id	sid	tid	token	lemma	pos
aad-647	1	1	advancements	advancement	NOUN
aad-647	1	2	in	in	ADP
aad-647	1	3	agricultural	agricultural	ADJ
aad-647	1	4	development	development	NOUN
aad-647	1	5	volume	volume	NOUN
aad-647	1	6	6	6	NUM
aad-647	1	7	,	,	PUNCT
aad-647	1	8	issue	issue	NOUN
aad-647	1	9	3	3	NUM
aad-647	1	10	,	,	PUNCT
aad-647	1	11	2025	2025	NUM
aad-647	1	12	agdevresearch.org	agdevresearch.org	X
aad-647	1	13	1	1	NUM
aad-647	1	14	.	.	PUNCT
aad-647	1	15	danny	danny	PROPN
aad-647	1	16	morris	morris	PROPN
aad-647	1	17	,	,	PUNCT
aad-647	1	18	assistant	assistant	NOUN
aad-647	1	19	professor	professor	NOUN
aad-647	1	20	,	,	PUNCT
aad-647	1	21	university	university	PROPN
aad-647	1	22	of	of	ADP
aad-647	1	23	tennessee	tennessee	PROPN
aad-647	1	24	at	at	ADP
aad-647	1	25	martin	martin	PROPN
aad-647	1	26	,	,	PUNCT
aad-647	1	27	554	554	NUM
aad-647	1	28	university	university	NOUN
aad-647	1	29	street	street	NOUN
aad-647	1	30	,	,	PUNCT
aad-647	1	31	martin	martin	PROPN
aad-647	1	32	,	,	PUNCT
aad-647	1	33	tn	tn	PROPN
aad-647	1	34	38238	38238	NUM
aad-647	1	35	,	,	PUNCT
aad-647	1	36	dmorri25@utm.edu	dmorri25@utm.edu	PROPN
aad-647	1	37	,	,	PUNCT
aad-647	1	38	https://orcid.org/0009-0008-0598-9790	https://orcid.org/0009-0008-0598-9790	NOUN
aad-647	1	39	2	2	NUM
aad-647	1	40	.	.	PUNCT
aad-647	2	1	john	john	PROPN
aad-647	2	2	c.	c.	PROPN
aad-647	2	3	ricketts	ricketts	PROPN
aad-647	2	4	,	,	PUNCT
aad-647	2	5	professor	professor	NOUN
aad-647	2	6	,	,	PUNCT
aad-647	2	7	tennessee	tennessee	PROPN
aad-647	2	8	state	state	PROPN
aad-647	2	9	university	university	PROPN
aad-647	2	10	,	,	PUNCT
aad-647	2	11	3500	3500	NUM
aad-647	2	12	john	john	PROPN
aad-647	2	13	a.	a.	PROPN
aad-647	2	14	merritt	merritt	PROPN
aad-647	2	15	blvd	blvd	PROPN
aad-647	2	16	.	.	PUNCT
aad-647	2	17	,	,	PUNCT
aad-647	2	18	nashville	nashville	PROPN
aad-647	2	19	,	,	PUNCT
aad-647	2	20	tn	tn	PROPN
aad-647	2	21	37209	37209	NUM
aad-647	2	22	,	,	PUNCT
aad-647	2	23	jricket1@tnstate.edu	jricket1@tnstate.edu	PROPN
aad-647	2	24	,	,	PUNCT
aad-647	2	25	https://orcid.org/0000-0002-0559-5803	https://orcid.org/0000-0002-0559-5803	NOUN
aad-647	2	26	3	3	NUM
aad-647	2	27	.	.	PUNCT
aad-647	3	1	david	david	PROPN
aad-647	3	2	hochreiter	hochreiter	PROPN
aad-647	3	3	,	,	PUNCT
aad-647	3	4	ph.d	ph.d	PROPN
aad-647	3	5	.	.	PUNCT
aad-647	3	6	candidate	candidate	PROPN
aad-647	3	7	,	,	PUNCT
aad-647	3	8	tennessee	tennessee	PROPN
aad-647	3	9	state	state	PROPN
aad-647	3	10	university	university	PROPN
aad-647	3	11	,	,	PUNCT
aad-647	3	12	3500	3500	NUM
aad-647	3	13	john	john	PROPN
aad-647	3	14	a.	a.	PROPN
aad-647	3	15	merritt	merritt	PROPN
aad-647	3	16	blvd	blvd	PROPN
aad-647	3	17	.	.	PUNCT
aad-647	3	18	,	,	PUNCT
aad-647	3	19	nashville	nashville	PROPN
aad-647	3	20	,	,	PUNCT
aad-647	3	21	tn	tn	PROPN
aad-647	3	22	37209	37209	NUM
aad-647	3	23	,	,	PUNCT
aad-647	3	24	dhochrei@tnstate.edu	dhochrei@tnstate.edu	PROPN
aad-647	3	25	,	,	PUNCT
aad-647	3	26	https://orcid.org/009-001-7899-9905	https://orcid.org/009-001-7899-9905	VERB
aad-647	3	27	59	59	NUM
aad-647	3	28	factors	factor	NOUN
aad-647	3	29	influencing	influence	VERB
aad-647	3	30	tennessee	tennessee	PROPN
aad-647	3	31	farmers	farmer	NOUN
aad-647	3	32	’	’	PART
aad-647	3	33	adoption	adoption	NOUN
aad-647	3	34	of	of	ADP
aad-647	3	35	technology	technology	NOUN
aad-647	3	36	:	:	PUNCT
aad-647	3	37	a	a	DET
aad-647	3	38	survey	survey	NOUN
aad-647	3	39	of	of	ADP
aad-647	3	40	tennessee	tennessee	PROPN
aad-647	3	41	agricultural	agricultural	ADJ
aad-647	3	42	enhancement	enhancement	NOUN
aad-647	3	43	program	program	NOUN
aad-647	3	44	participants	participant	NOUN
aad-647	3	45	d.	d.	PROPN
aad-647	3	46	morris1	morris1	PROPN
aad-647	3	47	,	,	PUNCT
aad-647	3	48	j.	j.	PROPN
aad-647	3	49	c.	c.	PROPN
aad-647	3	50	ricketts2	ricketts2	PROPN
aad-647	3	51	,	,	PUNCT
aad-647	3	52	d.	d.	PROPN
aad-647	3	53	hochreiter3	hochreiter3	PROPN
aad-647	3	54	article	article	NOUN
aad-647	3	55	history	history	NOUN
aad-647	3	56	received	receive	VERB
aad-647	3	57	:	:	PUNCT
aad-647	3	58	july	july	PROPN
aad-647	3	59	10	10	NUM
aad-647	3	60	,	,	PUNCT
aad-647	3	61	2025	2025	NUM
aad-647	3	62	accepted	accept	VERB
aad-647	3	63	:	:	PUNCT
aad-647	3	64	august	august	PROPN
aad-647	3	65	10	10	NUM
aad-647	3	66	,	,	PUNCT
aad-647	3	67	2025	2025	NUM
aad-647	3	68	published	publish	VERB
aad-647	3	69	:	:	PUNCT
aad-647	3	70	september	september	PROPN
aad-647	3	71	29	29	NUM
aad-647	3	72	,	,	PUNCT
aad-647	3	73	2025	2025	NUM
aad-647	3	74	keywords	keyword	VERB
aad-647	3	75	adoption	adoption	NOUN
aad-647	3	76	;	;	PUNCT
aad-647	3	77	technology	technology	NOUN
aad-647	3	78	;	;	PUNCT
aad-647	3	79	farmers	farmer	NOUN
aad-647	3	80	;	;	PUNCT
aad-647	3	81	sdg	sdg	NOUN
aad-647	3	82	9	9	NUM
aad-647	3	83	:	:	PUNCT
aad-647	3	84	industry	industry	NOUN
aad-647	3	85	,	,	PUNCT
aad-647	3	86	innovation	innovation	NOUN
aad-647	3	87	,	,	PUNCT
aad-647	3	88	&	&	CCONJ
aad-647	3	89	infrastructure	infrastructure	NOUN
aad-647	3	90	abstract	abstract	ADJ
aad-647	3	91	farmers	farmer	NOUN
aad-647	3	92	adopt	adopt	VERB
aad-647	3	93	new	new	ADJ
aad-647	3	94	technologies	technology	NOUN
aad-647	3	95	to	to	PART
aad-647	3	96	be	be	AUX
aad-647	3	97	competitive	competitive	ADJ
aad-647	3	98	and	and	CCONJ
aad-647	3	99	farm	farm	NOUN
aad-647	3	100	efficiently	efficiently	ADV
aad-647	3	101	.	.	PUNCT
aad-647	4	1	this	this	DET
aad-647	4	2	study	study	NOUN
aad-647	4	3	explored	explore	VERB
aad-647	4	4	what	what	PRON
aad-647	4	5	factors	factor	NOUN
aad-647	4	6	influence	influence	VERB
aad-647	4	7	technology	technology	NOUN
aad-647	4	8	adoption	adoption	NOUN
aad-647	4	9	among	among	ADP
aad-647	4	10	row	row	NOUN
aad-647	4	11	crop	crop	NOUN
aad-647	4	12	and	and	CCONJ
aad-647	4	13	livestock	livestock	NOUN
aad-647	4	14	farmers	farmer	NOUN
aad-647	4	15	in	in	ADP
aad-647	4	16	tennessee	tennessee	PROPN
aad-647	4	17	.	.	PUNCT
aad-647	5	1	utilizing	utilize	VERB
aad-647	5	2	rogers	roger	NOUN
aad-647	5	3	’	'	PUNCT
aad-647	5	4	diffusion	diffusion	NOUN
aad-647	5	5	of	of	ADP
aad-647	5	6	innovations	innovation	NOUN
aad-647	5	7	theory	theory	NOUN
aad-647	5	8	,	,	PUNCT
aad-647	5	9	this	this	DET
aad-647	5	10	study	study	NOUN
aad-647	5	11	investigated	investigate	VERB
aad-647	5	12	the	the	DET
aad-647	5	13	impact	impact	NOUN
aad-647	5	14	of	of	ADP
aad-647	5	15	economic	economic	ADJ
aad-647	5	16	benefits	benefit	NOUN
aad-647	5	17	,	,	PUNCT
aad-647	5	18	cost	cost	NOUN
aad-647	5	19	,	,	PUNCT
aad-647	5	20	peer	peer	NOUN
aad-647	5	21	influence	influence	NOUN
aad-647	5	22	,	,	PUNCT
aad-647	5	23	compatibility	compatibility	NOUN
aad-647	5	24	,	,	PUNCT
aad-647	5	25	and	and	CCONJ
aad-647	5	26	demographic	demographic	ADJ
aad-647	5	27	characteristics	characteristic	NOUN
aad-647	5	28	on	on	ADP
aad-647	5	29	the	the	DET
aad-647	5	30	adoption	adoption	NOUN
aad-647	5	31	decisions	decision	NOUN
aad-647	5	32	of	of	ADP
aad-647	5	33	farmers	farmer	NOUN
aad-647	5	34	.	.	PUNCT
aad-647	6	1	this	this	DET
aad-647	6	2	study	study	NOUN
aad-647	6	3	employed	employ	VERB
aad-647	6	4	a	a	DET
aad-647	6	5	mixed	mix	VERB
aad-647	6	6	-	-	PUNCT
aad-647	6	7	methods	method	NOUN
aad-647	6	8	approach	approach	NOUN
aad-647	6	9	by	by	ADP
aad-647	6	10	combining	combine	VERB
aad-647	6	11	the	the	DET
aad-647	6	12	delphi	delphi	NOUN
aad-647	6	13	technique	technique	NOUN
aad-647	6	14	and	and	CCONJ
aad-647	6	15	survey	survey	NOUN
aad-647	6	16	research	research	NOUN
aad-647	6	17	.	.	PUNCT
aad-647	7	1	thirty	thirty	NUM
aad-647	7	2	experts	expert	NOUN
aad-647	7	3	participated	participate	VERB
aad-647	7	4	in	in	ADP
aad-647	7	5	the	the	DET
aad-647	7	6	delphi	delphi	NOUN
aad-647	7	7	and	and	CCONJ
aad-647	7	8	675	675	NUM
aad-647	7	9	farmers	farmer	NOUN
aad-647	7	10	completed	complete	VERB
aad-647	7	11	the	the	DET
aad-647	7	12	quantitative	quantitative	ADJ
aad-647	7	13	instrument	instrument	NOUN
aad-647	7	14	.	.	PUNCT
aad-647	8	1	the	the	DET
aad-647	8	2	results	result	NOUN
aad-647	8	3	of	of	ADP
aad-647	8	4	the	the	DET
aad-647	8	5	delphi	delphi	NOUN
aad-647	8	6	study	study	NOUN
aad-647	8	7	provided	provide	VERB
aad-647	8	8	a	a	DET
aad-647	8	9	list	list	NOUN
aad-647	8	10	of	of	ADP
aad-647	8	11	technologies	technology	NOUN
aad-647	8	12	that	that	PRON
aad-647	8	13	farmers	farmer	NOUN
aad-647	8	14	are	be	AUX
aad-647	8	15	currently	currently	ADV
aad-647	8	16	looking	look	VERB
aad-647	8	17	to	to	PART
aad-647	8	18	adopt	adopt	VERB
aad-647	8	19	along	along	ADP
aad-647	8	20	with	with	ADP
aad-647	8	21	what	what	PRON
aad-647	8	22	promotes	promote	VERB
aad-647	8	23	and	and	CCONJ
aad-647	8	24	hinders	hinder	VERB
aad-647	8	25	adoption	adoption	NOUN
aad-647	8	26	.	.	PUNCT
aad-647	9	1	survey	survey	NOUN
aad-647	9	2	research	research	NOUN
aad-647	9	3	revealed	reveal	VERB
aad-647	9	4	that	that	SCONJ
aad-647	9	5	economic	economic	ADJ
aad-647	9	6	benefits	benefit	NOUN
aad-647	9	7	are	be	AUX
aad-647	9	8	the	the	DET
aad-647	9	9	most	most	ADV
aad-647	9	10	influential	influential	ADJ
aad-647	9	11	factor	factor	NOUN
aad-647	9	12	in	in	ADP
aad-647	9	13	adoption	adoption	NOUN
aad-647	9	14	,	,	PUNCT
aad-647	9	15	while	while	SCONJ
aad-647	9	16	cost	cost	NOUN
aad-647	9	17	and	and	CCONJ
aad-647	9	18	compatibility	compatibility	NOUN
aad-647	9	19	can	can	AUX
aad-647	9	20	serve	serve	VERB
aad-647	9	21	as	as	ADP
aad-647	9	22	barriers	barrier	NOUN
aad-647	9	23	.	.	PUNCT
aad-647	10	1	demographic	demographic	ADJ
aad-647	10	2	characteristics	characteristic	NOUN
aad-647	10	3	such	such	ADJ
aad-647	10	4	as	as	ADP
aad-647	10	5	education	education	NOUN
aad-647	10	6	level	level	NOUN
aad-647	10	7	,	,	PUNCT
aad-647	10	8	farm	farm	NOUN
aad-647	10	9	size	size	NOUN
aad-647	10	10	,	,	PUNCT
aad-647	10	11	farm	farm	NOUN
aad-647	10	12	income	income	NOUN
aad-647	10	13	,	,	PUNCT
aad-647	10	14	and	and	CCONJ
aad-647	10	15	years	year	NOUN
aad-647	10	16	of	of	ADP
aad-647	10	17	experience	experience	NOUN
aad-647	10	18	significantly	significantly	ADV
aad-647	10	19	influence	influence	VERB
aad-647	10	20	adoption	adoption	NOUN
aad-647	10	21	decisions	decision	NOUN
aad-647	10	22	.	.	PUNCT
aad-647	11	1	binary	binary	ADJ
aad-647	11	2	logistic	logistic	ADJ
aad-647	11	3	regression	regression	NOUN
aad-647	11	4	and	and	CCONJ
aad-647	11	5	bayesian	bayesian	NOUN
aad-647	11	6	regression	regression	NOUN
aad-647	11	7	analyses	analysis	NOUN
aad-647	11	8	indicated	indicate	VERB
aad-647	11	9	that	that	SCONJ
aad-647	11	10	adopter	adopter	ADJ
aad-647	11	11	categories	category	NOUN
aad-647	11	12	,	,	PUNCT
aad-647	11	13	innovativeness	innovativeness	NOUN
aad-647	11	14	,	,	PUNCT
aad-647	11	15	economic	economic	ADJ
aad-647	11	16	factors	factor	NOUN
aad-647	11	17	,	,	PUNCT
aad-647	11	18	demographics	demographic	NOUN
aad-647	11	19	,	,	PUNCT
aad-647	11	20	and	and	CCONJ
aad-647	11	21	socioeconomic	socioeconomic	ADJ
aad-647	11	22	factors	factor	NOUN
aad-647	11	23	significantly	significantly	ADV
aad-647	11	24	influence	influence	VERB
aad-647	11	25	adoption	adoption	NOUN
aad-647	11	26	decisions	decision	NOUN
aad-647	11	27	.	.	PUNCT
aad-647	12	1	the	the	DET
aad-647	12	2	conceptual	conceptual	ADJ
aad-647	12	3	model	model	NOUN
aad-647	12	4	developed	develop	VERB
aad-647	12	5	from	from	ADP
aad-647	12	6	this	this	DET
aad-647	12	7	study	study	NOUN
aad-647	12	8	suggests	suggest	VERB
aad-647	12	9	the	the	DET
aad-647	12	10	inclusion	inclusion	NOUN
aad-647	12	11	of	of	ADP
aad-647	12	12	various	various	ADJ
aad-647	12	13	influential	influential	ADJ
aad-647	12	14	factors	factor	NOUN
aad-647	12	15	to	to	PART
aad-647	12	16	improve	improve	VERB
aad-647	12	17	the	the	DET
aad-647	12	18	predictability	predictability	NOUN
aad-647	12	19	of	of	ADP
aad-647	12	20	adoption	adoption	NOUN
aad-647	12	21	decisions	decision	NOUN
aad-647	12	22	.	.	PUNCT
aad-647	13	1	mailto:dmorri25@utm.edu	mailto:dmorri25@utm.edu	PROPN
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aad-647	13	3	mailto:jricket1@tnstate.edu	mailto:jricket1@tnstate.edu	NOUN
aad-647	13	4	https://orcid.org/0000-0002-0559-5803	https://orcid.org/0000-0002-0559-5803	NOUN
aad-647	13	5	mailto:dhochrei@tnstate.edu	mailto:dhochrei@tnstate.edu	ADJ
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aad-647	13	7	morris	morris	PROPN
aad-647	13	8	et	et	PROPN
aad-647	13	9	al	al	PROPN
aad-647	13	10	.	.	PUNCT
aad-647	13	11	advancements	advancement	NOUN
aad-647	13	12	in	in	ADP
aad-647	13	13	agricultural	agricultural	ADJ
aad-647	13	14	development	development	NOUN
aad-647	13	15	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	13	16	60	60	NUM
aad-647	13	17	introduction	introduction	NOUN
aad-647	13	18	and	and	CCONJ
aad-647	13	19	problem	problem	NOUN
aad-647	13	20	statement	statement	NOUN
aad-647	13	21	the	the	DET
aad-647	13	22	adoption	adoption	NOUN
aad-647	13	23	of	of	ADP
aad-647	13	24	innovations	innovation	NOUN
aad-647	13	25	and	and	CCONJ
aad-647	13	26	technologies	technology	NOUN
aad-647	13	27	by	by	ADP
aad-647	13	28	farmers	farmer	NOUN
aad-647	13	29	enhances	enhance	VERB
aad-647	13	30	agricultural	agricultural	ADJ
aad-647	13	31	enterprises	enterprise	NOUN
aad-647	13	32	in	in	ADP
aad-647	13	33	multiple	multiple	ADJ
aad-647	13	34	ways	way	NOUN
aad-647	13	35	,	,	PUNCT
aad-647	13	36	from	from	ADP
aad-647	13	37	reduced	reduce	VERB
aad-647	13	38	inputs	input	NOUN
aad-647	13	39	to	to	ADP
aad-647	13	40	increased	increase	VERB
aad-647	13	41	production	production	NOUN
aad-647	13	42	,	,	PUNCT
aad-647	13	43	profits	profit	NOUN
aad-647	13	44	,	,	PUNCT
aad-647	13	45	and	and	CCONJ
aad-647	13	46	sustainability	sustainability	NOUN
aad-647	13	47	.	.	PUNCT
aad-647	14	1	this	this	DET
aad-647	14	2	research	research	NOUN
aad-647	14	3	supports	support	VERB
aad-647	14	4	the	the	DET
aad-647	14	5	united	united	PROPN
aad-647	14	6	nation	nation	PROPN
aad-647	14	7	’s	’s	PART
aad-647	14	8	goal	goal	NOUN
aad-647	14	9	to	to	PART
aad-647	14	10	help	help	VERB
aad-647	14	11	farmers	farmer	NOUN
aad-647	14	12	foster	foster	ADJ
aad-647	14	13	innovation	innovation	NOUN
aad-647	14	14	to	to	PART
aad-647	14	15	be	be	AUX
aad-647	14	16	more	more	ADV
aad-647	14	17	sustainable	sustainable	ADJ
aad-647	14	18	.	.	PUNCT
aad-647	15	1	loevinsohn	loevinsohn	NOUN
aad-647	15	2	,	,	PUNCT
aad-647	15	3	et	et	PROPN
aad-647	15	4	al	al	PROPN
aad-647	15	5	.	.	PROPN
aad-647	16	1	(	(	PUNCT
aad-647	16	2	2013	2013	NUM
aad-647	16	3	,	,	PUNCT
aad-647	16	4	p.	p.	NOUN
aad-647	16	5	2	2	NUM
aad-647	16	6	)	)	PUNCT
aad-647	16	7	,	,	PUNCT
aad-647	16	8	described	describe	VERB
aad-647	16	9	agricultural	agricultural	ADJ
aad-647	16	10	technology	technology	NOUN
aad-647	16	11	as	as	ADP
aad-647	16	12	“	"	PUNCT
aad-647	16	13	the	the	DET
aad-647	16	14	means	mean	NOUN
aad-647	16	15	and	and	CCONJ
aad-647	16	16	methods	method	NOUN
aad-647	16	17	of	of	ADP
aad-647	16	18	producing	produce	VERB
aad-647	16	19	crops	crop	NOUN
aad-647	16	20	and	and	CCONJ
aad-647	16	21	livestock	livestock	NOUN
aad-647	16	22	.	.	PUNCT
aad-647	16	23	”	"	PUNCT
aad-647	17	1	the	the	DET
aad-647	17	2	goal	goal	NOUN
aad-647	17	3	of	of	ADP
aad-647	17	4	technology	technology	NOUN
aad-647	17	5	itself	itself	PRON
aad-647	17	6	is	be	AUX
aad-647	17	7	the	the	DET
aad-647	17	8	production	production	NOUN
aad-647	17	9	of	of	ADP
aad-647	17	10	a	a	DET
aad-647	17	11	good	good	NOUN
aad-647	17	12	or	or	CCONJ
aad-647	17	13	service	service	NOUN
aad-647	17	14	that	that	PRON
aad-647	17	15	is	be	AUX
aad-647	17	16	easier	easy	ADJ
aad-647	17	17	,	,	PUNCT
aad-647	17	18	less	less	ADV
aad-647	17	19	expensive	expensive	ADJ
aad-647	17	20	,	,	PUNCT
aad-647	17	21	or	or	CCONJ
aad-647	17	22	less	less	ADV
aad-647	17	23	laborious	laborious	ADJ
aad-647	17	24	while	while	SCONJ
aad-647	17	25	simultaneously	simultaneously	ADV
aad-647	17	26	increasing	increase	VERB
aad-647	17	27	efficiency	efficiency	NOUN
aad-647	17	28	.	.	PUNCT
aad-647	18	1	technologies	technology	NOUN
aad-647	18	2	are	be	AUX
aad-647	18	3	designed	design	VERB
aad-647	18	4	to	to	PART
aad-647	18	5	save	save	VERB
aad-647	18	6	time	time	NOUN
aad-647	18	7	and	and	CCONJ
aad-647	18	8	reduce	reduce	VERB
aad-647	18	9	effort	effort	NOUN
aad-647	18	10	by	by	ADP
aad-647	18	11	making	make	VERB
aad-647	18	12	the	the	DET
aad-647	18	13	applicant	applicant	NOUN
aad-647	18	14	's	's	PART
aad-647	18	15	work	work	NOUN
aad-647	18	16	easier	easy	ADJ
aad-647	18	17	than	than	SCONJ
aad-647	18	18	it	it	PRON
aad-647	18	19	would	would	AUX
aad-647	18	20	have	have	AUX
aad-647	18	21	been	be	AUX
aad-647	18	22	without	without	ADP
aad-647	18	23	the	the	DET
aad-647	18	24	innovation	innovation	NOUN
aad-647	18	25	(	(	PUNCT
aad-647	18	26	bonabana	bonabana	NOUN
aad-647	18	27	-	-	PUNCT
aad-647	18	28	wabbi	wabbi	NOUN
aad-647	18	29	,	,	PUNCT
aad-647	18	30	2002	2002	NUM
aad-647	18	31	)	)	PUNCT
aad-647	18	32	.	.	PUNCT
aad-647	19	1	the	the	DET
aad-647	19	2	factors	factor	NOUN
aad-647	19	3	that	that	PRON
aad-647	19	4	influence	influence	VERB
aad-647	19	5	the	the	DET
aad-647	19	6	decision	decision	NOUN
aad-647	19	7	to	to	PART
aad-647	19	8	adopt	adopt	VERB
aad-647	19	9	or	or	CCONJ
aad-647	19	10	not	not	PART
aad-647	19	11	adopt	adopt	VERB
aad-647	19	12	a	a	DET
aad-647	19	13	technology	technology	NOUN
aad-647	19	14	are	be	AUX
aad-647	19	15	all	all	PRON
aad-647	19	16	influenced	influence	VERB
aad-647	19	17	by	by	ADP
aad-647	19	18	an	an	DET
aad-647	19	19	individual	individual	NOUN
aad-647	19	20	’s	’s	PART
aad-647	19	21	characteristics	characteristic	NOUN
aad-647	19	22	,	,	PUNCT
aad-647	19	23	access	access	NOUN
aad-647	19	24	to	to	ADP
aad-647	19	25	information	information	NOUN
aad-647	19	26	regarding	regard	VERB
aad-647	19	27	the	the	DET
aad-647	19	28	technology	technology	NOUN
aad-647	19	29	,	,	PUNCT
aad-647	19	30	peer	peer	NOUN
aad-647	19	31	influence	influence	NOUN
aad-647	19	32	,	,	PUNCT
aad-647	19	33	and	and	CCONJ
aad-647	19	34	a	a	DET
aad-647	19	35	myriad	myriad	NOUN
aad-647	19	36	of	of	ADP
aad-647	19	37	other	other	ADJ
aad-647	19	38	factors	factor	NOUN
aad-647	19	39	(	(	PUNCT
aad-647	19	40	rogers	roger	NOUN
aad-647	19	41	,	,	PUNCT
aad-647	19	42	2003	2003	NUM
aad-647	19	43	)	)	PUNCT
aad-647	19	44	.	.	PUNCT
aad-647	20	1	previous	previous	ADJ
aad-647	20	2	research	research	NOUN
aad-647	20	3	on	on	ADP
aad-647	20	4	the	the	DET
aad-647	20	5	transformation	transformation	NOUN
aad-647	20	6	of	of	ADP
aad-647	20	7	agriculture	agriculture	NOUN
aad-647	20	8	has	have	AUX
aad-647	20	9	mostly	mostly	ADV
aad-647	20	10	concentrated	concentrate	VERB
aad-647	20	11	on	on	ADP
aad-647	20	12	the	the	DET
aad-647	20	13	technical	technical	ADJ
aad-647	20	14	aspects	aspect	NOUN
aad-647	20	15	of	of	ADP
aad-647	20	16	integrating	integrate	VERB
aad-647	20	17	new	new	ADJ
aad-647	20	18	technologies	technology	NOUN
aad-647	20	19	to	to	PART
aad-647	20	20	enhance	enhance	VERB
aad-647	20	21	agricultural	agricultural	ADJ
aad-647	20	22	practices	practice	NOUN
aad-647	20	23	and	and	CCONJ
aad-647	20	24	output	output	NOUN
aad-647	20	25	.	.	PUNCT
aad-647	21	1	a	a	DET
aad-647	21	2	growing	grow	VERB
aad-647	21	3	number	number	NOUN
aad-647	21	4	of	of	ADP
aad-647	21	5	studies	study	NOUN
aad-647	21	6	conducted	conduct	VERB
aad-647	21	7	in	in	ADP
aad-647	21	8	recent	recent	ADJ
aad-647	21	9	years	year	NOUN
aad-647	21	10	have	have	AUX
aad-647	21	11	looked	look	VERB
aad-647	21	12	at	at	ADP
aad-647	21	13	how	how	SCONJ
aad-647	21	14	farmers	farmer	NOUN
aad-647	21	15	are	be	AUX
aad-647	21	16	utilizing	utilize	VERB
aad-647	21	17	new	new	ADJ
aad-647	21	18	technologies	technology	NOUN
aad-647	21	19	and	and	CCONJ
aad-647	21	20	the	the	DET
aad-647	21	21	key	key	ADJ
aad-647	21	22	factors	factor	NOUN
aad-647	21	23	that	that	PRON
aad-647	21	24	influence	influence	VERB
aad-647	21	25	their	their	PRON
aad-647	21	26	decision	decision	NOUN
aad-647	21	27	to	to	PART
aad-647	21	28	adopt	adopt	VERB
aad-647	21	29	technologies	technology	NOUN
aad-647	21	30	(	(	PUNCT
aad-647	21	31	carlisle	carlisle	PROPN
aad-647	21	32	,	,	PUNCT
aad-647	21	33	2016	2016	NUM
aad-647	21	34	;	;	PUNCT
aad-647	21	35	li	li	PROPN
aad-647	21	36	et	et	PROPN
aad-647	21	37	al	al	PROPN
aad-647	21	38	.	.	PROPN
aad-647	21	39	,	,	PUNCT
aad-647	21	40	2019	2019	NUM
aad-647	21	41	;	;	PUNCT
aad-647	21	42	yaseen	yaseen	PROPN
aad-647	21	43	et	et	PROPN
aad-647	21	44	al	al	PROPN
aad-647	21	45	.	.	PROPN
aad-647	21	46	,	,	PUNCT
aad-647	21	47	2023	2023	NUM
aad-647	21	48	)	)	PUNCT
aad-647	21	49	..	..	PUNCT
aad-647	22	1	according	accord	VERB
aad-647	22	2	to	to	ADP
aad-647	22	3	mwangi	mwangi	PROPN
aad-647	22	4	and	and	CCONJ
aad-647	22	5	kariuki	kariuki	PROPN
aad-647	22	6	(	(	PUNCT
aad-647	22	7	2015	2015	NUM
aad-647	22	8	,	,	PUNCT
aad-647	22	9	p.	p.	NOUN
aad-647	22	10	209	209	NUM
aad-647	22	11	)	)	PUNCT
aad-647	22	12	,	,	PUNCT
aad-647	22	13	“	"	PUNCT
aad-647	22	14	researchers	researcher	NOUN
aad-647	22	15	should	should	AUX
aad-647	22	16	clearly	clearly	ADV
aad-647	22	17	state	state	VERB
aad-647	22	18	how	how	SCONJ
aad-647	22	19	they	they	PRON
aad-647	22	20	are	be	AUX
aad-647	22	21	defining	define	VERB
aad-647	22	22	technology	technology	NOUN
aad-647	22	23	adoption	adoption	NOUN
aad-647	22	24	so	so	SCONJ
aad-647	22	25	that	that	SCONJ
aad-647	22	26	they	they	PRON
aad-647	22	27	can	can	AUX
aad-647	22	28	develop	develop	VERB
aad-647	22	29	an	an	DET
aad-647	22	30	appropriate	appropriate	ADJ
aad-647	22	31	tool	tool	NOUN
aad-647	22	32	to	to	PART
aad-647	22	33	measure	measure	VERB
aad-647	22	34	it	it	PRON
aad-647	22	35	.	.	PUNCT
aad-647	22	36	”	"	PUNCT
aad-647	23	1	despite	despite	SCONJ
aad-647	23	2	substantial	substantial	ADJ
aad-647	23	3	work	work	NOUN
aad-647	23	4	on	on	ADP
aad-647	23	5	technology	technology	NOUN
aad-647	23	6	adoption	adoption	NOUN
aad-647	23	7	in	in	ADP
aad-647	23	8	agriculture	agriculture	NOUN
aad-647	23	9	,	,	PUNCT
aad-647	23	10	few	few	ADJ
aad-647	23	11	statewide	statewide	ADJ
aad-647	23	12	studies	study	NOUN
aad-647	23	13	integrate	integrate	VERB
aad-647	23	14	farmer	farmer	NOUN
aad-647	23	15	elicited	elicit	VERB
aad-647	23	16	technology	technology	NOUN
aad-647	23	17	priorities	priority	NOUN
aad-647	23	18	with	with	ADP
aad-647	23	19	multivariate	multivariate	NOUN
aad-647	23	20	adoption	adoption	NOUN
aad-647	23	21	modeling	modeling	NOUN
aad-647	23	22	that	that	PRON
aad-647	23	23	compares	compare	VERB
aad-647	23	24	row	row	NOUN
aad-647	23	25	-	-	PUNCT
aad-647	23	26	crop	crop	NOUN
aad-647	23	27	and	and	CCONJ
aad-647	23	28	beef	beef	NOUN
aad-647	23	29	farmers	farmer	NOUN
aad-647	23	30	within	within	ADP
aad-647	23	31	the	the	DET
aad-647	23	32	same	same	ADJ
aad-647	23	33	study	study	NOUN
aad-647	23	34	.	.	PUNCT
aad-647	24	1	this	this	DET
aad-647	24	2	study	study	NOUN
aad-647	24	3	addresses	address	NOUN
aad-647	24	4	that	that	DET
aad-647	24	5	gap	gap	NOUN
aad-647	24	6	by	by	ADP
aad-647	24	7	combining	combine	VERB
aad-647	24	8	a	a	DET
aad-647	24	9	three	three	NUM
aad-647	24	10	-	-	PUNCT
aad-647	24	11	round	round	NOUN
aad-647	24	12	delphi	delphi	NOUN
aad-647	24	13	with	with	ADP
aad-647	24	14	a	a	DET
aad-647	24	15	state	state	NOUN
aad-647	24	16	-	-	PUNCT
aad-647	24	17	wide	wide	ADJ
aad-647	24	18	quantitative	quantitative	ADJ
aad-647	24	19	survey	survey	NOUN
aad-647	24	20	to	to	PART
aad-647	24	21	describe	describe	VERB
aad-647	24	22	how	how	SCONJ
aad-647	24	23	economic	economic	ADJ
aad-647	24	24	benefits	benefit	NOUN
aad-647	24	25	,	,	PUNCT
aad-647	24	26	cost	cost	NOUN
aad-647	24	27	,	,	PUNCT
aad-647	24	28	compatibility	compatibility	NOUN
aad-647	24	29	,	,	PUNCT
aad-647	24	30	peer	peer	NOUN
aad-647	24	31	influence	influence	NOUN
aad-647	24	32	,	,	PUNCT
aad-647	24	33	and	and	CCONJ
aad-647	24	34	producer	producer	NOUN
aad-647	24	35	characteristics	characteristic	NOUN
aad-647	24	36	influence	influence	NOUN
aad-647	24	37	adoption	adoption	NOUN
aad-647	24	38	decision	decision	NOUN
aad-647	24	39	in	in	ADP
aad-647	24	40	tennessee	tennessee	PROPN
aad-647	24	41	.	.	PUNCT
aad-647	25	1	theoretical	theoretical	ADJ
aad-647	25	2	and	and	CCONJ
aad-647	25	3	conceptual	conceptual	ADJ
aad-647	25	4	framework	framework	NOUN
aad-647	25	5	the	the	DET
aad-647	25	6	theoretical	theoretical	ADJ
aad-647	25	7	framework	framework	NOUN
aad-647	25	8	for	for	ADP
aad-647	25	9	this	this	DET
aad-647	25	10	study	study	NOUN
aad-647	25	11	includes	include	VERB
aad-647	25	12	rogers	roger	NOUN
aad-647	25	13	’	'	PUNCT
aad-647	25	14	(	(	PUNCT
aad-647	25	15	2003	2003	NUM
aad-647	25	16	;	;	PUNCT
aad-647	25	17	rogers	rogers	PROPN
aad-647	25	18	et	et	PROPN
aad-647	25	19	al	al	PROPN
aad-647	25	20	.	.	PROPN
aad-647	25	21	,	,	PUNCT
aad-647	25	22	2014	2014	NUM
aad-647	25	23	)	)	PUNCT
aad-647	25	24	diffusion	diffusion	NOUN
aad-647	25	25	of	of	ADP
aad-647	25	26	innovations	innovation	NOUN
aad-647	25	27	theory	theory	NOUN
aad-647	25	28	and	and	CCONJ
aad-647	25	29	ajzen	ajzen	NOUN
aad-647	25	30	’s	’s	PART
aad-647	25	31	(	(	PUNCT
aad-647	25	32	1991	1991	NUM
aad-647	25	33	)	)	PUNCT
aad-647	25	34	theory	theory	NOUN
aad-647	25	35	of	of	ADP
aad-647	25	36	planned	plan	VERB
aad-647	25	37	behavior	behavior	NOUN
aad-647	25	38	(	(	PUNCT
aad-647	25	39	tpb	tpb	NOUN
aad-647	25	40	)	)	PUNCT
aad-647	25	41	.	.	PUNCT
aad-647	26	1	the	the	DET
aad-647	26	2	theory	theory	NOUN
aad-647	26	3	of	of	ADP
aad-647	26	4	rational	rational	ADJ
aad-647	26	5	choice	choice	NOUN
aad-647	26	6	(	(	PUNCT
aad-647	26	7	trc	trc	PROPN
