id	sid	tid	token	lemma	pos
aad-515	1	1	advancements	advancement	NOUN
aad-515	1	2	in	in	ADP
aad-515	1	3	agricultural	agricultural	ADJ
aad-515	1	4	development	development	NOUN
aad-515	1	5	volume	volume	NOUN
aad-515	1	6	5	5	NUM
aad-515	1	7	,	,	PUNCT
aad-515	1	8	issue	issue	NOUN
aad-515	1	9	4	4	NUM
aad-515	1	10	,	,	PUNCT
aad-515	1	11	2024	2024	NUM
aad-515	1	12	agdevresearch.org	agdevresearch.org	X
aad-515	1	13	1	1	NUM
aad-515	1	14	.	.	PUNCT
aad-515	1	15	donald	donald	PROPN
aad-515	1	16	m.	m.	PROPN
aad-515	1	17	johnson	johnson	PROPN
aad-515	1	18	,	,	PUNCT
aad-515	1	19	university	university	NOUN
aad-515	1	20	professor	professor	NOUN
aad-515	1	21	,	,	PUNCT
aad-515	1	22	university	university	NOUN
aad-515	1	23	of	of	ADP
aad-515	1	24	arkansas	arkansas	PROPN
aad-515	1	25	,	,	PUNCT
aad-515	1	26	e108	e108	PROPN
aad-515	1	27	afls	afls	ADJ
aad-515	1	28	building	building	NOUN
aad-515	1	29	,	,	PUNCT
aad-515	1	30	fayetteville	fayetteville	PROPN
aad-515	1	31	,	,	PUNCT
aad-515	1	32	ar	ar	NOUN
aad-515	1	33	72701	72701	NUM
aad-515	1	34	,	,	PUNCT
aad-515	1	35	dmjohnso@uark.edu	dmjohnso@uark.edu	PROPN
aad-515	1	36	,	,	PUNCT
aad-515	1	37	https://orcid.org/0000-0003-2592-654x	https://orcid.org/0000-0003-2592-654x	PROPN
aad-515	1	38	2	2	NUM
aad-515	1	39	.	.	X
aad-515	1	40	will	will	AUX
aad-515	1	41	doss	doss	PROPN
aad-515	1	42	,	,	PUNCT
aad-515	1	43	assistant	assistant	NOUN
aad-515	1	44	professor	professor	NOUN
aad-515	1	45	,	,	PUNCT
aad-515	1	46	university	university	NOUN
aad-515	1	47	of	of	ADP
aad-515	1	48	arkansas	arkansas	PROPN
aad-515	1	49	,	,	PUNCT
aad-515	1	50	e108	e108	PROPN
aad-515	1	51	afls	afls	ADJ
aad-515	1	52	building	building	NOUN
aad-515	1	53	,	,	PUNCT
aad-515	1	54	fayetteville	fayetteville	PROPN
aad-515	1	55	,	,	PUNCT
aad-515	1	56	ar	ar	NOUN
aad-515	1	57	72701	72701	NUM
aad-515	1	58	,	,	PUNCT
aad-515	1	59	wd009@uark.edu	wd009@uark.edu	NOUN
aad-515	1	60	,	,	PUNCT
aad-515	1	61	https://orcid.org/0000-0002-3163-7528	https://orcid.org/0000-0002-3163-7528	X
aad-515	1	62	3	3	NUM
aad-515	1	63	.	.	PUNCT
aad-515	1	64	christopher	christopher	PROPN
aad-515	1	65	m.	m.	PROPN
aad-515	1	66	estepp	estepp	PROPN
aad-515	1	67	,	,	PUNCT
aad-515	1	68	associate	associate	NOUN
aad-515	1	69	professor	professor	NOUN
aad-515	1	70	,	,	PUNCT
aad-515	1	71	university	university	NOUN
aad-515	1	72	of	of	ADP
aad-515	1	73	arkansas	arkansas	PROPN
aad-515	1	74	,	,	PUNCT
aad-515	1	75	e108	e108	PROPN
aad-515	1	76	afls	afls	ADJ
aad-515	1	77	building	building	NOUN
aad-515	1	78	,	,	PUNCT
aad-515	1	79	fayetteville	fayetteville	PROPN
aad-515	1	80	,	,	PUNCT
aad-515	1	81	ar	ar	NOUN
aad-515	1	82	72701	72701	NUM
aad-515	1	83	,	,	PUNCT
aad-515	1	84	estepp@uark.edu	estepp@uark.edu	PROPN
aad-515	1	85	,	,	PUNCT
aad-515	1	86	https://orcid.org/0000-0001-7268-9044	https://orcid.org/0000-0001-7268-9044	PROPN
aad-515	1	87	4	4	NUM
aad-515	1	88	.	.	PUNCT
aad-515	2	1	henry	henry	PROPN
aad-515	2	2	o.	o.	PROPN
aad-515	2	3	akwah	akwah	PROPN
aad-515	2	4	,	,	PUNCT
aad-515	2	5	precision	precision	NOUN
aad-515	2	6	agriculture	agriculture	NOUN
aad-515	2	7	instructor	instructor	NOUN
aad-515	2	8	,	,	PUNCT
aad-515	2	9	308	308	NUM
aad-515	2	10	asb	asb	NOUN
aad-515	2	11	,	,	PUNCT
aad-515	2	12	university	university	NOUN
aad-515	2	13	of	of	ADP
aad-515	2	14	arkansas	arkansas	PROPN
aad-515	2	15	community	community	PROPN
aad-515	2	16	college	college	PROPN
aad-515	2	17	–	–	PUNCT
aad-515	2	18	batesville	batesville	PROPN
aad-515	2	19	,	,	PUNCT
aad-515	2	20	2005	2005	NUM
aad-515	2	21	white	white	PROPN
aad-515	2	22	drive	drive	PROPN
aad-515	2	23	,	,	PUNCT
aad-515	2	24	batesville	batesville	PROPN
aad-515	2	25	,	,	PUNCT
aad-515	2	26	ar	ar	PROPN
aad-515	2	27	72501	72501	NUM
aad-515	2	28	,	,	PUNCT
aad-515	2	29	henryofosu.akwah@uaccb.edu	henryofosu.akwah@uaccb.edu	PROPN
aad-515	2	30	,	,	PUNCT
aad-515	2	31	https://orcid.org/0009-0007-3164-3614	https://orcid.org/0009-0007-3164-3614	PROPN
aad-515	2	32	5	5	NUM
aad-515	2	33	.	.	PUNCT
aad-515	3	1	george	george	PROPN
aad-515	3	2	w.	w.	PROPN
aad-515	3	3	wardlow	wardlow	PROPN
aad-515	3	4	,	,	PUNCT
aad-515	3	5	professor	professor	NOUN
aad-515	3	6	and	and	CCONJ
aad-515	3	7	head	head	NOUN
aad-515	3	8	,	,	PUNCT
aad-515	3	9	university	university	NOUN
aad-515	3	10	of	of	ADP
aad-515	3	11	arkansas	arkansas	PROPN
aad-515	3	12	,	,	PUNCT
aad-515	3	13	e108	e108	PROPN
aad-515	3	14	afls	afls	ADJ
aad-515	3	15	building	building	NOUN
aad-515	3	16	,	,	PUNCT
aad-515	3	17	fayetteville	fayetteville	PROPN
aad-515	3	18	,	,	PUNCT
aad-515	3	19	ar	ar	NOUN
aad-515	3	20	72701	72701	NUM
aad-515	3	21	,	,	PUNCT
aad-515	3	22	wardlow@uark.edu	wardlow@uark.edu	PROPN
aad-515	3	23	,	,	PUNCT
aad-515	3	24	https://orcid.org/0000-0001-5701-8250	https://orcid.org/0000-0001-5701-8250	VERB
aad-515	3	25	42	42	NUM
aad-515	3	26	a	a	DET
aad-515	3	27	discrepancy	discrepancy	NOUN
aad-515	3	28	in	in	ADP
aad-515	3	29	discrepancy	discrepancy	NOUN
aad-515	3	30	scores	score	NOUN
aad-515	3	31	?	?	PUNCT
aad-515	4	1	comparing	compare	VERB
aad-515	4	2	the	the	DET
aad-515	4	3	borich	borich	NOUN
aad-515	4	4	and	and	CCONJ
aad-515	4	5	ranked	rank	VERB
aad-515	4	6	discrepancy	discrepancy	NOUN
aad-515	4	7	models	model	NOUN
aad-515	4	8	for	for	ADP
aad-515	4	9	determining	determine	VERB
aad-515	4	10	professional	professional	ADJ
aad-515	4	11	development	development	NOUN
aad-515	4	12	needs	need	VERB
aad-515	4	13	d.	d.	PROPN
aad-515	4	14	m.	m.	PROPN
aad-515	4	15	johnson1	johnson1	PROPN
aad-515	4	16	,	,	PUNCT
aad-515	4	17	w.	w.	PROPN
aad-515	4	18	doss2	doss2	PROPN
aad-515	4	19	,	,	PUNCT
aad-515	4	20	c	c	X
aad-515	4	21	,	,	PUNCT
aad-515	4	22	m.	m.	NOUN
aad-515	4	23	estepp3	estepp3	PROPN
aad-515	4	24	,	,	PUNCT
aad-515	4	25	h.	h.	PROPN
aad-515	4	26	o.	o.	PROPN
aad-515	4	27	akwah4	akwah4	PROPN
aad-515	4	28	,	,	PUNCT
aad-515	5	1	g.	g.	PROPN
aad-515	5	2	w.	w.	PROPN
aad-515	5	3	wardlow5	wardlow5	PROPN
aad-515	5	4	article	article	PROPN
aad-515	5	5	history	history	NOUN
aad-515	5	6	received	receive	VERB
aad-515	5	7	:	:	PUNCT
aad-515	5	8	june	june	PROPN
aad-515	5	9	18	18	NUM
aad-515	5	10	,	,	PUNCT
aad-515	5	11	2024	2024	NUM
aad-515	5	12	accepted	accept	VERB
aad-515	5	13	:	:	PUNCT
aad-515	5	14	september	september	PROPN
aad-515	5	15	30	30	NUM
aad-515	5	16	,	,	PUNCT
aad-515	5	17	2024	2024	NUM
aad-515	5	18	published	publish	VERB
aad-515	5	19	:	:	PUNCT
aad-515	5	20	november	november	PROPN
aad-515	5	21	6	6	NUM
aad-515	5	22	,	,	PUNCT
aad-515	5	23	2024	2024	NUM
aad-515	5	24	keywords	keyword	NOUN
aad-515	5	25	measurement	measurement	NOUN
aad-515	5	26	theory	theory	NOUN
aad-515	5	27	;	;	PUNCT
aad-515	5	28	statistical	statistical	ADJ
aad-515	5	29	theory	theory	NOUN
aad-515	5	30	;	;	PUNCT
aad-515	5	31	research	research	NOUN
aad-515	5	32	methods	method	NOUN
aad-515	5	33	;	;	PUNCT
aad-515	5	34	sdg	sdg	NOUN
aad-515	5	35	4	4	NUM
aad-515	5	36	:	:	PUNCT
aad-515	5	37	quality	quality	NOUN
aad-515	5	38	education	education	NOUN
aad-515	5	39	.	.	PUNCT
aad-515	6	1	abstract	abstract	ADJ
aad-515	6	2	the	the	DET
aad-515	6	3	borich	borich	NOUN
aad-515	6	4	(	(	PUNCT
aad-515	6	5	1980	1980	NUM
aad-515	6	6	)	)	PUNCT
aad-515	6	7	model	model	NOUN
aad-515	6	8	has	have	AUX
aad-515	6	9	been	be	AUX
aad-515	6	10	widely	widely	ADV
aad-515	6	11	used	use	VERB
aad-515	6	12	to	to	PART
aad-515	6	13	determine	determine	VERB
aad-515	6	14	professional	professional	ADJ
aad-515	6	15	development	development	NOUN
aad-515	6	16	(	(	PUNCT
aad-515	6	17	pd	pd	NOUN
aad-515	6	18	)	)	PUNCT
aad-515	6	19	needs	need	NOUN
aad-515	6	20	of	of	ADP
aad-515	6	21	school	school	NOUN
aad-515	6	22	-	-	PUNCT
aad-515	6	23	based	base	VERB
aad-515	6	24	agricultural	agricultural	ADJ
aad-515	6	25	education	education	NOUN
aad-515	6	26	(	(	PUNCT
aad-515	6	27	sbae	sbae	ADJ
aad-515	6	28	)	)	PUNCT
aad-515	6	29	teachers	teacher	NOUN
aad-515	6	30	over	over	ADP
aad-515	6	31	the	the	DET
aad-515	6	32	past	past	ADJ
aad-515	6	33	40	40	NUM
aad-515	6	34	-	-	PUNCT
aad-515	6	35	plus	plus	CCONJ
aad-515	6	36	years	year	NOUN
aad-515	6	37	.	.	PUNCT
aad-515	7	1	however	however	ADV
aad-515	7	2	,	,	PUNCT
aad-515	7	3	recent	recent	ADJ
aad-515	7	4	criticism	criticism	NOUN
aad-515	7	5	,	,	PUNCT
aad-515	7	6	primarily	primarily	ADV
aad-515	7	7	focused	focus	VERB
aad-515	7	8	on	on	ADP
aad-515	7	9	a	a	DET
aad-515	7	10	purported	purport	VERB
aad-515	7	11	statistical	statistical	ADJ
aad-515	7	12	issue	issue	NOUN
aad-515	7	13	,	,	PUNCT
aad-515	7	14	has	have	AUX
aad-515	7	15	led	lead	VERB
aad-515	7	16	to	to	ADP
aad-515	7	17	development	development	NOUN
aad-515	7	18	of	of	ADP
aad-515	7	19	the	the	DET
aad-515	7	20	ranked	rank	VERB
aad-515	7	21	discrepancy	discrepancy	NOUN
aad-515	7	22	model	model	NOUN
aad-515	7	23	[	[	X
aad-515	7	24	rdm	rdm	PROPN
aad-515	7	25	(	(	PUNCT
aad-515	7	26	narine	narine	PROPN
aad-515	7	27	&	&	CCONJ
aad-515	7	28	harder	hard	ADJ
aad-515	7	29	,	,	PUNCT
aad-515	7	30	2021	2021	NUM
aad-515	7	31	)	)	PUNCT
aad-515	7	32	]	]	PUNCT
aad-515	7	33	as	as	ADP
aad-515	7	34	a	a	DET
aad-515	7	35	potential	potential	ADJ
aad-515	7	36	alternative	alternative	NOUN
aad-515	7	37	.	.	PUNCT
aad-515	8	1	this	this	DET
aad-515	8	2	article	article	NOUN
aad-515	8	3	provides	provide	VERB
aad-515	8	4	perspective	perspective	NOUN
aad-515	8	5	on	on	ADP
aad-515	8	6	the	the	DET
aad-515	8	7	statistical	statistical	ADJ
aad-515	8	8	issue	issue	NOUN
aad-515	8	9	in	in	ADP
aad-515	8	10	question	question	NOUN
aad-515	8	11	and	and	CCONJ
aad-515	8	12	compares	compare	VERB
aad-515	8	13	the	the	DET
aad-515	8	14	results	result	NOUN
aad-515	8	15	of	of	ADP
aad-515	8	16	using	use	VERB
aad-515	8	17	the	the	DET
aad-515	8	18	borich	borich	ADJ
aad-515	8	19	model	model	NOUN
aad-515	8	20	and	and	CCONJ
aad-515	8	21	the	the	DET
aad-515	8	22	rdm	rdm	NOUN
aad-515	8	23	to	to	PART
aad-515	8	24	assess	assess	VERB
aad-515	8	25	precision	precision	NOUN
aad-515	8	26	agriculture	agriculture	NOUN
aad-515	8	27	(	(	PUNCT
aad-515	8	28	pa	pa	PROPN
aad-515	8	29	)	)	PUNCT
aad-515	8	30	pd	pd	PROPN
aad-515	8	31	needs	need	NOUN
aad-515	8	32	of	of	ADP
aad-515	8	33	arkansas	arkansas	PROPN
aad-515	8	34	sbae	sbae	ADJ
aad-515	8	35	teachers	teacher	NOUN
aad-515	8	36	(	(	PUNCT
aad-515	8	37	n	n	NOUN
aad-515	8	38	=	=	NUM
aad-515	8	39	44	44	NUM
aad-515	8	40	)	)	PUNCT
aad-515	8	41	.	.	PUNCT
aad-515	9	1	our	our	PRON
aad-515	9	2	quantitative	quantitative	ADJ
aad-515	9	3	results	result	NOUN
aad-515	9	4	indicated	indicate	VERB
aad-515	9	5	the	the	DET
aad-515	9	6	two	two	NUM
aad-515	9	7	models	model	NOUN
aad-515	9	8	produced	produce	VERB
aad-515	9	9	different	different	ADJ
aad-515	9	10	pd	pd	NOUN
aad-515	9	11	priorities	priority	NOUN
aad-515	9	12	,	,	PUNCT
aad-515	9	13	especially	especially	ADV
aad-515	9	14	among	among	ADP
aad-515	9	15	the	the	DET
aad-515	9	16	highest	high	ADJ
aad-515	9	17	rated	rate	VERB
aad-515	9	18	priorities	priority	NOUN
aad-515	9	19	.	.	PUNCT
aad-515	10	1	the	the	DET
aad-515	10	2	mean	mean	NOUN
aad-515	10	3	weighted	weight	VERB
aad-515	10	4	discrepancy	discrepancy	NOUN
aad-515	10	5	scores	score	NOUN
aad-515	10	6	[	[	X
aad-515	10	7	mwdss	mwdss	X
aad-515	10	8	(	(	PUNCT
aad-515	10	9	borich	borich	ADJ
aad-515	10	10	model	model	NOUN
aad-515	10	11	)	)	PUNCT
aad-515	10	12	]	]	PUNCT
aad-515	10	13	and	and	CCONJ
aad-515	10	14	the	the	DET
aad-515	10	15	ranked	rank	VERB
aad-515	10	16	discrepancy	discrepancy	NOUN
aad-515	10	17	scores	score	NOUN
aad-515	10	18	[	[	X
aad-515	10	19	rdss	rdss	NOUN
aad-515	10	20	(	(	PUNCT
aad-515	10	21	rdm	rdm	PROPN
aad-515	10	22	)	)	PUNCT
aad-515	10	23	]	]	PUNCT
aad-515	10	24	had	have	VERB
aad-515	10	25	a	a	DET
aad-515	10	26	shared	share	VERB
aad-515	10	27	variance	variance	NOUN
aad-515	10	28	of	of	ADP
aad-515	10	29	54.8	54.8	NUM
aad-515	10	30	%	%	NOUN
aad-515	10	31	;	;	PUNCT
aad-515	10	32	the	the	DET
aad-515	10	33	pd	pd	PROPN
aad-515	10	34	priority	priority	NOUN
aad-515	10	35	rankings	ranking	NOUN
aad-515	10	36	established	establish	VERB
aad-515	10	37	by	by	ADP
aad-515	10	38	the	the	DET
aad-515	10	39	two	two	NUM
aad-515	10	40	methods	method	NOUN
aad-515	10	41	had	have	VERB
aad-515	10	42	a	a	DET
aad-515	10	43	shared	share	VERB
aad-515	10	44	variance	variance	NOUN
aad-515	10	45	of	of	ADP
aad-515	10	46	47.6	47.6	NUM
aad-515	10	47	%	%	NOUN
aad-515	10	48	.	.	PUNCT
aad-515	11	1	additionally	additionally	ADV
aad-515	11	2	,	,	PUNCT
aad-515	11	3	the	the	DET
aad-515	11	4	number	number	NOUN
aad-515	11	5	of	of	ADP
aad-515	11	6	tied	tie	VERB
aad-515	11	7	priorities	priority	NOUN
aad-515	11	8	with	with	ADP
aad-515	11	9	the	the	DET
aad-515	11	10	rdm	rdm	PROPN
aad-515	11	11	complicated	complicate	VERB
aad-515	11	12	identifying	identify	VERB
aad-515	11	13	priority	priority	NOUN
aad-515	11	14	pd	pd	NOUN
aad-515	11	15	workshop	workshop	NOUN
aad-515	11	16	topics	topic	NOUN
aad-515	11	17	.	.	PUNCT
aad-515	12	1	we	we	PRON
aad-515	12	2	recommend	recommend	VERB
aad-515	12	3	further	further	ADJ
aad-515	12	4	research	research	NOUN
aad-515	12	5	and	and	CCONJ
aad-515	12	6	dialogue	dialogue	NOUN
aad-515	12	7	before	before	ADP
aad-515	12	8	wholesale	wholesale	ADJ
aad-515	12	9	abandonment	abandonment	NOUN
aad-515	12	10	of	of	ADP
aad-515	12	11	the	the	DET
aad-515	12	12	borich	borich	ADJ
aad-515	12	13	model	model	NOUN
aad-515	12	14	for	for	ADP
aad-515	12	15	the	the	DET
aad-515	12	16	rdm	rdm	PROPN
aad-515	12	17	as	as	ADP
aad-515	12	18	a	a	DET
aad-515	12	19	method	method	NOUN
aad-515	12	20	of	of	ADP
aad-515	12	21	determining	determine	VERB
aad-515	12	22	pd	pd	NOUN
aad-515	12	23	needs	need	NOUN
aad-515	12	24	.	.	PUNCT
aad-515	13	1	mailto:dmjohnso@uark.edu	mailto:dmjohnso@uark.edu	PROPN
aad-515	13	2	https://orcid.org/0000-0003-2592-654x	https://orcid.org/0000-0003-2592-654x	PROPN
aad-515	14	1	mailto:wd009@uark.edu	mailto:wd009@uark.edu	PROPN
aad-515	14	2	https://orcid.org/0000-0002-3163-7528	https://orcid.org/0000-0002-3163-7528	AUX
aad-515	14	3	mailto:estepp@uark.edu	mailto:estepp@uark.edu	PROPN
aad-515	14	4	https://orcid.org/0000-0001-7268-9044	https://orcid.org/0000-0001-7268-9044	PROPN
aad-515	14	5	mailto:henryofosu.akwah@uaccb.edu	mailto:henryofosu.akwah@uaccb.edu	PROPN
aad-515	14	6	https://orcid.org/0009-0007-3164-3614	https://orcid.org/0009-0007-3164-3614	PROPN
aad-515	14	7	mailto:wardlow@uark.edu	mailto:wardlow@uark.edu	PROPN
aad-515	14	8	https://orcid.org/0000-0001-5701-8250	https://orcid.org/0000-0001-5701-8250	PROPN
aad-515	14	9	johnson	johnson	PROPN
aad-515	14	10	et	et	PROPN
aad-515	14	11	al	al	PROPN
aad-515	14	12	.	.	PROPN
aad-515	14	13	advancements	advancement	NOUN
aad-515	14	14	in	in	ADP
aad-515	14	15	agricultural	agricultural	ADJ
aad-515	14	16	development	development	NOUN
aad-515	14	17	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	14	18	43	43	NUM
aad-515	14	19	introduction	introduction	NOUN
aad-515	14	20	beginning	begin	VERB
aad-515	14	21	with	with	ADP
aad-515	14	22	barrick	barrick	PROPN
aad-515	14	23	et	et	PROPN
aad-515	14	24	al	al	PROPN
aad-515	14	25	.	.	PROPN
aad-515	14	26	(	(	PUNCT
aad-515	14	27	1983	1983	NUM
aad-515	14	28	)	)	PUNCT
aad-515	14	29	,	,	PUNCT
aad-515	14	30	the	the	DET
aad-515	14	31	borich	borich	NOUN
aad-515	14	32	(	(	PUNCT
aad-515	14	33	1980	1980	NUM
aad-515	14	34	)	)	PUNCT
aad-515	14	35	needs	need	VERB
aad-515	14	36	assessment	assessment	NOUN
aad-515	14	37	model	model	NOUN
aad-515	14	38	has	have	AUX
aad-515	14	39	been	be	AUX
aad-515	14	40	widely	widely	ADV
aad-515	14	41	used	use	VERB
aad-515	14	42	to	to	PART
aad-515	14	43	determine	determine	VERB
aad-515	14	44	the	the	DET
aad-515	14	45	professional	professional	ADJ
aad-515	14	46	development	development	NOUN
aad-515	14	47	(	(	PUNCT
aad-515	14	48	pd	pd	NOUN
aad-515	14	49	)	)	PUNCT
aad-515	14	50	needs	need	NOUN
aad-515	14	51	of	of	ADP
aad-515	14	52	school	school	NOUN
aad-515	14	53	-	-	PUNCT
aad-515	14	54	based	base	VERB
aad-515	14	55	agricultural	agricultural	ADJ
aad-515	14	56	education	education	NOUN
aad-515	14	57	(	(	PUNCT
aad-515	14	58	sbae	sbae	ADJ
aad-515	14	59	)	)	PUNCT
aad-515	14	60	teachers	teacher	NOUN
aad-515	14	61	(	(	PUNCT
aad-515	14	62	garton	garton	PROPN
aad-515	14	63	&	&	CCONJ
aad-515	14	64	chung	chung	PROPN
aad-515	14	65	,	,	PUNCT
aad-515	14	66	1997	1997	NUM
aad-515	14	67	;	;	PUNCT
aad-515	14	68	johnson	johnson	PROPN
aad-515	14	69	et	et	PROPN
aad-515	14	70	al	al	PROPN
aad-515	14	71	.	.	PROPN
aad-515	14	72	,	,	PUNCT
aad-515	14	73	1990	1990	NUM
aad-515	14	74	;	;	PUNCT
aad-515	14	75	newman	newman	PROPN
aad-515	14	76	&	&	CCONJ
aad-515	14	77	johnson	johnson	PROPN
aad-515	14	78	,	,	PUNCT
aad-515	14	79	1994	1994	NUM
aad-515	14	80	;	;	PUNCT
aad-515	14	81	smalley	smalley	PROPN
aad-515	14	82	et	et	PROPN
aad-515	14	83	al	al	PROPN
aad-515	14	84	.	.	PROPN
aad-515	14	85	,	,	PUNCT
aad-515	14	86	2019	2019	NUM
aad-515	14	87	)	)	PUNCT
aad-515	14	88	.	.	PUNCT
aad-515	15	1	responding	respond	VERB
aad-515	15	2	to	to	AUX
aad-515	15	3	needs	need	VERB
aad-515	15	4	assessments	assessment	NOUN
aad-515	15	5	based	base	VERB
aad-515	15	6	on	on	ADP
aad-515	15	7	the	the	DET
aad-515	15	8	borich	borich	ADJ
aad-515	15	9	model	model	NOUN
aad-515	15	10	,	,	PUNCT
aad-515	15	11	teachers	teacher	NOUN
aad-515	15	12	rate	rate	VERB
aad-515	15	13	the	the	DET
aad-515	15	14	importance	importance	NOUN
aad-515	15	15	of	of	ADP
aad-515	15	16	and	and	CCONJ
aad-515	15	17	their	their	PRON
aad-515	15	18	ability	ability	NOUN
aad-515	15	19	to	to	PART
aad-515	15	20	perform	perform	VERB
aad-515	15	21	specific	specific	ADJ
aad-515	15	22	competencies	competency	NOUN
aad-515	15	23	,	,	PUNCT
aad-515	15	24	typically	typically	ADV
aad-515	15	25	on	on	ADP
aad-515	15	26	a	a	DET
aad-515	15	27	1	1	NUM
aad-515	15	28	to	to	PART
aad-515	15	29	5	5	NUM
aad-515	15	30	(	(	PUNCT
aad-515	15	31	1	1	NUM
aad-515	15	32	=	=	SYM
aad-515	15	33	low	low	ADJ
aad-515	15	34	importance	importance	NOUN
aad-515	15	35	/	/	SYM
aad-515	15	36	ability	ability	NOUN
aad-515	15	37	and	and	CCONJ
aad-515	15	38	5	5	NUM
aad-515	15	39	=	=	SYM
aad-515	15	40	high	high	ADJ
aad-515	15	41	importance	importance	NOUN
aad-515	15	42	/	/	SYM
aad-515	15	43	ability	ability	NOUN
aad-515	15	44	)	)	PUNCT
aad-515	15	45	scale	scale	NOUN
aad-515	15	46	.	.	PUNCT
aad-515	16	1	weighted	weight	VERB
aad-515	16	2	discrepancy	discrepancy	NOUN
aad-515	16	3	scores	score	NOUN
aad-515	16	4	are	be	AUX
aad-515	16	5	calculated	calculate	VERB
aad-515	16	6	for	for	ADP
aad-515	16	7	each	each	DET
aad-515	16	8	respondent	respondent	NOUN
aad-515	16	9	on	on	ADP
aad-515	16	10	each	each	DET
aad-515	16	11	competency	competency	NOUN
aad-515	16	12	by	by	ADP
aad-515	16	13	subtracting	subtract	VERB
aad-515	16	14	the	the	DET
aad-515	16	15	ability	ability	NOUN
aad-515	16	16	rating	rating	NOUN
aad-515	16	17	from	from	ADP
aad-515	16	18	the	the	DET
aad-515	16	19	importance	importance	NOUN
aad-515	16	20	rating	rating	NOUN
aad-515	16	21	and	and	CCONJ
aad-515	16	22	multiplying	multiply	VERB
aad-515	16	23	this	this	DET
aad-515	16	24	difference	difference	NOUN
aad-515	16	25	by	by	ADP
aad-515	16	26	the	the	DET
aad-515	16	27	mean	mean	ADJ
aad-515	16	28	importance	importance	NOUN
aad-515	16	29	rating	rating	NOUN
aad-515	16	30	for	for	ADP
aad-515	16	31	the	the	DET
aad-515	16	32	competency	competency	NOUN
aad-515	16	33	.	.	PUNCT
aad-515	17	1	lastly	lastly	ADV
aad-515	17	2	,	,	PUNCT
