id	sid	tid	token	lemma	pos
easat-6590	1	1	edelweiss	edelweiss	PROPN
easat-6590	1	2	applied	apply	VERB
easat-6590	1	3	science	science	NOUN
easat-6590	1	4	and	and	CCONJ
easat-6590	1	5	technology	technology	NOUN
easat-6590	1	6	issn	issn	PROPN
easat-6590	1	7	:	:	PUNCT
easat-6590	1	8	2576	2576	NUM
easat-6590	1	9	-	-	SYM
easat-6590	1	10	8484	8484	NUM
easat-6590	1	11	vol	vol	NOUN
easat-6590	1	12	.	.	PROPN
easat-6590	2	1	9	9	NUM
easat-6590	2	2	,	,	PUNCT
easat-6590	2	3	no	no	INTJ
easat-6590	2	4	.	.	NOUN
easat-6590	2	5	4	4	NUM
easat-6590	2	6	,	,	PUNCT
easat-6590	2	7	2502	2502	NUM
easat-6590	2	8	-	-	SYM
easat-6590	2	9	2514	2514	NUM
easat-6590	2	10	2025	2025	NUM
easat-6590	2	11	publisher	publisher	NOUN
easat-6590	2	12	:	:	PUNCT
easat-6590	2	13	learning	learn	VERB
easat-6590	2	14	gate	gate	NOUN
easat-6590	2	15	doi	doi	PROPN
easat-6590	2	16	:	:	PUNCT
easat-6590	2	17	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	2	18	©	©	PROPN
easat-6590	2	19	2025	2025	NUM
easat-6590	2	20	by	by	ADP
easat-6590	2	21	the	the	DET
easat-6590	2	22	authors	author	NOUN
easat-6590	2	23	;	;	PUNCT
easat-6590	2	24	licensee	licensee	PROPN
easat-6590	2	25	learning	learning	NOUN
easat-6590	2	26	gate	gate	NOUN
easat-6590	3	1	©	©	PROPN
easat-6590	3	2	2025	2025	NUM
easat-6590	3	3	by	by	ADP
easat-6590	3	4	the	the	DET
easat-6590	3	5	authors	author	NOUN
easat-6590	3	6	;	;	PUNCT
easat-6590	3	7	licensee	licensee	PROPN
easat-6590	3	8	learning	learning	NOUN
easat-6590	3	9	gate	gate	NOUN
easat-6590	3	10	history	history	NOUN
easat-6590	3	11	:	:	PUNCT
easat-6590	3	12	received	receive	VERB
easat-6590	3	13	:	:	PUNCT
easat-6590	3	14	18	18	NUM
easat-6590	3	15	february	february	NOUN
easat-6590	3	16	2025	2025	NUM
easat-6590	3	17	;	;	PUNCT
easat-6590	3	18	revised	revise	VERB
easat-6590	3	19	:	:	PUNCT
easat-6590	3	20	14	14	NUM
easat-6590	3	21	april	april	PROPN
easat-6590	3	22	2025	2025	NUM
easat-6590	3	23	;	;	PUNCT
easat-6590	3	24	accepted	accept	VERB
easat-6590	3	25	:	:	PUNCT
easat-6590	3	26	17	17	NUM
easat-6590	3	27	april	april	PROPN
easat-6590	3	28	2025	2025	NUM
easat-6590	3	29	;	;	PUNCT
easat-6590	3	30	published	publish	VERB
easat-6590	3	31	:	:	PUNCT
easat-6590	4	1	26	26	NUM
easat-6590	4	2	april	april	PROPN
easat-6590	4	3	2025	2025	NUM
easat-6590	4	4	*	*	PUNCT
easat-6590	4	5	correspondence	correspondence	NOUN
easat-6590	4	6	:	:	PUNCT
easat-6590	5	1	59603029@kmitl.ac.th	59603029@kmitl.ac.th	NUM
easat-6590	5	2	assessing	assess	VERB
easat-6590	5	3	version	version	NOUN
easat-6590	5	4	control	control	NOUN
easat-6590	5	5	system	system	NOUN
easat-6590	5	6	skill	skill	NOUN
easat-6590	5	7	gaps	gap	VERB
easat-6590	5	8	in	in	ADP
easat-6590	5	9	undergraduate	undergraduate	NOUN
easat-6590	5	10	it	it	PRON
easat-6590	5	11	education	education	NOUN
easat-6590	5	12	:	:	PUNCT
easat-6590	5	13	a	a	DET
easat-6590	5	14	needs	need	NOUN
easat-6590	5	15	assessment	assessment	NOUN
easat-6590	5	16	of	of	ADP
easat-6590	5	17	academic	academic	ADJ
easat-6590	5	18	and	and	CCONJ
easat-6590	5	19	industry	industry	NOUN
easat-6590	5	20	stakeholder	stakeholder	NOUN
easat-6590	5	21	perspective	perspective	VERB
easat-6590	5	22	supeeti	supeeti	PROPN
easat-6590	5	23	kulchan1	kulchan1	PROPN
easat-6590	5	24	*	*	ADJ
easat-6590	5	25	,	,	PUNCT
easat-6590	5	26	paitoon	paitoon	NOUN
easat-6590	5	27	pimdee2	pimdee2	NOUN
easat-6590	5	28	,	,	PUNCT
easat-6590	5	29	aukkapong	aukkapong	ADJ
easat-6590	5	30	sukkamart3	sukkamart3	NOUN
easat-6590	6	1	1,2,3school	1,2,3school	NUM
easat-6590	6	2	of	of	ADP
easat-6590	6	3	industrial	industrial	ADJ
easat-6590	6	4	education	education	NOUN
easat-6590	6	5	and	and	CCONJ
easat-6590	6	6	technology	technology	NOUN
easat-6590	6	7	,	,	PUNCT
easat-6590	6	8	king	king	PROPN
easat-6590	6	9	mongkut	mongkut	PROPN
easat-6590	6	10	’s	’s	PROPN
easat-6590	6	11	institute	institute	PROPN
easat-6590	6	12	of	of	ADP
easat-6590	6	13	technology	technology	PROPN
easat-6590	6	14	ladkrabang	ladkrabang	PROPN
easat-6590	6	15	,	,	PUNCT
easat-6590	6	16	thailand	thailand	PROPN
easat-6590	6	17	59603029@kmitl.ac.th	59603029@kmitl.ac.th	NUM
easat-6590	6	18	(	(	PUNCT
easat-6590	6	19	s.k	s.k	PROPN
easat-6590	6	20	.	.	PUNCT
easat-6590	6	21	)	)	PUNCT
easat-6590	7	1	paitoon.pi@kmitl.ac.th	paitoon.pi@kmitl.ac.th	PROPN
easat-6590	7	2	(	(	PUNCT
easat-6590	7	3	p.p	p.p	PROPN
easat-6590	7	4	.	.	PUNCT
easat-6590	7	5	)	)	PUNCT
easat-6590	8	1	aukkapong.su@kmitl.ac.th	aukkapong.su@kmitl.ac.th	X
easat-6590	8	2	(	(	PUNCT
easat-6590	8	3	a.s	a.s	PROPN
easat-6590	8	4	.	.	PROPN
easat-6590	8	5	)	)	PUNCT
easat-6590	8	6	.	.	PUNCT
easat-6590	9	1	abstract	abstract	ADV
easat-6590	9	2	:	:	PUNCT
easat-6590	9	3	this	this	DET
easat-6590	9	4	study	study	NOUN
easat-6590	9	5	presents	present	VERB
easat-6590	9	6	a	a	DET
easat-6590	9	7	needs	need	NOUN
easat-6590	9	8	assessment	assessment	NOUN
easat-6590	9	9	evaluating	evaluate	VERB
easat-6590	9	10	undergraduate	undergraduate	ADJ
easat-6590	9	11	information	information	NOUN
easat-6590	9	12	technology	technology	NOUN
easat-6590	9	13	(	(	PUNCT
easat-6590	9	14	it	it	PRON
easat-6590	9	15	)	)	PUNCT
easat-6590	9	16	students	student	NOUN
easat-6590	9	17	'	'	PART
easat-6590	9	18	version	version	NOUN
easat-6590	9	19	control	control	NOUN
easat-6590	9	20	system	system	NOUN
easat-6590	9	21	(	(	PUNCT
easat-6590	9	22	vcs	vcs	NOUN
easat-6590	9	23	)	)	PUNCT
easat-6590	9	24	competencies	competency	NOUN
easat-6590	9	25	based	base	VERB
easat-6590	9	26	on	on	ADP
easat-6590	9	27	perspectives	perspective	NOUN
easat-6590	9	28	from	from	ADP
easat-6590	9	29	it	it	PRON
easat-6590	9	30	instructors	instructor	NOUN
easat-6590	10	1	and	and	CCONJ
easat-6590	10	2	it	it	PRON
easat-6590	10	3	entrepreneurs	entrepreneur	NOUN
easat-6590	10	4	in	in	ADP
easat-6590	10	5	thailand	thailand	PROPN
easat-6590	10	6	.	.	PUNCT
easat-6590	11	1	using	use	VERB
easat-6590	11	2	a	a	DET
easat-6590	11	3	structured	structured	ADJ
easat-6590	11	4	questionnaire	questionnaire	NOUN
easat-6590	11	5	,	,	PUNCT
easat-6590	11	6	data	datum	NOUN
easat-6590	11	7	were	be	AUX
easat-6590	11	8	collected	collect	VERB
easat-6590	11	9	from	from	ADP
easat-6590	11	10	49	49	NUM
easat-6590	11	11	stakeholders	stakeholder	NOUN
easat-6590	11	12	assessing	assess	VERB
easat-6590	11	13	both	both	CCONJ
easat-6590	11	14	actual	actual	ADJ
easat-6590	11	15	and	and	CCONJ
easat-6590	11	16	desired	desire	VERB
easat-6590	11	17	skill	skill	NOUN
easat-6590	11	18	levels	level	NOUN
easat-6590	11	19	across	across	ADP
easat-6590	11	20	seven	seven	NUM
easat-6590	11	21	core	core	NOUN
easat-6590	11	22	vcs	vcs	NOUN
easat-6590	11	23	competencies	competency	NOUN
easat-6590	11	24	.	.	PUNCT
easat-6590	12	1	pairedsample	pairedsample	PROPN
easat-6590	12	2	t	t	PROPN
easat-6590	12	3	-	-	PUNCT
easat-6590	12	4	tests	test	NOUN
easat-6590	12	5	revealed	reveal	VERB
easat-6590	12	6	statistically	statistically	ADV
easat-6590	12	7	significant	significant	ADJ
easat-6590	12	8	differences	difference	NOUN
easat-6590	12	9	between	between	ADP
easat-6590	12	10	actual	actual	ADJ
easat-6590	12	11	and	and	CCONJ
easat-6590	12	12	desired	desire	VERB
easat-6590	12	13	competencies	competency	NOUN
easat-6590	12	14	for	for	ADP
easat-6590	12	15	all	all	DET
easat-6590	12	16	skill	skill	NOUN
easat-6590	12	17	factors	factor	NOUN
easat-6590	12	18	(	(	PUNCT
easat-6590	12	19	p	p	X
easat-6590	12	20	<	<	X
easat-6590	12	21	.01	.01	NUM
easat-6590	12	22	)	)	PUNCT
easat-6590	12	23	,	,	PUNCT
easat-6590	12	24	underscoring	underscore	VERB
easat-6590	12	25	considerable	considerable	ADJ
easat-6590	12	26	gaps	gap	NOUN
easat-6590	12	27	.	.	PUNCT
easat-6590	13	1	the	the	DET
easat-6590	13	2	highest	high	ADJ
easat-6590	13	3	priority	priority	NOUN
easat-6590	13	4	needs	need	VERB
easat-6590	13	5	index	index	NOUN
easat-6590	13	6	(	(	PUNCT
easat-6590	13	7	pnimodified	pnimodifie	VERB
easat-6590	13	8	)	)	PUNCT
easat-6590	13	9	values	value	NOUN
easat-6590	13	10	were	be	AUX
easat-6590	13	11	observed	observe	VERB
easat-6590	13	12	in	in	ADP
easat-6590	13	13	writing	write	VERB
easat-6590	13	14	effective	effective	ADJ
easat-6590	13	15	commit	commit	VERB
easat-6590	13	16	messages	message	NOUN
easat-6590	13	17	,	,	PUNCT
easat-6590	13	18	detecting	detect	VERB
easat-6590	13	19	and	and	CCONJ
easat-6590	13	20	resolving	resolve	VERB
easat-6590	13	21	errors	error	NOUN
easat-6590	13	22	,	,	PUNCT
easat-6590	13	23	and	and	CCONJ
easat-6590	13	24	tracking	track	VERB
easat-6590	13	25	change	change	NOUN
easat-6590	13	26	history	history	NOUN
easat-6590	13	27	.	.	PUNCT
easat-6590	14	1	notably	notably	ADV
easat-6590	14	2	,	,	PUNCT
easat-6590	14	3	instructors	instructor	NOUN
easat-6590	14	4	perceived	perceive	VERB
easat-6590	14	5	more	more	ADV
easat-6590	14	6	significant	significant	ADJ
easat-6590	14	7	skill	skill	NOUN
easat-6590	14	8	gaps	gap	NOUN
easat-6590	14	9	than	than	ADP
easat-6590	14	10	entrepreneurs	entrepreneur	NOUN
easat-6590	14	11	,	,	PUNCT
easat-6590	14	12	highlighting	highlight	VERB
easat-6590	14	13	a	a	DET
easat-6590	14	14	need	need	NOUN
easat-6590	14	15	for	for	ADP
easat-6590	14	16	improved	improved	ADJ
easat-6590	14	17	curriculum	curriculum	NOUN
easat-6590	14	18	alignment	alignment	NOUN
easat-6590	14	19	.	.	PUNCT
easat-6590	15	1	the	the	DET
easat-6590	15	2	findings	finding	NOUN
easat-6590	15	3	emphasize	emphasize	VERB
easat-6590	15	4	the	the	DET
easat-6590	15	5	urgency	urgency	NOUN
easat-6590	15	6	of	of	ADP
easat-6590	15	7	enhancing	enhance	VERB
easat-6590	15	8	higher	high	ADJ
easat-6590	15	9	-	-	PUNCT
easat-6590	15	10	order	order	NOUN
easat-6590	15	11	vcs	vcs	NOUN
easat-6590	15	12	skills	skill	NOUN
easat-6590	15	13	critical	critical	ADJ
easat-6590	15	14	for	for	ADP
easat-6590	15	15	agile	agile	ADJ
easat-6590	15	16	and	and	CCONJ
easat-6590	15	17	devops	devop	NOUN
easat-6590	15	18	workflows	workflow	NOUN
easat-6590	15	19	.	.	PUNCT
easat-6590	16	1	this	this	DET
easat-6590	16	2	study	study	NOUN
easat-6590	16	3	lays	lay	VERB
easat-6590	16	4	the	the	DET
easat-6590	16	5	groundwork	groundwork	NOUN
easat-6590	16	6	for	for	ADP
easat-6590	16	7	developing	develop	VERB
easat-6590	16	8	a	a	DET
easat-6590	16	9	new	new	ADJ
easat-6590	16	10	training	training	NOUN
easat-6590	16	11	curriculum	curriculum	NOUN
easat-6590	16	12	integrating	integrate	VERB
easat-6590	16	13	blended	blended	ADJ
easat-6590	16	14	learning	learning	NOUN
easat-6590	16	15	,	,	PUNCT
easat-6590	16	16	problem	problem	NOUN
easat-6590	16	17	-	-	PUNCT
easat-6590	16	18	based	base	VERB
easat-6590	16	19	learning	learning	NOUN
easat-6590	16	20	(	(	PUNCT
easat-6590	16	21	pbl	pbl	PROPN
easat-6590	16	22	)	)	PUNCT
easat-6590	16	23	,	,	PUNCT
easat-6590	16	24	and	and	CCONJ
easat-6590	16	25	generative	generative	ADJ
easat-6590	16	26	ai	ai	VERB
easat-6590	16	27	tools	tool	NOUN
easat-6590	16	28	to	to	PART
easat-6590	16	29	address	address	VERB
easat-6590	16	30	these	these	DET
easat-6590	16	31	gaps	gap	NOUN
easat-6590	16	32	and	and	CCONJ
easat-6590	16	33	better	well	ADV
easat-6590	16	34	prepare	prepare	VERB
easat-6590	16	35	students	student	NOUN
easat-6590	16	36	for	for	ADP
easat-6590	16	37	professional	professional	ADJ
easat-6590	16	38	software	software	NOUN
easat-6590	16	39	development	development	NOUN
easat-6590	16	40	environments	environment	NOUN
easat-6590	16	41	.	.	PUNCT
easat-6590	17	1	keywords	keyword	NOUN
easat-6590	17	2	:	:	PUNCT
easat-6590	17	3	needs	need	VERB
easat-6590	17	4	assessment	assessment	NOUN
easat-6590	17	5	,	,	PUNCT
easat-6590	17	6	priority	priority	NOUN
easat-6590	17	7	needs	need	VERB
easat-6590	17	8	index	index	NOUN
easat-6590	17	9	,	,	PUNCT
easat-6590	17	10	version	version	NOUN
easat-6590	17	11	control	control	NOUN
easat-6590	17	12	system	system	NOUN
easat-6590	17	13	.	.	PUNCT
easat-6590	18	1	1	1	X
easat-6590	18	2	.	.	X
easat-6590	18	3	introduction	introduction	NOUN
easat-6590	18	4	the	the	DET
easat-6590	18	5	role	role	NOUN
easat-6590	18	6	of	of	ADP
easat-6590	18	7	version	version	NOUN
easat-6590	18	8	control	control	NOUN
easat-6590	18	9	system	system	NOUN
easat-6590	18	10	(	(	PUNCT
easat-6590	18	11	vcs	vcs	NOUN
easat-6590	18	12	)	)	PUNCT
easat-6590	18	13	skills	skill	NOUN
easat-6590	18	14	in	in	ADP
easat-6590	18	15	the	the	DET
easat-6590	18	16	software	software	NOUN
easat-6590	18	17	development	development	NOUN
easat-6590	18	18	industry	industry	NOUN
easat-6590	18	19	can	can	AUX
easat-6590	18	20	not	not	PART
easat-6590	18	21	be	be	AUX
easat-6590	18	22	overstated	overstate	VERB
easat-6590	18	23	,	,	PUNCT
easat-6590	18	24	as	as	SCONJ
easat-6590	18	25	they	they	PRON
easat-6590	18	26	have	have	AUX
easat-6590	18	27	become	become	VERB
easat-6590	18	28	a	a	DET
easat-6590	18	29	cornerstone	cornerstone	NOUN
easat-6590	18	30	of	of	ADP
easat-6590	18	31	modern	modern	ADJ
easat-6590	18	32	software	software	NOUN
easat-6590	18	33	engineering	engineering	NOUN
easat-6590	18	34	practices	practice	NOUN
easat-6590	18	35	.	.	PUNCT
easat-6590	19	1	vcs	vcs	PROPN
easat-6590	19	2	,	,	PUNCT
easat-6590	19	3	such	such	ADJ
easat-6590	19	4	as	as	ADP
easat-6590	19	5	git	git	NOUN
easat-6590	19	6	,	,	PUNCT
easat-6590	19	7	github	github	NOUN
easat-6590	19	8	,	,	PUNCT
easat-6590	19	9	gitlab	gitlab	NOUN
easat-6590	19	10	,	,	PUNCT
easat-6590	19	11	and	and	CCONJ
easat-6590	19	12	bitbucket	bitbucket	NOUN
easat-6590	19	13	,	,	PUNCT
easat-6590	19	14	are	be	AUX
easat-6590	19	15	integral	integral	ADJ
easat-6590	19	16	to	to	ADP
easat-6590	19	17	collaborative	collaborative	ADJ
easat-6590	19	18	software	software	NOUN
easat-6590	19	19	development	development	NOUN
easat-6590	19	20	,	,	PUNCT
easat-6590	19	21	enabling	enable	VERB
easat-6590	19	22	teams	team	NOUN
easat-6590	19	23	to	to	PART
easat-6590	19	24	manage	manage	VERB
easat-6590	19	25	code	code	NOUN
easat-6590	19	26	changes	change	NOUN
easat-6590	19	27	,	,	PUNCT
easat-6590	19	28	track	track	NOUN
easat-6590	19	29	revisions	revision	NOUN
easat-6590	19	30	,	,	PUNCT
easat-6590	19	31	and	and	CCONJ
easat-6590	19	32	maintain	maintain	VERB
easat-6590	19	33	project	project	NOUN
easat-6590	19	34	integrity	integrity	NOUN
easat-6590	19	35	[	[	X
easat-6590	19	36	1	1	NUM
easat-6590	19	37	-	-	SYM
easat-6590	19	38	3	3	NUM
easat-6590	19	39	]	]	PUNCT
easat-6590	19	40	.	.	PUNCT
easat-6590	20	1	for	for	ADP
easat-6590	20	2	information	information	NOUN
easat-6590	20	3	technology	technology	NOUN
easat-6590	20	4	(	(	PUNCT
easat-6590	20	5	it	it	PRON
easat-6590	20	6	)	)	PUNCT
easat-6590	20	7	undergraduate	undergraduate	ADJ
easat-6590	20	8	students	student	NOUN
easat-6590	20	9	,	,	PUNCT
easat-6590	20	10	acquiring	acquire	VERB
easat-6590	20	11	proficiency	proficiency	NOUN
easat-6590	20	12	in	in	ADP
easat-6590	20	13	these	these	DET
easat-6590	20	14	tools	tool	NOUN
easat-6590	20	15	is	be	AUX
easat-6590	20	16	a	a	DET
easat-6590	20	17	technical	technical	ADJ
easat-6590	20	18	skill	skill	NOUN
easat-6590	20	19	and	and	CCONJ
easat-6590	20	20	a	a	DET
easat-6590	20	21	critical	critical	ADJ
easat-6590	20	22	professional	professional	ADJ
easat-6590	20	23	competency	competency	NOUN
easat-6590	20	24	that	that	PRON
easat-6590	20	25	bridges	bridge	VERB
easat-6590	20	26	the	the	DET
easat-6590	20	27	gap	gap	NOUN
easat-6590	20	28	between	between	ADP
easat-6590	20	29	academic	academic	ADJ
easat-6590	20	30	learning	learning	NOUN
easat-6590	20	31	and	and	CCONJ
easat-6590	20	32	industry	industry	NOUN
easat-6590	20	33	expectations	expectation	NOUN
easat-6590	20	34	.	.	PUNCT
easat-6590	21	1	1.1	1.1	NUM
easat-6590	21	2	.	.	PUNCT
easat-6590	22	1	industry	industry	NOUN
easat-6590	22	2	demand	demand	NOUN
easat-6590	22	3	for	for	ADP
easat-6590	22	4	version	version	NOUN
easat-6590	22	5	control	control	NOUN
easat-6590	22	6	system	system	NOUN
easat-6590	22	7	skills	skill	VERB
easat-6590	22	8	the	the	DET
easat-6590	22	9	collaborative	collaborative	ADJ
easat-6590	22	10	nature	nature	NOUN
easat-6590	22	11	of	of	ADP
easat-6590	22	12	modern	modern	ADJ
easat-6590	22	13	software	software	NOUN
easat-6590	22	14	engineering	engineering	NOUN
easat-6590	22	15	drives	drive	VERB
easat-6590	22	16	the	the	DET
easat-6590	22	17	demand	demand	NOUN
easat-6590	22	18	for	for	ADP
easat-6590	22	19	vcs	vcs	NOUN
easat-6590	22	20	skills	skill	NOUN
easat-6590	22	21	in	in	ADP
easat-6590	22	22	the	the	DET
easat-6590	22	23	software	software	NOUN
easat-6590	22	24	development	development	NOUN
easat-6590	22	25	industry	industry	NOUN
easat-6590	22	26	.	.	PUNCT
easat-6590	23	1	companies	company	NOUN
easat-6590	23	2	rely	rely	VERB
easat-6590	23	3	on	on	ADP
easat-6590	23	4	version	version	NOUN
easat-6590	23	5	control	control	NOUN
easat-6590	23	6	systems	system	NOUN
easat-6590	23	7	to	to	PART
easat-6590	23	8	manage	manage	VERB
easat-6590	23	9	distributed	distributed	ADJ
easat-6590	23	10	teams	team	NOUN
easat-6590	23	11	,	,	PUNCT
easat-6590	23	12	track	track	NOUN
easat-6590	23	13	changes	change	NOUN
easat-6590	23	14	and	and	CCONJ
easat-6590	23	15	ensure	ensure	VERB
easat-6590	23	16	code	code	NOUN
easat-6590	23	17	quality	quality	NOUN
easat-6590	23	18	[	[	X
easat-6590	23	19	1	1	NUM
easat-6590	23	20	,	,	PUNCT
easat-6590	23	21	3	3	NUM
easat-6590	23	22	]	]	PUNCT
easat-6590	23	23	.	.	PUNCT
easat-6590	24	1	employers	employer	NOUN
easat-6590	24	2	often	often	ADV
easat-6590	24	3	expect	expect	VERB
easat-6590	24	4	graduates	graduate	NOUN
easat-6590	24	5	to	to	PART
easat-6590	24	6	be	be	AUX
easat-6590	24	7	proficient	proficient	ADJ
easat-6590	24	8	in	in	ADP
easat-6590	24	9	using	use	VERB
easat-6590	24	10	tools	tool	NOUN
easat-6590	24	11	like	like	ADP
easat-6590	24	12	git	git	NOUN
easat-6590	24	13	and	and	CCONJ
easat-6590	24	14	github	github	NOUN
easat-6590	24	15	,	,	PUNCT
easat-6590	24	16	essential	essential	ADJ
easat-6590	24	17	for	for	ADP
easat-6590	24	18	professional	professional	ADJ
easat-6590	24	19	software	software	NOUN
easat-6590	24	20	development	development	NOUN
easat-6590	25	1	[	[	X
easat-6590	25	2	2	2	NUM
easat-6590	25	3	,	,	PUNCT
easat-6590	25	4	4	4	NUM
easat-6590	25	5	]	]	PUNCT
easat-6590	25	6	.	.	PUNCT
easat-6590	26	1	for	for	ADP
easat-6590	26	2	instance	instance	NOUN
easat-6590	26	3	,	,	PUNCT
easat-6590	26	4	github	github	PROPN
easat-6590	26	5	portfolios	portfolio	NOUN
easat-6590	26	6	are	be	AUX
easat-6590	26	7	frequently	frequently	ADV
easat-6590	26	8	used	use	VERB
easat-6590	26	9	for	for	ADP
easat-6590	26	10	hiring	hiring	NOUN
easat-6590	26	11	,	,	PUNCT
easat-6590	26	12	emphasizing	emphasize	VERB
easat-6590	26	13	the	the	DET
easat-6590	26	14	importance	importance	NOUN
easat-6590	26	15	of	of	ADP
easat-6590	26	16	technical	technical	ADJ
easat-6590	26	17	proficiency	proficiency	NOUN
easat-6590	26	18	and	and	CCONJ
easat-6590	26	19	the	the	DET
easat-6590	26	20	ability	ability	NOUN
easat-6590	26	21	to	to	PART
easat-6590	26	22	collaborate	collaborate	VERB
easat-6590	26	23	and	and	CCONJ
easat-6590	26	24	showcase	showcase	VERB
easat-6590	26	25	work	work	NOUN
easat-6590	26	26	in	in	ADP
easat-6590	26	27	a	a	DET
easat-6590	26	28	professional	professional	ADJ
easat-6590	26	29	setting	setting	NOUN
easat-6590	26	30	[	[	X
easat-6590	26	31	2	2	NUM
easat-6590	26	32	]	]	PUNCT
easat-6590	26	33	.	.	PUNCT
easat-6590	27	1	furthermore	furthermore	ADV
easat-6590	27	2	,	,	PUNCT
easat-6590	27	3	the	the	DET
easat-6590	27	4	ability	ability	NOUN
easat-6590	27	5	to	to	PART
easat-6590	27	6	use	use	VERB
easat-6590	27	7	configuration	configuration	NOUN
easat-6590	27	8	management	management	NOUN
easat-6590	27	9	systems	system	NOUN
easat-6590	27	10	and	and	CCONJ
easat-6590	27	11	produce	produce	VERB
easat-6590	27	12	unit	unit	NOUN
easat-6590	27	13	tests	test	NOUN
easat-6590	27	14	for	for	ADP
easat-6590	27	15	code	code	NOUN
easat-6590	27	16	is	be	AUX
easat-6590	27	17	critical	critical	ADJ
easat-6590	27	18	.	.	PUNCT
easat-6590	28	1	yet	yet	ADV
easat-6590	28	2	,	,	PUNCT
easat-6590	28	3	many	many	ADJ
easat-6590	28	4	graduates	graduate	NOUN
easat-6590	28	5	struggle	struggle	VERB
easat-6590	28	6	with	with	ADP
easat-6590	28	7	these	these	DET
easat-6590	28	8	skills	skill	NOUN
easat-6590	28	9	,	,	PUNCT
easat-6590	28	10	highlighting	highlight	VERB
easat-6590	28	11	the	the	DET
easat-6590	28	12	need	need	NOUN
easat-6590	28	13	for	for	ADP
easat-6590	28	14	better	well	ADJ
easat-6590	28	15	preparation	preparation	NOUN
easat-6590	28	16	in	in	ADP
easat-6590	28	17	undergraduate	undergraduate	ADJ
easat-6590	28	18	education	education	NOUN
easat-6590	28	19	[	[	X
easat-6590	28	20	4	4	NUM
easat-6590	28	21	]	]	PUNCT
easat-6590	28	22	.	.	PUNCT
easat-6590	29	1	https://orcid.org/0009-0004-2244-024x	https://orcid.org/0009-0004-2244-024x	PROPN
easat-6590	29	2	https://orcid.org/0000-0002-3724-2885	https://orcid.org/0000-0002-3724-2885	PROPN
easat-6590	29	3	https://orcid.org/0000-0002-1234-4033	https://orcid.org/0000-0002-1234-4033	PROPN
easat-6590	29	4	2503	2503	NUM
easat-6590	29	5	edelweiss	edelweiss	PROPN
easat-6590	29	6	applied	apply	VERB
easat-6590	29	7	science	science	NOUN
easat-6590	29	8	and	and	CCONJ
easat-6590	29	9	technology	technology	NOUN
easat-6590	29	10	issn	issn	PROPN
easat-6590	29	11	:	:	PUNCT
easat-6590	29	12	2576	2576	NUM
easat-6590	29	13	-	-	SYM
easat-6590	29	14	8484	8484	NUM
easat-6590	29	15	vol	vol	NOUN
easat-6590	29	16	.	.	PROPN
easat-6590	30	1	9	9	NUM
easat-6590	30	2	,	,	PUNCT
easat-6590	30	3	no	no	INTJ
easat-6590	30	4	.	.	NOUN
easat-6590	30	5	4	4	NUM
easat-6590	30	6	:	:	SYM
easat-6590	30	7	2502	2502	NUM
easat-6590	30	8	-	-	SYM
easat-6590	30	9	2514	2514	NUM
easat-6590	30	10	,	,	PUNCT
easat-6590	30	11	2025	2025	NUM
easat-6590	30	12	doi	doi	NOUN
easat-6590	30	13	:	:	PUNCT
easat-6590	30	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	30	15	©	©	PROPN
easat-6590	30	16	2025	2025	NUM
easat-6590	30	17	by	by	ADP
easat-6590	30	18	the	the	DET
easat-6590	30	19	authors	author	NOUN
easat-6590	30	20	;	;	PUNCT
easat-6590	30	21	licensee	licensee	PROPN
easat-6590	30	22	learning	learning	NOUN
easat-6590	30	23	gate	gate	VERB
easat-6590	30	24	the	the	DET
easat-6590	30	25	industry	industry	NOUN
easat-6590	30	26	's	's	PART
easat-6590	30	27	emphasis	emphasis	NOUN
easat-6590	30	28	on	on	ADP
easat-6590	30	29	agile	agile	ADJ
easat-6590	30	30	methodologies	methodology	NOUN
easat-6590	30	31	,	,	PUNCT
easat-6590	30	32	continuous	continuous	ADJ
easat-6590	30	33	integration	integration	NOUN
easat-6590	30	34	/	/	SYM
easat-6590	30	35	continuous	continuous	ADJ
easat-6590	30	36	deployment	deployment	NOUN
easat-6590	30	37	(	(	PUNCT
easat-6590	30	38	ci	ci	NOUN
easat-6590	30	39	/	/	SYM
easat-6590	30	40	cd	cd	PROPN
easat-6590	30	41	)	)	PUNCT
easat-6590	30	42	,	,	PUNCT
easat-6590	30	43	and	and	CCONJ
easat-6590	30	44	devops	devop	NOUN
easat-6590	30	45	further	far	ADV
easat-6590	30	46	underscores	underscore	VERB
easat-6590	30	47	the	the	DET
easat-6590	30	48	importance	importance	NOUN
easat-6590	30	49	of	of	ADP
easat-6590	30	50	vcs	vcs	NOUN
easat-6590	30	51	skills	skill	NOUN
easat-6590	30	52	.	.	PUNCT
easat-6590	31	1	these	these	DET
easat-6590	31	2	practices	practice	NOUN
easat-6590	31	3	require	require	VERB
easat-6590	31	4	developers	developer	NOUN
easat-6590	31	5	to	to	PART
easat-6590	31	6	work	work	VERB
easat-6590	31	7	in	in	ADP
easat-6590	31	8	dynamic	dynamic	ADJ
easat-6590	31	9	environments	environment	NOUN
easat-6590	31	10	,	,	PUNCT
easat-6590	31	11	where	where	SCONJ
easat-6590	31	12	vcs	vcs	PROPN
easat-6590	31	13	is	be	AUX
easat-6590	31	14	essential	essential	ADJ
easat-6590	31	15	for	for	ADP
easat-6590	31	16	managing	manage	VERB
easat-6590	31	17	frequent	frequent	ADJ
easat-6590	31	18	code	code	NOUN
easat-6590	31	19	changes	change	NOUN
easat-6590	31	20	and	and	CCONJ
easat-6590	31	21	ensuring	ensure	VERB
easat-6590	31	22	smooth	smooth	ADJ
easat-6590	31	23	collaboration	collaboration	NOUN
easat-6590	31	24	[	[	X
easat-6590	31	25	5	5	NUM
easat-6590	31	26	,	,	PUNCT
easat-6590	31	27	6	6	NUM
easat-6590	31	28	]	]	PUNCT
easat-6590	31	29	.	.	PUNCT
easat-6590	32	1	as	as	SCONJ
easat-6590	32	2	the	the	DET
easat-6590	32	3	software	software	NOUN
easat-6590	32	4	industry	industry	NOUN
easat-6590	32	5	evolves	evolve	VERB
easat-6590	32	6	,	,	PUNCT
easat-6590	32	7	the	the	DET
easat-6590	32	8	demand	demand	NOUN
easat-6590	32	9	for	for	ADP
easat-6590	32	10	professionals	professional	NOUN
easat-6590	32	11	who	who	PRON
easat-6590	32	12	can	can	AUX
easat-6590	32	13	effectively	effectively	ADV
easat-6590	32	14	navigate	navigate	VERB
easat-6590	32	15	these	these	DET
easat-6590	32	16	tools	tool	NOUN
easat-6590	32	17	will	will	AUX
easat-6590	32	18	only	only	ADV
easat-6590	32	19	grow	grow	VERB
easat-6590	32	20	,	,	PUNCT
easat-6590	32	21	making	make	VERB
easat-6590	32	22	vcs	vcs	NOUN
easat-6590	32	23	skills	skill	VERB
easat-6590	32	24	a	a	DET
easat-6590	32	25	cornerstone	cornerstone	NOUN
easat-6590	32	26	of	of	ADP
easat-6590	32	27	employability	employability	NOUN
easat-6590	32	28	for	for	ADP
easat-6590	32	29	it	it	PRON
easat-6590	32	30	graduates	graduate	NOUN
easat-6590	32	31	.	.	PUNCT
easat-6590	33	1	1.2	1.2	NUM
easat-6590	33	2	.	.	PUNCT
easat-6590	33	3	challenges	challenge	NOUN
easat-6590	33	4	in	in	ADP
easat-6590	33	5	developing	develop	VERB
easat-6590	33	6	vcs	vcs	NOUN
easat-6590	33	7	skills	skill	NOUN
easat-6590	33	8	in	in	ADP
easat-6590	33	9	undergraduate	undergraduate	ADJ
easat-6590	33	10	education	education	NOUN
easat-6590	33	11	despite	despite	SCONJ
easat-6590	33	12	the	the	DET
easat-6590	33	13	apparent	apparent	ADJ
easat-6590	33	14	industry	industry	NOUN
easat-6590	33	15	demand	demand	NOUN
easat-6590	33	16	,	,	PUNCT
easat-6590	33	17	integrating	integrate	VERB
easat-6590	33	18	vcs	vcs	NOUN
easat-6590	33	19	skills	skill	NOUN
easat-6590	33	20	into	into	ADP
easat-6590	33	21	undergraduate	undergraduate	ADJ
easat-6590	33	22	curricula	curricula	NOUN
easat-6590	33	23	presents	present	VERB
easat-6590	33	24	several	several	ADJ
easat-6590	33	25	challenges	challenge	NOUN
easat-6590	33	26	.	.	PUNCT
easat-6590	34	1	one	one	NUM
easat-6590	34	2	major	major	ADJ
easat-6590	34	3	issue	issue	NOUN
easat-6590	34	4	is	be	AUX
easat-6590	34	5	the	the	DET
easat-6590	34	6	steep	steep	ADJ
easat-6590	34	7	learning	learn	VERB
easat-6590	34	8	curve	curve	NOUN
easat-6590	34	9	associated	associate	VERB
easat-6590	34	10	with	with	ADP
easat-6590	34	11	version	version	NOUN
easat-6590	34	12	control	control	NOUN
easat-6590	34	13	systems	system	NOUN
easat-6590	34	14	,	,	PUNCT
easat-6590	34	15	which	which	PRON
easat-6590	34	16	can	can	AUX
easat-6590	34	17	overwhelm	overwhelm	VERB
easat-6590	34	18	students	student	NOUN
easat-6590	34	19	and	and	CCONJ
easat-6590	34	20	educators	educator	NOUN
easat-6590	34	21	[	[	X
easat-6590	34	22	1	1	NUM
easat-6590	34	23	]	]	PUNCT
easat-6590	34	24	.	.	PUNCT
easat-6590	35	1	the	the	DET
easat-6590	35	2	complexity	complexity	NOUN
easat-6590	35	3	of	of	ADP
easat-6590	35	4	these	these	DET
easat-6590	35	5	tools	tool	NOUN
easat-6590	35	6	often	often	ADV
easat-6590	35	7	leads	lead	VERB
easat-6590	35	8	to	to	ADP
easat-6590	35	9	confusion	confusion	NOUN
easat-6590	35	10	,	,	PUNCT
easat-6590	35	11	particularly	particularly	ADV
easat-6590	35	12	when	when	SCONJ
easat-6590	35	13	they	they	PRON
easat-6590	35	14	are	be	AUX
easat-6590	35	15	introduced	introduce	VERB
easat-6590	35	16	in	in	ADP
easat-6590	35	17	isolation	isolation	NOUN
easat-6590	35	18	from	from	ADP
easat-6590	35	19	real	real	ADJ
easat-6590	35	20	-	-	PUNCT
easat-6590	35	21	world	world	NOUN
easat-6590	35	22	scenarios	scenario	NOUN
easat-6590	35	23	.	.	PUNCT
easat-6590	36	1	additionally	additionally	ADV
easat-6590	36	2	,	,	PUNCT
easat-6590	36	3	many	many	ADJ
easat-6590	36	4	educational	educational	ADJ
easat-6590	36	5	institutions	institution	NOUN
easat-6590	36	6	lack	lack	VERB
easat-6590	36	7	the	the	DET
easat-6590	36	8	resources	resource	NOUN
easat-6590	36	9	or	or	CCONJ
easat-6590	36	10	tailored	tailor	VERB
easat-6590	36	11	materials	material	NOUN
easat-6590	36	12	to	to	PART
easat-6590	36	13	teach	teach	VERB
easat-6590	36	14	vcs	vcs	PROPN
easat-6590	36	15	concepts	concept	NOUN
easat-6590	36	16	effectively	effectively	ADV
easat-6590	36	17	,	,	PUNCT
easat-6590	36	18	further	far	ADV
easat-6590	36	19	hindering	hinder	VERB
easat-6590	36	20	student	student	NOUN
easat-6590	36	21	learning	learn	VERB
easat-6590	36	22	[	[	X
easat-6590	36	23	1	1	NUM
easat-6590	36	24	,	,	PUNCT
easat-6590	36	25	7	7	NUM
easat-6590	36	26	]	]	PUNCT
easat-6590	36	27	.	.	PUNCT
easat-6590	37	1	another	another	DET
easat-6590	37	2	challenge	challenge	NOUN
easat-6590	37	3	is	be	AUX
easat-6590	37	4	the	the	DET
easat-6590	37	5	lack	lack	NOUN
easat-6590	37	6	of	of	ADP
easat-6590	37	7	alignment	alignment	NOUN
easat-6590	37	8	between	between	ADP
easat-6590	37	9	academic	academic	ADJ
easat-6590	37	10	curricula	curricula	NOUN
easat-6590	37	11	and	and	CCONJ
easat-6590	37	12	industry	industry	NOUN
easat-6590	37	13	expectations	expectation	NOUN
easat-6590	37	14	.	.	PUNCT
easat-6590	38	1	while	while	SCONJ
easat-6590	38	2	many	many	ADJ
easat-6590	38	3	undergraduate	undergraduate	NOUN
easat-6590	38	4	programs	program	NOUN
easat-6590	38	5	focus	focus	VERB
easat-6590	38	6	on	on	ADP
easat-6590	38	7	theoretical	theoretical	ADJ
easat-6590	38	8	knowledge	knowledge	NOUN
easat-6590	38	9	,	,	PUNCT
easat-6590	38	10	they	they	PRON
easat-6590	38	11	often	often	ADV
easat-6590	38	12	neglect	neglect	VERB
easat-6590	38	13	practical	practical	ADJ
easat-6590	38	14	skills	skill	NOUN
easat-6590	38	15	like	like	ADP
easat-6590	38	16	version	version	NOUN
easat-6590	38	17	control	control	NOUN
easat-6590	38	18	,	,	PUNCT
easat-6590	38	19	which	which	PRON
easat-6590	38	20	are	be	AUX
easat-6590	38	21	critical	critical	ADJ
easat-6590	38	22	in	in	ADP
easat-6590	38	23	professional	professional	ADJ
easat-6590	38	24	settings	setting	NOUN
easat-6590	38	25	[	[	X
easat-6590	38	26	6	6	NUM
easat-6590	38	27	,	,	PUNCT
easat-6590	38	28	8	8	NUM
easat-6590	38	29	]	]	PUNCT
easat-6590	38	30	.	.	PUNCT
easat-6590	39	1	this	this	DET
easat-6590	39	2	mismatch	mismatch	NOUN
easat-6590	39	3	can	can	AUX
easat-6590	39	4	leave	leave	VERB
easat-6590	39	5	graduates	graduate	NOUN
easat-6590	39	6	unprepared	unprepared	ADJ
easat-6590	39	7	for	for	ADP
easat-6590	39	8	the	the	DET
easat-6590	39	9	demands	demand	NOUN
easat-6590	39	10	of	of	ADP
easat-6590	39	11	the	the	DET
easat-6590	39	12	software	software	NOUN
easat-6590	39	13	development	development	NOUN
easat-6590	39	14	industry	industry	NOUN
easat-6590	39	15	,	,	PUNCT
easat-6590	39	16	where	where	SCONJ
easat-6590	39	17	collaboration	collaboration	NOUN
easat-6590	39	18	and	and	CCONJ
easat-6590	39	19	version	version	NOUN
easat-6590	39	20	control	control	NOUN
easat-6590	39	21	are	be	AUX
easat-6590	39	22	integral	integral	ADJ
easat-6590	39	23	to	to	ADP
easat-6590	39	24	daily	daily	ADJ
easat-6590	39	25	workflows	workflow	NOUN
easat-6590	39	26	[	[	X
easat-6590	39	27	3	3	NUM
easat-6590	39	28	,	,	PUNCT
easat-6590	39	29	4	4	NUM
easat-6590	39	30	]	]	PUNCT
easat-6590	39	31	.	.	PUNCT
easat-6590	40	1	moreover	moreover	ADV
easat-6590	40	2	,	,	PUNCT
easat-6590	40	3	the	the	DET
easat-6590	40	4	rapid	rapid	ADJ
easat-6590	40	5	evolution	evolution	NOUN
easat-6590	40	6	of	of	ADP
easat-6590	40	7	software	software	NOUN
easat-6590	40	8	engineering	engineering	NOUN
easat-6590	40	9	tools	tool	NOUN
easat-6590	40	10	and	and	CCONJ
easat-6590	40	11	methodologies	methodology	NOUN
easat-6590	40	12	exacerbates	exacerbate	VERB
easat-6590	40	13	the	the	DET
easat-6590	40	14	challenge	challenge	NOUN
easat-6590	40	15	of	of	ADP
easat-6590	40	16	keeping	keep	VERB
easat-6590	40	17	curricula	curricula	NOUN
easat-6590	40	18	current	current	ADJ
easat-6590	40	19	,	,	PUNCT
easat-6590	40	20	requiring	require	VERB
easat-6590	40	21	continuous	continuous	ADJ
easat-6590	40	22	adaptation	adaptation	NOUN
easat-6590	40	23	to	to	PART
easat-6590	40	24	meet	meet	VERB
easat-6590	40	25	industry	industry	NOUN