aad-647	26	8	)	)	PUNCT
aad-647	26	9	was	be	AUX
aad-647	26	10	also	also	ADV
aad-647	26	11	used	use	VERB
aad-647	26	12	in	in	ADP
aad-647	26	13	this	this	DET
aad-647	26	14	study	study	NOUN
aad-647	26	15	to	to	PART
aad-647	26	16	further	far	ADV
aad-647	26	17	explain	explain	VERB
aad-647	26	18	the	the	DET
aad-647	26	19	motivational	motivational	ADJ
aad-647	26	20	behaviors	behavior	NOUN
aad-647	26	21	of	of	ADP
aad-647	26	22	farmers	farmer	NOUN
aad-647	26	23	when	when	SCONJ
aad-647	26	24	looking	look	VERB
aad-647	26	25	to	to	PART
aad-647	26	26	adopt	adopt	VERB
aad-647	26	27	a	a	DET
aad-647	26	28	new	new	ADJ
aad-647	26	29	technology	technology	NOUN
aad-647	26	30	(	(	PUNCT
aad-647	26	31	smith	smith	PROPN
aad-647	26	32	,	,	PUNCT
aad-647	26	33	2012	2012	NUM
aad-647	26	34	)	)	PUNCT
aad-647	26	35	.	.	PUNCT
aad-647	27	1	the	the	DET
aad-647	27	2	principal	principal	ADJ
aad-647	27	3	components	component	NOUN
aad-647	27	4	of	of	ADP
aad-647	27	5	the	the	DET
aad-647	27	6	diffusion	diffusion	NOUN
aad-647	27	7	of	of	ADP
aad-647	27	8	innovations	innovation	NOUN
aad-647	27	9	theory	theory	NOUN
aad-647	27	10	incorporated	incorporate	VERB
aad-647	27	11	in	in	ADP
aad-647	27	12	this	this	DET
aad-647	27	13	study	study	NOUN
aad-647	27	14	encompasses	encompass	VERB
aad-647	27	15	the	the	DET
aad-647	27	16	definition	definition	NOUN
aad-647	27	17	of	of	ADP
aad-647	27	18	innovation	innovation	NOUN
aad-647	27	19	,	,	PUNCT
aad-647	27	20	the	the	DET
aad-647	27	21	social	social	ADJ
aad-647	27	22	networks	network	NOUN
aad-647	27	23	through	through	ADP
aad-647	27	24	which	which	PRON
aad-647	27	25	information	information	NOUN
aad-647	27	26	is	be	AUX
aad-647	27	27	disseminated	disseminate	VERB
aad-647	27	28	,	,	PUNCT
aad-647	27	29	influential	influential	ADJ
aad-647	27	30	factors	factor	NOUN
aad-647	27	31	in	in	ADP
aad-647	27	32	deciding	decide	VERB
aad-647	27	33	to	to	PART
aad-647	27	34	adopt	adopt	VERB
aad-647	27	35	an	an	DET
aad-647	27	36	innovation	innovation	NOUN
aad-647	27	37	,	,	PUNCT
aad-647	27	38	and	and	CCONJ
aad-647	27	39	the	the	DET
aad-647	27	40	categories	category	NOUN
aad-647	27	41	of	of	ADP
aad-647	27	42	adopters	adopter	NOUN
aad-647	27	43	as	as	SCONJ
aad-647	27	44	defined	define	VERB
aad-647	27	45	by	by	ADP
aad-647	27	46	rogers	roger	NOUN
aad-647	27	47	(	(	PUNCT
aad-647	27	48	2003	2003	NUM
aad-647	27	49	)	)	PUNCT
aad-647	27	50	.	.	PUNCT
aad-647	28	1	these	these	DET
aad-647	28	2	foundational	foundational	ADJ
aad-647	28	3	components	component	NOUN
aad-647	28	4	of	of	ADP
aad-647	28	5	the	the	DET
aad-647	28	6	theory	theory	NOUN
aad-647	28	7	are	be	AUX
aad-647	28	8	equally	equally	ADV
aad-647	28	9	significant	significant	ADJ
aad-647	28	10	to	to	ADP
aad-647	28	11	the	the	DET
aad-647	28	12	postulation	postulation	NOUN
aad-647	28	13	of	of	ADP
aad-647	28	14	each	each	DET
aad-647	28	15	respective	respective	ADJ
aad-647	28	16	theory	theory	NOUN
aad-647	28	17	.	.	PUNCT
aad-647	29	1	the	the	DET
aad-647	29	2	framework	framework	NOUN
aad-647	29	3	for	for	ADP
aad-647	29	4	adopting	adopt	VERB
aad-647	29	5	innovations	innovation	NOUN
aad-647	29	6	is	be	AUX
aad-647	29	7	best	well	ADV
aad-647	29	8	described	describe	VERB
aad-647	29	9	as	as	ADP
aad-647	29	10	a	a	DET
aad-647	29	11	theory	theory	NOUN
aad-647	29	12	of	of	ADP
aad-647	29	13	dissemination	dissemination	NOUN
aad-647	29	14	of	of	ADP
aad-647	29	15	information	information	NOUN
aad-647	29	16	and	and	CCONJ
aad-647	29	17	individual	individual	ADJ
aad-647	29	18	behavior	behavior	NOUN
aad-647	29	19	or	or	CCONJ
aad-647	29	20	as	as	ADP
aad-647	29	21	a	a	DET
aad-647	29	22	theory	theory	NOUN
aad-647	29	23	of	of	ADP
aad-647	29	24	communication	communication	NOUN
aad-647	29	25	and	and	CCONJ
aad-647	29	26	collective	collective	ADJ
aad-647	29	27	behavior	behavior	NOUN
aad-647	29	28	(	(	PUNCT
aad-647	29	29	edison	edison	PROPN
aad-647	29	30	&	&	CCONJ
aad-647	29	31	geissler	geissler	PROPN
aad-647	29	32	,	,	PUNCT
aad-647	29	33	2003	2003	NUM
aad-647	29	34	;	;	PUNCT
aad-647	29	35	nyairo	nyairo	PROPN
aad-647	29	36	et	et	PROPN
aad-647	29	37	al	al	PROPN
aad-647	29	38	.	.	PROPN
aad-647	29	39	,	,	PUNCT
aad-647	29	40	2021	2021	NUM
aad-647	29	41	)	)	PUNCT
aad-647	29	42	.	.	PUNCT
aad-647	30	1	hence	hence	ADV
aad-647	30	2	,	,	PUNCT
aad-647	30	3	the	the	DET
aad-647	30	4	incorporation	incorporation	NOUN
aad-647	30	5	of	of	ADP
aad-647	30	6	tpb	tpb	NOUN
aad-647	30	7	into	into	ADP
aad-647	30	8	this	this	DET
aad-647	30	9	study	study	NOUN
aad-647	30	10	.	.	PUNCT
aad-647	31	1	according	accord	VERB
aad-647	31	2	to	to	ADP
aad-647	31	3	wright	wright	PROPN
aad-647	31	4	(	(	PUNCT
aad-647	31	5	2004	2004	NUM
aad-647	31	6	)	)	PUNCT
aad-647	31	7	,	,	PUNCT
aad-647	31	8	it	it	PRON
aad-647	31	9	can	can	AUX
aad-647	31	10	take	take	VERB
aad-647	31	11	prolonged	prolonged	ADJ
aad-647	31	12	periods	period	NOUN
aad-647	31	13	for	for	SCONJ
aad-647	31	14	individuals	individual	NOUN
aad-647	31	15	to	to	PART
aad-647	31	16	incorporate	incorporate	VERB
aad-647	31	17	new	new	ADJ
aad-647	31	18	technologies	technology	NOUN
aad-647	31	19	and	and	CCONJ
aad-647	31	20	concepts	concept	NOUN
aad-647	31	21	into	into	ADP
aad-647	31	22	routine	routine	ADJ
aad-647	31	23	practices	practice	NOUN
aad-647	31	24	and	and	CCONJ
aad-647	31	25	procedures	procedure	NOUN
aad-647	31	26	.	.	PUNCT
aad-647	32	1	once	once	SCONJ
aad-647	32	2	individuals	individual	NOUN
aad-647	32	3	are	be	AUX
aad-647	32	4	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	32	5	morris	morris	PROPN
aad-647	32	6	et	et	PROPN
aad-647	32	7	al	al	PROPN
aad-647	32	8	.	.	PUNCT
aad-647	32	9	advancements	advancement	NOUN
aad-647	32	10	in	in	ADP
aad-647	32	11	agricultural	agricultural	ADJ
aad-647	32	12	development	development	NOUN
aad-647	32	13	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	32	14	61	61	NUM
aad-647	32	15	introduced	introduce	VERB
aad-647	32	16	to	to	ADP
aad-647	32	17	an	an	DET
aad-647	32	18	innovation	innovation	NOUN
aad-647	32	19	,	,	PUNCT
aad-647	32	20	people	people	NOUN
aad-647	32	21	begin	begin	VERB
aad-647	32	22	their	their	PRON
aad-647	32	23	decision	decision	NOUN
aad-647	32	24	-	-	PUNCT
aad-647	32	25	making	make	VERB
aad-647	32	26	process	process	NOUN
aad-647	32	27	,	,	PUNCT
aad-647	32	28	which	which	PRON
aad-647	32	29	includes	include	VERB
aad-647	32	30	discovery	discovery	NOUN
aad-647	32	31	and	and	CCONJ
aad-647	32	32	understanding	understanding	NOUN
aad-647	32	33	,	,	PUNCT
aad-647	32	34	evaluation	evaluation	NOUN
aad-647	32	35	of	of	ADP
aad-647	32	36	benefits	benefit	NOUN
aad-647	32	37	and	and	CCONJ
aad-647	32	38	costs	cost	NOUN
aad-647	32	39	,	,	PUNCT
aad-647	32	40	selecting	select	VERB
aad-647	32	41	a	a	DET
aad-647	32	42	choice	choice	NOUN
aad-647	32	43	,	,	PUNCT
aad-647	32	44	execution	execution	NOUN
aad-647	32	45	,	,	PUNCT
aad-647	32	46	and	and	CCONJ
aad-647	32	47	confirmation	confirmation	NOUN
aad-647	32	48	(	(	PUNCT
aad-647	32	49	rogers	roger	NOUN
aad-647	32	50	,	,	PUNCT
aad-647	32	51	2003	2003	NUM
aad-647	32	52	)	)	PUNCT
aad-647	32	53	.	.	PUNCT
aad-647	33	1	these	these	DET
aad-647	33	2	internal	internal	ADJ
aad-647	33	3	processes	process	NOUN
aad-647	33	4	are	be	AUX
aad-647	33	5	parts	part	NOUN
aad-647	33	6	of	of	ADP
aad-647	33	7	cognitive	cognitive	ADJ
aad-647	33	8	behavior	behavior	NOUN
aad-647	33	9	and	and	CCONJ
aad-647	33	10	have	have	VERB
aad-647	33	11	influences	influence	NOUN
aad-647	33	12	that	that	PRON
aad-647	33	13	go	go	VERB
aad-647	33	14	beyond	beyond	ADP
aad-647	33	15	the	the	DET
aad-647	33	16	individual	individual	ADJ
aad-647	33	17	level	level	NOUN
aad-647	33	18	.	.	PUNCT
aad-647	34	1	by	by	ADP
aad-647	34	2	communicating	communicate	VERB
aad-647	34	3	ideas	idea	NOUN
aad-647	34	4	with	with	ADP
aad-647	34	5	others	other	NOUN
aad-647	34	6	through	through	ADP
aad-647	34	7	dissemination	dissemination	NOUN
aad-647	34	8	,	,	PUNCT
aad-647	34	9	the	the	DET
aad-647	34	10	community	community	NOUN
aad-647	34	11	,	,	PUNCT
aad-647	34	12	as	as	ADP
aad-647	34	13	a	a	DET
aad-647	34	14	whole	whole	NOUN
aad-647	34	15	,	,	PUNCT
aad-647	34	16	engages	engage	VERB
aad-647	34	17	in	in	ADP
aad-647	34	18	discovering	discover	VERB
aad-647	34	19	the	the	DET
aad-647	34	20	advantages	advantage	NOUN
aad-647	34	21	and	and	CCONJ
aad-647	34	22	disadvantages	disadvantage	NOUN
aad-647	34	23	of	of	ADP
aad-647	34	24	an	an	DET
aad-647	34	25	innovation	innovation	NOUN
aad-647	34	26	.	.	PUNCT
aad-647	35	1	while	while	SCONJ
aad-647	35	2	an	an	DET
aad-647	35	3	individual	individual	NOUN
aad-647	35	4	’s	’s	PART
aad-647	35	5	decisions	decision	NOUN
aad-647	35	6	can	can	AUX
aad-647	35	7	be	be	AUX
aad-647	35	8	hard	hard	ADJ
aad-647	35	9	to	to	PART
aad-647	35	10	observe	observe	VERB
aad-647	35	11	,	,	PUNCT
aad-647	35	12	the	the	DET
aad-647	35	13	adoption	adoption	NOUN
aad-647	35	14	rate	rate	NOUN
aad-647	35	15	of	of	ADP
aad-647	35	16	an	an	DET
aad-647	35	17	entire	entire	ADJ
aad-647	35	18	group	group	NOUN
aad-647	35	19	within	within	ADP
aad-647	35	20	a	a	DET
aad-647	35	21	social	social	ADJ
aad-647	35	22	network	network	NOUN
aad-647	35	23	such	such	ADJ
aad-647	35	24	as	as	ADP
aad-647	35	25	the	the	DET
aad-647	35	26	agricultural	agricultural	ADJ
aad-647	35	27	industry	industry	NOUN
aad-647	35	28	is	be	AUX
aad-647	35	29	more	more	ADV
aad-647	35	30	easily	easily	ADV
aad-647	35	31	observed	observe	VERB
aad-647	35	32	(	(	PUNCT
aad-647	35	33	takahashi	takahashi	PROPN
aad-647	35	34	et	et	PROPN
aad-647	35	35	al	al	PROPN
aad-647	35	36	.	.	PROPN
aad-647	35	37	,	,	PUNCT
aad-647	35	38	2020	2020	NUM
aad-647	35	39	)	)	PUNCT
aad-647	35	40	.	.	PUNCT
aad-647	36	1	the	the	DET
aad-647	36	2	trc	trc	PROPN
aad-647	36	3	assumes	assume	VERB
aad-647	36	4	that	that	SCONJ
aad-647	36	5	individuals	individual	NOUN
aad-647	36	6	make	make	VERB
aad-647	36	7	informed	informed	ADJ
aad-647	36	8	decisions	decision	NOUN
aad-647	36	9	by	by	ADP
aad-647	36	10	performing	perform	VERB
aad-647	36	11	a	a	DET
aad-647	36	12	cost	cost	NOUN
aad-647	36	13	-	-	PUNCT
aad-647	36	14	benefit	benefit	NOUN
aad-647	36	15	analysis	analysis	NOUN
aad-647	36	16	of	of	ADP
aad-647	36	17	each	each	DET
aad-647	36	18	alternative	alternative	NOUN
aad-647	36	19	and	and	CCONJ
aad-647	36	20	choosing	choose	VERB
aad-647	36	21	the	the	DET
aad-647	36	22	option	option	NOUN
aad-647	36	23	that	that	PRON
aad-647	36	24	maximizes	maximize	VERB
aad-647	36	25	their	their	PRON
aad-647	36	26	utility	utility	NOUN
aad-647	36	27	(	(	PUNCT
aad-647	36	28	ajzen	ajzen	NOUN
aad-647	36	29	,	,	PUNCT
aad-647	36	30	1991	1991	NUM
aad-647	36	31	)	)	PUNCT
aad-647	36	32	.	.	PUNCT
aad-647	37	1	in	in	ADP
aad-647	37	2	agricultural	agricultural	ADJ
aad-647	37	3	production	production	NOUN
aad-647	37	4	,	,	PUNCT
aad-647	37	5	this	this	DET
aad-647	37	6	theory	theory	NOUN
aad-647	37	7	suggests	suggest	VERB
aad-647	37	8	that	that	SCONJ
aad-647	37	9	a	a	DET
aad-647	37	10	farmer	farmer	NOUN
aad-647	37	11	will	will	AUX
aad-647	37	12	adopt	adopt	VERB
aad-647	37	13	an	an	DET
aad-647	37	14	innovation	innovation	NOUN
aad-647	37	15	if	if	SCONJ
aad-647	37	16	they	they	PRON
aad-647	37	17	think	think	VERB
aad-647	37	18	that	that	SCONJ
aad-647	37	19	it	it	PRON
aad-647	37	20	will	will	AUX
aad-647	37	21	provide	provide	VERB
aad-647	37	22	more	more	ADJ
aad-647	37	23	benefits	benefit	NOUN
aad-647	37	24	than	than	ADP
aad-647	37	25	costs	cost	NOUN
aad-647	37	26	,	,	PUNCT
aad-647	37	27	otherwise	otherwise	ADV
aad-647	37	28	known	know	VERB
aad-647	37	29	as	as	ADP
aad-647	37	30	a	a	DET
aad-647	37	31	return	return	NOUN
aad-647	37	32	on	on	ADP
aad-647	37	33	investment	investment	NOUN
aad-647	37	34	.	.	PUNCT
aad-647	38	1	an	an	DET
aad-647	38	2	additional	additional	ADJ
aad-647	38	3	theory	theory	NOUN
aad-647	38	4	that	that	PRON
aad-647	38	5	is	be	AUX
aad-647	38	6	relevant	relevant	ADJ
aad-647	38	7	to	to	ADP
aad-647	38	8	the	the	DET
aad-647	38	9	adoption	adoption	NOUN
aad-647	38	10	of	of	ADP
aad-647	38	11	new	new	ADJ
aad-647	38	12	technology	technology	NOUN
aad-647	38	13	is	be	AUX
aad-647	38	14	the	the	DET
aad-647	38	15	tpb	tpb	NOUN
aad-647	38	16	.	.	PUNCT
aad-647	39	1	the	the	DET
aad-647	39	2	tpb	tpb	NOUN
aad-647	39	3	suggests	suggest	VERB
aad-647	39	4	that	that	SCONJ
aad-647	39	5	an	an	DET
aad-647	39	6	individual	individual	NOUN
aad-647	39	7	's	's	PART
aad-647	39	8	behaviors	behavior	NOUN
aad-647	39	9	are	be	AUX
aad-647	39	10	primarily	primarily	ADV
aad-647	39	11	influenced	influence	VERB
aad-647	39	12	by	by	ADP
aad-647	39	13	three	three	NUM
aad-647	39	14	factors	factor	NOUN
aad-647	39	15	:	:	PUNCT
aad-647	39	16	behavior	behavior	NOUN
aad-647	39	17	,	,	PUNCT
aad-647	39	18	subjective	subjective	ADJ
aad-647	39	19	norms	norm	NOUN
aad-647	39	20	,	,	PUNCT
aad-647	39	21	and	and	CCONJ
aad-647	39	22	perceived	perceive	VERB
aad-647	39	23	behavioral	behavioral	ADJ
aad-647	39	24	control	control	NOUN
aad-647	39	25	(	(	PUNCT
aad-647	39	26	doran	doran	PROPN
aad-647	39	27	et	et	PROPN
aad-647	39	28	al	al	PROPN
aad-647	39	29	.	.	PROPN
aad-647	39	30	,	,	PUNCT
aad-647	39	31	2020	2020	NUM
aad-647	39	32	)	)	PUNCT
aad-647	39	33	.	.	PUNCT
aad-647	40	1	in	in	ADP
aad-647	40	2	agriculture	agriculture	PROPN
aad-647	40	3	,	,	PUNCT
aad-647	40	4	a	a	DET
aad-647	40	5	farmer	farmer	NOUN
aad-647	40	6	’s	’s	PART
aad-647	40	7	decision	decision	NOUN
aad-647	40	8	to	to	PART
aad-647	40	9	adopt	adopt	VERB
aad-647	40	10	a	a	DET
aad-647	40	11	new	new	ADJ
aad-647	40	12	technology	technology	NOUN
aad-647	40	13	could	could	AUX
aad-647	40	14	potentially	potentially	ADV
aad-647	40	15	be	be	AUX
aad-647	40	16	influenced	influence	VERB
aad-647	40	17	by	by	ADP
aad-647	40	18	their	their	PRON
aad-647	40	19	perceptions	perception	NOUN
aad-647	40	20	of	of	ADP
aad-647	40	21	how	how	SCONJ
aad-647	40	22	effective	effective	ADJ
aad-647	40	23	the	the	DET
aad-647	40	24	technology	technology	NOUN
aad-647	40	25	is	be	AUX
aad-647	40	26	,	,	PUNCT
aad-647	40	27	the	the	DET
aad-647	40	28	opinions	opinion	NOUN
aad-647	40	29	of	of	ADP
aad-647	40	30	their	their	PRON
aad-647	40	31	fellow	fellow	ADJ
aad-647	40	32	farmers	farmer	NOUN
aad-647	40	33	,	,	PUNCT
aad-647	40	34	and	and	CCONJ
aad-647	40	35	how	how	SCONJ
aad-647	40	36	difficult	difficult	ADJ
aad-647	40	37	it	it	PRON
aad-647	40	38	is	be	AUX
aad-647	40	39	to	to	PART
aad-647	40	40	use	use	VERB
aad-647	40	41	.	.	PUNCT
aad-647	41	1	the	the	DET
aad-647	41	2	trc	trc	PROPN
aad-647	41	3	highlights	highlight	VERB
aad-647	41	4	the	the	DET
aad-647	41	5	importance	importance	NOUN
aad-647	41	6	of	of	ADP
aad-647	41	7	knowing	know	VERB
aad-647	41	8	what	what	PRON
aad-647	41	9	behaviors	behavior	NOUN
aad-647	41	10	farmers	farmer	NOUN
aad-647	41	11	believe	believe	VERB
aad-647	41	12	to	to	PART
aad-647	41	13	be	be	AUX
aad-647	41	14	important	important	ADJ
aad-647	41	15	and	and	CCONJ
aad-647	41	16	their	their	PRON
aad-647	41	17	expectations	expectation	NOUN
aad-647	41	18	of	of	ADP
aad-647	41	19	how	how	SCONJ
aad-647	41	20	likely	likely	ADJ
aad-647	41	21	they	they	PRON
aad-647	41	22	can	can	AUX
aad-647	41	23	exude	exude	VERB
aad-647	41	24	these	these	DET
aad-647	41	25	behaviors	behavior	NOUN
aad-647	41	26	(	(	PUNCT
aad-647	41	27	pannell	pannell	NOUN
aad-647	41	28	et	et	PROPN
aad-647	41	29	al	al	PROPN
aad-647	41	30	.	.	PROPN
aad-647	41	31	,	,	PUNCT
aad-647	41	32	2006	2006	NUM
aad-647	41	33	)	)	PUNCT
aad-647	41	34	.	.	PUNCT
aad-647	42	1	the	the	DET
aad-647	42	2	conceptual	conceptual	ADJ
aad-647	42	3	framework	framework	NOUN
aad-647	42	4	for	for	ADP
aad-647	42	5	the	the	DET
aad-647	42	6	study	study	NOUN
aad-647	42	7	was	be	AUX
aad-647	42	8	based	base	VERB
aad-647	42	9	on	on	ADP
aad-647	42	10	the	the	DET
aad-647	42	11	work	work	NOUN
aad-647	42	12	of	of	ADP
aad-647	42	13	meijer	meijer	NOUN
aad-647	42	14	et	et	PROPN
aad-647	42	15	al	al	PROPN
aad-647	42	16	.	.	PROPN
aad-647	43	1	(	(	PUNCT
aad-647	43	2	2015	2015	NUM
aad-647	43	3	,	,	PUNCT
aad-647	43	4	p.	p.	NOUN
aad-647	43	5	1	1	NUM
aad-647	43	6	)	)	PUNCT
aad-647	43	7	who	who	PRON
aad-647	43	8	developed	develop	VERB
aad-647	43	9	a	a	DET
aad-647	43	10	conceptual	conceptual	ADJ
aad-647	43	11	model	model	NOUN
aad-647	43	12	that	that	PRON
aad-647	43	13	captures	capture	VERB
aad-647	43	14	“	"	PUNCT
aad-647	43	15	the	the	DET
aad-647	43	16	characteristics	characteristic	NOUN
aad-647	43	17	of	of	ADP
aad-647	43	18	the	the	DET
aad-647	43	19	farmer	farmer	NOUN
aad-647	43	20	,	,	PUNCT
aad-647	43	21	the	the	DET
aad-647	43	22	external	external	ADJ
aad-647	43	23	environment	environment	NOUN
aad-647	43	24	,	,	PUNCT
aad-647	43	25	and	and	CCONJ
aad-647	43	26	the	the	DET
aad-647	43	27	characteristics	characteristic	NOUN
aad-647	43	28	of	of	ADP
aad-647	43	29	agricultural	agricultural	ADJ
aad-647	43	30	innovations	innovation	NOUN
aad-647	43	31	as	as	ADP
aad-647	43	32	the	the	DET
aad-647	43	33	extrinsic	extrinsic	ADJ
aad-647	43	34	factors	factor	NOUN
aad-647	43	35	that	that	PRON
aad-647	43	36	influence	influence	VERB
aad-647	43	37	adoption	adoption	NOUN
aad-647	43	38	.	.	PUNCT
aad-647	43	39	”	"	PUNCT
aad-647	44	1	there	there	PRON
aad-647	44	2	are	be	VERB
aad-647	44	3	numerous	numerous	ADJ
aad-647	44	4	factors	factor	NOUN
aad-647	44	5	,	,	PUNCT
aad-647	44	6	both	both	CCONJ
aad-647	44	7	direct	direct	ADJ
aad-647	44	8	and	and	CCONJ
aad-647	44	9	indirect	indirect	ADJ
aad-647	44	10	,	,	PUNCT
aad-647	44	11	that	that	PRON
aad-647	44	12	impact	impact	VERB
aad-647	44	13	a	a	DET
aad-647	44	14	farmer	farmer	NOUN
aad-647	44	15	's	's	PART
aad-647	44	16	adoption	adoption	NOUN
aad-647	44	17	decision	decision	NOUN
aad-647	44	18	,	,	PUNCT
aad-647	44	19	including	include	VERB
aad-647	44	20	individual	individual	ADJ
aad-647	44	21	characteristics	characteristic	NOUN
aad-647	44	22	,	,	PUNCT
aad-647	44	23	environmental	environmental	ADJ
aad-647	44	24	factors	factor	NOUN
aad-647	44	25	,	,	PUNCT
aad-647	44	26	features	feature	NOUN
aad-647	44	27	of	of	ADP
aad-647	44	28	the	the	DET
aad-647	44	29	innovation	innovation	NOUN
aad-647	44	30	,	,	PUNCT
aad-647	44	31	and	and	CCONJ
aad-647	44	32	an	an	DET
aad-647	44	33	aggregation	aggregation	NOUN
aad-647	44	34	of	of	ADP
aad-647	44	35	the	the	DET
aad-647	44	36	influence	influence	NOUN
aad-647	44	37	from	from	ADP
aad-647	44	38	both	both	DET
aad-647	44	39	peers	peer	NOUN
aad-647	44	40	and	and	CCONJ
aad-647	44	41	other	other	ADJ
aad-647	44	42	third	third	ADJ
aad-647	44	43	parties	party	NOUN
aad-647	44	44	.	.	PUNCT
aad-647	45	1	all	all	DET
aad-647	45	2	these	these	DET
aad-647	45	3	factors	factor	NOUN
aad-647	45	4	interact	interact	VERB
aad-647	45	5	with	with	ADP
aad-647	45	6	one	one	NUM
aad-647	45	7	another	another	DET
aad-647	45	8	to	to	PART
aad-647	45	9	affect	affect	VERB
aad-647	45	10	a	a	DET
aad-647	45	11	farmer	farmer	NOUN
aad-647	45	12	’s	’s	PART
aad-647	45	13	final	final	ADJ
aad-647	45	14	decision	decision	NOUN
aad-647	45	15	.	.	PUNCT
aad-647	46	1	combined	combine	VERB
aad-647	46	2	,	,	PUNCT
aad-647	46	3	these	these	DET
aad-647	46	4	“	"	PUNCT
aad-647	46	5	intrinsic	intrinsic	ADJ
aad-647	46	6	and	and	CCONJ
aad-647	46	7	extrinsic	extrinsic	ADJ
aad-647	46	8	factors	factor	NOUN
aad-647	46	9	interact	interact	VERB
aad-647	46	10	and	and	CCONJ
aad-647	46	11	drive	drive	VERB
aad-647	46	12	adoption	adoption	NOUN
aad-647	46	13	and	and	CCONJ
aad-647	46	14	influence	influence	VERB
aad-647	46	15	a	a	DET
aad-647	46	16	farmers	farmer	NOUN
aad-647	46	17	’	'	PUNCT
aad-647	46	18	decisionmaking	decisionmake	VERB
aad-647	46	19	process	process	NOUN
aad-647	46	20	”	"	PUNCT
aad-647	46	21	(	(	PUNCT
aad-647	46	22	meijer	meijer	NOUN
aad-647	46	23	et	et	PROPN
aad-647	46	24	al	al	PROPN
aad-647	46	25	.	.	PROPN
aad-647	46	26	,	,	PUNCT
aad-647	46	27	2015	2015	NUM
aad-647	46	28	,	,	PUNCT
aad-647	46	29	p.	p.	NOUN
aad-647	46	30	40	40	NUM
aad-647	46	31	)	)	PUNCT
aad-647	46	32	.	.	PUNCT
aad-647	47	1	this	this	DET
aad-647	47	2	work	work	NOUN
aad-647	47	3	demonstrated	demonstrate	VERB
aad-647	47	4	how	how	SCONJ
aad-647	47	5	the	the	DET
aad-647	47	6	four	four	NUM
aad-647	47	7	attributes	attribute	NOUN
aad-647	47	8	of	of	ADP
aad-647	47	9	economic	economic	ADJ
aad-647	47	10	benefits	benefit	NOUN
aad-647	47	11	,	,	PUNCT
aad-647	47	12	cost	cost	NOUN
aad-647	47	13	of	of	ADP
aad-647	47	14	technology	technology	NOUN
aad-647	47	15	,	,	PUNCT
aad-647	47	16	compatibility	compatibility	NOUN
aad-647	47	17	,	,	PUNCT
aad-647	47	18	and	and	CCONJ
aad-647	47	19	peer	peer	NOUN
aad-647	47	20	influence	influence	NOUN
aad-647	47	21	collectively	collectively	ADV
aad-647	47	22	affected	affect	VERB
aad-647	47	23	a	a	DET
aad-647	47	24	producer	producer	NOUN
aad-647	47	25	’s	’s	PART
aad-647	47	26	adoption	adoption	NOUN
aad-647	47	27	decision	decision	NOUN
aad-647	47	28	.	.	PUNCT
aad-647	48	1	purpose	purpose	VERB
aad-647	48	2	the	the	DET
aad-647	48	3	primary	primary	ADJ
aad-647	48	4	purpose	purpose	NOUN
aad-647	48	5	of	of	ADP
aad-647	48	6	this	this	DET
aad-647	48	7	study	study	NOUN
aad-647	48	8	was	be	AUX
aad-647	48	9	to	to	PART
aad-647	48	10	identify	identify	VERB
aad-647	48	11	the	the	DET
aad-647	48	12	factors	factor	NOUN
aad-647	48	13	that	that	PRON
aad-647	48	14	had	have	VERB
aad-647	48	15	the	the	DET
aad-647	48	16	greatest	great	ADJ
aad-647	48	17	impact	impact	NOUN
aad-647	48	18	on	on	ADP
aad-647	48	19	tennessee	tennessee	PROPN
aad-647	48	20	farmers	farmer	NOUN
aad-647	48	21	’	’	PART
aad-647	48	22	decisions	decision	NOUN
aad-647	48	23	to	to	PART
aad-647	48	24	adopt	adopt	VERB
aad-647	48	25	new	new	ADJ
aad-647	48	26	technology	technology	NOUN
aad-647	48	27	.	.	PUNCT
aad-647	49	1	the	the	DET
aad-647	49	2	research	research	NOUN
aad-647	49	3	objectives	objective	NOUN
aad-647	49	4	included	include	VERB
aad-647	49	5	the	the	DET
aad-647	49	6	following	following	NOUN
aad-647	49	7	:	:	PUNCT
aad-647	49	8	1	1	X
aad-647	49	9	.	.	X
aad-647	49	10	identify	identify	VERB
aad-647	49	11	the	the	DET
aad-647	49	12	key	key	ADJ
aad-647	49	13	technologies	technology	NOUN
aad-647	49	14	that	that	PRON
aad-647	49	15	expert	expert	NOUN
aad-647	49	16	row	row	NOUN
aad-647	49	17	crop	crop	NOUN
aad-647	49	18	and	and	CCONJ
aad-647	49	19	livestock	livestock	NOUN
aad-647	49	20	producers	producer	NOUN
aad-647	49	21	prioritize	prioritize	VERB
aad-647	49	22	for	for	ADP
aad-647	49	23	adoption	adoption	NOUN
aad-647	49	24	on	on	ADP
aad-647	49	25	their	their	PRON
aad-647	49	26	farms	farm	NOUN
aad-647	49	27	.	.	PUNCT
aad-647	50	1	2	2	X
aad-647	50	2	.	.	X
aad-647	50	3	describe	describe	VERB
aad-647	50	4	the	the	DET
aad-647	50	5	readiness	readiness	NOUN
aad-647	50	6	and	and	CCONJ
aad-647	50	7	willingness	willingness	NOUN
aad-647	50	8	of	of	ADP
aad-647	50	9	farmers	farmer	NOUN
aad-647	50	10	to	to	PART
aad-647	50	11	adopt	adopt	VERB
aad-647	50	12	new	new	ADJ
aad-647	50	13	technologies	technology	NOUN
aad-647	50	14	based	base	VERB
aad-647	50	15	on	on	ADP
aad-647	50	16	adopter	adopter	ADJ
aad-647	50	17	category	category	NOUN
aad-647	50	18	and	and	CCONJ
aad-647	50	19	level	level	NOUN
aad-647	50	20	of	of	ADP
aad-647	50	21	innovativeness	innovativeness	NOUN
aad-647	50	22	.	.	PUNCT
aad-647	51	1	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	51	2	morris	morris	PROPN
aad-647	51	3	et	et	PROPN
aad-647	51	4	al	al	PROPN
aad-647	51	5	.	.	PUNCT
aad-647	51	6	advancements	advancement	NOUN
aad-647	51	7	in	in	ADP
aad-647	51	8	agricultural	agricultural	ADJ
aad-647	51	9	development	development	NOUN
aad-647	51	10	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	51	11	62	62	NUM
aad-647	51	12	3	3	NUM
aad-647	51	13	.	.	PUNCT
aad-647	51	14	describe	describe	VERB
aad-647	51	15	the	the	DET
aad-647	51	16	influential	influential	ADJ
aad-647	51	17	factors	factor	NOUN
aad-647	51	18	impacting	impact	VERB
aad-647	51	19	technology	technology	NOUN
aad-647	51	20	adoption	adoption	NOUN
aad-647	51	21	.	.	PUNCT
aad-647	52	1	4	4	X
aad-647	52	2	.	.	X
aad-647	52	3	explain	explain	VERB
aad-647	52	4	farmers	farmer	NOUN
aad-647	52	5	'	'	PART
aad-647	52	6	decisions	decision	NOUN
aad-647	52	7	to	to	PART
aad-647	52	8	adopt	adopt	VERB
aad-647	52	9	or	or	CCONJ
aad-647	52	10	not	not	PART
aad-647	52	11	adopt	adopt	VERB
aad-647	52	12	technology	technology	NOUN
aad-647	52	13	based	base	VERB
aad-647	52	14	on	on	ADP
aad-647	52	15	adopter	adopter	ADJ
aad-647	52	16	category	category	NOUN
aad-647	52	17	,	,	PUNCT
aad-647	52	18	innovativeness	innovativeness	NOUN
aad-647	52	19	,	,	PUNCT
aad-647	52	20	and	and	CCONJ
aad-647	52	21	influential	influential	ADJ
aad-647	52	22	factors	factor	NOUN
aad-647	52	23	.	.	PUNCT
aad-647	53	1	5	5	X
aad-647	53	2	.	.	X
aad-647	53	3	develop	develop	VERB
aad-647	53	4	a	a	DET
aad-647	53	5	comprehensive	comprehensive	ADJ
aad-647	53	6	model	model	NOUN
aad-647	53	7	to	to	PART
aad-647	53	8	illustrate	illustrate	VERB
aad-647	53	9	the	the	DET
aad-647	53	10	decision	decision	NOUN
aad-647	53	11	-	-	PUNCT
aad-647	53	12	making	make	VERB
aad-647	53	13	process	process	NOUN
aad-647	53	14	regarding	regard	VERB
aad-647	53	15	the	the	DET
aad-647	53	16	adoption	adoption	NOUN
aad-647	53	17	of	of	ADP
aad-647	53	18	specific	specific	ADJ
aad-647	53	19	technologies	technology	NOUN
aad-647	53	20	in	in	ADP
aad-647	53	21	row	row	NOUN
aad-647	53	22	crops	crop	NOUN
aad-647	53	23	and	and	CCONJ
aad-647	53	24	beef	beef	NOUN
aad-647	53	25	cattle	cattle	NOUN
