id	sid	tid	token	lemma	pos
easat-6023	1	1	edelweiss	edelweiss	PROPN
easat-6023	1	2	applied	apply	VERB
easat-6023	1	3	science	science	NOUN
easat-6023	1	4	and	and	CCONJ
easat-6023	1	5	technology	technology	NOUN
easat-6023	1	6	issn	issn	PROPN
easat-6023	1	7	:	:	PUNCT
easat-6023	1	8	2576	2576	NUM
easat-6023	1	9	-	-	SYM
easat-6023	1	10	8484	8484	NUM
easat-6023	1	11	vol	vol	NOUN
easat-6023	1	12	.	.	PROPN
easat-6023	2	1	9	9	NUM
easat-6023	2	2	,	,	PUNCT
easat-6023	2	3	no	no	INTJ
easat-6023	2	4	.	.	NOUN
easat-6023	2	5	4	4	NUM
easat-6023	2	6	,	,	PUNCT
easat-6023	2	7	503	503	NUM
easat-6023	2	8	-	-	SYM
easat-6023	2	9	517	517	NUM
easat-6023	2	10	2025	2025	NUM
easat-6023	2	11	publisher	publisher	NOUN
easat-6023	2	12	:	:	PUNCT
easat-6023	2	13	learning	learn	VERB
easat-6023	2	14	gate	gate	NOUN
easat-6023	2	15	doi	doi	PROPN
easat-6023	2	16	:	:	PUNCT
easat-6023	2	17	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	2	18	©	©	PROPN
easat-6023	2	19	2025	2025	NUM
easat-6023	2	20	by	by	ADP
easat-6023	2	21	the	the	DET
easat-6023	2	22	authors	author	NOUN
easat-6023	2	23	;	;	PUNCT
easat-6023	2	24	licensee	licensee	PROPN
easat-6023	2	25	learning	learning	NOUN
easat-6023	2	26	gate	gate	NOUN
easat-6023	3	1	©	©	PROPN
easat-6023	3	2	2025	2025	NUM
easat-6023	3	3	by	by	ADP
easat-6023	3	4	the	the	DET
easat-6023	3	5	authors	author	NOUN
easat-6023	3	6	;	;	PUNCT
easat-6023	3	7	licensee	licensee	PROPN
easat-6023	3	8	learning	learning	NOUN
easat-6023	3	9	gate	gate	NOUN
easat-6023	3	10	history	history	NOUN
easat-6023	3	11	:	:	PUNCT
easat-6023	3	12	received	receive	VERB
easat-6023	3	13	:	:	PUNCT
easat-6023	3	14	27	27	NUM
easat-6023	3	15	january	january	NOUN
easat-6023	3	16	2025	2025	NUM
easat-6023	3	17	;	;	PUNCT
easat-6023	3	18	revised	revise	VERB
easat-6023	3	19	:	:	PUNCT
easat-6023	3	20	11	11	NUM
easat-6023	3	21	march	march	NOUN
easat-6023	3	22	2025	2025	NUM
easat-6023	3	23	;	;	PUNCT
easat-6023	3	24	accepted	accept	VERB
easat-6023	3	25	:	:	PUNCT
easat-6023	3	26	17	17	NUM
easat-6023	3	27	march	march	NOUN
easat-6023	3	28	2025	2025	NUM
easat-6023	3	29	;	;	PUNCT
easat-6023	3	30	published	publish	VERB
easat-6023	3	31	:	:	PUNCT
easat-6023	4	1	7	7	NUM
easat-6023	4	2	april	april	PROPN
easat-6023	4	3	2025	2025	NUM
easat-6023	4	4	*	*	PUNCT
easat-6023	4	5	correspondence	correspondence	NOUN
easat-6023	4	6	:	:	PUNCT
easat-6023	4	7	prof.cdnandakumar@gmail.com	prof.cdnandakumar@gmail.com	X
easat-6023	4	8	beyond	beyond	ADP
easat-6023	4	9	formal	formal	ADJ
easat-6023	4	10	education	education	NOUN
easat-6023	4	11	:	:	PUNCT
easat-6023	4	12	exploring	explore	VERB
easat-6023	4	13	informal	informal	ADJ
easat-6023	4	14	apprenticeship	apprenticeship	NOUN
easat-6023	4	15	as	as	ADP
easat-6023	4	16	a	a	DET
easat-6023	4	17	pathway	pathway	NOUN
easat-6023	4	18	to	to	ADP
easat-6023	4	19	entrepreneurial	entrepreneurial	ADJ
easat-6023	4	20	success	success	NOUN
easat-6023	4	21	from	from	ADP
easat-6023	4	22	a	a	DET
easat-6023	4	23	ghanaian	ghanaian	ADJ
easat-6023	4	24	perspective	perspective	NOUN
easat-6023	4	25	gabriel	gabriel	PROPN
easat-6023	4	26	mwinkume1,2	mwinkume1,2	PROPN
easat-6023	4	27	,	,	PUNCT
easat-6023	4	28	c.d	c.d	PROPN
easat-6023	4	29	.	.	PROPN
easat-6023	4	30	nandakumar1	nandakumar1	PROPN
easat-6023	4	31	*	*	PROPN
easat-6023	4	32	,	,	PUNCT
easat-6023	4	33	emmanuel	emmanuel	PROPN
easat-6023	4	34	aidoo1,2	aidoo1,2	PROPN
easat-6023	4	35	,	,	PUNCT
easat-6023	4	36	solomon	solomon	PROPN
easat-6023	4	37	t.	t.	PROPN
easat-6023	4	38	yeboah3	yeboah3	PROPN
easat-6023	5	1	1department	1department	NUM
easat-6023	5	2	of	of	ADP
easat-6023	5	3	mathematics	mathematics	PROPN
easat-6023	5	4	&	&	CCONJ
easat-6023	5	5	actuarial	actuarial	ADJ
easat-6023	5	6	science	science	NOUN
easat-6023	5	7	,	,	PUNCT
easat-6023	5	8	b.s	b.s	PROPN
easat-6023	5	9	.	.	PROPN
easat-6023	5	10	abdur	abdur	PROPN
easat-6023	5	11	rahman	rahman	PROPN
easat-6023	5	12	crescent	crescent	PROPN
easat-6023	5	13	institute	institute	PROPN
easat-6023	5	14	of	of	ADP
easat-6023	5	15	science	science	PROPN
easat-6023	5	16	&	&	CCONJ
easat-6023	5	17	technology	technology	PROPN
easat-6023	5	18	,	,	PUNCT
easat-6023	5	19	vandalur	vandalur	NOUN
easat-6023	5	20	,	,	PUNCT
easat-6023	5	21	chennai	chennai	NOUN
easat-6023	5	22	,	,	PUNCT
easat-6023	5	23	600048	600048	NUM
easat-6023	5	24	,	,	PUNCT
easat-6023	5	25	india	india	PROPN
easat-6023	5	26	.	.	PUNCT
easat-6023	6	1	2department	2department	NUM
easat-6023	6	2	of	of	ADP
easat-6023	6	3	mathematics	mathematic	NOUN
easat-6023	6	4	and	and	CCONJ
easat-6023	6	5	statistics	statistic	NOUN
easat-6023	6	6	,	,	PUNCT
easat-6023	6	7	cape	cape	NOUN
easat-6023	6	8	coast	coast	PROPN
easat-6023	6	9	technical	technical	PROPN
easat-6023	6	10	university	university	PROPN
easat-6023	6	11	,	,	PUNCT
easat-6023	6	12	cape	cape	NOUN
easat-6023	6	13	coast	coast	NOUN
easat-6023	6	14	,	,	PUNCT
easat-6023	6	15	ghana	ghana	PROPN
easat-6023	6	16	;	;	PUNCT
easat-6023	6	17	prof.cdnandakumar@gmail.com	prof.cdnandakumar@gmail.com	X
easat-6023	6	18	,	,	PUNCT
easat-6023	6	19	cdnandakumar@crescent.education	cdnandakumar@crescent.education	PROPN
easat-6023	6	20	(	(	PUNCT
easat-6023	6	21	c.d	c.d	PROPN
easat-6023	6	22	.	.	PROPN
easat-6023	6	23	n.	n.	PROPN
easat-6023	6	24	)	)	PUNCT
easat-6023	7	1	3department	3department	NUM
easat-6023	7	2	of	of	ADP
easat-6023	7	3	marketing	marketing	NOUN
easat-6023	7	4	,	,	PUNCT
easat-6023	7	5	cape	cape	PROPN
easat-6023	7	6	coast	coast	PROPN
easat-6023	7	7	technical	technical	PROPN
easat-6023	7	8	university	university	PROPN
easat-6023	7	9	,	,	PUNCT
easat-6023	7	10	cape	cape	NOUN
easat-6023	7	11	coast	coast	PROPN
easat-6023	7	12	,	,	PUNCT
easat-6023	7	13	ghana	ghana	PROPN
easat-6023	7	14	.	.	PUNCT
easat-6023	8	1	abstract	abstract	ADJ
easat-6023	8	2	:	:	PUNCT
easat-6023	8	3	this	this	DET
easat-6023	8	4	study	study	NOUN
easat-6023	8	5	investigates	investigate	VERB
easat-6023	8	6	how	how	SCONJ
easat-6023	8	7	informal	informal	ADJ
easat-6023	8	8	apprenticeships	apprenticeship	NOUN
easat-6023	8	9	serve	serve	VERB
easat-6023	8	10	as	as	ADP
easat-6023	8	11	a	a	DET
easat-6023	8	12	pathway	pathway	NOUN
easat-6023	8	13	to	to	PART
easat-6023	8	14	entrepreneurship	entrepreneurship	NOUN
easat-6023	8	15	in	in	ADP
easat-6023	8	16	ghana	ghana	PROPN
easat-6023	8	17	,	,	PUNCT
easat-6023	8	18	focusing	focus	VERB
easat-6023	8	19	on	on	ADP
easat-6023	8	20	the	the	DET
easat-6023	8	21	factors	factor	NOUN
easat-6023	8	22	influencing	influence	VERB
easat-6023	8	23	the	the	DET
easat-6023	8	24	decision	decision	NOUN
easat-6023	8	25	to	to	PART
easat-6023	8	26	enter	enter	VERB
easat-6023	8	27	apprenticeships	apprenticeship	NOUN
easat-6023	8	28	,	,	PUNCT
easat-6023	8	29	trade	trade	NOUN
easat-6023	8	30	selection	selection	NOUN
easat-6023	8	31	,	,	PUNCT
easat-6023	8	32	and	and	CCONJ
easat-6023	8	33	entrepreneurial	entrepreneurial	ADJ
easat-6023	8	34	ambitions	ambition	NOUN
easat-6023	8	35	.	.	PUNCT
easat-6023	9	1	utilizing	utilize	VERB
easat-6023	9	2	a	a	DET
easat-6023	9	3	multinomial	multinomial	ADJ
easat-6023	9	4	logit	logit	NOUN
easat-6023	9	5	model	model	NOUN
easat-6023	9	6	,	,	PUNCT
easat-6023	9	7	the	the	DET
easat-6023	9	8	research	research	NOUN
easat-6023	9	9	examines	examine	VERB
easat-6023	9	10	data	datum	NOUN
easat-6023	9	11	from	from	ADP
easat-6023	9	12	1,600	1,600	NUM
easat-6023	9	13	apprentices	apprentice	NOUN
easat-6023	9	14	to	to	PART
easat-6023	9	15	identify	identify	VERB
easat-6023	9	16	the	the	DET
easat-6023	9	17	interplay	interplay	NOUN
easat-6023	9	18	between	between	ADP
easat-6023	9	19	individual	individual	ADJ
easat-6023	9	20	characteristics	characteristic	NOUN
easat-6023	9	21	,	,	PUNCT
easat-6023	9	22	financial	financial	ADJ
easat-6023	9	23	limitations	limitation	NOUN
easat-6023	9	24	,	,	PUNCT
easat-6023	9	25	and	and	CCONJ
easat-6023	9	26	trade	trade	NOUN
easat-6023	9	27	preferences	preference	NOUN
easat-6023	9	28	.	.	PUNCT
easat-6023	10	1	the	the	DET
easat-6023	10	2	analysis	analysis	NOUN
easat-6023	10	3	reveals	reveal	VERB
easat-6023	10	4	that	that	SCONJ
easat-6023	10	5	financial	financial	ADJ
easat-6023	10	6	constraints	constraint	NOUN
easat-6023	10	7	significantly	significantly	ADV
easat-6023	10	8	impact	impact	VERB
easat-6023	10	9	the	the	DET
easat-6023	10	10	decision	decision	NOUN
easat-6023	10	11	to	to	PART
easat-6023	10	12	pursue	pursue	VERB
easat-6023	10	13	an	an	DET
easat-6023	10	14	apprenticeship	apprenticeship	NOUN
easat-6023	10	15	,	,	PUNCT
easat-6023	10	16	while	while	SCONJ
easat-6023	10	17	trade	trade	NOUN
easat-6023	10	18	selection	selection	NOUN
easat-6023	10	19	is	be	AUX
easat-6023	10	20	largely	largely	ADV
easat-6023	10	21	influenced	influence	VERB
easat-6023	10	22	by	by	ADP
easat-6023	10	23	perceived	perceive	VERB
easat-6023	10	24	entrepreneurial	entrepreneurial	ADJ
easat-6023	10	25	prospects	prospect	NOUN
easat-6023	10	26	.	.	PUNCT
easat-6023	11	1	interestingly	interestingly	ADV
easat-6023	11	2	,	,	PUNCT
easat-6023	11	3	individuals	individual	NOUN
easat-6023	11	4	with	with	ADP
easat-6023	11	5	higher	high	ADJ
easat-6023	11	6	educational	educational	ADJ
easat-6023	11	7	qualifications	qualification	NOUN
easat-6023	11	8	tend	tend	VERB
easat-6023	11	9	to	to	PART
easat-6023	11	10	enter	enter	VERB
easat-6023	11	11	skilled	skilled	ADJ
easat-6023	11	12	trades	trade	NOUN
easat-6023	11	13	,	,	PUNCT
easat-6023	11	14	implying	imply	VERB
easat-6023	11	15	that	that	SCONJ
easat-6023	11	16	formal	formal	ADJ
easat-6023	11	17	education	education	NOUN
easat-6023	11	18	enhances	enhance	VERB
easat-6023	11	19	their	their	PRON
easat-6023	11	20	recognition	recognition	NOUN
easat-6023	11	21	of	of	ADP
easat-6023	11	22	business	business	NOUN
easat-6023	11	23	potential	potential	NOUN
easat-6023	11	24	in	in	ADP
easat-6023	11	25	these	these	DET
easat-6023	11	26	fields	field	NOUN
easat-6023	11	27	.	.	PUNCT
easat-6023	12	1	contrary	contrary	ADJ
easat-6023	12	2	to	to	ADP
easat-6023	12	3	expectations	expectation	NOUN
easat-6023	12	4	,	,	PUNCT
easat-6023	12	5	guidance	guidance	NOUN
easat-6023	12	6	from	from	ADP
easat-6023	12	7	parents	parent	NOUN
easat-6023	12	8	and	and	CCONJ
easat-6023	12	9	teachers	teacher	NOUN
easat-6023	12	10	appears	appear	VERB
easat-6023	12	11	to	to	PART
easat-6023	12	12	discourage	discourage	VERB
easat-6023	12	13	apprenticeship	apprenticeship	NOUN
easat-6023	12	14	participation	participation	NOUN
easat-6023	12	15	.	.	PUNCT
easat-6023	13	1	additionally	additionally	ADV
easat-6023	13	2	,	,	PUNCT
easat-6023	13	3	catering	catering	NOUN
easat-6023	13	4	and	and	CCONJ
easat-6023	13	5	carpentry	carpentry	NOUN
easat-6023	13	6	emerge	emerge	VERB
easat-6023	13	7	as	as	ADP
easat-6023	13	8	trades	trade	NOUN
easat-6023	13	9	with	with	ADP
easat-6023	13	10	strong	strong	ADJ
easat-6023	13	11	entrepreneurial	entrepreneurial	ADJ
easat-6023	13	12	potential	potential	NOUN
easat-6023	13	13	,	,	PUNCT
easat-6023	13	14	though	though	SCONJ
easat-6023	13	15	the	the	DET
easat-6023	13	16	limited	limited	ADJ
easat-6023	13	17	range	range	NOUN
easat-6023	13	18	of	of	ADP
easat-6023	13	19	available	available	ADJ
easat-6023	13	20	apprenticeship	apprenticeship	NOUN
easat-6023	13	21	options	option	NOUN
easat-6023	13	22	presents	present	VERB
easat-6023	13	23	a	a	DET
easat-6023	13	24	challenge	challenge	NOUN
easat-6023	13	25	.	.	PUNCT
easat-6023	14	1	these	these	DET
easat-6023	14	2	insights	insight	NOUN
easat-6023	14	3	question	question	VERB
easat-6023	14	4	the	the	DET
easat-6023	14	5	notion	notion	NOUN
easat-6023	14	6	that	that	SCONJ
easat-6023	14	7	informal	informal	ADJ
easat-6023	14	8	apprenticeships	apprenticeship	NOUN
easat-6023	14	9	are	be	AUX
easat-6023	14	10	primarily	primarily	ADV
easat-6023	14	11	for	for	ADP
easat-6023	14	12	academically	academically	ADV
easat-6023	14	13	weak	weak	ADJ
easat-6023	14	14	students	student	NOUN
easat-6023	14	15	,	,	PUNCT
easat-6023	14	16	highlighting	highlight	VERB
easat-6023	14	17	the	the	DET
easat-6023	14	18	importance	importance	NOUN
easat-6023	14	19	of	of	ADP
easat-6023	14	20	strategic	strategic	ADJ
easat-6023	14	21	interventions	intervention	NOUN
easat-6023	14	22	to	to	PART
easat-6023	14	23	strengthen	strengthen	VERB
easat-6023	14	24	their	their	PRON
easat-6023	14	25	role	role	NOUN
easat-6023	14	26	in	in	ADP
easat-6023	14	27	fostering	foster	VERB
easat-6023	14	28	entrepreneurship	entrepreneurship	NOUN
easat-6023	14	29	.	.	PUNCT
easat-6023	15	1	to	to	PART
easat-6023	15	2	enhance	enhance	VERB
easat-6023	15	3	the	the	DET
easat-6023	15	4	effectiveness	effectiveness	NOUN
easat-6023	15	5	of	of	ADP
easat-6023	15	6	informal	informal	ADJ
easat-6023	15	7	apprenticeships	apprenticeship	NOUN
easat-6023	15	8	,	,	PUNCT
easat-6023	15	9	policies	policy	NOUN
easat-6023	15	10	should	should	AUX
easat-6023	15	11	focus	focus	VERB
easat-6023	15	12	on	on	ADP
easat-6023	15	13	broadening	broaden	VERB
easat-6023	15	14	trade	trade	NOUN
easat-6023	15	15	options	option	NOUN
easat-6023	15	16	,	,	PUNCT
easat-6023	15	17	incorporating	incorporate	VERB
easat-6023	15	18	entrepreneurship	entrepreneurship	NOUN
easat-6023	15	19	education	education	NOUN
easat-6023	15	20	,	,	PUNCT
easat-6023	15	21	and	and	CCONJ
easat-6023	15	22	strengthening	strengthen	VERB
easat-6023	15	23	the	the	DET
easat-6023	15	24	link	link	NOUN
easat-6023	15	25	between	between	ADP
easat-6023	15	26	formal	formal	ADJ
easat-6023	15	27	and	and	CCONJ
easat-6023	15	28	informal	informal	ADJ
easat-6023	15	29	learning	learning	NOUN
easat-6023	15	30	systems	system	NOUN
easat-6023	15	31	.	.	PUNCT
easat-6023	16	1	further	further	ADJ
easat-6023	16	2	research	research	NOUN
easat-6023	16	3	could	could	AUX
easat-6023	16	4	explore	explore	VERB
easat-6023	16	5	comparative	comparative	ADJ
easat-6023	16	6	studies	study	NOUN
easat-6023	16	7	of	of	ADP
easat-6023	16	8	apprenticeship	apprenticeship	NOUN
easat-6023	16	9	models	model	NOUN
easat-6023	16	10	across	across	ADP
easat-6023	16	11	different	different	ADJ
easat-6023	16	12	contexts	contexts	NOUN
easat-6023	16	13	.	.	PUNCT
easat-6023	17	1	keywords	keyword	NOUN
easat-6023	17	2	:	:	PUNCT
easat-6023	17	3	entrepreneurial	entrepreneurial	ADJ
easat-6023	17	4	potential	potential	ADJ
easat-6023	17	5	,	,	PUNCT
easat-6023	17	6	informal	informal	ADJ
easat-6023	17	7	apprenticeships	apprenticeship	NOUN
easat-6023	17	8	,	,	PUNCT
easat-6023	17	9	multinomial	multinomial	ADJ
easat-6023	17	10	logit	logit	PROPN
easat-6023	17	11	model	model	NOUN
easat-6023	17	12	,	,	PUNCT
easat-6023	17	13	policy	policy	NOUN
easat-6023	17	14	changes	change	NOUN
easat-6023	17	15	.	.	PUNCT
easat-6023	18	1	1	1	X
easat-6023	18	2	.	.	X
easat-6023	18	3	introduction	introduction	NOUN
easat-6023	18	4	formal	formal	ADJ
easat-6023	18	5	education	education	NOUN
easat-6023	18	6	often	often	ADV
easat-6023	18	7	gets	get	AUX
easat-6023	18	8	prioritized	prioritize	VERB
easat-6023	18	9	as	as	ADP
easat-6023	18	10	the	the	DET
easat-6023	18	11	primary	primary	ADJ
easat-6023	18	12	pathway	pathway	NOUN
easat-6023	18	13	to	to	ADP
easat-6023	18	14	career	career	NOUN
easat-6023	18	15	success	success	NOUN
easat-6023	18	16	.	.	PUNCT
easat-6023	19	1	for	for	ADP
easat-6023	19	2	example	example	NOUN
easat-6023	19	3	,	,	PUNCT
easat-6023	19	4	in	in	ADP
easat-6023	19	5	ghana	ghana	PROPN
easat-6023	19	6	,	,	PUNCT
easat-6023	19	7	the	the	DET
easat-6023	19	8	implementation	implementation	NOUN
easat-6023	19	9	of	of	ADP
easat-6023	19	10	the	the	DET
easat-6023	19	11	free	free	ADJ
easat-6023	19	12	compulsory	compulsory	ADJ
easat-6023	19	13	universal	universal	ADJ
easat-6023	19	14	basic	basic	ADJ
easat-6023	19	15	education	education	NOUN
easat-6023	19	16	(	(	PUNCT
easat-6023	19	17	fcube	fcube	NOUN
easat-6023	19	18	)	)	PUNCT
easat-6023	19	19	in	in	ADP
easat-6023	19	20	october	october	PROPN
easat-6023	19	21	1996	1996	NUM
easat-6023	19	22	(	(	PUNCT
easat-6023	19	23	a	a	DET
easat-6023	19	24	constitutional	constitutional	ADJ
easat-6023	19	25	requirement	requirement	NOUN
easat-6023	19	26	)	)	PUNCT
easat-6023	19	27	and	and	CCONJ
easat-6023	19	28	the	the	DET
easat-6023	19	29	free	free	ADJ
easat-6023	19	30	senior	senior	ADJ
easat-6023	19	31	high	high	ADJ
easat-6023	19	32	school	school	NOUN
easat-6023	19	33	in	in	ADP
easat-6023	19	34	september	september	PROPN
easat-6023	19	35	2017	2017	NUM
easat-6023	19	36	,	,	PUNCT
easat-6023	19	37	are	be	AUX
easat-6023	19	38	all	all	ADV
easat-6023	19	39	geared	gear	VERB
easat-6023	19	40	towards	towards	ADP
easat-6023	19	41	promoting	promote	VERB
easat-6023	19	42	formal	formal	ADJ
easat-6023	19	43	education	education	NOUN
easat-6023	19	44	in	in	ADP
easat-6023	19	45	ghana	ghana	PROPN
easat-6023	19	46	.	.	PUNCT
easat-6023	20	1	however	however	ADV
easat-6023	20	2	,	,	PUNCT
easat-6023	20	3	a	a	DET
easat-6023	20	4	significant	significant	ADJ
easat-6023	20	5	portion	portion	NOUN
easat-6023	20	6	of	of	ADP
easat-6023	20	7	the	the	DET
easat-6023	20	8	workforce	workforce	NOUN
easat-6023	20	9	acquires	acquire	VERB
easat-6023	20	10	skills	skill	NOUN
easat-6023	20	11	through	through	ADP
easat-6023	20	12	informal	informal	ADJ
easat-6023	20	13	apprenticeships	apprenticeship	NOUN
easat-6023	20	14	leading	lead	VERB
easat-6023	20	15	to	to	ADP
easat-6023	20	16	entrepreneurial	entrepreneurial	ADJ
easat-6023	20	17	success	success	NOUN
easat-6023	20	18	[	[	X
easat-6023	20	19	1	1	NUM
easat-6023	20	20	]	]	PUNCT
easat-6023	20	21	.	.	PUNCT
easat-6023	21	1	notably	notably	ADV
easat-6023	21	2	in	in	ADP
easat-6023	21	3	ghana	ghana	PROPN
easat-6023	21	4	,	,	PUNCT
easat-6023	21	5	informal	informal	ADJ
easat-6023	21	6	apprenticeships	apprenticeship	NOUN
easat-6023	21	7	contribute	contribute	VERB
easat-6023	21	8	80	80	NUM
easat-6023	21	9	-	-	SYM
easat-6023	21	10	90	90	NUM
easat-6023	21	11	%	%	NOUN
easat-6023	21	12	of	of	ADP
easat-6023	21	13	ghana	ghana	PROPN
easat-6023	21	14	's	's	PART
easat-6023	21	15	skilled	skilled	ADJ
easat-6023	21	16	workforce	workforce	NOUN
easat-6023	21	17	(	(	PUNCT
easat-6023	21	18	ghana	ghana	PROPN
easat-6023	21	19	statistical	statistical	ADJ
easat-6023	21	20	service	service	NOUN
easat-6023	21	21	,	,	PUNCT
easat-6023	21	22	2017	2017	NUM
easat-6023	21	23	2018	2018	NUM
easat-6023	21	24	)	)	PUNCT
easat-6023	21	25	.	.	PUNCT
easat-6023	22	1	yet	yet	ADV
easat-6023	22	2	,	,	PUNCT
easat-6023	22	3	the	the	DET
easat-6023	22	4	sector	sector	NOUN
easat-6023	22	5	lacks	lack	VERB
easat-6023	22	6	the	the	DET
easat-6023	22	7	recognition	recognition	NOUN
easat-6023	22	8	and	and	CCONJ
easat-6023	22	9	support	support	NOUN
easat-6023	22	10	.	.	PUNCT
easat-6023	23	1	now	now	ADV
easat-6023	23	2	the	the	DET
easat-6023	23	3	ghanaian	ghanaian	ADJ
easat-6023	23	4	government	government	NOUN
easat-6023	23	5	acknowledges	acknowledge	VERB
easat-6023	23	6	the	the	DET
easat-6023	23	7	significance	significance	NOUN
easat-6023	23	8	of	of	ADP
easat-6023	23	9	informal	informal	ADJ
easat-6023	23	10	apprenticeships	apprenticeship	NOUN
easat-6023	23	11	and	and	CCONJ
easat-6023	23	12	has	have	AUX
easat-6023	23	13	implemented	implement	VERB
easat-6023	23	14	initiatives	initiative	NOUN
easat-6023	23	15	to	to	PART
easat-6023	23	16	bring	bring	VERB
easat-6023	23	17	more	more	ADJ
easat-6023	23	18	structure	structure	NOUN
easat-6023	23	19	and	and	CCONJ
easat-6023	23	20	regulation	regulation	NOUN
easat-6023	23	21	to	to	ADP
easat-6023	23	22	the	the	DET
easat-6023	23	23	sector	sector	NOUN
easat-6023	23	24	.	.	PUNCT
easat-6023	24	1	one	one	NUM
easat-6023	24	2	such	such	ADJ
easat-6023	24	3	effort	effort	NOUN
easat-6023	24	4	is	be	AUX
easat-6023	24	5	the	the	DET
easat-6023	24	6	enactment	enactment	NOUN
easat-6023	24	7	of	of	ADP
easat-6023	24	8	the	the	DET
easat-6023	24	9	national	national	ADJ
easat-6023	24	10	apprenticeship	apprenticeship	NOUN
easat-6023	24	11	policy	policy	NOUN
easat-6023	24	12	(	(	PUNCT
easat-6023	24	13	nap	nap	NOUN
easat-6023	24	14	)	)	PUNCT
easat-6023	24	15	in	in	ADP
easat-6023	24	16	2020	2020	NUM
easat-6023	24	17	,	,	PUNCT
easat-6023	24	18	to	to	PART
easat-6023	24	19	enhance	enhance	VERB
easat-6023	24	20	the	the	DET
easat-6023	24	21	quality	quality	NOUN
easat-6023	24	22	accessibility	accessibility	NOUN
easat-6023	24	23	,	,	PUNCT
easat-6023	24	24	and	and	CCONJ
easat-6023	24	25	regulation	regulation	NOUN
easat-6023	24	26	of	of	ADP
easat-6023	24	27	apprenticeship	apprenticeship	NOUN
easat-6023	24	28	training	training	NOUN
easat-6023	24	29	for	for	ADP
easat-6023	24	30	participants	participant	NOUN
easat-6023	24	31	.	.	PUNCT
easat-6023	25	1	however	however	ADV
easat-6023	25	2	,	,	PUNCT
easat-6023	25	3	successfully	successfully	ADV
easat-6023	25	4	implementing	implement	VERB
easat-6023	25	5	and	and	CCONJ
easat-6023	25	6	enforcing	enforce	VERB
easat-6023	25	7	these	these	DET
easat-6023	25	8	policies	policy	NOUN
easat-6023	25	9	remain	remain	VERB
easat-6023	25	10	a	a	DET
easat-6023	25	11	work	work	NOUN
easat-6023	25	12	in	in	ADP
easat-6023	25	13	progress	progress	NOUN
easat-6023	25	14	[	[	X
easat-6023	25	15	2	2	NUM
easat-6023	25	16	]	]	PUNCT
easat-6023	25	17	.	.	PUNCT
easat-6023	26	1	https://orcid.org/0000-0001-9261-1244	https://orcid.org/0000-0001-9261-1244	NOUN
easat-6023	26	2	504	504	NUM
easat-6023	26	3	edelweiss	edelweiss	PROPN
easat-6023	26	4	applied	apply	VERB
easat-6023	26	5	science	science	NOUN
easat-6023	26	6	and	and	CCONJ
easat-6023	26	7	technology	technology	NOUN
easat-6023	26	8	issn	issn	PROPN
easat-6023	26	9	:	:	PUNCT
easat-6023	26	10	2576	2576	NUM
easat-6023	26	11	-	-	SYM
easat-6023	26	12	8484	8484	NUM
easat-6023	26	13	vol	vol	NOUN
easat-6023	26	14	.	.	PROPN
easat-6023	27	1	9	9	NUM
easat-6023	27	2	,	,	PUNCT
easat-6023	27	3	no	no	INTJ
easat-6023	27	4	.	.	NOUN
easat-6023	27	5	4	4	NUM
easat-6023	27	6	:	:	PUNCT
easat-6023	27	7	503	503	NUM
easat-6023	27	8	-	-	NUM
easat-6023	27	9	517	517	NUM
easat-6023	27	10	,	,	PUNCT
easat-6023	27	11	2025	2025	NUM
easat-6023	27	12	doi	doi	NOUN
easat-6023	27	13	:	:	PUNCT
easat-6023	27	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	27	15	©	©	PROPN
easat-6023	27	16	2025	2025	NUM
easat-6023	27	17	by	by	ADP
easat-6023	27	18	the	the	DET
easat-6023	27	19	authors	author	NOUN
easat-6023	27	20	;	;	PUNCT
easat-6023	27	21	licensee	licensee	PROPN
easat-6023	27	22	learning	learning	PROPN
easat-6023	27	23	gate	gate	PROPN
easat-6023	27	24	prior	prior	ADJ
easat-6023	27	25	research	research	NOUN
easat-6023	27	26	suggests	suggest	VERB
easat-6023	27	27	various	various	ADJ
easat-6023	27	28	influences	influence	NOUN
easat-6023	27	29	on	on	ADP
easat-6023	27	30	career	career	NOUN
easat-6023	27	31	choices	choice	NOUN
easat-6023	27	32	,	,	PUNCT
easat-6023	27	33	including	include	VERB
easat-6023	27	34	personal	personal	ADJ
easat-6023	27	35	preferences	preference	NOUN
easat-6023	27	36	,	,	PUNCT
easat-6023	27	37	skills	skill	NOUN
easat-6023	27	38	,	,	PUNCT
easat-6023	27	39	financial	financial	ADJ
easat-6023	27	40	gain	gain	NOUN
easat-6023	27	41	,	,	PUNCT
easat-6023	27	42	and	and	CCONJ
easat-6023	27	43	family	family	NOUN
easat-6023	27	44	vocations	vocation	NOUN
easat-6023	27	45	[	[	X
easat-6023	27	46	3	3	NUM
easat-6023	27	47	-	-	SYM
easat-6023	27	48	6	6	NUM
easat-6023	27	49	]	]	PUNCT
easat-6023	27	50	.	.	PUNCT
easat-6023	28	1	similarly	similarly	ADV
easat-6023	28	2	yeboah	yeboah	PROPN
easat-6023	28	3	,	,	PUNCT
easat-6023	28	4	et	et	PROPN
easat-6023	28	5	al	al	PROPN
easat-6023	28	6	.	.	PUNCT
easat-6023	29	1	[	[	X
easat-6023	29	2	7	7	X
easat-6023	29	3	]	]	PUNCT
easat-6023	29	4	have	have	AUX
easat-6023	29	5	examined	examine	VERB
easat-6023	29	6	personal	personal	ADJ
easat-6023	29	7	factors	factor	NOUN
easat-6023	29	8	and	and	CCONJ
easat-6023	29	9	other	other	ADJ
easat-6023	29	10	key	key	ADJ
easat-6023	29	11	success	success	NOUN
easat-6023	29	12	factors	factor	NOUN
easat-6023	29	13	,	,	PUNCT
easat-6023	29	14	such	such	ADJ
easat-6023	29	15	as	as	ADP
easat-6023	29	16	personal	personal	ADJ
easat-6023	29	17	branding	branding	NOUN
easat-6023	29	18	,	,	PUNCT
easat-6023	29	19	earlier	early	ADV
easat-6023	29	20	startup	startup	ADJ
easat-6023	29	21	intentions	intention	NOUN
easat-6023	29	22	,	,	PUNCT
easat-6023	29	23	and	and	CCONJ
easat-6023	29	24	brand	brand	NOUN
easat-6023	29	25	image	image	NOUN
easat-6023	29	26	formation	formation	NOUN
easat-6023	29	27	,	,	PUNCT
easat-6023	29	28	as	as	ADP
easat-6023	29	29	precursors	precursor	NOUN
easat-6023	29	30	to	to	ADP
easat-6023	29	31	entrepreneurial	entrepreneurial	ADJ
easat-6023	29	32	success	success	NOUN
easat-6023	29	33	.	.	PUNCT
easat-6023	30	1	some	some	DET
easat-6023	30	2	key	key	ADJ
easat-6023	30	3	factors	factor	NOUN
easat-6023	30	4	identified	identify	VERB
easat-6023	30	5	include	include	VERB
easat-6023	30	6	business	business	NOUN
easat-6023	30	7	ideas	idea	NOUN
easat-6023	30	8	,	,	PUNCT
easat-6023	30	9	customer	customer	NOUN
easat-6023	30	10	satisfaction	satisfaction	NOUN
easat-6023	30	11	,	,	PUNCT
easat-6023	30	12	team	team	NOUN
easat-6023	30	13	cohesion	cohesion	NOUN
easat-6023	30	14	,	,	PUNCT
easat-6023	30	15	business	business	NOUN
easat-6023	30	16	models	model	NOUN
easat-6023	30	17	and	and	CCONJ
easat-6023	30	18	capital	capital	NOUN
easat-6023	30	19	acquisitions	acquisition	NOUN
easat-6023	30	20	,	,	PUNCT
easat-6023	30	21	organizational	organizational	ADJ
easat-6023	30	22	abilities	ability	NOUN
easat-6023	30	23	,	,	PUNCT
easat-6023	30	24	human	human	ADJ
easat-6023	30	25	capital	capital	NOUN
easat-6023	30	26	as	as	ADV
easat-6023	30	27	well	well	ADV
easat-6023	30	28	as	as	ADP
easat-6023	30	29	innovativeness	innovativeness	NOUN
easat-6023	30	30	of	of	ADP
easat-6023	30	31	new	new	ADJ
easat-6023	30	32	products	product	NOUN
easat-6023	30	33	[	[	X
easat-6023	30	34	8	8	NUM
easat-6023	30	35	-	-	SYM
easat-6023	30	36	12	12	NUM
easat-6023	30	37	]	]	PUNCT
easat-6023	30	38	.	.	PUNCT
easat-6023	31	1	according	accord	VERB
easat-6023	31	2	to	to	ADP
easat-6023	31	3	elmassah	elmassah	PROPN
easat-6023	31	4	,	,	PUNCT
easat-6023	31	5	et	et	PROPN
easat-6023	31	6	al	al	PROPN
easat-6023	31	7	.	.	PUNCT
easat-6023	32	1	[	[	X
easat-6023	32	2	13	13	NUM
easat-6023	32	3	]	]	PUNCT
easat-6023	32	4	the	the	DET
easat-6023	32	5	ability	ability	NOUN
easat-6023	32	6	to	to	PART
easat-6023	32	7	secure	secure	VERB
easat-6023	32	8	financial	financial	ADJ
easat-6023	32	9	resources	resource	NOUN
easat-6023	32	10	,	,	PUNCT
easat-6023	32	11	such	such	ADJ
easat-6023	32	12	as	as	ADP
easat-6023	32	13	startup	startup	NOUN
easat-6023	32	14	capital	capital	NOUN
easat-6023	32	15	,	,	PUNCT
easat-6023	32	16	and	and	CCONJ
easat-6023	32	17	the	the	DET
easat-6023	32	18	ability	ability	NOUN
easat-6023	32	19	to	to	PART
easat-6023	32	20	distinguish	distinguish	VERB
easat-6023	32	21	oneself	oneself	PRON
easat-6023	32	22	from	from	ADP
easat-6023	32	23	other	other	ADJ
easat-6023	32	24	entrepreneurs	entrepreneur	NOUN
easat-6023	32	25	are	be	AUX
easat-6023	32	26	credible	credible	ADJ
easat-6023	32	27	antecedents	antecedent	NOUN
easat-6023	32	28	to	to	ADP
easat-6023	32	29	entrepreneurial	entrepreneurial	ADJ
easat-6023	32	30	success	success	NOUN
easat-6023	32	31	.	.	PUNCT
easat-6023	33	1	generally	generally	ADV
easat-6023	33	2	,	,	PUNCT
easat-6023	33	3	research	research	NOUN
easat-6023	33	4	examining	examine	VERB
easat-6023	33	5	the	the	DET
easat-6023	33	6	factors	factor	NOUN
easat-6023	33	7	influencing	influence	VERB
easat-6023	33	8	career	career	NOUN
easat-6023	33	9	choice	choice	NOUN
easat-6023	33	10	as	as	ADP
easat-6023	33	11	a	a	DET
easat-6023	33	12	pathway	pathway	NOUN
easat-6023	33	13	to	to	ADP
easat-6023	33	14	entrepreneurial	entrepreneurial	ADJ
easat-6023	33	15	success	success	NOUN
easat-6023	33	16	,	,	PUNCT
easat-6023	33	17	consistently	consistently	ADV
easat-6023	33	18	highlights	highlight	VERB
easat-6023	33	19	the	the	DET
easat-6023	33	20	critical	critical	ADJ
easat-6023	33	21	role	role	NOUN
easat-6023	33	22	of	of	ADP
easat-6023	33	23	interpersonal	interpersonal	ADJ
easat-6023	33	24	relationships	relationship	NOUN
easat-6023	33	25	,	,	PUNCT
easat-6023	33	26	but	but	CCONJ
easat-6023	33	27	in	in	ADP
easat-6023	33	28	different	different	ADJ
easat-6023	33	29	jurisdictions	jurisdiction	NOUN
easat-6023	33	30	other	other	ADJ
easat-6023	33	31	than	than	ADP
easat-6023	33	32	ghana	ghana	PROPN
easat-6023	33	33	.	.	PUNCT
easat-6023	34	1	in	in	ADP
easat-6023	34	2	the	the	DET
easat-6023	34	3	irish	irish	ADJ
easat-6023	34	4	context	context	NOUN
easat-6023	34	5	,	,	PUNCT
easat-6023	34	6	the	the	DET
easat-6023	34	7	indecon	indecon	PROPN
easat-6023	34	8	international	international	ADJ
easat-6023	34	9	research	research	NOUN
easat-6023	34	10	economists	economist	NOUN
easat-6023	34	11	[	[	X
easat-6023	34	12	14	14	NUM
easat-6023	34	13	,	,	PUNCT
easat-6023	34	14	15	15	NUM
easat-6023	34	15	]	]	PUNCT
