb-410	35	11	ritual	ritual	ADJ
agb-410	35	12	practices	practice	NOUN
agb-410	35	13	into	into	ADP
agb-410	35	14	the	the	DET
agb-410	35	15	conceptualisation	conceptualisation	NOUN
agb-410	35	16	and	and	CCONJ
agb-410	35	17	execution	execution	NOUN
agb-410	35	18	of	of	ADP
agb-410	35	19	agricultural	agricultural	ADJ
agb-410	35	20	activities	activity	NOUN
agb-410	35	21	or	or	CCONJ
agb-410	35	22	outputs	output	NOUN
agb-410	35	23	.	.	PUNCT
agb-410	36	1	beyond	beyond	ADP
agb-410	36	2	basic	basic	ADJ
agb-410	36	3	production	production	NOUN
agb-410	36	4	,	,	PUNCT
agb-410	36	5	creative	creative	ADJ
agb-410	36	6	agriculture	agriculture	NOUN
agb-410	36	7	encompasses	encompass	VERB
agb-410	36	8	the	the	DET
agb-410	36	9	management	management	NOUN
agb-410	36	10	and	and	CCONJ
agb-410	36	11	strategic	strategic	ADJ
agb-410	36	12	use	use	NOUN
agb-410	36	13	of	of	ADP
agb-410	36	14	both	both	DET
agb-410	36	15	existing	exist	VERB
agb-410	36	16	and	and	CCONJ
agb-410	36	17	novel	novel	ADJ
agb-410	36	18	materials	material	NOUN
agb-410	36	19	to	to	PART
agb-410	36	20	design	design	VERB
agb-410	36	21	and	and	CCONJ
agb-410	36	22	refine	refine	VERB
agb-410	36	23	agricultural	agricultural	ADJ
agb-410	36	24	products	product	NOUN
agb-410	36	25	,	,	PUNCT
agb-410	36	26	thereby	thereby	ADV
agb-410	36	27	fostering	foster	VERB
agb-410	36	28	added	added	ADJ
agb-410	36	29	value	value	NOUN
agb-410	36	30	that	that	PRON
agb-410	36	31	accrues	accrue	VERB
agb-410	36	32	benefits	benefit	NOUN
agb-410	36	33	for	for	ADP
agb-410	36	34	both	both	DET
agb-410	36	35	producers	producer	NOUN
agb-410	36	36	and	and	CCONJ
agb-410	36	37	consumers	consumer	NOUN
agb-410	36	38	.	.	PUNCT
agb-410	37	1	this	this	PRON
agb-410	37	2	aligns	align	VERB
agb-410	37	3	with	with	ADP
agb-410	37	4	the	the	DET
agb-410	37	5	notion	notion	NOUN
agb-410	37	6	of	of	ADP
agb-410	37	7	an	an	DET
agb-410	37	8	external	external	ADJ
agb-410	37	9	economy	economy	NOUN
agb-410	37	10	,	,	PUNCT
agb-410	37	11	wherein	wherein	SCONJ
agb-410	37	12	the	the	DET
agb-410	37	13	perceived	perceive	VERB
agb-410	37	14	value	value	NOUN
agb-410	37	15	of	of	ADP
agb-410	37	16	an	an	DET
agb-410	37	17	innovation	innovation	NOUN
agb-410	37	18	is	be	AUX
agb-410	37	19	determined	determine	VERB
agb-410	37	20	by	by	ADP
agb-410	37	21	its	its	PRON
agb-410	37	22	popularity	popularity	NOUN
agb-410	37	23	,	,	PUNCT
agb-410	37	24	leading	lead	VERB
agb-410	37	25	to	to	ADP
agb-410	37	26	enhanced	enhanced	ADJ
agb-410	37	27	product	product	NOUN
agb-410	37	28	value	value	NOUN
agb-410	37	29	under	under	ADP
agb-410	37	30	conditions	condition	NOUN
agb-410	37	31	of	of	ADP
agb-410	37	32	high	high	ADJ
agb-410	37	33	demand	demand	NOUN
agb-410	37	34	.	.	PUNCT
agb-410	38	1	in	in	ADP
agb-410	38	2	this	this	DET
agb-410	38	3	context	context	NOUN
agb-410	38	4	,	,	PUNCT
agb-410	38	5	value	value	NOUN
agb-410	38	6	is	be	AUX
agb-410	38	7	not	not	PART
agb-410	38	8	rooted	root	VERB
agb-410	38	9	in	in	ADP
agb-410	38	10	scarcity	scarcity	NOUN
agb-410	38	11	but	but	CCONJ
agb-410	38	12	in	in	ADP
agb-410	38	13	social	social	ADJ
agb-410	38	14	appeal	appeal	NOUN
agb-410	38	15	.	.	PUNCT
agb-410	39	1	technological	technological	ADJ
agb-410	39	2	advancements	advancement	NOUN
agb-410	39	3	play	play	VERB
agb-410	39	4	a	a	DET
agb-410	39	5	pivotal	pivotal	ADJ
agb-410	39	6	role	role	NOUN
agb-410	39	7	in	in	ADP
agb-410	39	8	augmenting	augment	VERB
agb-410	39	9	this	this	DET
agb-410	39	10	value	value	NOUN
agb-410	39	11	while	while	SCONJ
agb-410	39	12	simultaneously	simultaneously	ADV
agb-410	39	13	preserving	preserve	VERB
agb-410	39	14	and	and	CCONJ
agb-410	39	15	promoting	promote	VERB
agb-410	39	16	cultural	cultural	ADJ
agb-410	39	17	heritage	heritage	NOUN
agb-410	39	18	(	(	PUNCT
agb-410	39	19	abiri	abiri	NOUN
agb-410	39	20	et	et	PROPN
agb-410	39	21	al	al	PROPN
agb-410	39	22	.	.	PROPN
agb-410	39	23	,	,	PUNCT
agb-410	39	24	2023	2023	NUM
agb-410	39	25	)	)	PUNCT
agb-410	39	26	.	.	PUNCT
agb-410	40	1	creative	creative	ADJ
agb-410	40	2	agriculture	agriculture	NOUN
agb-410	40	3	further	further	ADJ
agb-410	40	4	complements	complement	VERB
agb-410	40	5	the	the	DET
agb-410	40	6	overarching	overarching	ADJ
agb-410	40	7	aims	aim	NOUN
agb-410	40	8	of	of	ADP
agb-410	40	9	thailand	thailand	PROPN
agb-410	40	10	’s	’s	PART
agb-410	40	11	agricultural	agricultural	ADJ
agb-410	40	12	reform	reform	NOUN
agb-410	40	13	efforts	effort	NOUN
agb-410	40	14	,	,	PUNCT
agb-410	40	15	which	which	PRON
agb-410	40	16	aspire	aspire	VERB
agb-410	40	17	to	to	PART
agb-410	40	18	empower	empower	VERB
agb-410	40	19	farmers	farmer	NOUN
agb-410	40	20	by	by	ADP
agb-410	40	21	aligning	align	VERB
agb-410	40	22	agricultural	agricultural	ADJ
agb-410	40	23	practices	practice	NOUN
agb-410	40	24	with	with	ADP
agb-410	40	25	regional	regional	ADJ
agb-410	40	26	capacities	capacity	NOUN
agb-410	40	27	through	through	ADP
agb-410	40	28	the	the	DET
agb-410	40	29	application	application	NOUN
agb-410	40	30	of	of	ADP
agb-410	40	31	technology	technology	NOUN
agb-410	40	32	and	and	CCONJ
agb-410	40	33	innovation	innovation	NOUN
agb-410	40	34	(	(	PUNCT
agb-410	40	35	jansuwan	jansuwan	PROPN
agb-410	40	36	&	&	CCONJ
agb-410	40	37	zander	zander	PROPN
agb-410	40	38	,	,	PUNCT
agb-410	40	39	2021	2021	NUM
agb-410	40	40	)	)	PUNCT
agb-410	40	41	.	.	PUNCT
agb-410	41	1	in	in	ADP
agb-410	41	2	developing	develop	VERB
agb-410	41	3	nations	nation	NOUN
agb-410	41	4	,	,	PUNCT
agb-410	41	5	innovation	innovation	NOUN
agb-410	41	6	serves	serve	VERB
agb-410	41	7	as	as	ADP
agb-410	41	8	a	a	DET
agb-410	41	9	vital	vital	ADJ
agb-410	41	10	mechanism	mechanism	NOUN
agb-410	41	11	for	for	ADP
agb-410	41	12	transforming	transform	VERB
agb-410	41	13	ideas	idea	NOUN
agb-410	41	14	into	into	ADP
agb-410	41	15	viable	viable	ADJ
agb-410	41	16	products	product	NOUN
agb-410	41	17	and	and	CCONJ
agb-410	41	18	services	service	NOUN
agb-410	41	19	,	,	PUNCT
agb-410	41	20	refining	refining	NOUN
agb-410	41	21	production	production	NOUN
agb-410	41	22	processes	process	NOUN
agb-410	41	23	,	,	PUNCT
agb-410	41	24	entering	enter	VERB
agb-410	41	25	new	new	ADJ
agb-410	41	26	markets	market	NOUN
agb-410	41	27	,	,	PUNCT
agb-410	41	28	and	and	CCONJ
agb-410	41	29	attracting	attract	VERB
agb-410	41	30	diverse	diverse	ADJ
agb-410	41	31	consumer	consumer	NOUN
agb-410	41	32	bases	basis	NOUN
agb-410	41	33	.	.	PUNCT
agb-410	42	1	within	within	ADP
agb-410	42	2	an	an	DET
agb-410	42	3	environment	environment	NOUN
agb-410	42	4	marked	mark	VERB
agb-410	42	5	by	by	ADP
agb-410	42	6	constant	constant	ADJ
agb-410	42	7	transformation	transformation	NOUN
agb-410	42	8	,	,	PUNCT
agb-410	42	9	the	the	DET
agb-410	42	10	capacity	capacity	NOUN
agb-410	42	11	to	to	PART
agb-410	42	12	generate	generate	VERB
agb-410	42	13	ideas	idea	NOUN
agb-410	42	14	that	that	PRON
agb-410	42	15	yield	yield	VERB
agb-410	42	16	socio	socio	NOUN
agb-410	42	17	-	-	PUNCT
agb-410	42	18	economic	economic	ADJ
agb-410	42	19	value	value	NOUN
agb-410	42	20	is	be	AUX
agb-410	42	21	inherently	inherently	ADV
agb-410	42	22	linked	link	VERB
agb-410	42	23	to	to	ADP
agb-410	42	24	innovation	innovation	NOUN
agb-410	42	25	(	(	PUNCT
agb-410	42	26	rayamajhee	rayamajhee	NOUN
agb-410	42	27	,	,	PUNCT
agb-410	42	28	storr	storr	PROPN
agb-410	42	29	,	,	PUNCT
agb-410	42	30	&	&	CCONJ
agb-410	42	31	bohara	bohara	PROPN
agb-410	42	32	,	,	PUNCT
agb-410	42	33	2022	2022	NUM
agb-410	42	34	)	)	PUNCT
agb-410	42	35	.	.	PUNCT
agb-410	43	1	this	this	DET
agb-410	43	2	study	study	NOUN
agb-410	43	3	posits	posit	NOUN
agb-410	43	4	that	that	SCONJ
agb-410	43	5	creative	creative	ADJ
agb-410	43	6	agriculture	agriculture	NOUN
agb-410	43	7	constitutes	constitute	VERB
agb-410	43	8	a	a	DET
agb-410	43	9	strategic	strategic	ADJ
agb-410	43	10	response	response	NOUN
agb-410	43	11	that	that	PRON
agb-410	43	12	resonates	resonate	VERB
agb-410	43	13	with	with	ADP
agb-410	43	14	both	both	CCONJ
agb-410	43	15	chiang	chiang	PROPN
agb-410	43	16	mai	mai	PROPN
agb-410	43	17	’s	’s	PART
agb-410	43	18	developmental	developmental	ADJ
agb-410	43	19	agenda	agenda	NOUN
agb-410	43	20	and	and	CCONJ
agb-410	43	21	national	national	ADJ
agb-410	43	22	initiatives	initiative	NOUN
agb-410	43	23	aimed	aim	VERB
agb-410	43	24	at	at	ADP
agb-410	43	25	fostering	foster	VERB
agb-410	43	26	technological	technological	ADJ
agb-410	43	27	uptake	uptake	NOUN
agb-410	43	28	among	among	ADP
agb-410	43	29	farmers	farmer	NOUN
agb-410	43	30	.	.	PUNCT
agb-410	44	1	by	by	ADP
agb-410	44	2	harnessing	harness	VERB
agb-410	44	3	cultural	cultural	ADJ
agb-410	44	4	capital	capital	NOUN
agb-410	44	5	and	and	CCONJ
agb-410	44	6	local	local	ADJ
agb-410	44	7	wisdom	wisdom	NOUN
agb-410	44	8	,	,	PUNCT
agb-410	44	9	this	this	DET
agb-410	44	10	model	model	NOUN
agb-410	44	11	facilitates	facilitate	VERB
agb-410	44	12	the	the	DET
agb-410	44	13	creation	creation	NOUN
agb-410	44	14	of	of	ADP
agb-410	44	15	competitive	competitive	ADJ
agb-410	44	16	agricultural	agricultural	ADJ
agb-410	44	17	commodities	commodity	NOUN
agb-410	44	18	and	and	CCONJ
agb-410	44	19	services	service	NOUN
agb-410	44	20	,	,	PUNCT
agb-410	44	21	leading	lead	VERB
agb-410	44	22	to	to	ADP
agb-410	44	23	increased	increase	VERB
agb-410	44	24	income	income	NOUN
agb-410	44	25	for	for	ADP
agb-410	44	26	farming	farming	NOUN
agb-410	44	27	communities	community	NOUN
agb-410	44	28	.	.	PUNCT
agb-410	45	1	furthermore	furthermore	ADV
agb-410	45	2	,	,	PUNCT
agb-410	45	3	creative	creative	ADJ
agb-410	45	4	agriculture	agriculture	NOUN
agb-410	45	5	provides	provide	VERB
agb-410	45	6	a	a	DET
agb-410	45	7	pathway	pathway	NOUN
agb-410	45	8	for	for	ADP
agb-410	45	9	mitigating	mitigate	VERB
agb-410	45	10	risks	risk	NOUN
agb-410	45	11	associated	associate	VERB
agb-410	45	12	with	with	ADP
agb-410	45	13	traditional	traditional	ADJ
agb-410	45	14	farming	farming	NOUN
agb-410	45	15	,	,	PUNCT
agb-410	45	16	including	include	VERB
agb-410	45	17	the	the	DET
agb-410	45	18	adverse	adverse	ADJ
agb-410	45	19	effects	effect	NOUN
agb-410	45	20	of	of	ADP
agb-410	45	21	climate	climate	NOUN
agb-410	45	22	change	change	NOUN
agb-410	45	23	,	,	PUNCT
agb-410	45	24	disease	disease	NOUN
agb-410	45	25	outbreaks	outbreak	NOUN
agb-410	45	26	,	,	PUNCT
agb-410	45	27	economic	economic	ADJ
agb-410	45	28	volatility	volatility	NOUN
agb-410	45	29	,	,	PUNCT
agb-410	45	30	media	medium	NOUN
agb-410	45	31	influences	influence	NOUN
agb-410	45	32	,	,	PUNCT
agb-410	45	33	technological	technological	ADJ
agb-410	45	34	disruption	disruption	NOUN
agb-410	45	35	,	,	PUNCT
agb-410	45	36	and	and	CCONJ
agb-410	45	37	shifts	shift	NOUN
agb-410	45	38	in	in	ADP
agb-410	45	39	agricultural	agricultural	ADJ
agb-410	45	40	contexts	context	NOUN
agb-410	45	41	(	(	PUNCT
agb-410	45	42	gai	gai	PROPN
agb-410	45	43	&	&	CCONJ
agb-410	45	44	yang	yang	PROPN
agb-410	45	45	,	,	PUNCT
agb-410	45	46	2023	2023	NUM
agb-410	45	47	;	;	PUNCT
agb-410	45	48	opolot	opolot	NOUN
agb-410	45	49	et	et	PROPN
agb-410	45	50	al	al	PROPN
agb-410	45	51	.	.	PROPN
agb-410	45	52	,	,	PUNCT
agb-410	45	53	2018	2018	NUM
agb-410	45	54	;	;	PUNCT
agb-410	45	55	seerasarn	seerasarn	PROPN
agb-410	45	56	,	,	PUNCT
agb-410	45	57	miller	miller	PROPN
agb-410	45	58	,	,	PUNCT
agb-410	45	59	&	&	CCONJ
agb-410	45	60	wanaset	wanaset	PROPN
agb-410	45	61	,	,	PUNCT
agb-410	45	62	2020	2020	NUM
agb-410	45	63	;	;	PUNCT
agb-410	45	64	ulvenblad	ulvenblad	ADV
agb-410	45	65	et	et	PROPN
agb-410	45	66	al	al	PROPN
agb-410	45	67	.	.	PROPN
agb-410	45	68	,	,	PUNCT
agb-410	45	69	2020	2020	NUM
agb-410	45	70	)	)	PUNCT
agb-410	45	71	.	.	PUNCT
agb-410	46	1	given	give	VERB
agb-410	46	2	these	these	DET
agb-410	46	3	pressures	pressure	NOUN
agb-410	46	4	,	,	PUNCT
agb-410	46	5	innovation	innovation	NOUN
agb-410	46	6	and	and	CCONJ
agb-410	46	7	creativity	creativity	NOUN
agb-410	46	8	have	have	AUX
agb-410	46	9	become	become	VERB
agb-410	46	10	critical	critical	ADJ
agb-410	46	11	components	component	NOUN
agb-410	46	12	for	for	ADP
agb-410	46	13	ensuring	ensure	VERB
agb-410	46	14	resilience	resilience	NOUN
agb-410	46	15	and	and	CCONJ
agb-410	46	16	adaptability	adaptability	NOUN
agb-410	46	17	in	in	ADP
agb-410	46	18	the	the	DET
agb-410	46	19	agricultural	agricultural	ADJ
agb-410	46	20	sector	sector	NOUN
agb-410	46	21	(	(	PUNCT
agb-410	46	22	waheed	waheed	PROPN
agb-410	46	23	,	,	PUNCT
agb-410	46	24	ayodele	ayodele	PROPN
agb-410	46	25	,	,	PUNCT
agb-410	46	26	&	&	CCONJ
agb-410	46	27	issah	issah	PROPN
agb-410	46	28	,	,	PUNCT
agb-410	46	29	2020	2020	NUM
agb-410	46	30	)	)	PUNCT
agb-410	46	31	.	.	PUNCT
agb-410	47	1	accordingly	accordingly	ADV
agb-410	47	2	,	,	PUNCT
agb-410	47	3	this	this	DET
agb-410	47	4	research	research	NOUN
agb-410	47	5	seeks	seek	VERB
agb-410	47	6	to	to	PART
agb-410	47	7	examine	examine	VERB
agb-410	47	8	the	the	DET
agb-410	47	9	factors	factor	NOUN
agb-410	47	10	significantly	significantly	ADV
agb-410	47	11	associated	associate	VERB
agb-410	47	12	with	with	ADP
agb-410	47	13	creative	creative	ADJ
agb-410	47	14	agricultural	agricultural	ADJ
agb-410	47	15	practices	practice	NOUN
agb-410	47	16	among	among	ADP
agb-410	47	17	farmers	farmer	NOUN
agb-410	47	18	in	in	ADP
agb-410	47	19	chiang	chiang	PROPN
agb-410	47	20	mai	mai	PROPN
agb-410	47	21	city	city	PROPN
agb-410	47	22	and	and	CCONJ
agb-410	47	23	to	to	PART
agb-410	47	24	propose	propose	VERB
agb-410	47	25	viable	viable	ADJ
agb-410	47	26	models	model	NOUN
agb-410	47	27	for	for	ADP
agb-410	47	28	advancing	advance	VERB
agb-410	47	29	such	such	ADJ
agb-410	47	30	practices	practice	NOUN
agb-410	47	31	.	.	PUNCT
agb-410	48	1	the	the	DET
agb-410	48	2	overarching	overarching	ADJ
agb-410	48	3	objective	objective	NOUN
agb-410	48	4	is	be	AUX
agb-410	48	5	to	to	PART
agb-410	48	6	develop	develop	VERB
agb-410	48	7	strategies	strategy	NOUN
agb-410	48	8	that	that	PRON
agb-410	48	9	support	support	VERB
agb-410	48	10	farmers	farmer	NOUN
agb-410	48	11	in	in	ADP
agb-410	48	12	achieving	achieve	VERB
agb-410	48	13	sustainable	sustainable	ADJ
agb-410	48	14	livelihoods	livelihood	NOUN
agb-410	48	15	and	and	CCONJ
agb-410	48	16	enduring	endure	VERB
agb-410	48	17	economic	economic	ADJ
agb-410	48	18	security	security	NOUN
agb-410	48	19	within	within	ADP
agb-410	48	20	an	an	DET
agb-410	48	21	increasingly	increasingly	ADV
agb-410	48	22	complex	complex	ADJ
agb-410	48	23	agricultural	agricultural	ADJ
agb-410	48	24	environment	environment	NOUN
agb-410	48	25	.	.	PUNCT
agb-410	49	1	research	research	NOUN
agb-410	49	2	objectives	objective	NOUN
agb-410	49	3	1	1	NUM
agb-410	49	4	.	.	PUNCT
agb-410	49	5	to	to	PART
agb-410	49	6	examine	examine	VERB
agb-410	49	7	agricultural	agricultural	ADJ
agb-410	49	8	practices	practice	NOUN
agb-410	49	9	among	among	ADP
agb-410	49	10	farmers	farmer	NOUN
agb-410	49	11	in	in	ADP
agb-410	49	12	chiang	chiang	PROPN
agb-410	49	13	mai	mai	PROPN
agb-410	49	14	city	city	PROPN
agb-410	49	15	.	.	PUNCT
agb-410	50	1	2	2	X
agb-410	50	2	.	.	PUNCT
agb-410	50	3	to	to	PART
agb-410	50	4	explore	explore	VERB
agb-410	50	5	the	the	DET
agb-410	50	6	factors	factor	NOUN
agb-410	50	7	influencing	influence	VERB
agb-410	50	8	creative	creative	ADJ
agb-410	50	9	agriculture	agriculture	NOUN
agb-410	50	10	among	among	ADP
agb-410	50	11	farmers	farmer	NOUN
agb-410	50	12	in	in	ADP
agb-410	50	13	chiang	chiang	PROPN
agb-410	50	14	mai	mai	PROPN
agb-410	50	15	city	city	PROPN
agb-410	50	16	.	.	PUNCT
agb-410	51	1	3	3	X
agb-410	51	2	.	.	PUNCT
agb-410	51	3	to	to	PART
agb-410	51	4	develop	develop	VERB
agb-410	51	5	a	a	DET
agb-410	51	6	model	model	NOUN
agb-410	51	7	for	for	ADP
agb-410	51	8	creative	creative	ADJ
agb-410	51	9	agriculture	agriculture	NOUN
agb-410	51	10	tailored	tailor	VERB
agb-410	51	11	to	to	ADP
agb-410	51	12	farmers	farmer	NOUN
agb-410	51	13	in	in	ADP
agb-410	51	14	chiang	chiang	PROPN
agb-410	51	15	mai	mai	PROPN
agb-410	51	16	city	city	PROPN
agb-410	51	17	.	.	PUNCT
agb-410	52	1	literature	literature	PROPN
agb-410	52	2	review	review	VERB
agb-410	52	3	creative	creative	ADJ
agb-410	52	4	agriculture	agriculture	NOUN
agb-410	52	5	is	be	AUX
agb-410	52	6	fundamentally	fundamentally	ADV
agb-410	52	7	rooted	root	VERB
agb-410	52	8	in	in	ADP
agb-410	52	9	innovative	innovative	ADJ
agb-410	52	10	farming	farming	NOUN
agb-410	52	11	,	,	PUNCT
agb-410	52	12	integrating	integrate	VERB
agb-410	52	13	creativity	creativity	NOUN
agb-410	52	14	into	into	ADP
agb-410	52	15	agricultural	agricultural	ADJ
agb-410	52	16	processes	process	NOUN
agb-410	52	17	to	to	PART
agb-410	52	18	distinguish	distinguish	VERB
agb-410	52	19	them	they	PRON
agb-410	52	20	from	from	ADP
agb-410	52	21	traditional	traditional	ADJ
agb-410	52	22	practices	practice	NOUN
agb-410	52	23	(	(	PUNCT
agb-410	52	24	rayamajhee	rayamajhee	NOUN
agb-410	52	25	et	et	PROPN
agb-410	52	26	al	al	PROPN
agb-410	52	27	.	.	PROPN
agb-410	52	28	,	,	PUNCT
agb-410	52	29	2022	2022	NUM
agb-410	52	30	)	)	PUNCT
agb-410	52	31	.	.	PUNCT
agb-410	53	1	this	this	DET
agb-410	53	2	model	model	NOUN
agb-410	53	3	of	of	ADP
agb-410	53	4	agriculture	agriculture	NOUN
agb-410	53	5	merges	merge	VERB
agb-410	53	6	farming	farming	NOUN
agb-410	53	7	activities	activity	NOUN
agb-410	53	8	with	with	ADP
agb-410	53	9	artistic	artistic	ADJ
agb-410	53	10	,	,	PUNCT
agb-410	53	11	cultural	cultural	ADJ
agb-410	53	12	,	,	PUNCT
agb-410	53	13	and	and	CCONJ
agb-410	53	14	ritualistic	ritualistic	ADJ
agb-410	53	15	elements	element	NOUN
agb-410	53	16	,	,	PUNCT
agb-410	53	17	thereby	thereby	ADV
agb-410	53	18	expanding	expand	VERB
agb-410	53	19	the	the	DET
agb-410	53	20	role	role	NOUN
agb-410	53	21	of	of	ADP
agb-410	53	22	farmers	farmer	NOUN
agb-410	53	23	beyond	beyond	ADP
agb-410	53	24	mere	mere	ADJ
agb-410	53	25	production	production	NOUN
agb-410	53	26	into	into	ADP
agb-410	53	27	management	management	NOUN
agb-410	53	28	and	and	CCONJ
agb-410	53	29	value	value	NOUN
agb-410	53	30	creation	creation	NOUN
agb-410	53	31	(	(	PUNCT
agb-410	53	32	pradasegura	pradasegura	PROPN
agb-410	53	33	&	&	CCONJ
agb-410	53	34	medina	medina	PROPN
agb-410	53	35	-	-	PUNCT
agb-410	53	36	roncancio	roncancio	PROPN
agb-410	53	37	,	,	PUNCT
agb-410	53	38	2023	2023	NUM
agb-410	53	39	;	;	PUNCT
agb-410	53	40	sigauke	sigauke	ADJ
agb-410	53	41	,	,	PUNCT
agb-410	53	42	2020	2020	NUM
agb-410	53	43	)	)	PUNCT
agb-410	53	44	.	.	PUNCT
agb-410	54	1	it	it	PRON
agb-410	54	2	may	may	AUX
agb-410	54	3	involve	involve	VERB
agb-410	54	4	the	the	DET
agb-410	54	5	repurposing	repurposing	NOUN
agb-410	54	6	of	of	ADP
agb-410	54	7	existing	exist	VERB
agb-410	54	8	materials	material	NOUN
agb-410	54	9	alongside	alongside	ADP
agb-410	54	10	the	the	DET
agb-410	54	11	incorporation	incorporation	NOUN
agb-410	54	12	of	of	ADP
agb-410	54	13	new	new	ADJ
agb-410	54	14	resources	resource	NOUN
agb-410	54	15	to	to	PART
agb-410	54	16	enhance	enhance	VERB
agb-410	54	17	the	the	DET
agb-410	54	18	quality	quality	NOUN
agb-410	54	19	and	and	CCONJ
agb-410	54	20	appeal	appeal	NOUN
agb-410	54	21	of	of	ADP
agb-410	54	22	agricultural	agricultural	ADJ
agb-410	54	23	goods	good	NOUN
agb-410	54	24	.	.	PUNCT
agb-410	55	1	significantly	significantly	ADV
agb-410	55	2	,	,	PUNCT
agb-410	55	3	creative	creative	ADJ
agb-410	55	4	agriculture	agriculture	NOUN
agb-410	55	5	emphasises	emphasise	VERB
agb-410	55	6	value	value	NOUN
agb-410	55	7	addition	addition	NOUN
agb-410	55	8	,	,	PUNCT
agb-410	55	9	catering	cater	VERB
agb-410	55	10	to	to	ADP
agb-410	55	11	both	both	DET
agb-410	55	12	producers	producer	NOUN
agb-410	55	13	and	and	CCONJ
agb-410	55	14	consumers	consumer	NOUN
agb-410	55	15	in	in	ADP
agb-410	55	16	what	what	PRON
agb-410	55	17	is	be	AUX
agb-410	55	18	termed	term	VERB
agb-410	55	19	an	an	DET
agb-410	55	20	"	"	PUNCT
agb-410	55	21	external	external	ADJ
agb-410	55	22	economy	economy	NOUN
agb-410	55	23	"	"	PUNCT
agb-410	55	24	.	.	PUNCT
agb-410	56	1	here	here	ADV
agb-410	56	2	,	,	PUNCT
agb-410	56	3	the	the	DET
agb-410	56	4	worth	worth	NOUN
agb-410	56	5	of	of	ADP
agb-410	56	6	a	a	DET
agb-410	56	7	product	product	NOUN
agb-410	56	8	is	be	AUX
agb-410	56	9	determined	determine	VERB
agb-410	56	10	by	by	ADP
agb-410	56	11	its	its	PRON
agb-410	56	12	popularity	popularity	NOUN
agb-410	56	13	rather	rather	ADV
agb-410	56	14	than	than	ADP
agb-410	56	15	its	its	PRON
agb-410	56	16	scarcity	scarcity	NOUN
agb-410	56	17	.	.	PUNCT
agb-410	57	1	consequently	consequently	ADV
agb-410	57	2	,	,	PUNCT
agb-410	57	3	high	high	ADJ
agb-410	57	4	demand	demand	NOUN
agb-410	57	5	for	for	ADP
agb-410	57	6	an	an	DET
agb-410	57	7	innovative	innovative	ADJ
agb-410	57	8	and	and	CCONJ
agb-410	57	9	effective	effective	ADJ
agb-410	57	10	product	product	NOUN
agb-410	57	11	enhances	enhance	VERB
agb-410	57	12	its	its	PRON
agb-410	57	13	value	value	NOUN
agb-410	57	14	(	(	PUNCT
agb-410	57	15	adro	adro	NOUN
agb-410	57	16	&	&	CCONJ
agb-410	57	17	fernandes	fernande	NOUN
agb-410	57	18	,	,	PUNCT
agb-410	57	19	2022	2022	NUM
agb-410	57	20	)	)	PUNCT
agb-410	57	21	.	.	PUNCT
agb-410	58	1	technological	technological	ADJ
agb-410	58	2	integration	integration	NOUN
agb-410	58	3	not	not	PART
agb-410	58	4	only	only	ADV
agb-410	58	5	contributes	contribute	VERB
agb-410	58	6	to	to	ADP
agb-410	58	7	this	this	DET
agb-410	58	8	value	value	NOUN
agb-410	58	9	enhancement	enhancement	NOUN
agb-410	58	10	but	but	CCONJ
agb-410	58	11	also	also	ADV
agb-410	58	12	aids	aid	VERB
agb-410	58	13	in	in	ADP
agb-410	58	14	preserving	preserve	VERB
agb-410	58	15	agricultural	agricultural	ADJ
agb-410	58	16	traditions	tradition	NOUN
agb-410	58	17	.	.	PUNCT
agb-410	59	1	the	the	DET
agb-410	59	2	realisation	realisation	NOUN
agb-410	59	3	of	of	ADP
agb-410	59	4	creative	creative	ADJ
agb-410	59	5	agriculture	agriculture	NOUN
agb-410	59	6	depends	depend	VERB
agb-410	59	7	on	on	ADP
agb-410	59	8	the	the	DET
agb-410	59	9	possession	possession	NOUN
agb-410	59	10	of	of	ADP
agb-410	59	11	positive	positive	ADJ
agb-410	59	12	skill	skill	NOUN
agb-410	59	13	sets	set	NOUN
agb-410	59	14	and	and	CCONJ
agb-410	59	15	intrinsic	intrinsic	ADJ
agb-410	59	16	creativity	creativity	NOUN
agb-410	59	17	among	among	ADP
agb-410	59	18	farmers	farmer	NOUN
agb-410	59	19	.	.	PUNCT
agb-410	60	1	these	these	PRON
agb-410	60	2	may	may	AUX
agb-410	60	3	include	include	VERB
agb-410	60	4	cultivation	cultivation	NOUN
agb-410	60	5	expertise	expertise	NOUN
agb-410	60	6	,	,	PUNCT
agb-410	60	7	a	a	DET
agb-410	60	8	commitment	commitment	NOUN
agb-410	60	9	to	to	ADP
agb-410	60	10	quality	quality	NOUN
agb-410	60	11	,	,	PUNCT
agb-410	60	12	and	and	CCONJ
agb-410	60	13	proficiency	proficiency	NOUN
agb-410	60	14	in	in	ADP
agb-410	60	15	using	use	VERB
agb-410	60	16	agricultural	agricultural	ADJ
agb-410	60	17	tools	tool	NOUN
agb-410	60	18	.	.	PUNCT
agb-410	61	1	much	much	ADJ
agb-410	61	2	of	of	ADP
agb-410	61	3	this	this	DET
agb-410	61	4	expertise	expertise	NOUN
agb-410	61	5	emerges	emerge	VERB
agb-410	61	6	from	from	ADP
agb-410	61	7	interpersonal	interpersonal	ADJ
agb-410	61	8	knowledge	knowledge	NOUN
agb-410	61	9	sharing	sharing	NOUN
agb-410	61	10	among	among	ADP
agb-410	61	11	farmers	farmer	NOUN
agb-410	61	12	(	(	PUNCT
agb-410	61	13	simonton	simonton	PROPN
agb-410	61	14	,	,	PUNCT
agb-410	61	15	2003	2003	NUM
agb-410	61	16	)	)	PUNCT
agb-410	61	17	,	,	PUNCT
agb-410	61	18	ultimately	ultimately	ADV
agb-410	61	19	fostering	foster	VERB
agb-410	61	20	novel	novel	ADJ
agb-410	61	21	agricultural	agricultural	ADJ
agb-410	61	22	developments	development	NOUN
agb-410	61	23	.	.	PUNCT
agb-410	62	1	nonetheless	nonetheless	ADV
agb-410	62	2	,	,	PUNCT
agb-410	62	3	barriers	barrier	NOUN
agb-410	62	4	persist	persist	VERB
agb-410	62	5	,	,	PUNCT
agb-410	62	6	as	as	SCONJ
agb-410	62	7	some	some	DET
agb-410	62	8	farmers	farmer	NOUN
agb-410	62	9	are	be	AUX
agb-410	62	10	reluctant	reluctant	ADJ
agb-410	62	11	to	to	PART
agb-410	62	12	embrace	embrace	VERB
agb-410	62	13	new	new	ADJ
agb-410	62	14	farming	farming	NOUN
agb-410	62	15	methods	method	NOUN
agb-410	62	16	or	or	CCONJ
agb-410	62	17	develop	develop	VERB
agb-410	62	18	novel	novel	ADJ
agb-410	62	19	products	product	NOUN
agb-410	62	20	(	(	PUNCT
agb-410	62	21	quan	quan	PROPN
agb-410	62	22	et	et	PROPN
agb-410	62	23	al	al	PROPN
agb-410	62	24	.	.	PROPN
agb-410	62	25	,	,	PUNCT
agb-410	62	26	2024	2024	NUM
agb-410	62	27	)	)	PUNCT
agb-410	62	28	.	.	PUNCT
agb-410	63	1	moreover	moreover	ADV
agb-410	63	2	,	,	PUNCT
agb-410	63	3	having	have	VERB
agb-410	63	4	a	a	DET
agb-410	63	5	supportive	supportive	ADJ
agb-410	63	6	team	team	NOUN
agb-410	63	7	or	or	CCONJ
agb-410	63	8	mentor	mentor	NOUN
agb-410	63	9	system	system	NOUN
agb-410	63	10	can	can	AUX
agb-410	63	11	encourage	encourage	VERB
agb-410	63	12	farmers	farmer	NOUN
agb-410	63	13	to	to	PART
agb-410	63	14	engage	engage	VERB
agb-410	63	15	in	in	ADP
agb-410	63	16	creative	creative	ADJ
agb-410	63	17	practices	practice	NOUN
agb-410	63	18	,	,	PUNCT
agb-410	63	19	as	as	SCONJ
agb-410	63	20	collaborative	collaborative	ADJ
agb-410	63	21	environments	environment	NOUN
agb-410	63	22	tend	tend	VERB
agb-410	63	23	to	to	PART
agb-410	63	24	stimulate	stimulate	VERB
agb-410	63	25	innovation	innovation	NOUN
agb-410	63	26	(	(	PUNCT
agb-410	63	27	kavi	kavi	PROPN
agb-410	63	28	et	et	PROPN
agb-410	63	29	al	al	PROPN
agb-410	63	30	.	.	PROPN
agb-410	63	31	,	,	PUNCT
agb-410	63	32	2018	2018	NUM
agb-410	63	33	;	;	PUNCT
agb-410	63	34	msoffe	msoffe	PROPN
agb-410	63	35	&	&	CCONJ
agb-410	63	36	ngulube	ngulube	ADJ
agb-410	63	37	,	,	PUNCT
agb-410	63	38	2016	2016	NUM
agb-410	63	39	)	)	PUNCT
agb-410	63	40	.	.	PUNCT
agb-410	64	1	in	in	ADP
agb-410	64	2	the	the	DET
agb-410	64	3	current	current	ADJ
agb-410	64	4	knowledge	knowledge	NOUN
agb-410	64	5	-	-	PUNCT
agb-410	64	6	based	base	VERB
agb-410	64	7	economy	economy	NOUN
agb-410	64	8	and	and	CCONJ
agb-410	64	9	society	society	NOUN
agb-410	64	10	,	,	PUNCT
agb-410	64	11	knowledge	knowledge	NOUN
agb-410	64	12	functions	function	NOUN
agb-410	64	13	as	as	ADP
agb-410	64	14	a	a	DET
agb-410	64	15	crucial	crucial	ADJ
agb-410	64	16	asset	asset	NOUN
agb-410	64	17	for	for	ADP
agb-410	64	18	driving	drive	VERB
agb-410	64	19	innovation	innovation	NOUN
agb-410	64	20	across	across	ADP
agb-410	64	21	various	various	ADJ
agb-410	64	22	sectors	sector	NOUN
agb-410	64	23	,	,	PUNCT
agb-410	64	24	including	include	VERB
agb-410	64	25	agriculture	agriculture	NOUN
agb-410	64	26	,	,	PUNCT
agb-410	64	27	which	which	PRON
agb-410	64	28	is	be	AUX
agb-410	64	29	subject	subject	ADJ
agb-410	64	30	to	to	ADP
agb-410	64	31	rapid	rapid	ADJ
agb-410	64	32	global	global	ADJ
agb-410	64	33	transformation	transformation	NOUN
agb-410	64	34	(	(	PUNCT
agb-410	64	35	waheed	waheed	PROPN
agb-410	64	36	et	et	PROPN
agb-410	64	37	al	al	PROPN
agb-410	64	38	.	.	PROPN
agb-410	64	39	,	,	PUNCT
agb-410	64	40	2020	2020	NUM
agb-410	64	41	)	)	PUNCT
agb-410	64	42	.	.	PUNCT
agb-410	65	1	farmers	farmer	NOUN
agb-410	65	2	must	must	AUX
agb-410	65	3	not	not	PART
agb-410	65	4	only	only	ADV
agb-410	65	5	keep	keep	VERB
agb-410	65	6	pace	pace	NOUN
agb-410	65	7	with	with	ADP
agb-410	65	8	these	these	DET
agb-410	65	9	changes	change	NOUN
agb-410	65	10	but	but	CCONJ
agb-410	65	11	also	also	ADV
agb-410	65	12	adopt	adopt	VERB
agb-410	65	13	information	information	NOUN
agb-410	65	14	and	and	CCONJ
agb-410	65	15	communication	communication	NOUN
agb-410	65	16	technologies	technology	NOUN
agb-410	65	17	(	(	PUNCT
agb-410	65	18	icts	ict	NOUN
agb-410	65	19	)	)	PUNCT
agb-410	65	20	to	to	PART
agb-410	65	21	enhance	enhance	VERB
agb-410	65	22	production	production	NOUN
agb-410	65	23	efficiency	efficiency	NOUN
agb-410	65	24	and	and	CCONJ
agb-410	65	25	marketing	marketing	NOUN
agb-410	65	26	capabilities	capability	NOUN
agb-410	65	27	(	(	PUNCT
agb-410	65	28	kanjina	kanjina	PROPN
agb-410	65	29	,	,	PUNCT
agb-410	65	30	2021	2021	NUM
agb-410	65	31	)	)	PUNCT
agb-410	65	32	.	.	PUNCT
agb-410	66	1	however	however	ADV
agb-410	66	2	,	,	PUNCT
agb-410	66	3	the	the	DET
agb-410	66	4	thai	thai	ADJ
agb-410	66	5	agricultural	agricultural	ADJ
agb-410	66	6	sector	sector	NOUN
agb-410	66	7	continues	continue	VERB
agb-410	66	8	to	to	PART
agb-410	66	9	face	face	VERB
agb-410	66	10	challenges	challenge	NOUN
agb-410	66	11	,	,	PUNCT
agb-410	66	12	particularly	particularly	ADV
agb-410	66	13	regarding	regard	VERB
agb-410	66	14	low	low	ADJ
agb-410	66	15	productivity	productivity	NOUN
agb-410	66	16	and	and	CCONJ
agb-410	66	17	income	income	NOUN
agb-410	66	18	levels	level	NOUN
agb-410	66	19	.	.	PUNCT
agb-410	67	1	these	these	DET
agb-410	67	2	issues	issue	NOUN
agb-410	67	3	are	be	AUX
agb-410	67	4	often	often	ADV
agb-410	67	5	linked	link	VERB
agb-410	67	6	to	to	ADP
agb-410	67	7	insufficient	insufficient	ADJ
agb-410	67	8	knowledge	knowledge	NOUN
agb-410	67	9	and	and	CCONJ
agb-410	67	10	limited	limited	ADJ
agb-410	67	11	market	market	NOUN
agb-410	67	12	awareness	awareness	NOUN
agb-410	67	13	among	among	ADP
agb-410	67	14	farmers	farmer	NOUN
agb-410	67	15	,	,	PUNCT
agb-410	67	16	affecting	affect	VERB
agb-410	67	17	their	their	PRON
agb-410	67	18	ability	ability	NOUN
agb-410	67	19	to	to	PART
agb-410	67	20	plan	plan	VERB
agb-410	67	21	and	and	CCONJ
agb-410	67	22	execute	execute	VERB
agb-410	67	23	quality	quality	NOUN
agb-410	67	24	,	,	PUNCT
agb-410	67	25	environmentally	environmentally	ADV
agb-410	67	26	sustainable	sustainable	ADJ
agb-410	67	27	production	production	NOUN
agb-410	67	28	strategies	strategy	NOUN
agb-410	67	29	.	.	PUNCT
agb-410	68	1	technology	technology	NOUN
agb-410	68	2	plays	play	VERB
agb-410	68	3	a	a	DET
agb-410	68	4	pivotal	pivotal	ADJ
agb-410	68	5	role	role	NOUN
agb-410	68	6	in	in	ADP
agb-410	68	7	modern	modern	ADJ
agb-410	68	8	agricultural	agricultural	ADJ
agb-410	68	9	markets	market	NOUN
agb-410	68	10	,	,	PUNCT
agb-410	68	11	facilitating	facilitate	VERB
agb-410	68	12	online	online	ADJ
agb-410	68	13	access	access	NOUN
agb-410	68	14	to	to	ADP
agb-410	68	15	both	both	CCONJ
agb-410	68	16	raw	raw	ADJ
agb-410	68	17	and	and	CCONJ
agb-410	68	18	processed	process	VERB
agb-410	68	19	products	product	NOUN
agb-410	68	20	(	(	PUNCT
agb-410	68	21	quan	quan	PROPN
agb-410	68	22	et	et	PROPN
agb-410	68	23	al	al	PROPN
agb-410	68	24	.	.	PROPN
agb-410	68	25	,	,	PUNCT
agb-410	68	26	2024	2024	NUM
agb-410	68	27	)	)	PUNCT
agb-410	68	28	.	.	PUNCT
agb-410	69	1	additionally	additionally	ADV
agb-410	69	2	,	,	PUNCT
agb-410	69	3	digital	digital	ADJ
agb-410	69	4	platforms	platform	NOUN
agb-410	69	5	such	such	ADJ
agb-410	69	6	as	as	ADP
agb-410	69	7	twitter	twitter	NOUN
agb-410	69	8	,	,	PUNCT
agb-410	69	9	whatsapp	whatsapp	NOUN
agb-410	69	10	,	,	PUNCT
agb-410	69	11	and	and	CCONJ
agb-410	69	12	facebook	facebook	PROPN
agb-410	69	13	allow	allow	VERB
agb-410	69	14	farmers	farmer	NOUN
agb-410	69	15	to	to	PART
agb-410	69	16	create	create	VERB
agb-410	69	17	customer	customer	NOUN
agb-410	69	18	service	service	NOUN
agb-410	69	19	channels	channel	NOUN
agb-410	69	20	,	,	PUNCT
agb-410	69	21	swiftly	swiftly	ADV
agb-410	69	22	resolve	resolve	VERB
agb-410	69	23	issues	issue	NOUN
agb-410	69	24	,	,	PUNCT
agb-410	69	25	and	and	CCONJ
agb-410	69	26	share	share	NOUN
agb-410	69	27	information	information	NOUN
agb-410	69	28	(	(	PUNCT
agb-410	69	29	lee	lee	PROPN
agb-410	69	30	&	&	CCONJ
agb-410	69	31	suzuki	suzuki	PROPN
agb-410	69	32	,	,	PUNCT
agb-410	69	33	2020	2020	NUM
agb-410	69	34	;	;	PUNCT
agb-410	69	35	mills	mill	NOUN
agb-410	69	36	et	et	PROPN
agb-410	69	37	al	al	PROPN
agb-410	69	38	.	.	PROPN
agb-410	69	39	,	,	PUNCT
agb-410	69	40	2019	2019	NUM
agb-410	69	41	)	)	PUNCT
agb-410	69	42	.	.	PUNCT
agb-410	70	1	technological	technological	ADJ
agb-410	70	2	adoption	adoption	NOUN
agb-410	70	3	in	in	ADP
agb-410	70	4	agriculture	agriculture	NOUN
agb-410	70	5	may	may	AUX
agb-410	70	6	also	also	ADV
agb-410	70	7	require	require	VERB
agb-410	70	8	expert	expert	ADJ
agb-410	70	9	consultation	consultation	NOUN
agb-410	70	10	to	to	PART
agb-410	70	11	optimise	optimise	VERB
agb-410	70	12	implementation	implementation	NOUN
agb-410	70	13	across	across	ADP
agb-410	70	14	farming	farming	NOUN
agb-410	70	15	agbioforum	agbioforum	NOUN
agb-410	70	16	,	,	PUNCT
agb-410	70	17	26(3	26(3	NUM
agb-410	70	18	)	)	PUNCT
agb-410	70	19	,	,	PUNCT
agb-410	70	20	2024	2024	NUM