aad-647	53	26	production	production	NOUN
aad-647	53	27	.	.	PUNCT
aad-647	54	1	methods	method	NOUN
aad-647	54	2	this	this	DET
aad-647	54	3	study	study	NOUN
aad-647	54	4	asked	ask	VERB
aad-647	54	5	experts	expert	NOUN
aad-647	54	6	what	what	DET
aad-647	54	7	technologies	technology	NOUN
aad-647	54	8	were	be	AUX
aad-647	54	9	most	most	ADV
aad-647	54	10	important	important	ADJ
aad-647	54	11	and	and	CCONJ
aad-647	54	12	farmers	farmer	NOUN
aad-647	54	13	whether	whether	SCONJ
aad-647	54	14	they	they	PRON
aad-647	54	15	would	would	AUX
aad-647	54	16	adopt	adopt	VERB
aad-647	54	17	or	or	CCONJ
aad-647	54	18	not	not	PART
aad-647	54	19	adopt	adopt	AUX
aad-647	54	20	identified	identify	VERB
aad-647	54	21	agricultural	agricultural	ADJ
aad-647	54	22	production	production	NOUN
aad-647	54	23	practices	practice	NOUN
aad-647	54	24	.	.	PUNCT
aad-647	55	1	this	this	DET
aad-647	55	2	study	study	NOUN
aad-647	55	3	employed	employ	VERB
aad-647	55	4	a	a	DET
aad-647	55	5	mixed	mix	VERB
aad-647	55	6	-	-	PUNCT
aad-647	55	7	methods	method	NOUN
aad-647	55	8	approach	approach	NOUN
aad-647	55	9	to	to	PART
aad-647	55	10	understand	understand	VERB
aad-647	55	11	the	the	DET
aad-647	55	12	factors	factor	NOUN
aad-647	55	13	influencing	influence	VERB
aad-647	55	14	tennessee	tennessee	PROPN
aad-647	55	15	farmers	farmer	NOUN
aad-647	55	16	’	’	PART
aad-647	55	17	adoption	adoption	NOUN
aad-647	55	18	of	of	ADP
aad-647	55	19	new	new	ADJ
aad-647	55	20	technologies	technology	NOUN
aad-647	55	21	.	.	PUNCT
aad-647	56	1	a	a	DET
aad-647	56	2	delphi	delphi	NOUN
aad-647	56	3	study	study	NOUN
aad-647	56	4	(	(	PUNCT
aad-647	56	5	dalkey	dalkey	PROPN
aad-647	56	6	&	&	CCONJ
aad-647	56	7	helmer	helmer	PROPN
aad-647	56	8	,	,	PUNCT
aad-647	56	9	1963	1963	NUM
aad-647	56	10	)	)	PUNCT
aad-647	56	11	and	and	CCONJ
aad-647	56	12	survey	survey	VERB
aad-647	56	13	research	research	NOUN
aad-647	56	14	employing	employ	VERB
aad-647	56	15	descriptives	descriptive	NOUN
aad-647	56	16	,	,	PUNCT
aad-647	56	17	inferential	inferential	ADJ
aad-647	56	18	statistics	statistic	NOUN
aad-647	56	19	,	,	PUNCT
aad-647	56	20	and	and	CCONJ
aad-647	56	21	binary	binary	ADJ
aad-647	56	22	logistic	logistic	ADJ
aad-647	56	23	regression	regression	NOUN
aad-647	56	24	were	be	AUX
aad-647	56	25	used	use	VERB
aad-647	56	26	to	to	PART
aad-647	56	27	address	address	VERB
aad-647	56	28	the	the	DET
aad-647	56	29	research	research	NOUN
aad-647	56	30	objectives	objective	NOUN
aad-647	56	31	.	.	PUNCT
aad-647	57	1	the	the	DET
aad-647	57	2	delphi	delphi	NOUN
aad-647	57	3	study	study	NOUN
aad-647	57	4	was	be	AUX
aad-647	57	5	conducted	conduct	VERB
aad-647	57	6	with	with	ADP
aad-647	57	7	28	28	NUM
aad-647	57	8	expert	expert	NOUN
aad-647	57	9	farmers	farmer	NOUN
aad-647	57	10	and	and	CCONJ
aad-647	57	11	2	2	NUM
aad-647	57	12	extension	extension	NOUN
aad-647	57	13	specialists	specialist	NOUN
aad-647	57	14	,	,	PUNCT
aad-647	57	15	identified	identify	VERB
aad-647	57	16	by	by	ADP
aad-647	57	17	the	the	DET
aad-647	57	18	tennessee	tennessee	PROPN
aad-647	57	19	department	department	PROPN
aad-647	57	20	of	of	ADP
aad-647	57	21	agriculture	agriculture	PROPN
aad-647	57	22	,	,	PUNCT
aad-647	57	23	to	to	PART
aad-647	57	24	determine	determine	VERB
aad-647	57	25	the	the	DET
aad-647	57	26	key	key	ADJ
aad-647	57	27	technologies	technology	NOUN
aad-647	57	28	farmers	farmer	NOUN
aad-647	57	29	are	be	AUX
aad-647	57	30	considering	consider	VERB
aad-647	57	31	adopting	adopt	VERB
aad-647	57	32	.	.	PUNCT
aad-647	58	1	the	the	DET
aad-647	58	2	study	study	NOUN
aad-647	58	3	progressed	progress	VERB
aad-647	58	4	through	through	ADP
aad-647	58	5	three	three	NUM
aad-647	58	6	rounds	round	NOUN
aad-647	58	7	to	to	PART
aad-647	58	8	reach	reach	VERB
aad-647	58	9	a	a	DET
aad-647	58	10	consensus	consensus	NOUN
aad-647	58	11	,	,	PUNCT
aad-647	58	12	focusing	focus	VERB
aad-647	58	13	on	on	ADP
aad-647	58	14	influential	influential	ADJ
aad-647	58	15	factors	factor	NOUN
aad-647	58	16	such	such	ADJ
aad-647	58	17	as	as	ADP
aad-647	58	18	economic	economic	ADJ
aad-647	58	19	benefits	benefit	NOUN
aad-647	58	20	,	,	PUNCT
aad-647	58	21	compatibility	compatibility	NOUN
aad-647	58	22	,	,	PUNCT
aad-647	58	23	cost	cost	NOUN
aad-647	58	24	,	,	PUNCT
aad-647	58	25	and	and	CCONJ
aad-647	58	26	peer	peer	NOUN
aad-647	58	27	influence	influence	NOUN
aad-647	58	28	.	.	PUNCT
aad-647	59	1	the	the	DET
aad-647	59	2	first	first	ADJ
aad-647	59	3	round	round	NOUN
aad-647	59	4	involved	involve	VERB
aad-647	59	5	open	open	ADJ
aad-647	59	6	-	-	PUNCT
aad-647	59	7	ended	end	VERB
aad-647	59	8	questions	question	NOUN
aad-647	59	9	,	,	PUNCT
aad-647	59	10	followed	follow	VERB
aad-647	59	11	by	by	ADP
aad-647	59	12	ranking	rank	VERB
aad-647	59	13	these	these	DET
aad-647	59	14	factors	factor	NOUN
aad-647	59	15	in	in	ADP
aad-647	59	16	subsequent	subsequent	ADJ
aad-647	59	17	rounds	round	NOUN
aad-647	59	18	.	.	PUNCT
aad-647	60	1	by	by	ADP
aad-647	60	2	the	the	DET
aad-647	60	3	third	third	ADJ
aad-647	60	4	round	round	NOUN
aad-647	60	5	,	,	PUNCT
aad-647	60	6	a	a	DET
aad-647	60	7	consensus	consensus	NOUN
aad-647	60	8	was	be	AUX
aad-647	60	9	achieved	achieve	VERB
aad-647	60	10	for	for	ADP
aad-647	60	11	technologies	technology	NOUN
aad-647	60	12	that	that	PRON
aad-647	60	13	were	be	AUX
aad-647	60	14	important	important	ADJ
aad-647	60	15	to	to	ADP
aad-647	60	16	the	the	DET
aad-647	60	17	farmer	farmer	NOUN
aad-647	60	18	participants	participant	NOUN
aad-647	60	19	(	(	PUNCT
aad-647	60	20	see	see	VERB
aad-647	60	21	table	table	NOUN
aad-647	60	22	1	1	NUM
aad-647	60	23	)	)	PUNCT
aad-647	60	24	along	along	ADP
aad-647	60	25	with	with	ADP
aad-647	60	26	what	what	DET
aad-647	60	27	factors	factor	NOUN
aad-647	60	28	ultimately	ultimately	ADV
aad-647	60	29	had	have	AUX
aad-647	60	30	the	the	DET
aad-647	60	31	greatest	great	ADJ
aad-647	60	32	influence	influence	NOUN
aad-647	60	33	on	on	ADP
aad-647	60	34	adoption	adoption	NOUN
aad-647	60	35	decisions	decision	NOUN
aad-647	60	36	.	.	PUNCT
aad-647	61	1	table	table	NOUN
aad-647	61	2	1	1	NUM
aad-647	61	3	technologies	technology	NOUN
aad-647	61	4	reported	report	VERB
aad-647	61	5	from	from	ADP
aad-647	61	6	delphi	delphi	NOUN
aad-647	61	7	study	study	NOUN
aad-647	61	8	technologies	technology	NOUN
aad-647	61	9	livestock	livestock	NOUN
aad-647	61	10	farmers	farmer	NOUN
aad-647	61	11	are	be	AUX
aad-647	61	12	looking	look	VERB
aad-647	61	13	to	to	PART
aad-647	61	14	adopt	adopt	VERB
aad-647	61	15	technologies	technology	NOUN
aad-647	61	16	row	row	NOUN
aad-647	61	17	crop	crop	NOUN
aad-647	61	18	farmers	farmer	NOUN
aad-647	61	19	are	be	AUX
aad-647	61	20	looking	look	VERB
aad-647	61	21	to	to	PART
aad-647	61	22	adopt	adopt	VERB
aad-647	61	23	artificial	artificial	ADJ
aad-647	61	24	insemination	insemination	NOUN
aad-647	61	25	biologicals	biological	NOUN
aad-647	61	26	embryonic	embryonic	ADJ
aad-647	61	27	transfer	transfer	NOUN
aad-647	61	28	cover	cover	VERB
aad-647	61	29	crops	crop	NOUN
aad-647	61	30	forage	forage	NOUN
aad-647	61	31	innovations	innovation	NOUN
aad-647	61	32	data	data	NOUN
aad-647	61	33	management	management	NOUN
aad-647	61	34	software	software	PROPN
aad-647	61	35	gis	gis	PROPN
aad-647	61	36	technologies	technology	NOUN
aad-647	61	37	fertility	fertility	NOUN
aad-647	61	38	technology	technology	NOUN
aad-647	61	39	invitro	invitro	X
aad-647	61	40	fertilization	fertilization	NOUN
aad-647	61	41	gis	gis	PROPN
aad-647	61	42	technologies	technology	NOUN
aad-647	61	43	medications	medication	NOUN
aad-647	61	44	/	/	SYM
aad-647	61	45	vaccinations	vaccination	NOUN
aad-647	61	46	pesticides	pesticide	NOUN
aad-647	61	47	sexed	sex	VERB
aad-647	61	48	semen	semen	NOUN
aad-647	61	49	precision	precision	NOUN
aad-647	61	50	agricultural	agricultural	ADJ
aad-647	61	51	technologies	technology	NOUN
aad-647	61	52	(	(	PUNCT
aad-647	61	53	pats	pat	NOUN
aad-647	61	54	)	)	PUNCT
aad-647	61	55	smartphone	smartphone	NOUN
aad-647	61	56	apps	app	NOUN
aad-647	61	57	seed	seed	NOUN
aad-647	61	58	genetic	genetic	ADJ
aad-647	61	59	traits	trait	NOUN
aad-647	61	60	smartphone	smartphone	NOUN
aad-647	61	61	apps	app	NOUN
aad-647	61	62	tillage	tillage	NOUN
aad-647	61	63	innovations	innovation	NOUN
aad-647	61	64	using	use	VERB
aad-647	61	65	dillman	dillman	NOUN
aad-647	61	66	’s	’s	PART
aad-647	61	67	(	(	PUNCT
aad-647	61	68	2000	2000	NUM
aad-647	61	69	)	)	PUNCT
aad-647	61	70	system	system	NOUN
aad-647	61	71	of	of	ADP
aad-647	61	72	five	five	NUM
aad-647	61	73	compatible	compatible	ADJ
aad-647	61	74	contacts	contact	NOUN
aad-647	61	75	,	,	PUNCT
aad-647	61	76	the	the	DET
aad-647	61	77	quantitative	quantitative	ADJ
aad-647	61	78	survey	survey	NOUN
aad-647	61	79	was	be	AUX
aad-647	61	80	distributed	distribute	VERB
aad-647	61	81	to	to	ADP
aad-647	61	82	5,420	5,420	NUM
aad-647	61	83	tennessee	tennessee	NOUN
aad-647	61	84	farmers	farmer	NOUN
aad-647	61	85	participating	participate	VERB
aad-647	61	86	in	in	ADP
aad-647	61	87	the	the	DET
aad-647	61	88	tennessee	tennessee	PROPN
aad-647	61	89	agricultural	agricultural	PROPN
aad-647	61	90	enhancement	enhancement	NOUN
aad-647	61	91	program	program	NOUN
aad-647	61	92	,	,	PUNCT
aad-647	61	93	a	a	DET
aad-647	61	94	successful	successful	ADJ
aad-647	61	95	cost	cost	NOUN
aad-647	61	96	-	-	PUNCT
aad-647	61	97	share	share	NOUN
aad-647	61	98	program	program	NOUN
aad-647	61	99	in	in	ADP
aad-647	61	100	the	the	DET
aad-647	61	101	state	state	NOUN
aad-647	61	102	.	.	PUNCT
aad-647	62	1	there	there	PRON
aad-647	62	2	were	be	VERB
aad-647	62	3	675	675	NUM
aad-647	62	4	responses	response	NOUN
aad-647	62	5	for	for	ADP
aad-647	62	6	a	a	DET
aad-647	62	7	return	return	NOUN
aad-647	62	8	rate	rate	NOUN
aad-647	62	9	of	of	ADP
aad-647	62	10	12.4	12.4	NUM
aad-647	62	11	%	%	NOUN
aad-647	62	12	.	.	PUNCT
aad-647	63	1	incomplete	incomplete	ADJ
aad-647	63	2	responses	response	NOUN
aad-647	63	3	were	be	AUX
aad-647	63	4	removed	remove	VERB
aad-647	63	5	from	from	ADP
aad-647	63	6	the	the	DET
aad-647	63	7	database	database	NOUN
aad-647	63	8	used	use	VERB
aad-647	63	9	for	for	ADP
aad-647	63	10	the	the	DET
aad-647	63	11	regression	regression	NOUN
aad-647	63	12	analyses	analysis	NOUN
aad-647	63	13	,	,	PUNCT
aad-647	63	14	which	which	PRON
aad-647	63	15	left	leave	VERB
aad-647	63	16	(	(	PUNCT
aad-647	63	17	n	n	NOUN
aad-647	63	18	=	=	SYM
aad-647	63	19	675	675	NUM
aad-647	63	20	;	;	PUNCT
aad-647	63	21	576	576	NUM
aad-647	63	22	livestock	livestock	NOUN
aad-647	63	23	farmers	farmer	NOUN
aad-647	63	24	and	and	CCONJ
aad-647	63	25	99	99	NUM
aad-647	63	26	row	row	NOUN
aad-647	63	27	crop	crop	NOUN
aad-647	63	28	farmers	farmer	NOUN
aad-647	63	29	)	)	PUNCT
aad-647	63	30	actual	actual	ADJ
aad-647	63	31	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	63	32	morris	morris	PROPN
aad-647	63	33	et	et	PROPN
aad-647	63	34	al	al	PROPN
aad-647	63	35	.	.	PUNCT
aad-647	63	36	advancements	advancement	NOUN
aad-647	63	37	in	in	ADP
aad-647	63	38	agricultural	agricultural	ADJ
aad-647	63	39	development	development	NOUN
aad-647	63	40	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	63	41	63	63	NUM
aad-647	63	42	subjects	subject	NOUN
aad-647	63	43	in	in	ADP
aad-647	63	44	the	the	DET
aad-647	63	45	study	study	NOUN
aad-647	63	46	.	.	PUNCT
aad-647	64	1	generally	generally	ADV
aad-647	64	2	accepted	accept	VERB
aad-647	64	3	protocols	protocol	NOUN
aad-647	64	4	and	and	CCONJ
aad-647	64	5	procedures	procedure	NOUN
aad-647	64	6	to	to	PART
aad-647	64	7	mitigate	mitigate	VERB
aad-647	64	8	nonresponse	nonresponse	NOUN
aad-647	64	9	error	error	NOUN
aad-647	64	10	were	be	AUX
aad-647	64	11	followed	follow	VERB
aad-647	64	12	,	,	PUNCT
aad-647	64	13	and	and	CCONJ
aad-647	64	14	late	late	ADJ
aad-647	64	15	respondents	respondent	NOUN
aad-647	64	16	(	(	PUNCT
aad-647	64	17	the	the	DET
aad-647	64	18	later	later	ADJ
aad-647	64	19	50	50	NUM
aad-647	64	20	%	%	NOUN
aad-647	64	21	)	)	PUNCT
aad-647	64	22	were	be	AUX
aad-647	64	23	compared	compare	VERB
aad-647	64	24	to	to	ADP
aad-647	64	25	early	early	ADJ
aad-647	64	26	respondents	respondent	NOUN
aad-647	64	27	as	as	SCONJ
aad-647	64	28	prescribed	prescribe	VERB
aad-647	64	29	by	by	ADP
aad-647	64	30	lindner	lindner	PROPN
aad-647	64	31	et	et	PROPN
aad-647	64	32	al	al	PROPN
aad-647	64	33	.	.	PROPN
aad-647	65	1	(	(	PUNCT
aad-647	65	2	2001	2001	NUM
aad-647	65	3	)	)	PUNCT
aad-647	65	4	and	and	CCONJ
aad-647	65	5	lindner	lindner	PROPN
aad-647	65	6	(	(	PUNCT
aad-647	65	7	2002	2002	NUM
aad-647	65	8	)	)	PUNCT
aad-647	65	9	.	.	PUNCT
aad-647	66	1	using	use	VERB
aad-647	66	2	an	an	DET
aad-647	66	3	independent	independent	ADJ
aad-647	66	4	samples	sample	NOUN
aad-647	66	5	t	t	NOUN
aad-647	66	6	-	-	PUNCT
aad-647	66	7	test	test	NOUN
aad-647	66	8	,	,	PUNCT
aad-647	66	9	it	it	PRON
aad-647	66	10	was	be	AUX
aad-647	66	11	determined	determine	VERB
aad-647	66	12	there	there	PRON
aad-647	66	13	was	be	VERB
aad-647	66	14	no	no	DET
aad-647	66	15	significant	significant	ADJ
aad-647	66	16	difference	difference	NOUN
aad-647	66	17	for	for	ADP
aad-647	66	18	each	each	DET
aad-647	66	19	independent	independent	ADJ
aad-647	66	20	variable	variable	NOUN
aad-647	66	21	between	between	ADP
aad-647	66	22	early	early	ADJ
aad-647	66	23	(	(	PUNCT
aad-647	66	24	n	n	NOUN
aad-647	66	25	=	=	SYM
aad-647	66	26	427	427	NUM
aad-647	66	27	)	)	PUNCT
aad-647	66	28	and	and	CCONJ
aad-647	66	29	late	late	ADV
aad-647	66	30	(	(	PUNCT
aad-647	66	31	n	n	NOUN
aad-647	66	32	=	=	SYM
aad-647	66	33	241	241	NUM
aad-647	66	34	)	)	PUNCT
aad-647	66	35	respondents	respondent	NOUN
aad-647	66	36	.	.	PUNCT
aad-647	67	1	the	the	DET
aad-647	67	2	independent	independent	ADJ
aad-647	67	3	variables	variable	NOUN
aad-647	67	4	included	include	VERB
aad-647	67	5	adopter	adopter	ADJ
aad-647	67	6	categories	category	NOUN
aad-647	67	7	,	,	PUNCT
aad-647	67	8	innovativeness	innovativeness	NOUN
aad-647	67	9	,	,	PUNCT
aad-647	67	10	economic	economic	ADJ
aad-647	67	11	benefits	benefit	NOUN
aad-647	67	12	,	,	PUNCT
aad-647	67	13	cost	cost	NOUN
aad-647	67	14	,	,	PUNCT
aad-647	67	15	compatibility	compatibility	NOUN
aad-647	67	16	,	,	PUNCT
aad-647	67	17	peer	peer	NOUN
aad-647	67	18	influence	influence	NOUN
aad-647	67	19	,	,	PUNCT
aad-647	67	20	education	education	NOUN
aad-647	67	21	,	,	PUNCT
aad-647	67	22	years	year	NOUN
aad-647	67	23	of	of	ADP
aad-647	67	24	farming	farming	NOUN
aad-647	67	25	experience	experience	NOUN
aad-647	67	26	,	,	PUNCT
aad-647	67	27	operation	operation	NOUN
aad-647	67	28	size	size	NOUN
aad-647	67	29	,	,	PUNCT
aad-647	67	30	and	and	CCONJ
aad-647	67	31	annual	annual	ADJ
aad-647	67	32	farm	farm	NOUN
aad-647	67	33	income	income	NOUN
aad-647	67	34	.	.	PUNCT
aad-647	68	1	the	the	DET
aad-647	68	2	dependent	dependent	ADJ
aad-647	68	3	variables	variable	NOUN
aad-647	68	4	were	be	AUX
aad-647	68	5	the	the	DET
aad-647	68	6	adoption	adoption	NOUN
aad-647	68	7	decisions	decision	NOUN
aad-647	68	8	for	for	ADP
aad-647	68	9	specific	specific	ADJ
aad-647	68	10	technologies	technology	NOUN
aad-647	68	11	,	,	PUNCT
aad-647	68	12	which	which	PRON
aad-647	68	13	varied	vary	VERB
aad-647	68	14	between	between	ADP
aad-647	68	15	row	row	NOUN
aad-647	68	16	crop	crop	NOUN
aad-647	68	17	and	and	CCONJ
aad-647	68	18	livestock	livestock	NOUN
aad-647	68	19	farmers	farmer	NOUN
aad-647	68	20	.	.	PUNCT
aad-647	69	1	survey	survey	NOUN
aad-647	69	2	participants	participant	NOUN
aad-647	69	3	were	be	AUX
aad-647	69	4	asked	ask	VERB
aad-647	69	5	to	to	AUX
aad-647	69	6	self	self	NOUN
aad-647	69	7	-	-	PUNCT
aad-647	69	8	categorize	categorize	VERB
aad-647	69	9	themselves	themselves	PRON
aad-647	69	10	in	in	ADP
aad-647	69	11	adopter	adopter	ADJ
aad-647	69	12	categories	category	NOUN
aad-647	69	13	(	(	PUNCT
aad-647	69	14	1	1	NUM
aad-647	69	15	=	=	SYM
aad-647	69	16	innovators	innovator	NOUN
aad-647	69	17	,	,	PUNCT
aad-647	69	18	2	2	NUM
aad-647	69	19	=	=	SYM
aad-647	69	20	early	early	ADJ
aad-647	69	21	adopters	adopter	NOUN
aad-647	69	22	,	,	PUNCT
aad-647	69	23	3	3	NUM
aad-647	69	24	=	=	SYM
aad-647	69	25	early	early	ADJ
aad-647	69	26	majority	majority	NOUN
aad-647	69	27	,	,	PUNCT
aad-647	69	28	4	4	NUM
aad-647	69	29	=	=	SYM
aad-647	69	30	late	late	ADJ
aad-647	69	31	majority	majority	NOUN
aad-647	69	32	,	,	PUNCT
aad-647	69	33	5	5	NUM
aad-647	69	34	=	=	SYM
aad-647	69	35	laggards	laggard	NOUN
aad-647	69	36	)	)	PUNCT
aad-647	69	37	.	.	PUNCT
aad-647	70	1	to	to	PART
aad-647	70	2	avoid	avoid	VERB
aad-647	70	3	response	response	NOUN
aad-647	70	4	bias	bias	NOUN
aad-647	70	5	,	,	PUNCT
aad-647	70	6	descriptions	description	NOUN
aad-647	70	7	of	of	ADP
aad-647	70	8	each	each	DET
aad-647	70	9	category	category	NOUN
aad-647	70	10	were	be	AUX
aad-647	70	11	provided	provide	VERB
aad-647	70	12	,	,	PUNCT
aad-647	70	13	not	not	PART
aad-647	70	14	the	the	DET
aad-647	70	15	name	name	NOUN
aad-647	70	16	of	of	ADP
aad-647	70	17	each	each	DET
aad-647	70	18	category	category	NOUN
aad-647	70	19	.	.	PUNCT
aad-647	71	1	in	in	ADP
aad-647	71	2	addition	addition	NOUN
aad-647	71	3	,	,	PUNCT
aad-647	71	4	a	a	DET
aad-647	71	5	5	5	NUM
aad-647	71	6	-	-	PUNCT
aad-647	71	7	item	item	NOUN
aad-647	71	8	innovativeness	innovativeness	NOUN
aad-647	71	9	scale	scale	NOUN
aad-647	71	10	was	be	AUX
aad-647	71	11	completed	complete	VERB
aad-647	71	12	by	by	ADP
aad-647	71	13	farmers	farmer	NOUN
aad-647	71	14	.	.	PUNCT
aad-647	72	1	innovativeness	innovativeness	NOUN
aad-647	72	2	scores	score	NOUN
aad-647	72	3	were	be	AUX
aad-647	72	4	interpreted	interpret	VERB
aad-647	72	5	as	as	ADP
aad-647	72	6	follows	follow	VERB
aad-647	72	7	:	:	PUNCT
aad-647	72	8	strongly	strongly	ADV
aad-647	72	9	agree	agree	VERB
aad-647	72	10	=	=	PUNCT
aad-647	72	11	5.00	5.00	NUM
aad-647	72	12	–	–	PUNCT
aad-647	72	13	5.99	5.99	NUM
aad-647	72	14	,	,	PUNCT
aad-647	72	15	agree	agree	VERB
aad-647	72	16	=	=	PUNCT
aad-647	72	17	6	6	NUM
aad-647	72	18	–	–	PUNCT
aad-647	72	19	6.49	6.49	NUM
aad-647	72	20	,	,	PUNCT
aad-647	72	21	neutral	neutral	ADJ
aad-647	72	22	=	=	SYM
aad-647	72	23	6.50	6.50	NUM
aad-647	72	24	–	–	PUNCT
aad-647	72	25	7.49	7.49	NUM
aad-647	72	26	,	,	PUNCT
aad-647	72	27	disagree	disagree	VERB
aad-647	72	28	=	=	SYM
aad-647	72	29	7.50	7.50	NUM
aad-647	72	30	–	–	PUNCT
aad-647	72	31	8.49	8.49	NUM
aad-647	72	32	,	,	PUNCT
aad-647	72	33	strongly	strongly	ADV
aad-647	72	34	disagree	disagree	VERB
aad-647	72	35	=	=	SYM
aad-647	72	36	8.50	8.50	NUM
aad-647	72	37	–	–	PUNCT
aad-647	72	38	10.00	10.00	NUM
aad-647	72	39	.	.	PUNCT
aad-647	73	1	the	the	DET
aad-647	73	2	perceived	perceive	VERB
aad-647	73	3	importance	importance	NOUN
aad-647	73	4	of	of	ADP
aad-647	73	5	economic	economic	ADJ
aad-647	73	6	benefits	benefit	NOUN
aad-647	73	7	,	,	PUNCT
aad-647	73	8	cost	cost	NOUN
aad-647	73	9	of	of	ADP
aad-647	73	10	technology	technology	NOUN
aad-647	73	11	,	,	PUNCT
aad-647	73	12	compatibility	compatibility	NOUN
aad-647	73	13	,	,	PUNCT
aad-647	73	14	and	and	CCONJ
aad-647	73	15	peer	peer	NOUN
aad-647	73	16	influence	influence	NOUN
aad-647	73	17	to	to	ADP
aad-647	73	18	adopting	adopt	VERB
aad-647	73	19	new	new	ADJ
aad-647	73	20	technology	technology	NOUN
aad-647	73	21	used	use	VERB
aad-647	73	22	likert	likert	ADJ
aad-647	73	23	-	-	PUNCT
aad-647	73	24	type	type	NOUN
aad-647	73	25	items	item	NOUN
aad-647	73	26	interpreted	interpret	VERB
aad-647	73	27	as	as	ADP
aad-647	73	28	:	:	PUNCT
aad-647	73	29	very	very	ADV
aad-647	73	30	important	important	ADJ
aad-647	73	31	=	=	SYM
aad-647	73	32	5.00	5.00	NUM
aad-647	73	33	–	–	PUNCT
aad-647	73	34	4.51	4.51	NUM
aad-647	73	35	,	,	PUNCT
aad-647	73	36	important	important	ADJ
aad-647	73	37	=	=	SYM
aad-647	73	38	4.50	4.50	NUM
aad-647	73	39	–	–	PUNCT
aad-647	73	40	3.51	3.51	NUM
aad-647	73	41	,	,	PUNCT
aad-647	73	42	neutral	neutral	ADJ
aad-647	73	43	=	=	SYM
aad-647	73	44	3.50	3.50	NUM
aad-647	73	45	–	–	PUNCT
aad-647	73	46	2.51	2.51	NUM
aad-647	73	47	,	,	PUNCT
aad-647	73	48	unimportant	unimportant	ADJ
aad-647	73	49	=	=	X
aad-647	73	50	2.50	2.50	NUM
aad-647	73	51	–	–	PUNCT
aad-647	73	52	1.51	1.51	NUM
aad-647	73	53	,	,	PUNCT
aad-647	73	54	very	very	ADV
aad-647	73	55	unimportant	unimportant	ADJ
aad-647	73	56	=	=	NOUN
aad-647	73	57	1.50	1.50	NUM
aad-647	73	58	–	–	PUNCT
aad-647	73	59	1.00	1.00	NUM
aad-647	73	60	.	.	PUNCT
aad-647	74	1	binary	binary	ADJ
aad-647	74	2	responses	response	NOUN
aad-647	74	3	(	(	PUNCT
aad-647	74	4	adopt	adopt	VERB
aad-647	74	5	or	or	CCONJ
aad-647	74	6	not	not	PART
aad-647	74	7	adopt	adopt	VERB
aad-647	74	8	)	)	PUNCT
aad-647	74	9	were	be	AUX
aad-647	74	10	collected	collect	VERB
aad-647	74	11	to	to	PART
aad-647	74	12	determine	determine	VERB
aad-647	74	13	which	which	DET
aad-647	74	14	specific	specific	ADJ
aad-647	74	15	technologies	technology	NOUN
aad-647	74	16	farmers	farmer	NOUN
aad-647	74	17	would	would	AUX
aad-647	74	18	adopt	adopt	VERB
aad-647	74	19	.	.	PUNCT
aad-647	75	1	descriptive	descriptive	ADJ
aad-647	75	2	statistics	statistic	NOUN
aad-647	75	3	and	and	CCONJ
aad-647	75	4	binary	binary	ADJ
aad-647	75	5	logistic	logistic	ADJ
aad-647	75	6	regression	regression	NOUN
aad-647	75	7	predicted	predict	VERB
aad-647	75	8	the	the	DET
aad-647	75	9	likelihood	likelihood	NOUN
aad-647	75	10	of	of	ADP
aad-647	75	11	technology	technology	NOUN
aad-647	75	12	adoption	adoption	NOUN
aad-647	75	13	based	base	VERB
aad-647	75	14	on	on	ADP
aad-647	75	15	independent	independent	ADJ
aad-647	75	16	variables	variable	NOUN
aad-647	75	17	.	.	PUNCT
aad-647	76	1	descriptive	descriptive	ADJ
aad-647	76	2	statistics	statistic	NOUN
aad-647	76	3	,	,	PUNCT
aad-647	76	4	such	such	ADJ
aad-647	76	5	as	as	ADP
aad-647	76	6	means	mean	NOUN
aad-647	76	7	and	and	CCONJ
aad-647	76	8	standard	standard	ADJ
aad-647	76	9	deviations	deviation	NOUN
aad-647	76	10	,	,	PUNCT
aad-647	76	11	were	be	AUX
aad-647	76	12	reported	report	VERB
aad-647	76	13	for	for	ADP
aad-647	76	14	adopter	adopter	ADJ
aad-647	76	15	categories	category	NOUN
aad-647	76	16	,	,	PUNCT
aad-647	76	17	innovativeness	innovativeness	NOUN
aad-647	76	18	,	,	PUNCT
aad-647	76	19	economic	economic	ADJ
aad-647	76	20	benefits	benefit	NOUN
aad-647	76	21	,	,	PUNCT
aad-647	76	22	compatibility	compatibility	NOUN
aad-647	76	23	,	,	PUNCT
aad-647	76	24	cost	cost	NOUN
aad-647	76	25	,	,	PUNCT
aad-647	76	26	peer	peer	NOUN
aad-647	76	27	influence	influence	NOUN
aad-647	76	28	,	,	PUNCT
aad-647	76	29	education	education	NOUN
aad-647	76	30	,	,	PUNCT
aad-647	76	31	years	year	NOUN
aad-647	76	32	of	of	ADP
aad-647	76	33	farming	farming	NOUN
aad-647	76	34	experience	experience	NOUN
aad-647	76	35	,	,	PUNCT
aad-647	76	36	size	size	NOUN
aad-647	76	37	of	of	ADP
aad-647	76	38	operation	operation	NOUN
aad-647	76	39	,	,	PUNCT
aad-647	76	40	and	and	CCONJ
aad-647	76	41	annual	annual	ADJ
aad-647	76	42	farm	farm	NOUN
aad-647	76	43	income	income	NOUN
aad-647	76	44	.	.	PUNCT
aad-647	77	1	all	all	DET
aad-647	77	2	tests	test	NOUN
aad-647	77	3	used	use	VERB
aad-647	77	4	a	a	DET
aad-647	77	5	significance	significance	NOUN
aad-647	77	6	threshold	threshold	NOUN
aad-647	77	7	of	of	ADP
aad-647	77	8	α	α	NOUN
aad-647	77	9	=	=	NOUN
aad-647	77	10	0.05	0.05	NUM
aad-647	77	11	set	set	VERB
aad-647	77	12	a	a	DET
aad-647	77	13	priori	priori	ADV
aad-647	77	14	.	.	PUNCT
aad-647	78	1	the	the	DET
aad-647	78	2	odds	odd	NOUN
aad-647	78	3	ratio	ratio	NOUN
aad-647	78	4	(	(	PUNCT
aad-647	78	5	exp(b	exp(b	PROPN
aad-647	78	6	)	)	PUNCT
aad-647	78	7	)	)	PUNCT
aad-647	78	8	was	be	AUX
aad-647	78	9	calculated	calculate	VERB
aad-647	78	10	to	to	PART
aad-647	78	11	identify	identify	VERB
aad-647	78	12	the	the	DET
aad-647	78	13	magnitude	magnitude	NOUN
aad-647	78	14	of	of	ADP
aad-647	78	15	the	the	DET
aad-647	78	16	relationship	relationship	NOUN
aad-647	78	17	of	of	ADP
aad-647	78	18	adoption	adoption	NOUN
aad-647	78	19	to	to	ADP
aad-647	78	20	the	the	DET
aad-647	78	21	other	other	ADJ
aad-647	78	22	independent	independent	ADJ
aad-647	78	23	variables	variable	NOUN
aad-647	78	24	in	in	ADP
aad-647	78	25	the	the	DET
aad-647	78	26	study	study	NOUN
aad-647	78	27	.	.	PUNCT
aad-647	79	1	a	a	DET
aad-647	79	2	multicollinearity	multicollinearity	NOUN
aad-647	79	3	test	test	NOUN
aad-647	79	4	was	be	AUX
aad-647	79	5	conducted	conduct	VERB
aad-647	79	6	using	use	VERB
aad-647	79	7	the	the	DET
aad-647	79	8	variance	variance	NOUN
aad-647	79	9	inflation	inflation	NOUN
aad-647	79	10	factor	factor	NOUN
aad-647	79	11	to	to	PART
aad-647	79	12	determine	determine	VERB
aad-647	79	13	the	the	DET
aad-647	79	14	level	level	NOUN
aad-647	79	15	of	of	ADP
aad-647	79	16	collinearity	collinearity	NOUN
aad-647	79	17	between	between	ADP
aad-647	79	18	independent	independent	ADJ
aad-647	79	19	variables	variable	NOUN
aad-647	79	20	.	.	PUNCT
aad-647	80	1	a	a	DET
aad-647	80	2	backward	backward	ADJ
aad-647	80	3	stepwise	stepwise	PROPN
aad-647	80	4	binary	binary	PROPN
aad-647	80	5	logistic	logistic	PROPN
aad-647	80	6	regression	regression	NOUN
aad-647	80	7	procedure	procedure	NOUN
aad-647	80	8	was	be	AUX
aad-647	80	9	used	use	VERB
aad-647	80	10	to	to	PART
aad-647	80	11	predict	predict	VERB
aad-647	80	12	adoption	adoption	NOUN
aad-647	80	13	and	and	CCONJ
aad-647	80	14	each	each	PRON
aad-647	80	15	of	of	ADP
aad-647	80	16	the	the	DET
aad-647	80	17	influential	influential	ADJ
aad-647	80	18	factors	factor	NOUN
aad-647	80	19	and	and	CCONJ