easat-6023	34	16	.	.	PUNCT
easat-6023	35	1	identified	identify	VERB
easat-6023	35	2	family	family	NOUN
easat-6023	35	3	and	and	CCONJ
easat-6023	35	4	peers	peer	NOUN
easat-6023	35	5	as	as	ADP
easat-6023	35	6	primary	primary	ADJ
easat-6023	35	7	determinants	determinant	NOUN
easat-6023	35	8	of	of	ADP
easat-6023	35	9	career	career	NOUN
easat-6023	35	10	decisions	decision	NOUN
easat-6023	35	11	.	.	PUNCT
easat-6023	36	1	these	these	DET
easat-6023	36	2	studies	study	NOUN
easat-6023	36	3	emphasize	emphasize	VERB
easat-6023	36	4	the	the	DET
easat-6023	36	5	importance	importance	NOUN
easat-6023	36	6	of	of	ADP
easat-6023	36	7	family	family	NOUN
easat-6023	36	8	and	and	CCONJ
easat-6023	36	9	social	social	ADJ
easat-6023	36	10	capital	capital	NOUN
easat-6023	36	11	in	in	ADP
easat-6023	36	12	shaping	shape	VERB
easat-6023	36	13	career	career	NOUN
easat-6023	36	14	aspirations	aspiration	NOUN
easat-6023	36	15	.	.	PUNCT
easat-6023	37	1	while	while	SCONJ
easat-6023	37	2	family	family	NOUN
easat-6023	37	3	and	and	CCONJ
easat-6023	37	4	peers	peer	NOUN
easat-6023	37	5	hold	hold	VERB
easat-6023	37	6	considerable	considerable	ADJ
easat-6023	37	7	influence	influence	NOUN
easat-6023	37	8	,	,	PUNCT
easat-6023	37	9	other	other	ADJ
easat-6023	37	10	factors	factor	NOUN
easat-6023	37	11	also	also	ADV
easat-6023	37	12	contribute	contribute	VERB
easat-6023	37	13	to	to	ADP
easat-6023	37	14	career	career	NOUN
easat-6023	37	15	decision	decision	NOUN
easat-6023	37	16	-	-	PUNCT
easat-6023	37	17	making	making	NOUN
easat-6023	37	18	.	.	PUNCT
easat-6023	38	1	the	the	DET
easat-6023	38	2	indecon	indecon	PROPN
easat-6023	38	3	international	international	PROPN
easat-6023	38	4	research	research	NOUN
easat-6023	38	5	economists	economist	NOUN
easat-6023	38	6	indecon	indecon	VERB
easat-6023	38	7	international	international	ADJ
easat-6023	38	8	research	research	NOUN
easat-6023	38	9	economists	economist	NOUN
easat-6023	38	10	[	[	X
easat-6023	38	11	14	14	NUM
easat-6023	38	12	]	]	PUNCT
easat-6023	38	13	further	far	ADV
easat-6023	38	14	identified	identify	VERB
easat-6023	38	15	work	work	NOUN
easat-6023	38	16	experience	experience	NOUN
easat-6023	38	17	,	,	PUNCT
easat-6023	38	18	career	career	NOUN
easat-6023	38	19	guidance	guidance	NOUN
easat-6023	38	20	teachers	teacher	NOUN
easat-6023	38	21	,	,	PUNCT
easat-6023	38	22	class	class	NOUN
easat-6023	38	23	teachers	teacher	NOUN
easat-6023	38	24	,	,	PUNCT
easat-6023	38	25	employer	employer	NOUN
easat-6023	38	26	engagement	engagement	NOUN
easat-6023	38	27	,	,	PUNCT
easat-6023	38	28	career	career	NOUN
easat-6023	38	29	assessment	assessment	NOUN
easat-6023	38	30	tools	tool	NOUN
easat-6023	38	31	,	,	PUNCT
easat-6023	38	32	and	and	CCONJ
easat-6023	38	33	social	social	ADJ
easat-6023	38	34	media	medium	NOUN
easat-6023	38	35	as	as	ADP
easat-6023	38	36	relevant	relevant	ADJ
easat-6023	38	37	factors	factor	NOUN
easat-6023	38	38	.	.	PUNCT
easat-6023	39	1	bright	bright	ADJ
easat-6023	39	2	,	,	PUNCT
easat-6023	39	3	et	et	PROPN
easat-6023	39	4	al	al	PROPN
easat-6023	39	5	.	.	PUNCT
easat-6023	40	1	[	[	X
easat-6023	40	2	16	16	NUM
easat-6023	40	3	]	]	PUNCT
easat-6023	40	4	corroborate	corroborate	VERB
easat-6023	40	5	the	the	DET
easat-6023	40	6	importance	importance	NOUN
easat-6023	40	7	of	of	ADP
easat-6023	40	8	family	family	NOUN
easat-6023	40	9	and	and	CCONJ
easat-6023	40	10	teachers	teacher	NOUN
easat-6023	40	11	in	in	ADP
easat-6023	40	12	the	the	DET
easat-6023	40	13	australian	australian	ADJ
easat-6023	40	14	context	context	NOUN
easat-6023	40	15	.	.	PUNCT
easat-6023	41	1	besides	besides	SCONJ
easat-6023	41	2	,	,	PUNCT
easat-6023	41	3	the	the	DET
easat-6023	41	4	role	role	NOUN
easat-6023	41	5	of	of	ADP
easat-6023	41	6	teachers	teacher	NOUN
easat-6023	41	7	as	as	ADP
easat-6023	41	8	career	career	NOUN
easat-6023	41	9	guide	guide	NOUN
easat-6023	41	10	has	have	AUX
easat-6023	41	11	also	also	ADV
easat-6023	41	12	been	be	AUX
easat-6023	41	13	highlighted	highlight	VERB
easat-6023	41	14	as	as	ADP
easat-6023	41	15	a	a	DET
easat-6023	41	16	complex	complex	ADJ
easat-6023	41	17	one	one	NUM
easat-6023	41	18	relative	relative	NOUN
easat-6023	41	19	to	to	ADP
easat-6023	41	20	the	the	DET
easat-6023	41	21	success	success	NOUN
easat-6023	41	22	of	of	ADP
easat-6023	41	23	entrepreneurs	entrepreneur	NOUN
easat-6023	41	24	[	[	X
easat-6023	41	25	16	16	NUM
easat-6023	41	26	]	]	PUNCT
easat-6023	41	27	.	.	PUNCT
easat-6023	42	1	this	this	DET
easat-6023	42	2	research	research	NOUN
easat-6023	42	3	is	be	AUX
easat-6023	42	4	reflected	reflect	VERB
easat-6023	42	5	in	in	ADP
easat-6023	42	6	teachers	teacher	NOUN
easat-6023	42	7	’	'	PUNCT
easat-6023	42	8	roles	role	NOUN
easat-6023	42	9	as	as	ADP
easat-6023	42	10	trusted	trust	VERB
easat-6023	42	11	adults	adult	NOUN
easat-6023	42	12	,	,	PUNCT
easat-6023	42	13	particularly	particularly	ADV
easat-6023	42	14	in	in	ADP
easat-6023	42	15	relation	relation	NOUN
easat-6023	42	16	to	to	ADP
easat-6023	42	17	academic	academic	ADJ
easat-6023	42	18	subject	subject	ADJ
easat-6023	42	19	choices	choice	NOUN
easat-6023	42	20	.	.	PUNCT
easat-6023	43	1	however	however	ADV
easat-6023	43	2	,	,	PUNCT
easat-6023	43	3	musset	musset	NOUN
easat-6023	43	4	and	and	CCONJ
easat-6023	43	5	kurekova	kurekova	X
easat-6023	44	1	[	[	X
easat-6023	44	2	17	17	NUM
easat-6023	44	3	]	]	PUNCT
easat-6023	44	4	caution	caution	NOUN
easat-6023	44	5	that	that	SCONJ
easat-6023	44	6	teacher	teacher	NOUN
easat-6023	44	7	advice	advice	NOUN
easat-6023	44	8	,	,	PUNCT
easat-6023	44	9	while	while	SCONJ
easat-6023	44	10	well	well	ADV
easat-6023	44	11	-	-	PUNCT
easat-6023	44	12	intentioned	intentione	VERB
easat-6023	44	13	,	,	PUNCT
easat-6023	44	14	may	may	AUX
easat-6023	44	15	be	be	AUX
easat-6023	44	16	biased	bias	VERB
easat-6023	44	17	towards	towards	ADP
easat-6023	44	18	higher	high	ADJ
easat-6023	44	19	education	education	NOUN
easat-6023	44	20	pathways	pathway	NOUN
easat-6023	44	21	.	.	PUNCT
easat-6023	45	1	this	this	DET
easat-6023	45	2	highlights	highlight	VERB
easat-6023	45	3	the	the	DET
easat-6023	45	4	need	need	NOUN
easat-6023	45	5	for	for	ADP
easat-6023	45	6	both	both	CCONJ
easat-6023	45	7	specialized	specialized	ADJ
easat-6023	45	8	career	career	NOUN
easat-6023	45	9	guidance	guidance	NOUN
easat-6023	45	10	professionals	professional	NOUN
easat-6023	45	11	and	and	CCONJ
easat-6023	45	12	broader	broad	ADJ
easat-6023	45	13	teacher	teacher	NOUN
easat-6023	45	14	involvement	involvement	NOUN
easat-6023	45	15	in	in	ADP
easat-6023	45	16	career	career	NOUN
easat-6023	45	17	development	development	NOUN
easat-6023	45	18	and	and	CCONJ
easat-6023	45	19	entrepreneurship	entrepreneurship	NOUN
easat-6023	45	20	.	.	PUNCT
easat-6023	46	1	research	research	NOUN
easat-6023	46	2	also	also	ADV
easat-6023	46	3	indicates	indicate	VERB
easat-6023	46	4	disparities	disparity	NOUN
easat-6023	46	5	in	in	ADP
easat-6023	46	6	career	career	NOUN
easat-6023	46	7	pathways	pathway	NOUN
easat-6023	46	8	based	base	VERB
easat-6023	46	9	on	on	ADP
easat-6023	46	10	gender	gender	NOUN
easat-6023	46	11	and	and	CCONJ
easat-6023	46	12	geographic	geographic	ADJ
easat-6023	46	13	location	location	NOUN
easat-6023	46	14	.	.	PUNCT
easat-6023	47	1	karmel	karmel	PROPN
easat-6023	47	2	and	and	CCONJ
easat-6023	47	3	roberts	roberts	PROPN
easat-6023	48	1	[	[	X
easat-6023	48	2	18	18	NUM
easat-6023	48	3	]	]	PUNCT
easat-6023	48	4	and	and	CCONJ
easat-6023	48	5	karmel	karmel	PROPN
easat-6023	48	6	and	and	CCONJ
easat-6023	48	7	virk	virk	PROPN
easat-6023	49	1	[	[	X
easat-6023	49	2	19	19	NUM
easat-6023	49	3	]	]	PUNCT
easat-6023	49	4	found	find	VERB
easat-6023	49	5	gender	gender	NOUN
easat-6023	49	6	differences	difference	NOUN
easat-6023	49	7	in	in	ADP
easat-6023	49	8	occupational	occupational	ADJ
easat-6023	49	9	choices	choice	NOUN
easat-6023	49	10	,	,	PUNCT
easat-6023	49	11	with	with	ADP
easat-6023	49	12	young	young	ADJ
easat-6023	49	13	men	man	NOUN
easat-6023	49	14	overrepresented	overrepresente	VERB
easat-6023	49	15	in	in	ADP
easat-6023	49	16	traditional	traditional	ADJ
easat-6023	49	17	trades	trade	NOUN
easat-6023	49	18	and	and	CCONJ
easat-6023	49	19	older	old	ADJ
easat-6023	49	20	men	man	NOUN
easat-6023	49	21	in	in	ADP
easat-6023	49	22	transport	transport	NOUN
easat-6023	49	23	roles	role	NOUN
easat-6023	49	24	.	.	PUNCT
easat-6023	50	1	geographic	geographic	ADJ
easat-6023	50	2	location	location	NOUN
easat-6023	50	3	also	also	ADV
easat-6023	50	4	impacts	impact	VERB
easat-6023	50	5	apprenticeship	apprenticeship	NOUN
easat-6023	50	6	completion	completion	NOUN
easat-6023	50	7	rates	rate	NOUN
easat-6023	50	8	,	,	PUNCT
easat-6023	50	9	with	with	ADP
easat-6023	50	10	rural	rural	ADJ
easat-6023	50	11	areas	area	NOUN
easat-6023	50	12	showing	show	VERB
easat-6023	50	13	higher	high	ADJ
easat-6023	50	14	completion	completion	NOUN
easat-6023	50	15	rates	rate	NOUN
easat-6023	50	16	compared	compare	VERB
easat-6023	50	17	to	to	ADP
easat-6023	50	18	urban	urban	ADJ
easat-6023	50	19	and	and	CCONJ
easat-6023	50	20	remote	remote	ADJ
easat-6023	50	21	areas	area	NOUN
easat-6023	50	22	[	[	X
easat-6023	50	23	18	18	NUM
easat-6023	50	24	,	,	PUNCT
easat-6023	50	25	20	20	NUM
easat-6023	50	26	,	,	PUNCT
easat-6023	50	27	21	21	NUM
easat-6023	50	28	]	]	PUNCT
easat-6023	50	29	.	.	PUNCT
easat-6023	51	1	moreover	moreover	ADV
easat-6023	51	2	,	,	PUNCT
easat-6023	51	3	the	the	DET
easat-6023	51	4	level	level	NOUN
easat-6023	51	5	of	of	ADP
easat-6023	51	6	qualification	qualification	NOUN
easat-6023	51	7	is	be	AUX
easat-6023	51	8	a	a	DET
easat-6023	51	9	critical	critical	ADJ
easat-6023	51	10	factor	factor	NOUN
easat-6023	51	11	,	,	PUNCT
easat-6023	51	12	with	with	ADP
easat-6023	51	13	higher	high	ADJ
easat-6023	51	14	qualifications	qualification	NOUN
easat-6023	51	15	linked	link	VERB
easat-6023	51	16	to	to	ADP
easat-6023	51	17	increased	increase	VERB
easat-6023	51	18	completion	completion	NOUN
easat-6023	51	19	rates	rate	NOUN
easat-6023	51	20	[	[	X
easat-6023	51	21	21	21	NUM
easat-6023	51	22	,	,	PUNCT
easat-6023	51	23	22	22	NUM
easat-6023	51	24	]	]	PUNCT
easat-6023	51	25	.	.	PUNCT
easat-6023	52	1	considering	consider	VERB
easat-6023	52	2	the	the	DET
easat-6023	52	3	cases	case	NOUN
easat-6023	52	4	of	of	ADP
easat-6023	52	5	ireland	ireland	PROPN
easat-6023	52	6	,	,	PUNCT
easat-6023	52	7	scotland	scotland	PROPN
easat-6023	52	8	,	,	PUNCT
easat-6023	52	9	and	and	CCONJ
easat-6023	52	10	australia	australia	PROPN
easat-6023	52	11	,	,	PUNCT
easat-6023	52	12	career	career	NOUN
easat-6023	52	13	choice	choice	NOUN
easat-6023	52	14	is	be	AUX
easat-6023	52	15	recognized	recognize	VERB
easat-6023	52	16	as	as	ADP
easat-6023	52	17	a	a	DET
easat-6023	52	18	multifaceted	multifaceted	ADJ
easat-6023	52	19	process	process	NOUN
easat-6023	52	20	influenced	influence	VERB
easat-6023	52	21	by	by	ADP
easat-6023	52	22	a	a	DET
easat-6023	52	23	combination	combination	NOUN
easat-6023	52	24	of	of	ADP
easat-6023	52	25	personal	personal	ADJ
easat-6023	52	26	,	,	PUNCT
easat-6023	52	27	social	social	ADJ
easat-6023	52	28	,	,	PUNCT
easat-6023	52	29	and	and	CCONJ
easat-6023	52	30	contextual	contextual	ADJ
easat-6023	52	31	factors	factor	NOUN
easat-6023	52	32	.	.	PUNCT
easat-6023	53	1	these	these	DET
easat-6023	53	2	contexts	context	NOUN
easat-6023	53	3	emphasize	emphasize	VERB
easat-6023	53	4	the	the	DET
easat-6023	53	5	roles	role	NOUN
easat-6023	53	6	of	of	ADP
easat-6023	53	7	family	family	NOUN
easat-6023	53	8	,	,	PUNCT
easat-6023	53	9	schools	school	NOUN
easat-6023	53	10	,	,	PUNCT
easat-6023	53	11	and	and	CCONJ
easat-6023	53	12	peers	peer	NOUN
easat-6023	53	13	as	as	ADP
easat-6023	53	14	key	key	ADJ
easat-6023	53	15	influences	influence	NOUN
easat-6023	53	16	.	.	PUNCT
easat-6023	54	1	while	while	SCONJ
easat-6023	54	2	these	these	DET
easat-6023	54	3	studies	study	NOUN
easat-6023	54	4	provide	provide	VERB
easat-6023	54	5	crucial	crucial	ADJ
easat-6023	54	6	insights	insight	NOUN
easat-6023	54	7	into	into	ADP
easat-6023	54	8	the	the	DET
easat-6023	54	9	factors	factor	NOUN
easat-6023	54	10	affecting	affect	VERB
easat-6023	54	11	career	career	NOUN
easat-6023	54	12	success	success	NOUN
easat-6023	54	13	in	in	ADP
easat-6023	54	14	these	these	DET
easat-6023	54	15	countries	country	NOUN
easat-6023	54	16	,	,	PUNCT
easat-6023	54	17	the	the	DET
easat-6023	54	18	mechanisms	mechanism	NOUN
easat-6023	54	19	by	by	ADP
easat-6023	54	20	which	which	PRON
easat-6023	54	21	these	these	DET
easat-6023	54	22	factors	factor	NOUN
easat-6023	54	23	influence	influence	VERB
easat-6023	54	24	entrepreneurial	entrepreneurial	ADJ
easat-6023	54	25	success	success	NOUN
easat-6023	54	26	in	in	ADP
easat-6023	54	27	ghana	ghana	PROPN
easat-6023	54	28	remain	remain	VERB
easat-6023	54	29	unexplored	unexplored	ADJ
easat-6023	54	30	.	.	PUNCT
easat-6023	55	1	this	this	PRON
easat-6023	55	2	highlights	highlight	VERB
easat-6023	55	3	a	a	DET
easat-6023	55	4	notable	notable	ADJ
easat-6023	55	5	gap	gap	NOUN
easat-6023	55	6	in	in	ADP
easat-6023	55	7	the	the	DET
easat-6023	55	8	existing	exist	VERB
easat-6023	55	9	literature	literature	NOUN
easat-6023	55	10	regarding	regard	VERB
easat-6023	55	11	the	the	DET
easat-6023	55	12	key	key	ADJ
easat-6023	55	13	factors	factor	NOUN
easat-6023	55	14	motivating	motivate	VERB
easat-6023	55	15	young	young	ADJ
easat-6023	55	16	ghanaians	ghanaians	PROPN
easat-6023	55	17	to	to	PART
easat-6023	55	18	choose	choose	VERB
easat-6023	55	19	informal	informal	ADJ
easat-6023	55	20	apprenticeships	apprenticeship	NOUN
easat-6023	55	21	as	as	ADP
easat-6023	55	22	a	a	DET
easat-6023	55	23	pathway	pathway	NOUN
easat-6023	55	24	to	to	ADP
easat-6023	55	25	entrepreneurial	entrepreneurial	ADJ
easat-6023	55	26	success	success	NOUN
easat-6023	55	27	.	.	PUNCT
easat-6023	56	1	additionally	additionally	ADV
easat-6023	56	2	,	,	PUNCT
easat-6023	56	3	there	there	PRON
easat-6023	56	4	is	be	VERB
easat-6023	56	5	a	a	DET
easat-6023	56	6	scarcity	scarcity	NOUN
easat-6023	56	7	of	of	ADP
easat-6023	56	8	studies	study	NOUN
easat-6023	56	9	examining	examine	VERB
easat-6023	56	10	the	the	DET
easat-6023	56	11	potential	potential	NOUN
easat-6023	56	12	of	of	ADP
easat-6023	56	13	these	these	DET
easat-6023	56	14	apprenticeships	apprenticeship	NOUN
easat-6023	56	15	to	to	PART
easat-6023	56	16	equip	equip	VERB
easat-6023	56	17	individuals	individual	NOUN
easat-6023	56	18	with	with	ADP
easat-6023	56	19	the	the	DET
easat-6023	56	20	necessary	necessary	ADJ
easat-6023	56	21	skills	skill	NOUN
easat-6023	56	22	and	and	CCONJ
easat-6023	56	23	knowledge	knowledge	NOUN
easat-6023	56	24	for	for	ADP
easat-6023	56	25	entrepreneurial	entrepreneurial	ADJ
easat-6023	56	26	ventures	venture	NOUN
easat-6023	56	27	in	in	ADP
easat-6023	56	28	ghana	ghana	PROPN
easat-6023	56	29	.	.	PUNCT
easat-6023	57	1	the	the	DET
easat-6023	57	2	distinctive	distinctive	ADJ
easat-6023	57	3	nature	nature	NOUN
easat-6023	57	4	of	of	ADP
easat-6023	57	5	this	this	DET
easat-6023	57	6	study	study	NOUN
easat-6023	57	7	lies	lie	VERB
easat-6023	57	8	in	in	ADP
easat-6023	57	9	its	its	PRON
easat-6023	57	10	examination	examination	NOUN
easat-6023	57	11	of	of	ADP
easat-6023	57	12	the	the	DET
easat-6023	57	13	limited	limited	ADJ
easat-6023	57	14	availability	availability	NOUN
easat-6023	57	15	of	of	ADP
easat-6023	57	16	career	career	NOUN
easat-6023	57	17	options	option	NOUN
easat-6023	57	18	within	within	ADP
easat-6023	57	19	a	a	DET
easat-6023	57	20	community	community	NOUN
easat-6023	57	21	as	as	ADP
easat-6023	57	22	a	a	DET
easat-6023	57	23	potential	potential	ADJ
easat-6023	57	24	factor	factor	NOUN
easat-6023	57	25	influencing	influence	VERB
easat-6023	57	26	youth	youth	NOUN
easat-6023	57	27	career	career	NOUN
easat-6023	57	28	decisions	decision	NOUN
easat-6023	57	29	.	.	PUNCT
easat-6023	58	1	interestingly	interestingly	ADV
easat-6023	58	2	,	,	PUNCT
easat-6023	58	3	there	there	PRON
easat-6023	58	4	is	be	VERB
easat-6023	58	5	also	also	ADV
easat-6023	58	6	a	a	DET
easat-6023	58	7	paucity	paucity	NOUN
easat-6023	58	8	of	of	ADP
easat-6023	58	9	studies	study	NOUN
easat-6023	58	10	proposing	propose	VERB
easat-6023	58	11	actionable	actionable	ADJ
easat-6023	58	12	recommendations	recommendation	NOUN
easat-6023	58	13	for	for	ADP
easat-6023	58	14	stakeholders	stakeholder	NOUN
easat-6023	58	15	,	,	PUNCT
easat-6023	58	16	including	include	VERB
easat-6023	58	17	policymakers	policymaker	NOUN
easat-6023	58	18	,	,	PUNCT
easat-6023	58	19	educators	educator	NOUN
easat-6023	58	20	,	,	PUNCT
easat-6023	58	21	and	and	CCONJ
easat-6023	58	22	industry	industry	NOUN
easat-6023	58	23	leaders	leader	NOUN
easat-6023	58	24	,	,	PUNCT
easat-6023	58	25	to	to	PART
easat-6023	58	26	foster	foster	VERB
easat-6023	58	27	a	a	DET
easat-6023	58	28	more	more	ADV
easat-6023	58	29	supportive	supportive	ADJ
easat-6023	58	30	environment	environment	NOUN
easat-6023	58	31	for	for	ADP
easat-6023	58	32	entrepreneurial	entrepreneurial	ADJ
easat-6023	58	33	endeavours	endeavour	NOUN
easat-6023	58	34	within	within	ADP
easat-6023	58	35	the	the	DET
easat-6023	58	36	informal	informal	ADJ
easat-6023	58	37	apprenticeship	apprenticeship	NOUN
easat-6023	58	38	system	system	NOUN
easat-6023	58	39	.	.	PUNCT
easat-6023	59	1	this	this	DET
easat-6023	59	2	study	study	NOUN
easat-6023	59	3	aims	aim	VERB
easat-6023	59	4	to	to	PART
easat-6023	59	5	address	address	VERB
easat-6023	59	6	these	these	DET
easat-6023	59	7	gaps	gap	NOUN
easat-6023	59	8	by	by	ADP
easat-6023	59	9	providing	provide	VERB
easat-6023	59	10	a	a	DET
easat-6023	59	11	comprehensive	comprehensive	ADJ
easat-6023	59	12	analysis	analysis	NOUN
easat-6023	59	13	of	of	ADP
easat-6023	59	14	the	the	DET
easat-6023	59	15	factors	factor	NOUN
easat-6023	59	16	influencing	influence	VERB
easat-6023	59	17	career	career	NOUN
easat-6023	59	18	choices	choice	NOUN
easat-6023	59	19	and	and	CCONJ
easat-6023	59	20	entrepreneurial	entrepreneurial	ADJ
easat-6023	59	21	success	success	NOUN
easat-6023	59	22	in	in	ADP
easat-6023	59	23	the	the	DET
easat-6023	59	24	context	context	NOUN
easat-6023	59	25	of	of	ADP
easat-6023	59	26	informal	informal	ADJ
easat-6023	59	27	apprenticeships	apprenticeship	NOUN
easat-6023	59	28	in	in	ADP
easat-6023	59	29	ghana	ghana	PROPN
easat-6023	59	30	.	.	PUNCT
easat-6023	60	1	this	this	DET
easat-6023	60	2	study	study	NOUN
easat-6023	60	3	,	,	PUNCT
easat-6023	60	4	therefore	therefore	ADV
easat-6023	60	5	,	,	PUNCT
easat-6023	60	6	focuses	focus	VERB
easat-6023	60	7	on	on	ADP
easat-6023	60	8	the	the	DET
easat-6023	60	9	specific	specific	ADJ
easat-6023	60	10	context	context	NOUN
easat-6023	60	11	of	of	ADP
easat-6023	60	12	ghana	ghana	PROPN
easat-6023	60	13	,	,	PUNCT
easat-6023	60	14	where	where	SCONJ
easat-6023	60	15	informal	informal	ADJ
easat-6023	60	16	apprenticeships	apprenticeship	NOUN
easat-6023	60	17	are	be	AUX
easat-6023	60	18	often	often	ADV
easat-6023	60	19	perceived	perceive	VERB
easat-6023	60	20	as	as	ADP
easat-6023	60	21	a	a	DET
easat-6023	60	22	last	last	ADJ
easat-6023	60	23	resort	resort	NOUN
easat-6023	60	24	for	for	ADP
easat-6023	60	25	underperforming	underperform	VERB
easat-6023	60	26	students	student	NOUN
easat-6023	60	27	and	and	CCONJ
easat-6023	60	28	the	the	DET
easat-6023	60	29	limited	limited	ADJ
easat-6023	60	30	availability	availability	NOUN
easat-6023	60	31	of	of	ADP
easat-6023	60	32	career	career	NOUN
easat-6023	60	33	options	option	NOUN
easat-6023	60	34	within	within	ADP
easat-6023	60	35	a	a	DET
easat-6023	60	36	community	community	NOUN
easat-6023	60	37	.	.	PUNCT
easat-6023	61	1	this	this	DET
easat-6023	61	2	study	study	NOUN
easat-6023	61	3	,	,	PUNCT
easat-6023	61	4	therefore	therefore	ADV
easat-6023	61	5	,	,	PUNCT
easat-6023	61	6	investigates	investigate	VERB
easat-6023	61	7	the	the	DET
easat-6023	61	8	factors	factor	NOUN
easat-6023	61	9	influencing	influence	VERB
easat-6023	61	10	young	young	ADJ
easat-6023	61	11	ghanaians	ghanaian	NOUN
easat-6023	61	12	to	to	PART
easat-6023	61	13	choose	choose	VERB
easat-6023	61	14	informal	informal	ADJ
easat-6023	61	15	apprenticeships	apprenticeship	NOUN
easat-6023	61	16	over	over	ADP
easat-6023	61	17	traditional	traditional	ADJ
easat-6023	61	18	educational	educational	ADJ
easat-6023	61	19	routes	route	NOUN
easat-6023	61	20	[	[	X
easat-6023	61	21	23	23	NUM
easat-6023	61	22	]	]	PUNCT
easat-6023	61	23	.	.	PUNCT
easat-6023	62	1	505	505	NUM
easat-6023	62	2	edelweiss	edelweiss	PROPN
easat-6023	62	3	applied	apply	VERB
easat-6023	62	4	science	science	NOUN
easat-6023	62	5	and	and	CCONJ
easat-6023	62	6	technology	technology	NOUN
easat-6023	62	7	issn	issn	PROPN
easat-6023	62	8	:	:	PUNCT
easat-6023	62	9	2576	2576	NUM
easat-6023	62	10	-	-	SYM
easat-6023	62	11	8484	8484	NUM
easat-6023	62	12	vol	vol	NOUN
easat-6023	62	13	.	.	PROPN
easat-6023	63	1	9	9	NUM
easat-6023	63	2	,	,	PUNCT
easat-6023	63	3	no	no	INTJ
easat-6023	63	4	.	.	NOUN
easat-6023	63	5	4	4	NUM
easat-6023	63	6	:	:	PUNCT
easat-6023	63	7	503	503	NUM
easat-6023	63	8	-	-	NUM
easat-6023	63	9	517	517	NUM
easat-6023	63	10	,	,	PUNCT
easat-6023	63	11	2025	2025	NUM
easat-6023	63	12	doi	doi	NOUN
easat-6023	63	13	:	:	PUNCT
easat-6023	63	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	63	15	©	©	PROPN
easat-6023	63	16	2025	2025	NUM
easat-6023	63	17	by	by	ADP
easat-6023	63	18	the	the	DET
easat-6023	63	19	authors	author	NOUN
easat-6023	63	20	;	;	PUNCT
easat-6023	63	21	licensee	licensee	PROPN
easat-6023	63	22	learning	learning	NOUN
easat-6023	63	23	gate	gate	NOUN
easat-6023	63	24	specifically	specifically	ADV
easat-6023	63	25	,	,	PUNCT
easat-6023	63	26	it	it	PRON
easat-6023	63	27	identifies	identify	VERB
easat-6023	63	28	key	key	ADJ
easat-6023	63	29	factors	factor	NOUN
easat-6023	63	30	motivating	motivate	VERB
easat-6023	63	31	young	young	ADJ
easat-6023	63	32	ghanaians	ghanaians	PROPN
easat-6023	63	33	to	to	PART
easat-6023	63	34	choose	choose	VERB
easat-6023	63	35	informal	informal	ADJ
easat-6023	63	36	apprenticeships	apprenticeship	NOUN
easat-6023	63	37	as	as	ADP
easat-6023	63	38	a	a	DET
easat-6023	63	39	pathway	pathway	NOUN
easat-6023	63	40	to	to	ADP
easat-6023	63	41	entrepreneurial	entrepreneurial	ADJ
easat-6023	63	42	success	success	NOUN
easat-6023	63	43	.	.	PUNCT
easat-6023	64	1	it	it	PRON
easat-6023	64	2	also	also	ADV
easat-6023	64	3	examines	examine	VERB
easat-6023	64	4	the	the	DET
easat-6023	64	5	potential	potential	NOUN
easat-6023	64	6	of	of	ADP
easat-6023	64	7	these	these	DET
easat-6023	64	8	apprenticeships	apprenticeship	NOUN
easat-6023	64	9	to	to	PART
easat-6023	64	10	equip	equip	VERB
easat-6023	64	11	individuals	individual	NOUN
easat-6023	64	12	with	with	ADP
easat-6023	64	13	the	the	DET
easat-6023	64	14	necessary	necessary	ADJ
easat-6023	64	15	skills	skill	NOUN
easat-6023	64	16	and	and	CCONJ
easat-6023	64	17	knowledge	knowledge	NOUN
easat-6023	64	18	for	for	ADP
easat-6023	64	19	entrepreneurial	entrepreneurial	ADJ
easat-6023	64	20	ventures	venture	NOUN
easat-6023	64	21	.	.	PUNCT
easat-6023	65	1	it	it	PRON
easat-6023	65	2	further	far	ADV
easat-6023	65	3	,	,	PUNCT
easat-6023	65	4	proposes	propose	VERB
easat-6023	65	5	actionable	actionable	ADJ
easat-6023	65	6	recommendations	recommendation	NOUN
easat-6023	65	7	for	for	ADP
easat-6023	65	8	stakeholders	stakeholder	NOUN
easat-6023	65	9	,	,	PUNCT
easat-6023	65	10	including	include	VERB
easat-6023	65	11	policymakers	policymaker	NOUN
easat-6023	65	12	,	,	PUNCT
easat-6023	65	13	educators	educator	NOUN
easat-6023	65	14	,	,	PUNCT
easat-6023	65	15	and	and	CCONJ
easat-6023	65	16	industry	industry	NOUN
easat-6023	65	17	leaders	leader	NOUN
easat-6023	65	18	,	,	PUNCT
easat-6023	65	19	to	to	PART
easat-6023	65	20	foster	foster	VERB
easat-6023	65	21	a	a	DET
easat-6023	65	22	more	more	ADV
easat-6023	65	23	supportive	supportive	ADJ
easat-6023	65	24	environment	environment	NOUN
easat-6023	65	25	for	for	ADP
easat-6023	65	26	entrepreneurial	entrepreneurial	ADJ
easat-6023	65	27	endeavours	endeavour	NOUN
easat-6023	65	28	within	within	ADP
easat-6023	65	29	the	the	DET
easat-6023	65	30	informal	informal	ADJ
easat-6023	65	31	apprenticeship	apprenticeship	NOUN
easat-6023	65	32	system	system	NOUN
easat-6023	65	33	2	2	NUM
easat-6023	65	34	.	.	PUNCT
easat-6023	65	35	methodology	methodology	NOUN
easat-6023	65	36	this	this	DET
easat-6023	65	37	study	study	NOUN
easat-6023	65	38	utilizes	utilize	VERB
easat-6023	65	39	a	a	DET
easat-6023	65	40	multinomial	multinomial	ADJ
easat-6023	65	41	logit	logit	NOUN
easat-6023	65	42	model	model	NOUN
easat-6023	65	43	to	to	PART
easat-6023	65	44	analyse	analyse	VERB
easat-6023	65	45	data	datum	NOUN
easat-6023	65	46	from	from	ADP
easat-6023	65	47	one	one	NUM
easat-6023	65	48	thousand	thousand	NUM
easat-6023	65	49	,	,	PUNCT
easat-6023	65	50	six	six	NUM
easat-6023	65	51	-	-	PUNCT
easat-6023	65	52	hundred	hundred	NUM
easat-6023	65	53	apprentices	apprentice	NOUN
easat-6023	65	54	across	across	ADP
easat-6023	65	55	various	various	ADJ
easat-6023	65	56	regions	region	NOUN
easat-6023	65	57	in	in	ADP
easat-6023	65	58	ghana	ghana	PROPN
easat-6023	65	59	.	.	PUNCT
easat-6023	66	1	by	by	ADP
easat-6023	66	2	shedding	shed	VERB
easat-6023	66	3	light	light	NOUN
easat-6023	66	4	on	on	ADP
easat-6023	66	5	the	the	DET
easat-6023	66	6	motivations	motivation	NOUN
easat-6023	66	7	and	and	CCONJ
easat-6023	66	8	potential	potential	NOUN
easat-6023	66	9	of	of	ADP
easat-6023	66	10	informal	informal	ADJ
easat-6023	66	11	apprenticeships	apprenticeship	NOUN
easat-6023	66	12	,	,	PUNCT
easat-6023	66	13	we	we	PRON
easat-6023	66	14	hope	hope	VERB
easat-6023	66	15	to	to	PART
easat-6023	66	16	challenge	challenge	VERB
easat-6023	66	17	the	the	DET
easat-6023	66	18	existing	exist	VERB
easat-6023	66	19	stigma	stigma	NOUN
easat-6023	66	20	and	and	CCONJ
easat-6023	66	21	promote	promote	VERB
easat-6023	66	22	its	its	PRON
easat-6023	66	23	role	role	NOUN
easat-6023	66	24	in	in	ADP
easat-6023	66	25	cultivating	cultivate	VERB
easat-6023	66	26	a	a	DET
easat-6023	66	27	thriving	thrive	VERB
easat-6023	66	28	entrepreneurial	entrepreneurial	ADJ
easat-6023	66	29	ecosystem	ecosystem	NOUN
easat-6023	66	30	in	in	ADP
easat-6023	66	31	ghana	ghana	PROPN
easat-6023	66	32	.	.	PUNCT
easat-6023	67	1	it	it	PRON
easat-6023	67	2	employs	employ	VERB
easat-6023	67	3	a	a	DET
easat-6023	67	4	survey	survey	NOUN
easat-6023	67	5	design	design	NOUN
easat-6023	67	6	to	to	PART
easat-6023	67	7	investigate	investigate	VERB
easat-6023	67	8	the	the	DET
easat-6023	67	9	factors	factor	NOUN
easat-6023	67	10	influencing	influence	VERB
easat-6023	67	11	young	young	ADJ
easat-6023	67	12	ghanaians	ghanaian	NOUN
easat-6023	67	13	'	'	PART
easat-6023	67	14	choice	choice	NOUN
easat-6023	67	15	of	of	ADP
easat-6023	67	16	informal	informal	ADJ
easat-6023	67	17	apprenticeships	apprenticeship	NOUN
easat-6023	67	18	as	as	ADP
easat-6023	67	19	a	a	DET
easat-6023	67	20	path	path	NOUN
easat-6023	67	21	towards	towards	ADP
easat-6023	67	22	entrepreneurial	entrepreneurial	ADJ
easat-6023	67	23	ventures	venture	NOUN
easat-6023	67	24	.	.	PUNCT
easat-6023	68	1	survey	survey	NOUN
easat-6023	68	2	research	research	NOUN
easat-6023	68	3	has	have	AUX
easat-6023	68	4	proved	prove	VERB
easat-6023	68	5	to	to	PART
easat-6023	68	6	be	be	AUX
easat-6023	68	7	a	a	DET
easat-6023	68	8	very	very	ADV
easat-6023	68	9	effective	effective	ADJ
easat-6023	68	10	and	and	CCONJ
easat-6023	68	11	common	common	ADJ
easat-6023	68	12	approach	approach	NOUN
easat-6023	68	13	in	in	ADP
easat-6023	68	14	addressing	address	VERB
easat-6023	68	15	studies	study	NOUN
easat-6023	68	16	relating	relate	VERB
easat-6023	68	17	to	to	ADP
easat-6023	68	18	behavioural	behavioural	ADJ
easat-6023	68	19	research	research	NOUN
easat-6023	68	20	and	and	CCONJ
easat-6023	68	21	by	by	ADP
easat-6023	68	22	extension	extension	NOUN
easat-6023	68	23	,	,	PUNCT
easat-6023	68	24	it	it	PRON
easat-6023	68	25	is	be	AUX
easat-6023	68	26	effective	effective	ADJ
easat-6023	68	27	in	in	ADP
easat-6023	68	28	capturing	capture	VERB
easat-6023	68	29	decision	decision	NOUN
easat-6023	68	30	variables	variable	NOUN
easat-6023	68	31	[	[	X
easat-6023	68	32	24	24	NUM
easat-6023	68	33	]	]	PUNCT
easat-6023	68	34	.	.	PUNCT
easat-6023	69	1	as	as	SCONJ
easat-6023	69	2	mentioned	mention	VERB
easat-6023	69	3	earlier	early	ADV
easat-6023	69	4	,	,	PUNCT
easat-6023	69	5	data	datum	NOUN
easat-6023	69	6	collection	collection	NOUN
easat-6023	69	7	involved	involve	VERB
easat-6023	69	8	administering	administer	VERB
easat-6023	69	9	structured	structured	ADJ
easat-6023	69	10	questionnaires	questionnaire	NOUN
easat-6023	69	11	to	to	ADP
easat-6023	69	12	a	a	DET
easat-6023	69	13	sample	sample	NOUN
easat-6023	69	14	of	of	ADP
easat-6023	69	15	0ne	0ne	ADJ
easat-6023	69	16	thousand	thousand	NUM
easat-6023	69	17	,	,	PUNCT