aad-515	17	3	mean	mean	VERB
aad-515	17	4	weighted	weight	VERB
aad-515	17	5	discrepancy	discrepancy	NOUN
aad-515	17	6	scores	score	NOUN
aad-515	17	7	(	(	PUNCT
aad-515	17	8	mwdss	mwdss	ADV
aad-515	17	9	)	)	PUNCT
aad-515	17	10	are	be	AUX
aad-515	17	11	determined	determine	VERB
aad-515	17	12	by	by	ADP
aad-515	17	13	calculating	calculate	VERB
aad-515	17	14	the	the	DET
aad-515	17	15	mean	mean	NOUN
aad-515	17	16	of	of	ADP
aad-515	17	17	the	the	DET
aad-515	17	18	weighted	weight	VERB
aad-515	17	19	discrepancy	discrepancy	NOUN
aad-515	17	20	scores	score	NOUN
aad-515	17	21	for	for	ADP
aad-515	17	22	each	each	DET
aad-515	17	23	competency	competency	NOUN
aad-515	17	24	.	.	PUNCT
aad-515	18	1	competencies	competency	NOUN
aad-515	18	2	with	with	ADP
aad-515	18	3	higher	high	ADJ
aad-515	18	4	mwdss	mwdss	NOUN
aad-515	18	5	indicate	indicate	VERB
aad-515	18	6	higher	high	ADJ
aad-515	18	7	priority	priority	NOUN
aad-515	18	8	pd	pd	PROPN
aad-515	18	9	needs	need	NOUN
aad-515	18	10	.	.	PUNCT
aad-515	19	1	narine	narine	PROPN
aad-515	19	2	and	and	CCONJ
aad-515	19	3	harder	hard	ADJ
aad-515	19	4	(	(	PUNCT
aad-515	19	5	2021	2021	NUM
aad-515	19	6	)	)	PUNCT
aad-515	19	7	criticized	criticize	VERB
aad-515	19	8	the	the	DET
aad-515	19	9	borich	borich	NOUN
aad-515	19	10	(	(	PUNCT
aad-515	19	11	1980	1980	NUM
aad-515	19	12	)	)	PUNCT
aad-515	19	13	model	model	NOUN
aad-515	19	14	because	because	SCONJ
aad-515	19	15	it	it	PRON
aad-515	19	16	requires	require	VERB
aad-515	19	17	researchers	researcher	NOUN
aad-515	19	18	to	to	PART
aad-515	19	19	calculate	calculate	VERB
aad-515	19	20	means	mean	NOUN
aad-515	19	21	“	"	PUNCT
aad-515	19	22	for	for	ADP
aad-515	19	23	single	single	ADJ
aad-515	19	24	items	item	NOUN
aad-515	19	25	measured	measure	VERB
aad-515	19	26	with	with	ADP
aad-515	19	27	ordinal	ordinal	ADJ
aad-515	19	28	scales	scale	NOUN
aad-515	19	29	(	(	PUNCT
aad-515	19	30	i.e.	i.e.	X
aad-515	19	31	,	,	PUNCT
aad-515	19	32	individual	individual	ADJ
aad-515	19	33	competency	competency	NOUN
aad-515	19	34	items	item	NOUN
aad-515	19	35	)	)	PUNCT
aad-515	19	36	”	"	PUNCT
aad-515	20	1	(	(	PUNCT
aad-515	20	2	p.	p.	NOUN
aad-515	20	3	98	98	NUM
aad-515	20	4	)	)	PUNCT
aad-515	20	5	.	.	PUNCT
aad-515	21	1	as	as	ADP
aad-515	21	2	an	an	DET
aad-515	21	3	alternative	alternative	NOUN
aad-515	21	4	,	,	PUNCT
aad-515	21	5	they	they	PRON
aad-515	21	6	proposed	propose	VERB
aad-515	21	7	the	the	DET
aad-515	21	8	ranked	rank	VERB
aad-515	21	9	discrepancy	discrepancy	NOUN
aad-515	21	10	model	model	NOUN
aad-515	21	11	(	(	PUNCT
aad-515	21	12	rdm	rdm	PROPN
aad-515	21	13	)	)	PUNCT
aad-515	21	14	.	.	PUNCT
aad-515	22	1	with	with	ADP
aad-515	22	2	the	the	DET
aad-515	22	3	rdm	rdm	PROPN
aad-515	22	4	,	,	PUNCT
aad-515	22	5	respondents	respondent	NOUN
aad-515	22	6	still	still	ADV
aad-515	22	7	use	use	VERB
aad-515	22	8	individual	individual	ADJ
aad-515	22	9	likert	likert	ADJ
aad-515	22	10	-	-	PUNCT
aad-515	22	11	type	type	NOUN
aad-515	22	12	items	item	NOUN
aad-515	22	13	to	to	PART
aad-515	22	14	rate	rate	VERB
aad-515	22	15	the	the	DET
aad-515	22	16	importance	importance	NOUN
aad-515	22	17	and	and	CCONJ
aad-515	22	18	their	their	PRON
aad-515	22	19	ability	ability	NOUN
aad-515	22	20	relative	relative	ADJ
aad-515	22	21	to	to	ADP
aad-515	22	22	a	a	DET
aad-515	22	23	set	set	NOUN
aad-515	22	24	of	of	ADP
aad-515	22	25	competencies	competency	NOUN
aad-515	22	26	,	,	PUNCT
aad-515	22	27	but	but	CCONJ
aad-515	22	28	percentages	percentage	NOUN
aad-515	22	29	are	be	AUX
aad-515	22	30	used	use	VERB
aad-515	22	31	to	to	PART
aad-515	22	32	calculate	calculate	VERB
aad-515	22	33	the	the	DET
aad-515	22	34	ranked	rank	VERB
aad-515	22	35	discrepancy	discrepancy	NOUN
aad-515	22	36	scores	score	NOUN
aad-515	22	37	(	(	PUNCT
aad-515	22	38	rdss	rdss	NOUN
aad-515	22	39	)	)	PUNCT
aad-515	22	40	used	use	VERB
aad-515	22	41	to	to	PART
aad-515	22	42	establish	establish	VERB
aad-515	22	43	pd	pd	NOUN
aad-515	22	44	priorities	priority	NOUN
aad-515	22	45	.	.	PUNCT
aad-515	23	1	using	use	VERB
aad-515	23	2	data	datum	NOUN
aad-515	23	3	from	from	ADP
aad-515	23	4	a	a	DET
aad-515	23	5	needs	need	NOUN
aad-515	23	6	assessment	assessment	NOUN
aad-515	23	7	of	of	ADP
aad-515	23	8	county	county	NOUN
aad-515	23	9	extension	extension	NOUN
aad-515	23	10	agents	agent	NOUN
aad-515	23	11	,	,	PUNCT
aad-515	23	12	narine	narine	PROPN
aad-515	23	13	and	and	CCONJ
aad-515	23	14	harder	hard	ADV
aad-515	23	15	used	use	VERB
aad-515	23	16	the	the	DET
aad-515	23	17	borich	borich	ADJ
aad-515	23	18	model	model	NOUN
aad-515	23	19	and	and	CCONJ
aad-515	23	20	the	the	DET
aad-515	23	21	rdm	rdm	PROPN
aad-515	23	22	and	and	CCONJ
aad-515	23	23	found	find	VERB
aad-515	23	24	“	"	PUNCT
aad-515	23	25	a	a	DET
aad-515	23	26	great	great	ADJ
aad-515	23	27	deal	deal	NOUN
aad-515	23	28	of	of	ADP
aad-515	23	29	consistency	consistency	NOUN
aad-515	23	30	in	in	ADP
aad-515	23	31	rankings	ranking	NOUN
aad-515	23	32	,	,	PUNCT
aad-515	23	33	despite	despite	SCONJ
aad-515	23	34	the	the	DET
aad-515	23	35	rdm	rdm	NOUN
aad-515	23	36	discarding	discard	VERB
aad-515	23	37	the	the	DET
aad-515	23	38	use	use	NOUN
aad-515	23	39	of	of	ADP
aad-515	23	40	the	the	DET
aad-515	23	41	group	group	NOUN
aad-515	23	42	mean	mean	VERB
aad-515	23	43	in	in	ADP
aad-515	23	44	calculations	calculation	NOUN
aad-515	23	45	”	"	PUNCT
aad-515	23	46	(	(	PUNCT
aad-515	23	47	narine	narine	PROPN
aad-515	23	48	&	&	CCONJ
aad-515	23	49	harder	hard	ADJ
aad-515	23	50	,	,	PUNCT
aad-515	23	51	2021	2021	NUM
aad-515	23	52	,	,	PUNCT
aad-515	23	53	p.	p.	NOUN
aad-515	23	54	108	108	NUM
aad-515	23	55	)	)	PUNCT
aad-515	23	56	.	.	PUNCT
aad-515	24	1	despite	despite	SCONJ
aad-515	24	2	this	this	DET
aad-515	24	3	finding	finding	NOUN
aad-515	24	4	,	,	PUNCT
aad-515	24	5	further	further	ADJ
aad-515	24	6	research	research	NOUN
aad-515	24	7	is	be	AUX
aad-515	24	8	needed	need	VERB
aad-515	24	9	prior	prior	ADV
aad-515	24	10	to	to	ADP
aad-515	24	11	wholesale	wholesale	ADJ
aad-515	24	12	abandonment	abandonment	NOUN
aad-515	24	13	of	of	ADP
aad-515	24	14	the	the	DET
aad-515	24	15	borich	borich	ADJ
aad-515	24	16	model	model	NOUN
aad-515	24	17	for	for	ADP
aad-515	24	18	the	the	DET
aad-515	24	19	rdm	rdm	PROPN
aad-515	24	20	.	.	PUNCT
aad-515	25	1	conceptual	conceptual	ADJ
aad-515	25	2	framework	framework	PROPN
aad-515	25	3	stevens	stevens	PROPN
aad-515	25	4	(	(	PUNCT
aad-515	25	5	1946	1946	NUM
aad-515	25	6	)	)	PUNCT
aad-515	25	7	proposed	propose	VERB
aad-515	25	8	a	a	DET
aad-515	25	9	scale	scale	NOUN
aad-515	25	10	of	of	ADP
aad-515	25	11	measurement	measurement	NOUN
aad-515	25	12	containing	contain	VERB
aad-515	25	13	four	four	NUM
aad-515	25	14	levels	level	NOUN
aad-515	25	15	(	(	PUNCT
aad-515	25	16	nominal	nominal	ADJ
aad-515	25	17	,	,	PUNCT
aad-515	25	18	ordinal	ordinal	ADJ
aad-515	25	19	,	,	PUNCT
aad-515	25	20	interval	interval	NOUN
aad-515	25	21	,	,	PUNCT
aad-515	25	22	and	and	CCONJ
aad-515	25	23	ratio	ratio	NOUN
aad-515	25	24	)	)	PUNCT
aad-515	25	25	and	and	CCONJ
aad-515	25	26	statistics	statistic	NOUN
aad-515	25	27	for	for	ADP
aad-515	25	28	use	use	NOUN
aad-515	25	29	with	with	ADP
aad-515	25	30	variables	variable	NOUN
aad-515	25	31	measured	measure	VERB
aad-515	25	32	at	at	ADP
aad-515	25	33	each	each	DET
aad-515	25	34	level	level	NOUN
aad-515	25	35	.	.	PUNCT
aad-515	26	1	stevens	stevens	PROPN
aad-515	26	2	’	'	PUNCT
aad-515	26	3	measurement	measurement	NOUN
aad-515	26	4	scale	scale	NOUN
aad-515	26	5	constituted	constitute	VERB
aad-515	26	6	a	a	DET
aad-515	26	7	hierarchy	hierarchy	NOUN
aad-515	26	8	moving	move	VERB
aad-515	26	9	from	from	ADP
aad-515	26	10	nominal	nominal	ADJ
aad-515	26	11	to	to	ADP
aad-515	26	12	ratio	ratio	NOUN
aad-515	26	13	,	,	PUNCT
aad-515	26	14	with	with	ADP
aad-515	26	15	each	each	DET
aad-515	26	16	successive	successive	ADJ
aad-515	26	17	level	level	NOUN
aad-515	26	18	incorporating	incorporate	VERB
aad-515	26	19	all	all	DET
aad-515	26	20	the	the	DET
aad-515	26	21	characteristics	characteristic	NOUN
aad-515	26	22	of	of	ADP
aad-515	26	23	the	the	DET
aad-515	26	24	previous	previous	ADJ
aad-515	26	25	level(s	level(s	PROPN
aad-515	26	26	)	)	PUNCT
aad-515	26	27	.	.	PUNCT
aad-515	27	1	for	for	ADP
aad-515	27	2	example	example	NOUN
aad-515	27	3	,	,	PUNCT
aad-515	27	4	interval	interval	NOUN
aad-515	27	5	level	level	NOUN
aad-515	27	6	measurements	measurement	NOUN
aad-515	27	7	incorporate	incorporate	VERB
aad-515	27	8	the	the	DET
aad-515	27	9	characteristics	characteristic	NOUN
aad-515	27	10	of	of	ADP
aad-515	27	11	mutual	mutual	ADJ
aad-515	27	12	exclusivity	exclusivity	NOUN
aad-515	27	13	(	(	PUNCT
aad-515	27	14	from	from	ADP
aad-515	27	15	the	the	DET
aad-515	27	16	nominal	nominal	ADJ
aad-515	27	17	level	level	NOUN
aad-515	27	18	)	)	PUNCT
aad-515	27	19	and	and	CCONJ
aad-515	27	20	order	order	NOUN
aad-515	27	21	(	(	PUNCT
aad-515	27	22	from	from	ADP
aad-515	27	23	the	the	DET
aad-515	27	24	ordinal	ordinal	ADJ
aad-515	27	25	level	level	NOUN
aad-515	27	26	)	)	PUNCT
aad-515	27	27	,	,	PUNCT
aad-515	27	28	while	while	SCONJ
aad-515	27	29	adding	add	VERB
aad-515	27	30	the	the	DET
aad-515	27	31	characteristic	characteristic	NOUN
aad-515	27	32	of	of	ADP
aad-515	27	33	equality	equality	NOUN
aad-515	27	34	of	of	ADP
aad-515	27	35	intervals	interval	NOUN
aad-515	27	36	.	.	PUNCT
aad-515	28	1	of	of	ADP
aad-515	28	2	relevance	relevance	NOUN
aad-515	28	3	to	to	ADP
aad-515	28	4	our	our	PRON
aad-515	28	5	discussion	discussion	NOUN
aad-515	28	6	is	be	AUX
aad-515	28	7	stevens	steven	NOUN
aad-515	28	8	’	'	PUNCT
aad-515	28	9	stipulation	stipulation	NOUN
aad-515	28	10	that	that	PRON
aad-515	28	11	the	the	DET
aad-515	28	12	mean	mean	NOUN
aad-515	28	13	is	be	AUX
aad-515	28	14	not	not	PART
aad-515	28	15	appropriate	appropriate	ADJ
aad-515	28	16	for	for	ADP
aad-515	28	17	variables	variable	NOUN
aad-515	28	18	measured	measure	VERB
aad-515	28	19	below	below	ADP
aad-515	28	20	the	the	DET
aad-515	28	21	interval	interval	NOUN
aad-515	28	22	level	level	NOUN
aad-515	28	23	.	.	PUNCT
aad-515	29	1	use	use	NOUN
aad-515	29	2	of	of	ADP
aad-515	29	3	the	the	DET
aad-515	29	4	borich	borich	NOUN
aad-515	29	5	(	(	PUNCT
aad-515	29	6	1980	1980	NUM
aad-515	29	7	)	)	PUNCT
aad-515	29	8	model	model	NOUN
aad-515	29	9	of	of	ADP
aad-515	29	10	needs	need	NOUN
aad-515	29	11	assessment	assessment	NOUN
aad-515	29	12	requires	require	VERB
aad-515	29	13	the	the	DET
aad-515	29	14	calculation	calculation	NOUN
aad-515	29	15	of	of	ADP
aad-515	29	16	mean	mean	ADJ
aad-515	29	17	importance	importance	NOUN
aad-515	29	18	ratings	rating	NOUN
aad-515	29	19	and	and	CCONJ
aad-515	29	20	mwdss	mwdss	ADV
aad-515	29	21	based	base	VERB
aad-515	29	22	on	on	ADP
aad-515	29	23	single	single	ADJ
aad-515	29	24	-	-	PUNCT
aad-515	29	25	item	item	NOUN
aad-515	29	26	,	,	PUNCT
aad-515	29	27	likert	likert	ADJ
aad-515	29	28	-	-	ADJ
aad-515	29	29	type	type	ADJ
aad-515	29	30	ordinal	ordinal	ADJ
aad-515	29	31	scales	scale	NOUN
aad-515	29	32	,	,	PUNCT
aad-515	29	33	which	which	PRON
aad-515	29	34	is	be	AUX
aad-515	29	35	contrary	contrary	ADJ
aad-515	29	36	to	to	ADP
aad-515	29	37	stevens	stevens	PROPN
aad-515	29	38	(	(	PUNCT
aad-515	29	39	1946	1946	NUM
aad-515	29	40	)	)	PUNCT
aad-515	29	41	and	and	CCONJ
aad-515	29	42	was	be	AUX
aad-515	29	43	one	one	NUM
aad-515	29	44	of	of	ADP
aad-515	29	45	narine	narine	PROPN
aad-515	29	46	and	and	CCONJ
aad-515	29	47	harder	hard	ADJ
aad-515	29	48	’s	’s	PART
aad-515	29	49	(	(	PUNCT
aad-515	29	50	2021	2021	NUM
aad-515	29	51	)	)	PUNCT
aad-515	29	52	primary	primary	ADJ
aad-515	29	53	criticisms	criticism	NOUN
aad-515	29	54	of	of	ADP
aad-515	29	55	the	the	DET
aad-515	29	56	borich	borich	ADJ
aad-515	29	57	model	model	NOUN
aad-515	29	58	.	.	PUNCT
aad-515	30	1	while	while	SCONJ
aad-515	30	2	many	many	ADJ
aad-515	30	3	scholars	scholar	NOUN
aad-515	30	4	(	(	PUNCT
aad-515	30	5	jamieson	jamieson	PROPN
aad-515	30	6	,	,	PUNCT
aad-515	30	7	2004	2004	NUM
aad-515	30	8	;	;	PUNCT
aad-515	30	9	narine	narine	PROPN
aad-515	30	10	&	&	CCONJ
aad-515	30	11	harder	hard	ADJ
aad-515	30	12	,	,	PUNCT
aad-515	30	13	2021	2021	NUM
aad-515	30	14	;	;	PUNCT
aad-515	30	15	stevens	stevens	PROPN
aad-515	30	16	,	,	PUNCT
aad-515	30	17	1946	1946	NUM
aad-515	30	18	)	)	PUNCT
aad-515	30	19	have	have	AUX
aad-515	30	20	been	be	AUX
aad-515	30	21	adamant	adamant	ADJ
aad-515	30	22	in	in	ADP
aad-515	30	23	considering	consider	VERB
aad-515	30	24	data	datum	NOUN
aad-515	30	25	from	from	ADP
aad-515	30	26	these	these	DET
aad-515	30	27	scales	scale	NOUN
aad-515	30	28	as	as	ADV
aad-515	30	29	ordinal	ordinal	ADJ
aad-515	30	30	and	and	CCONJ
aad-515	30	31	argued	argue	VERB
aad-515	30	32	against	against	ADP
aad-515	30	33	calculating	calculate	VERB
aad-515	30	34	means	mean	NOUN
aad-515	30	35	,	,	PUNCT
aad-515	30	36	other	other	ADJ
aad-515	30	37	scholars	scholar	NOUN
aad-515	30	38	(	(	PUNCT
aad-515	30	39	gaito	gaito	PROPN
aad-515	30	40	,	,	PUNCT
aad-515	30	41	1980	1980	NUM
aad-515	30	42	;	;	PUNCT
aad-515	30	43	harwell	harwell	PROPN
aad-515	30	44	&	&	CCONJ
aad-515	30	45	gatti	gatti	PROPN
aad-515	30	46	,	,	PUNCT
aad-515	30	47	2001	2001	NUM
aad-515	30	48	;	;	PUNCT
aad-515	30	49	lord	lord	PROPN
aad-515	30	50	,	,	PUNCT
aad-515	30	51	1953	1953	NUM
aad-515	30	52	;	;	PUNCT
aad-515	30	53	norman	norman	PROPN
aad-515	30	54	,	,	PUNCT
aad-515	30	55	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	30	56	johnson	johnson	PROPN
aad-515	30	57	et	et	PROPN
aad-515	30	58	al	al	PROPN
aad-515	30	59	.	.	PROPN
aad-515	30	60	advancements	advancement	NOUN
aad-515	30	61	in	in	ADP
aad-515	30	62	agricultural	agricultural	ADJ
aad-515	30	63	development	development	NOUN
aad-515	30	64	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	30	65	44	44	NUM
aad-515	30	66	2010	2010	NUM
aad-515	30	67	;	;	PUNCT
aad-515	30	68	zumbo	zumbo	PROPN
aad-515	30	69	&	&	CCONJ
aad-515	30	70	zimmerman	zimmerman	PROPN
aad-515	30	71	,	,	PUNCT
aad-515	30	72	1993	1993	NUM
aad-515	30	73	)	)	PUNCT
aad-515	30	74	,	,	PUNCT
aad-515	30	75	who	who	PRON
aad-515	30	76	also	also	ADV
aad-515	30	77	have	have	AUX
aad-515	30	78	recognized	recognize	VERB
aad-515	30	79	these	these	DET
aad-515	30	80	measurement	measurement	NOUN
aad-515	30	81	scales	scale	NOUN
aad-515	30	82	as	as	ADP
aad-515	30	83	ordinal	ordinal	ADJ
aad-515	30	84	,	,	PUNCT
aad-515	30	85	have	have	AUX
aad-515	30	86	argued	argue	VERB
aad-515	30	87	in	in	ADP
aad-515	30	88	favor	favor	NOUN
aad-515	30	89	of	of	ADP
aad-515	30	90	calculating	calculate	VERB
aad-515	30	91	means	mean	NOUN
aad-515	30	92	on	on	ADP
aad-515	30	93	these	these	DET
aad-515	30	94	items	item	NOUN
aad-515	30	95	.	.	PUNCT
aad-515	31	1	according	accord	VERB
aad-515	31	2	to	to	ADP
aad-515	31	3	gaito	gaito	PROPN
aad-515	31	4	(	(	PUNCT
aad-515	31	5	1980	1980	NUM
aad-515	31	6	)	)	PUNCT
aad-515	31	7	this	this	DET
aad-515	31	8	fundamental	fundamental	ADJ
aad-515	31	9	disagreement	disagreement	NOUN
aad-515	31	10	has	have	AUX
aad-515	31	11	resulted	result	VERB
aad-515	31	12	from	from	ADP
aad-515	31	13	confusion	confusion	NOUN
aad-515	31	14	between	between	ADP
aad-515	31	15	measurement	measurement	NOUN
aad-515	31	16	theory	theory	NOUN
aad-515	31	17	and	and	CCONJ
aad-515	31	18	statistical	statistical	ADJ
aad-515	31	19	theory	theory	NOUN
aad-515	31	20	.	.	PUNCT
aad-515	32	1	in	in	ADP
aad-515	32	2	measurement	measurement	NOUN
aad-515	32	3	theory	theory	NOUN
aad-515	32	4	,	,	PUNCT
aad-515	32	5	“	"	PUNCT
aad-515	32	6	the	the	DET
aad-515	32	7	validity	validity	NOUN
aad-515	32	8	or	or	CCONJ
aad-515	32	9	authenticity	authenticity	NOUN
aad-515	32	10	aspect	aspect	NOUN
aad-515	32	11	brings	bring	VERB
aad-515	32	12	into	into	ADP
aad-515	32	13	focus	focus	NOUN
aad-515	32	14	the	the	DET
aad-515	32	15	meaning	meaning	NOUN
aad-515	32	16	underlying	underlie	VERB
aad-515	32	17	the	the	DET
aad-515	32	18	numbers	number	NOUN
aad-515	32	19	that	that	PRON
aad-515	32	20	are	be	AUX
aad-515	32	21	used	use	VERB
aad-515	32	22	to	to	PART
aad-515	32	23	indicate	indicate	VERB
aad-515	32	24	amounts	amount	NOUN
aad-515	32	25	of	of	ADP
aad-515	32	26	the	the	DET
aad-515	32	27	characteristics	characteristic	NOUN
aad-515	32	28	of	of	ADP
aad-515	32	29	concern	concern	NOUN
aad-515	32	30	”	"	PUNCT
aad-515	32	31	(	(	PUNCT
aad-515	32	32	gaito	gaito	PROPN
aad-515	32	33	,	,	PUNCT
aad-515	32	34	p.	p.	NOUN
aad-515	32	35	567	567	NUM
aad-515	32	36	)	)	PUNCT
aad-515	32	37	.	.	PUNCT
aad-515	33	1	from	from	ADP
aad-515	33	2	a	a	DET
aad-515	33	3	measurement	measurement	NOUN
aad-515	33	4	theory	theory	NOUN
aad-515	33	5	perspective	perspective	NOUN
aad-515	33	6	,	,	PUNCT
aad-515	33	7	the	the	DET
aad-515	33	8	differences	difference	NOUN
aad-515	33	9	in	in	ADP
aad-515	33	10	the	the	DET
aad-515	33	11	characteristic	characteristic	ADJ
aad-515	33	12	being	be	AUX
aad-515	33	13	measured	measure	VERB
aad-515	33	14	may	may	AUX
aad-515	33	15	not	not	PART
aad-515	33	16	be	be	AUX
aad-515	33	17	equal	equal	ADJ
aad-515	33	18	between	between	ADP
aad-515	33	19	scale	scale	NOUN
aad-515	33	20	numbers	number	NOUN
aad-515	33	21	,	,	PUNCT
aad-515	33	22	so	so	SCONJ
aad-515	33	23	the	the	DET
aad-515	33	24	level	level	NOUN
aad-515	33	25	of	of	ADP
aad-515	33	26	measurement	measurement	NOUN
aad-515	33	27	is	be	AUX
aad-515	33	28	ordinal	ordinal	ADJ
aad-515	33	29	.	.	PUNCT
aad-515	34	1	this	this	PRON
aad-515	34	2	is	be	AUX
aad-515	34	3	a	a	DET
aad-515	34	4	measurement	measurement	NOUN
aad-515	34	5	issue	issue	NOUN
aad-515	34	6	related	relate	VERB
aad-515	34	7	to	to	ADP
aad-515	34	8	the	the	DET
aad-515	34	9	meaning	meaning	NOUN
aad-515	34	10	of	of	ADP
aad-515	34	11	numbers	number	NOUN
aad-515	34	12	relative	relative	ADJ
aad-515	34	13	to	to	ADP
aad-515	34	14	the	the	DET
aad-515	34	15	characteristic	characteristic	ADJ
aad-515	34	16	being	be	AUX
aad-515	34	17	measured	measure	VERB
aad-515	34	18	.	.	PUNCT
aad-515	35	1	gaito	gaito	NOUN
aad-515	35	2	(	(	PUNCT
aad-515	35	3	1980	1980	NUM
aad-515	35	4	)	)	PUNCT
aad-515	35	5	stated	state	VERB
aad-515	35	6	that	that	SCONJ
aad-515	35	7	in	in	ADP
aad-515	35	8	statistical	statistical	ADJ
aad-515	35	9	theory	theory	NOUN
aad-515	35	10	,	,	PUNCT
aad-515	35	11	the	the	DET
aad-515	35	12	“	"	PUNCT
aad-515	35	13	meaning	meaning	NOUN
aad-515	35	14	of	of	ADP
aad-515	35	15	numbers	number	NOUN
aad-515	35	16	does	do	AUX
aad-515	35	17	not	not	PART
aad-515	35	18	enter	enter	VERB
aad-515	35	19	the	the	DET
aad-515	35	20	picture	picture	NOUN
aad-515	35	21	because	because	SCONJ
aad-515	35	22	,	,	PUNCT
aad-515	35	23	as	as	SCONJ
aad-515	35	24	lord	lord	PROPN
aad-515	35	25	(	(	PUNCT
aad-515	35	26	1953	1953	NUM
aad-515	35	27	)	)	PUNCT
aad-515	35	28	stated	state	VERB
aad-515	35	29	,	,	PUNCT
aad-515	35	30	‘	'	PUNCT
aad-515	35	31	the	the	DET
aad-515	35	32	numbers	number	NOUN
aad-515	35	33	do	do	AUX
aad-515	35	34	not	not	PART
aad-515	35	35	know	know	VERB
aad-515	35	36	where	where	SCONJ
aad-515	35	37	they	they	PRON
aad-515	35	38	came	come	VERB
aad-515	35	39	from	from	ADP
aad-515	35	40	’	'	PUNCT
aad-515	35	41	”	"	PUNCT
aad-515	35	42	(	(	PUNCT
aad-515	35	43	p.	p.	NOUN
aad-515	35	44	566	566	NUM
aad-515	35	45	)	)	PUNCT
aad-515	35	46	.	.	PUNCT
aad-515	36	1	thus	thus	ADV
aad-515	36	2	,	,	PUNCT
aad-515	36	3	according	accord	VERB
aad-515	36	4	to	to	ADP
aad-515	36	5	statistical	statistical	ADJ