aad-647	80	20	demographics	demographic	NOUN
aad-647	80	21	,	,	PUNCT
aad-647	80	22	for	for	ADP
aad-647	80	23	the	the	DET
aad-647	80	24	purpose	purpose	NOUN
aad-647	80	25	of	of	ADP
aad-647	80	26	better	well	ADJ
aad-647	80	27	understanding	understanding	NOUN
aad-647	80	28	what	what	PRON
aad-647	80	29	causes	cause	VERB
aad-647	80	30	a	a	DET
aad-647	80	31	farmer	farmer	NOUN
aad-647	80	32	to	to	PART
aad-647	80	33	adopt	adopt	VERB
aad-647	80	34	a	a	DET
aad-647	80	35	technology	technology	NOUN
aad-647	80	36	.	.	PUNCT
aad-647	81	1	finally	finally	ADV
aad-647	81	2	,	,	PUNCT
aad-647	81	3	a	a	DET
aad-647	81	4	hosmer	hosmer	NOUN
aad-647	81	5	and	and	CCONJ
aad-647	81	6	lemeshow	lemeshow	PROPN
aad-647	81	7	test	test	NOUN
aad-647	81	8	was	be	AUX
aad-647	81	9	conducted	conduct	VERB
aad-647	81	10	to	to	PART
aad-647	81	11	assess	assess	VERB
aad-647	81	12	the	the	DET
aad-647	81	13	goodness	goodness	NOUN
aad-647	81	14	of	of	ADP
aad-647	81	15	fit	fit	NOUN
aad-647	81	16	of	of	ADP
aad-647	81	17	the	the	DET
aad-647	81	18	regression	regression	NOUN
aad-647	81	19	logistic	logistic	NOUN
aad-647	81	20	models	model	NOUN
aad-647	81	21	(	(	PUNCT
aad-647	81	22	hosmer	hosmer	X
aad-647	81	23	et	et	PROPN
aad-647	81	24	al	al	PROPN
aad-647	81	25	.	.	PROPN
aad-647	81	26	,	,	PUNCT
aad-647	81	27	2013	2013	NUM
aad-647	81	28	)	)	PUNCT
aad-647	81	29	.	.	PUNCT
aad-647	82	1	bayesian	bayesian	NOUN
aad-647	82	2	regression	regression	NOUN
aad-647	82	3	was	be	AUX
aad-647	82	4	also	also	ADV
aad-647	82	5	employed	employ	VERB
aad-647	82	6	for	for	ADP
aad-647	82	7	variables	variable	NOUN
aad-647	82	8	where	where	SCONJ
aad-647	82	9	binary	binary	ADJ
aad-647	82	10	logistic	logistic	ADJ
aad-647	82	11	regression	regression	NOUN
aad-647	82	12	was	be	AUX
aad-647	82	13	inconclusive	inconclusive	ADJ
aad-647	82	14	,	,	PUNCT
aad-647	82	15	as	as	SCONJ
aad-647	82	16	bayesian	bayesian	NOUN
aad-647	82	17	regression	regression	NOUN
aad-647	82	18	is	be	AUX
aad-647	82	19	well	well	ADV
aad-647	82	20	suited	suited	ADJ
aad-647	82	21	to	to	PART
aad-647	82	22	handle	handle	VERB
aad-647	82	23	model	model	NOUN
aad-647	82	24	data	datum	NOUN
aad-647	82	25	with	with	ADP
aad-647	82	26	small	small	ADJ
aad-647	82	27	sample	sample	NOUN
aad-647	82	28	sizes	size	NOUN
aad-647	82	29	and	and	CCONJ
aad-647	82	30	can	can	AUX
aad-647	82	31	provide	provide	VERB
aad-647	82	32	accurate	accurate	ADJ
aad-647	82	33	estimations	estimation	NOUN
aad-647	82	34	(	(	PUNCT
aad-647	82	35	mcneish	mcneish	ADJ
aad-647	82	36	,	,	PUNCT
aad-647	82	37	2016	2016	NUM
aad-647	82	38	)	)	PUNCT
aad-647	82	39	.	.	PUNCT
aad-647	83	1	findings	finding	VERB
aad-647	83	2	the	the	DET
aad-647	83	3	delphi	delphi	NOUN
aad-647	83	4	study	study	NOUN
aad-647	83	5	was	be	AUX
aad-647	83	6	utilized	utilize	VERB
aad-647	83	7	to	to	PART
aad-647	83	8	generate	generate	VERB
aad-647	83	9	a	a	DET
aad-647	83	10	list	list	NOUN
aad-647	83	11	of	of	ADP
aad-647	83	12	technologies	technology	NOUN
aad-647	83	13	that	that	PRON
aad-647	83	14	farmers	farmer	NOUN
aad-647	83	15	were	be	AUX
aad-647	83	16	looking	look	VERB
aad-647	83	17	to	to	PART
aad-647	83	18	adopt	adopt	VERB
aad-647	83	19	.	.	PUNCT
aad-647	84	1	the	the	DET
aad-647	84	2	statewide	statewide	ADJ
aad-647	84	3	survey	survey	NOUN
aad-647	84	4	revealed	reveal	VERB
aad-647	84	5	that	that	SCONJ
aad-647	84	6	livestock	livestock	NOUN
aad-647	84	7	farmers	farmer	NOUN
aad-647	84	8	emphasized	emphasize	VERB
aad-647	84	9	medications	medication	NOUN
aad-647	84	10	,	,	PUNCT
aad-647	84	11	reproductive	reproductive	ADJ
aad-647	84	12	technologies	technology	NOUN
aad-647	84	13	,	,	PUNCT
aad-647	84	14	and	and	CCONJ
aad-647	84	15	forage	forage	NOUN
aad-647	84	16	innovations	innovation	NOUN
aad-647	84	17	,	,	PUNCT
aad-647	84	18	while	while	SCONJ
aad-647	84	19	row	row	NOUN
aad-647	84	20	crop	crop	NOUN
aad-647	84	21	farmers	farmer	NOUN
aad-647	84	22	prioritized	prioritize	VERB
aad-647	84	23	seed	seed	NOUN
aad-647	84	24	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	84	25	morris	morris	PROPN
aad-647	84	26	et	et	PROPN
aad-647	84	27	al	al	PROPN
aad-647	84	28	.	.	PUNCT
aad-647	84	29	advancements	advancement	NOUN
aad-647	84	30	in	in	ADP
aad-647	84	31	agricultural	agricultural	ADJ
aad-647	84	32	development	development	NOUN
aad-647	84	33	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	84	34	64	64	NUM
aad-647	84	35	genetic	genetic	ADJ
aad-647	84	36	traits	trait	NOUN
aad-647	84	37	,	,	PUNCT
aad-647	84	38	cover	cover	VERB
aad-647	84	39	crops	crop	NOUN
aad-647	84	40	,	,	PUNCT
aad-647	84	41	and	and	CCONJ
aad-647	84	42	precision	precision	NOUN
aad-647	84	43	agriculture	agriculture	NOUN
aad-647	84	44	technologies	technology	NOUN
aad-647	84	45	(	(	PUNCT
aad-647	84	46	pats	pat	NOUN
aad-647	84	47	)	)	PUNCT
aad-647	84	48	.	.	PUNCT
aad-647	85	1	economic	economic	ADJ
aad-647	85	2	benefits	benefit	NOUN
aad-647	85	3	were	be	AUX
aad-647	85	4	the	the	DET
aad-647	85	5	primary	primary	ADJ
aad-647	85	6	driver	driver	NOUN
aad-647	85	7	of	of	ADP
aad-647	85	8	adoption	adoption	NOUN
aad-647	85	9	decisions	decision	NOUN
aad-647	85	10	,	,	PUNCT
aad-647	85	11	followed	follow	VERB
aad-647	85	12	by	by	ADP
aad-647	85	13	compatibility	compatibility	NOUN
aad-647	85	14	,	,	PUNCT
aad-647	85	15	cost	cost	NOUN
aad-647	85	16	,	,	PUNCT
aad-647	85	17	and	and	CCONJ
aad-647	85	18	peer	peer	NOUN
aad-647	85	19	influence	influence	NOUN
aad-647	85	20	,	,	PUNCT
aad-647	85	21	with	with	ADP
aad-647	85	22	insufficient	insufficient	ADJ
aad-647	85	23	economic	economic	ADJ
aad-647	85	24	returns	return	NOUN
aad-647	85	25	as	as	ADP
aad-647	85	26	the	the	DET
aad-647	85	27	main	main	ADJ
aad-647	85	28	barrier	barrier	NOUN
aad-647	85	29	.	.	PUNCT
aad-647	86	1	the	the	DET
aad-647	86	2	participants	participant	NOUN
aad-647	86	3	were	be	AUX
aad-647	86	4	asked	ask	VERB
aad-647	86	5	to	to	PART
aad-647	86	6	rank	rank	VERB
aad-647	86	7	technologies	technology	NOUN
aad-647	86	8	by	by	ADP
aad-647	86	9	importance	importance	NOUN
aad-647	86	10	,	,	PUNCT
aad-647	86	11	with	with	ADP
aad-647	86	12	lower	low	ADJ
aad-647	86	13	mean	mean	ADJ
aad-647	86	14	scores	score	NOUN
aad-647	86	15	indicating	indicate	VERB
aad-647	86	16	higher	high	ADJ
aad-647	86	17	priority	priority	NOUN
aad-647	86	18	based	base	VERB
aad-647	86	19	on	on	ADP
aad-647	86	20	participant	participant	ADJ
aad-647	86	21	rankings	ranking	NOUN
aad-647	86	22	(	(	PUNCT
aad-647	86	23	1	1	NUM
aad-647	86	24	=	=	SYM
aad-647	86	25	most	most	ADV
aad-647	86	26	important	important	ADJ
aad-647	86	27	,	,	PUNCT
aad-647	86	28	10	10	NUM
aad-647	86	29	=	=	SYM
aad-647	86	30	least	least	ADV
aad-647	86	31	important	important	ADJ
aad-647	86	32	)	)	PUNCT
aad-647	86	33	.	.	PUNCT
aad-647	87	1	the	the	DET
aad-647	87	2	livestock	livestock	NOUN
aad-647	87	3	farmers	farmer	NOUN
aad-647	87	4	indicated	indicate	VERB
aad-647	87	5	that	that	SCONJ
aad-647	87	6	reproductive	reproductive	ADJ
aad-647	87	7	technologies	technology	NOUN
aad-647	87	8	,	,	PUNCT
aad-647	87	9	forage	forage	NOUN
aad-647	87	10	innovations	innovation	NOUN
aad-647	87	11	,	,	PUNCT
aad-647	87	12	and	and	CCONJ
aad-647	87	13	medications	medication	NOUN
aad-647	87	14	were	be	AUX
aad-647	87	15	the	the	DET
aad-647	87	16	technologies	technology	NOUN
aad-647	87	17	they	they	PRON
aad-647	87	18	were	be	AUX
aad-647	87	19	prioritizing	prioritize	VERB
aad-647	87	20	to	to	PART
aad-647	87	21	adopt	adopt	VERB
aad-647	87	22	for	for	ADP
aad-647	87	23	their	their	PRON
aad-647	87	24	operations	operation	NOUN
aad-647	87	25	.	.	PUNCT
aad-647	88	1	the	the	DET
aad-647	88	2	row	row	NOUN
aad-647	88	3	crop	crop	NOUN
aad-647	88	4	producers	producer	NOUN
aad-647	88	5	reported	report	VERB
aad-647	88	6	that	that	SCONJ
aad-647	88	7	seed	seed	NOUN
aad-647	88	8	genetic	genetic	ADJ
aad-647	88	9	traits	trait	NOUN
aad-647	88	10	,	,	PUNCT
aad-647	88	11	cover	cover	VERB
aad-647	88	12	crops	crop	NOUN
aad-647	88	13	,	,	PUNCT
aad-647	88	14	and	and	CCONJ
aad-647	88	15	precision	precision	VERB
aad-647	88	16	agricultural	agricultural	ADJ
aad-647	88	17	technologies	technology	NOUN
aad-647	88	18	were	be	AUX
aad-647	88	19	the	the	DET
aad-647	88	20	technologies	technology	NOUN
aad-647	88	21	that	that	PRON
aad-647	88	22	they	they	PRON
aad-647	88	23	were	be	AUX
aad-647	88	24	considering	consider	VERB
aad-647	88	25	for	for	ADP
aad-647	88	26	adoption	adoption	NOUN
aad-647	88	27	.	.	PUNCT
aad-647	89	1	the	the	DET
aad-647	89	2	findings	finding	NOUN
aad-647	89	3	suggest	suggest	VERB
aad-647	89	4	that	that	SCONJ
aad-647	89	5	livestock	livestock	NOUN
aad-647	89	6	farmers	farmer	NOUN
aad-647	89	7	prioritize	prioritize	VERB
aad-647	89	8	technologies	technology	NOUN
aad-647	89	9	enhancing	enhance	VERB
aad-647	89	10	animal	animal	NOUN
aad-647	89	11	health	health	NOUN
aad-647	89	12	and	and	CCONJ
aad-647	89	13	reproduction	reproduction	NOUN
aad-647	89	14	,	,	PUNCT
aad-647	89	15	while	while	SCONJ
aad-647	89	16	row	row	NOUN
aad-647	89	17	crop	crop	NOUN
aad-647	89	18	farmers	farmer	NOUN
aad-647	89	19	focus	focus	VERB
aad-647	89	20	on	on	ADP
aad-647	89	21	yieldenhancing	yieldenhance	VERB
aad-647	89	22	and	and	CCONJ
aad-647	89	23	precision	precision	NOUN
aad-647	89	24	technologies	technology	NOUN
aad-647	89	25	,	,	PUNCT
aad-647	89	26	driven	drive	VERB
aad-647	89	27	primarily	primarily	ADV
aad-647	89	28	by	by	ADP
aad-647	89	29	economic	economic	ADJ
aad-647	89	30	returns	return	NOUN
aad-647	89	31	.	.	PUNCT
aad-647	90	1	adoption	adoption	NOUN
aad-647	90	2	readiness	readiness	NOUN
aad-647	90	3	by	by	ADP
aad-647	90	4	adopter	adopter	ADJ
aad-647	90	5	category	category	NOUN
aad-647	90	6	and	and	CCONJ
aad-647	90	7	innovativeness	innovativeness	NOUN
aad-647	90	8	livestock	livestock	NOUN
aad-647	90	9	farmers	farmer	NOUN
aad-647	90	10	(	(	PUNCT
aad-647	90	11	n	n	NOUN
aad-647	90	12	=	=	SYM
aad-647	90	13	576	576	NUM
aad-647	90	14	)	)	PUNCT
aad-647	90	15	predominantly	predominantly	ADV
aad-647	90	16	identified	identify	VERB
aad-647	90	17	in	in	ADP
aad-647	90	18	the	the	DET
aad-647	90	19	early	early	ADJ
aad-647	90	20	majority	majority	NOUN
aad-647	90	21	(	(	PUNCT
aad-647	90	22	38.4	38.4	NUM
aad-647	90	23	%	%	NOUN
aad-647	90	24	)	)	PUNCT
aad-647	90	25	and	and	CCONJ
aad-647	90	26	late	late	ADJ
aad-647	90	27	majority	majority	NOUN
aad-647	90	28	(	(	PUNCT
aad-647	90	29	35.9	35.9	NUM
aad-647	90	30	%	%	NOUN
aad-647	90	31	)	)	PUNCT
aad-647	90	32	,	,	PUNCT
aad-647	90	33	with	with	ADP
aad-647	90	34	lower	low	ADJ
aad-647	90	35	innovativeness	innovativeness	NOUN
aad-647	90	36	scores	score	NOUN
aad-647	90	37	(	(	PUNCT
aad-647	90	38	m	m	PROPN
aad-647	90	39	=	=	ADJ
aad-647	90	40	8.79–9.16	8.79–9.16	NUM
aad-647	90	41	)	)	PUNCT
aad-647	90	42	.	.	PUNCT
aad-647	91	1	row	row	NOUN
aad-647	91	2	crop	crop	NOUN
aad-647	91	3	farmers	farmer	NOUN
aad-647	91	4	(	(	PUNCT
aad-647	91	5	n	n	NOUN
aad-647	91	6	=	=	SYM
aad-647	91	7	99	99	NUM
aad-647	91	8	)	)	PUNCT
aad-647	91	9	leaned	lean	VERB
aad-647	91	10	toward	toward	ADP
aad-647	91	11	being	be	AUX
aad-647	91	12	classified	classify	VERB
aad-647	91	13	as	as	ADP
aad-647	91	14	the	the	DET
aad-647	91	15	early	early	ADJ
aad-647	91	16	majority	majority	NOUN
aad-647	91	17	(	(	PUNCT
aad-647	91	18	44.4	44.4	NUM
aad-647	91	19	%	%	NOUN
aad-647	91	20	)	)	PUNCT
aad-647	91	21	and	and	CCONJ
aad-647	91	22	early	early	ADJ
aad-647	91	23	adopters	adopter	NOUN
aad-647	91	24	(	(	PUNCT
aad-647	91	25	23.2	23.2	NUM
aad-647	91	26	%	%	NOUN
aad-647	91	27	)	)	PUNCT
aad-647	91	28	,	,	PUNCT
aad-647	91	29	with	with	ADP
aad-647	91	30	higher	high	ADJ
aad-647	91	31	levels	level	NOUN
aad-647	91	32	of	of	ADP
aad-647	91	33	innovativeness	innovativeness	NOUN
aad-647	91	34	(	(	PUNCT
aad-647	91	35	m	m	NOUN
aad-647	91	36	=	=	NOUN
aad-647	91	37	7.00–8.96	7.00–8.96	NUM
aad-647	91	38	)	)	PUNCT
aad-647	91	39	.	.	PUNCT
aad-647	92	1	anova	anova	PROPN
aad-647	92	2	revealed	reveal	VERB
aad-647	92	3	significant	significant	ADJ
aad-647	92	4	innovativeness	innovativeness	NOUN
aad-647	92	5	differences	difference	NOUN
aad-647	92	6	across	across	ADP
aad-647	92	7	adopter	adopter	ADJ
aad-647	92	8	categories	category	NOUN
aad-647	92	9	(	(	PUNCT
aad-647	92	10	p	p	X
aad-647	92	11	<	<	X
aad-647	92	12	0.05	0.05	NUM
aad-647	92	13	)	)	PUNCT
aad-647	92	14	.	.	PUNCT
aad-647	93	1	for	for	ADP
aad-647	93	2	livestock	livestock	NOUN
aad-647	93	3	farmers	farmer	NOUN
aad-647	93	4	,	,	PUNCT
aad-647	93	5	early	early	ADJ
aad-647	93	6	adopters	adopter	NOUN
aad-647	93	7	were	be	AUX
aad-647	93	8	more	more	ADV
aad-647	93	9	innovative	innovative	ADJ
aad-647	93	10	than	than	ADP
aad-647	93	11	late	late	ADJ
aad-647	93	12	majority	majority	NOUN
aad-647	93	13	(	(	PUNCT
aad-647	93	14	p	p	X
aad-647	93	15	<	<	X
aad-647	93	16	0.01	0.01	NUM
aad-647	93	17	)	)	PUNCT
aad-647	93	18	and	and	CCONJ
aad-647	93	19	laggards	laggard	NOUN
aad-647	93	20	(	(	PUNCT
aad-647	93	21	p	p	X
aad-647	93	22	<	<	X
aad-647	93	23	0.01	0.01	NUM
aad-647	93	24	)	)	PUNCT
aad-647	93	25	.	.	PUNCT
aad-647	94	1	for	for	ADP
aad-647	94	2	row	row	NOUN
aad-647	94	3	crop	crop	NOUN
aad-647	94	4	farmers	farmer	NOUN
aad-647	94	5	,	,	PUNCT
aad-647	94	6	innovators	innovator	NOUN
aad-647	94	7	surpassed	surpass	VERB
aad-647	94	8	early	early	ADJ
aad-647	94	9	majority	majority	NOUN
aad-647	94	10	(	(	PUNCT
aad-647	94	11	p	p	X
aad-647	94	12	<	<	X
aad-647	94	13	0.02	0.02	NUM
aad-647	94	14	)	)	PUNCT
aad-647	94	15	,	,	PUNCT
aad-647	94	16	late	late	ADJ
aad-647	94	17	majority	majority	NOUN
aad-647	94	18	(	(	PUNCT
aad-647	94	19	p	p	X
aad-647	94	20	<	<	X
aad-647	94	21	0.01	0.01	NUM
aad-647	94	22	)	)	PUNCT
aad-647	94	23	,	,	PUNCT
aad-647	94	24	and	and	CCONJ
aad-647	94	25	laggards	laggard	NOUN
aad-647	94	26	(	(	PUNCT
aad-647	94	27	p	p	X
aad-647	94	28	<	<	X
aad-647	94	29	0.04	0.04	NUM
aad-647	94	30	)	)	PUNCT
aad-647	94	31	.	.	PUNCT
aad-647	95	1	cohen	cohen	PROPN
aad-647	95	2	’s	’s	PART
aad-647	96	1	d	d	PROPN
aad-647	96	2	confirmed	confirm	VERB
aad-647	96	3	that	that	DET
aad-647	96	4	level	level	NOUN
aad-647	96	5	of	of	ADP
aad-647	96	6	innovativeness	innovativeness	NOUN
aad-647	96	7	had	have	VERB
aad-647	96	8	a	a	DET
aad-647	96	9	medium	medium	ADJ
aad-647	96	10	effect	effect	NOUN
aad-647	96	11	on	on	ADP
aad-647	96	12	technology	technology	NOUN
aad-647	96	13	adoption	adoption	NOUN
aad-647	96	14	(	(	PUNCT
aad-647	96	15	cohen	cohen	PROPN
aad-647	96	16	’s	’s	PART
aad-647	96	17	d	d	X
aad-647	96	18	=	=	SYM
aad-647	96	19	0.71	0.71	NUM
aad-647	96	20	for	for	ADP
aad-647	96	21	livestock	livestock	NOUN
aad-647	96	22	,	,	PUNCT
aad-647	96	23	0.73	0.73	NUM
aad-647	96	24	for	for	ADP
aad-647	96	25	row	row	NOUN
aad-647	96	26	crop	crop	NOUN
aad-647	96	27	;	;	PUNCT
aad-647	96	28	p	p	X
aad-647	96	29	<	<	X
aad-647	96	30	0.001	0.001	NUM
aad-647	96	31	)	)	PUNCT
aad-647	96	32	.	.	PUNCT
aad-647	97	1	these	these	DET
aad-647	97	2	results	result	NOUN
aad-647	97	3	indicate	indicate	VERB
aad-647	97	4	row	row	NOUN
aad-647	97	5	crop	crop	NOUN
aad-647	97	6	farmers	farmer	NOUN
aad-647	97	7	are	be	AUX
aad-647	97	8	more	more	ADV
aad-647	97	9	innovative	innovative	ADJ
aad-647	97	10	and	and	CCONJ
aad-647	97	11	more	more	ADV
aad-647	97	12	readily	readily	ADV
aad-647	97	13	adopt	adopt	VERB
aad-647	97	14	new	new	ADJ
aad-647	97	15	technologies	technology	NOUN
aad-647	97	16	,	,	PUNCT
aad-647	97	17	aligning	align	VERB
aad-647	97	18	with	with	ADP
aad-647	97	19	their	their	PRON
aad-647	97	20	larger	large	ADJ
aad-647	97	21	,	,	PUNCT
aad-647	97	22	more	more	ADJ
aad-647	97	23	commercial	commercial	ADJ
aad-647	97	24	operations	operation	NOUN
aad-647	97	25	,	,	PUNCT
aad-647	97	26	while	while	SCONJ
aad-647	97	27	livestock	livestock	NOUN
aad-647	97	28	farmers	farmer	NOUN
aad-647	97	29	are	be	AUX
aad-647	97	30	more	more	ADV
aad-647	97	31	cautious	cautious	ADJ
aad-647	97	32	,	,	PUNCT
aad-647	97	33	reflecting	reflect	VERB
aad-647	97	34	smaller	small	ADJ
aad-647	97	35	farms	farm	NOUN
aad-647	97	36	.	.	PUNCT
aad-647	98	1	influential	influential	ADJ
aad-647	98	2	factors	factor	NOUN
aad-647	98	3	on	on	ADP
aad-647	98	4	technology	technology	NOUN
aad-647	98	5	adoption	adoption	NOUN
aad-647	98	6	livestock	livestock	NOUN
aad-647	98	7	farmers	farmer	NOUN
aad-647	98	8	commonly	commonly	ADV
aad-647	98	9	held	hold	VERB
aad-647	98	10	bachelor	bachelor	NOUN
aad-647	98	11	’s	’s	PART
aad-647	98	12	degrees	degree	NOUN
aad-647	98	13	(	(	PUNCT
aad-647	98	14	39	39	NUM
aad-647	98	15	%	%	NOUN
aad-647	98	16	)	)	PUNCT
aad-647	98	17	,	,	PUNCT
aad-647	98	18	with	with	ADP
aad-647	98	19	the	the	DET
aad-647	98	20	early	early	ADJ
aad-647	98	21	majority	majority	NOUN
aad-647	98	22	having	have	VERB
aad-647	98	23	the	the	DET
aad-647	98	24	highest	high	ADJ
aad-647	98	25	education	education	NOUN
aad-647	98	26	levels	level	NOUN
aad-647	98	27	.	.	PUNCT
aad-647	99	1	their	their	PRON
aad-647	99	2	operations	operation	NOUN
aad-647	99	3	averaged	average	VERB
aad-647	99	4	50–100	50–100	PROPN
aad-647	99	5	head	head	NOUN
aad-647	99	6	of	of	ADP
aad-647	99	7	cattle	cattle	NOUN
aad-647	99	8	,	,	PUNCT
aad-647	99	9	with	with	ADP
aad-647	99	10	laggards	laggard	NOUN
aad-647	99	11	managing	manage	VERB
aad-647	99	12	smaller	small	ADJ
aad-647	99	13	herds	herd	NOUN
aad-647	99	14	(	(	PUNCT
aad-647	99	15	25–50	25–50	NUM
aad-647	99	16	head	head	NOUN
aad-647	99	17	)	)	PUNCT
aad-647	99	18	.	.	PUNCT
aad-647	100	1	experience	experience	NOUN
aad-647	100	2	increased	increase	VERB
aad-647	100	3	from	from	ADP
aad-647	100	4	innovators	innovator	NOUN
aad-647	100	5	(	(	PUNCT
aad-647	100	6	10–15	10–15	NUM
aad-647	100	7	years	year	NOUN
aad-647	100	8	)	)	PUNCT
aad-647	100	9	to	to	ADP
aad-647	100	10	laggards	laggard	NOUN
aad-647	100	11	(	(	PUNCT
aad-647	100	12	20	20	NUM
aad-647	100	13	+	+	NUM
aad-647	100	14	years	year	NOUN
aad-647	100	15	)	)	PUNCT
aad-647	100	16	,	,	PUNCT
aad-647	100	17	with	with	ADP
aad-647	100	18	income	income	NOUN
aad-647	100	19	levels	level	NOUN
aad-647	100	20	typically	typically	ADV
aad-647	100	21	being	be	AUX
aad-647	100	22	below	below	ADP
aad-647	100	23	$	$	SYM
aad-647	100	24	50,000	50,000	NUM
aad-647	100	25	.	.	PUNCT
aad-647	101	1	row	row	NOUN
aad-647	101	2	crop	crop	NOUN
aad-647	101	3	farmers	farmer	NOUN
aad-647	101	4	reported	report	VERB
aad-647	101	5	higher	high	ADJ
aad-647	101	6	incomes	income	NOUN
aad-647	101	7	(	(	PUNCT
aad-647	101	8	28	28	NUM
aad-647	101	9	%	%	NOUN
aad-647	101	10	earned	earn	VERB
aad-647	101	11	>	>	PUNCT
aad-647	101	12	$	$	SYM
aad-647	101	13	1,000,000	1,000,000	NUM
aad-647	101	14	)	)	PUNCT
aad-647	101	15	and	and	CCONJ
aad-647	101	16	larger	large	ADJ
aad-647	101	17	operations	operation	NOUN
aad-647	101	18	(	(	PUNCT
aad-647	101	19	56	56	NUM
aad-647	101	20	%	%	NOUN
aad-647	101	21	with	with	ADP
aad-647	101	22	1,000	1,000	NUM
aad-647	101	23	–	–	PUNCT
aad-647	101	24	5,000	5,000	NUM
aad-647	101	25	acres	acre	NOUN
aad-647	101	26	)	)	PUNCT
aad-647	101	27	,	,	PUNCT
aad-647	101	28	with	with	ADP
aad-647	101	29	74	74	NUM
aad-647	101	30	%	%	NOUN
aad-647	101	31	farming	farming	NOUN
aad-647	101	32	20	20	NUM
aad-647	101	33	+	+	NUM
aad-647	101	34	years	year	NOUN
aad-647	101	35	.	.	PUNCT
aad-647	102	1	influential	influential	ADJ
aad-647	102	2	factors	factor	NOUN
aad-647	102	3	included	include	VERB
aad-647	102	4	economic	economic	ADJ
aad-647	102	5	benefits	benefit	NOUN
aad-647	102	6	,	,	PUNCT
aad-647	102	7	cost	cost	NOUN
aad-647	102	8	,	,	PUNCT
aad-647	102	9	compatibility	compatibility	NOUN
aad-647	102	10	,	,	PUNCT
aad-647	102	11	and	and	CCONJ
aad-647	102	12	peer	peer	NOUN
aad-647	102	13	influence	influence	NOUN
aad-647	102	14	.	.	PUNCT
aad-647	103	1	participants	participant	NOUN
aad-647	103	2	were	be	AUX
aad-647	103	3	asked	ask	VERB
aad-647	103	4	how	how	SCONJ
aad-647	103	5	influential	influential	ADJ
aad-647	103	6	each	each	PRON
aad-647	103	7	of	of	ADP
aad-647	103	8	these	these	DET
aad-647	103	9	factors	factor	NOUN
aad-647	103	10	were	be	AUX
aad-647	103	11	on	on	ADP
aad-647	103	12	their	their	PRON
aad-647	103	13	decision	decision	NOUN
aad-647	103	14	to	to	PART
aad-647	103	15	adopt	adopt	VERB
aad-647	103	16	new	new	ADJ
aad-647	103	17	technologies	technology	NOUN
aad-647	103	18	.	.	PUNCT
aad-647	104	1	economic	economic	ADJ
aad-647	104	2	benefits	benefit	NOUN
aad-647	104	3	(	(	PUNCT
aad-647	104	4	m	m	NOUN
aad-647	104	5	=	=	NOUN
aad-647	104	6	3.99	3.99	NUM
aad-647	104	7	;	;	PUNCT
aad-647	104	8	sd	sd	ADP
aad-647	104	9	=	=	SYM
aad-647	104	10	0.42	0.42	NUM
aad-647	104	11	for	for	ADP
aad-647	104	12	row	row	NOUN
aad-647	104	13	crop	crop	NOUN
aad-647	104	14	,	,	PUNCT
aad-647	104	15	m	m	VERB
aad-647	104	16	=	=	NOUN
aad-647	104	17	3.41	3.41	NUM
aad-647	104	18	;	;	PUNCT
aad-647	104	19	sd	sd	ADP
aad-647	104	20	=	=	SYM
aad-647	104	21	0.49	0.49	NUM
aad-647	104	22	for	for	ADP
aad-647	104	23	livestock	livestock	NOUN
aad-647	104	24	)	)	PUNCT
aad-647	104	25	and	and	CCONJ
aad-647	104	26	cost	cost	NOUN
aad-647	104	27	(	(	PUNCT
aad-647	104	28	m	m	PROPN
aad-647	104	29	=	=	SYM
aad-647	104	30	3.81	3.81	NUM
aad-647	104	31	,	,	PUNCT
aad-647	104	32	sd	sd	ADP
aad-647	104	33	=	=	SYM
aad-647	104	34	0.60	0.60	NUM
aad-647	104	35	;	;	PUNCT
aad-647	104	36	m	m	VERB
aad-647	104	37	=	=	NOUN
aad-647	104	38	3.47	3.47	NUM
aad-647	104	39	,	,	PUNCT
aad-647	104	40	sd	sd	ADP
aad-647	104	41	=	=	SYM
aad-647	104	42	0.52	0.52	NUM
aad-647	104	43	)	)	PUNCT
aad-647	104	44	were	be	AUX
aad-647	104	45	the	the	DET
aad-647	104	46	most	most	ADV
aad-647	104	47	influential	influential	ADJ
aad-647	104	48	factors	factor	NOUN
aad-647	104	49	,	,	PUNCT
aad-647	104	50	followed	follow	VERB
aad-647	104	51	by	by	ADP
aad-647	104	52	compatibility	compatibility	NOUN
aad-647	104	53	(	(	PUNCT
aad-647	104	54	m	m	NOUN
aad-647	104	55	=	=	NOUN
aad-647	104	56	3.74	3.74	NUM
aad-647	104	57	,	,	PUNCT
aad-647	104	58	sd	sd	ADP
aad-647	104	59	=	=	NOUN
aad-647	104	60	0.38	0.38	NUM
aad-647	104	61	;	;	PUNCT
aad-647	104	62	m	m	PROPN
aad-647	104	63	=	=	NOUN
aad-647	104	64	3.09	3.09	NUM
aad-647	104	65	,	,	PUNCT
aad-647	104	66	sd	sd	ADP
aad-647	104	67	=	=	SYM
aad-647	104	68	0.34	0.34	NUM
aad-647	104	69	)	)	PUNCT
aad-647	104	70	and	and	CCONJ
aad-647	104	71	peer	peer	NOUN
aad-647	104	72	influence	influence	NOUN
aad-647	104	73	(	(	PUNCT
aad-647	104	74	m	m	NOUN
aad-647	104	75	=	=	NOUN
aad-647	104	76	3.39	3.39	NUM
aad-647	104	77	;	;	PUNCT
aad-647	104	78	sd	sd	X
aad-647	104	79	=	=	SYM
aad-647	104	80	0.53	0.53	NUM
aad-647	104	81	;	;	PUNCT
aad-647	104	82	m	m	PROPN
aad-647	104	83	=	=	NOUN
aad-647	104	84	3.09	3.09	NUM
aad-647	104	85	,	,	PUNCT
aad-647	104	86	sd	sd	ADP
aad-647	104	87	=	=	NOUN
aad-647	104	88	0.33	0.33	NUM
aad-647	104	89	)	)	PUNCT
aad-647	104	90	.	.	PUNCT
aad-647	105	1	those	those	PRON
aad-647	105	2	with	with	ADP
aad-647	105	3	higher	high	ADJ
aad-647	105	4	education	education	NOUN
aad-647	105	5	,	,	PUNCT
aad-647	105	6	larger	large	ADJ
aad-647	105	7	operations	operation	NOUN
aad-647	105	8	,	,	PUNCT
aad-647	105	9	and	and	CCONJ
aad-647	105	10	higher	high	ADJ
aad-647	105	11	incomes	income	NOUN
aad-647	105	12	were	be	AUX
aad-647	105	13	more	more	ADV
aad-647	105	14	likely	likely	ADJ
aad-647	105	15	to	to	PART
aad-647	105	16	adopt	adopt	VERB
aad-647	105	17	new	new	ADJ
aad-647	105	18	technologies	technology	NOUN
aad-647	105	19	.	.	PUNCT
aad-647	106	1	farmers	farmer	NOUN
aad-647	106	2	with	with	ADP
aad-647	106	3	10–15	10–15	NUM
aad-647	106	4	years	year	NOUN
aad-647	106	5	’	'	PUNCT
aad-647	106	6	experience	experience	NOUN
aad-647	106	7	showed	show	VERB
aad-647	106	8	the	the	DET
aad-647	106	9	highest	high	ADJ
aad-647	106	10	adoption	adoption	NOUN
aad-647	106	11	rates	rate	NOUN
aad-647	106	12	,	,	PUNCT
aad-647	106	13	suggesting	suggest	VERB
aad-647	106	14	a	a	DET
aad-647	106	15	balance	balance	NOUN
aad-647	106	16	of	of	ADP
aad-647	106	17	experience	experience	NOUN
aad-647	106	18	and	and	CCONJ
aad-647	106	19	openness	openness	NOUN
aad-647	106	20	to	to	ADP
aad-647	106	21	innovation	innovation	NOUN
aad-647	106	22	.	.	PUNCT
aad-647	107	1	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	107	2	morris	morris	PROPN
aad-647	107	3	et	et	PROPN
aad-647	107	4	al	al	PROPN
aad-647	107	5	.	.	PUNCT
aad-647	107	6	advancements	advancement	NOUN
aad-647	107	7	in	in	ADP
aad-647	107	8	agricultural	agricultural	ADJ
aad-647	107	9	development	development	NOUN
aad-647	107	10	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	107	11	65	65	NUM
aad-647	107	12	predicting	predict	VERB
aad-647	107	13	adoption	adoption	NOUN
aad-647	107	14	decisions	decision	NOUN
aad-647	107	15	table	table	NOUN
aad-647	107	16	2	2	NUM
aad-647	107	17	summarizes	summarize	NOUN
aad-647	107	18	significant	significant	ADJ
aad-647	107	19	predictors	predictor	NOUN
aad-647	107	20	(	(	PUNCT
aad-647	107	21	p	p	X
aad-647	107	22	<	<	X
aad-647	107	23	0.05	0.05	NUM
aad-647	107	24	)	)	PUNCT
aad-647	107	25	and	and	CCONJ
aad-647	107	26	their	their	PRON
aad-647	107	27	odds	odd	NOUN
aad-647	107	28	ratios	ratio	NOUN
aad-647	107	29	(	(	PUNCT
aad-647	107	30	or	or	CCONJ
aad-647	107	31	)	)	PUNCT
aad-647	107	32	,	,	PUNCT
aad-647	107	33	indicating	indicate	VERB
aad-647	107	34	the	the	DET
aad-647	107	35	likelihood	likelihood	NOUN
aad-647	107	36	of	of	ADP
aad-647	107	37	adoption	adoption	NOUN
aad-647	107	38	per	per	ADP
aad-647	107	39	unit	unit	NOUN
aad-647	107	40	increase	increase	NOUN
aad-647	107	41	in	in	ADP
aad-647	107	42	the	the	DET