easat-6590	40	26	needs	need	NOUN
easat-6590	40	27	[	[	X
easat-6590	40	28	6	6	NUM
easat-6590	40	29	]	]	PUNCT
easat-6590	40	30	.	.	PUNCT
easat-6590	41	1	in	in	ADP
easat-6590	41	2	conclusion	conclusion	NOUN
easat-6590	41	3	,	,	PUNCT
easat-6590	41	4	the	the	DET
easat-6590	41	5	role	role	NOUN
easat-6590	41	6	of	of	ADP
easat-6590	41	7	vcs	vcs	NOUN
easat-6590	41	8	skills	skill	NOUN
easat-6590	41	9	in	in	ADP
easat-6590	41	10	the	the	DET
easat-6590	41	11	software	software	NOUN
easat-6590	41	12	development	development	NOUN
easat-6590	41	13	industry	industry	NOUN
easat-6590	41	14	is	be	AUX
easat-6590	41	15	critical	critical	ADJ
easat-6590	41	16	and	and	CCONJ
easat-6590	41	17	transformative	transformative	ADJ
easat-6590	41	18	.	.	PUNCT
easat-6590	42	1	as	as	SCONJ
easat-6590	42	2	the	the	DET
easat-6590	42	3	industry	industry	NOUN
easat-6590	42	4	continues	continue	VERB
easat-6590	42	5	to	to	PART
easat-6590	42	6	evolve	evolve	VERB
easat-6590	42	7	,	,	PUNCT
easat-6590	42	8	the	the	DET
easat-6590	42	9	demand	demand	NOUN
easat-6590	42	10	for	for	ADP
easat-6590	42	11	professionals	professional	NOUN
easat-6590	42	12	who	who	PRON
easat-6590	42	13	can	can	AUX
easat-6590	42	14	effectively	effectively	ADV
easat-6590	42	15	navigate	navigate	VERB
easat-6590	42	16	these	these	DET
easat-6590	42	17	tools	tool	NOUN
easat-6590	42	18	will	will	AUX
easat-6590	42	19	only	only	ADV
easat-6590	42	20	grow	grow	VERB
easat-6590	42	21	.	.	PUNCT
easat-6590	43	1	for	for	ADP
easat-6590	43	2	it	it	PRON
easat-6590	43	3	undergraduate	undergraduate	ADJ
easat-6590	43	4	students	student	NOUN
easat-6590	43	5	,	,	PUNCT
easat-6590	43	6	acquiring	acquire	VERB
easat-6590	43	7	vcs	vcs	PROPN
easat-6590	43	8	skills	skill	NOUN
easat-6590	43	9	is	be	AUX
easat-6590	43	10	a	a	DET
easat-6590	43	11	technical	technical	ADJ
easat-6590	43	12	and	and	CCONJ
easat-6590	43	13	professional	professional	ADJ
easat-6590	43	14	necessity	necessity	NOUN
easat-6590	43	15	that	that	PRON
easat-6590	43	16	will	will	AUX
easat-6590	43	17	shape	shape	VERB
easat-6590	43	18	their	their	PRON
easat-6590	43	19	success	success	NOUN
easat-6590	43	20	in	in	ADP
easat-6590	43	21	the	the	DET
easat-6590	43	22	software	software	NOUN
easat-6590	43	23	development	development	NOUN
easat-6590	43	24	industry	industry	NOUN
easat-6590	43	25	.	.	PUNCT
easat-6590	44	1	1.3	1.3	NUM
easat-6590	44	2	.	.	PUNCT
easat-6590	45	1	how	how	SCONJ
easat-6590	45	2	imperative	imperative	ADJ
easat-6590	45	3	is	be	AUX
easat-6590	45	4	a	a	DET
easat-6590	45	5	needs	need	NOUN
easat-6590	45	6	assessment	assessment	NOUN
easat-6590	45	7	?	?	PUNCT
easat-6590	46	1	needs	need	VERB
easat-6590	46	2	assessment	assessment	NOUN
easat-6590	46	3	(	(	PUNCT
easat-6590	46	4	na	na	NOUN
easat-6590	46	5	)	)	PUNCT
easat-6590	46	6	is	be	AUX
easat-6590	46	7	crucial	crucial	ADJ
easat-6590	46	8	in	in	ADP
easat-6590	46	9	educational	educational	ADJ
easat-6590	46	10	research	research	NOUN
easat-6590	46	11	and	and	CCONJ
easat-6590	46	12	curriculum	curriculum	NOUN
easat-6590	46	13	development	development	NOUN
easat-6590	46	14	as	as	SCONJ
easat-6590	46	15	it	it	PRON
easat-6590	46	16	identifies	identify	VERB
easat-6590	46	17	skill	skill	NOUN
easat-6590	46	18	gaps	gap	NOUN
easat-6590	46	19	and	and	CCONJ
easat-6590	46	20	guides	guide	VERB
easat-6590	46	21	evidence	evidence	NOUN
easat-6590	46	22	-	-	PUNCT
easat-6590	46	23	based	base	VERB
easat-6590	46	24	improvements	improvement	NOUN
easat-6590	46	25	.	.	PUNCT
easat-6590	47	1	initially	initially	ADV
easat-6590	47	2	conceptualized	conceptualize	VERB
easat-6590	47	3	by	by	ADP
easat-6590	47	4	the	the	DET
easat-6590	47	5	united	united	PROPN
easat-6590	47	6	nations	nations	PROPN
easat-6590	47	7	development	development	PROPN
easat-6590	47	8	programmed	program	VERB
easat-6590	47	9	(	(	PUNCT
easat-6590	47	10	undp	undp	PROPN
easat-6590	47	11	)	)	PUNCT
easat-6590	47	12	,	,	PUNCT
easat-6590	47	13	the	the	DET
easat-6590	47	14	na	na	NOUN
easat-6590	47	15	framework	framework	NOUN
easat-6590	47	16	was	be	AUX
easat-6590	47	17	designed	design	VERB
easat-6590	47	18	to	to	PART
easat-6590	47	19	diagnose	diagnose	VERB
easat-6590	47	20	social	social	ADJ
easat-6590	47	21	,	,	PUNCT
easat-6590	47	22	economic	economic	ADJ
easat-6590	47	23	,	,	PUNCT
easat-6590	47	24	and	and	CCONJ
easat-6590	47	25	educational	educational	ADJ
easat-6590	47	26	challenges	challenge	NOUN
easat-6590	47	27	and	and	CCONJ
easat-6590	47	28	prioritize	prioritize	VERB
easat-6590	47	29	targeted	target	VERB
easat-6590	47	30	interventions	intervention	NOUN
easat-6590	47	31	[	[	X
easat-6590	47	32	9	9	NUM
easat-6590	47	33	,	,	PUNCT
easat-6590	47	34	10	10	NUM
easat-6590	47	35	]	]	PUNCT
easat-6590	47	36	.	.	PUNCT
easat-6590	48	1	in	in	ADP
easat-6590	48	2	thailand	thailand	PROPN
easat-6590	48	3	,	,	PUNCT
easat-6590	48	4	this	this	DET
easat-6590	48	5	methodology	methodology	NOUN
easat-6590	48	6	has	have	AUX
easat-6590	48	7	evolved	evolve	VERB
easat-6590	48	8	into	into	ADP
easat-6590	48	9	a	a	DET
easat-6590	48	10	localized	localize	VERB
easat-6590	48	11	tool	tool	NOUN
easat-6590	48	12	known	know	VERB
easat-6590	48	13	as	as	ADP
easat-6590	48	14	the	the	DET
easat-6590	48	15	priority	priority	NOUN
easat-6590	48	16	needs	need	VERB
easat-6590	48	17	index	index	NOUN
easat-6590	48	18	modified	modify	VERB
easat-6590	48	19	(	(	PUNCT
easat-6590	48	20	pnimodified	pnimodifie	VERB
easat-6590	48	21	)	)	PUNCT
easat-6590	48	22	,	,	PUNCT
easat-6590	48	23	which	which	PRON
easat-6590	48	24	has	have	AUX
easat-6590	48	25	been	be	AUX
easat-6590	48	26	adapted	adapt	VERB
easat-6590	48	27	to	to	PART
easat-6590	48	28	address	address	VERB
easat-6590	48	29	national	national	ADJ
easat-6590	48	30	educational	educational	ADJ
easat-6590	48	31	contexts	context	NOUN
easat-6590	48	32	and	and	CCONJ
easat-6590	48	33	priorities	priority	NOUN
easat-6590	49	1	[	[	X
easat-6590	49	2	11	11	NUM
easat-6590	49	3	-	-	SYM
easat-6590	49	4	14	14	NUM
easat-6590	49	5	]	]	PUNCT
easat-6590	49	6	.	.	PUNCT
easat-6590	50	1	a	a	DET
easat-6590	50	2	needs	need	NOUN
easat-6590	50	3	assessment	assessment	NOUN
easat-6590	50	4	is	be	AUX
easat-6590	50	5	not	not	PART
easat-6590	50	6	merely	merely	ADV
easat-6590	50	7	a	a	DET
easat-6590	50	8	diagnostic	diagnostic	ADJ
easat-6590	50	9	tool	tool	NOUN
easat-6590	50	10	but	but	CCONJ
easat-6590	50	11	a	a	DET
easat-6590	50	12	strategic	strategic	ADJ
easat-6590	50	13	process	process	NOUN
easat-6590	50	14	for	for	ADP
easat-6590	50	15	improving	improve	VERB
easat-6590	50	16	the	the	DET
easat-6590	50	17	relevance	relevance	NOUN
easat-6590	50	18	and	and	CCONJ
easat-6590	50	19	effectiveness	effectiveness	NOUN
easat-6590	50	20	of	of	ADP
easat-6590	50	21	educational	educational	ADJ
easat-6590	50	22	outcomes	outcome	NOUN
easat-6590	50	23	[	[	X
easat-6590	50	24	12	12	NUM
easat-6590	50	25	]	]	PUNCT
easat-6590	50	26	.	.	PUNCT
easat-6590	51	1	it	it	PRON
easat-6590	51	2	enables	enable	VERB
easat-6590	51	3	educators	educator	NOUN
easat-6590	51	4	,	,	PUNCT
easat-6590	51	5	administrators	administrator	NOUN
easat-6590	51	6	,	,	PUNCT
easat-6590	51	7	and	and	CCONJ
easat-6590	51	8	policymakers	policymaker	NOUN
easat-6590	51	9	to	to	PART
easat-6590	51	10	align	align	VERB
easat-6590	51	11	instructional	instructional	ADJ
easat-6590	51	12	goals	goal	NOUN
easat-6590	51	13	with	with	ADP
easat-6590	51	14	learner	learner	NOUN
easat-6590	51	15	needs	need	NOUN
easat-6590	51	16	and	and	CCONJ
easat-6590	51	17	industry	industry	NOUN
easat-6590	51	18	demands	demand	NOUN
easat-6590	51	19	.	.	PUNCT
easat-6590	52	1	this	this	DET
easat-6590	52	2	approach	approach	NOUN
easat-6590	52	3	has	have	AUX
easat-6590	52	4	been	be	AUX
easat-6590	52	5	applied	apply	VERB
easat-6590	52	6	in	in	ADP
easat-6590	52	7	diverse	diverse	ADJ
easat-6590	52	8	contexts	context	NOUN
easat-6590	52	9	across	across	ADP
easat-6590	52	10	thailand	thailand	PROPN
easat-6590	52	11	.	.	PUNCT
easat-6590	53	1	for	for	ADP
easat-6590	53	2	instance	instance	NOUN
easat-6590	53	3	,	,	PUNCT
easat-6590	53	4	digital	digital	ADJ
easat-6590	53	5	literacy	literacy	NOUN
easat-6590	53	6	needs	need	NOUN
easat-6590	53	7	were	be	AUX
easat-6590	53	8	assessed	assess	VERB
easat-6590	53	9	in	in	ADP
easat-6590	53	10	community	community	NOUN
easat-6590	53	11	colleges	college	NOUN
easat-6590	53	12	[	[	X
easat-6590	53	13	15	15	NUM
easat-6590	53	14	]	]	X
easat-6590	53	15	school	school	NOUN
easat-6590	53	16	administrative	administrative	ADJ
easat-6590	53	17	participation	participation	NOUN
easat-6590	53	18	was	be	AUX
easat-6590	53	19	explored	explore	VERB
easat-6590	53	20	[	[	PUNCT
easat-6590	53	21	16	16	NUM
easat-6590	53	22	]	]	X
easat-6590	53	23	digital	digital	ADJ
easat-6590	53	24	competencies	competency	NOUN
easat-6590	53	25	in	in	ADP
easat-6590	53	26	open	open	ADJ
easat-6590	53	27	universities	university	NOUN
easat-6590	53	28	were	be	AUX
easat-6590	53	29	investigated	investigate	VERB
easat-6590	53	30	[	[	X
easat-6590	53	31	17	17	NUM
easat-6590	53	32	]	]	PUNCT
easat-6590	53	33	and	and	CCONJ
easat-6590	53	34	21st	21st	ADJ
easat-6590	53	35	-	-	PUNCT
easat-6590	53	36	century	century	NOUN
easat-6590	53	37	citizenship	citizenship	NOUN
easat-6590	53	38	development	development	NOUN
easat-6590	53	39	in	in	ADP
easat-6590	53	40	private	private	ADJ
easat-6590	53	41	schools	school	NOUN
easat-6590	53	42	was	be	AUX
easat-6590	53	43	addressed	address	VERB
easat-6590	53	44	[	[	X
easat-6590	53	45	18	18	NUM
easat-6590	53	46	]	]	PUNCT
easat-6590	53	47	.	.	PUNCT
easat-6590	54	1	the	the	DET
easat-6590	54	2	effectiveness	effectiveness	NOUN
easat-6590	54	3	of	of	ADP
easat-6590	54	4	the	the	DET
easat-6590	54	5	pnimodified	pnimodified	ADJ
easat-6590	54	6	model	model	NOUN
easat-6590	54	7	in	in	ADP
easat-6590	54	8	guiding	guide	VERB
easat-6590	54	9	curriculum	curriculum	NOUN
easat-6590	54	10	planning	planning	NOUN
easat-6590	54	11	and	and	CCONJ
easat-6590	54	12	professional	professional	ADJ
easat-6590	54	13	training	training	NOUN
easat-6590	54	14	is	be	AUX
easat-6590	54	15	further	far	ADV
easat-6590	54	16	demonstrated	demonstrate	VERB
easat-6590	54	17	through	through	ADP
easat-6590	54	18	the	the	DET
easat-6590	54	19	development	development	NOUN
easat-6590	54	20	of	of	ADP
easat-6590	54	21	a	a	DET
easat-6590	54	22	model	model	NOUN
easat-6590	54	23	for	for	ADP
easat-6590	54	24	stem	stem	NOUN
easat-6590	54	25	-	-	PUNCT
easat-6590	54	26	focused	focus	VERB
easat-6590	54	27	teacher	teacher	NOUN
easat-6590	54	28	development	development	NOUN
easat-6590	54	29	[	[	X
easat-6590	54	30	19	19	NUM
easat-6590	54	31	]	]	PUNCT
easat-6590	54	32	and	and	CCONJ
easat-6590	54	33	the	the	DET
easat-6590	54	34	proposal	proposal	NOUN
easat-6590	54	35	of	of	ADP
easat-6590	54	36	an	an	DET
easat-6590	54	37	innovative	innovative	ADJ
easat-6590	54	38	school	school	NOUN
easat-6590	54	39	model	model	NOUN
easat-6590	54	40	under	under	ADP
easat-6590	54	41	thailand	thailand	PROPN
easat-6590	54	42	’s	’s	PART
easat-6590	54	43	basic	basic	ADJ
easat-6590	54	44	education	education	NOUN
easat-6590	54	45	system	system	NOUN
easat-6590	54	46	[	[	X
easat-6590	54	47	20	20	NUM
easat-6590	54	48	]	]	PUNCT
easat-6590	54	49	.	.	PUNCT
easat-6590	55	1	in	in	ADP
easat-6590	55	2	conclusion	conclusion	NOUN
easat-6590	55	3	,	,	PUNCT
easat-6590	55	4	a	a	DET
easat-6590	55	5	needs	need	NOUN
easat-6590	55	6	assessment	assessment	NOUN
easat-6590	55	7	is	be	AUX
easat-6590	55	8	imperative	imperative	ADJ
easat-6590	55	9	for	for	ADP
easat-6590	55	10	identifying	identify	VERB
easat-6590	55	11	shortcomings	shortcoming	NOUN
easat-6590	55	12	and	and	CCONJ
easat-6590	55	13	formulating	formulate	VERB
easat-6590	55	14	responsive	responsive	ADJ
easat-6590	55	15	and	and	CCONJ
easat-6590	55	16	future	future	ADJ
easat-6590	55	17	-	-	PUNCT
easat-6590	55	18	focused	focus	VERB
easat-6590	55	19	education	education	NOUN
easat-6590	55	20	strategies	strategy	NOUN
easat-6590	55	21	.	.	PUNCT
easat-6590	56	1	its	its	PRON
easat-6590	56	2	structured	structured	ADJ
easat-6590	56	3	,	,	PUNCT
easat-6590	56	4	stakeholder	stakeholder	NOUN
easat-6590	56	5	-	-	PUNCT
easat-6590	56	6	driven	drive	VERB
easat-6590	56	7	methodology	methodology	NOUN
easat-6590	56	8	ensures	ensure	VERB
easat-6590	56	9	curriculum	curriculum	NOUN
easat-6590	56	10	development	development	NOUN
easat-6590	56	11	and	and	CCONJ
easat-6590	56	12	training	training	NOUN
easat-6590	56	13	interventions	intervention	NOUN
easat-6590	56	14	are	be	AUX
easat-6590	56	15	grounded	ground	VERB
easat-6590	56	16	in	in	ADP
easat-6590	56	17	real	real	ADJ
easat-6590	56	18	-	-	PUNCT
easat-6590	56	19	world	world	NOUN
easat-6590	56	20	demands	demand	NOUN
easat-6590	56	21	and	and	CCONJ
easat-6590	56	22	evolving	evolve	VERB
easat-6590	56	23	learner	learner	NOUN
easat-6590	56	24	needs	need	NOUN
easat-6590	56	25	.	.	PUNCT
easat-6590	57	1	2504	2504	NUM
easat-6590	57	2	edelweiss	edelweiss	PROPN
easat-6590	57	3	applied	apply	VERB
easat-6590	57	4	science	science	NOUN
easat-6590	57	5	and	and	CCONJ
easat-6590	57	6	technology	technology	NOUN
easat-6590	57	7	issn	issn	PROPN
easat-6590	57	8	:	:	PUNCT
easat-6590	57	9	2576	2576	NUM
easat-6590	57	10	-	-	SYM
easat-6590	57	11	8484	8484	NUM
easat-6590	57	12	vol	vol	NOUN
easat-6590	57	13	.	.	PROPN
easat-6590	58	1	9	9	NUM
easat-6590	58	2	,	,	PUNCT
easat-6590	58	3	no	no	INTJ
easat-6590	58	4	.	.	NOUN
easat-6590	58	5	4	4	NUM
easat-6590	58	6	:	:	SYM
easat-6590	58	7	2502	2502	NUM
easat-6590	58	8	-	-	SYM
easat-6590	58	9	2514	2514	NUM
easat-6590	58	10	,	,	PUNCT
easat-6590	58	11	2025	2025	NUM
easat-6590	58	12	doi	doi	NOUN
easat-6590	58	13	:	:	PUNCT
easat-6590	58	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	58	15	©	©	PROPN
easat-6590	58	16	2025	2025	NUM
easat-6590	58	17	by	by	ADP
easat-6590	58	18	the	the	DET
easat-6590	58	19	authors	author	NOUN
easat-6590	58	20	;	;	PUNCT
easat-6590	58	21	licensee	licensee	PROPN
easat-6590	58	22	learning	learning	NOUN
easat-6590	58	23	gate	gate	VERB
easat-6590	58	24	1.4	1.4	NUM
easat-6590	58	25	.	.	PUNCT
easat-6590	59	1	research	research	NOUN
easat-6590	59	2	objectives	objective	NOUN
easat-6590	59	3	this	this	DET
easat-6590	59	4	research	research	NOUN
easat-6590	59	5	aims	aim	VERB
easat-6590	59	6	to	to	PART
easat-6590	59	7	conduct	conduct	VERB
easat-6590	59	8	a	a	DET
easat-6590	59	9	needs	need	NOUN
easat-6590	59	10	assessment	assessment	NOUN
easat-6590	59	11	to	to	PART
easat-6590	59	12	explore	explore	VERB
easat-6590	59	13	the	the	DET
easat-6590	59	14	perceived	perceive	VERB
easat-6590	59	15	competencies	competency	NOUN
easat-6590	59	16	in	in	ADP
easat-6590	59	17	vcs	vcs	NOUN
easat-6590	59	18	skills	skill	NOUN
easat-6590	59	19	among	among	ADP
easat-6590	59	20	undergraduate	undergraduate	NOUN
easat-6590	59	21	it	it	PRON
easat-6590	59	22	students	student	NOUN
easat-6590	59	23	.	.	PUNCT
easat-6590	60	1	the	the	DET
easat-6590	60	2	evaluation	evaluation	NOUN
easat-6590	60	3	focuses	focus	VERB
easat-6590	60	4	on	on	ADP
easat-6590	60	5	insights	insight	NOUN
easat-6590	60	6	from	from	ADP
easat-6590	60	7	two	two	NUM
easat-6590	60	8	key	key	ADJ
easat-6590	60	9	stakeholder	stakeholder	NOUN
easat-6590	60	10	groups	group	NOUN
easat-6590	60	11	—	—	PUNCT
easat-6590	60	12	it	it	PRON
easat-6590	60	13	entrepreneurs	entrepreneur	NOUN
easat-6590	60	14	and	and	CCONJ
easat-6590	60	15	academic	academic	ADJ
easat-6590	60	16	instructors	instructor	NOUN
easat-6590	60	17	—	—	PUNCT
easat-6590	60	18	associated	associate	VERB
easat-6590	60	19	with	with	ADP
easat-6590	60	20	the	the	DET
easat-6590	60	21	bachelor	bachelor	NOUN
easat-6590	60	22	of	of	ADP
easat-6590	60	23	science	science	NOUN
easat-6590	60	24	in	in	ADP
easat-6590	60	25	information	information	NOUN
easat-6590	60	26	technology	technology	NOUN
easat-6590	60	27	program	program	NOUN
easat-6590	60	28	at	at	ADP
easat-6590	60	29	the	the	DET
easat-6590	60	30	faculty	faculty	NOUN
easat-6590	60	31	of	of	ADP
easat-6590	60	32	industrial	industrial	ADJ
easat-6590	60	33	technology	technology	NOUN
easat-6590	60	34	and	and	CCONJ
easat-6590	60	35	management	management	NOUN
easat-6590	60	36	,	,	PUNCT
easat-6590	60	37	king	king	PROPN
easat-6590	60	38	mongkut	mongkut	PROPN
easat-6590	60	39	’s	’s	PROPN
easat-6590	60	40	university	university	PROPN
easat-6590	60	41	of	of	ADP
easat-6590	60	42	technology	technology	PROPN
easat-6590	60	43	north	north	PROPN
easat-6590	60	44	bangkok	bangkok	PROPN
easat-6590	60	45	(	(	PUNCT
easat-6590	60	46	kmutnb	kmutnb	PROPN
easat-6590	60	47	)	)	PUNCT
easat-6590	60	48	,	,	PUNCT
easat-6590	60	49	prachinburi	prachinburi	PROPN
easat-6590	60	50	campus	campus	PROPN
easat-6590	60	51	,	,	PUNCT
easat-6590	60	52	thailand	thailand	PROPN
easat-6590	60	53	.	.	PUNCT
easat-6590	61	1	more	more	ADV
easat-6590	61	2	specifically	specifically	ADV
easat-6590	61	3	,	,	PUNCT
easat-6590	61	4	the	the	DET
easat-6590	61	5	study	study	NOUN
easat-6590	61	6	investigates	investigate	VERB
easat-6590	61	7	the	the	DET
easat-6590	61	8	extent	extent	NOUN
easat-6590	61	9	of	of	ADP
easat-6590	61	10	the	the	DET
easat-6590	61	11	skill	skill	NOUN
easat-6590	61	12	gap	gap	NOUN
easat-6590	61	13	by	by	ADP
easat-6590	61	14	comparing	compare	VERB
easat-6590	61	15	the	the	DET
easat-6590	61	16	expected	expect	VERB
easat-6590	61	17	proficiency	proficiency	NOUN
easat-6590	61	18	levels	level	NOUN
easat-6590	61	19	with	with	ADP
easat-6590	61	20	the	the	DET
easat-6590	61	21	actual	actual	ADJ
easat-6590	61	22	capabilities	capability	NOUN
easat-6590	61	23	students	student	NOUN
easat-6590	61	24	currently	currently	ADV
easat-6590	61	25	demonstrate	demonstrate	VERB
easat-6590	61	26	in	in	ADP
easat-6590	61	27	using	use	VERB
easat-6590	61	28	vcs	vcs	NOUN
easat-6590	61	29	tools	tool	NOUN
easat-6590	61	30	.	.	PUNCT
easat-6590	62	1	emphasis	emphasis	NOUN
easat-6590	62	2	is	be	AUX
easat-6590	62	3	placed	place	VERB
easat-6590	62	4	on	on	ADP
easat-6590	62	5	identifying	identify	VERB
easat-6590	62	6	critical	critical	ADJ
easat-6590	62	7	areas	area	NOUN
easat-6590	62	8	needing	need	VERB
easat-6590	62	9	improvement	improvement	NOUN
easat-6590	62	10	,	,	PUNCT
easat-6590	62	11	such	such	ADJ
easat-6590	62	12	as	as	ADP
easat-6590	62	13	writing	write	VERB
easat-6590	62	14	commit	commit	VERB
easat-6590	62	15	messages	message	NOUN
easat-6590	62	16	and	and	CCONJ
easat-6590	62	17	troubleshooting	troubleshoot	VERB
easat-6590	62	18	version	version	NOUN
easat-6590	62	19	control	control	NOUN
easat-6590	62	20	issues	issue	NOUN
easat-6590	62	21	.	.	PUNCT
easat-6590	63	1	the	the	DET
easat-6590	63	2	results	result	NOUN
easat-6590	63	3	will	will	AUX
easat-6590	63	4	inform	inform	VERB
easat-6590	63	5	future	future	ADJ
easat-6590	63	6	curriculum	curriculum	NOUN
easat-6590	63	7	planning	plan	VERB
easat-6590	63	8	and	and	CCONJ
easat-6590	63	9	promote	promote	VERB
easat-6590	63	10	instructional	instructional	ADJ
easat-6590	63	11	strategies	strategy	NOUN
easat-6590	63	12	that	that	PRON
easat-6590	63	13	align	align	VERB
easat-6590	63	14	with	with	ADP
easat-6590	63	15	industry	industry	NOUN
easat-6590	63	16	requirements	requirement	NOUN
easat-6590	63	17	.	.	PUNCT
easat-6590	64	1	1.5	1.5	NUM
easat-6590	64	2	.	.	PUNCT
easat-6590	65	1	statement	statement	NOUN
easat-6590	65	2	of	of	ADP
easat-6590	65	3	problem	problem	NOUN
easat-6590	65	4	in	in	ADP
easat-6590	65	5	the	the	DET
easat-6590	65	6	rapidly	rapidly	ADV
easat-6590	65	7	evolving	evolve	VERB
easat-6590	65	8	software	software	NOUN
easat-6590	65	9	development	development	NOUN
easat-6590	65	10	sector	sector	NOUN
easat-6590	65	11	,	,	PUNCT
easat-6590	65	12	proficiency	proficiency	NOUN
easat-6590	65	13	in	in	ADP
easat-6590	65	14	vcs	vcs	PROPN
easat-6590	65	15	has	have	AUX
easat-6590	65	16	become	become	VERB
easat-6590	65	17	a	a	DET
easat-6590	65	18	critical	critical	ADJ
easat-6590	65	19	competency	competency	NOUN
easat-6590	65	20	employers	employer	NOUN
easat-6590	65	21	seek	seek	VERB
easat-6590	65	22	.	.	PUNCT
easat-6590	66	1	nonetheless	nonetheless	ADV
easat-6590	66	2	,	,	PUNCT
easat-6590	66	3	numerous	numerous	ADJ
easat-6590	66	4	it	it	PRON
easat-6590	66	5	graduates	graduate	NOUN
easat-6590	66	6	continue	continue	VERB
easat-6590	66	7	to	to	PART
easat-6590	66	8	enter	enter	VERB
easat-6590	66	9	the	the	DET
easat-6590	66	10	professional	professional	ADJ
easat-6590	66	11	realm	realm	NOUN
easat-6590	66	12	inadequately	inadequately	ADV
easat-6590	66	13	equipped	equip	VERB
easat-6590	66	14	in	in	ADP
easat-6590	66	15	this	this	DET
easat-6590	66	16	pivotal	pivotal	ADJ
easat-6590	66	17	domain	domain	NOUN
easat-6590	66	18	.	.	PUNCT
easat-6590	67	1	this	this	DET
easat-6590	67	2	deficiency	deficiency	NOUN
easat-6590	67	3	arises	arise	VERB
easat-6590	67	4	from	from	ADP
easat-6590	67	5	several	several	ADJ
easat-6590	67	6	significant	significant	ADJ
easat-6590	67	7	challenges	challenge	NOUN
easat-6590	67	8	inherent	inherent	ADJ
easat-6590	67	9	in	in	ADP
easat-6590	67	10	undergraduate	undergraduate	ADJ
easat-6590	67	11	education	education	NOUN
easat-6590	67	12	.	.	PUNCT
easat-6590	68	1	the	the	DET
easat-6590	68	2	intrinsic	intrinsic	ADJ
easat-6590	68	3	complexity	complexity	NOUN
easat-6590	68	4	of	of	ADP
easat-6590	68	5	vcs	vcs	PROPN
easat-6590	68	6	tools	tool	NOUN
easat-6590	68	7	,	,	PUNCT
easat-6590	68	8	such	such	ADJ
easat-6590	68	9	as	as	ADP
easat-6590	68	10	git	git	NOUN
easat-6590	68	11	,	,	PUNCT
easat-6590	68	12	can	can	AUX
easat-6590	68	13	present	present	VERB
easat-6590	68	14	considerable	considerable	ADJ
easat-6590	68	15	learning	learning	NOUN
easat-6590	68	16	obstacles	obstacle	NOUN
easat-6590	68	17	for	for	ADP
easat-6590	68	18	students	student	NOUN
easat-6590	68	19	,	,	PUNCT
easat-6590	68	20	especially	especially	ADV
easat-6590	68	21	when	when	SCONJ
easat-6590	68	22	pedagogical	pedagogical	ADJ
easat-6590	68	23	approaches	approach	NOUN
easat-6590	68	24	are	be	AUX
easat-6590	68	25	disconnected	disconnect	VERB
easat-6590	68	26	from	from	ADP
easat-6590	68	27	practical	practical	ADJ
easat-6590	68	28	,	,	PUNCT
easat-6590	68	29	real	real	ADJ
easat-6590	68	30	-	-	PUNCT
easat-6590	68	31	world	world	NOUN
easat-6590	68	32	applications	application	NOUN
easat-6590	68	33	.	.	PUNCT
easat-6590	69	1	furthermore	furthermore	ADV
easat-6590	69	2	,	,	PUNCT
easat-6590	69	3	educational	educational	ADJ
easat-6590	69	4	institutions	institution	NOUN
easat-6590	69	5	frequently	frequently	ADV
easat-6590	69	6	encounter	encounter	VERB
easat-6590	69	7	resource	resource	NOUN
easat-6590	69	8	limitations	limitation	NOUN
easat-6590	69	9	and	and	CCONJ
easat-6590	69	10	a	a	DET
easat-6590	69	11	scarcity	scarcity	NOUN
easat-6590	69	12	of	of	ADP
easat-6590	69	13	specialized	specialized	ADJ
easat-6590	69	14	instructional	instructional	ADJ
easat-6590	69	15	materials	material	NOUN
easat-6590	69	16	,	,	PUNCT
easat-6590	69	17	exacerbating	exacerbate	VERB
easat-6590	69	18	the	the	DET
easat-6590	69	19	challenges	challenge	NOUN
easat-6590	69	20	associated	associate	VERB
easat-6590	69	21	with	with	ADP
easat-6590	69	22	effectively	effectively	ADV
easat-6590	69	23	incorporating	incorporate	VERB
easat-6590	69	24	vcs	vcs	NOUN
easat-6590	69	25	skills	skill	NOUN
easat-6590	69	26	into	into	ADP
easat-6590	69	27	academic	academic	ADJ
easat-6590	69	28	curricula	curricula	NOUN
easat-6590	69	29	.	.	PUNCT
easat-6590	70	1	additionally	additionally	ADV
easat-6590	70	2	,	,	PUNCT
easat-6590	70	3	a	a	DET
easat-6590	70	4	continual	continual	ADJ
easat-6590	70	5	misalignment	misalignment	NOUN
easat-6590	70	6	exists	exist	VERB
easat-6590	70	7	between	between	ADP
easat-6590	70	8	academic	academic	ADJ
easat-6590	70	9	instruction	instruction	NOUN
easat-6590	70	10	and	and	CCONJ
easat-6590	70	11	industry	industry	NOUN
easat-6590	70	12	demands	demand	NOUN
easat-6590	70	13	,	,	PUNCT
easat-6590	70	14	with	with	ADP
easat-6590	70	15	conventional	conventional	ADJ
easat-6590	70	16	it	it	PRON
easat-6590	70	17	curricula	curricula	VERB
easat-6590	70	18	emphasizing	emphasize	VERB
easat-6590	70	19	theoretical	theoretical	ADJ
easat-6590	70	20	knowledge	knowledge	NOUN
easat-6590	70	21	over	over	ADP
easat-6590	70	22	practical	practical	ADJ
easat-6590	70	23	,	,	PUNCT
easat-6590	70	24	job	job	NOUN
easat-6590	70	25	-	-	PUNCT
easat-6590	70	26	specific	specific	ADJ
easat-6590	70	27	competencies	competency	NOUN
easat-6590	70	28	.	.	PUNCT
easat-6590	71	1	consequently	consequently	ADV
easat-6590	71	2	,	,	PUNCT
easat-6590	71	3	graduates	graduate	NOUN
easat-6590	71	4	often	often	ADV
easat-6590	71	5	discover	discover	VERB
easat-6590	71	6	themselves	themselves	PRON
easat-6590	71	7	ill	ill	ADV
easat-6590	71	8	-	-	PUNCT
easat-6590	71	9	prepared	prepared	ADJ
easat-6590	71	10	for	for	ADP
easat-6590	71	11	professional	professional	ADJ
easat-6590	71	12	settings	setting	NOUN
easat-6590	71	13	where	where	SCONJ
easat-6590	71	14	vcs	vcs	NOUN
easat-6590	71	15	proficiency	proficiency	NOUN
easat-6590	71	16	is	be	AUX
easat-6590	71	17	not	not	PART
easat-6590	71	18	merely	merely	ADV
easat-6590	71	19	advantageous	advantageous	ADJ
easat-6590	71	20	but	but	CCONJ
easat-6590	71	21	imperative	imperative	ADJ
easat-6590	71	22	for	for	ADP
easat-6590	71	23	successful	successful	ADJ
easat-6590	71	24	collaboration	collaboration	NOUN
easat-6590	71	25	and	and	CCONJ
easat-6590	71	26	productivity	productivity	NOUN
easat-6590	71	27	in	in	ADP
easat-6590	71	28	software	software	NOUN
easat-6590	71	29	development	development	NOUN
easat-6590	71	30	.	.	PUNCT
easat-6590	72	1	considering	consider	VERB
easat-6590	72	2	the	the	DET
easat-6590	72	3	growing	grow	VERB
easat-6590	72	4	emphasis	emphasis	NOUN
easat-6590	72	5	on	on	ADP
easat-6590	72	6	agile	agile	ADJ
easat-6590	72	7	methodologies	methodology	NOUN
easat-6590	72	8	,	,	PUNCT
easat-6590	72	9	continuous	continuous	ADJ
easat-6590	72	10	integration	integration	NOUN
easat-6590	72	11	,	,	PUNCT
easat-6590	72	12	and	and	CCONJ
easat-6590	72	13	continuous	continuous	ADJ
easat-6590	72	14	deployment	deployment	NOUN
easat-6590	72	15	(	(	PUNCT
easat-6590	72	16	ci	ci	NOUN
easat-6590	72	17	/	/	SYM
easat-6590	72	18	cd	cd	NOUN
easat-6590	72	19	)	)	PUNCT
easat-6590	72	20	practices	practice	NOUN
easat-6590	72	21	within	within	ADP
easat-6590	72	22	the	the	DET
easat-6590	72	23	industry	industry	NOUN
easat-6590	72	24	,	,	PUNCT
easat-6590	72	25	this	this	DET
easat-6590	72	26	disparity	disparity	NOUN
easat-6590	72	27	significantly	significantly	ADV
easat-6590	72	28	influences	influence	VERB
easat-6590	72	29	the	the	DET
easat-6590	72	30	employability	employability	NOUN
easat-6590	72	31	and	and	CCONJ
easat-6590	72	32	preparedness	preparedness	NOUN
easat-6590	72	33	of	of	ADP
easat-6590	72	34	it	it	PRON
easat-6590	72	35	graduates	graduate	VERB
easat-6590	72	36	.	.	PUNCT
easat-6590	73	1	therefore	therefore	ADV
easat-6590	73	2	,	,	PUNCT
easat-6590	73	3	undertaking	undertake	VERB
easat-6590	73	4	a	a	DET
easat-6590	73	5	comprehensive	comprehensive	ADJ
easat-6590	73	6	needs	need	NOUN
easat-6590	73	7	assessment	assessment	NOUN
easat-6590	73	8	(	(	PUNCT
easat-6590	73	9	na	na	NOUN
easat-6590	73	10	)	)	PUNCT
easat-6590	73	11	is	be	AUX
easat-6590	73	12	essential	essential	ADJ
easat-6590	73	13	to	to	PART
easat-6590	73	14	identify	identify	VERB
easat-6590	73	15	the	the	DET
easat-6590	73	16	precise	precise	ADJ
easat-6590	73	17	deficiencies	deficiency	NOUN
easat-6590	73	18	in	in	ADP
easat-6590	73	19	vcs	vcs	PROPN
easat-6590	73	20	competencies	competency	NOUN
easat-6590	73	21	among	among	ADP
easat-6590	73	22	it	it	PRON
easat-6590	73	23	students	student	NOUN
easat-6590	73	24	.	.	PUNCT
easat-6590	74	1	such	such	DET
easat-6590	74	2	an	an	DET
easat-6590	74	3	assessment	assessment	NOUN
easat-6590	74	4	will	will	AUX
easat-6590	74	5	illuminate	illuminate	VERB
easat-6590	74	6	critical	critical	ADJ
easat-6590	74	7	areas	area	NOUN
easat-6590	74	8	requiring	require	VERB
easat-6590	74	9	enhancement	enhancement	NOUN
easat-6590	74	10	,	,	PUNCT
easat-6590	74	11	such	such	ADJ
easat-6590	74	12	as	as	ADP
easat-6590	74	13	commit	commit	VERB
easat-6590	74	14	messaging	messaging	NOUN
easat-6590	74	15	and	and	CCONJ
easat-6590	74	16	error	error	NOUN
easat-6590	74	17	resolution	resolution	NOUN
easat-6590	74	18	,	,	PUNCT
easat-6590	74	19	thereby	thereby	ADV
easat-6590	74	20	directing	direct	VERB
easat-6590	74	21	educators	educator	NOUN
easat-6590	74	22	and	and	CCONJ
easat-6590	74	23	industry	industry	NOUN
easat-6590	74	24	stakeholders	stakeholder	NOUN
easat-6590	74	25	towards	towards	ADP
easat-6590	74	26	focused	focused	ADJ
easat-6590	74	27	curriculum	curriculum	NOUN
easat-6590	74	28	development	development	NOUN
easat-6590	74	29	and	and	CCONJ
easat-6590	74	30	educational	educational	ADJ
easat-6590	74	31	strategies	strategy	NOUN
easat-6590	74	32	that	that	PRON
easat-6590	74	33	more	more	ADV
easat-6590	74	34	closely	closely	ADV
easat-6590	74	35	align	align	VERB
easat-6590	74	36	with	with	ADP
easat-6590	74	37	professional	professional	ADJ
easat-6590	74	38	standards	standard	NOUN
easat-6590	74	39	and	and	CCONJ
easat-6590	74	40	expectations	expectation	NOUN
easat-6590	74	41	.	.	PUNCT
easat-6590	75	1	2	2	X
easat-6590	75	2	.	.	X
easat-6590	75	3	research	research	NOUN
easat-6590	75	4	methods	method	NOUN
easat-6590	75	5	2.1	2.1	NUM
easat-6590	75	6	.	.	PUNCT
easat-6590	76	1	research	research	NOUN
easat-6590	76	2	design	design	NOUN
easat-6590	76	3	this	this	DET
easat-6590	76	4	research	research	NOUN
easat-6590	76	5	was	be	AUX
easat-6590	76	6	designed	design	VERB
easat-6590	76	7	as	as	ADP
easat-6590	76	8	a	a	DET
easat-6590	76	9	quantitative	quantitative	ADJ
easat-6590	76	10	descriptive	descriptive	ADJ
easat-6590	76	11	study	study	NOUN
easat-6590	76	12	utilizing	utilize	VERB
easat-6590	76	13	a	a	DET
easat-6590	76	14	needs	need	NOUN
easat-6590	76	15	assessment	assessment	NOUN
easat-6590	76	16	framework	framework	NOUN
easat-6590	76	17	to	to	PART
easat-6590	76	18	evaluate	evaluate	VERB
easat-6590	76	19	and	and	CCONJ
easat-6590	76	20	prioritize	prioritize	VERB
easat-6590	76	21	vcs	vcs	PROPN
easat-6590	76	22	skill	skill	NOUN
easat-6590	76	23	development	development	NOUN
easat-6590	76	24	among	among	ADP
easat-6590	76	25	undergraduate	undergraduate	ADJ
easat-6590	76	26	students	student	NOUN
easat-6590	76	27	in	in	ADP
easat-6590	76	28	information	information	NOUN
easat-6590	76	29	technology	technology	NOUN
easat-6590	76	30	.	.	PUNCT
easat-6590	77	1	the	the	DET
easat-6590	77	2	investigation	investigation	NOUN
easat-6590	77	3	focused	focus	VERB
easat-6590	77	4	on	on	ADP
easat-6590	77	5	assessing	assess	VERB
easat-6590	77	6	students	student	NOUN
easat-6590	77	7	’	'	PUNCT
easat-6590	77	8	current	current	ADJ
easat-6590	77	9	(	(	PUNCT
easat-6590	77	10	actual	actual	ADJ
easat-6590	77	11	)	)	PUNCT
easat-6590	77	12	versus	versus	ADP
easat-6590	77	13	expected	expect	VERB
easat-6590	77	14	(	(	PUNCT
easat-6590	77	15	desired	desire	VERB
easat-6590	77	16	)	)	PUNCT
easat-6590	77	17	competencies	competency	NOUN
easat-6590	77	18	,	,	PUNCT
easat-6590	77	19	as	as	SCONJ
easat-6590	77	20	perceived	perceive	VERB
easat-6590	77	21	by	by	ADP
easat-6590	77	22	two	two	NUM
easat-6590	77	23	stakeholder	stakeholder	NOUN
easat-6590	77	24	groups	group	NOUN
easat-6590	77	25	:	:	PUNCT
easat-6590	77	26	it	it	PRON
easat-6590	77	27	instructors	instructor	NOUN
easat-6590	77	28	and	and	CCONJ
easat-6590	77	29	it	it	PRON
easat-6590	77	30	entrepreneurs	entrepreneur	NOUN
easat-6590	77	31	.	.	PUNCT
easat-6590	78	1	the	the	DET
easat-6590	78	2	study	study	NOUN
easat-6590	78	3	employed	employ	VERB
easat-6590	78	4	a	a	DET
easat-6590	78	5	structured	structured	ADJ
easat-6590	78	6	questionnaire	questionnaire	NOUN
easat-6590	78	7	as	as	SCONJ
easat-6590	78	8	the	the	DET
easat-6590	78	9	primary	primary	ADJ
easat-6590	78	10	data	data	NOUN
easat-6590	78	11	collection	collection	NOUN