aad-515	36	6	theory	theory	NOUN
aad-515	36	7	,	,	PUNCT
aad-515	36	8	the	the	DET
aad-515	36	9	mathematical	mathematical	ADJ
aad-515	36	10	difference	difference	NOUN
aad-515	36	11	between	between	ADP
aad-515	36	12	a	a	DET
aad-515	36	13	rating	rating	NOUN
aad-515	36	14	of	of	ADP
aad-515	36	15	1	1	NUM
aad-515	36	16	and	and	CCONJ
aad-515	36	17	2	2	NUM
aad-515	36	18	and	and	CCONJ
aad-515	36	19	between	between	ADP
aad-515	36	20	a	a	DET
aad-515	36	21	rating	rating	NOUN
aad-515	36	22	of	of	ADP
aad-515	36	23	4	4	NUM
aad-515	36	24	and	and	CCONJ
aad-515	36	25	5	5	NUM
aad-515	36	26	are	be	AUX
aad-515	36	27	equal	equal	ADJ
aad-515	36	28	.	.	PUNCT
aad-515	37	1	consequently	consequently	ADV
aad-515	37	2	,	,	PUNCT
aad-515	37	3	from	from	ADP
aad-515	37	4	a	a	DET
aad-515	37	5	statistical	statistical	ADJ
aad-515	37	6	perspective	perspective	NOUN
aad-515	37	7	use	use	NOUN
aad-515	37	8	of	of	ADP
aad-515	37	9	the	the	DET
aad-515	37	10	mean	mean	NOUN
aad-515	37	11	(	(	PUNCT
aad-515	37	12	and	and	CCONJ
aad-515	37	13	other	other	ADJ
aad-515	37	14	parametric	parametric	ADJ
aad-515	37	15	statistics	statistic	NOUN
aad-515	37	16	)	)	PUNCT
aad-515	37	17	is	be	AUX
aad-515	37	18	permissible	permissible	ADJ
aad-515	37	19	.	.	PUNCT
aad-515	38	1	gaito	gaito	PROPN
aad-515	38	2	concluded	conclude	VERB
aad-515	38	3	by	by	ADP
aad-515	38	4	stating	state	VERB
aad-515	38	5	:	:	PUNCT
aad-515	38	6	in	in	SCONJ
aad-515	38	7	mathematical	mathematical	ADJ
aad-515	38	8	statistics	statistic	NOUN
aad-515	38	9	literature	literature	PROPN
aad-515	38	10	one	one	PRON
aad-515	38	11	will	will	AUX
aad-515	38	12	not	not	PART
aad-515	38	13	find	find	VERB
aad-515	38	14	scale	scale	NOUN
aad-515	38	15	properties	property	NOUN
aad-515	38	16	as	as	ADP
aad-515	38	17	a	a	DET
aad-515	38	18	requirement	requirement	NOUN
aad-515	38	19	for	for	ADP
aad-515	38	20	the	the	DET
aad-515	38	21	use	use	NOUN
aad-515	38	22	of	of	ADP
aad-515	38	23	various	various	ADJ
aad-515	38	24	statistical	statistical	ADJ
aad-515	38	25	procedures	procedure	NOUN
aad-515	38	26	.	.	PUNCT
aad-515	39	1	this	this	DET
aad-515	39	2	requirement	requirement	NOUN
aad-515	39	3	is	be	AUX
aad-515	39	4	merely	merely	ADV
aad-515	39	5	a	a	DET
aad-515	39	6	figment	figment	NOUN
aad-515	39	7	of	of	ADP
aad-515	39	8	the	the	DET
aad-515	39	9	imagination	imagination	NOUN
aad-515	39	10	of	of	ADP
aad-515	39	11	a	a	DET
aad-515	39	12	number	number	NOUN
aad-515	39	13	of	of	ADP
aad-515	39	14	psychologists	psychologist	NOUN
aad-515	39	15	because	because	SCONJ
aad-515	39	16	of	of	ADP
aad-515	39	17	a	a	DET
aad-515	39	18	confusion	confusion	NOUN
aad-515	39	19	of	of	ADP
aad-515	39	20	measurement	measurement	NOUN
aad-515	39	21	theory	theory	NOUN
aad-515	39	22	and	and	CCONJ
aad-515	39	23	statistical	statistical	ADJ
aad-515	39	24	theory	theory	NOUN
aad-515	39	25	.	.	PUNCT
aad-515	40	1	statistical	statistical	ADJ
aad-515	40	2	procedures	procedure	NOUN
aad-515	40	3	do	do	AUX
aad-515	40	4	not	not	PART
aad-515	40	5	require	require	VERB
aad-515	40	6	specific	specific	ADJ
aad-515	40	7	scale	scale	NOUN
aad-515	40	8	properties	property	NOUN
aad-515	40	9	(	(	PUNCT
aad-515	40	10	pp	pp	ADJ
aad-515	40	11	.	.	PUNCT
aad-515	41	1	547–548	547–548	NUM
aad-515	41	2	)	)	PUNCT
aad-515	41	3	.	.	PUNCT
aad-515	42	1	norman	norman	PROPN
aad-515	42	2	(	(	PUNCT
aad-515	42	3	2010	2010	NUM
aad-515	42	4	)	)	PUNCT
aad-515	42	5	further	far	ADV
aad-515	42	6	clarified	clarify	VERB
aad-515	42	7	the	the	DET
aad-515	42	8	difference	difference	NOUN
aad-515	42	9	between	between	ADP
aad-515	42	10	measurement	measurement	NOUN
aad-515	42	11	theory	theory	NOUN
aad-515	42	12	and	and	CCONJ
aad-515	42	13	statistical	statistical	ADJ
aad-515	42	14	theory	theory	NOUN
aad-515	42	15	stating	state	VERB
aad-515	42	16	,	,	PUNCT
aad-515	42	17	“	"	PUNCT
aad-515	42	18	we	we	PRON
aad-515	42	19	can	can	AUX
aad-515	42	20	not	not	PART
aad-515	42	21	,	,	PUNCT
aad-515	42	22	strictly	strictly	ADV
aad-515	42	23	speaking	speak	VERB
aad-515	42	24	,	,	PUNCT
aad-515	42	25	make	make	VERB
aad-515	42	26	further	further	ADJ
aad-515	42	27	inferences	inference	NOUN
aad-515	42	28	about	about	ADP
aad-515	42	29	differences	difference	NOUN
aad-515	42	30	in	in	ADP
aad-515	42	31	the	the	DET
aad-515	42	32	underlying	underlying	ADJ
aad-515	42	33	,	,	PUNCT
aad-515	42	34	latent	latent	ADJ
aad-515	42	35	characteristic	characteristic	NOUN
aad-515	42	36	reflected	reflect	VERB
aad-515	42	37	in	in	ADP
aad-515	42	38	likert	likert	ADJ
aad-515	42	39	numbers	number	NOUN
aad-515	42	40	[	[	X
aad-515	42	41	a	a	DET
aad-515	42	42	measurement	measurement	NOUN
aad-515	42	43	issue	issue	NOUN
aad-515	42	44	]	]	PUNCT
aad-515	42	45	,	,	PUNCT
aad-515	42	46	but	but	CCONJ
aad-515	42	47	this	this	PRON
aad-515	42	48	does	do	AUX
aad-515	42	49	not	not	PART
aad-515	42	50	invalidate	invalidate	VERB
aad-515	42	51	conclusions	conclusion	NOUN
aad-515	42	52	about	about	ADP
aad-515	42	53	the	the	DET
aad-515	42	54	numbers	number	NOUN
aad-515	42	55	[	[	X
aad-515	42	56	a	a	DET
aad-515	42	57	statistical	statistical	ADJ
aad-515	42	58	issue	issue	NOUN
aad-515	42	59	]	]	PUNCT
aad-515	42	60	”	"	PUNCT
aad-515	43	1	(	(	PUNCT
aad-515	43	2	p.	p.	NOUN
aad-515	43	3	629	629	NUM
aad-515	43	4	)	)	PUNCT
aad-515	43	5	.	.	PUNCT
aad-515	44	1	harwell	harwell	PROPN
aad-515	44	2	and	and	CCONJ
aad-515	44	3	gatti	gatti	PROPN
aad-515	44	4	(	(	PUNCT
aad-515	44	5	2001	2001	NUM
aad-515	44	6	)	)	PUNCT
aad-515	44	7	argued	argue	VERB
aad-515	44	8	“	"	PUNCT
aad-515	44	9	statistical	statistical	ADJ
aad-515	44	10	techniques	technique	NOUN
aad-515	44	11	should	should	AUX
aad-515	44	12	not	not	PART
aad-515	44	13	be	be	AUX
aad-515	44	14	held	hold	VERB
aad-515	44	15	hostage	hostage	NOUN
aad-515	44	16	to	to	ADP
aad-515	44	17	measurement	measurement	NOUN
aad-515	44	18	scales	scale	NOUN
aad-515	44	19	because	because	SCONJ
aad-515	44	20	there	there	PRON
aad-515	44	21	is	be	VERB
aad-515	44	22	no	no	DET
aad-515	44	23	requirement	requirement	NOUN
aad-515	44	24	underlying	underlie	VERB
aad-515	44	25	these	these	DET
aad-515	44	26	procedures	procedure	NOUN
aad-515	44	27	that	that	PRON
aad-515	44	28	ties	tie	VERB
aad-515	44	29	them	they	PRON
aad-515	44	30	to	to	ADP
aad-515	44	31	such	such	ADJ
aad-515	44	32	scales	scale	NOUN
aad-515	44	33	”	"	PUNCT
aad-515	44	34	(	(	PUNCT
aad-515	44	35	p.	p.	NOUN
aad-515	44	36	107	107	NUM
aad-515	44	37	)	)	PUNCT
aad-515	44	38	.	.	PUNCT
aad-515	45	1	in	in	ADP
aad-515	45	2	the	the	DET
aad-515	45	3	context	context	NOUN
aad-515	45	4	of	of	ADP
aad-515	45	5	the	the	DET
aad-515	45	6	borich	borich	NOUN
aad-515	45	7	(	(	PUNCT
aad-515	45	8	1980	1980	NUM
aad-515	45	9	)	)	PUNCT
aad-515	45	10	model	model	NOUN
aad-515	45	11	,	,	PUNCT
aad-515	45	12	the	the	DET
aad-515	45	13	issue	issue	NOUN
aad-515	45	14	is	be	AUX
aad-515	45	15	not	not	PART
aad-515	45	16	whether	whether	SCONJ
aad-515	45	17	we	we	PRON
aad-515	45	18	can	can	AUX
aad-515	45	19	calculate	calculate	VERB
aad-515	45	20	means	mean	NOUN
aad-515	45	21	on	on	ADP
aad-515	45	22	these	these	DET
aad-515	45	23	responses	response	NOUN
aad-515	45	24	,	,	PUNCT
aad-515	45	25	but	but	CCONJ
aad-515	45	26	rather	rather	ADV
aad-515	45	27	,	,	PUNCT
aad-515	45	28	how	how	SCONJ
aad-515	45	29	to	to	PART
aad-515	45	30	interpret	interpret	VERB
aad-515	45	31	the	the	DET
aad-515	45	32	means	mean	NOUN
aad-515	45	33	in	in	ADP
aad-515	45	34	relation	relation	NOUN
aad-515	45	35	to	to	ADP
aad-515	45	36	the	the	DET
aad-515	45	37	characteristics	characteristic	NOUN
aad-515	45	38	being	be	AUX
aad-515	45	39	measured	measure	VERB
aad-515	45	40	.	.	PUNCT
aad-515	46	1	however	however	ADV
aad-515	46	2	,	,	PUNCT
aad-515	46	3	with	with	ADP
aad-515	46	4	the	the	DET
aad-515	46	5	borich	borich	ADJ
aad-515	46	6	model	model	NOUN
aad-515	46	7	,	,	PUNCT
aad-515	46	8	no	no	DET
aad-515	46	9	direct	direct	ADJ
aad-515	46	10	interpretation	interpretation	NOUN
aad-515	46	11	of	of	ADP
aad-515	46	12	the	the	DET
aad-515	46	13	mean	mean	ADJ
aad-515	46	14	importance	importance	NOUN
aad-515	46	15	ratings	rating	NOUN
aad-515	46	16	is	be	AUX
aad-515	46	17	necessary	necessary	ADJ
aad-515	46	18	and	and	CCONJ
aad-515	46	19	the	the	DET
aad-515	46	20	resultant	resultant	NOUN
aad-515	46	21	mwdss	mwdss	NOUN
aad-515	46	22	are	be	AUX
aad-515	46	23	interpreted	interpret	VERB
aad-515	46	24	as	as	ADP
aad-515	46	25	ordinal	ordinal	ADJ
aad-515	46	26	measures	measure	NOUN
aad-515	46	27	for	for	ADP
aad-515	46	28	determining	determine	VERB
aad-515	46	29	pd	pd	PROPN
aad-515	46	30	priorities	priority	NOUN
aad-515	46	31	(	(	PUNCT
aad-515	46	32	i.e.	i.e.	X
aad-515	46	33	,	,	PUNCT
aad-515	46	34	no	no	DET
aad-515	46	35	one	one	NOUN
aad-515	46	36	argues	argue	VERB
aad-515	46	37	that	that	SCONJ
aad-515	46	38	a	a	DET
aad-515	46	39	competency	competency	NOUN
aad-515	46	40	with	with	ADP
aad-515	46	41	a	a	DET
aad-515	46	42	mwds	mwds	NOUN
aad-515	46	43	of	of	ADP
aad-515	46	44	6.0	6.0	NUM
aad-515	46	45	represents	represent	VERB
aad-515	46	46	one	one	NUM
aad-515	46	47	additional	additional	ADJ
aad-515	46	48	'	'	PUNCT
aad-515	46	49	unit	unit	NOUN
aad-515	46	50	'	'	PUNCT
aad-515	46	51	of	of	ADP
aad-515	46	52	pd	pd	PROPN
aad-515	46	53	need	need	NOUN
aad-515	46	54	compared	compare	VERB
aad-515	46	55	to	to	ADP
aad-515	46	56	a	a	DET
aad-515	46	57	competency	competency	NOUN
aad-515	46	58	with	with	ADP
aad-515	46	59	a	a	DET
aad-515	46	60	mwds	mwds	NOUN
aad-515	46	61	of	of	ADP
aad-515	46	62	5.0	5.0	NUM
aad-515	46	63	,	,	PUNCT
aad-515	46	64	only	only	ADV
aad-515	46	65	that	that	SCONJ
aad-515	46	66	the	the	DET
aad-515	46	67	need	need	NOUN
aad-515	46	68	is	be	AUX
aad-515	46	69	greater	great	ADJ
aad-515	46	70	for	for	ADP
aad-515	46	71	the	the	DET
aad-515	46	72	competency	competency	NOUN
aad-515	46	73	with	with	ADP
aad-515	46	74	the	the	DET
aad-515	46	75	higher	high	ADJ
aad-515	46	76	mwds	mwd	NOUN
aad-515	46	77	)	)	PUNCT
aad-515	46	78	.	.	PUNCT
aad-515	47	1	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	47	2	johnson	johnson	PROPN
aad-515	47	3	et	et	PROPN
aad-515	47	4	al	al	PROPN
aad-515	47	5	.	.	PROPN
aad-515	47	6	advancements	advancement	NOUN
aad-515	47	7	in	in	ADP
aad-515	47	8	agricultural	agricultural	ADJ
aad-515	47	9	development	development	NOUN
aad-515	47	10	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	47	11	45	45	NUM
aad-515	47	12	purpose	purpose	NOUN
aad-515	47	13	and	and	CCONJ
aad-515	47	14	objectives	objective	VERB
aad-515	47	15	the	the	DET
aad-515	47	16	purpose	purpose	NOUN
aad-515	47	17	of	of	ADP
aad-515	47	18	this	this	DET
aad-515	47	19	study	study	NOUN
aad-515	47	20	was	be	AUX
aad-515	47	21	to	to	PART
aad-515	47	22	compare	compare	VERB
aad-515	47	23	the	the	DET
aad-515	47	24	results	result	NOUN
aad-515	47	25	of	of	ADP
aad-515	47	26	the	the	DET
aad-515	47	27	borich	borich	NOUN
aad-515	47	28	(	(	PUNCT
aad-515	47	29	1980	1980	NUM
aad-515	47	30	)	)	PUNCT
aad-515	47	31	model	model	NOUN
aad-515	47	32	and	and	CCONJ
aad-515	47	33	the	the	DET
aad-515	47	34	rdm	rdm	PROPN
aad-515	47	35	(	(	PUNCT
aad-515	47	36	narine	narine	PROPN
aad-515	47	37	&	&	CCONJ
aad-515	47	38	harder	hard	ADJ
aad-515	47	39	,	,	PUNCT
aad-515	47	40	2021	2021	NUM
aad-515	47	41	)	)	PUNCT
aad-515	47	42	using	use	VERB
aad-515	47	43	data	datum	NOUN
aad-515	47	44	collected	collect	VERB
aad-515	47	45	from	from	ADP
aad-515	47	46	a	a	DET
aad-515	47	47	precision	precision	NOUN
aad-515	47	48	agriculture	agriculture	NOUN
aad-515	47	49	(	(	PUNCT
aad-515	47	50	pa	pa	NOUN
aad-515	47	51	)	)	PUNCT
aad-515	47	52	needs	need	VERB
aad-515	47	53	assessment	assessment	NOUN
aad-515	47	54	of	of	ADP
aad-515	47	55	arkansas	arkansas	PROPN
aad-515	47	56	sbae	sbae	PROPN
aad-515	47	57	teachers	teacher	NOUN
aad-515	47	58	(	(	PUNCT
aad-515	47	59	akwah	akwah	NOUN
aad-515	47	60	,	,	PUNCT
aad-515	47	61	2024	2024	NUM
aad-515	47	62	)	)	PUNCT
aad-515	47	63	.	.	PUNCT
aad-515	48	1	specific	specific	ADJ
aad-515	48	2	objectives	objective	NOUN
aad-515	48	3	were	be	AUX
aad-515	48	4	to	to	PART
aad-515	48	5	:	:	PUNCT
aad-515	48	6	1	1	X
aad-515	48	7	.	.	X
aad-515	48	8	determine	determine	VERB
aad-515	48	9	and	and	CCONJ
aad-515	48	10	compare	compare	VERB
aad-515	48	11	the	the	DET
aad-515	48	12	pd	pd	PROPN
aad-515	48	13	priorities	priority	NOUN
aad-515	48	14	as	as	SCONJ
aad-515	48	15	determined	determine	VERB
aad-515	48	16	by	by	ADP
aad-515	48	17	the	the	DET
aad-515	48	18	borich	borich	ADJ
aad-515	48	19	model	model	NOUN
aad-515	48	20	and	and	CCONJ
aad-515	48	21	the	the	DET
aad-515	48	22	rdm	rdm	NOUN
aad-515	48	23	;	;	PUNCT
aad-515	48	24	2	2	X
aad-515	48	25	.	.	X
aad-515	48	26	determine	determine	VERB
aad-515	48	27	the	the	DET
aad-515	48	28	correlation	correlation	NOUN
aad-515	48	29	between	between	ADP
aad-515	48	30	mwdss	mwdss	ADV
aad-515	48	31	obtained	obtain	VERB
aad-515	48	32	using	use	VERB
aad-515	48	33	the	the	DET
aad-515	48	34	borich	borich	ADJ
aad-515	48	35	model	model	NOUN
aad-515	48	36	and	and	CCONJ
aad-515	48	37	rdss	rdss	NOUN
aad-515	48	38	obtained	obtain	VERB
aad-515	48	39	using	use	VERB
aad-515	48	40	the	the	DET
aad-515	48	41	rdm	rdm	NOUN
aad-515	48	42	;	;	PUNCT
aad-515	48	43	3	3	X
aad-515	48	44	.	.	X
aad-515	48	45	determine	determine	VERB
aad-515	48	46	the	the	DET
aad-515	48	47	correlation	correlation	NOUN
aad-515	48	48	between	between	ADP
aad-515	48	49	pd	pd	PROPN
aad-515	48	50	priority	priority	NOUN
aad-515	48	51	rankings	ranking	NOUN
aad-515	48	52	determined	determine	VERB
aad-515	48	53	by	by	ADP
aad-515	48	54	the	the	DET
aad-515	48	55	borich	borich	ADJ
aad-515	48	56	model	model	NOUN
aad-515	48	57	and	and	CCONJ
aad-515	48	58	the	the	DET
aad-515	48	59	rdm	rdm	PROPN
aad-515	48	60	.	.	PUNCT
aad-515	49	1	methods	method	NOUN
aad-515	49	2	data	datum	NOUN
aad-515	49	3	were	be	AUX
aad-515	49	4	collected	collect	VERB
aad-515	49	5	from	from	ADP
aad-515	49	6	a	a	DET
aad-515	49	7	survey	survey	NOUN
aad-515	49	8	administered	administer	VERB
aad-515	49	9	to	to	ADP
aad-515	49	10	a	a	DET
aad-515	49	11	non	non	ADJ
aad-515	49	12	-	-	ADJ
aad-515	49	13	probability	probability	ADJ
aad-515	49	14	sample	sample	NOUN
aad-515	49	15	of	of	ADP
aad-515	49	16	arkansas	arkansas	PROPN
aad-515	49	17	sbae	sbae	PROPN
aad-515	49	18	teachers	teacher	NOUN
aad-515	49	19	(	(	PUNCT
aad-515	49	20	n	n	NOUN
aad-515	49	21	=	=	SYM
aad-515	49	22	44	44	NUM
aad-515	49	23	)	)	PUNCT
aad-515	49	24	immediately	immediately	ADV
aad-515	49	25	before	before	ADP
aad-515	49	26	an	an	DET
aad-515	49	27	introductory	introductory	ADJ
aad-515	49	28	pa	pa	PROPN
aad-515	49	29	workshop	workshop	NOUN
aad-515	49	30	conducted	conduct	VERB
aad-515	49	31	in	in	ADP
aad-515	49	32	july	july	PROPN
aad-515	49	33	2023	2023	NUM
aad-515	49	34	.	.	PUNCT
aad-515	50	1	the	the	DET
aad-515	50	2	survey	survey	NOUN
aad-515	50	3	was	be	AUX
aad-515	50	4	administered	administer	VERB
aad-515	50	5	in	in	ADP
aad-515	50	6	-	-	PUNCT
aad-515	50	7	person	person	NOUN
aad-515	50	8	using	use	VERB
aad-515	50	9	a	a	DET
aad-515	50	10	paper	paper	NOUN
aad-515	50	11	survey	survey	NOUN
aad-515	50	12	instrument	instrument	NOUN
aad-515	50	13	.	.	PUNCT
aad-515	51	1	the	the	DET
aad-515	51	2	instrument	instrument	NOUN
aad-515	51	3	contained	contain	VERB
aad-515	51	4	29	29	NUM
aad-515	51	5	pa	pa	NOUN
aad-515	51	6	competencies	competency	NOUN
aad-515	51	7	where	where	SCONJ
aad-515	51	8	teachers	teacher	NOUN
aad-515	51	9	rated	rate	VERB
aad-515	51	10	(	(	PUNCT
aad-515	51	11	a	a	X
aad-515	51	12	)	)	PUNCT
aad-515	51	13	the	the	DET
aad-515	51	14	importance	importance	NOUN
aad-515	51	15	of	of	ADP
aad-515	51	16	teaching	teaching	NOUN
aad-515	51	17	and	and	CCONJ
aad-515	51	18	(	(	PUNCT
aad-515	51	19	b	b	X
aad-515	51	20	)	)	PUNCT
aad-515	51	21	their	their	PRON
aad-515	51	22	ability	ability	NOUN
aad-515	51	23	to	to	PART
aad-515	51	24	teach	teach	VERB
aad-515	51	25	each	each	DET
aad-515	51	26	competency	competency	NOUN
aad-515	51	27	using	use	VERB
aad-515	51	28	two	two	NUM
aad-515	51	29	1	1	NUM
aad-515	51	30	to	to	PART
aad-515	51	31	5	5	NUM
aad-515	51	32	likert	likert	ADJ
aad-515	51	33	-	-	PUNCT
aad-515	51	34	type	type	NOUN
aad-515	51	35	scales	scale	NOUN
aad-515	51	36	(	(	PUNCT
aad-515	51	37	1	1	NUM
aad-515	51	38	=	=	NOUN
aad-515	51	39	no	no	DET
aad-515	51	40	importance	importance	NOUN
aad-515	51	41	/	/	SYM
aad-515	51	42	ability	ability	NOUN
aad-515	51	43	,	,	PUNCT
aad-515	51	44	2	2	NUM
aad-515	51	45	=	=	SYM
aad-515	51	46	below	below	ADP
aad-515	51	47	average	average	ADJ
aad-515	51	48	importance	importance	NOUN
aad-515	51	49	/	/	SYM
aad-515	51	50	ability	ability	NOUN
aad-515	51	51	,	,	PUNCT
aad-515	51	52	3	3	NUM
aad-515	51	53	=	=	SYM
aad-515	51	54	average	average	ADJ
aad-515	51	55	importance	importance	NOUN
aad-515	51	56	/	/	SYM
aad-515	51	57	ability	ability	NOUN
aad-515	51	58	,	,	PUNCT
aad-515	51	59	4	4	NUM
aad-515	51	60	=	=	SYM
aad-515	51	61	above	above	ADP
aad-515	51	62	average	average	ADJ
aad-515	51	63	importance	importance	NOUN
aad-515	51	64	/	/	SYM
aad-515	51	65	ability	ability	NOUN
aad-515	51	66	,	,	PUNCT
aad-515	51	67	and	and	CCONJ
aad-515	51	68	5	5	NUM
aad-515	51	69	=	=	SYM
aad-515	51	70	high	high	ADJ
aad-515	51	71	importance	importance	NOUN
aad-515	51	72	/	/	SYM
aad-515	51	73	ability	ability	NOUN
aad-515	51	74	)	)	PUNCT
aad-515	51	75	.	.	PUNCT
aad-515	52	1	a	a	DET
aad-515	52	2	panel	panel	NOUN
aad-515	52	3	of	of	ADP
aad-515	52	4	four	four	NUM
aad-515	52	5	experts	expert	NOUN
aad-515	52	6	in	in	ADP
aad-515	52	7	pa	pa	PROPN
aad-515	52	8	and	and	CCONJ
aad-515	52	9	in	in	ADP
aad-515	52	10	social	social	ADJ
aad-515	52	11	science	science	NOUN
aad-515	52	12	research	research	NOUN
aad-515	52	13	,	,	PUNCT
aad-515	52	14	who	who	PRON
aad-515	52	15	were	be	AUX
aad-515	52	16	informed	inform	VERB
aad-515	52	17	of	of	ADP
aad-515	52	18	the	the	DET
aad-515	52	19	research	research	NOUN
aad-515	52	20	objectives	objective	NOUN
aad-515	52	21	and	and	CCONJ
aad-515	52	22	participant	participant	ADJ
aad-515	52	23	characteristics	characteristic	NOUN
aad-515	52	24	,	,	PUNCT
aad-515	52	25	reviewed	review	VERB
aad-515	52	26	the	the	DET
aad-515	52	27	instrument	instrument	NOUN
aad-515	52	28	and	and	CCONJ
aad-515	52	29	judged	judge	VERB
aad-515	52	30	it	it	PRON
aad-515	52	31	to	to	PART
aad-515	52	32	possess	possess	VERB
aad-515	52	33	face	face	NOUN
aad-515	52	34	and	and	CCONJ
aad-515	52	35	content	content	NOUN
aad-515	52	36	validity	validity	NOUN
aad-515	52	37	(	(	PUNCT
aad-515	52	38	gates	gate	NOUN
aad-515	52	39	et	et	NOUN
aad-515	52	40	al	al	PROPN
aad-515	52	41	.	.	PROPN
aad-515	52	42	,	,	PUNCT
aad-515	52	43	2018	2018	NUM
aad-515	52	44	)	)	PUNCT
aad-515	52	45	.	.	PUNCT
aad-515	53	1	coefficients	coefficient	NOUN
aad-515	53	2	of	of	ADP
aad-515	53	3	stability	stability	NOUN
aad-515	53	4	were	be	AUX
aad-515	53	5	established	establish	VERB
aad-515	53	6	using	use	VERB
aad-515	53	7	13	13	NUM
aad-515	53	8	agricultural	agricultural	ADJ
aad-515	53	9	education	education	NOUN
aad-515	53	10	graduate	graduate	NOUN
aad-515	53	11	students	student	NOUN
aad-515	53	12	who	who	PRON
aad-515	53	13	completed	complete	VERB
aad-515	53	14	the	the	DET
aad-515	53	15	instrument	instrument	NOUN
aad-515	53	16	twice	twice	ADV
aad-515	53	17	(	(	PUNCT
aad-515	53	18	14	14	NUM
aad-515	53	19	-	-	PUNCT
aad-515	53	20	day	day	NOUN
aad-515	53	21	interval	interval	NOUN