aad-647	107	43	predictor	predictor	NOUN
aad-647	107	44	.	.	PUNCT
aad-647	108	1	table	table	NOUN
aad-647	108	2	2	2	NUM
aad-647	108	3	significant	significant	ADJ
aad-647	108	4	predictors	predictor	NOUN
aad-647	108	5	of	of	ADP
aad-647	108	6	technology	technology	NOUN
aad-647	108	7	adoption	adoption	NOUN
aad-647	108	8	technology	technology	NOUN
aad-647	108	9	group	group	NOUN
aad-647	108	10	predictor	predictor	NOUN
aad-647	108	11	or	or	CCONJ
aad-647	108	12	p	p	ADJ
aad-647	108	13	-	-	PUNCT
aad-647	108	14	value	value	NOUN
aad-647	108	15	nagelkerke	nagelkerke	NOUN
aad-647	108	16	r²	r²	VERB
aad-647	108	17	artificial	artificial	ADJ
aad-647	108	18	insemination	insemination	NOUN
aad-647	108	19	livestock	livestock	NOUN
aad-647	108	20	operation	operation	NOUN
aad-647	108	21	size	size	NOUN
aad-647	108	22	(	(	PUNCT
aad-647	108	23	25–50	25–50	NUM
aad-647	108	24	head	head	NOUN
aad-647	108	25	)	)	PUNCT
aad-647	108	26	2.65	2.65	NUM
aad-647	108	27	0.03	0.03	NUM
aad-647	108	28	0.15	0.15	NUM
aad-647	108	29	operation	operation	NOUN
aad-647	108	30	size	size	NOUN
aad-647	108	31	(	(	PUNCT
aad-647	108	32	200	200	NUM
aad-647	108	33	+	+	CCONJ
aad-647	108	34	head	head	NOUN
aad-647	108	35	)	)	PUNCT
aad-647	108	36	4.05	4.05	NUM
aad-647	108	37	0.01	0.01	NUM
aad-647	108	38	adopter	adopter	ADJ
aad-647	108	39	cat	cat	NOUN
aad-647	108	40	.	.	PUNCT
aad-647	109	1	(	(	PUNCT
aad-647	109	2	em	em	PRON
aad-647	109	3	vs.	vs.	ADP
aad-647	109	4	laggards	laggard	NOUN
aad-647	109	5	)	)	PUNCT
aad-647	109	6	6.01	6.01	NUM
aad-647	109	7	<	<	NOUN
aad-647	109	8	0.001	0.001	NUM
aad-647	109	9	embryonic	embryonic	ADJ
aad-647	109	10	transfer	transfer	NOUN
aad-647	109	11	livestock	livestock	NOUN
aad-647	109	12	education	education	NOUN
aad-647	109	13	(	(	PUNCT
aad-647	109	14	ms	ms	PROPN
aad-647	109	15	vs.	vs.	ADP
aad-647	109	16	hs	hs	PROPN
aad-647	109	17	diploma	diploma	PROPN
aad-647	109	18	)	)	PUNCT
aad-647	109	19	2.65	2.65	NUM
aad-647	109	20	0.01	0.01	NUM
aad-647	109	21	0.15	0.15	NUM
aad-647	109	22	operation	operation	NOUN
aad-647	109	23	size	size	NOUN
aad-647	109	24	(	(	PUNCT
aad-647	109	25	200	200	NUM
aad-647	109	26	+	+	CCONJ
aad-647	109	27	head	head	NOUN
aad-647	109	28	)	)	PUNCT
aad-647	109	29	5.39	5.39	NUM
aad-647	109	30	0.01	0.01	NUM
aad-647	109	31	adopter	adopter	ADJ
aad-647	109	32	cat	cat	NOUN
aad-647	109	33	.	.	PUNCT
aad-647	110	1	(	(	PUNCT
aad-647	110	2	em	em	PRON
aad-647	110	3	vs.	vs.	ADP
aad-647	110	4	laggards	laggard	NOUN
aad-647	110	5	)	)	PUNCT
aad-647	110	6	3.27	3.27	NUM
aad-647	110	7	0.02	0.02	NUM
aad-647	110	8	forages	forage	NOUN
aad-647	110	9	livestock	livestock	NOUN
aad-647	110	10	adopter	adopter	ADJ
aad-647	110	11	cat	cat	NOUN
aad-647	110	12	.	.	PUNCT
aad-647	111	1	(	(	PUNCT
aad-647	111	2	em	em	PRON
aad-647	111	3	vs.	vs.	ADP
aad-647	111	4	laggards	laggard	NOUN
aad-647	111	5	)	)	PUNCT
aad-647	111	6	3.32	3.32	NUM
aad-647	111	7	0.05	0.05	NUM
aad-647	111	8	0.09	0.09	NUM
aad-647	111	9	years	year	NOUN
aad-647	111	10	farming	farming	NOUN
aad-647	111	11	(	(	PUNCT
aad-647	111	12	5–10	5–10	PROPN
aad-647	111	13	vs.	vs.	ADP
aad-647	111	14	1–5	1–5	NUM
aad-647	111	15	years	year	NOUN
aad-647	111	16	)	)	PUNCT
aad-647	111	17	8.62	8.62	NUM
aad-647	111	18	0.05	0.05	NUM
aad-647	111	19	gis	gis	PROPN
aad-647	111	20	technologies	technology	NOUN
aad-647	111	21	livestock	livestock	NOUN
aad-647	111	22	compatibility	compatibility	NOUN
aad-647	111	23	2.17	2.17	NUM
aad-647	111	24	0.01	0.01	NUM
aad-647	111	25	0.02	0.02	NUM
aad-647	111	26	medications	medication	NOUN
aad-647	111	27	livestock	livestock	NOUN
aad-647	111	28	years	year	NOUN
aad-647	111	29	farming	farming	NOUN
aad-647	111	30	(	(	PUNCT
aad-647	111	31	20	20	NUM
aad-647	111	32	+	+	CCONJ
aad-647	111	33	vs.	vs.	X
aad-647	111	34	<	<	X
aad-647	111	35	5	5	NUM
aad-647	111	36	years	year	NOUN
aad-647	111	37	)	)	PUNCT
aad-647	111	38	5.21	5.21	NUM
aad-647	111	39	0.03	0.03	NUM
aad-647	111	40	0.10	0.10	NUM
aad-647	111	41	sexed	sex	VERB
aad-647	111	42	semen	semen	NOUN
aad-647	111	43	livestock	livestock	NOUN
aad-647	111	44	operation	operation	NOUN
aad-647	111	45	size	size	NOUN
aad-647	111	46	(	(	PUNCT
aad-647	111	47	100–200	100–200	NUM
aad-647	111	48	head	head	NOUN
aad-647	111	49	)	)	PUNCT
aad-647	111	50	3.45	3.45	NUM
aad-647	111	51	0.01	0.01	NUM
aad-647	111	52	0.11	0.11	NUM
aad-647	111	53	adopter	adopter	ADJ
aad-647	111	54	cat	cat	NOUN
aad-647	111	55	.	.	PUNCT
aad-647	112	1	(	(	PUNCT
aad-647	112	2	em	em	PRON
aad-647	112	3	vs.	vs.	ADP
aad-647	112	4	laggards	laggard	NOUN
aad-647	112	5	)	)	PUNCT
aad-647	112	6	4.40	4.40	NUM
aad-647	112	7	0.01	0.01	NUM
aad-647	112	8	smartphone	smartphone	NOUN
aad-647	112	9	apps	app	NOUN
aad-647	112	10	livestock	livestock	VERB
aad-647	112	11	annual	annual	ADJ
aad-647	112	12	income	income	NOUN
aad-647	112	13	(	(	PUNCT
aad-647	112	14	>	>	SYM
aad-647	112	15	$	$	SYM
aad-647	112	16	250,000	250,000	NUM
aad-647	112	17	vs.	vs.	ADP
aad-647	112	18	<	<	X
aad-647	112	19	$	$	SYM
aad-647	112	20	50,000	50,000	NUM
aad-647	112	21	)	)	PUNCT
aad-647	112	22	7.81	7.81	NUM
aad-647	112	23	0.05	0.05	NUM
aad-647	112	24	0.13	0.13	NUM
aad-647	112	25	adopter	adopter	ADJ
aad-647	112	26	cat	cat	NOUN
aad-647	112	27	.	.	PUNCT
aad-647	113	1	(	(	PUNCT
aad-647	113	2	ea	ea	X
aad-647	113	3	vs.	vs.	ADP
aad-647	113	4	laggards	laggard	NOUN
aad-647	113	5	)	)	PUNCT
aad-647	113	6	3.58	3.58	NUM
aad-647	113	7	0.02	0.02	NUM
aad-647	113	8	biologicals	biological	NOUN
aad-647	113	9	row	row	NOUN
aad-647	113	10	crop	crop	NOUN
aad-647	113	11	innovativeness	innovativeness	NOUN
aad-647	113	12	20.04	20.04	NUM
aad-647	113	13	0.03	0.03	NUM
aad-647	113	14	0.75	0.75	NUM
aad-647	113	15	education	education	NOUN
aad-647	113	16	(	(	PUNCT
aad-647	113	17	ms	ms	PROPN
aad-647	113	18	vs.	vs.	ADP
aad-647	113	19	hs	hs	PROPN
aad-647	113	20	diploma	diploma	PROPN
aad-647	113	21	)	)	PUNCT
aad-647	113	22	9.86	9.86	NUM
aad-647	113	23	0.03	0.03	NUM
aad-647	113	24	adopter	adopter	ADJ
aad-647	113	25	cat	cat	NOUN
aad-647	113	26	.	.	PUNCT
aad-647	114	1	(	(	PUNCT
aad-647	114	2	innovators	innovator	NOUN
aad-647	114	3	vs.	vs.	ADP
aad-647	114	4	laggards	laggard	NOUN
aad-647	114	5	)	)	PUNCT
aad-647	114	6	23.45	23.45	NUM
aad-647	114	7	0.00	0.00	NUM
aad-647	114	8	peer	peer	NOUN
aad-647	114	9	influence	influence	NOUN
aad-647	114	10	0.41	0.41	NUM
aad-647	114	11	0.01	0.01	NUM
aad-647	114	12	cover	cover	NOUN
aad-647	114	13	crops	crop	NOUN
aad-647	114	14	row	row	NOUN
aad-647	114	15	crop	crop	NOUN
aad-647	114	16	cost	cost	VERB
aad-647	114	17	0.17	0.17	NUM
aad-647	114	18	0.05	0.05	NUM
aad-647	114	19	0.00	0.00	NUM
aad-647	114	20	data	datum	NOUN
aad-647	114	21	management	management	NOUN
aad-647	114	22	row	row	NOUN
aad-647	114	23	crop	crop	NOUN
aad-647	114	24	adopter	adopter	NOUN
aad-647	114	25	cat	cat	NOUN
aad-647	114	26	.	.	PUNCT
aad-647	115	1	(	(	PUNCT
aad-647	115	2	ea	ea	X
aad-647	115	3	vs.	vs.	ADP
aad-647	115	4	laggards	laggard	NOUN
aad-647	115	5	)	)	PUNCT
aad-647	115	6	27.48	27.48	NUM
aad-647	115	7	0.03	0.03	NUM
aad-647	115	8	0.52	0.52	NUM
aad-647	115	9	gis	gis	PROPN
aad-647	115	10	technologies	technology	NOUN
aad-647	115	11	row	row	NOUN
aad-647	115	12	crop	crop	NOUN
aad-647	115	13	operation	operation	NOUN
aad-647	115	14	size	size	NOUN
aad-647	115	15	(	(	PUNCT
aad-647	115	16	1,000–5,000	1,000–5,000	NUM
aad-647	115	17	acres	acre	NOUN
aad-647	115	18	)	)	PUNCT
aad-647	115	19	16.50	16.50	NUM
aad-647	115	20	0.04	0.04	NUM
aad-647	115	21	0.12	0.12	NUM
aad-647	115	22	note	note	NOUN
aad-647	115	23	.	.	PUNCT
aad-647	116	1	odds	odd	NOUN
aad-647	116	2	ratio	ratio	NOUN
aad-647	116	3	(	(	PUNCT
aad-647	116	4	or	or	CCONJ
aad-647	116	5	)	)	PUNCT
aad-647	116	6	>	>	X
aad-647	116	7	1	1	NUM
aad-647	116	8	indicates	indicate	VERB
aad-647	116	9	increased	increase	VERB
aad-647	116	10	adoption	adoption	NOUN
aad-647	116	11	likelihood	likelihood	NOUN
aad-647	116	12	;	;	PUNCT
aad-647	116	13	or	or	CCONJ
aad-647	116	14	<	<	X
aad-647	116	15	1	1	NUM
aad-647	116	16	indicates	indicate	VERB
aad-647	116	17	decreased	decrease	VERB
aad-647	116	18	likelihood	likelihood	NOUN
aad-647	116	19	.	.	PUNCT
aad-647	117	1	nagelkerke	nagelkerke	NOUN
aad-647	117	2	r²	r²	NOUN
aad-647	117	3	reflects	reflect	VERB
aad-647	117	4	model	model	NOUN
aad-647	117	5	explanatory	explanatory	ADJ
aad-647	117	6	power	power	NOUN
aad-647	117	7	;	;	PUNCT
aad-647	117	8	0.4	0.4	NUM
aad-647	117	9	or	or	CCONJ
aad-647	117	10	higher	high	ADJ
aad-647	117	11	suggest	suggest	VERB
aad-647	117	12	a	a	DET
aad-647	117	13	strong	strong	ADJ
aad-647	117	14	relationship	relationship	NOUN
aad-647	117	15	.	.	PUNCT
aad-647	118	1	for	for	ADP
aad-647	118	2	livestock	livestock	NOUN
aad-647	118	3	technologies	technology	NOUN
aad-647	118	4	,	,	PUNCT
aad-647	118	5	larger	large	ADJ
aad-647	118	6	operations	operation	NOUN
aad-647	118	7	are	be	AUX
aad-647	118	8	more	more	ADV
aad-647	118	9	likely	likely	ADJ
aad-647	118	10	to	to	PART
aad-647	118	11	adopt	adopt	VERB
aad-647	118	12	artificial	artificial	ADJ
aad-647	118	13	insemination	insemination	NOUN
aad-647	118	14	(	(	PUNCT
aad-647	118	15	or	or	CCONJ
aad-647	118	16	=	=	SYM
aad-647	118	17	2.65	2.65	NUM
aad-647	118	18	-	-	NUM
aad-647	118	19	4.05	4.05	NUM
aad-647	118	20	)	)	PUNCT
aad-647	118	21	,	,	PUNCT
aad-647	118	22	embryonic	embryonic	ADJ
aad-647	118	23	transfer	transfer	NOUN
aad-647	118	24	(	(	PUNCT
aad-647	118	25	or	or	CCONJ
aad-647	118	26	=	=	SYM
aad-647	118	27	5.39	5.39	NUM
aad-647	118	28	)	)	PUNCT
aad-647	118	29	,	,	PUNCT
aad-647	118	30	and	and	CCONJ
aad-647	118	31	sexed	sex	VERB
aad-647	118	32	semen	semen	NOUN
aad-647	118	33	(	(	PUNCT
aad-647	118	34	or	or	CCONJ
aad-647	118	35	=	=	SYM
aad-647	118	36	3.45	3.45	NUM
aad-647	118	37	,	,	PUNCT
aad-647	118	38	reflecting	reflect	VERB
aad-647	118	39	economies	economy	NOUN
aad-647	118	40	of	of	ADP
aad-647	118	41	scale	scale	NOUN
aad-647	118	42	.	.	PUNCT
aad-647	119	1	early	early	ADJ
aad-647	119	2	majority	majority	NOUN
aad-647	119	3	farmers	farmer	NOUN
aad-647	119	4	were	be	AUX
aad-647	119	5	more	more	ADV
aad-647	119	6	likely	likely	ADJ
aad-647	119	7	to	to	PART
aad-647	119	8	adopt	adopt	VERB
aad-647	119	9	artificial	artificial	ADJ
aad-647	119	10	insemination	insemination	NOUN
aad-647	119	11	(	(	PUNCT
aad-647	119	12	or	or	CCONJ
aad-647	119	13	=	=	SYM
aad-647	119	14	6.01	6.01	NUM
aad-647	119	15	)	)	PUNCT
aad-647	119	16	,	,	PUNCT
aad-647	119	17	embryonic	embryonic	ADJ
aad-647	119	18	transfer	transfer	NOUN
aad-647	119	19	(	(	PUNCT
aad-647	119	20	or	or	CCONJ
aad-647	119	21	=	=	SYM
aad-647	119	22	3.27	3.27	NUM
aad-647	119	23	)	)	PUNCT
aad-647	119	24	,	,	PUNCT
aad-647	119	25	forage	forage	NOUN
aad-647	119	26	innovations	innovation	NOUN
aad-647	119	27	(	(	PUNCT
aad-647	119	28	or	or	CCONJ
aad-647	119	29	=	=	SYM
aad-647	119	30	3.32	3.32	NUM
aad-647	119	31	)	)	PUNCT
aad-647	119	32	,	,	PUNCT
aad-647	119	33	and	and	CCONJ
aad-647	119	34	sexed	sex	VERB
aad-647	119	35	semen	semen	NOUN
aad-647	119	36	(	(	PUNCT
aad-647	119	37	or	or	CCONJ
aad-647	119	38	=	=	SYM
aad-647	119	39	4.40	4.40	NUM
aad-647	119	40	)	)	PUNCT
aad-647	119	41	compared	compare	VERB
aad-647	119	42	to	to	ADP
aad-647	119	43	laggards	laggard	NOUN
aad-647	119	44	,	,	PUNCT
aad-647	119	45	indicating	indicate	VERB
aad-647	119	46	faster	fast	ADJ
aad-647	119	47	adoption	adoption	NOUN
aad-647	119	48	among	among	ADP
aad-647	119	49	moderately	moderately	ADV
aad-647	119	50	innovative	innovative	ADJ
aad-647	119	51	farmers	farmer	NOUN
aad-647	119	52	.	.	PUNCT
aad-647	120	1	years	year	NOUN
aad-647	120	2	of	of	ADP
aad-647	120	3	farming	farming	NOUN
aad-647	120	4	experience	experience	NOUN
aad-647	120	5	(	(	PUNCT
aad-647	120	6	20	20	NUM
aad-647	120	7	+	+	NUM
aad-647	120	8	years	year	NOUN
aad-647	120	9	,	,	PUNCT
aad-647	120	10	or	or	CCONJ
aad-647	120	11	=	=	SYM
aad-647	120	12	5.21	5.21	NUM
aad-647	120	13	)	)	PUNCT
aad-647	120	14	predicted	predict	VERB
aad-647	120	15	medication	medication	NOUN
aad-647	120	16	use	use	NOUN
aad-647	120	17	,	,	PUNCT
aad-647	120	18	likely	likely	ADJ
aad-647	120	19	due	due	ADJ
aad-647	120	20	to	to	ADP
aad-647	120	21	established	establish	VERB
aad-647	120	22	practices	practice	NOUN
aad-647	120	23	.	.	PUNCT
aad-647	121	1	compatibility	compatibility	NOUN
aad-647	121	2	(	(	PUNCT
aad-647	121	3	or	or	CCONJ
aad-647	121	4	=	=	SYM
aad-647	121	5	2.17	2.17	NUM
aad-647	121	6	)	)	PUNCT
aad-647	121	7	was	be	AUX
aad-647	121	8	key	key	ADJ
aad-647	121	9	for	for	ADP
aad-647	121	10	gis	gis	PROPN
aad-647	121	11	technologies	technology	NOUN
aad-647	121	12	,	,	PUNCT
aad-647	121	13	emphasizing	emphasize	VERB
aad-647	121	14	integration	integration	NOUN
aad-647	121	15	with	with	ADP
aad-647	121	16	existing	exist	VERB
aad-647	121	17	systems	system	NOUN
aad-647	121	18	.	.	PUNCT
aad-647	122	1	for	for	ADP
aad-647	122	2	row	row	NOUN
aad-647	122	3	crop	crop	NOUN
aad-647	122	4	technologies	technology	NOUN
aad-647	122	5	,	,	PUNCT
aad-647	122	6	innovativeness	innovativeness	NOUN
aad-647	122	7	(	(	PUNCT
aad-647	122	8	or	or	CCONJ
aad-647	122	9	=	=	SYM
aad-647	122	10	20.04	20.04	NUM
aad-647	122	11	)	)	PUNCT
aad-647	122	12	and	and	CCONJ
aad-647	122	13	master’s	master’s	NOUN
aad-647	122	14	-	-	PUNCT
aad-647	122	15	level	level	NOUN
aad-647	122	16	education	education	NOUN
aad-647	122	17	(	(	PUNCT
aad-647	122	18	or	or	CCONJ
aad-647	122	19	=	=	SYM
aad-647	122	20	9.86	9.86	NUM
aad-647	122	21	)	)	PUNCT
aad-647	122	22	strongly	strongly	ADV
aad-647	122	23	predicted	predict	VERB
aad-647	122	24	biologicals	biological	NOUN
aad-647	122	25	adoption	adoption	NOUN
aad-647	122	26	,	,	PUNCT
aad-647	122	27	with	with	ADP
aad-647	122	28	innovators	innovator	NOUN
aad-647	122	29	(	(	PUNCT
aad-647	122	30	or	or	CCONJ
aad-647	122	31	=	=	SYM
aad-647	122	32	23.45	23.45	NUM
aad-647	122	33	)	)	PUNCT
aad-647	122	34	leading	lead	VERB
aad-647	122	35	,	,	PUNCT
aad-647	122	36	though	though	SCONJ
aad-647	122	37	peer	peer	NOUN
aad-647	122	38	influence	influence	NOUN
aad-647	122	39	reduced	reduce	VERB
aad-647	122	40	adoption	adoption	NOUN
aad-647	122	41	(	(	PUNCT
aad-647	122	42	or	or	CCONJ
aad-647	122	43	=	=	SYM
aad-647	122	44	0.41	0.41	NUM
aad-647	122	45	)	)	PUNCT
aad-647	122	46	,	,	PUNCT
aad-647	122	47	suggesting	suggest	VERB
aad-647	122	48	skepticism	skepticism	NOUN
aad-647	122	49	among	among	ADP
aad-647	122	50	peers	peer	NOUN
aad-647	122	51	.	.	PUNCT
aad-647	123	1	higher	high	ADJ
aad-647	123	2	costs	cost	NOUN
aad-647	123	3	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	123	4	morris	morris	PROPN
aad-647	123	5	et	et	PROPN
aad-647	123	6	al	al	PROPN
aad-647	123	7	.	.	PUNCT
aad-647	123	8	advancements	advancement	NOUN
aad-647	123	9	in	in	ADP
aad-647	123	10	agricultural	agricultural	ADJ
aad-647	123	11	development	development	NOUN
aad-647	123	12	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	123	13	66	66	NUM
aad-647	123	14	decreased	decrease	VERB
aad-647	123	15	cover	cover	NOUN
aad-647	123	16	crop	crop	NOUN
aad-647	123	17	adoption	adoption	NOUN
aad-647	123	18	(	(	PUNCT
aad-647	123	19	or	or	CCONJ
aad-647	123	20	=	=	SYM
aad-647	123	21	0.17	0.17	NUM
aad-647	123	22	)	)	PUNCT
aad-647	123	23	,	,	PUNCT
aad-647	123	24	highlighting	highlight	VERB
aad-647	123	25	economic	economic	ADJ
aad-647	123	26	barriers	barrier	NOUN
aad-647	123	27	.	.	PUNCT
aad-647	124	1	early	early	ADJ
aad-647	124	2	adopters	adopter	NOUN
aad-647	124	3	(	(	PUNCT
aad-647	124	4	or	or	CCONJ
aad-647	124	5	=	=	SYM
aad-647	124	6	27.48	27.48	NUM
aad-647	124	7	)	)	PUNCT
aad-647	124	8	drove	drive	VERB
aad-647	124	9	data	data	NOUN
aad-647	124	10	management	management	NOUN
aad-647	124	11	adoption	adoption	NOUN
aad-647	124	12	,	,	PUNCT
aad-647	124	13	reflecting	reflect	VERB
aad-647	124	14	their	their	PRON
aad-647	124	15	tech	tech	NOUN
aad-647	124	16	-	-	PUNCT
aad-647	124	17	savvy	savvy	ADJ
aad-647	124	18	nature	nature	NOUN
aad-647	124	19	.	.	PUNCT
aad-647	125	1	larger	large	ADJ
aad-647	125	2	operations	operation	NOUN
aad-647	125	3	(	(	PUNCT
aad-647	125	4	or	or	CCONJ
aad-647	125	5	=	=	SYM
aad-647	125	6	16.50	16.50	NUM
aad-647	125	7	)	)	PUNCT
aad-647	125	8	readily	readily	ADV
aad-647	125	9	adopted	adopt	VERB
aad-647	125	10	gis	gis	NOUN
aad-647	125	11	technology	technology	NOUN
aad-647	125	12	,	,	PUNCT
aad-647	125	13	aligning	align	VERB
aad-647	125	14	with	with	ADP
aad-647	125	15	precision	precision	NOUN
aad-647	125	16	farming	farming	NOUN
aad-647	125	17	needs	need	NOUN
aad-647	125	18	.	.	PUNCT
aad-647	126	1	for	for	ADP
aad-647	126	2	technologies	technology	NOUN
aad-647	126	3	with	with	ADP
aad-647	126	4	multicollinearity	multicollinearity	NOUN
aad-647	126	5	(	(	PUNCT
aad-647	126	6	fertility	fertility	NOUN
aad-647	126	7	,	,	PUNCT
aad-647	126	8	pesticides	pesticide	NOUN
aad-647	126	9	,	,	PUNCT
aad-647	126	10	pats	pat	NOUN
aad-647	126	11	,	,	PUNCT
aad-647	126	12	seed	seed	NOUN
aad-647	126	13	genetic	genetic	ADJ
aad-647	126	14	traits	trait	NOUN
aad-647	126	15	,	,	PUNCT
aad-647	126	16	smartphone	smartphone	NOUN
aad-647	126	17	apps	app	NOUN
aad-647	126	18	,	,	PUNCT
aad-647	126	19	tillage	tillage	NOUN
aad-647	126	20	innovations	innovation	NOUN
aad-647	126	21	)	)	PUNCT
aad-647	126	22	,	,	PUNCT
aad-647	126	23	principal	principal	ADJ
aad-647	126	24	components	component	NOUN
aad-647	126	25	(	(	PUNCT
aad-647	126	26	pc1	pc1	NOUN
aad-647	126	27	:	:	PUNCT
aad-647	126	28	cost	cost	NOUN
aad-647	126	29	/	/	SYM
aad-647	126	30	economics	economic	NOUN
aad-647	126	31	;	;	PUNCT
aad-647	126	32	pc2	pc2	NOUN
aad-647	126	33	:	:	PUNCT
aad-647	126	34	compatibility	compatibility	NOUN
aad-647	126	35	/	/	SYM
aad-647	126	36	operation	operation	NOUN
aad-647	126	37	size	size	NOUN
aad-647	126	38	/	/	SYM
aad-647	126	39	income	income	NOUN
aad-647	126	40	)	)	PUNCT
aad-647	126	41	were	be	AUX
aad-647	126	42	used	use	VERB
aad-647	126	43	.	.	PUNCT
aad-647	127	1	pc2	pc2	PROPN
aad-647	127	2	significantly	significantly	ADV
aad-647	127	3	predicted	predict	VERB
aad-647	127	4	pesticide	pesticide	NOUN
aad-647	127	5	(	(	PUNCT
aad-647	127	6	or	or	CCONJ
aad-647	127	7	=	=	SYM
aad-647	127	8	4.16	4.16	NUM
aad-647	127	9	)	)	PUNCT
aad-647	127	10	and	and	CCONJ
aad-647	127	11	smartphone	smartphone	PROPN
aad-647	127	12	app	app	NOUN
aad-647	127	13	(	(	PUNCT
aad-647	127	14	or	or	CCONJ
aad-647	127	15	=	=	SYM
aad-647	127	16	3.85	3.85	NUM
aad-647	127	17	)	)	PUNCT
aad-647	127	18	adoption	adoption	NOUN
aad-647	127	19	,	,	PUNCT
aad-647	127	20	indicating	indicate	VERB
aad-647	127	21	combined	combined	ADJ
aad-647	127	22	influence	influence	NOUN
aad-647	127	23	of	of	ADP
aad-647	127	24	farm	farm	NOUN
aad-647	127	25	scale	scale	NOUN
aad-647	127	26	and	and	CCONJ
aad-647	127	27	compatibility	compatibility	NOUN
aad-647	127	28	.	.	PUNCT
aad-647	128	1	models	model	NOUN
aad-647	128	2	showed	show	VERB
aad-647	128	3	strong	strong	ADJ
aad-647	128	4	explanatory	explanatory	ADJ
aad-647	128	5	power	power	NOUN
aad-647	128	6	(	(	PUNCT
aad-647	128	7	nagelkerke	nagelkerke	NOUN
aad-647	128	8	r	r	NOUN
aad-647	128	9	square	square	NOUN
aad-647	128	10	=	=	SYM
aad-647	128	11	0.08–0.75	0.08–0.75	NUM
aad-647	128	12	)	)	PUNCT
aad-647	128	13	and	and	CCONJ
aad-647	128	14	good	good	ADJ
aad-647	128	15	fit	fit	ADJ
aad-647	128	16	(	(	PUNCT
aad-647	128	17	hosmer	hosmer	NOUN
aad-647	128	18	-	-	PUNCT
aad-647	128	19	lemeshow	lemeshow	NOUN
aad-647	128	20	p	p	X
aad-647	128	21	>	>	X
aad-647	128	22	0.05	0.05	NUM
aad-647	128	23	,	,	PUNCT
aad-647	128	24	except	except	SCONJ
aad-647	128	25	gis	gis	NOUN
aad-647	128	26	livestock	livestock	NOUN
aad-647	128	27	,	,	PUNCT
aad-647	128	28	p	p	X
aad-647	128	29	=	=	NOUN
aad-647	128	30	0.00	0.00	NUM
aad-647	128	31	)	)	PUNCT
aad-647	128	32	.	.	PUNCT
aad-647	129	1	seed	seed	NOUN
aad-647	129	2	genetic	genetic	ADJ
aad-647	129	3	traits	trait	NOUN
aad-647	129	4	results	result	NOUN
aad-647	129	5	were	be	AUX
aad-647	129	6	inconclusive	inconclusive	ADJ
aad-647	129	7	due	due	ADP
aad-647	129	8	to	to	ADP
aad-647	129	9	low	low	ADJ
aad-647	129	10	variability	variability	NOUN
aad-647	129	11	.	.	PUNCT
aad-647	130	1	comprehensive	comprehensive	ADJ
aad-647	130	2	adoption	adoption	NOUN
aad-647	130	3	model	model	VERB
aad-647	130	4	the	the	DET
aad-647	130	5	conceptual	conceptual	ADJ
aad-647	130	6	model	model	NOUN
aad-647	130	7	(	(	PUNCT
aad-647	130	8	see	see	VERB
aad-647	130	9	figure	figure	NOUN
aad-647	130	10	1	1	NUM
aad-647	130	11	)	)	PUNCT
aad-647	130	12	integrates	integrate	VERB
aad-647	130	13	significant	significant	ADJ
aad-647	130	14	findings	finding	NOUN
aad-647	130	15	and	and	CCONJ
aad-647	130	16	expands	expand	VERB
aad-647	130	17	current	current	ADJ
aad-647	130	18	understandings	understanding	NOUN
aad-647	130	19	.	.	PUNCT
aad-647	131	1	economic	economic	ADJ
aad-647	131	2	benefits	benefit	NOUN
aad-647	131	3	consistently	consistently	ADV
aad-647	131	4	increased	increase	VERB
aad-647	131	5	adoption	adoption	NOUN
aad-647	131	6	,	,	PUNCT
aad-647	131	7	while	while	SCONJ
aad-647	131	8	cost	cost	NOUN
aad-647	131	9	and	and	CCONJ
aad-647	131	10	compatibility	compatibility	NOUN
aad-647	131	11	often	often	ADV
aad-647	131	12	reduced	reduce	VERB
aad-647	131	13	it	it	PRON
aad-647	131	14	.	.	PUNCT
aad-647	132	1	adopter	adopter	ADJ
aad-647	132	2	categories	category	NOUN
aad-647	132	3	,	,	PUNCT
aad-647	132	4	peer	peer	NOUN
aad-647	132	5	influence	influence	NOUN
aad-647	132	6	,	,	PUNCT
aad-647	132	7	operation	operation	NOUN
aad-647	132	8	size	size	NOUN
aad-647	132	9	,	,	PUNCT
aad-647	132	10	income	income	NOUN
aad-647	132	11	,	,	PUNCT
aad-647	132	12	education	education	NOUN
aad-647	132	13	,	,	PUNCT
aad-647	132	14	years	year	NOUN
aad-647	132	15	of	of	ADP
aad-647	132	16	experience	experience	NOUN
aad-647	132	17	,	,	PUNCT
aad-647	132	18	and	and	CCONJ
aad-647	132	19	innovativeness	innovativeness	NOUN
aad-647	132	20	had	have	VERB
aad-647	132	21	mixed	mixed	ADJ
aad-647	132	22	effects	effect	NOUN
aad-647	132	23	,	,	PUNCT
aad-647	132	24	varying	vary	VERB
aad-647	132	25	by	by	ADP
aad-647	132	26	technology	technology	NOUN
aad-647	132	27	.	.	PUNCT
aad-647	133	1	newer	new	ADJ
aad-647	133	2	technologies	technology	NOUN
aad-647	133	3	(	(	PUNCT
aad-647	133	4	e.g.	e.g.	ADV
aad-647	133	5	,	,	PUNCT
aad-647	133	6	biologicals	biological	NOUN
aad-647	133	7	)	)	PUNCT
aad-647	133	8	were	be	AUX
aad-647	133	9	favored	favor	VERB
aad-647	133	10	by	by	ADP
aad-647	133	11	innovators	innovator	NOUN
aad-647	133	12	/	/	SYM
aad-647	133	13	early	early	ADJ
aad-647	133	14	adopters	adopter	NOUN
aad-647	133	15	,	,	PUNCT
aad-647	133	16	while	while	SCONJ
aad-647	133	17	older	old	ADJ
aad-647	133	18	technologies	technology	NOUN
aad-647	133	19	(	(	PUNCT
aad-647	133	20	e.g.	e.g.	ADV
aad-647	133	21	,	,	PUNCT
aad-647	133	22	forage	forage	NOUN
aad-647	133	23	innovations	innovation	NOUN
aad-647	133	24	)	)	PUNCT
aad-647	133	25	were	be	AUX
aad-647	133	26	adopted	adopt	VERB
aad-647	133	27	by	by	ADP
aad-647	133	28	late	late	ADJ
aad-647	133	29	majority	majority	NOUN
aad-647	133	30	/	/	SYM
aad-647	133	31	laggards	laggard	NOUN
aad-647	133	32	.	.	PUNCT
aad-647	134	1	principal	principal	ADJ
aad-647	134	2	components	component	NOUN
aad-647	134	3	(	(	PUNCT
aad-647	134	4	pc1	pc1	PROPN
aad-647	134	5	,	,	PUNCT
aad-647	134	6	pc2	pc2	PROPN
aad-647	134	7	)	)	PUNCT
aad-647	134	8	confirmed	confirm	VERB
aad-647	134	9	the	the	DET
aad-647	134	10	combined	combined	ADJ
aad-647	134	11	influence	influence	NOUN
aad-647	134	12	of	of	ADP
aad-647	134	13	economic	economic	ADJ
aad-647	134	14	factors	factor	NOUN
aad-647	134	15	,	,	PUNCT
aad-647	134	16	compatibility	compatibility	NOUN
aad-647	134	17	,	,	PUNCT
aad-647	134	18	and	and	CCONJ
aad-647	134	19	operation	operation	NOUN
aad-647	134	20	size	size	NOUN
aad-647	134	21	.	.	PUNCT
aad-647	135	1	economic	economic	ADJ
aad-647	135	2	benefits	benefit	NOUN
aad-647	135	3	were	be	AUX
aad-647	135	4	the	the	DET
aad-647	135	5	only	only	ADJ
aad-647	135	6	factor	factor	NOUN
aad-647	135	7	that	that	PRON
aad-647	135	8	did	do	AUX
aad-647	135	9	not	not	PART
aad-647	135	10	negatively	negatively	ADV
aad-647	135	11	influence	influence	VERB
aad-647	135	12	the	the	DET
aad-647	135	13	adoption	adoption	NOUN
aad-647	135	14	of	of	ADP
aad-647	135	15	certain	certain	ADJ
aad-647	135	16	technologies	technology	NOUN
aad-647	135	17	.	.	PUNCT
aad-647	136	1	compatibility	compatibility	NOUN
aad-647	136	2	had	have	VERB
aad-647	136	3	mixed	mixed	ADJ
aad-647	136	4	effects	effect	NOUN
aad-647	136	5	across	across	ADP
aad-647	136	6	technologies	technology	NOUN
aad-647	136	7	,	,	PUNCT
aad-647	136	8	indicating	indicate	VERB
aad-647	136	9	that	that	SCONJ
aad-647	136	10	integration	integration	NOUN
aad-647	136	11	with	with	ADP
aad-647	136	12	existing	exist	VERB
aad-647	136	13	systems	system	NOUN
aad-647	136	14	can	can	AUX
aad-647	136	15	either	either	CCONJ
aad-647	136	16	facilitate	facilitate	VERB
aad-647	136	17	or	or	CCONJ
aad-647	136	18	hinder	hinder	VERB
aad-647	136	19	adoption	adoption	NOUN
aad-647	136	20	depending	depend	VERB
aad-647	136	21	on	on	ADP
aad-647	136	22	the	the	DET
aad-647	136	23	context	context	NOUN
aad-647	136	24	.	.	PUNCT
aad-647	137	1	cost	cost	NOUN
aad-647	137	2	had	have	VERB
aad-647	137	3	a	a	DET
aad-647	137	4	varying	vary	VERB
aad-647	137	5	impact	impact	NOUN
aad-647	137	6	on	on	ADP
aad-647	137	7	technology	technology	NOUN
aad-647	137	8	adoption	adoption	NOUN
aad-647	137	9	.	.	PUNCT
aad-647	138	1	this	this	DET