easat-6590	78	12	tool	tool	NOUN
easat-6590	78	13	to	to	PART
easat-6590	78	14	achieve	achieve	VERB
easat-6590	78	15	this	this	PRON
easat-6590	78	16	.	.	PUNCT
easat-6590	79	1	the	the	DET
easat-6590	79	2	responses	response	NOUN
easat-6590	79	3	were	be	AUX
easat-6590	79	4	analyzed	analyze	VERB
easat-6590	79	5	using	use	VERB
easat-6590	79	6	statistical	statistical	ADJ
easat-6590	79	7	methods	method	NOUN
easat-6590	79	8	appropriate	appropriate	ADJ
easat-6590	79	9	for	for	ADP
easat-6590	79	10	educational	educational	ADJ
easat-6590	79	11	needs	need	NOUN
easat-6590	79	12	assessment	assessment	NOUN
easat-6590	79	13	,	,	PUNCT
easat-6590	79	14	including	include	VERB
easat-6590	79	15	the	the	DET
easat-6590	79	16	priority	priority	NOUN
easat-6590	79	17	needs	need	VERB
easat-6590	79	18	index	index	NOUN
easat-6590	79	19	modified	modify	VERB
easat-6590	79	20	(	(	PUNCT
easat-6590	79	21	pnimodified	pnimodifie	VERB
easat-6590	79	22	)	)	PUNCT
easat-6590	79	23	to	to	PART
easat-6590	79	24	identify	identify	VERB
easat-6590	79	25	skill	skill	NOUN
easat-6590	79	26	gaps	gap	NOUN
easat-6590	79	27	and	and	CCONJ
easat-6590	79	28	determine	determine	VERB
easat-6590	79	29	their	their	PRON
easat-6590	79	30	relative	relative	ADJ
easat-6590	79	31	importance	importance	NOUN
easat-6590	79	32	.	.	PUNCT
easat-6590	80	1	paired	pair	VERB
easat-6590	80	2	-	-	PUNCT
easat-6590	80	3	sample	sample	NOUN
easat-6590	80	4	t	t	NOUN
easat-6590	80	5	-	-	PUNCT
easat-6590	80	6	tests	test	NOUN
easat-6590	80	7	were	be	AUX
easat-6590	80	8	also	also	ADV
easat-6590	80	9	applied	apply	VERB
easat-6590	80	10	to	to	PART
easat-6590	80	11	test	test	VERB
easat-6590	80	12	the	the	DET
easat-6590	80	13	statistical	statistical	ADJ
easat-6590	80	14	significance	significance	NOUN
easat-6590	80	15	of	of	ADP
easat-6590	80	16	the	the	DET
easat-6590	80	17	differences	difference	NOUN
easat-6590	80	18	between	between	ADP
easat-6590	80	19	actual	actual	ADJ
easat-6590	80	20	and	and	CCONJ
easat-6590	80	21	desired	desire	VERB
easat-6590	80	22	skill	skill	NOUN
easat-6590	80	23	levels	level	NOUN
easat-6590	80	24	.	.	PUNCT
easat-6590	81	1	the	the	DET
easat-6590	81	2	findings	finding	NOUN
easat-6590	81	3	provide	provide	VERB
easat-6590	81	4	a	a	DET
easat-6590	81	5	foundation	foundation	NOUN
easat-6590	81	6	for	for	ADP
easat-6590	81	7	identifying	identify	VERB
easat-6590	81	8	instructional	instructional	ADJ
easat-6590	81	9	priorities	priority	NOUN
easat-6590	81	10	and	and	CCONJ
easat-6590	81	11	guiding	guide	VERB
easat-6590	81	12	future	future	ADJ
easat-6590	81	13	curriculum	curriculum	NOUN
easat-6590	81	14	development	development	NOUN
easat-6590	81	15	efforts	effort	NOUN
easat-6590	81	16	.	.	PUNCT
easat-6590	82	1	2505	2505	NUM
easat-6590	82	2	edelweiss	edelweiss	PROPN
easat-6590	82	3	applied	apply	VERB
easat-6590	82	4	science	science	NOUN
easat-6590	82	5	and	and	CCONJ
easat-6590	82	6	technology	technology	NOUN
easat-6590	82	7	issn	issn	PROPN
easat-6590	82	8	:	:	PUNCT
easat-6590	82	9	2576	2576	NUM
easat-6590	82	10	-	-	SYM
easat-6590	82	11	8484	8484	NUM
easat-6590	82	12	vol	vol	NOUN
easat-6590	82	13	.	.	PROPN
easat-6590	83	1	9	9	NUM
easat-6590	83	2	,	,	PUNCT
easat-6590	83	3	no	no	INTJ
easat-6590	83	4	.	.	NOUN
easat-6590	83	5	4	4	NUM
easat-6590	83	6	:	:	SYM
easat-6590	83	7	2502	2502	NUM
easat-6590	83	8	-	-	SYM
easat-6590	83	9	2514	2514	NUM
easat-6590	83	10	,	,	PUNCT
easat-6590	83	11	2025	2025	NUM
easat-6590	83	12	doi	doi	NOUN
easat-6590	83	13	:	:	PUNCT
easat-6590	83	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	83	15	©	©	PROPN
easat-6590	83	16	2025	2025	NUM
easat-6590	83	17	by	by	ADP
easat-6590	83	18	the	the	DET
easat-6590	83	19	authors	author	NOUN
easat-6590	83	20	;	;	PUNCT
easat-6590	83	21	licensee	licensee	PROPN
easat-6590	83	22	learning	learning	NOUN
easat-6590	83	23	gate	gate	NOUN
easat-6590	83	24	2.2	2.2	NUM
easat-6590	83	25	.	.	PUNCT
easat-6590	84	1	population	population	NOUN
easat-6590	84	2	this	this	DET
easat-6590	84	3	study	study	NOUN
easat-6590	84	4	aimed	aim	VERB
easat-6590	84	5	to	to	PART
easat-6590	84	6	assess	assess	VERB
easat-6590	84	7	the	the	DET
easat-6590	84	8	need	need	NOUN
easat-6590	84	9	for	for	ADP
easat-6590	84	10	developing	develop	VERB
easat-6590	84	11	vcs	vcs	NOUN
easat-6590	84	12	skills	skill	NOUN
easat-6590	84	13	among	among	ADP
easat-6590	84	14	undergraduate	undergraduate	NOUN
easat-6590	84	15	it	it	PRON
easat-6590	84	16	students	student	NOUN
easat-6590	84	17	based	base	VERB
easat-6590	84	18	on	on	ADP
easat-6590	84	19	the	the	DET
easat-6590	84	20	perspectives	perspective	NOUN
easat-6590	84	21	of	of	ADP
easat-6590	84	22	two	two	NUM
easat-6590	84	23	stakeholder	stakeholder	NOUN
easat-6590	84	24	groups	group	NOUN
easat-6590	84	25	:	:	PUNCT
easat-6590	84	26	it	it	PRON
easat-6590	84	27	instructors	instructor	NOUN
easat-6590	84	28	and	and	CCONJ
easat-6590	84	29	it	it	PRON
easat-6590	84	30	entrepreneurs	entrepreneur	NOUN
easat-6590	84	31	.	.	PUNCT
easat-6590	85	1	these	these	DET
easat-6590	85	2	groups	group	NOUN
easat-6590	85	3	were	be	AUX
easat-6590	85	4	selected	select	VERB
easat-6590	85	5	due	due	ADP
easat-6590	85	6	to	to	ADP
easat-6590	85	7	their	their	PRON
easat-6590	85	8	close	close	ADJ
easat-6590	85	9	involvement	involvement	NOUN
easat-6590	85	10	in	in	ADP
easat-6590	85	11	curriculum	curriculum	NOUN
easat-6590	85	12	delivery	delivery	NOUN
easat-6590	85	13	and	and	CCONJ
easat-6590	85	14	student	student	NOUN
easat-6590	85	15	skill	skill	NOUN
easat-6590	85	16	application	application	NOUN
easat-6590	85	17	in	in	ADP
easat-6590	85	18	real	real	ADJ
easat-6590	85	19	-	-	PUNCT
easat-6590	85	20	world	world	NOUN
easat-6590	85	21	cooperative	cooperative	ADJ
easat-6590	85	22	education	education	NOUN
easat-6590	85	23	environments	environment	NOUN
easat-6590	85	24	.	.	PUNCT
easat-6590	86	1	the	the	DET
easat-6590	86	2	population	population	NOUN
easat-6590	86	3	consisted	consist	VERB
easat-6590	86	4	of	of	ADP
easat-6590	86	5	:	:	PUNCT
easat-6590	86	6	1	1	NUM
easat-6590	86	7	.	.	NUM
easat-6590	86	8	23	23	NUM
easat-6590	86	9	it	it	PRON
easat-6590	86	10	instructors	instructor	VERB
easat-6590	86	11	from	from	ADP
easat-6590	86	12	the	the	DET
easat-6590	86	13	department	department	NOUN
easat-6590	86	14	of	of	ADP
easat-6590	86	15	information	information	NOUN
easat-6590	86	16	technology	technology	NOUN
easat-6590	86	17	,	,	PUNCT
easat-6590	86	18	faculty	faculty	NOUN
easat-6590	86	19	of	of	ADP
easat-6590	86	20	industrial	industrial	ADJ
easat-6590	86	21	technology	technology	NOUN
easat-6590	86	22	and	and	CCONJ
easat-6590	86	23	management	management	NOUN
easat-6590	86	24	,	,	PUNCT
easat-6590	86	25	king	king	PROPN
easat-6590	86	26	mongkut	mongkut	PROPN
easat-6590	86	27	’s	’s	PROPN
easat-6590	86	28	university	university	PROPN
easat-6590	86	29	of	of	ADP
easat-6590	86	30	technology	technology	PROPN
easat-6590	86	31	north	north	PROPN
easat-6590	86	32	bangkok	bangkok	PROPN
easat-6590	86	33	(	(	PUNCT
easat-6590	86	34	kmutnb	kmutnb	PROPN
easat-6590	86	35	)	)	PUNCT
easat-6590	86	36	,	,	PUNCT
easat-6590	86	37	prachinburi	prachinburi	PROPN
easat-6590	86	38	campus	campus	PROPN
easat-6590	86	39	,	,	PUNCT
easat-6590	86	40	thailand	thailand	PROPN
easat-6590	86	41	.	.	PROPN
easat-6590	87	1	2	2	NUM
easat-6590	87	2	.	.	X
easat-6590	87	3	66	66	NUM
easat-6590	88	1	it	it	PRON
easat-6590	88	2	entrepreneurs	entrepreneur	NOUN
easat-6590	88	3	representing	represent	VERB
easat-6590	88	4	companies	company	NOUN
easat-6590	88	5	and	and	CCONJ
easat-6590	88	6	organizations	organization	NOUN
easat-6590	88	7	that	that	PRON
easat-6590	88	8	hosted	host	VERB
easat-6590	88	9	students	student	NOUN
easat-6590	88	10	for	for	ADP
easat-6590	88	11	cooperative	cooperative	ADJ
easat-6590	88	12	education	education	NOUN
easat-6590	88	13	during	during	ADP
easat-6590	88	14	the	the	DET
easat-6590	88	15	2024	2024	NUM
easat-6590	88	16	academic	academic	ADJ
easat-6590	88	17	year	year	NOUN
easat-6590	88	18	.	.	PUNCT
easat-6590	89	1	in	in	ADP
easat-6590	89	2	summary	summary	NOUN
easat-6590	89	3	,	,	PUNCT
easat-6590	89	4	the	the	DET
easat-6590	89	5	defined	define	VERB
easat-6590	89	6	population	population	NOUN
easat-6590	89	7	comprising	comprise	VERB
easat-6590	89	8	it	it	PRON
easat-6590	89	9	instructors	instructor	NOUN
easat-6590	89	10	and	and	CCONJ
easat-6590	89	11	entrepreneurs	entrepreneur	NOUN
easat-6590	89	12	provides	provide	VERB
easat-6590	89	13	comprehensive	comprehensive	ADJ
easat-6590	89	14	insights	insight	NOUN
easat-6590	89	15	into	into	ADP
easat-6590	89	16	the	the	DET
easat-6590	89	17	development	development	NOUN
easat-6590	89	18	needs	need	NOUN
easat-6590	89	19	of	of	ADP
easat-6590	89	20	undergraduate	undergraduate	NOUN
easat-6590	89	21	it	it	PRON
easat-6590	89	22	students	student	NOUN
easat-6590	89	23	.	.	PUNCT
easat-6590	90	1	their	their	PRON
easat-6590	90	2	direct	direct	ADJ
easat-6590	90	3	involvement	involvement	NOUN
easat-6590	90	4	in	in	ADP
easat-6590	90	5	educational	educational	ADJ
easat-6590	90	6	and	and	CCONJ
easat-6590	90	7	professional	professional	ADJ
easat-6590	90	8	contexts	context	NOUN
easat-6590	90	9	ensures	ensure	VERB
easat-6590	90	10	a	a	DET
easat-6590	90	11	robust	robust	ADJ
easat-6590	90	12	assessment	assessment	NOUN
easat-6590	90	13	of	of	ADP
easat-6590	90	14	current	current	ADJ
easat-6590	90	15	skill	skill	NOUN
easat-6590	90	16	gaps	gap	NOUN
easat-6590	90	17	and	and	CCONJ
easat-6590	90	18	industry	industry	NOUN
easat-6590	90	19	expectations	expectation	NOUN
easat-6590	90	20	.	.	PUNCT
easat-6590	91	1	2.3	2.3	NUM
easat-6590	91	2	.	.	PUNCT
easat-6590	92	1	research	research	NOUN
easat-6590	92	2	tools	tool	NOUN
easat-6590	92	3	the	the	DET
easat-6590	92	4	research	research	NOUN
easat-6590	92	5	tool	tool	NOUN
easat-6590	92	6	used	use	VERB
easat-6590	92	7	in	in	ADP
easat-6590	92	8	this	this	DET
easat-6590	92	9	study	study	NOUN
easat-6590	92	10	was	be	AUX
easat-6590	92	11	a	a	DET
easat-6590	92	12	structured	structured	ADJ
easat-6590	92	13	questionnaire	questionnaire	NOUN
easat-6590	92	14	developed	develop	VERB
easat-6590	92	15	to	to	PART
easat-6590	92	16	assess	assess	VERB
easat-6590	92	17	the	the	DET
easat-6590	92	18	need	need	NOUN
easat-6590	92	19	for	for	ADP
easat-6590	92	20	developing	develop	VERB
easat-6590	92	21	vcs	vcs	NOUN
easat-6590	92	22	skills	skill	NOUN
easat-6590	92	23	among	among	ADP
easat-6590	92	24	undergraduate	undergraduate	ADJ
easat-6590	92	25	information	information	NOUN
easat-6590	92	26	technology	technology	NOUN
easat-6590	92	27	students	student	NOUN
easat-6590	92	28	based	base	VERB
easat-6590	92	29	on	on	ADP
easat-6590	92	30	the	the	DET
easat-6590	92	31	perceptions	perception	NOUN
easat-6590	92	32	of	of	ADP
easat-6590	92	33	it	it	PRON
easat-6590	92	34	instructors	instructor	NOUN
easat-6590	93	1	and	and	CCONJ
easat-6590	93	2	it	it	PRON
easat-6590	93	3	entrepreneurs	entrepreneur	NOUN
easat-6590	93	4	.	.	PUNCT
easat-6590	94	1	the	the	DET
easat-6590	94	2	questionnaire	questionnaire	NOUN
easat-6590	94	3	comprised	comprise	VERB
easat-6590	94	4	two	two	NUM
easat-6590	94	5	parts	part	NOUN
easat-6590	94	6	as	as	SCONJ
easat-6590	94	7	follows	follow	VERB
easat-6590	94	8	:	:	PUNCT
easat-6590	94	9	part	part	NOUN
easat-6590	94	10	1	1	NUM
easat-6590	94	11	:	:	PUNCT
easat-6590	94	12	general	general	ADJ
easat-6590	94	13	information	information	NOUN
easat-6590	94	14	:	:	PUNCT
easat-6590	94	15	this	this	DET
easat-6590	94	16	section	section	NOUN
easat-6590	94	17	gathered	gather	VERB
easat-6590	94	18	demographic	demographic	ADJ
easat-6590	94	19	and	and	CCONJ
easat-6590	94	20	background	background	NOUN
easat-6590	94	21	information	information	NOUN
easat-6590	94	22	about	about	ADP
easat-6590	94	23	the	the	DET
easat-6590	94	24	respondents	respondent	NOUN
easat-6590	94	25	,	,	PUNCT
easat-6590	94	26	including	include	VERB
easat-6590	94	27	gender	gender	NOUN
easat-6590	94	28	,	,	PUNCT
easat-6590	94	29	age	age	NOUN
easat-6590	94	30	,	,	PUNCT
easat-6590	94	31	educational	educational	ADJ
easat-6590	94	32	background	background	NOUN
easat-6590	94	33	,	,	PUNCT
easat-6590	94	34	years	year	NOUN
easat-6590	94	35	of	of	ADP
easat-6590	94	36	professional	professional	ADJ
easat-6590	94	37	service	service	NOUN
easat-6590	94	38	,	,	PUNCT
easat-6590	94	39	and	and	CCONJ
easat-6590	94	40	professional	professional	ADJ
easat-6590	94	41	role	role	NOUN
easat-6590	94	42	(	(	PUNCT
easat-6590	94	43	e.g.	e.g.	ADV
easat-6590	94	44	,	,	PUNCT
easat-6590	94	45	it	it	PRON
easat-6590	94	46	instructor	instructor	NOUN
easat-6590	94	47	or	or	CCONJ
easat-6590	94	48	it	it	PRON
easat-6590	94	49	entrepreneur	entrepreneur	NOUN
easat-6590	94	50	)	)	PUNCT
easat-6590	94	51	.	.	PUNCT
easat-6590	95	1	the	the	DET
easat-6590	95	2	data	datum	NOUN
easat-6590	95	3	were	be	AUX
easat-6590	95	4	analyzed	analyze	VERB
easat-6590	95	5	using	use	VERB
easat-6590	95	6	descriptive	descriptive	ADJ
easat-6590	95	7	statistics	statistic	NOUN
easat-6590	95	8	(	(	PUNCT
easat-6590	95	9	frequency	frequency	NOUN
easat-6590	95	10	and	and	CCONJ
easat-6590	95	11	percentage	percentage	NOUN
easat-6590	95	12	)	)	PUNCT
easat-6590	95	13	,	,	PUNCT
easat-6590	95	14	and	and	CCONJ
easat-6590	95	15	the	the	DET
easat-6590	95	16	results	result	NOUN
easat-6590	95	17	are	be	AUX
easat-6590	95	18	presented	present	VERB
easat-6590	95	19	in	in	ADP
easat-6590	95	20	table	table	NOUN
easat-6590	95	21	2	2	NUM
easat-6590	95	22	.	.	PUNCT
easat-6590	95	23	part	part	NOUN
easat-6590	95	24	2	2	NUM
easat-6590	95	25	:	:	PUNCT
easat-6590	95	26	actual	actual	ADJ
easat-6590	95	27	and	and	CCONJ
easat-6590	95	28	desired	desire	VERB
easat-6590	95	29	skill	skill	NOUN
easat-6590	95	30	assessment	assessment	NOUN
easat-6590	95	31	:	:	PUNCT
easat-6590	95	32	this	this	DET
easat-6590	95	33	section	section	NOUN
easat-6590	95	34	assessed	assess	VERB
easat-6590	95	35	the	the	DET
easat-6590	95	36	respondents	respondent	NOUN
easat-6590	95	37	’	’	PART
easat-6590	95	38	perceptions	perception	NOUN
easat-6590	95	39	of	of	ADP
easat-6590	95	40	both	both	CCONJ
easat-6590	95	41	the	the	DET
easat-6590	95	42	actual	actual	ADJ
easat-6590	95	43	(	(	PUNCT
easat-6590	95	44	current	current	ADJ
easat-6590	95	45	)	)	PUNCT
easat-6590	95	46	and	and	CCONJ
easat-6590	95	47	desired	desire	VERB
easat-6590	95	48	(	(	PUNCT
easat-6590	95	49	expected	expect	VERB
easat-6590	95	50	)	)	PUNCT
easat-6590	95	51	skill	skill	NOUN
easat-6590	95	52	levels	level	NOUN
easat-6590	95	53	of	of	ADP
easat-6590	95	54	undergraduate	undergraduate	ADJ
easat-6590	95	55	students	student	NOUN
easat-6590	95	56	in	in	ADP
easat-6590	95	57	seven	seven	NUM
easat-6590	95	58	aspects	aspect	NOUN
easat-6590	95	59	vcs	vcs	NOUN
easat-6590	95	60	skills	skill	NOUN
easat-6590	95	61	(	(	PUNCT
easat-6590	95	62	see	see	VERB
easat-6590	95	63	table	table	NOUN
easat-6590	95	64	1	1	NUM
easat-6590	95	65	)	)	PUNCT
easat-6590	95	66	each	each	DET
easat-6590	95	67	skill	skill	NOUN
easat-6590	95	68	factor	factor	NOUN
easat-6590	95	69	was	be	AUX
easat-6590	95	70	measured	measure	VERB
easat-6590	95	71	through	through	ADP
easat-6590	95	72	multiple	multiple	ADJ
easat-6590	95	73	items	item	NOUN
easat-6590	95	74	using	use	VERB
easat-6590	95	75	a	a	DET
easat-6590	95	76	5	5	NUM
easat-6590	95	77	-	-	PUNCT
easat-6590	95	78	point	point	NOUN
easat-6590	95	79	likert	likert	ADJ
easat-6590	95	80	scale	scale	NOUN
easat-6590	95	81	(	(	PUNCT
easat-6590	95	82	1	1	NUM
easat-6590	95	83	=	=	SYM
easat-6590	95	84	least	least	ADJ
easat-6590	95	85	proficient	proficient	ADJ
easat-6590	95	86	,	,	PUNCT
easat-6590	96	1	5	5	NUM
easat-6590	96	2	=	=	SYM
easat-6590	96	3	most	most	ADV
easat-6590	96	4	proficient	proficient	ADJ
easat-6590	96	5	)	)	PUNCT
easat-6590	96	6	.	.	PUNCT
easat-6590	97	1	respondents	respondent	NOUN
easat-6590	97	2	rated	rate	VERB
easat-6590	97	3	students	student	NOUN
easat-6590	97	4	’	’	PART
easat-6590	97	5	actual	actual	ADJ
easat-6590	97	6	competency	competency	NOUN
easat-6590	97	7	levels	level	NOUN
easat-6590	97	8	and	and	CCONJ
easat-6590	97	9	their	their	PRON
easat-6590	97	10	desired	desire	VERB
easat-6590	97	11	competency	competency	NOUN
easat-6590	97	12	levels	level	NOUN
easat-6590	97	13	separately	separately	ADV
easat-6590	97	14	.	.	PUNCT
easat-6590	98	1	the	the	DET
easat-6590	98	2	collected	collect	VERB
easat-6590	98	3	data	datum	NOUN
easat-6590	98	4	were	be	AUX
easat-6590	98	5	used	use	VERB
easat-6590	98	6	to	to	PART
easat-6590	98	7	compute	compute	VERB
easat-6590	98	8	:	:	PUNCT
easat-6590	98	9	•	•	NUM
easat-6590	98	10	means	mean	NOUN
easat-6590	98	11	and	and	CCONJ
easat-6590	98	12	standard	standard	ADJ
easat-6590	98	13	deviations	deviation	NOUN
easat-6590	98	14	for	for	ADP
easat-6590	98	15	both	both	CCONJ
easat-6590	98	16	actual	actual	ADJ
easat-6590	98	17	and	and	CCONJ
easat-6590	98	18	desired	desire	VERB
easat-6590	98	19	scores	score	NOUN
easat-6590	98	20	(	(	PUNCT
easat-6590	98	21	see	see	VERB
easat-6590	98	22	table	table	NOUN
easat-6590	98	23	3	3	NUM
easat-6590	98	24	)	)	PUNCT
easat-6590	99	1	•	•	NUM
easat-6590	99	2	priority	priority	NOUN
easat-6590	99	3	needs	need	VERB
easat-6590	99	4	index	index	NOUN
easat-6590	99	5	(	(	PUNCT
easat-6590	99	6	pnimodified	pnimodifie	VERB
easat-6590	99	7	)	)	PUNCT
easat-6590	99	8	calculated	calculate	VERB
easat-6590	99	9	using	use	VERB
easat-6590	99	10	the	the	DET
easat-6590	99	11	formula	formula	NOUN
easat-6590	99	12	:	:	PUNCT
easat-6590	99	13	pnimodified	pnimodifie	VERB
easat-6590	99	14	=	=	SYM
easat-6590	99	15	(	(	PUNCT
easat-6590	99	16	i	i	INTJ
easat-6590	99	17	–	–	PUNCT
easat-6590	99	18	d	d	X
easat-6590	99	19	)	)	PUNCT
easat-6590	99	20	/	/	SYM
easat-6590	100	1	d	d	NOUN
easat-6590	100	2	;	;	PUNCT
easat-6590	100	3	where	where	SCONJ
easat-6590	100	4	:	:	PUNCT
easat-6590	101	1	i	i	PRON
easat-6590	101	2	=	=	NOUN
easat-6590	101	3	mean	mean	VERB
easat-6590	101	4	score	score	NOUN
easat-6590	101	5	of	of	ADP
easat-6590	101	6	desired	desire	VERB
easat-6590	101	7	skill	skill	NOUN
easat-6590	101	8	level	level	NOUN
easat-6590	101	9	d	d	NOUN
easat-6590	101	10	=	=	SYM
easat-6590	102	1	mean	mean	ADJ
easat-6590	102	2	score	score	NOUN
easat-6590	102	3	of	of	ADP
easat-6590	102	4	actual	actual	ADJ
easat-6590	102	5	skill	skill	NOUN
easat-6590	102	6	level	level	NOUN
easat-6590	102	7	.	.	PUNCT
easat-6590	103	1	•	•	NUM
easat-6590	103	2	paired	pair	VERB
easat-6590	103	3	-	-	PUNCT
easat-6590	103	4	sample	sample	NOUN
easat-6590	103	5	t	t	NOUN
easat-6590	103	6	-	-	PUNCT
easat-6590	103	7	tests	test	NOUN
easat-6590	103	8	to	to	PART
easat-6590	103	9	determine	determine	VERB
easat-6590	103	10	whether	whether	SCONJ
easat-6590	103	11	the	the	DET
easat-6590	103	12	difference	difference	NOUN
easat-6590	103	13	between	between	ADP
easat-6590	103	14	actual	actual	ADJ
easat-6590	103	15	and	and	CCONJ
easat-6590	103	16	desired	desire	VERB
easat-6590	103	17	scores	score	NOUN
easat-6590	103	18	was	be	AUX
easat-6590	103	19	statistically	statistically	ADV
easat-6590	103	20	significant	significant	ADJ
easat-6590	103	21	•	•	NOUN
easat-6590	103	22	group	group	NOUN
easat-6590	103	23	comparisons	comparison	NOUN
easat-6590	103	24	between	between	ADP
easat-6590	103	25	it	it	PRON
easat-6590	103	26	instructors	instructor	NOUN
easat-6590	103	27	and	and	CCONJ
easat-6590	103	28	it	it	PRON
easat-6590	103	29	entrepreneurs	entrepreneur	NOUN
easat-6590	103	30	(	(	PUNCT
easat-6590	103	31	see	see	VERB
easat-6590	103	32	table	table	NOUN
easat-6590	103	33	5	5	NUM
easat-6590	103	34	)	)	PUNCT
easat-6590	103	35	the	the	DET
easat-6590	103	36	questionnaire	questionnaire	NOUN
easat-6590	103	37	's	's	PART
easat-6590	103	38	internal	internal	ADJ
easat-6590	103	39	consistency	consistency	NOUN
easat-6590	103	40	was	be	AUX
easat-6590	103	41	assessed	assess	VERB
easat-6590	103	42	using	use	VERB
easat-6590	103	43	cronbach	cronbach	NOUN
easat-6590	103	44	’s	’s	PART
easat-6590	103	45	alpha	alpha	NOUN
easat-6590	103	46	for	for	ADP
easat-6590	103	47	each	each	PRON
easat-6590	103	48	of	of	ADP
easat-6590	103	49	the	the	DET
easat-6590	103	50	seven	seven	NUM
easat-6590	103	51	skill	skill	NOUN
easat-6590	103	52	factors	factor	NOUN
easat-6590	103	53	.	.	PUNCT
easat-6590	104	1	the	the	DET
easat-6590	104	2	alpha	alpha	ADJ
easat-6590	104	3	coefficients	coefficient	NOUN
easat-6590	104	4	for	for	ADP
easat-6590	104	5	all	all	DET
easat-6590	104	6	skill	skill	NOUN
easat-6590	104	7	categories	category	NOUN
easat-6590	104	8	were	be	AUX
easat-6590	104	9	above	above	ADP
easat-6590	104	10	0.80	0.80	NUM
easat-6590	104	11	,	,	PUNCT
easat-6590	104	12	indicating	indicate	VERB
easat-6590	104	13	a	a	DET
easat-6590	104	14	high	high	ADJ
easat-6590	104	15	level	level	NOUN
easat-6590	104	16	of	of	ADP
easat-6590	104	17	reliability	reliability	NOUN
easat-6590	104	18	(	(	PUNCT
easat-6590	104	19	see	see	VERB
easat-6590	104	20	table	table	NOUN
easat-6590	104	21	1	1	NUM
easat-6590	104	22	)	)	PUNCT
easat-6590	104	23	.	.	PUNCT
easat-6590	105	1	2506	2506	NUM
easat-6590	105	2	edelweiss	edelweiss	PROPN
easat-6590	105	3	applied	apply	VERB
easat-6590	105	4	science	science	NOUN
easat-6590	105	5	and	and	CCONJ
easat-6590	105	6	technology	technology	NOUN
easat-6590	105	7	issn	issn	PROPN
easat-6590	105	8	:	:	PUNCT
easat-6590	105	9	2576	2576	NUM
easat-6590	105	10	-	-	SYM
easat-6590	105	11	8484	8484	NUM
easat-6590	105	12	vol	vol	NOUN
easat-6590	105	13	.	.	PROPN
easat-6590	106	1	9	9	NUM
easat-6590	106	2	,	,	PUNCT
easat-6590	106	3	no	no	INTJ
easat-6590	106	4	.	.	NOUN
easat-6590	106	5	4	4	NUM
easat-6590	106	6	:	:	SYM
easat-6590	106	7	2502	2502	NUM
easat-6590	106	8	-	-	SYM
easat-6590	106	9	2514	2514	NUM
easat-6590	106	10	,	,	PUNCT
easat-6590	106	11	2025	2025	NUM
easat-6590	106	12	doi	doi	NOUN
easat-6590	106	13	:	:	PUNCT
easat-6590	106	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	106	15	©	©	PROPN
easat-6590	106	16	2025	2025	NUM
easat-6590	106	17	by	by	ADP
easat-6590	106	18	the	the	DET
easat-6590	106	19	authors	author	NOUN
easat-6590	106	20	;	;	PUNCT
easat-6590	106	21	licensee	licensee	PROPN
easat-6590	106	22	learning	learn	VERB
easat-6590	106	23	gate	gate	NOUN
easat-6590	106	24	table	table	NOUN
easat-6590	106	25	1	1	NUM
easat-6590	106	26	.	.	PUNCT
easat-6590	107	1	reliability	reliability	NOUN
easat-6590	107	2	coefficients	coefficient	NOUN
easat-6590	107	3	for	for	ADP
easat-6590	107	4	surveyed	survey	VERB
easat-6590	107	5	competency	competency	NOUN
easat-6590	107	6	factors	factor	NOUN
easat-6590	107	7	.	.	PUNCT
easat-6590	108	1	skill	skill	NOUN
easat-6590	108	2	factors	factor	VERB
easat-6590	108	3	label	label	NOUN
easat-6590	108	4	item	item	NOUN
easat-6590	108	5	count	count	NOUN
easat-6590	108	6	α	α	NOUN
easat-6590	108	7	1	1	NUM
easat-6590	108	8	.	.	PUNCT
easat-6590	109	1	using	use	VERB
easat-6590	109	2	basic	basic	ADJ
easat-6590	109	3	version	version	NOUN
easat-6590	109	4	control	control	NOUN
easat-6590	109	5	system	system	NOUN
easat-6590	109	6	commands	command	VERB
easat-6590	109	7	sf1	sf1	PROPN
easat-6590	109	8	5	5	NUM
easat-6590	109	9	0.88	0.88	NUM
easat-6590	109	10	2	2	NUM
easat-6590	109	11	.	.	PUNCT
easat-6590	109	12	branching	branch	VERB
easat-6590	109	13	and	and	CCONJ
easat-6590	109	14	merging	merge	VERB
easat-6590	109	15	sf2	sf2	PROPN
easat-6590	109	16	4	4	NUM
easat-6590	109	17	0.87	0.87	NUM
easat-6590	109	18	3	3	NUM
easat-6590	109	19	.	.	PUNCT
easat-6590	109	20	reviewing	review	VERB
easat-6590	109	21	code	code	NOUN
easat-6590	109	22	and	and	CCONJ
easat-6590	109	23	managing	manage	VERB
easat-6590	109	24	pull	pull	NOUN
easat-6590	109	25	request	request	NOUN
easat-6590	109	26	sf3	sf3	PROPN
easat-6590	109	27	5	5	NUM
easat-6590	109	28	0.88	0.88	NUM
easat-6590	109	29	4	4	NUM
easat-6590	109	30	.	.	PUNCT
easat-6590	109	31	writing	write	VERB
easat-6590	109	32	effective	effective	ADJ
easat-6590	109	33	commit	commit	VERB
easat-6590	109	34	messages	message	NOUN
easat-6590	109	35	sf4	sf4	PROPN
easat-6590	109	36	4	4	NUM
easat-6590	109	37	0.84	0.84	NUM
easat-6590	109	38	5	5	NUM
easat-6590	109	39	.	.	PUNCT
easat-6590	110	1	tracking	track	VERB
easat-6590	110	2	change	change	NOUN
easat-6590	110	3	history	history	NOUN
easat-6590	110	4	sf5	sf5	ADV
easat-6590	110	5	6	6	NUM
easat-6590	110	6	0.87	0.87	NUM
easat-6590	110	7	6	6	NUM
easat-6590	110	8	.	.	PUNCT
easat-6590	111	1	managing	manage	VERB
easat-6590	111	2	repository	repository	NOUN
easat-6590	111	3	and	and	CCONJ
easat-6590	111	4	workflow	workflow	NOUN
easat-6590	111	5	sf6	sf6	PROPN
easat-6590	111	6	6	6	NUM
easat-6590	111	7	0.87	0.87	NUM
easat-6590	111	8	7	7	NUM
easat-6590	111	9	.	.	PUNCT
easat-6590	111	10	detecting	detect	VERB
easat-6590	111	11	error	error	NOUN
easat-6590	111	12	and	and	CCONJ
easat-6590	111	13	resolution	resolution	NOUN
easat-6590	111	14	sf7	sf7	PROPN
easat-6590	111	15	3	3	NUM
easat-6590	111	16	0.79	0.79	NUM
easat-6590	111	17	overall	overall	ADJ
easat-6590	111	18	33	33	NUM
easat-6590	111	19	0.97	0.97	NUM
easat-6590	111	20	2.4	2.4	NUM
easat-6590	111	21	.	.	PUNCT
easat-6590	112	1	data	datum	NOUN
easat-6590	112	2	collection	collection	NOUN
easat-6590	112	3	the	the	DET
easat-6590	112	4	data	data	NOUN
easat-6590	112	5	collection	collection	NOUN
easat-6590	112	6	process	process	NOUN
easat-6590	112	7	was	be	AUX
easat-6590	112	8	carried	carry	VERB
easat-6590	112	9	out	out	ADP
easat-6590	112	10	in	in	ADP
easat-6590	112	11	the	the	DET
easat-6590	112	12	following	follow	VERB
easat-6590	112	13	steps	step	NOUN
easat-6590	112	14	:	:	PUNCT
easat-6590	112	15	1	1	X
easat-6590	112	16	.	.	X
easat-6590	112	17	preparation	preparation	NOUN
easat-6590	112	18	of	of	ADP
easat-6590	112	19	the	the	DET
easat-6590	112	20	instrument	instrument	NOUN
easat-6590	112	21	:	:	PUNCT
easat-6590	112	22	the	the	DET
easat-6590	112	23	finalized	finalize	VERB
easat-6590	112	24	questionnaire	questionnaire	NOUN
easat-6590	112	25	was	be	AUX
easat-6590	112	26	reviewed	review	VERB
easat-6590	112	27	by	by	ADP
easat-6590	112	28	experts	expert	NOUN
easat-6590	112	29	for	for	ADP
easat-6590	112	30	content	content	NOUN
easat-6590	112	31	validity	validity	NOUN
easat-6590	112	32	and	and	CCONJ
easat-6590	112	33	pilot	pilot	NOUN
easat-6590	112	34	-	-	PUNCT
easat-6590	112	35	tested	test	VERB
easat-6590	112	36	for	for	ADP
easat-6590	112	37	clarity	clarity	NOUN
easat-6590	112	38	and	and	CCONJ
easat-6590	112	39	consistency	consistency	NOUN
easat-6590	112	40	.	.	PUNCT
easat-6590	113	1	2	2	X
easat-6590	113	2	.	.	X
easat-6590	113	3	distribution	distribution	NOUN
easat-6590	113	4	:	:	PUNCT
easat-6590	113	5	the	the	DET
easat-6590	113	6	questionnaire	questionnaire	NOUN
easat-6590	113	7	was	be	AUX
easat-6590	113	8	distributed	distribute	VERB
easat-6590	113	9	in	in	ADP
easat-6590	113	10	both	both	CCONJ
easat-6590	113	11	digital	digital	ADJ
easat-6590	113	12	and	and	CCONJ
easat-6590	113	13	paper	paper	NOUN
easat-6590	113	14	-	-	PUNCT
easat-6590	113	15	based	base	VERB
easat-6590	113	16	formats	format	NOUN
easat-6590	113	17	,	,	PUNCT
easat-6590	113	18	depending	depend	VERB
easat-6590	113	19	on	on	ADP
easat-6590	113	20	participant	participant	ADJ
easat-6590	113	21	accessibility	accessibility	NOUN
easat-6590	113	22	.	.	PUNCT
easat-6590	114	1	it	it	PRON
easat-6590	114	2	instructors	instructor	NOUN
easat-6590	114	3	received	receive	VERB
easat-6590	114	4	the	the	DET
easat-6590	114	5	questionnaire	questionnaire	NOUN
easat-6590	114	6	directly	directly	ADV
easat-6590	114	7	at	at	ADP
easat-6590	114	8	the	the	DET
easat-6590	114	9	university	university	NOUN
easat-6590	114	10	,	,	PUNCT
easat-6590	114	11	while	while	SCONJ
easat-6590	114	12	it	it	PRON
easat-6590	114	13	entrepreneurs	entrepreneur	NOUN
easat-6590	114	14	were	be	AUX
easat-6590	114	15	contacted	contact	VERB
easat-6590	114	16	through	through	ADP
easat-6590	114	17	email	email	NOUN
easat-6590	114	18	or	or	CCONJ
easat-6590	114	19	coordinated	coordinate	VERB
easat-6590	114	20	with	with	ADP
easat-6590	114	21	company	company	NOUN
easat-6590	114	22	representatives	representative	NOUN
easat-6590	114	23	.	.	PUNCT
easat-6590	115	1	3	3	X
easat-6590	115	2	.	.	NOUN
easat-6590	115	3	response	response	NOUN
easat-6590	115	4	period	period	NOUN
easat-6590	115	5	:	:	PUNCT
easat-6590	115	6	a	a	DET
easat-6590	115	7	simple	simple	ADJ
easat-6590	115	8	random	random	ADJ
easat-6590	115	9	sampling	sampling	NOUN
easat-6590	115	10	technique	technique	NOUN
easat-6590	115	11	was	be	AUX
easat-6590	115	12	employed	employ	VERB
easat-6590	115	13	to	to	PART
easat-6590	115	14	select	select	VERB
easat-6590	115	15	participants	participant	NOUN
easat-6590	115	16	from	from	ADP
easat-6590	115	17	each	each	DET
easat-6590	115	18	group	group	NOUN
easat-6590	115	19	during	during	ADP
easat-6590	115	20	march	march	PROPN
easat-6590	115	21	2025	2025	NUM
easat-6590	115	22	.	.	PUNCT
easat-6590	116	1	the	the	DET
easat-6590	116	2	final	final	ADJ
easat-6590	116	3	sample	sample	NOUN
easat-6590	116	4	included	include	VERB
easat-6590	116	5	11	11	NUM
easat-6590	116	6	it	it	PRON
easat-6590	116	7	instructors	instructor	NOUN
easat-6590	116	8	and	and	CCONJ
easat-6590	116	9	38	38	NUM
easat-6590	116	10	it	it	PRON
easat-6590	116	11	entrepreneurs	entrepreneur	NOUN
easat-6590	116	12	,	,	PUNCT
easat-6590	116	13	totaling	total	VERB
easat-6590	116	14	49	49	NUM
easat-6590	116	15	participants	participant	NOUN
easat-6590	116	16	.	.	PUNCT
easat-6590	117	1	this	this	DET
easat-6590	117	2	sampling	sample	VERB
easat-6590	117	3	approach	approach	NOUN
easat-6590	117	4	ensured	ensure	VERB
easat-6590	117	5	unbiased	unbiased	ADJ
easat-6590	117	6	representation	representation	NOUN
easat-6590	117	7	across	across	ADP
easat-6590	117	8	academic	academic	ADJ
easat-6590	117	9	and	and	CCONJ
easat-6590	117	10	industry	industry	NOUN
easat-6590	117	11	perspectives	perspective	NOUN
easat-6590	117	12	.	.	PUNCT
easat-6590	118	1	participants	participant	NOUN
easat-6590	118	2	were	be	AUX
easat-6590	118	3	given	give	VERB
easat-6590	118	4	approximately	approximately	ADV
easat-6590	118	5	two	two	NUM
easat-6590	118	6	weeks	week	NOUN
easat-6590	118	7	to	to	PART
easat-6590	118	8	complete	complete	VERB
easat-6590	118	9	and	and	CCONJ
easat-6590	118	10	return	return	VERB
easat-6590	118	11	the	the	DET
easat-6590	118	12	questionnaire	questionnaire	NOUN
easat-6590	118	13	.	.	PUNCT
easat-6590	119	1	reminders	reminder	NOUN
easat-6590	119	2	were	be	AUX
easat-6590	119	3	sent	send	VERB
easat-6590	119	4	periodically	periodically	ADV
easat-6590	119	5	to	to	PART
easat-6590	119	6	encourage	encourage	VERB
easat-6590	119	7	timely	timely	ADJ
easat-6590	119	8	responses	response	NOUN
easat-6590	119	9	and	and	CCONJ
easat-6590	119	10	increase	increase	VERB
easat-6590	119	11	participation	participation	NOUN
easat-6590	119	12	rates	rate	NOUN
easat-6590	119	13	.	.	PUNCT
easat-6590	120	1	4	4	X
easat-6590	120	2	.	.	X
easat-6590	120	3	data	datum	NOUN
easat-6590	120	4	verification	verification	NOUN
easat-6590	120	5	:	:	PUNCT
easat-6590	120	6	upon	upon	SCONJ
easat-6590	120	7	collection	collection	NOUN
easat-6590	120	8	,	,	PUNCT
easat-6590	120	9	responses	response	NOUN
easat-6590	120	10	were	be	AUX
easat-6590	120	11	checked	check	VERB
easat-6590	120	12	for	for	ADP
easat-6590	120	13	completeness	completeness	NOUN
easat-6590	120	14	and	and	CCONJ
easat-6590	120	15	accuracy	accuracy	NOUN
easat-6590	120	16	.	.	PUNCT
easat-6590	121	1	any	any	DET
easat-6590	121	2	incomplete	incomplete	ADJ
easat-6590	121	3	or	or	CCONJ
easat-6590	121	4	inconsistent	inconsistent	ADJ
easat-6590	121	5	responses	response	NOUN
easat-6590	121	6	were	be	AUX
easat-6590	121	7	excluded	exclude	VERB
easat-6590	121	8	from	from	ADP
easat-6590	121	9	the	the	DET
easat-6590	121	10	analysis	analysis	NOUN
easat-6590	121	11	.	.	PUNCT
easat-6590	122	1	all	all	DET
easat-6590	122	2	respondents	respondent	NOUN
easat-6590	122	3	were	be	AUX
easat-6590	122	4	informed	inform	VERB