aad-515	53	22	)	)	PUNCT
aad-515	53	23	,	,	PUNCT
aad-515	53	24	resulting	result	VERB
aad-515	53	25	in	in	ADP
aad-515	53	26	coefficients	coefficient	NOUN
aad-515	53	27	of	of	ADP
aad-515	53	28	stability	stability	NOUN
aad-515	53	29	values	value	NOUN
aad-515	53	30	of	of	ADP
aad-515	53	31	r	r	NOUN
aad-515	53	32	=	=	SYM
aad-515	53	33	.94	.94	NUM
aad-515	53	34	for	for	ADP
aad-515	53	35	importance	importance	NOUN
aad-515	53	36	and	and	CCONJ
aad-515	53	37	r	r	NOUN
aad-515	53	38	=	=	SYM
aad-515	53	39	.87	.87	NUM
aad-515	53	40	for	for	ADP
aad-515	53	41	ability	ability	NOUN
aad-515	53	42	.	.	PUNCT
aad-515	54	1	mwdss	mwdss	PROPN
aad-515	54	2	were	be	AUX
aad-515	54	3	calculated	calculate	VERB
aad-515	54	4	for	for	ADP
aad-515	54	5	each	each	DET
aad-515	54	6	competency	competency	NOUN
aad-515	54	7	using	use	VERB
aad-515	54	8	equation	equation	NOUN
aad-515	54	9	1	1	NUM
aad-515	54	10	(	(	PUNCT
aad-515	54	11	borich	borich	NOUN
aad-515	54	12	,	,	PUNCT
aad-515	54	13	1980	1980	NUM
aad-515	54	14	)	)	PUNCT
aad-515	54	15	.	.	PUNCT
aad-515	55	1	in	in	ADP
aad-515	55	2	calculating	calculate	VERB
aad-515	55	3	a	a	DET
aad-515	55	4	mwds	mwds	NOUN
aad-515	55	5	for	for	ADP
aad-515	55	6	a	a	DET
aad-515	55	7	specific	specific	ADJ
aad-515	55	8	competency	competency	NOUN
aad-515	55	9	,	,	PUNCT
aad-515	55	10	each	each	DET
aad-515	55	11	respondent	respondent	NOUN
aad-515	55	12	’s	’s	PART
aad-515	55	13	ability	ability	NOUN
aad-515	55	14	rating	rating	NOUN
aad-515	55	15	for	for	ADP
aad-515	55	16	the	the	DET
aad-515	55	17	competency	competency	NOUN
aad-515	55	18	was	be	AUX
aad-515	55	19	subtracted	subtract	VERB
aad-515	55	20	from	from	ADP
aad-515	55	21	their	their	PRON
aad-515	55	22	importance	importance	NOUN
aad-515	55	23	rating	rating	NOUN
aad-515	55	24	for	for	ADP
aad-515	55	25	that	that	DET
aad-515	55	26	same	same	ADJ
aad-515	55	27	competency	competency	NOUN
aad-515	55	28	,	,	PUNCT
aad-515	55	29	then	then	ADV
aad-515	55	30	multiplied	multiply	VERB
aad-515	55	31	by	by	ADP
aad-515	55	32	the	the	DET
aad-515	55	33	mean	mean	ADJ
aad-515	55	34	importance	importance	NOUN
aad-515	55	35	rating	rating	NOUN
aad-515	55	36	for	for	ADP
aad-515	55	37	that	that	DET
aad-515	55	38	competency	competency	NOUN
aad-515	55	39	.	.	PUNCT
aad-515	56	1	finally	finally	ADV
aad-515	56	2	,	,	PUNCT
aad-515	56	3	the	the	DET
aad-515	56	4	mwds	mwds	NOUN
aad-515	56	5	was	be	AUX
aad-515	56	6	determined	determine	VERB
aad-515	56	7	by	by	ADP
aad-515	56	8	calculating	calculate	VERB
aad-515	56	9	the	the	DET
aad-515	56	10	mean	mean	NOUN
aad-515	56	11	of	of	ADP
aad-515	56	12	all	all	DET
aad-515	56	13	weighted	weight	VERB
aad-515	56	14	discrepancy	discrepancy	NOUN
aad-515	56	15	scores	score	NOUN
aad-515	56	16	for	for	ADP
aad-515	56	17	that	that	DET
aad-515	56	18	competency	competency	NOUN
aad-515	56	19	.	.	PUNCT
aad-515	57	1	when	when	SCONJ
aad-515	57	2	using	use	VERB
aad-515	57	3	1	1	NUM
aad-515	57	4	to	to	PART
aad-515	57	5	5	5	NUM
aad-515	57	6	scales	scale	NOUN
aad-515	57	7	to	to	PART
aad-515	57	8	measure	measure	VERB
aad-515	57	9	importance	importance	NOUN
aad-515	57	10	and	and	CCONJ
aad-515	57	11	ability	ability	NOUN
aad-515	57	12	,	,	PUNCT
aad-515	57	13	mwdss	mwdss	NOUN
aad-515	57	14	can	can	AUX
aad-515	57	15	range	range	VERB
aad-515	57	16	from	from	ADP
aad-515	57	17	-4	-4	PUNCT
aad-515	57	18	to	to	ADP
aad-515	57	19	20	20	NUM
aad-515	57	20	,	,	PUNCT
aad-515	57	21	with	with	ADP
aad-515	57	22	higher	high	ADJ
aad-515	57	23	scores	score	NOUN
aad-515	57	24	indicating	indicate	VERB
aad-515	57	25	greater	great	ADJ
aad-515	57	26	pd	pd	PROPN
aad-515	57	27	needs	need	NOUN
aad-515	57	28	.	.	PUNCT
aad-515	58	1	mwds	mwds	PROPN
aad-515	58	2	=	=	PUNCT
aad-515	58	3	σ	σ	PROPN
aad-515	59	1	[	[	X
aad-515	59	2	(	(	PUNCT
aad-515	59	3	importance	importance	NOUN
aad-515	59	4	–	–	PUNCT
aad-515	59	5	ability	ability	NOUN
aad-515	59	6	)	)	PUNCT
aad-515	59	7	*	*	PUNCT
aad-515	59	8	mi	mi	PROPN
aad-515	59	9	]	]	X
aad-515	59	10	/	/	SYM
aad-515	59	11	n	n	CCONJ
aad-515	59	12	(	(	PUNCT
aad-515	59	13	1	1	NUM
aad-515	59	14	)	)	PUNCT
aad-515	59	15	rdss	rdss	NOUN
aad-515	59	16	were	be	AUX
aad-515	59	17	calculated	calculate	VERB
aad-515	59	18	using	use	VERB
aad-515	59	19	equation	equation	NOUN
aad-515	59	20	2	2	NUM
aad-515	59	21	(	(	PUNCT
aad-515	59	22	narine	narine	PROPN
aad-515	59	23	&	&	CCONJ
aad-515	59	24	harder	hard	ADJ
aad-515	59	25	,	,	PUNCT
aad-515	59	26	2021	2021	NUM
aad-515	59	27	)	)	PUNCT
aad-515	59	28	.	.	PUNCT
aad-515	60	1	in	in	ADP
aad-515	60	2	the	the	DET
aad-515	60	3	equation	equation	NOUN
aad-515	60	4	,	,	PUNCT
aad-515	60	5	nr%	nr%	NOUN
aad-515	60	6	(	(	PUNCT
aad-515	60	7	percent	percent	NOUN
aad-515	60	8	of	of	ADP
aad-515	60	9	negative	negative	ADJ
aad-515	60	10	ranks	rank	NOUN
aad-515	60	11	)	)	PUNCT
aad-515	60	12	represents	represent	VERB
aad-515	60	13	the	the	DET
aad-515	60	14	percent	percent	NOUN
aad-515	60	15	of	of	ADP
aad-515	60	16	respondents	respondent	NOUN
aad-515	60	17	rating	rate	VERB
aad-515	60	18	their	their	PRON
aad-515	60	19	ability	ability	NOUN
aad-515	60	20	lower	low	ADJ
aad-515	60	21	than	than	ADP
aad-515	60	22	the	the	DET
aad-515	60	23	importance	importance	NOUN
aad-515	60	24	of	of	ADP
aad-515	60	25	a	a	DET
aad-515	60	26	competency	competency	NOUN
aad-515	60	27	;	;	PUNCT
aad-515	60	28	pr%	pr%	NUM
aad-515	60	29	(	(	PUNCT
aad-515	60	30	percent	percent	NOUN
aad-515	60	31	of	of	ADP
aad-515	60	32	positive	positive	ADJ
aad-515	60	33	ranks	rank	NOUN
aad-515	60	34	)	)	PUNCT
aad-515	60	35	is	be	AUX
aad-515	60	36	the	the	DET
aad-515	60	37	percent	percent	NOUN
aad-515	60	38	of	of	ADP
aad-515	60	39	respondents	respondent	NOUN
aad-515	60	40	rating	rate	VERB
aad-515	60	41	their	their	PRON
aad-515	60	42	ability	ability	NOUN
aad-515	60	43	higher	high	ADJ
aad-515	60	44	than	than	ADP
aad-515	60	45	the	the	DET
aad-515	60	46	importance	importance	NOUN
aad-515	60	47	of	of	ADP
aad-515	60	48	the	the	DET
aad-515	60	49	competency	competency	NOUN
aad-515	60	50	;	;	PUNCT
aad-515	60	51	and	and	CCONJ
aad-515	60	52	tr%	tr%	NUM
aad-515	60	53	(	(	PUNCT
aad-515	60	54	percent	percent	NOUN
aad-515	60	55	of	of	ADP
aad-515	60	56	tied	tie	VERB
aad-515	60	57	ranks	rank	NOUN
aad-515	60	58	)	)	PUNCT
aad-515	60	59	is	be	AUX
aad-515	60	60	the	the	DET
aad-515	60	61	percent	percent	NOUN
aad-515	60	62	of	of	ADP
aad-515	60	63	respondents	respondent	NOUN
aad-515	60	64	giving	give	VERB
aad-515	60	65	ability	ability	NOUN
aad-515	60	66	and	and	CCONJ
aad-515	60	67	importance	importance	NOUN
aad-515	60	68	the	the	DET
aad-515	60	69	same	same	ADJ
aad-515	60	70	rating	rating	NOUN
aad-515	60	71	.	.	PUNCT
aad-515	61	1	rdss	rdss	PROPN
aad-515	61	2	can	can	AUX
aad-515	61	3	range	range	VERB
aad-515	61	4	from	from	ADP
aad-515	61	5	-100	-100	PROPN
aad-515	61	6	to	to	ADP
aad-515	61	7	100	100	NUM
aad-515	61	8	;	;	PUNCT
aad-515	61	9	lower	low	ADJ
aad-515	61	10	negative	negative	ADJ
aad-515	61	11	scores	score	NOUN
aad-515	61	12	represent	represent	VERB
aad-515	61	13	greater	great	ADJ
aad-515	61	14	pd	pd	PROPN
aad-515	61	15	needs	need	NOUN
aad-515	61	16	while	while	SCONJ
aad-515	61	17	positive	positive	ADJ
aad-515	61	18	scores	score	NOUN
aad-515	61	19	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	61	20	johnson	johnson	PROPN
aad-515	61	21	et	et	PROPN
aad-515	61	22	al	al	PROPN
aad-515	61	23	.	.	PROPN
aad-515	61	24	advancements	advancement	NOUN
aad-515	61	25	in	in	ADP
aad-515	61	26	agricultural	agricultural	ADJ
aad-515	61	27	development	development	NOUN
aad-515	61	28	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	61	29	46	46	NUM
aad-515	61	30	indicate	indicate	VERB
aad-515	61	31	no	no	DET
aad-515	61	32	need	need	NOUN
aad-515	61	33	for	for	ADP
aad-515	61	34	pd	pd	PROPN
aad-515	61	35	.	.	PROPN
aad-515	61	36	one	one	NUM
aad-515	61	37	advantage	advantage	NOUN
aad-515	61	38	of	of	ADP
aad-515	61	39	the	the	DET
aad-515	61	40	rdm	rdm	PROPN
aad-515	61	41	is	be	AUX
aad-515	61	42	the	the	DET
aad-515	61	43	range	range	NOUN
aad-515	61	44	of	of	ADP
aad-515	61	45	rdss	rdss	NOUN
aad-515	61	46	is	be	AUX
aad-515	61	47	the	the	DET
aad-515	61	48	same	same	ADJ
aad-515	61	49	regardless	regardless	ADV
aad-515	61	50	of	of	ADP
aad-515	61	51	the	the	DET
aad-515	61	52	number	number	NOUN
aad-515	61	53	of	of	ADP
aad-515	61	54	points	point	NOUN
aad-515	61	55	on	on	ADP
aad-515	61	56	the	the	DET
aad-515	61	57	rating	rating	NOUN
aad-515	61	58	scales	scale	NOUN
aad-515	61	59	(	(	PUNCT
aad-515	61	60	narine	narine	PROPN
aad-515	61	61	&	&	CCONJ
aad-515	61	62	harder	hard	ADJ
aad-515	61	63	)	)	PUNCT
aad-515	61	64	.	.	PUNCT
aad-515	62	1	rds	rd	NOUN
aad-515	63	1	=	=	SYM
aad-515	63	2	nr%	nr%	NOUN
aad-515	63	3	(	(	PUNCT
aad-515	63	4	-1	-1	PUNCT
aad-515	63	5	)	)	PUNCT
aad-515	63	6	+	+	CCONJ
aad-515	63	7	pr%	pr%	X
aad-515	63	8	(	(	PUNCT
aad-515	63	9	1	1	NUM
aad-515	63	10	)	)	PUNCT
aad-515	63	11	+	+	CCONJ
aad-515	63	12	tr%	tr%	NUM
aad-515	63	13	(	(	PUNCT
aad-515	63	14	0	0	NUM
aad-515	63	15	)	)	PUNCT
aad-515	63	16	(	(	PUNCT
aad-515	63	17	2	2	X
aad-515	63	18	)	)	PUNCT
aad-515	63	19	once	once	ADV
aad-515	63	20	mwdss	mwdss	ADV
aad-515	63	21	and	and	CCONJ
aad-515	63	22	rdss	rdss	NOUN
aad-515	63	23	were	be	AUX
aad-515	63	24	calculated	calculate	VERB
aad-515	63	25	,	,	PUNCT
aad-515	63	26	pd	pd	PROPN
aad-515	63	27	priorities	priority	NOUN
aad-515	63	28	were	be	AUX
aad-515	63	29	established	establish	VERB
aad-515	63	30	for	for	ADP
aad-515	63	31	the	the	DET
aad-515	63	32	29	29	NUM
aad-515	63	33	pa	pa	PROPN
aad-515	63	34	competencies	competency	NOUN
aad-515	63	35	based	base	VERB
aad-515	63	36	on	on	ADP
aad-515	63	37	both	both	CCONJ
aad-515	63	38	the	the	DET
aad-515	63	39	borich	borich	NOUN
aad-515	63	40	(	(	PUNCT
aad-515	63	41	1980	1980	NUM
aad-515	63	42	)	)	PUNCT
aad-515	63	43	model	model	NOUN
aad-515	63	44	and	and	CCONJ
aad-515	63	45	the	the	DET
aad-515	63	46	rdm	rdm	PROPN
aad-515	63	47	(	(	PUNCT
aad-515	63	48	narine	narine	PROPN
aad-515	63	49	&	&	CCONJ
aad-515	63	50	harder	hard	ADJ
aad-515	63	51	,	,	PUNCT
aad-515	63	52	2021	2021	NUM
aad-515	63	53	)	)	PUNCT
aad-515	63	54	.	.	PUNCT
aad-515	64	1	the	the	DET
aad-515	64	2	two	two	NUM
aad-515	64	3	sets	set	NOUN
aad-515	64	4	of	of	ADP
aad-515	64	5	priorities	priority	NOUN
aad-515	64	6	were	be	AUX
aad-515	64	7	then	then	ADV
aad-515	64	8	examined	examine	VERB
aad-515	64	9	to	to	PART
aad-515	64	10	determine	determine	VERB
aad-515	64	11	similarities	similarity	NOUN
aad-515	64	12	and	and	CCONJ
aad-515	64	13	differences	difference	NOUN
aad-515	64	14	.	.	PUNCT
aad-515	65	1	next	next	ADV
aad-515	65	2	,	,	PUNCT
aad-515	65	3	the	the	DET
aad-515	65	4	two	two	NUM
aad-515	65	5	sets	set	NOUN
aad-515	65	6	of	of	ADP
aad-515	65	7	scores	score	NOUN
aad-515	65	8	were	be	AUX
aad-515	65	9	correlated	correlate	VERB
aad-515	65	10	to	to	PART
aad-515	65	11	determine	determine	VERB
aad-515	65	12	the	the	DET
aad-515	65	13	percentage	percentage	NOUN
aad-515	65	14	of	of	ADP
aad-515	65	15	shared	shared	ADJ
aad-515	65	16	variance	variance	NOUN
aad-515	65	17	.	.	PUNCT
aad-515	66	1	(	(	PUNCT
aad-515	66	2	because	because	SCONJ
aad-515	66	3	positive	positive	ADJ
aad-515	66	4	mwdss	mwdss	NOUN
aad-515	66	5	indicate	indicate	VERB
aad-515	66	6	pd	pd	PROPN
aad-515	66	7	needs	need	NOUN
aad-515	66	8	,	,	PUNCT
aad-515	66	9	while	while	SCONJ
aad-515	66	10	negative	negative	ADJ
aad-515	66	11	rdss	rdss	NOUN
aad-515	66	12	indicate	indicate	VERB
aad-515	66	13	pd	pd	PROPN
aad-515	66	14	needs	need	NOUN
aad-515	66	15	,	,	PUNCT
aad-515	66	16	the	the	DET
aad-515	66	17	absolute	absolute	ADJ
aad-515	66	18	value	value	NOUN
aad-515	66	19	of	of	ADP
aad-515	66	20	the	the	DET
aad-515	66	21	correlation	correlation	NOUN
aad-515	66	22	coefficient	coefficient	NOUN
aad-515	66	23	was	be	AUX
aad-515	66	24	reported	report	VERB
aad-515	66	25	)	)	PUNCT
aad-515	66	26	.	.	PUNCT
aad-515	67	1	finally	finally	ADV
aad-515	67	2	,	,	PUNCT
aad-515	67	3	the	the	DET
aad-515	67	4	two	two	NUM
aad-515	67	5	sets	set	NOUN
aad-515	67	6	of	of	ADP
aad-515	67	7	pd	pd	PROPN
aad-515	67	8	priority	priority	NOUN
aad-515	67	9	rankings	ranking	NOUN
aad-515	67	10	were	be	AUX
aad-515	67	11	correlated	correlate	VERB
aad-515	67	12	to	to	PART
aad-515	67	13	determine	determine	VERB
aad-515	67	14	the	the	DET
aad-515	67	15	percentage	percentage	NOUN
aad-515	67	16	of	of	ADP
aad-515	67	17	shared	shared	ADJ
aad-515	67	18	variance	variance	NOUN
aad-515	67	19	.	.	PUNCT
aad-515	68	1	results	result	NOUN
aad-515	68	2	mean	mean	VERB
aad-515	68	3	weighted	weight	VERB
aad-515	68	4	discrepancy	discrepancy	NOUN
aad-515	68	5	scores	score	NOUN
aad-515	68	6	(	(	PUNCT
aad-515	68	7	mwdss	mwdss	ADV
aad-515	68	8	)	)	PUNCT
aad-515	68	9	and	and	CCONJ
aad-515	68	10	ranked	rank	VERB
aad-515	68	11	discrepancy	discrepancy	NOUN
aad-515	68	12	scores	score	NOUN
aad-515	68	13	(	(	PUNCT
aad-515	68	14	rdss	rdss	NOUN
aad-515	68	15	)	)	PUNCT
aad-515	68	16	were	be	AUX
aad-515	68	17	calculated	calculate	VERB
aad-515	68	18	for	for	SCONJ
aad-515	68	19	each	each	PRON
aad-515	68	20	of	of	ADP
aad-515	68	21	the	the	DET
aad-515	68	22	29	29	NUM
aad-515	68	23	pa	pa	PROPN
aad-515	68	24	competencies	competency	NOUN
aad-515	68	25	(	(	PUNCT
aad-515	68	26	c1	c1	NOUN
aad-515	68	27	–	–	PUNCT
aad-515	68	28	c29	c29	PROPN
aad-515	68	29	)	)	PUNCT
aad-515	68	30	and	and	CCONJ
aad-515	68	31	priority	priority	NOUN
aad-515	68	32	rankings	ranking	NOUN
aad-515	68	33	were	be	AUX
aad-515	68	34	made	make	VERB
aad-515	68	35	based	base	VERB
aad-515	68	36	on	on	ADP
aad-515	68	37	each	each	DET
aad-515	68	38	type	type	NOUN
aad-515	68	39	of	of	ADP
aad-515	68	40	score	score	NOUN
aad-515	68	41	(	(	PUNCT
aad-515	68	42	table	table	NOUN
aad-515	68	43	1	1	NUM
aad-515	68	44	)	)	PUNCT
aad-515	68	45	.	.	PUNCT
aad-515	69	1	the	the	DET
aad-515	69	2	borich	borich	NOUN
aad-515	69	3	(	(	PUNCT
aad-515	69	4	1980	1980	NUM
aad-515	69	5	)	)	PUNCT
aad-515	69	6	and	and	CCONJ
aad-515	69	7	the	the	DET
aad-515	69	8	ranked	rank	VERB
aad-515	69	9	discrepancy	discrepancy	NOUN
aad-515	69	10	(	(	PUNCT
aad-515	69	11	nadine	nadine	PROPN
aad-515	69	12	&	&	CCONJ
aad-515	69	13	harder	hard	ADJ
aad-515	69	14	,	,	PUNCT
aad-515	69	15	2021	2021	NUM
aad-515	69	16	)	)	PUNCT
aad-515	69	17	models	model	NOUN
aad-515	69	18	produced	produce	VERB
aad-515	69	19	different	different	ADJ
aad-515	69	20	pd	pd	PROPN
aad-515	69	21	priorities	priority	NOUN
aad-515	69	22	.	.	PUNCT
aad-515	70	1	based	base	VERB
aad-515	70	2	on	on	ADP
aad-515	70	3	mwdss	mwdss	NOUN
aad-515	70	4	the	the	DET
aad-515	70	5	two	two	NUM
aad-515	70	6	highest	high	ADJ
aad-515	70	7	pd	pd	NOUN
aad-515	70	8	priorities	priority	NOUN
aad-515	70	9	were	be	AUX
aad-515	70	10	c29	c29	NOUN
aad-515	70	11	and	and	CCONJ
aad-515	70	12	c26	c26	NOUN
aad-515	70	13	;	;	PUNCT
aad-515	70	14	when	when	SCONJ
aad-515	70	15	prioritized	prioritize	VERB
aad-515	70	16	using	use	VERB
aad-515	70	17	rdss	rdss	NOUN
aad-515	70	18	,	,	PUNCT
aad-515	70	19	these	these	DET
aad-515	70	20	competencies	competency	NOUN
aad-515	70	21	were	be	AUX
aad-515	70	22	ranked	rank	VERB
aad-515	70	23	at	at	ADP
aad-515	70	24	10.5	10.5	NUM
aad-515	70	25	(	(	PUNCT
aad-515	70	26	as	as	ADP
aad-515	70	27	part	part	NOUN
aad-515	70	28	of	of	ADP
aad-515	70	29	a	a	DET
aad-515	70	30	four	four	NUM
aad-515	70	31	-	-	PUNCT
aad-515	70	32	way	way	NOUN
aad-515	70	33	tie	tie	NOUN
aad-515	70	34	)	)	PUNCT
aad-515	70	35	.	.	PUNCT
aad-515	71	1	based	base	VERB
aad-515	71	2	on	on	ADP
aad-515	71	3	rdss	rdss	NOUN
aad-515	71	4	,	,	PUNCT
aad-515	71	5	the	the	DET
aad-515	71	6	two	two	NUM
aad-515	71	7	highest	high	ADJ
aad-515	71	8	pd	pd	NOUN
aad-515	71	9	priorities	priority	NOUN
aad-515	71	10	were	be	AUX
aad-515	71	11	c21	c21	NOUN
aad-515	71	12	and	and	CCONJ
aad-515	71	13	c23	c23	PROPN
aad-515	71	14	;	;	PUNCT
aad-515	71	15	these	these	DET
aad-515	71	16	competencies	competency	NOUN
aad-515	71	17	were	be	AUX
aad-515	71	18	rated	rate	VERB
aad-515	71	19	as	as	ADP
aad-515	71	20	the	the	DET
aad-515	71	21	8th	8th	ADJ
aad-515	71	22	and	and	CCONJ
aad-515	71	23	7th	7th	ADJ
aad-515	71	24	highest	high	ADJ
aad-515	71	25	priorities	priority	NOUN
aad-515	71	26	,	,	PUNCT
aad-515	71	27	respectively	respectively	ADV
aad-515	71	28	,	,	PUNCT
aad-515	71	29	using	use	VERB
aad-515	71	30	mwdss	mwdss	NOUN
aad-515	71	31	.	.	PUNCT
aad-515	72	1	there	there	PRON
aad-515	72	2	was	be	VERB
aad-515	72	3	greater	great	ADJ
aad-515	72	4	agreement	agreement	NOUN
aad-515	72	5	between	between	ADP
aad-515	72	6	priorities	priority	NOUN
aad-515	72	7	for	for	ADP
aad-515	72	8	the	the	DET
aad-515	72	9	lower	low	ADJ
aad-515	72	10	priority	priority	NOUN
aad-515	72	11	competencies	competency	NOUN
aad-515	72	12	.	.	PUNCT
aad-515	73	1	for	for	ADP
aad-515	73	2	example	example	NOUN
aad-515	73	3	,	,	PUNCT
aad-515	73	4	three	three	NUM
aad-515	73	5	of	of	ADP
aad-515	73	6	the	the	DET
aad-515	73	7	four	four	NUM
aad-515	73	8	lowest	low	ADJ
aad-515	73	9	priority	priority	NOUN
aad-515	73	10	competencies	competency	NOUN
aad-515	73	11	based	base	VERB
aad-515	73	12	on	on	ADP
aad-515	73	13	both	both	CCONJ
aad-515	73	14	mwdss	mwdss	NOUN
aad-515	73	15	and	and	CCONJ
aad-515	73	16	rdss	rdss	NOUN
aad-515	73	17	were	be	AUX
aad-515	73	18	c14	c14	NOUN
aad-515	73	19	,	,	PUNCT
aad-515	73	20	c15	c15	NOUN
aad-515	73	21	,	,	PUNCT
aad-515	73	22	and	and	CCONJ
aad-515	73	23	c16	c16	NOUN
aad-515	73	24	.	.	PUNCT
aad-515	74	1	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	74	2	johnson	johnson	PROPN
aad-515	74	3	et	et	PROPN
aad-515	74	4	al	al	PROPN
aad-515	74	5	.	.	PROPN
aad-515	74	6	advancements	advancement	NOUN
aad-515	74	7	in	in	ADP
aad-515	74	8	agricultural	agricultural	ADJ
aad-515	74	9	development	development	NOUN
aad-515	74	10	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	74	11	47	47	NUM
aad-515	74	12	table	table	NOUN
aad-515	74	13	1	1	NUM
aad-515	74	14	comparison	comparison	NOUN
aad-515	74	15	of	of	ADP
aad-515	74	16	pa	pa	PROPN
aad-515	74	17	professional	professional	PROPN
aad-515	74	18	development	development	NOUN
aad-515	74	19	priorities	priority	NOUN
aad-515	74	20	based	base	VERB
aad-515	74	21	on	on	ADP
aad-515	74	22	borich	borich	PROPN
aad-515	74	23	and	and	CCONJ
aad-515	74	24	rdm	rdm	PROPN
aad-515	74	25	scores	score	NOUN
aad-515	74	26	scores	score	NOUN
aad-515	74	27	ranks	rank	VERB
aad-515	74	28	by	by	ADP
aad-515	74	29	model	model	NOUN
aad-515	74	30	competency	competency	NOUN
aad-515	74	31	mwds	mwds	PROPN
aad-515	74	32	rds	rds	PROPN
aad-515	74	33	borich	borich	PROPN
aad-515	74	34	rdm	rdm	PROPN
aad-515	74	35	c1	c1	PROPN
aad-515	74	36	9.50	9.50	NUM
aad-515	74	37	-95.4	-95.4	NUM
aad-515	74	38	24	24	NUM
aad-515	74	39	5.5	5.5	NUM
aad-515	74	40	t	t	NOUN
aad-515	74	41	c2	c2	PROPN
aad-515	74	42	10.54	10.54	NUM
aad-515	74	43	-95.4	-95.4	NUM
aad-515	74	44	13	13	NUM
aad-515	74	45	5.5	5.5	NUM
aad-515	74	46	t	t	NOUN
aad-515	74	47	c3	c3	X
aad-515	74	48	10.78	10.78	NUM
aad-515	74	49	-95.4	-95.4	NUM
aad-515	74	50	10	10	NUM
aad-515	74	51	5.5	5.5	NUM
aad-515	74	52	t	t	NOUN
aad-515	74	53	c4	c4	NOUN
aad-515	74	54	10.07	10.07	NUM
aad-515	74	55	-90.9	-90.9	CCONJ
aad-515	74	56	19	19	NUM
aad-515	74	57	14	14	NUM
aad-515	74	58	t	t	NOUN
aad-515	74	59	c5	c5	PROPN
aad-515	74	60	9.88	9.88	NUM
aad-515	74	61	-86.4	-86.4	PROPN
aad-515	74	62	22	22	NUM
aad-515	74	63	18.5	18.5	NUM