aad-647	138	2	finding	finding	NOUN
aad-647	138	3	is	be	AUX
aad-647	138	4	likely	likely	ADV
aad-647	138	5	caused	cause	VERB
aad-647	138	6	by	by	ADP
aad-647	138	7	differing	differ	VERB
aad-647	138	8	levels	level	NOUN
aad-647	138	9	of	of	ADP
aad-647	138	10	income	income	NOUN
aad-647	138	11	amounts	amount	NOUN
aad-647	138	12	for	for	ADP
aad-647	138	13	row	row	NOUN
aad-647	138	14	crop	crop	NOUN
aad-647	138	15	and	and	CCONJ
aad-647	138	16	livestock	livestock	NOUN
aad-647	138	17	farmer	farmer	NOUN
aad-647	138	18	subjects	subject	NOUN
aad-647	138	19	.	.	PUNCT
aad-647	139	1	this	this	PRON
aad-647	139	2	supports	support	VERB
aad-647	139	3	kinyangi	kinyangi	NOUN
aad-647	139	4	(	(	PUNCT
aad-647	139	5	2014	2014	NUM
aad-647	139	6	)	)	PUNCT
aad-647	139	7	who	who	PRON
aad-647	139	8	suggested	suggest	VERB
aad-647	139	9	the	the	DET
aad-647	139	10	influence	influence	NOUN
aad-647	139	11	of	of	ADP
aad-647	139	12	cost	cost	NOUN
aad-647	139	13	on	on	ADP
aad-647	139	14	technology	technology	NOUN
aad-647	139	15	adoption	adoption	NOUN
aad-647	139	16	is	be	AUX
aad-647	139	17	dependent	dependent	ADJ
aad-647	139	18	on	on	ADP
aad-647	139	19	whether	whether	SCONJ
aad-647	139	20	the	the	DET
aad-647	139	21	farmers	farmer	NOUN
aad-647	139	22	possess	possess	VERB
aad-647	139	23	the	the	DET
aad-647	139	24	required	require	VERB
aad-647	139	25	resources	resource	NOUN
aad-647	139	26	to	to	PART
aad-647	139	27	purchase	purchase	VERB
aad-647	139	28	the	the	DET
aad-647	139	29	technology	technology	NOUN
aad-647	139	30	.	.	PUNCT
aad-647	140	1	for	for	ADP
aad-647	140	2	newer	new	ADJ
aad-647	140	3	technologies	technology	NOUN
aad-647	140	4	,	,	PUNCT
aad-647	140	5	adopter	adopter	ADJ
aad-647	140	6	categories	category	NOUN
aad-647	140	7	positively	positively	ADV
aad-647	140	8	influenced	influence	VERB
aad-647	140	9	adoption	adoption	NOUN
aad-647	140	10	.	.	PUNCT
aad-647	141	1	however	however	ADV
aad-647	141	2	,	,	PUNCT
aad-647	141	3	when	when	SCONJ
aad-647	141	4	analyzing	analyze	VERB
aad-647	141	5	older	old	ADJ
aad-647	141	6	technologies	technology	NOUN
aad-647	141	7	,	,	PUNCT
aad-647	141	8	adopter	adopter	PROPN
aad-647	141	9	categories	category	NOUN
aad-647	141	10	had	have	VERB
aad-647	141	11	a	a	DET
aad-647	141	12	negative	negative	ADJ
aad-647	141	13	influence	influence	NOUN
aad-647	141	14	on	on	ADP
aad-647	141	15	adoption	adoption	NOUN
aad-647	141	16	.	.	PUNCT
aad-647	142	1	the	the	DET
aad-647	142	2	model	model	NOUN
aad-647	142	3	underscores	underscore	VERB
aad-647	142	4	that	that	SCONJ
aad-647	142	5	economic	economic	ADJ
aad-647	142	6	benefits	benefit	NOUN
aad-647	142	7	and	and	CCONJ
aad-647	142	8	farm	farm	NOUN
aad-647	142	9	scale	scale	NOUN
aad-647	142	10	drive	drive	NOUN
aad-647	142	11	adoption	adoption	NOUN
aad-647	142	12	,	,	PUNCT
aad-647	142	13	with	with	ADP
aad-647	142	14	adopter	adopter	ADJ
aad-647	142	15	categories	category	NOUN
aad-647	142	16	shaping	shape	VERB
aad-647	142	17	technologyspecific	technologyspecific	ADJ
aad-647	142	18	patterns	pattern	NOUN
aad-647	142	19	.	.	PUNCT
aad-647	143	1	economic	economic	ADJ
aad-647	143	2	benefits	benefit	NOUN
aad-647	143	3	and	and	CCONJ
aad-647	143	4	larger	large	ADJ
aad-647	143	5	operations	operation	NOUN
aad-647	143	6	consistently	consistently	ADV
aad-647	143	7	drove	drive	VERB
aad-647	143	8	adoption	adoption	NOUN
aad-647	143	9	,	,	PUNCT
aad-647	143	10	with	with	ADP
aad-647	143	11	adopter	adopter	ADJ
aad-647	143	12	categories	category	NOUN
aad-647	143	13	influencing	influence	VERB
aad-647	143	14	technology	technology	NOUN
aad-647	143	15	-	-	PUNCT
aad-647	143	16	specific	specific	ADJ
aad-647	143	17	outcomes	outcome	NOUN
aad-647	143	18	.	.	PUNCT
aad-647	144	1	these	these	DET
aad-647	144	2	findings	finding	NOUN
aad-647	144	3	provide	provide	VERB
aad-647	144	4	insights	insight	NOUN
aad-647	144	5	for	for	ADP
aad-647	144	6	targeting	target	VERB
aad-647	144	7	extension	extension	NOUN
aad-647	144	8	efforts	effort	NOUN
aad-647	144	9	to	to	PART
aad-647	144	10	enhance	enhance	VERB
aad-647	144	11	technology	technology	NOUN
aad-647	144	12	uptake	uptake	ADJ
aad-647	144	13	among	among	ADP
aad-647	144	14	tennessee	tennessee	PROPN
aad-647	144	15	farmers	farmer	NOUN
aad-647	144	16	.	.	PUNCT
aad-647	145	1	conclusions	conclusion	NOUN
aad-647	145	2	,	,	PUNCT
aad-647	145	3	discussion	discussion	NOUN
aad-647	145	4	,	,	PUNCT
aad-647	145	5	and	and	CCONJ
aad-647	145	6	recommendations	recommendation	NOUN
aad-647	145	7	using	use	VERB
aad-647	145	8	a	a	DET
aad-647	145	9	delphi	delphi	NOUN
aad-647	145	10	study	study	NOUN
aad-647	145	11	and	and	CCONJ
aad-647	145	12	survey	survey	NOUN
aad-647	145	13	research	research	NOUN
aad-647	145	14	,	,	PUNCT
aad-647	145	15	we	we	PRON
aad-647	145	16	examined	examine	VERB
aad-647	145	17	how	how	SCONJ
aad-647	145	18	farmers	farmer	NOUN
aad-647	145	19	prioritize	prioritize	VERB
aad-647	145	20	certain	certain	ADJ
aad-647	145	21	technologies	technology	NOUN
aad-647	145	22	and	and	CCONJ
aad-647	145	23	what	what	DET
aad-647	145	24	factors	factor	NOUN
aad-647	145	25	,	,	PUNCT
aad-647	145	26	such	such	ADJ
aad-647	145	27	as	as	ADP
aad-647	145	28	economic	economic	ADJ
aad-647	145	29	benefits	benefit	NOUN
aad-647	145	30	,	,	PUNCT
aad-647	145	31	costs	cost	NOUN
aad-647	145	32	,	,	PUNCT
aad-647	145	33	compatibility	compatibility	NOUN
aad-647	145	34	,	,	PUNCT
aad-647	145	35	and	and	CCONJ
aad-647	145	36	peer	peer	NOUN
aad-647	145	37	influence	influence	NOUN
aad-647	145	38	,	,	PUNCT
aad-647	145	39	impacted	impact	VERB
aad-647	145	40	their	their	PRON
aad-647	145	41	decisions	decision	NOUN
aad-647	145	42	.	.	PUNCT
aad-647	146	1	we	we	PRON
aad-647	146	2	found	find	VERB
aad-647	146	3	that	that	SCONJ
aad-647	146	4	the	the	DET
aad-647	146	5	adoption	adoption	NOUN
aad-647	146	6	of	of	ADP
aad-647	146	7	innovative	innovative	ADJ
aad-647	146	8	technologies	technology	NOUN
aad-647	146	9	is	be	AUX
aad-647	146	10	essential	essential	ADJ
aad-647	146	11	for	for	ADP
aad-647	146	12	improving	improve	VERB
aad-647	146	13	sustainability	sustainability	NOUN
aad-647	146	14	,	,	PUNCT
aad-647	146	15	reducing	reduce	VERB
aad-647	146	16	production	production	NOUN
aad-647	146	17	costs	cost	NOUN
aad-647	146	18	,	,	PUNCT
aad-647	146	19	and	and	CCONJ
aad-647	146	20	increasing	increase	VERB
aad-647	146	21	overall	overall	ADJ
aad-647	146	22	productivity	productivity	NOUN
aad-647	146	23	.	.	PUNCT
aad-647	147	1	we	we	PRON
aad-647	147	2	affirmed	affirm	VERB
aad-647	147	3	numerous	numerous	ADJ
aad-647	147	4	aspects	aspect	NOUN
aad-647	147	5	of	of	ADP
aad-647	147	6	rogers	roger	NOUN
aad-647	147	7	’	'	PUNCT
aad-647	147	8	(	(	PUNCT
aad-647	147	9	2003	2003	NUM
aad-647	147	10	)	)	PUNCT
aad-647	147	11	diffusion	diffusion	NOUN
aad-647	147	12	of	of	ADP
aad-647	147	13	innovations	innovation	NOUN
aad-647	147	14	theory	theory	NOUN
aad-647	147	15	.	.	PUNCT
aad-647	148	1	consistent	consistent	ADJ
aad-647	148	2	with	with	ADP
aad-647	148	3	rogers	roger	NOUN
aad-647	148	4	’	'	PUNCT
aad-647	148	5	adopter	adopter	PROPN
aad-647	148	6	classifications	classification	NOUN
aad-647	148	7	,	,	PUNCT
aad-647	148	8	our	our	PRON
aad-647	148	9	findings	finding	NOUN
aad-647	148	10	indicated	indicate	VERB
aad-647	148	11	that	that	SCONJ
aad-647	148	12	innovators	innovator	NOUN
aad-647	148	13	and	and	CCONJ
aad-647	148	14	early	early	ADJ
aad-647	148	15	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	148	16	morris	morris	PROPN
aad-647	148	17	et	et	PROPN
aad-647	148	18	al	al	PROPN
aad-647	148	19	.	.	PUNCT
aad-647	148	20	advancements	advancement	NOUN
aad-647	148	21	in	in	ADP
aad-647	148	22	agricultural	agricultural	ADJ
aad-647	148	23	development	development	NOUN
aad-647	148	24	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	148	25	67	67	NUM
aad-647	148	26	adopters	adopter	NOUN
aad-647	148	27	were	be	AUX
aad-647	148	28	significantly	significantly	ADV
aad-647	148	29	more	more	ADV
aad-647	148	30	likely	likely	ADJ
aad-647	148	31	to	to	PART
aad-647	148	32	adopt	adopt	VERB
aad-647	148	33	new	new	ADJ
aad-647	148	34	technologies	technology	NOUN
aad-647	148	35	than	than	ADP
aad-647	148	36	the	the	DET
aad-647	148	37	late	late	ADJ
aad-647	148	38	majority	majority	NOUN
aad-647	148	39	and	and	CCONJ
aad-647	148	40	laggards	laggard	NOUN
aad-647	148	41	.	.	PUNCT
aad-647	149	1	the	the	DET
aad-647	149	2	impact	impact	NOUN
aad-647	149	3	of	of	ADP
aad-647	149	4	peer	peer	NOUN
aad-647	149	5	influence	influence	NOUN
aad-647	149	6	alights	alight	VERB
aad-647	149	7	with	with	ADP
aad-647	149	8	the	the	DET
aad-647	149	9	theory	theory	NOUN
aad-647	149	10	of	of	ADP
aad-647	149	11	planned	plan	VERB
aad-647	149	12	behavior	behavior	NOUN
aad-647	149	13	’s	’s	PART
aad-647	149	14	subjective	subjective	ADJ
aad-647	149	15	norms	norm	NOUN
aad-647	149	16	,	,	PUNCT
aad-647	149	17	including	include	VERB
aad-647	149	18	perception	perception	NOUN
aad-647	149	19	of	of	ADP
aad-647	149	20	what	what	PRON
aad-647	149	21	fellow	fellow	ADJ
aad-647	149	22	farmers	farmer	NOUN
aad-647	149	23	value	value	NOUN
aad-647	149	24	can	can	AUX
aad-647	149	25	either	either	CCONJ
aad-647	149	26	accelerate	accelerate	VERB
aad-647	149	27	or	or	CCONJ
aad-647	149	28	hinder	hinder	VERB
aad-647	149	29	adoption	adoption	NOUN
aad-647	149	30	.	.	PUNCT
aad-647	150	1	the	the	DET
aad-647	150	2	mixed	mixed	ADJ
aad-647	150	3	effects	effect	NOUN
aad-647	150	4	of	of	ADP
aad-647	150	5	compatibility	compatibility	NOUN
aad-647	150	6	are	be	AUX
aad-647	150	7	consistent	consistent	ADJ
aad-647	150	8	with	with	ADP
aad-647	150	9	the	the	DET
aad-647	150	10	perceived	perceive	VERB
aad-647	150	11	behavioral	behavioral	ADJ
aad-647	150	12	control	control	NOUN
aad-647	150	13	since	since	SCONJ
aad-647	150	14	certain	certain	ADJ
aad-647	150	15	technologies	technology	NOUN
aad-647	150	16	are	be	AUX
aad-647	150	17	perceived	perceive	VERB
aad-647	150	18	to	to	PART
aad-647	150	19	be	be	AUX
aad-647	150	20	easier	easy	ADJ
aad-647	150	21	to	to	PART
aad-647	150	22	integrate	integrate	VERB
aad-647	150	23	and	and	CCONJ
aad-647	150	24	thus	thus	ADV
aad-647	150	25	more	more	ADV
aad-647	150	26	readily	readily	ADV
aad-647	150	27	adopted	adopt	VERB
aad-647	150	28	.	.	PUNCT
aad-647	151	1	the	the	DET
aad-647	151	2	theory	theory	NOUN
aad-647	151	3	of	of	ADP
aad-647	151	4	rational	rational	ADJ
aad-647	151	5	choice	choice	NOUN
aad-647	151	6	(	(	PUNCT
aad-647	151	7	smith	smith	PROPN
aad-647	151	8	,	,	PUNCT
aad-647	151	9	2012	2012	NUM
aad-647	151	10	)	)	PUNCT
aad-647	151	11	opines	opine	VERB
aad-647	151	12	that	that	SCONJ
aad-647	151	13	people	people	NOUN
aad-647	151	14	make	make	VERB
aad-647	151	15	decisions	decision	NOUN
aad-647	151	16	by	by	ADP
aad-647	151	17	performing	perform	VERB
aad-647	151	18	a	a	DET
aad-647	151	19	cost	cost	NOUN
aad-647	151	20	-	-	PUNCT
aad-647	151	21	benefit	benefit	NOUN
aad-647	151	22	analysis	analysis	NOUN
aad-647	151	23	of	of	ADP
aad-647	151	24	various	various	ADJ
aad-647	151	25	options	option	NOUN
aad-647	151	26	and	and	CCONJ
aad-647	151	27	choosing	choose	VERB
aad-647	151	28	the	the	DET
aad-647	151	29	one	one	NOUN
aad-647	151	30	that	that	PRON
aad-647	151	31	results	result	VERB
aad-647	151	32	in	in	ADP
aad-647	151	33	the	the	DET
aad-647	151	34	highest	high	ADJ
aad-647	151	35	levels	level	NOUN
aad-647	151	36	of	of	ADP
aad-647	151	37	utility	utility	NOUN
aad-647	151	38	.	.	PUNCT
aad-647	152	1	this	this	DET
aad-647	152	2	study	study	NOUN
aad-647	152	3	’s	’s	PART
aad-647	152	4	findings	finding	NOUN
aad-647	152	5	relate	relate	VERB
aad-647	152	6	to	to	ADP
aad-647	152	7	this	this	DET
aad-647	152	8	theory	theory	NOUN
aad-647	152	9	by	by	ADP
aad-647	152	10	showing	show	VERB
aad-647	152	11	how	how	SCONJ
aad-647	152	12	farmers	farmer	NOUN
aad-647	152	13	adopt	adopt	VERB
aad-647	152	14	technologies	technology	NOUN
aad-647	152	15	that	that	PRON
aad-647	152	16	provide	provide	VERB
aad-647	152	17	more	more	ADJ
aad-647	152	18	utility	utility	NOUN
aad-647	152	19	for	for	ADP
aad-647	152	20	themselves	themselves	PRON
aad-647	152	21	and	and	CCONJ
aad-647	152	22	their	their	PRON
aad-647	152	23	operations	operation	NOUN
aad-647	152	24	.	.	PUNCT
aad-647	153	1	economic	economic	ADJ
aad-647	153	2	benefits	benefit	NOUN
aad-647	153	3	were	be	AUX
aad-647	153	4	ranked	rank	VERB
aad-647	153	5	as	as	ADP
aad-647	153	6	the	the	DET
aad-647	153	7	most	most	ADV
aad-647	153	8	influential	influential	ADJ
aad-647	153	9	factor	factor	NOUN
aad-647	153	10	in	in	ADP
aad-647	153	11	adoption	adoption	NOUN
aad-647	153	12	decisions	decision	NOUN
aad-647	153	13	for	for	ADP
aad-647	153	14	both	both	CCONJ
aad-647	153	15	livestock	livestock	NOUN
aad-647	153	16	and	and	CCONJ
aad-647	153	17	row	row	NOUN
aad-647	153	18	crop	crop	NOUN
aad-647	153	19	farmers	farmer	NOUN
aad-647	153	20	.	.	PUNCT
aad-647	154	1	costs	cost	NOUN
aad-647	154	2	,	,	PUNCT
aad-647	154	3	however	however	ADV
aad-647	154	4	,	,	PUNCT
aad-647	154	5	posed	pose	VERB
aad-647	154	6	significant	significant	ADJ
aad-647	154	7	barriers	barrier	NOUN
aad-647	154	8	for	for	ADP
aad-647	154	9	certain	certain	ADJ
aad-647	154	10	technologies	technology	NOUN
aad-647	154	11	,	,	PUNCT
aad-647	154	12	deterring	deter	VERB
aad-647	154	13	adoption	adoption	NOUN
aad-647	154	14	.	.	PUNCT
aad-647	155	1	other	other	ADJ
aad-647	155	2	factors	factor	NOUN
aad-647	155	3	,	,	PUNCT
aad-647	155	4	including	include	VERB
aad-647	155	5	compatibility	compatibility	NOUN
aad-647	155	6	with	with	ADP
aad-647	155	7	existing	exist	VERB
aad-647	155	8	practices	practice	NOUN
aad-647	155	9	and	and	CCONJ
aad-647	155	10	peer	peer	NOUN
aad-647	155	11	influence	influence	NOUN
aad-647	155	12	,	,	PUNCT
aad-647	155	13	also	also	ADV
aad-647	155	14	played	play	VERB
aad-647	155	15	crucial	crucial	ADJ
aad-647	155	16	roles	role	NOUN
aad-647	155	17	in	in	ADP
aad-647	155	18	determining	determine	VERB
aad-647	155	19	whether	whether	SCONJ
aad-647	155	20	technologies	technology	NOUN
aad-647	155	21	would	would	AUX
aad-647	155	22	be	be	AUX
aad-647	155	23	embraced	embrace	VERB
aad-647	155	24	.	.	PUNCT
aad-647	156	1	demographic	demographic	ADJ
aad-647	156	2	characteristics	characteristic	NOUN
aad-647	156	3	,	,	PUNCT
aad-647	156	4	such	such	ADJ
aad-647	156	5	as	as	ADP
aad-647	156	6	education	education	NOUN
aad-647	156	7	level	level	NOUN
aad-647	156	8	,	,	PUNCT
aad-647	156	9	years	year	NOUN
aad-647	156	10	of	of	ADP
aad-647	156	11	farming	farming	NOUN
aad-647	156	12	experience	experience	NOUN
aad-647	156	13	,	,	PUNCT
aad-647	156	14	and	and	CCONJ
aad-647	156	15	operation	operation	NOUN
aad-647	156	16	size	size	NOUN
aad-647	156	17	,	,	PUNCT
aad-647	156	18	were	be	AUX
aad-647	156	19	found	find	VERB
aad-647	156	20	to	to	PART
aad-647	156	21	significantly	significantly	ADV
aad-647	156	22	influence	influence	VERB
aad-647	156	23	technology	technology	NOUN
aad-647	156	24	adoption	adoption	NOUN
aad-647	156	25	.	.	PUNCT
aad-647	157	1	farmers	farmer	NOUN
aad-647	157	2	with	with	ADP
aad-647	157	3	higher	high	ADJ
aad-647	157	4	levels	level	NOUN
aad-647	157	5	of	of	ADP
aad-647	157	6	education	education	NOUN
aad-647	157	7	and	and	CCONJ
aad-647	157	8	larger	large	ADJ
aad-647	157	9	operations	operation	NOUN
aad-647	157	10	were	be	AUX
aad-647	157	11	more	more	ADV
aad-647	157	12	likely	likely	ADJ
aad-647	157	13	to	to	PART
aad-647	157	14	adopt	adopt	VERB
aad-647	157	15	new	new	ADJ
aad-647	157	16	technologies	technology	NOUN
aad-647	157	17	,	,	PUNCT
aad-647	157	18	as	as	SCONJ
aad-647	157	19	were	be	AUX
aad-647	157	20	those	those	PRON
aad-647	157	21	with	with	ADP
aad-647	157	22	more	more	ADJ
aad-647	157	23	years	year	NOUN
aad-647	157	24	of	of	ADP
aad-647	157	25	farming	farming	NOUN
aad-647	157	26	experience	experience	NOUN
aad-647	157	27	.	.	PUNCT
aad-647	158	1	farmers	farmer	NOUN
aad-647	158	2	with	with	ADP
aad-647	158	3	10	10	NUM
aad-647	158	4	to	to	PART
aad-647	158	5	15	15	NUM
aad-647	158	6	years	year	NOUN
aad-647	158	7	of	of	ADP
aad-647	158	8	experience	experience	NOUN
aad-647	158	9	exhibited	exhibit	VERB
aad-647	158	10	the	the	DET
aad-647	158	11	highest	high	ADJ
aad-647	158	12	adoption	adoption	NOUN
aad-647	158	13	rates	rate	NOUN
aad-647	158	14	,	,	PUNCT
aad-647	158	15	likely	likely	ADV
aad-647	158	16	reflecting	reflect	VERB
aad-647	158	17	a	a	DET
aad-647	158	18	balance	balance	NOUN
aad-647	158	19	of	of	ADP
aad-647	158	20	practical	practical	ADJ
aad-647	158	21	experience	experience	NOUN
aad-647	158	22	and	and	CCONJ
aad-647	158	23	openness	openness	NOUN
aad-647	158	24	to	to	ADP
aad-647	158	25	new	new	ADJ
aad-647	158	26	ideas	idea	NOUN
aad-647	158	27	.	.	PUNCT
aad-647	159	1	larger	large	ADJ
aad-647	159	2	operations	operation	NOUN
aad-647	159	3	also	also	ADV
aad-647	159	4	demonstrated	demonstrate	VERB
aad-647	159	5	a	a	DET
aad-647	159	6	greater	great	ADJ
aad-647	159	7	willingness	willingness	NOUN
aad-647	159	8	to	to	PART
aad-647	159	9	adopt	adopt	VERB
aad-647	159	10	advanced	advanced	ADJ
aad-647	159	11	technologies	technology	NOUN
aad-647	159	12	.	.	PUNCT
aad-647	160	1	figure	figure	NOUN
aad-647	160	2	1	1	NUM
aad-647	160	3	synthesizes	synthesize	VERB
aad-647	160	4	our	our	PRON
aad-647	160	5	empirical	empirical	ADJ
aad-647	160	6	results	result	NOUN
aad-647	160	7	with	with	ADP
aad-647	160	8	diffusion	diffusion	NOUN
aad-647	160	9	of	of	ADP
aad-647	160	10	innovations	innovation	NOUN
aad-647	160	11	,	,	PUNCT
aad-647	160	12	the	the	DET
aad-647	160	13	theory	theory	NOUN
aad-647	160	14	of	of	ADP
aad-647	160	15	planned	plan	VERB
aad-647	160	16	behavior	behavior	NOUN
aad-647	160	17	,	,	PUNCT
aad-647	160	18	and	and	CCONJ
aad-647	160	19	rational	rational	ADJ
aad-647	160	20	choice	choice	NOUN
aad-647	160	21	mechanisms	mechanism	NOUN
aad-647	160	22	,	,	PUNCT
aad-647	160	23	highlighting	highlight	VERB
aad-647	160	24	how	how	SCONJ
aad-647	160	25	perceived	perceive	VERB
aad-647	160	26	economic	economic	ADJ
aad-647	160	27	benefits	benefit	NOUN
aad-647	160	28	and	and	CCONJ
aad-647	160	29	farm	farm	NOUN
aad-647	160	30	size	size	NOUN
aad-647	160	31	interact	interact	VERB
aad-647	160	32	with	with	ADP
aad-647	160	33	norms	norm	NOUN
aad-647	160	34	and	and	CCONJ
aad-647	160	35	compatibility	compatibility	NOUN
aad-647	160	36	constraints	constraint	NOUN
aad-647	160	37	to	to	PART
aad-647	160	38	shape	shape	VERB
aad-647	160	39	adoption	adoption	NOUN
aad-647	160	40	.	.	PUNCT
aad-647	161	1	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	161	2	morris	morris	PROPN
aad-647	161	3	et	et	PROPN
aad-647	161	4	al	al	PROPN
aad-647	161	5	.	.	PUNCT
aad-647	161	6	advancements	advancement	NOUN
aad-647	161	7	in	in	ADP
aad-647	161	8	agricultural	agricultural	ADJ
aad-647	161	9	development	development	NOUN
aad-647	161	10	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	161	11	68	68	NUM
aad-647	161	12	figure	figure	NOUN
aad-647	161	13	1	1	NUM
aad-647	161	14	influential	influential	ADJ
aad-647	161	15	factors	factor	NOUN
aad-647	161	16	to	to	PART
aad-647	161	17	technology	technology	VERB
aad-647	161	18	adoption	adoption	NOUN
aad-647	161	19	model	model	NOUN
aad-647	161	20	note	note	NOUN
aad-647	161	21	.	.	PUNCT
aad-647	162	1	adapted	adapt	VERB
aad-647	162	2	from	from	ADP
aad-647	162	3	meijer	meijer	PROPN
aad-647	162	4	et	et	PROPN
aad-647	162	5	al	al	PROPN
aad-647	162	6	.	.	PROPN
aad-647	163	1	(	(	PUNCT
aad-647	163	2	2015	2015	NUM
aad-647	163	3	)	)	PUNCT
aad-647	163	4	and	and	CCONJ
aad-647	163	5	modified	modify	VERB
aad-647	163	6	with	with	ADP
aad-647	163	7	findings	finding	NOUN
aad-647	163	8	from	from	ADP
aad-647	163	9	the	the	DET
aad-647	163	10	study	study	NOUN
aad-647	163	11	.	.	PUNCT
aad-647	164	1	the	the	DET
aad-647	164	2	bolded	bolde	VERB
aad-647	164	3	items	item	NOUN
aad-647	164	4	in	in	ADP
aad-647	164	5	the	the	DET
aad-647	164	6	model	model	NOUN
aad-647	164	7	were	be	AUX
aad-647	164	8	found	find	VERB
aad-647	164	9	to	to	PART
aad-647	164	10	be	be	AUX
aad-647	164	11	statistically	statistically	ADV
aad-647	164	12	significant	significant	ADJ
aad-647	164	13	to	to	AUX
aad-647	164	14	technology	technology	NOUN
aad-647	164	15	adoption	adoption	NOUN
aad-647	164	16	.	.	PUNCT
aad-647	165	1	the	the	DET
aad-647	165	2	plus	plus	ADJ
aad-647	165	3	symbols	symbol	NOUN
aad-647	165	4	(	(	PUNCT
aad-647	165	5	+	+	ADV
aad-647	165	6	)	)	PUNCT
aad-647	165	7	signify	signify	VERB
aad-647	165	8	variables	variable	NOUN
aad-647	165	9	that	that	PRON
aad-647	165	10	positively	positively	ADV
aad-647	165	11	influenced	influence	VERB
aad-647	165	12	adoption	adoption	NOUN
aad-647	165	13	while	while	SCONJ
aad-647	165	14	the	the	DET
aad-647	165	15	minus	minus	ADJ
aad-647	165	16	symbols	symbol	NOUN
aad-647	165	17	(	(	PUNCT
aad-647	165	18	-	-	PUNCT
aad-647	165	19	)	)	PUNCT
aad-647	165	20	indicate	indicate	VERB
aad-647	165	21	variables	variable	NOUN
aad-647	165	22	that	that	PRON
aad-647	165	23	negatively	negatively	ADV
aad-647	165	24	influenced	influence	VERB
aad-647	165	25	adoption	adoption	NOUN
aad-647	165	26	.	.	PUNCT
aad-647	166	1	this	this	DET
aad-647	166	2	study	study	NOUN
aad-647	166	3	revealed	reveal	VERB
aad-647	166	4	the	the	DET
aad-647	166	5	critical	critical	ADJ
aad-647	166	6	roles	role	NOUN
aad-647	166	7	that	that	PRON
aad-647	166	8	economics	economic	NOUN
aad-647	166	9	,	,	PUNCT
aad-647	166	10	cost	cost	NOUN
aad-647	166	11	,	,	PUNCT
aad-647	166	12	compatibility	compatibility	NOUN
aad-647	166	13	,	,	PUNCT
aad-647	166	14	and	and	CCONJ
aad-647	166	15	peer	peer	NOUN
aad-647	166	16	influence	influence	NOUN
aad-647	166	17	have	have	VERB
aad-647	166	18	on	on	ADP
aad-647	166	19	technology	technology	NOUN
aad-647	166	20	adoption	adoption	NOUN
aad-647	166	21	decisions	decision	NOUN
aad-647	166	22	.	.	PUNCT
aad-647	167	1	through	through	ADP
aad-647	167	2	the	the	DET
aad-647	167	3	delphi	delphi	NOUN
aad-647	167	4	study	study	NOUN
aad-647	167	5	,	,	PUNCT
aad-647	167	6	technologies	technology	NOUN
aad-647	167	7	were	be	AUX
aad-647	167	8	identified	identify	VERB
aad-647	167	9	that	that	SCONJ
aad-647	167	10	farmers	farmer	NOUN
aad-647	167	11	are	be	AUX
aad-647	167	12	actively	actively	ADV
aad-647	167	13	looking	look	VERB
aad-647	167	14	to	to	PART
aad-647	167	15	adopt	adopt	VERB
aad-647	167	16	.	.	PUNCT
aad-647	168	1	innovativeness	innovativeness	NOUN
aad-647	168	2	was	be	AUX
aad-647	168	3	influential	influential	ADJ
aad-647	168	4	to	to	PART
aad-647	168	5	technology	technology	VERB
aad-647	168	6	adoption	adoption	NOUN
aad-647	168	7	,	,	PUNCT
aad-647	168	8	but	but	CCONJ
aad-647	168	9	an	an	DET
aad-647	168	10	improved	improved	ADJ
aad-647	168	11	measurement	measurement	NOUN
aad-647	168	12	of	of	ADP
aad-647	168	13	innovativeness	innovativeness	NOUN
aad-647	168	14	was	be	AUX
aad-647	168	15	recommended	recommend	VERB
aad-647	168	16	for	for	ADP
aad-647	168	17	future	future	ADJ
aad-647	168	18	research	research	NOUN
aad-647	168	19	.	.	PUNCT
aad-647	169	1	this	this	DET
aad-647	169	2	innovativeness	innovativeness	NOUN
aad-647	169	3	metric	metric	NOUN
aad-647	169	4	could	could	AUX
aad-647	169	5	include	include	VERB
aad-647	169	6	questions	question	NOUN
aad-647	169	7	that	that	PRON
aad-647	169	8	asked	ask	VERB
aad-647	169	9	about	about	ADP
aad-647	169	10	openness	openness	NOUN
aad-647	169	11	to	to	ADP
aad-647	169	12	new	new	ADJ
aad-647	169	13	ideas	idea	NOUN
aad-647	169	14	,	,	PUNCT
aad-647	169	15	risk	risk	NOUN
aad-647	169	16	tolerance	tolerance	NOUN
aad-647	169	17	levels	level	NOUN
aad-647	169	18	,	,	PUNCT
aad-647	169	19	management	management	NOUN
aad-647	169	20	styles	style	NOUN
aad-647	169	21	,	,	PUNCT
aad-647	169	22	and	and	CCONJ
aad-647	169	23	adoption	adoption	NOUN
aad-647	169	24	experiences	experience	NOUN
aad-647	169	25	,	,	PUNCT
aad-647	169	26	and	and	CCONJ
aad-647	169	27	assess	assess	VERB
aad-647	169	28	the	the	DET
aad-647	169	29	farmers	farmer	NOUN
aad-647	169	30	’	’	PART
aad-647	169	31	attitude	attitude	NOUN
aad-647	169	32	toward	toward	ADP
aad-647	169	33	continued	continue	VERB
aad-647	169	34	learning	learning	NOUN
aad-647	169	35	.	.	PUNCT
aad-647	170	1	the	the	DET
aad-647	170	2	study	study	NOUN
aad-647	170	3	contributed	contribute	VERB
aad-647	170	4	to	to	ADP
aad-647	170	5	agricultural	agricultural	ADJ
aad-647	170	6	development	development	NOUN
aad-647	170	7	by	by	ADP
aad-647	170	8	providing	provide	VERB
aad-647	170	9	insight	insight	NOUN
aad-647	170	10	into	into	ADP
aad-647	170	11	the	the	DET
aad-647	170	12	relationships	relationship	NOUN
aad-647	170	13	between	between	ADP
aad-647	170	14	adopter	adopter	ADJ
aad-647	170	15	categories	category	NOUN
aad-647	170	16	,	,	PUNCT
aad-647	170	17	innovativeness	innovativeness	NOUN
aad-647	170	18	,	,	PUNCT
aad-647	170	19	economics	economic	NOUN
aad-647	170	20	,	,	PUNCT
aad-647	170	21	compatibility	compatibility	NOUN
aad-647	170	22	,	,	PUNCT
aad-647	170	23	peer	peer	NOUN
aad-647	170	24	influence	influence	NOUN
aad-647	170	25	,	,	PUNCT
aad-647	170	26	and	and	CCONJ
aad-647	170	27	certain	certain	ADJ
aad-647	170	28	demographics	demographic	NOUN
aad-647	170	29	influence	influence	VERB
aad-647	170	30	a	a	DET
aad-647	170	31	farmer	farmer	NOUN
aad-647	170	32	’s	’s	PART
aad-647	170	33	decision	decision	NOUN
aad-647	170	34	to	to	PART
aad-647	170	35	ultimately	ultimately	ADV
aad-647	170	36	adopt	adopt	VERB
aad-647	170	37	or	or	CCONJ