agb-410	70	21	|	|	ADV
agb-410	70	22	130	130	NUM
agb-410	70	23	thongsrikate	thongsrikate	NOUN
agb-410	70	24	et	et	NOUN
agb-410	70	25	al	al	PROPN
agb-410	70	26	—	—	PUNCT
agb-410	70	27	the	the	DET
agb-410	70	28	model	model	NOUN
agb-410	70	29	of	of	ADP
agb-410	70	30	creative	creative	ADJ
agb-410	70	31	agriculture	agriculture	NOUN
agb-410	70	32	among	among	ADP
agb-410	70	33	farmers	farmer	NOUN
agb-410	70	34	in	in	ADP
agb-410	70	35	chiang	chiang	PROPN
agb-410	70	36	mai	mai	PROPN
agb-410	70	37	city	city	PROPN
agb-410	70	38	practices	practice	NOUN
agb-410	70	39	.	.	PUNCT
agb-410	71	1	creative	creative	ADJ
agb-410	71	2	agriculture	agriculture	NOUN
agb-410	71	3	extends	extend	VERB
agb-410	71	4	beyond	beyond	ADP
agb-410	71	5	mere	mere	ADJ
agb-410	71	6	innovation	innovation	NOUN
agb-410	71	7	;	;	PUNCT
agb-410	71	8	it	it	PRON
agb-410	71	9	also	also	ADV
agb-410	71	10	involves	involve	VERB
agb-410	71	11	applying	apply	VERB
agb-410	71	12	accumulated	accumulate	VERB
agb-410	71	13	knowledge	knowledge	NOUN
agb-410	71	14	derived	derive	VERB
agb-410	71	15	from	from	ADP
agb-410	71	16	expertise	expertise	NOUN
agb-410	71	17	,	,	PUNCT
agb-410	71	18	social	social	ADJ
agb-410	71	19	networks	network	NOUN
agb-410	71	20	,	,	PUNCT
agb-410	71	21	cultural	cultural	ADJ
agb-410	71	22	capital	capital	NOUN
agb-410	71	23	,	,	PUNCT
agb-410	71	24	and	and	CCONJ
agb-410	71	25	local	local	ADJ
agb-410	71	26	wisdom	wisdom	NOUN
agb-410	71	27	.	.	PUNCT
agb-410	72	1	these	these	DET
agb-410	72	2	resources	resource	NOUN
agb-410	72	3	support	support	VERB
agb-410	72	4	farming	farming	NOUN
agb-410	72	5	,	,	PUNCT
agb-410	72	6	marketing	marketing	NOUN
agb-410	72	7	,	,	PUNCT
agb-410	72	8	and	and	CCONJ
agb-410	72	9	management	management	NOUN
agb-410	72	10	activities	activity	NOUN
agb-410	72	11	.	.	PUNCT
agb-410	73	1	consumer	consumer	NOUN
agb-410	73	2	safety	safety	NOUN
agb-410	73	3	and	and	CCONJ
agb-410	73	4	product	product	NOUN
agb-410	73	5	quality	quality	NOUN
agb-410	73	6	,	,	PUNCT
agb-410	73	7	central	central	ADJ
agb-410	73	8	to	to	ADP
agb-410	73	9	human	human	ADJ
agb-410	73	10	capital	capital	NOUN
agb-410	73	11	,	,	PUNCT
agb-410	73	12	reflect	reflect	VERB
agb-410	73	13	the	the	DET
agb-410	73	14	depth	depth	NOUN
agb-410	73	15	of	of	ADP
agb-410	73	16	knowledge	knowledge	NOUN
agb-410	73	17	and	and	CCONJ
agb-410	73	18	skills	skill	NOUN
agb-410	73	19	that	that	SCONJ
agb-410	73	20	farmers	farmer	NOUN
agb-410	73	21	integrate	integrate	VERB
agb-410	73	22	into	into	ADP
agb-410	73	23	their	their	PRON
agb-410	73	24	operations	operation	NOUN
agb-410	73	25	—	—	PUNCT
agb-410	73	26	often	often	ADV
agb-410	73	27	in	in	ADP
agb-410	73	28	relation	relation	NOUN
agb-410	73	29	to	to	ADP
agb-410	73	30	their	their	PRON
agb-410	73	31	income	income	NOUN
agb-410	73	32	levels	level	NOUN
agb-410	73	33	(	(	PUNCT
agb-410	73	34	plaiphum	plaiphum	ADJ
agb-410	73	35	&	&	CCONJ
agb-410	73	36	tansuchat	tansuchat	PROPN
agb-410	73	37	,	,	PUNCT
agb-410	73	38	2023	2023	NUM
agb-410	73	39	)	)	PUNCT
agb-410	73	40	.	.	PUNCT
agb-410	74	1	unlike	unlike	ADP
agb-410	74	2	conventional	conventional	ADJ
agb-410	74	3	agriculture	agriculture	NOUN
agb-410	74	4	,	,	PUNCT
agb-410	74	5	creative	creative	ADJ
agb-410	74	6	farming	farming	NOUN
agb-410	74	7	leverages	leverage	NOUN
agb-410	74	8	culturally	culturally	ADV
agb-410	74	9	significant	significant	ADJ
agb-410	74	10	practices	practice	NOUN
agb-410	74	11	to	to	PART
agb-410	74	12	generate	generate	VERB
agb-410	74	13	added	add	VERB
agb-410	74	14	value	value	NOUN
agb-410	74	15	.	.	PUNCT
agb-410	75	1	the	the	DET
agb-410	75	2	utilisation	utilisation	NOUN
agb-410	75	3	of	of	ADP
agb-410	75	4	local	local	ADJ
agb-410	75	5	wisdom	wisdom	NOUN
agb-410	75	6	can	can	AUX
agb-410	75	7	take	take	VERB
agb-410	75	8	several	several	ADJ
agb-410	75	9	forms	form	NOUN
agb-410	75	10	:	:	PUNCT
agb-410	75	11	maintaining	maintain	VERB
agb-410	75	12	traditional	traditional	ADJ
agb-410	75	13	practices	practice	NOUN
agb-410	75	14	,	,	PUNCT
agb-410	75	15	adapting	adapt	VERB
agb-410	75	16	technical	technical	ADJ
agb-410	75	17	methods	method	NOUN
agb-410	75	18	,	,	PUNCT
agb-410	75	19	or	or	CCONJ
agb-410	75	20	altering	alter	VERB
agb-410	75	21	the	the	DET
agb-410	75	22	components	component	NOUN
agb-410	75	23	and	and	CCONJ
agb-410	75	24	structures	structure	NOUN
agb-410	75	25	of	of	ADP
agb-410	75	26	indigenous	indigenous	ADJ
agb-410	75	27	knowledge	knowledge	NOUN
agb-410	75	28	(	(	PUNCT
agb-410	75	29	pratita	pratita	PROPN
agb-410	75	30	,	,	PUNCT
agb-410	75	31	irham	irham	PROPN
agb-410	75	32	,	,	PUNCT
agb-410	75	33	&	&	CCONJ
agb-410	75	34	mulyo	mulyo	PROPN
agb-410	75	35	,	,	PUNCT
agb-410	75	36	2019	2019	NUM
agb-410	75	37	)	)	PUNCT
agb-410	75	38	.	.	PUNCT
agb-410	76	1	such	such	ADJ
agb-410	76	2	practices	practice	NOUN
agb-410	76	3	represent	represent	VERB
agb-410	76	4	essential	essential	ADJ
agb-410	76	5	cultural	cultural	ADJ
agb-410	76	6	capital	capital	NOUN
agb-410	76	7	applicable	applicable	ADJ
agb-410	76	8	in	in	ADP
agb-410	76	9	agricultural	agricultural	ADJ
agb-410	76	10	innovation	innovation	NOUN
agb-410	76	11	.	.	PUNCT
agb-410	77	1	ultimately	ultimately	ADV
agb-410	77	2	,	,	PUNCT
agb-410	77	3	creative	creative	ADJ
agb-410	77	4	agriculture	agriculture	NOUN
agb-410	77	5	fosters	foster	VERB
agb-410	77	6	both	both	DET
agb-410	77	7	efficiency	efficiency	NOUN
agb-410	77	8	and	and	CCONJ
agb-410	77	9	responsiveness	responsiveness	NOUN
agb-410	77	10	,	,	PUNCT
agb-410	77	11	addressing	address	VERB
agb-410	77	12	evolving	evolve	VERB
agb-410	77	13	consumer	consumer	NOUN
agb-410	77	14	demands	demand	NOUN
agb-410	77	15	.	.	PUNCT
agb-410	78	1	it	it	PRON
agb-410	78	2	adapts	adapt	VERB
agb-410	78	3	continuously	continuously	ADV
agb-410	78	4	to	to	ADP
agb-410	78	5	global	global	ADJ
agb-410	78	6	agricultural	agricultural	ADJ
agb-410	78	7	dynamics	dynamic	NOUN
agb-410	78	8	,	,	PUNCT
agb-410	78	9	including	include	VERB
agb-410	78	10	shifts	shift	NOUN
agb-410	78	11	in	in	ADP
agb-410	78	12	food	food	NOUN
agb-410	78	13	market	market	NOUN
agb-410	78	14	structures	structure	NOUN
agb-410	78	15	and	and	CCONJ
agb-410	78	16	consumer	consumer	NOUN
agb-410	78	17	preferences	preference	NOUN
agb-410	78	18	for	for	ADP
agb-410	78	19	safety	safety	NOUN
agb-410	78	20	and	and	CCONJ
agb-410	78	21	environmentally	environmentally	ADV
agb-410	78	22	responsible	responsible	ADJ
agb-410	78	23	farming	farming	NOUN
agb-410	78	24	(	(	PUNCT
agb-410	78	25	hong	hong	PROPN
agb-410	78	26	,	,	PUNCT
agb-410	78	27	tian	tian	ADJ
agb-410	78	28	,	,	PUNCT
agb-410	78	29	&	&	CCONJ
agb-410	78	30	wang	wang	PROPN
agb-410	78	31	,	,	PUNCT
agb-410	78	32	2023	2023	NUM
agb-410	78	33	;	;	PUNCT
agb-410	78	34	zscheischler	zscheischler	PROPN
agb-410	78	35	et	et	PROPN
agb-410	78	36	al	al	PROPN
agb-410	78	37	.	.	PROPN
agb-410	78	38	,	,	PUNCT
agb-410	78	39	2022	2022	NUM
agb-410	78	40	)	)	PUNCT
agb-410	78	41	.	.	PUNCT
agb-410	79	1	thus	thus	ADV
agb-410	79	2	,	,	PUNCT
agb-410	79	3	this	this	DET
agb-410	79	4	approach	approach	NOUN
agb-410	79	5	contributes	contribute	VERB
agb-410	79	6	to	to	ADP
agb-410	79	7	the	the	DET
agb-410	79	8	establishment	establishment	NOUN
agb-410	79	9	of	of	ADP
agb-410	79	10	a	a	DET
agb-410	79	11	sustainable	sustainable	ADJ
agb-410	79	12	food	food	NOUN
agb-410	79	13	production	production	NOUN
agb-410	79	14	system	system	NOUN
agb-410	79	15	that	that	PRON
agb-410	79	16	is	be	AUX
agb-410	79	17	both	both	CCONJ
agb-410	79	18	innovative	innovative	ADJ
agb-410	79	19	and	and	CCONJ
agb-410	79	20	consumer	consumer	NOUN
agb-410	79	21	-	-	PUNCT
agb-410	79	22	oriented	orient	VERB
agb-410	79	23	.	.	PUNCT
agb-410	80	1	through	through	ADP
agb-410	80	2	the	the	DET
agb-410	80	3	integration	integration	NOUN
agb-410	80	4	of	of	ADP
agb-410	80	5	advanced	advanced	ADJ
agb-410	80	6	technologies	technology	NOUN
agb-410	80	7	,	,	PUNCT
agb-410	80	8	artistic	artistic	ADJ
agb-410	80	9	elements	element	NOUN
agb-410	80	10	,	,	PUNCT
agb-410	80	11	and	and	CCONJ
agb-410	80	12	design	design	NOUN
agb-410	80	13	principles	principle	NOUN
agb-410	80	14	,	,	PUNCT
agb-410	80	15	creative	creative	ADJ
agb-410	80	16	agriculture	agriculture	NOUN
agb-410	80	17	stimulates	stimulate	VERB
agb-410	80	18	innovation	innovation	NOUN
agb-410	80	19	within	within	ADP
agb-410	80	20	the	the	DET
agb-410	80	21	sector	sector	NOUN
agb-410	80	22	.	.	PUNCT
agb-410	81	1	farmers	farmer	NOUN
agb-410	81	2	,	,	PUNCT
agb-410	81	3	possessing	possess	VERB
agb-410	81	4	entrepreneurial	entrepreneurial	ADJ
agb-410	81	5	competencies	competency	NOUN
agb-410	81	6	and	and	CCONJ
agb-410	81	7	a	a	DET
agb-410	81	8	wealth	wealth	NOUN
agb-410	81	9	of	of	ADP
agb-410	81	10	experiential	experiential	ADJ
agb-410	81	11	knowledge	knowledge	NOUN
agb-410	81	12	,	,	PUNCT
agb-410	81	13	are	be	AUX
agb-410	81	14	the	the	DET
agb-410	81	15	key	key	ADJ
agb-410	81	16	agents	agent	NOUN
agb-410	81	17	in	in	ADP
agb-410	81	18	this	this	DET
agb-410	81	19	transformative	transformative	ADJ
agb-410	81	20	process	process	NOUN
agb-410	81	21	.	.	PUNCT
agb-410	82	1	research	research	NOUN
agb-410	82	2	methodology	methodology	NOUN
agb-410	82	3	research	research	NOUN
agb-410	82	4	design	design	NOUN
agb-410	82	5	this	this	DET
agb-410	82	6	study	study	NOUN
agb-410	82	7	adopts	adopt	VERB
agb-410	82	8	a	a	DET
agb-410	82	9	mixed	mixed	ADJ
agb-410	82	10	-	-	PUNCT
agb-410	82	11	methods	method	NOUN
agb-410	82	12	design	design	NOUN
agb-410	82	13	,	,	PUNCT
agb-410	82	14	integrating	integrate	VERB
agb-410	82	15	both	both	CCONJ
agb-410	82	16	quantitative	quantitative	ADJ
agb-410	82	17	and	and	CCONJ
agb-410	82	18	qualitative	qualitative	ADJ
agb-410	82	19	approaches	approach	NOUN
agb-410	82	20	.	.	PUNCT
agb-410	83	1	the	the	DET
agb-410	83	2	quantitative	quantitative	ADJ
agb-410	83	3	component	component	NOUN
agb-410	83	4	investigates	investigate	VERB
agb-410	83	5	the	the	DET
agb-410	83	6	agricultural	agricultural	ADJ
agb-410	83	7	practices	practice	NOUN
agb-410	83	8	of	of	ADP
agb-410	83	9	farmers	farmer	NOUN
agb-410	83	10	and	and	CCONJ
agb-410	83	11	identifies	identify	VERB
agb-410	83	12	the	the	DET
agb-410	83	13	factors	factor	NOUN
agb-410	83	14	associated	associate	VERB
agb-410	83	15	with	with	ADP
agb-410	83	16	the	the	DET
agb-410	83	17	adoption	adoption	NOUN
agb-410	83	18	of	of	ADP
agb-410	83	19	creative	creative	ADJ
agb-410	83	20	agriculture	agriculture	NOUN
agb-410	83	21	in	in	ADP
agb-410	83	22	chiang	chiang	PROPN
agb-410	83	23	mai	mai	PROPN
agb-410	83	24	city	city	PROPN
agb-410	83	25	.	.	PUNCT
agb-410	84	1	concurrently	concurrently	ADV
agb-410	84	2	,	,	PUNCT
agb-410	84	3	the	the	DET
agb-410	84	4	qualitative	qualitative	ADJ
agb-410	84	5	component	component	NOUN
agb-410	84	6	is	be	AUX
agb-410	84	7	employed	employ	VERB
agb-410	84	8	to	to	PART
agb-410	84	9	construct	construct	VERB
agb-410	84	10	a	a	DET
agb-410	84	11	conceptual	conceptual	ADJ
agb-410	84	12	model	model	NOUN
agb-410	84	13	for	for	ADP
agb-410	84	14	creative	creative	ADJ
agb-410	84	15	agriculture	agriculture	NOUN
agb-410	84	16	tailored	tailor	VERB
agb-410	84	17	to	to	ADP
agb-410	84	18	the	the	DET
agb-410	84	19	context	context	NOUN
agb-410	84	20	of	of	ADP
agb-410	84	21	farmers	farmer	NOUN
agb-410	84	22	in	in	ADP
agb-410	84	23	chiang	chiang	PROPN
agb-410	84	24	mai	mai	PROPN
agb-410	84	25	city	city	PROPN
agb-410	84	26	.	.	PUNCT
agb-410	85	1	the	the	DET
agb-410	85	2	methodological	methodological	ADJ
agb-410	85	3	framework	framework	NOUN
agb-410	85	4	for	for	ADP
agb-410	85	5	the	the	DET
agb-410	85	6	study	study	NOUN
agb-410	85	7	is	be	AUX
agb-410	85	8	presented	present	VERB
agb-410	85	9	as	as	SCONJ
agb-410	85	10	follows	follow	VERB
agb-410	85	11	:	:	PUNCT
agb-410	85	12	participants	participant	NOUN
agb-410	85	13	and	and	CCONJ
agb-410	85	14	sampling	sample	VERB
agb-410	85	15	for	for	ADP
agb-410	85	16	the	the	DET
agb-410	85	17	quantitative	quantitative	ADJ
agb-410	85	18	phase	phase	NOUN
agb-410	85	19	of	of	ADP
agb-410	85	20	this	this	DET
agb-410	85	21	research	research	NOUN
agb-410	85	22	,	,	PUNCT
agb-410	85	23	the	the	DET
agb-410	85	24	target	target	NOUN
agb-410	85	25	population	population	NOUN
agb-410	85	26	comprised	comprise	VERB
agb-410	85	27	181,371	181,371	NUM
agb-410	85	28	agricultural	agricultural	ADJ
agb-410	85	29	households	household	NOUN
agb-410	85	30	within	within	ADP
agb-410	85	31	chiang	chiang	PROPN
agb-410	85	32	mai	mai	PROPN
agb-410	85	33	city	city	PROPN
agb-410	85	34	.	.	PUNCT
agb-410	86	1	a	a	DET
agb-410	86	2	sample	sample	NOUN
agb-410	86	3	of	of	ADP
agb-410	86	4	400	400	NUM
agb-410	86	5	household	household	NOUN
agb-410	86	6	heads	head	NOUN
agb-410	86	7	was	be	AUX
agb-410	86	8	determined	determine	VERB
agb-410	86	9	using	use	VERB
agb-410	86	10	yamane	yamane	PROPN
agb-410	86	11	’s	’s	PART
agb-410	86	12	formula	formula	NOUN
agb-410	86	13	.	.	PUNCT
agb-410	87	1	a	a	DET
agb-410	87	2	two	two	NUM
agb-410	87	3	-	-	PUNCT
agb-410	87	4	stage	stage	NOUN
agb-410	87	5	random	random	ADJ
agb-410	87	6	sampling	sampling	NOUN
agb-410	87	7	technique	technique	NOUN
agb-410	87	8	was	be	AUX
agb-410	87	9	adopted	adopt	VERB
agb-410	87	10	.	.	PUNCT
agb-410	88	1	the	the	DET
agb-410	88	2	inclusion	inclusion	NOUN
agb-410	88	3	criteria	criterion	NOUN
agb-410	88	4	required	require	VERB
agb-410	88	5	participants	participant	NOUN
agb-410	88	6	to	to	PART
agb-410	88	7	:	:	PUNCT
agb-410	88	8	(	(	PUNCT
agb-410	88	9	1	1	X
agb-410	88	10	)	)	PUNCT
agb-410	88	11	have	have	VERB
agb-410	88	12	a	a	DET
agb-410	88	13	minimum	minimum	NOUN
agb-410	88	14	of	of	ADP
agb-410	88	15	five	five	NUM
agb-410	88	16	years	year	NOUN
agb-410	88	17	’	'	PUNCT
agb-410	88	18	experience	experience	NOUN
agb-410	88	19	in	in	ADP
agb-410	88	20	agricultural	agricultural	ADJ
agb-410	88	21	activities	activity	NOUN
agb-410	88	22	,	,	PUNCT
agb-410	88	23	including	include	VERB
agb-410	88	24	crop	crop	NOUN
agb-410	88	25	cultivation	cultivation	NOUN
agb-410	88	26	,	,	PUNCT
agb-410	88	27	livestock	livestock	NOUN
agb-410	88	28	farming	farming	NOUN
agb-410	88	29	,	,	PUNCT
agb-410	88	30	and/or	and/or	CCONJ
agb-410	88	31	freshwater	freshwater	NOUN
agb-410	88	32	fishing	fishing	NOUN
agb-410	88	33	;	;	PUNCT
agb-410	88	34	(	(	PUNCT
agb-410	88	35	2	2	X
agb-410	88	36	)	)	PUNCT
agb-410	88	37	be	be	AUX
agb-410	88	38	aged	age	VERB
agb-410	88	39	18	18	NUM
agb-410	88	40	years	year	NOUN
agb-410	88	41	or	or	CCONJ
agb-410	88	42	older	old	ADJ
agb-410	88	43	;	;	PUNCT
agb-410	88	44	(	(	PUNCT
agb-410	88	45	3	3	X
agb-410	88	46	)	)	PUNCT
agb-410	88	47	be	be	AUX
agb-410	88	48	in	in	ADP
agb-410	88	49	good	good	ADJ
agb-410	88	50	physical	physical	ADJ
agb-410	88	51	health	health	NOUN
agb-410	88	52	;	;	PUNCT
agb-410	88	53	(	(	PUNCT
agb-410	88	54	4	4	X
agb-410	88	55	)	)	PUNCT
agb-410	88	56	possess	possess	NOUN
agb-410	88	57	literacy	literacy	NOUN
agb-410	88	58	in	in	ADP
agb-410	88	59	thai	thai	PROPN
agb-410	88	60	(	(	PUNCT
agb-410	88	61	reading	reading	NOUN
agb-410	88	62	and/or	and/or	CCONJ
agb-410	88	63	writing	writing	NOUN
agb-410	88	64	)	)	PUNCT
agb-410	88	65	;	;	PUNCT
agb-410	88	66	and	and	CCONJ
agb-410	88	67	(	(	PUNCT
agb-410	88	68	5	5	X
agb-410	88	69	)	)	PUNCT
agb-410	88	70	express	express	VERB
agb-410	88	71	a	a	DET
agb-410	88	72	willingness	willingness	NOUN
agb-410	88	73	to	to	PART
agb-410	88	74	participate	participate	VERB
agb-410	88	75	and	and	CCONJ
agb-410	88	76	provide	provide	VERB
agb-410	88	77	information	information	NOUN
agb-410	88	78	.	.	PUNCT
agb-410	89	1	the	the	DET
agb-410	89	2	qualitative	qualitative	ADJ
agb-410	89	3	phase	phase	NOUN
agb-410	89	4	was	be	AUX
agb-410	89	5	conducted	conduct	VERB
agb-410	89	6	in	in	ADP
agb-410	89	7	mae	mae	PROPN
agb-410	89	8	taeng	taeng	PROPN
agb-410	89	9	district	district	PROPN
agb-410	89	10	of	of	ADP
agb-410	89	11	chiang	chiang	PROPN
agb-410	89	12	mai	mai	PROPN
agb-410	89	13	city	city	PROPN
agb-410	89	14	,	,	PUNCT
agb-410	89	15	involving	involve	VERB
agb-410	89	16	farmers	farmer	NOUN
agb-410	89	17	who	who	PRON
agb-410	89	18	exhibited	exhibit	VERB
agb-410	89	19	a	a	DET
agb-410	89	20	strong	strong	ADJ
agb-410	89	21	dedication	dedication	NOUN
agb-410	89	22	to	to	ADP
agb-410	89	23	agriculture	agriculture	NOUN
agb-410	89	24	,	,	PUNCT
agb-410	89	25	particularly	particularly	ADV
agb-410	89	26	in	in	ADP
agb-410	89	27	organic	organic	ADJ
agb-410	89	28	farming	farming	NOUN
agb-410	89	29	and	and	CCONJ
agb-410	89	30	the	the	DET
agb-410	89	31	processing	processing	NOUN
agb-410	89	32	of	of	ADP
agb-410	89	33	agricultural	agricultural	ADJ
agb-410	89	34	products	product	NOUN
agb-410	89	35	through	through	ADP
agb-410	89	36	the	the	DET
agb-410	89	37	application	application	NOUN
agb-410	89	38	of	of	ADP
agb-410	89	39	local	local	ADJ
agb-410	89	40	wisdom	wisdom	NOUN
agb-410	89	41	.	.	PUNCT
agb-410	90	1	these	these	DET
agb-410	90	2	individuals	individual	NOUN
agb-410	90	3	were	be	AUX
agb-410	90	4	also	also	ADV
agb-410	90	5	recipients	recipient	NOUN
agb-410	90	6	of	of	ADP
agb-410	90	7	ongoing	ongoing	ADJ
agb-410	90	8	knowledge	knowledge	NOUN
agb-410	90	9	support	support	NOUN
agb-410	90	10	from	from	ADP
agb-410	90	11	both	both	CCONJ
agb-410	90	12	local	local	ADJ
agb-410	90	13	and	and	CCONJ
agb-410	90	14	external	external	ADJ
agb-410	90	15	organisations	organisation	NOUN
agb-410	90	16	.	.	PUNCT
agb-410	91	1	a	a	DET
agb-410	91	2	purposive	purposive	ADJ
agb-410	91	3	sampling	sampling	NOUN
agb-410	91	4	strategy	strategy	NOUN
agb-410	91	5	was	be	AUX
agb-410	91	6	employed	employ	VERB
agb-410	91	7	,	,	PUNCT
agb-410	91	8	resulting	result	VERB
agb-410	91	9	in	in	ADP
agb-410	91	10	a	a	DET
agb-410	91	11	sample	sample	NOUN
agb-410	91	12	of	of	ADP
agb-410	91	13	30	30	NUM
agb-410	91	14	participants	participant	NOUN
agb-410	91	15	.	.	PUNCT
agb-410	92	1	research	research	NOUN
agb-410	92	2	instruments	instrument	NOUN
agb-410	92	3	in	in	ADP
agb-410	92	4	the	the	DET
agb-410	92	5	quantitative	quantitative	ADJ
agb-410	92	6	phase	phase	NOUN
agb-410	92	7	of	of	ADP
agb-410	92	8	the	the	DET
agb-410	92	9	study	study	NOUN
agb-410	92	10	,	,	PUNCT
agb-410	92	11	data	datum	NOUN
agb-410	92	12	were	be	AUX
agb-410	92	13	collected	collect	VERB
agb-410	92	14	using	use	VERB
agb-410	92	15	a	a	DET
agb-410	92	16	structured	structured	ADJ
agb-410	92	17	questionnaire	questionnaire	NOUN
agb-410	92	18	consisting	consist	VERB
agb-410	92	19	of	of	ADP
agb-410	92	20	four	four	NUM
agb-410	92	21	sections	section	NOUN
agb-410	92	22	:	:	PUNCT
agb-410	92	23	(	(	PUNCT
agb-410	92	24	1	1	X
agb-410	92	25	)	)	PUNCT
agb-410	92	26	demographic	demographic	ADJ
agb-410	92	27	characteristics	characteristic	NOUN
agb-410	92	28	;	;	PUNCT
agb-410	92	29	(	(	PUNCT
agb-410	92	30	2	2	X
agb-410	92	31	)	)	PUNCT
agb-410	92	32	socioeconomic	socioeconomic	ADJ
agb-410	92	33	status	status	NOUN
agb-410	92	34	and	and	CCONJ
agb-410	92	35	land	land	NOUN
agb-410	92	36	ownership	ownership	NOUN
agb-410	92	37	;	;	PUNCT
agb-410	92	38	(	(	PUNCT
agb-410	92	39	3	3	X
agb-410	92	40	)	)	PUNCT
agb-410	92	41	farming	farming	NOUN
agb-410	92	42	practices	practice	NOUN
agb-410	92	43	;	;	PUNCT
agb-410	92	44	and	and	CCONJ
agb-410	92	45	(	(	PUNCT
agb-410	92	46	4	4	X
agb-410	92	47	)	)	PUNCT
agb-410	92	48	aspects	aspect	NOUN
agb-410	92	49	of	of	ADP
agb-410	92	50	creative	creative	ADJ
agb-410	92	51	agriculture	agriculture	NOUN
agb-410	92	52	.	.	PUNCT
agb-410	93	1	the	the	DET
agb-410	93	2	questionnaire	questionnaire	NOUN
agb-410	93	3	included	include	VERB
agb-410	93	4	both	both	DET
agb-410	93	5	openand	openand	ADV
agb-410	93	6	closed	closed	ADJ
agb-410	93	7	-	-	PUNCT
agb-410	93	8	ended	end	VERB
agb-410	93	9	items	item	NOUN
agb-410	93	10	.	.	PUNCT
agb-410	94	1	to	to	PART
agb-410	94	2	ensure	ensure	VERB
agb-410	94	3	reliability	reliability	NOUN
agb-410	94	4	,	,	PUNCT
agb-410	94	5	the	the	DET
agb-410	94	6	instrument	instrument	NOUN
agb-410	94	7	was	be	AUX
agb-410	94	8	reviewed	review	VERB
agb-410	94	9	by	by	ADP
agb-410	94	10	subject	subject	NOUN
agb-410	94	11	matter	matter	NOUN
agb-410	94	12	experts	expert	NOUN
agb-410	94	13	and	and	CCONJ
agb-410	94	14	subsequently	subsequently	ADV
agb-410	94	15	piloted	pilot	VERB
agb-410	94	16	with	with	ADP
agb-410	94	17	a	a	DET
agb-410	94	18	group	group	NOUN
agb-410	94	19	of	of	ADP
agb-410	94	20	30	30	NUM
agb-410	94	21	farmers	farmer	NOUN
agb-410	94	22	possessing	possess	VERB
agb-410	94	23	similar	similar	ADJ
agb-410	94	24	attributes	attribute	NOUN
agb-410	94	25	to	to	ADP
agb-410	94	26	the	the	DET
agb-410	94	27	primary	primary	ADJ
agb-410	94	28	sample	sample	NOUN
agb-410	94	29	.	.	PUNCT
agb-410	95	1	the	the	DET
agb-410	95	2	responses	response	NOUN
agb-410	95	3	from	from	ADP
agb-410	95	4	the	the	DET
agb-410	95	5	pilot	pilot	NOUN
agb-410	95	6	study	study	NOUN
agb-410	95	7	were	be	AUX
agb-410	95	8	employed	employ	VERB
agb-410	95	9	to	to	PART
agb-410	95	10	compute	compute	VERB
agb-410	95	11	the	the	DET
agb-410	95	12	reliability	reliability	NOUN
agb-410	95	13	coefficient	coefficient	NOUN
agb-410	95	14	using	use	VERB
agb-410	95	15	cronbach	cronbach	PROPN
agb-410	95	16	’s	’s	PART
agb-410	95	17	alpha	alpha	NOUN
agb-410	95	18	,	,	PUNCT
agb-410	95	19	which	which	PRON
agb-410	95	20	yielded	yield	VERB
agb-410	95	21	a	a	DET
agb-410	95	22	value	value	NOUN
agb-410	95	23	of	of	ADP
agb-410	95	24	0.93	0.93	NUM
agb-410	95	25	,	,	PUNCT
agb-410	95	26	indicating	indicate	VERB
agb-410	95	27	a	a	DET
agb-410	95	28	high	high	ADJ
agb-410	95	29	level	level	NOUN
agb-410	95	30	of	of	ADP
agb-410	95	31	internal	internal	ADJ
agb-410	95	32	consistency	consistency	NOUN
agb-410	95	33	(	(	PUNCT
agb-410	95	34	cronbach	cronbach	PROPN
agb-410	95	35	&	&	CCONJ
agb-410	95	36	shavelson	shavelson	PROPN
agb-410	95	37	,	,	PUNCT
agb-410	95	38	2004	2004	NUM
agb-410	95	39	)	)	PUNCT
agb-410	95	40	.	.	PUNCT
agb-410	96	1	for	for	ADP
agb-410	96	2	the	the	DET
agb-410	96	3	qualitative	qualitative	ADJ
agb-410	96	4	component	component	NOUN
agb-410	96	5	,	,	PUNCT
agb-410	96	6	data	datum	NOUN
agb-410	96	7	were	be	AUX
agb-410	96	8	gathered	gather	VERB
agb-410	96	9	through	through	ADP
agb-410	96	10	indepth	indepth	ADJ
agb-410	96	11	interviews	interview	NOUN
agb-410	96	12	guided	guide	VERB
agb-410	96	13	by	by	ADP
agb-410	96	14	a	a	DET
agb-410	96	15	series	series	NOUN
agb-410	96	16	of	of	ADP
agb-410	96	17	open	open	ADV
agb-410	96	18	-	-	PUNCT
agb-410	96	19	ended	end	VERB
agb-410	96	20	questions	question	NOUN
agb-410	96	21	.	.	PUNCT
agb-410	97	1	these	these	DET
agb-410	97	2	interviews	interview	NOUN
agb-410	97	3	were	be	AUX
agb-410	97	4	conducted	conduct	VERB
agb-410	97	5	with	with	ADP
agb-410	97	6	the	the	DET
agb-410	97	7	selected	select	VERB
agb-410	97	8	target	target	NOUN
agb-410	97	9	group	group	NOUN
agb-410	97	10	and	and	CCONJ
agb-410	97	11	aimed	aim	VERB
agb-410	97	12	to	to	PART
agb-410	97	13	contribute	contribute	VERB
agb-410	97	14	to	to	ADP
agb-410	97	15	the	the	DET
agb-410	97	16	formulation	formulation	NOUN
agb-410	97	17	of	of	ADP
agb-410	97	18	a	a	DET
agb-410	97	19	creative	creative	ADJ
agb-410	97	20	agriculture	agriculture	NOUN
agb-410	97	21	model	model	NOUN
agb-410	97	22	tailored	tailor	VERB
agb-410	97	23	to	to	ADP
agb-410	97	24	farmers	farmer	NOUN
agb-410	97	25	in	in	ADP
agb-410	97	26	chiang	chiang	PROPN
agb-410	97	27	mai	mai	PROPN
agb-410	97	28	city	city	PROPN
agb-410	97	29	.	.	PUNCT
agb-410	98	1	research	research	NOUN
agb-410	98	2	ethics	ethic	NOUN
agb-410	98	3	this	this	DET
agb-410	98	4	study	study	NOUN
agb-410	98	5	was	be	AUX
agb-410	98	6	carried	carry	VERB
agb-410	98	7	out	out	ADP
agb-410	98	8	in	in	ADP
agb-410	98	9	accordance	accordance	NOUN
agb-410	98	10	with	with	ADP
agb-410	98	11	the	the	DET
agb-410	98	12	principles	principle	NOUN
agb-410	98	13	of	of	ADP
agb-410	98	14	respect	respect	NOUN
agb-410	98	15	for	for	ADP
agb-410	98	16	human	human	ADJ
agb-410	98	17	dignity	dignity	NOUN
agb-410	98	18	and	and	CCONJ
agb-410	98	19	received	receive	VERB
agb-410	98	20	ethical	ethical	ADJ
agb-410	98	21	approval	approval	NOUN
agb-410	98	22	from	from	ADP
agb-410	98	23	the	the	DET
agb-410	98	24	maejo	maejo	PROPN
agb-410	98	25	university	university	PROPN
agb-410	98	26	human	human	PROPN
agb-410	98	27	ethics	ethics	PROPN
agb-410	98	28	committee	committee	PROPN
agb-410	98	29	(	(	PUNCT
agb-410	98	30	approval	approval	PROPN
agb-410	98	31	code	code	PROPN
agb-410	98	32	:	:	PUNCT
agb-410	98	33	mjuirb	mjuirb	NOUN
agb-410	99	1	no	no	INTJ
agb-410	99	2	.	.	PUNCT
agb-410	99	3	hs	hs	PROPN
agb-410	99	4	099/66	099/66	PROPN
agb-410	99	5	)	)	PUNCT
agb-410	99	6	.	.	PUNCT
agb-410	100	1	data	datum	NOUN
agb-410	100	2	analysis	analysis	NOUN
agb-410	100	3	in	in	ADP
agb-410	100	4	the	the	DET
agb-410	100	5	quantitative	quantitative	ADJ
agb-410	100	6	component	component	NOUN
agb-410	100	7	of	of	ADP
agb-410	100	8	this	this	DET
agb-410	100	9	study	study	NOUN
agb-410	100	10	,	,	PUNCT
agb-410	100	11	data	datum	NOUN
agb-410	100	12	analysis	analysis	NOUN
agb-410	100	13	commenced	commence	VERB
agb-410	100	14	with	with	ADP
agb-410	100	15	the	the	DET
agb-410	100	16	coding	coding	NOUN
agb-410	100	17	of	of	ADP
agb-410	100	18	validated	validate	VERB
agb-410	100	19	questionnaire	questionnaire	NOUN
agb-410	100	20	responses	response	NOUN
agb-410	100	21	,	,	PUNCT
agb-410	100	22	followed	follow	VERB
agb-410	100	23	by	by	ADP
agb-410	100	24	processing	process	VERB
agb-410	100	25	using	use	VERB
agb-410	100	26	software	software	NOUN
agb-410	100	27	tailored	tailor	VERB
agb-410	100	28	for	for	ADP
agb-410	100	29	the	the	DET
agb-410	100	30	analysis	analysis	NOUN
agb-410	100	31	of	of	ADP
agb-410	100	32	social	social	ADJ
agb-410	100	33	science	science	NOUN
agb-410	100	34	research	research	NOUN
agb-410	100	35	data	datum	NOUN
agb-410	100	36	.	.	PUNCT
agb-410	101	1	descriptive	descriptive	ADJ
agb-410	101	2	and	and	CCONJ
agb-410	101	3	inferential	inferential	ADJ
agb-410	101	4	statistical	statistical	ADJ
agb-410	101	5	methods	method	NOUN
agb-410	101	6	were	be	AUX
agb-410	101	7	applied	apply	VERB
agb-410	101	8	,	,	PUNCT
agb-410	101	9	including	include	VERB
agb-410	101	10	frequency	frequency	NOUN
agb-410	101	11	distribution	distribution	NOUN
agb-410	101	12	,	,	PUNCT
agb-410	101	13	percentage	percentage	NOUN
agb-410	101	14	,	,	PUNCT
agb-410	101	15	mean	mean	ADJ
agb-410	101	16	,	,	PUNCT
agb-410	101	17	standard	standard	ADJ
agb-410	101	18	deviation	deviation	NOUN
agb-410	101	19	,	,	PUNCT
agb-410	101	20	and	and	CCONJ
agb-410	101	21	cross	cross	NOUN
agb-410	101	22	-	-	NOUN
agb-410	101	23	tabulation	tabulation	NOUN
agb-410	101	24	to	to	PART
agb-410	101	25	examine	examine	VERB
agb-410	101	26	variable	variable	ADJ
agb-410	101	27	relationships	relationship	NOUN
agb-410	101	28	,	,	PUNCT
agb-410	101	29	with	with	ADP
agb-410	101	30	chi	chi	ADJ
agb-410	101	31	-	-	PUNCT
agb-410	101	32	square	square	ADJ
agb-410	101	33	tests	test	NOUN
agb-410	101	34	employed	employ	VERB
agb-410	101	35	to	to	PART
agb-410	101	36	determine	determine	VERB
agb-410	101	37	statistical	statistical	ADJ
agb-410	101	38	significance	significance	NOUN
agb-410	101	39	.	.	PUNCT
agb-410	102	1	the	the	DET
agb-410	102	2	results	result	NOUN
agb-410	102	3	were	be	AUX
agb-410	102	4	presented	present	VERB
agb-410	102	5	in	in	ADP
agb-410	102	6	tabular	tabular	PROPN
agb-410	102	7	format	format	NOUN
agb-410	102	8	.	.	PUNCT
agb-410	103	1	for	for	ADP
agb-410	103	2	the	the	DET
agb-410	103	3	qualitative	qualitative	ADJ
agb-410	103	4	component	component	NOUN
agb-410	103	5	,	,	PUNCT
agb-410	103	6	content	content	NOUN
agb-410	103	7	analysis	analysis	NOUN
agb-410	103	8	was	be	AUX
agb-410	103	9	employed	employ	VERB
agb-410	103	10	.	.	PUNCT
agb-410	104	1	audio	audio	ADJ
agb-410	104	2	-	-	PUNCT
agb-410	104	3	recorded	record	VERB
agb-410	104	4	interviews	interview	NOUN
agb-410	104	5	were	be	AUX
agb-410	104	6	transcribed	transcribe	VERB
agb-410	104	7	verbatim	verbatim	ADJ
agb-410	104	8	and	and	CCONJ
agb-410	104	9	segmented	segment	VERB
agb-410	104	10	by	by	ADP
agb-410	104	11	individual	individual	ADJ
agb-410	104	12	participants	participant	NOUN
agb-410	104	13	.	.	PUNCT
agb-410	105	1	the	the	DET
agb-410	105	2	transcripts	transcript	NOUN
agb-410	105	3	were	be	AUX
agb-410	105	4	verified	verify	VERB
agb-410	105	5	for	for	ADP
agb-410	105	6	accuracy	accuracy	NOUN
agb-410	105	7	,	,	PUNCT
agb-410	105	8	then	then	ADV
agb-410	105	9	coded	code	VERB
agb-410	105	10	and	and	CCONJ
agb-410	105	11	thematically	thematically	ADV
agb-410	105	12	organised	organise	VERB
agb-410	105	13	.	.	PUNCT
agb-410	106	1	this	this	DET
agb-410	106	2	process	process	NOUN
agb-410	106	3	incorporated	incorporate	VERB
agb-410	106	4	data	datum	NOUN
agb-410	106	5	from	from	ADP
agb-410	106	6	literature	literature	NOUN
agb-410	106	7	reviews	review	NOUN
agb-410	106	8	,	,	PUNCT
agb-410	106	9	empirical	empirical	ADJ
agb-410	106	10	studies	study	NOUN
agb-410	106	11	,	,	PUNCT
agb-410	106	12	and	and	CCONJ
agb-410	106	13	relevant	relevant	ADJ
agb-410	106	14	theoretical	theoretical	ADJ
agb-410	106	15	frameworks	framework	NOUN
agb-410	106	16	to	to	PART
agb-410	106	17	ensure	ensure	VERB
agb-410	106	18	alignment	alignment	NOUN
agb-410	106	19	with	with	ADP
agb-410	106	20	the	the	DET
agb-410	106	21	research	research	NOUN
agb-410	106	22	objectives	objective	NOUN
agb-410	106	23	.	.	PUNCT
agb-410	107	1	results	result	VERB
agb-410	107	2	the	the	DET
agb-410	107	3	results	result	NOUN
agb-410	107	4	of	of	ADP
agb-410	107	5	the	the	DET
agb-410	107	6	study	study	NOUN
agb-410	107	7	are	be	AUX
agb-410	107	8	presented	present	VERB
agb-410	107	9	across	across	ADP
agb-410	107	10	three	three	NUM
agb-410	107	11	key	key	ADJ
agb-410	107	12	dimensions	dimension	NOUN
agb-410	107	13	:	:	PUNCT
agb-410	107	14	(	(	PUNCT
agb-410	107	15	1	1	X
agb-410	107	16	)	)	PUNCT
agb-410	107	17	demographic	demographic	ADJ
agb-410	107	18	attributes	attribute	NOUN
agb-410	107	19	,	,	PUNCT
agb-410	107	20	socio	socio	NOUN
agb-410	107	21	-	-	PUNCT
agb-410	107	22	economic	economic	ADJ
agb-410	107	23	attributes	attribute	NOUN
agb-410	107	24	,	,	PUNCT
agb-410	107	25	landholdings	landholding	NOUN
agb-410	107	26	,	,	PUNCT
agb-410	107	27	and	and	CCONJ
agb-410	107	28	agricultural	agricultural	ADJ
agb-410	107	29	practices	practice	NOUN
agb-410	107	30	of	of	ADP
agb-410	107	31	farmers	farmer	NOUN
agb-410	107	32	;	;	PUNCT
agb-410	107	33	(	(	PUNCT
agb-410	107	34	2	2	X
agb-410	107	35	)	)	PUNCT
agb-410	107	36	factors	factor	NOUN
agb-410	107	37	associated	associate	VERB
agb-410	107	38	with	with	ADP
agb-410	107	39	creative	creative	ADJ
agb-410	107	40	agriculture	agriculture	NOUN
agb-410	107	41	among	among	ADP
agb-410	107	42	farmers	farmer	NOUN
agb-410	107	43	in	in	ADP
agb-410	107	44	chiang	chiang	PROPN
agb-410	107	45	mai	mai	PROPN
agb-410	107	46	city	city	PROPN
agb-410	107	47	;	;	PUNCT
agb-410	107	48	and	and	CCONJ
agb-410	107	49	(	(	PUNCT
agb-410	107	50	3	3	X
agb-410	107	51	)	)	PUNCT
agb-410	107	52	the	the	DET
agb-410	107	53	proposed	propose	VERB
agb-410	107	54	model	model	NOUN
agb-410	107	55	of	of	ADP
agb-410	107	56	creative	creative	ADJ
agb-410	107	57	agriculture	agriculture	NOUN
agb-410	107	58	for	for	ADP
agb-410	107	59	farmers	farmer	NOUN
agb-410	107	60	in	in	ADP
agb-410	107	61	chiang	chiang	PROPN
agb-410	107	62	mai	mai	PROPN
agb-410	107	63	city	city	PROPN
agb-410	107	64	.	.	PUNCT
agb-410	108	1	the	the	DET
agb-410	108	2	findings	finding	NOUN
agb-410	108	3	are	be	AUX
agb-410	108	4	outlined	outline	VERB
agb-410	108	5	as	as	SCONJ
agb-410	108	6	follows	follow	VERB
agb-410	108	7	:	:	PUNCT
agb-410	108	8	agbioforum	agbioforum	NOUN
agb-410	108	9	,	,	PUNCT
agb-410	108	10	26(3	26(3	NUM
agb-410	108	11	)	)	PUNCT
agb-410	108	12	,	,	PUNCT
agb-410	108	13	2024	2024	NUM
agb-410	108	14	|	|	ADV
agb-410	108	15	131	131	NUM
agb-410	108	16	thongsrikate	thongsrikate	NOUN
agb-410	108	17	et	et	PROPN
agb-410	108	18	al	al	PROPN
agb-410	108	19	—	—	PUNCT
agb-410	108	20	the	the	DET
agb-410	108	21	model	model	NOUN
agb-410	108	22	of	of	ADP
agb-410	108	23	creative	creative	ADJ
agb-410	108	24	agriculture	agriculture	NOUN
agb-410	108	25	among	among	ADP
agb-410	108	26	farmers	farmer	NOUN
agb-410	108	27	in	in	ADP
agb-410	108	28	chiang	chiang	PROPN