aad-515	74	64	t	t	NOUN
aad-515	74	65	c6	c6	PROPN
aad-515	74	66	10.14	10.14	NUM
aad-515	74	67	-86.4	-86.4	PROPN
aad-515	74	68	17	17	NUM
aad-515	74	69	18.5	18.5	NUM
aad-515	74	70	t	t	PROPN
aad-515	74	71	c7	c7	PROPN
aad-515	74	72	10.40	10.40	NUM
aad-515	74	73	-90.9	-90.9	CCONJ
aad-515	74	74	14	14	NUM
aad-515	74	75	14	14	NUM
aad-515	74	76	t	t	NOUN
aad-515	74	77	c8	c8	PROPN
aad-515	74	78	10.77	10.77	NUM
aad-515	74	79	-93.2	-93.2	PROPN
aad-515	74	80	11	11	NUM
aad-515	74	81	10.5	10.5	NUM
aad-515	74	82	t	t	NOUN
aad-515	74	83	c9	c9	NOUN
aad-515	74	84	9.91	9.91	NUM
aad-515	74	85	-81.8	-81.8	SYM
aad-515	74	86	21	21	NUM
aad-515	74	87	24	24	NUM
aad-515	74	88	c10	c10	VERB
aad-515	74	89	10.62	10.62	NUM
aad-515	74	90	-86.4	-86.4	PROPN
aad-515	74	91	12	12	NUM
aad-515	74	92	18.5	18.5	NUM
aad-515	74	93	t	t	NOUN
aad-515	74	94	c11	c11	NOUN
aad-515	74	95	11.53	11.53	NUM
aad-515	74	96	-84.1	-84.1	NOUN
aad-515	74	97	5	5	NUM
aad-515	74	98	22.5	22.5	NUM
aad-515	74	99	t	t	PROPN
aad-515	74	100	c12	c12	PROPN
aad-515	74	101	10.36	10.36	NUM
aad-515	74	102	-86.4	-86.4	PROPN
aad-515	74	103	15	15	NUM
aad-515	74	104	18.5	18.5	NUM
aad-515	74	105	t	t	NOUN
aad-515	74	106	c13	c13	NOUN
aad-515	74	107	7.64	7.64	NUM
aad-515	74	108	-79.5	-79.5	NUM
aad-515	74	109	29	29	NUM
aad-515	74	110	26	26	NUM
aad-515	74	111	t	t	NOUN
aad-515	74	112	c14	c14	NOUN
aad-515	74	113	8.22	8.22	NUM
aad-515	74	114	-79.5	-79.5	NUM
aad-515	74	115	27	27	NUM
aad-515	74	116	26	26	NUM
aad-515	74	117	t	t	NOUN
aad-515	74	118	c15	c15	VERB
aad-515	74	119	8.59	8.59	NUM
aad-515	74	120	-77.3	-77.3	PROPN
aad-515	74	121	26	26	NUM
aad-515	74	122	28.5	28.5	NUM
aad-515	74	123	t	t	PROPN
aad-515	74	124	c16	c16	PROPN
aad-515	74	125	8.19	8.19	NUM
aad-515	74	126	-77.3	-77.3	NUM
aad-515	74	127	28	28	NUM
aad-515	74	128	28.5	28.5	NUM
aad-515	74	129	t	t	PROPN
aad-515	74	130	c17	c17	NOUN
aad-515	74	131	9.66	9.66	NUM
aad-515	74	132	-84.1	-84.1	SYM
aad-515	74	133	23	23	NUM
aad-515	74	134	22.5	22.5	NUM
aad-515	74	135	c18	c18	NOUN
aad-515	74	136	10.09	10.09	NUM
aad-515	74	137	-86.4	-86.4	PROPN
aad-515	74	138	18	18	NUM
aad-515	74	139	18.5	18.5	NUM
aad-515	74	140	t	t	NOUN
aad-515	74	141	c19	c19	NOUN
aad-515	74	142	9.99	9.99	NUM
aad-515	74	143	-86.4	-86.4	NUM
aad-515	74	144	20	20	NUM
aad-515	74	145	18.5	18.5	NUM
aad-515	74	146	t	t	PROPN
aad-515	74	147	c20	c20	NOUN
aad-515	74	148	9.09	9.09	NUM
aad-515	75	1	-79.5	-79.5	NUM
aad-515	75	2	25	25	NUM
aad-515	75	3	26	26	NUM
aad-515	75	4	t	t	NOUN
aad-515	75	5	c21	c21	NOUN
aad-515	75	6	10.95	10.95	NUM
aad-515	75	7	-97.7	-97.7	NUM
aad-515	75	8	8	8	NUM
aad-515	75	9	1.5	1.5	NUM
aad-515	75	10	t	t	NOUN
aad-515	75	11	c22	c22	NOUN
aad-515	75	12	10.88	10.88	NUM
aad-515	75	13	-95.4	-95.4	PROPN
aad-515	75	14	9	9	NUM
aad-515	75	15	5.5	5.5	NUM
aad-515	75	16	t	t	NOUN
aad-515	75	17	c23	c23	PROPN
aad-515	75	18	10.97	10.97	NUM
aad-515	75	19	-97.7	-97.7	NUM
aad-515	75	20	7	7	NUM
aad-515	75	21	1.5	1.5	NUM
aad-515	75	22	t	t	NOUN
aad-515	75	23	c24	c24	NOUN
aad-515	75	24	10.35	10.35	NUM
aad-515	75	25	-93.2	-93.2	NUM
aad-515	75	26	16	16	NUM
aad-515	75	27	10.5	10.5	NUM
aad-515	75	28	t	t	PROPN
aad-515	75	29	c25	c25	PROPN
aad-515	75	30	11.24	11.24	NUM
aad-515	75	31	-95.4	-95.4	NUM
aad-515	75	32	6	6	NUM
aad-515	75	33	5.5	5.5	NUM
aad-515	75	34	t	t	NOUN
aad-515	75	35	c26	c26	NOUN
aad-515	75	36	12.08	12.08	NUM
aad-515	75	37	-93.2	-93.2	PROPN
aad-515	75	38	2	2	NUM
aad-515	75	39	10.5	10.5	NUM
aad-515	75	40	t	t	NOUN
aad-515	75	41	c27	c27	NOUN
aad-515	75	42	11.63	11.63	NUM
aad-515	75	43	-90.9	-90.9	ADP
aad-515	75	44	4	4	NUM
aad-515	75	45	14	14	NUM
aad-515	75	46	t	t	PROPN
aad-515	75	47	c28	c28	NOUN
aad-515	75	48	11.77	11.77	NUM
aad-515	75	49	-95.4	-95.4	NUM
aad-515	75	50	3	3	NUM
aad-515	75	51	5.5	5.5	NUM
aad-515	75	52	t	t	NOUN
aad-515	75	53	c29	c29	VERB
aad-515	75	54	12.33	12.33	NUM
aad-515	75	55	-93.2	-93.2	NUM
aad-515	75	56	1	1	NUM
aad-515	75	57	10.5	10.5	NUM
aad-515	75	58	t	t	NOUN
aad-515	75	59	figure	figure	NOUN
aad-515	75	60	1	1	NUM
aad-515	75	61	presents	present	VERB
aad-515	75	62	a	a	DET
aad-515	75	63	visual	visual	ADJ
aad-515	75	64	display	display	NOUN
aad-515	75	65	of	of	ADP
aad-515	75	66	the	the	DET
aad-515	75	67	priority	priority	NOUN
aad-515	75	68	rankings	ranking	NOUN
aad-515	75	69	for	for	ADP
aad-515	75	70	each	each	DET
aad-515	75	71	competency	competency	NOUN
aad-515	75	72	based	base	VERB
aad-515	75	73	on	on	ADP
aad-515	75	74	mwdss	mwdss	NOUN
aad-515	75	75	and	and	CCONJ
aad-515	75	76	the	the	DET
aad-515	75	77	rdss	rdss	NOUN
aad-515	75	78	.	.	PUNCT
aad-515	76	1	overall	overall	ADV
aad-515	76	2	,	,	PUNCT
aad-515	76	3	the	the	DET
aad-515	76	4	rdm	rdm	PROPN
aad-515	76	5	(	(	PUNCT
aad-515	76	6	narine	narine	PROPN
aad-515	76	7	&	&	CCONJ
aad-515	76	8	harder	hard	ADJ
aad-515	76	9	,	,	PUNCT
aad-515	76	10	2021	2021	NUM
aad-515	76	11	)	)	PUNCT
aad-515	76	12	tended	tend	VERB
aad-515	76	13	to	to	PART
aad-515	76	14	place	place	VERB
aad-515	76	15	lower	low	ADJ
aad-515	76	16	priority	priority	NOUN
aad-515	76	17	on	on	ADP
aad-515	76	18	the	the	DET
aad-515	76	19	competencies	competency	NOUN
aad-515	76	20	the	the	DET
aad-515	76	21	borich	borich	NOUN
aad-515	76	22	(	(	PUNCT
aad-515	76	23	1980	1980	NUM
aad-515	76	24	)	)	PUNCT
aad-515	76	25	model	model	NOUN
aad-515	76	26	prioritized	prioritize	VERB
aad-515	76	27	,	,	PUNCT
aad-515	76	28	and	and	CCONJ
aad-515	76	29	prioritized	prioritize	VERB
aad-515	76	30	competencies	competency	NOUN
aad-515	76	31	given	give	VERB
aad-515	76	32	lower	low	ADJ
aad-515	76	33	priority	priority	NOUN
aad-515	76	34	by	by	ADP
aad-515	76	35	the	the	DET
aad-515	76	36	borich	borich	ADJ
aad-515	76	37	model	model	NOUN
aad-515	76	38	.	.	PUNCT
aad-515	77	1	the	the	DET
aad-515	77	2	mean	mean	ADJ
aad-515	77	3	absolute	absolute	ADJ
aad-515	77	4	difference	difference	NOUN
aad-515	77	5	in	in	ADP
aad-515	77	6	priority	priority	NOUN
aad-515	77	7	rankings	ranking	NOUN
aad-515	77	8	across	across	ADP
aad-515	77	9	all	all	DET
aad-515	77	10	29	29	NUM
aad-515	77	11	competencies	competency	NOUN
aad-515	77	12	using	use	VERB
aad-515	77	13	the	the	DET
aad-515	77	14	two	two	NUM
aad-515	77	15	models	model	NOUN
aad-515	77	16	was	be	AUX
aad-515	77	17	4.62	4.62	NUM
aad-515	77	18	(	(	PUNCT
aad-515	77	19	sd	sd	NOUN
aad-515	77	20	=	=	SYM
aad-515	77	21	4.60	4.60	NUM
aad-515	77	22	)	)	PUNCT
aad-515	77	23	ranks	rank	NOUN
aad-515	77	24	.	.	PUNCT
aad-515	78	1	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	78	2	johnson	johnson	PROPN
aad-515	78	3	et	et	PROPN
aad-515	78	4	al	al	PROPN
aad-515	78	5	.	.	PROPN
aad-515	78	6	advancements	advancement	NOUN
aad-515	78	7	in	in	ADP
aad-515	78	8	agricultural	agricultural	ADJ
aad-515	78	9	development	development	NOUN
aad-515	78	10	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	78	11	48	48	NUM
aad-515	78	12	figure	figure	NOUN
aad-515	78	13	1	1	NUM
aad-515	78	14	priority	priority	NOUN
aad-515	78	15	rankings	ranking	NOUN
aad-515	78	16	for	for	ADP
aad-515	78	17	pa	pa	PROPN
aad-515	78	18	competencies	competency	NOUN
aad-515	78	19	based	base	VERB
aad-515	78	20	on	on	ADP
aad-515	78	21	the	the	DET
aad-515	78	22	borich	borich	NOUN
aad-515	78	23	and	and	CCONJ
aad-515	78	24	rdm	rdm	PROPN
aad-515	78	25	models	model	NOUN
aad-515	78	26	there	there	PRON
aad-515	78	27	was	be	VERB
aad-515	78	28	a	a	DET
aad-515	78	29	significant	significant	ADJ
aad-515	78	30	(	(	PUNCT
aad-515	78	31	p	p	X
aad-515	78	32	<	<	X
aad-515	78	33	.001	.001	NUM
aad-515	78	34	)	)	PUNCT
aad-515	78	35	correlation	correlation	NOUN
aad-515	78	36	between	between	ADP
aad-515	78	37	mwdss	mwdss	NOUN
aad-515	78	38	and	and	CCONJ
aad-515	78	39	rdss	rdss	NOUN
aad-515	78	40	(	(	PUNCT
aad-515	78	41	|r|	|r|	NOUN
aad-515	78	42	=	=	SYM
aad-515	78	43	.74	.74	NUM
aad-515	78	44	)	)	PUNCT
aad-515	78	45	,	,	PUNCT
aad-515	78	46	indicating	indicate	VERB
aad-515	78	47	one	one	NUM
aad-515	78	48	set	set	NOUN
aad-515	78	49	of	of	ADP
aad-515	78	50	scores	score	NOUN
aad-515	78	51	explained	explain	VERB
aad-515	78	52	54.8	54.8	NUM
aad-515	78	53	%	%	NOUN
aad-515	78	54	of	of	ADP
aad-515	78	55	the	the	DET
aad-515	78	56	variance	variance	NOUN
aad-515	78	57	in	in	ADP
aad-515	78	58	the	the	DET
aad-515	78	59	other	other	ADJ
aad-515	78	60	set	set	NOUN
aad-515	78	61	of	of	ADP
aad-515	78	62	scores	score	NOUN
aad-515	78	63	.	.	PUNCT
aad-515	79	1	this	this	PRON
aad-515	79	2	was	be	AUX
aad-515	79	3	substantially	substantially	ADV
aad-515	79	4	lower	low	ADJ
aad-515	79	5	than	than	ADP
aad-515	79	6	the	the	DET
aad-515	79	7	.98	.98	NUM
aad-515	79	8	correlation	correlation	NOUN
aad-515	79	9	(	(	PUNCT
aad-515	79	10	r2	r2	PROPN
aad-515	79	11	=	=	SYM
aad-515	79	12	.96	.96	NUM
aad-515	79	13	)	)	PUNCT
aad-515	79	14	between	between	ADP
aad-515	79	15	mwdss	mwdss	NOUN
aad-515	79	16	and	and	CCONJ
aad-515	79	17	rdss	rdss	NOUN
aad-515	79	18	reported	report	VERB
aad-515	79	19	by	by	ADP
aad-515	79	20	narine	narine	PROPN
aad-515	79	21	and	and	CCONJ
aad-515	79	22	harder	hard	ADJ
aad-515	79	23	(	(	PUNCT
aad-515	79	24	2021	2021	NUM
aad-515	79	25	)	)	PUNCT
aad-515	79	26	.	.	PUNCT
aad-515	80	1	because	because	SCONJ
aad-515	80	2	the	the	DET
aad-515	80	3	ultimate	ultimate	ADJ
aad-515	80	4	purpose	purpose	NOUN
aad-515	80	5	of	of	ADP
aad-515	80	6	the	the	DET
aad-515	80	7	borich	borich	NOUN
aad-515	80	8	and	and	CCONJ
aad-515	80	9	ranked	rank	VERB
aad-515	80	10	discrepancy	discrepancy	NOUN
aad-515	80	11	models	model	NOUN
aad-515	80	12	is	be	AUX
aad-515	80	13	the	the	DET
aad-515	80	14	prioritization	prioritization	NOUN
aad-515	80	15	of	of	ADP
aad-515	80	16	teacher	teacher	NOUN
aad-515	80	17	pd	pd	PROPN
aad-515	80	18	needs	need	NOUN
aad-515	80	19	,	,	PUNCT
aad-515	80	20	a	a	DET
aad-515	80	21	spearman	spearman	NOUN
aad-515	80	22	rank	rank	NOUN
aad-515	80	23	-	-	PUNCT
aad-515	80	24	order	order	NOUN
aad-515	80	25	rho	rho	ADJ
aad-515	80	26	correlation	correlation	NOUN
aad-515	80	27	was	be	AUX
aad-515	80	28	calculated	calculate	VERB
aad-515	80	29	between	between	ADP
aad-515	80	30	the	the	DET
aad-515	80	31	two	two	NUM
aad-515	80	32	sets	set	NOUN
aad-515	80	33	of	of	ADP
aad-515	80	34	priority	priority	NOUN
aad-515	80	35	rankings	ranking	NOUN
aad-515	80	36	,	,	PUNCT
aad-515	80	37	resulting	result	VERB
aad-515	80	38	in	in	ADP
aad-515	80	39	an	an	DET
aad-515	80	40	rs	rs	NOUN
aad-515	80	41	=	=	SYM
aad-515	80	42	.69	.69	NUM
aad-515	80	43	(	(	PUNCT
aad-515	80	44	p	p	X
aad-515	80	45	<	<	X
aad-515	80	46	.001	.001	NUM
aad-515	80	47	)	)	PUNCT
aad-515	80	48	,	,	PUNCT
aad-515	80	49	indicating	indicate	VERB
aad-515	80	50	one	one	NUM
aad-515	80	51	set	set	NOUN
aad-515	80	52	of	of	ADP
aad-515	80	53	rankings	ranking	NOUN
aad-515	80	54	explained	explain	VERB
aad-515	80	55	47.6	47.6	NUM
aad-515	80	56	%	%	NOUN
aad-515	80	57	of	of	ADP
aad-515	80	58	the	the	DET
aad-515	80	59	variance	variance	NOUN
aad-515	80	60	in	in	ADP
aad-515	80	61	the	the	DET
aad-515	80	62	other	other	ADJ
aad-515	80	63	set	set	NOUN
aad-515	80	64	of	of	ADP
aad-515	80	65	rankings	ranking	NOUN
aad-515	80	66	.	.	PUNCT
aad-515	81	1	conclusions	conclusion	NOUN
aad-515	81	2	,	,	PUNCT
aad-515	81	3	discussion	discussion	NOUN
aad-515	81	4	,	,	PUNCT
aad-515	81	5	and	and	CCONJ
aad-515	81	6	recommendations	recommendation	NOUN
aad-515	81	7	contrary	contrary	ADJ
aad-515	81	8	to	to	ADP
aad-515	81	9	narine	narine	PROPN
aad-515	81	10	and	and	CCONJ
aad-515	81	11	harder	hard	ADJ
aad-515	81	12	(	(	PUNCT
aad-515	81	13	2021	2021	NUM
aad-515	81	14	)	)	PUNCT
aad-515	81	15	,	,	PUNCT
aad-515	81	16	we	we	PRON
aad-515	81	17	found	find	VERB
aad-515	81	18	substantial	substantial	ADJ
aad-515	81	19	differences	difference	NOUN
aad-515	81	20	between	between	ADP
aad-515	81	21	the	the	DET
aad-515	81	22	pd	pd	PROPN
aad-515	81	23	priorities	priority	NOUN
aad-515	81	24	established	establish	VERB
aad-515	81	25	by	by	ADP
aad-515	81	26	the	the	DET
aad-515	81	27	borich	borich	NOUN
aad-515	81	28	(	(	PUNCT
aad-515	81	29	1980	1980	NUM
aad-515	81	30	)	)	PUNCT
aad-515	81	31	and	and	CCONJ
aad-515	81	32	ranked	rank	VERB
aad-515	81	33	discrepancy	discrepancy	NOUN
aad-515	81	34	(	(	PUNCT
aad-515	81	35	narine	narine	PROPN
aad-515	81	36	&	&	CCONJ
aad-515	81	37	harder	hard	ADJ
aad-515	81	38	,	,	PUNCT
aad-515	81	39	2021	2021	NUM
aad-515	81	40	)	)	PUNCT
aad-515	81	41	models	model	NOUN
aad-515	81	42	.	.	PUNCT
aad-515	82	1	for	for	ADP
aad-515	82	2	example	example	NOUN
aad-515	82	3	,	,	PUNCT
aad-515	82	4	if	if	SCONJ
aad-515	82	5	a	a	DET
aad-515	82	6	pd	pd	NOUN
aad-515	82	7	workshop	workshop	NOUN
aad-515	82	8	were	be	AUX
aad-515	82	9	to	to	PART
aad-515	82	10	be	be	AUX
aad-515	82	11	offered	offer	VERB
aad-515	82	12	based	base	VERB
aad-515	82	13	on	on	ADP
aad-515	82	14	the	the	DET
aad-515	82	15	five	five	NUM
aad-515	82	16	highest	high	ADJ
aad-515	82	17	priorities	priority	NOUN
aad-515	82	18	by	by	ADP
aad-515	82	19	each	each	DET
aad-515	82	20	method	method	NOUN
aad-515	82	21	,	,	PUNCT
aad-515	82	22	the	the	DET
aad-515	82	23	borich	borich	ADJ
aad-515	82	24	model	model	NOUN
aad-515	82	25	would	would	AUX
aad-515	82	26	prioritize	prioritize	VERB
aad-515	82	27	,	,	PUNCT
aad-515	82	28	in	in	ADP
aad-515	82	29	order	order	NOUN
aad-515	82	30	,	,	PUNCT
aad-515	82	31	competencies	competency	NOUN
aad-515	82	32	c29	c29	NOUN
aad-515	82	33	,	,	PUNCT
aad-515	82	34	c26	c26	NOUN
aad-515	82	35	,	,	PUNCT
aad-515	82	36	c28	c28	NOUN
aad-515	82	37	,	,	PUNCT
aad-515	82	38	c27	c27	NOUN
aad-515	82	39	,	,	PUNCT
aad-515	82	40	and	and	CCONJ
aad-515	82	41	c11	c11	NOUN
aad-515	82	42	.	.	PUNCT
aad-515	83	1	however	however	ADV
aad-515	83	2	,	,	PUNCT
aad-515	83	3	if	if	SCONJ
aad-515	83	4	prioritized	prioritize	VERB
aad-515	83	5	by	by	ADP
aad-515	83	6	the	the	DET
aad-515	83	7	rdm	rdm	PROPN
aad-515	83	8	,	,	PUNCT
aad-515	83	9	the	the	DET
aad-515	83	10	workshop	workshop	NOUN
aad-515	83	11	would	would	AUX
aad-515	83	12	prioritize	prioritize	VERB
aad-515	83	13	competencies	competency	NOUN
aad-515	83	14	c21	c21	NOUN
aad-515	83	15	and	and	CCONJ
aad-515	83	16	c23	c23	PROPN
aad-515	83	17	,	,	PUNCT
aad-515	83	18	followed	follow	VERB
aad-515	83	19	by	by	ADP
aad-515	83	20	three	three	NUM
aad-515	83	21	competencies	competency	NOUN
aad-515	83	22	selected	select	VERB
aad-515	83	23	from	from	ADP
aad-515	83	24	the	the	DET
aad-515	83	25	tied	tie	VERB
aad-515	83	26	ranks	rank	NOUN
aad-515	83	27	of	of	ADP
aad-515	83	28	c1	c1	PROPN
aad-515	83	29	,	,	PUNCT
aad-515	83	30	c2	c2	PROPN
aad-515	83	31	,	,	PUNCT
aad-515	83	32	c3	c3	PROPN
aad-515	83	33	,	,	PUNCT
aad-515	83	34	c22	c22	PROPN
aad-515	83	35	,	,	PUNCT
aad-515	83	36	c25	c25	PROPN
aad-515	83	37	,	,	PUNCT
aad-515	83	38	1	1	NUM
aad-515	83	39	2	2	NUM
aad-515	83	40	3	3	NUM
aad-515	83	41	4	4	NUM
aad-515	83	42	5	5	NUM
aad-515	83	43	6	6	NUM
aad-515	83	44	7	7	NUM
aad-515	83	45	8	8	NUM
aad-515	83	46	9	9	NUM
aad-515	83	47	10	10	NUM
aad-515	83	48	11	11	NUM
aad-515	83	49	12	12	NUM
aad-515	83	50	13	13	NUM
aad-515	83	51	14	14	NUM
aad-515	83	52	15	15	NUM
aad-515	83	53	16	16	NUM
aad-515	83	54	17	17	NUM
aad-515	83	55	18	18	NUM
aad-515	83	56	19	19	NUM
aad-515	83	57	20	20	NUM
aad-515	83	58	21	21	NUM
aad-515	83	59	22	22	NUM
aad-515	83	60	23	23	NUM
aad-515	83	61	24	24	NUM
aad-515	83	62	25	25	NUM
aad-515	83	63	26	26	NUM
aad-515	83	64	27	27	NUM
aad-515	83	65	28	28	NUM
aad-515	83	66	29	29	NUM
aad-515	83	67	1	1	NUM
aad-515	83	68	2	2	NUM
aad-515	83	69	3	3	NUM
aad-515	83	70	4	4	NUM
aad-515	83	71	5	5	NUM
aad-515	83	72	6	6	NUM
aad-515	83	73	7	7	NUM
aad-515	83	74	8	8	NUM
aad-515	83	75	9	9	NUM
aad-515	83	76	10	10	NUM
aad-515	83	77	11	11	NUM
aad-515	83	78	12	12	NUM
aad-515	83	79	13	13	NUM
aad-515	83	80	14	14	NUM
aad-515	83	81	15	15	NUM
aad-515	83	82	16	16	NUM
aad-515	83	83	17	17	NUM
aad-515	83	84	18	18	NUM
aad-515	83	85	19	19	NUM
aad-515	83	86	20	20	NUM
aad-515	83	87	21	21	NUM
aad-515	83	88	22	22	NUM
aad-515	83	89	23	23	NUM
aad-515	83	90	24	24	NUM
aad-515	83	91	25	25	NUM
aad-515	83	92	26	26	NUM
aad-515	83	93	27	27	NUM
aad-515	83	94	28	28	NUM
aad-515	83	95	29	29	NUM
aad-515	83	96	pr	pr	NOUN
aad-515	83	97	io	io	PROPN
aad-515	83	98	rit	rit	PROPN
aad-515	83	99	y	y	PROPN
aad-515	83	100	ra	ra	PROPN
aad-515	83	101	nk	nk	PROPN
aad-515	83	102	in	in	ADP
aad-515	83	103	g	g	PROPN
aad-515	83	104	competency	competency	NOUN
aad-515	83	105	number	number	NOUN
aad-515	83	106	borich	borich	PROPN
aad-515	83	107	rdm	rdm	PROPN
aad-515	83	108	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	83	109	johnson	johnson	PROPN
aad-515	83	110	et	et	PROPN
aad-515	83	111	al	al	PROPN
aad-515	83	112	.	.	PROPN
aad-515	83	113	advancements	advancement	NOUN
aad-515	83	114	in	in	ADP
aad-515	83	115	agricultural	agricultural	ADJ
aad-515	83	116	development	development	NOUN
aad-515	83	117	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	83	118	49	49	NUM
aad-515	83	119	and	and	CCONJ
aad-515	83	120	c28	c28	NOUN
aad-515	83	121	.	.	PUNCT
aad-515	84	1	depending	depend	VERB
aad-515	84	2	upon	upon	SCONJ
aad-515	84	3	the	the	DET
aad-515	84	4	competencies	competency	NOUN
aad-515	84	5	selected	select	VERB
aad-515	84	6	from	from	ADP
aad-515	84	7	the	the	DET
aad-515	84	8	six	six	NUM
aad-515	84	9	tied	tie	VERB
aad-515	84	10	rdm	rdm	NOUN
aad-515	84	11	ranks	rank	NOUN
aad-515	84	12	,	,	PUNCT
aad-515	84	13	the	the	DET
aad-515	84	14	two	two	NUM
aad-515	84	15	workshops	workshop	NOUN
aad-515	84	16	would	would	AUX
aad-515	84	17	include	include	VERB
aad-515	84	18	either	either	CCONJ
aad-515	84	19	zero	zero	NUM
aad-515	84	20	or	or	CCONJ
aad-515	84	21	one	one	NUM
aad-515	84	22	common	common	ADJ
aad-515	84	23	competency	competency	NOUN
aad-515	84	24	.	.	PUNCT
aad-515	85	1	consequently	consequently	ADV
aad-515	85	2	,	,	PUNCT
aad-515	85	3	two	two	NUM
aad-515	85	4	different	different	ADJ
aad-515	85	5	pd	pd	NOUN
aad-515	85	6	workshops	workshop	NOUN
aad-515	85	7	would	would	AUX
aad-515	85	8	be	be	AUX
aad-515	85	9	planned	plan	VERB
aad-515	85	10	and	and	CCONJ
aad-515	85	11	delivered	deliver	VERB
aad-515	85	12	based	base	VERB
aad-515	85	13	on	on	ADP
aad-515	85	14	whether	whether	SCONJ
aad-515	85	15	the	the	DET
aad-515	85	16	borich	borich	ADJ
aad-515	85	17	model	model	NOUN
aad-515	85	18	or	or	CCONJ
aad-515	85	19	the	the	DET
aad-515	85	20	rdm	rdm	PROPN
aad-515	85	21	was	be	AUX
aad-515	85	22	used	use	VERB
aad-515	85	23	to	to	PART
aad-515	85	24	prioritize	prioritize	VERB
aad-515	85	25	pd	pd	PROPN
aad-515	85	26	content	content	NOUN
aad-515	85	27	.	.	PUNCT
aad-515	86	1	with	with	ADP
aad-515	86	2	the	the	DET
aad-515	86	3	rdm	rdm	PROPN
aad-515	86	4	,	,	PUNCT
aad-515	86	5	the	the	DET
aad-515	86	6	prevalence	prevalence	NOUN
aad-515	86	7	of	of	ADP
aad-515	86	8	tied	tie	VERB
aad-515	86	9	priority	priority	NOUN
aad-515	86	10	rankings	ranking	NOUN
aad-515	86	11	complicated	complicated	ADJ
aad-515	86	12	decision	decision	NOUN
aad-515	86	13	making	making	NOUN
aad-515	86	14	,	,	PUNCT
aad-515	86	15	particularly	particularly	ADV
aad-515	86	16	if	if	SCONJ
aad-515	86	17	only	only	ADV
aad-515	86	18	a	a	DET
aad-515	86	19	limited	limited	ADJ
aad-515	86	20	number	number	NOUN
aad-515	86	21	of	of	ADP
aad-515	86	22	competencies	competency	NOUN
aad-515	86	23	could	could	AUX
aad-515	86	24	be	be	AUX
aad-515	86	25	addressed	address	VERB
aad-515	86	26	.	.	PUNCT
aad-515	87	1	as	as	ADP
aad-515	87	2	a	a	DET
aad-515	87	3	result	result	NOUN