easat-6590	122	5	of	of	ADP
easat-6590	122	6	the	the	DET
easat-6590	122	7	research	research	NOUN
easat-6590	122	8	's	's	PART
easat-6590	122	9	purpose	purpose	NOUN
easat-6590	122	10	,	,	PUNCT
easat-6590	122	11	assured	assure	VERB
easat-6590	122	12	of	of	ADP
easat-6590	122	13	confidentiality	confidentiality	NOUN
easat-6590	122	14	,	,	PUNCT
easat-6590	122	15	and	and	CCONJ
easat-6590	122	16	participated	participate	VERB
easat-6590	122	17	voluntarily	voluntarily	ADV
easat-6590	122	18	.	.	PUNCT
easat-6590	123	1	the	the	DET
easat-6590	123	2	complete	complete	ADJ
easat-6590	123	3	and	and	CCONJ
easat-6590	123	4	validated	validated	ADJ
easat-6590	123	5	dataset	dataset	NOUN
easat-6590	123	6	was	be	AUX
easat-6590	123	7	then	then	ADV
easat-6590	123	8	used	use	VERB
easat-6590	123	9	for	for	ADP
easat-6590	123	10	further	further	ADJ
easat-6590	123	11	statistical	statistical	ADJ
easat-6590	123	12	analysis	analysis	NOUN
easat-6590	123	13	.	.	PUNCT
easat-6590	124	1	2.5	2.5	NUM
easat-6590	124	2	.	.	PUNCT
easat-6590	125	1	data	datum	NOUN
easat-6590	125	2	analysis	analysis	NOUN
easat-6590	125	3	and	and	CCONJ
easat-6590	125	4	needs	need	VERB
easat-6590	125	5	assessment	assessment	NOUN
easat-6590	125	6	the	the	DET
easat-6590	125	7	collected	collect	VERB
easat-6590	125	8	data	datum	NOUN
easat-6590	125	9	were	be	AUX
easat-6590	125	10	analyzed	analyze	VERB
easat-6590	125	11	using	use	VERB
easat-6590	125	12	descriptive	descriptive	ADJ
easat-6590	125	13	and	and	CCONJ
easat-6590	125	14	inferential	inferential	ADJ
easat-6590	125	15	statistical	statistical	ADJ
easat-6590	125	16	methods	method	NOUN
easat-6590	125	17	to	to	PART
easat-6590	125	18	assess	assess	VERB
easat-6590	125	19	the	the	DET
easat-6590	125	20	needs	need	NOUN
easat-6590	125	21	for	for	ADP
easat-6590	125	22	developing	develop	VERB
easat-6590	125	23	vcs	vcs	NOUN
easat-6590	125	24	skills	skill	NOUN
easat-6590	125	25	among	among	ADP
easat-6590	125	26	undergraduate	undergraduate	NOUN
easat-6590	125	27	it	it	PRON
easat-6590	125	28	students	student	NOUN
easat-6590	125	29	,	,	PUNCT
easat-6590	125	30	as	as	SCONJ
easat-6590	125	31	perceived	perceive	VERB
easat-6590	125	32	by	by	ADP
easat-6590	125	33	it	it	PRON
easat-6590	125	34	instructors	instructor	NOUN
easat-6590	125	35	and	and	CCONJ
easat-6590	125	36	it	it	PRON
easat-6590	125	37	entrepreneurs	entrepreneur	NOUN
easat-6590	125	38	.	.	PUNCT
easat-6590	126	1	spss	spss	PROPN
easat-6590	126	2	software	software	PROPN
easat-6590	126	3	was	be	AUX
easat-6590	126	4	utilized	utilize	VERB
easat-6590	126	5	for	for	ADP
easat-6590	126	6	all	all	DET
easat-6590	126	7	statistical	statistical	ADJ
easat-6590	126	8	calculations	calculation	NOUN
easat-6590	126	9	,	,	PUNCT
easat-6590	126	10	including	include	VERB
easat-6590	126	11	descriptive	descriptive	ADJ
easat-6590	126	12	statistics	statistic	NOUN
easat-6590	126	13	(	(	PUNCT
easat-6590	126	14	mean	mean	VERB
easat-6590	126	15	scores	score	NOUN
easat-6590	126	16	and	and	CCONJ
easat-6590	126	17	standard	standard	ADJ
easat-6590	126	18	deviations	deviation	NOUN
easat-6590	126	19	)	)	PUNCT
easat-6590	126	20	and	and	CCONJ
easat-6590	126	21	inferential	inferential	ADJ
easat-6590	126	22	statistical	statistical	ADJ
easat-6590	126	23	analyses	analysis	NOUN
easat-6590	126	24	,	,	PUNCT
easat-6590	126	25	specifically	specifically	ADV
easat-6590	126	26	pairedsample	pairedsample	ADJ
easat-6590	126	27	t	t	PROPN
easat-6590	126	28	-	-	PUNCT
easat-6590	126	29	tests	test	NOUN
easat-6590	126	30	,	,	PUNCT
easat-6590	126	31	to	to	PART
easat-6590	126	32	evaluate	evaluate	VERB
easat-6590	126	33	the	the	DET
easat-6590	126	34	statistical	statistical	ADJ
easat-6590	126	35	significance	significance	NOUN
easat-6590	126	36	of	of	ADP
easat-6590	126	37	differences	difference	NOUN
easat-6590	126	38	between	between	ADP
easat-6590	126	39	actual	actual	ADJ
easat-6590	126	40	and	and	CCONJ
easat-6590	126	41	desired	desire	VERB
easat-6590	126	42	competency	competency	NOUN
easat-6590	126	43	levels	level	NOUN
easat-6590	126	44	.	.	PUNCT
easat-6590	127	1	the	the	DET
easat-6590	127	2	needs	need	NOUN
easat-6590	127	3	assessment	assessment	NOUN
easat-6590	127	4	specifically	specifically	ADV
easat-6590	127	5	aimed	aim	VERB
easat-6590	127	6	to	to	PART
easat-6590	127	7	identify	identify	VERB
easat-6590	127	8	the	the	DET
easat-6590	127	9	gap	gap	NOUN
easat-6590	127	10	between	between	ADP
easat-6590	127	11	students	student	NOUN
easat-6590	127	12	'	'	PART
easat-6590	127	13	actual	actual	ADJ
easat-6590	127	14	and	and	CCONJ
easat-6590	127	15	desired	desire	VERB
easat-6590	127	16	competencies	competency	NOUN
easat-6590	127	17	across	across	ADP
easat-6590	127	18	seven	seven	NUM
easat-6590	127	19	key	key	ADJ
easat-6590	127	20	vcs	vcs	PROPN
easat-6590	127	21	skill	skill	NOUN
easat-6590	127	22	areas	area	NOUN
easat-6590	127	23	.	.	PUNCT
easat-6590	128	1	respondents	respondent	NOUN
easat-6590	128	2	rated	rate	VERB
easat-6590	128	3	competencies	competency	NOUN
easat-6590	128	4	using	use	VERB
easat-6590	128	5	a	a	DET
easat-6590	128	6	5	5	NUM
easat-6590	128	7	-	-	PUNCT
easat-6590	128	8	point	point	NOUN
easat-6590	128	9	likert	likert	ADJ
easat-6590	128	10	scale	scale	NOUN
easat-6590	128	11	(	(	PUNCT
easat-6590	128	12	1	1	NUM
easat-6590	128	13	=	=	SYM
easat-6590	128	14	least	least	ADJ
easat-6590	128	15	proficient	proficient	ADJ
easat-6590	128	16	,	,	PUNCT
easat-6590	128	17	5	5	NUM
easat-6590	128	18	=	=	SYM
easat-6590	128	19	most	most	ADV
easat-6590	128	20	proficient	proficient	ADJ
easat-6590	128	21	)	)	PUNCT
easat-6590	128	22	.	.	PUNCT
easat-6590	129	1	the	the	DET
easat-6590	129	2	differences	difference	NOUN
easat-6590	129	3	between	between	ADP
easat-6590	129	4	actual	actual	ADJ
easat-6590	129	5	and	and	CCONJ
easat-6590	129	6	desired	desire	VERB
easat-6590	129	7	skill	skill	NOUN
easat-6590	129	8	levels	level	NOUN
easat-6590	129	9	represented	represent	VERB
easat-6590	129	10	skill	skill	NOUN
easat-6590	129	11	gaps	gap	NOUN
easat-6590	129	12	,	,	PUNCT
easat-6590	129	13	quantified	quantify	VERB
easat-6590	129	14	using	use	VERB
easat-6590	129	15	the	the	DET
easat-6590	129	16	priority	priority	NOUN
easat-6590	129	17	needs	need	NOUN
easat-6590	129	18	index	index	NOUN
easat-6590	129	19	modified	modify	VERB
easat-6590	129	20	(	(	PUNCT
easat-6590	129	21	pnimodified	pnimodifie	VERB
easat-6590	129	22	)	)	PUNCT
easat-6590	129	23	.	.	PUNCT
easat-6590	130	1	a	a	DET
easat-6590	130	2	higher	higher	ADV
easat-6590	130	3	pnimodified	pnimodifie	VERB
easat-6590	130	4	value	value	NOUN
easat-6590	130	5	indicated	indicate	VERB
easat-6590	130	6	a	a	DET
easat-6590	130	7	greater	great	ADJ
easat-6590	130	8	need	need	NOUN
easat-6590	130	9	for	for	ADP
easat-6590	130	10	skill	skill	NOUN
easat-6590	130	11	enhancement	enhancement	NOUN
easat-6590	130	12	.	.	PUNCT
easat-6590	131	1	additionally	additionally	ADV
easat-6590	131	2	,	,	PUNCT
easat-6590	131	3	separate	separate	ADJ
easat-6590	131	4	analyses	analysis	NOUN
easat-6590	131	5	were	be	AUX
easat-6590	131	6	conducted	conduct	VERB
easat-6590	131	7	for	for	ADP
easat-6590	131	8	it	it	PRON
easat-6590	131	9	instructors	instructor	NOUN
easat-6590	131	10	and	and	CCONJ
easat-6590	131	11	it	it	PRON
easat-6590	131	12	entrepreneurs	entrepreneur	NOUN
easat-6590	131	13	to	to	PART
easat-6590	131	14	examine	examine	VERB
easat-6590	131	15	differences	difference	NOUN
easat-6590	131	16	in	in	ADP
easat-6590	131	17	their	their	PRON
easat-6590	131	18	perceptions	perception	NOUN
easat-6590	131	19	,	,	PUNCT
easat-6590	131	20	providing	provide	VERB
easat-6590	131	21	a	a	DET
easat-6590	131	22	comprehensive	comprehensive	ADJ
easat-6590	131	23	understanding	understanding	NOUN
easat-6590	131	24	of	of	ADP
easat-6590	131	25	stakeholders	stakeholder	NOUN
easat-6590	131	26	'	'	PART
easat-6590	131	27	views	view	NOUN
easat-6590	131	28	and	and	CCONJ
easat-6590	131	29	guiding	guide	VERB
easat-6590	131	30	focused	focused	ADJ
easat-6590	131	31	curriculum	curriculum	NOUN
easat-6590	131	32	development	development	NOUN
easat-6590	131	33	initiatives	initiative	NOUN
easat-6590	131	34	.	.	PUNCT
easat-6590	132	1	2507	2507	NUM
easat-6590	132	2	edelweiss	edelweiss	PROPN
easat-6590	132	3	applied	apply	VERB
easat-6590	132	4	science	science	NOUN
easat-6590	132	5	and	and	CCONJ
easat-6590	132	6	technology	technology	NOUN
easat-6590	132	7	issn	issn	PROPN
easat-6590	132	8	:	:	PUNCT
easat-6590	132	9	2576	2576	NUM
easat-6590	132	10	-	-	SYM
easat-6590	132	11	8484	8484	NUM
easat-6590	132	12	vol	vol	NOUN
easat-6590	132	13	.	.	PROPN
easat-6590	133	1	9	9	NUM
easat-6590	133	2	,	,	PUNCT
easat-6590	133	3	no	no	INTJ
easat-6590	133	4	.	.	NOUN
easat-6590	133	5	4	4	NUM
easat-6590	133	6	:	:	SYM
easat-6590	133	7	2502	2502	NUM
easat-6590	133	8	-	-	SYM
easat-6590	133	9	2514	2514	NUM
easat-6590	133	10	,	,	PUNCT
easat-6590	133	11	2025	2025	NUM
easat-6590	133	12	doi	doi	NOUN
easat-6590	133	13	:	:	PUNCT
easat-6590	133	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	133	15	©	©	PROPN
easat-6590	133	16	2025	2025	NUM
easat-6590	133	17	by	by	ADP
easat-6590	133	18	the	the	DET
easat-6590	133	19	authors	author	NOUN
easat-6590	133	20	;	;	PUNCT
easat-6590	133	21	licensee	licensee	PROPN
easat-6590	133	22	learning	learning	NOUN
easat-6590	133	23	gate	gate	NOUN
easat-6590	133	24	3	3	PROPN
easat-6590	133	25	.	.	PUNCT
easat-6590	133	26	results	result	NOUN
easat-6590	133	27	3.1	3.1	NUM
easat-6590	133	28	.	.	PUNCT
easat-6590	134	1	stakeholder	stakeholder	NOUN
easat-6590	134	2	information	information	NOUN
easat-6590	134	3	the	the	DET
easat-6590	134	4	stakeholders	stakeholder	NOUN
easat-6590	134	5	participating	participate	VERB
easat-6590	134	6	in	in	ADP
easat-6590	134	7	this	this	DET
easat-6590	134	8	study	study	NOUN
easat-6590	134	9	were	be	AUX
easat-6590	134	10	selected	select	VERB
easat-6590	134	11	from	from	ADP
easat-6590	134	12	two	two	NUM
easat-6590	134	13	primary	primary	ADJ
easat-6590	134	14	groups	group	NOUN
easat-6590	134	15	directly	directly	ADV
easat-6590	134	16	involved	involve	VERB
easat-6590	134	17	in	in	ADP
easat-6590	134	18	the	the	DET
easat-6590	134	19	education	education	NOUN
easat-6590	134	20	and	and	CCONJ
easat-6590	134	21	application	application	NOUN
easat-6590	134	22	of	of	ADP
easat-6590	134	23	vcs	vcs	PROPN
easat-6590	134	24	skills	skill	NOUN
easat-6590	134	25	:	:	PUNCT
easat-6590	134	26	it	it	PRON
easat-6590	134	27	instructors	instructor	NOUN
easat-6590	134	28	and	and	CCONJ
easat-6590	134	29	it	it	PRON
easat-6590	134	30	entrepreneurs	entrepreneur	NOUN
easat-6590	134	31	.	.	PUNCT
easat-6590	135	1	a	a	DET
easat-6590	135	2	total	total	NOUN
easat-6590	135	3	of	of	ADP
easat-6590	135	4	49	49	NUM
easat-6590	135	5	individuals	individual	NOUN
easat-6590	135	6	were	be	AUX
easat-6590	135	7	surveyed	survey	VERB
easat-6590	135	8	,	,	PUNCT
easat-6590	135	9	comprising	comprise	VERB
easat-6590	135	10	11	11	NUM
easat-6590	135	11	it	it	PRON
easat-6590	135	12	instructors	instructor	NOUN
easat-6590	135	13	(	(	PUNCT
easat-6590	135	14	22.45	22.45	NUM
easat-6590	135	15	%	%	NOUN
easat-6590	135	16	)	)	PUNCT
easat-6590	135	17	from	from	ADP
easat-6590	135	18	the	the	DET
easat-6590	135	19	department	department	NOUN
easat-6590	135	20	of	of	ADP
easat-6590	135	21	information	information	NOUN
easat-6590	135	22	technology	technology	NOUN
easat-6590	135	23	,	,	PUNCT
easat-6590	135	24	faculty	faculty	NOUN
easat-6590	135	25	of	of	ADP
easat-6590	135	26	industrial	industrial	ADJ
easat-6590	135	27	technology	technology	NOUN
easat-6590	135	28	and	and	CCONJ
easat-6590	135	29	management	management	NOUN
easat-6590	135	30	,	,	PUNCT
easat-6590	135	31	king	king	PROPN
easat-6590	135	32	mongkut	mongkut	PROPN
easat-6590	135	33	’s	’s	PROPN
easat-6590	135	34	university	university	PROPN
easat-6590	135	35	of	of	ADP
easat-6590	135	36	technology	technology	PROPN
easat-6590	135	37	north	north	PROPN
easat-6590	135	38	bangkok	bangkok	PROPN
easat-6590	135	39	(	(	PUNCT
easat-6590	135	40	kmutnb	kmutnb	PROPN
easat-6590	135	41	)	)	PUNCT
easat-6590	135	42	,	,	PUNCT
easat-6590	135	43	and	and	CCONJ
easat-6590	135	44	38	38	NUM
easat-6590	135	45	it	it	PRON
easat-6590	135	46	entrepreneurs	entrepreneur	NOUN
easat-6590	135	47	(	(	PUNCT
easat-6590	135	48	77.55	77.55	NUM
easat-6590	135	49	%	%	NOUN
easat-6590	135	50	)	)	PUNCT
easat-6590	135	51	from	from	ADP
easat-6590	135	52	companies	company	NOUN
easat-6590	135	53	and	and	CCONJ
easat-6590	135	54	organizations	organization	NOUN
easat-6590	135	55	that	that	PRON
easat-6590	135	56	hosted	host	VERB
easat-6590	135	57	students	student	NOUN
easat-6590	135	58	for	for	ADP
easat-6590	135	59	cooperative	cooperative	ADJ
easat-6590	135	60	education	education	NOUN
easat-6590	135	61	in	in	ADP
easat-6590	135	62	the	the	DET
easat-6590	135	63	2024	2024	NUM
easat-6590	135	64	academic	academic	ADJ
easat-6590	135	65	year	year	NOUN
easat-6590	135	66	.	.	PUNCT
easat-6590	136	1	table	table	NOUN
easat-6590	136	2	2	2	NUM
easat-6590	136	3	.	.	PUNCT
easat-6590	136	4	demographic	demographic	ADJ
easat-6590	136	5	profile	profile	NOUN
easat-6590	136	6	of	of	ADP
easat-6590	136	7	respondents	respondent	NOUN
easat-6590	136	8	(	(	PUNCT
easat-6590	136	9	n=49	n=49	NUM
easat-6590	136	10	)	)	PUNCT
easat-6590	136	11	.	.	PUNCT
easat-6590	137	1	category	category	NOUN
easat-6590	137	2	frequency	frequency	NOUN
easat-6590	137	3	percent	percent	NOUN
easat-6590	137	4	job	job	NOUN
easat-6590	137	5	role	role	NOUN
easat-6590	137	6	it	it	PRON
easat-6590	137	7	entrepreneurs	entrepreneur	VERB
easat-6590	137	8	38	38	NUM
easat-6590	137	9	77.55	77.55	NUM
easat-6590	138	1	it	it	PRON
easat-6590	138	2	instructors	instructor	VERB
easat-6590	138	3	11	11	NUM
easat-6590	138	4	22.45	22.45	NUM
easat-6590	138	5	gender	gender	NOUN
easat-6590	138	6	male	male	NOUN
easat-6590	138	7	36	36	NUM
easat-6590	138	8	73.47	73.47	NUM
easat-6590	138	9	female	female	ADJ
easat-6590	138	10	13	13	NUM
easat-6590	138	11	26.53	26.53	NUM
easat-6590	138	12	age	age	NOUN
easat-6590	138	13	group	group	NOUN
easat-6590	138	14	<	<	X
easat-6590	138	15	30	30	NUM
easat-6590	138	16	years	year	NOUN
easat-6590	138	17	30	30	NUM
easat-6590	138	18	61.22	61.22	NUM
easat-6590	138	19	30–40	30–40	NUM
easat-6590	138	20	years	year	NOUN
easat-6590	138	21	7	7	NUM
easat-6590	138	22	14.29	14.29	NUM
easat-6590	138	23	>	>	SYM
easat-6590	138	24	40	40	NUM
easat-6590	138	25	years	year	NOUN
easat-6590	138	26	12	12	NUM
easat-6590	138	27	24.49	24.49	NUM
easat-6590	138	28	highest	high	ADJ
easat-6590	138	29	education	education	NOUN
easat-6590	138	30	level	level	NOUN
easat-6590	138	31	bachelor	bachelor	NOUN
easat-6590	138	32	’s	’s	PART
easat-6590	138	33	degree	degree	NOUN
easat-6590	138	34	32	32	NUM
easat-6590	138	35	65.31	65.31	NUM
easat-6590	138	36	postgraduate	postgraduate	NOUN
easat-6590	138	37	17	17	NUM
easat-6590	138	38	34.69	34.69	NUM
easat-6590	138	39	years	year	NOUN
easat-6590	138	40	of	of	ADP
easat-6590	138	41	professional	professional	ADJ
easat-6590	138	42	service	service	NOUN
easat-6590	138	43	under	under	ADP
easat-6590	138	44	5	5	NUM
easat-6590	138	45	years	year	NOUN
easat-6590	138	46	28	28	NUM
easat-6590	138	47	57.14	57.14	NUM
easat-6590	138	48	between	between	ADP
easat-6590	138	49	5–10	5–10	ADJ
easat-6590	138	50	years	year	NOUN
easat-6590	138	51	8	8	NUM
easat-6590	138	52	16.33	16.33	NUM
easat-6590	138	53	11	11	NUM
easat-6590	138	54	years	year	NOUN
easat-6590	138	55	&	&	CCONJ
easat-6590	138	56	up	up	ADV
easat-6590	138	57	13	13	NUM
easat-6590	138	58	26.53	26.53	NUM
easat-6590	138	59	table	table	NOUN
easat-6590	138	60	2	2	NUM
easat-6590	138	61	summarizes	summarize	NOUN
easat-6590	138	62	the	the	DET
easat-6590	138	63	general	general	ADJ
easat-6590	138	64	demographic	demographic	ADJ
easat-6590	138	65	characteristics	characteristic	NOUN
easat-6590	138	66	of	of	ADP
easat-6590	138	67	the	the	DET
easat-6590	138	68	respondents	respondent	NOUN
easat-6590	138	69	.	.	PUNCT
easat-6590	139	1	most	most	ADJ
easat-6590	139	2	stakeholders	stakeholder	NOUN
easat-6590	139	3	were	be	AUX
easat-6590	139	4	male	male	ADJ
easat-6590	139	5	(	(	PUNCT
easat-6590	139	6	73.47	73.47	NUM
easat-6590	139	7	%	%	NOUN
easat-6590	139	8	)	)	PUNCT
easat-6590	139	9	,	,	PUNCT
easat-6590	139	10	while	while	SCONJ
easat-6590	139	11	26.53	26.53	NUM
easat-6590	139	12	%	%	NOUN
easat-6590	139	13	were	be	AUX
easat-6590	139	14	female	female	ADJ
easat-6590	139	15	.	.	PUNCT
easat-6590	140	1	regarding	regard	VERB
easat-6590	140	2	age	age	NOUN
easat-6590	140	3	distribution	distribution	NOUN
easat-6590	140	4	,	,	PUNCT
easat-6590	140	5	61.22	61.22	NUM
easat-6590	140	6	%	%	NOUN
easat-6590	140	7	were	be	AUX
easat-6590	140	8	under	under	ADP
easat-6590	140	9	30	30	NUM
easat-6590	140	10	,	,	PUNCT
easat-6590	140	11	14.29	14.29	NUM
easat-6590	140	12	%	%	NOUN
easat-6590	140	13	were	be	AUX
easat-6590	140	14	between	between	ADP
easat-6590	140	15	30	30	NUM
easat-6590	140	16	and	and	CCONJ
easat-6590	140	17	40	40	NUM
easat-6590	140	18	,	,	PUNCT
easat-6590	140	19	and	and	CCONJ
easat-6590	140	20	24.49	24.49	NUM
easat-6590	140	21	%	%	NOUN
easat-6590	140	22	were	be	AUX
easat-6590	140	23	41	41	NUM
easat-6590	140	24	years	year	NOUN
easat-6590	140	25	or	or	CCONJ
easat-6590	140	26	older	old	ADJ
easat-6590	140	27	.	.	PUNCT
easat-6590	141	1	regarding	regard	VERB
easat-6590	141	2	educational	educational	ADJ
easat-6590	141	3	background	background	NOUN
easat-6590	141	4	,	,	PUNCT
easat-6590	141	5	most	most	ADJ
easat-6590	141	6	stakeholders	stakeholder	NOUN
easat-6590	141	7	held	hold	VERB
easat-6590	141	8	a	a	DET
easat-6590	141	9	bachelor	bachelor	NOUN
easat-6590	141	10	’s	’s	PART
easat-6590	141	11	degree	degree	NOUN
easat-6590	141	12	(	(	PUNCT
easat-6590	141	13	65.31	65.31	NUM
easat-6590	141	14	%	%	NOUN
easat-6590	141	15	)	)	PUNCT
easat-6590	141	16	,	,	PUNCT
easat-6590	141	17	while	while	SCONJ
easat-6590	141	18	34.69	34.69	NUM
easat-6590	141	19	%	%	NOUN
easat-6590	141	20	held	hold	VERB
easat-6590	141	21	a	a	DET
easat-6590	141	22	postgraduate	postgraduate	NOUN
easat-6590	141	23	degree	degree	NOUN
easat-6590	141	24	.	.	PUNCT
easat-6590	142	1	regarding	regard	VERB
easat-6590	142	2	years	year	NOUN
easat-6590	142	3	of	of	ADP
easat-6590	142	4	professional	professional	ADJ
easat-6590	142	5	service	service	NOUN
easat-6590	142	6	,	,	PUNCT
easat-6590	142	7	57.14	57.14	NUM
easat-6590	142	8	%	%	NOUN
easat-6590	142	9	of	of	ADP
easat-6590	142	10	the	the	DET
easat-6590	142	11	participants	participant	NOUN
easat-6590	142	12	had	have	VERB
easat-6590	142	13	less	less	ADJ
easat-6590	142	14	than	than	ADP
easat-6590	142	15	five	five	NUM
easat-6590	142	16	years	year	NOUN
easat-6590	142	17	of	of	ADP
easat-6590	142	18	experience	experience	NOUN
easat-6590	142	19	,	,	PUNCT
easat-6590	142	20	16.33	16.33	NUM
easat-6590	142	21	%	%	NOUN
easat-6590	142	22	had	have	VERB
easat-6590	142	23	between	between	ADP
easat-6590	142	24	five	five	NUM
easat-6590	142	25	and	and	CCONJ
easat-6590	142	26	ten	ten	NUM
easat-6590	142	27	years	year	NOUN
easat-6590	142	28	,	,	PUNCT
easat-6590	142	29	and	and	CCONJ
easat-6590	142	30	26.53	26.53	NUM
easat-6590	142	31	%	%	NOUN
easat-6590	142	32	had	have	VERB
easat-6590	142	33	over	over	ADP
easat-6590	142	34	ten	ten	NUM
easat-6590	142	35	years	year	NOUN
easat-6590	142	36	of	of	ADP
easat-6590	142	37	experience	experience	NOUN
easat-6590	142	38	in	in	ADP
easat-6590	142	39	information	information	NOUN
easat-6590	142	40	technology	technology	NOUN
easat-6590	142	41	.	.	PUNCT
easat-6590	143	1	this	this	DET
easat-6590	143	2	diverse	diverse	ADJ
easat-6590	143	3	group	group	NOUN
easat-6590	143	4	of	of	ADP
easat-6590	143	5	stakeholders	stakeholder	NOUN
easat-6590	143	6	provided	provide	VERB
easat-6590	143	7	a	a	DET
easat-6590	143	8	well	well	ADV
easat-6590	143	9	-	-	PUNCT
easat-6590	143	10	rounded	round	VERB
easat-6590	143	11	perspective	perspective	NOUN
easat-6590	143	12	from	from	ADP
easat-6590	143	13	academic	academic	ADJ
easat-6590	143	14	and	and	CCONJ
easat-6590	143	15	industry	industry	NOUN
easat-6590	143	16	contexts	contexts	NOUN
easat-6590	143	17	,	,	PUNCT
easat-6590	143	18	contributing	contribute	VERB
easat-6590	143	19	to	to	ADP
easat-6590	143	20	the	the	DET
easat-6590	143	21	validity	validity	NOUN
easat-6590	143	22	of	of	ADP
easat-6590	143	23	the	the	DET
easat-6590	143	24	needs	need	NOUN
easat-6590	143	25	assessment	assessment	NOUN
easat-6590	143	26	for	for	ADP
easat-6590	143	27	git	git	NOUN
easat-6590	143	28	-	-	PUNCT
easat-6590	143	29	based	base	VERB
easat-6590	143	30	version	version	NOUN
easat-6590	143	31	control	control	NOUN
easat-6590	143	32	skills	skill	NOUN
easat-6590	143	33	.	.	PUNCT
easat-6590	144	1	their	their	PRON
easat-6590	144	2	insights	insight	NOUN
easat-6590	144	3	were	be	AUX
easat-6590	144	4	instrumental	instrumental	ADJ
easat-6590	144	5	in	in	ADP
easat-6590	144	6	identifying	identify	VERB
easat-6590	144	7	gaps	gap	NOUN
easat-6590	144	8	between	between	ADP
easat-6590	144	9	students	student	NOUN
easat-6590	144	10	'	'	PART
easat-6590	144	11	current	current	ADJ
easat-6590	144	12	(	(	PUNCT
easat-6590	144	13	actual	actual	ADJ
easat-6590	144	14	)	)	PUNCT
easat-6590	144	15	and	and	CCONJ
easat-6590	144	16	expected	expect	VERB
easat-6590	144	17	(	(	PUNCT
easat-6590	144	18	desired	desire	VERB
easat-6590	144	19	)	)	PUNCT
easat-6590	144	20	competency	competency	NOUN
easat-6590	144	21	levels	level	NOUN
easat-6590	144	22	.	.	PUNCT
easat-6590	145	1	3.2	3.2	NUM
easat-6590	145	2	.	.	PUNCT
easat-6590	145	3	needs	need	VERB
easat-6590	145	4	analysis	analysis	NOUN
easat-6590	145	5	results	result	VERB
easat-6590	145	6	the	the	DET
easat-6590	145	7	needs	need	NOUN
easat-6590	145	8	analysis	analysis	NOUN
easat-6590	145	9	examined	examine	VERB
easat-6590	145	10	the	the	DET
easat-6590	145	11	gap	gap	NOUN
easat-6590	145	12	between	between	ADP
easat-6590	145	13	undergraduate	undergraduate	ADJ
easat-6590	145	14	students	student	NOUN
easat-6590	145	15	'	'	PART
easat-6590	145	16	actual	actual	ADJ
easat-6590	145	17	and	and	CCONJ
easat-6590	145	18	desired	desire	VERB
easat-6590	145	19	skill	skill	NOUN
easat-6590	145	20	levels	level	NOUN
easat-6590	145	21	concerning	concern	VERB
easat-6590	145	22	seven	seven	NUM
easat-6590	145	23	essential	essential	ADJ
easat-6590	145	24	vcs	vcs	NOUN
easat-6590	145	25	skills	skill	NOUN
easat-6590	145	26	.	.	PUNCT
easat-6590	146	1	these	these	DET
easat-6590	146	2	skill	skill	NOUN
easat-6590	146	3	factors	factor	NOUN
easat-6590	146	4	were	be	AUX
easat-6590	146	5	assessed	assess	VERB
easat-6590	146	6	based	base	VERB
easat-6590	146	7	on	on	ADP
easat-6590	146	8	stakeholder	stakeholder	NOUN
easat-6590	146	9	perceptions	perception	NOUN
easat-6590	146	10	using	use	VERB
easat-6590	146	11	a	a	DET
easat-6590	146	12	5	5	NUM
easat-6590	146	13	-	-	PUNCT
easat-6590	146	14	point	point	NOUN
easat-6590	146	15	likert	likert	ADJ
easat-6590	146	16	scale	scale	NOUN
easat-6590	146	17	(	(	PUNCT
easat-6590	146	18	1	1	NUM
easat-6590	146	19	=	=	SYM
easat-6590	146	20	least	least	ADJ
easat-6590	146	21	proficient	proficient	ADJ
easat-6590	146	22	,	,	PUNCT
easat-6590	146	23	5	5	NUM
easat-6590	146	24	=	=	SYM
easat-6590	146	25	most	most	ADV
easat-6590	146	26	proficient	proficient	ADJ
easat-6590	146	27	)	)	PUNCT
easat-6590	146	28	,	,	PUNCT
easat-6590	146	29	and	and	CCONJ
easat-6590	146	30	the	the	DET
easat-6590	146	31	results	result	NOUN
easat-6590	146	32	are	be	AUX
easat-6590	146	33	presented	present	VERB
easat-6590	146	34	in	in	ADP
easat-6590	146	35	table	table	NOUN
easat-6590	146	36	3	3	NUM
easat-6590	146	37	.	.	X
easat-6590	146	38	2508	2508	NUM
easat-6590	146	39	edelweiss	edelweiss	PROPN
easat-6590	146	40	applied	apply	VERB
easat-6590	146	41	science	science	NOUN
easat-6590	146	42	and	and	CCONJ
easat-6590	146	43	technology	technology	NOUN
easat-6590	146	44	issn	issn	PROPN
easat-6590	146	45	:	:	PUNCT
easat-6590	146	46	2576	2576	NUM
easat-6590	146	47	-	-	SYM
easat-6590	146	48	8484	8484	NUM
easat-6590	146	49	vol	vol	NOUN
easat-6590	146	50	.	.	PROPN
easat-6590	147	1	9	9	NUM
easat-6590	147	2	,	,	PUNCT
easat-6590	147	3	no	no	INTJ
easat-6590	147	4	.	.	NOUN
easat-6590	147	5	4	4	NUM
easat-6590	147	6	:	:	SYM
easat-6590	147	7	2502	2502	NUM
easat-6590	147	8	-	-	SYM
easat-6590	147	9	2514	2514	NUM
easat-6590	147	10	,	,	PUNCT
easat-6590	147	11	2025	2025	NUM
easat-6590	147	12	doi	doi	NOUN
easat-6590	147	13	:	:	PUNCT
easat-6590	147	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	147	15	©	©	PROPN
easat-6590	147	16	2025	2025	NUM
easat-6590	147	17	by	by	ADP
easat-6590	147	18	the	the	DET
easat-6590	147	19	authors	author	NOUN
easat-6590	147	20	;	;	PUNCT
easat-6590	147	21	licensee	licensee	PROPN
easat-6590	147	22	learning	learning	NOUN
easat-6590	147	23	gate	gate	VERB
easat-6590	147	24	the	the	DET
easat-6590	147	25	findings	finding	NOUN
easat-6590	147	26	revealed	reveal	VERB
easat-6590	147	27	that	that	SCONJ
easat-6590	147	28	the	the	DET
easat-6590	147	29	average	average	ADJ
easat-6590	147	30	actual	actual	ADJ
easat-6590	147	31	skill	skill	NOUN
easat-6590	147	32	level	level	NOUN
easat-6590	147	33	across	across	ADP
easat-6590	147	34	all	all	DET
easat-6590	147	35	seven	seven	NUM
easat-6590	147	36	factors	factor	NOUN
easat-6590	147	37	was	be	AUX
easat-6590	147	38	moderate	moderate	ADJ
easat-6590	147	39	proficiency	proficiency	NOUN
easat-6590	147	40	,	,	PUNCT
easat-6590	147	41	while	while	SCONJ
easat-6590	147	42	the	the	DET
easat-6590	147	43	average	average	ADJ
easat-6590	147	44	desired	desire	VERB
easat-6590	147	45	skill	skill	NOUN
easat-6590	147	46	level	level	NOUN
easat-6590	147	47	was	be	AUX
easat-6590	147	48	rated	rate	VERB
easat-6590	147	49	as	as	ADP
easat-6590	147	50	most	most	ADV
easat-6590	147	51	proficient	proficient	ADJ
easat-6590	147	52	.	.	PUNCT
easat-6590	148	1	this	this	PRON
easat-6590	148	2	indicates	indicate	VERB
easat-6590	148	3	a	a	DET
easat-6590	148	4	clear	clear	ADJ
easat-6590	148	5	gap	gap	NOUN
easat-6590	148	6	between	between	ADP
easat-6590	148	7	the	the	DET
easat-6590	148	8	current	current	ADJ
easat-6590	148	9	competencies	competency	NOUN
easat-6590	148	10	and	and	CCONJ
easat-6590	148	11	stakeholders	stakeholder	NOUN
easat-6590	148	12	'	'	PART
easat-6590	148	13	expectations	expectation	NOUN
easat-6590	148	14	.	.	PUNCT
easat-6590	149	1	table	table	NOUN
easat-6590	149	2	3	3	NUM
easat-6590	149	3	presents	present	VERB
easat-6590	149	4	the	the	DET
easat-6590	149	5	mean	mean	ADJ
easat-6590	149	6	(	(	PUNCT
easat-6590	149	7	m	m	NOUN
easat-6590	149	8	)	)	PUNCT
easat-6590	149	9	and	and	CCONJ
easat-6590	149	10	standard	standard	ADJ
easat-6590	149	11	deviation	deviation	NOUN
easat-6590	149	12	(	(	PUNCT
easat-6590	149	13	sd	sd	NOUN
easat-6590	149	14	)	)	PUNCT
easat-6590	149	15	metrics	metric	NOUN
easat-6590	149	16	corresponding	correspond	VERB
easat-6590	149	17	to	to	ADP
easat-6590	149	18	each	each	DET
easat-6590	149	19	skill	skill	NOUN
easat-6590	149	20	factor	factor	NOUN
easat-6590	149	21	's	's	PART
easat-6590	149	22	actual	actual	ADJ
easat-6590	149	23	and	and	CCONJ
easat-6590	149	24	desired	desire	VERB
easat-6590	149	25	scores	score	NOUN
easat-6590	149	26	.	.	PUNCT
easat-6590	150	1	the	the	DET
easat-6590	150	2	tiers	tier	NOUN
easat-6590	150	3	of	of	ADP
easat-6590	150	4	classification	classification	NOUN
easat-6590	150	5	are	be	AUX
easat-6590	150	6	specified	specify	VERB
easat-6590	150	7	in	in	ADP
easat-6590	150	8	this	this	DET
easat-6590	150	9	way	way	NOUN
easat-6590	150	10	:	:	PUNCT
easat-6590	150	11	hp	hp	PROPN
easat-6590	150	12	equals	equal	VERB
easat-6590	150	13	highly	highly	ADV
easat-6590	150	14	proficient	proficient	ADJ
easat-6590	150	15	(	(	PUNCT
easat-6590	150	16	4.50–5.00	4.50–5.00	NUM
easat-6590	150	17	)	)	PUNCT
easat-6590	150	18	,	,	PUNCT
easat-6590	150	19	cp	cp	PROPN
easat-6590	150	20	stands	stand	VERB
easat-6590	150	21	for	for	ADP
easat-6590	150	22	competent	competent	ADJ
easat-6590	150	23	(	(	PUNCT
easat-6590	150	24	3.50–4.49	3.50–4.49	NUM
easat-6590	150	25	)	)	PUNCT
easat-6590	150	26	,	,	PUNCT
easat-6590	150	27	mp	mp	PROPN
easat-6590	150	28	translates	translate	VERB
easat-6590	150	29	to	to	ADP
easat-6590	150	30	moderate	moderate	ADJ
easat-6590	150	31	proficiency	proficiency	NOUN
easat-6590	150	32	(	(	PUNCT
easat-6590	150	33	2.50–3.49	2.50–3.49	NUM
easat-6590	150	34	)	)	PUNCT
easat-6590	150	35	,	,	PUNCT
easat-6590	150	36	lp	lp	PROPN
easat-6590	150	37	indicates	indicate	VERB
easat-6590	150	38	less	less	ADV
easat-6590	150	39	proficient	proficient	ADJ
easat-6590	150	40	(	(	PUNCT
easat-6590	150	41	1.50–2.49	1.50–2.49	NUM
easat-6590	150	42	)	)	PUNCT
easat-6590	150	43	,	,	PUNCT
easat-6590	150	44	and	and	CCONJ
easat-6590	150	45	np	np	INTJ
easat-6590	150	46	represents	represent	VERB
easat-6590	150	47	not	not	PART
easat-6590	150	48	proficient	proficient	ADJ
easat-6590	150	49	(	(	PUNCT
easat-6590	150	50	1.00–1.49	1.00–1.49	NUM
easat-6590	150	51	)	)	PUNCT
easat-6590	150	52	.	.	PUNCT
easat-6590	151	1	these	these	DET
easat-6590	151	2	classifications	classification	NOUN
easat-6590	151	3	elucidate	elucidate	VERB
easat-6590	151	4	how	how	SCONJ
easat-6590	151	5	respondents	respondent	NOUN
easat-6590	151	6	assessed	assess	VERB
easat-6590	151	7	their	their	PRON
easat-6590	151	8	current	current	ADJ
easat-6590	151	9	and	and	CCONJ
easat-6590	151	10	aspirational	aspirational	ADJ
easat-6590	151	11	proficiency	proficiency	NOUN
easat-6590	151	12	levels	level	NOUN
easat-6590	151	13	.	.	PUNCT
easat-6590	152	1	table	table	NOUN
easat-6590	152	2	3	3	NUM
easat-6590	152	3	.	.	PUNCT
easat-6590	152	4	respondents	respondent	NOUN
easat-6590	152	5	’	'	PUNCT
easat-6590	152	6	evaluations	evaluation	NOUN
easat-6590	152	7	of	of	ADP
easat-6590	152	8	actual	actual	ADJ
easat-6590	152	9	vs.	vs.	CCONJ
easat-6590	152	10	desired	desire	VERB
easat-6590	152	11	vcs	vcs	NOUN
easat-6590	152	12	competencies	competency	NOUN
easat-6590	152	13	.	.	PUNCT
easat-6590	153	1	skill	skill	NOUN
easat-6590	153	2	factor	factor	NOUN
easat-6590	153	3	(	(	PUNCT
easat-6590	153	4	sf	sf	NOUN
easat-6590	153	5	)	)	PUNCT
easat-6590	153	6	actual	actual	ADJ
easat-6590	153	7	status	status	NOUN
easat-6590	153	8	desired	desire	VERB
easat-6590	153	9	status	status	NOUN
easat-6590	153	10	m	m	PROPN
easat-6590	153	11	sd	sd	ADP
easat-6590	153	12	tier	tier	NOUN
easat-6590	153	13	m	m	PROPN
easat-6590	153	14	sd	sd	NOUN
easat-6590	153	15	tier	tier	NOUN
easat-6590	153	16	sf1	sf1	PROPN
easat-6590	153	17	.	.	PUNCT
easat-6590	153	18	using	use	VERB
easat-6590	153	19	basic	basic	ADJ
easat-6590	153	20	version	version	NOUN
easat-6590	153	21	control	control	NOUN
easat-6590	153	22	system	system	NOUN
easat-6590	153	23	commands	command	VERB
easat-6590	153	24	3.59	3.59	NUM
easat-6590	153	25	1.05	1.05	NUM
easat-6590	153	26	cp	cp	NUM
easat-6590	153	27	4.66	4.66	NUM
easat-6590	153	28	0.51	0.51	NUM
easat-6590	153	29	hp	hp	PROPN
easat-6590	153	30	sf2	sf2	PROPN
easat-6590	153	31	.	.	PUNCT
easat-6590	153	32	branching	branch	VERB
easat-6590	153	33	and	and	CCONJ
easat-6590	153	34	merging	merge	VERB
easat-6590	153	35	3.26	3.26	NUM
easat-6590	153	36	1.24	1.24	NUM
easat-6590	153	37	mp	mp	NOUN
easat-6590	153	38	4.54	4.54	NUM
easat-6590	153	39	0.77	0.77	NUM
easat-6590	153	40	hp	hp	PROPN
easat-6590	153	41	sf3	sf3	PROPN
easat-6590	153	42	.	.	PUNCT
easat-6590	153	43	reviewing	review	VERB
easat-6590	153	44	code	code	NOUN
easat-6590	153	45	and	and	CCONJ
easat-6590	153	46	managing	manage	VERB
easat-6590	153	47	pull	pull	NOUN
easat-6590	153	48	request	request	NOUN
easat-6590	153	49	3.22	3.22	NUM
easat-6590	153	50	1.24	1.24	NUM
easat-6590	153	51	mp	mp	NOUN
easat-6590	153	52	4.55	4.55	NUM
easat-6590	153	53	0.58	0.58	NUM
easat-6590	153	54	hp	hp	PROPN
easat-6590	153	55	sf4	sf4	PROPN
easat-6590	153	56	.	.	PUNCT
easat-6590	153	57	writing	write	VERB
easat-6590	153	58	effective	effective	ADJ