agb-410	108	29	mai	mai	PROPN
agb-410	108	30	city	city	PROPN
agb-410	108	31	demographic	demographic	ADJ
agb-410	108	32	attributes	attribute	NOUN
agb-410	108	33	,	,	PUNCT
agb-410	108	34	socio	socio	NOUN
agb-410	108	35	-	-	PUNCT
agb-410	108	36	economic	economic	ADJ
agb-410	108	37	attributes	attribute	NOUN
agb-410	108	38	,	,	PUNCT
agb-410	108	39	farmers	farmer	NOUN
agb-410	108	40	’	'	PUNCT
agb-410	108	41	holdings	holding	NOUN
agb-410	108	42	and	and	CCONJ
agb-410	108	43	agricultural	agricultural	ADJ
agb-410	108	44	practice	practice	NOUN
agb-410	108	45	of	of	ADP
agb-410	108	46	the	the	DET
agb-410	108	47	farmers	farmer	NOUN
agb-410	108	48	table	table	VERB
agb-410	108	49	1	1	NUM
agb-410	108	50	:	:	PUNCT
agb-410	108	51	percentage	percentage	NOUN
agb-410	108	52	of	of	ADP
agb-410	108	53	the	the	DET
agb-410	108	54	demographic	demographic	ADJ
agb-410	108	55	attributes	attribute	NOUN
agb-410	108	56	,	,	PUNCT
agb-410	108	57	socio	socio	NOUN
agb-410	108	58	-	-	PUNCT
agb-410	108	59	economic	economic	ADJ
agb-410	108	60	attributes	attribute	NOUN
agb-410	108	61	,	,	PUNCT
agb-410	108	62	farmers	farmer	NOUN
agb-410	108	63	’	'	PUNCT
agb-410	108	64	holdings	holding	NOUN
agb-410	108	65	and	and	CCONJ
agb-410	108	66	agricultural	agricultural	ADJ
agb-410	108	67	practice	practice	NOUN
agb-410	108	68	of	of	ADP
agb-410	108	69	the	the	DET
agb-410	108	70	sample	sample	NOUN
agb-410	108	71	group	group	NOUN
agb-410	108	72	.	.	PUNCT
agb-410	109	1	profile	profile	NOUN
agb-410	109	2	of	of	ADP
agb-410	109	3	the	the	DET
agb-410	109	4	samples	sample	NOUN
agb-410	109	5	cont.(n=400	cont.(n=400	NOUN
agb-410	109	6	)	)	PUNCT
agb-410	109	7	percent	percent	NOUN
agb-410	109	8	gender	gender	NOUN
agb-410	109	9	male	male	NOUN
agb-410	109	10	220	220	NUM
agb-410	109	11	55.0	55.0	NUM
agb-410	109	12	females	female	NOUN
agb-410	109	13	180	180	NUM
agb-410	109	14	45.0	45.0	NUM
agb-410	109	15	total	total	NOUN
agb-410	109	16	400	400	NUM
agb-410	109	17	100.0	100.0	NUM
agb-410	109	18	age	age	NOUN
agb-410	109	19	18	18	NUM
agb-410	109	20	-	-	SYM
agb-410	109	21	39	39	NUM
agb-410	109	22	years	year	NOUN
agb-410	109	23	48	48	NUM
agb-410	109	24	12.0	12.0	NUM
agb-410	109	25	40	40	NUM
agb-410	109	26	-	-	SYM
agb-410	109	27	49	49	NUM
agb-410	109	28	years	year	NOUN
agb-410	109	29	123	123	NUM
agb-410	109	30	30.8	30.8	NUM
agb-410	109	31	50	50	NUM
agb-410	109	32	-	-	SYM
agb-410	109	33	59	59	NUM
agb-410	109	34	years	year	NOUN
agb-410	109	35	192	192	NUM
agb-410	109	36	48.0	48.0	NUM
agb-410	109	37	over	over	ADP
agb-410	109	38	60	60	NUM
agb-410	109	39	years	year	NOUN
agb-410	109	40	37	37	NUM
agb-410	109	41	9.2	9.2	NUM
agb-410	109	42	total	total	NOUN
agb-410	109	43	400	400	NUM
agb-410	109	44	100.0	100.0	NUM
agb-410	109	45	min=18	min=18	NOUN
agb-410	109	46	,	,	PUNCT
agb-410	109	47	mean=44	mean=44	NOUN
agb-410	109	48	,	,	PUNCT
agb-410	109	49	max=80	max=80	ADJ
agb-410	109	50	status	status	NOUN
agb-410	109	51	single	single	ADJ
agb-410	109	52	40	40	NUM
agb-410	109	53	10.5	10.5	NUM
agb-410	109	54	married	marry	VERB
agb-410	109	55	322	322	NUM
agb-410	109	56	80.5	80.5	NUM
agb-410	109	57	widowed	widow	VERB
agb-410	109	58	/	/	SYM
agb-410	109	59	divorced/	divorced/	PROPN
agb-410	109	60	separated	separate	VERB
agb-410	109	61	38	38	NUM
agb-410	109	62	9.0	9.0	NUM
agb-410	109	63	total	total	NOUN
agb-410	109	64	400	400	NUM
agb-410	109	65	100.0	100.0	NUM
agb-410	109	66	education	education	NOUN
agb-410	109	67	lower	low	ADJ
agb-410	109	68	than	than	ADP
agb-410	109	69	elementary	elementary	ADJ
agb-410	109	70	school	school	NOUN
agb-410	109	71	17	17	NUM
agb-410	109	72	4.3	4.3	NUM
agb-410	109	73	elementary	elementary	ADJ
agb-410	109	74	school	school	NOUN
agb-410	109	75	169	169	NUM
agb-410	109	76	49.0	49.0	NUM
agb-410	109	77	secondary	secondary	ADJ
agb-410	109	78	school	school	NOUN
agb-410	109	79	/	/	SYM
agb-410	109	80	vocational	vocational	ADJ
agb-410	109	81	or	or	CCONJ
agb-410	109	82	higher	high	ADJ
agb-410	109	83	vocational	vocational	ADJ
agb-410	109	84	certificate	certificate	NOUN
agb-410	109	85	125	125	NUM
agb-410	109	86	31.3	31.3	NUM
agb-410	109	87	bachelor	bachelor	NOUN
agb-410	109	88	’s	’s	PART
agb-410	109	89	degree	degree	NOUN
agb-410	109	90	and	and	CCONJ
agb-410	109	91	higher	high	ADJ
agb-410	109	92	62	62	NUM
agb-410	109	93	15.4	15.4	NUM
agb-410	109	94	total	total	NOUN
agb-410	109	95	400	400	NUM
agb-410	109	96	100.0	100.0	NUM
agb-410	109	97	a	a	DET
agb-410	109	98	number	number	NOUN
agb-410	109	99	of	of	ADP
agb-410	109	100	household	household	NOUN
agb-410	109	101	members	member	NOUN
agb-410	109	102	less	less	ADJ
agb-410	109	103	than	than	ADP
agb-410	109	104	4	4	NUM
agb-410	109	105	people	people	NOUN
agb-410	109	106	187	187	NUM
agb-410	109	107	46.8	46.8	NUM
agb-410	109	108	5	5	NUM
agb-410	109	109	-	-	SYM
agb-410	109	110	8	8	NUM
agb-410	109	111	people	people	NOUN
agb-410	109	112	205	205	NUM
agb-410	109	113	51.2	51.2	NUM
agb-410	109	114	more	more	ADJ
agb-410	109	115	than	than	ADP
agb-410	109	116	6	6	NUM
agb-410	109	117	people	people	NOUN
agb-410	109	118	8	8	NUM
agb-410	109	119	2.0	2.0	NUM
agb-410	109	120	total	total	NOUN
agb-410	109	121	400	400	NUM
agb-410	109	122	100.0	100.0	NUM
agb-410	109	123	min=1	min=1	NOUN
agb-410	109	124	,	,	PUNCT
agb-410	109	125	mean=4	mean=4	PROPN
agb-410	109	126	,	,	PUNCT
agb-410	109	127	max=12	max=12	PROPN
agb-410	109	128	farmers	farmer	NOUN
agb-410	109	129	’	'	PUNCT
agb-410	109	130	holding	hold	VERB
agb-410	109	131	less	less	ADJ
agb-410	109	132	than	than	ADP
agb-410	109	133	4	4	NUM
agb-410	109	134	rai	rai	NOUN
agb-410	109	135	102	102	NUM
agb-410	109	136	25.5	25.5	NUM
agb-410	109	137	4	4	NUM
agb-410	109	138	-	-	SYM
agb-410	109	139	12	12	NUM
agb-410	109	140	rai	rai	NOUN
agb-410	109	141	179	179	NUM
agb-410	109	142	44.8	44.8	NUM
agb-410	109	143	over	over	ADP
agb-410	109	144	12	12	NUM
agb-410	109	145	rai	rai	NOUN
agb-410	110	1	119	119	NUM
agb-410	110	2	29.7	29.7	NUM
agb-410	110	3	total	total	NOUN
agb-410	110	4	400	400	NUM
agb-410	110	5	100.0	100.0	NUM
agb-410	110	6	min=0.2	min=0.2	PROPN
agb-410	110	7	ngan	ngan	PROPN
agb-410	110	8	,	,	PUNCT
agb-410	110	9	mean=8	mean=8	PROPN
agb-410	110	10	,	,	PUNCT
agb-410	110	11	max=	max=	PROPN
agb-410	110	12	45	45	NUM
agb-410	110	13	rai	rai	NOUN
agb-410	110	14	a	a	DET
agb-410	110	15	number	number	NOUN
agb-410	110	16	of	of	ADP
agb-410	110	17	household	household	NOUN
agb-410	110	18	workforce	workforce	NOUN
agb-410	110	19	1	1	NUM
agb-410	110	20	-	-	SYM
agb-410	110	21	4	4	NUM
agb-410	110	22	people	people	NOUN
agb-410	110	23	322	322	NUM
agb-410	110	24	80.5	80.5	NUM
agb-410	110	25	over	over	ADP
agb-410	110	26	4	4	NUM
agb-410	110	27	people	people	NOUN
agb-410	110	28	78	78	NUM
agb-410	110	29	19.5	19.5	NUM
agb-410	110	30	total	total	NOUN
agb-410	110	31	400	400	NUM
agb-410	110	32	100.0	100.0	NUM
agb-410	110	33	min=1	min=1	NOUN
agb-410	110	34	,	,	PUNCT
agb-410	110	35	mean=3.2	mean=3.2	ADJ
agb-410	110	36	,	,	PUNCT
agb-410	110	37	max=20	max=20	PROPN
agb-410	110	38	an	an	DET
agb-410	110	39	annual	annual	ADJ
agb-410	110	40	income	income	NOUN
agb-410	110	41	(	(	PUNCT
agb-410	110	42	year	year	NOUN
agb-410	110	43	)	)	PUNCT
agb-410	110	44	less	less	ADJ
agb-410	110	45	than	than	ADP
agb-410	110	46	500,000	500,000	NUM
agb-410	110	47	baht	baht	NOUN
agb-410	110	48	314	314	NUM
agb-410	110	49	78.5	78.5	NUM
agb-410	110	50	over	over	ADP
agb-410	110	51	500,000	500,000	NUM
agb-410	110	52	baht	baht	NOUN
agb-410	110	53	86	86	NUM
agb-410	110	54	21.5	21.5	NUM
agb-410	110	55	total	total	NOUN
agb-410	110	56	400	400	NUM
agb-410	110	57	100.0	100.0	NUM
agb-410	110	58	min=5,000	min=5,000	PROPN
agb-410	110	59	,	,	PUNCT
agb-410	110	60	mean=748,620	mean=748,620	PROPN
agb-410	110	61	,	,	PUNCT
agb-410	110	62	max=5,000,000	max=5,000,000	PROPN
agb-410	110	63	farming	farming	NOUN
agb-410	110	64	experience	experience	NOUN
agb-410	110	65	less	less	ADJ
agb-410	110	66	5	5	NUM
agb-410	110	67	years	year	NOUN
agb-410	110	68	125	125	NUM
agb-410	110	69	31.3	31.3	NUM
agb-410	110	70	5	5	NUM
agb-410	110	71	-	-	SYM
agb-410	110	72	10	10	NUM
agb-410	110	73	years	year	NOUN
agb-410	110	74	116	116	NUM
agb-410	110	75	29.0	29.0	NUM
agb-410	110	76	10	10	NUM
agb-410	110	77	-	-	SYM
agb-410	110	78	20	20	NUM
agb-410	110	79	years	year	NOUN
agb-410	110	80	109	109	NUM
agb-410	110	81	27.3	27.3	NUM
agb-410	110	82	over	over	ADP
agb-410	110	83	20	20	NUM
agb-410	110	84	years	year	NOUN
agb-410	110	85	50	50	NUM
agb-410	110	86	12.4	12.4	NUM
agb-410	110	87	total	total	NOUN
agb-410	110	88	400	400	NUM
agb-410	110	89	100.0	100.0	NUM
agb-410	110	90	min=1	min=1	NOUN
agb-410	110	91	,	,	PUNCT
agb-410	110	92	mean=11	mean=11	ADJ
agb-410	110	93	,	,	PUNCT
agb-410	110	94	max=40	max=40	ADJ
agb-410	110	95	agricultural	agricultural	ADJ
agb-410	110	96	group	group	NOUN
agb-410	110	97	/	/	SYM
agb-410	110	98	organization	organization	NOUN
agb-410	110	99	membership	membership	NOUN
agb-410	110	100	membership	membership	NOUN
agb-410	110	101	of	of	ADP
agb-410	110	102	agricultural	agricultural	ADJ
agb-410	110	103	group	group	NOUN
agb-410	110	104	/	/	SYM
agb-410	110	105	organization	organization	NOUN
agb-410	110	106	264	264	NUM
agb-410	110	107	66.0	66.0	NUM
agb-410	110	108	no	no	DET
agb-410	110	109	membership	membership	NOUN
agb-410	110	110	of	of	ADP
agb-410	110	111	agricultural	agricultural	ADJ
agb-410	110	112	group	group	NOUN
agb-410	110	113	/	/	SYM
agb-410	110	114	organization	organization	NOUN
agb-410	110	115	136	136	NUM
agb-410	110	116	34.0	34.0	NUM
agb-410	110	117	total	total	NOUN
agb-410	110	118	400	400	NUM
agb-410	110	119	100.0	100.0	NUM
agb-410	110	120	receiving	receive	VERB
agb-410	110	121	promotion	promotion	NOUN
agb-410	110	122	no	no	DET
agb-410	110	123	346	346	NUM
agb-410	110	124	86.5	86.5	NUM
agb-410	110	125	yes	yes	NUM
agb-410	110	126	54	54	NUM
agb-410	110	127	13.5	13.5	NUM
agb-410	110	128	total	total	NOUN
agb-410	110	129	400	400	NUM
agb-410	110	130	100.0	100.0	NUM
agb-410	110	131	debt	debt	NOUN
agb-410	110	132	no	no	DET
agb-410	110	133	debt	debt	NOUN
agb-410	110	134	burden	burden	NOUN
agb-410	110	135	111	111	NUM
agb-410	110	136	27.8	27.8	NUM
agb-410	110	137	having	have	VERB
agb-410	110	138	debt	debt	NOUN
agb-410	110	139	burden	burden	NOUN
agb-410	110	140	289	289	NUM
agb-410	110	141	72.2	72.2	NUM
agb-410	110	142	total	total	NOUN
agb-410	110	143	400	400	NUM
agb-410	110	144	100.0	100.0	NUM
agb-410	110	145	social	social	ADJ
agb-410	110	146	activities	activity	NOUN
agb-410	110	147	no	no	DET
agb-410	110	148	participation	participation	NOUN
agb-410	110	149	29	29	NUM
agb-410	110	150	7.2	7.2	NUM
agb-410	110	151	seldom	seldom	ADV
agb-410	110	152	participation	participation	NOUN
agb-410	110	153	in	in	ADP
agb-410	110	154	social	social	ADJ
agb-410	110	155	activities	activity	NOUN
agb-410	110	156	171	171	NUM
agb-410	110	157	42.8	42.8	NUM
agb-410	110	158	always	always	ADV
agb-410	110	159	participation	participation	NOUN
agb-410	110	160	in	in	ADP
agb-410	110	161	social	social	ADJ
agb-410	110	162	activities	activity	NOUN
agb-410	110	163	200	200	NUM
agb-410	110	164	50.0	50.0	NUM
agb-410	110	165	total	total	NOUN
agb-410	110	166	400	400	NUM
agb-410	110	167	100.0	100.0	NUM
agb-410	110	168	agricultural	agricultural	ADJ
agb-410	110	169	practice	practice	NOUN
agb-410	110	170	of	of	ADP
agb-410	110	171	the	the	DET
agb-410	110	172	farmers	farmer	NOUN
agb-410	110	173	high	high	VERB
agb-410	110	174	165	165	NUM
agb-410	110	175	41.2	41.2	NUM
agb-410	110	176	middle	middle	NOUN
agb-410	110	177	181	181	NUM
agb-410	110	178	45.3	45.3	NUM
agb-410	110	179	low	low	ADJ
agb-410	110	180	54	54	NUM
agb-410	110	181	13.5	13.5	NUM
agb-410	110	182	total	total	NOUN
agb-410	110	183	400	400	NUM
agb-410	110	184	100.0	100.0	NUM
agb-410	110	185	adaptation	adaptation	NOUN
agb-410	110	186	and	and	CCONJ
agb-410	110	187	appropriate	appropriate	ADJ
agb-410	110	188	operational	operational	ADJ
agb-410	110	189	method	method	NOUN
agb-410	110	190	production	production	NOUN
agb-410	110	191	management	management	NOUN
agb-410	110	192	high	high	ADJ
agb-410	110	193	198	198	NUM
agb-410	110	194	49.5	49.5	NUM
agb-410	110	195	middle	middle	NOUN
agb-410	110	196	162	162	NUM
agb-410	110	197	40.5	40.5	NUM
agb-410	110	198	low	low	ADJ
agb-410	110	199	40	40	NUM
agb-410	110	200	10.0	10.0	NUM
agb-410	110	201	total	total	NOUN
agb-410	110	202	400	400	NUM
agb-410	110	203	100.0	100.0	NUM
agb-410	110	204	the	the	DET
agb-410	110	205	study	study	NOUN
agb-410	110	206	revealed	reveal	VERB
agb-410	110	207	that	that	SCONJ
agb-410	110	208	more	more	ADJ
agb-410	110	209	than	than	ADP
agb-410	110	210	half	half	NOUN
agb-410	110	211	of	of	ADP
agb-410	110	212	the	the	DET
agb-410	110	213	respondents	respondent	NOUN
agb-410	110	214	were	be	AUX
agb-410	110	215	male	male	ADJ
agb-410	110	216	(	(	PUNCT
agb-410	110	217	55.0	55.0	NUM
agb-410	110	218	%	%	NOUN
agb-410	110	219	)	)	PUNCT
agb-410	110	220	,	,	PUNCT
agb-410	110	221	with	with	ADP
agb-410	110	222	nearly	nearly	ADV
agb-410	110	223	half	half	NOUN
agb-410	110	224	falling	fall	VERB
agb-410	110	225	within	within	ADP
agb-410	110	226	the	the	DET
agb-410	110	227	age	age	NOUN
agb-410	110	228	range	range	NOUN
agb-410	110	229	of	of	ADP
agb-410	110	230	50	50	NUM
agb-410	110	231	-	-	SYM
agb-410	110	232	59	59	NUM
agb-410	110	233	years	year	NOUN
agb-410	110	234	(	(	PUNCT
agb-410	110	235	48.0	48.0	NUM
agb-410	110	236	%	%	NOUN
agb-410	110	237	)	)	PUNCT
agb-410	110	238	,	,	PUNCT
agb-410	110	239	followed	follow	VERB
agb-410	110	240	by	by	ADP
agb-410	110	241	those	those	DET
agb-410	110	242	aged	aged	ADJ
agb-410	110	243	4049	4049	NUM
agb-410	110	244	years	year	NOUN
agb-410	110	245	(	(	PUNCT
agb-410	110	246	30.8	30.8	NUM
agb-410	110	247	%	%	NOUN
agb-410	110	248	)	)	PUNCT
agb-410	110	249	.	.	PUNCT
agb-410	111	1	the	the	DET
agb-410	111	2	average	average	ADJ
agb-410	111	3	age	age	NOUN
agb-410	111	4	of	of	ADP
agb-410	111	5	the	the	DET
agb-410	111	6	participants	participant	NOUN
agb-410	111	7	was	be	AUX
agb-410	111	8	44	44	NUM
agb-410	111	9	years	year	NOUN
agb-410	111	10	.	.	PUNCT
agb-410	112	1	most	most	ADJ
agb-410	112	2	of	of	ADP
agb-410	112	3	the	the	DET
agb-410	112	4	respondents	respondent	NOUN
agb-410	112	5	(	(	PUNCT
agb-410	112	6	80.5	80.5	NUM
agb-410	112	7	%	%	NOUN
agb-410	112	8	)	)	PUNCT
agb-410	112	9	were	be	AUX
agb-410	112	10	married	marry	VERB
agb-410	112	11	,	,	PUNCT
agb-410	112	12	and	and	CCONJ
agb-410	112	13	49.0	49.0	NUM
agb-410	112	14	%	%	NOUN
agb-410	112	15	had	have	AUX
agb-410	112	16	completed	complete	VERB
agb-410	112	17	only	only	ADJ
agb-410	112	18	elementary	elementary	ADJ
agb-410	112	19	education	education	NOUN
agb-410	112	20	.	.	PUNCT
agb-410	113	1	approximately	approximately	ADV
agb-410	113	2	half	half	NOUN
agb-410	113	3	of	of	ADP
agb-410	113	4	the	the	DET
agb-410	113	5	households	household	NOUN
agb-410	113	6	had	have	VERB
agb-410	113	7	between	between	ADP
agb-410	113	8	5	5	NUM
agb-410	113	9	and	and	CCONJ
agb-410	113	10	8	8	NUM
agb-410	113	11	members	member	NOUN
agb-410	113	12	(	(	PUNCT
agb-410	113	13	51.2	51.2	NUM
agb-410	113	14	%	%	NOUN
agb-410	113	15	)	)	PUNCT
agb-410	113	16	.	.	PUNCT
agb-410	114	1	in	in	ADP
agb-410	114	2	terms	term	NOUN
agb-410	114	3	of	of	ADP
agb-410	114	4	agricultural	agricultural	ADJ
agb-410	114	5	activities	activity	NOUN
agb-410	114	6	,	,	PUNCT
agb-410	114	7	respondents	respondent	NOUN
agb-410	114	8	were	be	AUX
agb-410	114	9	involved	involve	VERB
agb-410	114	10	in	in	ADP
agb-410	114	11	a	a	DET
agb-410	114	12	variety	variety	NOUN
agb-410	114	13	of	of	ADP
agb-410	114	14	practices	practice	NOUN
agb-410	114	15	such	such	ADJ
agb-410	114	16	as	as	ADP
agb-410	114	17	rice	rice	NOUN
agb-410	114	18	cultivation	cultivation	NOUN
agb-410	114	19	,	,	PUNCT
agb-410	114	20	orchard	orchard	NOUN
agb-410	114	21	management	management	NOUN
agb-410	114	22	,	,	PUNCT
agb-410	114	23	vegetable	vegetable	NOUN
agb-410	114	24	farming	farming	NOUN
agb-410	114	25	,	,	PUNCT
agb-410	114	26	ornamental	ornamental	ADJ
agb-410	114	27	plant	plant	NOUN
agb-410	114	28	cultivation	cultivation	NOUN
agb-410	114	29	,	,	PUNCT
agb-410	114	30	and	and	CCONJ
agb-410	114	31	animal	animal	NOUN
agb-410	114	32	husbandry	husbandry	NOUN
agb-410	114	33	.	.	PUNCT
agb-410	115	1	about	about	ADV
agb-410	115	2	44.8	44.8	NUM
agb-410	115	3	%	%	NOUN
agb-410	115	4	of	of	ADP
agb-410	115	5	the	the	DET
agb-410	115	6	participants	participant	NOUN
agb-410	115	7	owned	own	VERB
agb-410	115	8	agbioforum	agbioforum	NOUN
agb-410	115	9	,	,	PUNCT
agb-410	115	10	26(3	26(3	NUM
agb-410	115	11	)	)	PUNCT
agb-410	115	12	,	,	PUNCT
agb-410	115	13	2024	2024	NUM
agb-410	115	14	|	|	ADV
agb-410	115	15	132	132	NUM
agb-410	115	16	thongsrikate	thongsrikate	NOUN
agb-410	115	17	et	et	PROPN
agb-410	115	18	al	al	PROPN
agb-410	115	19	—	—	PUNCT
agb-410	115	20	the	the	DET
agb-410	115	21	model	model	NOUN
agb-410	115	22	of	of	ADP
agb-410	115	23	creative	creative	ADJ
agb-410	115	24	agriculture	agriculture	NOUN
agb-410	115	25	among	among	ADP
agb-410	115	26	farmers	farmer	NOUN
agb-410	115	27	in	in	ADP
agb-410	115	28	chiang	chiang	PROPN
agb-410	115	29	mai	mai	PROPN
agb-410	115	30	city	city	PROPN
agb-410	115	31	between	between	ADP
agb-410	115	32	4	4	NUM
agb-410	115	33	and	and	CCONJ
agb-410	115	34	12	12	NUM
agb-410	115	35	rai	rai	NOUN
agb-410	115	36	of	of	ADP
agb-410	115	37	farmland	farmland	NOUN
agb-410	115	38	,	,	PUNCT
agb-410	115	39	while	while	SCONJ
agb-410	115	40	29.7	29.7	NUM
agb-410	115	41	%	%	NOUN
agb-410	115	42	held	hold	VERB
agb-410	115	43	12	12	NUM
agb-410	115	44	rai	rai	NOUN
agb-410	115	45	or	or	CCONJ
agb-410	115	46	more	more	ADJ
agb-410	115	47	,	,	PUNCT
agb-410	115	48	with	with	ADP
agb-410	115	49	the	the	DET
agb-410	115	50	size	size	NOUN
agb-410	115	51	of	of	ADP
agb-410	115	52	the	the	DET
agb-410	115	53	farmland	farmland	NOUN
agb-410	115	54	ranging	range	VERB
agb-410	115	55	from	from	ADP
agb-410	115	56	2	2	NUM
agb-410	115	57	ngan	ngan	PROPN
agb-410	115	58	to	to	ADP
agb-410	115	59	45	45	NUM
agb-410	115	60	rai	rai	NOUN
agb-410	115	61	.	.	PUNCT
agb-410	116	1	most	most	ADJ
agb-410	116	2	respondents	respondent	NOUN
agb-410	116	3	(	(	PUNCT
agb-410	116	4	80.5	80.5	NUM
agb-410	116	5	%	%	NOUN
agb-410	116	6	)	)	PUNCT
agb-410	116	7	had	have	VERB
agb-410	116	8	between	between	ADP
agb-410	116	9	1	1	NUM
agb-410	116	10	and	and	CCONJ
agb-410	116	11	4	4	NUM
agb-410	116	12	household	household	NOUN
agb-410	116	13	workers	worker	NOUN
agb-410	116	14	.	.	PUNCT
agb-410	117	1	the	the	DET
agb-410	117	2	majority	majority	NOUN
agb-410	117	3	(	(	PUNCT
agb-410	117	4	78.5	78.5	NUM
agb-410	117	5	%	%	NOUN
agb-410	117	6	)	)	PUNCT
agb-410	117	7	reported	report	VERB
agb-410	117	8	earning	earn	VERB
agb-410	117	9	an	an	DET
agb-410	117	10	annual	annual	ADJ
agb-410	117	11	income	income	NOUN
agb-410	117	12	of	of	ADP
agb-410	117	13	500,000	500,000	NUM
agb-410	117	14	baht	baht	NOUN
agb-410	117	15	from	from	ADP
agb-410	117	16	their	their	PRON
agb-410	117	17	agricultural	agricultural	ADJ
agb-410	117	18	activities	activity	NOUN
agb-410	117	19	.	.	PUNCT
agb-410	118	1	regarding	regard	VERB
agb-410	118	2	farming	farming	NOUN
agb-410	118	3	experience	experience	NOUN
agb-410	118	4	,	,	PUNCT
agb-410	118	5	respondents	respondent	NOUN
agb-410	118	6	had	have	VERB
agb-410	118	7	an	an	DET
agb-410	118	8	average	average	NOUN
agb-410	118	9	of	of	ADP
agb-410	118	10	11	11	NUM
agb-410	118	11	years	year	NOUN
agb-410	118	12	of	of	ADP
agb-410	118	13	experience	experience	NOUN
agb-410	118	14	in	in	ADP
agb-410	118	15	agriculture	agriculture	NOUN
agb-410	118	16	.	.	PUNCT
agb-410	119	1	however	however	ADV
agb-410	119	2	,	,	PUNCT
agb-410	119	3	31.3	31.3	NUM
agb-410	119	4	%	%	NOUN
agb-410	119	5	of	of	ADP
agb-410	119	6	them	they	PRON
agb-410	119	7	had	have	VERB
agb-410	119	8	less	less	ADJ
agb-410	119	9	than	than	ADP
agb-410	119	10	5	5	NUM
agb-410	119	11	years	year	NOUN
agb-410	119	12	of	of	ADP
agb-410	119	13	experience	experience	NOUN
agb-410	119	14	,	,	PUNCT
agb-410	119	15	while	while	SCONJ
agb-410	119	16	29.0	29.0	NUM
agb-410	119	17	%	%	NOUN
agb-410	119	18	had	have	VERB
agb-410	119	19	between	between	ADP
agb-410	119	20	5	5	NUM
agb-410	119	21	and	and	CCONJ
agb-410	119	22	10	10	NUM
agb-410	119	23	years	year	NOUN
agb-410	119	24	of	of	ADP
agb-410	119	25	experience	experience	NOUN
agb-410	119	26	.	.	PUNCT
agb-410	120	1	a	a	DET
agb-410	120	2	large	large	ADJ
agb-410	120	3	proportion	proportion	NOUN
agb-410	120	4	of	of	ADP
agb-410	120	5	respondents	respondent	NOUN
agb-410	120	6	(	(	PUNCT
agb-410	120	7	66.0	66.0	NUM
agb-410	120	8	%	%	NOUN
agb-410	120	9	)	)	PUNCT
agb-410	120	10	were	be	AUX
agb-410	120	11	members	member	NOUN
agb-410	120	12	of	of	ADP
agb-410	120	13	agricultural	agricultural	ADJ
agb-410	120	14	groups	group	NOUN
agb-410	120	15	or	or	CCONJ
agb-410	120	16	organisations	organisation	NOUN
agb-410	120	17	.	.	PUNCT
agb-410	121	1	despite	despite	SCONJ
agb-410	121	2	this	this	PRON
agb-410	121	3	,	,	PUNCT
agb-410	121	4	86.5	86.5	NUM
agb-410	121	5	%	%	NOUN
agb-410	121	6	of	of	ADP
agb-410	121	7	the	the	DET
agb-410	121	8	participants	participant	NOUN
agb-410	121	9	stated	state	VERB
agb-410	121	10	that	that	SCONJ
agb-410	121	11	they	they	PRON
agb-410	121	12	had	have	AUX
agb-410	121	13	not	not	PART
agb-410	121	14	received	receive	VERB
agb-410	121	15	any	any	DET
agb-410	121	16	agricultural	agricultural	ADJ
agb-410	121	17	knowledge	knowledge	NOUN
agb-410	121	18	support	support	NOUN
agb-410	121	19	or	or	CCONJ
agb-410	121	20	promotion	promotion	NOUN
agb-410	121	21	.	.	PUNCT
agb-410	122	1	in	in	ADP
agb-410	122	2	terms	term	NOUN
agb-410	122	3	of	of	ADP
agb-410	122	4	financial	financial	ADJ
agb-410	122	5	status	status	NOUN
agb-410	122	6	,	,	PUNCT
agb-410	122	7	respondents	respondent	NOUN
agb-410	122	8	indicated	indicate	VERB
agb-410	122	9	that	that	SCONJ
agb-410	122	10	they	they	PRON
agb-410	122	11	obtained	obtain	VERB
agb-410	122	12	capital	capital	NOUN
agb-410	122	13	from	from	ADP
agb-410	122	14	various	various	ADJ
agb-410	122	15	sources	source	NOUN
agb-410	122	16	,	,	PUNCT
agb-410	122	17	including	include	VERB
agb-410	122	18	personal	personal	ADJ
agb-410	122	19	savings	saving	NOUN
agb-410	122	20	,	,	PUNCT
agb-410	122	21	funds	fund	NOUN
agb-410	122	22	,	,	PUNCT
agb-410	122	23	agricultural	agricultural	ADJ
agb-410	122	24	savings	saving	NOUN
agb-410	122	25	groups	group	NOUN
agb-410	122	26	,	,	PUNCT
agb-410	122	27	the	the	DET
agb-410	122	28	bank	bank	NOUN
agb-410	122	29	for	for	ADP
agb-410	122	30	agriculture	agriculture	NOUN
agb-410	122	31	and	and	CCONJ
agb-410	122	32	agricultural	agricultural	ADJ
agb-410	122	33	cooperatives	cooperative	NOUN
agb-410	122	34	(	(	PUNCT
agb-410	122	35	baac	baac	NOUN
agb-410	122	36	)	)	PUNCT
agb-410	122	37	,	,	PUNCT
agb-410	122	38	general	general	ADJ
agb-410	122	39	banks	bank	NOUN
agb-410	122	40	,	,	PUNCT
agb-410	122	41	and	and	CCONJ
agb-410	122	42	agricultural	agricultural	ADJ
agb-410	122	43	credit	credit	NOUN
agb-410	122	44	.	.	PUNCT
agb-410	123	1	over	over	ADP
agb-410	123	2	half	half	NOUN
agb-410	123	3	of	of	ADP
agb-410	123	4	the	the	DET
agb-410	123	5	respondents	respondent	NOUN
agb-410	123	6	(	(	PUNCT
agb-410	123	7	72.2	72.2	NUM
agb-410	123	8	%	%	NOUN
agb-410	123	9	)	)	PUNCT
agb-410	123	10	reported	report	VERB
agb-410	123	11	having	have	VERB
agb-410	123	12	a	a	DET
agb-410	123	13	debt	debt	NOUN
agb-410	123	14	burden	burden	NOUN
agb-410	123	15	.	.	PUNCT
agb-410	124	1	furthermore	furthermore	ADV
agb-410	124	2	,	,	PUNCT
agb-410	124	3	half	half	NOUN
agb-410	124	4	of	of	ADP
agb-410	124	5	the	the	DET
agb-410	124	6	respondents	respondent	NOUN
agb-410	124	7	(	(	PUNCT
agb-410	124	8	50.0	50.0	NUM
agb-410	124	9	%	%	NOUN
agb-410	124	10	)	)	PUNCT
agb-410	124	11	frequently	frequently	ADV
agb-410	124	12	engaged	engage	VERB
agb-410	124	13	in	in	ADP
agb-410	124	14	social	social	ADJ
agb-410	124	15	activities	activity	NOUN
agb-410	124	16	.	.	PUNCT
agb-410	125	1	with	with	ADP
agb-410	125	2	regard	regard	NOUN
agb-410	125	3	to	to	ADP
agb-410	125	4	agricultural	agricultural	ADJ
agb-410	125	5	practices	practice	NOUN
agb-410	125	6	,	,	PUNCT
agb-410	125	7	the	the	DET
agb-410	125	8	majority	majority	NOUN
agb-410	125	9	of	of	ADP
agb-410	125	10	respondents	respondent	NOUN
agb-410	125	11	demonstrated	demonstrate	VERB
agb-410	125	12	a	a	DET
agb-410	125	13	moderate	moderate	ADJ
agb-410	125	14	level	level	NOUN
agb-410	125	15	of	of	ADP
agb-410	125	16	agricultural	agricultural	ADJ
agb-410	125	17	activity	activity	NOUN
agb-410	125	18	(	(	PUNCT
agb-410	125	19	45.3	45.3	NUM
agb-410	125	20	%	%	NOUN
agb-410	125	21	)	)	PUNCT
agb-410	125	22	,	,	PUNCT
agb-410	125	23	followed	follow	VERB
agb-410	125	24	by	by	ADP
agb-410	125	25	those	those	PRON
agb-410	125	26	exhibiting	exhibit	VERB
agb-410	125	27	a	a	DET
agb-410	125	28	high	high	ADJ
agb-410	125	29	level	level	NOUN
agb-410	125	30	(	(	PUNCT
agb-410	125	31	41.2	41.2	NUM
agb-410	125	32	%	%	NOUN
agb-410	125	33	)	)	PUNCT
agb-410	125	34	and	and	CCONJ
agb-410	125	35	a	a	DET
agb-410	125	36	low	low	ADJ
agb-410	125	37	level	level	NOUN
agb-410	125	38	(	(	PUNCT
agb-410	125	39	13.5	13.5	NUM
agb-410	125	40	%	%	NOUN
agb-410	125	41	)	)	PUNCT
agb-410	125	42	.	.	PUNCT
agb-410	126	1	when	when	SCONJ
agb-410	126	2	it	it	PRON
agb-410	126	3	came	come	VERB
agb-410	126	4	to	to	ADP
agb-410	126	5	adopting	adopt	VERB
agb-410	126	6	appropriate	appropriate	ADJ
agb-410	126	7	operational	operational	ADJ
agb-410	126	8	methods	method	NOUN
agb-410	126	9	for	for	ADP
agb-410	126	10	production	production	NOUN
agb-410	126	11	management	management	NOUN
agb-410	126	12	,	,	PUNCT
agb-410	126	13	half	half	NOUN
agb-410	126	14	of	of	ADP
agb-410	126	15	the	the	DET
agb-410	126	16	respondents	respondent	NOUN
agb-410	126	17	(	(	PUNCT
agb-410	126	18	49.5	49.5	NUM
agb-410	126	19	%	%	NOUN
agb-410	126	20	)	)	PUNCT
agb-410	126	21	performed	perform	VERB
agb-410	126	22	at	at	ADP
agb-410	126	23	a	a	DET
agb-410	126	24	high	high	ADJ
agb-410	126	25	level	level	NOUN
agb-410	126	26	,	,	PUNCT
agb-410	126	27	while	while	SCONJ
agb-410	126	28	40.5	40.5	NUM
agb-410	126	29	%	%	NOUN
agb-410	126	30	were	be	AUX
agb-410	126	31	at	at	ADP
agb-410	126	32	a	a	DET
agb-410	126	33	moderate	moderate	ADJ
agb-410	126	34	level	level	NOUN
agb-410	126	35	,	,	PUNCT
agb-410	126	36	and	and	CCONJ
agb-410	126	37	10.0	10.0	NUM
agb-410	126	38	%	%	NOUN
agb-410	126	39	were	be	AUX
agb-410	126	40	at	at	ADP
agb-410	126	41	a	a	DET
agb-410	126	42	low	low	ADJ
agb-410	126	43	level	level	NOUN
agb-410	126	44	.	.	PUNCT
agb-410	127	1	the	the	DET
agb-410	127	2	findings	finding	NOUN
agb-410	127	3	are	be	AUX
agb-410	127	4	further	far	ADV
agb-410	127	5	elaborated	elaborate	VERB
agb-410	127	6	in	in	ADP
agb-410	127	7	table	table	NOUN
agb-410	127	8	1	1	NUM
agb-410	127	9	.	.	PUNCT
agb-410	128	1	factors	factor	NOUN
agb-410	128	2	related	relate	VERB
agb-410	128	3	to	to	ADP
agb-410	128	4	creative	creative	ADJ
agb-410	128	5	agriculture	agriculture	NOUN
agb-410	128	6	among	among	ADP
agb-410	128	7	farmers	farmer	NOUN
agb-410	128	8	in	in	ADP
agb-410	128	9	chiang	chiang	PROPN
agb-410	128	10	mai	mai	PROPN
agb-410	128	11	city	city	PROPN
agb-410	128	12	the	the	DET
agb-410	128	13	study	study	NOUN
agb-410	128	14	found	find	VERB
agb-410	128	15	significant	significant	ADJ
agb-410	128	16	correlations	correlation	NOUN
agb-410	128	17	between	between	ADP
agb-410	128	18	demographic	demographic	ADJ
agb-410	128	19	,	,	PUNCT
agb-410	128	20	economic	economic	ADJ
agb-410	128	21	,	,	PUNCT
agb-410	128	22	and	and	CCONJ
agb-410	128	23	social	social	ADJ
agb-410	128	24	factors	factor	NOUN
agb-410	128	25	and	and	CCONJ
agb-410	128	26	the	the	DET
agb-410	128	27	engagement	engagement	NOUN
agb-410	128	28	in	in	ADP
agb-410	128	29	creative	creative	ADJ
agb-410	128	30	agriculture	agriculture	NOUN
agb-410	128	31	among	among	ADP
agb-410	128	32	farmers	farmer	NOUN
agb-410	128	33	in	in	ADP
agb-410	128	34	chiang	chiang	PROPN
agb-410	128	35	mai	mai	PROPN
agb-410	128	36	city	city	PROPN
agb-410	128	37	,	,	PUNCT
agb-410	128	38	at	at	ADP
agb-410	128	39	the	the	DET
agb-410	128	40	0.1	0.1	NUM
agb-410	128	41	and	and	CCONJ
agb-410	128	42	0.5	0.5	NUM
agb-410	128	43	significance	significance	NOUN
agb-410	128	44	levels	level	NOUN
agb-410	128	45	.	.	PUNCT
agb-410	129	1	specifically	specifically	ADV
agb-410	129	2	,	,	PUNCT
agb-410	129	3	age	age	NOUN
agb-410	129	4	,	,	PUNCT
agb-410	129	5	household	household	NOUN
agb-410	129	6	size	size	NOUN
agb-410	129	7	,	,	PUNCT
agb-410	129	8	household	household	NOUN
agb-410	129	9	labour	labour	NOUN
agb-410	129	10	,	,	PUNCT
agb-410	129	11	farmland	farmland	NOUN
agb-410	129	12	size	size	NOUN
agb-410	129	13	,	,	PUNCT
agb-410	129	14	membership	membership	NOUN
agb-410	129	15	in	in	ADP
agb-410	129	16	agricultural	agricultural	ADJ
agb-410	129	17	groups/	groups/	PROPN
agb-410	129	18	organizations	organization	NOUN
agb-410	129	19	,	,	PUNCT
agb-410	129	20	agricultural	agricultural	ADJ
agb-410	129	21	debt	debt	NOUN
agb-410	129	22	,	,	PUNCT
agb-410	129	23	agricultural	agricultural	ADJ
agb-410	129	24	extension	extension	NOUN
agb-410	129	25	services	service	NOUN
agb-410	129	26	,	,	PUNCT
agb-410	129	27	and	and	CCONJ
agb-410	129	28	participation	participation	NOUN
agb-410	129	29	in	in	ADP
agb-410	129	30	social	social	ADJ
agb-410	129	31	activities	activity	NOUN
agb-410	129	32	were	be	AUX
agb-410	129	33	all	all	PRON
agb-410	129	34	associated	associate	VERB
agb-410	129	35	with	with	ADP
agb-410	129	36	the	the	DET
agb-410	129	37	level	level	NOUN
agb-410	129	38	of	of	ADP
agb-410	129	39	creative	creative	ADJ
agb-410	129	40	agriculture	agriculture	NOUN
agb-410	129	41	.	.	PUNCT
agb-410	130	1	younger	young	ADJ
agb-410	130	2	farmers	farmer	NOUN
agb-410	130	3	,	,	PUNCT
agb-410	130	4	aged	age	VERB
agb-410	130	5	18	18	NUM
agb-410	130	6	to	to	PART
agb-410	130	7	39	39	NUM
agb-410	130	8	,	,	PUNCT
agb-410	130	9	demonstrated	demonstrate	VERB
agb-410	130	10	a	a	DET
agb-410	130	11	higher	high	ADJ
agb-410	130	12	involvement	involvement	NOUN
agb-410	130	13	in	in	ADP
agb-410	130	14	creative	creative	ADJ
agb-410	130	15	agriculture	agriculture	NOUN
agb-410	130	16	,	,	PUNCT
agb-410	130	17	with	with	ADP
agb-410	130	18	54.2	54.2	NUM
agb-410	130	19	%	%	NOUN
agb-410	130	20	of	of	ADP
agb-410	130	21	this	this	DET
agb-410	130	22	group	group	NOUN
agb-410	130	23	participating	participate	VERB
agb-410	130	24	in	in	ADP
agb-410	130	25	creative	creative	ADJ
agb-410	130	26	agricultural	agricultural	ADJ
agb-410	130	27	practices	practice	NOUN
agb-410	130	28	,	,	PUNCT
agb-410	130	29	compared	compare	VERB
agb-410	130	30	to	to	ADP
agb-410	130	31	older	old	ADJ
agb-410	130	32	age	age	NOUN
agb-410	130	33	groups	group	NOUN
agb-410	130	34	.	.	PUNCT
agb-410	131	1	households	household	NOUN
agb-410	131	2	with	with	ADP
agb-410	131	3	more	more	ADJ
agb-410	131	4	than	than	ADP
agb-410	131	5	eight	eight	NUM
agb-410	131	6	family	family	NOUN
agb-410	131	7	members	member	NOUN
agb-410	131	8	also	also	ADV
agb-410	131	9	showed	show	VERB
agb-410	131	10	a	a	DET
agb-410	131	11	greater	great	ADJ
agb-410	131	12	proportion	proportion	NOUN
agb-410	131	13	of	of	ADP
agb-410	131	14	creative	creative	ADJ
agb-410	131	15	agriculture	agriculture	NOUN
agb-410	131	16	,	,	PUNCT
agb-410	131	17	at	at	ADP
agb-410	131	18	62.2	62.2	NUM
agb-410	131	19	%	%	NOUN
agb-410	131	20	,	,	PUNCT
agb-410	131	21	which	which	PRON
agb-410	131	22	was	be	AUX
agb-410	131	23	higher	high	ADJ
agb-410	131	24	than	than	ADP
agb-410	131	25	households	household	NOUN
agb-410	131	26	with	with	ADP
agb-410	131	27	fewer	few	ADJ
agb-410	131	28	members	member	NOUN
agb-410	131	29	.	.	PUNCT
agb-410	132	1	table	table	NOUN
agb-410	132	2	2	2	NUM
agb-410	132	3	:	:	PUNCT
agb-410	132	4	percentage	percentage	NOUN
agb-410	132	5	of	of	ADP
agb-410	132	6	creative	creative	ADJ
agb-410	132	7	agriculture	agriculture	NOUN
agb-410	132	8	adoption	adoption	NOUN
agb-410	132	9	among	among	ADP
agb-410	132	10	farmers	farmer	NOUN
agb-410	132	11	in	in	ADP
agb-410	132	12	chiang	chiang	PROPN
agb-410	132	13	mai	mai	PROPN
agb-410	132	14	city	city	PROPN
agb-410	132	15	classified	classify	VERB
agb-410	132	16	by	by	ADP
agb-410	132	17	demographic	demographic	ADJ