aad-647	170	38	not	not	PART
aad-647	170	39	adopt	adopt	VERB
aad-647	170	40	specific	specific	ADJ
aad-647	170	41	agricultural	agricultural	ADJ
aad-647	170	42	technologies	technology	NOUN
aad-647	170	43	.	.	PUNCT
aad-647	171	1	this	this	DET
aad-647	171	2	work	work	NOUN
aad-647	171	3	should	should	AUX
aad-647	171	4	be	be	AUX
aad-647	171	5	replicated	replicate	VERB
aad-647	171	6	in	in	ADP
aad-647	171	7	other	other	ADJ
aad-647	171	8	states	state	NOUN
aad-647	171	9	or	or	CCONJ
aad-647	171	10	regions	region	NOUN
aad-647	171	11	to	to	PART
aad-647	171	12	aid	aid	VERB
aad-647	171	13	researchers	researcher	NOUN
aad-647	171	14	in	in	ADP
aad-647	171	15	predicting	predict	VERB
aad-647	171	16	technology	technology	NOUN
aad-647	171	17	adoption	adoption	NOUN
aad-647	171	18	among	among	ADP
aad-647	171	19	farmers	farmer	NOUN
aad-647	171	20	.	.	PUNCT
aad-647	172	1	the	the	DET
aad-647	172	2	model	model	NOUN
aad-647	172	3	needed	need	VERB
aad-647	172	4	to	to	PART
aad-647	172	5	include	include	VERB
aad-647	172	6	the	the	DET
aad-647	172	7	use	use	NOUN
aad-647	172	8	of	of	ADP
aad-647	172	9	multivariate	multivariate	NOUN
aad-647	172	10	dependent	dependent	ADJ
aad-647	172	11	variables	variable	NOUN
aad-647	172	12	to	to	PART
aad-647	172	13	capture	capture	VERB
aad-647	172	14	more	more	ADV
aad-647	172	15	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	172	16	morris	morris	PROPN
aad-647	172	17	et	et	PROPN
aad-647	172	18	al	al	PROPN
aad-647	172	19	.	.	PUNCT
aad-647	172	20	advancements	advancement	NOUN
aad-647	172	21	in	in	ADP
aad-647	172	22	agricultural	agricultural	ADJ
aad-647	172	23	development	development	NOUN
aad-647	172	24	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	172	25	69	69	NUM
aad-647	172	26	variance	variance	NOUN
aad-647	172	27	and	and	CCONJ
aad-647	172	28	improve	improve	VERB
aad-647	172	29	its	its	PRON
aad-647	172	30	robustness	robustness	NOUN
aad-647	172	31	,	,	PUNCT
aad-647	172	32	such	such	ADJ
aad-647	172	33	as	as	ADP
aad-647	172	34	measuring	measure	VERB
aad-647	172	35	different	different	ADJ
aad-647	172	36	stages	stage	NOUN
aad-647	172	37	of	of	ADP
aad-647	172	38	adoption	adoption	NOUN
aad-647	172	39	(	(	PUNCT
aad-647	172	40	no	no	DET
aad-647	172	41	adoption	adoption	NOUN
aad-647	172	42	,	,	PUNCT
aad-647	172	43	experimental	experimental	ADJ
aad-647	172	44	use	use	NOUN
aad-647	172	45	,	,	PUNCT
aad-647	172	46	partial	partial	ADJ
aad-647	172	47	adoption	adoption	NOUN
aad-647	172	48	,	,	PUNCT
aad-647	172	49	and	and	CCONJ
aad-647	172	50	full	full	ADJ
aad-647	172	51	adoption	adoption	NOUN
aad-647	172	52	)	)	PUNCT
aad-647	172	53	to	to	PART
aad-647	172	54	enhance	enhance	VERB
aad-647	172	55	accuracy	accuracy	NOUN
aad-647	172	56	and	and	CCONJ
aad-647	172	57	reliability	reliability	NOUN
aad-647	172	58	.	.	PUNCT
aad-647	173	1	given	give	VERB
aad-647	173	2	the	the	DET
aad-647	173	3	importance	importance	NOUN
aad-647	173	4	of	of	ADP
aad-647	173	5	economic	economic	ADJ
aad-647	173	6	benefits	benefit	NOUN
aad-647	173	7	as	as	SCONJ
aad-647	173	8	seen	see	VERB
aad-647	173	9	in	in	ADP
aad-647	173	10	this	this	DET
aad-647	173	11	study	study	NOUN
aad-647	173	12	and	and	CCONJ
aad-647	173	13	others	other	NOUN
aad-647	173	14	(	(	PUNCT
aad-647	173	15	bellon	bellon	NOUN
aad-647	173	16	&	&	CCONJ
aad-647	173	17	reeves	reeves	PROPN
aad-647	173	18	,	,	PUNCT
aad-647	173	19	2002	2002	NUM
aad-647	173	20	;	;	PUNCT
aad-647	173	21	karlan	karlan	PROPN
aad-647	173	22	et	et	PROPN
aad-647	173	23	al	al	PROPN
aad-647	173	24	.	.	PROPN
aad-647	173	25	,	,	PUNCT
aad-647	173	26	2014	2014	NUM
aad-647	173	27	;	;	PUNCT
aad-647	173	28	rogers	roger	NOUN
aad-647	173	29	,	,	PUNCT
aad-647	173	30	2003	2003	NUM
aad-647	173	31	)	)	PUNCT
aad-647	173	32	,	,	PUNCT
aad-647	173	33	economic	economic	ADJ
aad-647	173	34	benefits	benefit	NOUN
aad-647	173	35	need	need	VERB
aad-647	173	36	to	to	PART
aad-647	173	37	be	be	AUX
aad-647	173	38	emphasized	emphasize	VERB
aad-647	173	39	to	to	PART
aad-647	173	40	promote	promote	VERB
aad-647	173	41	the	the	DET
aad-647	173	42	adoption	adoption	NOUN
aad-647	173	43	of	of	ADP
aad-647	173	44	new	new	ADJ
aad-647	173	45	technologies	technology	NOUN
aad-647	173	46	and	and	CCONJ
aad-647	173	47	in	in	ADP
aad-647	173	48	educational	educational	ADJ
aad-647	173	49	programs	program	NOUN
aad-647	173	50	to	to	PART
aad-647	173	51	increase	increase	VERB
aad-647	173	52	adoption	adoption	NOUN
aad-647	173	53	rates	rate	NOUN
aad-647	173	54	among	among	ADP
aad-647	173	55	farmers	farmer	NOUN
aad-647	173	56	.	.	PUNCT
aad-647	174	1	we	we	PRON
aad-647	174	2	discovered	discover	VERB
aad-647	174	3	compatibility	compatibility	NOUN
aad-647	174	4	negatively	negatively	ADV
aad-647	174	5	influences	influence	VERB
aad-647	174	6	certain	certain	ADJ
aad-647	174	7	technologies	technology	NOUN
aad-647	174	8	,	,	PUNCT
aad-647	174	9	so	so	SCONJ
aad-647	174	10	educators	educator	NOUN
aad-647	174	11	should	should	AUX
aad-647	174	12	focus	focus	VERB
aad-647	174	13	on	on	ADP
aad-647	174	14	addressing	address	VERB
aad-647	174	15	knowledge	knowledge	NOUN
aad-647	174	16	gaps	gap	NOUN
aad-647	174	17	to	to	PART
aad-647	174	18	align	align	VERB
aad-647	174	19	existing	exist	VERB
aad-647	174	20	and	and	CCONJ
aad-647	174	21	new	new	ADJ
aad-647	174	22	technologies	technology	NOUN
aad-647	174	23	.	.	PUNCT
aad-647	175	1	smaller	small	ADJ
aad-647	175	2	operations	operation	NOUN
aad-647	175	3	were	be	AUX
aad-647	175	4	less	less	ADV
aad-647	175	5	open	open	ADJ
aad-647	175	6	to	to	ADP
aad-647	175	7	adopting	adopt	VERB
aad-647	175	8	technologies	technology	NOUN
aad-647	175	9	,	,	PUNCT
aad-647	175	10	indicating	indicate	VERB
aad-647	175	11	a	a	DET
aad-647	175	12	need	need	NOUN
aad-647	175	13	for	for	ADP
aad-647	175	14	educational	educational	ADJ
aad-647	175	15	programs	program	NOUN
aad-647	175	16	addressing	address	VERB
aad-647	175	17	scalability	scalability	NOUN
aad-647	175	18	issues	issue	NOUN
aad-647	175	19	.	.	PUNCT
aad-647	176	1	finally	finally	ADV
aad-647	176	2	,	,	PUNCT
aad-647	176	3	initiatives	initiative	NOUN
aad-647	176	4	to	to	PART
aad-647	176	5	create	create	VERB
aad-647	176	6	a	a	DET
aad-647	176	7	culture	culture	NOUN
aad-647	176	8	of	of	ADP
aad-647	176	9	innovation	innovation	NOUN
aad-647	176	10	for	for	ADP
aad-647	176	11	farmers	farmer	NOUN
aad-647	176	12	,	,	PUNCT
aad-647	176	13	tailored	tailor	VERB
aad-647	176	14	to	to	ADP
aad-647	176	15	different	different	ADJ
aad-647	176	16	adopter	adopter	ADJ
aad-647	176	17	categories	category	NOUN
aad-647	176	18	and	and	CCONJ
aad-647	176	19	varying	vary	VERB
aad-647	176	20	innovativeness	innovativeness	NOUN
aad-647	176	21	levels	level	NOUN
aad-647	176	22	,	,	PUNCT
aad-647	176	23	are	be	AUX
aad-647	176	24	recommended	recommend	VERB
aad-647	176	25	.	.	PUNCT
aad-647	177	1	acknowledgments	acknowledgment	NOUN
aad-647	177	2	funding	fund	VERB
aad-647	177	3	information	information	NOUN
aad-647	177	4	:	:	PUNCT
aad-647	177	5	this	this	DET
aad-647	177	6	work	work	NOUN
aad-647	177	7	is	be	AUX
aad-647	177	8	supported	support	VERB
aad-647	177	9	by	by	ADP
aad-647	177	10	the	the	DET
aad-647	177	11	united	united	PROPN
aad-647	177	12	states	states	PROPN
aad-647	177	13	department	department	PROPN
aad-647	177	14	of	of	ADP
aad-647	177	15	agriculture	agriculture	PROPN
aad-647	177	16	national	national	PROPN
aad-647	177	17	institute	institute	PROPN
aad-647	177	18	of	of	ADP
aad-647	177	19	food	food	NOUN
aad-647	177	20	and	and	CCONJ
aad-647	177	21	agriculture	agriculture	NOUN
aad-647	177	22	,	,	PUNCT
aad-647	177	23	nextgen	nextgen	PROPN
aad-647	177	24	program	program	PROPN
aad-647	177	25	,	,	PUNCT
aad-647	177	26	award	award	VERB
aad-647	177	27	#	#	SYM
aad-647	177	28	2023	2023	NUM
aad-647	177	29	-	-	SYM
aad-647	177	30	7044	7044	NUM
aad-647	177	31	-	-	SYM
aad-647	177	32	40157	40157	NUM
aad-647	177	33	.	.	PUNCT
aad-647	178	1	conflict	conflict	NOUN
aad-647	178	2	of	of	ADP
aad-647	178	3	interest	interest	NOUN
aad-647	178	4	:	:	PUNCT
aad-647	178	5	there	there	PRON
aad-647	178	6	are	be	VERB
aad-647	178	7	no	no	DET
aad-647	178	8	conflicts	conflict	NOUN
aad-647	178	9	of	of	ADP
aad-647	178	10	interest	interest	NOUN
aad-647	178	11	.	.	PUNCT
aad-647	179	1	previous	previous	ADJ
aad-647	179	2	dissemination	dissemination	NOUN
aad-647	179	3	:	:	PUNCT
aad-647	179	4	this	this	DET
aad-647	179	5	article	article	NOUN
aad-647	179	6	is	be	AUX
aad-647	179	7	a	a	DET
aad-647	179	8	truncated	truncated	ADJ
aad-647	179	9	version	version	NOUN
aad-647	179	10	of	of	ADP
aad-647	179	11	a	a	DET
aad-647	179	12	dissertation	dissertation	NOUN
aad-647	179	13	at	at	ADP
aad-647	179	14	tennessee	tennessee	PROPN
aad-647	179	15	state	state	PROPN
aad-647	179	16	university	university	PROPN
aad-647	179	17	.	.	PUNCT
aad-647	180	1	the	the	DET
aad-647	180	2	dissertation	dissertation	NOUN
aad-647	180	3	was	be	AUX
aad-647	180	4	not	not	PART
aad-647	180	5	yet	yet	ADV
aad-647	180	6	published	publish	VERB
aad-647	180	7	at	at	ADP
aad-647	180	8	the	the	DET
aad-647	180	9	time	time	NOUN
aad-647	180	10	of	of	ADP
aad-647	180	11	this	this	DET
aad-647	180	12	article	article	NOUN
aad-647	180	13	submission	submission	NOUN
aad-647	180	14	.	.	PUNCT
aad-647	181	1	artificial	artificial	ADJ
aad-647	181	2	intelligence	intelligence	NOUN
aad-647	181	3	:	:	PUNCT
aad-647	181	4	ai	ai	INTJ
aad-647	181	5	was	be	AUX
aad-647	181	6	not	not	PART
aad-647	181	7	used	use	VERB
aad-647	181	8	for	for	ADP
aad-647	181	9	this	this	DET
aad-647	181	10	study	study	NOUN
aad-647	181	11	.	.	PUNCT
aad-647	182	1	author	author	NOUN
aad-647	182	2	contribution	contribution	NOUN
aad-647	182	3	statement	statement	NOUN
aad-647	182	4	:	:	PUNCT
aad-647	182	5	d.	d.	PROPN
aad-647	182	6	morris	morris	PROPN
aad-647	182	7	–	–	PUNCT
aad-647	182	8	formal	formal	ADJ
aad-647	182	9	analysis	analysis	NOUN
aad-647	182	10	,	,	PUNCT
aad-647	182	11	investigation	investigation	NOUN
aad-647	182	12	,	,	PUNCT
aad-647	182	13	and	and	CCONJ
aad-647	182	14	writing	write	VERB
aad-647	182	15	original	original	ADJ
aad-647	182	16	draft	draft	NOUN
aad-647	182	17	;	;	PUNCT
aad-647	182	18	j.	j.	PROPN
aad-647	182	19	ricketts	ricketts	PROPN
aad-647	182	20	–	–	PUNCT
aad-647	182	21	formal	formal	ADJ
aad-647	182	22	analysis	analysis	NOUN
aad-647	182	23	,	,	PUNCT
aad-647	182	24	writing	writing	NOUN
aad-647	182	25	,	,	PUNCT
aad-647	182	26	reviewing	reviewing	NOUN
aad-647	182	27	,	,	PUNCT
aad-647	182	28	and	and	CCONJ
aad-647	182	29	editing	editing	NOUN
aad-647	182	30	;	;	PUNCT
aad-647	182	31	d.	d.	PROPN
aad-647	182	32	hochreiter	hochreiter	PROPN
aad-647	182	33	–	–	PUNCT
aad-647	182	34	writing	writing	NOUN
aad-647	182	35	,	,	PUNCT
aad-647	182	36	reviewing	reviewing	NOUN
aad-647	182	37	,	,	PUNCT
aad-647	182	38	and	and	CCONJ
aad-647	182	39	editing	editing	NOUN
aad-647	182	40	.	.	PUNCT
aad-647	183	1	references	reference	NOUN
aad-647	183	2	ajzen	ajzen	NOUN
aad-647	183	3	,	,	PUNCT
aad-647	183	4	i.	i.	NOUN
aad-647	183	5	(	(	PUNCT
aad-647	183	6	1991	1991	NUM
aad-647	183	7	)	)	PUNCT
aad-647	183	8	.	.	PUNCT
aad-647	184	1	the	the	DET
aad-647	184	2	theory	theory	NOUN
aad-647	184	3	of	of	ADP
aad-647	184	4	planned	plan	VERB
aad-647	184	5	behavior	behavior	NOUN
aad-647	184	6	.	.	PUNCT
aad-647	185	1	organizational	organizational	ADJ
aad-647	185	2	behavior	behavior	NOUN
aad-647	185	3	and	and	CCONJ
aad-647	185	4	human	human	ADJ
aad-647	185	5	decision	decision	NOUN
aad-647	185	6	processes	process	NOUN
aad-647	185	7	,	,	PUNCT
aad-647	185	8	50(2	50(2	NUM
aad-647	185	9	)	)	PUNCT
aad-647	185	10	,	,	PUNCT
aad-647	185	11	179	179	NUM
aad-647	185	12	-	-	SYM
aad-647	185	13	211	211	NUM
aad-647	185	14	.	.	PUNCT
aad-647	186	1	https://doi.org/10.1016/0749-5978(91)90020-t	https://doi.org/10.1016/0749-5978(91)90020-t	PROPN
aad-647	186	2	bellon	bellon	NOUN
aad-647	186	3	,	,	PUNCT
aad-647	186	4	m.	m.	PROPN
aad-647	186	5	r.	r.	PROPN
aad-647	186	6	,	,	PUNCT
aad-647	186	7	&	&	CCONJ
aad-647	186	8	reeves	reeves	PROPN
aad-647	186	9	,	,	PUNCT
aad-647	186	10	j.	j.	PROPN
aad-647	186	11	(	(	PUNCT
aad-647	186	12	eds	eds	PROPN
aad-647	186	13	.	.	PUNCT
aad-647	186	14	)	)	PUNCT
aad-647	186	15	(	(	PUNCT
aad-647	186	16	2002	2002	NUM
aad-647	186	17	)	)	PUNCT
aad-647	186	18	.	.	PUNCT
aad-647	187	1	quantitative	quantitative	ADJ
aad-647	187	2	analysis	analysis	NOUN
aad-647	187	3	of	of	ADP
aad-647	187	4	data	datum	NOUN
aad-647	187	5	from	from	ADP
aad-647	187	6	participatory	participatory	ADJ
aad-647	187	7	methods	method	NOUN
aad-647	187	8	in	in	ADP
aad-647	187	9	plant	plant	NOUN
aad-647	187	10	breeding	breeding	NOUN
aad-647	187	11	.	.	PUNCT
aad-647	188	1	cimmyt	cimmyt	NOUN
aad-647	188	2	.	.	PUNCT
aad-647	189	1	https://books.google.com/books?id=iigfjr4zz-ec	https://books.google.com/books?id=iigfjr4zz-ec	VERB
aad-647	189	2	bonabana	bonabana	NOUN
aad-647	189	3	-	-	PUNCT
aad-647	189	4	wabbi	wabbi	NOUN
aad-647	189	5	,	,	PUNCT
aad-647	189	6	j.	j.	PROPN
aad-647	189	7	(	(	PUNCT
aad-647	189	8	2002	2002	NUM
aad-647	189	9	)	)	PUNCT
aad-647	189	10	.	.	PUNCT
aad-647	190	1	assessing	assess	VERB
aad-647	190	2	factors	factor	NOUN
aad-647	190	3	affecting	affect	VERB
aad-647	190	4	adoption	adoption	NOUN
aad-647	190	5	of	of	ADP
aad-647	190	6	agricultural	agricultural	ADJ
aad-647	190	7	technologies	technology	NOUN
aad-647	190	8	:	:	PUNCT
aad-647	190	9	the	the	DET
aad-647	190	10	case	case	NOUN
aad-647	190	11	of	of	ADP
aad-647	190	12	integrated	integrated	ADJ
aad-647	190	13	pest	pest	NOUN
aad-647	190	14	management	management	NOUN
aad-647	190	15	(	(	PUNCT
aad-647	190	16	ipm	ipm	NOUN
aad-647	190	17	)	)	PUNCT
aad-647	190	18	in	in	ADP
aad-647	190	19	kumi	kumi	PROPN
aad-647	190	20	district	district	PROPN
aad-647	190	21	,	,	PUNCT
aad-647	190	22	eastern	eastern	PROPN
aad-647	190	23	uganda	uganda	PROPN
aad-647	190	24	(	(	PUNCT
aad-647	190	25	doctoral	doctoral	ADJ
aad-647	190	26	dissertation	dissertation	NOUN
aad-647	190	27	,	,	PUNCT
aad-647	190	28	virginia	virginia	PROPN
aad-647	190	29	tech	tech	PROPN
aad-647	190	30	)	)	PUNCT
aad-647	190	31	.	.	PUNCT
aad-647	191	1	http://hdl.handle.net/10919/36266	http://hdl.handle.net/10919/36266	PROPN
aad-647	191	2	carlisle	carlisle	PROPN
aad-647	191	3	,	,	PUNCT
aad-647	191	4	l.	l.	PROPN
aad-647	191	5	(	(	PUNCT
aad-647	191	6	2016	2016	NUM
aad-647	191	7	)	)	PUNCT
aad-647	191	8	.	.	PUNCT
aad-647	192	1	factors	factor	NOUN
aad-647	192	2	influencing	influence	VERB
aad-647	192	3	farmer	farmer	NOUN
aad-647	192	4	adoption	adoption	NOUN
aad-647	192	5	of	of	ADP
aad-647	192	6	soil	soil	NOUN
aad-647	192	7	health	health	NOUN
aad-647	192	8	practices	practice	NOUN
aad-647	192	9	in	in	ADP
aad-647	192	10	the	the	DET
aad-647	192	11	united	united	PROPN
aad-647	192	12	states	states	PROPN
aad-647	192	13	:	:	PUNCT
aad-647	192	14	a	a	DET
aad-647	192	15	narrative	narrative	NOUN
aad-647	192	16	review	review	NOUN
aad-647	192	17	.	.	PUNCT
aad-647	193	1	agroecology	agroecology	NOUN
aad-647	193	2	and	and	CCONJ
aad-647	193	3	sustainable	sustainable	ADJ
aad-647	193	4	food	food	NOUN
aad-647	193	5	systems	system	NOUN
aad-647	193	6	,	,	PUNCT
aad-647	193	7	40(6	40(6	NOUN
aad-647	193	8	)	)	PUNCT
aad-647	193	9	,	,	PUNCT
aad-647	193	10	583	583	NUM
aad-647	193	11	-	-	SYM
aad-647	193	12	613	613	NUM
aad-647	193	13	.	.	PUNCT
aad-647	194	1	https://doi.org/10.1080/21683565.2016.1156596	https://doi.org/10.1080/21683565.2016.1156596	PROPN
aad-647	194	2	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	194	3	https://doi.org/10.1016/0749-5978(91)90020-t	https://doi.org/10.1016/0749-5978(91)90020-t	PROPN
aad-647	194	4	https://books.google.com/books?id=iigfjr4zz-ec	https://books.google.com/books?id=iigfjr4zz-ec	VERB
aad-647	194	5	http://hdl.handle.net/10919/36266	http://hdl.handle.net/10919/36266	NOUN
aad-647	194	6	https://doi.org/10.1080/21683565.2016.1156596	https://doi.org/10.1080/21683565.2016.1156596	PROPN
aad-647	194	7	morris	morris	PROPN
aad-647	194	8	et	et	PROPN
aad-647	194	9	al	al	PROPN
aad-647	194	10	.	.	PUNCT
aad-647	194	11	advancements	advancement	NOUN
aad-647	194	12	in	in	ADP
aad-647	194	13	agricultural	agricultural	ADJ
aad-647	194	14	development	development	NOUN
aad-647	194	15	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	194	16	70	70	NUM
aad-647	194	17	dalkey	dalkey	NOUN
aad-647	194	18	,	,	PUNCT
aad-647	194	19	n.	n.	NOUN
aad-647	194	20	,	,	PUNCT
aad-647	194	21	&	&	CCONJ
aad-647	194	22	helmer	helmer	NOUN
aad-647	194	23	,	,	PUNCT
aad-647	194	24	o.	o.	PROPN
aad-647	194	25	(	(	PUNCT
aad-647	194	26	1963	1963	NUM
aad-647	194	27	)	)	PUNCT
aad-647	194	28	.	.	PUNCT
aad-647	195	1	an	an	DET
aad-647	195	2	experimental	experimental	ADJ
aad-647	195	3	application	application	NOUN
aad-647	195	4	of	of	ADP
aad-647	195	5	the	the	DET
aad-647	195	6	delphi	delphi	NOUN
aad-647	195	7	method	method	NOUN
aad-647	195	8	to	to	ADP
aad-647	195	9	the	the	DET
aad-647	195	10	use	use	NOUN
aad-647	195	11	of	of	ADP
aad-647	195	12	experts	expert	NOUN
aad-647	195	13	.	.	PUNCT
aad-647	196	1	management	management	NOUN
aad-647	196	2	science	science	NOUN
aad-647	196	3	,	,	PUNCT
aad-647	196	4	9(3	9(3	NUM
aad-647	196	5	)	)	PUNCT
aad-647	196	6	,	,	PUNCT
aad-647	196	7	458	458	NUM
aad-647	196	8	-	-	SYM
aad-647	196	9	467	467	NUM
aad-647	196	10	.	.	PUNCT
aad-647	197	1	https://doi.org/10.1287%2fmnsc.9.3.458	https://doi.org/10.1287%2fmnsc.9.3.458	PROPN
aad-647	197	2	dillman	dillman	PROPN
aad-647	197	3	,	,	PUNCT
aad-647	197	4	d.	d.	PROPN
aad-647	197	5	a.	a.	PROPN
aad-647	197	6	(	(	PUNCT
aad-647	197	7	2011	2011	NUM
aad-647	197	8	)	)	PUNCT
aad-647	197	9	.	.	PUNCT
aad-647	198	1	mail	mail	NOUN
aad-647	198	2	and	and	CCONJ
aad-647	198	3	internet	internet	NOUN
aad-647	198	4	surveys	survey	NOUN
aad-647	198	5	:	:	PUNCT
aad-647	198	6	the	the	DET
aad-647	198	7	tailored	tailor	VERB
aad-647	198	8	design	design	NOUN
aad-647	198	9	method--2007	method--2007	ADJ
aad-647	198	10	update	update	NOUN
aad-647	198	11	with	with	ADP
aad-647	198	12	new	new	ADJ
aad-647	198	13	internet	internet	NOUN
aad-647	198	14	,	,	PUNCT
aad-647	198	15	visual	visual	ADJ
aad-647	198	16	,	,	PUNCT
aad-647	198	17	and	and	CCONJ
aad-647	198	18	mixed	mixed	ADJ
aad-647	198	19	-	-	PUNCT
aad-647	198	20	mode	mode	NOUN
aad-647	198	21	guide	guide	NOUN
aad-647	198	22	.	.	PUNCT
aad-647	199	1	john	john	PROPN
aad-647	199	2	wiley	wiley	PROPN
aad-647	199	3	&	&	CCONJ
aad-647	199	4	sons	son	NOUN
aad-647	199	5	.	.	PUNCT
aad-647	200	1	doran	doran	PROPN
aad-647	200	2	,	,	PUNCT
aad-647	200	3	e.	e.	PROPN
aad-647	200	4	m.	m.	PROPN
aad-647	200	5	,	,	PUNCT
aad-647	200	6	zia	zia	PROPN
aad-647	200	7	,	,	PUNCT
aad-647	200	8	a.	a.	PROPN
aad-647	200	9	,	,	PUNCT
aad-647	200	10	hurley	hurley	PROPN
aad-647	200	11	,	,	PUNCT
aad-647	200	12	s.	s.	PROPN
aad-647	200	13	e.	e.	PROPN
aad-647	200	14	,	,	PUNCT
aad-647	200	15	tsai	tsai	PROPN
aad-647	200	16	,	,	PUNCT
aad-647	200	17	y.	y.	PROPN
aad-647	200	18	,	,	PUNCT
aad-647	200	19	koliba	koliba	PROPN
aad-647	200	20	,	,	PUNCT
aad-647	200	21	c.	c.	NOUN
aad-647	200	22	,	,	PUNCT
aad-647	200	23	adair	adair	PROPN
aad-647	200	24	,	,	PUNCT
aad-647	200	25	c.	c.	PROPN
aad-647	200	26	,	,	PUNCT
aad-647	200	27	schattman	schattman	PROPN
aad-647	200	28	,	,	PUNCT
aad-647	200	29	r.	r.	PROPN
aad-647	200	30	e.	e.	PROPN
aad-647	200	31	,	,	PUNCT
aad-647	200	32	rizzo	rizzo	PROPN
aad-647	200	33	,	,	PUNCT
aad-647	200	34	d.	d.	PROPN
aad-647	200	35	m.	m.	PROPN
aad-647	200	36	,	,	PUNCT
aad-647	200	37	&	&	CCONJ
aad-647	200	38	méndez	méndez	PROPN
aad-647	200	39	,	,	PUNCT
aad-647	200	40	v.	v.	PROPN
aad-647	200	41	e.	e.	PROPN
aad-647	200	42	(	(	PUNCT
aad-647	200	43	2020	2020	NUM
aad-647	200	44	)	)	PUNCT
aad-647	200	45	.	.	PUNCT
aad-647	201	1	social	social	ADJ
aad-647	201	2	-	-	PUNCT
aad-647	201	3	psychological	psychological	ADJ
aad-647	201	4	determinants	determinant	NOUN
aad-647	201	5	of	of	ADP
aad-647	201	6	farmer	farmer	NOUN
aad-647	201	7	intention	intention	NOUN
aad-647	201	8	to	to	PART
aad-647	201	9	adopt	adopt	VERB
aad-647	201	10	nutrient	nutrient	ADJ
aad-647	201	11	best	good	ADJ
aad-647	201	12	management	management	NOUN
aad-647	201	13	practices	practice	NOUN
aad-647	201	14	:	:	PUNCT
aad-647	201	15	implications	implication	NOUN
aad-647	201	16	for	for	ADP
aad-647	201	17	resilient	resilient	ADJ
aad-647	201	18	adaptation	adaptation	NOUN
aad-647	201	19	to	to	PART
aad-647	201	20	climate	climate	NOUN
aad-647	201	21	change	change	NOUN
aad-647	201	22	.	.	PUNCT
aad-647	202	1	journal	journal	NOUN
aad-647	202	2	of	of	ADP
aad-647	202	3	environmental	environmental	ADJ
aad-647	202	4	management	management	NOUN
aad-647	202	5	,	,	PUNCT
aad-647	202	6	276	276	NUM
aad-647	202	7	,	,	PUNCT
aad-647	202	8	111304	111304	NUM
aad-647	202	9	.	.	PUNCT
aad-647	203	1	https://doi.org/10.1016/j.jenvman.2020.111304	https://doi.org/10.1016/j.jenvman.2020.111304	PROPN
aad-647	203	2	edison	edison	PROPN
aad-647	203	3	,	,	PUNCT
aad-647	203	4	s.	s.	PROPN
aad-647	203	5	w.	w.	PROPN
aad-647	203	6	,	,	PUNCT
aad-647	203	7	&	&	CCONJ
aad-647	203	8	geissler	geissler	PROPN
aad-647	203	9	,	,	PUNCT
aad-647	203	10	g.	g.	PROPN
aad-647	203	11	l.	l.	PROPN
aad-647	203	12	(	(	PUNCT
aad-647	203	13	2003	2003	NUM
aad-647	203	14	)	)	PUNCT
aad-647	203	15	.	.	PUNCT
aad-647	204	1	measuring	measure	VERB
aad-647	204	2	attitudes	attitude	NOUN
aad-647	204	3	towards	towards	ADP
aad-647	204	4	general	general	ADJ
aad-647	204	5	technology	technology	NOUN
aad-647	204	6	:	:	PUNCT
aad-647	204	7	antecedents	antecedent	NOUN
aad-647	204	8	,	,	PUNCT
aad-647	204	9	hypotheses	hypothesis	NOUN
aad-647	204	10	,	,	PUNCT
aad-647	204	11	and	and	CCONJ
aad-647	204	12	scale	scale	NOUN
aad-647	204	13	development	development	NOUN
aad-647	204	14	.	.	PUNCT
aad-647	205	1	journal	journal	PROPN
aad-647	205	2	of	of	ADP
aad-647	205	3	targeting	targeting	NOUN
aad-647	205	4	,	,	PUNCT
aad-647	205	5	measurement	measurement	NOUN
aad-647	205	6	,	,	PUNCT
aad-647	205	7	and	and	CCONJ
aad-647	205	8	analysis	analysis	NOUN
aad-647	205	9	for	for	ADP
aad-647	205	10	marketing	marketing	NOUN
aad-647	205	11	,	,	PUNCT
aad-647	205	12	12	12	NUM
aad-647	205	13	,	,	PUNCT
aad-647	205	14	137	137	NUM
aad-647	205	15	-	-	SYM
aad-647	205	16	156	156	NUM
aad-647	205	17	.	.	PUNCT
aad-647	206	1	https://doi.org/10.1057%2fpalgrave.jt.5740104	https://doi.org/10.1057%2fpalgrave.jt.5740104	PROPN
aad-647	206	2	hosmer	hosmer	PROPN
aad-647	206	3	,	,	PUNCT
aad-647	206	4	d.	d.	PROPN
aad-647	206	5	w.	w.	PROPN
aad-647	206	6	,	,	PUNCT
aad-647	206	7	lemeshow	lemeshow	PROPN
aad-647	206	8	,	,	PUNCT
aad-647	206	9	s.	s.	PROPN
aad-647	206	10	,	,	PUNCT
aad-647	206	11	&	&	CCONJ
aad-647	206	12	sturdivant	sturdivant	PROPN
aad-647	206	13	,	,	PUNCT
aad-647	206	14	r.	r.	PROPN
aad-647	206	15	x.	x.	PROPN
aad-647	206	16	(	(	PUNCT
aad-647	206	17	2013	2013	NUM
aad-647	206	18	)	)	PUNCT
aad-647	206	19	.	.	PUNCT
aad-647	207	1	applied	apply	VERB
aad-647	207	2	logistic	logistic	ADJ
aad-647	207	3	regression	regression	NOUN
aad-647	207	4	.	.	PUNCT
aad-647	208	1	john	john	PROPN
aad-647	208	2	wiley	wiley	PROPN
aad-647	208	3	&	&	CCONJ
aad-647	208	4	sons	son	NOUN
aad-647	208	5	.	.	PUNCT
aad-647	209	1	https://doi.org/10.1002/9781118548387	https://doi.org/10.1002/9781118548387	PROPN
aad-647	209	2	karlan	karlan	PROPN
aad-647	209	3	,	,	PUNCT
aad-647	209	4	d.	d.	PROPN
aad-647	209	5	,	,	PUNCT
aad-647	209	6	osei	osei	PROPN
aad-647	209	7	,	,	PUNCT
aad-647	209	8	r.	r.	PROPN
aad-647	209	9	,	,	PUNCT
aad-647	209	10	osei	osei	PROPN
aad-647	209	11	-	-	PUNCT
aad-647	209	12	akoto	akoto	PROPN
aad-647	209	13	,	,	PUNCT
aad-647	209	14	i.	i.	NOUN
aad-647	209	15	,	,	PUNCT
aad-647	209	16	&	&	CCONJ
aad-647	209	17	udry	udry	ADJ
aad-647	209	18	,	,	PUNCT
aad-647	209	19	c.	c.	PROPN
aad-647	209	20	(	(	PUNCT
aad-647	209	21	2014	2014	NUM
aad-647	209	22	)	)	PUNCT
aad-647	209	23	.	.	PUNCT
aad-647	210	1	agricultural	agricultural	ADJ
aad-647	210	2	decisions	decision	NOUN
aad-647	210	3	after	after	ADP
aad-647	210	4	relaxing	relax	VERB
aad-647	210	5	credit	credit	NOUN
aad-647	210	6	and	and	CCONJ
aad-647	210	7	risk	risk	NOUN
aad-647	210	8	constraints	constraint	NOUN
aad-647	210	9	.	.	PUNCT
aad-647	211	1	the	the	DET
aad-647	211	2	quarterly	quarterly	ADJ
aad-647	211	3	journal	journal	NOUN
aad-647	211	4	of	of	ADP
aad-647	211	5	economics	economic	NOUN
aad-647	211	6	,	,	PUNCT
aad-647	211	7	129(2	129(2	NUM
aad-647	211	8	)	)	PUNCT
aad-647	211	9	,	,	PUNCT
aad-647	211	10	597	597	NUM
aad-647	211	11	-	-	SYM
aad-647	211	12	652	652	NUM
aad-647	211	13	.	.	PUNCT
aad-647	212	1	https://doi.org/10.1093/qje/qju002	https://doi.org/10.1093/qje/qju002	PROPN
aad-647	212	2	kinyangi	kinyangi	NOUN
aad-647	212	3	,	,	PUNCT
aad-647	212	4	a.	a.	NOUN
aad-647	212	5	a.	a.	NOUN
aad-647	212	6	(	(	PUNCT
aad-647	212	7	2014	2014	NUM
aad-647	212	8	)	)	PUNCT
aad-647	212	9	.	.	PUNCT
aad-647	213	1	factors	factor	NOUN
aad-647	213	2	influencing	influence	VERB
aad-647	213	3	the	the	DET
aad-647	213	4	adoption	adoption	NOUN
aad-647	213	5	of	of	ADP
aad-647	213	6	agricultural	agricultural	ADJ
aad-647	213	7	technology	technology	NOUN
aad-647	213	8	among	among	ADP
aad-647	213	9	smallholder	smallholder	NOUN
aad-647	213	10	farmers	farmer	NOUN
aad-647	213	11	in	in	ADP
aad-647	213	12	kakamega	kakamega	PROPN
aad-647	213	13	north	north	PROPN
aad-647	213	14	sub	sub	PROPN
aad-647	213	15	-	-	NOUN
aad-647	213	16	county	county	NOUN