easat-6023	69	18	six	six	NUM
easat-6023	69	19	-	-	PUNCT
easat-6023	69	20	hundred	hundred	NUM
easat-6023	69	21	apprentices	apprentice	NOUN
easat-6023	69	22	in	in	ADP
easat-6023	69	23	ghana	ghana	PROPN
easat-6023	69	24	.	.	PUNCT
easat-6023	70	1	to	to	PART
easat-6023	70	2	ensure	ensure	VERB
easat-6023	70	3	representativeness	representativeness	NOUN
easat-6023	70	4	,	,	PUNCT
easat-6023	70	5	a	a	DET
easat-6023	70	6	multistage	multistage	NOUN
easat-6023	70	7	sampling	sampling	NOUN
easat-6023	70	8	technique	technique	NOUN
easat-6023	70	9	was	be	AUX
easat-6023	70	10	implemented	implement	VERB
easat-6023	70	11	.	.	PUNCT
easat-6023	71	1	also	also	ADV
easat-6023	71	2	,	,	PUNCT
easat-6023	71	3	alvi	alvi	PROPN
easat-6023	71	4	[	[	X
easat-6023	71	5	25	25	NUM
easat-6023	71	6	]	]	PUNCT
easat-6023	71	7	described	describe	VERB
easat-6023	71	8	multistage	multistage	NOUN
easat-6023	71	9	sampling	sampling	NOUN
easat-6023	71	10	technique	technique	NOUN
easat-6023	71	11	as	as	ADP
easat-6023	71	12	very	very	ADV
easat-6023	71	13	effective	effective	ADJ
easat-6023	71	14	in	in	ADP
easat-6023	71	15	enhancing	enhance	VERB
easat-6023	71	16	the	the	DET
easat-6023	71	17	representativeness	representativeness	NOUN
easat-6023	71	18	of	of	ADP
easat-6023	71	19	a	a	DET
easat-6023	71	20	sample	sample	NOUN
easat-6023	71	21	as	as	SCONJ
easat-6023	71	22	the	the	DET
easat-6023	71	23	method	method	NOUN
easat-6023	71	24	acknowledges	acknowledge	VERB
easat-6023	71	25	the	the	DET
easat-6023	71	26	heterogeneity	heterogeneity	NOUN
easat-6023	71	27	within	within	ADP
easat-6023	71	28	the	the	DET
easat-6023	71	29	informal	informal	ADJ
easat-6023	71	30	apprenticeship	apprenticeship	NOUN
easat-6023	71	31	population	population	NOUN
easat-6023	71	32	by	by	ADP
easat-6023	71	33	initially	initially	ADV
easat-6023	71	34	dividing	divide	VERB
easat-6023	71	35	it	it	PRON
easat-6023	71	36	into	into	ADP
easat-6023	71	37	vocational	vocational	ADJ
easat-6023	71	38	groups	group	NOUN
easat-6023	71	39	(	(	PUNCT
easat-6023	71	40	carpentry	carpentry	NOUN
easat-6023	71	41	,	,	PUNCT
easat-6023	71	42	mechanics	mechanic	NOUN
easat-6023	71	43	,	,	PUNCT
easat-6023	71	44	tailoring	tailoring	NOUN
easat-6023	71	45	,	,	PUNCT
easat-6023	71	46	hairdressing	hairdressing	NOUN
easat-6023	71	47	,	,	PUNCT
easat-6023	71	48	catering	catering	NOUN
easat-6023	71	49	,	,	PUNCT
easat-6023	71	50	driving	driving	NOUN
easat-6023	71	51	,	,	PUNCT
easat-6023	71	52	masonry	masonry	NOUN
easat-6023	71	53	,	,	PUNCT
easat-6023	71	54	and	and	CCONJ
easat-6023	71	55	auto	auto	NOUN
easat-6023	71	56	-	-	PUNCT
easat-6023	71	57	electrical	electrical	ADJ
easat-6023	71	58	)	)	PUNCT
easat-6023	71	59	.	.	PUNCT
easat-6023	72	1	subsequently	subsequently	ADV
easat-6023	72	2	,	,	PUNCT
easat-6023	72	3	a	a	DET
easat-6023	72	4	random	random	ADJ
easat-6023	72	5	sample	sample	NOUN
easat-6023	72	6	of	of	ADP
easat-6023	72	7	apprentices	apprentice	NOUN
easat-6023	72	8	within	within	ADP
easat-6023	72	9	each	each	DET
easat-6023	72	10	vocational	vocational	ADJ
easat-6023	72	11	group	group	NOUN
easat-6023	72	12	across	across	ADP
easat-6023	72	13	four	four	NUM
easat-6023	72	14	regions	region	NOUN
easat-6023	72	15	of	of	ADP
easat-6023	72	16	ghana	ghana	PROPN
easat-6023	72	17	was	be	AUX
easat-6023	72	18	selected	select	VERB
easat-6023	72	19	.	.	PUNCT
easat-6023	73	1	the	the	DET
easat-6023	73	2	questionnaires	questionnaire	NOUN
easat-6023	73	3	captured	capture	VERB
easat-6023	73	4	data	datum	NOUN
easat-6023	73	5	on	on	ADP
easat-6023	73	6	various	various	ADJ
easat-6023	73	7	factors	factor	NOUN
easat-6023	73	8	potentially	potentially	ADV
easat-6023	73	9	influencing	influence	VERB
easat-6023	73	10	the	the	DET
easat-6023	73	11	choice	choice	NOUN
easat-6023	73	12	of	of	ADP
easat-6023	73	13	informal	informal	ADJ
easat-6023	73	14	apprenticeships	apprenticeship	NOUN
easat-6023	73	15	for	for	ADP
easat-6023	73	16	entrepreneurial	entrepreneurial	ADJ
easat-6023	73	17	purposes	purpose	NOUN
easat-6023	73	18	.	.	PUNCT
easat-6023	74	1	these	these	DET
easat-6023	74	2	factors	factor	NOUN
easat-6023	74	3	include	include	VERB
easat-6023	74	4	financial	financial	ADJ
easat-6023	74	5	constraints	constraint	NOUN
easat-6023	74	6	,	,	PUNCT
easat-6023	74	7	parental	parental	ADJ
easat-6023	74	8	and	and	CCONJ
easat-6023	74	9	teacher	teacher	NOUN
easat-6023	74	10	influence	influence	NOUN
easat-6023	74	11	,	,	PUNCT
easat-6023	74	12	self	self	NOUN
easat-6023	74	13	-	-	PUNCT
easat-6023	74	14	motivation	motivation	NOUN
easat-6023	74	15	,	,	PUNCT
easat-6023	74	16	career	career	NOUN
easat-6023	74	17	limitations	limitation	NOUN
easat-6023	74	18	within	within	ADP
easat-6023	74	19	a	a	DET
easat-6023	74	20	community	community	NOUN
easat-6023	74	21	,	,	PUNCT
easat-6023	74	22	peers	peer	NOUN
easat-6023	74	23	and	and	CCONJ
easat-6023	74	24	educational	educational	ADJ
easat-6023	74	25	background	background	NOUN
easat-6023	74	26	.	.	PUNCT
easat-6023	75	1	data	datum	NOUN
easat-6023	75	2	analysis	analysis	NOUN
easat-6023	75	3	involved	involve	VERB
easat-6023	75	4	a	a	DET
easat-6023	75	5	multi	multi	ADJ
easat-6023	75	6	-	-	ADJ
easat-6023	75	7	step	step	ADJ
easat-6023	75	8	process	process	NOUN
easat-6023	75	9	.	.	PUNCT
easat-6023	76	1	first	first	ADV
easat-6023	76	2	,	,	PUNCT
easat-6023	76	3	descriptive	descriptive	ADJ
easat-6023	76	4	statistics	statistic	NOUN
easat-6023	76	5	were	be	AUX
easat-6023	76	6	used	use	VERB
easat-6023	76	7	to	to	PART
easat-6023	76	8	assess	assess	VERB
easat-6023	76	9	the	the	DET
easat-6023	76	10	vocational	vocational	ADJ
easat-6023	76	11	and	and	CCONJ
easat-6023	76	12	educational	educational	ADJ
easat-6023	76	13	backgrounds	background	NOUN
easat-6023	76	14	of	of	ADP
easat-6023	76	15	the	the	DET
easat-6023	76	16	respondents	respondent	NOUN
easat-6023	76	17	,	,	PUNCT
easat-6023	76	18	disaggregated	disaggregate	VERB
easat-6023	76	19	by	by	ADP
easat-6023	76	20	gender	gender	NOUN
easat-6023	76	21	.	.	PUNCT
easat-6023	77	1	this	this	DET
easat-6023	77	2	step	step	NOUN
easat-6023	77	3	helps	helps	AUX
easat-6023	77	4	identify	identify	VERB
easat-6023	77	5	potential	potential	ADJ
easat-6023	77	6	gender	gender	NOUN
easat-6023	77	7	disparities	disparity	NOUN
easat-6023	77	8	in	in	ADP
easat-6023	77	9	apprenticeship	apprenticeship	NOUN
easat-6023	77	10	choices	choice	NOUN
easat-6023	77	11	.	.	PUNCT
easat-6023	78	1	second	second	ADJ
easat-6023	78	2	,	,	PUNCT
easat-6023	78	3	a	a	DET
easat-6023	78	4	correlation	correlation	NOUN
easat-6023	78	5	matrix	matrix	NOUN
easat-6023	78	6	was	be	AUX
easat-6023	78	7	employed	employ	VERB
easat-6023	78	8	to	to	PART
easat-6023	78	9	evaluate	evaluate	VERB
easat-6023	78	10	the	the	DET
easat-6023	78	11	relationships	relationship	NOUN
easat-6023	78	12	between	between	ADP
easat-6023	78	13	the	the	DET
easat-6023	78	14	independent	independent	ADJ
easat-6023	78	15	variables	variable	NOUN
easat-6023	78	16	(	(	PUNCT
easat-6023	78	17	factors	factor	NOUN
easat-6023	78	18	influencing	influence	VERB
easat-6023	78	19	choice	choice	NOUN
easat-6023	78	20	)	)	PUNCT
easat-6023	78	21	to	to	PART
easat-6023	78	22	ensure	ensure	VERB
easat-6023	78	23	suitability	suitability	NOUN
easat-6023	78	24	for	for	ADP
easat-6023	78	25	multinomial	multinomial	ADJ
easat-6023	78	26	logit	logit	PROPN
easat-6023	78	27	(	(	PUNCT
easat-6023	78	28	mnl	mnl	PROPN
easat-6023	78	29	)	)	PUNCT
easat-6023	78	30	which	which	PRON
easat-6023	78	31	uses	use	VERB
easat-6023	78	32	maximum	maximum	ADJ
easat-6023	78	33	likelihood	likelihood	NOUN
easat-6023	78	34	for	for	ADP
easat-6023	78	35	estimation	estimation	NOUN
easat-6023	78	36	.	.	PUNCT
easat-6023	79	1	finally	finally	ADV
easat-6023	79	2	,	,	PUNCT
easat-6023	79	3	mnl	mnl	NOUN
easat-6023	79	4	models	model	NOUN
easat-6023	79	5	were	be	AUX
easat-6023	79	6	developed	develop	VERB
easat-6023	79	7	using	use	VERB
easat-6023	79	8	minitab	minitab	PROPN
easat-6023	79	9	statistical	statistical	ADJ
easat-6023	79	10	software	software	NOUN
easat-6023	79	11	(	(	PUNCT
easat-6023	79	12	because	because	SCONJ
easat-6023	79	13	it	it	PRON
easat-6023	79	14	also	also	ADV
easat-6023	79	15	uses	use	VERB
easat-6023	79	16	maximum	maximum	ADJ
easat-6023	79	17	likelihood	likelihood	NOUN
easat-6023	79	18	)	)	PUNCT
easat-6023	79	19	to	to	PART
easat-6023	79	20	analyse	analyse	VERB
easat-6023	79	21	the	the	DET
easat-6023	79	22	data	datum	NOUN
easat-6023	79	23	and	and	CCONJ
easat-6023	79	24	identify	identify	VERB
easat-6023	79	25	the	the	DET
easat-6023	79	26	most	most	ADV
easat-6023	79	27	significant	significant	ADJ
easat-6023	79	28	factors	factor	NOUN
easat-6023	79	29	influencing	influence	VERB
easat-6023	79	30	the	the	DET
easat-6023	79	31	decision	decision	NOUN
easat-6023	79	32	to	to	PART
easat-6023	79	33	pursue	pursue	VERB
easat-6023	79	34	informal	informal	ADJ
easat-6023	79	35	apprenticeships	apprenticeship	NOUN
easat-6023	79	36	with	with	ADP
easat-6023	79	37	an	an	DET
easat-6023	79	38	entrepreneurial	entrepreneurial	ADJ
easat-6023	79	39	focus	focus	NOUN
easat-6023	79	40	.	.	PUNCT
easat-6023	80	1	2.1	2.1	NUM
easat-6023	80	2	.	.	PUNCT
easat-6023	81	1	development	development	NOUN
easat-6023	81	2	of	of	ADP
easat-6023	81	3	the	the	DET
easat-6023	81	4	apprenticeship	apprenticeship	NOUN
easat-6023	81	5	logit	logit	NOUN
easat-6023	81	6	models	model	VERB
easat-6023	81	7	multinomial	multinomial	ADJ
easat-6023	81	8	logistic	logistic	ADJ
easat-6023	81	9	regression	regression	NOUN
easat-6023	81	10	extends	extend	VERB
easat-6023	81	11	binary	binary	ADJ
easat-6023	81	12	logistic	logistic	ADJ
easat-6023	81	13	regression	regression	NOUN
easat-6023	81	14	to	to	PART
easat-6023	81	15	analyse	analyse	VERB
easat-6023	81	16	situations	situation	NOUN
easat-6023	81	17	with	with	ADP
easat-6023	81	18	more	more	ADJ
easat-6023	81	19	than	than	ADP
easat-6023	81	20	two	two	NUM
easat-6023	81	21	categorical	categorical	ADJ
easat-6023	81	22	outcomes	outcome	NOUN
easat-6023	81	23	(	(	PUNCT
easat-6023	81	24	choices	choice	NOUN
easat-6023	81	25	)	)	PUNCT
easat-6023	81	26	.	.	PUNCT
easat-6023	82	1	it	it	PRON
easat-6023	82	2	compares	compare	VERB
easat-6023	82	3	the	the	DET
easat-6023	82	4	likelihood	likelihood	NOUN
easat-6023	82	5	of	of	ADP
easat-6023	82	6	choosing	choose	VERB
easat-6023	82	7	each	each	DET
easat-6023	82	8	option	option	NOUN
easat-6023	82	9	to	to	ADP
easat-6023	82	10	a	a	DET
easat-6023	82	11	chosen	choose	VERB
easat-6023	82	12	reference	reference	NOUN
easat-6023	82	13	category	category	NOUN
easat-6023	82	14	,	,	PUNCT
easat-6023	82	15	instead	instead	ADV
easat-6023	82	16	of	of	ADP
easat-6023	82	17	just	just	ADV
easat-6023	82	18	one	one	NUM
easat-6023	82	19	outcome	outcome	NOUN
easat-6023	82	20	versus	versus	ADP
easat-6023	82	21	its	its	PRON
easat-6023	82	22	opposite	opposite	ADJ
easat-6023	82	23	[	[	X
easat-6023	82	24	26	26	NUM
easat-6023	82	25	]	]	PUNCT
easat-6023	82	26	.	.	PUNCT
easat-6023	83	1	apprenticeships	apprenticeship	NOUN
easat-6023	83	2	in	in	ADP
easat-6023	83	3	this	this	DET
easat-6023	83	4	context	context	NOUN
easat-6023	83	5	represent	represent	VERB
easat-6023	83	6	the	the	DET
easat-6023	83	7	response	response	NOUN
easat-6023	83	8	variable	variable	PROPN
easat-6023	83	9	𝑌𝑗	𝑌𝑗	PROPN
easat-6023	83	10	,	,	PUNCT
easat-6023	83	11	categorized	categorize	VERB
easat-6023	83	12	into	into	ADP
easat-6023	83	13	eight	eight	NUM
easat-6023	83	14	options	option	NOUN
easat-6023	83	15	,	,	PUNCT
easat-6023	83	16	while	while	SCONJ
easat-6023	83	17	ten	ten	NUM
easat-6023	83	18	explanatory	explanatory	ADJ
easat-6023	83	19	variables	variable	NOUN
easat-6023	83	20	𝑥𝑖	𝑥𝑖	PRON
easat-6023	83	21	were	be	AUX
easat-6023	83	22	considered	consider	VERB
easat-6023	83	23	.	.	PUNCT
easat-6023	84	1	the	the	DET
easat-6023	84	2	multinomial	multinomial	PROPN
easat-6023	84	3	logit	logit	PROPN
easat-6023	84	4	model	model	NOUN
easat-6023	84	5	is	be	AUX
easat-6023	84	6	particularly	particularly	ADV
easat-6023	84	7	well	well	ADV
easat-6023	84	8	-	-	PUNCT
easat-6023	84	9	suited	suited	ADJ
easat-6023	84	10	for	for	ADP
easat-6023	84	11	this	this	DET
easat-6023	84	12	scenario	scenario	NOUN
easat-6023	84	13	due	due	ADP
easat-6023	84	14	to	to	ADP
easat-6023	84	15	the	the	DET
easat-6023	84	16	characteristics	characteristic	NOUN
easat-6023	84	17	of	of	ADP
easat-6023	84	18	the	the	DET
easat-6023	84	19	data	datum	NOUN
easat-6023	84	20	,	,	PUNCT
easat-6023	84	21	such	such	ADJ
easat-6023	84	22	:	:	PUNCT
easat-6023	84	23	a.	a.	NOUN
easat-6023	84	24	categorical	categorical	ADJ
easat-6023	84	25	and	and	CCONJ
easat-6023	84	26	unordered	unordered	ADJ
easat-6023	84	27	choices	choice	NOUN
easat-6023	84	28	:	:	PUNCT
easat-6023	84	29	there	there	PRON
easat-6023	84	30	are	be	VERB
easat-6023	84	31	eight	eight	NUM
easat-6023	84	32	distinct	distinct	ADJ
easat-6023	84	33	apprenticeship	apprenticeship	NOUN
easat-6023	84	34	options	option	NOUN
easat-6023	84	35	,	,	PUNCT
easat-6023	84	36	and	and	CCONJ
easat-6023	84	37	the	the	DET
easat-6023	84	38	order	order	NOUN
easat-6023	84	39	of	of	ADP
easat-6023	84	40	preference	preference	NOUN
easat-6023	84	41	does	do	AUX
easat-6023	84	42	n't	not	PART
easat-6023	84	43	necessarily	necessarily	ADV
easat-6023	84	44	matter	matter	VERB
easat-6023	84	45	(	(	PUNCT
easat-6023	84	46	e.g.	e.g.	ADV
easat-6023	84	47	,	,	PUNCT
easat-6023	84	48	auto	auto	NOUN
easat-6023	84	49	-	-	PUNCT
easat-6023	84	50	mechanical	mechanical	ADJ
easat-6023	84	51	engineering	engineering	NOUN
easat-6023	84	52	is	be	AUX
easat-6023	84	53	not	not	PART
easat-6023	84	54	inherently	inherently	ADV
easat-6023	84	55	better	well	ADJ
easat-6023	84	56	than	than	ADP
easat-6023	84	57	catering	cater	VERB
easat-6023	84	58	)	)	PUNCT
easat-6023	84	59	.	.	PUNCT
easat-6023	85	1	b.	b.	PROPN
easat-6023	85	2	mutually	mutually	ADV
easat-6023	85	3	exclusive	exclusive	ADJ
easat-6023	85	4	:	:	PUNCT
easat-6023	85	5	individuals	individual	NOUN
easat-6023	85	6	can	can	AUX
easat-6023	85	7	only	only	ADV
easat-6023	85	8	choose	choose	VERB
easat-6023	85	9	one	one	NUM
easat-6023	85	10	apprenticeship	apprenticeship	NOUN
easat-6023	85	11	option	option	NOUN
easat-6023	85	12	at	at	ADP
easat-6023	85	13	a	a	DET
easat-6023	85	14	time	time	NOUN
easat-6023	85	15	[	[	X
easat-6023	85	16	27	27	NUM
easat-6023	85	17	-	-	SYM
easat-6023	85	18	31	31	NUM
easat-6023	85	19	]	]	PUNCT
easat-6023	85	20	.	.	PUNCT
easat-6023	86	1	the	the	DET
easat-6023	86	2	core	core	NOUN
easat-6023	86	3	principle	principle	NOUN
easat-6023	86	4	behind	behind	ADP
easat-6023	86	5	the	the	DET
easat-6023	86	6	multinomial	multinomial	PROPN
easat-6023	86	7	logit	logit	PROPN
easat-6023	86	8	model	model	NOUN
easat-6023	86	9	lies	lie	VERB
easat-6023	86	10	in	in	ADP
easat-6023	86	11	the	the	DET
easat-6023	86	12	concept	concept	NOUN
easat-6023	86	13	of	of	ADP
easat-6023	86	14	utility	utility	NOUN
easat-6023	86	15	.	.	PUNCT
easat-6023	87	1	it	it	PRON
easat-6023	87	2	assumes	assume	VERB
easat-6023	87	3	that	that	SCONJ
easat-6023	87	4	each	each	DET
easat-6023	87	5	apprentice	apprentice	NOUN
easat-6023	87	6	associates	associate	VERB
easat-6023	87	7	a	a	DET
easat-6023	87	8	certain	certain	ADJ
easat-6023	87	9	level	level	NOUN
easat-6023	87	10	of	of	ADP
easat-6023	87	11	satisfaction	satisfaction	NOUN
easat-6023	87	12	(	(	PUNCT
easat-6023	87	13	utility	utility	NOUN
easat-6023	87	14	)	)	PUNCT
easat-6023	87	15	with	with	ADP
easat-6023	87	16	each	each	DET
easat-6023	87	17	apprenticeship	apprenticeship	NOUN
easat-6023	87	18	option	option	NOUN
easat-6023	87	19	.	.	PUNCT
easat-6023	88	1	the	the	DET
easat-6023	88	2	506	506	NUM
easat-6023	88	3	edelweiss	edelweiss	NOUN
easat-6023	88	4	applied	apply	VERB
easat-6023	88	5	science	science	NOUN
easat-6023	88	6	and	and	CCONJ
easat-6023	88	7	technology	technology	NOUN
easat-6023	88	8	issn	issn	PROPN
easat-6023	88	9	:	:	PUNCT
easat-6023	88	10	2576	2576	NUM
easat-6023	88	11	-	-	SYM
easat-6023	88	12	8484	8484	NUM
easat-6023	88	13	vol	vol	NOUN
easat-6023	88	14	.	.	PROPN
easat-6023	89	1	9	9	NUM
easat-6023	89	2	,	,	PUNCT
easat-6023	89	3	no	no	INTJ
easat-6023	89	4	.	.	NOUN
easat-6023	89	5	4	4	NUM
easat-6023	89	6	:	:	PUNCT
easat-6023	89	7	503	503	NUM
easat-6023	89	8	-	-	NUM
easat-6023	89	9	517	517	NUM
easat-6023	89	10	,	,	PUNCT
easat-6023	89	11	2025	2025	NUM
easat-6023	89	12	doi	doi	NOUN
easat-6023	89	13	:	:	PUNCT
easat-6023	89	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	89	15	©	©	PROPN
easat-6023	89	16	2025	2025	NUM
easat-6023	89	17	by	by	ADP
easat-6023	89	18	the	the	DET
easat-6023	89	19	authors	author	NOUN
easat-6023	89	20	;	;	PUNCT
easat-6023	89	21	licensee	licensee	PROPN
easat-6023	89	22	learning	learning	PROPN
easat-6023	89	23	gate	gate	PROPN
easat-6023	89	24	model	model	PROPN
easat-6023	89	25	predicts	predict	VERB
easat-6023	89	26	that	that	SCONJ
easat-6023	89	27	individuals	individual	NOUN
easat-6023	89	28	will	will	AUX
easat-6023	89	29	ultimately	ultimately	ADV
easat-6023	89	30	choose	choose	VERB
easat-6023	89	31	the	the	DET
easat-6023	89	32	option	option	NOUN
easat-6023	89	33	that	that	PRON
easat-6023	89	34	offers	offer	VERB
easat-6023	89	35	them	they	PRON
easat-6023	89	36	the	the	DET
easat-6023	89	37	highest	high	ADJ
easat-6023	89	38	utility	utility	NOUN
easat-6023	89	39	.	.	PUNCT
easat-6023	90	1	mathematically	mathematically	ADV
easat-6023	90	2	,	,	PUNCT
easat-6023	90	3	the	the	DET
easat-6023	90	4	random	random	ADJ
easat-6023	90	5	utility	utility	NOUN
easat-6023	90	6	𝑈𝑖𝑗	𝑈𝑖𝑗	PROPN
easat-6023	90	7	for	for	ADP
easat-6023	90	8	the	the	DET
easat-6023	90	9	𝑖𝑡ℎ	𝑖𝑡ℎ	NOUN
easat-6023	90	10	respondent	respondent	NOUN
easat-6023	90	11	is	be	AUX
easat-6023	90	12	represented	represent	VERB
easat-6023	90	13	by	by	ADP
easat-6023	90	14	equation	equation	NOUN
easat-6023	90	15	(	(	PUNCT
easat-6023	90	16	1	1	NUM
easat-6023	90	17	)	)	PUNCT
easat-6023	90	18	.	.	PUNCT
easat-6023	91	1	𝑈𝑖𝑗	𝑈𝑖𝑗	PROPN
easat-6023	91	2	=	=	PUNCT
easat-6023	91	3	𝑋𝑖𝛽𝑗	𝑋𝑖𝛽𝑗	PROPN
easat-6023	91	4	+	+	CCONJ
easat-6023	91	5	𝜀𝑖𝑗	𝜀𝑖𝑗	PROPN
easat-6023	91	6	(	(	PUNCT
easat-6023	91	7	1	1	NUM
easat-6023	91	8	)	)	PUNCT
easat-6023	91	9	building	building	NOUN
easat-6023	91	10	on	on	ADP
easat-6023	91	11	this	this	DET
easat-6023	91	12	principle	principle	NOUN
easat-6023	91	13	,	,	PUNCT
easat-6023	91	14	the	the	DET
easat-6023	91	15	random	random	ADJ
easat-6023	91	16	utility	utility	NOUN
easat-6023	91	17	maximization	maximization	NOUN
easat-6023	91	18	(	(	PUNCT
easat-6023	91	19	rum	rum	NOUN
easat-6023	91	20	)	)	PUNCT
easat-6023	91	21	framework	framework	NOUN
easat-6023	91	22	aims	aim	VERB
easat-6023	91	23	to	to	PART
easat-6023	91	24	maximize	maximize	VERB
easat-6023	91	25	the	the	DET
easat-6023	91	26	likelihood	likelihood	NOUN
easat-6023	91	27	that	that	SCONJ
easat-6023	91	28	the	the	DET
easat-6023	91	29	chosen	choose	VERB
easat-6023	91	30	option	option	NOUN
easat-6023	91	31	𝑗	𝑗	INTJ
easat-6023	91	32	will	will	AUX
easat-6023	91	33	be	be	AUX
easat-6023	91	34	the	the	DET
easat-6023	91	35	one	one	NOUN
easat-6023	91	36	with	with	ADP
easat-6023	91	37	the	the	DET
easat-6023	91	38	highest	high	ADJ
easat-6023	91	39	utility	utility	NOUN
easat-6023	91	40	for	for	ADP
easat-6023	91	41	the	the	DET
easat-6023	91	42	apprentice	apprentice	NOUN
easat-6023	91	43	.	.	PUNCT
easat-6023	92	1	this	this	PRON
easat-6023	92	2	is	be	AUX
easat-6023	92	3	expressed	express	VERB
easat-6023	92	4	mathematically	mathematically	ADV
easat-6023	92	5	in	in	ADP
easat-6023	92	6	equation	equation	NOUN
easat-6023	92	7	(	(	PUNCT
easat-6023	92	8	2	2	NUM
easat-6023	92	9	)	)	PUNCT
easat-6023	92	10	,	,	PUNCT
easat-6023	93	1	[	[	X
easat-6023	93	2	30	30	NUM
easat-6023	93	3	]	]	PUNCT
easat-6023	93	4	.	.	PUNCT
easat-6023	94	1	𝑃(𝑌𝑖=	𝑃(𝑌𝑖=	NUM
easat-6023	94	2	𝑗	𝑗	X
easat-6023	94	3	)	)	PUNCT
easat-6023	94	4	=	=	PUNCT
easat-6023	94	5	𝑃	𝑃	NOUN
easat-6023	94	6	(	(	PUNCT
easat-6023	94	7	𝑈𝑖,𝑗	𝑈𝑖,𝑗	NOUN
easat-6023	94	8	=	=	PUNCT
easat-6023	94	9	𝑚𝑎𝑥	𝑚𝑎𝑥	ADJ
easat-6023	94	10	𝑘=1,	𝑘=1,	NOUN
easat-6023	94	11	…	…	SYM
easat-6023	94	12	,𝐽	,𝐽	PROPN
easat-6023	94	13	𝑈𝑖,𝑘	𝑈𝑖,𝑘	PROPN
easat-6023	94	14	)	)	PUNCT
easat-6023	94	15	(	(	PUNCT
easat-6023	94	16	2	2	NUM
easat-6023	94	17	)	)	PUNCT
easat-6023	94	18	2.1.1	2.1.1	NUM
easat-6023	94	19	.	.	PUNCT
easat-6023	94	20	model	model	NOUN
easat-6023	94	21	identification	identification	NOUN
easat-6023	94	22	and	and	CCONJ
easat-6023	94	23	coefficients	coefficient	NOUN
easat-6023	94	24	for	for	SCONJ
easat-6023	94	25	the	the	DET
easat-6023	94	26	model	model	NOUN
easat-6023	94	27	to	to	PART
easat-6023	94	28	be	be	AUX
easat-6023	94	29	identifiable	identifiable	ADJ
easat-6023	94	30	(	(	PUNCT
easat-6023	94	31	meaning	mean	VERB
easat-6023	94	32	its	its	PRON
easat-6023	94	33	parameters	parameter	NOUN
easat-6023	94	34	can	can	AUX
easat-6023	94	35	be	be	AUX
easat-6023	94	36	uniquely	uniquely	ADV
easat-6023	94	37	estimated	estimate	VERB
easat-6023	94	38	)	)	PUNCT
easat-6023	94	39	,	,	PUNCT
easat-6023	94	40	one	one	NUM
easat-6023	94	41	category	category	NOUN
easat-6023	94	42	must	must	AUX
easat-6023	94	43	be	be	AUX
easat-6023	94	44	chosen	choose	VERB
easat-6023	94	45	as	as	ADP
easat-6023	94	46	a	a	DET
easat-6023	94	47	reference	reference	NOUN
easat-6023	94	48	point	point	NOUN
easat-6023	94	49	for	for	ADP
easat-6023	94	50	comparison	comparison	NOUN
easat-6023	94	51	.	.	PUNCT
easat-6023	95	1	in	in	ADP
easat-6023	95	2	this	this	DET
easat-6023	95	3	study	study	NOUN
easat-6023	95	4	,	,	PUNCT
easat-6023	95	5	"	"	PUNCT
easat-6023	95	6	driving	drive	VERB
easat-6023	95	7	"	"	PUNCT
easat-6023	95	8	is	be	AUX
easat-6023	95	9	chosen	choose	VERB
easat-6023	95	10	as	as	ADP
easat-6023	95	11	the	the	DET
easat-6023	95	12	reference	reference	NOUN
easat-6023	95	13	category	category	NOUN
easat-6023	95	14	.	.	PUNCT
easat-6023	96	1	the	the	DET
easat-6023	96	2	model	model	NOUN
easat-6023	96	3	then	then	ADV
easat-6023	96	4	estimates	estimate	VERB
easat-6023	96	5	a	a	DET
easat-6023	96	6	set	set	NOUN
easat-6023	96	7	of	of	ADP
easat-6023	96	8	coefficients	coefficient	NOUN
easat-6023	96	9	for	for	ADP
easat-6023	96	10	each	each	PRON
easat-6023	96	11	of	of	ADP
easat-6023	96	12	the	the	DET
easat-6023	96	13	remaining	remain	VERB
easat-6023	96	14	seven	seven	NUM
easat-6023	96	15	apprenticeship	apprenticeship	NOUN
easat-6023	96	16	categories	category	NOUN
easat-6023	96	17	,	,	PUNCT
easat-6023	96	18	allowing	allow	VERB
easat-6023	96	19	us	we	PRON
easat-6023	96	20	to	to	PART
easat-6023	96	21	understand	understand	VERB
easat-6023	96	22	how	how	SCONJ
easat-6023	96	23	each	each	DET
easat-6023	96	24	independent	independent	ADJ
easat-6023	96	25	variable	variable	NOUN
easat-6023	96	26	(	(	PUNCT
easat-6023	96	27	financial	financial	ADJ
easat-6023	96	28	problems	problem	NOUN
easat-6023	96	29	,	,	PUNCT
easat-6023	96	30	educational	educational	ADJ
easat-6023	96	31	level	level	NOUN
easat-6023	96	32	,	,	PUNCT
easat-6023	96	33	parent	parent	NOUN
easat-6023	96	34	influence	influence	NOUN
easat-6023	96	35	,	,	PUNCT
easat-6023	96	36	teacher	teacher	NOUN
easat-6023	96	37	influence	influence	NOUN
easat-6023	96	38	,	,	PUNCT
easat-6023	96	39	peer	peer	NOUN
easat-6023	96	40	influence	influence	NOUN
easat-6023	96	41	,	,	PUNCT
easat-6023	96	42	academic	academic	ADJ
easat-6023	96	43	performance	performance	NOUN
easat-6023	96	44	,	,	PUNCT
easat-6023	96	45	limited	limited	ADJ
easat-6023	96	46	apprenticeship	apprenticeship	NOUN
easat-6023	96	47	options	option	NOUN
easat-6023	96	48	,	,	PUNCT
easat-6023	96	49	self	self	NOUN
easat-6023	96	50	-	-	PUNCT
easat-6023	96	51	employment	employment	NOUN
easat-6023	96	52	,	,	PUNCT
easat-6023	96	53	self	self	NOUN
easat-6023	96	54	-	-	PUNCT
easat-6023	96	55	motivation	motivation	NOUN
easat-6023	96	56	,	,	PUNCT
easat-6023	96	57	and	and	CCONJ
easat-6023	96	58	lucrativeness	lucrativeness	ADJ
easat-6023	96	59	)	)	PUNCT
easat-6023	96	60	influences	influence	VERB
easat-6023	96	61	the	the	DET
easat-6023	96	62	likelihood	likelihood	NOUN
easat-6023	96	63	of	of	ADP
easat-6023	96	64	choosing	choose	VERB
easat-6023	96	65	a	a	DET
easat-6023	96	66	specific	specific	ADJ
easat-6023	96	67	option	option	NOUN
easat-6023	96	68	compared	compare	VERB
easat-6023	96	69	to	to	ADP
easat-6023	96	70	driving	drive	VERB
easat-6023	96	71	.	.	PUNCT
easat-6023	97	1	equation	equation	NOUN
easat-6023	97	2	(	(	PUNCT
easat-6023	97	3	3	3	X
easat-6023	97	4	)	)	PUNCT
easat-6023	97	5	depicts	depict	VERB
easat-6023	97	6	the	the	DET
easat-6023	97	7	probability	probability	NOUN
easat-6023	97	8	of	of	ADP
easat-6023	97	9	an	an	DET
easat-6023	97	10	individual	individual	ADJ
easat-6023	97	11	(	(	PUNCT
easat-6023	97	12	apprentice	apprentice	NOUN
easat-6023	97	13	)	)	PUNCT
easat-6023	97	14	selecting	select	VERB
easat-6023	97	15	a	a	DET
easat-6023	97	16	particular	particular	ADJ
easat-6023	97	17	apprenticeship	apprenticeship	NOUN
easat-6023	97	18	option	option	NOUN
easat-6023	97	19	[	[	X
easat-6023	97	20	29	29	NUM
easat-6023	97	21	,	,	PUNCT
easat-6023	97	22	30	30	NUM
easat-6023	97	23	,	,	PUNCT
easat-6023	97	24	32	32	NUM
easat-6023	97	25	-	-	SYM
easat-6023	97	26	37	37	NUM
easat-6023	97	27	]	]	PUNCT
easat-6023	97	28	.	.	PUNCT
easat-6023	98	1	𝑃(𝑌	𝑃(𝑌	NOUN
easat-6023	98	2	=	=	PUNCT
easat-6023	98	3	𝑗	𝑗	SYM
easat-6023	98	4	𝑋𝑖⁄	𝑋𝑖⁄	NOUN
easat-6023	98	5	)	)	PUNCT
easat-6023	98	6	=	=	PUNCT
easat-6023	98	7	𝑒	𝑒	PROPN
easat-6023	98	8	𝛽𝑖𝑗𝑋𝑖	𝛽𝑖𝑗𝑋𝑖	PROPN
easat-6023	98	9	1+∑	1+∑	NUM
easat-6023	98	10	𝑒	𝑒	NOUN
easat-6023	98	11	𝛽𝑖𝑗𝑋𝑖𝐽	𝛽𝑖𝑗𝑋𝑖𝐽	NOUN
easat-6023	98	12	𝑗=1	𝑗=1	PROPN
easat-6023	98	13	(	(	PUNCT
easat-6023	98	14	3	3	X
easat-6023	98	15	)	)	PUNCT
easat-6023	98	16	where	where	SCONJ
easat-6023	98	17	𝑃	𝑃	NOUN
easat-6023	98	18	is	be	AUX
easat-6023	98	19	the	the	DET
easat-6023	98	20	probability	probability	NOUN
easat-6023	98	21	of	of	ADP
easat-6023	98	22	selecting	select	VERB
easat-6023	98	23	choice	choice	NOUN
easat-6023	98	24	𝑗	𝑗	INTJ
easat-6023	98	25	(	(	PUNCT
easat-6023	98	26	𝑗	𝑗	NOUN
easat-6023	98	27	=	=	SYM
easat-6023	98	28	1,2	1,2	NUM
easat-6023	98	29	,	,	PUNCT
easat-6023	98	30	…	…	PUNCT
easat-6023	98	31	,	,	PUNCT
easat-6023	98	32	8)	8)	NUM
easat-6023	98	33	,	,	PUNCT
easat-6023	98	34	by	by	ADP
easat-6023	98	35	an	an	DET
easat-6023	98	36	individual	individual	ADJ
easat-6023	98	37	𝑋	𝑋	NOUN
easat-6023	98	38	with	with	ADP
easat-6023	98	39	characteristic	characteristic	ADJ
easat-6023	98	40	𝑖	𝑖	X
easat-6023	98	41	=	=	SYM
easat-6023	98	42	1,2	1,2	NUM
easat-6023	98	43	,	,	PUNCT
easat-6023	98	44	…	…	PUNCT
easat-6023	98	45	10	10	NUM
easat-6023	98	46	,	,	PUNCT
easat-6023	98	47	and	and	CCONJ
easat-6023	98	48	𝛽𝑗	𝛽𝑗	NOUN
easat-6023	98	49	,	,	PUNCT
easat-6023	98	50	a	a	DET
easat-6023	98	51	set	set	NOUN
easat-6023	98	52	of	of	ADP
easat-6023	98	53	coefficients	coefficient	NOUN
easat-6023	98	54	corresponding	correspond	VERB
easat-6023	98	55	to	to	ADP
easat-6023	98	56	each	each	DET
easat-6023	98	57	choice	choice	NOUN
easat-6023	98	58	category	category	NOUN
easat-6023	98	59	[	[	X
easat-6023	98	60	28	28	NUM
easat-6023	98	61	,	,	PUNCT
easat-6023	98	62	30	30	NUM
easat-6023	98	63	,	,	PUNCT
easat-6023	98	64	38	38	NUM
easat-6023	98	65	]	]	PUNCT
easat-6023	98	66	.	.	PUNCT
easat-6023	99	1	2.1.2	2.1.2	NUM
easat-6023	99	2	transformation	transformation	NOUN
easat-6023	99	3	and	and	CCONJ
easat-6023	99	4	odds	odd	NOUN
easat-6023	99	5	ratio	ratio	VERB
easat-6023	99	6	the	the	DET
easat-6023	99	7	apprenticeship	apprenticeship	NOUN
easat-6023	99	8	multinomial	multinomial	NOUN
easat-6023	99	9	logit	logit	NOUN
easat-6023	99	10	models	model	NOUN
easat-6023	99	11	are	be	AUX
easat-6023	99	12	further	far	ADV
easat-6023	99	13	transformed	transform	VERB
easat-6023	99	14	into	into	ADP
easat-6023	99	15	a	a	DET
easat-6023	99	16	series	series	NOUN
easat-6023	99	17	of	of	ADP
easat-6023	99	18	binary	binary	PROPN
easat-6023	99	19	logit	logit	PROPN
easat-6023	99	20	models	model	NOUN
easat-6023	99	21	as	as	ADP
easat-6023	99	22	in	in	ADP
easat-6023	99	23	equations	equation	NOUN
easat-6023	99	24	4	4	NUM
easat-6023	99	25	,	,	PUNCT
easat-6023	99	26	5	5	NUM
easat-6023	99	27	,	,	PUNCT
easat-6023	99	28	6	6	NUM
easat-6023	99	29	,	,	PUNCT
easat-6023	99	30	and	and	CCONJ
easat-6023	99	31	7	7	NUM
easat-6023	99	32	)	)	PUNCT
easat-6023	99	33	.	.	PUNCT
easat-6023	100	1	𝑃𝑗	𝑃𝑗	NOUN
easat-6023	100	2	𝑃𝐽⁄	𝑃𝐽⁄	ADV
easat-6023	100	3	𝑓𝑜𝑟	𝑓𝑜𝑟	ADV
easat-6023	100	4	𝑗	𝑗	X
easat-6023	100	5	=	=	SYM
easat-6023	100	6	1	1	NUM
easat-6023	100	7	,	,	PUNCT
easat-6023	100	8	…	…	PUNCT
easat-6023	100	9	,	,	PUNCT
easat-6023	100	10	𝐽	𝐽	PROPN
easat-6023	100	11	−	−	NOUN
easat-6023	100	12	1	1	NUM
easat-6023	100	13	(	(	PUNCT
easat-6023	100	14	4	4	NUM
easat-6023	100	15	)	)	PUNCT
easat-6023	100	16	for	for	ADP
easat-6023	100	17	example	example	NOUN
easat-6023	100	18	,	,	PUNCT
easat-6023	100	19	if	if	SCONJ
easat-6023	100	20	option	option	NOUN
easat-6023	100	21	1(auto	1(auto	ADJ