agb-410	132	18	attributes	attribute	NOUN
agb-410	132	19	,	,	PUNCT
agb-410	132	20	socio	socio	NOUN
agb-410	132	21	-	-	PUNCT
agb-410	132	22	economic	economic	ADJ
agb-410	132	23	attributes	attribute	NOUN
agb-410	132	24	,	,	PUNCT
agb-410	132	25	farmers	farmer	NOUN
agb-410	132	26	’	'	PUNCT
agb-410	132	27	holdings	holding	NOUN
agb-410	132	28	,	,	PUNCT
agb-410	132	29	and	and	CCONJ
agb-410	132	30	agricultural	agricultural	ADJ
agb-410	132	31	practice	practice	NOUN
agb-410	132	32	.	.	PUNCT
agb-410	133	1	demographic	demographic	ADJ
agb-410	133	2	attributes	attribute	NOUN
agb-410	133	3	,	,	PUNCT
agb-410	133	4	socio	socio	NOUN
agb-410	133	5	-	-	PUNCT
agb-410	133	6	economic	economic	ADJ
agb-410	133	7	attributes	attribute	NOUN
agb-410	133	8	,	,	PUNCT
agb-410	133	9	farmers	farmer	NOUN
agb-410	133	10	’	'	PUNCT
agb-410	133	11	holdings	holding	NOUN
agb-410	133	12	and	and	CCONJ
agb-410	133	13	agricultural	agricultural	ADJ
agb-410	133	14	practice	practice	NOUN
agb-410	133	15	creative	creative	ADJ
agb-410	133	16	agriculture	agriculture	NOUN
agb-410	133	17	of	of	ADP
agb-410	133	18	famer	famer	NOUN
agb-410	133	19	in	in	ADP
agb-410	133	20	chiang	chiang	PROPN
agb-410	133	21	mai	mai	PROPN
agb-410	133	22	city	city	PROPN
agb-410	133	23	χ2	χ2	PROPN
agb-410	133	24	p	p	NOUN
agb-410	133	25	-	-	PUNCT
agb-410	133	26	value	value	NOUN
agb-410	133	27	low	low	ADJ
agb-410	133	28	medium	medium	NOUN
agb-410	133	29	high	high	ADJ
agb-410	133	30	(	(	PUNCT
agb-410	133	31	percent	percent	NOUN
agb-410	133	32	)	)	PUNCT
agb-410	133	33	(	(	PUNCT
agb-410	133	34	percent	percent	NOUN
agb-410	133	35	)	)	PUNCT
agb-410	133	36	(	(	PUNCT
agb-410	133	37	percent	percent	NOUN
agb-410	133	38	)	)	PUNCT
agb-410	133	39	age	age	NOUN
agb-410	133	40	18	18	NUM
agb-410	133	41	-	-	SYM
agb-410	133	42	39	39	NUM
agb-410	133	43	years	year	NOUN
agb-410	133	44	2.1	2.1	NUM
agb-410	133	45	43.8	43.8	NUM
agb-410	133	46	54.2	54.2	NUM
agb-410	133	47	13.826	13.826	NUM
agb-410	133	48	0.032	0.032	NUM
agb-410	133	49	*	*	SYM
agb-410	133	50	4049	4049	NUM
agb-410	133	51	years	year	NOUN
agb-410	133	52	17.9	17.9	NUM
agb-410	133	53	46.3	46.3	NUM
agb-410	133	54	35.8	35.8	NUM
agb-410	133	55	50	50	NUM
agb-410	133	56	-	-	SYM
agb-410	133	57	59	59	NUM
agb-410	133	58	years	year	NOUN
agb-410	133	59	16.7	16.7	NUM
agb-410	133	60	50.5	50.5	NUM
agb-410	133	61	32.8	32.8	NUM
agb-410	133	62	60	60	NUM
agb-410	133	63	years	year	NOUN
agb-410	133	64	and	and	CCONJ
agb-410	133	65	over	over	ADP
agb-410	133	66	21.6	21.6	NUM
agb-410	133	67	35.1	35.1	NUM
agb-410	133	68	43.2	43.2	NUM
agb-410	133	69	members	member	NOUN
agb-410	133	70	living	live	VERB
agb-410	133	71	in	in	ADP
agb-410	133	72	the	the	DET
agb-410	133	73	household	household	NOUN
agb-410	133	74	less	less	ADJ
agb-410	133	75	than	than	ADP
agb-410	133	76	4	4	NUM
agb-410	133	77	people	people	NOUN
agb-410	133	78	11.2	11.2	NUM
agb-410	133	79	47.6	47.6	NUM
agb-410	133	80	41.2	41.2	NUM
agb-410	133	81	10.067	10.067	NUM
agb-410	133	82	0.039	0.039	NUM
agb-410	133	83	*	*	SYM
agb-410	133	84	5	5	NUM
agb-410	133	85	–	–	SYM
agb-410	133	86	8	8	NUM
agb-410	133	87	people	people	NOUN
agb-410	133	88	20.5	20.5	NUM
agb-410	133	89	46.8	46.8	NUM
agb-410	133	90	32.7	32.7	NUM
agb-410	133	91	more	more	ADJ
agb-410	133	92	than	than	ADP
agb-410	133	93	8	8	NUM
agb-410	133	94	people	people	NOUN
agb-410	133	95	0.0	0.0	NUM
agb-410	133	96	37.5	37.5	NUM
agb-410	133	97	62.5	62.5	NUM
agb-410	133	98	number	number	NOUN
agb-410	133	99	of	of	ADP
agb-410	133	100	workers	worker	NOUN
agb-410	133	101	in	in	ADP
agb-410	133	102	the	the	DET
agb-410	133	103	household	household	NOUN
agb-410	133	104	1	1	NUM
agb-410	133	105	-	-	SYM
agb-410	133	106	4	4	NUM
agb-410	133	107	people	people	NOUN
agb-410	133	108	18.6	18.6	NUM
agb-410	133	109	48.4	48.4	NUM
agb-410	133	110	32.9	32.9	NUM
agb-410	133	111	17.768	17.768	NUM
agb-410	133	112	0.010	0.010	NUM
agb-410	133	113	*	*	NOUN
agb-410	133	114	more	more	ADJ
agb-410	133	115	than	than	ADP
agb-410	133	116	4	4	NUM
agb-410	133	117	people	people	NOUN
agb-410	133	118	3.8	3.8	NUM
agb-410	133	119	41.0	41.0	NUM
agb-410	133	120	55.1	55.1	NUM
agb-410	133	121	number	number	NOUN
agb-410	133	122	of	of	ADP
agb-410	133	123	agricultural	agricultural	ADJ
agb-410	133	124	areas	area	NOUN
agb-410	133	125	less	less	ADJ
agb-410	133	126	than	than	ADP
agb-410	133	127	4	4	NUM
agb-410	133	128	rai	rai	NOUN
agb-410	133	129	24.5	24.5	NUM
agb-410	133	130	43.1	43.1	NUM
agb-410	133	131	32.4	32.4	NUM
agb-410	133	132	13.954	13.954	NUM
agb-410	133	133	0.007	0.007	NUM
agb-410	133	134	*	*	SYM
agb-410	133	135	412	412	NUM
agb-410	133	136	rai	rai	NOUN
agb-410	133	137	15.1	15.1	NUM
agb-410	133	138	51.4	51.4	NUM
agb-410	133	139	33.5	33.5	NUM
agb-410	133	140	more	more	ADJ
agb-410	133	141	than	than	ADP
agb-410	133	142	12	12	NUM
agb-410	133	143	rai	rai	NOUN
agb-410	133	144	or	or	CCONJ
agb-410	133	145	more	more	ADJ
agb-410	133	146	9.2	9.2	NUM
agb-410	133	147	43.7	43.7	NUM
agb-410	133	148	47.1	47.1	NUM
agb-410	133	149	membership	membership	NOUN
agb-410	133	150	in	in	ADP
agb-410	133	151	groups	group	NOUN
agb-410	133	152	/	/	SYM
agb-410	133	153	organizations	organization	NOUN
agb-410	133	154	related	relate	VERB
agb-410	133	155	to	to	ADP
agb-410	133	156	agriculture	agriculture	NOUN
agb-410	133	157	no	no	DET
agb-410	133	158	member	member	NOUN
agb-410	133	159	3.7	3.7	NUM
agb-410	133	160	44.1	44.1	NUM
agb-410	133	161	52.2	52.2	NUM
agb-410	133	162	31.809	31.809	NUM
agb-410	133	163	0.001	0.001	NUM
agb-410	133	164	*	*	PUNCT
agb-410	133	165	member	member	NOUN
agb-410	133	166	22.0	22.0	NUM
agb-410	133	167	48.5	48.5	NUM
agb-410	133	168	29.5	29.5	NUM
agb-410	133	169	debt	debt	NOUN
agb-410	133	170	burden	burden	NOUN
agb-410	133	171	arising	arise	VERB
agb-410	133	172	from	from	ADP
agb-410	133	173	farming	farming	NOUN
agb-410	133	174	have	have	VERB
agb-410	133	175	debt	debt	NOUN
agb-410	133	176	19.0	19.0	NUM
agb-410	133	177	49.5	49.5	NUM
agb-410	133	178	31.5	31.5	NUM
agb-410	133	179	17.765	17.765	NUM
agb-410	133	180	0.001	0.001	NUM
agb-410	133	181	*	*	PUNCT
agb-410	133	182	not	not	PART
agb-410	133	183	debt	debt	NOUN
agb-410	133	184	7.2	7.2	NUM
agb-410	133	185	40.5	40.5	NUM
agb-410	133	186	52.3	52.3	NUM
agb-410	133	187	promotion	promotion	NOUN
agb-410	133	188	of	of	ADP
agb-410	133	189	agriculture	agriculture	NOUN
agb-410	133	190	promoted	promote	VERB
agb-410	133	191	9.3	9.3	NUM
agb-410	133	192	42.6	42.6	NUM
agb-410	133	193	48.1	48.1	NUM
agb-410	133	194	3.918	3.918	NUM
agb-410	133	195	0.014	0.014	NUM
agb-410	133	196	*	*	PUNCT
agb-410	133	197	not	not	PART
agb-410	133	198	promoted	promote	VERB
agb-410	133	199	16.8	16.8	NUM
agb-410	133	200	47.7	47.7	NUM
agb-410	133	201	35.5	35.5	NUM
agb-410	133	202	participating	participate	VERB
agb-410	133	203	in	in	ADP
agb-410	133	204	social	social	ADJ
agb-410	133	205	activities	activity	NOUN
agb-410	133	206	not	not	PART
agb-410	133	207	3.4	3.4	NUM
agb-410	133	208	51.7	51.7	NUM
agb-410	133	209	44.8	44.8	NUM
agb-410	133	210	24.382	24.382	NUM
agb-410	133	211	0.001	0.001	NUM
agb-410	133	212	*	*	PUNCT
agb-410	133	213	sometimes	sometimes	ADV
agb-410	133	214	22.8	22.8	NUM
agb-410	133	215	52.0	52.0	NUM
agb-410	133	216	25.1	25.1	NUM
agb-410	133	217	always	always	ADV
agb-410	133	218	11.5	11.5	NUM
agb-410	133	219	42.0	42.0	NUM
agb-410	133	220	46.5	46.5	NUM
agb-410	133	221	desired	desire	VERB
agb-410	133	222	farmer	farmer	NOUN
agb-410	133	223	practices	practice	NOUN
agb-410	133	224	low	low	ADJ
agb-410	133	225	38.9	38.9	NUM
agb-410	133	226	59.3	59.3	NUM
agb-410	133	227	1.9	1.9	NUM
agb-410	133	228	91.577	91.577	NUM
agb-410	133	229	0.001	0.001	NUM
agb-410	133	230	*	*	PUNCT
agb-410	133	231	medium	medium	NOUN
agb-410	133	232	22.1	22.1	NUM
agb-410	133	233	49.7	49.7	NUM
agb-410	133	234	28.2	28.2	NUM
agb-410	133	235	high	high	ADJ
agb-410	133	236	1.2	1.2	NUM
agb-410	133	237	40.0	40.0	NUM
agb-410	133	238	58.8	58.8	NUM
agb-410	133	239	farmers	farmer	NOUN
agb-410	133	240	’	’	PART
agb-410	133	241	operations	operation	NOUN
agb-410	133	242	in	in	ADP
agb-410	133	243	management	management	NOUN
agb-410	133	244	and	and	CCONJ
agb-410	133	245	production	production	NOUN
agb-410	133	246	management	management	NOUN
agb-410	133	247	low	low	NOUN
agb-410	133	248	57.5	57.5	NUM
agb-410	133	249	42.5	42.5	NUM
agb-410	133	250	0.0	0.0	NUM
agb-410	133	251	111.350	111.350	NUM
agb-410	133	252	0.001	0.001	NUM
agb-410	133	253	*	*	PUNCT
agb-410	133	254	medium	medium	NOUN
agb-410	133	255	21.0	21.0	NUM
agb-410	133	256	54.9	54.9	NUM
agb-410	133	257	24.1	24.1	NUM
agb-410	133	258	high	high	ADJ
agb-410	133	259	3.0	3.0	NUM
agb-410	133	260	41.4	41.4	NUM
agb-410	133	261	55.6	55.6	NUM
agb-410	133	262	in	in	ADP
agb-410	133	263	terms	term	NOUN
agb-410	133	264	of	of	ADP
agb-410	133	265	household	household	NOUN
agb-410	133	266	labour	labour	NOUN
agb-410	133	267	,	,	PUNCT
agb-410	133	268	farmers	farmer	NOUN
agb-410	133	269	with	with	ADP
agb-410	133	270	more	more	ADJ
agb-410	133	271	than	than	ADP
agb-410	133	272	four	four	NUM
agb-410	133	273	household	household	NOUN
agb-410	133	274	members	member	NOUN
agb-410	133	275	engaged	engage	VERB
agb-410	133	276	in	in	ADP
agb-410	133	277	agricultural	agricultural	ADJ
agb-410	133	278	labour	labour	NOUN
agb-410	133	279	exhibited	exhibit	VERB
agb-410	133	280	a	a	DET
agb-410	133	281	higher	high	ADJ
agb-410	133	282	level	level	NOUN
agb-410	133	283	of	of	ADP
agb-410	133	284	creative	creative	ADJ
agb-410	133	285	agriculture	agriculture	NOUN
agb-410	133	286	,	,	PUNCT
agb-410	133	287	with	with	ADP
agb-410	133	288	55.1	55.1	NUM
agb-410	133	289	%	%	NOUN
agb-410	133	290	of	of	ADP
agb-410	133	291	these	these	DET
agb-410	133	292	households	household	NOUN
agb-410	133	293	involved	involve	VERB
agb-410	133	294	in	in	ADP
agb-410	133	295	creative	creative	ADJ
agb-410	133	296	agricultural	agricultural	ADJ
agb-410	133	297	practices	practice	NOUN
agb-410	133	298	.	.	PUNCT
agb-410	134	1	similarly	similarly	ADV
agb-410	134	2	,	,	PUNCT
agb-410	134	3	farmers	farmer	NOUN
agb-410	134	4	who	who	PRON
agb-410	134	5	cultivated	cultivate	VERB
agb-410	134	6	more	more	ADJ
agb-410	134	7	than	than	ADP
agb-410	134	8	12	12	NUM
agb-410	134	9	rai	rai	NOUN
agb-410	134	10	of	of	ADP
agb-410	134	11	land	land	NOUN
agb-410	134	12	displayed	display	VERB
agb-410	134	13	a	a	DET
agb-410	134	14	higher	high	ADJ
agb-410	134	15	level	level	NOUN
agb-410	134	16	of	of	ADP
agb-410	134	17	creative	creative	ADJ
agb-410	134	18	agriculture	agriculture	NOUN
agb-410	134	19	,	,	PUNCT
agb-410	134	20	with	with	ADP
agb-410	134	21	47.1	47.1	NUM
agb-410	134	22	%	%	NOUN
agb-410	134	23	engaging	engage	VERB
agb-410	134	24	in	in	ADP
agb-410	134	25	such	such	ADJ
agb-410	134	26	practices	practice	NOUN
agb-410	134	27	,	,	PUNCT
agb-410	134	28	compared	compare	VERB
agb-410	134	29	to	to	ADP
agb-410	134	30	farmers	farmer	NOUN
agb-410	134	31	with	with	ADP
agb-410	134	32	smaller	small	ADJ
agb-410	134	33	plots	plot	NOUN
agb-410	134	34	of	of	ADP
agb-410	134	35	land	land	NOUN
agb-410	134	36	.	.	PUNCT
agb-410	135	1	interestingly	interestingly	ADV
agb-410	135	2	,	,	PUNCT
agb-410	135	3	farmers	farmer	NOUN
agb-410	135	4	who	who	PRON
agb-410	135	5	were	be	AUX
agb-410	135	6	not	not	PART
agb-410	135	7	members	member	NOUN
agb-410	135	8	of	of	ADP
agb-410	135	9	agbioforum	agbioforum	NOUN
agb-410	135	10	,	,	PUNCT
agb-410	135	11	26(3	26(3	NUM
agb-410	135	12	)	)	PUNCT
agb-410	135	13	,	,	PUNCT
agb-410	135	14	2024	2024	NUM
agb-410	135	15	|	|	ADV
agb-410	135	16	133	133	NUM
agb-410	135	17	thongsrikate	thongsrikate	NOUN
agb-410	135	18	et	et	PROPN
agb-410	135	19	al	al	PROPN
agb-410	135	20	—	—	PUNCT
agb-410	135	21	the	the	DET
agb-410	135	22	model	model	NOUN
agb-410	135	23	of	of	ADP
agb-410	135	24	creative	creative	ADJ
agb-410	135	25	agriculture	agriculture	NOUN
agb-410	135	26	among	among	ADP
agb-410	135	27	farmers	farmer	NOUN
agb-410	135	28	in	in	ADP
agb-410	135	29	chiang	chiang	PROPN
agb-410	135	30	mai	mai	PROPN
agb-410	135	31	city	city	PROPN
agb-410	135	32	agricultural	agricultural	ADJ
agb-410	135	33	groups	group	NOUN
agb-410	135	34	or	or	CCONJ
agb-410	135	35	organizations	organization	NOUN
agb-410	135	36	showed	show	VERB
agb-410	135	37	a	a	DET
agb-410	135	38	higher	high	ADJ
agb-410	135	39	proportion	proportion	NOUN
agb-410	135	40	of	of	ADP
agb-410	135	41	high	high	ADJ
agb-410	135	42	-	-	PUNCT
agb-410	135	43	level	level	NOUN
agb-410	135	44	creative	creative	ADJ
agb-410	135	45	agriculture	agriculture	NOUN
agb-410	135	46	,	,	PUNCT
agb-410	135	47	at	at	ADP
agb-410	135	48	52.2	52.2	NUM
agb-410	135	49	%	%	NOUN
agb-410	135	50	,	,	PUNCT
agb-410	135	51	when	when	SCONJ
agb-410	135	52	compared	compare	VERB
agb-410	135	53	to	to	ADP
agb-410	135	54	those	those	PRON
agb-410	135	55	involved	involve	VERB
agb-410	135	56	in	in	ADP
agb-410	135	57	such	such	ADJ
agb-410	135	58	groups	group	NOUN
agb-410	135	59	.	.	PUNCT
agb-410	136	1	additionally	additionally	ADV
agb-410	136	2	,	,	PUNCT
agb-410	136	3	farmers	farmer	NOUN
agb-410	136	4	who	who	PRON
agb-410	136	5	were	be	AUX
agb-410	136	6	free	free	ADJ
agb-410	136	7	from	from	ADP
agb-410	136	8	agricultural	agricultural	ADJ
agb-410	136	9	debt	debt	NOUN
agb-410	136	10	showed	show	VERB
agb-410	136	11	a	a	DET
agb-410	136	12	greater	great	ADJ
agb-410	136	13	proportion	proportion	NOUN
agb-410	136	14	of	of	ADP
agb-410	136	15	high	high	ADJ
agb-410	136	16	-	-	PUNCT
agb-410	136	17	level	level	NOUN
agb-410	136	18	creative	creative	ADJ
agb-410	136	19	agriculture	agriculture	NOUN
agb-410	136	20	,	,	PUNCT
agb-410	136	21	with	with	ADP
agb-410	136	22	52.3	52.3	NUM
agb-410	136	23	%	%	NOUN
agb-410	136	24	of	of	ADP
agb-410	136	25	debt	debt	NOUN
agb-410	136	26	-	-	PUNCT
agb-410	136	27	free	free	ADJ
agb-410	136	28	farmers	farmer	NOUN
agb-410	136	29	involved	involve	VERB
agb-410	136	30	in	in	ADP
agb-410	136	31	creative	creative	ADJ
agb-410	136	32	practices	practice	NOUN
agb-410	136	33	,	,	PUNCT
agb-410	136	34	compared	compare	VERB
agb-410	136	35	to	to	ADP
agb-410	136	36	their	their	PRON
agb-410	136	37	debt	debt	NOUN
agb-410	136	38	-	-	PUNCT
agb-410	136	39	burdened	burden	VERB
agb-410	136	40	counterparts	counterpart	NOUN
agb-410	136	41	.	.	PUNCT
agb-410	137	1	farmers	farmer	NOUN
agb-410	137	2	who	who	PRON
agb-410	137	3	received	receive	VERB
agb-410	137	4	agricultural	agricultural	ADJ
agb-410	137	5	support	support	NOUN
agb-410	137	6	exhibited	exhibit	VERB
agb-410	137	7	a	a	DET
agb-410	137	8	higher	high	ADJ
agb-410	137	9	level	level	NOUN
agb-410	137	10	of	of	ADP
agb-410	137	11	creative	creative	ADJ
agb-410	137	12	agriculture	agriculture	NOUN
agb-410	137	13	,	,	PUNCT
agb-410	137	14	with	with	ADP
agb-410	137	15	48.1	48.1	NUM
agb-410	137	16	%	%	NOUN
agb-410	137	17	of	of	ADP
agb-410	137	18	this	this	DET
agb-410	137	19	group	group	NOUN
agb-410	137	20	participating	participate	VERB
agb-410	137	21	in	in	ADP
agb-410	137	22	creative	creative	ADJ
agb-410	137	23	agricultural	agricultural	ADJ
agb-410	137	24	activities	activity	NOUN
agb-410	137	25	.	.	PUNCT
agb-410	138	1	furthermore	furthermore	ADV
agb-410	138	2	,	,	PUNCT
agb-410	138	3	farmers	farmer	NOUN
agb-410	138	4	who	who	PRON
agb-410	138	5	regularly	regularly	ADV
agb-410	138	6	participated	participate	VERB
agb-410	138	7	in	in	ADP
agb-410	138	8	social	social	ADJ
agb-410	138	9	activities	activity	NOUN
agb-410	138	10	were	be	AUX
agb-410	138	11	more	more	ADV
agb-410	138	12	likely	likely	ADJ
agb-410	138	13	to	to	PART
agb-410	138	14	engage	engage	VERB
agb-410	138	15	in	in	ADP
agb-410	138	16	creative	creative	ADJ
agb-410	138	17	agriculture	agriculture	NOUN
agb-410	138	18	,	,	PUNCT
agb-410	138	19	with	with	ADP
agb-410	138	20	46.5	46.5	NUM
agb-410	138	21	%	%	NOUN
agb-410	138	22	of	of	ADP
agb-410	138	23	these	these	DET
agb-410	138	24	farmers	farmer	NOUN
agb-410	138	25	demonstrating	demonstrate	VERB
agb-410	138	26	high	high	ADJ
agb-410	138	27	levels	level	NOUN
agb-410	138	28	of	of	ADP
agb-410	138	29	creative	creative	ADJ
agb-410	138	30	agricultural	agricultural	ADJ
agb-410	138	31	practices	practice	NOUN
agb-410	138	32	compared	compare	VERB
agb-410	138	33	to	to	ADP
agb-410	138	34	those	those	PRON
agb-410	138	35	who	who	PRON
agb-410	138	36	participated	participate	VERB
agb-410	138	37	less	less	ADV
agb-410	138	38	frequently	frequently	ADV
agb-410	138	39	in	in	ADP
agb-410	138	40	social	social	ADJ
agb-410	138	41	activities	activity	NOUN
agb-410	138	42	.	.	PUNCT
agb-410	139	1	moreover	moreover	ADV
agb-410	139	2	,	,	PUNCT
agb-410	139	3	farmers	farmer	NOUN
agb-410	139	4	who	who	PRON
agb-410	139	5	employed	employ	VERB
agb-410	139	6	desirable	desirable	ADJ
agb-410	139	7	farming	farming	NOUN
agb-410	139	8	practices	practice	NOUN
agb-410	139	9	showed	show	VERB
agb-410	139	10	a	a	DET
agb-410	139	11	higher	high	ADJ
agb-410	139	12	level	level	NOUN
agb-410	139	13	of	of	ADP
agb-410	139	14	creative	creative	ADJ
agb-410	139	15	agriculture	agriculture	NOUN
agb-410	139	16	,	,	PUNCT
agb-410	139	17	with	with	ADP
agb-410	139	18	58.8	58.8	NUM
agb-410	139	19	%	%	NOUN
agb-410	139	20	of	of	ADP
agb-410	139	21	these	these	DET
agb-410	139	22	farmers	farmer	NOUN
agb-410	139	23	engaging	engage	VERB
agb-410	139	24	in	in	ADP
agb-410	139	25	creative	creative	ADJ
agb-410	139	26	agricultural	agricultural	ADJ
agb-410	139	27	activities	activity	NOUN
agb-410	139	28	.	.	PUNCT
agb-410	140	1	similarly	similarly	ADV
agb-410	140	2	,	,	PUNCT
agb-410	140	3	farmers	farmer	NOUN
agb-410	140	4	who	who	PRON
agb-410	140	5	applied	apply	VERB
agb-410	140	6	effective	effective	ADJ
agb-410	140	7	operational	operational	ADJ
agb-410	140	8	practices	practice	NOUN
agb-410	140	9	in	in	ADP
agb-410	140	10	production	production	NOUN
agb-410	140	11	management	management	NOUN
agb-410	140	12	were	be	AUX
agb-410	140	13	also	also	ADV
agb-410	140	14	more	more	ADV
agb-410	140	15	likely	likely	ADJ
agb-410	140	16	to	to	PART
agb-410	140	17	practice	practice	VERB
agb-410	140	18	creative	creative	ADJ
agb-410	140	19	agriculture	agriculture	NOUN
agb-410	140	20	,	,	PUNCT
agb-410	140	21	with	with	ADP
agb-410	140	22	55.6	55.6	NUM
agb-410	140	23	%	%	NOUN
agb-410	140	24	demonstrating	demonstrate	VERB
agb-410	140	25	such	such	ADJ
agb-410	140	26	practices	practice	NOUN
agb-410	140	27	.	.	PUNCT
agb-410	141	1	the	the	DET
agb-410	141	2	results	result	NOUN
agb-410	141	3	revealed	reveal	VERB
agb-410	141	4	that	that	SCONJ
agb-410	141	5	farmers	farmer	NOUN
agb-410	141	6	who	who	PRON
agb-410	141	7	demonstrated	demonstrate	VERB
agb-410	141	8	high	high	ADJ
agb-410	141	9	levels	level	NOUN
agb-410	141	10	of	of	ADP
agb-410	141	11	desirable	desirable	ADJ
agb-410	141	12	farming	farming	NOUN
agb-410	141	13	and	and	CCONJ
agb-410	141	14	operational	operational	ADJ
agb-410	141	15	practices	practice	NOUN
agb-410	141	16	were	be	AUX
agb-410	141	17	significantly	significantly	ADV
agb-410	141	18	correlated	correlate	VERB
agb-410	141	19	with	with	ADP
agb-410	141	20	creative	creative	ADJ
agb-410	141	21	agriculture	agriculture	NOUN
agb-410	141	22	at	at	ADP
agb-410	141	23	a	a	DET
agb-410	141	24	statistical	statistical	ADJ
agb-410	141	25	level	level	NOUN
agb-410	141	26	of	of	ADP
agb-410	141	27	0.1	0.1	NUM
agb-410	141	28	.	.	PUNCT
agb-410	142	1	these	these	DET
agb-410	142	2	findings	finding	NOUN
agb-410	142	3	are	be	AUX
agb-410	142	4	summarised	summarise	VERB
agb-410	142	5	in	in	ADP
agb-410	142	6	table	table	NOUN
agb-410	142	7	2	2	NUM
agb-410	142	8	.	.	PUNCT
agb-410	143	1	the	the	DET
agb-410	143	2	development	development	NOUN
agb-410	143	3	of	of	ADP
agb-410	143	4	creative	creative	ADJ
agb-410	143	5	agriculture	agriculture	NOUN
agb-410	143	6	models	model	NOUN
agb-410	143	7	for	for	ADP
agb-410	143	8	farmers	farmer	NOUN
agb-410	143	9	in	in	ADP
agb-410	143	10	chiang	chiang	PROPN
agb-410	143	11	mai	mai	PROPN
agb-410	143	12	city	city	PROPN
agb-410	143	13	in	in	ADP
agb-410	143	14	the	the	DET
agb-410	143	15	study	study	NOUN
agb-410	143	16	focused	focus	VERB
agb-410	143	17	on	on	ADP
agb-410	143	18	the	the	DET
agb-410	143	19	development	development	NOUN
agb-410	143	20	of	of	ADP
agb-410	143	21	creative	creative	ADJ
agb-410	143	22	agriculture	agriculture	NOUN
agb-410	143	23	models	model	NOUN
agb-410	143	24	for	for	ADP
agb-410	143	25	farmers	farmer	NOUN
agb-410	143	26	in	in	ADP
agb-410	143	27	chiang	chiang	PROPN
agb-410	143	28	mai	mai	PROPN
agb-410	143	29	city	city	PROPN
agb-410	143	30	,	,	PUNCT
agb-410	143	31	the	the	DET
agb-410	143	32	researcher	researcher	NOUN
agb-410	143	33	carried	carry	VERB
agb-410	143	34	out	out	ADP
agb-410	143	35	fieldwork	fieldwork	NOUN
agb-410	143	36	to	to	PART
agb-410	143	37	better	well	ADV
agb-410	143	38	understand	understand	VERB
agb-410	143	39	the	the	DET
agb-410	143	40	challenges	challenge	NOUN
agb-410	143	41	faced	face	VERB
agb-410	143	42	by	by	ADP
agb-410	143	43	local	local	ADJ
agb-410	143	44	farmers	farmer	NOUN
agb-410	143	45	.	.	PUNCT
agb-410	144	1	this	this	DET
agb-410	144	2	fieldwork	fieldwork	NOUN
agb-410	144	3	involved	involve	VERB
agb-410	144	4	engaging	engage	VERB
agb-410	144	5	in	in	ADP
agb-410	144	6	direct	direct	ADJ
agb-410	144	7	conversations	conversation	NOUN
agb-410	144	8	,	,	PUNCT
agb-410	144	9	conducting	conduct	VERB
agb-410	144	10	in	in	ADP
agb-410	144	11	-	-	PUNCT
agb-410	144	12	depth	depth	NOUN
agb-410	144	13	interviews	interview	NOUN
agb-410	144	14	with	with	ADP
agb-410	144	15	targeted	target	VERB
agb-410	144	16	groups	group	NOUN
agb-410	144	17	of	of	ADP
agb-410	144	18	farmers	farmer	NOUN
agb-410	144	19	,	,	PUNCT
agb-410	144	20	and	and	CCONJ
agb-410	144	21	observing	observe	VERB
agb-410	144	22	agricultural	agricultural	ADJ
agb-410	144	23	activities	activity	NOUN
agb-410	144	24	in	in	ADP
agb-410	144	25	the	the	DET
agb-410	144	26	region	region	NOUN
agb-410	144	27	.	.	PUNCT
agb-410	145	1	through	through	ADP
agb-410	145	2	these	these	DET
agb-410	145	3	methods	method	NOUN
agb-410	145	4	,	,	PUNCT
agb-410	145	5	a	a	DET
agb-410	145	6	model	model	NOUN
agb-410	145	7	for	for	ADP
agb-410	145	8	creative	creative	ADJ
agb-410	145	9	agriculture	agriculture	NOUN
agb-410	145	10	tailored	tailor	VERB
agb-410	145	11	to	to	ADP
agb-410	145	12	the	the	DET
agb-410	145	13	farmers	farmer	NOUN
agb-410	145	14	in	in	ADP
agb-410	145	15	chiang	chiang	PROPN
agb-410	145	16	mai	mai	PROPN
agb-410	145	17	city	city	PROPN
agb-410	145	18	was	be	AUX
agb-410	145	19	developed	develop	VERB
agb-410	145	20	.	.	PUNCT
agb-410	146	1	the	the	DET
agb-410	146	2	model	model	NOUN
agb-410	146	3	is	be	AUX
agb-410	146	4	presented	present	VERB
agb-410	146	5	in	in	ADP
agb-410	146	6	figure	figure	NOUN
agb-410	146	7	1	1	NUM
agb-410	146	8	,	,	PUNCT
agb-410	146	9	which	which	PRON
agb-410	146	10	illustrates	illustrate	VERB
agb-410	146	11	the	the	DET
agb-410	146	12	proposed	propose	VERB
agb-410	146	13	approach	approach	NOUN
agb-410	146	14	for	for	ADP
agb-410	146	15	fostering	foster	VERB
agb-410	146	16	creative	creative	ADJ
agb-410	146	17	agricultural	agricultural	ADJ
agb-410	146	18	practices	practice	NOUN
agb-410	146	19	among	among	ADP
agb-410	146	20	the	the	DET
agb-410	146	21	region	region	NOUN
agb-410	146	22	's	's	PART
agb-410	146	23	farmers	farmer	NOUN
agb-410	146	24	.	.	PUNCT
agb-410	147	1	figure	figure	VERB
agb-410	147	2	1	1	NUM
agb-410	147	3	:	:	PUNCT
agb-410	147	4	the	the	DET
agb-410	147	5	model	model	NOUN
agb-410	147	6	of	of	ADP
agb-410	147	7	creative	creative	ADJ
agb-410	147	8	agriculture	agriculture	NOUN
agb-410	147	9	of	of	ADP
agb-410	147	10	famer	famer	NOUN
agb-410	147	11	in	in	ADP
agb-410	147	12	chiang	chiang	PROPN
agb-410	147	13	mai	mai	PROPN
agb-410	147	14	city	city	PROPN
agb-410	147	15	.	.	PUNCT
agb-410	148	1	conscious	conscious	ADJ
agb-410	148	2	agriculture	agriculture	NOUN
agb-410	148	3	practices	practice	VERB
agb-410	148	4	conscious	conscious	ADJ
agb-410	148	5	agricultural	agricultural	ADJ
agb-410	148	6	practices	practice	NOUN
agb-410	148	7	are	be	AUX
agb-410	148	8	designed	design	VERB
agb-410	148	9	to	to	PART
agb-410	148	10	equip	equip	VERB
agb-410	148	11	farmers	farmer	NOUN
agb-410	148	12	with	with	ADP
agb-410	148	13	essential	essential	ADJ
agb-410	148	14	agricultural	agricultural	ADJ
agb-410	148	15	knowledge	knowledge	NOUN
agb-410	148	16	to	to	PART
agb-410	148	17	enhance	enhance	VERB
agb-410	148	18	their	their	PRON
agb-410	148	19	resilience	resilience	NOUN
agb-410	148	20	and	and	CCONJ
agb-410	148	21	foster	foster	ADJ
agb-410	148	22	sustainable	sustainable	ADJ
agb-410	148	23	farming	farming	NOUN
agb-410	148	24	.	.	PUNCT
agb-410	149	1	by	by	ADP
agb-410	149	2	encouraging	encourage	VERB
agb-410	149	3	the	the	DET
agb-410	149	4	acquisition	acquisition	NOUN
agb-410	149	5	of	of	ADP
agb-410	149	6	information	information	NOUN
agb-410	149	7	and	and	CCONJ
agb-410	149	8	promoting	promote	VERB
agb-410	149	9	the	the	DET
agb-410	149	10	exchange	exchange	NOUN
agb-410	149	11	of	of	ADP
agb-410	149	12	knowledge	knowledge	NOUN
agb-410	149	13	and	and	CCONJ
agb-410	149	14	skills	skill	NOUN
agb-410	149	15	among	among	ADP
agb-410	149	16	farmers	farmer	NOUN
agb-410	149	17	,	,	PUNCT
agb-410	149	18	these	these	DET
agb-410	149	19	practices	practice	NOUN
agb-410	149	20	aim	aim	VERB
agb-410	149	21	to	to	PART
agb-410	149	22	create	create	VERB
agb-410	149	23	a	a	DET
agb-410	149	24	platform	platform	NOUN
agb-410	149	25	that	that	PRON
agb-410	149	26	supports	support	VERB
agb-410	149	27	the	the	DET
agb-410	149	28	sharing	sharing	NOUN
agb-410	149	29	of	of	ADP
agb-410	149	30	expertise	expertise	NOUN
agb-410	149	31	and	and	CCONJ
agb-410	149	32	the	the	DET
agb-410	149	33	improvement	improvement	NOUN
agb-410	149	34	of	of	ADP
agb-410	149	35	agricultural	agricultural	ADJ
agb-410	149	36	capabilities	capability	NOUN
agb-410	149	37	.	.	PUNCT
agb-410	150	1	this	this	DET
agb-410	150	2	approach	approach	NOUN
agb-410	150	3	is	be	AUX
agb-410	150	4	particularly	particularly	ADV
agb-410	150	5	crucial	crucial	ADJ
agb-410	150	6	in	in	ADP
agb-410	150	7	addressing	address	VERB
agb-410	150	8	challenges	challenge	NOUN
agb-410	150	9	posed	pose	VERB
agb-410	150	10	by	by	ADP
agb-410	150	11	climate	climate	NOUN
agb-410	150	12	change	change	NOUN
agb-410	150	13	.	.	PUNCT
agb-410	151	1	farmers	farmer	NOUN
agb-410	151	2	are	be	AUX
agb-410	151	3	provided	provide	VERB
agb-410	151	4	with	with	ADP
agb-410	151	5	opportunities	opportunity	NOUN
agb-410	151	6	to	to	PART
agb-410	151	7	engage	engage	VERB
agb-410	151	8	with	with	ADP
agb-410	151	9	experts	expert	NOUN
agb-410	151	10	who	who	PRON
agb-410	151	11	possess	possess	VERB
agb-410	151	12	specialized	specialized	ADJ
agb-410	151	13	agricultural	agricultural	ADJ
agb-410	151	14	knowledge	knowledge	NOUN
agb-410	151	15	and	and	CCONJ
agb-410	151	16	skills	skill	NOUN
agb-410	151	17	,	,	PUNCT
agb-410	151	18	facilitating	facilitate	VERB
agb-410	151	19	valuable	valuable	ADJ
agb-410	151	20	learning	learning	NOUN
agb-410	151	21	experiences	experience	NOUN
agb-410	151	22	.	.	PUNCT
agb-410	152	1	additionally	additionally	ADV
agb-410	152	2	,	,	PUNCT
agb-410	152	3	farmers	farmer	NOUN
agb-410	152	4	are	be	AUX
agb-410	152	5	encouraged	encourage	VERB
agb-410	152	6	to	to	PART
agb-410	152	7	participate	participate	VERB
agb-410	152	8	in	in	ADP
agb-410	152	9	on	on	ADP
agb-410	152	10	-	-	PUNCT
agb-410	152	11	site	site	NOUN
agb-410	152	12	inspections	inspection	NOUN
agb-410	152	13	of	of	ADP
agb-410	152	14	farmland	farmland	NOUN
agb-410	152	15	,	,	PUNCT
agb-410	152	16	both	both	CCONJ
agb-410	152	17	inside	inside	ADP
agb-410	152	18	and	and	CCONJ
agb-410	152	19	outside	outside	ADJ
agb-410	152	20	greenhouses	greenhouse	NOUN
agb-410	152	21	,	,	PUNCT
agb-410	152	22	managed	manage	VERB
agb-410	152	23	by	by	ADP
agb-410	152	24	relevant	relevant	ADJ
agb-410	152	25	institutions	institution	NOUN
agb-410	152	26	.	.	PUNCT
agb-410	153	1	such	such	ADJ
agb-410	153	2	exposure	exposure	NOUN
agb-410	153	3	to	to	ADP
agb-410	153	4	diverse	diverse	ADJ
agb-410	153	5	learning	learning	NOUN
agb-410	153	6	platforms	platform	NOUN
agb-410	153	7	allows	allow	VERB
agb-410	153	8	farmers	farmer	NOUN
agb-410	153	9	to	to	PART
agb-410	153	10	practically	practically	ADV
agb-410	153	11	apply	apply	VERB
agb-410	153	12	newly	newly	ADV
agb-410	153	13	acquired	acquire	VERB
agb-410	153	14	knowledge	knowledge	NOUN
agb-410	153	15	to	to	ADP
agb-410	153	16	their	their	PRON
agb-410	153	17	own	own	ADJ
agb-410	153	18	agricultural	agricultural	ADJ
agb-410	153	19	practices	practice	NOUN
agb-410	153	20	,	,	PUNCT
agb-410	153	21	thereby	thereby	ADV
agb-410	153	22	enhancing	enhance	VERB
agb-410	153	23	the	the	DET
agb-410	153	24	sustainability	sustainability	NOUN
agb-410	153	25	and	and	CCONJ
agb-410	153	26	effectiveness	effectiveness	NOUN
agb-410	153	27	of	of	ADP
agb-410	153	28	their	their	PRON
agb-410	153	29	operations	operation	NOUN
agb-410	153	30	.	.	PUNCT
agb-410	154	1	designing	design	VERB
agb-410	154	2	and	and	CCONJ
agb-410	154	3	creating	create	VERB
agb-410	154	4	agricultural	agricultural	ADJ
agb-410	154	5	alternatives	alternative	NOUN
agb-410	154	6	the	the	DET
agb-410	154	7	design	design	NOUN
agb-410	154	8	and	and	CCONJ
agb-410	154	9	development	development	NOUN
agb-410	154	10	of	of	ADP
agb-410	154	11	agricultural	agricultural	ADJ
agb-410	154	12	alternatives	alternative	NOUN
agb-410	154	13	aim	aim	VERB
agb-410	154	14	to	to	PART
agb-410	154	15	offer	offer	VERB
agb-410	154	16	farmers	farmer	NOUN
agb-410	154	17	a	a	DET
agb-410	154	18	range	range	NOUN
agb-410	154	19	of	of	ADP
agb-410	154	20	viable	viable	ADJ
agb-410	154	21	options	option	NOUN
agb-410	154	22	,	,	PUNCT
agb-410	154	23	such	such	ADJ
agb-410	154	24	as	as	ADP
agb-410	154	25	intercropping	intercropping	NOUN
agb-410	154	26	,	,	PUNCT
agb-410	154	27	livestock	livestock	NOUN
agb-410	154	28	farming	farming	NOUN
agb-410	154	29	,	,	PUNCT
agb-410	154	30	and	and	CCONJ
agb-410	154	31	diversifying	diversify	VERB
agb-410	154	32	agricultural	agricultural	ADJ
agb-410	154	33	product	product	NOUN
agb-410	154	34	processing	processing	NOUN
agb-410	154	35	.	.	PUNCT
agb-410	155	1	these	these	DET
agb-410	155	2	alternatives	alternative	NOUN
agb-410	155	3	are	be	AUX
agb-410	155	4	intended	intend	VERB
agb-410	155	5	to	to	PART
agb-410	155	6	broaden	broaden	VERB
agb-410	155	7	the	the	DET
agb-410	155	8	scope	scope	NOUN
agb-410	155	9	of	of	ADP
agb-410	155	10	farming	farming	NOUN
agb-410	155	11	practices	practice	NOUN
agb-410	155	12	beyond	beyond	ADP
agb-410	155	13	traditional	traditional	ADJ
agb-410	155	14	community	community	NOUN
agb-410	155	15	-	-	PUNCT
agb-410	155	16	focused	focus	VERB
agb-410	155	17	products	product	NOUN
agb-410	155	18	,	,	PUNCT
agb-410	155	19	allowing	allow	VERB
agb-410	155	20	farmers	farmer	NOUN
agb-410	155	21	to	to	PART
agb-410	155	22	explore	explore	VERB
agb-410	155	23	interests	interest	NOUN
agb-410	155	24	that	that	PRON
agb-410	155	25	differ	differ	VERB
agb-410	155	26	from	from	ADP
agb-410	155	27	their	their	PRON
agb-410	155	28	current	current	ADJ
agb-410	155	29	agricultural	agricultural	ADJ
agb-410	155	30	routines	routine	NOUN
agb-410	155	31	.	.	PUNCT
agb-410	156	1	by	by	ADP
agb-410	156	2	expanding	expand	VERB
agb-410	156	3	the	the	DET
agb-410	156	4	variety	variety	NOUN
agb-410	156	5	of	of	ADP
agb-410	156	6	products	product	NOUN
agb-410	156	7	available	available	ADJ
agb-410	156	8	for	for	ADP
agb-410	156	9	sale	sale	NOUN
agb-410	156	10	,	,	PUNCT
agb-410	156	11	farmers	farmer	NOUN
agb-410	156	12	are	be	AUX
agb-410	156	13	provided	provide	VERB
agb-410	156	14	with	with	ADP
agb-410	156	15	more	more	ADJ
agb-410	156	16	channels	channel	NOUN
agb-410	156	17	for	for	ADP
agb-410	156	18	marketing	market	VERB
agb-410	156	19	their	their	PRON
agb-410	156	20	goods	good	NOUN
agb-410	156	21	.	.	PUNCT
agb-410	157	1	furthermore	furthermore	ADV
agb-410	157	2	,	,	PUNCT
agb-410	157	3	they	they	PRON
agb-410	157	4	gain	gain	VERB
agb-410	157	5	insights	insight	NOUN
agb-410	157	6	into	into	ADP
agb-410	157	7	how	how	SCONJ
agb-410	157	8	local	local	ADJ
agb-410	157	9	agricultural	agricultural	ADJ
agb-410	157	10	products	product	NOUN
agb-410	157	11	can	can	AUX
agb-410	157	12	be	be	AUX
agb-410	157	13	processed	process	VERB
agb-410	157	14	into	into	ADP