easat-6590	153	59	commit	commit	VERB
easat-6590	153	60	messages	message	NOUN
easat-6590	153	61	3.06	3.06	NUM
easat-6590	153	62	1.12	1.12	NUM
easat-6590	153	63	mp	mp	PROPN
easat-6590	153	64	4.43	4.43	NUM
easat-6590	153	65	0.80	0.80	NUM
easat-6590	153	66	cp	cp	PROPN
easat-6590	153	67	sf5	sf5	NOUN
easat-6590	153	68	.	.	PUNCT
easat-6590	154	1	tracking	track	VERB
easat-6590	154	2	change	change	NOUN
easat-6590	154	3	history	history	NOUN
easat-6590	154	4	3.21	3.21	NUM
easat-6590	154	5	1.11	1.11	NUM
easat-6590	154	6	mp	mp	PROPN
easat-6590	154	7	4.56	4.56	NUM
easat-6590	154	8	0.60	0.60	NUM
easat-6590	154	9	hp	hp	PROPN
easat-6590	154	10	sf6	sf6	PROPN
easat-6590	154	11	.	.	PUNCT
easat-6590	155	1	managing	manage	VERB
easat-6590	155	2	repository	repository	NOUN
easat-6590	155	3	and	and	CCONJ
easat-6590	155	4	workflow	workflow	NOUN
easat-6590	155	5	3.45	3.45	NUM
easat-6590	155	6	1.05	1.05	NUM
easat-6590	155	7	mp	mp	PROPN
easat-6590	155	8	4.6	4.6	NUM
easat-6590	155	9	0.58	0.58	NUM
easat-6590	155	10	hp	hp	PROPN
easat-6590	155	11	sf7	sf7	PROPN
easat-6590	155	12	.	.	PUNCT
easat-6590	156	1	detecting	detect	VERB
easat-6590	156	2	error	error	NOUN
easat-6590	156	3	and	and	CCONJ
easat-6590	156	4	resolution	resolution	NOUN
easat-6590	156	5	3.13	3.13	NUM
easat-6590	156	6	1.20	1.20	NUM
easat-6590	156	7	mp	mp	PROPN
easat-6590	156	8	4.54	4.54	NUM
easat-6590	156	9	0.73	0.73	NUM
easat-6590	156	10	hp	hp	ADJ
easat-6590	156	11	overall	overall	ADJ
easat-6590	156	12	average	average	ADJ
easat-6590	156	13	3.29	3.29	NUM
easat-6590	156	14	1.04	1.04	NUM
easat-6590	156	15	mp	mp	PROPN
easat-6590	156	16	4.56	4.56	NUM
easat-6590	156	17	0.55	0.55	NUM
easat-6590	156	18	hp	hp	NOUN
easat-6590	156	19	all	all	DET
easat-6590	156	20	seven	seven	NUM
easat-6590	156	21	skill	skill	NOUN
easat-6590	156	22	factors	factor	NOUN
easat-6590	156	23	exhibited	exhibit	VERB
easat-6590	156	24	a	a	DET
easat-6590	156	25	positive	positive	ADJ
easat-6590	156	26	difference	difference	NOUN
easat-6590	156	27	between	between	ADP
easat-6590	156	28	the	the	DET
easat-6590	156	29	desired	desire	VERB
easat-6590	156	30	and	and	CCONJ
easat-6590	156	31	actual	actual	ADJ
easat-6590	156	32	mean	mean	ADJ
easat-6590	156	33	scores	score	NOUN
easat-6590	156	34	,	,	PUNCT
easat-6590	156	35	suggesting	suggest	VERB
easat-6590	156	36	a	a	DET
easat-6590	156	37	consistent	consistent	ADJ
easat-6590	156	38	need	need	NOUN
easat-6590	156	39	for	for	ADP
easat-6590	156	40	improvement	improvement	NOUN
easat-6590	156	41	across	across	ADP
easat-6590	156	42	the	the	DET
easat-6590	156	43	board	board	NOUN
easat-6590	156	44	.	.	PUNCT
easat-6590	157	1	the	the	DET
easat-6590	157	2	most	most	ADV
easat-6590	157	3	significant	significant	ADJ
easat-6590	157	4	gaps	gap	NOUN
easat-6590	157	5	were	be	AUX
easat-6590	157	6	observed	observe	VERB
easat-6590	157	7	in	in	ADP
easat-6590	157	8	:	:	PUNCT
easat-6590	157	9	sf4	sf4	NOUN
easat-6590	157	10	:	:	PUNCT
easat-6590	157	11	writing	write	VERB
easat-6590	157	12	effective	effective	ADJ
easat-6590	157	13	commit	commit	VERB
easat-6590	157	14	messages	message	NOUN
easat-6590	157	15	(	(	PUNCT
easat-6590	157	16	actual	actual	ADJ
easat-6590	157	17	=	=	NOUN
easat-6590	157	18	3.06	3.06	NUM
easat-6590	157	19	;	;	PUNCT
easat-6590	157	20	desired	desire	VERB
easat-6590	157	21	=	=	NOUN
easat-6590	157	22	4.43	4.43	NUM
easat-6590	157	23	)	)	PUNCT
easat-6590	157	24	sf7	sf7	NOUN
easat-6590	157	25	:	:	PUNCT
easat-6590	157	26	detecting	detect	VERB
easat-6590	157	27	and	and	CCONJ
easat-6590	157	28	resolving	resolve	VERB
easat-6590	157	29	errors	error	NOUN
easat-6590	157	30	(	(	PUNCT
easat-6590	157	31	actual	actual	ADJ
easat-6590	157	32	=	=	SYM
easat-6590	157	33	3.13	3.13	NUM
easat-6590	157	34	;	;	PUNCT
easat-6590	157	35	desired	desire	VERB
easat-6590	157	36	=	=	SYM
easat-6590	157	37	4.54	4.54	NUM
easat-6590	157	38	)	)	PUNCT
easat-6590	157	39	sf2	sf2	PROPN
easat-6590	157	40	:	:	PUNCT
easat-6590	157	41	branching	branch	VERB
easat-6590	157	42	and	and	CCONJ
easat-6590	157	43	merging	merge	VERB
easat-6590	157	44	(	(	PUNCT
easat-6590	157	45	actual	actual	ADJ
easat-6590	157	46	=	=	NOUN
easat-6590	157	47	3.26	3.26	NUM
easat-6590	157	48	;	;	PUNCT
easat-6590	157	49	desired	desire	VERB
easat-6590	157	50	=	=	SYM
easat-6590	157	51	4.54	4.54	NUM
easat-6590	157	52	)	)	PUNCT
easat-6590	157	53	these	these	DET
easat-6590	157	54	findings	finding	NOUN
easat-6590	157	55	serve	serve	VERB
easat-6590	157	56	as	as	ADP
easat-6590	157	57	the	the	DET
easat-6590	157	58	basis	basis	NOUN
easat-6590	157	59	for	for	ADP
easat-6590	157	60	further	further	ADJ
easat-6590	157	61	prioritization	prioritization	NOUN
easat-6590	157	62	through	through	ADP
easat-6590	157	63	pnimodified	pnimodifie	VERB
easat-6590	157	64	calculations	calculation	NOUN
easat-6590	157	65	and	and	CCONJ
easat-6590	157	66	statistical	statistical	ADJ
easat-6590	157	67	significance	significance	NOUN
easat-6590	157	68	testing	testing	NOUN
easat-6590	157	69	,	,	PUNCT
easat-6590	157	70	as	as	SCONJ
easat-6590	157	71	discussed	discuss	VERB
easat-6590	157	72	in	in	ADP
easat-6590	157	73	the	the	DET
easat-6590	157	74	next	next	ADJ
easat-6590	157	75	section	section	NOUN
easat-6590	157	76	.	.	PUNCT
easat-6590	158	1	3.3	3.3	NUM
easat-6590	158	2	.	.	PUNCT
easat-6590	159	1	needs	need	VERB
easat-6590	159	2	prioritization	prioritization	NOUN
easat-6590	159	3	to	to	PART
easat-6590	159	4	identify	identify	VERB
easat-6590	159	5	the	the	DET
easat-6590	159	6	most	most	ADV
easat-6590	159	7	critical	critical	ADJ
easat-6590	159	8	areas	area	NOUN
easat-6590	159	9	for	for	ADP
easat-6590	159	10	development	development	NOUN
easat-6590	159	11	in	in	ADP
easat-6590	159	12	vcs	vcs	PROPN
easat-6590	159	13	skills	skill	NOUN
easat-6590	159	14	,	,	PUNCT
easat-6590	159	15	a	a	DET
easat-6590	159	16	priority	priority	NOUN
easat-6590	159	17	needs	need	VERB
easat-6590	159	18	index	index	NOUN
easat-6590	159	19	(	(	PUNCT
easat-6590	159	20	pnimodified	pnimodifie	VERB
easat-6590	159	21	)	)	PUNCT
easat-6590	159	22	was	be	AUX
easat-6590	159	23	calculated	calculate	VERB
easat-6590	159	24	for	for	ADP
easat-6590	159	25	each	each	DET
easat-6590	159	26	skill	skill	NOUN
easat-6590	159	27	factor	factor	NOUN
easat-6590	159	28	based	base	VERB
easat-6590	159	29	on	on	ADP
easat-6590	159	30	the	the	DET
easat-6590	159	31	gap	gap	NOUN
easat-6590	159	32	between	between	ADP
easat-6590	159	33	actual	actual	ADJ
easat-6590	159	34	and	and	CCONJ
easat-6590	159	35	desired	desire	VERB
easat-6590	159	36	competency	competency	NOUN
easat-6590	159	37	levels	level	NOUN
easat-6590	159	38	.	.	PUNCT
easat-6590	160	1	in	in	ADP
easat-6590	160	2	addition	addition	NOUN
easat-6590	160	3	,	,	PUNCT
easat-6590	160	4	a	a	DET
easat-6590	160	5	paired	pair	VERB
easat-6590	160	6	-	-	PUNCT
easat-6590	160	7	sample	sample	NOUN
easat-6590	160	8	t	t	NOUN
easat-6590	160	9	-	-	PUNCT
easat-6590	160	10	test	test	NOUN
easat-6590	160	11	was	be	AUX
easat-6590	160	12	conducted	conduct	VERB
easat-6590	160	13	to	to	PART
easat-6590	160	14	determine	determine	VERB
easat-6590	160	15	whether	whether	SCONJ
easat-6590	160	16	these	these	DET
easat-6590	160	17	differences	difference	NOUN
easat-6590	160	18	were	be	AUX
easat-6590	160	19	statistically	statistically	ADV
easat-6590	160	20	significant	significant	ADJ
easat-6590	160	21	.	.	PUNCT
easat-6590	161	1	table	table	NOUN
easat-6590	161	2	4	4	NUM
easat-6590	161	3	summarizes	summarize	NOUN
easat-6590	161	4	the	the	DET
easat-6590	161	5	mean	mean	ADJ
easat-6590	161	6	scores	score	NOUN
easat-6590	161	7	,	,	PUNCT
easat-6590	161	8	standard	standard	ADJ
easat-6590	161	9	deviations	deviation	NOUN
easat-6590	161	10	,	,	PUNCT
easat-6590	161	11	pnimodified	pnimodifie	VERB
easat-6590	161	12	values	value	NOUN
easat-6590	161	13	,	,	PUNCT
easat-6590	161	14	rankings	ranking	NOUN
easat-6590	161	15	,	,	PUNCT
easat-6590	161	16	and	and	CCONJ
easat-6590	161	17	statistical	statistical	ADJ
easat-6590	161	18	test	test	NOUN
easat-6590	161	19	results	result	NOUN
easat-6590	161	20	for	for	ADP
easat-6590	161	21	each	each	DET
easat-6590	161	22	skill	skill	NOUN
easat-6590	161	23	.	.	PUNCT
easat-6590	162	1	2509	2509	NUM
easat-6590	162	2	edelweiss	edelweiss	PROPN
easat-6590	162	3	applied	apply	VERB
easat-6590	162	4	science	science	NOUN
easat-6590	162	5	and	and	CCONJ
easat-6590	162	6	technology	technology	NOUN
easat-6590	162	7	issn	issn	PROPN
easat-6590	162	8	:	:	PUNCT
easat-6590	162	9	2576	2576	NUM
easat-6590	162	10	-	-	SYM
easat-6590	162	11	8484	8484	NUM
easat-6590	162	12	vol	vol	NOUN
easat-6590	162	13	.	.	PROPN
easat-6590	163	1	9	9	NUM
easat-6590	163	2	,	,	PUNCT
easat-6590	163	3	no	no	INTJ
easat-6590	163	4	.	.	NOUN
easat-6590	163	5	4	4	NUM
easat-6590	163	6	:	:	SYM
easat-6590	163	7	2502	2502	NUM
easat-6590	163	8	-	-	SYM
easat-6590	163	9	2514	2514	NUM
easat-6590	163	10	,	,	PUNCT
easat-6590	163	11	2025	2025	NUM
easat-6590	163	12	doi	doi	NOUN
easat-6590	163	13	:	:	PUNCT
easat-6590	163	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	163	15	©	©	PROPN
easat-6590	163	16	2025	2025	NUM
easat-6590	163	17	by	by	ADP
easat-6590	163	18	the	the	DET
easat-6590	163	19	authors	author	NOUN
easat-6590	163	20	;	;	PUNCT
easat-6590	163	21	licensee	licensee	PROPN
easat-6590	163	22	learning	learn	VERB
easat-6590	163	23	gate	gate	NOUN
easat-6590	163	24	table	table	NOUN
easat-6590	163	25	4	4	NUM
easat-6590	163	26	.	.	PUNCT
easat-6590	163	27	results	result	NOUN
easat-6590	163	28	of	of	ADP
easat-6590	163	29	gap	gap	NOUN
easat-6590	163	30	analysis	analysis	NOUN
easat-6590	163	31	and	and	CCONJ
easat-6590	163	32	statistical	statistical	ADJ
easat-6590	163	33	test	test	NOUN
easat-6590	163	34	results	result	NOUN
easat-6590	163	35	for	for	ADP
easat-6590	163	36	vcs	vcs	NOUN
easat-6590	163	37	skill	skill	NOUN
easat-6590	163	38	requirements	requirement	NOUN
easat-6590	163	39	.	.	PUNCT
easat-6590	164	1	skill	skill	NOUN
easat-6590	164	2	aspect	aspect	NOUN
easat-6590	164	3	(	(	PUNCT
easat-6590	164	4	sf	sf	NOUN
easat-6590	164	5	)	)	PUNCT
easat-6590	164	6	status	status	NOUN
easat-6590	164	7	mean	mean	VERB
easat-6590	164	8	score	score	NOUN
easat-6590	164	9	std	std	PROPN
easat-6590	164	10	.	.	PUNCT
easat-6590	165	1	dev	dev	PROPN
easat-6590	165	2	.	.	PUNCT
easat-6590	166	1	gap	gap	NOUN
easat-6590	166	2	index	index	NOUN
easat-6590	166	3	statistical	statistical	ADJ
easat-6590	166	4	test	test	NOUN
easat-6590	166	5	results	result	NOUN
easat-6590	166	6	pni	pni	PROPN
easat-6590	166	7	rank	rank	PROPN
easat-6590	166	8	t	t	PROPN
easat-6590	166	9	-	-	PUNCT
easat-6590	166	10	value	value	NOUN
easat-6590	166	11	sig	sig	NOUN
easat-6590	166	12	.	.	PUNCT
easat-6590	167	1	sf1	sf1	PROPN
easat-6590	167	2	desired	desire	VERB
easat-6590	167	3	(	(	PUNCT
easat-6590	167	4	i	i	NOUN
easat-6590	167	5	)	)	PUNCT
easat-6590	167	6	4.66	4.66	NUM
easat-6590	167	7	0.51	0.51	NUM
easat-6590	167	8	0.30	0.30	NUM
easat-6590	167	9	7	7	NUM
easat-6590	167	10	6.96	6.96	NUM
easat-6590	167	11	*	*	PUNCT
easat-6590	167	12	*	*	PUNCT
easat-6590	168	1	<	<	X
easat-6590	168	2	.01	.01	NUM
easat-6590	168	3	actual	actual	ADJ
easat-6590	168	4	(	(	PUNCT
easat-6590	168	5	d	d	NOUN
easat-6590	168	6	)	)	PUNCT
easat-6590	168	7	3.59	3.59	NUM
easat-6590	168	8	1.05	1.05	NUM
easat-6590	168	9	sf2	sf2	PROPN
easat-6590	168	10	desired	desire	VERB
easat-6590	168	11	(	(	PUNCT
easat-6590	168	12	i	i	NOUN
easat-6590	168	13	)	)	PUNCT
easat-6590	168	14	4.54	4.54	NUM
easat-6590	168	15	0.77	0.77	NUM
easat-6590	168	16	0.39	0.39	NUM
easat-6590	168	17	5	5	NUM
easat-6590	168	18	6.52	6.52	NUM
easat-6590	168	19	*	*	PUNCT
easat-6590	168	20	*	*	PUNCT
easat-6590	168	21	<	<	X
easat-6590	168	22	.01	.01	NUM
easat-6590	168	23	actual	actual	ADJ
easat-6590	168	24	(	(	PUNCT
easat-6590	168	25	d	d	NOUN
easat-6590	168	26	)	)	PUNCT
easat-6590	168	27	3.26	3.26	NUM
easat-6590	168	28	1.24	1.24	NUM
easat-6590	168	29	sf3	sf3	NOUN
easat-6590	168	30	desired	desire	VERB
easat-6590	168	31	(	(	PUNCT
easat-6590	168	32	i	i	NOUN
easat-6590	168	33	)	)	PUNCT
easat-6590	168	34	4.55	4.55	NUM
easat-6590	168	35	0.58	0.58	NUM
easat-6590	168	36	0.41	0.41	NUM
easat-6590	168	37	4	4	NUM
easat-6590	168	38	7.17	7.17	NUM
easat-6590	168	39	*	*	PUNCT
easat-6590	168	40	*	*	PUNCT
easat-6590	168	41	<	<	X
easat-6590	168	42	.01	.01	NUM
easat-6590	168	43	actual	actual	ADJ
easat-6590	168	44	(	(	PUNCT
easat-6590	168	45	d	d	NOUN
easat-6590	168	46	)	)	PUNCT
easat-6590	168	47	3.22	3.22	NUM
easat-6590	168	48	1.24	1.24	NUM
easat-6590	168	49	sf4	sf4	NOUN
easat-6590	168	50	desired	desire	VERB
easat-6590	168	51	(	(	PUNCT
easat-6590	168	52	i	i	NOUN
easat-6590	168	53	)	)	PUNCT
easat-6590	168	54	4.43	4.43	NUM
easat-6590	168	55	0.80	0.80	NUM
easat-6590	168	56	0.45	0.45	NUM
easat-6590	168	57	1	1	NUM
easat-6590	168	58	7.52	7.52	NUM
easat-6590	168	59	*	*	PUNCT
easat-6590	168	60	*	*	PUNCT
easat-6590	168	61	<	<	X
easat-6590	168	62	.01	.01	NUM
easat-6590	168	63	actual	actual	ADJ
easat-6590	168	64	(	(	PUNCT
easat-6590	168	65	d	d	NOUN
easat-6590	168	66	)	)	PUNCT
easat-6590	168	67	3.06	3.06	NUM
easat-6590	168	68	1.12	1.12	NUM
easat-6590	168	69	sf5	sf5	ADV
easat-6590	168	70	desired	desire	VERB
easat-6590	168	71	(	(	PUNCT
easat-6590	168	72	i	i	NOUN
easat-6590	168	73	)	)	PUNCT
easat-6590	168	74	4.56	4.56	NUM
easat-6590	168	75	0.60	0.60	NUM
easat-6590	168	76	0.42	0.42	NUM
easat-6590	168	77	3	3	NUM
easat-6590	168	78	7.43	7.43	NUM
easat-6590	168	79	*	*	PUNCT
easat-6590	168	80	*	*	PUNCT
easat-6590	168	81	<	<	X
easat-6590	168	82	.01	.01	NUM
easat-6590	168	83	actual	actual	ADJ
easat-6590	168	84	(	(	PUNCT
easat-6590	168	85	d	d	NOUN
easat-6590	168	86	)	)	PUNCT
easat-6590	168	87	3.21	3.21	NUM
easat-6590	168	88	1.11	1.11	NUM
easat-6590	168	89	sf6	sf6	NOUN
easat-6590	168	90	desired	desire	VERB
easat-6590	168	91	(	(	PUNCT
easat-6590	168	92	i	i	NOUN
easat-6590	168	93	)	)	PUNCT
easat-6590	168	94	4.60	4.60	NUM
easat-6590	168	95	0.58	0.58	NUM
easat-6590	168	96	0.33	0.33	NUM
easat-6590	168	97	6	6	NUM
easat-6590	168	98	7.21	7.21	NUM
easat-6590	168	99	*	*	PUNCT
easat-6590	168	100	*	*	PUNCT
easat-6590	168	101	<	<	X
easat-6590	168	102	.01	.01	NUM
easat-6590	168	103	actual	actual	ADJ
easat-6590	168	104	(	(	PUNCT
easat-6590	168	105	d	d	NOUN
easat-6590	168	106	)	)	PUNCT
easat-6590	168	107	3.45	3.45	NUM
easat-6590	168	108	1.05	1.05	NUM
easat-6590	168	109	sf7	sf7	NOUN
easat-6590	168	110	desired	desire	VERB
easat-6590	168	111	(	(	PUNCT
easat-6590	168	112	i	i	NOUN
easat-6590	168	113	)	)	PUNCT
easat-6590	168	114	4.54	4.54	NUM
easat-6590	168	115	0.73	0.73	NUM
easat-6590	168	116	0.45	0.45	NUM
easat-6590	168	117	1	1	NUM
easat-6590	168	118	7.10	7.10	NUM
easat-6590	168	119	*	*	PUNCT
easat-6590	168	120	*	*	PUNCT
easat-6590	168	121	<	<	X
easat-6590	168	122	.01	.01	NUM
easat-6590	168	123	actual	actual	ADJ
easat-6590	168	124	(	(	PUNCT
easat-6590	168	125	d	d	NOUN
easat-6590	168	126	)	)	PUNCT
easat-6590	168	127	3.13	3.13	NUM
easat-6590	168	128	1.20	1.20	NUM
easat-6590	168	129	total	total	NOUN
easat-6590	168	130	desired	desire	VERB
easat-6590	168	131	(	(	PUNCT
easat-6590	168	132	i	i	NOUN
easat-6590	168	133	)	)	PUNCT
easat-6590	168	134	4.56	4.56	NUM
easat-6590	168	135	0.55	0.55	NUM
easat-6590	168	136	0.39	0.39	NUM
easat-6590	168	137	7.59	7.59	NUM
easat-6590	168	138	*	*	PUNCT
easat-6590	168	139	*	*	PUNCT
easat-6590	168	140	<	<	X
easat-6590	168	141	.01	.01	NUM
easat-6590	168	142	actual	actual	ADJ
easat-6590	168	143	(	(	PUNCT
easat-6590	168	144	d	d	NOUN
easat-6590	168	145	)	)	PUNCT
easat-6590	168	146	3.29	3.29	NUM
easat-6590	168	147	1.04	1.04	NUM
easat-6590	168	148	note	note	NOUN
easat-6590	168	149	:	:	PUNCT
easat-6590	168	150	*	*	PUNCT
easat-6590	168	151	*	*	PUNCT
easat-6590	168	152	significance	significance	NOUN
easat-6590	168	153	<	<	X
easat-6590	168	154	.01	.01	NUM
easat-6590	168	155	.	.	PUNCT
easat-6590	169	1	the	the	DET
easat-6590	169	2	findings	finding	NOUN
easat-6590	169	3	from	from	ADP
easat-6590	169	4	the	the	DET
easat-6590	169	5	needs	need	NOUN
easat-6590	169	6	prioritization	prioritization	NOUN
easat-6590	169	7	analysis	analysis	NOUN
easat-6590	169	8	revealed	reveal	VERB
easat-6590	169	9	that	that	SCONJ
easat-6590	169	10	all	all	DET
easat-6590	169	11	seven	seven	NUM
easat-6590	169	12	vcs	vcs	NOUN
easat-6590	169	13	skill	skill	NOUN
easat-6590	169	14	factors	factor	NOUN
easat-6590	169	15	demonstrated	demonstrate	VERB
easat-6590	169	16	statistically	statistically	ADV
easat-6590	169	17	significant	significant	ADJ
easat-6590	169	18	gaps	gap	NOUN
easat-6590	169	19	between	between	ADP
easat-6590	169	20	the	the	DET
easat-6590	169	21	actual	actual	ADJ
easat-6590	169	22	and	and	CCONJ
easat-6590	169	23	desired	desire	VERB
easat-6590	169	24	competency	competency	NOUN
easat-6590	169	25	levels	level	NOUN
easat-6590	169	26	,	,	PUNCT
easat-6590	169	27	with	with	ADP
easat-6590	169	28	all	all	DET
easat-6590	169	29	differences	difference	NOUN
easat-6590	169	30	significant	significant	ADJ
easat-6590	169	31	at	at	ADP
easat-6590	169	32	the	the	DET
easat-6590	169	33	significance	significance	NOUN
easat-6590	169	34	<	<	X
easat-6590	169	35	.01	.01	NUM
easat-6590	169	36	level	level	NOUN
easat-6590	169	37	.	.	PUNCT
easat-6590	170	1	the	the	DET
easat-6590	170	2	overall	overall	ADJ
easat-6590	170	3	priority	priority	NOUN
easat-6590	170	4	needs	need	VERB
easat-6590	170	5	index	index	NOUN
easat-6590	170	6	(	(	PUNCT
easat-6590	170	7	pnimodified	pnimodifie	VERB
easat-6590	170	8	)	)	PUNCT
easat-6590	170	9	was	be	AUX
easat-6590	170	10	0.39	0.39	NUM
easat-6590	170	11	,	,	PUNCT
easat-6590	170	12	indicating	indicate	VERB
easat-6590	170	13	a	a	DET
easat-6590	170	14	moderate	moderate	ADJ
easat-6590	170	15	to	to	PART
easat-6590	170	16	high	high	ADJ
easat-6590	170	17	level	level	NOUN
easat-6590	170	18	of	of	ADP
easat-6590	170	19	need	need	NOUN
easat-6590	170	20	across	across	ADP
easat-6590	170	21	the	the	DET
easat-6590	170	22	board	board	NOUN
easat-6590	170	23	.	.	PUNCT
easat-6590	171	1	the	the	DET
easat-6590	171	2	highest	high	ADJ
easat-6590	171	3	-	-	PUNCT
easat-6590	171	4	priority	priority	NOUN
easat-6590	171	5	skills	skill	NOUN
easat-6590	171	6	were	be	AUX
easat-6590	171	7	writing	write	VERB
easat-6590	171	8	effective	effective	ADJ
easat-6590	171	9	commit	commit	VERB
easat-6590	171	10	messages	message	NOUN
easat-6590	171	11	(	(	PUNCT
easat-6590	171	12	sf4	sf4	NOUN
easat-6590	171	13	)	)	PUNCT
easat-6590	171	14	and	and	CCONJ
easat-6590	171	15	detecting	detect	VERB
easat-6590	171	16	and	and	CCONJ
easat-6590	171	17	resolving	resolve	VERB
easat-6590	171	18	errors	error	NOUN
easat-6590	171	19	(	(	PUNCT
easat-6590	171	20	sf7	sf7	NOUN
easat-6590	171	21	)	)	PUNCT
easat-6590	171	22	,	,	PUNCT
easat-6590	171	23	with	with	ADP
easat-6590	171	24	the	the	DET
easat-6590	171	25	highest	high	ADJ
easat-6590	171	26	pnimodified	pnimodifie	VERB
easat-6590	171	27	value	value	NOUN
easat-6590	171	28	of	of	ADP
easat-6590	171	29	0.45	0.45	NUM
easat-6590	171	30	.	.	PUNCT
easat-6590	172	1	these	these	PRON
easat-6590	172	2	were	be	AUX
easat-6590	172	3	followed	follow	VERB
easat-6590	172	4	by	by	ADP
easat-6590	172	5	tracking	track	VERB
easat-6590	172	6	change	change	NOUN
easat-6590	172	7	history	history	NOUN
easat-6590	172	8	(	(	PUNCT
easat-6590	172	9	sf5	sf5	ADJ
easat-6590	172	10	)	)	PUNCT
easat-6590	172	11	,	,	PUNCT
easat-6590	172	12	reviewing	review	VERB
easat-6590	172	13	code	code	NOUN
easat-6590	172	14	and	and	CCONJ
easat-6590	172	15	managing	manage	VERB
easat-6590	172	16	pull	pull	NOUN
easat-6590	172	17	requests	request	NOUN
easat-6590	172	18	(	(	PUNCT
easat-6590	172	19	sf3	sf3	PROPN
easat-6590	172	20	)	)	PUNCT
easat-6590	172	21	.	.	PUNCT
easat-6590	173	1	in	in	ADP
easat-6590	173	2	contrast	contrast	NOUN
easat-6590	173	3	,	,	PUNCT
easat-6590	173	4	using	use	VERB
easat-6590	173	5	basic	basic	ADJ
easat-6590	173	6	version	version	NOUN
easat-6590	173	7	control	control	NOUN
easat-6590	173	8	system	system	NOUN
easat-6590	173	9	commands	command	NOUN
easat-6590	173	10	(	(	PUNCT
easat-6590	173	11	sf1	sf1	PROPN
easat-6590	173	12	)	)	PUNCT
easat-6590	173	13	and	and	CCONJ
easat-6590	173	14	managing	manage	VERB
easat-6590	173	15	repository	repository	NOUN
easat-6590	173	16	and	and	CCONJ
easat-6590	173	17	workflow	workflow	NOUN
easat-6590	173	18	(	(	PUNCT
easat-6590	173	19	sf6	sf6	NOUN
easat-6590	173	20	)	)	PUNCT
easat-6590	173	21	received	receive	VERB
easat-6590	173	22	the	the	DET
easat-6590	173	23	lowest	low	ADJ
easat-6590	173	24	priority	priority	NOUN
easat-6590	173	25	rankings	ranking	NOUN
easat-6590	173	26	,	,	PUNCT
easat-6590	173	27	though	though	SCONJ
easat-6590	173	28	they	they	PRON
easat-6590	173	29	still	still	ADV
easat-6590	173	30	reflected	reflect	VERB
easat-6590	173	31	significant	significant	ADJ
easat-6590	173	32	development	development	NOUN
easat-6590	173	33	needs	need	NOUN
easat-6590	173	34	.	.	PUNCT
easat-6590	174	1	the	the	DET
easat-6590	174	2	results	result	NOUN
easat-6590	174	3	of	of	ADP
easat-6590	174	4	the	the	DET
easat-6590	174	5	prioritization	prioritization	NOUN
easat-6590	174	6	of	of	ADP
easat-6590	174	7	the	the	DET
easat-6590	174	8	needs	need	NOUN
easat-6590	174	9	show	show	VERB
easat-6590	174	10	that	that	SCONJ
easat-6590	174	11	while	while	SCONJ
easat-6590	174	12	all	all	DET
easat-6590	174	13	vcs	vcs	NOUN
easat-6590	174	14	skill	skill	NOUN
easat-6590	174	15	factors	factor	NOUN
easat-6590	174	16	require	require	VERB
easat-6590	174	17	development	development	NOUN
easat-6590	174	18	,	,	PUNCT
easat-6590	174	19	the	the	DET
easat-6590	174	20	most	most	ADV
easat-6590	174	21	urgent	urgent	ADJ
easat-6590	174	22	areas	area	NOUN
easat-6590	174	23	involve	involve	VERB
easat-6590	174	24	commit	commit	VERB
easat-6590	174	25	message	message	NOUN
easat-6590	174	26	writing	writing	NOUN
easat-6590	174	27	,	,	PUNCT
easat-6590	174	28	error	error	NOUN
easat-6590	174	29	detection	detection	NOUN
easat-6590	174	30	,	,	PUNCT
easat-6590	174	31	tracking	tracking	NOUN
easat-6590	174	32	changes	change	NOUN
easat-6590	174	33	,	,	PUNCT
easat-6590	174	34	and	and	CCONJ
easat-6590	174	35	collaborative	collaborative	ADJ
easat-6590	174	36	review	review	NOUN
easat-6590	174	37	workflows	workflow	NOUN
easat-6590	174	38	.	.	PUNCT
easat-6590	175	1	these	these	DET
easat-6590	175	2	findings	finding	NOUN
easat-6590	175	3	offer	offer	VERB
easat-6590	175	4	valuable	valuable	ADJ
easat-6590	175	5	input	input	NOUN
easat-6590	175	6	for	for	ADP
easat-6590	175	7	enhancing	enhance	VERB
easat-6590	175	8	curriculum	curriculum	NOUN
easat-6590	175	9	and	and	CCONJ
easat-6590	175	10	training	training	NOUN
easat-6590	175	11	programs	program	NOUN
easat-6590	175	12	to	to	PART
easat-6590	175	13	align	align	VERB
easat-6590	175	14	with	with	ADP
easat-6590	175	15	industry	industry	NOUN
easat-6590	175	16	expectations	expectation	NOUN
easat-6590	175	17	.	.	PUNCT
easat-6590	176	1	3.4	3.4	NUM
easat-6590	176	2	.	.	PUNCT
easat-6590	176	3	need	need	VERB
easat-6590	176	4	assessment	assessment	NOUN
easat-6590	176	5	comparison	comparison	NOUN
easat-6590	176	6	&	&	CCONJ
easat-6590	176	7	priority	priority	NOUN
easat-6590	176	8	results	result	NOUN
easat-6590	176	9	to	to	PART
easat-6590	176	10	gain	gain	VERB
easat-6590	176	11	a	a	DET
easat-6590	176	12	deeper	deep	ADJ
easat-6590	176	13	understanding	understanding	NOUN
easat-6590	176	14	of	of	ADP
easat-6590	176	15	the	the	DET
easat-6590	176	16	perceived	perceive	VERB
easat-6590	176	17	skill	skill	NOUN
easat-6590	176	18	gaps	gap	NOUN
easat-6590	176	19	in	in	ADP
easat-6590	176	20	vcs	vcs	PROPN
easat-6590	176	21	competencies	competency	NOUN
easat-6590	176	22	,	,	PUNCT
easat-6590	176	23	a	a	DET
easat-6590	176	24	comparative	comparative	ADJ
easat-6590	176	25	analysis	analysis	NOUN
easat-6590	176	26	was	be	AUX
easat-6590	176	27	conducted	conduct	VERB
easat-6590	176	28	between	between	ADP
easat-6590	176	29	two	two	NUM
easat-6590	176	30	stakeholder	stakeholder	NOUN
easat-6590	176	31	groups	group	NOUN
easat-6590	176	32	:	:	PUNCT
easat-6590	177	1	it	it	PRON
easat-6590	177	2	entrepreneurs	entrepreneur	NOUN
easat-6590	177	3	and	and	CCONJ
easat-6590	177	4	it	it	PRON
easat-6590	177	5	instructors	instructor	NOUN
easat-6590	177	6	.	.	PUNCT
easat-6590	178	1	both	both	DET
easat-6590	178	2	groups	group	NOUN
easat-6590	178	3	evaluated	evaluate	VERB
easat-6590	178	4	students	student	NOUN
easat-6590	178	5	'	'	PART
easat-6590	178	6	actual	actual	ADJ
easat-6590	178	7	and	and	CCONJ
easat-6590	178	8	desired	desire	VERB
easat-6590	178	9	competency	competency	NOUN
easat-6590	178	10	levels	level	NOUN
easat-6590	178	11	across	across	ADP
easat-6590	178	12	seven	seven	NUM
easat-6590	178	13	vcs	vcs	NOUN
easat-6590	178	14	skill	skill	NOUN
easat-6590	178	15	factors	factor	NOUN
easat-6590	178	16	.	.	PUNCT
easat-6590	179	1	the	the	DET
easat-6590	179	2	priority	priority	NOUN
easat-6590	179	3	needs	need	VERB
easat-6590	179	4	index	index	NOUN
easat-6590	179	5	(	(	PUNCT
easat-6590	179	6	pnimodified	pnimodifie	VERB
easat-6590	179	7	)	)	PUNCT
easat-6590	179	8	and	and	CCONJ
easat-6590	179	9	paired	pair	VERB
easat-6590	179	10	-	-	PUNCT
easat-6590	179	11	sample	sample	NOUN
easat-6590	179	12	t	t	NOUN
easat-6590	179	13	-	-	PUNCT
easat-6590	179	14	tests	test	NOUN
easat-6590	179	15	were	be	AUX
easat-6590	179	16	calculated	calculate	VERB
easat-6590	179	17	separately	separately	ADV
easat-6590	179	18	for	for	SCONJ
easat-6590	179	19	each	each	DET
easat-6590	179	20	group	group	NOUN
easat-6590	179	21	to	to	PART
easat-6590	179	22	identify	identify	VERB
easat-6590	179	23	differences	difference	NOUN
easat-6590	179	24	in	in	ADP
easat-6590	179	25	priority	priority	NOUN
easat-6590	179	26	rankings	ranking	NOUN
easat-6590	179	27	and	and	CCONJ
easat-6590	179	28	statistical	statistical	ADJ
easat-6590	179	29	significance	significance	NOUN
easat-6590	179	30	.	.	PUNCT
easat-6590	180	1	2510	2510	NUM
easat-6590	180	2	edelweiss	edelweiss	PROPN
easat-6590	180	3	applied	apply	VERB
easat-6590	180	4	science	science	NOUN
easat-6590	180	5	and	and	CCONJ
easat-6590	180	6	technology	technology	NOUN
easat-6590	180	7	issn	issn	PROPN
easat-6590	180	8	:	:	PUNCT
easat-6590	180	9	2576	2576	NUM
easat-6590	180	10	-	-	SYM
easat-6590	180	11	8484	8484	NUM
easat-6590	180	12	vol	vol	NOUN
easat-6590	180	13	.	.	PROPN
easat-6590	181	1	9	9	NUM
easat-6590	181	2	,	,	PUNCT
easat-6590	181	3	no	no	INTJ
easat-6590	181	4	.	.	NOUN
easat-6590	181	5	4	4	NUM
easat-6590	181	6	:	:	SYM
easat-6590	181	7	2502	2502	NUM
easat-6590	181	8	-	-	SYM
easat-6590	181	9	2514	2514	NUM
easat-6590	181	10	,	,	PUNCT
easat-6590	181	11	2025	2025	NUM
easat-6590	181	12	doi	doi	NOUN
easat-6590	181	13	:	:	PUNCT
easat-6590	181	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	181	15	©	©	PROPN
easat-6590	181	16	2025	2025	NUM
easat-6590	181	17	by	by	ADP
easat-6590	181	18	the	the	DET
easat-6590	181	19	authors	author	NOUN
easat-6590	181	20	;	;	PUNCT
easat-6590	181	21	licensee	licensee	PROPN
easat-6590	181	22	learning	learn	VERB
easat-6590	181	23	gate	gate	NOUN
easat-6590	181	24	table	table	NOUN
easat-6590	181	25	5	5	NUM
easat-6590	181	26	.	.	PUNCT
easat-6590	181	27	comparison	comparison	NOUN
easat-6590	181	28	of	of	ADP
easat-6590	181	29	priority	priority	NOUN
easat-6590	181	30	needs	need	NOUN
easat-6590	181	31	index	index	NOUN
easat-6590	181	32	(	(	PUNCT
easat-6590	181	33	pni	pni	NOUN
easat-6590	181	34	)	)	PUNCT
easat-6590	181	35	,	,	PUNCT
easat-6590	181	36	skill	skill	NOUN
easat-6590	181	37	gap	gap	NOUN
easat-6590	181	38	rankings	ranking	NOUN
easat-6590	181	39	,	,	PUNCT
easat-6590	181	40	and	and	CCONJ
easat-6590	181	41	t	t	X
easat-6590	181	42	-	-	PUNCT
easat-6590	181	43	test	test	NOUN
easat-6590	181	44	results	result	NOUN
easat-6590	181	45	between	between	ADP
easat-6590	181	46	it	it	PRON
easat-6590	181	47	entrepreneurs	entrepreneur	NOUN
easat-6590	181	48	and	and	CCONJ
easat-6590	181	49	it	it	PRON
easat-6590	181	50	instructors	instructor	VERB
easat-6590	181	51	across	across	ADP
easat-6590	181	52	vcs	vcs	PROPN
easat-6590	181	53	skills	skill	NOUN
easat-6590	181	54	.	.	PUNCT
easat-6590	182	1	skill	skill	NOUN
easat-6590	182	2	factor	factor	NOUN
easat-6590	182	3	it	it	PRON
easat-6590	182	4	entrepreneurs	entrepreneur	NOUN
easat-6590	182	5	(	(	PUNCT
easat-6590	182	6	n=38	n=38	ADJ
easat-6590	182	7	)	)	PUNCT
easat-6590	182	8	it	it	PRON
easat-6590	182	9	instructors	instructor	NOUN
easat-6590	182	10	(	(	PUNCT
easat-6590	182	11	n=11	n=11	NOUN
easat-6590	182	12	)	)	PUNCT
easat-6590	182	13	gap	gap	NOUN
easat-6590	182	14	index	index	NOUN
easat-6590	182	15	gap	gap	NOUN
easat-6590	182	16	index	index	NOUN
easat-6590	182	17	desired	desire	VERB
easat-6590	182	18	actual	actual	ADJ
easat-6590	182	19	pni	pni	NOUN
easat-6590	182	20	rank	rank	PROPN
easat-6590	182	21	t	t	PROPN
easat-6590	182	22	-	-	PUNCT
easat-6590	182	23	value	value	NOUN
easat-6590	182	24	desired	desire	VERB
easat-6590	182	25	actual	actual	ADJ
easat-6590	182	26	pni	pni	NOUN
easat-6590	182	27	rank	rank	PROPN
easat-6590	182	28	t	t	PROPN
easat-6590	182	29	-	-	PUNCT
easat-6590	182	30	value	value	NOUN
easat-6590	182	31	sf1	sf1	PROPN
easat-6590	182	32	4.65	4.65	NUM
easat-6590	182	33	3.63	3.63	NUM
easat-6590	182	34	0.28	0.28	NUM
easat-6590	182	35	6	6	NUM
easat-6590	182	36	5.42	5.42	NUM
easat-6590	182	37	*	*	PUNCT
easat-6590	182	38	*	*	PUNCT
easat-6590	182	39	3.45	3.45	NUM
easat-6590	182	40	4.69	4.69	NUM
easat-6590	182	41	0.36	0.36	NUM
easat-6590	182	42	7	7	NUM
easat-6590	182	43	5.69	5.69	NUM
easat-6590	182	44	*	*	PUNCT
easat-6590	182	45	*	*	PUNCT
easat-6590	182	46	sf2	sf2	PROPN
easat-6590	182	47	4.51	4.51	NUM
easat-6590	182	48	3.41	3.41	NUM
easat-6590	182	49	0.32	0.32	NUM
easat-6590	182	50	5	5	NUM
easat-6590	182	51	4.67	4.67	NUM
easat-6590	182	52	*	*	PUNCT
easat-6590	182	53	*	*	PUNCT
easat-6590	182	54	2.73	2.73	NUM
easat-6590	182	55	4.64	4.64	NUM
easat-6590	182	56	0.70	0.70	NUM
easat-6590	182	57	3	3	NUM
easat-6590	182	58	7.42	7.42	NUM
easat-6590	182	59	*	*	PUNCT
easat-6590	182	60	*	*	PUNCT
easat-6590	182	61	sf3	sf3	PROPN
easat-6590	182	62	4.52	4.52	NUM
easat-6590	182	63	3.34	3.34	NUM
easat-6590	182	64	0.35	0.35	NUM
easat-6590	182	65	3	3	NUM
easat-6590	182	66	5.32	5.32	NUM
easat-6590	182	67	*	*	PUNCT
easat-6590	182	68	*	*	PUNCT
easat-6590	182	69	2.78	2.78	NUM
easat-6590	182	70	4.65	4.65	NUM
easat-6590	182	71	0.67	0.67	NUM
easat-6590	182	72	4	4	NUM
easat-6590	182	73	6.83	6.83	NUM
easat-6590	182	74	*	*	PUNCT
easat-6590	182	75	*	*	PUNCT
easat-6590	182	76	sf4	sf4	PROPN
easat-6590	182	77	4.34	4.34	NUM
easat-6590	182	78	3.15	3.15	NUM
easat-6590	182	79	0.38	0.38	NUM
easat-6590	182	80	2	2	NUM
easat-6590	182	81	5.50	5.50	NUM
easat-6590	182	82	*	*	PUNCT
easat-6590	182	83	*	*	PUNCT
easat-6590	182	84	2.75	2.75	NUM
easat-6590	182	85	4.75	4.75	NUM
easat-6590	182	86	0.73	0.73	NUM
easat-6590	182	87	1	1	NUM
easat-6590	182	88	8.07	8.07	NUM
easat-6590	182	89	*	*	PUNCT
easat-6590	182	90	*	*	PUNCT
easat-6590	182	91	sf5	sf5	ADJ
easat-6590	182	92	4.52	4.52	NUM
easat-6590	182	93	3.34	3.34	NUM
easat-6590	182	94	0.35	0.35	NUM
easat-6590	182	95	3	3	NUM
easat-6590	182	96	5.37	5.37	NUM
easat-6590	182	97	*	*	PUNCT
easat-6590	182	98	*	*	PUNCT
easat-6590	182	99	2.74	2.74	NUM
easat-6590	182	100	4.70	4.70	NUM
easat-6590	182	101	0.71	0.71	NUM
easat-6590	182	102	2	2	NUM
easat-6590	182	103	9.06	9.06	NUM
easat-6590	182	104	*	*	PUNCT
easat-6590	182	105	*	*	PROPN
easat-6590	182	106	sf6	sf6	PROPN
easat-6590	182	107	4.57	4.57	NUM
easat-6590	182	108	3.58	3.58	NUM
easat-6590	182	109	0.28	0.28	NUM
easat-6590	182	110	6	6	NUM
easat-6590	182	111	5.36	5.36	NUM
easat-6590	182	112	*	*	PUNCT
easat-6590	182	113	*	*	PUNCT
easat-6590	182	114	2.97	2.97	NUM
easat-6590	182	115	4.70	4.70	NUM
easat-6590	182	116	0.58	0.58	NUM
easat-6590	182	117	6	6	NUM
easat-6590	182	118	6.51	6.51	NUM
easat-6590	182	119	*	*	PUNCT
easat-6590	182	120	*	*	PUNCT
easat-6590	182	121	sf7	sf7	PROPN