aad-647	213	17	,	,	PUNCT
aad-647	213	18	kenya	kenya	PROPN
aad-647	214	1	[	[	X
aad-647	214	2	doctoral	doctoral	ADJ
aad-647	214	3	dissertation	dissertation	NOUN
aad-647	214	4	,	,	PUNCT
aad-647	214	5	university	university	NOUN
aad-647	214	6	ofrobi	ofrobi	NOUN
aad-647	214	7	]	]	PUNCT
aad-647	214	8	.	.	PUNCT
aad-647	215	1	https://erepository.uonbi.ac.ke/handle/11295/76086	https://erepository.uonbi.ac.ke/handle/11295/76086	NUM
aad-647	215	2	li	li	PROPN
aad-647	215	3	,	,	PUNCT
aad-647	215	4	h.	h.	PROPN
aad-647	215	5	,	,	PUNCT
aad-647	215	6	huang	huang	PROPN
aad-647	215	7	,	,	PUNCT
aad-647	215	8	d.	d.	PROPN
aad-647	215	9	,	,	PUNCT
aad-647	215	10	ma	ma	PROPN
aad-647	215	11	,	,	PUNCT
aad-647	215	12	q.	q.	PROPN
aad-647	215	13	,	,	PUNCT
aad-647	215	14	qi	qi	PROPN
aad-647	215	15	,	,	PUNCT
aad-647	215	16	w.	w.	PROPN
aad-647	215	17	,	,	PUNCT
aad-647	215	18	&	&	CCONJ
aad-647	215	19	li	li	PROPN
aad-647	215	20	,	,	PUNCT
aad-647	215	21	h.	h.	PROPN
aad-647	215	22	(	(	PUNCT
aad-647	215	23	2019	2019	NUM
aad-647	215	24	)	)	PUNCT
aad-647	215	25	.	.	PUNCT
aad-647	216	1	factors	factor	NOUN
aad-647	216	2	influencing	influence	VERB
aad-647	216	3	the	the	DET
aad-647	216	4	technology	technology	NOUN
aad-647	216	5	adoption	adoption	NOUN
aad-647	216	6	behaviours	behaviour	NOUN
aad-647	216	7	of	of	ADP
aad-647	216	8	litchi	litchi	PROPN
aad-647	216	9	farmers	farmer	NOUN
aad-647	216	10	in	in	ADP
aad-647	216	11	china	china	PROPN
aad-647	216	12	.	.	PUNCT
aad-647	217	1	sustainability	sustainability	NOUN
aad-647	217	2	,	,	PUNCT
aad-647	217	3	12(1	12(1	NUM
aad-647	217	4	)	)	PUNCT
aad-647	217	5	,	,	PUNCT
aad-647	217	6	271	271	NUM
aad-647	217	7	.	.	PUNCT
aad-647	218	1	https://doi.org/10.3390%2fsu12010271	https://doi.org/10.3390%2fsu12010271	PROPN
aad-647	218	2	lindner	lindner	PROPN
aad-647	218	3	,	,	PUNCT
aad-647	218	4	j.	j.	PROPN
aad-647	218	5	r.	r.	PROPN
aad-647	218	6	(	(	PUNCT
aad-647	218	7	2002	2002	NUM
aad-647	218	8	)	)	PUNCT
aad-647	218	9	.	.	PUNCT
aad-647	219	1	handling	handling	NOUN
aad-647	219	2	of	of	ADP
aad-647	219	3	nonresponse	nonresponse	NOUN
aad-647	219	4	error	error	NOUN
aad-647	219	5	in	in	ADP
aad-647	219	6	the	the	DET
aad-647	219	7	journal	journal	NOUN
aad-647	219	8	of	of	ADP
aad-647	219	9	international	international	ADJ
aad-647	219	10	agricultural	agricultural	ADJ
aad-647	219	11	and	and	CCONJ
aad-647	219	12	extension	extension	NOUN
aad-647	219	13	education	education	NOUN
aad-647	219	14	.	.	PUNCT
aad-647	220	1	journal	journal	NOUN
aad-647	220	2	of	of	ADP
aad-647	220	3	international	international	ADJ
aad-647	220	4	agricultural	agricultural	ADJ
aad-647	220	5	and	and	CCONJ
aad-647	220	6	extension	extension	NOUN
aad-647	220	7	education	education	NOUN
aad-647	220	8	,	,	PUNCT
aad-647	220	9	9(3	9(3	NUM
aad-647	220	10	)	)	PUNCT
aad-647	220	11	,	,	PUNCT
aad-647	220	12	55–60	55–60	NUM
aad-647	220	13	.	.	PUNCT
aad-647	221	1	https://doi.org/10.5191/jiaee.2002.09307	https://doi.org/10.5191/jiaee.2002.09307	PROPN
aad-647	221	2	lindner	lindner	PROPN
aad-647	221	3	,	,	PUNCT
aad-647	221	4	j.	j.	PROPN
aad-647	221	5	r.	r.	PROPN
aad-647	221	6	,	,	PUNCT
aad-647	221	7	murphy	murphy	PROPN
aad-647	221	8	,	,	PUNCT
aad-647	221	9	t.	t.	PROPN
aad-647	221	10	h.	h.	PROPN
aad-647	221	11	,	,	PUNCT
aad-647	221	12	&	&	CCONJ
aad-647	221	13	briers	brier	NOUN
aad-647	221	14	,	,	PUNCT
aad-647	221	15	g.	g.	PROPN
aad-647	221	16	e.	e.	PROPN
aad-647	221	17	(	(	PUNCT
aad-647	221	18	2001	2001	NUM
aad-647	221	19	)	)	PUNCT
aad-647	221	20	.	.	PUNCT
aad-647	222	1	handling	handle	VERB
aad-647	222	2	nonresponse	nonresponse	NOUN
aad-647	222	3	in	in	ADP
aad-647	222	4	social	social	ADJ
aad-647	222	5	research	research	NOUN
aad-647	222	6	.	.	PUNCT
aad-647	223	1	journal	journal	NOUN
aad-647	223	2	of	of	ADP
aad-647	223	3	agricultural	agricultural	ADJ
aad-647	223	4	education	education	NOUN
aad-647	223	5	,	,	PUNCT
aad-647	223	6	42(4	42(4	PROPN
aad-647	223	7	)	)	PUNCT
aad-647	223	8	,	,	PUNCT
aad-647	223	9	43–53	43–53	NOUN
aad-647	223	10	.	.	PUNCT
aad-647	224	1	https://doi.org/10.5032/jae.2001.04043	https://doi.org/10.5032/jae.2001.04043	PROPN
aad-647	224	2	loevinsohn	loevinsohn	NOUN
aad-647	224	3	,	,	PUNCT
aad-647	224	4	m.	m.	NOUN
aad-647	224	5	,	,	PUNCT
aad-647	224	6	sumberg	sumberg	PROPN
aad-647	224	7	,	,	PUNCT
aad-647	224	8	j.	j.	PROPN
aad-647	224	9	,	,	PUNCT
aad-647	224	10	diagne	diagne	VERB
aad-647	224	11	,	,	PUNCT
aad-647	224	12	a.	a.	PROPN
aad-647	224	13	,	,	PUNCT
aad-647	224	14	&	&	CCONJ
aad-647	224	15	whitfield	whitfield	PROPN
aad-647	224	16	,	,	PUNCT
aad-647	224	17	s.	s.	PROPN
aad-647	224	18	(	(	PUNCT
aad-647	224	19	2013	2013	NUM
aad-647	224	20	)	)	PUNCT
aad-647	224	21	.	.	PUNCT
aad-647	225	1	under	under	ADP
aad-647	225	2	what	what	DET
aad-647	225	3	circumstances	circumstance	NOUN
aad-647	225	4	and	and	CCONJ
aad-647	225	5	conditions	condition	NOUN
aad-647	225	6	does	do	AUX
aad-647	225	7	adoption	adoption	NOUN
aad-647	225	8	of	of	ADP
aad-647	225	9	technology	technology	NOUN
aad-647	225	10	result	result	NOUN
aad-647	225	11	in	in	ADP
aad-647	225	12	increased	increase	VERB
aad-647	225	13	agricultural	agricultural	ADJ
aad-647	225	14	productivity	productivity	NOUN
aad-647	225	15	?	?	PUNCT
aad-647	226	1	a	a	DET
aad-647	226	2	systematic	systematic	ADJ
aad-647	226	3	review	review	NOUN
aad-647	226	4	(	(	PUNCT
aad-647	226	5	version	version	NOUN
aad-647	226	6	1	1	NUM
aad-647	226	7	)	)	PUNCT
aad-647	226	8	.	.	PUNCT
aad-647	227	1	the	the	DET
aad-647	227	2	institute	institute	PROPN
aad-647	227	3	of	of	ADP
aad-647	227	4	development	development	NOUN
aad-647	227	5	studies	study	NOUN
aad-647	227	6	and	and	CCONJ
aad-647	227	7	partner	partner	NOUN
aad-647	227	8	organisations	organisation	NOUN
aad-647	227	9	.	.	PUNCT
aad-647	228	1	https://hdl.handle.net/20.500.12413/3208	https://hdl.handle.net/20.500.12413/3208	VERB
aad-647	228	2	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	228	3	https://doi.org/10.1287%2fmnsc.9.3.458	https://doi.org/10.1287%2fmnsc.9.3.458	PROPN
aad-647	228	4	https://doi.org/10.1016/j.jenvman.2020.111304	https://doi.org/10.1016/j.jenvman.2020.111304	PROPN
aad-647	228	5	https://doi.org/10.1057%2fpalgrave.jt.5740104	https://doi.org/10.1057%2fpalgrave.jt.5740104	PROPN
aad-647	229	1	https://doi.org/10.1002/9781118548387	https://doi.org/10.1002/9781118548387	VERB
aad-647	230	1	https://doi.org/10.1093/qje/qju002	https://doi.org/10.1093/qje/qju002	PROPN
aad-647	230	2	https://erepository.uonbi.ac.ke/handle/11295/76086	https://erepository.uonbi.ac.ke/handle/11295/76086	NOUN
aad-647	230	3	https://doi.org/10.3390%2fsu12010271	https://doi.org/10.3390%2fsu12010271	NOUN
aad-647	230	4	https://doi.org/10.5191/jiaee.2002.09307	https://doi.org/10.5191/jiaee.2002.09307	PROPN
aad-647	230	5	https://doi.org/10.5032/jae.2001.04043	https://doi.org/10.5032/jae.2001.04043	PROPN
aad-647	230	6	https://hdl.handle.net/20.500.12413/3208	https://hdl.handle.net/20.500.12413/3208	PRON
aad-647	230	7	morris	morris	PROPN
aad-647	230	8	et	et	PROPN
aad-647	230	9	al	al	PROPN
aad-647	230	10	.	.	PUNCT
aad-647	230	11	advancements	advancement	NOUN
aad-647	230	12	in	in	ADP
aad-647	230	13	agricultural	agricultural	ADJ
aad-647	230	14	development	development	NOUN
aad-647	230	15	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	230	16	71	71	NUM
aad-647	230	17	mcneish	mcneish	ADJ
aad-647	230	18	,	,	PUNCT
aad-647	230	19	d.	d.	PROPN
aad-647	230	20	(	(	PUNCT
aad-647	230	21	2016	2016	NUM
aad-647	230	22	)	)	PUNCT
aad-647	230	23	.	.	PUNCT
aad-647	231	1	on	on	ADP
aad-647	231	2	using	use	VERB
aad-647	231	3	bayesian	bayesian	NOUN
aad-647	231	4	methods	method	NOUN
aad-647	231	5	to	to	PART
aad-647	231	6	address	address	VERB
aad-647	231	7	small	small	ADJ
aad-647	231	8	sample	sample	NOUN
aad-647	231	9	problems	problem	NOUN
aad-647	231	10	.	.	PUNCT
aad-647	232	1	structural	structural	ADJ
aad-647	232	2	equation	equation	NOUN
aad-647	232	3	modeling	modeling	NOUN
aad-647	232	4	:	:	PUNCT
aad-647	232	5	a	a	DET
aad-647	232	6	multidisciplinary	multidisciplinary	ADJ
aad-647	232	7	journal	journal	NOUN
aad-647	232	8	,	,	PUNCT
aad-647	232	9	23(5	23(5	NUM
aad-647	232	10	)	)	PUNCT
aad-647	232	11	,	,	PUNCT
aad-647	232	12	750	750	NUM
aad-647	232	13	-	-	SYM
aad-647	232	14	773	773	NUM
aad-647	232	15	.	.	PUNCT
aad-647	233	1	https://doi.org/10.1080/10705511.2016.1186549	https://doi.org/10.1080/10705511.2016.1186549	PROPN
aad-647	233	2	meijer	meijer	PROPN
aad-647	233	3	,	,	PUNCT
aad-647	233	4	s.	s.	PROPN
aad-647	233	5	s.	s.	PROPN
aad-647	233	6	,	,	PUNCT
aad-647	233	7	catacutan	catacutan	PROPN
aad-647	233	8	,	,	PUNCT
aad-647	233	9	d.	d.	PROPN
aad-647	233	10	,	,	PUNCT
aad-647	233	11	ajayi	ajayi	PROPN
aad-647	233	12	,	,	PUNCT
aad-647	233	13	o.	o.	PROPN
aad-647	233	14	c.	c.	PROPN
aad-647	233	15	,	,	PUNCT
aad-647	233	16	sileshi	sileshi	PROPN
aad-647	233	17	,	,	PUNCT
aad-647	233	18	g.	g.	PROPN
aad-647	233	19	w.	w.	PROPN
aad-647	233	20	,	,	PUNCT
aad-647	233	21	&	&	CCONJ
aad-647	233	22	nieuwenhuis	nieuwenhuis	PROPN
aad-647	233	23	,	,	PUNCT
aad-647	233	24	m.	m.	NOUN
aad-647	233	25	(	(	PUNCT
aad-647	233	26	2015	2015	NUM
aad-647	233	27	)	)	PUNCT
aad-647	233	28	.	.	PUNCT
aad-647	234	1	the	the	DET
aad-647	234	2	role	role	NOUN
aad-647	234	3	of	of	ADP
aad-647	234	4	knowledge	knowledge	NOUN
aad-647	234	5	,	,	PUNCT
aad-647	234	6	attitudes	attitude	NOUN
aad-647	234	7	,	,	PUNCT
aad-647	234	8	and	and	CCONJ
aad-647	234	9	perceptions	perception	NOUN
aad-647	234	10	in	in	ADP
aad-647	234	11	the	the	DET
aad-647	234	12	uptake	uptake	NOUN
aad-647	234	13	of	of	ADP
aad-647	234	14	agricultural	agricultural	ADJ
aad-647	234	15	and	and	CCONJ
aad-647	234	16	agroforestry	agroforestry	NOUN
aad-647	234	17	innovations	innovation	NOUN
aad-647	234	18	among	among	ADP
aad-647	234	19	smallholder	smallholder	NOUN
aad-647	234	20	farmers	farmer	NOUN
aad-647	234	21	in	in	ADP
aad-647	234	22	sub	sub	ADJ
aad-647	234	23	-	-	ADJ
aad-647	234	24	saharan	saharan	ADJ
aad-647	234	25	africa	africa	PROPN
aad-647	234	26	.	.	PUNCT
aad-647	235	1	international	international	ADJ
aad-647	235	2	journal	journal	PROPN
aad-647	235	3	of	of	ADP
aad-647	235	4	agricultural	agricultural	ADJ
aad-647	235	5	sustainability	sustainability	NOUN
aad-647	235	6	,	,	PUNCT
aad-647	235	7	13(1	13(1	NUM
aad-647	235	8	)	)	PUNCT
aad-647	235	9	,	,	PUNCT
aad-647	235	10	40	40	NUM
aad-647	235	11	-	-	SYM
aad-647	235	12	54	54	NUM
aad-647	235	13	.	.	PUNCT
aad-647	236	1	https://doi.org/10.1080/14735903.2014.912493	https://doi.org/10.1080/14735903.2014.912493	PROPN
aad-647	236	2	mwangi	mwangi	PROPN
aad-647	236	3	,	,	PUNCT
aad-647	236	4	m.	m.	NOUN
aad-647	236	5	,	,	PUNCT
aad-647	236	6	&	&	CCONJ
aad-647	236	7	kariuki	kariuki	PROPN
aad-647	236	8	,	,	PUNCT
aad-647	236	9	s.	s.	PROPN
aad-647	236	10	(	(	PUNCT
aad-647	236	11	2015	2015	NUM
aad-647	236	12	)	)	PUNCT
aad-647	236	13	.	.	PUNCT
aad-647	237	1	factors	factor	NOUN
aad-647	237	2	determining	determine	VERB
aad-647	237	3	adoption	adoption	NOUN
aad-647	237	4	of	of	ADP
aad-647	237	5	new	new	ADJ
aad-647	237	6	agricultural	agricultural	ADJ
aad-647	237	7	technology	technology	NOUN
aad-647	237	8	by	by	ADP
aad-647	237	9	smallholder	smallholder	NOUN
aad-647	237	10	farmers	farmer	NOUN
aad-647	237	11	in	in	ADP
aad-647	237	12	developing	develop	VERB
aad-647	237	13	countries	country	NOUN
aad-647	237	14	.	.	PUNCT
aad-647	238	1	journal	journal	PROPN
aad-647	238	2	of	of	ADP
aad-647	238	3	economics	economic	NOUN
aad-647	238	4	and	and	CCONJ
aad-647	238	5	sustainable	sustainable	ADJ
aad-647	238	6	development	development	NOUN
aad-647	238	7	,	,	PUNCT
aad-647	238	8	6(5	6(5	NUM
aad-647	238	9	)	)	PUNCT
aad-647	238	10	.	.	PUNCT
aad-647	239	1	https://iiste.org/journals/index.php/jeds	https://iiste.org/journals/index.php/jed	NOUN
aad-647	239	2	nyairo	nyairo	PROPN
aad-647	239	3	,	,	PUNCT
aad-647	239	4	n.	n.	PROPN
aad-647	239	5	,	,	PUNCT
aad-647	239	6	pfeiffer	pfeiffer	PROPN
aad-647	239	7	,	,	PUNCT
aad-647	239	8	l.	l.	PROPN
aad-647	239	9	,	,	PUNCT
aad-647	239	10	&	&	CCONJ
aad-647	239	11	russell	russell	PROPN
aad-647	239	12	,	,	PUNCT
aad-647	239	13	m.	m.	NOUN
aad-647	239	14	(	(	PUNCT
aad-647	239	15	2021	2021	NUM
aad-647	239	16	)	)	PUNCT
aad-647	239	17	.	.	PUNCT
aad-647	240	1	smallholder	smallholder	NOUN
aad-647	240	2	farmers	farmer	NOUN
aad-647	240	3	’	’	PART
aad-647	240	4	perceptions	perception	NOUN
aad-647	240	5	of	of	ADP
aad-647	240	6	agricultural	agricultural	ADJ
aad-647	240	7	extension	extension	NOUN
aad-647	240	8	in	in	ADP
aad-647	240	9	adoption	adoption	NOUN
aad-647	240	10	of	of	ADP
aad-647	240	11	new	new	ADJ
aad-647	240	12	technologies	technology	NOUN
aad-647	240	13	in	in	ADP
aad-647	240	14	kakamega	kakamega	PROPN
aad-647	240	15	county	county	PROPN
aad-647	240	16	,	,	PUNCT
aad-647	240	17	kenya	kenya	PROPN
aad-647	240	18	.	.	PUNCT
aad-647	241	1	international	international	ADJ
aad-647	241	2	journal	journal	PROPN
aad-647	241	3	of	of	ADP
aad-647	241	4	agricultural	agricultural	ADJ
aad-647	241	5	extension	extension	NOUN
aad-647	241	6	,	,	PUNCT
aad-647	241	7	9(1	9(1	NUM
aad-647	241	8	)	)	PUNCT
aad-647	241	9	,	,	PUNCT
aad-647	241	10	57	57	NUM
aad-647	241	11	-	-	SYM
aad-647	241	12	68	68	NUM
aad-647	241	13	.	.	PUNCT
aad-647	242	1	https://doi.org/10.33687%2f009.01.3510	https://doi.org/10.33687%2f009.01.3510	PROPN
aad-647	242	2	pannell	pannell	NOUN
aad-647	242	3	,	,	PUNCT
aad-647	242	4	d.	d.	PROPN
aad-647	242	5	j.	j.	PROPN
aad-647	242	6	,	,	PUNCT
aad-647	242	7	marshall	marshall	PROPN
aad-647	242	8	,	,	PUNCT
aad-647	242	9	g.	g.	PROPN
aad-647	242	10	r.	r.	PROPN
aad-647	242	11	,	,	PUNCT
aad-647	242	12	barr	barr	PROPN
aad-647	242	13	,	,	PUNCT
aad-647	242	14	n.	n.	PROPN
aad-647	242	15	,	,	PUNCT
aad-647	242	16	curtis	curtis	PROPN
aad-647	242	17	,	,	PUNCT
aad-647	242	18	a.	a.	PROPN
aad-647	242	19	,	,	PUNCT
aad-647	242	20	vanclay	vanclay	NOUN
aad-647	242	21	,	,	PUNCT
aad-647	242	22	f.	f.	PROPN
aad-647	242	23	,	,	PUNCT
aad-647	242	24	&	&	CCONJ
aad-647	242	25	wilkinson	wilkinson	PROPN
aad-647	242	26	,	,	PUNCT
aad-647	242	27	r.	r.	PROPN
aad-647	242	28	(	(	PUNCT
aad-647	242	29	2006	2006	NUM
aad-647	242	30	)	)	PUNCT
aad-647	242	31	.	.	PUNCT
aad-647	243	1	understanding	understanding	NOUN
aad-647	243	2	and	and	CCONJ
aad-647	243	3	promoting	promote	VERB
aad-647	243	4	adoption	adoption	NOUN
aad-647	243	5	of	of	ADP
aad-647	243	6	conservation	conservation	NOUN
aad-647	243	7	practices	practice	NOUN
aad-647	243	8	by	by	ADP
aad-647	243	9	rural	rural	ADJ
aad-647	243	10	landholders	landholder	NOUN
aad-647	243	11	.	.	PUNCT
aad-647	244	1	australian	australian	ADJ
aad-647	244	2	journal	journal	NOUN
aad-647	244	3	of	of	ADP
aad-647	244	4	experimental	experimental	ADJ
aad-647	244	5	agriculture	agriculture	NOUN
aad-647	244	6	,	,	PUNCT
aad-647	244	7	46(11	46(11	NUM
aad-647	244	8	)	)	PUNCT
aad-647	244	9	,	,	PUNCT
aad-647	244	10	1407	1407	NUM
aad-647	244	11	-	-	SYM
aad-647	244	12	1424	1424	NUM
aad-647	244	13	.	.	PUNCT
aad-647	245	1	https://doi.org/10.1071/ea05037	https://doi.org/10.1071/ea05037	DET
aad-647	245	2	rogers	roger	NOUN
aad-647	245	3	,	,	PUNCT
aad-647	245	4	e.	e.	PROPN
aad-647	245	5	(	(	PUNCT
aad-647	245	6	2003	2003	NUM
aad-647	245	7	)	)	PUNCT
aad-647	245	8	.	.	PUNCT
aad-647	246	1	diffusion	diffusion	NOUN
aad-647	246	2	of	of	ADP
aad-647	246	3	innovations	innovation	NOUN
aad-647	246	4	(	(	PUNCT
aad-647	246	5	5th	5th	ADJ
aad-647	246	6	ed	ed	NOUN
aad-647	246	7	.	.	PUNCT
aad-647	246	8	)	)	PUNCT
aad-647	246	9	.	.	PUNCT
aad-647	247	1	the	the	DET
aad-647	247	2	free	free	ADJ
aad-647	247	3	press	press	NOUN
aad-647	247	4	simon	simon	PROPN
aad-647	247	5	&	&	CCONJ
aad-647	247	6	schuster	schuster	PROPN
aad-647	247	7	inc	inc	PROPN
aad-647	247	8	.	.	PROPN
aad-647	247	9	rogers	rogers	PROPN
aad-647	247	10	,	,	PUNCT
aad-647	247	11	e.	e.	PROPN
aad-647	247	12	m.	m.	PROPN
aad-647	247	13	,	,	PUNCT
aad-647	247	14	singhal	singhal	PROPN
aad-647	247	15	,	,	PUNCT
aad-647	247	16	a.	a.	PROPN
aad-647	247	17	,	,	PUNCT
aad-647	247	18	&	&	CCONJ
aad-647	247	19	quinlan	quinlan	PROPN
aad-647	247	20	,	,	PUNCT
aad-647	247	21	m.	m.	NOUN
aad-647	247	22	m.	m.	NOUN
aad-647	247	23	(	(	PUNCT
aad-647	247	24	2014	2014	NUM
aad-647	247	25	)	)	PUNCT
aad-647	247	26	.	.	PUNCT
aad-647	248	1	diffusion	diffusion	NOUN
aad-647	248	2	of	of	ADP
aad-647	248	3	innovations	innovation	NOUN
aad-647	248	4	.	.	PUNCT
aad-647	249	1	in	in	ADP
aad-647	249	2	an	an	DET
aad-647	249	3	integrated	integrated	ADJ
aad-647	249	4	approach	approach	NOUN
aad-647	249	5	to	to	ADP
aad-647	249	6	communication	communication	NOUN
aad-647	249	7	theory	theory	NOUN
aad-647	249	8	and	and	CCONJ
aad-647	249	9	research	research	NOUN
aad-647	249	10	(	(	PUNCT
aad-647	249	11	pp	pp	ADJ
aad-647	249	12	.	.	PUNCT
aad-647	250	1	432	432	NUM
aad-647	250	2	-	-	SYM
aad-647	250	3	448	448	NUM
aad-647	250	4	)	)	PUNCT
aad-647	250	5	.	.	PUNCT
aad-647	251	1	routledge	routledge	PROPN
aad-647	251	2	.	.	PUNCT
aad-647	252	1	https://doi.org/10.4324%2f9780203710753-35	https://doi.org/10.4324%2f9780203710753-35	PROPN
aad-647	252	2	smith	smith	PROPN
aad-647	252	3	,	,	PUNCT
aad-647	252	4	a.	a.	NOUN
aad-647	252	5	(	(	PUNCT
aad-647	252	6	2012	2012	NUM
aad-647	252	7	)	)	PUNCT
aad-647	252	8	.	.	PUNCT
aad-647	253	1	wealth	wealth	NOUN
aad-647	253	2	of	of	ADP
aad-647	253	3	nations	nation	NOUN
aad-647	253	4	.	.	PUNCT
aad-647	254	1	wordsworth	wordsworth	NOUN
aad-647	254	2	editions	edition	NOUN
aad-647	254	3	.	.	PUNCT
aad-647	255	1	takahashi	takahashi	PROPN
aad-647	255	2	,	,	PUNCT
aad-647	255	3	k.	k.	PROPN
aad-647	255	4	,	,	PUNCT
aad-647	255	5	muraoka	muraoka	PROPN
aad-647	255	6	,	,	PUNCT
aad-647	255	7	r.	r.	PROPN
aad-647	255	8	,	,	PUNCT
aad-647	255	9	&	&	CCONJ
aad-647	255	10	otsuka	otsuka	PROPN
aad-647	255	11	,	,	PUNCT
aad-647	255	12	k.	k.	PROPN
aad-647	255	13	(	(	PUNCT
aad-647	255	14	2020	2020	NUM
aad-647	255	15	)	)	PUNCT
aad-647	255	16	.	.	PUNCT
aad-647	256	1	technology	technology	NOUN
aad-647	256	2	adoption	adoption	NOUN
aad-647	256	3	,	,	PUNCT
aad-647	256	4	impact	impact	NOUN
aad-647	256	5	,	,	PUNCT
aad-647	256	6	and	and	CCONJ
aad-647	256	7	extension	extension	NOUN
aad-647	256	8	in	in	ADP
aad-647	256	9	developing	develop	VERB
aad-647	256	10	countries	country	NOUN
aad-647	256	11	'	'	PART
aad-647	256	12	agriculture	agriculture	NOUN
aad-647	256	13	:	:	PUNCT
aad-647	256	14	a	a	DET
aad-647	256	15	review	review	NOUN
aad-647	256	16	of	of	ADP
aad-647	256	17	the	the	DET
aad-647	256	18	recent	recent	ADJ
aad-647	256	19	literature	literature	NOUN
aad-647	256	20	.	.	PUNCT
aad-647	257	1	agricultural	agricultural	ADJ
aad-647	257	2	economics	economic	NOUN
aad-647	257	3	,	,	PUNCT
aad-647	257	4	51(1	51(1	NUM
aad-647	257	5	)	)	PUNCT
aad-647	257	6	,	,	PUNCT
aad-647	257	7	31	31	NUM
aad-647	257	8	-	-	SYM
aad-647	257	9	45	45	NUM
aad-647	257	10	.	.	PUNCT
aad-647	258	1	https://doi.org/10.1111/agec.12539	https://doi.org/10.1111/agec.12539	PROPN
aad-647	258	2	wright	wright	PROPN
aad-647	258	3	,	,	PUNCT
aad-647	258	4	v.	v.	PROPN
aad-647	258	5	(	(	PUNCT
aad-647	258	6	2004	2004	NUM
aad-647	258	7	)	)	PUNCT
aad-647	258	8	.	.	PUNCT
aad-647	259	1	how	how	SCONJ
aad-647	259	2	do	do	AUX
aad-647	259	3	land	land	NOUN
aad-647	259	4	managers	manager	NOUN
aad-647	259	5	adopt	adopt	VERB
aad-647	259	6	scientific	scientific	ADJ
aad-647	259	7	knowledge	knowledge	NOUN
aad-647	259	8	and	and	CCONJ
aad-647	259	9	technology	technology	NOUN
aad-647	259	10	?	?	PUNCT
aad-647	260	1	contributions	contribution	NOUN
aad-647	260	2	of	of	ADP
aad-647	260	3	the	the	DET
aad-647	260	4	diffusion	diffusion	NOUN
aad-647	260	5	of	of	ADP
aad-647	260	6	innovations	innovation	NOUN
aad-647	260	7	theory	theory	NOUN
aad-647	260	8	.	.	PUNCT
aad-647	261	1	in	in	ADP
aad-647	261	2	:	:	PUNCT
aad-647	261	3	n.	n.	PROPN
aad-647	261	4	munro	munro	PROPN
aad-647	261	5	,	,	PUNCT
aad-647	261	6	p.	p.	PROPN
aad-647	261	7	dearden	dearden	PROPN
aad-647	261	8	,	,	PUNCT
aad-647	262	1	t.	t.	PROPN
aad-647	262	2	b.	b.	PROPN
aad-647	262	3	herman	herman	PROPN
aad-647	262	4	,	,	PUNCT
aad-647	262	5	k.	k.	PROPN
aad-647	262	6	beazley	beazley	PROPN
aad-647	262	7	,	,	PUNCT
aad-647	262	8	&	&	CCONJ
aad-647	262	9	s.	s.	PROPN
aad-647	262	10	bondrup	bondrup	PROPN
aad-647	262	11	-	-	PUNCT
aad-647	262	12	nielson	nielson	PROPN
aad-647	262	13	,	,	PUNCT
aad-647	262	14	(	(	PUNCT
aad-647	262	15	eds	ed	NOUN
aad-647	262	16	.	.	PUNCT
aad-647	262	17	)	)	PUNCT
aad-647	262	18	.	.	PUNCT
aad-647	263	1	making	make	VERB
aad-647	263	2	ecosystem	ecosystem	NOUN
aad-647	263	3	-	-	PUNCT
aad-647	263	4	based	base	VERB
aad-647	263	5	management	management	NOUN
aad-647	263	6	work	work	NOUN
aad-647	263	7	:	:	PUNCT
aad-647	263	8	proceedings	proceeding	NOUN
aad-647	263	9	of	of	ADP
aad-647	263	10	the	the	DET
aad-647	263	11	fifth	fifth	ADJ
aad-647	263	12	international	international	ADJ
aad-647	263	13	conference	conference	NOUN
aad-647	263	14	on	on	ADP
aad-647	263	15	science	science	NOUN
aad-647	263	16	and	and	CCONJ
aad-647	263	17	management	management	NOUN
aad-647	263	18	of	of	ADP
aad-647	263	19	protected	protect	VERB
aad-647	263	20	areas	area	NOUN
aad-647	263	21	.	.	PUNCT
aad-647	264	1	sampaa	sampaa	PROPN
aad-647	264	2	.	.	PUNCT
aad-647	265	1	https://www.fs.usda.gov/rm/pubs_journals/2004/rmrs_2004_wright_v002.pdf	https://www.fs.usda.gov/rm/pubs_journals/2004/rmrs_2004_wright_v002.pdf	X
aad-647	265	2	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	265	3	https://doi.org/10.1080/10705511.2016.1186549	https://doi.org/10.1080/10705511.2016.1186549	PROPN
aad-647	265	4	https://doi.org/10.1080/14735903.2014.912493	https://doi.org/10.1080/14735903.2014.912493	PROPN
aad-647	265	5	https://iiste.org/journals/index.php/jeds	https://iiste.org/journals/index.php/jed	NOUN
aad-647	265	6	https://doi.org/10.33687%2f009.01.3510	https://doi.org/10.33687%2f009.01.3510	PROPN
aad-647	266	1	https://doi.org/10.1071/ea05037	https://doi.org/10.1071/ea05037	NUM
aad-647	266	2	https://doi.org/10.4324%2f9780203710753-35	https://doi.org/10.4324%2f9780203710753-35	ADJ
aad-647	266	3	https://doi.org/10.1111/agec.12539	https://doi.org/10.1111/agec.12539	NOUN
aad-647	266	4	https://www.fs.usda.gov/rm/pubs_journals/2004/rmrs_2004_wright_v002.pdf	https://www.fs.usda.gov/rm/pubs_journals/2004/rmrs_2004_wright_v002.pdf	PART
aad-647	266	5	morris	morris	PROPN
aad-647	266	6	et	et	PROPN
aad-647	266	7	al	al	PROPN
aad-647	266	8	.	.	PUNCT
aad-647	266	9	advancements	advancement	NOUN
aad-647	266	10	in	in	ADP
aad-647	266	11	agricultural	agricultural	ADJ
aad-647	266	12	development	development	NOUN
aad-647	266	13	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	NOUN
aad-647	266	14	72	72	NUM
aad-647	266	15	yaseen	yaseen	NOUN
aad-647	266	16	,	,	PUNCT
aad-647	266	17	m.	m.	NOUN
aad-647	266	18	,	,	PUNCT
aad-647	266	19	manzoor	manzoor	PROPN
aad-647	266	20	,	,	PUNCT
aad-647	266	21	r.	r.	PROPN
aad-647	266	22	,	,	PUNCT
aad-647	266	23	shabbir	shabbir	PROPN
aad-647	266	24	,	,	PUNCT
aad-647	266	25	m.	m.	NOUN
aad-647	266	26	,	,	PUNCT
aad-647	266	27	hussain	hussain	PROPN
aad-647	266	28	,	,	PUNCT
aad-647	266	29	s.	s.	PROPN
aad-647	266	30	,	,	PUNCT
aad-647	266	31	&	&	CCONJ
aad-647	266	32	maqsood	maqsood	PROPN
aad-647	266	33	,	,	PUNCT
aad-647	266	34	a.	a.	NOUN
aad-647	266	35	(	(	PUNCT
aad-647	266	36	2023	2023	NUM
aad-647	266	37	)	)	PUNCT
aad-647	266	38	.	.	PUNCT
aad-647	267	1	a	a	DET
aad-647	267	2	review	review	NOUN
aad-647	267	3	on	on	ADP
aad-647	267	4	adoption	adoption	NOUN
aad-647	267	5	of	of	ADP
aad-647	267	6	technology	technology	NOUN
aad-647	267	7	and	and	CCONJ
aad-647	267	8	its	its	PRON
aad-647	267	9	impact	impact	NOUN
aad-647	267	10	on	on	ADP
aad-647	267	11	agricultural	agricultural	ADJ
aad-647	267	12	productivity	productivity	NOUN
aad-647	267	13	.	.	PUNCT
aad-647	268	1	journal	journal	NOUN
aad-647	268	2	of	of	ADP
aad-647	268	3	agricultural	agricultural	ADJ
aad-647	268	4	sciences	science	NOUN
aad-647	268	5	,	,	PUNCT
aad-647	268	6	18(3	18(3	NUM
aad-647	268	7	)	)	PUNCT
aad-647	268	8	,	,	PUNCT
aad-647	268	9	87	87	NUM
aad-647	268	10	-	-	SYM
aad-647	268	11	98	98	NUM
aad-647	268	12	.	.	PUNCT
aad-647	269	1	https://doi.org/10.3390/su152014792	https://doi.org/10.3390/su152014792	NOUN
aad-647	270	1	©	©	PROPN
aad-647	270	2	2025	2025	NUM
aad-647	270	3	by	by	ADP
aad-647	270	4	authors	author	NOUN
aad-647	270	5	.	.	PUNCT
aad-647	271	1	this	this	DET
aad-647	271	2	article	article	NOUN
aad-647	271	3	is	be	AUX
aad-647	271	4	an	an	DET
aad-647	271	5	open	open	ADJ
aad-647	271	6	access	access	NOUN
aad-647	271	7	article	article	NOUN
aad-647	271	8	distributed	distribute	VERB
aad-647	271	9	under	under	ADP
aad-647	271	10	the	the	DET
aad-647	271	11	terms	term	NOUN
aad-647	271	12	and	and	CCONJ
aad-647	271	13	conditions	condition	NOUN
aad-647	271	14	of	of	ADP
aad-647	271	15	the	the	DET
aad-647	271	16	creative	creative	ADJ
aad-647	271	17	commons	common	NOUN
aad-647	271	18	attribution	attribution	NOUN
aad-647	271	19	license	license	NOUN
aad-647	271	20	(	(	PUNCT
aad-647	271	21	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
aad-647	271	22	)	)	PUNCT
aad-647	271	23	.	.	PUNCT
aad-647	272	1	https://doi.org/10.37433/aad.v6i3.647	https://doi.org/10.37433/aad.v6i3.647	PROPN
aad-647	272	2	https://doi.org/10.3390/su152014792	https://doi.org/10.3390/su152014792	NOUN