agb-410	157	15	other	other	ADJ
agb-410	157	16	marketable	marketable	ADJ
agb-410	157	17	items	item	NOUN
agb-410	157	18	,	,	PUNCT
agb-410	157	19	enhancing	enhance	VERB
agb-410	157	20	value	value	NOUN
agb-410	157	21	-	-	PUNCT
agb-410	157	22	added	add	VERB
agb-410	157	23	opportunities	opportunity	NOUN
agb-410	157	24	.	.	PUNCT
agb-410	158	1	while	while	SCONJ
agb-410	158	2	many	many	ADJ
agb-410	158	3	farmers	farmer	NOUN
agb-410	158	4	possess	possess	VERB
agb-410	158	5	the	the	DET
agb-410	158	6	skills	skill	NOUN
agb-410	158	7	to	to	PART
agb-410	158	8	produce	produce	VERB
agb-410	158	9	and	and	CCONJ
agb-410	158	10	process	process	VERB
agb-410	158	11	agricultural	agricultural	ADJ
agb-410	158	12	products	product	NOUN
agb-410	158	13	,	,	PUNCT
agb-410	158	14	these	these	DET
agb-410	158	15	items	item	NOUN
agb-410	158	16	often	often	ADV
agb-410	158	17	remain	remain	VERB
agb-410	158	18	standard	standard	ADJ
agb-410	158	19	,	,	PUNCT
agb-410	158	20	without	without	ADP
agb-410	158	21	differentiation	differentiation	NOUN
agb-410	158	22	from	from	ADP
agb-410	158	23	conventional	conventional	ADJ
agb-410	158	24	offerings	offering	NOUN
agb-410	158	25	.	.	PUNCT
agb-410	159	1	therefore	therefore	ADV
agb-410	159	2	,	,	PUNCT
agb-410	159	3	it	it	PRON
agb-410	159	4	is	be	AUX
agb-410	159	5	essential	essential	ADJ
agb-410	159	6	for	for	SCONJ
agb-410	159	7	farmers	farmer	NOUN
agb-410	159	8	to	to	PART
agb-410	159	9	assess	assess	VERB
agb-410	159	10	which	which	DET
agb-410	159	11	alternatives	alternative	NOUN
agb-410	159	12	align	align	VERB
agb-410	159	13	with	with	ADP
agb-410	159	14	their	their	PRON
agb-410	159	15	circumstances	circumstance	NOUN
agb-410	159	16	and	and	CCONJ
agb-410	159	17	sustainability	sustainability	NOUN
agb-410	159	18	needs	need	NOUN
agb-410	159	19	.	.	PUNCT
agb-410	160	1	in	in	ADP
agb-410	160	2	this	this	DET
agb-410	160	3	regard	regard	NOUN
agb-410	160	4	,	,	PUNCT
agb-410	160	5	farmers	farmer	NOUN
agb-410	160	6	may	may	AUX
agb-410	160	7	benefit	benefit	VERB
agb-410	160	8	from	from	ADP
agb-410	160	9	acquiring	acquire	VERB
agb-410	160	10	additional	additional	ADJ
agb-410	160	11	knowledge	knowledge	NOUN
agb-410	160	12	and	and	CCONJ
agb-410	160	13	skills	skill	NOUN
agb-410	160	14	through	through	ADP
agb-410	160	15	training	training	NOUN
agb-410	160	16	programs	program	NOUN
agb-410	160	17	.	.	PUNCT
agb-410	161	1	such	such	ADJ
agb-410	161	2	training	training	NOUN
agb-410	161	3	,	,	PUNCT
agb-410	161	4	combined	combine	VERB
agb-410	161	5	with	with	ADP
agb-410	161	6	practical	practical	ADJ
agb-410	161	7	experience	experience	NOUN
agb-410	161	8	,	,	PUNCT
agb-410	161	9	enables	enable	VERB
agb-410	161	10	them	they	PRON
agb-410	161	11	to	to	PART
agb-410	161	12	effectively	effectively	ADV
agb-410	161	13	implement	implement	VERB
agb-410	161	14	innovative	innovative	ADJ
agb-410	161	15	approaches	approach	NOUN
agb-410	161	16	in	in	ADP
agb-410	161	17	their	their	PRON
agb-410	161	18	agricultural	agricultural	ADJ
agb-410	161	19	practices	practice	NOUN
agb-410	161	20	,	,	PUNCT
agb-410	161	21	thereby	thereby	ADV
agb-410	161	22	fostering	foster	VERB
agb-410	161	23	the	the	DET
agb-410	161	24	survival	survival	NOUN
agb-410	161	25	and	and	CCONJ
agb-410	161	26	growth	growth	NOUN
agb-410	161	27	of	of	ADP
agb-410	161	28	their	their	PRON
agb-410	161	29	agricultural	agricultural	ADJ
agb-410	161	30	enterprises	enterprise	NOUN
agb-410	161	31	.	.	PUNCT
agb-410	162	1	utilizing	utilize	VERB
agb-410	162	2	media	medium	NOUN
agb-410	162	3	,	,	PUNCT
agb-410	162	4	technology	technology	NOUN
agb-410	162	5	,	,	PUNCT
agb-410	162	6	and	and	CCONJ
agb-410	162	7	information	information	NOUN
agb-410	162	8	in	in	ADP
agb-410	162	9	agriculture	agriculture	NOUN
agb-410	162	10	the	the	DET
agb-410	162	11	use	use	NOUN
agb-410	162	12	of	of	ADP
agb-410	162	13	media	medium	NOUN
agb-410	162	14	and	and	CCONJ
agb-410	162	15	information	information	NOUN
agb-410	162	16	technology	technology	NOUN
agb-410	162	17	in	in	ADP
agb-410	162	18	agriculture	agriculture	NOUN
agb-410	162	19	aims	aim	VERB
agb-410	162	20	to	to	PART
agb-410	162	21	promote	promote	VERB
agb-410	162	22	and	and	CCONJ
agb-410	162	23	communicate	communicate	VERB
agb-410	162	24	agricultural	agricultural	ADJ
agb-410	162	25	products	product	NOUN
agb-410	162	26	to	to	ADP
agb-410	162	27	consumers	consumer	NOUN
agb-410	162	28	.	.	PUNCT
agb-410	163	1	while	while	SCONJ
agb-410	163	2	these	these	DET
agb-410	163	3	technologies	technology	NOUN
agb-410	163	4	are	be	AUX
agb-410	163	5	crucial	crucial	ADJ
agb-410	163	6	for	for	ADP
agb-410	163	7	reaching	reach	VERB
agb-410	163	8	consumers	consumer	NOUN
agb-410	163	9	,	,	PUNCT
agb-410	163	10	many	many	ADJ
agb-410	163	11	farmers	farmer	NOUN
agb-410	163	12	have	have	AUX
agb-410	163	13	not	not	PART
agb-410	163	14	yet	yet	ADV
agb-410	163	15	fully	fully	ADV
agb-410	163	16	embraced	embrace	VERB
agb-410	163	17	them	they	PRON
agb-410	163	18	.	.	PUNCT
agb-410	164	1	most	most	ADJ
agb-410	164	2	continue	continue	VERB
agb-410	164	3	to	to	PART
agb-410	164	4	sell	sell	VERB
agb-410	164	5	fresh	fresh	ADJ
agb-410	164	6	produce	produce	NOUN
agb-410	164	7	in	in	ADP
agb-410	164	8	markets	market	NOUN
agb-410	164	9	,	,	PUNCT
agb-410	164	10	with	with	ADP
agb-410	164	11	some	some	PRON
agb-410	164	12	using	use	VERB
agb-410	164	13	facebook	facebook	NOUN
agb-410	164	14	to	to	PART
agb-410	164	15	share	share	VERB
agb-410	164	16	product	product	NOUN
agb-410	164	17	photos	photo	NOUN
agb-410	164	18	.	.	PUNCT
agb-410	165	1	to	to	PART
agb-410	165	2	enhance	enhance	VERB
agb-410	165	3	their	their	PRON
agb-410	165	4	marketing	marketing	NOUN
agb-410	165	5	,	,	PUNCT
agb-410	165	6	farmers	farmer	NOUN
agb-410	165	7	need	need	VERB
agb-410	165	8	knowledge	knowledge	NOUN
agb-410	165	9	in	in	ADP
agb-410	165	10	basic	basic	ADJ
agb-410	165	11	photography	photography	NOUN
agb-410	165	12	and	and	CCONJ
agb-410	165	13	video	video	NOUN
agb-410	165	14	editing	editing	NOUN
agb-410	165	15	.	.	PUNCT
agb-410	166	1	however	however	ADV
agb-410	166	2	,	,	PUNCT
agb-410	166	3	there	there	PRON
agb-410	166	4	are	be	VERB
agb-410	166	5	challenges	challenge	NOUN
agb-410	166	6	,	,	PUNCT
agb-410	166	7	as	as	SCONJ
agb-410	166	8	many	many	ADJ
agb-410	166	9	farmers	farmer	NOUN
agb-410	166	10	,	,	PUNCT
agb-410	166	11	especially	especially	ADV
agb-410	166	12	the	the	DET
agb-410	166	13	elderly	elderly	ADJ
agb-410	166	14	,	,	PUNCT
agb-410	166	15	face	face	VERB
agb-410	166	16	limitations	limitation	NOUN
agb-410	166	17	in	in	ADP
agb-410	166	18	using	use	VERB
agb-410	166	19	advanced	advanced	ADJ
agb-410	166	20	technologies	technology	NOUN
agb-410	166	21	or	or	CCONJ
agb-410	166	22	selling	sell	VERB
agb-410	166	23	products	product	NOUN
agb-410	166	24	on	on	ADP
agb-410	166	25	online	online	ADJ
agb-410	166	26	platforms	platform	NOUN
agb-410	166	27	beyond	beyond	ADP
agb-410	166	28	basic	basic	ADJ
agb-410	166	29	mobile	mobile	ADJ
agb-410	166	30	phone	phone	NOUN
agb-410	166	31	functions	function	NOUN
agb-410	166	32	.	.	PUNCT
agb-410	167	1	the	the	DET
agb-410	167	2	innovative	innovative	ADJ
agb-410	167	3	agriculture	agriculture	NOUN
agb-410	167	4	development	development	NOUN
agb-410	167	5	model	model	NOUN
agb-410	167	6	for	for	ADP
agb-410	167	7	farmers	farmer	NOUN
agb-410	167	8	in	in	ADP
agb-410	167	9	agbioforum	agbioforum	NOUN
agb-410	167	10	,	,	PUNCT
agb-410	167	11	26(3	26(3	NUM
agb-410	167	12	)	)	PUNCT
agb-410	167	13	,	,	PUNCT
agb-410	167	14	2024	2024	NUM
agb-410	167	15	|	|	NOUN
agb-410	167	16	134	134	NUM
agb-410	167	17	thongsrikate	thongsrikate	NOUN
agb-410	167	18	et	et	PROPN
agb-410	167	19	al	al	PROPN
agb-410	167	20	—	—	PUNCT
agb-410	167	21	the	the	DET
agb-410	167	22	model	model	NOUN
agb-410	167	23	of	of	ADP
agb-410	167	24	creative	creative	ADJ
agb-410	167	25	agriculture	agriculture	NOUN
agb-410	167	26	among	among	ADP
agb-410	167	27	farmers	farmer	NOUN
agb-410	167	28	in	in	ADP
agb-410	167	29	chiang	chiang	PROPN
agb-410	167	30	mai	mai	PROPN
agb-410	167	31	city	city	PROPN
agb-410	167	32	chiang	chiang	PROPN
agb-410	167	33	mai	mai	PROPN
agb-410	167	34	city	city	PROPN
agb-410	167	35	incorporates	incorporate	VERB
agb-410	167	36	three	three	NUM
agb-410	167	37	approaches	approach	NOUN
agb-410	167	38	:	:	PUNCT
agb-410	167	39	conscious	conscious	ADJ
agb-410	167	40	farming	farming	NOUN
agb-410	167	41	practices	practice	NOUN
agb-410	167	42	,	,	PUNCT
agb-410	167	43	the	the	DET
agb-410	167	44	design	design	NOUN
agb-410	167	45	and	and	CCONJ
agb-410	167	46	creation	creation	NOUN
agb-410	167	47	of	of	ADP
agb-410	167	48	agricultural	agricultural	ADJ
agb-410	167	49	alternatives	alternative	NOUN
agb-410	167	50	,	,	PUNCT
agb-410	167	51	and	and	CCONJ
agb-410	167	52	the	the	DET
agb-410	167	53	use	use	NOUN
agb-410	167	54	of	of	ADP
agb-410	167	55	media	medium	NOUN
agb-410	167	56	,	,	PUNCT
agb-410	167	57	technology	technology	NOUN
agb-410	167	58	,	,	PUNCT
agb-410	167	59	and	and	CCONJ
agb-410	167	60	information	information	NOUN
agb-410	167	61	in	in	ADP
agb-410	167	62	agriculture	agriculture	NOUN
agb-410	167	63	.	.	PUNCT
agb-410	168	1	the	the	DET
agb-410	168	2	researcher	researcher	NOUN
agb-410	168	3	tested	test	VERB
agb-410	168	4	these	these	DET
agb-410	168	5	models	model	NOUN
agb-410	168	6	with	with	ADP
agb-410	168	7	30	30	NUM
agb-410	168	8	farmers	farmer	NOUN
agb-410	168	9	and	and	CCONJ
agb-410	168	10	found	find	VERB
agb-410	168	11	significant	significant	ADJ
agb-410	168	12	improvements	improvement	NOUN
agb-410	168	13	in	in	ADP
agb-410	168	14	their	their	PRON
agb-410	168	15	knowledge	knowledge	NOUN
agb-410	168	16	post	post	NOUN
agb-410	168	17	-	-	NOUN
agb-410	168	18	training	training	NOUN
agb-410	168	19	at	at	ADP
agb-410	168	20	the	the	DET
agb-410	168	21	0.05	0.05	NUM
agb-410	168	22	level	level	NOUN
agb-410	168	23	.	.	PUNCT
agb-410	169	1	the	the	DET
agb-410	169	2	average	average	ADJ
agb-410	169	3	post	post	ADJ
agb-410	169	4	-	-	ADJ
agb-410	169	5	training	training	ADJ
agb-410	169	6	score	score	NOUN
agb-410	169	7	was	be	AUX
agb-410	169	8	107.00	107.00	NUM
agb-410	169	9	(	(	PUNCT
agb-410	169	10	sd	sd	NOUN
agb-410	169	11	=	=	SYM
agb-410	169	12	11.44	11.44	NUM
agb-410	169	13	)	)	PUNCT
agb-410	169	14	,	,	PUNCT
agb-410	169	15	compared	compare	VERB
agb-410	169	16	to	to	ADP
agb-410	169	17	the	the	DET
agb-410	169	18	pre	pre	ADJ
agb-410	169	19	-	-	ADJ
agb-410	169	20	training	training	ADJ
agb-410	169	21	score	score	NOUN
agb-410	169	22	of	of	ADP
agb-410	169	23	51.83	51.83	NUM
agb-410	169	24	(	(	PUNCT
agb-410	169	25	sd	sd	ADP
agb-410	169	26	=	=	SYM
agb-410	169	27	11.84	11.84	NUM
agb-410	169	28	)	)	PUNCT
agb-410	169	29	.	.	PUNCT
agb-410	170	1	all	all	DET
agb-410	170	2	three	three	NUM
agb-410	170	3	models	model	NOUN
agb-410	170	4	showed	show	VERB
agb-410	170	5	higher	high	ADJ
agb-410	170	6	average	average	ADJ
agb-410	170	7	scores	score	NOUN
agb-410	170	8	,	,	PUNCT
agb-410	170	9	with	with	ADP
agb-410	170	10	the	the	DET
agb-410	170	11	most	most	ADV
agb-410	170	12	notable	notable	ADJ
agb-410	170	13	improvements	improvement	NOUN
agb-410	170	14	in	in	ADP
agb-410	170	15	farming	farming	NOUN
agb-410	170	16	with	with	ADP
agb-410	170	17	awareness	awareness	NOUN
agb-410	170	18	(	(	PUNCT
agb-410	170	19	24.5	24.5	NUM
agb-410	170	20	points	point	NOUN
agb-410	170	21	)	)	PUNCT
agb-410	170	22	and	and	CCONJ
agb-410	170	23	designing	design	VERB
agb-410	170	24	agricultural	agricultural	ADJ
agb-410	170	25	alternatives	alternative	NOUN
agb-410	170	26	(	(	PUNCT
agb-410	170	27	22.2	22.2	NUM
agb-410	170	28	points	point	NOUN
agb-410	170	29	)	)	PUNCT
agb-410	170	30	.	.	PUNCT
agb-410	171	1	farmers	farmer	NOUN
agb-410	171	2	reported	report	VERB
agb-410	171	3	being	be	AUX
agb-410	171	4	able	able	ADJ
agb-410	171	5	to	to	PART
agb-410	171	6	implement	implement	VERB
agb-410	171	7	these	these	DET
agb-410	171	8	practices	practice	NOUN
agb-410	171	9	independently	independently	ADV
agb-410	171	10	,	,	PUNCT
agb-410	171	11	from	from	ADP
agb-410	171	12	planning	plan	VERB
agb-410	171	13	to	to	ADP
agb-410	171	14	achieving	achieve	VERB
agb-410	171	15	better	well	ADJ
agb-410	171	16	outcomes	outcome	NOUN
agb-410	171	17	.	.	PUNCT
agb-410	172	1	however	however	ADV
agb-410	172	2	,	,	PUNCT
agb-410	172	3	when	when	SCONJ
agb-410	172	4	it	it	PRON
agb-410	172	5	comes	come	VERB
agb-410	172	6	to	to	ADP
agb-410	172	7	integrating	integrate	VERB
agb-410	172	8	information	information	NOUN
agb-410	172	9	technology	technology	NOUN
agb-410	172	10	into	into	ADP
agb-410	172	11	farming	farming	NOUN
agb-410	172	12	,	,	PUNCT
agb-410	172	13	farmers	farmer	NOUN
agb-410	172	14	may	may	AUX
agb-410	172	15	require	require	VERB
agb-410	172	16	support	support	NOUN
agb-410	172	17	from	from	ADP
agb-410	172	18	family	family	NOUN
agb-410	172	19	members	member	NOUN
agb-410	172	20	or	or	CCONJ
agb-410	172	21	those	those	PRON
agb-410	172	22	skilled	skilled	ADJ
agb-410	172	23	in	in	ADP
agb-410	172	24	media	medium	NOUN
agb-410	172	25	and	and	CCONJ
agb-410	172	26	technology	technology	NOUN
agb-410	172	27	.	.	PUNCT
agb-410	173	1	discussion	discussion	VERB
agb-410	173	2	the	the	DET
agb-410	173	3	analysis	analysis	NOUN
agb-410	173	4	of	of	ADP
agb-410	173	5	factors	factor	NOUN
agb-410	173	6	related	relate	VERB
agb-410	173	7	to	to	ADP
agb-410	173	8	creative	creative	ADJ
agb-410	173	9	agriculture	agriculture	NOUN
agb-410	173	10	among	among	ADP
agb-410	173	11	farmers	farmer	NOUN
agb-410	173	12	in	in	ADP
agb-410	173	13	chiang	chiang	PROPN
agb-410	173	14	mai	mai	PROPN
agb-410	173	15	city	city	PROPN
agb-410	173	16	reveals	reveal	VERB
agb-410	173	17	significant	significant	ADJ
agb-410	173	18	connections	connection	NOUN
agb-410	173	19	between	between	ADP
agb-410	173	20	demographic	demographic	ADJ
agb-410	173	21	factors	factor	NOUN
agb-410	173	22	,	,	PUNCT
agb-410	173	23	farmers	farmer	NOUN
agb-410	173	24	'	'	PART
agb-410	173	25	holding	hold	VERB
agb-410	173	26	and	and	CCONJ
agb-410	173	27	farming	farming	NOUN
agb-410	173	28	characteristics	characteristic	NOUN
agb-410	173	29	,	,	PUNCT
agb-410	173	30	and	and	CCONJ
agb-410	173	31	practical	practical	ADJ
agb-410	173	32	farming	farming	NOUN
agb-410	173	33	factors	factor	NOUN
agb-410	173	34	.	.	PUNCT
agb-410	174	1	specifically	specifically	ADV
agb-410	174	2	,	,	PUNCT
agb-410	174	3	young	young	ADJ
agb-410	174	4	farmers	farmer	NOUN
agb-410	174	5	and	and	CCONJ
agb-410	174	6	expanding	expand	VERB
agb-410	174	7	family	family	NOUN
agb-410	174	8	sizes	size	NOUN
agb-410	174	9	were	be	AUX
agb-410	174	10	found	find	VERB
agb-410	174	11	to	to	PART
agb-410	174	12	be	be	AUX
agb-410	174	13	strongly	strongly	ADV
agb-410	174	14	associated	associate	VERB
agb-410	174	15	with	with	ADP
agb-410	174	16	higher	high	ADJ
agb-410	174	17	levels	level	NOUN
agb-410	174	18	of	of	ADP
agb-410	174	19	creative	creative	ADJ
agb-410	174	20	agriculture	agriculture	NOUN
agb-410	174	21	.	.	PUNCT
agb-410	175	1	younger	young	ADJ
agb-410	175	2	farmers	farmer	NOUN
agb-410	175	3	are	be	AUX
agb-410	175	4	more	more	ADV
agb-410	175	5	likely	likely	ADJ
agb-410	175	6	to	to	PART
agb-410	175	7	adopt	adopt	VERB
agb-410	175	8	technological	technological	ADJ
agb-410	175	9	media	medium	NOUN
agb-410	175	10	and	and	CCONJ
agb-410	175	11	innovative	innovative	ADJ
agb-410	175	12	agricultural	agricultural	ADJ
agb-410	175	13	practices	practice	NOUN
agb-410	175	14	,	,	PUNCT
agb-410	175	15	differing	differ	VERB
agb-410	175	16	from	from	ADP
agb-410	175	17	traditional	traditional	ADJ
agb-410	175	18	methods	method	NOUN
agb-410	175	19	.	.	PUNCT
agb-410	176	1	this	this	DET
agb-410	176	2	finding	finding	NOUN
agb-410	176	3	aligns	align	VERB
agb-410	176	4	with	with	ADP
agb-410	176	5	studies	study	NOUN
agb-410	176	6	by	by	ADP
agb-410	176	7	folitse	folitse	PROPN
agb-410	176	8	et	et	PROPN
agb-410	176	9	al	al	PROPN
agb-410	176	10	.	.	PROPN
agb-410	177	1	(	(	PUNCT
agb-410	177	2	2018	2018	NUM
agb-410	177	3	)	)	PUNCT
agb-410	177	4	and	and	CCONJ
agb-410	177	5	minkoua	minkoua	PROPN
agb-410	177	6	nzie	nzie	NOUN
agb-410	177	7	,	,	PUNCT
agb-410	177	8	c	c	NOUN
agb-410	177	9	,	,	PUNCT
agb-410	177	10	and	and	CCONJ
agb-410	177	11	azinwi	azinwi	PROPN
agb-410	177	12	ngum	ngum	PROPN
agb-410	177	13	(	(	PUNCT
agb-410	177	14	2018	2018	NUM
agb-410	177	15	)	)	PUNCT
agb-410	177	16	,	,	PUNCT
agb-410	177	17	which	which	PRON
agb-410	177	18	indicate	indicate	VERB
agb-410	177	19	that	that	SCONJ
agb-410	177	20	aging	age	VERB
agb-410	177	21	farmers	farmer	NOUN
agb-410	177	22	are	be	AUX
agb-410	177	23	less	less	ADV
agb-410	177	24	likely	likely	ADJ
agb-410	177	25	to	to	PART
agb-410	177	26	embrace	embrace	VERB
agb-410	177	27	new	new	ADJ
agb-410	177	28	technologies	technology	NOUN
agb-410	177	29	due	due	ADP
agb-410	177	30	to	to	ADP
agb-410	177	31	the	the	DET
agb-410	177	32	challenges	challenge	NOUN
agb-410	177	33	of	of	ADP
agb-410	177	34	adapting	adapt	VERB
agb-410	177	35	to	to	ADP
agb-410	177	36	rapid	rapid	ADJ
agb-410	177	37	changes	change	NOUN
agb-410	177	38	in	in	ADP
agb-410	177	39	agriculture	agriculture	NOUN
agb-410	177	40	.	.	PUNCT
agb-410	178	1	kanjina	kanjina	PROPN
agb-410	178	2	(	(	PUNCT
agb-410	178	3	2021	2021	NUM
agb-410	178	4	)	)	PUNCT
agb-410	178	5	also	also	ADV
agb-410	178	6	notes	note	VERB
agb-410	178	7	that	that	SCONJ
agb-410	178	8	social	social	ADJ
agb-410	178	9	media	medium	NOUN
agb-410	178	10	may	may	AUX
agb-410	178	11	not	not	PART
agb-410	178	12	be	be	AUX
agb-410	178	13	a	a	DET
agb-410	178	14	key	key	ADJ
agb-410	178	15	source	source	NOUN
agb-410	178	16	of	of	ADP
agb-410	178	17	agricultural	agricultural	ADJ
agb-410	178	18	information	information	NOUN
agb-410	178	19	for	for	ADP
agb-410	178	20	farmers	farmer	NOUN
agb-410	178	21	in	in	ADP
agb-410	178	22	developing	develop	VERB
agb-410	178	23	countries	country	NOUN
agb-410	178	24	,	,	PUNCT
agb-410	178	25	suggesting	suggest	VERB
agb-410	178	26	that	that	SCONJ
agb-410	178	27	a	a	DET
agb-410	178	28	gradual	gradual	ADJ
agb-410	178	29	adoption	adoption	NOUN
agb-410	178	30	process	process	NOUN
agb-410	178	31	,	,	PUNCT
agb-410	178	32	supported	support	VERB
agb-410	178	33	by	by	ADP
agb-410	178	34	relevant	relevant	ADJ
agb-410	178	35	institutions	institution	NOUN
agb-410	178	36	,	,	PUNCT
agb-410	178	37	would	would	AUX
agb-410	178	38	be	be	AUX
agb-410	178	39	more	more	ADV
agb-410	178	40	beneficial	beneficial	ADJ
agb-410	178	41	in	in	ADP
agb-410	178	42	the	the	DET
agb-410	178	43	long	long	ADJ
agb-410	178	44	term	term	NOUN
agb-410	178	45	.	.	PUNCT
agb-410	179	1	additionally	additionally	ADV
agb-410	179	2	,	,	PUNCT
agb-410	179	3	the	the	DET
agb-410	179	4	ongoing	ongoing	ADJ
agb-410	179	5	decline	decline	NOUN
agb-410	179	6	in	in	ADP
agb-410	179	7	the	the	DET
agb-410	179	8	agricultural	agricultural	ADJ
agb-410	179	9	workforce	workforce	NOUN
agb-410	179	10	,	,	PUNCT
agb-410	179	11	coupled	couple	VERB
agb-410	179	12	with	with	ADP
agb-410	179	13	an	an	DET
agb-410	179	14	aging	age	VERB
agb-410	179	15	farming	farming	NOUN
agb-410	179	16	population	population	NOUN
agb-410	179	17	,	,	PUNCT
agb-410	179	18	has	have	AUX
agb-410	179	19	contributed	contribute	VERB
agb-410	179	20	to	to	ADP
agb-410	179	21	labour	labour	ADJ
agb-410	179	22	shortages	shortage	NOUN
agb-410	179	23	in	in	ADP
agb-410	179	24	agriculture	agriculture	NOUN
agb-410	179	25	.	.	PUNCT
agb-410	180	1	however	however	ADV
agb-410	180	2	,	,	PUNCT
agb-410	180	3	larger	large	ADJ
agb-410	180	4	family	family	NOUN
agb-410	180	5	households	household	NOUN
agb-410	180	6	can	can	AUX
agb-410	180	7	provide	provide	VERB
agb-410	180	8	support	support	NOUN
agb-410	180	9	by	by	ADP
agb-410	180	10	offering	offer	VERB
agb-410	180	11	additional	additional	ADJ
agb-410	180	12	labour	labour	NOUN
agb-410	180	13	and	and	CCONJ
agb-410	180	14	knowledge	knowledge	NOUN
agb-410	180	15	,	,	PUNCT
agb-410	180	16	helping	help	VERB
agb-410	180	17	farmers	farmer	NOUN
agb-410	180	18	navigate	navigate	VERB
agb-410	180	19	these	these	DET
agb-410	180	20	challenges	challenge	NOUN
agb-410	180	21	.	.	PUNCT
agb-410	181	1	the	the	DET
agb-410	181	2	characteristic	characteristic	ADJ
agb-410	181	3	factors	factor	NOUN
agb-410	181	4	of	of	ADP
agb-410	181	5	holding	hold	VERB
agb-410	181	6	and	and	CCONJ
agb-410	181	7	farming	farming	NOUN
agb-410	181	8	primarily	primarily	ADV
agb-410	181	9	relate	relate	VERB
agb-410	181	10	to	to	ADP
agb-410	181	11	the	the	DET
agb-410	181	12	nature	nature	NOUN
agb-410	181	13	of	of	ADP
agb-410	181	14	agriculture	agriculture	NOUN
agb-410	181	15	,	,	PUNCT
agb-410	181	16	including	include	VERB
agb-410	181	17	the	the	DET
agb-410	181	18	number	number	NOUN
agb-410	181	19	of	of	ADP
agb-410	181	20	workers	worker	NOUN
agb-410	181	21	in	in	ADP
agb-410	181	22	the	the	DET
agb-410	181	23	household	household	NOUN
agb-410	181	24	,	,	PUNCT
agb-410	181	25	the	the	DET
agb-410	181	26	size	size	NOUN
agb-410	181	27	of	of	ADP
agb-410	181	28	agricultural	agricultural	ADJ
agb-410	181	29	areas	area	NOUN
agb-410	181	30	,	,	PUNCT
agb-410	181	31	membership	membership	NOUN
agb-410	181	32	in	in	ADP
agb-410	181	33	agricultural	agricultural	ADJ
agb-410	181	34	groups	group	NOUN
agb-410	181	35	or	or	CCONJ
agb-410	181	36	organisations	organisation	NOUN
agb-410	181	37	,	,	PUNCT
agb-410	181	38	debt	debt	NOUN
agb-410	181	39	burdens	burden	NOUN
agb-410	181	40	from	from	ADP
agb-410	181	41	farming	farm	VERB
agb-410	181	42	,	,	PUNCT
agb-410	181	43	agricultural	agricultural	ADJ
agb-410	181	44	promotion	promotion	NOUN
agb-410	181	45	,	,	PUNCT
agb-410	181	46	and	and	CCONJ
agb-410	181	47	participation	participation	NOUN
agb-410	181	48	in	in	ADP
agb-410	181	49	social	social	ADJ
agb-410	181	50	activities	activity	NOUN
agb-410	181	51	.	.	PUNCT
agb-410	182	1	promoting	promote	VERB
agb-410	182	2	agriculture	agriculture	NOUN
agb-410	182	3	enhances	enhance	VERB
agb-410	182	4	farmers	farmer	NOUN
agb-410	182	5	'	'	PART
agb-410	182	6	skills	skill	NOUN
agb-410	182	7	,	,	PUNCT
agb-410	182	8	knowledge	knowledge	NOUN
agb-410	182	9	,	,	PUNCT
agb-410	182	10	and	and	CCONJ
agb-410	182	11	practices	practice	NOUN
agb-410	182	12	in	in	ADP
agb-410	182	13	addressing	address	VERB
agb-410	182	14	climate	climate	NOUN
agb-410	182	15	change	change	NOUN
agb-410	182	16	and	and	CCONJ
agb-410	182	17	improving	improve	VERB
agb-410	182	18	their	their	PRON
agb-410	182	19	understanding	understanding	NOUN
agb-410	182	20	of	of	ADP
agb-410	182	21	crop	crop	NOUN
agb-410	182	22	cultivation	cultivation	NOUN
agb-410	182	23	.	.	PUNCT
agb-410	183	1	agriculture	agriculture	NOUN
agb-410	183	2	must	must	AUX
agb-410	183	3	adapt	adapt	VERB
agb-410	183	4	to	to	ADP
agb-410	183	5	changes	change	NOUN
agb-410	183	6	and	and	CCONJ
agb-410	183	7	find	find	VERB
agb-410	183	8	ways	way	NOUN
agb-410	183	9	to	to	PART
agb-410	183	10	ensure	ensure	VERB
agb-410	183	11	self	self	NOUN
agb-410	183	12	-	-	PUNCT
agb-410	183	13	preservation	preservation	NOUN
agb-410	183	14	in	in	ADP
agb-410	183	15	a	a	DET
agb-410	183	16	dynamic	dynamic	ADJ
agb-410	183	17	environment	environment	NOUN
agb-410	183	18	.	.	PUNCT
agb-410	184	1	agricultural	agricultural	ADJ
agb-410	184	2	extension	extension	NOUN
agb-410	184	3	services	service	NOUN
agb-410	184	4	,	,	PUNCT
agb-410	184	5	including	include	VERB
agb-410	184	6	training	training	NOUN
agb-410	184	7	,	,	PUNCT
agb-410	184	8	education	education	NOUN
agb-410	184	9	,	,	PUNCT
agb-410	184	10	and	and	CCONJ
agb-410	184	11	knowledge	knowledge	NOUN
agb-410	184	12	exchange	exchange	NOUN
agb-410	184	13	with	with	ADP
agb-410	184	14	agricultural	agricultural	ADJ
agb-410	184	15	scholars	scholar	NOUN
agb-410	184	16	,	,	PUNCT
agb-410	184	17	have	have	AUX
agb-410	184	18	been	be	AUX
agb-410	184	19	shown	show	VERB
agb-410	184	20	to	to	PART
agb-410	184	21	improve	improve	VERB
agb-410	184	22	farming	farming	NOUN
agb-410	184	23	practices	practice	NOUN
agb-410	184	24	.	.	PUNCT
agb-410	185	1	regular	regular	ADJ
agb-410	185	2	training	training	NOUN
agb-410	185	3	is	be	AUX
agb-410	185	4	essential	essential	ADJ
agb-410	185	5	for	for	SCONJ
agb-410	185	6	farmers	farmer	NOUN
agb-410	185	7	to	to	PART
agb-410	185	8	stay	stay	VERB
agb-410	185	9	updated	update	VERB
agb-410	185	10	and	and	CCONJ
agb-410	185	11	improve	improve	VERB
agb-410	185	12	their	their	PRON
agb-410	185	13	agricultural	agricultural	ADJ
agb-410	185	14	practices	practice	NOUN
agb-410	185	15	.	.	PUNCT
agb-410	186	1	the	the	DET
agb-410	186	2	number	number	NOUN
agb-410	186	3	of	of	ADP
agb-410	186	4	household	household	NOUN
agb-410	186	5	labourers	labourer	NOUN
agb-410	186	6	plays	play	VERB
agb-410	186	7	a	a	DET
agb-410	186	8	crucial	crucial	ADJ
agb-410	186	9	role	role	NOUN
agb-410	186	10	in	in	ADP
agb-410	186	11	the	the	DET
agb-410	186	12	long	long	ADJ
agb-410	186	13	-	-	PUNCT
agb-410	186	14	term	term	NOUN
agb-410	186	15	viability	viability	NOUN
agb-410	186	16	of	of	ADP
agb-410	186	17	farms	farm	NOUN
agb-410	186	18	.	.	PUNCT
agb-410	187	1	this	this	PRON
agb-410	187	2	aligns	align	VERB
agb-410	187	3	with	with	ADP
agb-410	187	4	findings	finding	NOUN
agb-410	187	5	from	from	ADP
agb-410	187	6	the	the	DET
agb-410	187	7	food	food	NOUN
agb-410	187	8	and	and	CCONJ
agb-410	187	9	agriculture	agriculture	NOUN
agb-410	187	10	organization	organization	NOUN
agb-410	187	11	(	(	PUNCT
agb-410	187	12	fao	fao	PROPN
agb-410	187	13	)	)	PUNCT
agb-410	187	14	,	,	PUNCT
agb-410	187	15	which	which	PRON
agb-410	187	16	states	state	VERB
agb-410	187	17	that	that	SCONJ
agb-410	187	18	family	family	NOUN
agb-410	187	19	labour	labour	NOUN
agb-410	187	20	is	be	AUX
agb-410	187	21	a	a	DET
agb-410	187	22	key	key	ADJ
agb-410	187	23	unit	unit	NOUN
agb-410	187	24	in	in	ADP
agb-410	187	25	driving	drive	VERB
agb-410	187	26	agricultural	agricultural	ADJ
agb-410	187	27	activities	activity	NOUN
agb-410	187	28	and	and	CCONJ
agb-410	187	29	helps	help	VERB
agb-410	187	30	preserve	preserve	VERB
agb-410	187	31	agrarian	agrarian	ADJ
agb-410	187	32	culture	culture	NOUN
agb-410	187	33	.	.	PUNCT
agb-410	188	1	similarly	similarly	ADV
agb-410	188	2	,	,	PUNCT
agb-410	188	3	research	research	NOUN
agb-410	188	4	by	by	ADP
agb-410	188	5	kavi	kavi	PROPN
agb-410	188	6	et	et	PROPN
agb-410	188	7	al	al	PROPN
agb-410	188	8	.	.	PROPN
agb-410	189	1	(	(	PUNCT
agb-410	189	2	2018	2018	NUM
agb-410	189	3	)	)	PUNCT
agb-410	189	4	shows	show	VERB
agb-410	189	5	that	that	SCONJ
agb-410	189	6	most	most	ADJ
agb-410	189	7	farmers	farmer	NOUN
agb-410	189	8	share	share	VERB
agb-410	189	9	agricultural	agricultural	ADJ
agb-410	189	10	knowledge	knowledge	NOUN
agb-410	189	11	with	with	ADP
agb-410	189	12	friends	friend	NOUN
agb-410	189	13	,	,	PUNCT
agb-410	189	14	neighbours	neighbour	NOUN
agb-410	189	15	,	,	PUNCT
agb-410	189	16	or	or	CCONJ
agb-410	189	17	family	family	NOUN
agb-410	189	18	members	member	NOUN
agb-410	189	19	.	.	PUNCT
agb-410	190	1	agricultural	agricultural	ADJ
agb-410	190	2	practice	practice	NOUN
agb-410	190	3	factors	factor	NOUN
agb-410	190	4	include	include	VERB
agb-410	190	5	the	the	DET
agb-410	190	6	farmer	farmer	NOUN
agb-410	190	7	's	's	PART
agb-410	190	8	desired	desire	VERB
agb-410	190	9	practices	practice	NOUN
agb-410	190	10	and	and	CCONJ
agb-410	190	11	their	their	PRON
agb-410	190	12	operations	operation	NOUN
agb-410	190	13	in	in	ADP
agb-410	190	14	management	management	NOUN
agb-410	190	15	and	and	CCONJ
agb-410	190	16	production	production	NOUN
agb-410	190	17	.	.	PUNCT
agb-410	191	1	farmers	farmer	NOUN
agb-410	191	2	must	must	AUX
agb-410	191	3	integrate	integrate	VERB
agb-410	191	4	accumulated	accumulated	ADJ
agb-410	191	5	knowledge	knowledge	NOUN
agb-410	191	6	into	into	ADP
agb-410	191	7	their	their	PRON
agb-410	191	8	agricultural	agricultural	ADJ
agb-410	191	9	practices	practice	NOUN
agb-410	191	10	,	,	PUNCT
agb-410	191	11	create	create	VERB
agb-410	191	12	management	management	NOUN
agb-410	191	13	plans	plan	NOUN
agb-410	191	14	,	,	PUNCT
agb-410	191	15	and	and	CCONJ
agb-410	191	16	adopt	adopt	VERB
agb-410	191	17	modern	modern	ADJ
agb-410	191	18	technologies	technology	NOUN
agb-410	191	19	.	.	PUNCT
agb-410	192	1	this	this	PRON
agb-410	192	2	is	be	AUX
agb-410	192	3	consistent	consistent	ADJ
agb-410	192	4	with	with	ADP
agb-410	192	5	the	the	DET
agb-410	192	6	findings	finding	NOUN
agb-410	192	7	of	of	ADP
agb-410	192	8	zscheischler	zscheischler	PROPN
agb-410	192	9	et	et	PROPN
agb-410	192	10	al	al	PROPN
agb-410	192	11	.	.	PROPN
agb-410	193	1	(	(	PUNCT
agb-410	193	2	2022	2022	NUM
agb-410	193	3	)	)	PUNCT
agb-410	193	4	and	and	CCONJ
agb-410	193	5	hong	hong	PROPN
agb-410	193	6	et	et	PROPN
agb-410	193	7	al	al	PROPN
agb-410	193	8	.	.	PROPN
agb-410	194	1	(	(	PUNCT
agb-410	194	2	2023	2023	NUM
agb-410	194	3	)	)	PUNCT
agb-410	194	4	,	,	PUNCT
agb-410	194	5	which	which	PRON
agb-410	194	6	highlight	highlight	VERB
agb-410	194	7	the	the	DET
agb-410	194	8	importance	importance	NOUN
agb-410	194	9	of	of	ADP
agb-410	194	10	continuous	continuous	ADJ
agb-410	194	11	agricultural	agricultural	ADJ
agb-410	194	12	development	development	NOUN
agb-410	194	13	planning	planning	NOUN
agb-410	194	14	for	for	ADP
agb-410	194	15	achieving	achieve	VERB
agb-410	194	16	success	success	NOUN
agb-410	194	17	in	in	ADP
agb-410	194	18	farming	farming	NOUN
agb-410	194	19	.	.	PUNCT
agb-410	195	1	this	this	PRON
agb-410	195	2	also	also	ADV
agb-410	195	3	aligns	align	VERB
agb-410	195	4	with	with	ADP
agb-410	195	5	the	the	DET
agb-410	195	6	mission	mission	NOUN
agb-410	195	7	of	of	ADP
agb-410	195	8	agricultural	agricultural	ADJ
agb-410	195	9	extension	extension	NOUN
agb-410	195	10	services	service	NOUN
agb-410	195	11	,	,	PUNCT
agb-410	195	12	which	which	PRON
agb-410	195	13	aim	aim	VERB
agb-410	195	14	to	to	PART
agb-410	195	15	promote	promote	VERB
agb-410	195	16	"	"	PUNCT
agb-410	195	17	smart	smart	ADJ
agb-410	195	18	farming	farming	NOUN
agb-410	195	19	"	"	PUNCT
agb-410	195	20	by	by	ADP
agb-410	195	21	incorporating	incorporate	VERB
agb-410	195	22	technology	technology	NOUN
agb-410	195	23	into	into	ADP
agb-410	195	24	production	production	NOUN
agb-410	195	25	and	and	CCONJ
agb-410	195	26	marketing	marketing	NOUN
agb-410	195	27	,	,	PUNCT
agb-410	195	28	enabling	enable	VERB
agb-410	195	29	farmers	farmer	NOUN
agb-410	195	30	to	to	PART
agb-410	195	31	remain	remain	VERB
agb-410	195	32	competitive	competitive	ADJ
agb-410	195	33	.	.	PUNCT
agb-410	196	1	farmers	farmer	NOUN
agb-410	196	2	must	must	AUX
agb-410	196	3	apply	apply	VERB
agb-410	196	4	appropriate	appropriate	ADJ
agb-410	196	5	agricultural	agricultural	ADJ
agb-410	196	6	technologies	technology	NOUN
agb-410	196	7	,	,	PUNCT
agb-410	196	8	as	as	SCONJ
agb-410	196	9	technology	technology	NOUN
agb-410	196	10	and	and	CCONJ
agb-410	196	11	innovation	innovation	NOUN
agb-410	196	12	play	play	VERB
agb-410	196	13	a	a	DET
agb-410	196	14	crucial	crucial	ADJ
agb-410	196	15	role	role	NOUN
agb-410	196	16	in	in	ADP
agb-410	196	17	job	job	NOUN
agb-410	196	18	creation	creation	NOUN
agb-410	196	19	,	,	PUNCT
agb-410	196	20	income	income	NOUN
agb-410	196	21	generation	generation	NOUN
agb-410	196	22	,	,	PUNCT
agb-410	196	23	and	and	CCONJ
agb-410	196	24	enhancing	enhance	VERB
agb-410	196	25	sustainable	sustainable	ADJ
agb-410	196	26	quality	quality	NOUN
agb-410	196	27	of	of	ADP
agb-410	196	28	life	life	NOUN
agb-410	196	29	.	.	PUNCT
agb-410	197	1	this	this	PRON
agb-410	197	2	is	be	AUX
agb-410	197	3	supported	support	VERB
agb-410	197	4	by	by	ADP
agb-410	197	5	cheng	cheng	PROPN
agb-410	197	6	et	et	PROPN
agb-410	197	7	al	al	PROPN
agb-410	197	8	.	.	PROPN
agb-410	198	1	(	(	PUNCT
agb-410	198	2	2024	2024	NUM
agb-410	198	3	)	)	PUNCT
agb-410	198	4	,	,	PUNCT
agb-410	198	5	who	who	PRON
agb-410	198	6	found	find	VERB
agb-410	198	7	that	that	SCONJ
agb-410	198	8	digital	digital	ADJ
agb-410	198	9	skills	skill	NOUN
agb-410	198	10	are	be	AUX
agb-410	198	11	vital	vital	ADJ
agb-410	198	12	for	for	ADP
agb-410	198	13	entrepreneurial	entrepreneurial	ADJ
agb-410	198	14	farmers	farmer	NOUN
agb-410	198	15	,	,	PUNCT
agb-410	198	16	contributing	contribute	VERB
agb-410	198	17	to	to	ADP
agb-410	198	18	rural	rural	ADJ
agb-410	198	19	economic	economic	ADJ
agb-410	198	20	recovery	recovery	NOUN