easat-6590	182	122	4.53	4.53	NUM
easat-6590	182	123	3.20	3.20	NUM
easat-6590	182	124	0.41	0.41	NUM
easat-6590	182	125	1	1	NUM
easat-6590	182	126	5.42	5.42	NUM
easat-6590	182	127	*	*	PUNCT
easat-6590	182	128	*	*	PUNCT
easat-6590	182	129	2.88	2.88	NUM
easat-6590	182	130	4.58	4.58	NUM
easat-6590	182	131	0.59	0.59	NUM
easat-6590	182	132	5	5	NUM
easat-6590	182	133	6.53	6.53	NUM
easat-6590	182	134	*	*	PUNCT
easat-6590	182	135	*	*	PUNCT
easat-6590	182	136	total	total	NOUN
easat-6590	182	137	4.52	4.52	NUM
easat-6590	182	138	3.38	3.38	NUM
easat-6590	182	139	0.34	0.34	NUM
easat-6590	182	140	5.29	5.29	NUM
easat-6590	182	141	*	*	PUNCT
easat-6590	182	142	*	*	PUNCT
easat-6590	182	143	2.90	2.90	NUM
easat-6590	182	144	4.67	4.67	NUM
easat-6590	182	145	0.62	0.62	NUM
easat-6590	182	146	7.16	7.16	NUM
easat-6590	182	147	*	*	PUNCT
easat-6590	182	148	*	*	PUNCT
easat-6590	182	149	note	note	NOUN
easat-6590	182	150	:	:	PUNCT
easat-6590	182	151	*	*	PUNCT
easat-6590	182	152	*	*	PUNCT
easat-6590	182	153	significance	significance	NOUN
easat-6590	182	154	<	<	X
easat-6590	182	155	0.01	0.01	NUM
easat-6590	182	156	.	.	PUNCT
easat-6590	183	1	as	as	SCONJ
easat-6590	183	2	shown	show	VERB
easat-6590	183	3	in	in	ADP
easat-6590	183	4	table	table	NOUN
easat-6590	183	5	5	5	NUM
easat-6590	183	6	,	,	PUNCT
easat-6590	183	7	all	all	DET
easat-6590	183	8	seven	seven	NUM
easat-6590	183	9	skill	skill	NOUN
easat-6590	183	10	factors	factor	NOUN
easat-6590	183	11	exhibited	exhibit	VERB
easat-6590	183	12	statistically	statistically	ADV
easat-6590	183	13	significant	significant	ADJ
easat-6590	183	14	differences	difference	NOUN
easat-6590	183	15	between	between	ADP
easat-6590	183	16	actual	actual	ADJ
easat-6590	183	17	and	and	CCONJ
easat-6590	183	18	desired	desire	VERB
easat-6590	183	19	skill	skill	NOUN
easat-6590	183	20	levels	level	NOUN
easat-6590	183	21	for	for	ADP
easat-6590	183	22	both	both	DET
easat-6590	183	23	stakeholder	stakeholder	NOUN
easat-6590	183	24	groups	group	NOUN
easat-6590	183	25	(	(	PUNCT
easat-6590	183	26	p	p	X
easat-6590	183	27	<	<	X
easat-6590	183	28	.01	.01	NUM
easat-6590	183	29	)	)	PUNCT
easat-6590	183	30	.	.	PUNCT
easat-6590	184	1	however	however	ADV
easat-6590	184	2	,	,	PUNCT
easat-6590	184	3	the	the	DET
easat-6590	184	4	magnitude	magnitude	NOUN
easat-6590	184	5	of	of	ADP
easat-6590	184	6	the	the	DET
easat-6590	184	7	gaps	gap	NOUN
easat-6590	184	8	and	and	CCONJ
easat-6590	184	9	the	the	DET
easat-6590	184	10	priority	priority	NOUN
easat-6590	184	11	rankings	ranking	NOUN
easat-6590	184	12	varied	varied	ADJ
easat-6590	184	13	between	between	ADP
easat-6590	184	14	the	the	DET
easat-6590	184	15	groups	group	NOUN
easat-6590	184	16	.	.	PUNCT
easat-6590	185	1	the	the	DET
easat-6590	185	2	overall	overall	ADJ
easat-6590	185	3	pnimodified	pnimodified	ADJ
easat-6590	185	4	for	for	ADP
easat-6590	185	5	it	it	PRON
easat-6590	185	6	entrepreneurs	entrepreneur	NOUN
easat-6590	185	7	was	be	AUX
easat-6590	185	8	0.34	0.34	NUM
easat-6590	185	9	,	,	PUNCT
easat-6590	185	10	while	while	SCONJ
easat-6590	185	11	it	it	PRON
easat-6590	185	12	was	be	AUX
easat-6590	185	13	substantially	substantially	ADV
easat-6590	185	14	higher	high	ADJ
easat-6590	185	15	for	for	SCONJ
easat-6590	185	16	it	it	PRON
easat-6590	185	17	instructors	instructor	NOUN
easat-6590	185	18	at	at	ADP
easat-6590	185	19	0.62	0.62	NUM
easat-6590	185	20	,	,	PUNCT
easat-6590	185	21	indicating	indicate	VERB
easat-6590	185	22	that	that	SCONJ
easat-6590	185	23	instructors	instructor	NOUN
easat-6590	185	24	perceived	perceive	VERB
easat-6590	185	25	greater	great	ADJ
easat-6590	185	26	competency	competency	NOUN
easat-6590	185	27	gaps	gap	NOUN
easat-6590	185	28	than	than	ADP
easat-6590	185	29	their	their	PRON
easat-6590	185	30	industry	industry	NOUN
easat-6590	185	31	counterparts	counterpart	NOUN
easat-6590	185	32	.	.	PUNCT
easat-6590	186	1	both	both	DET
easat-6590	186	2	groups	group	NOUN
easat-6590	186	3	identified	identify	VERB
easat-6590	186	4	sf4	sf4	PROPN
easat-6590	186	5	–	–	PUNCT
easat-6590	186	6	writing	write	VERB
easat-6590	186	7	effective	effective	ADJ
easat-6590	186	8	commit	commit	VERB
easat-6590	186	9	messages	message	NOUN
easat-6590	186	10	and	and	CCONJ
easat-6590	186	11	sf7	sf7	NOUN
easat-6590	186	12	–	–	PUNCT
easat-6590	186	13	detecting	detect	VERB
easat-6590	186	14	and	and	CCONJ
easat-6590	186	15	resolving	resolve	VERB
easat-6590	186	16	errors	error	NOUN
easat-6590	186	17	as	as	ADP
easat-6590	186	18	top	top	ADJ
easat-6590	186	19	-	-	PUNCT
easat-6590	186	20	priority	priority	NOUN
easat-6590	186	21	skills	skill	NOUN
easat-6590	186	22	.	.	PUNCT
easat-6590	187	1	however	however	ADV
easat-6590	187	2	,	,	PUNCT
easat-6590	187	3	the	the	DET
easat-6590	187	4	rankings	ranking	NOUN
easat-6590	187	5	were	be	AUX
easat-6590	187	6	more	more	ADV
easat-6590	187	7	pronounced	pronounced	ADJ
easat-6590	187	8	among	among	ADP
easat-6590	187	9	instructors	instructor	NOUN
easat-6590	187	10	,	,	PUNCT
easat-6590	187	11	who	who	PRON
easat-6590	187	12	ranked	rank	VERB
easat-6590	187	13	sf4	sf4	NOUN
easat-6590	187	14	and	and	CCONJ
easat-6590	187	15	sf5	sf5	NOUN
easat-6590	187	16	as	as	ADP
easat-6590	187	17	their	their	PRON
easat-6590	187	18	top	top	ADJ
easat-6590	187	19	two	two	NUM
easat-6590	187	20	needs	need	NOUN
easat-6590	187	21	.	.	PUNCT
easat-6590	188	1	the	the	DET
easat-6590	188	2	most	most	ADV
easat-6590	188	3	significant	significant	ADJ
easat-6590	188	4	discrepancy	discrepancy	NOUN
easat-6590	188	5	between	between	ADP
easat-6590	188	6	groups	group	NOUN
easat-6590	188	7	was	be	AUX
easat-6590	188	8	observed	observe	VERB
easat-6590	188	9	in	in	ADP
easat-6590	188	10	sf2	sf2	PROPN
easat-6590	188	11	–	–	PUNCT
easat-6590	188	12	branching	branch	VERB
easat-6590	188	13	and	and	CCONJ
easat-6590	188	14	merging	merging	NOUN
easat-6590	188	15	,	,	PUNCT
easat-6590	188	16	where	where	SCONJ
easat-6590	188	17	instructors	instructor	NOUN
easat-6590	188	18	reported	report	VERB
easat-6590	188	19	a	a	DET
easat-6590	188	20	much	much	ADV
easat-6590	188	21	higher	high	ADJ
easat-6590	188	22	pnimodified	pnimodifie	VERB
easat-6590	188	23	(	(	PUNCT
easat-6590	188	24	0.70	0.70	NUM
easat-6590	188	25	)	)	PUNCT
easat-6590	188	26	compared	compare	VERB
easat-6590	188	27	to	to	ADP
easat-6590	188	28	entrepreneurs	entrepreneur	NOUN
easat-6590	188	29	(	(	PUNCT
easat-6590	188	30	0.32	0.32	NUM
easat-6590	188	31	)	)	PUNCT
easat-6590	188	32	,	,	PUNCT
easat-6590	188	33	suggesting	suggest	VERB
easat-6590	188	34	stronger	strong	ADJ
easat-6590	188	35	concerns	concern	NOUN
easat-6590	188	36	from	from	ADP
easat-6590	188	37	educators	educator	NOUN
easat-6590	188	38	about	about	ADP
easat-6590	188	39	student	student	NOUN
easat-6590	188	40	difficulties	difficulty	NOUN
easat-6590	188	41	in	in	ADP
easat-6590	188	42	managing	manage	VERB
easat-6590	188	43	branches	branch	NOUN
easat-6590	188	44	.	.	PUNCT
easat-6590	189	1	highlights	highlight	NOUN
easat-6590	189	2	by	by	ADP
easat-6590	189	3	skill	skill	NOUN
easat-6590	189	4	factor	factor	NOUN
easat-6590	189	5	•	•	ADP
easat-6590	189	6	sf4	sf4	PROPN
easat-6590	189	7	(	(	PUNCT
easat-6590	189	8	writing	write	VERB
easat-6590	189	9	commit	commit	VERB
easat-6590	189	10	messages	message	NOUN
easat-6590	189	11	):	):	PUNCT
easat-6590	189	12	ranked	rank	VERB
easat-6590	189	13	1st	1st	NOUN
easat-6590	189	14	by	by	ADP
easat-6590	189	15	instructors	instructor	NOUN
easat-6590	189	16	(	(	PUNCT
easat-6590	189	17	pni	pni	NOUN
easat-6590	189	18	=	=	NOUN
easat-6590	189	19	0.73	0.73	NUM
easat-6590	189	20	)	)	PUNCT
easat-6590	189	21	and	and	CCONJ
easat-6590	189	22	2nd	2nd	ADJ
easat-6590	189	23	by	by	ADP
easat-6590	189	24	entrepreneurs	entrepreneur	NOUN
easat-6590	189	25	(	(	PUNCT
easat-6590	189	26	pni	pni	NOUN
easat-6590	189	27	=	=	NOUN
easat-6590	189	28	0.38	0.38	NUM
easat-6590	189	29	)	)	PUNCT
easat-6590	189	30	.	.	PUNCT
easat-6590	190	1	•	•	NUM
easat-6590	190	2	sf7	sf7	NOUN
easat-6590	190	3	(	(	PUNCT
easat-6590	190	4	error	error	NOUN
easat-6590	190	5	detection	detection	NOUN
easat-6590	190	6	and	and	CCONJ
easat-6590	190	7	resolution	resolution	NOUN
easat-6590	190	8	):	):	PUNCT
easat-6590	190	9	highest	high	ADJ
easat-6590	190	10	priority	priority	NOUN
easat-6590	190	11	for	for	ADP
easat-6590	190	12	entrepreneurs	entrepreneur	NOUN
easat-6590	190	13	(	(	PUNCT
easat-6590	190	14	pni	pni	NOUN
easat-6590	190	15	=	=	PROPN
easat-6590	190	16	0.41	0.41	NUM
easat-6590	190	17	)	)	PUNCT
easat-6590	190	18	,	,	PUNCT
easat-6590	190	19	ranked	rank	VERB
easat-6590	190	20	5th	5th	ADV
easat-6590	190	21	by	by	ADP
easat-6590	190	22	instructors	instructor	NOUN
easat-6590	190	23	(	(	PUNCT
easat-6590	190	24	pni	pni	NOUN
easat-6590	190	25	=	=	PROPN
easat-6590	190	26	0.59	0.59	NUM
easat-6590	190	27	)	)	PUNCT
easat-6590	190	28	.	.	PUNCT
easat-6590	191	1	•	•	NUM
easat-6590	191	2	sf5	sf5	NOUN
easat-6590	191	3	(	(	PUNCT
easat-6590	191	4	tracking	track	VERB
easat-6590	191	5	change	change	NOUN
easat-6590	191	6	history	history	NOUN
easat-6590	191	7	):	):	PUNCT
easat-6590	191	8	ranked	rank	VERB
easat-6590	191	9	2nd	2nd	NOUN
easat-6590	191	10	by	by	ADP
easat-6590	191	11	instructors	instructor	NOUN
easat-6590	191	12	(	(	PUNCT
easat-6590	191	13	pni	pni	NOUN
easat-6590	191	14	=	=	NOUN
easat-6590	191	15	0.71	0.71	NUM
easat-6590	191	16	)	)	PUNCT
easat-6590	191	17	and	and	CCONJ
easat-6590	191	18	3rd	3rd	NOUN
easat-6590	191	19	by	by	ADP
easat-6590	191	20	entrepreneurs	entrepreneur	NOUN
easat-6590	191	21	(	(	PUNCT
easat-6590	191	22	pni	pni	NOUN
easat-6590	191	23	=	=	NOUN
easat-6590	191	24	0.35	0.35	NUM
easat-6590	191	25	)	)	PUNCT
easat-6590	191	26	.	.	PUNCT
easat-6590	192	1	•	•	NUM
easat-6590	192	2	sf1	sf1	PROPN
easat-6590	192	3	(	(	PUNCT
easat-6590	192	4	using	use	VERB
easat-6590	192	5	basic	basic	ADJ
easat-6590	192	6	version	version	NOUN
easat-6590	192	7	control	control	NOUN
easat-6590	192	8	system	system	NOUN
easat-6590	192	9	commands	command	NOUN
easat-6590	192	10	):	):	PUNCT
easat-6590	192	11	received	receive	VERB
easat-6590	192	12	the	the	DET
easat-6590	192	13	lowest	low	ADJ
easat-6590	192	14	ranking	ranking	NOUN
easat-6590	192	15	from	from	ADP
easat-6590	192	16	both	both	DET
easat-6590	192	17	groups	group	NOUN
easat-6590	192	18	(	(	PUNCT
easat-6590	192	19	entrepreneurs	entrepreneur	NOUN
easat-6590	192	20	=	=	SYM
easat-6590	192	21	rank	rank	PROPN
easat-6590	192	22	6	6	NUM
easat-6590	192	23	;	;	PUNCT
easat-6590	192	24	instructors	instructor	NOUN
easat-6590	192	25	=	=	SYM
easat-6590	192	26	rank	rank	PROPN
easat-6590	192	27	7	7	NUM
easat-6590	192	28	)	)	PUNCT
easat-6590	192	29	,	,	PUNCT
easat-6590	192	30	indicating	indicate	VERB
easat-6590	192	31	that	that	SCONJ
easat-6590	192	32	students	student	NOUN
easat-6590	192	33	are	be	AUX
easat-6590	192	34	relatively	relatively	ADV
easat-6590	192	35	proficient	proficient	ADJ
easat-6590	192	36	in	in	ADP
easat-6590	192	37	basic	basic	ADJ
easat-6590	192	38	operations	operation	NOUN
easat-6590	192	39	.	.	PUNCT
easat-6590	193	1	while	while	SCONJ
easat-6590	193	2	both	both	DET
easat-6590	193	3	groups	group	NOUN
easat-6590	193	4	acknowledged	acknowledge	VERB
easat-6590	193	5	gaps	gap	NOUN
easat-6590	193	6	in	in	ADP
easat-6590	193	7	all	all	DET
easat-6590	193	8	skill	skill	NOUN
easat-6590	193	9	factors	factor	NOUN
easat-6590	193	10	,	,	PUNCT
easat-6590	193	11	instructors	instructor	NOUN
easat-6590	193	12	consistently	consistently	ADV
easat-6590	193	13	reported	report	VERB
easat-6590	193	14	higher	high	ADJ
easat-6590	193	15	pnimodified	pnimodified	ADJ
easat-6590	193	16	values	value	NOUN
easat-6590	193	17	,	,	PUNCT
easat-6590	193	18	indicating	indicate	VERB
easat-6590	193	19	more	more	ADV
easat-6590	193	20	significant	significant	ADJ
easat-6590	193	21	concern	concern	NOUN
easat-6590	193	22	over	over	ADP
easat-6590	193	23	student	student	NOUN
easat-6590	193	24	preparedness	preparedness	NOUN
easat-6590	193	25	.	.	PUNCT
easat-6590	194	1	this	this	PRON
easat-6590	194	2	may	may	AUX
easat-6590	194	3	be	be	AUX
easat-6590	194	4	due	due	ADJ
easat-6590	194	5	to	to	ADP
easat-6590	194	6	instructors	instructor	NOUN
easat-6590	194	7	’	'	PUNCT
easat-6590	194	8	broader	broad	ADJ
easat-6590	194	9	visibility	visibility	NOUN
easat-6590	194	10	into	into	ADP
easat-6590	194	11	students	student	NOUN
easat-6590	194	12	’	’	PART
easat-6590	194	13	overall	overall	ADJ
easat-6590	194	14	performance	performance	NOUN
easat-6590	194	15	across	across	ADP
easat-6590	194	16	multiple	multiple	ADJ
easat-6590	194	17	projects	project	NOUN
easat-6590	194	18	and	and	CCONJ
easat-6590	194	19	assessment	assessment	NOUN
easat-6590	194	20	criteria	criterion	NOUN
easat-6590	194	21	.	.	PUNCT
easat-6590	195	1	conversely	conversely	ADV
easat-6590	195	2	,	,	PUNCT
easat-6590	195	3	entrepreneurs	entrepreneur	NOUN
easat-6590	195	4	may	may	AUX
easat-6590	195	5	focus	focus	VERB
easat-6590	195	6	more	more	ADV
easat-6590	195	7	narrowly	narrowly	ADV
easat-6590	195	8	on	on	ADP
easat-6590	195	9	the	the	DET
easat-6590	195	10	competencies	competency	NOUN
easat-6590	195	11	demonstrated	demonstrate	VERB
easat-6590	195	12	during	during	ADP
easat-6590	195	13	cooperative	cooperative	ADJ
easat-6590	195	14	education	education	NOUN
easat-6590	195	15	placements	placement	NOUN
easat-6590	195	16	.	.	PUNCT
easat-6590	196	1	these	these	DET
easat-6590	196	2	comparative	comparative	ADJ
easat-6590	196	3	insights	insight	NOUN
easat-6590	196	4	underscore	underscore	VERB
easat-6590	196	5	the	the	DET
easat-6590	196	6	importance	importance	NOUN
easat-6590	196	7	of	of	ADP
easat-6590	196	8	aligning	align	VERB
easat-6590	196	9	academic	academic	ADJ
easat-6590	196	10	training	training	NOUN
easat-6590	196	11	with	with	ADP
easat-6590	196	12	industry	industry	NOUN
easat-6590	196	13	expectations	expectation	NOUN
easat-6590	196	14	—	—	PUNCT
easat-6590	196	15	especially	especially	ADV
easat-6590	196	16	in	in	ADP
easat-6590	196	17	advanced	advanced	ADJ
easat-6590	196	18	version	version	NOUN
easat-6590	196	19	control	control	NOUN
easat-6590	196	20	tasks	task	NOUN
easat-6590	196	21	such	such	ADJ
easat-6590	196	22	as	as	ADP
easat-6590	196	23	collaborative	collaborative	ADJ
easat-6590	196	24	workflows	workflow	NOUN
easat-6590	196	25	,	,	PUNCT
easat-6590	196	26	error	error	NOUN
easat-6590	196	27	handling	handling	NOUN
easat-6590	196	28	,	,	PUNCT
easat-6590	196	29	and	and	CCONJ
easat-6590	196	30	clear	clear	ADJ
easat-6590	196	31	code	code	NOUN
easat-6590	196	32	documentation	documentation	NOUN
easat-6590	196	33	through	through	ADP
easat-6590	196	34	commit	commit	VERB
easat-6590	196	35	messages	message	NOUN
easat-6590	196	36	.	.	PUNCT
easat-6590	197	1	4	4	X
easat-6590	197	2	.	.	X
easat-6590	197	3	discussion	discussion	NOUN
easat-6590	197	4	the	the	DET
easat-6590	197	5	findings	finding	NOUN
easat-6590	197	6	from	from	ADP
easat-6590	197	7	this	this	DET
easat-6590	197	8	research	research	NOUN
easat-6590	197	9	reveal	reveal	VERB
easat-6590	197	10	significant	significant	ADJ
easat-6590	197	11	competency	competency	NOUN
easat-6590	197	12	gaps	gap	NOUN
easat-6590	197	13	between	between	ADP
easat-6590	197	14	actual	actual	ADJ
easat-6590	197	15	and	and	CCONJ
easat-6590	197	16	desired	desire	VERB
easat-6590	197	17	levels	level	NOUN
easat-6590	197	18	of	of	ADP
easat-6590	197	19	vcs	vcs	PROPN
easat-6590	197	20	skills	skill	NOUN
easat-6590	197	21	among	among	ADP
easat-6590	197	22	undergraduate	undergraduate	NOUN
easat-6590	197	23	it	it	PRON
easat-6590	197	24	students	student	NOUN
easat-6590	197	25	.	.	PUNCT
easat-6590	198	1	this	this	DET
easat-6590	198	2	study	study	NOUN
easat-6590	198	3	highlights	highlight	VERB
easat-6590	198	4	the	the	DET
easat-6590	198	5	need	need	NOUN
easat-6590	198	6	for	for	ADP
easat-6590	198	7	2511	2511	NUM
easat-6590	198	8	edelweiss	edelweiss	PROPN
easat-6590	198	9	applied	apply	VERB
easat-6590	198	10	science	science	NOUN
easat-6590	198	11	and	and	CCONJ
easat-6590	198	12	technology	technology	NOUN
easat-6590	198	13	issn	issn	PROPN
easat-6590	198	14	:	:	PUNCT
easat-6590	198	15	2576	2576	NUM
easat-6590	198	16	-	-	SYM
easat-6590	198	17	8484	8484	NUM
easat-6590	198	18	vol	vol	NOUN
easat-6590	198	19	.	.	PROPN
easat-6590	199	1	9	9	NUM
easat-6590	199	2	,	,	PUNCT
easat-6590	199	3	no	no	INTJ
easat-6590	199	4	.	.	NOUN
easat-6590	199	5	4	4	NUM
easat-6590	199	6	:	:	SYM
easat-6590	199	7	2502	2502	NUM
easat-6590	199	8	-	-	SYM
easat-6590	199	9	2514	2514	NUM
easat-6590	199	10	,	,	PUNCT
easat-6590	199	11	2025	2025	NUM
easat-6590	199	12	doi	doi	NOUN
easat-6590	199	13	:	:	PUNCT
easat-6590	199	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	199	15	©	©	PROPN
easat-6590	199	16	2025	2025	NUM
easat-6590	199	17	by	by	ADP
easat-6590	199	18	the	the	DET
easat-6590	199	19	authors	author	NOUN
easat-6590	199	20	;	;	PUNCT
easat-6590	199	21	licensee	licensee	PROPN
easat-6590	199	22	learning	learn	VERB
easat-6590	199	23	gate	gate	VERB
easat-6590	199	24	comprehensive	comprehensive	ADJ
easat-6590	199	25	skill	skill	NOUN
easat-6590	199	26	enhancement	enhancement	NOUN
easat-6590	199	27	in	in	ADP
easat-6590	199	28	vcs	vcs	PROPN
easat-6590	199	29	competencies	competency	NOUN
easat-6590	199	30	,	,	PUNCT
easat-6590	199	31	aligning	align	VERB
easat-6590	199	32	with	with	ADP
easat-6590	199	33	current	current	ADJ
easat-6590	199	34	software	software	NOUN
easat-6590	199	35	engineering	engineering	NOUN
easat-6590	199	36	education	education	NOUN
easat-6590	199	37	trends	trend	NOUN
easat-6590	199	38	.	.	PUNCT
easat-6590	200	1	bonakdarian	bonakdarian	PROPN
easat-6590	201	1	[	[	X
easat-6590	201	2	21	21	NUM
easat-6590	201	3	]	]	PUNCT
easat-6590	201	4	and	and	CCONJ
easat-6590	201	5	case	case	NOUN
easat-6590	201	6	,	,	PUNCT
easat-6590	201	7	et	et	PROPN
easat-6590	201	8	al	al	PROPN
easat-6590	201	9	.	.	PUNCT
easat-6590	202	1	[	[	X
easat-6590	202	2	22	22	NUM
easat-6590	202	3	]	]	PUNCT
easat-6590	202	4	confirmed	confirm	VERB
easat-6590	202	5	that	that	SCONJ
easat-6590	202	6	proficiency	proficiency	NOUN
easat-6590	202	7	in	in	ADP
easat-6590	202	8	core	core	ADJ
easat-6590	202	9	vcs	vcs	PROPN
easat-6590	202	10	operations	operation	NOUN
easat-6590	202	11	,	,	PUNCT
easat-6590	202	12	including	include	VERB
easat-6590	202	13	command	command	NOUN
easat-6590	202	14	-	-	PUNCT
easat-6590	202	15	line	line	NOUN
easat-6590	202	16	interface	interface	NOUN
easat-6590	202	17	usage	usage	NOUN
easat-6590	202	18	,	,	PUNCT
easat-6590	202	19	collaborative	collaborative	ADJ
easat-6590	202	20	platforms	platform	NOUN
easat-6590	202	21	,	,	PUNCT
easat-6590	202	22	and	and	CCONJ
easat-6590	202	23	meaningful	meaningful	ADJ
easat-6590	202	24	commit	commit	NOUN
easat-6590	202	25	messaging	messaging	NOUN
easat-6590	202	26	,	,	PUNCT
easat-6590	202	27	is	be	AUX
easat-6590	202	28	crucial	crucial	ADJ
easat-6590	202	29	for	for	ADP
easat-6590	202	30	preparing	prepare	VERB
easat-6590	202	31	students	student	NOUN
easat-6590	202	32	effectively	effectively	ADV
easat-6590	202	33	for	for	ADP
easat-6590	202	34	modern	modern	ADJ
easat-6590	202	35	software	software	NOUN
easat-6590	202	36	development	development	NOUN
easat-6590	202	37	practices	practice	NOUN
easat-6590	202	38	.	.	PUNCT
easat-6590	203	1	however	however	ADV
easat-6590	203	2	,	,	PUNCT
easat-6590	203	3	the	the	DET
easat-6590	203	4	overall	overall	ADJ
easat-6590	203	5	average	average	ADJ
easat-6590	203	6	pnimodified	pnimodifie	VERB
easat-6590	203	7	value	value	NOUN
easat-6590	203	8	of	of	ADP
easat-6590	203	9	0.39	0.39	NUM
easat-6590	203	10	indicates	indicate	VERB
easat-6590	203	11	substantial	substantial	ADJ
easat-6590	203	12	room	room	NOUN
easat-6590	203	13	for	for	ADP
easat-6590	203	14	improvement	improvement	NOUN
easat-6590	203	15	across	across	ADP
easat-6590	203	16	all	all	DET
easat-6590	203	17	skill	skill	NOUN
easat-6590	203	18	areas	area	NOUN
easat-6590	203	19	,	,	PUNCT
easat-6590	203	20	underscoring	underscore	VERB
easat-6590	203	21	a	a	DET
easat-6590	203	22	critical	critical	ADJ
easat-6590	203	23	need	need	NOUN
easat-6590	203	24	to	to	PART
easat-6590	203	25	integrate	integrate	VERB
easat-6590	203	26	structured	structured	ADJ
easat-6590	203	27	vcs	vcs	PROPN
easat-6590	203	28	education	education	NOUN
easat-6590	203	29	into	into	ADP
easat-6590	203	30	undergraduate	undergraduate	ADJ
easat-6590	203	31	curricula	curricula	NOUN
easat-6590	203	32	.	.	PUNCT
easat-6590	204	1	indeed	indeed	ADV
easat-6590	204	2	,	,	PUNCT
easat-6590	204	3	the	the	DET
easat-6590	204	4	reviewed	review	VERB
easat-6590	204	5	literature	literature	NOUN
easat-6590	204	6	emphasizes	emphasize	VERB
easat-6590	204	7	curriculum	curriculum	NOUN
easat-6590	204	8	integration	integration	NOUN
easat-6590	204	9	and	and	CCONJ
easat-6590	204	10	structured	structured	ADJ
easat-6590	204	11	guidance	guidance	NOUN
easat-6590	204	12	as	as	ADP
easat-6590	204	13	effective	effective	ADJ
easat-6590	204	14	strategies	strategy	NOUN
easat-6590	204	15	to	to	PART
easat-6590	204	16	close	close	VERB
easat-6590	204	17	these	these	DET
easat-6590	204	18	gaps	gap	NOUN
easat-6590	204	19	and	and	CCONJ
easat-6590	204	20	improve	improve	VERB
easat-6590	204	21	professional	professional	ADJ
easat-6590	204	22	readiness	readiness	NOUN
easat-6590	205	1	[	[	X
easat-6590	205	2	22	22	NUM
easat-6590	205	3	,	,	PUNCT
easat-6590	205	4	23	23	NUM
easat-6590	205	5	]	]	PUNCT
easat-6590	205	6	.	.	PUNCT
easat-6590	206	1	the	the	DET
easat-6590	206	2	top	top	ADJ
easat-6590	206	3	three	three	NUM
easat-6590	206	4	priority	priority	NOUN
easat-6590	206	5	skills	skill	NOUN
easat-6590	206	6	identified	identify	VERB
easat-6590	206	7	in	in	ADP
easat-6590	206	8	this	this	DET
easat-6590	206	9	study	study	NOUN
easat-6590	206	10	were	be	AUX
easat-6590	206	11	writing	write	VERB
easat-6590	206	12	effective	effective	ADJ
easat-6590	206	13	commit	commit	VERB
easat-6590	206	14	messages	message	NOUN
easat-6590	206	15	(	(	PUNCT
easat-6590	206	16	sf4	sf4	NOUN
easat-6590	206	17	)	)	PUNCT
easat-6590	206	18	,	,	PUNCT
easat-6590	206	19	detecting	detect	VERB
easat-6590	206	20	and	and	CCONJ
easat-6590	206	21	resolving	resolve	VERB
easat-6590	206	22	errors	error	NOUN
easat-6590	206	23	(	(	PUNCT
easat-6590	206	24	sf7	sf7	NOUN
easat-6590	206	25	)	)	PUNCT
easat-6590	206	26	,	,	PUNCT
easat-6590	206	27	and	and	CCONJ
easat-6590	206	28	tracking	track	VERB
easat-6590	206	29	change	change	NOUN
easat-6590	206	30	history	history	NOUN
easat-6590	206	31	(	(	PUNCT
easat-6590	206	32	sf5	sf5	NOUN
easat-6590	206	33	)	)	PUNCT
easat-6590	206	34	.	.	PUNCT
easat-6590	207	1	the	the	DET
easat-6590	207	2	highest	high	ADJ
easat-6590	207	3	pnimodified	pnimodified	ADJ
easat-6590	207	4	values	value	NOUN
easat-6590	207	5	of	of	ADP
easat-6590	207	6	0.45	0.45	NUM
easat-6590	207	7	for	for	ADP
easat-6590	207	8	commit	commit	NOUN
easat-6590	207	9	messaging	messaging	NOUN
easat-6590	207	10	and	and	CCONJ
easat-6590	207	11	error	error	NOUN
easat-6590	207	12	resolution	resolution	NOUN
easat-6590	207	13	indicate	indicate	VERB
easat-6590	207	14	that	that	SCONJ
easat-6590	207	15	these	these	DET
easat-6590	207	16	advanced	advanced	ADJ
easat-6590	207	17	skills	skill	NOUN
easat-6590	207	18	are	be	AUX
easat-6590	207	19	notably	notably	ADV
easat-6590	207	20	lacking	lack	VERB
easat-6590	207	21	among	among	ADP
easat-6590	207	22	students	student	NOUN
easat-6590	207	23	.	.	PUNCT
easat-6590	208	1	this	this	DET
easat-6590	208	2	outcome	outcome	NOUN
easat-6590	208	3	aligns	align	VERB
easat-6590	208	4	closely	closely	ADV
easat-6590	208	5	with	with	ADP
easat-6590	208	6	lopes	lopes	PROPN
easat-6590	208	7	[	[	X
easat-6590	208	8	24	24	NUM
easat-6590	208	9	]	]	PUNCT
easat-6590	208	10	and	and	CCONJ
easat-6590	208	11	tian	tian	PROPN
easat-6590	208	12	,	,	PUNCT
easat-6590	208	13	et	et	PROPN
easat-6590	208	14	al	al	PROPN
easat-6590	208	15	.	.	PUNCT
easat-6590	209	1	[	[	X
easat-6590	209	2	25	25	NUM
easat-6590	209	3	]	]	PUNCT
easat-6590	209	4	research	research	NOUN
easat-6590	209	5	,	,	PUNCT
easat-6590	209	6	emphasizing	emphasize	VERB
easat-6590	209	7	that	that	SCONJ
easat-6590	209	8	structured	structured	ADJ
easat-6590	209	9	guidance	guidance	NOUN
easat-6590	209	10	and	and	CCONJ
easat-6590	209	11	specific	specific	ADJ
easat-6590	209	12	training	training	NOUN
easat-6590	209	13	on	on	ADP
easat-6590	209	14	crafting	craft	VERB
easat-6590	209	15	clear	clear	ADJ
easat-6590	209	16	and	and	CCONJ
easat-6590	209	17	informative	informative	ADJ
easat-6590	209	18	commit	commit	VERB
easat-6590	209	19	messages	message	NOUN
easat-6590	209	20	significantly	significantly	ADV
easat-6590	209	21	improve	improve	VERB
easat-6590	209	22	code	code	NOUN
easat-6590	209	23	readability	readability	NOUN
easat-6590	209	24	and	and	CCONJ
easat-6590	209	25	facilitate	facilitate	NOUN
easat-6590	209	26	collaboration	collaboration	NOUN
easat-6590	209	27	.	.	PUNCT
easat-6590	210	1	additionally	additionally	ADV
easat-6590	210	2	,	,	PUNCT
easat-6590	210	3	berg	berg	PROPN
easat-6590	210	4	,	,	PUNCT
easat-6590	210	5	et	et	PROPN
easat-6590	210	6	al	al	PROPN
easat-6590	210	7	.	.	PUNCT
easat-6590	211	1	[	[	X
easat-6590	211	2	26	26	NUM
easat-6590	211	3	]	]	AUX
easat-6590	211	4	suggest	suggest	VERB
easat-6590	211	5	a	a	DET
easat-6590	211	6	scaffolding	scaffolding	NOUN
easat-6590	211	7	approach	approach	NOUN
easat-6590	211	8	,	,	PUNCT
easat-6590	211	9	introducing	introduce	VERB
easat-6590	211	10	commit	commit	VERB
easat-6590	211	11	message	message	NOUN
easat-6590	211	12	skills	skill	NOUN
easat-6590	211	13	incrementally	incrementally	ADV
easat-6590	211	14	through	through	ADP
easat-6590	211	15	structured	structured	ADJ
easat-6590	211	16	assignments	assignment	NOUN
easat-6590	211	17	,	,	PUNCT
easat-6590	211	18	effectively	effectively	ADV
easat-6590	211	19	building	build	VERB
easat-6590	211	20	these	these	DET
easat-6590	211	21	competencies	competency	NOUN
easat-6590	211	22	systematically	systematically	ADV
easat-6590	211	23	.	.	PUNCT
easat-6590	212	1	error	error	NOUN
easat-6590	212	2	detection	detection	NOUN
easat-6590	212	3	and	and	CCONJ
easat-6590	212	4	resolution	resolution	NOUN
easat-6590	212	5	skills	skill	NOUN
easat-6590	212	6	,	,	PUNCT
easat-6590	212	7	equally	equally	ADV
easat-6590	212	8	critical	critical	ADJ
easat-6590	212	9	and	and	CCONJ
easat-6590	212	10	prioritized	prioritize	VERB
easat-6590	212	11	highly	highly	ADV
easat-6590	212	12	by	by	ADP
easat-6590	212	13	stakeholders	stakeholder	NOUN
easat-6590	212	14	,	,	PUNCT
easat-6590	212	15	underline	underline	ADJ
easat-6590	212	16	students	student	NOUN
easat-6590	212	17	'	'	PART
easat-6590	212	18	struggles	struggle	NOUN
easat-6590	212	19	with	with	ADP
easat-6590	212	20	debugging	debugging	NOUN
easat-6590	212	21	and	and	CCONJ
easat-6590	212	22	resolving	resolve	VERB
easat-6590	212	23	version	version	NOUN
easat-6590	212	24	control	control	NOUN
easat-6590	212	25	conflicts	conflict	NOUN
easat-6590	212	26	—	—	PUNCT
easat-6590	212	27	skills	skill	NOUN
easat-6590	212	28	essential	essential	ADJ
easat-6590	212	29	for	for	ADP
easat-6590	212	30	agile	agile	ADJ
easat-6590	212	31	and	and	CCONJ
easat-6590	212	32	devops	devop	NOUN
easat-6590	212	33	environments	environment	NOUN
easat-6590	212	34	.	.	PUNCT
easat-6590	213	1	this	this	DET
easat-6590	213	2	result	result	NOUN
easat-6590	213	3	is	be	AUX
easat-6590	213	4	consistent	consistent	ADJ
easat-6590	213	5	with	with	ADP
easat-6590	213	6	literature	literature	NOUN
easat-6590	213	7	emphasizing	emphasize	VERB
easat-6590	213	8	real	real	ADJ
easat-6590	213	9	-	-	PUNCT
easat-6590	213	10	world	world	NOUN
easat-6590	213	11	problem	problem	NOUN
easat-6590	213	12	-	-	PUNCT
easat-6590	213	13	solving	solve	VERB
easat-6590	213	14	scenarios	scenario	NOUN
easat-6590	213	15	and	and	CCONJ
easat-6590	213	16	practical	practical	ADJ
easat-6590	213	17	conflict	conflict	NOUN
easat-6590	213	18	-	-	PUNCT
easat-6590	213	19	resolution	resolution	NOUN
easat-6590	213	20	training	training	NOUN
easat-6590	213	21	within	within	ADP
easat-6590	213	22	educational	educational	ADJ
easat-6590	213	23	frameworks	framework	NOUN
easat-6590	213	24	[	[	X
easat-6590	213	25	27	27	NUM
easat-6590	213	26	,	,	PUNCT
easat-6590	213	27	28	28	NUM
easat-6590	213	28	]	]	PUNCT
easat-6590	213	29	.	.	PUNCT
easat-6590	214	1	tracking	track	VERB
easat-6590	214	2	change	change	NOUN
easat-6590	214	3	history	history	NOUN
easat-6590	214	4	was	be	AUX
easat-6590	214	5	the	the	DET
easat-6590	214	6	third	third	ADV
easat-6590	214	7	-	-	PUNCT
easat-6590	214	8	highest	high	ADJ
easat-6590	214	9	priority	priority	NOUN
easat-6590	214	10	identified	identify	VERB
easat-6590	214	11	,	,	PUNCT
easat-6590	214	12	reflecting	reflect	VERB
easat-6590	214	13	stakeholders	stakeholder	NOUN
easat-6590	214	14	'	'	PART
easat-6590	214	15	perceptions	perception	NOUN
easat-6590	214	16	that	that	PRON
easat-6590	214	17	students	student	NOUN
easat-6590	214	18	often	often	ADV
easat-6590	214	19	neglect	neglect	VERB
easat-6590	214	20	the	the	DET
easat-6590	214	21	detailed	detailed	ADJ
easat-6590	214	22	examination	examination	NOUN
easat-6590	214	23	of	of	ADP
easat-6590	214	24	code	code	NOUN
easat-6590	214	25	evolution	evolution	NOUN
easat-6590	214	26	—	—	PUNCT
easat-6590	214	27	which	which	PRON
easat-6590	214	28	is	be	AUX
easat-6590	214	29	essential	essential	ADJ
easat-6590	214	30	for	for	ADP
easat-6590	214	31	understanding	understand	VERB
easat-6590	214	32	development	development	NOUN
easat-6590	214	33	processes	process	NOUN
easat-6590	214	34	and	and	CCONJ
easat-6590	214	35	collaborative	collaborative	ADJ
easat-6590	214	36	work	work	NOUN
easat-6590	214	37	[	[	X
easat-6590	214	38	28	28	NUM
easat-6590	214	39	,	,	PUNCT
easat-6590	214	40	29	29	NUM
easat-6590	214	41	]	]	PUNCT
easat-6590	214	42	highlight	highlight	VERB
easat-6590	214	43	that	that	SCONJ
easat-6590	214	44	mastering	master	VERB
easat-6590	214	45	change	change	NOUN
easat-6590	214	46	tracking	tracking	NOUN
easat-6590	214	47	is	be	AUX
easat-6590	214	48	fundamental	fundamental	ADJ
easat-6590	214	49	for	for	ADP
easat-6590	214	50	transparency	transparency	NOUN
easat-6590	214	51	,	,	PUNCT
easat-6590	214	52	reproducibility	reproducibility	NOUN
easat-6590	214	53	,	,	PUNCT
easat-6590	214	54	and	and	CCONJ
easat-6590	214	55	efficient	efficient	ADJ
easat-6590	214	56	collaboration	collaboration	NOUN
easat-6590	214	57	in	in	ADP
easat-6590	214	58	software	software	NOUN
easat-6590	214	59	projects	project	NOUN
easat-6590	214	60	.	.	PUNCT
easat-6590	215	1	these	these	DET
easat-6590	215	2	findings	finding	NOUN
easat-6590	215	3	strongly	strongly	ADV
easat-6590	215	4	advocate	advocate	VERB
easat-6590	215	5	for	for	ADP
easat-6590	215	6	a	a	DET
easat-6590	215	7	targeted	target	VERB
easat-6590	215	8	curriculum	curriculum	NOUN
easat-6590	215	9	reform	reform	NOUN
easat-6590	215	10	incorporating	incorporate	VERB
easat-6590	215	11	structured	structured	ADJ
easat-6590	215	12	teaching	teaching	NOUN
easat-6590	215	13	approaches	approach	NOUN
easat-6590	215	14	,	,	PUNCT
easat-6590	215	15	early	early	ADJ
easat-6590	215	16	exposure	exposure	NOUN
easat-6590	215	17	to	to	ADP
easat-6590	215	18	distributed	distribute	VERB
easat-6590	215	19	version	version	NOUN
easat-6590	215	20	control	control	NOUN
easat-6590	215	21	concepts	concept	NOUN
easat-6590	215	22	,	,	PUNCT
easat-6590	215	23	and	and	CCONJ
easat-6590	215	24	practical	practical	ADJ
easat-6590	215	25	application	application	NOUN
easat-6590	215	26	in	in	ADP
easat-6590	215	27	collaborative	collaborative	ADJ
easat-6590	215	28	environments	environment	NOUN
easat-6590	215	29	.	.	PUNCT
easat-6590	216	1	such	such	ADJ
easat-6590	216	2	measures	measure	NOUN
easat-6590	216	3	can	can	AUX
easat-6590	216	4	significantly	significantly	ADV
easat-6590	216	5	improve	improve	VERB
easat-6590	216	6	student	student	NOUN
easat-6590	216	7	preparedness	preparedness	NOUN