easat-6023	100	22	-	-	NOUN
easat-6023	100	23	mechanical	mechanical	ADJ
easat-6023	100	24	)	)	PUNCT
easat-6023	100	25	is	be	AUX
easat-6023	100	26	selected	select	VERB
easat-6023	100	27	,	,	PUNCT
easat-6023	100	28	then	then	ADV
easat-6023	100	29	,	,	PUNCT
easat-6023	100	30	𝑃1	𝑃1	NOUN
easat-6023	100	31	𝑃8	𝑃8	NOUN
easat-6023	100	32	=	=	SYM
easat-6023	100	33	𝑒(𝛽01+𝑋1𝛽11+𝑋2𝛽21+⋯+𝑋10𝛽101	𝑒(𝛽01+𝑋1𝛽11+𝑋2𝛽21+⋯+𝑋10𝛽101	PROPN
easat-6023	100	34	)	)	PUNCT
easat-6023	100	35	(	(	PUNCT
easat-6023	100	36	5	5	X
easat-6023	100	37	)	)	PUNCT
easat-6023	100	38	if	if	SCONJ
easat-6023	100	39	option	option	NOUN
easat-6023	100	40	2	2	NUM
easat-6023	100	41	(	(	PUNCT
easat-6023	100	42	auto	auto	NOUN
easat-6023	100	43	-	-	PUNCT
easat-6023	100	44	electrical	electrical	NOUN
easat-6023	100	45	)	)	PUNCT
easat-6023	100	46	is	be	AUX
easat-6023	100	47	selected	select	VERB
easat-6023	100	48	,	,	PUNCT
easat-6023	100	49	then	then	ADV
easat-6023	100	50	,	,	PUNCT
easat-6023	100	51	𝑃2	𝑃2	PRON
easat-6023	100	52	𝑃8	𝑃8	NOUN
easat-6023	100	53	=	=	PUNCT
easat-6023	100	54	𝑒(𝛽02+𝑋1𝛽12+𝑋2𝛽22+⋯+𝑋10𝛽102	𝑒(𝛽02+𝑋1𝛽12+𝑋2𝛽22+⋯+𝑋10𝛽102	NUM
easat-6023	100	55	)	)	PUNCT
easat-6023	100	56	(	(	PUNCT
easat-6023	100	57	6	6	NUM
easat-6023	100	58	)	)	PUNCT
easat-6023	100	59	…	…	PUNCT
easat-6023	100	60	and	and	CCONJ
easat-6023	100	61	if	if	SCONJ
easat-6023	100	62	option	option	NOUN
easat-6023	100	63	7	7	NUM
easat-6023	100	64	(	(	PUNCT
easat-6023	100	65	hairdressing	hairdressing	NOUN
easat-6023	100	66	)	)	PUNCT
easat-6023	100	67	is	be	AUX
easat-6023	100	68	chosen	choose	VERB
easat-6023	100	69	,	,	PUNCT
easat-6023	100	70	then	then	ADV
easat-6023	100	71	,	,	PUNCT
easat-6023	100	72	𝑃7	𝑃7	PROPN
easat-6023	100	73	𝑃8	𝑃8	NOUN
easat-6023	100	74	=	=	SYM
easat-6023	100	75	𝑒(𝛽07+𝑋1𝛽17+𝑋2𝛽27+⋯+𝑋10𝛽107	𝑒(𝛽07+𝑋1𝛽17+𝑋2𝛽27+⋯+𝑋10𝛽107	PROPN
easat-6023	100	76	)	)	PUNCT
easat-6023	100	77	(	(	PUNCT
easat-6023	100	78	7	7	X
easat-6023	100	79	)	)	PUNCT
easat-6023	100	80	this	this	PRON
easat-6023	100	81	allows	allow	VERB
easat-6023	100	82	us	we	PRON
easat-6023	100	83	to	to	PART
easat-6023	100	84	estimate	estimate	VERB
easat-6023	100	85	the	the	DET
easat-6023	100	86	coefficients	coefficient	NOUN
easat-6023	100	87	for	for	ADP
easat-6023	100	88	each	each	DET
easat-6023	100	89	independent	independent	ADJ
easat-6023	100	90	variable	variable	NOUN
easat-6023	100	91	within	within	ADP
easat-6023	100	92	each	each	DET
easat-6023	100	93	category	category	NOUN
easat-6023	100	94	compared	compare	VERB
easat-6023	100	95	to	to	ADP
easat-6023	100	96	the	the	DET
easat-6023	100	97	reference	reference	NOUN
easat-6023	100	98	category	category	NOUN
easat-6023	100	99	(	(	PUNCT
easat-6023	100	100	driving	driving	NOUN
easat-6023	100	101	)	)	PUNCT
easat-6023	100	102	.	.	PUNCT
easat-6023	101	1	a	a	DET
easat-6023	101	2	positive	positive	ADJ
easat-6023	101	3	coefficient	coefficient	NOUN
easat-6023	101	4	suggests	suggest	VERB
easat-6023	101	5	that	that	SCONJ
easat-6023	101	6	a	a	DET
easat-6023	101	7	unit	unit	NOUN
easat-6023	101	8	increase	increase	NOUN
easat-6023	101	9	in	in	ADP
easat-6023	101	10	the	the	DET
easat-6023	101	11	corresponding	correspond	VERB
easat-6023	101	12	variable	variable	NOUN
easat-6023	101	13	makes	make	VERB
easat-6023	101	14	it	it	PRON
easat-6023	101	15	more	more	ADV
easat-6023	101	16	likely	likely	ADJ
easat-6023	101	17	for	for	SCONJ
easat-6023	101	18	an	an	DET
easat-6023	101	19	individual	individual	NOUN
easat-6023	101	20	to	to	PART
easat-6023	101	21	choose	choose	VERB
easat-6023	101	22	that	that	DET
easat-6023	101	23	specific	specific	ADJ
easat-6023	101	24	option	option	NOUN
easat-6023	101	25	.	.	PUNCT
easat-6023	102	1	conversely	conversely	ADV
easat-6023	102	2	,	,	PUNCT
easat-6023	102	3	a	a	DET
easat-6023	102	4	negative	negative	ADJ
easat-6023	102	5	coefficient	coefficient	NOUN
easat-6023	102	6	indicates	indicate	VERB
easat-6023	102	7	a	a	DET
easat-6023	102	8	lower	low	ADJ
easat-6023	102	9	likelihood	likelihood	NOUN
easat-6023	102	10	of	of	ADP
easat-6023	102	11	choosing	choose	VERB
easat-6023	102	12	that	that	DET
easat-6023	102	13	option	option	NOUN
easat-6023	102	14	.	.	PUNCT
easat-6023	103	1	from	from	ADP
easat-6023	103	2	equation	equation	NOUN
easat-6023	103	3	(	(	PUNCT
easat-6023	103	4	4	4	NUM
easat-6023	103	5	)	)	PUNCT
easat-6023	103	6	,	,	PUNCT
easat-6023	103	7	the	the	DET
easat-6023	103	8	odds	odd	NOUN
easat-6023	103	9	ratio	ratio	NOUN
easat-6023	103	10	is	be	AUX
easat-6023	103	11	given	give	VERB
easat-6023	103	12	by	by	ADP
easat-6023	103	13	𝑃𝑗	𝑃𝑗	PROPN
easat-6023	103	14	𝑃𝐽⁄	𝑃𝐽⁄	NOUN
easat-6023	103	15	=	=	SYM
easat-6023	103	16	𝑒∑	𝑒∑	NUM
easat-6023	103	17	𝛽𝑖𝑗	𝛽𝑖𝑗	VERB
easat-6023	103	18	10	10	NUM
easat-6023	103	19	𝑖=1	𝑖=1	PUNCT
easat-6023	103	20	(	(	PUNCT
easat-6023	103	21	8)	8)	NUM
easat-6023	103	22	the	the	DET
easat-6023	103	23	odds	odd	NOUN
easat-6023	103	24	ratio	ratio	NOUN
easat-6023	103	25	,	,	PUNCT
easat-6023	103	26	defined	define	VERB
easat-6023	103	27	by	by	ADP
easat-6023	103	28	equation	equation	NOUN
easat-6023	103	29	(	(	PUNCT
easat-6023	103	30	8)	8)	NUM
easat-6023	103	31	,	,	PUNCT
easat-6023	103	32	provides	provide	VERB
easat-6023	103	33	a	a	DET
easat-6023	103	34	more	more	ADV
easat-6023	103	35	intuitive	intuitive	ADJ
easat-6023	103	36	interpretation	interpretation	NOUN
easat-6023	103	37	of	of	ADP
easat-6023	103	38	the	the	DET
easat-6023	103	39	coefficients	coefficient	NOUN
easat-6023	103	40	.	.	PUNCT
easat-6023	104	1	it	it	PRON
easat-6023	104	2	represents	represent	VERB
easat-6023	104	3	the	the	DET
easat-6023	104	4	relative	relative	ADJ
easat-6023	104	5	odds	odd	NOUN
easat-6023	104	6	of	of	ADP
easat-6023	104	7	choosing	choose	VERB
easat-6023	104	8	a	a	DET
easat-6023	104	9	particular	particular	ADJ
easat-6023	104	10	option	option	NOUN
easat-6023	104	11	compared	compare	VERB
easat-6023	104	12	to	to	ADP
easat-6023	104	13	the	the	DET
easat-6023	104	14	reference	reference	NOUN
easat-6023	104	15	category	category	NOUN
easat-6023	104	16	(	(	PUNCT
easat-6023	104	17	driving	driving	NOUN
easat-6023	104	18	)	)	PUNCT
easat-6023	104	19	.	.	PUNCT
easat-6023	105	1	an	an	DET
easat-6023	105	2	odds	odd	NOUN
easat-6023	105	3	ratio	ratio	NOUN
easat-6023	105	4	greater	great	ADJ
easat-6023	105	5	than	than	ADP
easat-6023	105	6	1	1	NUM
easat-6023	105	7	suggests	suggest	VERB
easat-6023	105	8	a	a	DET
easat-6023	105	9	higher	high	ADJ
easat-6023	105	10	chance	chance	NOUN
easat-6023	105	11	of	of	ADP
easat-6023	105	12	choosing	choose	VERB
easat-6023	105	13	that	that	DET
easat-6023	105	14	option	option	NOUN
easat-6023	105	15	,	,	PUNCT
easat-6023	105	16	while	while	SCONJ
easat-6023	105	17	a	a	DET
easat-6023	105	18	value	value	NOUN
easat-6023	105	19	less	less	ADJ
easat-6023	105	20	than	than	ADP
easat-6023	105	21	1	1	NUM
easat-6023	105	22	indicates	indicate	VERB
easat-6023	105	23	a	a	DET
easat-6023	105	24	lower	low	ADJ
easat-6023	105	25	chance	chance	NOUN
easat-6023	105	26	.	.	PUNCT
easat-6023	106	1	the	the	DET
easat-6023	106	2	next	next	ADJ
easat-6023	106	3	section	section	NOUN
easat-6023	106	4	delves	delve	VERB
easat-6023	106	5	into	into	ADP
easat-6023	106	6	the	the	DET
easat-6023	106	7	interpretation	interpretation	NOUN
easat-6023	106	8	of	of	ADP
easat-6023	106	9	the	the	DET
easat-6023	106	10	estimated	estimate	VERB
easat-6023	106	11	coefficients	coefficient	NOUN
easat-6023	106	12	and	and	CCONJ
easat-6023	106	13	odds	odd	NOUN
easat-6023	106	14	ratios	ratio	NOUN
easat-6023	106	15	from	from	ADP
easat-6023	106	16	the	the	DET
easat-6023	106	17	model	model	NOUN
easat-6023	106	18	.	.	PUNCT
easat-6023	107	1	this	this	PRON
easat-6023	107	2	will	will	AUX
easat-6023	107	3	provide	provide	VERB
easat-6023	107	4	a	a	DET
easat-6023	107	5	clearer	clear	ADJ
easat-6023	107	6	understanding	understanding	NOUN
easat-6023	107	7	of	of	ADP
easat-6023	107	8	the	the	DET
easat-6023	107	9	specific	specific	ADJ
easat-6023	107	10	factors	factor	NOUN
easat-6023	107	11	that	that	PRON
easat-6023	107	12	significantly	significantly	ADV
easat-6023	107	13	influence	influence	VERB
easat-6023	107	14	individuals	individual	NOUN
easat-6023	107	15	'	'	PART
easat-6023	107	16	choices	choice	NOUN
easat-6023	107	17	when	when	SCONJ
easat-6023	107	18	selecting	select	VERB
easat-6023	107	19	an	an	DET
easat-6023	107	20	apprenticeship	apprenticeship	NOUN
easat-6023	107	21	program	program	NOUN
easat-6023	107	22	[	[	X
easat-6023	107	23	27	27	NUM
easat-6023	107	24	,	,	PUNCT
easat-6023	107	25	28	28	NUM
easat-6023	107	26	,	,	PUNCT
easat-6023	107	27	31	31	NUM
easat-6023	107	28	,	,	PUNCT
easat-6023	107	29	39	39	NUM
easat-6023	107	30	-	-	SYM
easat-6023	107	31	42	42	NUM
easat-6023	107	32	]	]	PUNCT
easat-6023	107	33	.	.	PUNCT
easat-6023	108	1	507	507	NUM
easat-6023	108	2	edelweiss	edelweiss	PROPN
easat-6023	108	3	applied	apply	VERB
easat-6023	108	4	science	science	NOUN
easat-6023	108	5	and	and	CCONJ
easat-6023	108	6	technology	technology	NOUN
easat-6023	108	7	issn	issn	PROPN
easat-6023	108	8	:	:	PUNCT
easat-6023	108	9	2576	2576	NUM
easat-6023	108	10	-	-	SYM
easat-6023	108	11	8484	8484	NUM
easat-6023	108	12	vol	vol	NOUN
easat-6023	108	13	.	.	PROPN
easat-6023	109	1	9	9	NUM
easat-6023	109	2	,	,	PUNCT
easat-6023	109	3	no	no	INTJ
easat-6023	109	4	.	.	NOUN
easat-6023	109	5	4	4	NUM
easat-6023	109	6	:	:	PUNCT
easat-6023	109	7	503	503	NUM
easat-6023	109	8	-	-	NUM
easat-6023	109	9	517	517	NUM
easat-6023	109	10	,	,	PUNCT
easat-6023	109	11	2025	2025	NUM
easat-6023	109	12	doi	doi	NOUN
easat-6023	109	13	:	:	PUNCT
easat-6023	109	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	109	15	©	©	PROPN
easat-6023	109	16	2025	2025	NUM
easat-6023	109	17	by	by	ADP
easat-6023	109	18	the	the	DET
easat-6023	109	19	authors	author	NOUN
easat-6023	109	20	;	;	PUNCT
easat-6023	109	21	licensee	licensee	PROPN
easat-6023	109	22	learning	learning	NOUN
easat-6023	109	23	gate	gate	NOUN
easat-6023	109	24	3	3	PROPN
easat-6023	109	25	.	.	PUNCT
easat-6023	109	26	results	result	NOUN
easat-6023	109	27	3.1	3.1	NUM
easat-6023	109	28	.	.	PUNCT
easat-6023	110	1	gender	gender	NOUN
easat-6023	110	2	distribution	distribution	NOUN
easat-6023	110	3	and	and	CCONJ
easat-6023	110	4	educational	educational	ADJ
easat-6023	110	5	background	background	NOUN
easat-6023	110	6	table	table	NOUN
easat-6023	110	7	1	1	NUM
easat-6023	110	8	.	.	PUNCT
easat-6023	111	1	distribution	distribution	NOUN
easat-6023	111	2	of	of	ADP
easat-6023	111	3	apprenticeship	apprenticeship	NOUN
easat-6023	111	4	vocation	vocation	NOUN
easat-6023	111	5	by	by	ADP
easat-6023	111	6	sex	sex	NOUN
easat-6023	111	7	apprenticeship	apprenticeship	NOUN
easat-6023	111	8	male	male	ADJ
easat-6023	111	9	female	female	ADJ
easat-6023	111	10	freq	freq	NOUN
easat-6023	111	11	.	.	PUNCT
easat-6023	112	1	%	%	NOUN
easat-6023	112	2	freq	freq	NOUN
easat-6023	112	3	.	.	PUNCT
easat-6023	113	1	%	%	NOUN
easat-6023	114	1	auto	auto	NOUN
easat-6023	114	2	mechanical	mechanical	ADJ
easat-6023	114	3	242	242	NUM
easat-6023	114	4	23.84	23.84	NUM
easat-6023	114	5	8	8	NUM
easat-6023	114	6	1.37	1.37	NUM
easat-6023	114	7	auto	auto	NOUN
easat-6023	114	8	electrical	electrical	ADJ
easat-6023	114	9	/	/	SYM
easat-6023	114	10	electronics	electronic	NOUN
easat-6023	114	11	147	147	NUM
easat-6023	114	12	14.48	14.48	NUM
easat-6023	114	13	3	3	NUM
easat-6023	114	14	0.51	0.51	NUM
easat-6023	114	15	catering	cater	VERB
easat-6023	114	16	42	42	NUM
easat-6023	114	17	4.14	4.14	NUM
easat-6023	114	18	218	218	NUM
easat-6023	114	19	37.26	37.26	NUM
easat-6023	114	20	masonry	masonry	NOUN
easat-6023	114	21	170	170	NUM
easat-6023	114	22	16.75	16.75	NUM
easat-6023	114	23	0	0	NUM
easat-6023	114	24	0.00	0.00	NUM
easat-6023	114	25	carpentry	carpentry	NOUN
easat-6023	114	26	148	148	NUM
easat-6023	114	27	14.58	14.58	NUM
easat-6023	114	28	2	2	NUM
easat-6023	114	29	0.34	0.34	NUM
easat-6023	114	30	sewing	sewing	NOUN
easat-6023	114	31	(	(	PUNCT
easat-6023	114	32	tailor	tailor	NOUN
easat-6023	114	33	/	/	SYM
easat-6023	114	34	seamstress	seamstress	NOUN
easat-6023	114	35	)	)	PUNCT
easat-6023	114	36	70	70	NUM
easat-6023	114	37	6.90	6.90	NUM
easat-6023	114	38	170	170	NUM
easat-6023	114	39	29.06	29.06	NUM
easat-6023	114	40	hairdressing	hairdresse	VERB
easat-6023	114	41	2	2	NUM
easat-6023	114	42	0.20	0.20	NUM
easat-6023	114	43	178	178	NUM
easat-6023	114	44	30.43	30.43	NUM
easat-6023	114	45	driving	driving	NOUN
easat-6023	114	46	(	(	PUNCT
easat-6023	114	47	commercial	commercial	ADJ
easat-6023	114	48	)	)	PUNCT
easat-6023	114	49	194	194	NUM
easat-6023	114	50	19.11	19.11	NUM
easat-6023	114	51	6	6	NUM
easat-6023	114	52	1.03	1.03	NUM
easat-6023	114	53	total	total	ADJ
easat-6023	114	54	1015	1015	NUM
easat-6023	114	55	100.0	100.0	NUM
easat-6023	114	56	585	585	NUM
easat-6023	114	57	100.0	100.0	NUM
easat-6023	114	58	source	source	NOUN
easat-6023	114	59	:	:	PUNCT
easat-6023	114	60	mwinkume	mwinkume	PROPN
easat-6023	114	61	,	,	PUNCT
easat-6023	114	62	et	et	PROPN
easat-6023	114	63	al	al	PROPN
easat-6023	114	64	.	.	PUNCT
easat-6023	115	1	[	[	X
easat-6023	115	2	43	43	NUM
easat-6023	115	3	]	]	X
easat-6023	115	4	significant	significant	ADJ
easat-6023	115	5	gender	gender	NOUN
easat-6023	115	6	segregation	segregation	NOUN
easat-6023	115	7	in	in	ADP
easat-6023	115	8	vocational	vocational	ADJ
easat-6023	115	9	training	training	NOUN
easat-6023	115	10	is	be	AUX
easat-6023	115	11	highlighted	highlight	VERB
easat-6023	115	12	in	in	ADP
easat-6023	115	13	the	the	DET
easat-6023	115	14	table	table	NOUN
easat-6023	115	15	1	1	NUM
easat-6023	115	16	,	,	PUNCT
easat-6023	115	17	with	with	ADP
easat-6023	115	18	one	one	NUM
easat-6023	115	19	sex	sex	NOUN
easat-6023	115	20	predominating	predominate	VERB
easat-6023	115	21	in	in	ADP
easat-6023	115	22	some	some	DET
easat-6023	115	23	sectors	sector	NOUN
easat-6023	115	24	.	.	PUNCT
easat-6023	116	1	social	social	ADJ
easat-6023	116	2	standards	standard	NOUN
easat-6023	116	3	,	,	PUNCT
easat-6023	116	4	gender	gender	NOUN
easat-6023	116	5	preconceptions	preconception	NOUN
easat-6023	116	6	,	,	PUNCT
easat-6023	116	7	and	and	CCONJ
easat-6023	116	8	perceived	perceive	VERB
easat-6023	116	9	physical	physical	ADJ
easat-6023	116	10	or	or	CCONJ
easat-6023	116	11	skill	skill	NOUN
easat-6023	116	12	needs	need	NOUN
easat-6023	116	13	are	be	AUX
easat-6023	116	14	probably	probably	ADV
easat-6023	116	15	the	the	DET
easat-6023	116	16	main	main	ADJ
easat-6023	116	17	causes	cause	NOUN
easat-6023	116	18	of	of	ADP
easat-6023	116	19	this	this	DET
easat-6023	116	20	segregation	segregation	NOUN
easat-6023	116	21	.	.	PUNCT
easat-6023	117	1	in	in	ADP
easat-6023	117	2	the	the	DET
easat-6023	117	3	auto	auto	NOUN
easat-6023	117	4	mechanical	mechanical	ADJ
easat-6023	117	5	profession	profession	NOUN
easat-6023	117	6	,	,	PUNCT
easat-6023	117	7	for	for	ADP
easat-6023	117	8	example	example	NOUN
easat-6023	117	9	,	,	PUNCT
easat-6023	117	10	men	man	NOUN
easat-6023	117	11	make	make	VERB
easat-6023	117	12	up	up	ADP
easat-6023	117	13	approximately	approximately	ADV
easat-6023	117	14	24	24	NUM
easat-6023	117	15	%	%	NOUN
easat-6023	117	16	of	of	ADP
easat-6023	117	17	all	all	DET
easat-6023	117	18	apprentices	apprentice	NOUN
easat-6023	117	19	,	,	PUNCT
easat-6023	117	20	while	while	SCONJ
easat-6023	117	21	women	woman	NOUN
easat-6023	117	22	make	make	VERB
easat-6023	117	23	up	up	ADP
easat-6023	117	24	only	only	ADV
easat-6023	117	25	1.37	1.37	NUM
easat-6023	117	26	%	%	NOUN
easat-6023	117	27	.	.	PUNCT
easat-6023	118	1	this	this	PRON
easat-6023	118	2	indicates	indicate	VERB
easat-6023	118	3	that	that	SCONJ
easat-6023	118	4	the	the	DET
easat-6023	118	5	field	field	NOUN
easat-6023	118	6	is	be	AUX
easat-6023	118	7	heavily	heavily	ADV
easat-6023	118	8	dominated	dominate	VERB
easat-6023	118	9	by	by	ADP
easat-6023	118	10	men	man	NOUN
easat-6023	118	11	.	.	PUNCT
easat-6023	119	1	this	this	PRON
easat-6023	119	2	points	point	VERB
easat-6023	119	3	to	to	ADP
easat-6023	119	4	a	a	DET
easat-6023	119	5	significant	significant	ADJ
easat-6023	119	6	gender	gender	NOUN
easat-6023	119	7	bias	bias	NOUN
easat-6023	119	8	in	in	ADP
easat-6023	119	9	favour	favour	NOUN
easat-6023	119	10	of	of	ADP
easat-6023	119	11	men	man	NOUN
easat-6023	119	12	,	,	PUNCT
easat-6023	119	13	which	which	PRON
easat-6023	119	14	may	may	AUX
easat-6023	119	15	be	be	AUX
easat-6023	119	16	brought	bring	VERB
easat-6023	119	17	on	on	ADP
easat-6023	119	18	by	by	ADP
easat-6023	119	19	societal	societal	ADJ
easat-6023	119	20	expectations	expectation	NOUN
easat-6023	119	21	or	or	CCONJ
easat-6023	119	22	perceptions	perception	NOUN
easat-6023	119	23	of	of	ADP
easat-6023	119	24	physical	physical	ADJ
easat-6023	119	25	demands	demand	NOUN
easat-6023	119	26	.	.	PUNCT
easat-6023	120	1	the	the	DET
easat-6023	120	2	prejudice	prejudice	NOUN
easat-6023	120	3	that	that	PRON
easat-6023	120	4	links	link	VERB
easat-6023	120	5	technical	technical	ADJ
easat-6023	120	6	job	job	NOUN
easat-6023	120	7	to	to	ADP
easat-6023	120	8	men	man	NOUN
easat-6023	120	9	is	be	AUX
easat-6023	120	10	also	also	ADV
easat-6023	120	11	evident	evident	ADJ
easat-6023	120	12	in	in	ADP
easat-6023	120	13	auto	auto	NOUN
easat-6023	120	14	electrical	electrical	ADJ
easat-6023	120	15	/	/	SYM
easat-6023	120	16	electronics	electronic	NOUN
easat-6023	120	17	,	,	PUNCT
easat-6023	120	18	where	where	SCONJ
easat-6023	120	19	men	man	NOUN
easat-6023	120	20	make	make	VERB
easat-6023	120	21	up	up	ADP
easat-6023	120	22	14.48	14.48	NUM
easat-6023	120	23	%	%	NOUN
easat-6023	120	24	of	of	ADP
easat-6023	120	25	the	the	DET
easat-6023	120	26	workforce	workforce	NOUN
easat-6023	120	27	compared	compare	VERB
easat-6023	120	28	to	to	ADP
easat-6023	120	29	just	just	ADV
easat-6023	120	30	0.51	0.51	NUM
easat-6023	120	31	%	%	NOUN
easat-6023	120	32	for	for	ADP
easat-6023	120	33	women	woman	NOUN
easat-6023	120	34	.	.	PUNCT
easat-6023	121	1	this	this	DET
easat-6023	121	2	disparity	disparity	NOUN
easat-6023	121	3	may	may	AUX
easat-6023	121	4	be	be	AUX
easat-6023	121	5	influenced	influence	VERB
easat-6023	121	6	by	by	ADP
easat-6023	121	7	similar	similar	ADJ
easat-6023	121	8	factors	factor	NOUN
easat-6023	121	9	as	as	ADP
easat-6023	121	10	those	those	PRON
easat-6023	121	11	in	in	ADP
easat-6023	121	12	masonry	masonry	NOUN
easat-6023	121	13	.	.	PUNCT
easat-6023	122	1	sewing	sewing	NOUN
easat-6023	122	2	is	be	AUX
easat-6023	122	3	predominantly	predominantly	ADV
easat-6023	122	4	female	female	ADJ
easat-6023	122	5	,	,	PUNCT
easat-6023	122	6	with	with	ADP
easat-6023	122	7	females	female	NOUN
easat-6023	122	8	constituting	constitute	VERB
easat-6023	122	9	29.06	29.06	NUM
easat-6023	122	10	%	%	NOUN
easat-6023	122	11	of	of	ADP
easat-6023	122	12	the	the	DET
easat-6023	122	13	total	total	ADJ
easat-6023	122	14	apprentices	apprentice	NOUN
easat-6023	122	15	,	,	PUNCT
easat-6023	122	16	compared	compare	VERB
easat-6023	122	17	to	to	ADP
easat-6023	122	18	6.90	6.90	NUM
easat-6023	122	19	%	%	NOUN
easat-6023	122	20	for	for	ADP
easat-6023	122	21	males	male	NOUN
easat-6023	122	22	.	.	PUNCT
easat-6023	123	1	this	this	PRON
easat-6023	123	2	aligns	align	VERB
easat-6023	123	3	with	with	ADP
easat-6023	123	4	traditional	traditional	ADJ
easat-6023	123	5	gender	gender	NOUN
easat-6023	123	6	roles	role	NOUN
easat-6023	123	7	where	where	SCONJ
easat-6023	123	8	tailoring	tailoring	NOUN
easat-6023	123	9	and	and	CCONJ
easat-6023	123	10	seamstress	seamstress	NOUN
easat-6023	123	11	work	work	NOUN
easat-6023	123	12	are	be	AUX
easat-6023	123	13	seen	see	VERB
easat-6023	123	14	as	as	ADP
easat-6023	123	15	female	female	ADJ
easat-6023	123	16	oriented	orient	VERB
easat-6023	123	17	.	.	PUNCT
easat-6023	124	1	hairdressing	hairdressing	NOUN
easat-6023	124	2	is	be	AUX
easat-6023	124	3	overwhelmingly	overwhelmingly	ADV
easat-6023	124	4	female	female	ADJ
easat-6023	124	5	,	,	PUNCT
easat-6023	124	6	with	with	ADP
easat-6023	124	7	females	female	NOUN
easat-6023	124	8	making	make	VERB
easat-6023	124	9	up	up	ADP
easat-6023	124	10	30.43	30.43	NUM
easat-6023	124	11	%	%	NOUN
easat-6023	124	12	of	of	ADP
easat-6023	124	13	their	their	PRON
easat-6023	124	14	total	total	ADJ
easat-6023	124	15	apprentices	apprentice	NOUN
easat-6023	124	16	,	,	PUNCT
easat-6023	124	17	while	while	SCONJ
easat-6023	124	18	males	male	NOUN
easat-6023	124	19	are	be	AUX
easat-6023	124	20	only	only	ADV
easat-6023	124	21	0.20	0.20	NUM
easat-6023	124	22	%	%	NOUN
easat-6023	124	23	.	.	PUNCT
easat-6023	125	1	this	this	PRON
easat-6023	125	2	reflects	reflect	VERB
easat-6023	125	3	societal	societal	ADJ
easat-6023	125	4	norms	norm	NOUN
easat-6023	125	5	associating	associate	VERB
easat-6023	125	6	hairdressing	hairdresse	VERB
easat-6023	125	7	with	with	ADP
easat-6023	125	8	women	woman	NOUN
easat-6023	125	9	.	.	PUNCT
easat-6023	126	1	commercial	commercial	ADJ
easat-6023	126	2	driving	driving	NOUN
easat-6023	126	3	is	be	AUX
easat-6023	126	4	predominantly	predominantly	ADV
easat-6023	126	5	male	male	ADJ
easat-6023	126	6	,	,	PUNCT
easat-6023	126	7	with	with	ADP
easat-6023	126	8	males	male	NOUN
easat-6023	126	9	constituting	constitute	VERB
easat-6023	126	10	19.11	19.11	NUM
easat-6023	126	11	%	%	NOUN
easat-6023	126	12	of	of	ADP
easat-6023	126	13	their	their	PRON
easat-6023	126	14	total	total	ADJ
easat-6023	126	15	apprentices	apprentice	NOUN
easat-6023	126	16	,	,	PUNCT
easat-6023	126	17	compared	compare	VERB
easat-6023	126	18	to	to	ADP
easat-6023	126	19	1.03	1.03	NUM
easat-6023	126	20	%	%	NOUN
easat-6023	126	21	for	for	ADP
easat-6023	126	22	females	female	NOUN
easat-6023	126	23	.	.	PUNCT
easat-6023	127	1	this	this	PRON
easat-6023	127	2	may	may	AUX
easat-6023	127	3	be	be	AUX
easat-6023	127	4	due	due	ADJ
easat-6023	127	5	to	to	ADP
easat-6023	127	6	perceptions	perception	NOUN
easat-6023	127	7	of	of	ADP
easat-6023	127	8	driving	drive	VERB
easat-6023	127	9	as	as	ADP
easat-6023	127	10	a	a	DET
easat-6023	127	11	male	male	NOUN
easat-6023	127	12	-	-	PUNCT
easat-6023	127	13	dominated	dominate	VERB
easat-6023	127	14	profession	profession	NOUN
easat-6023	127	15	.	.	PUNCT
easat-6023	128	1	table	table	NOUN
easat-6023	128	2	2	2	NUM
easat-6023	128	3	.	.	PUNCT
easat-6023	129	1	distribution	distribution	NOUN
easat-6023	129	2	of	of	ADP
easat-6023	129	3	educational	educational	ADJ
easat-6023	129	4	level	level	NOUN
easat-6023	129	5	of	of	ADP
easat-6023	129	6	apprentices	apprentice	NOUN
easat-6023	129	7	by	by	ADP
easat-6023	129	8	sex	sex	NOUN
easat-6023	129	9	.	.	PUNCT
easat-6023	130	1	educational	educational	ADJ
easat-6023	130	2	level	level	NOUN
easat-6023	130	3	male	male	ADJ
easat-6023	130	4	female	female	ADJ
easat-6023	130	5	total	total	ADJ
easat-6023	130	6	freq	freq	NOUN
easat-6023	130	7	.	.	PUNCT
easat-6023	131	1	%	%	NOUN
easat-6023	131	2	freq	freq	NOUN
easat-6023	131	3	.	.	PUNCT
easat-6023	132	1	%	%	NOUN
easat-6023	132	2	freq	freq	NOUN
easat-6023	132	3	.	.	PUNCT
easat-6023	133	1	%	%	NOUN
easat-6023	133	2	primary	primary	ADJ
easat-6023	133	3	83	83	NUM
easat-6023	133	4	8.18(69.7	8.18(69.7	NUM
easat-6023	133	5	)	)	PUNCT
easat-6023	133	6	36	36	NUM
easat-6023	133	7	6.15(30.3	6.15(30.3	NUM
easat-6023	133	8	)	)	PUNCT
easat-6023	133	9	119	119	NUM
easat-6023	133	10	7.44	7.44	NUM
easat-6023	133	11	jss	jss	NOUN
easat-6023	133	12	/	/	SYM
easat-6023	133	13	jhs	jhs	PROPN
easat-6023	133	14	637	637	NUM
easat-6023	133	15	62.76(66.4	62.76(66.4	NUM
easat-6023	133	16	)	)	PUNCT
easat-6023	133	17	322	322	NUM
easat-6023	133	18	55.04(33.6	55.04(33.6	NUM
easat-6023	133	19	)	)	PUNCT
easat-6023	133	20	959	959	NUM
easat-6023	133	21	59.94	59.94	NUM
easat-6023	133	22	sss	sss	PROPN
easat-6023	133	23	/	/	SYM
easat-6023	133	24	shs	shs	PROPN
easat-6023	133	25	138	138	NUM
easat-6023	133	26	13.60(52.5	13.60(52.5	NOUN
easat-6023	133	27	)	)	PUNCT
easat-6023	133	28	125	125	NUM
easat-6023	133	29	21.37(47.5	21.37(47.5	PROPN
easat-6023	133	30	)	)	PUNCT
easat-6023	133	31	263	263	NUM
easat-6023	133	32	16.44	16.44	NUM
easat-6023	133	33	technical	technical	ADJ
easat-6023	133	34	/	/	SYM
easat-6023	133	35	vocational	vocational	ADJ
easat-6023	133	36	64	64	NUM
easat-6023	133	37	6.31(48.1	6.31(48.1	NUM
easat-6023	133	38	)	)	PUNCT
easat-6023	133	39	69	69	NUM
easat-6023	133	40	11.79(51.9	11.79(51.9	NUM
easat-6023	133	41	)	)	PUNCT
easat-6023	133	42	133	133	NUM
easat-6023	133	43	8.31	8.31	NUM
easat-6023	133	44	tertiary	tertiary	ADJ
easat-6023	133	45	21	21	NUM
easat-6023	133	46	2.07(84.0	2.07(84.0	NUM
easat-6023	133	47	)	)	PUNCT
easat-6023	133	48	4	4	NUM
easat-6023	133	49	0.68(16.0	0.68(16.0	NOUN
easat-6023	133	50	)	)	PUNCT
easat-6023	133	51	25	25	NUM
easat-6023	133	52	1.56	1.56	NUM
easat-6023	133	53	non	non	ADJ
easat-6023	133	54	-	-	ADJ
easat-6023	133	55	formal	formal	ADJ
easat-6023	133	56	72	72	NUM
easat-6023	133	57	7.09(71.3	7.09(71.3	NOUN
easat-6023	133	58	)	)	PUNCT
easat-6023	133	59	29	29	NUM
easat-6023	133	60	4.96(28.7	4.96(28.7	NUM
easat-6023	133	61	)	)	PUNCT
easat-6023	133	62	101	101	NUM
easat-6023	133	63	6.31	6.31	NUM
easat-6023	133	64	total	total	ADJ
easat-6023	133	65	1015	1015	NUM
easat-6023	133	66	100.0	100.0	NUM
easat-6023	133	67	585	585	NUM
easat-6023	133	68	100.0	100.0	NUM
easat-6023	133	69	1600	1600	NUM
easat-6023	133	70	100.0	100.0	NUM
easat-6023	133	71	source	source	NOUN
easat-6023	133	72	:	:	PUNCT
easat-6023	133	73	mwinkume	mwinkume	PROPN
easat-6023	133	74	,	,	PUNCT
easat-6023	133	75	et	et	PROPN
easat-6023	133	76	al	al	PROPN
easat-6023	133	77	.	.	PUNCT
easat-6023	134	1	[	[	X
easat-6023	134	2	43	43	NUM
easat-6023	134	3	]	]	PUNCT
easat-6023	134	4	table	table	NOUN
easat-6023	134	5	2	2	NUM
easat-6023	134	6	presents	present	VERB
easat-6023	134	7	the	the	DET
easat-6023	134	8	distribution	distribution	NOUN
easat-6023	134	9	of	of	ADP
easat-6023	134	10	apprentices	apprentice	NOUN
easat-6023	134	11	'	'	PART
easat-6023	134	12	educational	educational	ADJ
easat-6023	134	13	levels	level	NOUN
easat-6023	134	14	based	base	VERB
easat-6023	134	15	on	on	ADP
easat-6023	134	16	gender	gender	NOUN
easat-6023	134	17	.	.	PUNCT
easat-6023	135	1	most	most	ADJ
easat-6023	135	2	apprentices	apprentice	NOUN
easat-6023	135	3	have	have	AUX
easat-6023	135	4	completed	complete	VERB
easat-6023	135	5	junior	junior	ADJ
easat-6023	135	6	secondary	secondary	ADJ
easat-6023	135	7	/	/	SYM
easat-6023	135	8	high	high	ADJ
easat-6023	135	9	school	school	NOUN
easat-6023	135	10	(	(	PUNCT
easat-6023	135	11	jss	jss	PROPN
easat-6023	135	12	/	/	SYM
easat-6023	135	13	jhs	jhs	PROPN
easat-6023	135	14	)	)	PUNCT
easat-6023	135	15	,	,	PUNCT
easat-6023	135	16	accounting	account	VERB
easat-6023	135	17	for	for	ADP
easat-6023	135	18	59.94	59.94	NUM
easat-6023	135	19	%	%	NOUN
easat-6023	135	20	of	of	ADP
easat-6023	135	21	the	the	DET
easat-6023	135	22	total	total	NOUN
easat-6023	135	23	,	,	PUNCT
easat-6023	135	24	with	with	ADP
easat-6023	135	25	more	more	ADJ
easat-6023	135	26	males	male	NOUN
easat-6023	135	27	(	(	PUNCT
easat-6023	135	28	62.76	62.76	NUM
easat-6023	135	29	%	%	NOUN
easat-6023	135	30	)	)	PUNCT
easat-6023	135	31	than	than	ADP
easat-6023	135	32	females	female	NOUN
easat-6023	135	33	(	(	PUNCT
easat-6023	135	34	55.04	55.04	NUM
easat-6023	135	35	%	%	NOUN
easat-6023	135	36	)	)	PUNCT
easat-6023	135	37	.	.	PUNCT
easat-6023	136	1	a	a	DET
easat-6023	136	2	smaller	small	ADJ
easat-6023	136	3	proportion	proportion	NOUN
easat-6023	136	4	attained	attain	VERB
easat-6023	136	5	senior	senior	ADJ
easat-6023	136	6	secondary	secondary	ADJ
easat-6023	136	7	/	/	SYM
easat-6023	136	8	high	high	ADJ
easat-6023	136	9	school	school	NOUN
easat-6023	136	10	(	(	PUNCT
easat-6023	136	11	sss	sss	NOUN
easat-6023	136	12	/	/	SYM
easat-6023	136	13	shs	shs	PROPN
easat-6023	136	14	)	)	PUNCT
easat-6023	136	15	education	education	NOUN
easat-6023	136	16	(	(	PUNCT
easat-6023	136	17	16.44	16.44	NUM
easat-6023	136	18	%	%	NOUN
easat-6023	136	19	)	)	PUNCT
easat-6023	136	20	,	,	PUNCT
easat-6023	136	21	with	with	ADP
easat-6023	136	22	males	male	NOUN
easat-6023	136	23	slightly	slightly	ADV
easat-6023	136	24	outnumbering	outnumber	VERB
easat-6023	136	25	females	female	NOUN
easat-6023	136	26	.	.	PUNCT
easat-6023	137	1	primary	primary	ADJ
easat-6023	137	2	education	education	NOUN
easat-6023	137	3	accounts	account	VERB
easat-6023	137	4	for	for	ADP
easat-6023	137	5	7.44	7.44	NUM
easat-6023	137	6	%	%	NOUN
easat-6023	137	7	,	,	PUNCT
easat-6023	137	8	with	with	ADP
easat-6023	137	9	a	a	DET
easat-6023	137	10	higher	high	ADJ
easat-6023	137	11	proportion	proportion	NOUN
easat-6023	137	12	of	of	ADP
easat-6023	137	13	males	male	NOUN
easat-6023	137	14	(	(	PUNCT
easat-6023	137	15	8.18	8.18	NUM
easat-6023	137	16	%	%	NOUN
easat-6023	137	17	)	)	PUNCT
easat-6023	137	18	compared	compare	VERB
easat-6023	137	19	to	to	ADP
easat-6023	137	20	females	female	NOUN
easat-6023	137	21	(	(	PUNCT
easat-6023	137	22	6.15	6.15	NUM
easat-6023	137	23	%	%	NOUN