agb-410	198	21	.	.	PUNCT
agb-410	199	1	farmers	farmer	NOUN
agb-410	199	2	skilled	skilled	ADJ
agb-410	199	3	in	in	ADP
agb-410	199	4	modern	modern	ADJ
agb-410	199	5	technology	technology	NOUN
agb-410	199	6	can	can	AUX
agb-410	199	7	effectively	effectively	ADV
agb-410	199	8	use	use	VERB
agb-410	199	9	online	online	ADJ
agb-410	199	10	social	social	ADJ
agb-410	199	11	media	medium	NOUN
agb-410	199	12	to	to	PART
agb-410	199	13	engage	engage	VERB
agb-410	199	14	with	with	ADP
agb-410	199	15	consumers	consumer	NOUN
agb-410	199	16	.	.	PUNCT
agb-410	200	1	however	however	ADV
agb-410	200	2	,	,	PUNCT
agb-410	200	3	research	research	NOUN
agb-410	200	4	by	by	ADP
agb-410	200	5	choruma	choruma	PROPN
agb-410	200	6	et	et	PROPN
agb-410	200	7	al	al	PROPN
agb-410	200	8	.	.	PROPN
agb-410	201	1	(	(	PUNCT
agb-410	201	2	2024	2024	NUM
agb-410	201	3	)	)	PUNCT
agb-410	201	4	points	point	VERB
agb-410	201	5	out	out	ADP
agb-410	201	6	that	that	SCONJ
agb-410	201	7	while	while	SCONJ
agb-410	201	8	the	the	DET
agb-410	201	9	use	use	NOUN
agb-410	201	10	of	of	ADP
agb-410	201	11	digital	digital	ADJ
agb-410	201	12	technology	technology	NOUN
agb-410	201	13	in	in	ADP
agb-410	201	14	agriculture	agriculture	NOUN
agb-410	201	15	has	have	VERB
agb-410	201	16	advantages	advantage	NOUN
agb-410	201	17	—	—	PUNCT
agb-410	201	18	such	such	ADJ
agb-410	201	19	as	as	ADP
agb-410	201	20	better	well	ADJ
agb-410	201	21	market	market	NOUN
agb-410	201	22	access	access	NOUN
agb-410	201	23	,	,	PUNCT
agb-410	201	24	improved	improved	ADJ
agb-410	201	25	decision	decision	NOUN
agb-410	201	26	-	-	PUNCT
agb-410	201	27	making	making	NOUN
agb-410	201	28	,	,	PUNCT
agb-410	201	29	and	and	CCONJ
agb-410	201	30	increased	increase	VERB
agb-410	201	31	income	income	NOUN
agb-410	201	32	for	for	ADP
agb-410	201	33	small	small	ADJ
agb-410	201	34	-	-	PUNCT
agb-410	201	35	scale	scale	NOUN
agb-410	201	36	farmers	farmer	NOUN
agb-410	201	37	—	—	PUNCT
agb-410	201	38	it	it	PRON
agb-410	201	39	also	also	ADV
agb-410	201	40	presents	present	VERB
agb-410	201	41	challenges	challenge	NOUN
agb-410	201	42	,	,	PUNCT
agb-410	201	43	including	include	VERB
agb-410	201	44	unequal	unequal	ADJ
agb-410	201	45	access	access	NOUN
agb-410	201	46	to	to	ADP
agb-410	201	47	equipment	equipment	NOUN
agb-410	201	48	,	,	PUNCT
agb-410	201	49	low	low	ADJ
agb-410	201	50	digital	digital	ADJ
agb-410	201	51	literacy	literacy	NOUN
agb-410	201	52	,	,	PUNCT
agb-410	201	53	and	and	CCONJ
agb-410	201	54	limitations	limitation	NOUN
agb-410	201	55	in	in	ADP
agb-410	201	56	internet	internet	NOUN
agb-410	201	57	connectivity	connectivity	NOUN
agb-410	201	58	.	.	PUNCT
agb-410	202	1	the	the	DET
agb-410	202	2	creative	creative	ADJ
agb-410	202	3	agricultural	agricultural	ADJ
agb-410	202	4	model	model	NOUN
agb-410	202	5	among	among	ADP
agb-410	202	6	farmers	farmer	NOUN
agb-410	202	7	in	in	ADP
agb-410	202	8	chiang	chiang	PROPN
agb-410	202	9	mai	mai	PROPN
agb-410	202	10	city	city	PROPN
agb-410	202	11	comprises	comprise	VERB
agb-410	202	12	three	three	NUM
agb-410	202	13	main	main	ADJ
agb-410	202	14	components	component	NOUN
agb-410	202	15	:	:	PUNCT
agb-410	202	16	adaptive	adaptive	ADJ
agb-410	202	17	agricultural	agricultural	ADJ
agb-410	202	18	practices	practice	NOUN
agb-410	202	19	,	,	PUNCT
agb-410	202	20	the	the	DET
agb-410	202	21	design	design	NOUN
agb-410	202	22	and	and	CCONJ
agb-410	202	23	creation	creation	NOUN
agb-410	202	24	of	of	ADP
agb-410	202	25	alternatives	alternative	NOUN
agb-410	202	26	in	in	ADP
agb-410	202	27	agriculture	agriculture	NOUN
agb-410	202	28	,	,	PUNCT
agb-410	202	29	and	and	CCONJ
agb-410	202	30	the	the	DET
agb-410	202	31	utilisation	utilisation	NOUN
agb-410	202	32	of	of	ADP
agb-410	202	33	media	medium	NOUN
agb-410	202	34	and	and	CCONJ
agb-410	202	35	information	information	NOUN
agb-410	202	36	technology	technology	NOUN
agb-410	202	37	in	in	ADP
agb-410	202	38	farming	farming	NOUN
agb-410	202	39	.	.	PUNCT
agb-410	203	1	in	in	ADP
agb-410	203	2	an	an	DET
agb-410	203	3	era	era	NOUN
agb-410	203	4	where	where	SCONJ
agb-410	203	5	technology	technology	NOUN
agb-410	203	6	plays	play	VERB
agb-410	203	7	a	a	DET
agb-410	203	8	significant	significant	ADJ
agb-410	203	9	role	role	NOUN
agb-410	203	10	in	in	ADP
agb-410	203	11	daily	daily	ADJ
agb-410	203	12	life	life	NOUN
agb-410	203	13	and	and	CCONJ
agb-410	203	14	the	the	DET
agb-410	203	15	distribution	distribution	NOUN
agb-410	203	16	of	of	ADP
agb-410	203	17	information	information	NOUN
agb-410	203	18	,	,	PUNCT
agb-410	203	19	farmers	farmer	NOUN
agb-410	203	20	must	must	AUX
agb-410	203	21	integrate	integrate	VERB
agb-410	203	22	technology	technology	NOUN
agb-410	203	23	with	with	ADP
agb-410	203	24	their	their	PRON
agb-410	203	25	agricultural	agricultural	ADJ
agb-410	203	26	practices	practice	NOUN
agb-410	203	27	to	to	PART
agb-410	203	28	facilitate	facilitate	VERB
agb-410	203	29	consumer	consumer	NOUN
agb-410	203	30	access	access	NOUN
agb-410	203	31	to	to	ADP
agb-410	203	32	their	their	PRON
agb-410	203	33	products	product	NOUN
agb-410	203	34	.	.	PUNCT
agb-410	204	1	by	by	ADP
agb-410	204	2	using	use	VERB
agb-410	204	3	online	online	ADJ
agb-410	204	4	media	medium	NOUN
agb-410	204	5	platforms	platform	NOUN
agb-410	204	6	such	such	ADJ
agb-410	204	7	as	as	ADP
agb-410	204	8	facebook	facebook	NOUN
agb-410	204	9	and	and	CCONJ
agb-410	204	10	line	line	NOUN
agb-410	204	11	to	to	PART
agb-410	204	12	upload	upload	VERB
agb-410	204	13	photos	photo	NOUN
agb-410	204	14	or	or	CCONJ
agb-410	204	15	videos	video	NOUN
agb-410	204	16	of	of	ADP
agb-410	204	17	their	their	PRON
agb-410	204	18	agricultural	agricultural	ADJ
agb-410	204	19	products	product	NOUN
agb-410	204	20	,	,	PUNCT
agb-410	204	21	farmers	farmer	NOUN
agb-410	204	22	can	can	AUX
agb-410	204	23	enhance	enhance	VERB
agb-410	204	24	visibility	visibility	NOUN
agb-410	204	25	and	and	CCONJ
agb-410	204	26	awareness	awareness	NOUN
agb-410	204	27	of	of	ADP
agb-410	204	28	their	their	PRON
agb-410	204	29	produce	produce	NOUN
agb-410	204	30	.	.	PUNCT
agb-410	205	1	this	this	PRON
agb-410	205	2	aligns	align	VERB
agb-410	205	3	with	with	ADP
agb-410	205	4	the	the	DET
agb-410	205	5	research	research	NOUN
agb-410	205	6	of	of	ADP
agb-410	205	7	lee	lee	PROPN
agb-410	205	8	and	and	CCONJ
agb-410	205	9	suzuki	suzuki	PROPN
agb-410	205	10	(	(	PUNCT
agb-410	205	11	2020	2020	NUM
agb-410	205	12	)	)	PUNCT
agb-410	205	13	and	and	CCONJ
agb-410	205	14	mills	mill	NOUN
agb-410	205	15	et	et	PROPN
agb-410	205	16	al	al	PROPN
agb-410	205	17	.	.	PROPN
agb-410	206	1	(	(	PUNCT
agb-410	206	2	2019	2019	NUM
agb-410	206	3	)	)	PUNCT
agb-410	206	4	,	,	PUNCT
agb-410	206	5	who	who	PRON
agb-410	206	6	found	find	VERB
agb-410	206	7	that	that	SCONJ
agb-410	206	8	technology	technology	NOUN
agb-410	206	9	is	be	AUX
agb-410	206	10	instrumental	instrumental	ADJ
agb-410	206	11	in	in	ADP
agb-410	206	12	making	make	VERB
agb-410	206	13	agricultural	agricultural	ADJ
agb-410	206	14	products	product	NOUN
agb-410	206	15	more	more	ADV
agb-410	206	16	accessible	accessible	ADJ
agb-410	206	17	to	to	ADP
agb-410	206	18	the	the	DET
agb-410	206	19	community	community	NOUN
agb-410	206	20	through	through	ADP
agb-410	206	21	online	online	ADJ
agb-410	206	22	sales	sale	NOUN
agb-410	206	23	,	,	PUNCT
agb-410	206	24	processed	process	VERB
agb-410	206	25	agricultural	agricultural	ADJ
agb-410	206	26	products	product	NOUN
agb-410	206	27	,	,	PUNCT
agb-410	206	28	and	and	CCONJ
agb-410	206	29	providing	provide	VERB
agb-410	206	30	additional	additional	ADJ
agb-410	206	31	channels	channel	NOUN
agb-410	206	32	for	for	SCONJ
agb-410	206	33	customers	customer	NOUN
agb-410	206	34	to	to	PART
agb-410	206	35	purchase	purchase	VERB
agb-410	206	36	and	and	CCONJ
agb-410	206	37	receive	receive	VERB
agb-410	206	38	services	service	NOUN
agb-410	206	39	via	via	ADP
agb-410	206	40	online	online	ADJ
agb-410	206	41	platforms	platform	NOUN
agb-410	206	42	,	,	PUNCT
agb-410	206	43	as	as	ADV
agb-410	206	44	well	well	ADV
agb-410	206	45	as	as	ADP
agb-410	206	46	to	to	PART
agb-410	206	47	access	access	VERB
agb-410	206	48	information	information	NOUN
agb-410	206	49	on	on	ADP
agb-410	206	50	consumer	consumer	NOUN
agb-410	206	51	behaviours	behaviour	NOUN
agb-410	206	52	(	(	PUNCT
agb-410	206	53	ghosh	ghosh	PROPN
agb-410	206	54	,	,	PUNCT
agb-410	206	55	chakraborty	chakraborty	PROPN
agb-410	206	56	,	,	PUNCT
agb-410	206	57	&	&	CCONJ
agb-410	206	58	law	law	NOUN
agb-410	206	59	,	,	PUNCT
agb-410	206	60	2018	2018	NUM
agb-410	206	61	)	)	PUNCT
agb-410	206	62	.	.	PUNCT
agb-410	207	1	as	as	SCONJ
agb-410	207	2	farmers	farmer	NOUN
agb-410	207	3	gain	gain	VERB
agb-410	207	4	knowledge	knowledge	NOUN
agb-410	207	5	and	and	CCONJ
agb-410	207	6	understanding	understanding	NOUN
agb-410	207	7	of	of	ADP
agb-410	207	8	new	new	ADJ
agb-410	207	9	technologies	technology	NOUN
agb-410	207	10	,	,	PUNCT
agb-410	207	11	they	they	PRON
agb-410	207	12	will	will	AUX
agb-410	207	13	realise	realise	VERB
agb-410	207	14	the	the	DET
agb-410	207	15	benefits	benefit	NOUN
agb-410	207	16	of	of	ADP
agb-410	207	17	using	use	VERB
agb-410	207	18	these	these	DET
agb-410	207	19	tools	tool	NOUN
agb-410	207	20	(	(	PUNCT
agb-410	207	21	quan	quan	PROPN
agb-410	207	22	et	et	PROPN
agb-410	207	23	al	al	PROPN
agb-410	207	24	.	.	PROPN
agb-410	207	25	,	,	PUNCT
agb-410	207	26	2024	2024	NUM
agb-410	207	27	)	)	PUNCT
agb-410	207	28	.	.	PUNCT
agb-410	208	1	additionally	additionally	ADV
agb-410	208	2	,	,	PUNCT
agb-410	208	3	government	government	NOUN
agb-410	208	4	agencies	agency	NOUN
agb-410	208	5	should	should	AUX
agb-410	208	6	support	support	VERB
agb-410	208	7	investors	investor	NOUN
agb-410	208	8	who	who	PRON
agb-410	208	9	are	be	AUX
agb-410	208	10	willing	willing	ADJ
agb-410	208	11	to	to	PART
agb-410	208	12	purchase	purchase	VERB
agb-410	208	13	agricultural	agricultural	ADJ
agb-410	208	14	products	product	NOUN
agb-410	208	15	from	from	ADP
agb-410	208	16	local	local	ADJ
agb-410	208	17	farmers	farmer	NOUN
agb-410	208	18	at	at	ADP
agb-410	208	19	reasonable	reasonable	ADJ
agb-410	208	20	prices	price	NOUN
agb-410	208	21	.	.	PUNCT
agb-410	209	1	beyond	beyond	ADP
agb-410	209	2	modern	modern	ADJ
agb-410	209	3	communication	communication	NOUN
agb-410	209	4	technologies	technology	NOUN
agb-410	209	5	,	,	PUNCT
agb-410	209	6	local	local	ADJ
agb-410	209	7	wisdom	wisdom	NOUN
agb-410	209	8	is	be	AUX
agb-410	209	9	considered	consider	VERB
agb-410	209	10	a	a	DET
agb-410	209	11	vital	vital	ADJ
agb-410	209	12	form	form	NOUN
agb-410	209	13	of	of	ADP
agb-410	209	14	technology	technology	NOUN
agb-410	209	15	for	for	ADP
agb-410	209	16	farmers	farmer	NOUN
agb-410	209	17	.	.	PUNCT
agb-410	210	1	it	it	PRON
agb-410	210	2	represents	represent	VERB
agb-410	210	3	a	a	DET
agb-410	210	4	body	body	NOUN
agb-410	210	5	of	of	ADP
agb-410	210	6	knowledge	knowledge	NOUN
agb-410	210	7	accumulated	accumulate	VERB
agb-410	210	8	over	over	ADP
agb-410	210	9	time	time	NOUN
agb-410	210	10	and	and	CCONJ
agb-410	210	11	inherently	inherently	ADV
agb-410	210	12	accessible	accessible	ADJ
agb-410	210	13	to	to	ADP
agb-410	210	14	farmers	farmer	NOUN
agb-410	210	15	,	,	PUNCT
agb-410	210	16	who	who	PRON
agb-410	210	17	can	can	AUX
agb-410	210	18	utilise	utilise	VERB
agb-410	210	19	it	it	PRON
agb-410	210	20	at	at	ADP
agb-410	210	21	any	any	DET
agb-410	210	22	point	point	NOUN
agb-410	210	23	and	and	CCONJ
agb-410	210	24	further	far	ADV
agb-410	210	25	develop	develop	VERB
agb-410	210	26	it	it	PRON
agb-410	210	27	through	through	ADP
agb-410	210	28	exchanges	exchange	NOUN
agb-410	210	29	or	or	CCONJ
agb-410	210	30	knowledge	knowledge	NOUN
agb-410	210	31	support	support	NOUN
agb-410	210	32	from	from	ADP
agb-410	210	33	relevant	relevant	ADJ
agb-410	210	34	agencies	agency	NOUN
agb-410	210	35	.	.	PUNCT
agb-410	211	1	local	local	ADJ
agb-410	211	2	wisdom	wisdom	NOUN
agb-410	211	3	can	can	AUX
agb-410	211	4	be	be	AUX
agb-410	211	5	applied	apply	VERB
agb-410	211	6	to	to	PART
agb-410	211	7	create	create	VERB
agb-410	211	8	innovative	innovative	ADJ
agb-410	211	9	products	product	NOUN
agb-410	211	10	that	that	PRON
agb-410	211	11	distinguish	distinguish	VERB
agb-410	211	12	agbioforum	agbioforum	NOUN
agb-410	211	13	,	,	PUNCT
agb-410	211	14	26(3	26(3	NUM
agb-410	211	15	)	)	PUNCT
agb-410	211	16	,	,	PUNCT
agb-410	211	17	2024	2024	NUM
agb-410	211	18	|	|	CCONJ
agb-410	211	19	135	135	NUM
agb-410	211	20	thongsrikate	thongsrikate	NOUN
agb-410	211	21	et	et	NOUN
agb-410	211	22	al	al	PROPN
agb-410	211	23	—	—	PUNCT
agb-410	211	24	the	the	DET
agb-410	211	25	model	model	NOUN
agb-410	211	26	of	of	ADP
agb-410	211	27	creative	creative	ADJ
agb-410	211	28	agriculture	agriculture	NOUN
agb-410	211	29	among	among	ADP
agb-410	211	30	farmers	farmer	NOUN
agb-410	211	31	in	in	ADP
agb-410	211	32	chiang	chiang	PROPN
agb-410	211	33	mai	mai	PROPN
agb-410	211	34	city	city	PROPN
agb-410	211	35	themselves	themselves	PRON
agb-410	211	36	from	from	ADP
agb-410	211	37	existing	exist	VERB
agb-410	211	38	offerings	offering	NOUN
agb-410	211	39	.	.	PUNCT
agb-410	212	1	farmers	farmer	NOUN
agb-410	212	2	can	can	AUX
agb-410	212	3	use	use	VERB
agb-410	212	4	local	local	ADJ
agb-410	212	5	knowledge	knowledge	NOUN
agb-410	212	6	and	and	CCONJ
agb-410	212	7	culturally	culturally	ADV
agb-410	212	8	valuable	valuable	ADJ
agb-410	212	9	practices	practice	NOUN
agb-410	212	10	to	to	PART
agb-410	212	11	generate	generate	VERB
agb-410	212	12	added	add	VERB
agb-410	212	13	value	value	NOUN
agb-410	212	14	.	.	PUNCT
agb-410	213	1	this	this	DET
agb-410	213	2	application	application	NOUN
agb-410	213	3	may	may	AUX
agb-410	213	4	involve	involve	VERB
agb-410	213	5	imitating	imitate	VERB
agb-410	213	6	traditional	traditional	ADJ
agb-410	213	7	methods	method	NOUN
agb-410	213	8	or	or	CCONJ
agb-410	213	9	maintaining	maintain	VERB
agb-410	213	10	their	their	PRON
agb-410	213	11	original	original	ADJ
agb-410	213	12	form	form	NOUN
agb-410	213	13	.	.	PUNCT
agb-410	214	1	furthermore	furthermore	ADV
agb-410	214	2	,	,	PUNCT
agb-410	214	3	the	the	DET
agb-410	214	4	use	use	NOUN
agb-410	214	5	of	of	ADP
agb-410	214	6	local	local	ADJ
agb-410	214	7	wisdom	wisdom	NOUN
agb-410	214	8	may	may	AUX
agb-410	214	9	include	include	VERB
agb-410	214	10	adapting	adapt	VERB
agb-410	214	11	techniques	technique	NOUN
agb-410	214	12	and	and	CCONJ
agb-410	214	13	methods	method	NOUN
agb-410	214	14	or	or	CCONJ
agb-410	214	15	modifying	modify	VERB
agb-410	214	16	the	the	DET
agb-410	214	17	characteristics	characteristic	NOUN
agb-410	214	18	,	,	PUNCT
agb-410	214	19	components	component	NOUN
agb-410	214	20	,	,	PUNCT
agb-410	214	21	or	or	CCONJ
agb-410	214	22	structure	structure	NOUN
agb-410	214	23	of	of	ADP
agb-410	214	24	local	local	ADJ
agb-410	214	25	wisdom	wisdom	NOUN
agb-410	214	26	to	to	PART
agb-410	214	27	create	create	VERB
agb-410	214	28	a	a	DET
agb-410	214	29	new	new	ADJ
agb-410	214	30	form	form	NOUN
agb-410	214	31	of	of	ADP
agb-410	214	32	this	this	DET
agb-410	214	33	knowledge	knowledge	NOUN
agb-410	214	34	(	(	PUNCT
agb-410	214	35	adro	adro	PROPN
agb-410	214	36	&	&	CCONJ
agb-410	214	37	fernandes	fernande	NOUN
agb-410	214	38	,	,	PUNCT
agb-410	214	39	2022	2022	NUM
agb-410	214	40	)	)	PUNCT
agb-410	214	41	.	.	PUNCT
agb-410	215	1	in	in	ADP
agb-410	215	2	conclusion	conclusion	NOUN
agb-410	215	3	,	,	PUNCT
agb-410	215	4	the	the	DET
agb-410	215	5	concept	concept	NOUN
agb-410	215	6	of	of	ADP
agb-410	215	7	creative	creative	ADJ
agb-410	215	8	agriculture	agriculture	NOUN
agb-410	215	9	among	among	ADP
agb-410	215	10	farmers	farmer	NOUN
agb-410	215	11	in	in	ADP
agb-410	215	12	chiang	chiang	PROPN
agb-410	215	13	mai	mai	PROPN
agb-410	215	14	city	city	PROPN
agb-410	215	15	is	be	AUX
agb-410	215	16	a	a	DET
agb-410	215	17	key	key	ADJ
agb-410	215	18	initiative	initiative	NOUN
agb-410	215	19	integrated	integrate	VERB
agb-410	215	20	into	into	ADP
agb-410	215	21	the	the	DET
agb-410	215	22	chiang	chiang	PROPN
agb-410	215	23	mai	mai	PROPN
agb-410	215	24	development	development	PROPN
agb-410	215	25	plan	plan	NOUN
agb-410	215	26	for	for	ADP
agb-410	215	27	the	the	DET
agb-410	215	28	years	year	NOUN
agb-410	215	29	2023	2023	NUM
agb-410	215	30	-	-	SYM
agb-410	215	31	2027	2027	NUM
agb-410	215	32	.	.	PUNCT
agb-410	216	1	this	this	PRON
agb-410	216	2	aligns	align	VERB
agb-410	216	3	with	with	ADP
agb-410	216	4	the	the	DET
agb-410	216	5	strategic	strategic	ADJ
agb-410	216	6	direction	direction	NOUN
agb-410	216	7	for	for	ADP
agb-410	216	8	sustainable	sustainable	ADJ
agb-410	216	9	development	development	NOUN
agb-410	216	10	in	in	ADP
agb-410	216	11	northern	northern	ADJ
agb-410	216	12	thailand	thailand	PROPN
agb-410	216	13	.	.	PUNCT
agb-410	217	1	farmers	farmer	NOUN
agb-410	217	2	in	in	ADP
agb-410	217	3	the	the	DET
agb-410	217	4	northern	northern	ADJ
agb-410	217	5	region	region	NOUN
agb-410	217	6	face	face	VERB
agb-410	217	7	several	several	ADJ
agb-410	217	8	challenges	challenge	NOUN
agb-410	217	9	,	,	PUNCT
agb-410	217	10	including	include	VERB
agb-410	217	11	a	a	DET
agb-410	217	12	decline	decline	NOUN
agb-410	217	13	in	in	ADP
agb-410	217	14	agricultural	agricultural	ADJ
agb-410	217	15	landholding	landholding	NOUN
agb-410	217	16	,	,	PUNCT
agb-410	217	17	an	an	DET
agb-410	217	18	agricultural	agricultural	ADJ
agb-410	217	19	system	system	NOUN
agb-410	217	20	that	that	PRON
agb-410	217	21	does	do	AUX
agb-410	217	22	not	not	PART
agb-410	217	23	ensure	ensure	VERB
agb-410	217	24	food	food	NOUN
agb-410	217	25	security	security	NOUN
agb-410	217	26	,	,	PUNCT
agb-410	217	27	an	an	DET
agb-410	217	28	inequitable	inequitable	ADJ
agb-410	217	29	education	education	NOUN
agb-410	217	30	system	system	NOUN
agb-410	217	31	that	that	PRON
agb-410	217	32	fails	fail	VERB
agb-410	217	33	to	to	PART
agb-410	217	34	meet	meet	VERB
agb-410	217	35	local	local	ADJ
agb-410	217	36	needs	need	NOUN
agb-410	217	37	,	,	PUNCT
agb-410	217	38	a	a	DET
agb-410	217	39	lack	lack	NOUN
agb-410	217	40	of	of	ADP
agb-410	217	41	development	development	NOUN
agb-410	217	42	in	in	ADP
agb-410	217	43	community	community	NOUN
agb-410	217	44	economies	economy	NOUN
agb-410	217	45	based	base	VERB
agb-410	217	46	on	on	ADP
agb-410	217	47	ecological	ecological	ADJ
agb-410	217	48	and	and	CCONJ
agb-410	217	49	cultural	cultural	ADJ
agb-410	217	50	resources	resource	NOUN
agb-410	217	51	,	,	PUNCT
agb-410	217	52	and	and	CCONJ
agb-410	217	53	persistently	persistently	ADV
agb-410	217	54	high	high	ADJ
agb-410	217	55	levels	level	NOUN
agb-410	217	56	of	of	ADP
agb-410	217	57	pm	pm	NOUN
agb-410	217	58	pollution	pollution	NOUN
agb-410	217	59	.	.	PUNCT
agb-410	218	1	strategic	strategic	ADJ
agb-410	218	2	development	development	NOUN
agb-410	218	3	should	should	AUX
agb-410	218	4	focus	focus	VERB
agb-410	218	5	on	on	ADP
agb-410	218	6	land	land	NOUN
agb-410	218	7	-	-	PUNCT
agb-410	218	8	use	use	NOUN
agb-410	218	9	management	management	NOUN
agb-410	218	10	,	,	PUNCT
agb-410	218	11	creating	create	VERB
agb-410	218	12	innovations	innovation	NOUN
agb-410	218	13	for	for	ADP
agb-410	218	14	food	food	NOUN
agb-410	218	15	security	security	NOUN
agb-410	218	16	and	and	CCONJ
agb-410	218	17	sustainable	sustainable	ADJ
agb-410	218	18	agriculture	agriculture	NOUN
agb-410	218	19	,	,	PUNCT
agb-410	218	20	educational	educational	ADJ
agb-410	218	21	management	management	NOUN
agb-410	218	22	for	for	ADP
agb-410	218	23	learning	learning	NOUN
agb-410	218	24	and	and	CCONJ
agb-410	218	25	career	career	NOUN
agb-410	218	26	opportunities	opportunity	NOUN
agb-410	218	27	,	,	PUNCT
agb-410	218	28	community	community	NOUN
agb-410	218	29	-	-	PUNCT
agb-410	218	30	supported	support	VERB
agb-410	218	31	economic	economic	ADJ
agb-410	218	32	management	management	NOUN
agb-410	218	33	,	,	PUNCT
agb-410	218	34	welfare	welfare	NOUN
agb-410	218	35	,	,	PUNCT
agb-410	218	36	and	and	CCONJ
agb-410	218	37	the	the	DET
agb-410	218	38	promotion	promotion	NOUN
agb-410	218	39	of	of	ADP
agb-410	218	40	participation	participation	NOUN
agb-410	218	41	in	in	ADP
agb-410	218	42	forest	forest	NOUN
agb-410	218	43	fire	fire	NOUN
agb-410	218	44	and	and	CCONJ
agb-410	218	45	air	air	NOUN
agb-410	218	46	pollution	pollution	NOUN
agb-410	218	47	management	management	NOUN
agb-410	218	48	.	.	PUNCT
agb-410	219	1	therefore	therefore	ADV
agb-410	219	2	,	,	PUNCT
agb-410	219	3	enhancing	enhance	VERB
agb-410	219	4	farmers	farmer	NOUN
agb-410	219	5	'	'	PART
agb-410	219	6	knowledge	knowledge	NOUN
agb-410	219	7	and	and	CCONJ
agb-410	219	8	encouraging	encourage	VERB
agb-410	219	9	them	they	PRON
agb-410	219	10	to	to	PART
agb-410	219	11	apply	apply	VERB
agb-410	219	12	this	this	DET
agb-410	219	13	knowledge	knowledge	NOUN
agb-410	219	14	,	,	PUNCT
agb-410	219	15	along	along	ADP
agb-410	219	16	with	with	ADP
agb-410	219	17	their	their	PRON
agb-410	219	18	accumulated	accumulate	VERB
agb-410	219	19	wisdom	wisdom	NOUN
agb-410	219	20	,	,	PUNCT
agb-410	219	21	to	to	ADP
agb-410	219	22	their	their	PRON
agb-410	219	23	agricultural	agricultural	ADJ
agb-410	219	24	practices	practice	NOUN
agb-410	219	25	,	,	PUNCT
agb-410	219	26	will	will	AUX
agb-410	219	27	drive	drive	VERB
agb-410	219	28	the	the	DET
agb-410	219	29	shift	shift	NOUN
agb-410	219	30	towards	towards	ADP
agb-410	219	31	creative	creative	ADJ
agb-410	219	32	agriculture	agriculture	NOUN
agb-410	219	33	in	in	ADP
agb-410	219	34	chiang	chiang	PROPN
agb-410	219	35	mai	mai	PROPN
agb-410	219	36	city	city	PROPN
agb-410	219	37	.	.	PUNCT
agb-410	220	1	plaiphum	plaiphum	ADJ
agb-410	220	2	and	and	CCONJ
agb-410	220	3	tansuchat	tansuchat	X
agb-410	220	4	(	(	PUNCT
agb-410	220	5	2023	2023	NUM
agb-410	220	6	)	)	PUNCT
agb-410	220	7	assert	assert	VERB
agb-410	220	8	that	that	SCONJ
agb-410	220	9	in	in	ADP
agb-410	220	10	the	the	DET
agb-410	220	11	era	era	NOUN
agb-410	220	12	of	of	ADP
agb-410	220	13	a	a	DET
agb-410	220	14	knowledgebased	knowledgebased	ADJ
agb-410	220	15	society	society	NOUN
agb-410	220	16	and	and	CCONJ
agb-410	220	17	economy	economy	NOUN
agb-410	220	18	,	,	PUNCT
agb-410	220	19	knowledge	knowledge	NOUN
agb-410	220	20	is	be	AUX
agb-410	220	21	a	a	DET
agb-410	220	22	critical	critical	ADJ
agb-410	220	23	asset	asset	NOUN
agb-410	220	24	and	and	CCONJ
agb-410	220	25	a	a	DET
agb-410	220	26	vital	vital	ADJ
agb-410	220	27	factor	factor	NOUN
agb-410	220	28	in	in	ADP
agb-410	220	29	fostering	foster	VERB
agb-410	220	30	innovations	innovation	NOUN
agb-410	220	31	that	that	PRON
agb-410	220	32	drive	drive	VERB
agb-410	220	33	economic	economic	ADJ
agb-410	220	34	,	,	PUNCT
agb-410	220	35	social	social	ADJ
agb-410	220	36	,	,	PUNCT
agb-410	220	37	political	political	ADJ
agb-410	220	38	,	,	PUNCT
agb-410	220	39	and	and	CCONJ
agb-410	220	40	cultural	cultural	ADJ
agb-410	220	41	development	development	NOUN
agb-410	220	42	,	,	PUNCT
agb-410	220	43	enabling	enable	VERB
agb-410	220	44	competitiveness	competitiveness	NOUN
agb-410	220	45	in	in	ADP
agb-410	220	46	a	a	DET
agb-410	220	47	rapidly	rapidly	ADV
agb-410	220	48	changing	change	VERB
agb-410	220	49	world	world	NOUN
agb-410	220	50	.	.	PUNCT
agb-410	221	1	local	local	ADJ
agb-410	221	2	wisdom	wisdom	NOUN
agb-410	221	3	serves	serve	VERB
agb-410	221	4	as	as	ADP
agb-410	221	5	an	an	DET
agb-410	221	6	intellectual	intellectual	ADJ
agb-410	221	7	resource	resource	NOUN
agb-410	221	8	and	and	CCONJ
agb-410	221	9	foundation	foundation	NOUN
agb-410	221	10	for	for	ADP
agb-410	221	11	the	the	DET
agb-410	221	12	creative	creative	ADJ
agb-410	221	13	economy	economy	NOUN
agb-410	221	14	,	,	PUNCT
agb-410	221	15	which	which	PRON
agb-410	221	16	relies	rely	VERB
agb-410	221	17	on	on	ADP
agb-410	221	18	the	the	DET
agb-410	221	19	generation	generation	NOUN
agb-410	221	20	of	of	ADP
agb-410	221	21	goods	good	NOUN
agb-410	221	22	and	and	CCONJ
agb-410	221	23	services	service	NOUN
agb-410	221	24	from	from	ADP
agb-410	221	25	knowledge	knowledge	NOUN
agb-410	221	26	bases	basis	NOUN
agb-410	221	27	and	and	CCONJ
agb-410	221	28	creative	creative	ADJ
agb-410	221	29	ideas	idea	NOUN
agb-410	221	30	derived	derive	VERB
agb-410	221	31	from	from	ADP
agb-410	221	32	intellectual	intellectual	ADJ
agb-410	221	33	capital	capital	NOUN
agb-410	221	34	,	,	PUNCT
agb-410	221	35	including	include	VERB
agb-410	221	36	expertise	expertise	NOUN
agb-410	221	37	,	,	PUNCT
agb-410	221	38	analytical	analytical	ADJ
agb-410	221	39	skills	skill	NOUN
agb-410	221	40	,	,	PUNCT
agb-410	221	41	inspiration	inspiration	NOUN
agb-410	221	42	,	,	PUNCT
agb-410	221	43	job	job	NOUN
agb-410	221	44	satisfaction	satisfaction	NOUN
agb-410	221	45	,	,	PUNCT
agb-410	221	46	and	and	CCONJ
agb-410	221	47	the	the	DET
agb-410	221	48	use	use	NOUN
agb-410	221	49	of	of	ADP
agb-410	221	50	intellectual	intellectual	ADJ
agb-410	221	51	property	property	NOUN
agb-410	221	52	linked	link	VERB
agb-410	221	53	to	to	ADP
agb-410	221	54	cultural	cultural	ADJ
agb-410	221	55	foundations	foundation	NOUN
agb-410	221	56	,	,	PUNCT
agb-410	221	57	societal	societal	ADJ
agb-410	221	58	knowledge	knowledge	NOUN
agb-410	221	59	,	,	PUNCT
agb-410	221	60	and	and	CCONJ
agb-410	221	61	modern	modern	ADJ
agb-410	221	62	technology	technology	NOUN
agb-410	221	63	and	and	CCONJ
agb-410	221	64	innovation	innovation	NOUN
agb-410	221	65	.	.	PUNCT
agb-410	222	1	furthermore	furthermore	ADV
agb-410	222	2	,	,	PUNCT
agb-410	222	3	research	research	NOUN
agb-410	222	4	by	by	ADP
agb-410	222	5	rayamajhee	rayamajhee	PROPN
agb-410	222	6	et	et	PROPN
agb-410	222	7	al	al	PROPN
agb-410	222	8	.	.	PROPN
agb-410	223	1	(	(	PUNCT
agb-410	223	2	2022	2022	NUM
agb-410	223	3	)	)	PUNCT
agb-410	223	4	demonstrates	demonstrate	VERB
agb-410	223	5	that	that	SCONJ
agb-410	223	6	farmers	farmer	NOUN
agb-410	223	7	'	'	PART
agb-410	223	8	innovative	innovative	ADJ
agb-410	223	9	capabilities	capability	NOUN
agb-410	223	10	can	can	AUX
agb-410	223	11	create	create	VERB
agb-410	223	12	a	a	DET
agb-410	223	13	competitive	competitive	ADJ
agb-410	223	14	advantage	advantage	NOUN
agb-410	223	15	by	by	ADP
agb-410	223	16	applying	apply	VERB
agb-410	223	17	innovations	innovation	NOUN
agb-410	223	18	to	to	PART
agb-410	223	19	improve	improve	VERB
agb-410	223	20	efficiency	efficiency	NOUN
agb-410	223	21	and	and	CCONJ
agb-410	223	22	quality	quality	NOUN
agb-410	223	23	in	in	ADP
agb-410	223	24	their	their	PRON
agb-410	223	25	operations	operation	NOUN
agb-410	223	26	or	or	CCONJ
agb-410	223	27	products	product	NOUN
agb-410	223	28	.	.	PUNCT
agb-410	224	1	innovations	innovation	NOUN
agb-410	224	2	in	in	ADP
agb-410	224	3	agriculture	agriculture	NOUN
agb-410	224	4	may	may	AUX
agb-410	224	5	include	include	VERB
agb-410	224	6	forms	form	NOUN
agb-410	224	7	such	such	ADJ
agb-410	224	8	as	as	ADP
agb-410	224	9	integrated	integrated	ADJ
agb-410	224	10	farming	farming	NOUN
agb-410	224	11	,	,	PUNCT
agb-410	224	12	new	new	ADJ
agb-410	224	13	theory	theory	NOUN
agb-410	224	14	agriculture	agriculture	NOUN
agb-410	224	15	,	,	PUNCT
agb-410	224	16	sustainable	sustainable	ADJ
agb-410	224	17	agriculture	agriculture	NOUN
agb-410	224	18	,	,	PUNCT
agb-410	224	19	and	and	CCONJ
agb-410	224	20	creative	creative	ADJ
agb-410	224	21	agriculture	agriculture	NOUN
agb-410	224	22	.	.	PUNCT
agb-410	225	1	conclusion	conclusion	NOUN
agb-410	225	2	the	the	DET
agb-410	225	3	model	model	NOUN
agb-410	225	4	of	of	ADP
agb-410	225	5	creative	creative	ADJ
agb-410	225	6	agriculture	agriculture	NOUN
agb-410	225	7	among	among	ADP
agb-410	225	8	farmers	farmer	NOUN
agb-410	225	9	in	in	ADP
agb-410	225	10	chiang	chiang	PROPN
agb-410	225	11	mai	mai	PROPN
agb-410	225	12	city	city	PROPN
agb-410	225	13	involves	involve	VERB
agb-410	225	14	several	several	ADJ
agb-410	225	15	factors	factor	NOUN
agb-410	225	16	,	,	PUNCT
agb-410	225	17	including	include	VERB
agb-410	225	18	farmers	farmer	NOUN
agb-410	225	19	'	'	PART
agb-410	225	20	demographic	demographic	ADJ
agb-410	225	21	characteristics	characteristic	NOUN
agb-410	225	22	,	,	PUNCT
agb-410	225	23	the	the	DET
agb-410	225	24	attributes	attribute	NOUN
agb-410	225	25	of	of	ADP
agb-410	225	26	their	their	PRON
agb-410	225	27	holdings	holding	NOUN
agb-410	225	28	and	and	CCONJ
agb-410	225	29	farming	farming	NOUN
agb-410	225	30	practices	practice	NOUN
agb-410	225	31	,	,	PUNCT
agb-410	225	32	and	and	CCONJ
agb-410	225	33	various	various	ADJ
agb-410	225	34	agricultural	agricultural	ADJ
agb-410	225	35	practices	practice	NOUN
agb-410	225	36	.	.	PUNCT
agb-410	226	1	younger	young	ADJ
agb-410	226	2	farmers	farmer	NOUN
agb-410	226	3	,	,	PUNCT
agb-410	226	4	particularly	particularly	ADV
agb-410	226	5	those	those	PRON
agb-410	226	6	living	live	VERB
agb-410	226	7	in	in	ADP
agb-410	226	8	extended	extended	ADJ
agb-410	226	9	families	family	NOUN
agb-410	226	10	,	,	PUNCT
agb-410	226	11	tend	tend	VERB
agb-410	226	12	to	to	PART
agb-410	226	13	exhibit	exhibit	VERB
agb-410	226	14	greater	great	ADJ
agb-410	226	15	creativity	creativity	NOUN
agb-410	226	16	due	due	ADP
agb-410	226	17	to	to	ADP
agb-410	226	18	their	their	PRON
agb-410	226	19	better	well	ADJ
agb-410	226	20	adaptation	adaptation	NOUN
agb-410	226	21	to	to	ADP
agb-410	226	22	technology	technology	NOUN
agb-410	226	23	compared	compare	VERB
agb-410	226	24	to	to	ADP
agb-410	226	25	older	old	ADJ
agb-410	226	26	farmers	farmer	NOUN
agb-410	226	27	.	.	PUNCT
agb-410	227	1	living	live	VERB
agb-410	227	2	in	in	ADP
agb-410	227	3	extended	extended	ADJ
agb-410	227	4	families	family	NOUN
agb-410	227	5	provides	provide	VERB
agb-410	227	6	a	a	DET
agb-410	227	7	platform	platform	NOUN
agb-410	227	8	for	for	ADP
agb-410	227	9	the	the	DET
agb-410	227	10	exchange	exchange	NOUN
agb-410	227	11	of	of	ADP
agb-410	227	12	ideas	idea	NOUN
agb-410	227	13	and	and	CCONJ
agb-410	227	14	mutual	mutual	ADJ
agb-410	227	15	support	support	NOUN
agb-410	227	16	in	in	ADP
agb-410	227	17	experimenting	experiment	VERB
agb-410	227	18	with	with	ADP
agb-410	227	19	different	different	ADJ
agb-410	227	20	farming	farming	NOUN
agb-410	227	21	methods	method	NOUN
agb-410	227	22	.	.	PUNCT
agb-410	228	1	the	the	DET
agb-410	228	2	ageing	age	VERB
agb-410	228	3	farmer	farmer	NOUN
agb-410	228	4	population	population	NOUN
agb-410	228	5	is	be	AUX
agb-410	228	6	a	a	DET
agb-410	228	7	significant	significant	ADJ
agb-410	228	8	issue	issue	NOUN
agb-410	228	9	in	in	ADP
agb-410	228	10	regions	region	NOUN
agb-410	228	11	like	like	ADP
agb-410	228	12	thailand	thailand	PROPN
agb-410	228	13	,	,	PUNCT
agb-410	228	14	as	as	SCONJ
agb-410	228	15	it	it	PRON
agb-410	228	16	directly	directly	ADV
agb-410	228	17	impacts	impact	VERB
agb-410	228	18	agricultural	agricultural	ADJ
agb-410	228	19	labour	labour	NOUN
agb-410	228	20	and	and	CCONJ
agb-410	228	21	may	may	AUX
agb-410	228	22	consequently	consequently	ADV
agb-410	228	23	affect	affect	VERB
agb-410	228	24	the	the	DET
agb-410	228	25	country	country	NOUN
agb-410	228	26	's	's	PART
agb-410	228	27	gross	gross	ADJ
agb-410	228	28	domestic	domestic	ADJ
agb-410	228	29	product	product	NOUN
agb-410	228	30	(	(	PUNCT
agb-410	228	31	gdp	gdp	NOUN
agb-410	228	32	)	)	PUNCT
agb-410	228	33	.	.	PUNCT
agb-410	229	1	regarding	regard	VERB
agb-410	229	2	the	the	DET
agb-410	229	3	characteristics	characteristic	NOUN
agb-410	229	4	of	of	ADP
agb-410	229	5	farming	farming	NOUN
agb-410	229	6	holdings	holding	NOUN
agb-410	229	7	and	and	CCONJ
agb-410	229	8	practices	practice	NOUN
agb-410	229	9	,	,	PUNCT
agb-410	229	10	key	key	ADJ
agb-410	229	11	elements	element	NOUN
agb-410	229	12	include	include	VERB
agb-410	229	13	the	the	DET
agb-410	229	14	size	size	NOUN
agb-410	229	15	of	of	ADP
agb-410	229	16	agricultural	agricultural	ADJ
agb-410	229	17	areas	area	NOUN
agb-410	229	18	,	,	PUNCT
agb-410	229	19	membership	membership	NOUN
agb-410	229	20	in	in	ADP
agb-410	229	21	agricultural	agricultural	ADJ
agb-410	229	22	groups	group	NOUN
agb-410	229	23	or	or	CCONJ
agb-410	229	24	organisations	organisation	NOUN
agb-410	229	25	,	,	PUNCT
agb-410	229	26	debt	debt	NOUN
agb-410	229	27	burden	burden	NOUN
agb-410	229	28	resulting	result	VERB
agb-410	229	29	from	from	ADP
agb-410	229	30	farming	farming	NOUN
agb-410	229	31	activities	activity	NOUN
agb-410	229	32	,	,	PUNCT
agb-410	229	33	agricultural	agricultural	ADJ
agb-410	229	34	promotions	promotion	NOUN