easat-6590	216	8	in	in	ADP
easat-6590	216	9	essential	essential	ADJ
easat-6590	216	10	vcs	vcs	PROPN
easat-6590	216	11	competencies	competency	NOUN
easat-6590	216	12	,	,	PUNCT
easat-6590	216	13	narrowing	narrow	VERB
easat-6590	216	14	the	the	DET
easat-6590	216	15	gap	gap	NOUN
easat-6590	216	16	between	between	ADP
easat-6590	216	17	academia	academia	NOUN
easat-6590	216	18	and	and	CCONJ
easat-6590	216	19	industry	industry	NOUN
easat-6590	216	20	expectations	expectation	NOUN
easat-6590	216	21	.	.	PUNCT
easat-6590	217	1	consequently	consequently	ADV
easat-6590	217	2	,	,	PUNCT
easat-6590	217	3	developing	develop	VERB
easat-6590	217	4	a	a	DET
easat-6590	217	5	comprehensive	comprehensive	ADJ
easat-6590	217	6	training	training	NOUN
easat-6590	217	7	curriculum	curriculum	NOUN
easat-6590	217	8	incorporating	incorporate	VERB
easat-6590	217	9	blended	blend	VERB
easat-6590	217	10	learning	learning	NOUN
easat-6590	217	11	approaches	approach	NOUN
easat-6590	217	12	,	,	PUNCT
easat-6590	217	13	hands	hand	NOUN
easat-6590	217	14	-	-	PUNCT
easat-6590	217	15	on	on	ADP
easat-6590	217	16	problem	problem	NOUN
easat-6590	217	17	-	-	PUNCT
easat-6590	217	18	based	base	VERB
easat-6590	217	19	learning	learning	NOUN
easat-6590	217	20	scenarios	scenario	NOUN
easat-6590	217	21	,	,	PUNCT
easat-6590	217	22	and	and	CCONJ
easat-6590	217	23	integrating	integrate	VERB
easat-6590	217	24	advanced	advanced	ADJ
easat-6590	217	25	ai	ai	NOUN
easat-6590	217	26	-	-	PUNCT
easat-6590	217	27	supported	support	VERB
easat-6590	217	28	tools	tool	NOUN
easat-6590	217	29	(	(	PUNCT
easat-6590	217	30	such	such	ADJ
easat-6590	217	31	as	as	ADP
easat-6590	217	32	github	github	PROPN
easat-6590	217	33	copilot	copilot	NOUN
easat-6590	217	34	and	and	CCONJ
easat-6590	217	35	commitbert	commitbert	NOUN
easat-6590	217	36	)	)	PUNCT
easat-6590	217	37	could	could	AUX
easat-6590	217	38	further	far	ADV
easat-6590	217	39	enhance	enhance	VERB
easat-6590	217	40	student	student	NOUN
easat-6590	217	41	engagement	engagement	NOUN
easat-6590	217	42	and	and	CCONJ
easat-6590	217	43	mastery	mastery	NOUN
easat-6590	217	44	of	of	ADP
easat-6590	217	45	critical	critical	ADJ
easat-6590	217	46	vcs	vcs	NOUN
easat-6590	217	47	skills	skill	NOUN
easat-6590	217	48	.	.	PUNCT
easat-6590	218	1	5	5	X
easat-6590	218	2	.	.	X
easat-6590	218	3	suggestions	suggestion	NOUN
easat-6590	218	4	based	base	VERB
easat-6590	218	5	on	on	ADP
easat-6590	218	6	the	the	DET
easat-6590	218	7	findings	finding	NOUN
easat-6590	218	8	of	of	ADP
easat-6590	218	9	this	this	DET
easat-6590	218	10	needs	need	NOUN
easat-6590	218	11	assessment	assessment	NOUN
easat-6590	218	12	,	,	PUNCT
easat-6590	218	13	the	the	DET
easat-6590	218	14	following	follow	VERB
easat-6590	218	15	recommendations	recommendation	NOUN
easat-6590	218	16	are	be	AUX
easat-6590	218	17	proposed	propose	VERB
easat-6590	218	18	:	:	PUNCT
easat-6590	218	19	adopting	adopt	VERB
easat-6590	218	20	blended	blended	ADJ
easat-6590	218	21	learning	learning	NOUN
easat-6590	218	22	and	and	CCONJ
easat-6590	218	23	problem	problem	NOUN
easat-6590	218	24	-	-	PUNCT
easat-6590	218	25	based	base	VERB
easat-6590	218	26	learning	learning	NOUN
easat-6590	218	27	(	(	PUNCT
easat-6590	218	28	pbl	pbl	PROPN
easat-6590	218	29	)	)	PUNCT
easat-6590	218	30	approaches	approach	NOUN
easat-6590	218	31	can	can	AUX
easat-6590	218	32	provide	provide	VERB
easat-6590	218	33	a	a	DET
easat-6590	218	34	more	more	ADV
easat-6590	218	35	flexible	flexible	ADJ
easat-6590	218	36	and	and	CCONJ
easat-6590	218	37	engaging	engaging	ADJ
easat-6590	218	38	instructional	instructional	ADJ
easat-6590	218	39	model	model	NOUN
easat-6590	218	40	.	.	PUNCT
easat-6590	219	1	blended	blend	VERB
easat-6590	219	2	learning	learning	NOUN
easat-6590	219	3	allows	allow	VERB
easat-6590	219	4	for	for	ADP
easat-6590	219	5	a	a	DET
easat-6590	219	6	combination	combination	NOUN
easat-6590	219	7	of	of	ADP
easat-6590	219	8	self	self	NOUN
easat-6590	219	9	-	-	PUNCT
easat-6590	219	10	paced	pace	VERB
easat-6590	219	11	online	online	ADJ
easat-6590	219	12	tutorials	tutorial	NOUN
easat-6590	219	13	and	and	CCONJ
easat-6590	219	14	face	face	NOUN
easat-6590	219	15	-	-	PUNCT
easat-6590	219	16	to	to	ADP
easat-6590	219	17	-	-	PUNCT
easat-6590	219	18	face	face	NOUN
easat-6590	219	19	guidance	guidance	NOUN
easat-6590	219	20	,	,	PUNCT
easat-6590	219	21	which	which	PRON
easat-6590	219	22	is	be	AUX
easat-6590	219	23	especially	especially	ADV
easat-6590	219	24	effective	effective	ADJ
easat-6590	219	25	for	for	ADP
easat-6590	219	26	technical	technical	ADJ
easat-6590	219	27	subjects	subject	NOUN
easat-6590	219	28	like	like	ADP
easat-6590	219	29	vcs	vcs	PROPN
easat-6590	219	30	.	.	PUNCT
easat-6590	220	1	meanwhile	meanwhile	ADV
easat-6590	220	2	,	,	PUNCT
easat-6590	220	3	pbl	pbl	PROPN
easat-6590	220	4	promotes	promote	VERB
easat-6590	220	5	critical	critical	ADJ
easat-6590	220	6	thinking	thinking	NOUN
easat-6590	220	7	and	and	CCONJ
easat-6590	220	8	collaboration	collaboration	NOUN
easat-6590	220	9	by	by	ADP
easat-6590	220	10	engaging	engage	VERB
easat-6590	220	11	students	student	NOUN
easat-6590	220	12	in	in	ADP
easat-6590	220	13	solving	solve	VERB
easat-6590	220	14	realworld	realworld	PROPN
easat-6590	220	15	problems	problem	NOUN
easat-6590	220	16	using	use	VERB
easat-6590	220	17	version	version	NOUN
easat-6590	220	18	control	control	NOUN
easat-6590	220	19	tools	tool	NOUN
easat-6590	220	20	.	.	PUNCT
easat-6590	221	1	these	these	DET
easat-6590	221	2	pedagogical	pedagogical	ADJ
easat-6590	221	3	strategies	strategy	NOUN
easat-6590	221	4	can	can	AUX
easat-6590	221	5	help	help	VERB
easat-6590	221	6	bridge	bridge	VERB
easat-6590	221	7	the	the	DET
easat-6590	221	8	gap	gap	NOUN
easat-6590	221	9	between	between	ADP
easat-6590	221	10	theoretical	theoretical	ADJ
easat-6590	221	11	instruction	instruction	NOUN
easat-6590	221	12	and	and	CCONJ
easat-6590	221	13	practical	practical	ADJ
easat-6590	221	14	application	application	NOUN
easat-6590	221	15	,	,	PUNCT
easat-6590	221	16	addressing	address	VERB
easat-6590	221	17	the	the	DET
easat-6590	221	18	challenges	challenge	NOUN
easat-6590	221	19	students	student	NOUN
easat-6590	221	20	and	and	CCONJ
easat-6590	221	21	educators	educator	NOUN
easat-6590	221	22	report	report	VERB
easat-6590	221	23	.	.	PUNCT
easat-6590	222	1	integrating	integrate	VERB
easat-6590	222	2	generative	generative	ADJ
easat-6590	222	3	ai	ai	PROPN
easat-6590	222	4	technologies	technology	NOUN
easat-6590	222	5	—	—	PUNCT
easat-6590	222	6	such	such	ADJ
easat-6590	222	7	as	as	ADP
easat-6590	222	8	github	github	PROPN
easat-6590	222	9	copilot	copilot	NOUN
easat-6590	222	10	and	and	CCONJ
easat-6590	222	11	chatgpt	chatgpt	NOUN
easat-6590	222	12	—	—	PUNCT
easat-6590	222	13	can	can	AUX
easat-6590	222	14	serve	serve	VERB
easat-6590	222	15	as	as	ADP
easat-6590	222	16	intelligent	intelligent	ADJ
easat-6590	222	17	learning	learning	NOUN
easat-6590	222	18	assistants	assistant	NOUN
easat-6590	222	19	within	within	ADP
easat-6590	222	20	the	the	DET
easat-6590	222	21	version	version	NOUN
easat-6590	222	22	control	control	NOUN
easat-6590	222	23	learning	learn	VERB
easat-6590	222	24	environment	environment	NOUN
easat-6590	222	25	.	.	PUNCT
easat-6590	223	1	these	these	DET
easat-6590	223	2	tools	tool	NOUN
easat-6590	223	3	can	can	AUX
easat-6590	223	4	offer	offer	VERB
easat-6590	223	5	real	real	ADJ
easat-6590	223	6	-	-	PUNCT
easat-6590	223	7	time	time	NOUN
easat-6590	223	8	suggestions	suggestion	NOUN
easat-6590	223	9	for	for	ADP
easat-6590	223	10	commit	commit	VERB
easat-6590	223	11	messages	message	NOUN
easat-6590	223	12	,	,	PUNCT
easat-6590	223	13	explain	explain	VERB
easat-6590	223	14	vcs	vcs	PROPN
easat-6590	223	15	commands	command	VERB
easat-6590	223	16	,	,	PUNCT
easat-6590	223	17	and	and	CCONJ
easat-6590	223	18	help	help	VERB
easat-6590	223	19	debug	debug	VERB
easat-6590	223	20	version	version	NOUN
easat-6590	223	21	control	control	NOUN
easat-6590	223	22	issues	issue	NOUN
easat-6590	223	23	,	,	PUNCT
easat-6590	223	24	making	make	VERB
easat-6590	223	25	learning	learn	VERB
easat-6590	223	26	more	more	ADV
easat-6590	223	27	efficient	efficient	ADJ
easat-6590	223	28	and	and	CCONJ
easat-6590	223	29	personalized	personalize	VERB
easat-6590	223	30	.	.	PUNCT
easat-6590	224	1	leveraging	leverage	VERB
easat-6590	224	2	ai	ai	VERB
easat-6590	224	3	in	in	ADP
easat-6590	224	4	this	this	DET
easat-6590	224	5	way	way	NOUN
easat-6590	224	6	can	can	AUX
easat-6590	224	7	reduce	reduce	VERB
easat-6590	224	8	students	student	NOUN
easat-6590	224	9	’	’	PART
easat-6590	224	10	2512	2512	NUM
easat-6590	224	11	edelweiss	edelweiss	PROPN
easat-6590	224	12	applied	apply	VERB
easat-6590	224	13	science	science	NOUN
easat-6590	224	14	and	and	CCONJ
easat-6590	224	15	technology	technology	NOUN
easat-6590	224	16	issn	issn	PROPN
easat-6590	224	17	:	:	PUNCT
easat-6590	224	18	2576	2576	NUM
easat-6590	224	19	-	-	SYM
easat-6590	224	20	8484	8484	NUM
easat-6590	224	21	vol	vol	NOUN
easat-6590	224	22	.	.	PROPN
easat-6590	225	1	9	9	NUM
easat-6590	225	2	,	,	PUNCT
easat-6590	225	3	no	no	INTJ
easat-6590	225	4	.	.	NOUN
easat-6590	225	5	4	4	NUM
easat-6590	225	6	:	:	SYM
easat-6590	225	7	2502	2502	NUM
easat-6590	225	8	-	-	SYM
easat-6590	225	9	2514	2514	NUM
easat-6590	225	10	,	,	PUNCT
easat-6590	225	11	2025	2025	NUM
easat-6590	225	12	doi	doi	NOUN
easat-6590	225	13	:	:	PUNCT
easat-6590	225	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	225	15	©	©	PROPN
easat-6590	225	16	2025	2025	NUM
easat-6590	225	17	by	by	ADP
easat-6590	225	18	the	the	DET
easat-6590	225	19	authors	author	NOUN
easat-6590	225	20	;	;	PUNCT
easat-6590	225	21	licensee	licensee	PROPN
easat-6590	225	22	learning	learn	VERB
easat-6590	225	23	gate	gate	PROPN
easat-6590	225	24	cognitive	cognitive	ADJ
easat-6590	225	25	load	load	NOUN
easat-6590	225	26	,	,	PUNCT
easat-6590	225	27	increase	increase	VERB
easat-6590	225	28	learning	learn	VERB
easat-6590	225	29	motivation	motivation	NOUN
easat-6590	225	30	,	,	PUNCT
easat-6590	225	31	and	and	CCONJ
easat-6590	225	32	support	support	VERB
easat-6590	225	33	the	the	DET
easat-6590	225	34	development	development	NOUN
easat-6590	225	35	of	of	ADP
easat-6590	225	36	a	a	DET
easat-6590	225	37	deeper	deep	ADJ
easat-6590	225	38	understanding	understanding	NOUN
easat-6590	225	39	of	of	ADP
easat-6590	225	40	complex	complex	ADJ
easat-6590	225	41	tasks	task	NOUN
easat-6590	225	42	.	.	PUNCT
easat-6590	226	1	lastly	lastly	ADV
easat-6590	226	2	,	,	PUNCT
easat-6590	226	3	it	it	PRON
easat-6590	226	4	instructors	instructor	NOUN
easat-6590	226	5	and	and	CCONJ
easat-6590	226	6	entrepreneurs	entrepreneur	NOUN
easat-6590	226	7	should	should	AUX
easat-6590	226	8	continue	continue	VERB
easat-6590	226	9	collaborating	collaborate	VERB
easat-6590	226	10	in	in	ADP
easat-6590	226	11	designing	design	VERB
easat-6590	226	12	and	and	CCONJ
easat-6590	226	13	delivering	deliver	VERB
easat-6590	226	14	training	training	NOUN
easat-6590	226	15	modules	module	NOUN
easat-6590	226	16	to	to	PART
easat-6590	226	17	ensure	ensure	VERB
easat-6590	226	18	the	the	DET
easat-6590	226	19	curriculum	curriculum	NOUN
easat-6590	226	20	remains	remain	VERB
easat-6590	226	21	aligned	align	VERB
easat-6590	226	22	with	with	ADP
easat-6590	226	23	current	current	ADJ
easat-6590	226	24	industry	industry	NOUN
easat-6590	226	25	needs	need	NOUN
easat-6590	226	26	.	.	PUNCT
easat-6590	227	1	6	6	X
easat-6590	227	2	.	.	X
easat-6590	227	3	conclusion	conclusion	NOUN
easat-6590	227	4	this	this	DET
easat-6590	227	5	study	study	NOUN
easat-6590	227	6	conducted	conduct	VERB
easat-6590	227	7	a	a	DET
easat-6590	227	8	systematic	systematic	ADJ
easat-6590	227	9	needs	need	NOUN
easat-6590	227	10	assessment	assessment	NOUN
easat-6590	227	11	of	of	ADP
easat-6590	227	12	git	git	NOUN
easat-6590	227	13	-	-	PUNCT
easat-6590	227	14	based	base	VERB
easat-6590	227	15	version	version	NOUN
easat-6590	227	16	control	control	NOUN
easat-6590	227	17	system	system	NOUN
easat-6590	227	18	(	(	PUNCT
easat-6590	227	19	vcs	vcs	NOUN
easat-6590	227	20	)	)	PUNCT
easat-6590	227	21	skills	skill	NOUN
easat-6590	227	22	among	among	ADP
easat-6590	227	23	undergraduate	undergraduate	NOUN
easat-6590	227	24	it	it	PRON
easat-6590	227	25	students	student	NOUN
easat-6590	227	26	,	,	PUNCT
easat-6590	227	27	as	as	SCONJ
easat-6590	227	28	perceived	perceive	VERB
easat-6590	227	29	by	by	ADP
easat-6590	227	30	it	it	PRON
easat-6590	227	31	instructors	instructor	NOUN
easat-6590	227	32	and	and	CCONJ
easat-6590	227	33	it	it	PRON
easat-6590	227	34	entrepreneurs	entrepreneur	NOUN
easat-6590	227	35	.	.	PUNCT
easat-6590	228	1	the	the	DET
easat-6590	228	2	results	result	NOUN
easat-6590	228	3	revealed	reveal	VERB
easat-6590	228	4	significant	significant	ADJ
easat-6590	228	5	skill	skill	NOUN
easat-6590	228	6	gaps	gap	NOUN
easat-6590	228	7	in	in	ADP
easat-6590	228	8	all	all	DET
easat-6590	228	9	seven	seven	NUM
easat-6590	228	10	core	core	NOUN
easat-6590	228	11	vcs	vcs	NOUN
easat-6590	228	12	areas	area	NOUN
easat-6590	228	13	,	,	PUNCT
easat-6590	228	14	particularly	particularly	ADV
easat-6590	228	15	in	in	ADP
easat-6590	228	16	commit	commit	ADJ
easat-6590	228	17	messaging	messaging	NOUN
easat-6590	228	18	,	,	PUNCT
easat-6590	228	19	error	error	NOUN
easat-6590	228	20	resolution	resolution	NOUN
easat-6590	228	21	,	,	PUNCT
easat-6590	228	22	and	and	CCONJ
easat-6590	228	23	collaborative	collaborative	ADJ
easat-6590	228	24	repository	repository	NOUN
easat-6590	228	25	management	management	NOUN
easat-6590	228	26	.	.	PUNCT
easat-6590	229	1	the	the	DET
easat-6590	229	2	study	study	NOUN
easat-6590	229	3	identified	identify	VERB
easat-6590	229	4	critical	critical	ADJ
easat-6590	229	5	priorities	priority	NOUN
easat-6590	229	6	for	for	ADP
easat-6590	229	7	curriculum	curriculum	NOUN
easat-6590	229	8	enhancement	enhancement	NOUN
easat-6590	229	9	using	use	VERB
easat-6590	229	10	the	the	DET
easat-6590	229	11	priority	priority	NOUN
easat-6590	229	12	needs	need	NOUN
easat-6590	229	13	index	index	NOUN
easat-6590	229	14	(	(	PUNCT
easat-6590	229	15	pnimodified	pnimodifie	VERB
easat-6590	229	16	)	)	PUNCT
easat-6590	229	17	and	and	CCONJ
easat-6590	229	18	paired	pair	VERB
easat-6590	229	19	-	-	PUNCT
easat-6590	229	20	sample	sample	NOUN
easat-6590	229	21	t	t	NOUN
easat-6590	229	22	-	-	PUNCT
easat-6590	229	23	tests	test	NOUN
easat-6590	229	24	.	.	PUNCT
easat-6590	230	1	the	the	DET
easat-6590	230	2	consistency	consistency	NOUN
easat-6590	230	3	of	of	ADP
easat-6590	230	4	stakeholder	stakeholder	NOUN
easat-6590	230	5	feedback	feedback	NOUN
easat-6590	230	6	confirms	confirm	VERB
easat-6590	230	7	the	the	DET
easat-6590	230	8	urgent	urgent	ADJ
easat-6590	230	9	need	need	NOUN
easat-6590	230	10	to	to	PART
easat-6590	230	11	redesign	redesign	VERB
easat-6590	230	12	existing	exist	VERB
easat-6590	230	13	instructional	instructional	ADJ
easat-6590	230	14	practices	practice	NOUN
easat-6590	230	15	in	in	ADP
easat-6590	230	16	vcs	vcs	PROPN
easat-6590	230	17	education	education	NOUN
easat-6590	230	18	.	.	PUNCT
easat-6590	231	1	as	as	ADP
easat-6590	231	2	a	a	DET
easat-6590	231	3	result	result	NOUN
easat-6590	231	4	,	,	PUNCT
easat-6590	231	5	the	the	DET
easat-6590	231	6	next	next	ADJ
easat-6590	231	7	phase	phase	NOUN
easat-6590	231	8	of	of	ADP
easat-6590	231	9	this	this	DET
easat-6590	231	10	research	research	NOUN
easat-6590	231	11	will	will	AUX
easat-6590	231	12	focus	focus	VERB
easat-6590	231	13	on	on	ADP
easat-6590	231	14	the	the	DET
easat-6590	231	15	development	development	NOUN
easat-6590	231	16	of	of	ADP
easat-6590	231	17	a	a	DET
easat-6590	231	18	training	training	NOUN
easat-6590	231	19	curriculum	curriculum	NOUN
easat-6590	231	20	aimed	aim	VERB
easat-6590	231	21	at	at	ADP
easat-6590	231	22	enhancing	enhance	VERB
easat-6590	231	23	version	version	NOUN
easat-6590	231	24	control	control	NOUN
easat-6590	231	25	system	system	NOUN
easat-6590	231	26	skills	skill	VERB
easat-6590	231	27	through	through	ADP
easat-6590	231	28	blended	blend	VERB
easat-6590	231	29	learning	learning	NOUN
easat-6590	231	30	and	and	CCONJ
easat-6590	231	31	problem	problem	NOUN
easat-6590	231	32	-	-	PUNCT
easat-6590	231	33	based	base	VERB
easat-6590	231	34	learning	learning	NOUN
easat-6590	231	35	(	(	PUNCT
easat-6590	231	36	pbl	pbl	NOUN
easat-6590	231	37	)	)	PUNCT
easat-6590	231	38	methodologies	methodology	NOUN
easat-6590	231	39	,	,	PUNCT
easat-6590	231	40	augmented	augment	VERB
easat-6590	231	41	with	with	ADP
easat-6590	231	42	generative	generative	ADJ
easat-6590	231	43	ai	ai	PROPN
easat-6590	231	44	technologies	technology	NOUN
easat-6590	231	45	.	.	PUNCT
easat-6590	232	1	this	this	DET
easat-6590	232	2	futureoriented	futureoriented	ADJ
easat-6590	232	3	curriculum	curriculum	NOUN
easat-6590	232	4	aims	aim	VERB
easat-6590	232	5	to	to	PART
easat-6590	232	6	bridge	bridge	VERB
easat-6590	232	7	the	the	DET
easat-6590	232	8	academic	academic	ADJ
easat-6590	232	9	-	-	PUNCT
easat-6590	232	10	industry	industry	NOUN
easat-6590	232	11	gap	gap	NOUN
easat-6590	232	12	and	and	CCONJ
easat-6590	232	13	empower	empower	NOUN
easat-6590	232	14	it	it	PRON
easat-6590	232	15	graduates	graduate	VERB
easat-6590	232	16	with	with	ADP
easat-6590	232	17	the	the	DET
easat-6590	232	18	practical	practical	ADJ
easat-6590	232	19	,	,	PUNCT
easat-6590	232	20	collaborative	collaborative	ADJ
easat-6590	232	21	,	,	PUNCT
easat-6590	232	22	and	and	CCONJ
easat-6590	232	23	adaptive	adaptive	ADJ
easat-6590	232	24	skills	skill	NOUN
easat-6590	232	25	required	require	VERB
easat-6590	232	26	in	in	ADP
easat-6590	232	27	modern	modern	ADJ
easat-6590	232	28	software	software	NOUN
easat-6590	232	29	development	development	NOUN
easat-6590	232	30	environments	environment	NOUN
easat-6590	232	31	.	.	PUNCT
easat-6590	233	1	transparency	transparency	NOUN
easat-6590	233	2	:	:	PUNCT
easat-6590	233	3	the	the	DET
easat-6590	233	4	authors	author	NOUN
easat-6590	233	5	confirm	confirm	VERB
easat-6590	233	6	that	that	SCONJ
easat-6590	233	7	the	the	DET
easat-6590	233	8	manuscript	manuscript	NOUN
easat-6590	233	9	is	be	AUX
easat-6590	233	10	an	an	DET
easat-6590	233	11	honest	honest	ADJ
easat-6590	233	12	,	,	PUNCT
easat-6590	233	13	accurate	accurate	ADJ
easat-6590	233	14	,	,	PUNCT
easat-6590	233	15	and	and	CCONJ
easat-6590	233	16	transparent	transparent	ADJ
easat-6590	233	17	account	account	NOUN
easat-6590	233	18	of	of	ADP
easat-6590	233	19	the	the	DET
easat-6590	233	20	study	study	NOUN
easat-6590	233	21	;	;	PUNCT
easat-6590	233	22	that	that	SCONJ
easat-6590	233	23	no	no	DET
easat-6590	233	24	vital	vital	ADJ
easat-6590	233	25	features	feature	NOUN
easat-6590	233	26	of	of	ADP
easat-6590	233	27	the	the	DET
easat-6590	233	28	study	study	NOUN
easat-6590	233	29	have	have	AUX
easat-6590	233	30	been	be	AUX
easat-6590	233	31	omitted	omit	VERB
easat-6590	233	32	;	;	PUNCT
easat-6590	233	33	and	and	CCONJ
easat-6590	233	34	that	that	SCONJ
easat-6590	233	35	any	any	DET
easat-6590	233	36	discrepancies	discrepancy	NOUN
easat-6590	233	37	from	from	ADP
easat-6590	233	38	the	the	DET
easat-6590	233	39	study	study	NOUN
easat-6590	233	40	as	as	SCONJ
easat-6590	233	41	planned	plan	VERB
easat-6590	233	42	have	have	AUX
easat-6590	233	43	been	be	AUX
easat-6590	233	44	explained	explain	VERB
easat-6590	233	45	.	.	PUNCT
easat-6590	234	1	this	this	DET
easat-6590	234	2	study	study	NOUN
easat-6590	234	3	followed	follow	VERB
easat-6590	234	4	all	all	DET
easat-6590	234	5	ethical	ethical	ADJ
easat-6590	234	6	practices	practice	NOUN
easat-6590	234	7	during	during	ADP
easat-6590	234	8	writing	writing	NOUN
easat-6590	234	9	.	.	PUNCT
easat-6590	235	1	authors	author	NOUN
easat-6590	235	2	’	'	PUNCT
easat-6590	235	3	contributions	contribution	NOUN
easat-6590	235	4	:	:	PUNCT
easat-6590	235	5	supeeti	supeeti	PROPN
easat-6590	235	6	kulchan	kulchan	PROPN
easat-6590	235	7	conceptualized	conceptualize	VERB
easat-6590	235	8	the	the	DET
easat-6590	235	9	study	study	NOUN
easat-6590	235	10	,	,	PUNCT
easat-6590	235	11	designed	design	VERB
easat-6590	235	12	the	the	DET
easat-6590	235	13	questionnaire	questionnaire	NOUN
easat-6590	235	14	,	,	PUNCT
easat-6590	235	15	and	and	CCONJ
easat-6590	235	16	led	lead	VERB
easat-6590	235	17	the	the	DET
easat-6590	235	18	data	datum	NOUN
easat-6590	235	19	analysis	analysis	NOUN
easat-6590	235	20	.	.	PUNCT
easat-6590	236	1	paitoon	paitoon	NOUN
easat-6590	236	2	pimdee	pimdee	NOUN
easat-6590	236	3	supervised	supervise	VERB
easat-6590	236	4	the	the	DET
easat-6590	236	5	research	research	NOUN
easat-6590	236	6	framework	framework	NOUN
easat-6590	236	7	and	and	CCONJ
easat-6590	236	8	contributed	contribute	VERB
easat-6590	236	9	to	to	ADP
easat-6590	236	10	the	the	DET
easat-6590	236	11	literature	literature	NOUN
easat-6590	236	12	review	review	NOUN
easat-6590	236	13	and	and	CCONJ
easat-6590	236	14	methodology	methodology	NOUN
easat-6590	236	15	.	.	PUNCT
easat-6590	237	1	aukkapong	aukkapong	ADJ
easat-6590	237	2	sukkamart	sukkamart	PROPN
easat-6590	237	3	provided	provide	VERB
easat-6590	237	4	critical	critical	ADJ
easat-6590	237	5	revisions	revision	NOUN
easat-6590	237	6	,	,	PUNCT
easat-6590	237	7	assisted	assist	VERB
easat-6590	237	8	with	with	ADP
easat-6590	237	9	statistical	statistical	ADJ
easat-6590	237	10	validation	validation	NOUN
easat-6590	237	11	,	,	PUNCT
easat-6590	237	12	and	and	CCONJ
easat-6590	237	13	refined	refine	VERB
easat-6590	237	14	the	the	DET
easat-6590	237	15	overall	overall	ADJ
easat-6590	237	16	structure	structure	NOUN
easat-6590	237	17	of	of	ADP
easat-6590	237	18	the	the	DET
easat-6590	237	19	article	article	NOUN
easat-6590	237	20	.	.	PUNCT
easat-6590	238	1	all	all	DET
easat-6590	238	2	authors	author	NOUN
easat-6590	238	3	reviewed	review	VERB
easat-6590	238	4	and	and	CCONJ
easat-6590	238	5	approved	approve	VERB
easat-6590	238	6	the	the	DET
easat-6590	238	7	final	final	ADJ
easat-6590	238	8	manuscript	manuscript	NOUN
easat-6590	238	9	.	.	PUNCT
easat-6590	239	1	acknowledgement	acknowledgement	NOUN
easat-6590	239	2	:	:	PUNCT
easat-6590	239	3	the	the	DET
easat-6590	239	4	authors	author	NOUN
easat-6590	239	5	express	express	VERB
easat-6590	239	6	their	their	PRON
easat-6590	239	7	profound	profound	ADJ
easat-6590	239	8	gratitude	gratitude	NOUN
easat-6590	239	9	to	to	ADP
easat-6590	239	10	the	the	DET
easat-6590	239	11	information	information	NOUN
easat-6590	239	12	technology	technology	NOUN
easat-6590	239	13	instructors	instructor	NOUN
easat-6590	239	14	and	and	CCONJ
easat-6590	239	15	entrepreneurs	entrepreneur	NOUN
easat-6590	239	16	who	who	PRON
easat-6590	239	17	contributed	contribute	VERB
easat-6590	239	18	to	to	ADP
easat-6590	239	19	this	this	DET
easat-6590	239	20	research	research	NOUN
easat-6590	239	21	endeavor	endeavor	NOUN
easat-6590	239	22	.	.	PUNCT
easat-6590	240	1	they	they	PRON
easat-6590	240	2	also	also	ADV
easat-6590	240	3	thank	thank	VERB
easat-6590	240	4	the	the	DET
easat-6590	240	5	faculty	faculty	NOUN
easat-6590	240	6	of	of	ADP
easat-6590	240	7	industrial	industrial	ADJ
easat-6590	240	8	technology	technology	NOUN
easat-6590	240	9	and	and	CCONJ
easat-6590	240	10	management	management	NOUN
easat-6590	240	11	at	at	ADP
easat-6590	240	12	king	king	PROPN
easat-6590	240	13	mongkut	mongkut	PROPN
easat-6590	240	14	’s	’s	PROPN
easat-6590	240	15	university	university	PROPN
easat-6590	240	16	of	of	ADP
easat-6590	240	17	technology	technology	PROPN
easat-6590	240	18	north	north	PROPN
easat-6590	240	19	bangkok	bangkok	PROPN
easat-6590	240	20	for	for	ADP
easat-6590	240	21	their	their	PRON
easat-6590	240	22	invaluable	invaluable	ADJ
easat-6590	240	23	support	support	NOUN
easat-6590	240	24	and	and	CCONJ
easat-6590	240	25	facilitation	facilitation	NOUN
easat-6590	240	26	throughout	throughout	ADP
easat-6590	240	27	the	the	DET
easat-6590	240	28	research	research	NOUN
easat-6590	240	29	process	process	NOUN
easat-6590	240	30	.	.	PUNCT
easat-6590	241	1	copyright	copyright	NOUN
easat-6590	241	2	:	:	PUNCT
easat-6590	241	3	©	©	PROPN
easat-6590	241	4	2025	2025	NUM
easat-6590	241	5	by	by	ADP
easat-6590	241	6	the	the	DET
easat-6590	241	7	authors	author	NOUN
easat-6590	241	8	.	.	PUNCT
easat-6590	242	1	this	this	DET
easat-6590	242	2	open	open	ADJ
easat-6590	242	3	-	-	PUNCT
easat-6590	242	4	access	access	NOUN
easat-6590	242	5	article	article	NOUN
easat-6590	242	6	is	be	AUX
easat-6590	242	7	distributed	distribute	VERB
easat-6590	242	8	under	under	ADP
easat-6590	242	9	the	the	DET
easat-6590	242	10	terms	term	NOUN
easat-6590	242	11	and	and	CCONJ
easat-6590	242	12	conditions	condition	NOUN
easat-6590	242	13	of	of	ADP
easat-6590	242	14	the	the	DET
easat-6590	242	15	creative	creative	ADJ
easat-6590	242	16	commons	common	NOUN
easat-6590	242	17	attribution	attribution	NOUN
easat-6590	242	18	(	(	PUNCT
easat-6590	242	19	cc	cc	NOUN
easat-6590	242	20	by	by	ADP
easat-6590	242	21	)	)	PUNCT
easat-6590	242	22	license	license	NOUN
easat-6590	242	23	(	(	PUNCT
easat-6590	242	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6590	242	25	)	)	PUNCT
easat-6590	242	26	.	.	PUNCT
easat-6590	243	1	references	reference	NOUN
easat-6590	243	2	[	[	X
easat-6590	243	3	1	1	NUM
easat-6590	243	4	]	]	PUNCT
easat-6590	243	5	m.	m.	NOUN
easat-6590	243	6	sabin	sabin	PROPN
easat-6590	243	7	,	,	PUNCT
easat-6590	243	8	k.	k.	PROPN
easat-6590	243	9	buffardi	buffardi	PROPN
easat-6590	243	10	,	,	PUNCT
easat-6590	243	11	s.	s.	PROPN
easat-6590	243	12	larsén	larsén	PROPN
easat-6590	243	13	,	,	PUNCT
easat-6590	243	14	and	and	CCONJ
easat-6590	243	15	b.	b.	PROPN
easat-6590	243	16	mackellar	mackellar	PROPN
easat-6590	243	17	,	,	PUNCT
easat-6590	243	18	"	"	PUNCT
easat-6590	243	19	panel	panel	NOUN
easat-6590	243	20	:	:	PUNCT
easat-6590	243	21	synergistic	synergistic	ADJ
easat-6590	243	22	perspectives	perspective	NOUN
easat-6590	243	23	on	on	ADP
easat-6590	243	24	collaborative	collaborative	ADJ
easat-6590	243	25	learning	learning	NOUN
easat-6590	243	26	with	with	ADP
easat-6590	243	27	version	version	NOUN
easat-6590	243	28	control	control	NOUN
easat-6590	243	29	tools	tool	NOUN
easat-6590	243	30	,	,	PUNCT
easat-6590	243	31	"	"	PUNCT
easat-6590	243	32	presented	present	VERB
easat-6590	243	33	at	at	ADP
easat-6590	243	34	the	the	DET
easat-6590	243	35	frontiers	frontier	NOUN
easat-6590	243	36	in	in	ADP
easat-6590	243	37	education	education	NOUN
easat-6590	243	38	conference	conference	NOUN
easat-6590	243	39	,	,	PUNCT
easat-6590	243	40	2020	2020	NUM
easat-6590	243	41	.	.	PUNCT
easat-6590	244	1	[	[	X
easat-6590	244	2	2	2	X
easat-6590	244	3	]	]	PUNCT
easat-6590	244	4	t.	t.	PROPN
easat-6590	244	5	griffin	griffin	PROPN
easat-6590	244	6	and	and	CCONJ
easat-6590	244	7	s.	s.	PROPN
easat-6590	244	8	seals	seals	PROPN
easat-6590	244	9	,	,	PUNCT
easat-6590	244	10	"	"	PUNCT
easat-6590	244	11	github	github	NOUN
easat-6590	244	12	in	in	ADP
easat-6590	244	13	the	the	DET
easat-6590	244	14	classroom	classroom	NOUN
easat-6590	244	15	:	:	PUNCT
easat-6590	244	16	not	not	PART
easat-6590	244	17	just	just	ADV
easat-6590	244	18	for	for	ADP
easat-6590	244	19	group	group	NOUN
easat-6590	244	20	projects	project	NOUN
easat-6590	244	21	,	,	PUNCT
easat-6590	244	22	"	"	PUNCT
easat-6590	244	23	journal	journal	NOUN
easat-6590	244	24	of	of	ADP
easat-6590	244	25	computing	compute	VERB
easat-6590	244	26	sciences	science	NOUN
easat-6590	244	27	in	in	ADP
easat-6590	244	28	colleges	college	NOUN
easat-6590	244	29	,	,	PUNCT
easat-6590	244	30	vol	vol	NOUN
easat-6590	244	31	.	.	PROPN
easat-6590	244	32	28	28	NUM
easat-6590	244	33	,	,	PUNCT
easat-6590	244	34	no	no	INTJ
easat-6590	244	35	.	.	NOUN
easat-6590	244	36	4	4	NUM
easat-6590	244	37	,	,	PUNCT
easat-6590	244	38	pp	pp	ADJ
easat-6590	244	39	.	.	PUNCT
easat-6590	245	1	74	74	NUM
easat-6590	245	2	-	-	SYM
easat-6590	245	3	74	74	NUM
easat-6590	245	4	,	,	PUNCT
easat-6590	245	5	2013	2013	NUM
easat-6590	245	6	.	.	PUNCT
easat-6590	246	1	https://dl.acm.org/doi/abs/10.5555/2458539.2458551	https://dl.acm.org/doi/abs/10.5555/2458539.2458551	X
easat-6590	247	1	[	[	X
easat-6590	247	2	3	3	NUM
easat-6590	247	3	]	]	X
easat-6590	247	4	i.	i.	NOUN
easat-6590	247	5	durán	durán	NOUN
easat-6590	247	6	-	-	PUNCT
easat-6590	247	7	belman	belman	NOUN
easat-6590	247	8	,	,	PUNCT
easat-6590	247	9	j.	j.	PROPN
easat-6590	247	10	a.	a.	PROPN
easat-6590	247	11	magdaleno	magdaleno	PROPN
easat-6590	247	12	-	-	PUNCT
easat-6590	247	13	zavala	zavala	NOUN
easat-6590	247	14	,	,	PUNCT
easat-6590	247	15	and	and	CCONJ
easat-6590	247	16	d.	d.	PROPN
easat-6590	247	17	i.	i.	PROPN
easat-6590	247	18	gallardo	gallardo	PROPN
easat-6590	247	19	-	-	PUNCT
easat-6590	247	20	álvarez	álvarez	PROPN
easat-6590	247	21	,	,	PUNCT
easat-6590	247	22	"	"	PUNCT
easat-6590	247	23	collaborative	collaborative	ADJ
easat-6590	247	24	software	software	NOUN
easat-6590	247	25	project	project	NOUN
easat-6590	247	26	development	development	NOUN
easat-6590	247	27	with	with	ADP
easat-6590	247	28	source	source	NOUN
easat-6590	247	29	code	code	NOUN
easat-6590	247	30	repository	repository	NOUN
easat-6590	247	31	,	,	PUNCT
easat-6590	247	32	"	"	PUNCT
easat-6590	247	33	ecorfan	ecorfan	NOUN
easat-6590	247	34	journal	journal	PROPN
easat-6590	247	35	–	–	PUNCT
easat-6590	247	36	republic	republic	NOUN
easat-6590	247	37	of	of	ADP
easat-6590	247	38	colombia	colombia	PROPN
easat-6590	247	39	,	,	PUNCT
easat-6590	247	40	vol	vol	NOUN
easat-6590	247	41	.	.	PROPN
easat-6590	248	1	9	9	NUM
easat-6590	248	2	,	,	PUNCT
easat-6590	248	3	no	no	INTJ
easat-6590	248	4	.	.	NOUN
easat-6590	248	5	16	16	NUM
easat-6590	248	6	,	,	PUNCT
easat-6590	248	7	pp	pp	ADJ
easat-6590	248	8	.	.	PUNCT
easat-6590	249	1	19–22	19–22	NUM
easat-6590	249	2	,	,	PUNCT
easat-6590	249	3	2023	2023	NUM
easat-6590	249	4	.	.	PUNCT
easat-6590	250	1	https://doi.org/10.35429/ejc.2023.16.9.19.22	https://doi.org/10.35429/ejc.2023.16.9.19.22	NOUN
easat-6590	251	1	[	[	X
easat-6590	251	2	4	4	NUM
easat-6590	251	3	]	]	PUNCT
easat-6590	251	4	a.	a.	NOUN
easat-6590	251	5	radermacher	radermacher	NOUN
easat-6590	251	6	,	,	PUNCT
easat-6590	251	7	g.	g.	PROPN
easat-6590	251	8	walia	walia	PROPN
easat-6590	251	9	,	,	PUNCT
easat-6590	251	10	and	and	CCONJ
easat-6590	251	11	d.	d.	PROPN
easat-6590	251	12	knudson	knudson	PROPN
easat-6590	251	13	,	,	PUNCT
easat-6590	251	14	"	"	PUNCT
easat-6590	251	15	investigating	investigate	VERB
easat-6590	251	16	the	the	DET
easat-6590	251	17	skill	skill	NOUN
easat-6590	251	18	gap	gap	NOUN
easat-6590	251	19	between	between	ADP
easat-6590	251	20	graduating	graduate	VERB
easat-6590	251	21	students	student	NOUN
easat-6590	251	22	and	and	CCONJ
easat-6590	251	23	industry	industry	NOUN
easat-6590	251	24	expectations	expectation	NOUN
easat-6590	251	25	,	,	PUNCT
easat-6590	251	26	"	"	PUNCT
easat-6590	251	27	presented	present	VERB
easat-6590	251	28	at	at	ADP
easat-6590	251	29	the	the	DET
easat-6590	251	30	companion	companion	NOUN
easat-6590	251	31	proceedings	proceeding	NOUN
easat-6590	251	32	of	of	ADP
easat-6590	251	33	the	the	DET
easat-6590	251	34	36th	36th	ADJ
easat-6590	251	35	international	international	ADJ
easat-6590	251	36	conference	conference	NOUN
easat-6590	251	37	on	on	ADP
easat-6590	251	38	software	software	NOUN
easat-6590	251	39	engineering	engineering	NOUN
easat-6590	251	40	,	,	PUNCT
easat-6590	251	41	2014	2014	NUM
easat-6590	251	42	.	.	PUNCT
easat-6590	252	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6590	253	1	https://dl.acm.org/doi/abs/10.5555/2458539.2458551	https://dl.acm.org/doi/abs/10.5555/2458539.2458551	PROPN
easat-6590	253	2	https://doi.org/10.35429/ejc.2023.16.9.19.22	https://doi.org/10.35429/ejc.2023.16.9.19.22	PROPN
easat-6590	253	3	2513	2513	NUM
easat-6590	253	4	edelweiss	edelweiss	PROPN
easat-6590	253	5	applied	apply	VERB
easat-6590	253	6	science	science	NOUN
easat-6590	253	7	and	and	CCONJ
easat-6590	253	8	technology	technology	NOUN