aad-515	87	4	,	,	PUNCT
aad-515	87	5	the	the	DET
aad-515	87	6	best	good	ADJ
aad-515	87	7	allocation	allocation	NOUN
aad-515	87	8	of	of	ADP
aad-515	87	9	scarce	scarce	ADJ
aad-515	87	10	pd	pd	PROPN
aad-515	87	11	resources	resource	NOUN
aad-515	87	12	was	be	AUX
aad-515	87	13	not	not	PART
aad-515	87	14	clear	clear	ADJ
aad-515	87	15	.	.	PUNCT
aad-515	88	1	the	the	DET
aad-515	88	2	pearson	pearson	NOUN
aad-515	88	3	-	-	PUNCT
aad-515	88	4	product	product	NOUN
aad-515	88	5	moment	moment	NOUN
aad-515	88	6	correlation	correlation	NOUN
aad-515	88	7	between	between	ADP
aad-515	88	8	the	the	DET
aad-515	88	9	mwdss	mwdss	NOUN
aad-515	88	10	(	(	PUNCT
aad-515	88	11	borich	borich	ADJ
aad-515	88	12	model	model	NOUN
aad-515	88	13	)	)	PUNCT
aad-515	88	14	and	and	CCONJ
aad-515	88	15	the	the	DET
aad-515	88	16	rdss	rdss	NOUN
aad-515	88	17	(	(	PUNCT
aad-515	88	18	ranked	rank	VERB
aad-515	88	19	discrepancy	discrepancy	NOUN
aad-515	88	20	model	model	NOUN
aad-515	88	21	)	)	PUNCT
aad-515	88	22	indicated	indicate	VERB
aad-515	88	23	one	one	NUM
aad-515	88	24	discrepancy	discrepancy	NOUN
aad-515	88	25	model	model	NOUN
aad-515	88	26	failed	fail	VERB
aad-515	88	27	to	to	PART
aad-515	88	28	explain	explain	VERB
aad-515	88	29	45.2	45.2	NUM
aad-515	88	30	%	%	NOUN
aad-515	88	31	of	of	ADP
aad-515	88	32	the	the	DET
aad-515	88	33	variance	variance	NOUN
aad-515	88	34	in	in	ADP
aad-515	88	35	the	the	DET
aad-515	88	36	other	other	ADJ
aad-515	88	37	discrepancy	discrepancy	NOUN
aad-515	88	38	model	model	NOUN
aad-515	88	39	.	.	PUNCT
aad-515	89	1	when	when	SCONJ
aad-515	89	2	comparing	compare	VERB
aad-515	89	3	ranked	rank	VERB
aad-515	89	4	pd	pd	NOUN
aad-515	89	5	priorities	priority	NOUN
aad-515	89	6	,	,	PUNCT
aad-515	89	7	the	the	DET
aad-515	89	8	spearman	spearman	NOUN
aad-515	89	9	correlation	correlation	NOUN
aad-515	89	10	indicated	indicate	VERB
aad-515	89	11	that	that	SCONJ
aad-515	89	12	one	one	NUM
aad-515	89	13	discrepancy	discrepancy	NOUN
aad-515	89	14	model	model	NOUN
aad-515	89	15	failed	fail	VERB
aad-515	89	16	to	to	PART
aad-515	89	17	explain	explain	VERB
aad-515	89	18	52.4	52.4	NUM
aad-515	89	19	%	%	NOUN
aad-515	89	20	of	of	ADP
aad-515	89	21	the	the	DET
aad-515	89	22	variance	variance	NOUN
aad-515	89	23	in	in	ADP
aad-515	89	24	rankings	ranking	NOUN
aad-515	89	25	by	by	ADP
aad-515	89	26	the	the	DET
aad-515	89	27	other	other	ADJ
aad-515	89	28	discrepancy	discrepancy	NOUN
aad-515	89	29	model	model	NOUN
aad-515	89	30	.	.	PUNCT
aad-515	90	1	the	the	DET
aad-515	90	2	question	question	NOUN
aad-515	90	3	emerged	emerge	VERB
aad-515	90	4	as	as	ADP
aad-515	90	5	to	to	ADP
aad-515	90	6	why	why	SCONJ
aad-515	90	7	the	the	DET
aad-515	90	8	scores	score	NOUN
aad-515	90	9	and	and	CCONJ
aad-515	90	10	the	the	DET
aad-515	90	11	priority	priority	NOUN
aad-515	90	12	rankings	ranking	NOUN
aad-515	90	13	differed	differ	VERB
aad-515	90	14	between	between	ADP
aad-515	90	15	the	the	DET
aad-515	90	16	two	two	NUM
aad-515	90	17	discrepancy	discrepancy	NOUN
aad-515	90	18	models	model	NOUN
aad-515	90	19	.	.	PUNCT
aad-515	91	1	our	our	PRON
aad-515	91	2	conclusion	conclusion	NOUN
aad-515	91	3	was	be	AUX
aad-515	91	4	that	that	SCONJ
aad-515	91	5	use	use	NOUN
aad-515	91	6	of	of	ADP
aad-515	91	7	the	the	DET
aad-515	91	8	rdm	rdm	PROPN
aad-515	91	9	(	(	PUNCT
aad-515	91	10	narine	narine	PROPN
aad-515	91	11	&	&	CCONJ
aad-515	91	12	harder	hard	ADJ
aad-515	91	13	,	,	PUNCT
aad-515	91	14	2021	2021	NUM
aad-515	91	15	)	)	PUNCT
aad-515	91	16	reduced	reduce	VERB
aad-515	91	17	valuable	valuable	ADJ
aad-515	91	18	information	information	NOUN
aad-515	91	19	contained	contain	VERB
aad-515	91	20	in	in	ADP
aad-515	91	21	the	the	DET
aad-515	91	22	survey	survey	NOUN
aad-515	91	23	data	datum	NOUN
aad-515	91	24	by	by	ADP
aad-515	91	25	not	not	PART
aad-515	91	26	using	use	VERB
aad-515	91	27	a	a	DET
aad-515	91	28	measure	measure	NOUN
aad-515	91	29	of	of	ADP
aad-515	91	30	overall	overall	ADJ
aad-515	91	31	perceived	perceive	VERB
aad-515	91	32	importance	importance	NOUN
aad-515	91	33	as	as	ADP
aad-515	91	34	a	a	DET
aad-515	91	35	weighting	weighting	NOUN
aad-515	91	36	factor	factor	NOUN
aad-515	91	37	.	.	PUNCT
aad-515	92	1	as	as	ADP
aad-515	92	2	an	an	DET
aad-515	92	3	example	example	NOUN
aad-515	92	4	,	,	PUNCT
aad-515	92	5	assume	assume	VERB
aad-515	92	6	two	two	NUM
aad-515	92	7	competencies	competency	NOUN
aad-515	92	8	(	(	PUNCT
aad-515	92	9	a	a	PRON
aad-515	92	10	and	and	CCONJ
aad-515	92	11	b	b	NOUN
aad-515	92	12	)	)	PUNCT
aad-515	92	13	were	be	AUX
aad-515	92	14	rated	rate	VERB
aad-515	92	15	by	by	ADP
aad-515	92	16	five	five	NUM
aad-515	92	17	respondents	respondent	NOUN
aad-515	92	18	on	on	ADP
aad-515	92	19	1	1	NUM
aad-515	92	20	to	to	PART
aad-515	92	21	5	5	NUM
aad-515	92	22	importance	importance	NOUN
aad-515	92	23	and	and	CCONJ
aad-515	92	24	ability	ability	NOUN
aad-515	92	25	scales	scale	NOUN
aad-515	92	26	.	.	PUNCT
aad-515	93	1	using	use	VERB
aad-515	93	2	the	the	DET
aad-515	93	3	rdm	rdm	NOUN
aad-515	93	4	,	,	PUNCT
aad-515	93	5	if	if	SCONJ
aad-515	93	6	four	four	NUM
aad-515	93	7	respondents	respondent	NOUN
aad-515	93	8	(	(	PUNCT
aad-515	93	9	80	80	NUM
aad-515	93	10	%	%	NOUN
aad-515	93	11	)	)	PUNCT
aad-515	93	12	rated	rate	VERB
aad-515	93	13	competency	competency	NOUN
aad-515	93	14	a	a	PRON
aad-515	93	15	as	as	ADP
aad-515	93	16	five	five	NUM
aad-515	93	17	in	in	ADP
aad-515	93	18	importance	importance	NOUN
aad-515	93	19	and	and	CCONJ
aad-515	93	20	one	one	NUM
aad-515	93	21	in	in	ADP
aad-515	93	22	ability	ability	NOUN
aad-515	93	23	,	,	PUNCT
aad-515	93	24	and	and	CCONJ
aad-515	93	25	one	one	NUM
aad-515	93	26	respondent	respondent	NOUN
aad-515	93	27	(	(	PUNCT
aad-515	93	28	20	20	NUM
aad-515	93	29	%	%	NOUN
aad-515	93	30	)	)	PUNCT
aad-515	93	31	rated	rate	VERB
aad-515	93	32	importance	importance	NOUN
aad-515	93	33	as	as	ADP
aad-515	93	34	one	one	NUM
aad-515	93	35	and	and	CCONJ
aad-515	93	36	ability	ability	NOUN
aad-515	93	37	as	as	ADP
aad-515	93	38	five	five	NUM
aad-515	93	39	,	,	PUNCT
aad-515	93	40	the	the	DET
aad-515	93	41	rds	rds	NOUN
aad-515	93	42	would	would	AUX
aad-515	93	43	be	be	AUX
aad-515	93	44	-60	-60	PUNCT
aad-515	93	45	.	.	PUNCT
aad-515	94	1	likewise	likewise	ADV
aad-515	94	2	,	,	PUNCT
aad-515	94	3	for	for	ADP
aad-515	94	4	competency	competency	NOUN
aad-515	94	5	b	b	PROPN
aad-515	94	6	,	,	PUNCT
aad-515	94	7	if	if	SCONJ
aad-515	94	8	four	four	NUM
aad-515	94	9	respondents	respondent	NOUN
aad-515	94	10	(	(	PUNCT
aad-515	94	11	80	80	NUM
aad-515	94	12	%	%	NOUN
aad-515	94	13	)	)	PUNCT
aad-515	94	14	rated	rate	VERB
aad-515	94	15	importance	importance	NOUN
aad-515	94	16	as	as	ADP
aad-515	94	17	two	two	NUM
aad-515	94	18	and	and	CCONJ
aad-515	94	19	ability	ability	NOUN
aad-515	94	20	as	as	ADP
aad-515	94	21	one	one	NUM
aad-515	94	22	,	,	PUNCT
aad-515	94	23	and	and	CCONJ
aad-515	94	24	one	one	NUM
aad-515	94	25	respondent	respondent	NOUN
aad-515	94	26	(	(	PUNCT
aad-515	94	27	20	20	NUM
aad-515	94	28	%	%	NOUN
aad-515	94	29	)	)	PUNCT
aad-515	94	30	rated	rate	VERB
aad-515	94	31	importance	importance	NOUN
aad-515	94	32	as	as	ADP
aad-515	94	33	one	one	NUM
aad-515	94	34	and	and	CCONJ
aad-515	94	35	ability	ability	NOUN
aad-515	94	36	as	as	ADP
aad-515	94	37	two	two	NUM
aad-515	94	38	,	,	PUNCT
aad-515	94	39	the	the	DET
aad-515	94	40	rds	rds	NOUN
aad-515	94	41	would	would	AUX
aad-515	94	42	also	also	ADV
aad-515	94	43	be	be	AUX
aad-515	94	44	-60	-60	PUNCT
aad-515	94	45	,	,	PUNCT
aad-515	94	46	and	and	CCONJ
aad-515	94	47	the	the	DET
aad-515	94	48	two	two	NUM
aad-515	94	49	competencies	competency	NOUN
aad-515	94	50	would	would	AUX
aad-515	94	51	receive	receive	VERB
aad-515	94	52	equal	equal	ADJ
aad-515	94	53	priority	priority	NOUN
aad-515	94	54	based	base	VERB
aad-515	94	55	on	on	ADP
aad-515	94	56	rdss	rdss	NOUN
aad-515	94	57	.	.	PUNCT
aad-515	95	1	however	however	ADV
aad-515	95	2	,	,	PUNCT
aad-515	95	3	given	give	VERB
aad-515	95	4	the	the	DET
aad-515	95	5	importance	importance	NOUN
aad-515	95	6	ratings	rating	NOUN
aad-515	95	7	,	,	PUNCT
aad-515	95	8	respondents	respondent	NOUN
aad-515	95	9	clearly	clearly	ADV
aad-515	95	10	see	see	VERB
aad-515	95	11	competency	competency	NOUN
aad-515	95	12	a	a	DET
aad-515	95	13	as	as	ADV
aad-515	95	14	more	more	ADV
aad-515	95	15	important	important	ADJ
aad-515	95	16	than	than	ADP
aad-515	95	17	competency	competency	NOUN
aad-515	95	18	b	b	NOUN
aad-515	95	19	;	;	PUNCT
aad-515	95	20	thus	thus	ADV
aad-515	95	21	,	,	PUNCT
aad-515	95	22	competency	competency	NOUN
aad-515	95	23	a	a	PRON
aad-515	95	24	should	should	AUX
aad-515	95	25	receive	receive	VERB
aad-515	95	26	priority	priority	NOUN
aad-515	95	27	as	as	ADP
aad-515	95	28	a	a	DET
aad-515	95	29	pd	pd	NOUN
aad-515	95	30	topic	topic	NOUN
aad-515	95	31	.	.	PUNCT
aad-515	96	1	in	in	ADP
aad-515	96	2	contrast	contrast	NOUN
aad-515	96	3	to	to	ADP
aad-515	96	4	the	the	DET
aad-515	96	5	rdm	rdm	NOUN
aad-515	96	6	,	,	PUNCT
aad-515	96	7	because	because	SCONJ
aad-515	96	8	the	the	DET
aad-515	96	9	borich	borich	PROPN
aad-515	96	10	model	model	NOUN
aad-515	96	11	weights	weight	VERB
aad-515	96	12	the	the	DET
aad-515	96	13	discrepancy	discrepancy	NOUN
aad-515	96	14	score	score	NOUN
aad-515	96	15	by	by	ADP
aad-515	96	16	the	the	DET
aad-515	96	17	mean	mean	ADJ
aad-515	96	18	importance	importance	NOUN
aad-515	96	19	of	of	ADP
aad-515	96	20	the	the	DET
aad-515	96	21	competency	competency	NOUN
aad-515	96	22	,	,	PUNCT
aad-515	96	23	the	the	DET
aad-515	96	24	mwds	mwd	NOUN
aad-515	96	25	for	for	ADP
aad-515	96	26	competency	competency	NOUN
aad-515	96	27	a	a	PRON
aad-515	96	28	would	would	AUX
aad-515	96	29	be	be	AUX
aad-515	96	30	10.08	10.08	NUM
aad-515	96	31	while	while	SCONJ
aad-515	96	32	the	the	DET
aad-515	96	33	mwds	mwd	NOUN
aad-515	96	34	for	for	ADP
aad-515	96	35	competency	competency	NOUN
aad-515	96	36	b	b	PROPN
aad-515	96	37	would	would	AUX
aad-515	96	38	be	be	AUX
aad-515	96	39	1.08	1.08	NUM
aad-515	96	40	.	.	PUNCT
aad-515	97	1	thus	thus	ADV
aad-515	97	2	,	,	PUNCT
aad-515	97	3	by	by	ADP
aad-515	97	4	including	include	VERB
aad-515	97	5	the	the	DET
aad-515	97	6	mean	mean	ADJ
aad-515	97	7	importance	importance	NOUN
aad-515	97	8	for	for	ADP
aad-515	97	9	each	each	DET
aad-515	97	10	competency	competency	NOUN
aad-515	97	11	,	,	PUNCT
aad-515	97	12	the	the	DET
aad-515	97	13	borich	borich	PROPN
aad-515	97	14	model	model	NOUN
aad-515	97	15	clearly	clearly	ADV
aad-515	97	16	identifies	identify	VERB
aad-515	97	17	competency	competency	NOUN
aad-515	97	18	a	a	PRON
aad-515	97	19	as	as	ADP
aad-515	97	20	the	the	DET
aad-515	97	21	priority	priority	NOUN
aad-515	97	22	pd	pd	NOUN
aad-515	97	23	topic	topic	NOUN
aad-515	97	24	.	.	PUNCT
aad-515	98	1	this	this	PRON
aad-515	98	2	demonstrates	demonstrate	VERB
aad-515	98	3	the	the	DET
aad-515	98	4	efficacy	efficacy	NOUN
aad-515	98	5	of	of	ADP
aad-515	98	6	using	use	VERB
aad-515	98	7	perceived	perceive	VERB
aad-515	98	8	importance	importance	NOUN
aad-515	98	9	as	as	ADP
aad-515	98	10	a	a	DET
aad-515	98	11	weighting	weighting	NOUN
aad-515	98	12	factor	factor	NOUN
aad-515	98	13	in	in	ADP
aad-515	98	14	determining	determine	VERB
aad-515	98	15	pd	pd	NOUN
aad-515	98	16	priorities	priority	NOUN
aad-515	98	17	.	.	PUNCT
aad-515	99	1	there	there	PRON
aad-515	99	2	can	can	AUX
aad-515	99	3	be	be	AUX
aad-515	99	4	legitimate	legitimate	ADJ
aad-515	99	5	discussion	discussion	NOUN
aad-515	99	6	and	and	CCONJ
aad-515	99	7	disagreement	disagreement	NOUN
aad-515	99	8	related	relate	VERB
aad-515	99	9	to	to	ADP
aad-515	99	10	the	the	DET
aad-515	99	11	measurement	measurement	NOUN
aad-515	99	12	and	and	CCONJ
aad-515	99	13	statistical	statistical	ADJ
aad-515	99	14	issues	issue	NOUN
aad-515	99	15	of	of	ADP
aad-515	99	16	using	use	VERB
aad-515	99	17	either	either	CCONJ
aad-515	99	18	the	the	DET
aad-515	99	19	borich	borich	NOUN
aad-515	99	20	(	(	PUNCT
aad-515	99	21	1980	1980	NUM
aad-515	99	22	)	)	PUNCT
aad-515	99	23	model	model	NOUN
aad-515	99	24	or	or	CCONJ
aad-515	99	25	the	the	DET
aad-515	99	26	rdm	rdm	PROPN
aad-515	99	27	(	(	PUNCT
aad-515	99	28	narine	narine	PROPN
aad-515	99	29	&	&	CCONJ
aad-515	99	30	harder	hard	ADJ
aad-515	99	31	,	,	PUNCT
aad-515	99	32	2021	2021	NUM
aad-515	99	33	)	)	PUNCT
aad-515	99	34	.	.	PUNCT
aad-515	100	1	the	the	DET
aad-515	100	2	borich	borich	PROPN
aad-515	100	3	model	model	NOUN
aad-515	100	4	treats	treat	VERB
aad-515	100	5	single	single	ADJ
aad-515	100	6	-	-	PUNCT
aad-515	100	7	item	item	NOUN
aad-515	100	8	scale	scale	NOUN
aad-515	100	9	responses	response	NOUN
aad-515	100	10	as	as	ADP
aad-515	100	11	interval	interval	NOUN
aad-515	100	12	level	level	NOUN
aad-515	100	13	data	datum	NOUN
aad-515	100	14	in	in	ADP
aad-515	100	15	the	the	DET
aad-515	100	16	calculation	calculation	NOUN
aad-515	100	17	of	of	ADP
aad-515	100	18	discrepancy	discrepancy	NOUN
aad-515	100	19	scores	score	NOUN
aad-515	100	20	,	,	PUNCT
aad-515	100	21	weighted	weight	VERB
aad-515	100	22	discrepancy	discrepancy	NOUN
aad-515	100	23	scores	score	NOUN
aad-515	100	24	and	and	CCONJ
aad-515	100	25	,	,	PUNCT
aad-515	100	26	finally	finally	ADV
aad-515	100	27	mwdss	mwdss	ADJ
aad-515	100	28	.	.	PUNCT
aad-515	101	1	however	however	ADV
aad-515	101	2	,	,	PUNCT
aad-515	101	3	the	the	DET
aad-515	101	4	argument	argument	NOUN
aad-515	101	5	from	from	ADP
aad-515	101	6	statistical	statistical	ADJ
aad-515	101	7	theory	theory	NOUN
aad-515	101	8	that	that	SCONJ
aad-515	101	9	scale	scale	NOUN
aad-515	101	10	of	of	ADP
aad-515	101	11	measurement	measurement	NOUN
aad-515	101	12	does	do	AUX
aad-515	101	13	not	not	PART
aad-515	101	14	dictate	dictate	VERB
aad-515	101	15	statistical	statistical	ADJ
aad-515	101	16	procedures	procedure	NOUN
aad-515	101	17	(	(	PUNCT
aad-515	101	18	gaito	gaito	NOUN
aad-515	101	19	,	,	PUNCT
aad-515	101	20	1980	1980	NUM
aad-515	101	21	;	;	PUNCT
aad-515	101	22	harwell	harwell	PROPN
aad-515	101	23	&	&	CCONJ
aad-515	101	24	gatti	gatti	PROPN
aad-515	101	25	,	,	PUNCT
aad-515	101	26	2001	2001	NUM
aad-515	101	27	;	;	PUNCT
aad-515	101	28	lord	lord	PROPN
aad-515	101	29	,	,	PUNCT
aad-515	101	30	1953	1953	NUM
aad-515	101	31	;	;	PUNCT
aad-515	101	32	norman	norman	PROPN
aad-515	101	33	,	,	PUNCT
aad-515	101	34	2010	2010	NUM
aad-515	101	35	;	;	PUNCT
aad-515	101	36	zumbo	zumbo	PROPN
aad-515	101	37	&	&	CCONJ
aad-515	101	38	zimmerman	zimmerman	PROPN
aad-515	101	39	,	,	PUNCT
aad-515	101	40	1993	1993	NUM
aad-515	101	41	)	)	PUNCT
aad-515	101	42	supports	support	VERB
aad-515	101	43	this	this	DET
aad-515	101	44	use	use	NOUN
aad-515	101	45	.	.	PUNCT
aad-515	102	1	conversely	conversely	ADV
aad-515	102	2	,	,	PUNCT
aad-515	102	3	use	use	NOUN
aad-515	102	4	of	of	ADP
aad-515	102	5	the	the	DET
aad-515	102	6	rdm	rdm	PROPN
aad-515	102	7	essentially	essentially	ADV
aad-515	102	8	reduces	reduce	VERB
aad-515	102	9	measurement	measurement	NOUN
aad-515	102	10	to	to	ADP
aad-515	102	11	-1	-1	VERB
aad-515	102	12	,	,	PUNCT
aad-515	102	13	0	0	NUM
aad-515	102	14	,	,	PUNCT
aad-515	102	15	or	or	CCONJ
aad-515	102	16	1	1	NUM
aad-515	102	17	,	,	PUNCT
aad-515	102	18	and	and	CCONJ
aad-515	102	19	subsequently	subsequently	ADV
aad-515	102	20	ignores	ignore	VERB
aad-515	102	21	the	the	DET
aad-515	102	22	0	0	NUM
aad-515	102	23	scores	score	NOUN
aad-515	102	24	.	.	PUNCT
aad-515	103	1	this	this	PRON
aad-515	103	2	leads	lead	VERB
aad-515	103	3	to	to	ADP
aad-515	103	4	a	a	DET
aad-515	103	5	reduction	reduction	NOUN
aad-515	103	6	of	of	ADP
aad-515	103	7	information	information	NOUN
aad-515	103	8	contained	contain	VERB
aad-515	103	9	in	in	ADP
aad-515	103	10	the	the	DET
aad-515	103	11	original	original	ADJ
aad-515	103	12	data	datum	NOUN
aad-515	103	13	concerning	concern	VERB
aad-515	103	14	the	the	DET
aad-515	103	15	importance	importance	NOUN
aad-515	103	16	and	and	CCONJ
aad-515	103	17	ability	ability	NOUN
aad-515	103	18	relative	relative	ADJ
aad-515	103	19	to	to	ADP
aad-515	103	20	the	the	DET
aad-515	103	21	competencies	competency	NOUN
aad-515	103	22	.	.	PUNCT
aad-515	104	1	further	far	ADV
aad-515	104	2	,	,	PUNCT
aad-515	104	3	the	the	DET
aad-515	104	4	rdm	rdm	NOUN
aad-515	104	5	does	do	AUX
aad-515	104	6	not	not	PART
aad-515	104	7	give	give	VERB
aad-515	104	8	weight	weight	NOUN
aad-515	104	9	to	to	ADP
aad-515	104	10	the	the	DET
aad-515	104	11	overall	overall	ADJ
aad-515	104	12	importance	importance	NOUN
aad-515	104	13	ratings	rating	NOUN
aad-515	104	14	in	in	ADP
aad-515	104	15	prioritizing	prioritize	VERB
aad-515	104	16	pd	pd	PROPN
aad-515	104	17	needs	need	NOUN
aad-515	104	18	.	.	PUNCT
aad-515	105	1	we	we	PRON
aad-515	105	2	believe	believe	VERB
aad-515	105	3	the	the	DET
aad-515	105	4	arguments	argument	NOUN
aad-515	105	5	from	from	ADP
aad-515	105	6	statistical	statistical	ADJ
aad-515	105	7	theory	theory	NOUN
aad-515	105	8	supporting	support	VERB
aad-515	105	9	use	use	NOUN
aad-515	105	10	of	of	ADP
aad-515	105	11	the	the	DET
aad-515	105	12	mean	mean	NOUN
aad-515	105	13	with	with	ADP
aad-515	105	14	individual	individual	ADJ
aad-515	105	15	likert	likert	ADJ
aad-515	105	16	items	item	NOUN
aad-515	105	17	to	to	PART
aad-515	105	18	calculate	calculate	VERB
aad-515	105	19	mwdss	mwdss	ADV
aad-515	105	20	when	when	SCONJ
aad-515	105	21	using	use	VERB
aad-515	105	22	the	the	DET
aad-515	105	23	borich	borich	NOUN
aad-515	105	24	(	(	PUNCT
aad-515	105	25	1980	1980	NUM
aad-515	105	26	)	)	PUNCT
aad-515	105	27	model	model	NOUN
aad-515	105	28	are	be	AUX
aad-515	105	29	compelling	compelling	ADJ
aad-515	105	30	;	;	PUNCT
aad-515	105	31	however	however	ADV
aad-515	105	32	,	,	PUNCT
aad-515	105	33	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	105	34	johnson	johnson	PROPN
aad-515	105	35	et	et	PROPN
aad-515	105	36	al	al	PROPN
aad-515	105	37	.	.	PROPN
aad-515	105	38	advancements	advancement	NOUN
aad-515	105	39	in	in	ADP
aad-515	105	40	agricultural	agricultural	ADJ
aad-515	105	41	development	development	NOUN
aad-515	105	42	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	105	43	50	50	NUM
aad-515	105	44	for	for	ADP
aad-515	105	45	those	those	PRON
aad-515	105	46	not	not	PART
aad-515	105	47	convinced	convince	VERB
aad-515	105	48	and	and	CCONJ
aad-515	105	49	preferring	prefer	VERB
aad-515	105	50	the	the	DET
aad-515	105	51	rdm	rdm	PROPN
aad-515	105	52	(	(	PUNCT
aad-515	105	53	narine	narine	PROPN
aad-515	105	54	&	&	CCONJ
aad-515	105	55	harder	hard	ADJ
aad-515	105	56	,	,	PUNCT
aad-515	105	57	2021	2021	NUM
aad-515	105	58	)	)	PUNCT
aad-515	105	59	,	,	PUNCT
aad-515	105	60	a	a	DET
aad-515	105	61	modest	modest	ADJ
aad-515	105	62	suggestion	suggestion	NOUN
aad-515	105	63	would	would	AUX
aad-515	105	64	be	be	AUX
aad-515	105	65	to	to	PART
aad-515	105	66	incorporate	incorporate	VERB
aad-515	105	67	the	the	DET
aad-515	105	68	median	median	ADJ
aad-515	105	69	importance	importance	NOUN
aad-515	105	70	into	into	ADP
aad-515	105	71	the	the	DET
aad-515	105	72	calculation	calculation	NOUN
aad-515	105	73	by	by	ADP
aad-515	105	74	multiplying	multiply	VERB
aad-515	105	75	the	the	DET
aad-515	105	76	rds	rd	NOUN
aad-515	105	77	for	for	ADP
aad-515	105	78	each	each	DET
aad-515	105	79	item	item	NOUN
aad-515	105	80	by	by	ADP
aad-515	105	81	the	the	DET
aad-515	105	82	median	median	ADJ
aad-515	105	83	importance	importance	NOUN
aad-515	105	84	for	for	ADP
aad-515	105	85	that	that	DET