easat-6023	137	24	)	)	PUNCT
easat-6023	137	25	.	.	PUNCT
easat-6023	138	1	similarly	similarly	ADV
easat-6023	138	2	,	,	PUNCT
easat-6023	138	3	non	non	ADJ
easat-6023	138	4	-	-	ADJ
easat-6023	138	5	formal	formal	ADJ
easat-6023	138	6	education	education	NOUN
easat-6023	138	7	represents	represent	VERB
easat-6023	138	8	6.31	6.31	NUM
easat-6023	138	9	%	%	NOUN
easat-6023	138	10	of	of	ADP
easat-6023	138	11	apprentices	apprentice	NOUN
easat-6023	138	12	,	,	PUNCT
easat-6023	138	13	with	with	ADP
easat-6023	138	14	males	male	NOUN
easat-6023	138	15	forming	form	VERB
easat-6023	138	16	508	508	NUM
easat-6023	138	17	edelweiss	edelweiss	PROPN
easat-6023	138	18	applied	apply	VERB
easat-6023	138	19	science	science	NOUN
easat-6023	138	20	and	and	CCONJ
easat-6023	138	21	technology	technology	NOUN
easat-6023	138	22	issn	issn	PROPN
easat-6023	138	23	:	:	PUNCT
easat-6023	138	24	2576	2576	NUM
easat-6023	138	25	-	-	SYM
easat-6023	138	26	8484	8484	NUM
easat-6023	138	27	vol	vol	NOUN
easat-6023	138	28	.	.	PROPN
easat-6023	139	1	9	9	NUM
easat-6023	139	2	,	,	PUNCT
easat-6023	139	3	no	no	INTJ
easat-6023	139	4	.	.	NOUN
easat-6023	139	5	4	4	NUM
easat-6023	139	6	:	:	PUNCT
easat-6023	139	7	503	503	NUM
easat-6023	139	8	-	-	NUM
easat-6023	139	9	517	517	NUM
easat-6023	139	10	,	,	PUNCT
easat-6023	139	11	2025	2025	NUM
easat-6023	139	12	doi	doi	NOUN
easat-6023	139	13	:	:	PUNCT
easat-6023	139	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	139	15	©	©	PROPN
easat-6023	139	16	2025	2025	NUM
easat-6023	139	17	by	by	ADP
easat-6023	139	18	the	the	DET
easat-6023	139	19	authors	author	NOUN
easat-6023	139	20	;	;	PUNCT
easat-6023	139	21	licensee	licensee	PROPN
easat-6023	139	22	learning	learning	NOUN
easat-6023	139	23	gate	gate	VERB
easat-6023	139	24	the	the	DET
easat-6023	139	25	larger	large	ADJ
easat-6023	139	26	percentage	percentage	NOUN
easat-6023	139	27	(	(	PUNCT
easat-6023	139	28	7.09	7.09	NUM
easat-6023	139	29	%	%	NOUN
easat-6023	139	30	)	)	PUNCT
easat-6023	139	31	.	.	PUNCT
easat-6023	140	1	technical	technical	ADJ
easat-6023	140	2	/	/	SYM
easat-6023	140	3	vocational	vocational	ADJ
easat-6023	140	4	education	education	NOUN
easat-6023	140	5	comprises	comprise	VERB
easat-6023	140	6	8.31	8.31	NUM
easat-6023	140	7	%	%	NOUN
easat-6023	140	8	,	,	PUNCT
easat-6023	140	9	with	with	ADP
easat-6023	140	10	a	a	DET
easat-6023	140	11	near	near	ADV
easat-6023	140	12	-	-	PUNCT
easat-6023	140	13	equal	equal	ADJ
easat-6023	140	14	gender	gender	NOUN
easat-6023	140	15	distribution	distribution	NOUN
easat-6023	140	16	.	.	PUNCT
easat-6023	141	1	tertiary	tertiary	ADJ
easat-6023	141	2	education	education	NOUN
easat-6023	141	3	is	be	AUX
easat-6023	141	4	the	the	DET
easat-6023	141	5	least	least	ADV
easat-6023	141	6	represented	represent	VERB
easat-6023	141	7	category	category	NOUN
easat-6023	141	8	(	(	PUNCT
easat-6023	141	9	1.56	1.56	NUM
easat-6023	141	10	%	%	NOUN
easat-6023	141	11	)	)	PUNCT
easat-6023	141	12	,	,	PUNCT
easat-6023	141	13	with	with	ADP
easat-6023	141	14	a	a	DET
easat-6023	141	15	significant	significant	ADJ
easat-6023	141	16	gender	gender	NOUN
easat-6023	141	17	gap	gap	NOUN
easat-6023	141	18	,	,	PUNCT
easat-6023	141	19	as	as	ADP
easat-6023	141	20	males	male	NOUN
easat-6023	141	21	(	(	PUNCT
easat-6023	141	22	2.07	2.07	NUM
easat-6023	141	23	%	%	NOUN
easat-6023	141	24	)	)	PUNCT
easat-6023	141	25	outnumber	outnumber	ADJ
easat-6023	141	26	females	female	NOUN
easat-6023	141	27	(	(	PUNCT
easat-6023	141	28	0.68	0.68	NUM
easat-6023	141	29	%	%	NOUN
easat-6023	141	30	)	)	PUNCT
easat-6023	141	31	.	.	PUNCT
easat-6023	142	1	overall	overall	ADJ
easat-6023	142	2	,	,	PUNCT
easat-6023	142	3	most	most	ADJ
easat-6023	142	4	apprentices	apprentice	NOUN
easat-6023	142	5	(	(	PUNCT
easat-6023	142	6	over	over	ADP
easat-6023	142	7	93	93	NUM
easat-6023	142	8	%	%	NOUN
easat-6023	142	9	)	)	PUNCT
easat-6023	142	10	had	have	VERB
easat-6023	142	11	some	some	DET
easat-6023	142	12	formal	formal	ADJ
easat-6023	142	13	education	education	NOUN
easat-6023	142	14	before	before	ADP
easat-6023	142	15	entering	enter	VERB
easat-6023	142	16	the	the	DET
easat-6023	142	17	informal	informal	ADJ
easat-6023	142	18	apprenticeship	apprenticeship	NOUN
easat-6023	142	19	system	system	NOUN
easat-6023	142	20	,	,	PUNCT
easat-6023	142	21	with	with	ADP
easat-6023	142	22	male	male	ADJ
easat-6023	142	23	participants	participant	NOUN
easat-6023	142	24	generally	generally	ADV
easat-6023	142	25	having	have	VERB
easat-6023	142	26	higher	high	ADJ
easat-6023	142	27	educational	educational	ADJ
easat-6023	142	28	attainment	attainment	NOUN
easat-6023	142	29	than	than	ADP
easat-6023	142	30	their	their	PRON
easat-6023	142	31	female	female	ADJ
easat-6023	142	32	counterparts	counterpart	NOUN
easat-6023	142	33	.	.	PUNCT
easat-6023	143	1	3.2	3.2	NUM
easat-6023	143	2	.	.	PUNCT
easat-6023	143	3	factors	factor	NOUN
easat-6023	143	4	influencing	influence	VERB
easat-6023	143	5	apprenticeship	apprenticeship	NOUN
easat-6023	143	6	choice	choice	NOUN
easat-6023	143	7	table	table	NOUN
easat-6023	143	8	3	3	NUM
easat-6023	143	9	.	.	PUNCT
easat-6023	143	10	multiple	multiple	ADJ
easat-6023	143	11	contribution	contribution	NOUN
easat-6023	143	12	analysis	analysis	NOUN
easat-6023	143	13	of	of	ADP
easat-6023	143	14	predictor	predictor	NOUN
easat-6023	143	15	variables	variable	NOUN
easat-6023	143	16	.	.	PUNCT
easat-6023	144	1	𝑿𝟏	𝑿𝟏	PROPN
easat-6023	145	1	𝑿𝟐	𝑿𝟐	PROPN
easat-6023	145	2	𝑿𝟑	𝑿𝟑	PROPN
easat-6023	146	1	𝑿𝟒	𝑿𝟒	PROPN
easat-6023	146	2	𝑿𝟓	𝑿𝟓	PROPN
easat-6023	146	3	𝑿𝟔	𝑿𝟔	PROPN
easat-6023	146	4	𝑿𝟕	𝑿𝟕	PROPN
easat-6023	146	5	𝑿𝟖	𝑿𝟖	PROPN
easat-6023	146	6	𝑿𝟗	𝑿𝟗	PROPN
easat-6023	147	1	𝑿𝟏𝟎	𝑿𝟏𝟎	PROPN
easat-6023	147	2	𝑋1	𝑋1	PROPN
easat-6023	147	3	1.000	1.000	NUM
easat-6023	147	4	𝑋2	𝑋2	VERB
easat-6023	147	5	0.131	0.131	NUM
easat-6023	147	6	1.000	1.000	NUM
easat-6023	147	7	𝑋3	𝑋3	NOUN
easat-6023	147	8	0.055	0.055	NUM
easat-6023	147	9	0.177	0.177	NUM
easat-6023	147	10	1.000	1.000	NUM
easat-6023	147	11	𝑋4	𝑋4	NOUN
easat-6023	147	12	0.009	0.009	NUM
easat-6023	147	13	0.023	0.023	NUM
easat-6023	147	14	0.179	0.179	NUM
easat-6023	147	15	1.000	1.000	NUM
easat-6023	147	16	𝑋5	𝑋5	NOUN
easat-6023	147	17	-.028	-.028	PROPN
easat-6023	147	18	0.042	0.042	NUM
easat-6023	147	19	0.115	0.115	NUM
easat-6023	147	20	0.291	0.291	NUM
easat-6023	147	21	1.000	1.000	NUM
easat-6023	147	22	𝑋6	𝑋6	NOUN
easat-6023	147	23	0.059	0.059	NUM
easat-6023	147	24	0.059	0.059	NUM
easat-6023	147	25	0.034	0.034	NUM
easat-6023	147	26	0.161	0.161	NUM
easat-6023	147	27	0.301	0.301	NUM
easat-6023	147	28	1.000	1.000	NUM
easat-6023	147	29	𝑋7	𝑋7	NOUN
easat-6023	147	30	-.009	-.009	PROPN
easat-6023	147	31	0.019	0.019	NUM
easat-6023	147	32	0.054	0.054	NUM
easat-6023	147	33	0.222	0.222	NUM
easat-6023	147	34	0.215	0.215	NUM
easat-6023	147	35	0.305	0.305	NUM
easat-6023	147	36	1.000	1.000	NUM
easat-6023	147	37	𝑋8	𝑋8	NOUN
easat-6023	147	38	0.020	0.020	NUM
easat-6023	147	39	0.017	0.017	NUM
easat-6023	147	40	0.005	0.005	NUM
easat-6023	147	41	0.026	0.026	NUM
easat-6023	147	42	-.010	-.010	PROPN
easat-6023	147	43	0.023	0.023	NUM
easat-6023	147	44	0.066	0.066	NUM
easat-6023	147	45	1.000	1.000	NUM
easat-6023	147	46	𝑋9	𝑋9	PROPN
easat-6023	147	47	0.017	0.017	NUM
easat-6023	147	48	0.021	0.021	NUM
easat-6023	147	49	-.027	-.027	PROPN
easat-6023	147	50	0.000	0.000	NUM
easat-6023	147	51	0.011	0.011	NUM
easat-6023	147	52	0.003	0.003	NUM
easat-6023	147	53	-.020	-.020	NOUN
easat-6023	147	54	0.304	0.304	NUM
easat-6023	147	55	1.000	1.000	NUM
easat-6023	147	56	𝑋10	𝑋10	PROPN
easat-6023	147	57	0.006	0.006	NUM
easat-6023	147	58	0.026	0.026	NUM
easat-6023	147	59	-.046	-.046	NOUN
easat-6023	147	60	0.160	0.160	NUM
easat-6023	147	61	0.072	0.072	NUM
easat-6023	147	62	0.214	0.214	NUM
easat-6023	147	63	0.155	0.155	NUM
easat-6023	147	64	0.071	0.071	NUM
easat-6023	147	65	0.101	0.101	NUM
easat-6023	147	66	1.000	1.000	NUM
easat-6023	147	67	the	the	DET
easat-6023	147	68	correlation	correlation	NOUN
easat-6023	147	69	matrix	matrix	NOUN
easat-6023	147	70	was	be	AUX
easat-6023	147	71	conducted	conduct	VERB
easat-6023	147	72	in	in	ADP
easat-6023	147	73	table	table	NOUN
easat-6023	147	74	3	3	NUM
easat-6023	147	75	to	to	PART
easat-6023	147	76	establish	establish	VERB
easat-6023	147	77	whether	whether	SCONJ
easat-6023	147	78	the	the	DET
easat-6023	147	79	predictors	predictor	NOUN
easat-6023	147	80	were	be	AUX
easat-6023	147	81	suitable	suitable	ADJ
easat-6023	147	82	for	for	ADP
easat-6023	147	83	the	the	DET
easat-6023	147	84	model	model	NOUN
easat-6023	147	85	.	.	PUNCT
easat-6023	148	1	it	it	PRON
easat-6023	148	2	therefore	therefore	ADV
easat-6023	148	3	suggests	suggest	VERB
easat-6023	148	4	no	no	DET
easat-6023	148	5	multicollinearity	multicollinearity	NOUN
easat-6023	148	6	issues	issue	NOUN
easat-6023	148	7	among	among	ADP
easat-6023	148	8	the	the	DET
easat-6023	148	9	predictor	predictor	NOUN
easat-6023	148	10	variables	variable	NOUN
easat-6023	148	11	because	because	SCONJ
easat-6023	148	12	,	,	PUNCT
easat-6023	148	13	the	the	DET
easat-6023	148	14	absolute	absolute	ADJ
easat-6023	148	15	values	value	NOUN
easat-6023	148	16	of	of	ADP
easat-6023	148	17	the	the	DET
easat-6023	148	18	correlation	correlation	NOUN
easat-6023	148	19	coefficients	coefficient	NOUN
easat-6023	148	20	are	be	AUX
easat-6023	148	21	less	less	ADJ
easat-6023	148	22	than	than	ADP
easat-6023	148	23	0.31	0.31	NUM
easat-6023	148	24	(	(	PUNCT
easat-6023	148	25	|𝑟|	|𝑟|	X
easat-6023	148	26	<	<	X
easat-6023	148	27	0.31	0.31	NUM
easat-6023	148	28	)	)	PUNCT
easat-6023	148	29	,	,	PUNCT
easat-6023	148	30	a	a	DET
easat-6023	148	31	weak	weak	ADJ
easat-6023	148	32	correlation	correlation	NOUN
easat-6023	148	33	between	between	ADP
easat-6023	148	34	the	the	DET
easat-6023	148	35	independent	independent	ADJ
easat-6023	148	36	variables	variable	NOUN
easat-6023	148	37	[	[	X
easat-6023	148	38	44	44	NUM
easat-6023	148	39	]	]	PUNCT
easat-6023	148	40	.	.	PUNCT
easat-6023	149	1	furthermore	furthermore	ADV
easat-6023	149	2	,	,	PUNCT
easat-6023	149	3	the	the	DET
easat-6023	149	4	standard	standard	ADJ
easat-6023	149	5	errors	error	NOUN
easat-6023	149	6	of	of	ADP
easat-6023	149	7	the	the	DET
easat-6023	149	8	estimates	estimate	NOUN
easat-6023	149	9	,	,	PUNCT
easat-6023	149	10	which	which	PRON
easat-6023	149	11	range	range	VERB
easat-6023	149	12	from	from	ADP
easat-6023	149	13	0.085	0.085	NUM
easat-6023	149	14	to	to	ADP
easat-6023	149	15	0.208	0.208	NUM
easat-6023	149	16	as	as	SCONJ
easat-6023	149	17	shown	show	VERB
easat-6023	149	18	in	in	ADP
easat-6023	149	19	tables	table	NOUN
easat-6023	149	20	4	4	NUM
easat-6023	149	21	to	to	PART
easat-6023	149	22	10	10	NUM
easat-6023	149	23	,	,	PUNCT
easat-6023	149	24	indicate	indicate	VERB
easat-6023	149	25	precise	precise	ADJ
easat-6023	149	26	estimates	estimate	NOUN
easat-6023	149	27	.	.	PUNCT
easat-6023	150	1	this	this	PRON
easat-6023	150	2	suggests	suggest	VERB
easat-6023	150	3	that	that	SCONJ
easat-6023	150	4	multicollinearity	multicollinearity	NOUN
easat-6023	150	5	is	be	AUX
easat-6023	150	6	not	not	PART
easat-6023	150	7	a	a	DET
easat-6023	150	8	concern	concern	NOUN
easat-6023	150	9	in	in	ADP
easat-6023	150	10	the	the	DET
easat-6023	150	11	analysis	analysis	NOUN
easat-6023	150	12	.	.	PUNCT
easat-6023	151	1	this	this	PRON
easat-6023	151	2	suggest	suggest	VERB
easat-6023	151	3	that	that	SCONJ
easat-6023	151	4	the	the	DET
easat-6023	151	5	variables	variable	NOUN
easat-6023	151	6	are	be	AUX
easat-6023	151	7	suitable	suitable	ADJ
easat-6023	151	8	for	for	ADP
easat-6023	151	9	fitting	fit	VERB
easat-6023	151	10	the	the	DET
easat-6023	151	11	logit	logit	PROPN
easat-6023	151	12	model	model	NOUN
easat-6023	151	13	.	.	PUNCT
easat-6023	152	1	table	table	NOUN
easat-6023	152	2	4	4	NUM
easat-6023	152	3	.	.	PUNCT
easat-6023	152	4	predictive	predictive	ADJ
easat-6023	152	5	logit	logit	PROPN
easat-6023	152	6	model	model	NOUN
easat-6023	152	7	for	for	ADP
easat-6023	152	8	auto	auto	NOUN
easat-6023	152	9	-	-	PUNCT
easat-6023	152	10	mechanical	mechanical	ADJ
easat-6023	152	11	engineering	engineering	NOUN
easat-6023	152	12	.	.	PUNCT
easat-6023	153	1	predictor	predictor	PROPN
easat-6023	153	2	coef	coef	PROPN
easat-6023	153	3	.	.	PUNCT
easat-6023	153	4	se	se	PROPN
easat-6023	153	5	coef	coef	PROPN
easat-6023	153	6	.	.	PUNCT
easat-6023	154	1	z	z	X
easat-6023	154	2	p	p	NOUN
easat-6023	154	3	odds	odd	NOUN
easat-6023	154	4	95	95	NUM
easat-6023	154	5	%	%	NOUN
easat-6023	154	6	ci	ci	NOUN
easat-6023	154	7	ratio	ratio	NOUN
easat-6023	154	8	lower	low	ADJ
easat-6023	154	9	upper	upper	ADJ
easat-6023	154	10	constant	constant	ADJ
easat-6023	154	11	1.255930	1.255930	NUM
easat-6023	154	12	0.720394	0.720394	NUM
easat-6023	154	13	1.74	1.74	NUM
easat-6023	154	14	0.08	0.08	NUM
easat-6023	154	15	edu	edu	PROPN
easat-6023	154	16	.	.	PUNCT
easat-6023	155	1	level	level	VERB
easat-6023	155	2	0.020801	0.020801	NUM
easat-6023	155	3	0.106018	0.106018	NUM
easat-6023	155	4	0.20	0.20	NUM
easat-6023	155	5	0.84	0.84	NUM
easat-6023	155	6	1.02	1.02	NUM
easat-6023	155	7	0.83	0.83	NUM
easat-6023	155	8	1.26	1.26	NUM
easat-6023	155	9	fin	fin	NOUN
easat-6023	155	10	.	.	PUNCT
easat-6023	156	1	probl	probl	VERB
easat-6023	156	2	0.208991	0.208991	NUM
easat-6023	156	3	0.087987	0.087987	NUM
easat-6023	156	4	2.38	2.38	NUM
easat-6023	156	5	0.02	0.02	NUM
easat-6023	156	6	1.23	1.23	NUM
easat-6023	156	7	1.04	1.04	NUM
easat-6023	156	8	1.46	1.46	NUM
easat-6023	156	9	paren	paren	NOUN
easat-6023	156	10	influ	influ	ADJ
easat-6023	156	11	-0.361114	-0.361114	X
easat-6023	156	12	0.086933	0.086933	NUM
easat-6023	156	13	-4.15	-4.15	NUM
easat-6023	156	14	0.00	0.00	NUM
easat-6023	156	15	0.70	0.70	NUM
easat-6023	156	16	0.59	0.59	NUM
easat-6023	156	17	0.83	0.83	NUM
easat-6023	156	18	peer	peer	NOUN
easat-6023	156	19	influ	influ	ADJ
easat-6023	156	20	0.176708	0.176708	NUM
easat-6023	156	21	0.109211	0.109211	NUM
easat-6023	156	22	1.62	1.62	NUM
easat-6023	156	23	0.11	0.11	NUM
easat-6023	156	24	1.19	1.19	NUM
easat-6023	156	25	0.96	0.96	NUM
easat-6023	156	26	1.48	1.48	NUM
easat-6023	156	27	teach	teach	VERB
easat-6023	156	28	influ	influ	ADJ
easat-6023	156	29	-0.395696	-0.395696	NOUN
easat-6023	156	30	0.139819	0.139819	NUM
easat-6023	156	31	-2.83	-2.83	ADV
easat-6023	156	32	0.01	0.01	NUM
easat-6023	156	33	0.67	0.67	NUM
easat-6023	156	34	0.51	0.51	NUM
easat-6023	156	35	0.89	0.89	NUM
easat-6023	156	36	acad	acad	NOUN
easat-6023	156	37	perf	perf	NOUN
easat-6023	156	38	-0.193140	-0.193140	NOUN
easat-6023	157	1	0.105250	0.105250	NUM
easat-6023	157	2	-1.84	-1.84	NOUN
easat-6023	157	3	0.07	0.07	NUM
easat-6023	157	4	0.82	0.82	NUM
easat-6023	157	5	0.67	0.67	NUM
easat-6023	157	6	1.01	1.01	NUM
easat-6023	157	7	vocational	vocational	ADJ
easat-6023	157	8	lim	lim	NOUN
easat-6023	157	9	0.555290	0.555290	NUM
easat-6023	157	10	0.126828	0.126828	NUM
easat-6023	157	11	4.38	4.38	NUM
easat-6023	157	12	0.00	0.00	NUM
easat-6023	157	13	1.74	1.74	NUM
easat-6023	157	14	1.36	1.36	NUM
easat-6023	157	15	2.23	2.23	NUM
easat-6023	157	16	self	self	NOUN
easat-6023	157	17	-	-	PUNCT
easat-6023	157	18	emplo	emplo	NOUN
easat-6023	157	19	-0.568653	-0.568653	NOUN
easat-6023	157	20	0.179078	0.179078	NUM
easat-6023	157	21	-3.18	-3.18	VERB
easat-6023	157	22	0.00	0.00	NUM
easat-6023	157	23	0.57	0.57	NUM
easat-6023	157	24	0.40	0.40	NUM
easat-6023	157	25	0.80	0.80	NUM
easat-6023	157	26	self	self	NOUN
easat-6023	157	27	-	-	PUNCT
easat-6023	157	28	motiv	motiv	NOUN
easat-6023	157	29	-0.299356	-0.299356	NOUN
easat-6023	157	30	0.188472	0.188472	NUM
easat-6023	157	31	-1.59	-1.59	NUM
easat-6023	157	32	0.11	0.11	NUM
easat-6023	157	33	0.74	0.74	NUM
easat-6023	157	34	0.51	0.51	NUM
easat-6023	157	35	1.07	1.07	NUM
easat-6023	157	36	lucrative	lucrative	ADJ
easat-6023	157	37	-0.114366	-0.114366	NOUN
easat-6023	158	1	0.091459	0.091459	NUM
easat-6023	158	2	-1.25	-1.25	NOUN
easat-6023	158	3	0.21	0.21	NUM
easat-6023	158	4	0.89	0.89	NUM
easat-6023	158	5	0.75	0.75	NUM
easat-6023	158	6	1.07	1.07	NUM
easat-6023	158	7	table	table	NOUN
easat-6023	158	8	4	4	NUM
easat-6023	158	9	provides	provide	VERB
easat-6023	158	10	some	some	DET
easat-6023	158	11	interesting	interesting	ADJ
easat-6023	158	12	insights	insight	NOUN
easat-6023	158	13	into	into	ADP
easat-6023	158	14	the	the	DET
easat-6023	158	15	factors	factor	NOUN
easat-6023	158	16	that	that	PRON
easat-6023	158	17	influence	influence	NOUN
easat-6023	158	18	ghanaians	ghanaian	NOUN
easat-6023	158	19	'	'	PART
easat-6023	158	20	decisions	decision	NOUN
easat-6023	158	21	to	to	PART
easat-6023	158	22	pursue	pursue	VERB
easat-6023	158	23	auto	auto	NOUN
easat-6023	158	24	-	-	PUNCT
easat-6023	158	25	mechanical	mechanical	ADJ
easat-6023	158	26	engineering	engineering	NOUN
easat-6023	158	27	as	as	ADP
easat-6023	158	28	a	a	DET
easat-6023	158	29	career	career	NOUN
easat-6023	158	30	pathway	pathway	NOUN
easat-6023	158	31	to	to	ADP
easat-6023	158	32	entrepreneurial	entrepreneurial	ADJ
easat-6023	158	33	success	success	NOUN
easat-6023	158	34	.	.	PUNCT
easat-6023	159	1	the	the	DET
easat-6023	159	2	model	model	NOUN
easat-6023	159	3	indicates	indicate	VERB
easat-6023	159	4	that	that	SCONJ
easat-6023	159	5	financial	financial	ADJ
easat-6023	159	6	difficulties	difficulty	NOUN
easat-6023	159	7	and	and	CCONJ
easat-6023	159	8	limited	limited	ADJ
easat-6023	159	9	job	job	NOUN
easat-6023	159	10	opportunities	opportunity	NOUN
easat-6023	159	11	within	within	ADP
easat-6023	159	12	the	the	DET
easat-6023	159	13	communities	community	NOUN
easat-6023	159	14	were	be	AUX
easat-6023	159	15	positively	positively	ADV
easat-6023	159	16	associated	associate	VERB
easat-6023	159	17	with	with	ADP
easat-6023	159	18	the	the	DET
easat-6023	159	19	selection	selection	NOUN
easat-6023	159	20	of	of	ADP
easat-6023	159	21	auto	auto	NOUN
easat-6023	159	22	-	-	PUNCT
easat-6023	159	23	mechanical	mechanical	ADJ
easat-6023	159	24	engineering	engineering	NOUN
easat-6023	159	25	as	as	ADP
easat-6023	159	26	a	a	DET
easat-6023	159	27	career	career	NOUN
easat-6023	159	28	.	.	PUNCT
easat-6023	160	1	conversely	conversely	ADV
easat-6023	160	2	,	,	PUNCT
easat-6023	160	3	parental	parental	ADJ
easat-6023	160	4	and	and	CCONJ
easat-6023	160	5	teacher	teacher	NOUN
easat-6023	160	6	influence	influence	NOUN
easat-6023	160	7	,	,	PUNCT
easat-6023	160	8	as	as	ADV
easat-6023	160	9	well	well	ADV
easat-6023	160	10	as	as	ADP
easat-6023	160	11	a	a	DET
easat-6023	160	12	desire	desire	NOUN
easat-6023	160	13	for	for	ADP
easat-6023	160	14	self	self	NOUN
easat-6023	160	15	-	-	PUNCT
easat-6023	160	16	employment	employment	NOUN
easat-6023	160	17	,	,	PUNCT
easat-6023	160	18	negatively	negatively	ADV
easat-6023	160	19	impacted	impact	VERB
easat-6023	160	20	the	the	DET
easat-6023	160	21	likelihood	likelihood	NOUN
easat-6023	160	22	of	of	ADP
easat-6023	160	23	choosing	choose	VERB
easat-6023	160	24	this	this	DET
easat-6023	160	25	509	509	NUM
easat-6023	160	26	edelweiss	edelweiss	PROPN
easat-6023	160	27	applied	apply	VERB
easat-6023	160	28	science	science	NOUN
easat-6023	160	29	and	and	CCONJ
easat-6023	160	30	technology	technology	NOUN
easat-6023	160	31	issn	issn	PROPN
easat-6023	160	32	:	:	PUNCT
easat-6023	160	33	2576	2576	NUM
easat-6023	160	34	-	-	SYM
easat-6023	160	35	8484	8484	NUM
easat-6023	160	36	vol	vol	NOUN
easat-6023	160	37	.	.	PROPN
easat-6023	161	1	9	9	NUM
easat-6023	161	2	,	,	PUNCT
easat-6023	161	3	no	no	INTJ
easat-6023	161	4	.	.	NOUN
easat-6023	161	5	4	4	NUM
easat-6023	161	6	:	:	PUNCT
easat-6023	161	7	503	503	NUM
easat-6023	161	8	-	-	NUM
easat-6023	161	9	517	517	NUM
easat-6023	161	10	,	,	PUNCT
easat-6023	161	11	2025	2025	NUM
easat-6023	161	12	doi	doi	NOUN
easat-6023	161	13	:	:	PUNCT
easat-6023	161	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	161	15	©	©	PROPN
easat-6023	161	16	2025	2025	NUM
easat-6023	161	17	by	by	ADP
easat-6023	161	18	the	the	DET
easat-6023	161	19	authors	author	NOUN
easat-6023	161	20	;	;	PUNCT
easat-6023	161	21	licensee	licensee	PROPN
easat-6023	161	22	learning	learn	VERB
easat-6023	161	23	gate	gate	PROPN
easat-6023	161	24	trade	trade	PROPN
easat-6023	161	25	relative	relative	ADJ
easat-6023	161	26	to	to	ADP
easat-6023	161	27	commercial	commercial	ADJ
easat-6023	161	28	driving	driving	NOUN
easat-6023	161	29	.	.	PUNCT
easat-6023	162	1	while	while	SCONJ
easat-6023	162	2	educational	educational	ADJ
easat-6023	162	3	level	level	NOUN
easat-6023	162	4	and	and	CCONJ
easat-6023	162	5	peer	peer	NOUN
easat-6023	162	6	influence	influence	NOUN
easat-6023	162	7	did	do	AUX
easat-6023	162	8	not	not	PART
easat-6023	162	9	significantly	significantly	ADV
easat-6023	162	10	predict	predict	VERB
easat-6023	162	11	the	the	DET
easat-6023	162	12	outcome	outcome	NOUN
easat-6023	162	13	,	,	PUNCT
easat-6023	162	14	they	they	PRON
easat-6023	162	15	demonstrated	demonstrate	VERB
easat-6023	162	16	a	a	DET
easat-6023	162	17	slight	slight	ADJ
easat-6023	162	18	positive	positive	ADJ
easat-6023	162	19	association	association	NOUN
easat-6023	162	20	with	with	ADP
easat-6023	162	21	auto	auto	NOUN
easat-6023	162	22	-	-	PUNCT
easat-6023	162	23	mechanical	mechanical	ADJ
easat-6023	162	24	engineering	engineering	NOUN
easat-6023	162	25	.	.	PUNCT
easat-6023	163	1	table	table	NOUN
easat-6023	163	2	5	5	NUM
easat-6023	163	3	.	.	PUNCT
easat-6023	163	4	auto	auto	NOUN
easat-6023	163	5	-	-	PUNCT
easat-6023	163	6	electrical	electrical	ADJ
easat-6023	163	7	engineering	engineering	NOUN
easat-6023	163	8	predictive	predictive	PROPN
easat-6023	163	9	logit	logit	PROPN
easat-6023	163	10	model	model	PROPN
easat-6023	163	11	.	.	PUNCT
easat-6023	164	1	predictor	predictor	PROPN
easat-6023	164	2	coef	coef	PROPN
easat-6023	164	3	.	.	PUNCT
easat-6023	164	4	se	se	PROPN
easat-6023	164	5	coef	coef	PROPN
easat-6023	164	6	.	.	PUNCT
easat-6023	165	1	z	z	X
easat-6023	165	2	p	p	NOUN
easat-6023	165	3	odds	odd	NOUN
easat-6023	165	4	95	95	NUM
easat-6023	165	5	%	%	NOUN
easat-6023	165	6	ci	ci	NOUN
easat-6023	165	7	ratio	ratio	NOUN
easat-6023	165	8	lower	low	ADJ
easat-6023	165	9	upper	upper	ADJ
easat-6023	165	10	constant	constant	ADJ
easat-6023	165	11	0.897056	0.897056	NUM
easat-6023	165	12	0.674238	0.674238	NUM
easat-6023	165	13	1.33	1.33	NUM
easat-6023	165	14	0.18	0.18	NUM
easat-6023	165	15	edu	edu	PROPN
easat-6023	165	16	.	.	PUNCT
easat-6023	166	1	level	level	NOUN
easat-6023	166	2	0.208690	0.208690	NUM
easat-6023	166	3	0.094291	0.094291	NUM
easat-6023	166	4	2.21	2.21	NUM
easat-6023	166	5	0.03	0.03	NUM
easat-6023	166	6	1.23	1.23	NUM
easat-6023	166	7	1.02	1.02	NUM
easat-6023	166	8	1.48	1.48	NUM
easat-6023	166	9	fin	fin	NOUN
easat-6023	166	10	.	.	PUNCT
easat-6023	167	1	probl	probl	VERB
easat-6023	167	2	0.077660	0.077660	NUM
easat-6023	167	3	0.087301	0.087301	NUM
easat-6023	167	4	0.89	0.89	NUM
easat-6023	167	5	0.37	0.37	NUM
easat-6023	167	6	1.08	1.08	NUM
easat-6023	167	7	0.91	0.91	NUM
easat-6023	167	8	1.28	1.28	NUM
easat-6023	167	9	paren	paren	NOUN
easat-6023	167	10	influ	influ	ADJ
easat-6023	167	11	-0.580386	-0.580386	PUNCT
easat-6023	168	1	0.085277	0.085277	NUM
easat-6023	168	2	-6.81	-6.81	NOUN
easat-6023	168	3	0.00	0.00	NUM
easat-6023	168	4	0.56	0.56	NUM
easat-6023	168	5	0.47	0.47	NUM
easat-6023	168	6	0.66	0.66	NUM
easat-6023	168	7	peer	peer	NOUN
easat-6023	168	8	influ	influ	ADJ
easat-6023	168	9	0.187139	0.187139	NUM
easat-6023	168	10	0.103088	0.103088	NUM
easat-6023	168	11	1.82	1.82	NUM
easat-6023	168	12	0.07	0.07	NUM
easat-6023	168	13	1.21	1.21	NUM
easat-6023	168	14	0.99	0.99	NUM
easat-6023	168	15	1.48	1.48	NUM
easat-6023	168	16	teach	teach	VERB
easat-6023	168	17	influ	influ	ADJ
easat-6023	168	18	-0.465767	-0.465767	ADV
easat-6023	168	19	0.132230	0.132230	NUM
easat-6023	168	20	-3.52	-3.52	NOUN
easat-6023	168	21	0.00	0.00	NUM
easat-6023	168	22	0.63	0.63	NUM
easat-6023	168	23	0.48	0.48	NUM
easat-6023	168	24	0.81	0.81	NUM
easat-6023	168	25	acad	acad	NOUN
easat-6023	168	26	perf	perf	NOUN
easat-6023	168	27	0.042416	0.042416	NUM
easat-6023	168	28	0.105143	0.105143	NUM
easat-6023	168	29	0.40	0.40	NUM
easat-6023	168	30	0.69	0.69	NUM
easat-6023	168	31	1.04	1.04	NUM
easat-6023	168	32	0.85	0.85	NUM
easat-6023	168	33	1.28	1.28	NUM
easat-6023	168	34	vocational	vocational	ADJ
easat-6023	168	35	lim	lim	NOUN
easat-6023	168	36	0.528436	0.528436	NUM
easat-6023	168	37	0.120954	0.120954	NUM
easat-6023	168	38	4.37	4.37	NUM
easat-6023	168	39	0.00	0.00	NUM
easat-6023	168	40	1.70	1.70	NUM
easat-6023	168	41	1.34	1.34	NUM
easat-6023	168	42	2.15	2.15	NUM
easat-6023	168	43	self	self	NOUN
easat-6023	168	44	-	-	PUNCT
easat-6023	168	45	emplo	emplo	NOUN
easat-6023	168	46	-0.037233	-0.037233	X
easat-6023	168	47	0.118231	0.118231	NUM
easat-6023	168	48	-0.31	-0.31	NUM
easat-6023	168	49	0.75	0.75	NUM
easat-6023	168	50	0.96	0.96	NUM
easat-6023	168	51	0.76	0.76	NUM
easat-6023	168	52	1.21	1.21	NUM
easat-6023	168	53	self	self	NOUN
easat-6023	168	54	-	-	PUNCT
easat-6023	168	55	motiv	motiv	NOUN
easat-6023	168	56	-0.597714	-0.597714	NOUN
easat-6023	168	57	0.185702	0.185702	NUM
easat-6023	168	58	-3.22	-3.22	NUM
easat-6023	168	59	0.00	0.00	NUM
easat-6023	168	60	0.55	0.55	NUM
easat-6023	168	61	0.38	0.38	NUM
easat-6023	168	62	0.79	0.79	NUM
easat-6023	168	63	lucrative	lucrative	ADJ
easat-6023	168	64	-0.053281	-0.053281	NOUN
easat-6023	168	65	0.086015	0.086015	NUM
easat-6023	168	66	-0.62	-0.62	NOUN
easat-6023	168	67	0.54	0.54	NUM
easat-6023	168	68	0.95	0.95	NUM
easat-6023	168	69	0.80	0.80	NUM
easat-6023	168	70	1.12	1.12	NUM
easat-6023	168	71	table	table	NOUN
easat-6023	168	72	5	5	NUM
easat-6023	168	73	introduces	introduce	NOUN
easat-6023	168	74	factors	factor	NOUN
easat-6023	168	75	influencing	influence	VERB
easat-6023	168	76	the	the	DET
easat-6023	168	77	decision	decision	NOUN
easat-6023	168	78	to	to	PART
easat-6023	168	79	pursue	pursue	VERB
easat-6023	168	80	auto	auto	NOUN
easat-6023	168	81	-	-	PUNCT
easat-6023	168	82	electrical	electrical	ADJ
easat-6023	168	83	engineering	engineering	NOUN
easat-6023	168	84	as	as	ADP
easat-6023	168	85	a	a	DET
easat-6023	168	86	career	career	NOUN
easat-6023	168	87	among	among	ADP
easat-6023	168	88	respondents	respondent	NOUN
easat-6023	168	89	.	.	PUNCT
easat-6023	169	1	educational	educational	ADJ
easat-6023	169	2	attainment	attainment	ADJ
easat-6023	169	3	and	and	CCONJ
easat-6023	169	4	limited	limited	ADJ
easat-6023	169	5	apprenticeship	apprenticeship	NOUN
easat-6023	169	6	options	option	NOUN
easat-6023	169	7	within	within	ADP
easat-6023	169	8	the	the	DET
easat-6023	169	9	communities	community	NOUN
easat-6023	169	10	emerged	emerge	VERB
easat-6023	169	11	as	as	ADP
easat-6023	169	12	significant	significant	ADJ
easat-6023	169	13	positive	positive	ADJ
easat-6023	169	14	predictors	predictor	NOUN
easat-6023	169	15	.	.	PUNCT
easat-6023	170	1	individuals	individual	NOUN
easat-6023	170	2	with	with	ADP
easat-6023	170	3	higher	high	ADJ
easat-6023	170	4	educational	educational	ADJ
easat-6023	170	5	levels	level	NOUN
easat-6023	170	6	and	and	CCONJ
easat-6023	170	7	residing	reside	VERB
easat-6023	170	8	in	in	ADP
easat-6023	170	9	areas	area	NOUN
easat-6023	170	10	with	with	ADP
easat-6023	170	11	few	few	ADJ
easat-6023	170	12	alternative	alternative	ADJ
easat-6023	170	13	job	job	NOUN
easat-6023	170	14	options	option	NOUN
easat-6023	170	15	were	be	AUX
easat-6023	170	16	more	more	ADV
easat-6023	170	17	likely	likely	ADJ
easat-6023	170	18	to	to	PART
easat-6023	170	19	choose	choose	VERB
easat-6023	170	20	auto	auto	NOUN
easat-6023	170	21	-	-	PUNCT
easat-6023	170	22	electrical	electrical	ADJ
easat-6023	170	23	engineering	engineering	NOUN
easat-6023	170	24	,	,	PUNCT
easat-6023	170	25	with	with	ADP
easat-6023	170	26	respective	respective	ADJ
easat-6023	170	27	odds	odd	NOUN
easat-6023	170	28	ratios	ratio	NOUN
easat-6023	170	29	of	of	ADP
easat-6023	170	30	1.23	1.23	NUM
easat-6023	170	31	and	and	CCONJ
easat-6023	170	32	1.70	1.70	NUM
easat-6023	170	33	.	.	PUNCT
easat-6023	171	1	conversely	conversely	ADV
easat-6023	171	2	,	,	PUNCT
easat-6023	171	3	parental	parental	ADJ
easat-6023	171	4	and	and	CCONJ
easat-6023	171	5	teacher	teacher	NOUN
easat-6023	171	6	influence	influence	NOUN
easat-6023	171	7	,	,	PUNCT
easat-6023	171	8	as	as	ADV
easat-6023	171	9	well	well	ADV
easat-6023	171	10	as	as	ADP
easat-6023	171	11	selfmotivation	selfmotivation	NOUN
easat-6023	171	12	,	,	PUNCT
easat-6023	171	13	negatively	negatively	ADV
easat-6023	171	14	impacted	impact	VERB
easat-6023	171	15	the	the	DET
easat-6023	171	16	likelihood	likelihood	NOUN
easat-6023	171	17	of	of	ADP
easat-6023	171	18	selecting	select	VERB
easat-6023	171	19	auto	auto	NOUN
easat-6023	171	20	-	-	PUNCT
easat-6023	171	21	electrical	electrical	ADJ
easat-6023	171	22	engineering	engineering	NOUN
easat-6023	171	23	,	,	PUNCT
easat-6023	171	24	suggesting	suggest	VERB
easat-6023	171	25	that	that	SCONJ