agb-410	229	35	,	,	PUNCT
agb-410	229	36	participation	participation	NOUN
agb-410	229	37	in	in	ADP
agb-410	229	38	social	social	ADJ
agb-410	229	39	activities	activity	NOUN
agb-410	229	40	,	,	PUNCT
agb-410	229	41	preferred	preferred	ADJ
agb-410	229	42	farming	farming	NOUN
agb-410	229	43	practices	practice	NOUN
agb-410	229	44	,	,	PUNCT
agb-410	229	45	and	and	CCONJ
agb-410	229	46	farmers	farmer	NOUN
agb-410	229	47	'	'	PART
agb-410	229	48	operational	operational	ADJ
agb-410	229	49	and	and	CCONJ
agb-410	229	50	production	production	NOUN
agb-410	229	51	management	management	NOUN
agb-410	229	52	skills	skill	NOUN
agb-410	229	53	.	.	PUNCT
agb-410	230	1	successful	successful	ADJ
agb-410	230	2	farmers	farmer	NOUN
agb-410	230	3	demonstrate	demonstrate	VERB
agb-410	230	4	strong	strong	ADJ
agb-410	230	5	management	management	NOUN
agb-410	230	6	skills	skill	NOUN
agb-410	230	7	and	and	CCONJ
agb-410	230	8	the	the	DET
agb-410	230	9	ability	ability	NOUN
agb-410	230	10	to	to	PART
agb-410	230	11	apply	apply	VERB
agb-410	230	12	modern	modern	ADJ
agb-410	230	13	technologies	technology	NOUN
agb-410	230	14	to	to	PART
agb-410	230	15	improve	improve	VERB
agb-410	230	16	their	their	PRON
agb-410	230	17	practices	practice	NOUN
agb-410	230	18	.	.	PUNCT
agb-410	231	1	this	this	PRON
agb-410	231	2	includes	include	VERB
agb-410	231	3	utilising	utilise	VERB
agb-410	231	4	media	medium	NOUN
agb-410	231	5	,	,	PUNCT
agb-410	231	6	agricultural	agricultural	ADJ
agb-410	231	7	technologies	technology	NOUN
agb-410	231	8	,	,	PUNCT
agb-410	231	9	and	and	CCONJ
agb-410	231	10	expanding	expand	VERB
agb-410	231	11	distribution	distribution	NOUN
agb-410	231	12	channels	channel	NOUN
agb-410	231	13	through	through	ADP
agb-410	231	14	online	online	ADJ
agb-410	231	15	platforms	platform	NOUN
agb-410	231	16	.	.	PUNCT
agb-410	232	1	simultaneously	simultaneously	ADV
agb-410	232	2	,	,	PUNCT
agb-410	232	3	farmers	farmer	NOUN
agb-410	232	4	must	must	AUX
agb-410	232	5	focus	focus	VERB
agb-410	232	6	on	on	ADP
agb-410	232	7	developing	develop	VERB
agb-410	232	8	essential	essential	ADJ
agb-410	232	9	skills	skill	NOUN
agb-410	232	10	,	,	PUNCT
agb-410	232	11	knowledge	knowledge	NOUN
agb-410	232	12	,	,	PUNCT
agb-410	232	13	entrepreneurship	entrepreneurship	NOUN
agb-410	232	14	,	,	PUNCT
agb-410	232	15	and	and	CCONJ
agb-410	232	16	familiarity	familiarity	NOUN
agb-410	232	17	with	with	ADP
agb-410	232	18	modern	modern	ADJ
agb-410	232	19	farming	farming	NOUN
agb-410	232	20	tools	tool	NOUN
agb-410	232	21	.	.	PUNCT
agb-410	233	1	these	these	PRON
agb-410	233	2	are	be	AUX
agb-410	233	3	crucial	crucial	ADJ
agb-410	233	4	for	for	ADP
agb-410	233	5	fostering	foster	VERB
agb-410	233	6	agricultural	agricultural	ADJ
agb-410	233	7	innovation	innovation	NOUN
agb-410	233	8	and	and	CCONJ
agb-410	233	9	ensuring	ensure	VERB
agb-410	233	10	sustainability	sustainability	NOUN
agb-410	233	11	.	.	PUNCT
agb-410	234	1	the	the	DET
agb-410	234	2	creative	creative	ADJ
agb-410	234	3	agriculture	agriculture	NOUN
agb-410	234	4	approach	approach	NOUN
agb-410	234	5	in	in	ADP
agb-410	234	6	chiang	chiang	PROPN
agb-410	234	7	mai	mai	PROPN
agb-410	234	8	province	province	PROPN
agb-410	234	9	serves	serve	VERB
agb-410	234	10	as	as	ADP
agb-410	234	11	a	a	DET
agb-410	234	12	strategy	strategy	NOUN
agb-410	234	13	that	that	PRON
agb-410	234	14	enables	enable	VERB
agb-410	234	15	farmers	farmer	NOUN
agb-410	234	16	to	to	PART
agb-410	234	17	create	create	VERB
agb-410	234	18	a	a	DET
agb-410	234	19	path	path	NOUN
agb-410	234	20	to	to	ADP
agb-410	234	21	self	self	NOUN
agb-410	234	22	-	-	PUNCT
agb-410	234	23	reliance	reliance	NOUN
agb-410	234	24	.	.	PUNCT
agb-410	235	1	this	this	DET
agb-410	235	2	approach	approach	NOUN
agb-410	235	3	aligns	align	VERB
agb-410	235	4	with	with	ADP
agb-410	235	5	the	the	DET
agb-410	235	6	chiang	chiang	PROPN
agb-410	235	7	mai	mai	PROPN
agb-410	235	8	provincial	provincial	PROPN
agb-410	235	9	development	development	NOUN
agb-410	235	10	plan	plan	NOUN
agb-410	235	11	for	for	ADP
agb-410	235	12	2023	2023	NUM
agb-410	235	13	-	-	SYM
agb-410	235	14	2027	2027	NUM
agb-410	235	15	,	,	PUNCT
agb-410	235	16	which	which	PRON
agb-410	235	17	seeks	seek	VERB
agb-410	235	18	to	to	PART
agb-410	235	19	empower	empower	VERB
agb-410	235	20	farmers	farmer	NOUN
agb-410	235	21	to	to	PART
agb-410	235	22	become	become	VERB
agb-410	235	23	self	self	NOUN
agb-410	235	24	-	-	PUNCT
agb-410	235	25	sufficient	sufficient	ADJ
agb-410	235	26	through	through	ADP
agb-410	235	27	cultural	cultural	ADJ
agb-410	235	28	ecology	ecology	NOUN
agb-410	235	29	and	and	CCONJ
agb-410	235	30	resource	resource	NOUN
agb-410	235	31	management	management	NOUN
agb-410	235	32	,	,	PUNCT
agb-410	235	33	in	in	ADP
agb-410	235	34	line	line	NOUN
agb-410	235	35	with	with	ADP
agb-410	235	36	sustainable	sustainable	ADJ
agb-410	235	37	development	development	NOUN
agb-410	235	38	goals	goal	NOUN
agb-410	235	39	.	.	PUNCT
agb-410	236	1	promoting	promote	VERB
agb-410	236	2	creativity	creativity	NOUN
agb-410	236	3	among	among	ADP
agb-410	236	4	farmers	farmer	NOUN
agb-410	236	5	through	through	ADP
agb-410	236	6	the	the	DET
agb-410	236	7	integration	integration	NOUN
agb-410	236	8	of	of	ADP
agb-410	236	9	knowledge	knowledge	NOUN
agb-410	236	10	,	,	PUNCT
agb-410	236	11	wisdom	wisdom	NOUN
agb-410	236	12	,	,	PUNCT
agb-410	236	13	and	and	CCONJ
agb-410	236	14	cultural	cultural	ADJ
agb-410	236	15	practices	practice	NOUN
agb-410	236	16	,	,	PUNCT
agb-410	236	17	while	while	SCONJ
agb-410	236	18	incorporating	incorporate	VERB
agb-410	236	19	modern	modern	ADJ
agb-410	236	20	technology	technology	NOUN
agb-410	236	21	in	in	ADP
agb-410	236	22	agriculture	agriculture	NOUN
agb-410	236	23	,	,	PUNCT
agb-410	236	24	processing	processing	NOUN
agb-410	236	25	,	,	PUNCT
agb-410	236	26	and	and	CCONJ
agb-410	236	27	the	the	DET
agb-410	236	28	production	production	NOUN
agb-410	236	29	of	of	ADP
agb-410	236	30	innovative	innovative	ADJ
agb-410	236	31	agricultural	agricultural	ADJ
agb-410	236	32	products	product	NOUN
agb-410	236	33	and	and	CCONJ
agb-410	236	34	services	service	NOUN
agb-410	236	35	,	,	PUNCT
agb-410	236	36	will	will	AUX
agb-410	236	37	contribute	contribute	VERB
agb-410	236	38	to	to	ADP
agb-410	236	39	economic	economic	ADJ
agb-410	236	40	recovery	recovery	NOUN
agb-410	236	41	,	,	PUNCT
agb-410	236	42	social	social	ADJ
agb-410	236	43	wellbeing	wellbeing	NOUN
agb-410	236	44	,	,	PUNCT
agb-410	236	45	and	and	CCONJ
agb-410	236	46	sustainability	sustainability	NOUN
agb-410	236	47	in	in	ADP
agb-410	236	48	the	the	DET
agb-410	236	49	agricultural	agricultural	ADJ
agb-410	236	50	sector	sector	NOUN
agb-410	236	51	.	.	PUNCT
agb-410	237	1	this	this	PRON
agb-410	237	2	,	,	PUNCT
agb-410	237	3	in	in	ADP
agb-410	237	4	turn	turn	NOUN
agb-410	237	5	,	,	PUNCT
agb-410	237	6	will	will	AUX
agb-410	237	7	enhance	enhance	VERB
agb-410	237	8	competitiveness	competitiveness	NOUN
agb-410	237	9	in	in	ADP
agb-410	237	10	the	the	DET
agb-410	237	11	ever	ever	ADV
agb-410	237	12	-	-	PUNCT
agb-410	237	13	evolving	evolve	VERB
agb-410	237	14	agricultural	agricultural	ADJ
agb-410	237	15	landscape	landscape	NOUN
agb-410	237	16	.	.	PUNCT
agb-410	238	1	recommendations	recommendation	NOUN
agb-410	238	2	1	1	NUM
agb-410	238	3	.	.	PUNCT
agb-410	239	1	the	the	DET
agb-410	239	2	implementation	implementation	NOUN
agb-410	239	3	of	of	ADP
agb-410	239	4	the	the	DET
agb-410	239	5	creative	creative	ADJ
agb-410	239	6	agricultural	agricultural	ADJ
agb-410	239	7	model	model	NOUN
agb-410	239	8	employed	employ	VERB
agb-410	239	9	by	by	ADP
agb-410	239	10	farmers	farmer	NOUN
agb-410	239	11	in	in	ADP
agb-410	239	12	chiang	chiang	PROPN
agb-410	239	13	mai	mai	PROPN
agb-410	239	14	province	province	PROPN
agb-410	239	15	in	in	ADP
agb-410	239	16	other	other	ADJ
agb-410	239	17	regions	region	NOUN
agb-410	239	18	necessitates	necessitate	VERB
agb-410	239	19	a	a	DET
agb-410	239	20	thorough	thorough	ADJ
agb-410	239	21	consideration	consideration	NOUN
agb-410	239	22	of	of	ADP
agb-410	239	23	the	the	DET
agb-410	239	24	local	local	ADJ
agb-410	239	25	context	context	NOUN
agb-410	239	26	,	,	PUNCT
agb-410	239	27	conditions	condition	NOUN
agb-410	239	28	,	,	PUNCT
agb-410	239	29	components	component	NOUN
agb-410	239	30	,	,	PUNCT
agb-410	239	31	and	and	CCONJ
agb-410	239	32	the	the	DET
agb-410	239	33	potential	potential	NOUN
agb-410	239	34	of	of	ADP
agb-410	239	35	farmers	farmer	NOUN
agb-410	239	36	in	in	ADP
agb-410	239	37	those	those	DET
agb-410	239	38	areas	area	NOUN
agb-410	239	39	.	.	PUNCT
agb-410	240	1	2	2	X
agb-410	240	2	.	.	X
agb-410	240	3	relevant	relevant	ADJ
agb-410	240	4	agencies	agency	NOUN
agb-410	240	5	should	should	AUX
agb-410	240	6	provide	provide	VERB
agb-410	240	7	support	support	NOUN
agb-410	240	8	for	for	ADP
agb-410	240	9	the	the	DET
agb-410	240	10	creative	creative	ADJ
agb-410	240	11	agricultural	agricultural	ADJ
agb-410	240	12	practices	practice	NOUN
agb-410	240	13	of	of	ADP
agb-410	240	14	farmers	farmer	NOUN
agb-410	240	15	,	,	PUNCT
agb-410	240	16	both	both	PRON
agb-410	240	17	broadly	broadly	ADV
agb-410	240	18	and	and	CCONJ
agb-410	240	19	in	in	ADP
agb-410	240	20	specific	specific	ADJ
agb-410	240	21	innovative	innovative	ADJ
agb-410	240	22	forms	form	NOUN
agb-410	240	23	,	,	PUNCT
agb-410	240	24	in	in	ADP
agb-410	240	25	order	order	NOUN
agb-410	240	26	to	to	PART
agb-410	240	27	motivate	motivate	VERB
agb-410	240	28	farmers	farmer	NOUN
agb-410	240	29	to	to	PART
agb-410	240	30	develop	develop	VERB
agb-410	240	31	agricultural	agricultural	ADJ
agb-410	240	32	products	product	NOUN
agb-410	240	33	in	in	ADP
agb-410	240	34	novel	novel	ADJ
agb-410	240	35	ways	way	NOUN
agb-410	240	36	and	and	CCONJ
agb-410	240	37	ensure	ensure	VERB
agb-410	240	38	long	long	ADJ
agb-410	240	39	-	-	PUNCT
agb-410	240	40	term	term	NOUN
agb-410	240	41	stability	stability	NOUN
agb-410	240	42	in	in	ADP
agb-410	240	43	agricultural	agricultural	ADJ
agb-410	240	44	production	production	NOUN
agb-410	240	45	.	.	PUNCT
agb-410	241	1	3	3	X
agb-410	241	2	.	.	X
agb-410	241	3	farmers	farmer	NOUN
agb-410	241	4	should	should	AUX
agb-410	241	5	be	be	AUX
agb-410	241	6	encouraged	encourage	VERB
agb-410	241	7	to	to	PART
agb-410	241	8	adopt	adopt	VERB
agb-410	241	9	and	and	CCONJ
agb-410	241	10	utilise	utilise	VERB
agb-410	241	11	modern	modern	ADJ
agb-410	241	12	technologies	technology	NOUN
agb-410	241	13	in	in	ADP
agb-410	241	14	their	their	PRON
agb-410	241	15	agricultural	agricultural	ADJ
agb-410	241	16	practices	practice	NOUN
agb-410	241	17	,	,	PUNCT
agb-410	241	18	as	as	ADV
agb-410	241	19	well	well	ADV
agb-410	241	20	as	as	ADP
agb-410	241	21	to	to	PART
agb-410	241	22	engage	engage	VERB
agb-410	241	23	in	in	ADP
agb-410	241	24	the	the	DET
agb-410	241	25	online	online	ADJ
agb-410	241	26	distribution	distribution	NOUN
agb-410	241	27	of	of	ADP
agb-410	241	28	agricultural	agricultural	ADJ
agb-410	241	29	products	product	NOUN
agb-410	241	30	.	.	PUNCT
agb-410	242	1	acknowledgments	acknowledgment	NOUN
agb-410	242	2	this	this	DET
agb-410	242	3	work	work	NOUN
agb-410	242	4	(	(	PUNCT
agb-410	242	5	grant	grant	VERB
agb-410	242	6	no	no	INTJ
agb-410	242	7	.	.	PUNCT
agb-410	243	1	rgns	rgn	VERB
agb-410	243	2	65	65	NUM
agb-410	243	3	-	-	SYM
agb-410	243	4	226	226	NUM
agb-410	243	5	)	)	PUNCT
agb-410	243	6	was	be	AUX
agb-410	243	7	supported	support	VERB
agb-410	243	8	by	by	ADP
agb-410	243	9	office	office	NOUN
agb-410	243	10	of	of	ADP
agb-410	243	11	the	the	DET
agb-410	243	12	permanent	permanent	ADJ
agb-410	243	13	secretary	secretary	NOUN
agb-410	243	14	,	,	PUNCT
agb-410	243	15	ministry	ministry	PROPN
agb-410	243	16	of	of	ADP
agb-410	243	17	higher	high	ADJ
agb-410	243	18	education	education	NOUN
agb-410	243	19	,	,	PUNCT
agb-410	243	20	science	science	NOUN
agb-410	243	21	,	,	PUNCT
agb-410	243	22	research	research	NOUN
agb-410	243	23	and	and	CCONJ
agb-410	243	24	innovation	innovation	NOUN
agb-410	243	25	(	(	PUNCT
agb-410	243	26	ops	op	NOUN
agb-410	243	27	mhesi	mhesi	PROPN
agb-410	243	28	)	)	PUNCT
agb-410	243	29	,	,	PUNCT
agb-410	243	30	thailand	thailand	PROPN
agb-410	243	31	science	science	PROPN
agb-410	243	32	research	research	PROPN
agb-410	243	33	and	and	CCONJ
agb-410	243	34	innovation	innovation	NOUN
agb-410	243	35	(	(	PUNCT
agb-410	243	36	tsri	tsri	ADJ
agb-410	243	37	)	)	PUNCT
agb-410	243	38	and	and	CCONJ
agb-410	243	39	maejo	maejo	PROPN
agb-410	243	40	university	university	PROPN
agb-410	243	41	.	.	PUNCT
agb-410	244	1	references	reference	NOUN
agb-410	244	2	abiri	abiri	PROPN
agb-410	244	3	,	,	PUNCT
agb-410	244	4	r.	r.	PROPN
agb-410	244	5	,	,	PUNCT
agb-410	244	6	rizan	rizan	ADJ
agb-410	244	7	,	,	PUNCT
agb-410	244	8	n.	n.	NOUN
agb-410	244	9	,	,	PUNCT
agb-410	244	10	balasundram	balasundram	PROPN
agb-410	244	11	,	,	PUNCT
agb-410	244	12	s.	s.	PROPN
agb-410	244	13	k.	k.	PROPN
agb-410	244	14	,	,	PUNCT
agb-410	244	15	shahbazi	shahbazi	PROPN
agb-410	244	16	,	,	PUNCT
agb-410	244	17	a.	a.	PROPN
agb-410	244	18	b.	b.	PROPN
agb-410	244	19	,	,	PUNCT
agb-410	244	20	&	&	CCONJ
agb-410	244	21	abdul	abdul	PROPN
agb-410	244	22	-	-	PUNCT
agb-410	244	23	hamid	hamid	PROPN
agb-410	244	24	,	,	PUNCT
agb-410	244	25	h.	h.	PROPN
agb-410	244	26	(	(	PUNCT
agb-410	244	27	2023	2023	NUM
agb-410	244	28	)	)	PUNCT
agb-410	244	29	.	.	PUNCT
agb-410	245	1	application	application	NOUN
agb-410	245	2	of	of	ADP
agb-410	245	3	agbioforum	agbioforum	NOUN
agb-410	245	4	,	,	PUNCT
agb-410	245	5	26(3	26(3	NUM
agb-410	245	6	)	)	PUNCT
agb-410	245	7	,	,	PUNCT
agb-410	245	8	2024	2024	NUM
agb-410	245	9	|	|	NOUN
agb-410	245	10	136	136	NUM
agb-410	245	11	thongsrikate	thongsrikate	NOUN
agb-410	245	12	et	et	NOUN
agb-410	245	13	al	al	PROPN
agb-410	245	14	—	—	PUNCT
agb-410	245	15	the	the	DET
agb-410	245	16	model	model	NOUN
agb-410	245	17	of	of	ADP
agb-410	245	18	creative	creative	ADJ
agb-410	245	19	agriculture	agriculture	NOUN
agb-410	245	20	among	among	ADP
agb-410	245	21	farmers	farmer	NOUN
agb-410	245	22	in	in	ADP
agb-410	245	23	chiang	chiang	PROPN
agb-410	245	24	mai	mai	PROPN
agb-410	245	25	city	city	PROPN
agb-410	245	26	digital	digital	PROPN
agb-410	245	27	technologies	technology	NOUN
agb-410	245	28	for	for	ADP
agb-410	245	29	ensuring	ensure	VERB
agb-410	245	30	agricultural	agricultural	ADJ
agb-410	245	31	productivity	productivity	NOUN
agb-410	245	32	.	.	PUNCT
agb-410	246	1	heliyon	heliyon	NOUN
agb-410	246	2	,	,	PUNCT
agb-410	246	3	9(12	9(12	NUM
agb-410	246	4	)	)	PUNCT
agb-410	246	5	,	,	PUNCT
agb-410	246	6	e22601	e22601	NOUN
agb-410	246	7	.	.	PUNCT
agb-410	247	1	doi	doi	PROPN
agb-410	247	2	:	:	PUNCT
agb-410	247	3	https://	https://	PROPN
agb-410	247	4	doi.org/10.1016/j.heliyon.2023.e22601	doi.org/10.1016/j.heliyon.2023.e22601	PROPN
agb-410	247	5	adro	adro	PROPN
agb-410	247	6	,	,	PUNCT
agb-410	247	7	f.	f.	PROPN
agb-410	247	8	d.	d.	PROPN
agb-410	247	9	,	,	PUNCT
agb-410	247	10	&	&	CCONJ
agb-410	247	11	fernandes	fernandes	PROPN
agb-410	247	12	,	,	PUNCT
agb-410	247	13	c.	c.	PROPN
agb-410	247	14	(	(	PUNCT
agb-410	247	15	2022	2022	NUM
agb-410	247	16	)	)	PUNCT
agb-410	247	17	.	.	PUNCT
agb-410	248	1	social	social	ADJ
agb-410	248	2	entrepreneurship	entrepreneurship	NOUN
agb-410	248	3	and	and	CCONJ
agb-410	248	4	social	social	ADJ
agb-410	248	5	innovation	innovation	NOUN
agb-410	248	6	:	:	PUNCT
agb-410	248	7	looking	look	VERB
agb-410	248	8	inside	inside	ADP
agb-410	248	9	the	the	DET
agb-410	248	10	box	box	NOUN
agb-410	248	11	and	and	CCONJ
agb-410	248	12	moving	move	VERB
agb-410	248	13	out	out	ADP
agb-410	248	14	of	of	ADP
agb-410	248	15	it	it	PRON
agb-410	248	16	.	.	PUNCT
agb-410	249	1	innovation	innovation	NOUN
agb-410	249	2	:	:	PUNCT
agb-410	249	3	the	the	DET
agb-410	249	4	european	european	PROPN
agb-410	249	5	journal	journal	PROPN
agb-410	249	6	of	of	ADP
agb-410	249	7	social	social	ADJ
agb-410	249	8	science	science	NOUN
agb-410	249	9	research	research	NOUN
agb-410	249	10	,	,	PUNCT
agb-410	249	11	35(4	35(4	NUM
agb-410	249	12	)	)	PUNCT
agb-410	249	13	,	,	PUNCT
agb-410	249	14	704	704	NUM
agb-410	249	15	-	-	SYM
agb-410	249	16	730	730	NUM
agb-410	249	17	.	.	PUNCT
agb-410	250	1	doi	doi	NOUN
agb-410	250	2	:	:	PUNCT
agb-410	250	3	https://doi.org/10.1080/13511610.2020.1870441	https://doi.org/10.1080/13511610.2020.1870441	PROPN
agb-410	251	1	cheng	cheng	PROPN
agb-410	251	2	,	,	PUNCT
agb-410	251	3	c.	c.	PROPN
agb-410	251	4	,	,	PUNCT
agb-410	251	5	gao	gao	PROPN
agb-410	251	6	,	,	PUNCT
agb-410	251	7	q.	q.	PROPN
agb-410	251	8	,	,	PUNCT
agb-410	251	9	ju	ju	PROPN
agb-410	251	10	,	,	PUNCT
agb-410	251	11	k.	k.	PROPN
agb-410	251	12	,	,	PUNCT
agb-410	251	13	&	&	CCONJ
agb-410	251	14	ma	ma	PROPN
agb-410	251	15	,	,	PUNCT
agb-410	251	16	y.	y.	PROPN
agb-410	251	17	(	(	PUNCT
agb-410	251	18	2024	2024	NUM
agb-410	251	19	)	)	PUNCT
agb-410	251	20	.	.	PUNCT
agb-410	252	1	how	how	SCONJ
agb-410	252	2	digital	digital	ADJ
agb-410	252	3	skills	skill	NOUN
agb-410	252	4	affect	affect	VERB
agb-410	252	5	farmers	farmer	NOUN
agb-410	252	6	’	’	PART
agb-410	252	7	agricultural	agricultural	ADJ
agb-410	252	8	entrepreneurship	entrepreneurship	NOUN
agb-410	252	9	?	?	PUNCT
agb-410	253	1	an	an	DET
agb-410	253	2	explanation	explanation	NOUN
agb-410	253	3	from	from	ADP
agb-410	253	4	factor	factor	NOUN
agb-410	253	5	availability	availability	NOUN
agb-410	253	6	.	.	PUNCT
agb-410	254	1	journal	journal	PROPN
agb-410	254	2	of	of	ADP
agb-410	254	3	innovation	innovation	NOUN
agb-410	254	4	&	&	CCONJ
agb-410	254	5	knowledge	knowledge	PROPN
agb-410	254	6	,	,	PUNCT
agb-410	254	7	9(2	9(2	NUM
agb-410	254	8	)	)	PUNCT
agb-410	254	9	,	,	PUNCT
agb-410	254	10	100477	100477	NUM
agb-410	254	11	.	.	PUNCT
agb-410	255	1	doi	doi	NOUN
agb-410	255	2	:	:	PUNCT
agb-410	255	3	https://doi.org/10.1016/j.jik.2024.100477	https://doi.org/10.1016/j.jik.2024.100477	PROPN
agb-410	255	4	choruma	choruma	NOUN
agb-410	255	5	,	,	PUNCT
agb-410	255	6	d.	d.	PROPN
agb-410	255	7	j.	j.	PROPN
agb-410	255	8	,	,	PUNCT
agb-410	255	9	dirwai	dirwai	PROPN
agb-410	255	10	,	,	PUNCT
agb-410	255	11	t.	t.	PROPN
agb-410	255	12	l.	l.	PROPN
agb-410	255	13	,	,	PUNCT
agb-410	255	14	mutenje	mutenje	PROPN
agb-410	255	15	,	,	PUNCT
agb-410	255	16	m.	m.	NOUN
agb-410	255	17	j.	j.	PROPN
agb-410	255	18	,	,	PUNCT
agb-410	255	19	mustafa	mustafa	PROPN
agb-410	255	20	,	,	PUNCT
agb-410	255	21	m.	m.	NOUN
agb-410	255	22	,	,	PUNCT
agb-410	255	23	chimonyo	chimonyo	NOUN
agb-410	255	24	,	,	PUNCT
agb-410	255	25	v.	v.	PROPN
agb-410	255	26	g.	g.	PROPN
agb-410	255	27	p.	p.	PROPN
agb-410	255	28	,	,	PUNCT
agb-410	255	29	jacobs	jacobs	PROPN
agb-410	255	30	-	-	PUNCT
agb-410	255	31	mata	mata	PROPN
agb-410	255	32	,	,	PUNCT
agb-410	255	33	i.	i.	PROPN
agb-410	255	34	,	,	PUNCT
agb-410	255	35	et	et	PROPN
agb-410	255	36	al	al	PROPN
agb-410	255	37	.	.	PUNCT
agb-410	255	38	(	(	PUNCT
agb-410	255	39	2024	2024	NUM
agb-410	255	40	)	)	PUNCT
agb-410	255	41	.	.	PUNCT
agb-410	256	1	digitalisation	digitalisation	NOUN
agb-410	256	2	in	in	ADP
agb-410	256	3	agriculture	agriculture	NOUN
agb-410	256	4	:	:	PUNCT
agb-410	256	5	a	a	DET
agb-410	256	6	scoping	scope	VERB
agb-410	256	7	review	review	NOUN
agb-410	256	8	of	of	ADP
agb-410	256	9	technologies	technology	NOUN
agb-410	256	10	in	in	ADP
agb-410	256	11	practice	practice	NOUN
agb-410	256	12	,	,	PUNCT
agb-410	256	13	challenges	challenge	NOUN
agb-410	256	14	,	,	PUNCT
agb-410	256	15	and	and	CCONJ
agb-410	256	16	opportunities	opportunity	NOUN
agb-410	256	17	for	for	ADP
agb-410	256	18	smallholder	smallholder	NOUN
agb-410	256	19	farmers	farmer	NOUN
agb-410	256	20	in	in	ADP
agb-410	256	21	sub	sub	ADJ
agb-410	256	22	-	-	ADJ
agb-410	256	23	saharan	saharan	ADJ
agb-410	256	24	africa	africa	PROPN
agb-410	256	25	.	.	PUNCT
agb-410	257	1	journal	journal	PROPN
agb-410	257	2	of	of	ADP
agb-410	257	3	agriculture	agriculture	NOUN
agb-410	257	4	and	and	CCONJ
agb-410	257	5	food	food	NOUN
agb-410	257	6	research	research	NOUN
agb-410	257	7	,	,	PUNCT
agb-410	257	8	18	18	NUM
agb-410	257	9	,	,	PUNCT
agb-410	257	10	101286	101286	NUM
agb-410	257	11	.	.	PUNCT
agb-410	258	1	doi	doi	NOUN
agb-410	258	2	:	:	PUNCT
agb-410	258	3	https://doi.org/10.1016/j.jafr.2024.101286	https://doi.org/10.1016/j.jafr.2024.101286	ADJ
agb-410	258	4	cronbach	cronbach	NOUN
agb-410	258	5	,	,	PUNCT
agb-410	258	6	l.	l.	PROPN
agb-410	258	7	j.	j.	PROPN
agb-410	258	8	,	,	PUNCT
agb-410	258	9	&	&	CCONJ
agb-410	258	10	shavelson	shavelson	PROPN
agb-410	258	11	,	,	PUNCT
agb-410	258	12	r.	r.	PROPN
agb-410	258	13	j.	j.	PROPN
agb-410	258	14	(	(	PUNCT
agb-410	258	15	2004	2004	NUM
agb-410	258	16	)	)	PUNCT
agb-410	258	17	.	.	PUNCT
agb-410	259	1	my	my	PRON
agb-410	259	2	current	current	ADJ
agb-410	259	3	thoughts	thought	NOUN
agb-410	259	4	on	on	ADP
agb-410	259	5	coefficient	coefficient	NOUN
agb-410	259	6	alpha	alpha	NOUN
agb-410	259	7	and	and	CCONJ
agb-410	259	8	successor	successor	NOUN
agb-410	259	9	procedures	procedure	NOUN
agb-410	259	10	.	.	PUNCT
agb-410	260	1	educational	educational	ADJ
agb-410	260	2	and	and	CCONJ
agb-410	260	3	psychological	psychological	ADJ
agb-410	260	4	measurement	measurement	NOUN
agb-410	260	5	,	,	PUNCT
agb-410	260	6	64(3	64(3	NOUN
agb-410	260	7	)	)	PUNCT
agb-410	260	8	,	,	PUNCT
agb-410	260	9	391	391	NUM
agb-410	260	10	-	-	SYM
agb-410	260	11	418	418	NUM
agb-410	260	12	.	.	PUNCT
agb-410	261	1	doi	doi	NOUN
agb-410	261	2	:	:	PUNCT
agb-410	261	3	https://doi	https://doi	PROPN
agb-410	261	4	.	.	PROPN
agb-410	261	5	org/10.1177/0013164404266386	org/10.1177/0013164404266386	VERB
agb-410	261	6	folitse	folitse	NOUN
agb-410	261	7	,	,	PUNCT
agb-410	261	8	b.	b.	PROPN
agb-410	261	9	y.	y.	PROPN
agb-410	261	10	,	,	PUNCT
agb-410	261	11	manteaw	manteaw	PROPN
agb-410	261	12	,	,	PUNCT
agb-410	261	13	s.	s.	PROPN
agb-410	261	14	a.	a.	PROPN
agb-410	261	15	,	,	PUNCT
agb-410	261	16	dzandu	dzandu	NOUN
agb-410	261	17	,	,	PUNCT
agb-410	261	18	l.	l.	PROPN
agb-410	261	19	p.	p.	PROPN
agb-410	261	20	,	,	PUNCT
agb-410	261	21	obengkoranteng	obengkoranteng	PROPN
agb-410	261	22	,	,	PUNCT
agb-410	261	23	g.	g.	PROPN
agb-410	261	24	,	,	PUNCT
agb-410	261	25	&	&	CCONJ
agb-410	261	26	bekoe	bekoe	PROPN
agb-410	261	27	,	,	PUNCT
agb-410	261	28	s.	s.	PROPN
agb-410	261	29	(	(	PUNCT
agb-410	261	30	2018	2018	NUM
agb-410	261	31	)	)	PUNCT
agb-410	261	32	.	.	PUNCT
agb-410	262	1	the	the	DET
agb-410	262	2	determinants	determinant	NOUN
agb-410	262	3	of	of	ADP
agb-410	262	4	mobile	mobile	ADJ
agb-410	262	5	-	-	PUNCT
agb-410	262	6	phone	phone	NOUN
agb-410	262	7	usage	usage	NOUN
agb-410	262	8	among	among	ADP
agb-410	262	9	small	small	ADJ
agb-410	262	10	-	-	PUNCT
agb-410	262	11	scale	scale	NOUN
agb-410	262	12	poultry	poultry	NOUN
agb-410	262	13	farmers	farmer	NOUN
agb-410	262	14	in	in	ADP
agb-410	262	15	ghana	ghana	PROPN
agb-410	262	16	.	.	PUNCT
agb-410	263	1	information	information	NOUN
agb-410	263	2	development	development	NOUN
agb-410	263	3	,	,	PUNCT
agb-410	263	4	35(4	35(4	NUM
agb-410	263	5	)	)	PUNCT
agb-410	263	6	,	,	PUNCT
agb-410	263	7	564	564	NUM
agb-410	263	8	-	-	SYM
agb-410	263	9	574	574	NUM
agb-410	263	10	.	.	PUNCT
agb-410	264	1	doi	doi	NOUN
agb-410	264	2	:	:	PUNCT
agb-410	264	3	https://doi.org/10.1177/0266666918772005	https://doi.org/10.1177/0266666918772005	PROPN
agb-410	264	4	gai	gai	PROPN
agb-410	264	5	,	,	PUNCT
agb-410	264	6	m.	m.	NOUN
agb-410	264	7	,	,	PUNCT
agb-410	264	8	&	&	CCONJ
agb-410	264	9	yang	yang	PROPN
agb-410	264	10	,	,	PUNCT
agb-410	264	11	q.	q.	PROPN
agb-410	264	12	(	(	PUNCT
agb-410	264	13	2023	2023	NUM
agb-410	264	14	)	)	PUNCT
agb-410	264	15	.	.	PUNCT
agb-410	265	1	synergistic	synergistic	ADJ
agb-410	265	2	study	study	NOUN
agb-410	265	3	of	of	ADP
agb-410	265	4	the	the	DET
agb-410	265	5	green	green	ADJ
agb-410	265	6	efficiency	efficiency	NOUN
agb-410	265	7	and	and	CCONJ
agb-410	265	8	economic	economic	ADJ
agb-410	265	9	resilience	resilience	NOUN
agb-410	265	10	of	of	ADP
agb-410	265	11	agriculture	agriculture	NOUN
agb-410	265	12	from	from	ADP
agb-410	265	13	a	a	DET
agb-410	265	14	sustainable	sustainable	ADJ
agb-410	265	15	development	development	NOUN
agb-410	265	16	perspective	perspective	NOUN
agb-410	265	17	:	:	PUNCT
agb-410	265	18	evidence	evidence	NOUN
agb-410	265	19	from	from	ADP
agb-410	265	20	northeast	northeast	PROPN
agb-410	265	21	china	china	PROPN
agb-410	265	22	.	.	PUNCT
agb-410	266	1	environmental	environmental	ADJ
agb-410	266	2	science	science	NOUN
agb-410	266	3	and	and	CCONJ
agb-410	266	4	pollution	pollution	NOUN
agb-410	266	5	research	research	NOUN
agb-410	266	6	,	,	PUNCT
agb-410	266	7	30(31	30(31	NOUN
agb-410	266	8	)	)	PUNCT
agb-410	266	9	,	,	PUNCT
agb-410	266	10	7756877592	7756877592	NUM
agb-410	266	11	.	.	PUNCT
agb-410	267	1	doi	doi	NOUN
agb-410	267	2	:	:	PUNCT
agb-410	267	3	https://doi.org/10.1007/s11356-02327697-5	https://doi.org/10.1007/s11356-02327697-5	PROPN
agb-410	267	4	ghosh	ghosh	PROPN
agb-410	267	5	,	,	PUNCT
agb-410	267	6	a.	a.	PROPN
agb-410	267	7	,	,	PUNCT
agb-410	267	8	chakraborty	chakraborty	PROPN
agb-410	267	9	,	,	PUNCT
agb-410	267	10	d.	d.	PROPN
agb-410	267	11	,	,	PUNCT
agb-410	267	12	&	&	CCONJ
agb-410	267	13	law	law	PROPN
agb-410	267	14	,	,	PUNCT
agb-410	267	15	a.	a.	NOUN
agb-410	267	16	(	(	PUNCT
agb-410	267	17	2018	2018	NUM
agb-410	267	18	)	)	PUNCT
agb-410	267	19	.	.	PUNCT
agb-410	268	1	artificial	artificial	ADJ
agb-410	268	2	intelligence	intelligence	NOUN
agb-410	268	3	in	in	ADP
agb-410	268	4	internet	internet	NOUN
agb-410	268	5	of	of	ADP
agb-410	268	6	things	thing	NOUN
agb-410	268	7	.	.	PUNCT
agb-410	269	1	caai	caai	VERB
agb-410	269	2	transactions	transaction	NOUN
agb-410	269	3	on	on	ADP
agb-410	269	4	intelligence	intelligence	NOUN
agb-410	269	5	technology	technology	NOUN
agb-410	269	6	,	,	PUNCT
agb-410	269	7	3(4	3(4	NUM
agb-410	269	8	)	)	PUNCT
agb-410	269	9	,	,	PUNCT
agb-410	269	10	208	208	NUM
agb-410	269	11	-	-	SYM
agb-410	269	12	218	218	NUM
agb-410	269	13	.	.	PUNCT
agb-410	270	1	doi	doi	NOUN
agb-410	270	2	:	:	PUNCT
agb-410	270	3	https://doi.org/10.1049/trit.2018.1008	https://doi.org/10.1049/trit.2018.1008	PROPN
agb-410	270	4	hong	hong	PROPN
agb-410	270	5	,	,	PUNCT
agb-410	270	6	m.	m.	NOUN
agb-410	270	7	,	,	PUNCT
agb-410	270	8	tian	tian	ADJ
agb-410	270	9	,	,	PUNCT
agb-410	270	10	m.	m.	NOUN
agb-410	270	11	,	,	PUNCT
agb-410	270	12	&	&	CCONJ
agb-410	270	13	wang	wang	PROPN
agb-410	270	14	,	,	PUNCT
agb-410	270	15	j.	j.	PROPN
agb-410	270	16	(	(	PUNCT
agb-410	270	17	2023	2023	NUM
agb-410	270	18	)	)	PUNCT
agb-410	270	19	.	.	PUNCT
agb-410	271	1	the	the	DET
agb-410	271	2	impact	impact	NOUN
agb-410	271	3	of	of	ADP
agb-410	271	4	digital	digital	ADJ
agb-410	271	5	economy	economy	NOUN
agb-410	271	6	on	on	ADP
agb-410	271	7	green	green	ADJ
agb-410	271	8	development	development	NOUN
agb-410	271	9	of	of	ADP
agb-410	271	10	agriculture	agriculture	NOUN
agb-410	271	11	and	and	CCONJ
agb-410	271	12	its	its	PRON
agb-410	271	13	spatial	spatial	ADJ
agb-410	271	14	spillover	spillover	NOUN
agb-410	271	15	effect	effect	NOUN
agb-410	271	16	.	.	PUNCT
agb-410	272	1	china	china	PROPN
agb-410	272	2	agricultural	agricultural	PROPN
agb-410	272	3	economic	economic	PROPN
agb-410	272	4	review	review	PROPN
agb-410	272	5	,	,	PUNCT
agb-410	272	6	15(4	15(4	NUM
agb-410	272	7	)	)	PUNCT
agb-410	272	8	,	,	PUNCT
agb-410	272	9	708	708	NUM
agb-410	272	10	-	-	SYM
agb-410	272	11	726	726	NUM
agb-410	272	12	.	.	PUNCT
agb-410	272	13	doi	doi	NOUN
agb-410	272	14	:	:	PUNCT
agb-410	272	15	https://doi.org/10.1108/caer-01-2023-0004	https://doi.org/10.1108/caer-01-2023-0004	NOUN
agb-410	272	16	jansuwan	jansuwan	PROPN
agb-410	272	17	,	,	PUNCT
agb-410	272	18	p.	p.	PROPN
agb-410	272	19	,	,	PUNCT
agb-410	272	20	&	&	CCONJ
agb-410	272	21	zander	zander	PROPN
agb-410	272	22	,	,	PUNCT
agb-410	272	23	k.	k.	PROPN
agb-410	272	24	k.	k.	PROPN
agb-410	273	1	(	(	PUNCT
agb-410	273	2	2021	2021	NUM
agb-410	273	3	)	)	PUNCT
agb-410	273	4	.	.	PUNCT
agb-410	274	1	getting	get	VERB
agb-410	274	2	young	young	ADJ
agb-410	274	3	people	people	NOUN
agb-410	274	4	to	to	ADP
agb-410	274	5	farm	farm	NOUN
agb-410	274	6	:	:	PUNCT
agb-410	274	7	how	how	SCONJ
agb-410	274	8	effective	effective	ADJ
agb-410	274	9	is	be	AUX
agb-410	274	10	thailand	thailand	PROPN
agb-410	274	11	’s	’s	PART
agb-410	274	12	young	young	ADJ
agb-410	274	13	smart	smart	ADJ
agb-410	274	14	farmer	farmer	NOUN
agb-410	274	15	programme	programme	NOUN
agb-410	274	16	?	?	PUNCT
agb-410	275	1	sustainability	sustainability	NOUN
agb-410	275	2	,	,	PUNCT
agb-410	275	3	13(21	13(21	NUM
agb-410	275	4	)	)	PUNCT
agb-410	275	5	,	,	PUNCT
agb-410	275	6	11611	11611	NUM
agb-410	275	7	.	.	PUNCT
agb-410	276	1	doi	doi	NOUN
agb-410	276	2	:	:	PUNCT
agb-410	276	3	https://doi.org/10.3390/su132111611	https://doi.org/10.3390/su132111611	PROPN
agb-410	276	4	kanjina	kanjina	PROPN
agb-410	276	5	,	,	PUNCT
agb-410	276	6	s.	s.	PROPN
agb-410	276	7	(	(	PUNCT
agb-410	276	8	2021	2021	NUM
agb-410	276	9	)	)	PUNCT
agb-410	276	10	.	.	PUNCT
agb-410	277	1	farmers	farmer	NOUN
agb-410	277	2	'	'	PART
agb-410	277	3	use	use	NOUN
agb-410	277	4	of	of	ADP
agb-410	277	5	social	social	ADJ
agb-410	277	6	media	medium	NOUN
agb-410	277	7	and	and	CCONJ
agb-410	277	8	its	its	PRON
agb-410	277	9	implications	implication	NOUN
agb-410	277	10	for	for	ADP
agb-410	277	11	agricultural	agricultural	ADJ
agb-410	277	12	extension	extension	NOUN
agb-410	277	13	:	:	PUNCT
agb-410	277	14	evidence	evidence	NOUN
agb-410	277	15	from	from	ADP
agb-410	277	16	thailand	thailand	PROPN
agb-410	277	17	.	.	PUNCT
agb-410	278	1	asian	asian	PROPN
agb-410	278	2	journal	journal	PROPN
agb-410	278	3	of	of	ADP
agb-410	278	4	agriculture	agriculture	NOUN
agb-410	278	5	and	and	CCONJ
agb-410	278	6	rural	rural	ADJ
agb-410	278	7	development	development	NOUN
agb-410	278	8	,	,	PUNCT
agb-410	278	9	11(4	11(4	NUM
agb-410	278	10	)	)	PUNCT
agb-410	278	11	,	,	PUNCT
agb-410	278	12	302	302	NUM
agb-410	278	13	-	-	SYM
agb-410	278	14	310	310	NUM
agb-410	278	15	.	.	PUNCT
agb-410	279	1	doi	doi	NOUN
agb-410	279	2	:	:	PUNCT
agb-410	279	3	https://doi	https://doi	PROPN
agb-410	279	4	.	.	PUNCT
agb-410	279	5	org/10.18488	org/10.18488	PROPN
agb-410	279	6	/	/	SYM
agb-410	279	7	journal.ajard.2021.114.302.310	journal.ajard.2021.114.302.310	PROPN
agb-410	279	8	kavi	kavi	PROPN
agb-410	279	9	,	,	PUNCT
agb-410	279	10	r.	r.	PROPN
agb-410	279	11	k.	k.	PROPN
agb-410	279	12	,	,	PUNCT
agb-410	279	13	asiedu	asiedu	PROPN
agb-410	279	14	,	,	PUNCT
agb-410	279	15	b.	b.	PROPN
agb-410	279	16	k.	k.	PROPN
agb-410	279	17	,	,	PUNCT
agb-410	279	18	grace	grace	NOUN
agb-410	279	19	,	,	PUNCT
agb-410	279	20	o.-k	o.-k	PROPN
agb-410	279	21	.	.	PUNCT
agb-410	279	22	,	,	PUNCT
agb-410	279	23	&	&	CCONJ
agb-410	279	24	folitse	folitse	PROPN
agb-410	279	25	,	,	PUNCT
agb-410	279	26	b.	b.	PROPN
agb-410	279	27	y.	y.	PROPN
agb-410	279	28	(	(	PUNCT
agb-410	279	29	2018	2018	NUM
agb-410	279	30	)	)	PUNCT
agb-410	279	31	.	.	PUNCT
agb-410	280	1	assessing	assess	VERB
agb-410	280	2	sources	source	NOUN
agb-410	280	3	of	of	ADP
agb-410	280	4	information	information	NOUN
agb-410	280	5	for	for	ADP
agb-410	280	6	urban	urban	ADJ
agb-410	280	7	mushroom	mushroom	NOUN
agb-410	280	8	growers	grower	NOUN
agb-410	280	9	in	in	ADP
agb-410	280	10	accra	accra	NOUN
agb-410	280	11	,	,	PUNCT
agb-410	280	12	ghana	ghana	PROPN
agb-410	280	13	.	.	PUNCT
agb-410	281	1	journal	journal	PROPN
agb-410	281	2	of	of	ADP
agb-410	281	3	agricultural	agricultural	PROPN
agb-410	281	4	&	&	CCONJ
agb-410	281	5	food	food	NOUN
agb-410	281	6	information	information	NOUN
agb-410	281	7	,	,	PUNCT
agb-410	281	8	19(2	19(2	NUM
agb-410	281	9	)	)	PUNCT
agb-410	281	10	,	,	PUNCT
agb-410	281	11	176	176	NUM
agb-410	281	12	-	-	SYM
agb-410	281	13	191	191	NUM
agb-410	281	14	.	.	PUNCT
agb-410	282	1	doi	doi	NOUN
agb-410	282	2	:	:	PUNCT
agb-410	282	3	https://doi.org/10.1080/10496505.2017.1361328	https://doi.org/10.1080/10496505.2017.1361328	PROPN
agb-410	282	4	lee	lee	PROPN
agb-410	282	5	,	,	PUNCT
agb-410	282	6	g.	g.	PROPN
agb-410	282	7	,	,	PUNCT
agb-410	282	8	&	&	CCONJ
agb-410	282	9	suzuki	suzuki	PROPN
agb-410	282	10	,	,	PUNCT
agb-410	282	11	a.	a.	NOUN
agb-410	282	12	(	(	PUNCT
agb-410	282	13	2020	2020	NUM
agb-410	282	14	)	)	PUNCT
agb-410	282	15	.	.	PUNCT