aad-515	105	86	item	item	NOUN
aad-515	105	87	.	.	PUNCT
aad-515	106	1	perhaps	perhaps	ADV
aad-515	106	2	the	the	DET
aad-515	106	3	resulting	result	VERB
aad-515	106	4	score	score	NOUN
aad-515	106	5	might	might	AUX
aad-515	106	6	be	be	AUX
aad-515	106	7	called	call	VERB
aad-515	106	8	a	a	DET
aad-515	106	9	‘	'	PUNCT
aad-515	106	10	median	median	ADJ
aad-515	106	11	weighted	weight	VERB
aad-515	106	12	ranked	rank	VERB
aad-515	106	13	discrepancy	discrepancy	NOUN
aad-515	106	14	score	score	NOUN
aad-515	106	15	’	'	PUNCT
aad-515	106	16	(	(	PUNCT
aad-515	106	17	mwrds	mwrd	NOUN
aad-515	106	18	)	)	PUNCT
aad-515	106	19	.	.	PUNCT
aad-515	107	1	when	when	SCONJ
aad-515	107	2	we	we	PRON
aad-515	107	3	calculated	calculate	VERB
aad-515	107	4	mwrdss	mwrdss	NOUN
aad-515	107	5	and	and	CCONJ
aad-515	107	6	correlated	correlate	VERB
aad-515	107	7	these	these	DET
aad-515	107	8	scores	score	NOUN
aad-515	107	9	to	to	ADP
aad-515	107	10	the	the	DET
aad-515	107	11	mwdss	mwdss	NOUN
aad-515	107	12	using	use	VERB
aad-515	107	13	our	our	PRON
aad-515	107	14	dataset	dataset	NOUN
aad-515	107	15	,	,	PUNCT
aad-515	107	16	the	the	DET
aad-515	107	17	correlation	correlation	NOUN
aad-515	107	18	between	between	ADP
aad-515	107	19	scores	score	NOUN
aad-515	107	20	increased	increase	VERB
aad-515	107	21	to	to	ADP
aad-515	107	22	|r|	|r|	X
aad-515	107	23	=	=	SYM
aad-515	107	24	.88	.88	NUM
aad-515	107	25	(	(	PUNCT
aad-515	107	26	from	from	ADP
aad-515	107	27	|r|	|r|	X
aad-515	107	28	=	=	SYM
aad-515	107	29	.74	.74	NUM
aad-515	107	30	)	)	PUNCT
aad-515	107	31	and	and	CCONJ
aad-515	107	32	the	the	DET
aad-515	107	33	spearman	spearman	NOUN
aad-515	107	34	rho	rho	ADJ
aad-515	107	35	correlation	correlation	NOUN
aad-515	107	36	between	between	ADP
aad-515	107	37	pd	pd	PROPN
aad-515	107	38	priority	priority	NOUN
aad-515	107	39	rankings	ranking	NOUN
aad-515	107	40	increased	increase	VERB
aad-515	107	41	to	to	ADP
aad-515	107	42	r	r	NOUN
aad-515	107	43	=	=	SYM
aad-515	107	44	.86	.86	NUM
aad-515	107	45	(	(	PUNCT
aad-515	107	46	from	from	ADP
aad-515	107	47	r	r	NOUN
aad-515	107	48	=	=	SYM
aad-515	107	49	.69	.69	NUM
aad-515	107	50	)	)	PUNCT
aad-515	107	51	.	.	PUNCT
aad-515	108	1	additionally	additionally	ADV
aad-515	108	2	,	,	PUNCT
aad-515	108	3	the	the	DET
aad-515	108	4	mean	mean	ADJ
aad-515	108	5	difference	difference	NOUN
aad-515	108	6	between	between	ADP
aad-515	108	7	priority	priority	NOUN
aad-515	108	8	rankings	ranking	NOUN
aad-515	108	9	by	by	ADP
aad-515	108	10	the	the	DET
aad-515	108	11	two	two	NUM
aad-515	108	12	models	model	NOUN
aad-515	108	13	decreased	decrease	VERB
aad-515	108	14	from	from	ADP
aad-515	108	15	4.62	4.62	NUM
aad-515	108	16	(	(	PUNCT
aad-515	108	17	sd	sd	NOUN
aad-515	108	18	=	=	SYM
aad-515	108	19	4.60	4.60	NUM
aad-515	108	20	)	)	PUNCT
aad-515	108	21	to	to	ADP
aad-515	108	22	2.82	2.82	NUM
aad-515	108	23	(	(	PUNCT
aad-515	108	24	sd	sd	NOUN
aad-515	108	25	=	=	SYM
aad-515	108	26	3.49	3.49	NUM
aad-515	108	27	)	)	PUNCT
aad-515	108	28	.	.	PUNCT
aad-515	109	1	finally	finally	ADV
aad-515	109	2	,	,	PUNCT
aad-515	109	3	use	use	NOUN
aad-515	109	4	of	of	ADP
aad-515	109	5	the	the	DET
aad-515	109	6	mwrdss	mwrdss	NOUN
aad-515	109	7	identified	identify	VERB
aad-515	109	8	the	the	DET
aad-515	109	9	same	same	ADJ
aad-515	109	10	top	top	ADJ
aad-515	109	11	five	five	NUM
aad-515	109	12	pd	pd	NOUN
aad-515	109	13	priorities	priority	NOUN
aad-515	109	14	as	as	SCONJ
aad-515	109	15	did	do	VERB
aad-515	109	16	use	use	NOUN
aad-515	109	17	of	of	ADP
aad-515	109	18	the	the	DET
aad-515	109	19	mwdss	mwdss	NOUN
aad-515	109	20	.	.	PUNCT
aad-515	110	1	this	this	PRON
aad-515	110	2	illustrated	illustrate	VERB
aad-515	110	3	the	the	DET
aad-515	110	4	efficacy	efficacy	NOUN
aad-515	110	5	of	of	ADP
aad-515	110	6	taking	take	VERB
aad-515	110	7	item	item	NOUN
aad-515	110	8	importance	importance	NOUN
aad-515	110	9	ratings	rating	NOUN
aad-515	110	10	into	into	ADP
aad-515	110	11	account	account	NOUN
aad-515	110	12	when	when	SCONJ
aad-515	110	13	determining	determine	VERB
aad-515	110	14	pd	pd	NOUN
aad-515	110	15	needs	need	NOUN
aad-515	110	16	.	.	PUNCT
aad-515	111	1	agricultural	agricultural	ADJ
aad-515	111	2	education	education	NOUN
aad-515	111	3	is	be	AUX
aad-515	111	4	a	a	DET
aad-515	111	5	pragmatic	pragmatic	ADJ
aad-515	111	6	discipline	discipline	NOUN
aad-515	111	7	(	(	PUNCT
aad-515	111	8	barrick	barrick	PROPN
aad-515	111	9	,	,	PUNCT
aad-515	111	10	1989	1989	NUM
aad-515	111	11	)	)	PUNCT
aad-515	111	12	often	often	ADV
aad-515	111	13	characterized	characterize	VERB
aad-515	111	14	by	by	ADP
aad-515	111	15	applied	applied	ADJ
aad-515	111	16	research	research	NOUN
aad-515	111	17	conducted	conduct	VERB
aad-515	111	18	to	to	PART
aad-515	111	19	solve	solve	VERB
aad-515	111	20	practical	practical	ADJ
aad-515	111	21	problems	problem	NOUN
aad-515	111	22	(	(	PUNCT
aad-515	111	23	dyer	dyer	NOUN
aad-515	111	24	et	et	PROPN
aad-515	111	25	al	al	PROPN
aad-515	111	26	.	.	PROPN
aad-515	111	27	,	,	PUNCT
aad-515	111	28	2003	2003	NUM
aad-515	111	29	;	;	PUNCT
aad-515	111	30	roberts	roberts	PROPN
aad-515	111	31	et	et	PROPN
aad-515	111	32	al	al	PROPN
aad-515	111	33	.	.	PROPN
aad-515	111	34	,	,	PUNCT
aad-515	111	35	2016	2016	NUM
aad-515	111	36	)	)	PUNCT
aad-515	111	37	.	.	PUNCT
aad-515	112	1	this	this	PRON
aad-515	112	2	is	be	AUX
aad-515	112	3	particularly	particularly	ADV
aad-515	112	4	true	true	ADJ
aad-515	112	5	of	of	ADP
aad-515	112	6	needs	need	NOUN
aad-515	112	7	assessments	assessment	NOUN
aad-515	112	8	used	use	VERB
aad-515	112	9	to	to	PART
aad-515	112	10	identify	identify	VERB
aad-515	112	11	pd	pd	NOUN
aad-515	112	12	priorities	priority	NOUN
aad-515	112	13	for	for	ADP
aad-515	112	14	sbae	sbae	ADJ
aad-515	112	15	teachers	teacher	NOUN
aad-515	112	16	.	.	PUNCT
aad-515	113	1	according	accord	VERB
aad-515	113	2	to	to	ADP
aad-515	113	3	the	the	DET
aad-515	113	4	pragmatist	pragmatist	ADJ
aad-515	113	5	philosopher	philosopher	NOUN
aad-515	113	6	henry	henry	PROPN
aad-515	113	7	james	james	PROPN
aad-515	113	8	(	(	PUNCT
aad-515	113	9	1907	1907	NUM
aad-515	113	10	)	)	PUNCT
aad-515	113	11	,	,	PUNCT
aad-515	113	12	the	the	DET
aad-515	113	13	“	"	PUNCT
aad-515	113	14	only	only	ADJ
aad-515	113	15	test	test	NOUN
aad-515	113	16	of	of	ADP
aad-515	113	17	probable	probable	ADJ
aad-515	113	18	truth	truth	NOUN
aad-515	113	19	is	be	AUX
aad-515	113	20	what	what	PRON
aad-515	113	21	works	work	VERB
aad-515	113	22	best	well	ADV
aad-515	113	23	in	in	ADP
aad-515	113	24	the	the	DET
aad-515	113	25	way	way	NOUN
aad-515	113	26	of	of	ADP
aad-515	113	27	leading	lead	VERB
aad-515	113	28	us	we	PRON
aad-515	113	29	”	"	PUNCT
aad-515	113	30	(	(	PUNCT
aad-515	113	31	lecture	lecture	NOUN
aad-515	113	32	ii	ii	PROPN
aad-515	113	33	,	,	PUNCT
aad-515	113	34	para	para	NOUN
aad-515	113	35	.	.	PUNCT
aad-515	113	36	55	55	NUM
aad-515	113	37	)	)	PUNCT
aad-515	113	38	.	.	PUNCT
aad-515	114	1	the	the	DET
aad-515	114	2	borich	borich	PROPN
aad-515	114	3	model	model	NOUN
aad-515	114	4	has	have	AUX
aad-515	114	5	been	be	AUX
aad-515	114	6	used	use	VERB
aad-515	114	7	to	to	PART
aad-515	114	8	effectively	effectively	ADV
aad-515	114	9	identify	identify	VERB
aad-515	114	10	teacher	teacher	NOUN
aad-515	114	11	pd	pd	PROPN
aad-515	114	12	needs	need	VERB
aad-515	114	13	for	for	ADP
aad-515	114	14	over	over	ADP
aad-515	114	15	40	40	NUM
aad-515	114	16	years	year	NOUN
aad-515	114	17	.	.	PUNCT
aad-515	115	1	given	give	VERB
aad-515	115	2	our	our	PRON
aad-515	115	3	results	result	NOUN
aad-515	115	4	,	,	PUNCT
aad-515	115	5	further	further	ADJ
aad-515	115	6	research	research	NOUN
aad-515	115	7	and	and	CCONJ
aad-515	115	8	discussion	discussion	NOUN
aad-515	115	9	about	about	ADP
aad-515	115	10	measurement	measurement	NOUN
aad-515	115	11	,	,	PUNCT
aad-515	115	12	statistical	statistical	ADJ
aad-515	115	13	,	,	PUNCT
aad-515	115	14	and	and	CCONJ
aad-515	115	15	methodological	methodological	ADJ
aad-515	115	16	issues	issue	NOUN
aad-515	115	17	are	be	AUX
aad-515	115	18	needed	need	VERB
aad-515	115	19	prior	prior	ADV
aad-515	115	20	to	to	ADP
aad-515	115	21	abandoning	abandon	VERB
aad-515	115	22	the	the	DET
aad-515	115	23	borich	borich	NOUN
aad-515	115	24	(	(	PUNCT
aad-515	115	25	1980	1980	NUM
aad-515	115	26	)	)	PUNCT
aad-515	115	27	model	model	NOUN
aad-515	115	28	in	in	ADP
aad-515	115	29	favor	favor	NOUN
aad-515	115	30	of	of	ADP
aad-515	115	31	the	the	DET
aad-515	115	32	rdm	rdm	PROPN
aad-515	115	33	(	(	PUNCT
aad-515	115	34	narine	narine	PROPN
aad-515	115	35	&	&	CCONJ
aad-515	115	36	harder	hard	ADJ
aad-515	115	37	,	,	PUNCT
aad-515	115	38	2021	2021	NUM
aad-515	115	39	)	)	PUNCT
aad-515	115	40	.	.	PUNCT
aad-515	116	1	acknowledgments	acknowledgment	NOUN
aad-515	116	2	this	this	DET
aad-515	116	3	work	work	NOUN
aad-515	116	4	was	be	AUX
aad-515	116	5	supported	support	VERB
aad-515	116	6	,	,	PUNCT
aad-515	116	7	at	at	ADP
aad-515	116	8	least	least	ADJ
aad-515	116	9	in	in	ADP
aad-515	116	10	part	part	NOUN
aad-515	116	11	,	,	PUNCT
aad-515	116	12	by	by	ADP
aad-515	116	13	the	the	DET
aad-515	116	14	usda	usda	PROPN
aad-515	116	15	national	national	PROPN
aad-515	116	16	institute	institute	PROPN
aad-515	116	17	of	of	ADP
aad-515	116	18	food	food	NOUN
aad-515	116	19	and	and	CCONJ
aad-515	116	20	agriculture	agriculture	NOUN
aad-515	116	21	,	,	PUNCT
aad-515	116	22	hatch	hatch	NOUN
aad-515	116	23	project	project	NOUN
aad-515	116	24	1024473	1024473	NUM
aad-515	116	25	and	and	CCONJ
aad-515	116	26	the	the	DET
aad-515	116	27	university	university	PROPN
aad-515	116	28	of	of	ADP
aad-515	116	29	arkansas	arkansas	PROPN
aad-515	116	30	division	division	NOUN
aad-515	116	31	of	of	ADP
aad-515	116	32	agriculture	agriculture	PROPN
aad-515	116	33	.	.	PUNCT
aad-515	117	1	author	author	NOUN
aad-515	117	2	contributions	contribution	NOUN
aad-515	117	3	:	:	PUNCT
aad-515	117	4	d.	d.	PROPN
aad-515	117	5	m.	m.	PROPN
aad-515	117	6	johnson	johnson	PROPN
aad-515	117	7	–	–	PUNCT
aad-515	117	8	conceptualization	conceptualization	NOUN
aad-515	117	9	,	,	PUNCT
aad-515	117	10	supervision	supervision	NOUN
aad-515	117	11	,	,	PUNCT
aad-515	117	12	formal	formal	ADJ
aad-515	117	13	analysis	analysis	NOUN
aad-515	117	14	,	,	PUNCT
aad-515	117	15	writingoriginal	writingoriginal	ADJ
aad-515	117	16	draft	draft	NOUN
aad-515	117	17	,	,	PUNCT
aad-515	117	18	writing	writing	NOUN
aad-515	117	19	-	-	PUNCT
aad-515	117	20	review	review	NOUN
aad-515	117	21	and	and	CCONJ
aad-515	117	22	editing	editing	NOUN
aad-515	117	23	;	;	PUNCT
aad-515	117	24	w.	w.	PROPN
aad-515	117	25	doss	doss	PROPN
aad-515	117	26	–	–	PUNCT
aad-515	117	27	conceptualization	conceptualization	NOUN
aad-515	117	28	,	,	PUNCT
aad-515	117	29	writing	writing	NOUN
aad-515	117	30	–	–	PUNCT
aad-515	117	31	review	review	NOUN
aad-515	117	32	and	and	CCONJ
aad-515	117	33	editing	editing	NOUN
aad-515	117	34	;	;	PUNCT
aad-515	117	35	c.	c.	PROPN
aad-515	117	36	m.	m.	NOUN
aad-515	117	37	estepp	estepp	PROPN
aad-515	117	38	–	–	PUNCT
aad-515	117	39	conceptualization	conceptualization	NOUN
aad-515	117	40	,	,	PUNCT
aad-515	117	41	writing	writing	NOUN
aad-515	117	42	–	–	PUNCT
aad-515	117	43	review	review	NOUN
aad-515	117	44	and	and	CCONJ
aad-515	117	45	editing	editing	NOUN
aad-515	117	46	;	;	PUNCT
aad-515	117	47	h.	h.	PROPN
aad-515	117	48	o.	o.	PROPN
aad-515	117	49	akwah	akwah	PROPN
aad-515	117	50	–	–	PUNCT
aad-515	117	51	investigation	investigation	NOUN
aad-515	117	52	;	;	PUNCT
aad-515	117	53	g.	g.	PROPN
aad-515	117	54	w.	w.	PROPN
aad-515	117	55	wardlow	wardlow	PROPN
aad-515	117	56	–	–	PUNCT
aad-515	117	57	conceptualization	conceptualization	NOUN
aad-515	117	58	,	,	PUNCT
aad-515	117	59	supervision	supervision	NOUN
aad-515	117	60	,	,	PUNCT
aad-515	117	61	writing	writing	NOUN
aad-515	117	62	–	–	PUNCT
aad-515	117	63	review	review	NOUN
aad-515	117	64	and	and	CCONJ
aad-515	117	65	editing	editing	NOUN
aad-515	117	66	.	.	PUNCT
aad-515	118	1	references	reference	NOUN
aad-515	118	2	akwah	akwah	NOUN
aad-515	118	3	,	,	PUNCT
aad-515	118	4	h.	h.	PROPN
aad-515	118	5	o.	o.	PROPN
aad-515	118	6	(	(	PUNCT
aad-515	118	7	2024	2024	NUM
aad-515	118	8	)	)	PUNCT
aad-515	118	9	.	.	PUNCT
aad-515	119	1	inservice	inservice	NOUN
aad-515	119	2	needs	need	NOUN
aad-515	119	3	of	of	ADP
aad-515	119	4	selected	select	VERB
aad-515	119	5	arkansas	arkansas	PROPN
aad-515	119	6	agriculture	agriculture	NOUN
aad-515	119	7	teachers	teacher	NOUN
aad-515	119	8	related	relate	VERB
aad-515	119	9	to	to	PART
aad-515	119	10	precision	precision	VERB
aad-515	119	11	agriculture	agriculture	NOUN
aad-515	119	12	systems.[doctoral	systems.[doctoral	ADJ
aad-515	119	13	dissertation	dissertation	NOUN
aad-515	119	14	,	,	PUNCT
aad-515	119	15	university	university	NOUN
aad-515	119	16	of	of	ADP
aad-515	119	17	arkansas	arkansas	PROPN
aad-515	119	18	]	]	PUNCT
aad-515	119	19	.	.	PUNCT
aad-515	120	1	scholarworks@uark	scholarworks@uark	PROPN
aad-515	120	2	.	.	PUNCT
aad-515	121	1	https://scholarworks.uark.edu/etd/5373/	https://scholarworks.uark.edu/etd/5373/	PROPN
aad-515	121	2	barrick	barrick	PROPN
aad-515	121	3	,	,	PUNCT
aad-515	121	4	r.	r.	PROPN
aad-515	121	5	k.	k.	PROPN
aad-515	121	6	(	(	PUNCT
aad-515	121	7	1989	1989	NUM
aad-515	121	8	)	)	PUNCT
aad-515	121	9	.	.	PUNCT
aad-515	122	1	agricultural	agricultural	ADJ
aad-515	122	2	education	education	NOUN
aad-515	122	3	:	:	PUNCT
aad-515	122	4	building	build	VERB
aad-515	122	5	upon	upon	SCONJ
aad-515	122	6	our	our	PRON
aad-515	122	7	roots	root	NOUN
aad-515	122	8	.	.	PUNCT
aad-515	123	1	journal	journal	NOUN
aad-515	123	2	of	of	ADP
aad-515	123	3	agricultural	agricultural	ADJ
aad-515	123	4	education	education	NOUN
aad-515	123	5	,	,	PUNCT
aad-515	123	6	30(4	30(4	NUM
aad-515	123	7	)	)	PUNCT
aad-515	123	8	,	,	PUNCT
aad-515	123	9	24–29	24–29	NUM
aad-515	123	10	.	.	PUNCT
aad-515	124	1	https://doi.org/10.5032/jae.1989.04024	https://doi.org/10.5032/jae.1989.04024	PROPN
aad-515	124	2	barrick	barrick	PROPN
aad-515	124	3	,	,	PUNCT
aad-515	124	4	r.	r.	PROPN
aad-515	124	5	k.	k.	PROPN
aad-515	124	6	,	,	PUNCT
aad-515	124	7	ladewig	ladewig	PROPN
aad-515	124	8	,	,	PUNCT
aad-515	124	9	h.	h.	PROPN
aad-515	124	10	w.	w.	PROPN
aad-515	124	11	,	,	PUNCT
aad-515	124	12	&	&	CCONJ
aad-515	124	13	hedges	hedges	PROPN
aad-515	124	14	,	,	PUNCT
aad-515	124	15	l.	l.	PROPN
aad-515	124	16	e.	e.	PROPN
aad-515	124	17	(	(	PUNCT
aad-515	124	18	1983	1983	NUM
aad-515	124	19	)	)	PUNCT
aad-515	124	20	.	.	PUNCT
aad-515	125	1	development	development	NOUN
aad-515	125	2	of	of	ADP
aad-515	125	3	a	a	DET
aad-515	125	4	systematic	systematic	ADJ
aad-515	125	5	approach	approach	NOUN
aad-515	125	6	to	to	ADP
aad-515	125	7	identifying	identify	VERB
aad-515	125	8	technical	technical	ADJ
aad-515	125	9	inservice	inservice	NOUN
aad-515	125	10	needs	need	NOUN
aad-515	125	11	of	of	ADP
aad-515	125	12	teachers	teacher	NOUN
aad-515	125	13	.	.	PUNCT
aad-515	126	1	journal	journal	PROPN
aad-515	126	2	of	of	ADP
aad-515	126	3	the	the	DET
aad-515	126	4	american	american	PROPN
aad-515	126	5	association	association	PROPN
aad-515	126	6	of	of	ADP
aad-515	126	7	teacher	teacher	NOUN
aad-515	126	8	educators	educator	NOUN
aad-515	126	9	in	in	ADP
aad-515	126	10	agriculture	agriculture	NOUN
aad-515	126	11	,	,	PUNCT
aad-515	126	12	24(1	24(1	NUM
aad-515	126	13	)	)	PUNCT
aad-515	126	14	,	,	PUNCT
aad-515	126	15	13–19	13–19	NUM
aad-515	126	16	.	.	PUNCT
aad-515	127	1	https://doi.org/10.5032/jaatea.1983.01013	https://doi.org/10.5032/jaatea.1983.01013	PROPN
aad-515	127	2	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	127	3	https://scholarworks.uark.edu/etd/5373/	https://scholarworks.uark.edu/etd/5373/	ADJ
aad-515	127	4	https://doi.org/10.5032/jae.1989.04024	https://doi.org/10.5032/jae.1989.04024	NOUN
aad-515	127	5	https://doi.org/10.5032/jaatea.1983.01013	https://doi.org/10.5032/jaatea.1983.01013	PROPN
aad-515	127	6	johnson	johnson	PROPN
aad-515	127	7	et	et	PROPN
aad-515	127	8	al	al	PROPN
aad-515	127	9	.	.	PROPN
aad-515	127	10	advancements	advancement	NOUN
aad-515	127	11	in	in	ADP
aad-515	127	12	agricultural	agricultural	ADJ
aad-515	127	13	development	development	NOUN
aad-515	127	14	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	127	15	51	51	NUM
aad-515	127	16	borich	borich	NOUN
aad-515	127	17	,	,	PUNCT
aad-515	127	18	g.	g.	PROPN
aad-515	127	19	d.	d.	PROPN
aad-515	127	20	(	(	PUNCT
aad-515	127	21	1980	1980	NUM
aad-515	127	22	)	)	PUNCT
aad-515	127	23	.	.	PUNCT
aad-515	128	1	a	a	DET
aad-515	128	2	needs	need	NOUN
aad-515	128	3	assessment	assessment	NOUN
aad-515	128	4	model	model	NOUN
aad-515	128	5	for	for	ADP
aad-515	128	6	conducting	conduct	VERB
aad-515	128	7	follow	follow	VERB
aad-515	128	8	-	-	PUNCT
aad-515	128	9	up	up	ADP
aad-515	128	10	studies	study	NOUN
aad-515	128	11	.	.	PUNCT
aad-515	129	1	journal	journal	PROPN
aad-515	129	2	of	of	ADP
aad-515	129	3	teacher	teacher	NOUN
aad-515	129	4	education	education	NOUN
aad-515	129	5	,	,	PUNCT
aad-515	129	6	31(3	31(3	NUM
aad-515	129	7	)	)	PUNCT
aad-515	129	8	,	,	PUNCT
aad-515	129	9	39–42	39–42	NUM
aad-515	129	10	.	.	PUNCT
aad-515	130	1	https://doi.org/10.1177/002248718003100310	https://doi.org/10.1177/002248718003100310	PROPN
aad-515	130	2	dyer	dyer	PROPN
aad-515	130	3	,	,	PUNCT
aad-515	130	4	j.	j.	PROPN
aad-515	130	5	e.	e.	PROPN
aad-515	130	6	,	,	PUNCT
aad-515	130	7	haase	haase	NOUN
aad-515	130	8	-	-	PUNCT
aad-515	130	9	wittler	wittler	NOUN
aad-515	130	10	,	,	PUNCT
aad-515	130	11	p.	p.	PROPN
aad-515	130	12	s.	s.	PROPN
aad-515	130	13	,	,	PUNCT
aad-515	130	14	&	&	CCONJ
aad-515	130	15	washburn	washburn	PROPN
aad-515	130	16	,	,	PUNCT
aad-515	130	17	s.	s.	PROPN
aad-515	130	18	g.	g.	PROPN
aad-515	130	19	(	(	PUNCT
aad-515	130	20	2003	2003	NUM
aad-515	130	21	)	)	PUNCT
aad-515	130	22	.	.	PUNCT
aad-515	131	1	structuring	structure	VERB
aad-515	131	2	agricultural	agricultural	ADJ
aad-515	131	3	education	education	NOUN
aad-515	131	4	research	research	NOUN
aad-515	131	5	using	use	VERB
aad-515	131	6	conceptual	conceptual	ADJ
aad-515	131	7	and	and	CCONJ
aad-515	131	8	theoretical	theoretical	ADJ
aad-515	131	9	frameworks	framework	NOUN
aad-515	131	10	.	.	PUNCT
aad-515	132	1	journal	journal	NOUN
aad-515	132	2	of	of	ADP
aad-515	132	3	agricultural	agricultural	ADJ
aad-515	132	4	education	education	NOUN
aad-515	132	5	,	,	PUNCT
aad-515	132	6	44(2	44(2	NOUN
aad-515	132	7	)	)	PUNCT
aad-515	132	8	,	,	PUNCT
aad-515	132	9	61–74	61–74	NUM
aad-515	132	10	.	.	PUNCT
aad-515	133	1	https://doi.org/10.5032/jae.2003.02061	https://doi.org/10.5032/jae.2003.02061	PROPN
aad-515	133	2	gaito	gaito	PROPN
aad-515	133	3	,	,	PUNCT
aad-515	133	4	j.	j.	PROPN
aad-515	133	5	(	(	PUNCT
aad-515	133	6	1980	1980	NUM
aad-515	133	7	)	)	PUNCT
aad-515	133	8	.	.	PUNCT
aad-515	134	1	measurement	measurement	NOUN
aad-515	134	2	scales	scale	NOUN
aad-515	134	3	and	and	CCONJ
aad-515	134	4	statistics	statistic	NOUN
aad-515	134	5	:	:	PUNCT
aad-515	134	6	resurgence	resurgence	NOUN
aad-515	134	7	of	of	ADP
aad-515	134	8	old	old	ADJ
aad-515	134	9	misconceptions	misconception	NOUN
aad-515	134	10	.	.	PUNCT
aad-515	135	1	psychological	psychological	ADJ
aad-515	135	2	bulletin	bulletin	NOUN
aad-515	135	3	,	,	PUNCT
aad-515	135	4	87(3	87(3	NOUN
aad-515	135	5	)	)	PUNCT
aad-515	135	6	,	,	PUNCT
aad-515	135	7	564–567	564–567	NUM
aad-515	135	8	.	.	PUNCT