easat-6023	171	26	these	these	DET
easat-6023	171	27	factors	factor	NOUN
easat-6023	171	28	can	can	AUX
easat-6023	171	29	deter	deter	VERB
easat-6023	171	30	individuals	individual	NOUN
easat-6023	171	31	from	from	ADP
easat-6023	171	32	this	this	DET
easat-6023	171	33	career	career	NOUN
easat-6023	171	34	path	path	NOUN
easat-6023	171	35	relative	relative	ADJ
easat-6023	171	36	to	to	ADP
easat-6023	171	37	commercial	commercial	ADJ
easat-6023	171	38	driving	driving	NOUN
easat-6023	171	39	.	.	PUNCT
easat-6023	172	1	it	it	PRON
easat-6023	172	2	is	be	AUX
easat-6023	172	3	crucial	crucial	ADJ
easat-6023	172	4	to	to	PART
easat-6023	172	5	note	note	VERB
easat-6023	172	6	that	that	SCONJ
easat-6023	172	7	only	only	ADV
easat-6023	172	8	financial	financial	ADJ
easat-6023	172	9	problems	problem	NOUN
easat-6023	172	10	,	,	PUNCT
easat-6023	172	11	peer	peer	NOUN
easat-6023	172	12	influence	influence	NOUN
easat-6023	172	13	,	,	PUNCT
easat-6023	172	14	and	and	CCONJ
easat-6023	172	15	academic	academic	ADJ
easat-6023	172	16	performance	performance	NOUN
easat-6023	172	17	demonstrated	demonstrate	VERB
easat-6023	172	18	a	a	DET
easat-6023	172	19	positive	positive	ADJ
easat-6023	172	20	association	association	NOUN
easat-6023	172	21	with	with	ADP
easat-6023	172	22	the	the	DET
easat-6023	172	23	choice	choice	NOUN
easat-6023	172	24	of	of	ADP
easat-6023	172	25	auto	auto	NOUN
easat-6023	172	26	-	-	PUNCT
easat-6023	172	27	electrical	electrical	ADJ
easat-6023	172	28	engineering	engineering	NOUN
easat-6023	172	29	.	.	PUNCT
easat-6023	173	1	table	table	NOUN
easat-6023	173	2	6	6	NUM
easat-6023	173	3	.	.	PUNCT
easat-6023	174	1	catering	cater	VERB
easat-6023	174	2	predictive	predictive	ADJ
easat-6023	174	3	logit	logit	PROPN
easat-6023	174	4	model	model	PROPN
easat-6023	174	5	.	.	PUNCT
easat-6023	175	1	predictor	predictor	PROPN
easat-6023	175	2	coef	coef	PROPN
easat-6023	175	3	.	.	PUNCT
easat-6023	175	4	se	se	PROPN
easat-6023	175	5	coef	coef	PROPN
easat-6023	175	6	.	.	PUNCT
easat-6023	176	1	z	z	X
easat-6023	176	2	p	p	NOUN
easat-6023	176	3	odds	odd	NOUN
easat-6023	176	4	95	95	NUM
easat-6023	176	5	%	%	NOUN
easat-6023	176	6	ci	ci	NOUN
easat-6023	176	7	ratio	ratio	NOUN
easat-6023	176	8	lower	low	ADJ
easat-6023	176	9	upper	upper	ADJ
easat-6023	176	10	constant	constant	ADJ
easat-6023	176	11	-0.400462	-0.400462	NOUN
easat-6023	176	12	0.722702	0.722702	NUM
easat-6023	176	13	-0.55	-0.55	NUM
easat-6023	176	14	0.58	0.58	NUM
easat-6023	176	15	edu	edu	PROPN
easat-6023	176	16	.	.	PUNCT
easat-6023	176	17	level	level	VERB
easat-6023	176	18	0.037164	0.037164	NUM
easat-6023	176	19	0.113182	0.113182	NUM
easat-6023	176	20	0.33	0.33	NUM
easat-6023	176	21	0.74	0.74	NUM
easat-6023	176	22	1.04	1.04	NUM
easat-6023	176	23	0.83	0.83	NUM
easat-6023	176	24	1.30	1.30	NUM
easat-6023	176	25	fin	fin	NOUN
easat-6023	176	26	.	.	PUNCT
easat-6023	177	1	probl	probl	NOUN
easat-6023	177	2	0.350056	0.350056	NUM
easat-6023	177	3	0.092767	0.092767	NUM
easat-6023	177	4	3.77	3.77	NUM
easat-6023	177	5	0.00	0.00	NUM
easat-6023	177	6	1.42	1.42	NUM
easat-6023	177	7	1.18	1.18	NUM
easat-6023	177	8	1.70	1.70	NUM
easat-6023	177	9	paren	paren	NOUN
easat-6023	177	10	influ	influ	ADJ
easat-6023	177	11	-0.806032	-0.806032	NOUN
easat-6023	177	12	0.104083	0.104083	NUM
easat-6023	178	1	-7.74	-7.74	NUM
easat-6023	178	2	0.00	0.00	NUM
easat-6023	178	3	0.45	0.45	NUM
easat-6023	178	4	0.36	0.36	NUM
easat-6023	178	5	0.55	0.55	NUM
easat-6023	178	6	peer	peer	NOUN
easat-6023	178	7	influ	influ	ADJ
easat-6023	178	8	0.319492	0.319492	NUM
easat-6023	179	1	0.117771	0.117771	NUM
easat-6023	179	2	2.71	2.71	NUM
easat-6023	179	3	0.01	0.01	NUM
easat-6023	179	4	1.38	1.38	NUM
easat-6023	179	5	1.09	1.09	NUM
easat-6023	179	6	1.73	1.73	NUM
easat-6023	179	7	teach	teach	VERB
easat-6023	179	8	influ	influ	ADJ
easat-6023	179	9	-0.191999	-0.191999	PROPN
easat-6023	179	10	0.155214	0.155214	NUM
easat-6023	179	11	-1.24	-1.24	NOUN
easat-6023	179	12	0.22	0.22	NUM
easat-6023	179	13	0.83	0.83	NUM
easat-6023	179	14	0.61	0.61	NUM
easat-6023	179	15	1.12	1.12	NUM
easat-6023	179	16	acad	acad	NOUN
easat-6023	179	17	perf	perf	NOUN
easat-6023	179	18	0.010730	0.010730	NUM
easat-6023	179	19	0.119777	0.119777	NUM
easat-6023	179	20	0.09	0.09	NUM
easat-6023	179	21	0.93	0.93	NUM
easat-6023	179	22	1.01	1.01	NUM
easat-6023	179	23	0.80	0.80	NUM
easat-6023	179	24	1.28	1.28	NUM
easat-6023	179	25	vocational	vocational	ADJ
easat-6023	179	26	lim	lim	NOUN
easat-6023	179	27	0.149727	0.149727	NUM
easat-6023	179	28	0.125180	0.125180	NUM
easat-6023	179	29	1.20	1.20	NUM
easat-6023	179	30	0.23	0.23	NUM
easat-6023	179	31	1.16	1.16	NUM
easat-6023	179	32	0.91	0.91	NUM
easat-6023	179	33	1.48	1.48	NUM
easat-6023	179	34	self	self	NOUN
easat-6023	179	35	-	-	PUNCT
easat-6023	179	36	emplo	emplo	NOUN
easat-6023	179	37	-0.194634	-0.194634	NOUN
easat-6023	179	38	0.138932	0.138932	NUM
easat-6023	179	39	-1.40	-1.40	NUM
easat-6023	179	40	0.16	0.16	NUM
easat-6023	179	41	0.82	0.82	NUM
easat-6023	179	42	0.63	0.63	NUM
easat-6023	179	43	1.08	1.08	NUM
easat-6023	179	44	self	self	NOUN
easat-6023	179	45	-	-	PUNCT
easat-6023	179	46	motiv	motiv	NOUN
easat-6023	179	47	0.304220	0.304220	NUM
easat-6023	179	48	0.130993	0.130993	NUM
easat-6023	179	49	2.32	2.32	NUM
easat-6023	179	50	0.02	0.02	NUM
easat-6023	179	51	1.36	1.36	NUM
easat-6023	179	52	1.05	1.05	NUM
easat-6023	179	53	1.75	1.75	NUM
easat-6023	179	54	lucrative	lucrative	ADJ
easat-6023	179	55	0.053146	0.053146	NUM
easat-6023	179	56	0.096312	0.096312	NUM
easat-6023	179	57	0.55	0.55	NUM
easat-6023	179	58	0.58	0.58	NUM
easat-6023	179	59	1.05	1.05	NUM
easat-6023	179	60	0.87	0.87	NUM
easat-6023	179	61	1.27	1.27	NUM
easat-6023	179	62	table	table	NOUN
easat-6023	179	63	6	6	NUM
easat-6023	179	64	presents	present	VERB
easat-6023	179	65	the	the	DET
easat-6023	179	66	results	result	NOUN
easat-6023	179	67	of	of	ADP
easat-6023	179	68	a	a	DET
easat-6023	179	69	logistic	logistic	ADJ
easat-6023	179	70	regression	regression	NOUN
easat-6023	179	71	model	model	NOUN
easat-6023	179	72	predicting	predict	VERB
easat-6023	179	73	the	the	DET
easat-6023	179	74	choice	choice	NOUN
easat-6023	179	75	between	between	ADP
easat-6023	179	76	catering	catering	NOUN
easat-6023	179	77	and	and	CCONJ
easat-6023	179	78	driving	drive	VERB
easat-6023	179	79	as	as	ADP
easat-6023	179	80	career	career	NOUN
easat-6023	179	81	paths	path	NOUN
easat-6023	179	82	.	.	PUNCT
easat-6023	180	1	of	of	ADP
easat-6023	180	2	the	the	DET
easat-6023	180	3	ten	ten	NUM
easat-6023	180	4	factors	factor	NOUN
easat-6023	180	5	considered	consider	VERB
easat-6023	180	6	,	,	PUNCT
easat-6023	180	7	only	only	ADV
easat-6023	180	8	four	four	NUM
easat-6023	180	9	significantly	significantly	ADV
easat-6023	180	10	influenced	influence	VERB
easat-6023	180	11	this	this	DET
easat-6023	180	12	decision	decision	NOUN
easat-6023	180	13	.	.	PUNCT
easat-6023	181	1	that	that	PRON
easat-6023	181	2	is	be	AUX
easat-6023	181	3	,	,	PUNCT
easat-6023	181	4	while	while	SCONJ
easat-6023	181	5	financial	financial	ADJ
easat-6023	181	6	problems	problem	NOUN
easat-6023	181	7	,	,	PUNCT
easat-6023	181	8	peer	peer	NOUN
easat-6023	181	9	influence	influence	NOUN
easat-6023	181	10	,	,	PUNCT
easat-6023	181	11	and	and	CCONJ
easat-6023	181	12	self	self	NOUN
easat-6023	181	13	-	-	PUNCT
easat-6023	181	14	motivation	motivation	NOUN
easat-6023	181	15	are	be	AUX
easat-6023	181	16	more	more	ADV
easat-6023	181	17	likely	likely	ADJ
easat-6023	181	18	(	(	PUNCT
easat-6023	181	19	with	with	ADP
easat-6023	181	20	odds	odd	NOUN
easat-6023	181	21	ratios	ratio	NOUN
easat-6023	181	22	of	of	ADP
easat-6023	181	23	1.42	1.42	NUM
easat-6023	181	24	,	,	PUNCT
easat-6023	181	25	1.38	1.38	NUM
easat-6023	181	26	,	,	PUNCT
easat-6023	181	27	and	and	CCONJ
easat-6023	181	28	1.36	1.36	NUM
easat-6023	181	29	,	,	PUNCT
easat-6023	181	30	)	)	PUNCT
easat-6023	181	31	to	to	ADP
easat-6023	181	32	choosing	choose	VERB
easat-6023	181	33	catering	catering	NOUN
easat-6023	181	34	,	,	PUNCT
easat-6023	181	35	parental	parental	ADJ
easat-6023	181	36	influence	influence	NOUN
easat-6023	181	37	negatively	negatively	ADV
easat-6023	181	38	affected	affect	VERB
easat-6023	181	39	the	the	DET
easat-6023	181	40	decision	decision	NOUN
easat-6023	181	41	to	to	PART
easat-6023	181	42	pursue	pursue	VERB
easat-6023	181	43	catering	catering	NOUN
easat-6023	181	44	.	.	PUNCT
easat-6023	182	1	individuals	individual	NOUN
easat-6023	182	2	facing	face	VERB
easat-6023	182	3	parental	parental	ADJ
easat-6023	182	4	encouragement	encouragement	NOUN
easat-6023	182	5	towards	towards	ADP
easat-6023	182	6	this	this	DET
easat-6023	182	7	career	career	NOUN
easat-6023	182	8	pathway	pathway	NOUN
easat-6023	182	9	are	be	AUX
easat-6023	182	10	0.45	0.45	NUM
easat-6023	182	11	times	time	NOUN
easat-6023	182	12	less	less	ADV
easat-6023	182	13	likely	likely	ADJ
easat-6023	182	14	to	to	PART
easat-6023	182	15	choose	choose	VERB
easat-6023	182	16	it	it	PRON
easat-6023	182	17	.	.	PUNCT
easat-6023	183	1	this	this	PRON
easat-6023	183	2	means	mean	VERB
easat-6023	183	3	also	also	ADV
easat-6023	183	4	that	that	SCONJ
easat-6023	183	5	individuals	individual	NOUN
easat-6023	183	6	who	who	PRON
easat-6023	183	7	were	be	AUX
easat-6023	183	8	either	either	ADV
easat-6023	183	9	influenced	influence	VERB
easat-6023	183	10	by	by	ADP
easat-6023	183	11	parents	parent	NOUN
easat-6023	183	12	were	be	AUX
easat-6023	183	13	more	more	ADV
easat-6023	183	14	likely	likely	ADJ
easat-6023	183	15	to	to	PART
easat-6023	183	16	choose	choose	VERB
easat-6023	183	17	driving	drive	VERB
easat-6023	183	18	instead	instead	ADV
easat-6023	183	19	of	of	ADP
easat-6023	183	20	catering	cater	VERB
easat-6023	183	21	.	.	PUNCT
easat-6023	184	1	510	510	NUM
easat-6023	184	2	edelweiss	edelweiss	PROPN
easat-6023	184	3	applied	apply	VERB
easat-6023	184	4	science	science	NOUN
easat-6023	184	5	and	and	CCONJ
easat-6023	184	6	technology	technology	NOUN
easat-6023	184	7	issn	issn	PROPN
easat-6023	184	8	:	:	PUNCT
easat-6023	184	9	2576	2576	NUM
easat-6023	184	10	-	-	SYM
easat-6023	184	11	8484	8484	NUM
easat-6023	184	12	vol	vol	NOUN
easat-6023	184	13	.	.	PROPN
easat-6023	185	1	9	9	NUM
easat-6023	185	2	,	,	PUNCT
easat-6023	185	3	no	no	INTJ
easat-6023	185	4	.	.	NOUN
easat-6023	185	5	4	4	NUM
easat-6023	185	6	:	:	PUNCT
easat-6023	185	7	503	503	NUM
easat-6023	185	8	-	-	NUM
easat-6023	185	9	517	517	NUM
easat-6023	185	10	,	,	PUNCT
easat-6023	185	11	2025	2025	NUM
easat-6023	185	12	doi	doi	NOUN
easat-6023	185	13	:	:	PUNCT
easat-6023	185	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	185	15	©	©	PROPN
easat-6023	185	16	2025	2025	NUM
easat-6023	185	17	by	by	ADP
easat-6023	185	18	the	the	DET
easat-6023	185	19	authors	author	NOUN
easat-6023	185	20	;	;	PUNCT
easat-6023	185	21	licensee	licensee	PROPN
easat-6023	185	22	learning	learn	VERB
easat-6023	185	23	gate	gate	NOUN
easat-6023	185	24	table	table	NOUN
easat-6023	185	25	7	7	NUM
easat-6023	185	26	.	.	PUNCT
easat-6023	185	27	masonry	masonry	PROPN
easat-6023	185	28	predictive	predictive	PROPN
easat-6023	185	29	logit	logit	PROPN
easat-6023	185	30	model	model	PROPN
easat-6023	185	31	.	.	PUNCT
easat-6023	186	1	predictor	predictor	PROPN
easat-6023	186	2	coef	coef	PROPN
easat-6023	186	3	se	se	PROPN
easat-6023	186	4	coef	coef	PROPN
easat-6023	186	5	z	z	PROPN
easat-6023	186	6	p	p	PROPN
easat-6023	186	7	odds	odd	NOUN
easat-6023	186	8	95	95	NUM
easat-6023	186	9	%	%	NOUN
easat-6023	186	10	ci	ci	NOUN
easat-6023	186	11	ratio	ratio	NOUN
easat-6023	186	12	lower	low	ADJ
easat-6023	186	13	upper	upper	ADJ
easat-6023	186	14	constant	constant	ADJ
easat-6023	186	15	-0.417420	-0.417420	NOUN
easat-6023	186	16	0.683525	0.683525	NUM
easat-6023	186	17	-0.61	-0.61	NOUN
easat-6023	186	18	0.54	0.54	NUM
easat-6023	186	19	edu	edu	PROPN
easat-6023	186	20	.	.	PUNCT
easat-6023	187	1	level	level	NOUN
easat-6023	187	2	0.334633	0.334633	NUM
easat-6023	187	3	0.095770	0.095770	NUM
easat-6023	187	4	3.49	3.49	NUM
easat-6023	187	5	0.00	0.00	NUM
easat-6023	187	6	1.40	1.40	NUM
easat-6023	187	7	1.16	1.16	NUM
easat-6023	187	8	1.69	1.69	NUM
easat-6023	187	9	fin	fin	NOUN
easat-6023	187	10	.	.	PUNCT
easat-6023	188	1	probl	probl	VERB
easat-6023	188	2	0.263141	0.263141	NUM
easat-6023	188	3	0.092169	0.092169	NUM
easat-6023	188	4	2.85	2.85	NUM
easat-6023	188	5	0.00	0.00	NUM
easat-6023	188	6	1.30	1.30	NUM
easat-6023	188	7	1.09	1.09	NUM
easat-6023	188	8	1.56	1.56	NUM
easat-6023	188	9	paren	paren	NOUN
easat-6023	188	10	influ	influ	ADJ
easat-6023	188	11	-0.573628	-0.573628	NOUN
easat-6023	189	1	0.096320	0.096320	NUM
easat-6023	189	2	-5.96	-5.96	NOUN
easat-6023	189	3	0.00	0.00	NUM
easat-6023	189	4	0.56	0.56	NUM
easat-6023	189	5	0.47	0.47	NUM
easat-6023	189	6	0.68	0.68	NUM
easat-6023	189	7	peer	peer	NOUN
easat-6023	189	8	influ	influ	ADJ
easat-6023	189	9	-0.022144	-0.022144	PUNCT
easat-6023	190	1	0.110478	0.110478	NUM
easat-6023	190	2	-0.20	-0.20	NUM
easat-6023	190	3	0.84	0.84	NUM
easat-6023	190	4	0.98	0.98	NUM
easat-6023	190	5	0.79	0.79	NUM
easat-6023	190	6	1.21	1.21	NUM
easat-6023	190	7	teach	teach	VERB
easat-6023	190	8	influ	influ	ADJ
easat-6023	190	9	-0.417123	-0.417123	NOUN
easat-6023	190	10	0.142965	0.142965	PRON
easat-6023	190	11	-2.92	-2.92	NUM
easat-6023	190	12	0.00	0.00	NUM
easat-6023	190	13	0.66	0.66	NUM
easat-6023	190	14	0.50	0.50	NUM
easat-6023	190	15	0.87	0.87	NUM
easat-6023	190	16	acad	acad	NOUN
easat-6023	190	17	perf	perf	NOUN
easat-6023	190	18	-0.042307	-0.042307	X
easat-6023	191	1	0.112896	0.112896	NUM
easat-6023	191	2	-0.37	-0.37	NUM
easat-6023	191	3	0.72	0.72	NUM
easat-6023	191	4	0.96	0.96	NUM
easat-6023	191	5	0.77	0.77	NUM
easat-6023	191	6	1.20	1.20	NUM
easat-6023	191	7	vocational	vocational	ADJ
easat-6023	191	8	lim	lim	PROPN
easat-6023	191	9	0.481221	0.481221	NUM
easat-6023	191	10	0.126894	0.126894	NUM
easat-6023	191	11	3.79	3.79	NUM
easat-6023	191	12	0.00	0.00	NUM
easat-6023	191	13	1.62	1.62	NUM
easat-6023	191	14	1.26	1.26	NUM
easat-6023	191	15	2.07	2.07	NUM
easat-6023	191	16	self	self	NOUN
easat-6023	191	17	-	-	PUNCT
easat-6023	191	18	emplo	emplo	NOUN
easat-6023	191	19	0.029245	0.029245	NUM
easat-6023	191	20	0.121964	0.121964	NUM
easat-6023	191	21	0.24	0.24	NUM
easat-6023	191	22	0.81	0.81	NUM
easat-6023	191	23	1.03	1.03	NUM
easat-6023	191	24	0.81	0.81	NUM
easat-6023	191	25	1.31	1.31	NUM
easat-6023	191	26	self	self	NOUN
easat-6023	191	27	-	-	PUNCT
easat-6023	191	28	motiv	motiv	VERB
easat-6023	191	29	0.370499	0.370499	NUM
easat-6023	191	30	0.125415	0.125415	NUM
easat-6023	191	31	2.95	2.95	NUM
easat-6023	191	32	0.00	0.00	NUM
easat-6023	191	33	1.45	1.45	NUM
easat-6023	191	34	1.13	1.13	NUM
easat-6023	191	35	1.85	1.85	NUM
easat-6023	191	36	lucrative	lucrative	ADJ
easat-6023	191	37	-0.157790	-0.157790	NOUN
easat-6023	191	38	0.097253	0.097253	NUM
easat-6023	191	39	-1.62	-1.62	NOUN
easat-6023	191	40	0.11	0.11	NUM
easat-6023	191	41	0.85	0.85	NUM
easat-6023	191	42	0.71	0.71	NUM
easat-6023	191	43	1.03	1.03	NUM
easat-6023	191	44	table	table	NOUN
easat-6023	191	45	7	7	NUM
easat-6023	191	46	presents	present	VERB
easat-6023	191	47	the	the	DET
easat-6023	191	48	results	result	NOUN
easat-6023	191	49	of	of	ADP
easat-6023	191	50	a	a	DET
easat-6023	191	51	logistic	logistic	ADJ
easat-6023	191	52	regression	regression	NOUN
easat-6023	191	53	model	model	NOUN
easat-6023	191	54	predicting	predict	VERB
easat-6023	191	55	the	the	DET
easat-6023	191	56	likelihood	likelihood	NOUN
easat-6023	191	57	of	of	ADP
easat-6023	191	58	individuals	individual	NOUN
easat-6023	191	59	choosing	choose	VERB
easat-6023	191	60	masonry	masonry	NOUN
easat-6023	191	61	as	as	ADP
easat-6023	191	62	a	a	DET
easat-6023	191	63	career	career	NOUN
easat-6023	191	64	path	path	NOUN
easat-6023	191	65	.	.	PUNCT
easat-6023	192	1	six	six	NUM
easat-6023	192	2	factors	factor	NOUN
easat-6023	192	3	emerged	emerge	VERB
easat-6023	192	4	as	as	ADP
easat-6023	192	5	significant	significant	ADJ
easat-6023	192	6	predictors	predictor	NOUN
easat-6023	192	7	.	.	PUNCT
easat-6023	193	1	while	while	SCONJ
easat-6023	193	2	educational	educational	ADJ
easat-6023	193	3	level	level	NOUN
easat-6023	193	4	,	,	PUNCT
easat-6023	193	5	financial	financial	ADJ
easat-6023	193	6	problems	problem	NOUN
easat-6023	193	7	,	,	PUNCT
easat-6023	193	8	limited	limited	ADJ
easat-6023	193	9	apprenticeship	apprenticeship	NOUN
easat-6023	193	10	options	option	NOUN
easat-6023	193	11	,	,	PUNCT
easat-6023	193	12	and	and	CCONJ
easat-6023	193	13	self	self	NOUN
easat-6023	193	14	-	-	PUNCT
easat-6023	193	15	motivation	motivation	NOUN
easat-6023	193	16	positively	positively	ADV
easat-6023	193	17	influenced	influence	VERB
easat-6023	193	18	the	the	DET
easat-6023	193	19	decision	decision	NOUN
easat-6023	193	20	to	to	PART
easat-6023	193	21	pursue	pursue	VERB
easat-6023	193	22	masonry	masonry	NOUN
easat-6023	193	23	with	with	ADP
easat-6023	193	24	respective	respective	ADJ
easat-6023	193	25	odds	odd	NOUN
easat-6023	193	26	ratios	ratio	NOUN
easat-6023	193	27	of	of	ADP
easat-6023	193	28	1.40	1.40	NUM
easat-6023	193	29	,	,	PUNCT
easat-6023	193	30	1.30	1.30	NUM
easat-6023	193	31	,	,	PUNCT
easat-6023	193	32	1.62	1.62	NUM
easat-6023	193	33	,	,	PUNCT
easat-6023	193	34	and	and	CCONJ
easat-6023	193	35	1.45	1.45	NUM
easat-6023	193	36	,	,	PUNCT
easat-6023	193	37	parental	parental	ADJ
easat-6023	193	38	and	and	CCONJ
easat-6023	193	39	teacher	teacher	NOUN
easat-6023	193	40	influence	influence	NOUN
easat-6023	193	41	negatively	negatively	ADV
easat-6023	193	42	impacted	impact	VERB
easat-6023	193	43	the	the	DET
easat-6023	193	44	choice	choice	NOUN
easat-6023	193	45	of	of	ADP
easat-6023	193	46	masonry	masonry	NOUN
easat-6023	193	47	,	,	PUNCT
easat-6023	193	48	reducing	reduce	VERB
easat-6023	193	49	the	the	DET
easat-6023	193	50	odds	odd	NOUN
easat-6023	193	51	by	by	ADP
easat-6023	193	52	0.56	0.56	NUM
easat-6023	193	53	and	and	CCONJ
easat-6023	193	54	0.66	0.66	NUM
easat-6023	193	55	,	,	PUNCT
easat-6023	193	56	respectively	respectively	ADV
easat-6023	193	57	.	.	PUNCT
easat-6023	194	1	these	these	DET
easat-6023	194	2	findings	finding	NOUN
easat-6023	194	3	suggest	suggest	VERB
easat-6023	194	4	that	that	SCONJ
easat-6023	194	5	while	while	SCONJ
easat-6023	194	6	personal	personal	ADJ
easat-6023	194	7	attributes	attribute	NOUN
easat-6023	194	8	and	and	CCONJ
easat-6023	194	9	external	external	ADJ
easat-6023	194	10	factors	factor	NOUN
easat-6023	194	11	such	such	ADJ
easat-6023	194	12	as	as	ADP
easat-6023	194	13	limited	limited	ADJ
easat-6023	194	14	apprenticeship	apprenticeship	NOUN
easat-6023	194	15	opportunities	opportunity	NOUN
easat-6023	194	16	can	can	AUX
easat-6023	194	17	drive	drive	VERB
easat-6023	194	18	individuals	individual	NOUN
easat-6023	194	19	towards	towards	ADP
easat-6023	194	20	masonry	masonry	NOUN
easat-6023	194	21	,	,	PUNCT
easat-6023	194	22	parental	parental	ADJ
easat-6023	194	23	and	and	CCONJ
easat-6023	194	24	teacher	teacher	NOUN
easat-6023	194	25	support	support	NOUN
easat-6023	194	26	may	may	AUX
easat-6023	194	27	be	be	AUX
easat-6023	194	28	less	less	ADV
easat-6023	194	29	influential	influential	ADJ
easat-6023	194	30	in	in	ADP
easat-6023	194	31	this	this	DET
easat-6023	194	32	career	career	NOUN
easat-6023	194	33	choice	choice	NOUN
easat-6023	194	34	but	but	CCONJ
easat-6023	194	35	rather	rather	ADV
easat-6023	194	36	to	to	PART
easat-6023	194	37	pursue	pursue	VERB
easat-6023	194	38	commercial	commercial	ADJ
easat-6023	194	39	driving	driving	NOUN
easat-6023	194	40	as	as	ADP
easat-6023	194	41	a	a	DET
easat-6023	194	42	career	career	NOUN
easat-6023	194	43	path	path	NOUN
easat-6023	194	44	.	.	PUNCT
easat-6023	195	1	table	table	NOUN
easat-6023	195	2	8	8	NUM
easat-6023	195	3	.	.	PUNCT
easat-6023	196	1	carpentry	carpentry	NOUN
easat-6023	196	2	predictive	predictive	PROPN
easat-6023	196	3	logit	logit	PROPN
easat-6023	196	4	model	model	PROPN
easat-6023	196	5	.	.	PUNCT
easat-6023	197	1	predictor	predictor	PROPN
easat-6023	197	2	coef	coef	PROPN
easat-6023	197	3	.	.	PUNCT
easat-6023	197	4	se	se	PROPN
easat-6023	197	5	coef	coef	PROPN
easat-6023	197	6	.	.	PUNCT
easat-6023	198	1	z	z	X
easat-6023	198	2	p	p	NOUN
easat-6023	198	3	odds	odd	NOUN
easat-6023	198	4	95	95	NUM
easat-6023	198	5	%	%	NOUN
easat-6023	198	6	ci	ci	NOUN
easat-6023	198	7	ratio	ratio	NOUN
easat-6023	198	8	lower	low	ADJ
easat-6023	198	9	upper	upper	ADJ
easat-6023	198	10	constant	constant	ADJ
easat-6023	198	11	0.550110	0.550110	NUM
easat-6023	198	12	0.623997	0.623997	NUM
easat-6023	198	13	0.88	0.88	NUM
easat-6023	198	14	0.38	0.38	NUM
easat-6023	198	15	edu	edu	PROPN
easat-6023	198	16	.	.	PUNCT
easat-6023	199	1	level	level	NOUN
easat-6023	199	2	0.534074	0.534074	NUM
easat-6023	199	3	0.087904	0.087904	NUM
easat-6023	199	4	6.08	6.08	NUM
easat-6023	199	5	0.00	0.00	NUM
easat-6023	199	6	1.71	1.71	NUM
easat-6023	199	7	1.44	1.44	NUM
easat-6023	199	8	2.03	2.03	NUM
easat-6023	199	9	fin	fin	NOUN
easat-6023	199	10	.	.	PUNCT
easat-6023	200	1	probl	probl	VERB
easat-6023	200	2	0.297595	0.297595	NUM
easat-6023	200	3	0.088237	0.088237	NUM
easat-6023	200	4	3.37	3.37	NUM
easat-6023	200	5	0.00	0.00	NUM
easat-6023	200	6	1.35	1.35	NUM
easat-6023	200	7	1.13	1.13	NUM
easat-6023	200	8	1.60	1.60	NUM
easat-6023	200	9	paren	paren	NOUN
easat-6023	200	10	influ	influ	ADJ
easat-6023	200	11	-0.799340	-0.799340	PUNCT
easat-6023	201	1	0.095696	0.095696	NUM
easat-6023	201	2	-8.35	-8.35	NUM
easat-6023	201	3	0.00	0.00	NUM
easat-6023	201	4	0.45	0.45	NUM
easat-6023	201	5	0.37	0.37	NUM
easat-6023	201	6	0.54	0.54	NUM
easat-6023	201	7	peer	peer	NOUN
easat-6023	201	8	influ	influ	ADJ
easat-6023	201	9	0.260130	0.260130	NUM
easat-6023	201	10	0.107943	0.107943	NUM
easat-6023	201	11	2.41	2.41	NUM
easat-6023	201	12	0.02	0.02	NUM
easat-6023	201	13	1.30	1.30	NUM
easat-6023	201	14	1.05	1.05	NUM
easat-6023	201	15	1.60	1.60	NUM
easat-6023	201	16	teach	teach	VERB
easat-6023	201	17	influ	influ	ADJ
easat-6023	201	18	-0.549058	-0.549058	NOUN
easat-6023	201	19	0.136271	0.136271	NUM
easat-6023	201	20	-4.03	-4.03	NUM
easat-6023	201	21	0.00	0.00	NUM
easat-6023	201	22	0.58	0.58	NUM
easat-6023	201	23	0.44	0.44	NUM
easat-6023	201	24	0.75	0.75	NUM
easat-6023	201	25	acad	acad	NOUN
easat-6023	201	26	perf	perf	NOUN
easat-6023	201	27	0.014178	0.014178	NUM
easat-6023	201	28	0.106271	0.106271	NUM
easat-6023	201	29	0.13	0.13	NUM
easat-6023	201	30	0.89	0.89	NUM
easat-6023	201	31	1.01	1.01	NUM
easat-6023	201	32	0.82	0.82	NUM
easat-6023	201	33	1.25	1.25	NUM
easat-6023	201	34	vocational	vocational	ADJ
easat-6023	201	35	lim	lim	NOUN
easat-6023	201	36	0.119185	0.119185	NUM
easat-6023	201	37	0.112007	0.112007	NUM
easat-6023	201	38	1.06	1.06	NUM
easat-6023	201	39	0.29	0.29	NUM
easat-6023	201	40	1.13	1.13	NUM
easat-6023	201	41	0.90	0.90	NUM
easat-6023	201	42	1.40	1.40	NUM
easat-6023	201	43	self	self	NOUN
easat-6023	201	44	-	-	PUNCT
easat-6023	201	45	emplo	emplo	NOUN
easat-6023	201	46	0.541817	0.541817	NUM
easat-6023	201	47	0.105530	0.105530	NUM
easat-6023	201	48	5.13	5.13	NUM
easat-6023	201	49	0.00	0.00	NUM
easat-6023	201	50	1.72	1.72	NUM
easat-6023	201	51	1.40	1.40	NUM
easat-6023	201	52	2.11	2.11	NUM
easat-6023	201	53	self	self	NOUN
easat-6023	201	54	-	-	PUNCT
easat-6023	201	55	motiv	motiv	NOUN
easat-6023	201	56	0.143286	0.143286	NUM
easat-6023	201	57	0.125361	0.125361	NUM
easat-6023	201	58	1.14	1.14	NUM
easat-6023	201	59	0.25	0.25	NUM
easat-6023	201	60	1.15	1.15	NUM
easat-6023	201	61	0.90	0.90	NUM
easat-6023	201	62	1.48	1.48	NUM
easat-6023	201	63	lucrative	lucrative	ADJ
easat-6023	201	64	-0.514785	-0.514785	X
easat-6023	201	65	0.102126	0.102126	NUM
easat-6023	201	66	-5.04	-5.04	NUM
easat-6023	201	67	0.00	0.00	NUM
easat-6023	201	68	0.60	0.60	NUM
easat-6023	201	69	0.49	0.49	NUM
easat-6023	201	70	0.73	0.73	NUM
easat-6023	201	71	table	table	NOUN
easat-6023	201	72	8	8	NUM
easat-6023	201	73	presents	present	VERB
easat-6023	201	74	the	the	DET
easat-6023	201	75	results	result	NOUN
easat-6023	201	76	of	of	ADP
easat-6023	201	77	a	a	DET
easat-6023	201	78	logistic	logistic	ADJ
easat-6023	201	79	regression	regression	NOUN
easat-6023	201	80	model	model	NOUN
easat-6023	201	81	predicting	predict	VERB
easat-6023	201	82	the	the	DET
easat-6023	201	83	choice	choice	NOUN
easat-6023	201	84	between	between	ADP
easat-6023	201	85	carpentry	carpentry	NOUN
easat-6023	201	86	and	and	CCONJ
easat-6023	201	87	commercial	commercial	ADJ
easat-6023	201	88	driving	driving	NOUN
easat-6023	201	89	as	as	ADP
easat-6023	201	90	career	career	NOUN
easat-6023	201	91	paths	path	NOUN
easat-6023	201	92	.	.	PUNCT
easat-6023	202	1	like	like	ADP
easat-6023	202	2	previous	previous	ADJ
easat-6023	202	3	models	model	NOUN
easat-6023	202	4	,	,	PUNCT
easat-6023	202	5	seven	seven	NUM
easat-6023	202	6	of	of	ADP
easat-6023	202	7	the	the	DET
easat-6023	202	8	ten	ten	NUM
easat-6023	202	9	variables	variable	NOUN
easat-6023	202	10	significantly	significantly	ADV
easat-6023	202	11	influenced	influence	VERB
easat-6023	202	12	this	this	DET
easat-6023	202	13	decision	decision	NOUN
easat-6023	202	14	.	.	PUNCT
easat-6023	203	1	educational	educational	ADJ
easat-6023	203	2	level	level	NOUN
easat-6023	203	3	,	,	PUNCT
easat-6023	203	4	financial	financial	ADJ
easat-6023	203	5	difficulties	difficulty	NOUN
easat-6023	203	6	,	,	PUNCT
easat-6023	203	7	peer	peer	NOUN
easat-6023	203	8	influence	influence	NOUN
easat-6023	203	9	,	,	PUNCT
easat-6023	203	10	and	and	CCONJ
easat-6023	203	11	a	a	DET
easat-6023	203	12	preference	preference	NOUN
easat-6023	203	13	for	for	ADP
easat-6023	203	14	selfemployment	selfemployment	NOUN
easat-6023	203	15	were	be	AUX
easat-6023	203	16	positively	positively	ADV
easat-6023	203	17	associated	associate	VERB
easat-6023	203	18	with	with	ADP
easat-6023	203	19	the	the	DET
easat-6023	203	20	choice	choice	NOUN
easat-6023	203	21	of	of	ADP
easat-6023	203	22	carpentry	carpentry	NOUN
easat-6023	203	23	,	,	PUNCT
easat-6023	203	24	increasing	increase	VERB
easat-6023	203	25	the	the	DET
easat-6023	203	26	odds	odd	NOUN
easat-6023	203	27	by	by	ADP
easat-6023	203	28	factors	factor	NOUN
easat-6023	203	29	of	of	ADP
easat-6023	203	30	1.71	1.71	NUM
easat-6023	203	31	,	,	PUNCT
easat-6023	203	32	1.35	1.35	NUM
easat-6023	203	33	,	,	PUNCT
easat-6023	203	34	1.30	1.30	NUM
easat-6023	203	35	,	,	PUNCT
easat-6023	203	36	and	and	CCONJ
easat-6023	203	37	1.72	1.72	NUM
easat-6023	203	38	,	,	PUNCT
easat-6023	203	39	respectively	respectively	ADV
easat-6023	203	40	.	.	PUNCT
easat-6023	204	1	conversely	conversely	ADV
easat-6023	204	2	,	,	PUNCT
easat-6023	204	3	parental	parental	ADJ
easat-6023	204	4	and	and	CCONJ
easat-6023	204	5	teacher	teacher	NOUN
easat-6023	204	6	influence	influence	NOUN
easat-6023	204	7	,	,	PUNCT
easat-6023	204	8	as	as	ADV
easat-6023	204	9	well	well	ADV
easat-6023	204	10	as	as	ADP
easat-6023	204	11	the	the	DET
easat-6023	204	12	perceived	perceive	VERB
easat-6023	204	13	profitability	profitability	NOUN
easat-6023	204	14	of	of	ADP
easat-6023	204	15	carpentry	carpentry	NOUN
easat-6023	204	16	,	,	PUNCT
easat-6023	204	17	negatively	negatively	ADV
easat-6023	204	18	impacted	impact	VERB
easat-6023	204	19	the	the	DET
easat-6023	204	20	likelihood	likelihood	NOUN
easat-6023	204	21	of	of	ADP
easat-6023	204	22	choosing	choose	VERB
easat-6023	204	23	this	this	DET
easat-6023	204	24	trade	trade	NOUN
easat-6023	204	25	.	.	PUNCT
easat-6023	205	1	while	while	SCONJ
easat-6023	205	2	academic	academic	ADJ
easat-6023	205	3	performance	performance	NOUN
easat-6023	205	4	,	,	PUNCT
easat-6023	205	5	limited	limited	ADJ
easat-6023	205	6	apprenticeship	apprenticeship	NOUN
easat-6023	205	7	opportunities	opportunity	NOUN
easat-6023	205	8	,	,	PUNCT
easat-6023	205	9	and	and	CCONJ
easat-6023	205	10	self	self	NOUN
easat-6023	205	11	-	-	PUNCT
easat-6023	205	12	motivation	motivation	NOUN
easat-6023	205	13	did	do	AUX
easat-6023	205	14	not	not	PART
easat-6023	205	15	reach	reach	VERB
easat-6023	205	16	statistical	statistical	ADJ
easat-6023	205	17	significance	significance	NOUN
easat-6023	205	18	in	in	ADP
easat-6023	205	19	this	this	DET
easat-6023	205	20	model	model	NOUN
easat-6023	205	21	,	,	PUNCT
easat-6023	205	22	their	their	PRON
easat-6023	205	23	potential	potential	ADJ
easat-6023	205	24	influence	influence	NOUN
easat-6023	205	25	on	on	ADP
easat-6023	205	26	carpentry	carpentry	NOUN
easat-6023	205	27	selection	selection	NOUN
easat-6023	205	28	can	can	AUX
easat-6023	205	29	not	not	PART
easat-6023	205	30	be	be	AUX
easat-6023	205	31	entirely	entirely	ADV
easat-6023	205	32	dismissed	dismiss	VERB
easat-6023	205	33	.	.	PUNCT
easat-6023	206	1	511	511	NUM
easat-6023	206	2	edelweiss	edelweiss	PROPN
easat-6023	206	3	applied	apply	VERB
easat-6023	206	4	science	science	NOUN
easat-6023	206	5	and	and	CCONJ
easat-6023	206	6	technology	technology	NOUN