agb-410	283	1	motivation	motivation	NOUN
agb-410	283	2	for	for	ADP
agb-410	283	3	information	information	NOUN
agb-410	283	4	exchange	exchange	NOUN
agb-410	283	5	in	in	ADP
agb-410	283	6	a	a	DET
agb-410	283	7	virtual	virtual	ADJ
agb-410	283	8	community	community	NOUN
agb-410	283	9	of	of	ADP
agb-410	283	10	practice	practice	NOUN
agb-410	283	11	:	:	PUNCT
agb-410	283	12	evidence	evidence	NOUN
agb-410	283	13	from	from	ADP
agb-410	283	14	a	a	DET
agb-410	283	15	facebook	facebook	NOUN
agb-410	283	16	group	group	NOUN
agb-410	283	17	for	for	ADP
agb-410	283	18	shrimp	shrimp	NOUN
agb-410	283	19	farmers	farmer	NOUN
agb-410	283	20	.	.	PUNCT
agb-410	284	1	world	world	NOUN
agb-410	284	2	development	development	PROPN
agb-410	284	3	,	,	PUNCT
agb-410	284	4	125	125	NUM
agb-410	284	5	,	,	PUNCT
agb-410	284	6	104698	104698	NUM
agb-410	284	7	.	.	PUNCT
agb-410	285	1	doi	doi	NOUN
agb-410	285	2	:	:	PUNCT
agb-410	285	3	https://doi.org/10.1016/j.worlddev.2019.104698	https://doi.org/10.1016/j.worlddev.2019.104698	PROPN
agb-410	285	4	malik	malik	PROPN
agb-410	285	5	,	,	PUNCT
agb-410	285	6	a.	a.	PROPN
agb-410	285	7	,	,	PUNCT
agb-410	285	8	li	li	PROPN
agb-410	285	9	,	,	PUNCT
agb-410	285	10	m.	m.	NOUN
agb-410	285	11	,	,	PUNCT
agb-410	285	12	lenzen	lenzen	NOUN
agb-410	285	13	,	,	PUNCT
agb-410	285	14	m.	m.	NOUN
agb-410	285	15	,	,	PUNCT
agb-410	285	16	fry	fry	PROPN
agb-410	285	17	,	,	PUNCT
agb-410	285	18	j.	j.	PROPN
agb-410	285	19	,	,	PUNCT
agb-410	285	20	liyanapathirana	liyanapathirana	PROPN
agb-410	285	21	,	,	PUNCT
agb-410	285	22	n.	n.	NOUN
agb-410	285	23	,	,	PUNCT
agb-410	285	24	beyer	beyer	PROPN
agb-410	285	25	,	,	PUNCT
agb-410	285	26	k.	k.	PROPN
agb-410	285	27	,	,	PUNCT
agb-410	285	28	et	et	PROPN
agb-410	285	29	al	al	PROPN
agb-410	285	30	.	.	PROPN
agb-410	285	31	(	(	PUNCT
agb-410	285	32	2022	2022	NUM
agb-410	285	33	)	)	PUNCT
agb-410	285	34	.	.	PUNCT
agb-410	286	1	impacts	impact	NOUN
agb-410	286	2	of	of	ADP
agb-410	286	3	climate	climate	NOUN
agb-410	286	4	change	change	NOUN
agb-410	286	5	and	and	CCONJ
agb-410	286	6	extreme	extreme	ADJ
agb-410	286	7	weather	weather	NOUN
agb-410	286	8	on	on	ADP
agb-410	286	9	food	food	NOUN
agb-410	286	10	supply	supply	NOUN
agb-410	286	11	chains	chain	NOUN
agb-410	286	12	cascade	cascade	NOUN
agb-410	286	13	across	across	ADP
agb-410	286	14	sectors	sector	NOUN
agb-410	286	15	and	and	CCONJ
agb-410	286	16	regions	region	NOUN
agb-410	286	17	in	in	ADP
agb-410	286	18	australia	australia	PROPN
agb-410	286	19	.	.	PUNCT
agb-410	287	1	nature	nature	PROPN
agb-410	287	2	food	food	NOUN
agb-410	287	3	,	,	PUNCT
agb-410	287	4	3(8	3(8	NUM
agb-410	287	5	)	)	PUNCT
agb-410	287	6	,	,	PUNCT
agb-410	287	7	631	631	NUM
agb-410	287	8	-	-	SYM
agb-410	287	9	643	643	NUM
agb-410	287	10	.	.	PUNCT
agb-410	288	1	doi	doi	NOUN
agb-410	288	2	:	:	PUNCT
agb-410	288	3	https://doi.org/10.1038/s43016-022-00570-3	https://doi.org/10.1038/s43016-022-00570-3	NUM
agb-410	288	4	meechoovet	meechoovet	NOUN
agb-410	288	5	,	,	PUNCT
agb-410	288	6	y.	y.	PROPN
agb-410	288	7	,	,	PUNCT
agb-410	288	8	&	&	CCONJ
agb-410	288	9	siriwato	siriwato	PROPN
agb-410	288	10	,	,	PUNCT
agb-410	288	11	s.	s.	PROPN
agb-410	288	12	(	(	PUNCT
agb-410	288	13	2023	2023	NUM
agb-410	288	14	)	)	PUNCT
agb-410	288	15	.	.	PUNCT
agb-410	289	1	thailand	thailand	PROPN
agb-410	289	2	's	's	PART
agb-410	289	3	smart	smart	ADJ
agb-410	289	4	agriculture	agriculture	NOUN
agb-410	289	5	and	and	CCONJ
agb-410	289	6	its	its	PRON
agb-410	289	7	impacts	impact	NOUN
agb-410	289	8	on	on	ADP
agb-410	289	9	thai	thai	ADJ
agb-410	289	10	farmers	farmer	NOUN
agb-410	289	11	:	:	PUNCT
agb-410	289	12	a	a	DET
agb-410	289	13	case	case	NOUN
agb-410	289	14	study	study	NOUN
agb-410	289	15	of	of	ADP
agb-410	289	16	smart	smart	ADJ
agb-410	289	17	agriculture	agriculture	NOUN
agb-410	289	18	in	in	ADP
agb-410	289	19	ayutthaya	ayutthaya	PROPN
agb-410	289	20	,	,	PUNCT
agb-410	289	21	thailand	thailand	PROPN
agb-410	289	22	.	.	PUNCT
agb-410	290	1	asian	asian	ADJ
agb-410	290	2	political	political	ADJ
agb-410	290	3	science	science	NOUN
agb-410	290	4	review	review	NOUN
agb-410	290	5	,	,	PUNCT
agb-410	290	6	7(1	7(1	NUM
agb-410	290	7	)	)	PUNCT
agb-410	290	8	,	,	PUNCT
agb-410	290	9	117	117	NUM
agb-410	290	10	.	.	PUNCT
agb-410	291	1	doi	doi	PROPN
agb-410	291	2	:	:	PUNCT
agb-410	291	3	https://doi.org/10.14456/apsr.2023.1	https://doi.org/10.14456/apsr.2023.1	PROPN
agb-410	291	4	mills	mill	NOUN
agb-410	291	5	,	,	PUNCT
agb-410	291	6	j.	j.	PROPN
agb-410	291	7	,	,	PUNCT
agb-410	291	8	reed	reed	PROPN
agb-410	291	9	,	,	PUNCT
agb-410	291	10	m.	m.	NOUN
agb-410	291	11	,	,	PUNCT
agb-410	291	12	skaalsveen	skaalsveen	VERB
agb-410	291	13	,	,	PUNCT
agb-410	291	14	k.	k.	PROPN
agb-410	291	15	,	,	PUNCT
agb-410	291	16	&	&	CCONJ
agb-410	291	17	ingram	ingram	PROPN
agb-410	291	18	,	,	PUNCT
agb-410	291	19	j.	j.	PROPN
agb-410	291	20	(	(	PUNCT
agb-410	291	21	2019	2019	NUM
agb-410	291	22	)	)	PUNCT
agb-410	291	23	.	.	PUNCT
agb-410	292	1	the	the	DET
agb-410	292	2	use	use	NOUN
agb-410	292	3	of	of	ADP
agb-410	292	4	twitter	twitter	NOUN
agb-410	292	5	for	for	ADP
agb-410	292	6	knowledge	knowledge	NOUN
agb-410	292	7	exchange	exchange	NOUN
agb-410	292	8	on	on	ADP
agb-410	292	9	sustainable	sustainable	ADJ
agb-410	292	10	soil	soil	NOUN
agb-410	292	11	management	management	NOUN
agb-410	292	12	.	.	PUNCT
agb-410	293	1	soil	soil	NOUN
agb-410	293	2	use	use	NOUN
agb-410	293	3	and	and	CCONJ
agb-410	293	4	management	management	NOUN
agb-410	293	5	,	,	PUNCT
agb-410	293	6	35(1	35(1	NUM
agb-410	293	7	)	)	PUNCT
agb-410	293	8	,	,	PUNCT
agb-410	293	9	195	195	NUM
agb-410	293	10	-	-	SYM
agb-410	293	11	203	203	NUM
agb-410	293	12	.	.	PUNCT
agb-410	294	1	doi	doi	NOUN
agb-410	294	2	:	:	PUNCT
agb-410	294	3	https://doi	https://doi	PROPN
agb-410	294	4	.	.	PUNCT
agb-410	294	5	org/10.1111	org/10.1111	NOUN
agb-410	294	6	/	/	SYM
agb-410	294	7	sum.12485	sum.12485	NUM
agb-410	294	8	minkoua	minkoua	ADJ
agb-410	294	9	nzie	nzie	NOUN
agb-410	294	10	,	,	PUNCT
agb-410	294	11	j.	j.	PROPN
agb-410	294	12	r.	r.	PROPN
agb-410	294	13	,	,	PUNCT
agb-410	294	14	c	c	PROPN
agb-410	294	15	,	,	PUNCT
agb-410	294	16	b.	b.	PROPN
agb-410	294	17	j.	j.	PROPN
agb-410	294	18	,	,	PUNCT
agb-410	294	19	&	&	CCONJ
agb-410	294	20	azinwi	azinwi	PROPN
agb-410	294	21	ngum	ngum	PROPN
agb-410	294	22	,	,	PUNCT
agb-410	294	23	n.	n.	NOUN
agb-410	294	24	(	(	PUNCT
agb-410	294	25	2018	2018	NUM
agb-410	294	26	)	)	PUNCT
agb-410	294	27	.	.	PUNCT
agb-410	295	1	mobile	mobile	ADJ
agb-410	295	2	phone	phone	NOUN
agb-410	295	3	use	use	NOUN
agb-410	295	4	,	,	PUNCT
agb-410	295	5	transaction	transaction	NOUN
agb-410	295	6	costs	cost	NOUN
agb-410	295	7	,	,	PUNCT
agb-410	295	8	and	and	CCONJ
agb-410	295	9	price	price	NOUN
agb-410	295	10	:	:	PUNCT
agb-410	295	11	evidence	evidence	NOUN
agb-410	295	12	from	from	ADP
agb-410	295	13	rural	rural	ADJ
agb-410	295	14	vegetable	vegetable	NOUN
agb-410	295	15	farmers	farmer	NOUN
agb-410	295	16	in	in	ADP
agb-410	295	17	cameroon	cameroon	PROPN
agb-410	295	18	.	.	PUNCT
agb-410	296	1	journal	journal	PROPN
agb-410	296	2	of	of	ADP
agb-410	296	3	african	african	ADJ
agb-410	296	4	business	business	NOUN
agb-410	296	5	,	,	PUNCT
agb-410	296	6	19(3	19(3	NUM
agb-410	296	7	)	)	PUNCT
agb-410	296	8	,	,	PUNCT
agb-410	296	9	323	323	NUM
agb-410	296	10	-	-	SYM
agb-410	296	11	342	342	NUM
agb-410	296	12	.	.	PUNCT
agb-410	297	1	doi	doi	NOUN
agb-410	297	2	:	:	PUNCT
agb-410	297	3	https://doi.org/10.1080/15228916.2017.1405704	https://doi.org/10.1080/15228916.2017.1405704	PROPN
agb-410	297	4	msoffe	msoffe	PROPN
agb-410	297	5	,	,	PUNCT
agb-410	297	6	g.	g.	PROPN
agb-410	297	7	,	,	PUNCT
agb-410	297	8	&	&	CCONJ
agb-410	297	9	ngulube	ngulube	ADJ
agb-410	297	10	,	,	PUNCT
agb-410	297	11	p.	p.	NOUN
agb-410	297	12	(	(	PUNCT
agb-410	297	13	2016	2016	NUM
agb-410	297	14	)	)	PUNCT
agb-410	297	15	.	.	PUNCT
agb-410	298	1	farmers	farmer	NOUN
agb-410	298	2	'	'	PART
agb-410	298	3	access	access	NOUN
agb-410	298	4	to	to	ADP
agb-410	298	5	poultry	poultry	NOUN
agb-410	298	6	management	management	NOUN
agb-410	298	7	information	information	NOUN
agb-410	298	8	in	in	ADP
agb-410	298	9	selected	select	VERB
agb-410	298	10	rural	rural	ADJ
agb-410	298	11	areas	area	NOUN
agb-410	298	12	of	of	ADP
agb-410	298	13	tanzania	tanzania	PROPN
agb-410	298	14	.	.	PUNCT
agb-410	299	1	library	library	PROPN
agb-410	299	2	&	&	CCONJ
agb-410	299	3	information	information	PROPN
agb-410	299	4	science	science	PROPN
agb-410	299	5	research	research	PROPN
agb-410	299	6	,	,	PUNCT
agb-410	299	7	38(3	38(3	NUM
agb-410	299	8	)	)	PUNCT
agb-410	299	9	,	,	PUNCT
agb-410	299	10	265	265	NUM
agb-410	299	11	-	-	SYM
agb-410	299	12	271	271	NUM
agb-410	299	13	.	.	PUNCT
agb-410	300	1	doi	doi	NOUN
agb-410	300	2	:	:	PUNCT
agb-410	300	3	https://doi.org/10	https://doi.org/10	PROPN
agb-410	300	4	.	.	PUNCT
agb-410	301	1	1016	1016	NUM
agb-410	301	2	/	/	SYM
agb-410	301	3	j.lisr.2016.08.004	j.lisr.2016.08.004	PROPN
agb-410	301	4	opolot	opolot	NOUN
agb-410	301	5	,	,	PUNCT
agb-410	301	6	h.	h.	PROPN
agb-410	301	7	n.	n.	PROPN
agb-410	301	8	,	,	PUNCT
agb-410	301	9	prossy	prossy	PROPN
agb-410	301	10	,	,	PUNCT
agb-410	301	11	i.	i.	PROPN
agb-410	301	12	,	,	PUNCT
agb-410	301	13	bernard	bernard	PROPN
agb-410	301	14	,	,	PUNCT
agb-410	301	15	o.	o.	PROPN
agb-410	301	16	b.	b.	PROPN
agb-410	301	17	,	,	PUNCT
agb-410	301	18	&	&	CCONJ
agb-410	301	19	ebanyat	ebanyat	PROPN
agb-410	301	20	,	,	PUNCT
agb-410	301	21	p.	p.	NOUN
agb-410	301	22	(	(	PUNCT
agb-410	301	23	2018	2018	NUM
agb-410	301	24	)	)	PUNCT
agb-410	301	25	.	.	PUNCT
agb-410	302	1	influence	influence	NOUN
agb-410	302	2	of	of	ADP
agb-410	302	3	university	university	NOUN
agb-410	302	4	entrepreneurship	entrepreneurship	NOUN
agb-410	302	5	training	training	NOUN
agb-410	302	6	on	on	ADP
agb-410	302	7	farmers	farmer	NOUN
agb-410	302	8	’	'	PUNCT
agb-410	302	9	competences	competence	NOUN
agb-410	302	10	for	for	ADP
agb-410	302	11	improved	improved	ADJ
agb-410	302	12	productivity	productivity	NOUN
agb-410	302	13	and	and	CCONJ
agb-410	302	14	market	market	NOUN
agb-410	302	15	access	access	NOUN
agb-410	302	16	in	in	ADP
agb-410	302	17	uganda	uganda	PROPN
agb-410	302	18	.	.	PUNCT
agb-410	303	1	cogent	cogent	NOUN
agb-410	303	2	food	food	PROPN
agb-410	303	3	&	&	CCONJ
agb-410	303	4	agriculture	agriculture	PROPN
agb-410	303	5	,	,	PUNCT
agb-410	303	6	4(1	4(1	NUM
agb-410	303	7	)	)	PUNCT
agb-410	303	8	,	,	PUNCT
agb-410	303	9	1469211	1469211	NUM
agb-410	303	10	.	.	PUNCT
agb-410	304	1	doi	doi	NOUN
agb-410	304	2	:	:	PUNCT
agb-410	304	3	https	https	NOUN
agb-410	304	4	:	:	PUNCT
agb-410	304	5	//doi.org/10.1080/23311932.2018.1469211	//doi.org/10.1080/23311932.2018.1469211	PUNCT
agb-410	305	1	plaiphum	plaiphum	ADJ
agb-410	305	2	,	,	PUNCT
agb-410	305	3	s.	s.	PROPN
agb-410	305	4	,	,	PUNCT
agb-410	305	5	&	&	CCONJ
agb-410	305	6	tansuchat	tansuchat	PROPN
agb-410	305	7	,	,	PUNCT
agb-410	305	8	r.	r.	PROPN
agb-410	305	9	(	(	PUNCT
agb-410	305	10	2023	2023	NUM
agb-410	305	11	)	)	PUNCT
agb-410	305	12	.	.	PUNCT
agb-410	306	1	cultural	cultural	ADJ
agb-410	306	2	capital	capital	NOUN
agb-410	306	3	of	of	ADP
agb-410	306	4	sea	sea	NOUN
agb-410	306	5	salt	salt	NOUN
agb-410	306	6	farming	farm	VERB
agb-410	306	7	in	in	ADP
agb-410	306	8	ban	ban	NOUN
agb-410	306	9	laem	laem	PROPN
agb-410	306	10	district	district	NOUN
agb-410	306	11	of	of	ADP
agb-410	306	12	phetchaburi	phetchaburi	NOUN
agb-410	306	13	province	province	NOUN
agb-410	306	14	as	as	ADP
agb-410	306	15	per	per	ADP
agb-410	306	16	the	the	DET
agb-410	306	17	globally	globally	ADV
agb-410	306	18	important	important	ADJ
agb-410	306	19	agricultural	agricultural	ADJ
agb-410	306	20	heritage	heritage	NOUN
agb-410	306	21	systems	system	NOUN
agb-410	306	22	(	(	PUNCT
agb-410	306	23	giahs	giah	NOUN
agb-410	306	24	)	)	PUNCT
agb-410	306	25	.	.	PUNCT
agb-410	307	1	sustainability	sustainability	NOUN
agb-410	307	2	,	,	PUNCT
agb-410	307	3	15(15	15(15	NUM
agb-410	307	4	)	)	PUNCT
agb-410	307	5	,	,	PUNCT
agb-410	307	6	11947	11947	NUM
agb-410	307	7	.	.	PUNCT
agb-410	308	1	doi	doi	NOUN
agb-410	308	2	:	:	PUNCT
agb-410	308	3	https://doi.org/10.3390/su151511947	https://doi.org/10.3390/su151511947	X
agb-410	308	4	prada	prada	NOUN
agb-410	308	5	-	-	PUNCT
agb-410	308	6	segura	segura	NOUN
agb-410	308	7	,	,	PUNCT
agb-410	308	8	j.	j.	PROPN
agb-410	308	9	a.	a.	PROPN
agb-410	308	10	,	,	PUNCT
agb-410	308	11	&	&	CCONJ
agb-410	308	12	medina	medina	PROPN
agb-410	308	13	-	-	PUNCT
agb-410	308	14	roncancio	roncancio	PROPN
agb-410	308	15	,	,	PUNCT
agb-410	308	16	s.	s.	PROPN
agb-410	308	17	a.	a.	PROPN
agb-410	308	18	(	(	PUNCT
agb-410	308	19	2023	2023	NUM
agb-410	308	20	)	)	PUNCT
agb-410	308	21	.	.	PUNCT
agb-410	309	1	propuesta	propuesta	PROPN
agb-410	309	2	metodológica	metodológica	PROPN
agb-410	309	3	con	con	PROPN
agb-410	309	4	design	design	PROPN
agb-410	309	5	thinking	think	VERB
agb-410	309	6	para	para	PROPN
agb-410	309	7	fomentar	fomentar	PROPN
agb-410	309	8	la	la	PROPN
agb-410	309	9	identidad	identidad	PROPN
agb-410	309	10	campesina	campesina	PROPN
agb-410	309	11	y	y	PROPN
agb-410	309	12	sustentabilidad	sustentabilidad	PROPN
agb-410	309	13	de	de	PROPN
agb-410	309	14	producción	producción	PROPN
agb-410	309	15	agrícola	agrícola	PROPN
agb-410	309	16	.	.	PUNCT
agb-410	310	1	cienciamérica	cienciamérica	PROPN
agb-410	310	2	:	:	PUNCT
agb-410	310	3	revista	revista	PROPN
agb-410	310	4	de	de	PROPN
agb-410	310	5	divulgación	divulgación	PROPN
agb-410	310	6	científica	científica	PROPN
agb-410	310	7	de	de	PROPN
agb-410	310	8	la	la	PROPN
agb-410	310	9	universidad	universidad	PROPN
agb-410	310	10	tecnológica	tecnológica	PROPN
agb-410	310	11	indoamérica	indoamérica	PROPN
agb-410	310	12	,	,	PUNCT
agb-410	310	13	12(2	12(2	NUM
agb-410	310	14	)	)	PUNCT
agb-410	310	15	,	,	PUNCT
agb-410	310	16	58–74	58–74	NUM
agb-410	310	17	.	.	PUNCT
agb-410	311	1	doi	doi	PROPN
agb-410	311	2	:	:	PUNCT
agb-410	311	3	https://doi.org/10.33210/ca.v12i2.436	https://doi.org/10.33210/ca.v12i2.436	NUM
agb-410	311	4	pratita	pratita	PROPN
agb-410	311	5	,	,	PUNCT
agb-410	311	6	d.	d.	PROPN
agb-410	311	7	g.	g.	PROPN
agb-410	311	8	,	,	PUNCT
agb-410	311	9	irham	irham	PROPN
agb-410	311	10	,	,	PUNCT
agb-410	311	11	i.	i.	PROPN
agb-410	311	12	,	,	PUNCT
agb-410	311	13	&	&	CCONJ
agb-410	311	14	mulyo	mulyo	PROPN
agb-410	311	15	,	,	PUNCT
agb-410	311	16	j.	j.	PROPN
agb-410	311	17	h.	h.	PROPN
agb-410	311	18	(	(	PUNCT
agb-410	311	19	2019	2019	NUM
agb-410	311	20	)	)	PUNCT
agb-410	311	21	.	.	PUNCT
agb-410	312	1	entrepreneurship	entrepreneurship	NOUN
agb-410	312	2	competence	competence	NOUN
agb-410	312	3	level	level	NOUN
agb-410	312	4	of	of	ADP
agb-410	312	5	organic	organic	ADJ
agb-410	312	6	farmers	farmer	NOUN
agb-410	312	7	in	in	ADP
agb-410	312	8	yogyakarta	yogyakarta	PROPN
agb-410	312	9	province	province	PROPN
agb-410	312	10	.	.	PUNCT
agb-410	313	1	agro	agro	PROPN
agb-410	313	2	ekonomi	ekonomi	PROPN
agb-410	313	3	,	,	PUNCT
agb-410	313	4	29(2	29(2	NUM
agb-410	313	5	)	)	PUNCT
agb-410	313	6	,	,	PUNCT
agb-410	313	7	231	231	NUM
agb-410	313	8	-	-	SYM
agb-410	313	9	243	243	NUM
agb-410	313	10	.	.	PUNCT
agb-410	314	1	doi	doi	NOUN
agb-410	314	2	:	:	PUNCT
agb-410	314	3	https://doi.org/10.22146/ae.35887	https://doi.org/10.22146/ae.35887	PROPN
agb-410	314	4	quan	quan	PROPN
agb-410	314	5	,	,	PUNCT
agb-410	314	6	t.	t.	PROPN
agb-410	314	7	,	,	PUNCT
agb-410	314	8	zhang	zhang	PROPN
agb-410	314	9	,	,	PUNCT
agb-410	314	10	h.	h.	PROPN
agb-410	314	11	,	,	PUNCT
agb-410	314	12	quan	quan	PROPN
agb-410	314	13	,	,	PUNCT
agb-410	314	14	t.	t.	PROPN
agb-410	314	15	,	,	PUNCT
agb-410	314	16	&	&	CCONJ
agb-410	314	17	yu	yu	PROPN
agb-410	314	18	,	,	PUNCT
agb-410	314	19	y.	y.	PROPN
agb-410	314	20	(	(	PUNCT
agb-410	314	21	2024	2024	NUM
agb-410	314	22	)	)	PUNCT
agb-410	314	23	.	.	PUNCT
agb-410	315	1	unveiling	unveil	VERB
agb-410	315	2	the	the	DET
agb-410	315	3	impact	impact	NOUN
agb-410	315	4	and	and	CCONJ
agb-410	315	5	mechanism	mechanism	NOUN
agb-410	315	6	of	of	ADP
agb-410	315	7	digital	digital	ADJ
agb-410	315	8	technology	technology	NOUN
agb-410	315	9	on	on	ADP
agb-410	315	10	agricultural	agricultural	ADJ
agb-410	315	11	economic	economic	ADJ
agb-410	315	12	resilience	resilience	NOUN
agb-410	315	13	.	.	PUNCT
agb-410	316	1	chinese	chinese	ADJ
agb-410	316	2	journal	journal	PROPN
agb-410	316	3	of	of	ADP
agb-410	316	4	population	population	NOUN
agb-410	316	5	,	,	PUNCT
agb-410	316	6	resources	resource	NOUN
agb-410	316	7	and	and	CCONJ
agb-410	316	8	environment	environment	NOUN
agb-410	316	9	,	,	PUNCT
agb-410	316	10	22(2	22(2	NUM
agb-410	316	11	)	)	PUNCT
agb-410	316	12	,	,	PUNCT
agb-410	316	13	136145	136145	NUM
agb-410	316	14	.	.	PUNCT
agb-410	317	1	doi	doi	NOUN
agb-410	317	2	:	:	PUNCT
agb-410	317	3	https://doi.org/10.1016/j.cjpre.2024.06.004	https://doi.org/10.1016/j.cjpre.2024.06.004	ADJ
agb-410	317	4	rayamajhee	rayamajhee	NOUN
agb-410	317	5	,	,	PUNCT
agb-410	317	6	v.	v.	PROPN
agb-410	317	7	,	,	PUNCT
agb-410	317	8	storr	storr	PROPN
agb-410	317	9	,	,	PUNCT
agb-410	317	10	v.	v.	PROPN
agb-410	317	11	h.	h.	PROPN
agb-410	317	12	,	,	PUNCT
agb-410	317	13	&	&	CCONJ
agb-410	317	14	bohara	bohara	PROPN
agb-410	317	15	,	,	PUNCT
agb-410	317	16	a.	a.	PROPN
agb-410	317	17	k.	k.	PROPN
agb-410	317	18	(	(	PUNCT
agb-410	317	19	2022	2022	NUM
agb-410	317	20	)	)	PUNCT
agb-410	317	21	.	.	PUNCT
agb-410	318	1	https://doi.org/10.1016/j.heliyon.2023.e22601	https://doi.org/10.1016/j.heliyon.2023.e22601	X
agb-410	319	1	https://doi.org/10.1016/j.heliyon.2023.e22601	https://doi.org/10.1016/j.heliyon.2023.e22601	X
agb-410	319	2	https://doi.org/10.1080/13511610.2020.1870441	https://doi.org/10.1080/13511610.2020.1870441	NOUN
agb-410	320	1	https://doi.org/10.1016/j.jik.2024.100477	https://doi.org/10.1016/j.jik.2024.100477	PROPN
agb-410	320	2	https://doi.org/10.1016/j.jafr.2024.101286	https://doi.org/10.1016/j.jafr.2024.101286	ADJ
agb-410	320	3	https://doi.org/10.1177/0013164404266386	https://doi.org/10.1177/0013164404266386	VERB
agb-410	320	4	https://doi.org/10.1177/0013164404266386	https://doi.org/10.1177/0013164404266386	VERB
agb-410	320	5	https://doi.org/10.1177/0266666918772005	https://doi.org/10.1177/0266666918772005	X
agb-410	320	6	https://doi.org/10.1007/s11356-023-27697-5	https://doi.org/10.1007/s11356-023-27697-5	NUM
agb-410	320	7	https://doi.org/10.1007/s11356-023-27697-5	https://doi.org/10.1007/s11356-023-27697-5	NUM
agb-410	320	8	https://doi.org/10.1049/trit.2018.1008	https://doi.org/10.1049/trit.2018.1008	PROPN
agb-410	320	9	https://doi.org/10.1108/caer-01-2023-0004	https://doi.org/10.1108/caer-01-2023-0004	PROPN
agb-410	320	10	https://doi.org/10.3390/su132111611	https://doi.org/10.3390/su132111611	VERB
agb-410	320	11	https://doi.org/10.18488/journal.ajard.2021.114.302.310	https://doi.org/10.18488/journal.ajard.2021.114.302.310	PROPN
agb-410	320	12	https://doi.org/10.18488/journal.ajard.2021.114.302.310	https://doi.org/10.18488/journal.ajard.2021.114.302.310	PROPN
agb-410	320	13	https://doi.org/10.1080/10496505.2017.1361328	https://doi.org/10.1080/10496505.2017.1361328	PROPN
agb-410	320	14	https://doi.org/10.1016/j.worlddev.2019.104698	https://doi.org/10.1016/j.worlddev.2019.104698	PROPN
agb-410	320	15	https://doi.org/10.1038/s43016-022-00570-3	https://doi.org/10.1038/s43016-022-00570-3	NUM
agb-410	320	16	https://doi.org/10.14456/apsr.2023.1	https://doi.org/10.14456/apsr.2023.1	PROPN
agb-410	320	17	https://doi.org/10.1111/sum.12485	https://doi.org/10.1111/sum.12485	PROPN
agb-410	320	18	https://doi.org/10.1111/sum.12485	https://doi.org/10.1111/sum.12485	PROPN
agb-410	320	19	https://doi.org/10.1080/15228916.2017.1405704	https://doi.org/10.1080/15228916.2017.1405704	PROPN
agb-410	320	20	https://doi.org/10.1016/j.lisr.2016.08.004	https://doi.org/10.1016/j.lisr.2016.08.004	X
agb-410	320	21	https://doi.org/10.1016/j.lisr.2016.08.004	https://doi.org/10.1016/j.lisr.2016.08.004	NOUN
agb-410	320	22	https://doi.org/10.1080/23311932.2018.1469211	https://doi.org/10.1080/23311932.2018.1469211	X
agb-410	320	23	https://doi.org/10.1080/23311932.2018.1469211	https://doi.org/10.1080/23311932.2018.1469211	PROPN
agb-410	320	24	https://doi.org/10.3390/su151511947	https://doi.org/10.3390/su151511947	ADP
agb-410	320	25	https://doi.org/10.33210/ca.v12i2.436	https://doi.org/10.33210/ca.v12i2.436	PROPN
agb-410	320	26	https://doi.org/10.22146/ae.35887	https://doi.org/10.22146/ae.35887	X
agb-410	320	27	https://doi.org/10.1016/j.cjpre.2024.06.004	https://doi.org/10.1016/j.cjpre.2024.06.004	PROPN
agb-410	320	28	agbioforum	agbioforum	NOUN
agb-410	320	29	,	,	PUNCT
agb-410	320	30	26(3	26(3	NUM
agb-410	320	31	)	)	PUNCT
agb-410	320	32	,	,	PUNCT
agb-410	320	33	2024	2024	NUM
agb-410	320	34	|	|	NOUN
agb-410	320	35	137	137	NUM
agb-410	320	36	thongsrikate	thongsrikate	NOUN
agb-410	320	37	et	et	NOUN
agb-410	320	38	al	al	PROPN
agb-410	320	39	—	—	PUNCT
agb-410	320	40	the	the	DET
agb-410	320	41	model	model	NOUN
agb-410	320	42	of	of	ADP
agb-410	320	43	creative	creative	ADJ
agb-410	320	44	agriculture	agriculture	NOUN
agb-410	320	45	among	among	ADP
agb-410	320	46	farmers	farmer	NOUN
agb-410	320	47	in	in	ADP
agb-410	320	48	chiang	chiang	PROPN
agb-410	320	49	mai	mai	PROPN
agb-410	320	50	city	city	PROPN
agb-410	320	51	social	social	ADJ
agb-410	320	52	entrepreneurship	entrepreneurship	NOUN
agb-410	320	53	,	,	PUNCT
agb-410	320	54	co	co	NOUN
agb-410	320	55	-	-	NOUN
agb-410	320	56	production	production	NOUN
agb-410	320	57	,	,	PUNCT
agb-410	320	58	and	and	CCONJ
agb-410	320	59	postdisaster	postdisaster	ADJ
agb-410	320	60	recovery	recovery	NOUN
agb-410	320	61	.	.	PUNCT
agb-410	321	1	disasters	disaster	NOUN
agb-410	321	2	,	,	PUNCT
agb-410	321	3	46(1	46(1	PROPN
agb-410	321	4	)	)	PUNCT
agb-410	321	5	,	,	PUNCT
agb-410	321	6	27	27	NUM
agb-410	321	7	-	-	SYM
agb-410	321	8	55	55	NUM
agb-410	321	9	.	.	PUNCT
agb-410	322	1	doi	doi	NOUN
agb-410	322	2	:	:	PUNCT
agb-410	322	3	https://doi.org/10.1111/disa.12454	https://doi.org/10.1111/disa.12454	PROPN
agb-410	322	4	seerasarn	seerasarn	PROPN
agb-410	322	5	,	,	PUNCT
agb-410	322	6	n.	n.	NOUN
agb-410	322	7	,	,	PUNCT
agb-410	322	8	miller	miller	PROPN
agb-410	322	9	,	,	PUNCT
agb-410	322	10	s.	s.	PROPN
agb-410	322	11	a.	a.	PROPN
agb-410	322	12	,	,	PUNCT
agb-410	322	13	&	&	CCONJ
agb-410	322	14	wanaset	wanaset	PROPN
agb-410	322	15	,	,	PUNCT
agb-410	322	16	a.	a.	NOUN
agb-410	322	17	(	(	PUNCT
agb-410	322	18	2020	2020	NUM
agb-410	322	19	)	)	PUNCT
agb-410	322	20	.	.	PUNCT
agb-410	323	1	transitioning	transition	VERB
agb-410	323	2	to	to	ADP
agb-410	323	3	organic	organic	ADJ
agb-410	323	4	rice	rice	NOUN
agb-410	323	5	farming	farming	NOUN
agb-410	323	6	in	in	ADP
agb-410	323	7	thailand	thailand	PROPN
agb-410	323	8	:	:	PUNCT
agb-410	323	9	drivers	driver	NOUN
agb-410	323	10	and	and	CCONJ
agb-410	323	11	factors	factor	NOUN
agb-410	323	12	.	.	PUNCT
agb-410	324	1	asian	asian	ADJ
agb-410	324	2	journal	journal	PROPN
agb-410	324	3	of	of	ADP
agb-410	324	4	agriculture	agriculture	NOUN
agb-410	324	5	and	and	CCONJ
agb-410	324	6	rural	rural	ADJ
agb-410	324	7	development	development	NOUN
agb-410	324	8	,	,	PUNCT
agb-410	324	9	10(3	10(3	NUM
agb-410	324	10	)	)	PUNCT
agb-410	324	11	,	,	PUNCT
agb-410	324	12	740	740	NUM
agb-410	324	13	-	-	SYM
agb-410	324	14	748	748	NUM
agb-410	324	15	.	.	PUNCT
agb-410	325	1	doi	doi	NOUN
agb-410	325	2	:	:	PUNCT
agb-410	325	3	https://doi.org/10.22004/ag.econ.342293	https://doi.org/10.22004/ag.econ.342293	NOUN
agb-410	325	4	sigauke	sigauke	PROPN
agb-410	325	5	,	,	PUNCT
agb-410	325	6	e.	e.	PROPN
agb-410	325	7	(	(	PUNCT
agb-410	325	8	2020	2020	NUM
agb-410	325	9	)	)	PUNCT
agb-410	325	10	.	.	PUNCT
agb-410	326	1	connecting	connect	VERB
agb-410	326	2	urban	urban	ADJ
agb-410	326	3	agriculture	agriculture	NOUN
agb-410	326	4	with	with	ADP
agb-410	326	5	design	design	NOUN
agb-410	326	6	thinking	thinking	NOUN
agb-410	326	7	:	:	PUNCT
agb-410	326	8	a	a	DET
agb-410	326	9	case	case	NOUN
agb-410	326	10	study	study	NOUN
agb-410	326	11	from	from	ADP
agb-410	326	12	zimbabwe	zimbabwe	PROPN
agb-410	326	13	.	.	PUNCT
agb-410	327	1	the	the	DET
agb-410	327	2	journal	journal	NOUN
agb-410	327	3	of	of	ADP
agb-410	327	4	environmental	environmental	ADJ
agb-410	327	5	education	education	NOUN
agb-410	327	6	,	,	PUNCT
agb-410	327	7	52(1	52(1	NOUN
agb-410	327	8	)	)	PUNCT
agb-410	327	9	,	,	PUNCT
agb-410	327	10	53	53	NUM
agb-410	327	11	-	-	SYM
agb-410	327	12	68	68	NUM
agb-410	327	13	.	.	PUNCT
agb-410	328	1	doi	doi	NOUN
agb-410	328	2	:	:	PUNCT
agb-410	328	3	https://doi.org/10.1080/00958964.2020.1855094	https://doi.org/10.1080/00958964.2020.1855094	PROPN
agb-410	328	4	simonton	simonton	PROPN
agb-410	328	5	,	,	PUNCT
agb-410	328	6	d.	d.	PROPN
agb-410	328	7	k.	k.	PROPN
agb-410	328	8	(	(	PUNCT
agb-410	328	9	2003	2003	NUM
agb-410	328	10	)	)	PUNCT
agb-410	328	11	.	.	PUNCT
agb-410	329	1	creative	creative	ADJ
agb-410	329	2	cultures	culture	NOUN
agb-410	329	3	,	,	PUNCT
agb-410	329	4	nations	nation	NOUN
agb-410	329	5	,	,	PUNCT
agb-410	329	6	and	and	CCONJ
agb-410	329	7	civilizations	civilization	NOUN
agb-410	329	8	:	:	PUNCT
agb-410	329	9	strategies	strategy	NOUN
agb-410	329	10	and	and	CCONJ
agb-410	329	11	results	result	NOUN
agb-410	329	12	.	.	PUNCT
agb-410	330	1	in	in	ADP
agb-410	330	2	p.	p.	PROPN
agb-410	330	3	b.	b.	PROPN
agb-410	331	1	paulus	paulus	PROPN
agb-410	331	2	&	&	CCONJ
agb-410	331	3	b.	b.	PROPN
agb-410	331	4	a.	a.	PROPN
agb-410	331	5	nijstad	nijstad	PROPN
agb-410	331	6	(	(	PUNCT
agb-410	331	7	eds	ed	NOUN
agb-410	331	8	.	.	PUNCT
agb-410	331	9	)	)	PUNCT
agb-410	331	10	,	,	PUNCT
agb-410	331	11	group	group	NOUN
agb-410	331	12	creativity	creativity	NOUN
agb-410	331	13	:	:	PUNCT
agb-410	331	14	innovation	innovation	NOUN
agb-410	331	15	through	through	ADP
agb-410	331	16	collaboration	collaboration	NOUN
agb-410	331	17	(	(	PUNCT
agb-410	331	18	pp	pp	ADJ
agb-410	331	19	.	.	PUNCT
agb-410	331	20	304	304	NUM
agb-410	331	21	–	–	PUNCT
agb-410	331	22	325	325	NUM
agb-410	331	23	):	):	PUNCT
agb-410	331	24	oxford	oxford	PROPN
agb-410	331	25	university	university	PROPN
agb-410	331	26	press	press	NOUN
agb-410	331	27	.	.	PUNCT
agb-410	332	1	ulvenblad	ulvenblad	ADV
agb-410	332	2	,	,	PUNCT
agb-410	332	3	p.	p.	PROPN
agb-410	332	4	,	,	PUNCT
agb-410	332	5	henrik	henrik	PROPN
agb-410	332	6	,	,	PUNCT
agb-410	332	7	b.	b.	PROPN
agb-410	332	8	,	,	PUNCT
agb-410	332	9	per	per	ADP
agb-410	332	10	-	-	PUNCT
agb-410	332	11	ola	ola	PROPN
agb-410	332	12	,	,	PUNCT
agb-410	332	13	u.	u.	PROPN
agb-410	332	14	,	,	PUNCT
agb-410	332	15	jenny	jenny	PROPN
agb-410	332	16	,	,	PUNCT
agb-410	332	17	s.	s.	PROPN
agb-410	332	18	,	,	PUNCT
agb-410	332	19	&	&	CCONJ
agb-410	332	20	björklund	björklund	PROPN
agb-410	332	21	,	,	PUNCT
agb-410	332	22	j.	j.	PROPN
agb-410	332	23	c.	c.	PROPN
agb-410	332	24	(	(	PUNCT
agb-410	332	25	2020	2020	NUM
agb-410	332	26	)	)	PUNCT
agb-410	332	27	.	.	PUNCT
agb-410	333	1	overcoming	overcome	VERB
agb-410	333	2	barriers	barrier	NOUN
agb-410	333	3	in	in	ADP
agb-410	333	4	agri	agri	NOUN
agb-410	333	5	-	-	PUNCT
agb-410	333	6	business	business	NOUN
agb-410	333	7	development	development	NOUN
agb-410	333	8	:	:	PUNCT
agb-410	333	9	two	two	NUM
agb-410	333	10	education	education	NOUN
agb-410	333	11	programs	program	NOUN
agb-410	333	12	for	for	ADP
agb-410	333	13	entrepreneurs	entrepreneur	NOUN
agb-410	333	14	in	in	ADP
agb-410	333	15	the	the	DET
agb-410	333	16	swedish	swedish	ADJ
agb-410	333	17	agricultural	agricultural	ADJ
agb-410	333	18	sector	sector	NOUN
agb-410	333	19	.	.	PUNCT
agb-410	334	1	the	the	DET
agb-410	334	2	journal	journal	NOUN
agb-410	334	3	of	of	ADP
agb-410	334	4	agricultural	agricultural	ADJ
agb-410	334	5	education	education	NOUN
agb-410	334	6	and	and	CCONJ
agb-410	334	7	extension	extension	NOUN
agb-410	334	8	,	,	PUNCT
agb-410	334	9	26(5	26(5	NUM
agb-410	334	10	)	)	PUNCT
agb-410	334	11	,	,	PUNCT
agb-410	334	12	443	443	NUM
agb-410	334	13	-	-	SYM
agb-410	334	14	464	464	NUM
agb-410	334	15	.	.	PUNCT
agb-410	335	1	doi	doi	NOUN
agb-410	335	2	:	:	PUNCT
agb-410	335	3	https://doi.org/10	https://doi.org/10	PROPN
agb-410	335	4	.	.	PUNCT
agb-410	336	1	1080/1389224x.2020.1748669	1080/1389224x.2020.1748669	NUM
agb-410	336	2	waheed	waheed	NOUN
agb-410	336	3	,	,	PUNCT
agb-410	336	4	o.	o.	PROPN
agb-410	336	5	o.	o.	PROPN
agb-410	336	6	,	,	PUNCT
agb-410	336	7	ayodele	ayodele	PROPN
agb-410	336	8	,	,	PUNCT
agb-410	336	9	o.	o.	PROPN
agb-410	336	10	o.	o.	PROPN
agb-410	336	11	,	,	PUNCT
agb-410	336	12	&	&	CCONJ
agb-410	336	13	issah	issah	PROPN
agb-410	336	14	,	,	PUNCT
agb-410	336	15	u.	u.	PROPN
agb-410	336	16	j.	j.	PROPN
agb-410	336	17	(	(	PUNCT
agb-410	336	18	2020	2020	NUM
agb-410	336	19	)	)	PUNCT
agb-410	336	20	.	.	PUNCT
agb-410	337	1	innovation	innovation	NOUN
agb-410	337	2	and	and	CCONJ
agb-410	337	3	creativity	creativity	NOUN
agb-410	337	4	in	in	ADP
agb-410	337	5	agriculture	agriculture	NOUN
agb-410	337	6	for	for	ADP
agb-410	337	7	sustainable	sustainable	ADJ
agb-410	337	8	development	development	NOUN
agb-410	337	9	.	.	PUNCT
agb-410	338	1	world	world	NOUN
agb-410	338	2	rural	rural	ADJ
agb-410	338	3	observations	observation	NOUN
agb-410	338	4	,	,	PUNCT
agb-410	338	5	12(4	12(4	NUM
agb-410	338	6	)	)	PUNCT
agb-410	338	7	,	,	PUNCT
agb-410	338	8	4146	4146	NUM
agb-410	338	9	.	.	PUNCT
agb-410	339	1	doi	doi	NOUN
agb-410	339	2	:	:	PUNCT
agb-410	339	3	https://doi.org/10.7537/marswro120420.05	https://doi.org/10.7537/marswro120420.05	NOUN
agb-410	339	4	zscheischler	zscheischler	PROPN
agb-410	339	5	,	,	PUNCT
agb-410	339	6	j.	j.	PROPN
agb-410	339	7	,	,	PUNCT
agb-410	339	8	brunsch	brunsch	PROPN
agb-410	339	9	,	,	PUNCT
agb-410	339	10	r.	r.	PROPN
agb-410	339	11	,	,	PUNCT
agb-410	339	12	rogga	rogga	PROPN
agb-410	339	13	,	,	PUNCT
agb-410	339	14	s.	s.	PROPN
agb-410	339	15	,	,	PUNCT
agb-410	339	16	&	&	CCONJ
agb-410	339	17	scholz	scholz	PROPN
agb-410	339	18	,	,	PUNCT
agb-410	339	19	r.	r.	PROPN
agb-410	339	20	w.	w.	PROPN
agb-410	339	21	(	(	PUNCT
agb-410	339	22	2022	2022	NUM
agb-410	339	23	)	)	PUNCT
agb-410	339	24	.	.	PUNCT
agb-410	340	1	perceived	perceive	VERB
agb-410	340	2	risks	risk	NOUN
agb-410	340	3	and	and	CCONJ
agb-410	340	4	vulnerabilities	vulnerability	NOUN
agb-410	340	5	of	of	ADP
agb-410	340	6	employing	employ	VERB
agb-410	340	7	digitalization	digitalization	NOUN
agb-410	340	8	and	and	CCONJ
agb-410	340	9	digital	digital	ADJ
agb-410	340	10	data	datum	NOUN
agb-410	340	11	in	in	ADP
agb-410	340	12	agriculture	agriculture	NOUN
agb-410	340	13	–	–	PUNCT
agb-410	340	14	socially	socially	ADV
agb-410	340	15	robust	robust	ADJ
agb-410	340	16	orientations	orientation	NOUN
agb-410	340	17	from	from	ADP
agb-410	340	18	a	a	DET
agb-410	340	19	transdisciplinary	transdisciplinary	ADJ
agb-410	340	20	process	process	NOUN
agb-410	340	21	.	.	PUNCT
agb-410	341	1	journal	journal	NOUN
agb-410	341	2	of	of	ADP
agb-410	341	3	cleaner	clean	ADJ
agb-410	341	4	production	production	NOUN
agb-410	341	5	,	,	PUNCT
agb-410	341	6	358	358	NUM
agb-410	341	7	,	,	PUNCT
agb-410	341	8	132034	132034	NUM
agb-410	341	9	.	.	PUNCT
agb-410	342	1	doi	doi	NOUN
agb-410	342	2	:	:	PUNCT
agb-410	342	3	https://doi.org/	https://doi.org/	NOUN
agb-410	342	4	10.1016	10.1016	NUM
agb-410	342	5	/	/	SYM
agb-410	342	6	j.jclepro.2022.132034	j.jclepro.2022.132034	NOUN
agb-410	342	7	https://doi.org/10.1111/disa.12454	https://doi.org/10.1111/disa.12454	NOUN
agb-410	342	8	https://doi.org/10.22004/ag.econ.342293	https://doi.org/10.22004/ag.econ.342293	NOUN
agb-410	342	9	https://doi.org/10.1080/00958964.2020.1855094	https://doi.org/10.1080/00958964.2020.1855094	X
agb-410	342	10	https://doi.org/10.1080/1389224x.2020.1748669	https://doi.org/10.1080/1389224x.2020.1748669	NOUN
agb-410	342	11	https://doi.org/10.1080/1389224x.2020.1748669	https://doi.org/10.1080/1389224x.2020.1748669	NOUN
agb-410	342	12	https://doi.org/10.7537/marswro120420.05	https://doi.org/10.7537/marswro120420.05	NOUN
agb-410	342	13	https://doi.org/10.1016/j.jclepro.2022.132034	https://doi.org/10.1016/j.jclepro.2022.132034	ADJ
agb-410	342	14	https://doi.org/10.1016/j.jclepro.2022.132034	https://doi.org/10.1016/j.jclepro.2022.132034	ADJ