aad-515	136	1	https://doi.org/10.1037/0033-2909.87.3.564	https://doi.org/10.1037/0033-2909.87.3.564	PROPN
aad-515	136	2	garton	garton	PROPN
aad-515	136	3	,	,	PUNCT
aad-515	136	4	b.	b.	PROPN
aad-515	136	5	l.	l.	PROPN
aad-515	136	6	,	,	PUNCT
aad-515	136	7	&	&	CCONJ
aad-515	136	8	chung	chung	PROPN
aad-515	136	9	,	,	PUNCT
aad-515	136	10	n.	n.	NOUN
aad-515	136	11	(	(	PUNCT
aad-515	136	12	1997	1997	NUM
aad-515	136	13	)	)	PUNCT
aad-515	136	14	.	.	PUNCT
aad-515	137	1	an	an	DET
aad-515	137	2	assessment	assessment	NOUN
aad-515	137	3	of	of	ADP
aad-515	137	4	the	the	DET
aad-515	137	5	inservice	inservice	NOUN
aad-515	137	6	needs	need	NOUN
aad-515	137	7	of	of	ADP
aad-515	137	8	beginning	begin	VERB
aad-515	137	9	teachers	teacher	NOUN
aad-515	137	10	of	of	ADP
aad-515	137	11	agriculture	agriculture	NOUN
aad-515	137	12	using	use	VERB
aad-515	137	13	two	two	NUM
aad-515	137	14	assessment	assessment	NOUN
aad-515	137	15	methods	method	NOUN
aad-515	137	16	.	.	PUNCT
aad-515	138	1	journal	journal	NOUN
aad-515	138	2	of	of	ADP
aad-515	138	3	agricultural	agricultural	ADJ
aad-515	138	4	education	education	NOUN
aad-515	138	5	,	,	PUNCT
aad-515	138	6	38(3	38(3	NUM
aad-515	138	7	)	)	PUNCT
aad-515	138	8	,	,	PUNCT
aad-515	138	9	51	51	NUM
aad-515	138	10	–	–	SYM
aad-515	138	11	58	58	NUM
aad-515	138	12	.	.	PUNCT
aad-515	139	1	https://doi.org/10.5032/jae.1997.03051	https://doi.org/10.5032/jae.1997.03051	PROPN
aad-515	139	2	gates	gates	PROPN
aad-515	139	3	,	,	PUNCT
aad-515	139	4	h.	h.	PROPN
aad-515	139	5	r.	r.	PROPN
aad-515	139	6	,	,	PUNCT
aad-515	139	7	johnson	johnson	PROPN
aad-515	139	8	,	,	PUNCT
aad-515	139	9	d.	d.	PROPN
aad-515	139	10	m.	m.	PROPN
aad-515	139	11	,	,	PUNCT
aad-515	139	12	&	&	CCONJ
aad-515	139	13	shoulders	shoulder	NOUN
aad-515	139	14	,	,	PUNCT
aad-515	139	15	c.	c.	PROPN
aad-515	139	16	w.	w.	PROPN
aad-515	139	17	(	(	PUNCT
aad-515	139	18	2018	2018	NUM
aad-515	139	19	)	)	PUNCT
aad-515	139	20	.	.	PUNCT
aad-515	140	1	instrument	instrument	NOUN
aad-515	140	2	validity	validity	NOUN
aad-515	140	3	in	in	ADP
aad-515	140	4	manuscripts	manuscript	NOUN
aad-515	140	5	published	publish	VERB
aad-515	140	6	in	in	ADP
aad-515	140	7	the	the	DET
aad-515	140	8	journal	journal	NOUN
aad-515	140	9	of	of	ADP
aad-515	140	10	agricultural	agricultural	ADJ
aad-515	140	11	education	education	NOUN
aad-515	140	12	between	between	ADP
aad-515	140	13	2007	2007	NUM
aad-515	140	14	and	and	CCONJ
aad-515	140	15	2016	2016	NUM
aad-515	140	16	.	.	PUNCT
aad-515	141	1	journal	journal	NOUN
aad-515	141	2	of	of	ADP
aad-515	141	3	agricultural	agricultural	ADJ
aad-515	141	4	education	education	NOUN
aad-515	141	5	,	,	PUNCT
aad-515	141	6	59(3	59(3	NUM
aad-515	141	7	)	)	PUNCT
aad-515	141	8	,	,	PUNCT
aad-515	141	9	185–197	185–197	NUM
aad-515	141	10	.	.	PUNCT
aad-515	142	1	https://doi.org/10.5032/jae.2018.03185	https://doi.org/10.5032/jae.2018.03185	PROPN
aad-515	142	2	harwell	harwell	PROPN
aad-515	142	3	,	,	PUNCT
aad-515	142	4	m.	m.	PROPN
aad-515	142	5	r.	r.	PROPN
aad-515	142	6	,	,	PUNCT
aad-515	142	7	&	&	CCONJ
aad-515	142	8	gatti	gatti	PROPN
aad-515	142	9	,	,	PUNCT
aad-515	142	10	g.	g.	PROPN
aad-515	142	11	g.	g.	PROPN
aad-515	142	12	(	(	PUNCT
aad-515	142	13	2001	2001	NUM
aad-515	142	14	)	)	PUNCT
aad-515	142	15	.	.	PUNCT
aad-515	143	1	rescaling	rescale	VERB
aad-515	143	2	ordinal	ordinal	ADJ
aad-515	143	3	data	datum	NOUN
aad-515	143	4	to	to	ADP
aad-515	143	5	interval	interval	NOUN
aad-515	143	6	data	datum	NOUN
aad-515	143	7	in	in	ADP
aad-515	143	8	educational	educational	ADJ
aad-515	143	9	research	research	NOUN
aad-515	143	10	.	.	PUNCT
aad-515	144	1	review	review	NOUN
aad-515	144	2	of	of	ADP
aad-515	144	3	educational	educational	ADJ
aad-515	144	4	research	research	NOUN
aad-515	144	5	,	,	PUNCT
aad-515	144	6	71(1	71(1	NUM
aad-515	144	7	)	)	PUNCT
aad-515	144	8	,	,	PUNCT
aad-515	144	9	105–131	105–131	NUM
aad-515	144	10	.	.	PUNCT
aad-515	145	1	https://doi.org/10.3102/00346543071001105	https://doi.org/10.3102/00346543071001105	NOUN
aad-515	145	2	james	james	PROPN
aad-515	145	3	,	,	PUNCT
aad-515	145	4	w.	w.	PROPN
aad-515	145	5	(	(	PUNCT
aad-515	145	6	1907	1907	NUM
aad-515	145	7	)	)	PUNCT
aad-515	145	8	.	.	PUNCT
aad-515	146	1	pragmatism	pragmatism	NOUN
aad-515	146	2	:	:	PUNCT
aad-515	146	3	a	a	DET
aad-515	146	4	new	new	ADJ
aad-515	146	5	name	name	NOUN
aad-515	146	6	for	for	ADP
aad-515	146	7	some	some	DET
aad-515	146	8	old	old	ADJ
aad-515	146	9	ways	way	NOUN
aad-515	146	10	of	of	ADP
aad-515	146	11	thinking	thinking	NOUN
aad-515	146	12	.	.	PUNCT
aad-515	147	1	project	project	NOUN
aad-515	147	2	gutenberg	gutenberg	PROPN
aad-515	147	3	.	.	PUNCT
aad-515	148	1	https://www.gutenberg.org/ebooks/5116	https://www.gutenberg.org/ebooks/5116	PROPN
aad-515	148	2	jamieson	jamieson	PROPN
aad-515	148	3	,	,	PUNCT
aad-515	148	4	s.	s.	PROPN
aad-515	148	5	(	(	PUNCT
aad-515	148	6	2004	2004	NUM
aad-515	148	7	)	)	PUNCT
aad-515	148	8	.	.	PUNCT
aad-515	149	1	likert	likert	NOUN
aad-515	149	2	scales	scale	NOUN
aad-515	149	3	:	:	PUNCT
aad-515	149	4	how	how	SCONJ
aad-515	149	5	to	to	PART
aad-515	149	6	(	(	PUNCT
aad-515	149	7	ab)use	ab)use	VERB
aad-515	149	8	them	they	PRON
aad-515	149	9	?	?	PUNCT
aad-515	150	1	medical	medical	ADJ
aad-515	150	2	education	education	NOUN
aad-515	150	3	,	,	PUNCT
aad-515	150	4	38(12	38(12	NUM
aad-515	150	5	)	)	PUNCT
aad-515	150	6	,	,	PUNCT
aad-515	150	7	1217–1218	1217–1218	NUM
aad-515	150	8	.	.	PUNCT
aad-515	151	1	https://doi.org/10.1111/j.1365-2929.2004.02012.x	https://doi.org/10.1111/j.1365-2929.2004.02012.x	PROPN
aad-515	151	2	johnson	johnson	PROPN
aad-515	151	3	,	,	PUNCT
aad-515	151	4	d.	d.	PROPN
aad-515	151	5	m.	m.	PROPN
aad-515	151	6	,	,	PUNCT
aad-515	151	7	schumacher	schumacher	PROPN
aad-515	151	8	,	,	PUNCT
aad-515	151	9	l.	l.	PROPN
aad-515	151	10	g.	g.	PROPN
aad-515	151	11	,	,	PUNCT
aad-515	151	12	&	&	CCONJ
aad-515	151	13	stewart	stewart	PROPN
aad-515	151	14	,	,	PUNCT
aad-515	151	15	b.	b.	PROPN
aad-515	151	16	r.	r.	PROPN
aad-515	151	17	(	(	PUNCT
aad-515	151	18	1990	1990	NUM
aad-515	151	19	)	)	PUNCT
aad-515	151	20	.	.	PUNCT
aad-515	152	1	an	an	DET
aad-515	152	2	analysis	analysis	NOUN
aad-515	152	3	of	of	ADP
aad-515	152	4	the	the	DET
aad-515	152	5	agricultural	agricultural	ADJ
aad-515	152	6	mechanics	mechanic	NOUN
aad-515	152	7	laboratory	laboratory	NOUN
aad-515	152	8	management	management	NOUN
aad-515	152	9	inservice	inservice	NOUN
aad-515	152	10	needs	need	NOUN
aad-515	152	11	of	of	ADP
aad-515	152	12	missouri	missouri	PROPN
aad-515	152	13	agriculture	agriculture	PROPN
aad-515	152	14	teachers	teachers	PROPN
aad-515	152	15	.	.	PUNCT
aad-515	153	1	journal	journal	PROPN
aad-515	153	2	of	of	ADP
aad-515	153	3	agricultural	agricultural	ADJ
aad-515	153	4	education	education	NOUN
aad-515	153	5	,	,	PUNCT
aad-515	153	6	31(2	31(2	NUM
aad-515	153	7	)	)	PUNCT
aad-515	153	8	,	,	PUNCT
aad-515	153	9	35–39	35–39	NUM
aad-515	153	10	.	.	PUNCT
aad-515	154	1	https://doi.org/10.5032/jae.1990.02035	https://doi.org/10.5032/jae.1990.02035	PROPN
aad-515	154	2	lord	lord	PROPN
aad-515	154	3	,	,	PUNCT
aad-515	154	4	f.	f.	PROPN
aad-515	154	5	m.	m.	PROPN
aad-515	154	6	(	(	PUNCT
aad-515	154	7	1953	1953	NUM
aad-515	154	8	)	)	PUNCT
aad-515	154	9	.	.	PUNCT
aad-515	155	1	on	on	ADP
aad-515	155	2	the	the	DET
aad-515	155	3	statistical	statistical	ADJ
aad-515	155	4	treatment	treatment	NOUN
aad-515	155	5	of	of	ADP
aad-515	155	6	football	football	NOUN
aad-515	155	7	numbers	number	NOUN
aad-515	155	8	.	.	PUNCT
aad-515	156	1	american	american	ADJ
aad-515	156	2	psychologist	psychologist	NOUN
aad-515	156	3	,	,	PUNCT
aad-515	156	4	8	8	NUM
aad-515	156	5	,	,	PUNCT
aad-515	156	6	750–751	750–751	NUM
aad-515	156	7	.	.	PUNCT
aad-515	157	1	https://doi.org/10.1037/h0063675	https://doi.org/10.1037/h0063675	PROPN
aad-515	157	2	narine	narine	PROPN
aad-515	157	3	,	,	PUNCT
aad-515	157	4	l.	l.	PROPN
aad-515	157	5	,	,	PUNCT
aad-515	157	6	&	&	CCONJ
aad-515	157	7	harder	hard	ADV
aad-515	157	8	,	,	PUNCT
aad-515	157	9	a.	a.	NOUN
aad-515	157	10	(	(	PUNCT
aad-515	157	11	2021	2021	NUM
aad-515	157	12	)	)	PUNCT
aad-515	157	13	.	.	PUNCT
aad-515	158	1	comparing	compare	VERB
aad-515	158	2	the	the	DET
aad-515	158	3	borich	borich	ADJ
aad-515	158	4	model	model	NOUN
aad-515	158	5	with	with	ADP
aad-515	158	6	the	the	DET
aad-515	158	7	ranked	rank	VERB
aad-515	158	8	discrepancy	discrepancy	NOUN
aad-515	158	9	model	model	NOUN
aad-515	158	10	for	for	ADP
aad-515	158	11	competency	competency	NOUN
aad-515	158	12	assessment	assessment	NOUN
aad-515	158	13	:	:	PUNCT
aad-515	158	14	a	a	DET
aad-515	158	15	novel	novel	ADJ
aad-515	158	16	approach	approach	NOUN
aad-515	158	17	.	.	PUNCT
aad-515	159	1	advancements	advancement	NOUN
aad-515	159	2	in	in	ADP
aad-515	159	3	agricultural	agricultural	ADJ
aad-515	159	4	development	development	NOUN
aad-515	159	5	,	,	PUNCT
aad-515	159	6	2(3	2(3	NUM
aad-515	159	7	)	)	PUNCT
aad-515	159	8	,	,	PUNCT
aad-515	159	9	96–11	96–11	NUM
aad-515	159	10	.	.	PUNCT
aad-515	160	1	https://doi.org/10.37433/aad.v2i3.169	https://doi.org/10.37433/aad.v2i3.169	PROPN
aad-515	160	2	newman	newman	PROPN
aad-515	160	3	,	,	PUNCT
aad-515	160	4	m.	m.	PROPN
aad-515	160	5	e.	e.	PROPN
aad-515	160	6	,	,	PUNCT
aad-515	160	7	&	&	CCONJ
aad-515	160	8	johnson	johnson	PROPN
aad-515	160	9	,	,	PUNCT
aad-515	160	10	d.	d.	PROPN
aad-515	160	11	m.	m.	PROPN
aad-515	160	12	(	(	PUNCT
aad-515	160	13	1994	1994	NUM
aad-515	160	14	)	)	PUNCT
aad-515	160	15	.	.	PUNCT
aad-515	161	1	inservice	inservice	NOUN
aad-515	161	2	education	education	NOUN
aad-515	161	3	needs	need	NOUN
aad-515	161	4	of	of	ADP
aad-515	161	5	teachers	teacher	NOUN
aad-515	161	6	of	of	ADP
aad-515	161	7	pilot	pilot	NOUN
aad-515	161	8	agriscience	agriscience	NOUN
aad-515	161	9	courses	course	NOUN
aad-515	161	10	in	in	ADP
aad-515	161	11	mississippi	mississippi	PROPN
aad-515	161	12	.	.	PUNCT
aad-515	162	1	journal	journal	PROPN
aad-515	162	2	of	of	ADP
aad-515	162	3	agricultural	agricultural	ADJ
aad-515	162	4	education	education	NOUN
aad-515	162	5	,	,	PUNCT
aad-515	162	6	35(1	35(1	NUM
aad-515	162	7	)	)	PUNCT
aad-515	162	8	,	,	PUNCT
aad-515	162	9	54–60	54–60	NUM
aad-515	162	10	.	.	PUNCT
aad-515	163	1	https://doi.org/10.5032/jae.1994.01054	https://doi.org/10.5032/jae.1994.01054	PROPN
aad-515	164	1	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	164	2	https://doi.org/10.1177/002248718003100310	https://doi.org/10.1177/002248718003100310	PROPN
aad-515	165	1	https://doi.org/10.5032/jae.2003.02061	https://doi.org/10.5032/jae.2003.02061	PROPN
aad-515	165	2	https://psycnet.apa.org/doi/10.1037/0033-2909.87.3.564	https://psycnet.apa.org/doi/10.1037/0033-2909.87.3.564	INTJ
aad-515	166	1	https://doi.org/10.5032/jae.1997.03051	https://doi.org/10.5032/jae.1997.03051	PROPN
aad-515	166	2	https://doi.org/10.5032/jae.2018.03185	https://doi.org/10.5032/jae.2018.03185	PROPN
aad-515	166	3	https://doi.org/10.3102/00346543071001105	https://doi.org/10.3102/00346543071001105	PROPN
aad-515	166	4	https://www.gutenberg.org/ebooks/5116	https://www.gutenberg.org/ebooks/5116	ADJ
aad-515	166	5	https://doi.org/10.1111/j.1365-2929.2004.02012.x	https://doi.org/10.1111/j.1365-2929.2004.02012.x	ADJ
aad-515	166	6	https://doi.org/10.5032/jae.1990.02035	https://doi.org/10.5032/jae.1990.02035	VERB
aad-515	166	7	https://psycnet.apa.org/doi/10.1037/h0063675	https://psycnet.apa.org/doi/10.1037/h0063675	PROPN
aad-515	166	8	https://doi.org/10.37433/aad.v2i3.169	https://doi.org/10.37433/aad.v2i3.169	PROPN
aad-515	166	9	https://doi.org/10.5032/jae.1994.01054	https://doi.org/10.5032/jae.1994.01054	PROPN
aad-515	167	1	johnson	johnson	PROPN
aad-515	167	2	et	et	PROPN
aad-515	167	3	al	al	PROPN
aad-515	167	4	.	.	PROPN
aad-515	167	5	advancements	advancement	NOUN
aad-515	167	6	in	in	ADP
aad-515	167	7	agricultural	agricultural	ADJ
aad-515	167	8	development	development	NOUN
aad-515	167	9	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	PROPN
aad-515	167	10	52	52	NUM
aad-515	167	11	norman	norman	NOUN
aad-515	167	12	,	,	PUNCT
aad-515	167	13	g.	g.	PROPN
aad-515	167	14	(	(	PUNCT
aad-515	167	15	2010	2010	NUM
aad-515	167	16	)	)	PUNCT
aad-515	167	17	.	.	PUNCT
aad-515	168	1	likert	likert	NOUN
aad-515	168	2	scales	scale	NOUN
aad-515	168	3	,	,	PUNCT
aad-515	168	4	levels	level	NOUN
aad-515	168	5	of	of	ADP
aad-515	168	6	measurement	measurement	NOUN
aad-515	168	7	,	,	PUNCT
aad-515	168	8	and	and	CCONJ
aad-515	168	9	“	"	PUNCT
aad-515	168	10	laws	law	NOUN
aad-515	168	11	”	"	PUNCT
aad-515	168	12	of	of	ADP
aad-515	168	13	statistics	statistic	NOUN
aad-515	168	14	.	.	PUNCT
aad-515	169	1	advances	advance	NOUN
aad-515	169	2	in	in	ADP
aad-515	169	3	health	health	NOUN
aad-515	169	4	science	science	NOUN
aad-515	169	5	education	education	NOUN
aad-515	169	6	,	,	PUNCT
aad-515	169	7	15(5	15(5	NUM
aad-515	169	8	)	)	PUNCT
aad-515	169	9	,	,	PUNCT
aad-515	169	10	625–632	625–632	NUM
aad-515	169	11	.	.	PUNCT
aad-515	170	1	https://doi.org/10.1007/s10459-010-9222-y	https://doi.org/10.1007/s10459-010-9222-y	DET
aad-515	170	2	roberts	roberts	PROPN
aad-515	170	3	,	,	PUNCT
aad-515	170	4	t.	t.	PROPN
aad-515	170	5	g.	g.	PROPN
aad-515	170	6	,	,	PUNCT
aad-515	170	7	harder	hard	ADV
aad-515	170	8	,	,	PUNCT
aad-515	170	9	a.	a.	NOUN
aad-515	170	10	,	,	PUNCT
aad-515	170	11	&	&	CCONJ
aad-515	170	12	brashears	brashear	NOUN
aad-515	170	13	,	,	PUNCT
aad-515	170	14	m.	m.	NOUN
aad-515	170	15	t.	t.	PROPN
aad-515	170	16	(	(	PUNCT
aad-515	170	17	eds	ed	NOUN
aad-515	170	18	)	)	PUNCT
aad-515	170	19	.	.	PUNCT
aad-515	171	1	(	(	PUNCT
aad-515	171	2	2016	2016	NUM
aad-515	171	3	)	)	PUNCT
aad-515	171	4	.	.	PUNCT
aad-515	172	1	american	american	PROPN
aad-515	172	2	association	association	PROPN
aad-515	172	3	for	for	ADP
aad-515	172	4	agricultural	agricultural	ADJ
aad-515	172	5	education	education	NOUN
aad-515	172	6	national	national	ADJ
aad-515	172	7	research	research	NOUN
aad-515	172	8	agenda	agenda	NOUN
aad-515	172	9	:	:	PUNCT
aad-515	172	10	2016	2016	NUM
aad-515	172	11	-	-	SYM
aad-515	172	12	2020	2020	NUM
aad-515	172	13	.	.	PUNCT
aad-515	173	1	department	department	NOUN
aad-515	173	2	of	of	ADP
aad-515	173	3	agricultural	agricultural	ADJ
aad-515	173	4	education	education	NOUN
aad-515	173	5	and	and	CCONJ
aad-515	173	6	communication	communication	NOUN
aad-515	173	7	.	.	PUNCT
aad-515	174	1	smalley	smalley	PROPN
aad-515	174	2	,	,	PUNCT
aad-515	174	3	s.	s.	PROPN
aad-515	174	4	w.	w.	PROPN
aad-515	174	5	,	,	PUNCT
aad-515	174	6	hainline	hainline	NOUN
aad-515	174	7	,	,	PUNCT
aad-515	174	8	m.	m.	NOUN
aad-515	174	9	s.	s.	PROPN
aad-515	174	10	,	,	PUNCT
aad-515	174	11	&	&	CCONJ
aad-515	174	12	sands	sand	NOUN
aad-515	174	13	,	,	PUNCT
aad-515	174	14	k.	k.	PROPN
aad-515	174	15	(	(	PUNCT
aad-515	174	16	2019	2019	NUM
aad-515	174	17	)	)	PUNCT
aad-515	174	18	.	.	PUNCT
aad-515	175	1	school	school	NOUN
aad-515	175	2	-	-	PUNCT
aad-515	175	3	based	base	VERB
aad-515	175	4	agricultural	agricultural	ADJ
aad-515	175	5	education	education	NOUN
aad-515	175	6	teachers	teacher	NOUN
aad-515	175	7	’	'	PUNCT
aad-515	175	8	perceived	perceive	VERB
aad-515	175	9	pd	pd	PROPN
aad-515	175	10	needs	need	NOUN
aad-515	175	11	associated	associate	VERB
aad-515	175	12	with	with	ADP
aad-515	175	13	teaching	teaching	NOUN
aad-515	175	14	,	,	PUNCT
aad-515	175	15	classroom	classroom	NOUN
aad-515	175	16	management	management	NOUN
aad-515	175	17	,	,	PUNCT
aad-515	175	18	and	and	CCONJ
aad-515	175	19	technical	technical	ADJ
aad-515	175	20	agriculture	agriculture	NOUN
aad-515	175	21	.	.	PUNCT
aad-515	176	1	journal	journal	NOUN
aad-515	176	2	of	of	ADP
aad-515	176	3	agricultural	agricultural	ADJ
aad-515	176	4	education	education	NOUN
aad-515	176	5	,	,	PUNCT
aad-515	176	6	60(2	60(2	NUM
aad-515	176	7	)	)	PUNCT
aad-515	176	8	,	,	PUNCT
aad-515	176	9	85–98	85–98	NUM
aad-515	176	10	.	.	PUNCT
aad-515	177	1	https://doi.org/10.5032/jae.2019.02085	https://doi.org/10.5032/jae.2019.02085	PROPN
aad-515	177	2	stevens	stevens	PROPN
aad-515	177	3	,	,	PUNCT
aad-515	177	4	s.	s.	PROPN
aad-515	177	5	s.	s.	PROPN
aad-515	177	6	(	(	PUNCT
aad-515	177	7	1946	1946	NUM
aad-515	177	8	)	)	PUNCT
aad-515	177	9	.	.	PUNCT
aad-515	178	1	on	on	ADP
aad-515	178	2	the	the	DET
aad-515	178	3	theory	theory	NOUN
aad-515	178	4	of	of	ADP
aad-515	178	5	measurement	measurement	NOUN
aad-515	178	6	scales	scale	NOUN
aad-515	178	7	.	.	PUNCT
aad-515	179	1	science	science	NOUN
aad-515	179	2	,	,	PUNCT
aad-515	179	3	103	103	NUM
aad-515	179	4	(	(	PUNCT
aad-515	179	5	2684	2684	NUM
aad-515	179	6	)	)	PUNCT
aad-515	179	7	,	,	PUNCT
aad-515	179	8	677–680	677–680	NUM
aad-515	179	9	.	.	PUNCT
aad-515	180	1	https://doi.org/10.1126/science.103.2684.677	https://doi.org/10.1126/science.103.2684.677	PROPN
aad-515	180	2	zumbo	zumbo	NOUN
aad-515	180	3	,	,	PUNCT
aad-515	180	4	b.	b.	PROPN
aad-515	180	5	d.	d.	PROPN
aad-515	180	6	,	,	PUNCT
aad-515	180	7	&	&	CCONJ
aad-515	180	8	zimmerman	zimmerman	PROPN
aad-515	180	9	,	,	PUNCT
aad-515	180	10	d.	d.	PROPN
aad-515	180	11	w.	w.	PROPN
aad-515	180	12	(	(	PUNCT
aad-515	180	13	1993	1993	NUM
aad-515	180	14	)	)	PUNCT
aad-515	180	15	.	.	PUNCT
aad-515	180	16	is	be	AUX
aad-515	180	17	the	the	DET
aad-515	180	18	selection	selection	NOUN
aad-515	180	19	of	of	ADP
aad-515	180	20	statistical	statistical	ADJ
aad-515	180	21	methods	method	NOUN
aad-515	180	22	governed	govern	VERB
aad-515	180	23	by	by	ADP
aad-515	180	24	the	the	DET
aad-515	180	25	level	level	NOUN
aad-515	180	26	of	of	ADP
aad-515	180	27	measurement	measurement	NOUN
aad-515	180	28	?	?	PUNCT
aad-515	181	1	canadian	canadian	ADJ
aad-515	181	2	psychology	psychology	NOUN
aad-515	181	3	,	,	PUNCT
aad-515	181	4	43(4	43(4	NOUN
aad-515	181	5	)	)	PUNCT
aad-515	181	6	,	,	PUNCT
aad-515	181	7	390–400	390–400	NUM
aad-515	181	8	.	.	PUNCT
aad-515	182	1	https://doi.org/10.1037/h0078865	https://doi.org/10.1037/h0078865	VERB
aad-515	182	2	©	©	PROPN
aad-515	182	3	2024	2024	NUM
aad-515	182	4	by	by	ADP
aad-515	182	5	authors	author	NOUN
aad-515	182	6	.	.	PUNCT
aad-515	183	1	this	this	DET
aad-515	183	2	article	article	NOUN
aad-515	183	3	is	be	AUX
aad-515	183	4	an	an	DET
aad-515	183	5	open	open	ADJ
aad-515	183	6	access	access	NOUN
aad-515	183	7	article	article	NOUN
aad-515	183	8	distributed	distribute	VERB
aad-515	183	9	under	under	ADP
aad-515	183	10	the	the	DET
aad-515	183	11	terms	term	NOUN
aad-515	183	12	and	and	CCONJ
aad-515	183	13	conditions	condition	NOUN
aad-515	183	14	of	of	ADP
aad-515	183	15	the	the	DET
aad-515	183	16	creative	creative	ADJ
aad-515	183	17	commons	common	NOUN
aad-515	183	18	attribution	attribution	NOUN
aad-515	183	19	license	license	NOUN
aad-515	183	20	(	(	PUNCT
aad-515	183	21	http://creativecommons.org/licenses/by/4.0/	http://creativecommons.org/licenses/by/4.0/	PROPN
aad-515	183	22	)	)	PUNCT
aad-515	183	23	.	.	PUNCT
aad-515	184	1	https://doi.org/10.37433/aad.v5i4.515	https://doi.org/10.37433/aad.v5i4.515	NOUN
aad-515	184	2	https://doi.org/10.1007/s10459-010-9222-y	https://doi.org/10.1007/s10459-010-9222-y	DET
aad-515	184	3	https://doi.org/10.5032/jae.2019.02085	https://doi.org/10.5032/jae.2019.02085	NOUN
aad-515	184	4	https://doi.org/10.1126/science.103.2684.677	https://doi.org/10.1126/science.103.2684.677	PROPN
aad-515	184	5	https://psycnet.apa.org/doi/10.1037/h0078865	https://psycnet.apa.org/doi/10.1037/h0078865	X