easat-6023	206	7	issn	issn	PROPN
easat-6023	206	8	:	:	PUNCT
easat-6023	206	9	2576	2576	NUM
easat-6023	206	10	-	-	SYM
easat-6023	206	11	8484	8484	NUM
easat-6023	206	12	vol	vol	NOUN
easat-6023	206	13	.	.	PROPN
easat-6023	207	1	9	9	NUM
easat-6023	207	2	,	,	PUNCT
easat-6023	207	3	no	no	INTJ
easat-6023	207	4	.	.	NOUN
easat-6023	207	5	4	4	NUM
easat-6023	207	6	:	:	PUNCT
easat-6023	207	7	503	503	NUM
easat-6023	207	8	-	-	NUM
easat-6023	207	9	517	517	NUM
easat-6023	207	10	,	,	PUNCT
easat-6023	207	11	2025	2025	NUM
easat-6023	207	12	doi	doi	NOUN
easat-6023	207	13	:	:	PUNCT
easat-6023	207	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	207	15	©	©	PROPN
easat-6023	207	16	2025	2025	NUM
easat-6023	207	17	by	by	ADP
easat-6023	207	18	the	the	DET
easat-6023	207	19	authors	author	NOUN
easat-6023	207	20	;	;	PUNCT
easat-6023	208	1	licensee	licensee	PROPN
easat-6023	208	2	learning	learn	VERB
easat-6023	208	3	gate	gate	NOUN
easat-6023	208	4	table	table	NOUN
easat-6023	208	5	9	9	NUM
easat-6023	208	6	.	.	PUNCT
easat-6023	208	7	predictive	predictive	ADJ
easat-6023	208	8	logit	logit	PROPN
easat-6023	208	9	model	model	NOUN
easat-6023	208	10	for	for	ADP
easat-6023	208	11	sewing	sew	VERB
easat-6023	208	12	vocation	vocation	NOUN
easat-6023	208	13	.	.	PUNCT
easat-6023	209	1	predictor	predictor	PROPN
easat-6023	209	2	coef	coef	PROPN
easat-6023	209	3	.	.	PUNCT
easat-6023	209	4	se	se	PROPN
easat-6023	209	5	coef	coef	PROPN
easat-6023	209	6	.	.	PUNCT
easat-6023	210	1	z	z	X
easat-6023	210	2	p	p	NOUN
easat-6023	210	3	odds	odd	NOUN
easat-6023	210	4	95	95	NUM
easat-6023	210	5	%	%	NOUN
easat-6023	210	6	ci	ci	NOUN
easat-6023	210	7	ratio	ratio	NOUN
easat-6023	210	8	lower	low	ADJ
easat-6023	210	9	upper	upper	ADJ
easat-6023	210	10	constant	constant	ADJ
easat-6023	210	11	5.198150	5.198150	NUM
easat-6023	210	12	0.686651	0.686651	NUM
easat-6023	210	13	7.57	7.57	NUM
easat-6023	210	14	0.00	0.00	NUM
easat-6023	210	15	edu	edu	PROPN
easat-6023	210	16	.	.	PUNCT
easat-6023	211	1	level	level	NOUN
easat-6023	211	2	0.136894	0.136894	NUM
easat-6023	211	3	0.108403	0.108403	NUM
easat-6023	211	4	1.26	1.26	NUM
easat-6023	211	5	0.21	0.21	NUM
easat-6023	211	6	1.15	1.15	NUM
easat-6023	211	7	0.93	0.93	NUM
easat-6023	211	8	1.42	1.42	NUM
easat-6023	211	9	fin	fin	NOUN
easat-6023	211	10	.	.	PUNCT
easat-6023	212	1	probl	probl	NOUN
easat-6023	212	2	0.202114	0.202114	NUM
easat-6023	213	1	0.101075	0.101075	NUM
easat-6023	213	2	2.00	2.00	NUM
easat-6023	213	3	0.04	0.04	NUM
easat-6023	213	4	1.22	1.22	NUM
easat-6023	213	5	1.00	1.00	NUM
easat-6023	213	6	1.49	1.49	NUM
easat-6023	213	7	paren	paren	NOUN
easat-6023	213	8	influ	influ	ADJ
easat-6023	213	9	-0.787773	-0.787773	PROPN
easat-6023	214	1	0.112358	0.112358	NUM
easat-6023	214	2	-7.01	-7.01	NUM
easat-6023	214	3	0.00	0.00	NUM
easat-6023	214	4	0.45	0.45	NUM
easat-6023	214	5	0.36	0.36	NUM
easat-6023	214	6	0.57	0.57	NUM
easat-6023	214	7	peer	peer	NOUN
easat-6023	214	8	influ	influ	ADJ
easat-6023	214	9	0.106495	0.106495	NUM
easat-6023	214	10	0.116973	0.116973	NUM
easat-6023	214	11	0.91	0.91	NUM
easat-6023	214	12	0.36	0.36	NUM
easat-6023	214	13	1.11	1.11	NUM
easat-6023	214	14	0.88	0.88	NUM
easat-6023	214	15	1.40	1.40	NUM
easat-6023	214	16	teach	teach	VERB
easat-6023	214	17	influ	influ	ADJ
easat-6023	214	18	-0.662465	-0.662465	PROPN
easat-6023	214	19	0.143764	0.143764	NUM
easat-6023	214	20	-4.61	-4.61	NOUN
easat-6023	214	21	0.00	0.00	NUM
easat-6023	214	22	0.52	0.52	NUM
easat-6023	214	23	0.39	0.39	NUM
easat-6023	214	24	0.68	0.68	NUM
easat-6023	214	25	acad	acad	NOUN
easat-6023	214	26	perf	perf	NOUN
easat-6023	214	27	-0.328890	-0.328890	NOUN
easat-6023	215	1	0.112942	0.112942	NUM
easat-6023	215	2	-2.91	-2.91	NUM
easat-6023	215	3	0.00	0.00	NUM
easat-6023	215	4	0.72	0.72	NUM
easat-6023	215	5	0.58	0.58	NUM
easat-6023	215	6	0.90	0.90	NUM
easat-6023	215	7	vocational	vocational	ADJ
easat-6023	215	8	lim	lim	PROPN
easat-6023	215	9	-0.258932	-0.258932	PROPN
easat-6023	216	1	0.114986	0.114986	NUM
easat-6023	216	2	-2.25	-2.25	NOUN
easat-6023	216	3	0.02	0.02	NUM
easat-6023	216	4	0.77	0.77	NUM
easat-6023	216	5	0.62	0.62	NUM
easat-6023	216	6	0.97	0.97	NUM
easat-6023	216	7	self	self	NOUN
easat-6023	216	8	-	-	PUNCT
easat-6023	216	9	emplo	emplo	NOUN
easat-6023	216	10	0.051103	0.051103	NUM
easat-6023	216	11	0.144774	0.144774	NUM
easat-6023	216	12	0.35	0.35	NUM
easat-6023	216	13	0.72	0.72	NUM
easat-6023	216	14	1.05	1.05	NUM
easat-6023	216	15	0.79	0.79	NUM
easat-6023	216	16	1.40	1.40	NUM
easat-6023	216	17	self	self	NOUN
easat-6023	216	18	-	-	PUNCT
easat-6023	216	19	motiv	motiv	NOUN
easat-6023	216	20	-0.501718	-0.501718	NOUN
easat-6023	216	21	0.208149	0.208149	NUM
easat-6023	216	22	-2.41	-2.41	NUM
easat-6023	216	23	0.02	0.02	NUM
easat-6023	216	24	0.61	0.61	NUM
easat-6023	216	25	0.40	0.40	NUM
easat-6023	216	26	0.91	0.91	NUM
easat-6023	216	27	lucrative	lucrative	ADJ
easat-6023	216	28	-0.178455	-0.178455	NOUN
easat-6023	216	29	0.114822	0.114822	NUM
easat-6023	216	30	-1.55	-1.55	NUM
easat-6023	216	31	0.12	0.12	NUM
easat-6023	216	32	0.84	0.84	NUM
easat-6023	216	33	0.67	0.67	NUM
easat-6023	216	34	1.05	1.05	NUM
easat-6023	216	35	table	table	NOUN
easat-6023	216	36	9	9	NUM
easat-6023	216	37	predicts	predict	VERB
easat-6023	216	38	the	the	DET
easat-6023	216	39	likelihood	likelihood	NOUN
easat-6023	216	40	of	of	ADP
easat-6023	216	41	individuals	individual	NOUN
easat-6023	216	42	choosing	choose	VERB
easat-6023	216	43	sewing	sew	VERB
easat-6023	216	44	as	as	ADP
easat-6023	216	45	a	a	DET
easat-6023	216	46	career	career	NOUN
easat-6023	216	47	path	path	NOUN
easat-6023	216	48	compared	compare	VERB
easat-6023	216	49	to	to	ADP
easat-6023	216	50	commercial	commercial	ADJ
easat-6023	216	51	driving	driving	NOUN
easat-6023	216	52	.	.	PUNCT
easat-6023	217	1	it	it	PRON
easat-6023	217	2	reveals	reveal	VERB
easat-6023	217	3	that	that	SCONJ
easat-6023	217	4	financial	financial	ADJ
easat-6023	217	5	constraints	constraint	NOUN
easat-6023	217	6	significantly	significantly	ADV
easat-6023	217	7	influenced	influence	VERB
easat-6023	217	8	individuals	individual	NOUN
easat-6023	217	9	'	'	PART
easat-6023	217	10	decision	decision	NOUN
easat-6023	217	11	to	to	PART
easat-6023	217	12	pursue	pursue	VERB
easat-6023	217	13	sewing	sew	VERB
easat-6023	217	14	over	over	ADP
easat-6023	217	15	commercial	commercial	ADJ
easat-6023	217	16	driving	driving	NOUN
easat-6023	217	17	.	.	PUNCT
easat-6023	218	1	while	while	SCONJ
easat-6023	218	2	education	education	NOUN
easat-6023	218	3	,	,	PUNCT
easat-6023	218	4	peer	peer	NOUN
easat-6023	218	5	relationships	relationship	NOUN
easat-6023	218	6	,	,	PUNCT
easat-6023	218	7	and	and	CCONJ
easat-6023	218	8	self	self	NOUN
easat-6023	218	9	-	-	PUNCT
easat-6023	218	10	employment	employment	NOUN
easat-6023	218	11	aspirations	aspiration	NOUN
easat-6023	218	12	showed	show	VERB
easat-6023	218	13	a	a	DET
easat-6023	218	14	slight	slight	ADJ
easat-6023	218	15	positive	positive	ADJ
easat-6023	218	16	correlation	correlation	NOUN
easat-6023	218	17	with	with	ADP
easat-6023	218	18	sewing	sewing	NOUN
easat-6023	218	19	,	,	PUNCT
easat-6023	218	20	they	they	PRON
easat-6023	218	21	did	do	AUX
easat-6023	218	22	not	not	PART
easat-6023	218	23	significantly	significantly	ADV
easat-6023	218	24	predict	predict	VERB
easat-6023	218	25	this	this	DET
easat-6023	218	26	career	career	NOUN
easat-6023	218	27	choice	choice	NOUN
easat-6023	218	28	.	.	PUNCT
easat-6023	219	1	conversely	conversely	ADV
easat-6023	219	2	,	,	PUNCT
easat-6023	219	3	parental	parental	ADJ
easat-6023	219	4	and	and	CCONJ
easat-6023	219	5	teacher	teacher	NOUN
easat-6023	219	6	support	support	NOUN
easat-6023	219	7	,	,	PUNCT
easat-6023	219	8	academic	academic	ADJ
easat-6023	219	9	performance	performance	NOUN
easat-6023	219	10	,	,	PUNCT
easat-6023	219	11	limited	limited	ADJ
easat-6023	219	12	job	job	NOUN
easat-6023	219	13	options	option	NOUN
easat-6023	219	14	,	,	PUNCT
easat-6023	219	15	and	and	CCONJ
easat-6023	219	16	personal	personal	ADJ
easat-6023	219	17	motivation	motivation	NOUN
easat-6023	219	18	negatively	negatively	ADV
easat-6023	219	19	impacted	impact	VERB
easat-6023	219	20	the	the	DET
easat-6023	219	21	likelihood	likelihood	NOUN
easat-6023	219	22	of	of	ADP
easat-6023	219	23	selecting	select	VERB
easat-6023	219	24	sewing	sewing	NOUN
easat-6023	219	25	as	as	ADP
easat-6023	219	26	a	a	DET
easat-6023	219	27	career	career	NOUN
easat-6023	219	28	path	path	NOUN
easat-6023	219	29	.	.	PUNCT
easat-6023	220	1	table	table	NOUN
easat-6023	220	2	10	10	NUM
easat-6023	220	3	.	.	PUNCT
easat-6023	221	1	predictive	predictive	ADJ
easat-6023	221	2	logit	logit	PROPN
easat-6023	221	3	model	model	NOUN
easat-6023	221	4	for	for	ADP
easat-6023	221	5	hairdressing	hairdressing	NOUN
easat-6023	221	6	.	.	PUNCT
easat-6023	222	1	predictor	predictor	PROPN
easat-6023	222	2	coef	coef	PROPN
easat-6023	222	3	.	.	PUNCT
easat-6023	222	4	se	se	PROPN
easat-6023	222	5	coef	coef	PROPN
easat-6023	222	6	.	.	PUNCT
easat-6023	223	1	z	z	X
easat-6023	223	2	p	p	NOUN
easat-6023	223	3	odds	odd	NOUN
easat-6023	223	4	95	95	NUM
easat-6023	223	5	%	%	NOUN
easat-6023	223	6	ci	ci	NOUN
easat-6023	223	7	ratio	ratio	NOUN
easat-6023	223	8	lower	low	ADJ
easat-6023	223	9	upper	upper	ADJ
easat-6023	223	10	constant	constant	ADJ
easat-6023	223	11	2.41051	2.41051	NUM
easat-6023	223	12	0.598606	0.598606	NUM
easat-6023	223	13	4.03	4.03	NUM
easat-6023	223	14	0.00	0.00	NUM
easat-6023	223	15	edu	edu	PROPN
easat-6023	223	16	.	.	PUNCT
easat-6023	224	1	level	level	VERB
easat-6023	224	2	0.157245	0.157245	NUM
easat-6023	224	3	0.092204	0.092204	NUM
easat-6023	224	4	1.71	1.71	NUM
easat-6023	224	5	0.09	0.09	NUM
easat-6023	224	6	1.17	1.17	NUM
easat-6023	224	7	0.98	0.98	NUM
easat-6023	224	8	1.40	1.40	NUM
easat-6023	224	9	fin	fin	NOUN
easat-6023	224	10	.	.	PUNCT
easat-6023	225	1	probl	probl	NOUN
easat-6023	225	2	0.263845	0.263845	NUM
easat-6023	225	3	0.085303	0.085303	NUM
easat-6023	225	4	3.09	3.09	NUM
easat-6023	225	5	0.00	0.00	NUM
easat-6023	225	6	1.30	1.30	NUM
easat-6023	225	7	1.10	1.10	NUM
easat-6023	225	8	1.54	1.54	NUM
easat-6023	225	9	paren	paren	NOUN
easat-6023	225	10	influ	influ	ADJ
easat-6023	225	11	-0.519488	-0.519488	PROPN
easat-6023	225	12	0.087265	0.087265	NUM
easat-6023	225	13	-5.95	-5.95	NUM
easat-6023	225	14	0.00	0.00	NUM
easat-6023	225	15	0.59	0.59	NUM
easat-6023	225	16	0.50	0.50	NUM
easat-6023	225	17	0.71	0.71	NUM
easat-6023	225	18	peer	peer	NOUN
easat-6023	225	19	influ	influ	ADJ
easat-6023	225	20	0.076770	0.076770	NUM
easat-6023	225	21	0.101768	0.101768	NUM
easat-6023	225	22	0.75	0.75	NUM
easat-6023	225	23	0.45	0.45	NUM
easat-6023	225	24	1.08	1.08	NUM
easat-6023	225	25	0.88	0.88	NUM
easat-6023	225	26	1.32	1.32	NUM
easat-6023	225	27	teach	teach	VERB
easat-6023	225	28	influ	influ	ADJ
easat-6023	225	29	-0.440567	-0.440567	VERB
easat-6023	225	30	0.132419	0.132419	NUM
easat-6023	225	31	-3.33	-3.33	NUM
easat-6023	225	32	0.00	0.00	NUM
easat-6023	225	33	0.64	0.64	NUM
easat-6023	225	34	0.50	0.50	NUM
easat-6023	225	35	0.83	0.83	NUM
easat-6023	225	36	acad	acad	NOUN
easat-6023	225	37	perf	perf	NOUN
easat-6023	225	38	-0.189414	-0.189414	NOUN
easat-6023	226	1	0.099353	0.099353	NUM
easat-6023	226	2	-1.91	-1.91	NUM
easat-6023	226	3	0.06	0.06	NUM
easat-6023	226	4	0.83	0.83	NUM
easat-6023	226	5	0.68	0.68	NUM
easat-6023	226	6	1.01	1.01	NUM
easat-6023	226	7	vocational	vocational	ADJ
easat-6023	226	8	lim	lim	NOUN
easat-6023	226	9	0.005930	0.005930	NUM
easat-6023	226	10	0.103430	0.103430	NUM
easat-6023	226	11	0.06	0.06	NUM
easat-6023	226	12	0.95	0.95	NUM
easat-6023	226	13	1.01	1.01	NUM
easat-6023	226	14	0.82	0.82	NUM
easat-6023	226	15	1.23	1.23	NUM
easat-6023	226	16	self	self	NOUN
easat-6023	226	17	-	-	PUNCT
easat-6023	226	18	emplo	emplo	NOUN
easat-6023	226	19	0.019978	0.019978	NUM
easat-6023	226	20	0.116177	0.116177	NUM
easat-6023	226	21	0.17	0.17	NUM
easat-6023	226	22	0.86	0.86	NUM
easat-6023	226	23	1.02	1.02	NUM
easat-6023	226	24	0.81	0.81	NUM
easat-6023	226	25	1.28	1.28	NUM
easat-6023	226	26	self	self	NOUN
easat-6023	226	27	-	-	PUNCT
easat-6023	226	28	motiv	motiv	X
easat-6023	226	29	0.324905	0.324905	VERB
easat-6023	226	30	0.121602	0.121602	NUM
easat-6023	226	31	2.67	2.67	NUM
easat-6023	226	32	0.01	0.01	NUM
easat-6023	226	33	1.38	1.38	NUM
easat-6023	226	34	1.09	1.09	NUM
easat-6023	226	35	1.76	1.76	NUM
easat-6023	226	36	lucrative	lucrative	ADJ
easat-6023	226	37	-0.267745	-0.267745	NOUN
easat-6023	226	38	0.094107	0.094107	NUM
easat-6023	226	39	-2.85	-2.85	NUM
easat-6023	226	40	0.00	0.00	NUM
easat-6023	226	41	0.77	0.77	NUM
easat-6023	226	42	0.64	0.64	NUM
easat-6023	226	43	0.92	0.92	NUM
easat-6023	226	44	table	table	NOUN
easat-6023	226	45	10	10	NUM
easat-6023	226	46	compares	compare	VERB
easat-6023	226	47	the	the	DET
easat-6023	226	48	choice	choice	NOUN
easat-6023	226	49	of	of	ADP
easat-6023	226	50	hairdressing	hairdressing	NOUN
easat-6023	226	51	and	and	CCONJ
easat-6023	226	52	commercial	commercial	ADJ
easat-6023	226	53	driving	driving	NOUN
easat-6023	226	54	.	.	PUNCT
easat-6023	227	1	it	it	PRON
easat-6023	227	2	indicates	indicate	VERB
easat-6023	227	3	that	that	SCONJ
easat-6023	227	4	financial	financial	ADJ
easat-6023	227	5	constraints	constraint	NOUN
easat-6023	227	6	and	and	CCONJ
easat-6023	227	7	personal	personal	ADJ
easat-6023	227	8	motivation	motivation	NOUN
easat-6023	227	9	significantly	significantly	ADV
easat-6023	227	10	influenced	influence	VERB
easat-6023	227	11	individuals	individual	NOUN
easat-6023	227	12	'	'	PART
easat-6023	227	13	decision	decision	NOUN
easat-6023	227	14	to	to	PART
easat-6023	227	15	pursue	pursue	VERB
easat-6023	227	16	hairdressing	hairdressing	NOUN
easat-6023	227	17	.	.	PUNCT
easat-6023	228	1	while	while	SCONJ
easat-6023	228	2	educational	educational	ADJ
easat-6023	228	3	attainment	attainment	NOUN
easat-6023	228	4	,	,	PUNCT
easat-6023	228	5	peer	peer	NOUN
easat-6023	228	6	influence	influence	NOUN
easat-6023	228	7	,	,	PUNCT
easat-6023	228	8	limited	limited	ADJ
easat-6023	228	9	apprenticeship	apprenticeship	NOUN
easat-6023	228	10	opportunities	opportunity	NOUN
easat-6023	228	11	,	,	PUNCT
easat-6023	228	12	and	and	CCONJ
easat-6023	228	13	self	self	NOUN
easat-6023	228	14	-	-	PUNCT
easat-6023	228	15	employment	employment	NOUN
easat-6023	228	16	aspirations	aspiration	NOUN
easat-6023	228	17	showed	show	VERB
easat-6023	228	18	a	a	DET
easat-6023	228	19	positive	positive	ADJ
easat-6023	228	20	correlation	correlation	NOUN
easat-6023	228	21	with	with	ADP
easat-6023	228	22	hairdressing	hairdressing	NOUN
easat-6023	228	23	selection	selection	NOUN
easat-6023	228	24	,	,	PUNCT
easat-6023	228	25	these	these	DET
easat-6023	228	26	factors	factor	NOUN
easat-6023	228	27	were	be	AUX
easat-6023	228	28	not	not	PART
easat-6023	228	29	statistically	statistically	ADV
easat-6023	228	30	significant	significant	ADJ
easat-6023	228	31	.	.	PUNCT
easat-6023	229	1	conversely	conversely	ADV
easat-6023	229	2	,	,	PUNCT
easat-6023	229	3	parental	parental	ADJ
easat-6023	229	4	and	and	CCONJ
easat-6023	229	5	teacher	teacher	NOUN
easat-6023	229	6	support	support	NOUN
easat-6023	229	7	,	,	PUNCT
easat-6023	229	8	as	as	ADV
easat-6023	229	9	well	well	ADV
easat-6023	229	10	as	as	ADP
easat-6023	229	11	the	the	DET
easat-6023	229	12	perceived	perceive	VERB
easat-6023	229	13	profitability	profitability	NOUN
easat-6023	229	14	of	of	ADP
easat-6023	229	15	the	the	DET
easat-6023	229	16	trade	trade	NOUN
easat-6023	229	17	,	,	PUNCT
easat-6023	229	18	negatively	negatively	ADV
easat-6023	229	19	impacted	impact	VERB
easat-6023	229	20	the	the	DET
easat-6023	229	21	likelihood	likelihood	NOUN
easat-6023	229	22	of	of	ADP
easat-6023	229	23	choosing	choose	VERB
easat-6023	229	24	hairdressing	hairdressing	NOUN
easat-6023	229	25	relative	relative	ADJ
easat-6023	229	26	to	to	ADP
easat-6023	229	27	commercial	commercial	ADJ
easat-6023	229	28	driving	driving	NOUN
easat-6023	229	29	.	.	PUNCT
easat-6023	230	1	4	4	X
easat-6023	230	2	.	.	X
easat-6023	230	3	discussion	discussion	NOUN
easat-6023	230	4	this	this	DET
easat-6023	230	5	study	study	NOUN
easat-6023	230	6	investigated	investigate	VERB
easat-6023	230	7	the	the	DET
easat-6023	230	8	factors	factor	NOUN
easat-6023	230	9	influencing	influence	VERB
easat-6023	230	10	young	young	ADJ
easat-6023	230	11	ghanaians	ghanaian	NOUN
easat-6023	230	12	'	'	PART
easat-6023	230	13	choice	choice	NOUN
easat-6023	230	14	of	of	ADP
easat-6023	230	15	informal	informal	ADJ
easat-6023	230	16	apprenticeships	apprenticeship	NOUN
easat-6023	230	17	as	as	ADP
easat-6023	230	18	a	a	DET
easat-6023	230	19	pathway	pathway	NOUN
easat-6023	230	20	to	to	ADP
easat-6023	230	21	entrepreneurial	entrepreneurial	ADJ
easat-6023	230	22	success	success	NOUN
easat-6023	230	23	.	.	PUNCT
easat-6023	231	1	the	the	DET
easat-6023	231	2	findings	finding	NOUN
easat-6023	231	3	revealed	reveal	VERB
easat-6023	231	4	an	an	DET
easat-6023	231	5	interesting	interesting	ADJ
easat-6023	231	6	link	link	NOUN
easat-6023	231	7	between	between	ADP
easat-6023	231	8	individual	individual	ADJ
easat-6023	231	9	characteristics	characteristic	NOUN
easat-6023	231	10	and	and	CCONJ
easat-6023	231	11	career	career	NOUN
easat-6023	231	12	aspirations	aspiration	NOUN
easat-6023	231	13	.	.	PUNCT
easat-6023	232	1	interestingly	interestingly	ADV
easat-6023	232	2	,	,	PUNCT
easat-6023	232	3	educational	educational	ADJ
easat-6023	232	4	level	level	NOUN
easat-6023	232	5	positively	positively	ADV
easat-6023	232	6	correlated	correlate	VERB
easat-6023	232	7	with	with	ADP
easat-6023	232	8	the	the	DET
easat-6023	232	9	choice	choice	NOUN
easat-6023	232	10	of	of	ADP
easat-6023	232	11	traditionally	traditionally	ADV
easat-6023	232	12	male	male	NOUN
easat-6023	232	13	-	-	PUNCT
easat-6023	232	14	dominated	dominate	VERB
easat-6023	232	15	apprenticeships	apprenticeship	NOUN
easat-6023	232	16	like	like	ADP
easat-6023	232	17	auto	auto	NOUN
easat-6023	232	18	-	-	PUNCT
easat-6023	232	19	electrical	electrical	ADJ
easat-6023	232	20	and	and	CCONJ
easat-6023	232	21	mechanical	mechanical	ADJ
easat-6023	232	22	engineering	engineering	NOUN
easat-6023	232	23	,	,	PUNCT
easat-6023	232	24	masonry	masonry	NOUN
easat-6023	232	25	,	,	PUNCT
easat-6023	232	26	and	and	CCONJ
easat-6023	232	27	carpentry	carpentry	NOUN
easat-6023	232	28	.	.	PUNCT
easat-6023	233	1	this	this	PRON
easat-6023	233	2	suggests	suggest	VERB
easat-6023	233	3	that	that	SCONJ
easat-6023	233	4	individuals	individual	NOUN
easat-6023	233	5	with	with	ADP
easat-6023	233	6	higher	high	ADJ
easat-6023	233	7	education	education	NOUN
easat-6023	233	8	might	might	AUX
easat-6023	233	9	see	see	VERB
easat-6023	233	10	greater	great	ADJ
easat-6023	233	11	entrepreneurial	entrepreneurial	ADJ
easat-6023	233	12	potential	potential	NOUN
easat-6023	233	13	in	in	ADP
easat-6023	233	14	these	these	DET
easat-6023	233	15	skilled	skilled	ADJ
easat-6023	233	16	trades	trade	NOUN
easat-6023	233	17	.	.	PUNCT
easat-6023	234	1	however	however	ADV
easat-6023	234	2	,	,	PUNCT
easat-6023	234	3	for	for	ADP
easat-6023	234	4	catering	catering	NOUN
easat-6023	234	5	,	,	PUNCT
easat-6023	234	6	sewing	sewing	NOUN
easat-6023	234	7	,	,	PUNCT
easat-6023	234	8	and	and	CCONJ
easat-6023	234	9	hairdressing	hairdressing	NOUN
easat-6023	234	10	sectors	sector	NOUN
easat-6023	234	11	often	often	ADV
easat-6023	234	12	associated	associate	VERB
easat-6023	234	13	with	with	ADP
easat-6023	234	14	female	female	ADJ
easat-6023	234	15	512	512	NUM
easat-6023	234	16	edelweiss	edelweiss	PROPN
easat-6023	234	17	applied	apply	VERB
easat-6023	234	18	science	science	NOUN
easat-6023	234	19	and	and	CCONJ
easat-6023	234	20	technology	technology	NOUN
easat-6023	234	21	issn	issn	PROPN
easat-6023	234	22	:	:	PUNCT
easat-6023	234	23	2576	2576	NUM
easat-6023	234	24	-	-	SYM
easat-6023	234	25	8484	8484	NUM
easat-6023	234	26	vol	vol	NOUN
easat-6023	234	27	.	.	PROPN
easat-6023	234	28	9	9	NUM
easat-6023	234	29	,	,	PUNCT
easat-6023	234	30	no	no	INTJ
easat-6023	234	31	.	.	NOUN
easat-6023	234	32	4	4	NUM
easat-6023	234	33	:	:	PUNCT
easat-6023	234	34	503	503	NUM
easat-6023	234	35	-	-	NUM
easat-6023	234	36	517	517	NUM
easat-6023	234	37	,	,	PUNCT
easat-6023	234	38	2025	2025	NUM
easat-6023	234	39	doi	doi	NOUN
easat-6023	234	40	:	:	PUNCT
easat-6023	234	41	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	234	42	©	©	PROPN
easat-6023	234	43	2025	2025	NUM
easat-6023	234	44	by	by	ADP
easat-6023	234	45	the	the	DET
easat-6023	234	46	authors	author	NOUN
easat-6023	234	47	;	;	PUNCT
easat-6023	234	48	licensee	licensee	PROPN
easat-6023	234	49	learning	learn	VERB
easat-6023	234	50	gate	gate	PROPN
easat-6023	234	51	entrepreneurs	entrepreneur	NOUN
easat-6023	234	52	educational	educational	ADJ
easat-6023	234	53	background	background	NOUN
easat-6023	234	54	was	be	AUX
easat-6023	234	55	n't	not	PART
easat-6023	234	56	a	a	DET
easat-6023	234	57	significant	significant	ADJ
easat-6023	234	58	factor	factor	NOUN
easat-6023	234	59	.	.	PUNCT
easat-6023	235	1	aligned	align	VERB
easat-6023	235	2	with	with	ADP
easat-6023	235	3	previous	previous	ADJ
easat-6023	235	4	research	research	NOUN
easat-6023	235	5	[	[	X
easat-6023	235	6	21	21	NUM
easat-6023	235	7	,	,	PUNCT
easat-6023	235	8	22	22	NUM
easat-6023	235	9	]	]	PUNCT
easat-6023	235	10	.	.	PUNCT
easat-6023	236	1	academic	academic	ADJ
easat-6023	236	2	qualifications	qualification	NOUN
easat-6023	236	3	emerged	emerge	VERB
easat-6023	236	4	as	as	ADP
easat-6023	236	5	a	a	DET
easat-6023	236	6	critical	critical	ADJ
easat-6023	236	7	determinant	determinant	NOUN
easat-6023	236	8	of	of	ADP
easat-6023	236	9	career	career	NOUN
easat-6023	236	10	choices	choice	NOUN
easat-6023	236	11	.	.	PUNCT
easat-6023	237	1	financial	financial	ADJ
easat-6023	237	2	constraints	constraint	NOUN
easat-6023	237	3	were	be	AUX
easat-6023	237	4	n't	not	PART
easat-6023	237	5	a	a	DET
easat-6023	237	6	major	major	ADJ
easat-6023	237	7	determinant	determinant	ADJ
easat-6023	237	8	for	for	ADP
easat-6023	237	9	choosing	choose	VERB
easat-6023	237	10	auto	auto	NOUN
easat-6023	237	11	-	-	PUNCT
easat-6023	237	12	electrical	electrical	ADJ
easat-6023	237	13	engineering	engineering	NOUN
easat-6023	237	14	but	but	CCONJ
easat-6023	237	15	positively	positively	ADV
easat-6023	237	16	influenced	influence	VERB
easat-6023	237	17	choices	choice	NOUN
easat-6023	237	18	for	for	ADP
easat-6023	237	19	most	most	ADJ
easat-6023	237	20	other	other	ADJ
easat-6023	237	21	apprenticeships	apprenticeship	NOUN
easat-6023	237	22	.	.	PUNCT
easat-6023	238	1	these	these	DET
easat-6023	238	2	findings	finding	NOUN
easat-6023	238	3	align	align	VERB
easat-6023	238	4	with	with	ADP
easat-6023	238	5	previous	previous	ADJ
easat-6023	238	6	research	research	NOUN
easat-6023	238	7	showing	show	VERB
easat-6023	238	8	that	that	SCONJ
easat-6023	238	9	financial	financial	ADJ
easat-6023	238	10	factors	factor	NOUN
easat-6023	238	11	significantly	significantly	ADV
easat-6023	238	12	influence	influence	VERB
easat-6023	238	13	career	career	NOUN
easat-6023	238	14	decisions	decision	NOUN
easat-6023	238	15	[	[	X
easat-6023	238	16	3	3	NUM
easat-6023	238	17	-	-	SYM
easat-6023	238	18	5	5	NUM
easat-6023	238	19	]	]	PUNCT
easat-6023	238	20	.	.	PUNCT
easat-6023	239	1	this	this	PRON
easat-6023	239	2	suggests	suggest	VERB
easat-6023	239	3	that	that	SCONJ
easat-6023	239	4	financial	financial	ADJ
easat-6023	239	5	limitations	limitation	NOUN
easat-6023	239	6	might	might	AUX
easat-6023	239	7	initially	initially	ADV
easat-6023	239	8	steer	steer	VERB
easat-6023	239	9	individuals	individual	NOUN
easat-6023	239	10	towards	towards	ADP
easat-6023	239	11	most	most	ADJ
easat-6023	239	12	apprenticeships	apprenticeship	NOUN
easat-6023	239	13	,	,	PUNCT
easat-6023	239	14	but	but	CCONJ
easat-6023	239	15	the	the	DET
easat-6023	239	16	specific	specific	ADJ
easat-6023	239	17	trade	trade	NOUN
easat-6023	239	18	chosen	choose	VERB
easat-6023	239	19	could	could	AUX
easat-6023	239	20	be	be	AUX
easat-6023	239	21	influenced	influence	VERB
easat-6023	239	22	by	by	ADP
easat-6023	239	23	other	other	ADJ
easat-6023	239	24	factors	factor	NOUN
easat-6023	239	25	such	such	ADJ
easat-6023	239	26	as	as	ADP
easat-6023	239	27	entrepreneurial	entrepreneurial	ADJ
easat-6023	239	28	potential	potential	NOUN
easat-6023	239	29	.	.	PUNCT
easat-6023	240	1	surprisingly	surprisingly	ADV
easat-6023	240	2	,	,	PUNCT
easat-6023	240	3	parental	parental	ADJ
easat-6023	240	4	and	and	CCONJ
easat-6023	240	5	teacher	teacher	NOUN
easat-6023	240	6	influence	influence	NOUN
easat-6023	240	7	negatively	negatively	ADV
easat-6023	240	8	impacted	impact	VERB
easat-6023	240	9	the	the	DET
easat-6023	240	10	choice	choice	NOUN
easat-6023	240	11	of	of	ADP
easat-6023	240	12	most	most	ADJ
easat-6023	240	13	apprenticeships	apprenticeship	NOUN
easat-6023	240	14	,	,	PUNCT
easat-6023	240	15	except	except	SCONJ
easat-6023	240	16	for	for	ADP
easat-6023	240	17	commercial	commercial	ADJ
easat-6023	240	18	driving	driving	NOUN
easat-6023	240	19	.	.	PUNCT
easat-6023	241	1	that	that	PRON
easat-6023	241	2	is	be	AUX
easat-6023	241	3	,	,	PUNCT
easat-6023	241	4	parents	parent	NOUN
easat-6023	241	5	and	and	CCONJ
easat-6023	241	6	teachers	teacher	NOUN
easat-6023	241	7	mostly	mostly	ADV
easat-6023	241	8	influence	influence	VERB
easat-6023	241	9	individuals	individual	NOUN
easat-6023	241	10	to	to	PART
easat-6023	241	11	pursue	pursue	VERB
easat-6023	241	12	commercial	commercial	ADJ
easat-6023	241	13	driving	driving	NOUN
easat-6023	241	14	.	.	PUNCT
easat-6023	242	1	this	this	PRON
easat-6023	242	2	could	could	AUX
easat-6023	242	3	indicate	indicate	VERB
easat-6023	242	4	a	a	DET
easat-6023	242	5	disconnect	disconnect	NOUN
easat-6023	242	6	between	between	ADP
easat-6023	242	7	traditional	traditional	ADJ
easat-6023	242	8	career	career	NOUN
easat-6023	242	9	guidance	guidance	NOUN
easat-6023	242	10	and	and	CCONJ
easat-6023	242	11	the	the	DET
easat-6023	242	12	growing	grow	VERB
easat-6023	242	13	interest	interest	NOUN
easat-6023	242	14	in	in	ADP
easat-6023	242	15	entrepreneurship	entrepreneurship	NOUN
easat-6023	242	16	through	through	ADP
easat-6023	242	17	apprenticeships	apprenticeship	NOUN
easat-6023	242	18	.	.	PUNCT
easat-6023	243	1	perhaps	perhaps	ADV
easat-6023	243	2	,	,	PUNCT
easat-6023	243	3	the	the	DET
easat-6023	243	4	immediate	immediate	ADJ
easat-6023	243	5	income	income	NOUN
easat-6023	243	6	earned	earn	VERB
easat-6023	243	7	by	by	ADP
easat-6023	243	8	apprentices	apprentice	NOUN
easat-6023	243	9	soon	soon	ADV
easat-6023	243	10	after	after	ADP
easat-6023	243	11	commencing	commence	VERB
easat-6023	243	12	as	as	ADP
easat-6023	243	13	“	"	PUNCT
easat-6023	243	14	driver	driver	NOUN
easat-6023	243	15	’s	’s	PART
easat-6023	243	16	mate	mate	NOUN
easat-6023	243	17	”	"	PUNCT
easat-6023	243	18	could	could	AUX
easat-6023	243	19	be	be	AUX
easat-6023	243	20	a	a	DET
easat-6023	243	21	motivating	motivating	NOUN
easat-6023	243	22	factor	factor	NOUN
easat-6023	243	23	for	for	ADP
easat-6023	243	24	parents	parent	NOUN
easat-6023	243	25	.	.	PUNCT
easat-6023	244	1	consistent	consistent	ADJ
easat-6023	244	2	with	with	ADP
easat-6023	244	3	previous	previous	ADJ
easat-6023	244	4	research	research	NOUN
easat-6023	244	5	[	[	X
easat-6023	244	6	14	14	NUM
easat-6023	244	7	-	-	SYM
easat-6023	244	8	17	17	NUM
easat-6023	244	9	,	,	PUNCT
easat-6023	244	10	43	43	NUM
easat-6023	244	11	]	]	PUNCT
easat-6023	244	12	.	.	PUNCT
easat-6023	245	1	this	this	DET
easat-6023	245	2	study	study	NOUN
easat-6023	245	3	found	find	VERB
easat-6023	245	4	that	that	SCONJ
easat-6023	245	5	parental	parental	ADJ
easat-6023	245	6	and	and	CCONJ
easat-6023	245	7	teacher	teacher	NOUN
easat-6023	245	8	influence	influence	NOUN
easat-6023	245	9	significantly	significantly	ADV
easat-6023	245	10	impact	impact	VERB
easat-6023	245	11	career	career	NOUN
easat-6023	245	12	choices	choice	NOUN
easat-6023	245	13	among	among	ADP
easat-6023	245	14	youth	youth	NOUN
easat-6023	245	15	.	.	PUNCT
easat-6023	246	1	similarly	similarly	ADV
easat-6023	246	2	,	,	PUNCT
easat-6023	246	3	musset	musset	NOUN
easat-6023	246	4	and	and	CCONJ
easat-6023	246	5	kurekova	kurekova	X
easat-6023	247	1	[	[	X
easat-6023	247	2	17	17	NUM
easat-6023	247	3	]	]	PUNCT
easat-6023	247	4	the	the	DET
easat-6023	247	5	findings	finding	NOUN
easat-6023	247	6	indicate	indicate	VERB
easat-6023	247	7	a	a	DET
easat-6023	247	8	potential	potential	ADJ
easat-6023	247	9	bias	bias	NOUN
easat-6023	247	10	towards	towards	ADP
easat-6023	247	11	academic	academic	ADJ
easat-6023	247	12	pursuits	pursuit	NOUN
easat-6023	247	13	over	over	ADP
easat-6023	247	14	apprenticeships	apprenticeship	NOUN
easat-6023	247	15	,	,	PUNCT
easat-6023	247	16	despite	despite	SCONJ
easat-6023	247	17	well	well	ADV