easat-6590	253	9	issn	issn	PROPN
easat-6590	253	10	:	:	PUNCT
easat-6590	253	11	2576	2576	NUM
easat-6590	253	12	-	-	SYM
easat-6590	253	13	8484	8484	NUM
easat-6590	253	14	vol	vol	NOUN
easat-6590	253	15	.	.	PROPN
easat-6590	254	1	9	9	NUM
easat-6590	254	2	,	,	PUNCT
easat-6590	254	3	no	no	INTJ
easat-6590	254	4	.	.	NOUN
easat-6590	254	5	4	4	NUM
easat-6590	254	6	:	:	SYM
easat-6590	254	7	2502	2502	NUM
easat-6590	254	8	-	-	SYM
easat-6590	254	9	2514	2514	NUM
easat-6590	254	10	,	,	PUNCT
easat-6590	254	11	2025	2025	NUM
easat-6590	254	12	doi	doi	NOUN
easat-6590	254	13	:	:	PUNCT
easat-6590	254	14	10.55214/25768484.v9i4.6590	10.55214/25768484.v9i4.6590	NUM
easat-6590	254	15	©	©	PROPN
easat-6590	254	16	2025	2025	NUM
easat-6590	254	17	by	by	ADP
easat-6590	254	18	the	the	DET
easat-6590	254	19	authors	author	NOUN
easat-6590	254	20	;	;	PUNCT
easat-6590	254	21	licensee	licensee	PROPN
easat-6590	254	22	learning	learning	NOUN
easat-6590	254	23	gate	gate	NOUN
easat-6590	255	1	[	[	X
easat-6590	255	2	5	5	NUM
easat-6590	255	3	]	]	PUNCT
easat-6590	255	4	e.	e.	PROPN
easat-6590	255	5	sarmiento	sarmiento	PROPN
easat-6590	255	6	-	-	PUNCT
easat-6590	255	7	calisaya	calisaya	PROPN
easat-6590	255	8	,	,	PUNCT
easat-6590	255	9	a.	a.	PROPN
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easat-6590	255	11	-	-	PUNCT
easat-6590	255	12	aliaga	aliaga	PROPN
easat-6590	255	13	,	,	PUNCT
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easat-6590	255	17	s.	s.	PROPN
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easat-6590	255	26	undergraduate	undergraduate	NOUN
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easat-6590	255	43	conference	conference	NOUN
easat-6590	255	44	on	on	ADP
easat-6590	255	45	software	software	NOUN
easat-6590	255	46	engineering	engineering	NOUN
easat-6590	255	47	:	:	PUNCT
easat-6590	255	48	software	software	NOUN
easat-6590	255	49	engineering	engineering	NOUN
easat-6590	255	50	education	education	NOUN
easat-6590	255	51	and	and	CCONJ
easat-6590	255	52	training	training	NOUN
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easat-6590	255	54	2024	2024	NUM
easat-6590	255	55	,	,	PUNCT
easat-6590	255	56	pp	pp	ADJ
easat-6590	255	57	.	.	PUNCT
easat-6590	256	1	348	348	NUM
easat-6590	256	2	-	-	SYM
easat-6590	256	3	358	358	NUM
easat-6590	256	4	,	,	PUNCT
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easat-6590	256	6	:	:	PUNCT
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easat-6590	257	2	6	6	NUM
easat-6590	257	3	]	]	X
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easat-6590	257	5	g.	g.	PROPN
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easat-6590	257	7	and	and	CCONJ
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easat-6590	257	10	,	,	PUNCT
easat-6590	257	11	"	"	PUNCT
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easat-6590	257	13	technology	technology	NOUN
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easat-6590	257	15	and	and	CCONJ
easat-6590	257	16	gaps	gap	NOUN
easat-6590	257	17	between	between	ADP
easat-6590	257	18	higher	high	ADJ
easat-6590	257	19	education	education	NOUN
easat-6590	257	20	institutions	institution	NOUN
easat-6590	257	21	and	and	CCONJ
easat-6590	257	22	industry	industry	NOUN
easat-6590	257	23	,	,	PUNCT
easat-6590	257	24	"	"	PUNCT
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easat-6590	257	30	-	-	PUNCT
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easat-6590	257	32	,	,	PUNCT
easat-6590	257	33	vol	vol	NOUN
easat-6590	257	34	.	.	PROPN
easat-6590	257	35	19	19	NUM
easat-6590	257	36	,	,	PUNCT
easat-6590	257	37	pp	pp	ADJ
easat-6590	257	38	.	.	PUNCT
easat-6590	258	1	339–365	339–365	NUM
easat-6590	258	2	,	,	PUNCT
easat-6590	258	3	2020	2020	NUM
easat-6590	258	4	.	.	PUNCT
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easat-6590	260	2	7	7	NUM
easat-6590	260	3	]	]	X
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easat-6590	260	5	.	.	PUNCT
easat-6590	261	1	chen	chen	PROPN
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easat-6590	261	3	n.	n.	PROPN
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easat-6590	261	7	,	,	PUNCT
easat-6590	261	8	c.	c.	PROPN
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easat-6590	261	10	-	-	PUNCT
easat-6590	261	11	wei	wei	PROPN
easat-6590	261	12	,	,	PUNCT
easat-6590	261	13	and	and	CCONJ
easat-6590	261	14	c.-r	c.-r	PROPN
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easat-6590	262	2	,	,	PUNCT
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easat-6590	262	14	courses	course	NOUN
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easat-6590	262	16	the	the	DET
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easat-6590	262	19	game	game	NOUN
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easat-6590	262	21	"	"	PUNCT
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easat-6590	262	34	,	,	PUNCT
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easat-6590	264	2	8	8	NUM
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easat-6590	264	6	and	and	CCONJ
easat-6590	264	7	c.	c.	PROPN
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easat-6590	264	15	industry	industry	NOUN
easat-6590	264	16	needs	need	NOUN
easat-6590	264	17	and	and	CCONJ
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easat-6590	264	21	for	for	ADP
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easat-6590	264	24	"	"	PUNCT
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easat-6590	264	26	journal	journal	NOUN
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easat-6590	264	28	engineering	engineering	NOUN
easat-6590	264	29	education	education	NOUN
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easat-6590	264	31	vol	vol	NOUN
easat-6590	264	32	.	.	PROPN
easat-6590	264	33	33	33	NUM
easat-6590	264	34	,	,	PUNCT
easat-6590	264	35	no	no	INTJ
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easat-6590	264	37	4	4	NUM
easat-6590	264	38	,	,	PUNCT
easat-6590	264	39	pp	pp	ADJ
easat-6590	264	40	.	.	PUNCT
easat-6590	265	1	1361	1361	NUM
easat-6590	265	2	-	-	SYM
easat-6590	265	3	1368	1368	NUM
easat-6590	265	4	,	,	PUNCT
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easat-6590	265	6	.	.	PUNCT
easat-6590	266	1	[	[	X
easat-6590	266	2	9	9	NUM
easat-6590	266	3	]	]	PUNCT
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easat-6590	266	11	’s	’s	PART
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easat-6590	266	16	a	a	DET
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easat-6590	266	23	:	:	PUNCT
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easat-6590	267	2	10	10	NUM
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easat-6590	267	7	,	,	PUNCT
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easat-6590	267	12	.	.	PUNCT
easat-6590	268	1	oxford	oxford	NOUN
easat-6590	268	2	:	:	PUNCT
easat-6590	268	3	oxford	oxford	PROPN
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easat-6590	268	8	.	.	PUNCT
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easat-6590	272	1	chulalongkorn	chulalongkorn	NOUN
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easat-6590	273	2	13	13	NUM
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easat-6590	278	3	]	]	X
easat-6590	278	4	a.	a.	NOUN
easat-6590	278	5	ussarn	ussarn	PROPN
easat-6590	278	6	,	,	PUNCT
easat-6590	278	7	p.	p.	PROPN
easat-6590	278	8	pimdee	pimdee	NOUN
easat-6590	278	9	,	,	PUNCT
easat-6590	278	10	and	and	CCONJ
easat-6590	278	11	t.	t.	PROPN
easat-6590	278	12	kantathanawat	kantathanawat	PROPN
easat-6590	278	13	,	,	PUNCT
easat-6590	278	14	"	"	PUNCT
easat-6590	278	15	needs	need	VERB
easat-6590	278	16	assessment	assessment	NOUN
easat-6590	278	17	to	to	PART
easat-6590	278	18	promote	promote	VERB
easat-6590	278	19	the	the	DET
easat-6590	278	20	digital	digital	ADJ
easat-6590	278	21	literacy	literacy	NOUN
easat-6590	278	22	among	among	ADP
easat-6590	278	23	students	student	NOUN
easat-6590	278	24	in	in	ADP
easat-6590	278	25	thai	thai	PROPN
easat-6590	278	26	community	community	NOUN
easat-6590	278	27	colleges	college	NOUN
easat-6590	278	28	,	,	PUNCT
easat-6590	278	29	"	"	PUNCT
easat-6590	278	30	international	international	ADJ
easat-6590	278	31	journal	journal	NOUN
easat-6590	278	32	of	of	ADP
easat-6590	278	33	evaluation	evaluation	NOUN
easat-6590	278	34	and	and	CCONJ
easat-6590	278	35	research	research	NOUN
easat-6590	278	36	in	in	ADP
easat-6590	278	37	education	education	NOUN
easat-6590	278	38	,	,	PUNCT
easat-6590	278	39	vol	vol	NOUN
easat-6590	278	40	.	.	PROPN
easat-6590	278	41	11	11	NUM
easat-6590	278	42	,	,	PUNCT
easat-6590	278	43	no	no	INTJ
easat-6590	278	44	.	.	NOUN
easat-6590	278	45	3	3	NUM
easat-6590	278	46	,	,	PUNCT
easat-6590	278	47	pp	pp	ADJ
easat-6590	278	48	.	.	PUNCT
easat-6590	279	1	1278	1278	NUM
easat-6590	279	2	-	-	SYM
easat-6590	279	3	1284	1284	NUM
easat-6590	279	4	,	,	PUNCT
easat-6590	279	5	2022	2022	NUM
easat-6590	279	6	.	.	PUNCT
easat-6590	280	1	https://doi.org/10.1016/10.11591/ijere.v11i3.23218	https://doi.org/10.1016/10.11591/ijere.v11i3.23218	NOUN
easat-6590	281	1	[	[	X
easat-6590	281	2	16	16	NUM
easat-6590	281	3	]	]	X
easat-6590	281	4	p.	p.	NOUN
easat-6590	281	5	phetthong	phetthong	PROPN
easat-6590	281	6	,	,	PUNCT
easat-6590	281	7	"	"	PUNCT
easat-6590	281	8	the	the	DET
easat-6590	281	9	participation	participation	NOUN
easat-6590	281	10	in	in	ADP
easat-6590	281	11	academic	academic	ADJ
easat-6590	281	12	administration	administration	NOUN
easat-6590	281	13	of	of	ADP
easat-6590	281	14	administrators	administrator	NOUN
easat-6590	281	15	and	and	CCONJ
easat-6590	281	16	teachers	teacher	NOUN
easat-6590	281	17	engaged	engage	VERB
easat-6590	281	18	in	in	ADP
easat-6590	281	19	schools	school	NOUN
easat-6590	281	20	of	of	ADP
easat-6590	281	21	association	association	PROPN
easat-6590	281	22	committee	committee	NOUN
easat-6590	281	23	under	under	ADP
easat-6590	281	24	the	the	DET
easat-6590	281	25	secondary	secondary	ADJ
easat-6590	281	26	education	education	NOUN
easat-6590	281	27	service	service	NOUN
easat-6590	281	28	area	area	NOUN
easat-6590	281	29	at	at	ADP
easat-6590	281	30	surat	surat	PROPN
easat-6590	281	31	thani	thani	PROPN
easat-6590	281	32	,	,	PUNCT
easat-6590	281	33	chumphon	chumphon	PROPN
easat-6590	281	34	,	,	PUNCT
easat-6590	281	35	"	"	PUNCT
easat-6590	281	36	journal	journal	NOUN
easat-6590	281	37	of	of	ADP
easat-6590	281	38	academic	academic	ADJ
easat-6590	281	39	and	and	CCONJ
easat-6590	281	40	innovation	innovation	NOUN
easat-6590	281	41	in	in	ADP
easat-6590	281	42	social	social	ADJ
easat-6590	281	43	,	,	PUNCT
easat-6590	281	44	vol	vol	NOUN
easat-6590	281	45	.	.	PROPN
easat-6590	281	46	4	4	NUM
easat-6590	281	47	,	,	PUNCT
easat-6590	281	48	no	no	INTJ
easat-6590	281	49	.	.	NOUN
easat-6590	281	50	2	2	NUM
easat-6590	281	51	,	,	PUNCT
easat-6590	281	52	pp	pp	ADJ
easat-6590	281	53	.	.	PUNCT
easat-6590	282	1	73	73	NUM
easat-6590	282	2	-	-	SYM
easat-6590	282	3	60	60	NUM
easat-6590	282	4	,	,	PUNCT
easat-6590	282	5	2022	2022	NUM
easat-6590	282	6	.	.	PUNCT
easat-6590	283	1	[	[	X
easat-6590	283	2	17	17	NUM
easat-6590	283	3	]	]	X
easat-6590	283	4	g.	g.	PROPN
easat-6590	283	5	chanyawudhiwan	chanyawudhiwan	PROPN
easat-6590	283	6	,	,	PUNCT
easat-6590	283	7	k.	k.	PROPN
easat-6590	283	8	mingsiritham	mingsiritham	PROPN
easat-6590	283	9	,	,	PUNCT
easat-6590	283	10	and	and	CCONJ
easat-6590	283	11	w.	w.	PROPN
easat-6590	283	12	brahmawong	brahmawong	PROPN
easat-6590	283	13	,	,	PUNCT
easat-6590	283	14	"	"	PUNCT
easat-6590	283	15	an	an	DET
easat-6590	283	16	analysis	analysis	NOUN
easat-6590	283	17	of	of	ADP
easat-6590	283	18	digital	digital	ADJ
easat-6590	283	19	competencies	competency	NOUN
easat-6590	283	20	of	of	ADP
easat-6590	283	21	the	the	DET
easat-6590	283	22	digital	digital	ADJ
easat-6590	283	23	open	open	ADJ
easat-6590	283	24	universities	university	NOUN
easat-6590	283	25	,	,	PUNCT
easat-6590	283	26	"	"	PUNCT
easat-6590	283	27	kasetsart	kasetsart	PROPN
easat-6590	283	28	journal	journal	NOUN
easat-6590	283	29	of	of	ADP
easat-6590	283	30	social	social	ADJ
easat-6590	283	31	sciences	science	NOUN
easat-6590	283	32	,	,	PUNCT
easat-6590	283	33	vol	vol	NOUN
easat-6590	283	34	.	.	PROPN
easat-6590	283	35	44	44	NUM
easat-6590	283	36	,	,	PUNCT
easat-6590	283	37	no	no	INTJ
easat-6590	283	38	.	.	NOUN
easat-6590	283	39	4	4	NUM
easat-6590	283	40	,	,	PUNCT
easat-6590	283	41	pp	pp	ADJ
easat-6590	283	42	.	.	PUNCT
easat-6590	283	43	1101–1108	1101–1108	NUM
easat-6590	283	44	,	,	PUNCT
easat-6590	283	45	2023	2023	NUM
easat-6590	283	46	.	.	PUNCT
easat-6590	284	1	https://doi.org/10.34044/j.kjss.2023.44.4.14	https://doi.org/10.34044/j.kjss.2023.44.4.14	X
easat-6590	285	1	[	[	X
easat-6590	285	2	18	18	NUM
easat-6590	285	3	]	]	PUNCT
easat-6590	285	4	w.	w.	NOUN
easat-6590	285	5	chimnoy	chimnoy	PROPN
easat-6590	285	6	,	,	PUNCT
easat-6590	285	7	p.	p.	NOUN
easat-6590	285	8	xupravati	xupravati	PROPN
easat-6590	285	9	,	,	PUNCT
easat-6590	285	10	and	and	CCONJ
easat-6590	285	11	p.	p.	PROPN
easat-6590	285	12	siribanpitak	siribanpitak	PROPN
easat-6590	285	13	,	,	PUNCT
easat-6590	285	14	"	"	PUNCT
easat-6590	285	15	academic	academic	ADJ
easat-6590	285	16	management	management	NOUN
easat-6590	285	17	strategies	strategy	NOUN
easat-6590	285	18	of	of	ADP
easat-6590	285	19	private	private	ADJ
easat-6590	285	20	elementary	elementary	ADJ
easat-6590	285	21	schools	school	NOUN
easat-6590	285	22	based	base	VERB
easat-6590	285	23	on	on	ADP
easat-6590	285	24	the	the	DET
easat-6590	285	25	concept	concept	NOUN
easat-6590	285	26	of	of	ADP
easat-6590	285	27	quality	quality	NOUN
easat-6590	285	28	citizenship	citizenship	NOUN
easat-6590	285	29	attributes	attribute	VERB
easat-6590	285	30	in	in	ADP
easat-6590	285	31	the	the	DET
easat-6590	285	32	21st	21st	ADJ
easat-6590	285	33	century	century	NOUN
easat-6590	285	34	,	,	PUNCT
easat-6590	285	35	"	"	PUNCT
easat-6590	285	36	kasetsart	kasetsart	PROPN
easat-6590	285	37	journal	journal	NOUN
easat-6590	285	38	of	of	ADP
easat-6590	285	39	social	social	ADJ
easat-6590	285	40	sciences	science	NOUN
easat-6590	285	41	,	,	PUNCT
easat-6590	285	42	vol	vol	NOUN
easat-6590	285	43	.	.	PROPN
easat-6590	285	44	44	44	NUM
easat-6590	285	45	,	,	PUNCT
easat-6590	285	46	no	no	INTJ
easat-6590	285	47	.	.	NOUN
easat-6590	285	48	4	4	NUM
easat-6590	285	49	,	,	PUNCT
easat-6590	285	50	pp	pp	ADJ
easat-6590	285	51	.	.	PUNCT
easat-6590	285	52	1039–1050	1039–1050	NUM
easat-6590	285	53	,	,	PUNCT
easat-6590	285	54	2023	2023	NUM
easat-6590	285	55	.	.	PUNCT
easat-6590	286	1	https://doi.org/10.34044/j.kjss.2023.44.4.08	https://doi.org/10.34044/j.kjss.2023.44.4.08	NUM
easat-6590	286	2	[	[	NOUN
easat-6590	286	3	19	19	NUM
easat-6590	286	4	]	]	PUNCT
easat-6590	286	5	s.	s.	PROPN
easat-6590	286	6	pitiporntapin	pitiporntapin	PROPN
easat-6590	286	7	,	,	PUNCT
easat-6590	286	8	o.	o.	PROPN
easat-6590	286	9	butkatanyoo	butkatanyoo	PROPN
easat-6590	286	10	,	,	PUNCT
easat-6590	286	11	c.	c.	PROPN
easat-6590	286	12	piyapimonsit	piyapimonsit	PROPN
easat-6590	286	13	,	,	PUNCT
easat-6590	286	14	t.	t.	PROPN
easat-6590	286	15	thanarachataphoom	thanarachataphoom	PROPN
easat-6590	286	16	,	,	PUNCT
easat-6590	286	17	s.	s.	PROPN
easat-6590	286	18	chotitham	chotitham	PROPN
easat-6590	286	19	,	,	PUNCT
easat-6590	286	20	and	and	CCONJ
easat-6590	286	21	u.	u.	PROPN
easat-6590	286	22	lalitpasan	lalitpasan	PROPN
easat-6590	286	23	,	,	PUNCT
easat-6590	286	24	"	"	PUNCT
easat-6590	286	25	the	the	DET
easat-6590	286	26	development	development	NOUN
easat-6590	286	27	of	of	ADP
easat-6590	286	28	a	a	DET
easat-6590	286	29	professional	professional	ADJ
easat-6590	286	30	development	development	NOUN
easat-6590	286	31	model	model	NOUN
easat-6590	286	32	focusing	focus	VERB
easat-6590	286	33	on	on	ADP
easat-6590	286	34	outdoor	outdoor	ADJ
easat-6590	286	35	learning	learning	NOUN
easat-6590	286	36	resources	resource	NOUN
easat-6590	286	37	to	to	PART
easat-6590	286	38	enhance	enhance	VERB
easat-6590	286	39	in	in	ADP
easat-6590	286	40	-	-	PUNCT
easat-6590	286	41	service	service	NOUN
easat-6590	286	42	teachers	teacher	NOUN
easat-6590	286	43	’	'	PUNCT
easat-6590	286	44	stem	stem	NOUN
easat-6590	286	45	literacy	literacy	NOUN
easat-6590	286	46	,	,	PUNCT
easat-6590	286	47	"	"	PUNCT
easat-6590	286	48	kasetsart	kasetsart	PROPN
easat-6590	286	49	journal	journal	NOUN
easat-6590	286	50	of	of	ADP
easat-6590	286	51	social	social	ADJ
easat-6590	286	52	sciences	science	NOUN
easat-6590	286	53	,	,	PUNCT
easat-6590	286	54	vol	vol	NOUN
easat-6590	286	55	.	.	PROPN
easat-6590	286	56	44	44	NUM
easat-6590	286	57	,	,	PUNCT
easat-6590	286	58	no	no	INTJ
easat-6590	286	59	.	.	NOUN
easat-6590	286	60	2	2	NUM
easat-6590	286	61	,	,	PUNCT
easat-6590	286	62	pp	pp	ADJ
easat-6590	286	63	.	.	PUNCT
easat-6590	287	1	489–496	489–496	NUM
easat-6590	287	2	,	,	PUNCT
easat-6590	287	3	2023	2023	NUM
easat-6590	287	4	.	.	PUNCT
easat-6590	288	1	https://doi.org/10.34044/j.kjss.2023.44.2.19	https://doi.org/10.34044/j.kjss.2023.44.2.19	PRON
easat-6590	288	2	[	[	X
easat-6590	288	3	20	20	NUM
easat-6590	288	4	]	]	PUNCT
easat-6590	288	5	c.	c.	PROPN
easat-6590	288	6	choomsri	choomsri	PROPN
easat-6590	288	7	and	and	CCONJ
easat-6590	288	8	p.	p.	PROPN
easat-6590	288	9	chansirisira	chansirisira	PROPN
easat-6590	288	10	,	,	PUNCT
easat-6590	288	11	"	"	PUNCT
easat-6590	288	12	the	the	DET
easat-6590	288	13	smart	smart	ADJ
easat-6590	288	14	school	school	NOUN
easat-6590	288	15	development	development	NOUN
easat-6590	288	16	model	model	NOUN
easat-6590	288	17	in	in	ADP
easat-6590	288	18	the	the	DET
easat-6590	288	19	digital	digital	ADJ
easat-6590	288	20	age	age	NOUN
easat-6590	288	21	under	under	ADP
easat-6590	288	22	the	the	DET
easat-6590	288	23	office	office	NOUN
easat-6590	288	24	of	of	ADP
easat-6590	288	25	the	the	DET
easat-6590	288	26	basic	basic	ADJ
easat-6590	288	27	education	education	NOUN
easat-6590	288	28	commission	commission	NOUN
easat-6590	288	29	,	,	PUNCT
easat-6590	288	30	"	"	PUNCT
easat-6590	288	31	journal	journal	NOUN
easat-6590	288	32	of	of	ADP
easat-6590	288	33	multidisciplinary	multidisciplinary	NOUN
easat-6590	288	34	in	in	ADP
easat-6590	288	35	humanities	humanity	NOUN
easat-6590	288	36	and	and	CCONJ
easat-6590	288	37	social	social	ADJ
easat-6590	288	38	sciences	science	NOUN
easat-6590	288	39	,	,	PUNCT
easat-6590	288	40	vol	vol	NOUN
easat-6590	288	41	.	.	PROPN
easat-6590	288	42	6	6	NUM
easat-6590	288	43	,	,	PUNCT
easat-6590	288	44	no	no	INTJ
easat-6590	288	45	.	.	NOUN
easat-6590	288	46	3	3	NUM
easat-6590	288	47	,	,	PUNCT
easat-6590	288	48	pp	pp	ADJ
easat-6590	288	49	.	.	PUNCT
easat-6590	289	1	1419	1419	NUM
easat-6590	289	2	-	-	SYM
easat-6590	289	3	1436	1436	NUM
easat-6590	289	4	,	,	PUNCT
easat-6590	289	5	2023	2023	NUM
easat-6590	289	6	.	.	PUNCT
easat-6590	290	1	[	[	X
easat-6590	290	2	21	21	NUM
easat-6590	290	3	]	]	X
easat-6590	290	4	e.	e.	PROPN
easat-6590	290	5	bonakdarian	bonakdarian	PROPN
easat-6590	290	6	,	,	PUNCT
easat-6590	290	7	"	"	PUNCT
easat-6590	290	8	pushing	push	VERB
easat-6590	290	9	git	git	NOUN
easat-6590	290	10	&	&	CCONJ
easat-6590	290	11	github	github	PROPN
easat-6590	290	12	in	in	ADP
easat-6590	290	13	undergraduate	undergraduate	ADJ
easat-6590	290	14	computer	computer	NOUN
easat-6590	290	15	science	science	NOUN
easat-6590	290	16	classes	class	NOUN
easat-6590	290	17	,	,	PUNCT
easat-6590	290	18	"	"	PUNCT
easat-6590	290	19	journal	journal	NOUN
easat-6590	290	20	of	of	ADP
easat-6590	290	21	computing	compute	VERB
easat-6590	290	22	sciences	science	NOUN
easat-6590	290	23	in	in	ADP
easat-6590	290	24	colleges	college	NOUN
easat-6590	290	25	,	,	PUNCT
easat-6590	290	26	vol	vol	NOUN
easat-6590	290	27	.	.	PROPN
easat-6590	290	28	32	32	NUM
easat-6590	290	29	,	,	PUNCT
easat-6590	290	30	no	no	INTJ
easat-6590	290	31	.	.	NOUN
easat-6590	290	32	3	3	NUM
easat-6590	290	33	,	,	PUNCT
easat-6590	290	34	pp	pp	ADJ
easat-6590	290	35	.	.	PUNCT
easat-6590	291	1	119	119	NUM
easat-6590	291	2	-	-	SYM
easat-6590	291	3	125	125	NUM
easat-6590	291	4	,	,	PUNCT
easat-6590	291	5	2017	2017	NUM
easat-6590	291	6	.	.	PUNCT
easat-6590	292	1	https://dl.acm.org/doi/abs/10.5555/3015220.3015251	https://dl.acm.org/doi/abs/10.5555/3015220.3015251	PROPN
easat-6590	293	1	[	[	X
easat-6590	293	2	22	22	NUM
easat-6590	293	3	]	]	X
easat-6590	293	4	d.	d.	PROPN
easat-6590	293	5	m.	m.	NOUN
easat-6590	293	6	case	case	NOUN
easat-6590	293	7	,	,	PUNCT
easat-6590	293	8	n.	n.	PROPN
easat-6590	293	9	w.	w.	PROPN
easat-6590	293	10	eloe	eloe	PROPN
easat-6590	293	11	,	,	PUNCT
easat-6590	293	12	and	and	CCONJ
easat-6590	293	13	j.	j.	PROPN
easat-6590	293	14	l.	l.	PROPN
easat-6590	293	15	leopold	leopold	PROPN
easat-6590	293	16	,	,	PUNCT
easat-6590	293	17	"	"	PUNCT
easat-6590	293	18	scaffolding	scaffold	VERB
easat-6590	293	19	version	version	NOUN
easat-6590	293	20	control	control	NOUN
easat-6590	293	21	into	into	ADP
easat-6590	293	22	the	the	DET
easat-6590	293	23	computer	computer	NOUN
easat-6590	293	24	science	science	NOUN
easat-6590	293	25	curriculum	curriculum	NOUN
easat-6590	293	26	,	,	PUNCT
easat-6590	293	27	"	"	PUNCT
easat-6590	293	28	in	in	ADP
easat-6590	293	29	proceedings	proceeding	NOUN
easat-6590	293	30	of	of	ADP
easat-6590	293	31	the	the	DET
easat-6590	293	32	22nd	22nd	ADJ
easat-6590	293	33	international	international	ADJ
easat-6590	293	34	conference	conference	NOUN
easat-6590	293	35	on	on	ADP
easat-6590	293	36	distributed	distribute	VERB
easat-6590	293	37	multimedia	multimedia	NOUN
easat-6590	293	38	systems	system	NOUN
easat-6590	293	39	(	(	PUNCT
easat-6590	293	40	dms	dms	NOUN
easat-6590	293	41	2016	2016	NUM
easat-6590	293	42	)	)	PUNCT
easat-6590	293	43	and	and	CCONJ
easat-6590	293	44	workshop	workshop	NOUN
easat-6590	293	45	on	on	ADP
easat-6590	293	46	distance	distance	NOUN
easat-6590	293	47	education	education	NOUN
easat-6590	293	48	technology	technology	NOUN
easat-6590	293	49	(	(	PUNCT
easat-6590	293	50	det	det	NOUN
easat-6590	293	51	2016	2016	NUM
easat-6590	293	52	)	)	PUNCT
easat-6590	293	53	,	,	PUNCT
easat-6590	293	54	2016	2016	NUM
easat-6590	293	55	,	,	PUNCT
easat-6590	293	56	pp	pp	ADJ
easat-6590	293	57	.	.	PUNCT
easat-6590	294	1	175	175	NUM
easat-6590	294	2	-	-	SYM
easat-6590	294	3	183	183	NUM
easat-6590	294	4	,	,	PUNCT
easat-6590	294	5	doi	doi	NOUN
easat-6590	294	6	:	:	PUNCT
easat-6590	294	7	https://doi.org/10.18293/dms2016-036	https://doi.org/10.18293/dms2016-036	NOUN
easat-6590	294	8	.	.	PUNCT
easat-6590	295	1	[	[	X
easat-6590	295	2	23	23	NUM
easat-6590	295	3	]	]	X
easat-6590	295	4	l.	l.	PROPN
easat-6590	295	5	haaranen	haaranen	PROPN
easat-6590	295	6	and	and	CCONJ
easat-6590	295	7	t.	t.	PROPN
easat-6590	295	8	lehtinen	lehtinen	PROPN
easat-6590	295	9	,	,	PUNCT
easat-6590	295	10	"	"	PUNCT
easat-6590	295	11	teaching	teach	VERB
easat-6590	295	12	git	git	NOUN
easat-6590	295	13	on	on	ADP
easat-6590	295	14	the	the	DET
easat-6590	295	15	side	side	NOUN
easat-6590	295	16	:	:	PUNCT
easat-6590	295	17	version	version	NOUN
easat-6590	295	18	control	control	NOUN
easat-6590	295	19	system	system	NOUN
easat-6590	295	20	as	as	ADP
easat-6590	295	21	a	a	DET
easat-6590	295	22	course	course	NOUN
easat-6590	295	23	platform	platform	NOUN
easat-6590	295	24	,	,	PUNCT
easat-6590	295	25	"	"	PUNCT
easat-6590	295	26	in	in	ADP
easat-6590	295	27	proceedings	proceeding	NOUN
easat-6590	295	28	of	of	ADP
easat-6590	295	29	the	the	DET
easat-6590	295	30	2015	2015	NUM
easat-6590	295	31	acm	acm	NOUN
easat-6590	295	32	conference	conference	NOUN
easat-6590	295	33	on	on	ADP
easat-6590	295	34	innovation	innovation	NOUN
easat-6590	295	35	and	and	CCONJ
easat-6590	295	36	technology	technology	NOUN
easat-6590	295	37	in	in	ADP
easat-6590	295	38	computer	computer	NOUN
easat-6590	295	39	science	science	NOUN
easat-6590	295	40	education	education	NOUN
easat-6590	295	41	,	,	PUNCT
easat-6590	295	42	2015	2015	NUM
easat-6590	295	43	,	,	PUNCT
easat-6590	295	44	pp	pp	ADJ
easat-6590	295	45	.	.	PUNCT
easat-6590	296	1	87	87	NUM
easat-6590	296	2	-	-	SYM
easat-6590	296	3	92	92	NUM
easat-6590	296	4	.	.	PUNCT
easat-6590	297	1	[	[	X
easat-6590	297	2	24	24	NUM
easat-6590	297	3	]	]	X
easat-6590	297	4	c.	c.	PROPN
easat-6590	297	5	lopes	lopes	PROPN
easat-6590	297	6	,	,	PUNCT
easat-6590	297	7	"	"	PUNCT
easat-6590	297	8	improving	improve	VERB
easat-6590	297	9	the	the	DET
easat-6590	297	10	quality	quality	NOUN
easat-6590	297	11	of	of	ADP
easat-6590	297	12	commit	commit	VERB
easat-6590	297	13	messages	message	NOUN
easat-6590	297	14	in	in	ADP
easat-6590	297	15	students	student	NOUN
easat-6590	297	16	’	'	PUNCT
easat-6590	297	17	projects	project	NOUN
easat-6590	297	18	,	,	PUNCT
easat-6590	297	19	"	"	PUNCT
easat-6590	297	20	arxiv.org	arxiv.org	X
easat-6590	297	21	,	,	PUNCT
easat-6590	297	22	abs/2304.13887	abs/2304.13887	NOUN
easat-6590	297	23	,	,	PUNCT
easat-6590	297	24	2023	2023	NUM
easat-6590	297	25	.	.	PUNCT
easat-6590	298	1	https://doi.org/10.48550/arxiv.2304.13887	https://doi.org/10.48550/arxiv.2304.13887	PROPN
easat-6590	298	2	[	[	X
easat-6590	298	3	25	25	NUM
easat-6590	298	4	]	]	PUNCT
easat-6590	298	5	y.-j	y.-j	PROPN
easat-6590	298	6	.	.	PUNCT
easat-6590	299	1	tian	tian	PROPN
easat-6590	299	2	,	,	PUNCT
easat-6590	299	3	y.	y.	PROPN
easat-6590	299	4	zhang	zhang	PROPN
easat-6590	299	5	,	,	PUNCT
easat-6590	299	6	k.-j	k.-j	PROPN
easat-6590	299	7	.	.	PUNCT
easat-6590	300	1	stol	stol	PROPN
easat-6590	300	2	,	,	PUNCT
easat-6590	300	3	l.	l.	PROPN
easat-6590	300	4	jiang	jiang	PROPN
easat-6590	300	5	,	,	PUNCT
easat-6590	300	6	and	and	CCONJ
easat-6590	300	7	h.	h.	PROPN
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easat-6590	300	9	,	,	PUNCT
easat-6590	300	10	"	"	PUNCT
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easat-6590	300	13	a	a	DET
easat-6590	300	14	good	good	ADJ
easat-6590	300	15	commit	commit	NOUN
easat-6590	300	16	message	message	NOUN
easat-6590	300	17	?	?	PUNCT
easat-6590	300	18	,	,	PUNCT
easat-6590	300	19	"	"	PUNCT
easat-6590	300	20	in	in	ADP
easat-6590	300	21	proceedings	proceeding	NOUN
easat-6590	300	22	of	of	ADP
easat-6590	300	23	the	the	DET
easat-6590	300	24	44th	44th	ADJ
easat-6590	300	25	international	international	ADJ
easat-6590	300	26	conference	conference	NOUN
easat-6590	300	27	on	on	ADP
easat-6590	300	28	software	software	NOUN
easat-6590	300	29	engineering	engineering	NOUN
easat-6590	300	30	,	,	PUNCT
easat-6590	300	31	2022	2022	NUM
easat-6590	300	32	,	,	PUNCT
easat-6590	300	33	pp	pp	ADJ
easat-6590	300	34	.	.	PUNCT
easat-6590	301	1	2389–2401	2389–2401	NUM
easat-6590	301	2	,	,	PUNCT
easat-6590	301	3	doi	doi	NOUN
easat-6590	301	4	:	:	PUNCT
easat-6590	301	5	https://doi.org/10.1145/3510003.3510205	https://doi.org/10.1145/3510003.3510205	NOUN
easat-6590	301	6	.	.	PUNCT
easat-6590	302	1	[	[	X
easat-6590	302	2	26	26	NUM
easat-6590	302	3	]	]	PUNCT
easat-6590	302	4	a.	a.	PROPN
easat-6590	302	5	berg	berg	PROPN
easat-6590	302	6	,	,	PUNCT
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easat-6590	302	9	,	,	PUNCT
easat-6590	302	10	and	and	CCONJ
easat-6590	302	11	r.	r.	PROPN
easat-6590	302	12	glassey	glassey	NOUN
easat-6590	302	13	,	,	PUNCT
easat-6590	302	14	"	"	PUNCT
easat-6590	302	15	if	if	SCONJ
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easat-6590	302	18	,	,	PUNCT
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easat-6590	302	21	:	:	PUNCT
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easat-6590	302	26	commit	commit	VERB
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easat-6590	302	29	first	first	ADJ
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easat-6590	302	32	,	,	PUNCT
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easat-6590	302	34	in	in	ADP
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easat-6590	302	36	of	of	ADP
easat-6590	302	37	the	the	DET
easat-6590	302	38	53rd	53rd	PROPN
easat-6590	302	39	acm	acm	PROPN
easat-6590	302	40	technical	technical	ADJ
easat-6590	302	41	symposium	symposium	NOUN
easat-6590	302	42	on	on	ADP
easat-6590	302	43	computer	computer	NOUN
easat-6590	302	44	science	science	NOUN
easat-6590	302	45	education	education	NOUN
easat-6590	302	46	,	,	PUNCT
easat-6590	302	47	2022	2022	NUM
easat-6590	302	48	,	,	PUNCT
easat-6590	302	49	doi	doi	NOUN
easat-6590	302	50	:	:	PUNCT
easat-6590	302	51	https://doi.org/10.1145/3478431.3499371	https://doi.org/10.1145/3478431.3499371	X
easat-6590	302	52	.	.	PUNCT
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easat-6590	303	3	]	]	PUNCT
easat-6590	303	4	j.	j.	PROPN
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easat-6590	303	13	g.	g.	PROPN
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easat-6590	303	17	a	a	DET
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easat-6590	303	20	to	to	ADP
easat-6590	303	21	version	version	NOUN
easat-6590	303	22	control	control	NOUN
easat-6590	303	23	with	with	ADP
easat-6590	303	24	git	git	NOUN
easat-6590	303	25	and	and	CCONJ
easat-6590	303	26	github	github	NOUN
easat-6590	303	27	,	,	PUNCT
easat-6590	303	28	"	"	PUNCT
easat-6590	303	29	plos	plos	PROPN
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easat-6590	303	31	biology	biology	NOUN
easat-6590	303	32	,	,	PUNCT
easat-6590	303	33	vol	vol	NOUN
easat-6590	303	34	.	.	PROPN
easat-6590	303	35	12	12	NUM
easat-6590	303	36	,	,	PUNCT
easat-6590	303	37	no	no	INTJ
easat-6590	303	38	.	.	NOUN
easat-6590	303	39	1	1	NUM
easat-6590	303	40	,	,	PUNCT
easat-6590	303	41	pp	pp	ADJ
easat-6590	303	42	.	.	PUNCT
easat-6590	303	43	1–18	1–18	NUM
easat-6590	303	44	,	,	PUNCT
easat-6590	303	45	2016	2016	NUM
easat-6590	303	46	.	.	PUNCT
easat-6590	304	1	https://doi.org/10.1371/journal.pcbi.1004668	https://doi.org/10.1371/journal.pcbi.1004668	PROPN
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easat-6590	304	7	https://doi.org/10.33423/jhetp.v22i12.5460	https://doi.org/10.33423/jhetp.v22i12.5460	PROPN
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easat-6590	304	14	https://doi.org/10.48550/arxiv.2304.13887	https://doi.org/10.48550/arxiv.2304.13887	PROPN
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easat-6590	304	16	https://doi.org/10.1145/3478431.3499371	https://doi.org/10.1145/3478431.3499371	NOUN
easat-6590	304	17	https://doi.org/10.1371/journal.pcbi.1004668	https://doi.org/10.1371/journal.pcbi.1004668	PROPN
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easat-6590	304	27	-	-	SYM
easat-6590	304	28	8484	8484	NUM
easat-6590	304	29	vol	vol	NOUN
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easat-6590	305	6	:	:	SYM
easat-6590	305	7	2502	2502	NUM
easat-6590	305	8	-	-	SYM
easat-6590	305	9	2514	2514	NUM
easat-6590	305	10	,	,	PUNCT
easat-6590	305	11	2025	2025	NUM
easat-6590	305	12	doi	doi	NOUN
easat-6590	305	13	:	:	PUNCT
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easat-6590	306	14	j.	j.	PROPN
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easat-6590	306	16	,	,	PUNCT
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easat-6590	306	28	courses	course	NOUN
easat-6590	306	29	,	,	PUNCT
easat-6590	306	30	"	"	PUNCT
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easat-6590	306	33	the	the	DET
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easat-6590	306	35	conference	conference	NOUN
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easat-6590	306	40	and	and	CCONJ
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easat-6590	306	42	technologies	technology	NOUN
easat-6590	306	43	,	,	PUNCT
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easat-6590	306	45	.	.	PUNCT
easat-6590	307	1	[	[	X
easat-6590	307	2	29	29	NUM
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easat-6590	307	14	in	in	ADP
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easat-6590	307	17	,	,	PUNCT
easat-6590	307	18	"	"	PUNCT
easat-6590	307	19	in	in	ADP
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