easat-6023	247	18	-	-	PUNCT
easat-6023	247	19	intentioned	intentione	VERB
easat-6023	247	20	guidance	guidance	NOUN
easat-6023	247	21	from	from	ADP
easat-6023	247	22	parents	parent	NOUN
easat-6023	247	23	and	and	CCONJ
easat-6023	247	24	teachers	teacher	NOUN
easat-6023	247	25	.	.	PUNCT
easat-6023	248	1	peers	peer	NOUN
easat-6023	248	2	and	and	CCONJ
easat-6023	248	3	the	the	DET
easat-6023	248	4	desire	desire	NOUN
easat-6023	248	5	for	for	ADP
easat-6023	248	6	self	self	NOUN
easat-6023	248	7	-	-	PUNCT
easat-6023	248	8	employment	employment	NOUN
easat-6023	248	9	emerged	emerge	VERB
easat-6023	248	10	as	as	ADP
easat-6023	248	11	key	key	ADJ
easat-6023	248	12	drivers	driver	NOUN
easat-6023	248	13	for	for	ADP
easat-6023	248	14	choosing	choose	VERB
easat-6023	248	15	catering	catering	NOUN
easat-6023	248	16	and	and	CCONJ
easat-6023	248	17	carpentry	carpentry	NOUN
easat-6023	248	18	.	.	PUNCT
easat-6023	249	1	this	this	PRON
easat-6023	249	2	suggests	suggest	VERB
easat-6023	249	3	a	a	DET
easat-6023	249	4	potential	potential	ADJ
easat-6023	249	5	entrepreneurial	entrepreneurial	ADJ
easat-6023	249	6	ecosystem	ecosystem	NOUN
easat-6023	249	7	within	within	ADP
easat-6023	249	8	these	these	DET
easat-6023	249	9	trades	trade	NOUN
easat-6023	249	10	,	,	PUNCT
easat-6023	249	11	where	where	SCONJ
easat-6023	249	12	individuals	individual	NOUN
easat-6023	249	13	learn	learn	VERB
easat-6023	249	14	skills	skill	NOUN
easat-6023	249	15	and	and	CCONJ
easat-6023	249	16	build	build	VERB
easat-6023	249	17	networks	network	NOUN
easat-6023	249	18	to	to	PART
easat-6023	249	19	eventually	eventually	ADV
easat-6023	249	20	launch	launch	VERB
easat-6023	249	21	their	their	PRON
easat-6023	249	22	own	own	ADJ
easat-6023	249	23	businesses	business	NOUN
easat-6023	249	24	[	[	X
easat-6023	249	25	45	45	NUM
easat-6023	249	26	]	]	PUNCT
easat-6023	249	27	.	.	PUNCT
easat-6023	250	1	conversely	conversely	ADV
easat-6023	250	2	,	,	PUNCT
easat-6023	250	3	the	the	DET
easat-6023	250	4	"	"	PUNCT
easat-6023	250	5	lucrative	lucrative	ADJ
easat-6023	250	6	nature	nature	NOUN
easat-6023	250	7	"	"	PUNCT
easat-6023	250	8	of	of	ADP
easat-6023	250	9	a	a	DET
easat-6023	250	10	career	career	NOUN
easat-6023	250	11	was	be	AUX
easat-6023	250	12	n't	not	PART
easat-6023	250	13	a	a	DET
easat-6023	250	14	significant	significant	ADJ
easat-6023	250	15	factor	factor	NOUN
easat-6023	250	16	for	for	ADP
easat-6023	250	17	most	most	ADJ
easat-6023	250	18	choices	choice	NOUN
easat-6023	250	19	,	,	PUNCT
easat-6023	250	20	except	except	SCONJ
easat-6023	250	21	for	for	ADP
easat-6023	250	22	driving	driving	NOUN
easat-6023	250	23	compared	compare	VERB
easat-6023	250	24	to	to	ADP
easat-6023	250	25	hairdressing	hairdressing	NOUN
easat-6023	250	26	and	and	CCONJ
easat-6023	250	27	carpentry	carpentry	NOUN
easat-6023	250	28	.	.	PUNCT
easat-6023	251	1	this	this	PRON
easat-6023	251	2	might	might	AUX
easat-6023	251	3	indicate	indicate	VERB
easat-6023	251	4	a	a	DET
easat-6023	251	5	focus	focus	NOUN
easat-6023	251	6	on	on	ADP
easat-6023	251	7	acquiring	acquire	VERB
easat-6023	251	8	practical	practical	ADJ
easat-6023	251	9	skills	skill	NOUN
easat-6023	251	10	and	and	CCONJ
easat-6023	251	11	entrepreneurial	entrepreneurial	ADJ
easat-6023	251	12	independence	independence	NOUN
easat-6023	251	13	over	over	ADP
easat-6023	251	14	immediate	immediate	ADJ
easat-6023	251	15	high	high	ADJ
easat-6023	251	16	income	income	NOUN
easat-6023	251	17	.	.	PUNCT
easat-6023	252	1	however	however	ADV
easat-6023	252	2	,	,	PUNCT
easat-6023	252	3	academic	academic	ADJ
easat-6023	252	4	performance	performance	NOUN
easat-6023	252	5	of	of	ADP
easat-6023	252	6	apprentices	apprentice	NOUN
easat-6023	252	7	when	when	SCONJ
easat-6023	252	8	they	they	PRON
easat-6023	252	9	were	be	AUX
easat-6023	252	10	in	in	ADP
easat-6023	252	11	formal	formal	ADJ
easat-6023	252	12	education	education	NOUN
easat-6023	252	13	played	play	VERB
easat-6023	252	14	a	a	DET
easat-6023	252	15	minimal	minimal	ADJ
easat-6023	252	16	role	role	NOUN
easat-6023	252	17	in	in	ADP
easat-6023	252	18	most	most	ADJ
easat-6023	252	19	apprenticeship	apprenticeship	NOUN
easat-6023	252	20	choices	choice	NOUN
easat-6023	252	21	,	,	PUNCT
easat-6023	252	22	significantly	significantly	ADV
easat-6023	252	23	influencing	influence	VERB
easat-6023	252	24	the	the	DET
easat-6023	252	25	choice	choice	NOUN
easat-6023	252	26	of	of	ADP
easat-6023	252	27	only	only	ADJ
easat-6023	252	28	commercial	commercial	ADJ
easat-6023	252	29	driving	driving	NOUN
easat-6023	252	30	.	.	PUNCT
easat-6023	253	1	this	this	PRON
easat-6023	253	2	debunks	debunk	VERB
easat-6023	253	3	the	the	DET
easat-6023	253	4	myth	myth	NOUN
easat-6023	253	5	that	that	SCONJ
easat-6023	253	6	apprenticeships	apprenticeship	NOUN
easat-6023	253	7	are	be	AUX
easat-6023	253	8	solely	solely	ADV
easat-6023	253	9	for	for	ADP
easat-6023	253	10	underperformers	underperformer	NOUN
easat-6023	253	11	.	.	PUNCT
easat-6023	254	1	individuals	individual	NOUN
easat-6023	254	2	with	with	ADP
easat-6023	254	3	diverse	diverse	ADJ
easat-6023	254	4	academic	academic	ADJ
easat-6023	254	5	backgrounds	background	NOUN
easat-6023	254	6	are	be	AUX
easat-6023	254	7	choosing	choose	VERB
easat-6023	254	8	apprenticeships	apprenticeship	NOUN
easat-6023	254	9	,	,	PUNCT
easat-6023	254	10	potentially	potentially	ADV
easat-6023	254	11	for	for	ADP
easat-6023	254	12	their	their	PRON
easat-6023	254	13	entrepreneurial	entrepreneurial	ADJ
easat-6023	254	14	potential	potential	NOUN
easat-6023	254	15	.	.	PUNCT
easat-6023	255	1	furthermore	furthermore	ADV
easat-6023	255	2	,	,	PUNCT
easat-6023	255	3	limited	limited	ADJ
easat-6023	255	4	apprenticeship	apprenticeship	NOUN
easat-6023	255	5	options	option	NOUN
easat-6023	255	6	in	in	ADP
easat-6023	255	7	certain	certain	ADJ
easat-6023	255	8	areas	area	NOUN
easat-6023	255	9	influenced	influence	VERB
easat-6023	255	10	choices	choice	NOUN
easat-6023	255	11	towards	towards	ADP
easat-6023	255	12	driving	drive	VERB
easat-6023	255	13	rather	rather	ADV
easat-6023	255	14	than	than	ADP
easat-6023	255	15	other	other	ADJ
easat-6023	255	16	trades	trade	NOUN
easat-6023	255	17	.	.	PUNCT
easat-6023	256	1	individuals	individual	NOUN
easat-6023	256	2	would	would	AUX
easat-6023	256	3	have	have	AUX
easat-6023	256	4	opted	opt	VERB
easat-6023	256	5	for	for	ADP
easat-6023	256	6	other	other	ADJ
easat-6023	256	7	apprenticeships	apprenticeship	NOUN
easat-6023	256	8	if	if	SCONJ
easat-6023	256	9	they	they	PRON
easat-6023	256	10	were	be	AUX
easat-6023	256	11	available	available	ADJ
easat-6023	256	12	in	in	ADP
easat-6023	256	13	their	their	PRON
easat-6023	256	14	communities	community	NOUN
easat-6023	256	15	.	.	PUNCT
easat-6023	257	1	this	this	PRON
easat-6023	257	2	emphasizes	emphasize	VERB
easat-6023	257	3	the	the	DET
easat-6023	257	4	need	need	NOUN
easat-6023	257	5	for	for	ADP
easat-6023	257	6	a	a	DET
easat-6023	257	7	more	more	ADV
easat-6023	257	8	diversified	diversified	ADJ
easat-6023	257	9	range	range	NOUN
easat-6023	257	10	of	of	ADP
easat-6023	257	11	apprenticeships	apprenticeship	NOUN
easat-6023	257	12	or	or	CCONJ
easat-6023	257	13	vocations	vocation	NOUN
easat-6023	257	14	that	that	PRON
easat-6023	257	15	cater	cater	VERB
easat-6023	257	16	to	to	ADP
easat-6023	257	17	local	local	ADJ
easat-6023	257	18	needs	need	NOUN
easat-6023	257	19	and	and	CCONJ
easat-6023	257	20	entrepreneurial	entrepreneurial	ADJ
easat-6023	257	21	aspirations	aspiration	NOUN
easat-6023	257	22	.	.	PUNCT
easat-6023	258	1	also	also	ADV
easat-6023	258	2	,	,	PUNCT
easat-6023	258	3	self	self	NOUN
easat-6023	258	4	-	-	PUNCT
easat-6023	258	5	motivation	motivation	NOUN
easat-6023	258	6	emerged	emerge	VERB
easat-6023	258	7	as	as	ADP
easat-6023	258	8	a	a	DET
easat-6023	258	9	significant	significant	ADJ
easat-6023	258	10	factor	factor	NOUN
easat-6023	258	11	,	,	PUNCT
easat-6023	258	12	positively	positively	ADV
easat-6023	258	13	correlated	correlate	VERB
easat-6023	258	14	with	with	ADP
easat-6023	258	15	catering	catering	NOUN
easat-6023	258	16	,	,	PUNCT
easat-6023	258	17	masonry	masonry	NOUN
easat-6023	258	18	,	,	PUNCT
easat-6023	258	19	and	and	CCONJ
easat-6023	258	20	hairdressing	hairdressing	NOUN
easat-6023	258	21	,	,	PUNCT
easat-6023	258	22	and	and	CCONJ
easat-6023	258	23	negatively	negatively	ADV
easat-6023	258	24	correlated	correlate	VERB
easat-6023	258	25	with	with	ADP
easat-6023	258	26	auto	auto	NOUN
easat-6023	258	27	-	-	PUNCT
easat-6023	258	28	electrical	electrical	ADJ
easat-6023	258	29	engineering	engineering	NOUN
easat-6023	258	30	and	and	CCONJ
easat-6023	258	31	sewing	sewing	NOUN
easat-6023	258	32	relative	relative	ADJ
easat-6023	258	33	to	to	ADP
easat-6023	258	34	commercial	commercial	ADJ
easat-6023	258	35	driving	driving	NOUN
easat-6023	258	36	.	.	PUNCT
easat-6023	259	1	this	this	PRON
easat-6023	259	2	suggests	suggest	VERB
easat-6023	259	3	that	that	SCONJ
easat-6023	259	4	individuals	individual	NOUN
easat-6023	259	5	are	be	AUX
easat-6023	259	6	drawn	draw	VERB
easat-6023	259	7	to	to	ADP
easat-6023	259	8	these	these	DET
easat-6023	259	9	trades	trade	NOUN
easat-6023	259	10	due	due	ADP
easat-6023	259	11	to	to	ADP
easat-6023	259	12	a	a	DET
easat-6023	259	13	strong	strong	ADJ
easat-6023	259	14	entrepreneurial	entrepreneurial	ADJ
easat-6023	259	15	drive	drive	NOUN
easat-6023	259	16	and	and	CCONJ
easat-6023	259	17	a	a	DET
easat-6023	259	18	desire	desire	NOUN
easat-6023	259	19	to	to	PART
easat-6023	259	20	build	build	VERB
easat-6023	259	21	their	their	PRON
easat-6023	259	22	own	own	ADJ
easat-6023	259	23	businesses	business	NOUN
easat-6023	259	24	.	.	PUNCT
easat-6023	260	1	overall	overall	ADV
easat-6023	260	2	,	,	PUNCT
easat-6023	260	3	the	the	DET
easat-6023	260	4	study	study	NOUN
easat-6023	260	5	underscores	underscore	VERB
easat-6023	260	6	the	the	DET
easat-6023	260	7	complex	complex	ADJ
easat-6023	260	8	decision	decision	NOUN
easat-6023	260	9	-	-	PUNCT
easat-6023	260	10	making	make	VERB
easat-6023	260	11	process	process	NOUN
easat-6023	260	12	behind	behind	ADP
easat-6023	260	13	choosing	choose	VERB
easat-6023	260	14	informal	informal	ADJ
easat-6023	260	15	apprenticeships	apprenticeship	NOUN
easat-6023	260	16	.	.	PUNCT
easat-6023	261	1	while	while	SCONJ
easat-6023	261	2	financial	financial	ADJ
easat-6023	261	3	considerations	consideration	NOUN
easat-6023	261	4	and	and	CCONJ
easat-6023	261	5	educational	educational	ADJ
easat-6023	261	6	background	background	NOUN
easat-6023	261	7	play	play	VERB
easat-6023	261	8	a	a	DET
easat-6023	261	9	role	role	NOUN
easat-6023	261	10	,	,	PUNCT
easat-6023	261	11	the	the	DET
easat-6023	261	12	desire	desire	NOUN
easat-6023	261	13	for	for	ADP
easat-6023	261	14	self	self	NOUN
easat-6023	261	15	-	-	PUNCT
easat-6023	261	16	employment	employment	NOUN
easat-6023	261	17	,	,	PUNCT
easat-6023	261	18	entrepreneurial	entrepreneurial	ADJ
easat-6023	261	19	potential	potential	NOUN
easat-6023	261	20	within	within	ADP
easat-6023	261	21	specific	specific	ADJ
easat-6023	261	22	trades	trade	NOUN
easat-6023	261	23	,	,	PUNCT
easat-6023	261	24	and	and	CCONJ
easat-6023	261	25	limited	limited	ADJ
easat-6023	261	26	job	job	NOUN
easat-6023	261	27	market	market	NOUN
easat-6023	261	28	options	option	NOUN
easat-6023	261	29	emerge	emerge	VERB
easat-6023	261	30	as	as	ADP
easat-6023	261	31	significant	significant	ADJ
easat-6023	261	32	factors	factor	NOUN
easat-6023	261	33	.	.	PUNCT
easat-6023	262	1	these	these	DET
easat-6023	262	2	findings	finding	NOUN
easat-6023	262	3	highlight	highlight	VERB
easat-6023	262	4	the	the	DET
easat-6023	262	5	need	need	NOUN
easat-6023	262	6	for	for	ADP
easat-6023	262	7	a	a	DET
easat-6023	262	8	shift	shift	NOUN
easat-6023	262	9	in	in	ADP
easat-6023	262	10	perception	perception	NOUN
easat-6023	262	11	and	and	CCONJ
easat-6023	262	12	support	support	NOUN
easat-6023	262	13	for	for	ADP
easat-6023	262	14	informal	informal	ADJ
easat-6023	262	15	apprenticeships	apprenticeship	NOUN
easat-6023	262	16	as	as	ADP
easat-6023	262	17	a	a	DET
easat-6023	262	18	viable	viable	ADJ
easat-6023	262	19	pathway	pathway	NOUN
easat-6023	262	20	to	to	ADP
easat-6023	262	21	entrepreneurship	entrepreneurship	NOUN
easat-6023	262	22	in	in	ADP
easat-6023	262	23	ghana	ghana	PROPN
easat-6023	262	24	.	.	PUNCT
easat-6023	263	1	5	5	X
easat-6023	263	2	.	.	X
easat-6023	263	3	conclusions	conclusion	NOUN
easat-6023	263	4	this	this	DET
easat-6023	263	5	study	study	NOUN
easat-6023	263	6	explored	explore	VERB
easat-6023	263	7	the	the	DET
easat-6023	263	8	factors	factor	NOUN
easat-6023	263	9	influencing	influence	VERB
easat-6023	263	10	young	young	ADJ
easat-6023	263	11	ghanaians	ghanaian	NOUN
easat-6023	263	12	'	'	PART
easat-6023	263	13	choice	choice	NOUN
easat-6023	263	14	of	of	ADP
easat-6023	263	15	informal	informal	ADJ
easat-6023	263	16	apprenticeships	apprenticeship	NOUN
easat-6023	263	17	as	as	ADP
easat-6023	263	18	a	a	DET
easat-6023	263	19	platform	platform	NOUN
easat-6023	263	20	for	for	ADP
easat-6023	263	21	entrepreneurial	entrepreneurial	ADJ
easat-6023	263	22	success	success	NOUN
easat-6023	263	23	.	.	PUNCT
easat-6023	264	1	the	the	DET
easat-6023	264	2	findings	finding	NOUN
easat-6023	264	3	reveal	reveal	VERB
easat-6023	264	4	a	a	DET
easat-6023	264	5	dynamic	dynamic	ADJ
easat-6023	264	6	interplay	interplay	NOUN
easat-6023	264	7	between	between	ADP
easat-6023	264	8	individual	individual	ADJ
easat-6023	264	9	characteristics	characteristic	NOUN
easat-6023	264	10	,	,	PUNCT
easat-6023	264	11	career	career	NOUN
easat-6023	264	12	aspirations	aspiration	NOUN
easat-6023	264	13	,	,	PUNCT
easat-6023	264	14	and	and	CCONJ
easat-6023	264	15	the	the	DET
easat-6023	264	16	entrepreneurial	entrepreneurial	ADJ
easat-6023	264	17	ecosystem	ecosystem	NOUN
easat-6023	264	18	within	within	ADP
easat-6023	264	19	specific	specific	ADJ
easat-6023	264	20	trades	trade	NOUN
easat-6023	264	21	.	.	PUNCT
easat-6023	265	1	while	while	SCONJ
easat-6023	265	2	financial	financial	ADJ
easat-6023	265	3	constraints	constraint	NOUN
easat-6023	265	4	remain	remain	VERB
easat-6023	265	5	a	a	DET
easat-6023	265	6	factor	factor	NOUN
easat-6023	265	7	,	,	PUNCT
easat-6023	265	8	the	the	DET
easat-6023	265	9	choice	choice	NOUN
easat-6023	265	10	of	of	ADP
easat-6023	265	11	apprenticeship	apprenticeship	NOUN
easat-6023	265	12	appears	appear	VERB
easat-6023	265	13	to	to	PART
easat-6023	265	14	be	be	AUX
easat-6023	265	15	driven	drive	VERB
easat-6023	265	16	more	more	ADV
easat-6023	265	17	by	by	ADP
easat-6023	265	18	the	the	DET
easat-6023	265	19	perceived	perceive	VERB
easat-6023	265	20	entrepreneurial	entrepreneurial	ADJ
easat-6023	265	21	potential	potential	NOUN
easat-6023	265	22	within	within	ADP
easat-6023	265	23	a	a	DET
easat-6023	265	24	trade	trade	NOUN
easat-6023	265	25	than	than	ADP
easat-6023	265	26	immediate	immediate	ADJ
easat-6023	265	27	financial	financial	ADJ
easat-6023	265	28	gain	gain	NOUN
easat-6023	265	29	.	.	PUNCT
easat-6023	266	1	this	this	PRON
easat-6023	266	2	is	be	AUX
easat-6023	266	3	particularly	particularly	ADV
easat-6023	266	4	evident	evident	ADJ
easat-6023	266	5	in	in	ADP
easat-6023	266	6	traditionally	traditionally	ADV
easat-6023	266	7	male	male	NOUN
easat-6023	266	8	-	-	PUNCT
easat-6023	266	9	dominated	dominate	VERB
easat-6023	266	10	trades	trade	NOUN
easat-6023	266	11	like	like	ADP
easat-6023	266	12	auto	auto	NOUN
easat-6023	266	13	-	-	PUNCT
easat-6023	266	14	electrical	electrical	ADJ
easat-6023	266	15	and	and	CCONJ
easat-6023	266	16	mechanical	mechanical	ADJ
easat-6023	266	17	engineering	engineering	NOUN
easat-6023	266	18	,	,	PUNCT
easat-6023	266	19	masonry	masonry	NOUN
easat-6023	266	20	,	,	PUNCT
easat-6023	266	21	and	and	CCONJ
easat-6023	266	22	carpentry	carpentry	NOUN
easat-6023	266	23	,	,	PUNCT
easat-6023	266	24	where	where	SCONJ
easat-6023	266	25	individuals	individual	NOUN
easat-6023	266	26	with	with	ADP
easat-6023	266	27	higher	high	ADJ
easat-6023	266	28	education	education	NOUN
easat-6023	266	29	may	may	AUX
easat-6023	266	30	see	see	VERB
easat-6023	266	31	greater	great	ADJ
easat-6023	266	32	business	business	NOUN
easat-6023	266	33	513	513	NUM
easat-6023	266	34	edelweiss	edelweiss	PROPN
easat-6023	266	35	applied	apply	VERB
easat-6023	266	36	science	science	NOUN
easat-6023	266	37	and	and	CCONJ
easat-6023	266	38	technology	technology	NOUN
easat-6023	266	39	issn	issn	PROPN
easat-6023	266	40	:	:	PUNCT
easat-6023	266	41	2576	2576	NUM
easat-6023	266	42	-	-	SYM
easat-6023	266	43	8484	8484	NUM
easat-6023	266	44	vol	vol	NOUN
easat-6023	266	45	.	.	PROPN
easat-6023	267	1	9	9	NUM
easat-6023	267	2	,	,	PUNCT
easat-6023	267	3	no	no	INTJ
easat-6023	267	4	.	.	NOUN
easat-6023	267	5	4	4	NUM
easat-6023	267	6	:	:	PUNCT
easat-6023	267	7	503	503	NUM
easat-6023	267	8	-	-	NUM
easat-6023	267	9	517	517	NUM
easat-6023	267	10	,	,	PUNCT
easat-6023	267	11	2025	2025	NUM
easat-6023	267	12	doi	doi	NOUN
easat-6023	267	13	:	:	PUNCT
easat-6023	267	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	267	15	©	©	PROPN
easat-6023	267	16	2025	2025	NUM
easat-6023	267	17	by	by	ADP
easat-6023	267	18	the	the	DET
easat-6023	267	19	authors	author	NOUN
easat-6023	267	20	;	;	PUNCT
easat-6023	268	1	licensee	licensee	PROPN
easat-6023	268	2	learning	learn	VERB
easat-6023	268	3	gate	gate	NOUN
easat-6023	268	4	opportunities	opportunity	NOUN
easat-6023	268	5	.	.	PUNCT
easat-6023	269	1	interestingly	interestingly	ADV
easat-6023	269	2	,	,	PUNCT
easat-6023	269	3	educational	educational	ADJ
easat-6023	269	4	background	background	NOUN
easat-6023	269	5	was	be	AUX
easat-6023	269	6	n't	not	PART
easat-6023	269	7	a	a	DET
easat-6023	269	8	significant	significant	ADJ
easat-6023	269	9	factor	factor	NOUN
easat-6023	269	10	for	for	ADP
easat-6023	269	11	apprenticeships	apprenticeship	NOUN
easat-6023	269	12	often	often	ADV
easat-6023	269	13	associated	associate	VERB
easat-6023	269	14	with	with	ADP
easat-6023	269	15	female	female	ADJ
easat-6023	269	16	entrepreneurs	entrepreneur	NOUN
easat-6023	269	17	,	,	PUNCT
easat-6023	269	18	suggesting	suggest	VERB
easat-6023	269	19	a	a	DET
easat-6023	269	20	more	more	ADV
easat-6023	269	21	open	open	ADJ
easat-6023	269	22	pathway	pathway	NOUN
easat-6023	269	23	for	for	ADP
easat-6023	269	24	women	woman	NOUN
easat-6023	269	25	in	in	ADP
easat-6023	269	26	these	these	DET
easat-6023	269	27	sectors	sector	NOUN
easat-6023	269	28	.	.	PUNCT
easat-6023	270	1	a	a	DET
easat-6023	270	2	surprising	surprising	ADJ
easat-6023	270	3	finding	finding	NOUN
easat-6023	270	4	is	be	AUX
easat-6023	270	5	the	the	DET
easat-6023	270	6	negative	negative	ADJ
easat-6023	270	7	influence	influence	NOUN
easat-6023	270	8	of	of	ADP
easat-6023	270	9	parental	parental	ADJ
easat-6023	270	10	and	and	CCONJ
easat-6023	270	11	teacher	teacher	NOUN
easat-6023	270	12	guidance	guidance	NOUN
easat-6023	270	13	on	on	ADP
easat-6023	270	14	most	most	ADJ
easat-6023	270	15	apprenticeship	apprenticeship	NOUN
easat-6023	270	16	choices	choice	NOUN
easat-6023	270	17	,	,	PUNCT
easat-6023	270	18	except	except	SCONJ
easat-6023	270	19	for	for	ADP
easat-6023	270	20	commercial	commercial	ADJ
easat-6023	270	21	driving	driving	NOUN
easat-6023	270	22	.	.	PUNCT
easat-6023	271	1	this	this	PRON
easat-6023	271	2	underscores	underscore	VERB
easat-6023	271	3	a	a	DET
easat-6023	271	4	critical	critical	ADJ
easat-6023	271	5	gap	gap	NOUN
easat-6023	271	6	in	in	ADP
easat-6023	271	7	career	career	NOUN
easat-6023	271	8	counselling	counselling	NOUN
easat-6023	271	9	that	that	PRON
easat-6023	271	10	needs	need	VERB
easat-6023	271	11	to	to	PART
easat-6023	271	12	be	be	AUX
easat-6023	271	13	addressed	address	VERB
easat-6023	271	14	to	to	PART
easat-6023	271	15	equip	equip	VERB
easat-6023	271	16	students	student	NOUN
easat-6023	271	17	with	with	ADP
easat-6023	271	18	information	information	NOUN
easat-6023	271	19	on	on	ADP
easat-6023	271	20	the	the	DET
easat-6023	271	21	entrepreneurial	entrepreneurial	ADJ
easat-6023	271	22	potential	potential	NOUN
easat-6023	271	23	of	of	ADP
easat-6023	271	24	informal	informal	ADJ
easat-6023	271	25	apprenticeships	apprenticeship	NOUN
easat-6023	271	26	.	.	PUNCT
easat-6023	272	1	the	the	DET
easat-6023	272	2	study	study	NOUN
easat-6023	272	3	highlights	highlight	VERB
easat-6023	272	4	the	the	DET
easat-6023	272	5	role	role	NOUN
easat-6023	272	6	of	of	ADP
easat-6023	272	7	peers	peer	NOUN
easat-6023	272	8	and	and	CCONJ
easat-6023	272	9	the	the	DET
easat-6023	272	10	desire	desire	NOUN
easat-6023	272	11	for	for	ADP
easat-6023	272	12	self	self	NOUN
easat-6023	272	13	-	-	PUNCT
easat-6023	272	14	employment	employment	NOUN
easat-6023	272	15	as	as	ADP
easat-6023	272	16	key	key	ADJ
easat-6023	272	17	motivators	motivator	NOUN
easat-6023	272	18	for	for	ADP
easat-6023	272	19	choosing	choose	VERB
easat-6023	272	20	catering	catering	NOUN
easat-6023	272	21	and	and	CCONJ
easat-6023	272	22	carpentry	carpentry	NOUN
easat-6023	272	23	.	.	PUNCT
easat-6023	273	1	this	this	PRON
easat-6023	273	2	points	point	VERB
easat-6023	273	3	to	to	ADP
easat-6023	273	4	the	the	DET
easat-6023	273	5	existence	existence	NOUN
easat-6023	273	6	of	of	ADP
easat-6023	273	7	an	an	DET
easat-6023	273	8	entrepreneurial	entrepreneurial	ADJ
easat-6023	273	9	ecosystem	ecosystem	NOUN
easat-6023	273	10	within	within	ADP
easat-6023	273	11	these	these	DET
easat-6023	273	12	trades	trade	NOUN
easat-6023	273	13	,	,	PUNCT
easat-6023	273	14	where	where	SCONJ
easat-6023	273	15	individuals	individual	NOUN
easat-6023	273	16	can	can	AUX
easat-6023	273	17	learn	learn	VERB
easat-6023	273	18	skills	skill	NOUN
easat-6023	273	19	and	and	CCONJ
easat-6023	273	20	build	build	VERB
easat-6023	273	21	networks	network	NOUN
easat-6023	273	22	to	to	PART
easat-6023	273	23	launch	launch	VERB
easat-6023	273	24	their	their	PRON
easat-6023	273	25	own	own	ADJ
easat-6023	273	26	ventures	venture	NOUN
easat-6023	273	27	.	.	PUNCT
easat-6023	274	1	interestingly	interestingly	ADV
easat-6023	274	2	,	,	PUNCT
easat-6023	274	3	the	the	DET
easat-6023	274	4	"	"	PUNCT
easat-6023	274	5	lucrative	lucrative	ADJ
easat-6023	274	6	nature	nature	NOUN
easat-6023	274	7	"	"	PUNCT
easat-6023	274	8	of	of	ADP
easat-6023	274	9	a	a	DET
easat-6023	274	10	career	career	NOUN
easat-6023	274	11	was	be	AUX
easat-6023	274	12	n't	not	PART
easat-6023	274	13	a	a	DET
easat-6023	274	14	major	major	ADJ
easat-6023	274	15	driver	driver	NOUN
easat-6023	274	16	,	,	PUNCT
easat-6023	274	17	suggesting	suggest	VERB
easat-6023	274	18	a	a	DET
easat-6023	274	19	focus	focus	NOUN
easat-6023	274	20	on	on	ADP
easat-6023	274	21	practical	practical	ADJ
easat-6023	274	22	skills	skill	NOUN
easat-6023	274	23	and	and	CCONJ
easat-6023	274	24	entrepreneurial	entrepreneurial	ADJ
easat-6023	274	25	independence	independence	NOUN
easat-6023	274	26	.	.	PUNCT
easat-6023	275	1	academic	academic	ADJ
easat-6023	275	2	performance	performance	NOUN
easat-6023	275	3	played	play	VERB
easat-6023	275	4	a	a	DET
easat-6023	275	5	minimal	minimal	ADJ
easat-6023	275	6	role	role	NOUN
easat-6023	275	7	in	in	ADP
easat-6023	275	8	most	most	ADJ
easat-6023	275	9	choices	choice	NOUN
easat-6023	275	10	,	,	PUNCT
easat-6023	275	11	further	far	ADV
easat-6023	275	12	debunking	debunk	VERB
easat-6023	275	13	the	the	DET
easat-6023	275	14	myth	myth	NOUN
easat-6023	275	15	that	that	SCONJ
easat-6023	275	16	apprenticeships	apprenticeship	NOUN
easat-6023	275	17	are	be	AUX
easat-6023	275	18	for	for	ADP
easat-6023	275	19	underperformers	underperformer	NOUN
easat-6023	275	20	.	.	PUNCT
easat-6023	276	1	this	this	PRON
easat-6023	276	2	opens	open	VERB
easat-6023	276	3	apprenticeship	apprenticeship	NOUN
easat-6023	276	4	pathways	pathway	NOUN
easat-6023	276	5	for	for	ADP
easat-6023	276	6	individuals	individual	NOUN
easat-6023	276	7	with	with	ADP
easat-6023	276	8	diverse	diverse	ADJ
easat-6023	276	9	academic	academic	ADJ
easat-6023	276	10	backgrounds	background	NOUN
easat-6023	276	11	who	who	PRON
easat-6023	276	12	are	be	AUX
easat-6023	276	13	interested	interested	ADJ
easat-6023	276	14	in	in	ADP
easat-6023	276	15	pursuing	pursue	VERB
easat-6023	276	16	entrepreneurial	entrepreneurial	ADJ
easat-6023	276	17	goals	goal	NOUN
easat-6023	276	18	.	.	PUNCT
easat-6023	277	1	furthermore	furthermore	ADV
easat-6023	277	2	,	,	PUNCT
easat-6023	277	3	the	the	DET
easat-6023	277	4	new	new	ADJ
easat-6023	277	5	variable	variable	NOUN
easat-6023	277	6	(	(	PUNCT
easat-6023	277	7	limitation	limitation	NOUN
easat-6023	277	8	of	of	ADP
easat-6023	277	9	apprenticeship	apprenticeship	NOUN
easat-6023	277	10	options	option	NOUN
easat-6023	277	11	)	)	PUNCT
easat-6023	277	12	added	add	VERB
easat-6023	277	13	to	to	ADP
easat-6023	277	14	this	this	DET
easat-6023	277	15	study	study	NOUN
easat-6023	277	16	identifies	identify	VERB
easat-6023	277	17	this	this	DET
easat-6023	277	18	option	option	NOUN
easat-6023	277	19	in	in	ADP
easat-6023	277	20	certain	certain	ADJ
easat-6023	277	21	areas	area	NOUN
easat-6023	277	22	as	as	ADP
easat-6023	277	23	a	a	DET
easat-6023	277	24	factor	factor	NOUN
easat-6023	277	25	influencing	influence	VERB
easat-6023	277	26	career	career	NOUN
easat-6023	277	27	choices	choice	NOUN
easat-6023	277	28	.	.	PUNCT
easat-6023	278	1	this	this	PRON
easat-6023	278	2	emphasizes	emphasize	VERB
easat-6023	278	3	the	the	DET
easat-6023	278	4	need	need	NOUN
easat-6023	278	5	for	for	ADP
easat-6023	278	6	a	a	DET
easat-6023	278	7	more	more	ADV
easat-6023	278	8	diversified	diversified	ADJ
easat-6023	278	9	range	range	NOUN
easat-6023	278	10	of	of	ADP
easat-6023	278	11	apprenticeships	apprenticeship	NOUN
easat-6023	278	12	that	that	PRON
easat-6023	278	13	cater	cater	VERB
easat-6023	278	14	to	to	ADP
easat-6023	278	15	local	local	ADJ
easat-6023	278	16	needs	need	NOUN
easat-6023	278	17	and	and	CCONJ
easat-6023	278	18	entrepreneurial	entrepreneurial	ADJ
easat-6023	278	19	aspirations	aspiration	NOUN
easat-6023	278	20	.	.	PUNCT
easat-6023	279	1	finally	finally	ADV
easat-6023	279	2	,	,	PUNCT
easat-6023	279	3	this	this	DET
easat-6023	279	4	research	research	NOUN
easat-6023	279	5	emphasizes	emphasize	VERB
easat-6023	279	6	self	self	NOUN
easat-6023	279	7	-	-	PUNCT
easat-6023	279	8	motivation	motivation	NOUN
easat-6023	279	9	as	as	ADP
easat-6023	279	10	a	a	DET
easat-6023	279	11	significant	significant	ADJ
easat-6023	279	12	factor	factor	NOUN
easat-6023	279	13	,	,	PUNCT
easat-6023	279	14	particularly	particularly	ADV
easat-6023	279	15	for	for	ADP
easat-6023	279	16	individuals	individual	NOUN
easat-6023	279	17	drawn	draw	VERB
easat-6023	279	18	to	to	ADP
easat-6023	279	19	catering	catering	NOUN
easat-6023	279	20	,	,	PUNCT
easat-6023	279	21	masonry	masonry	NOUN
easat-6023	279	22	,	,	PUNCT
easat-6023	279	23	and	and	CCONJ
easat-6023	279	24	hairdressing	hairdressing	NOUN
easat-6023	279	25	.	.	PUNCT
easat-6023	280	1	this	this	PRON
easat-6023	280	2	suggests	suggest	VERB
easat-6023	280	3	a	a	DET
easat-6023	280	4	strong	strong	ADJ
easat-6023	280	5	entrepreneurial	entrepreneurial	ADJ
easat-6023	280	6	drive	drive	NOUN
easat-6023	280	7	within	within	ADP
easat-6023	280	8	these	these	DET
easat-6023	280	9	trades	trade	NOUN
easat-6023	280	10	,	,	PUNCT
easat-6023	280	11	where	where	SCONJ
easat-6023	280	12	apprentices	apprentice	NOUN
easat-6023	280	13	can	can	AUX
easat-6023	280	14	build	build	VERB
easat-6023	280	15	the	the	DET
easat-6023	280	16	skills	skill	NOUN
easat-6023	280	17	and	and	CCONJ
easat-6023	280	18	confidence	confidence	NOUN
easat-6023	280	19	to	to	PART
easat-6023	280	20	become	become	VERB
easat-6023	280	21	self	self	NOUN
easat-6023	280	22	-	-	PUNCT
easat-6023	280	23	employed	employ	VERB
easat-6023	280	24	.	.	PUNCT
easat-6023	281	1	this	this	DET
easat-6023	281	2	research	research	NOUN
easat-6023	281	3	supports	support	VERB
easat-6023	281	4	the	the	DET
easat-6023	281	5	opinions	opinion	NOUN
easat-6023	281	6	held	hold	VERB
easat-6023	281	7	by	by	ADP
easat-6023	281	8	some	some	DET
easat-6023	281	9	renowned	renowned	ADJ
easat-6023	281	10	researchers	researcher	NOUN
easat-6023	281	11	that	that	PRON
easat-6023	281	12	parents	parent	NOUN
easat-6023	281	13	and	and	CCONJ
easat-6023	281	14	teachers	teacher	NOUN
easat-6023	281	15	have	have	VERB
easat-6023	281	16	considerable	considerable	ADJ
easat-6023	281	17	influence	influence	NOUN
easat-6023	281	18	on	on	ADP
easat-6023	281	19	youth	youth	NOUN
easat-6023	281	20	’s	’s	PART
easat-6023	281	21	decision	decision	NOUN
easat-6023	281	22	-	-	PUNCT
easat-6023	281	23	making	make	VERB
easat-6023	281	24	process	process	NOUN
easat-6023	281	25	towards	towards	ADP
easat-6023	281	26	career	career	NOUN
easat-6023	281	27	choice	choice	NOUN
easat-6023	281	28	and	and	CCONJ
easat-6023	281	29	implications	implication	NOUN
easat-6023	281	30	for	for	ADP
easat-6023	281	31	the	the	DET
easat-6023	281	32	job	job	NOUN
easat-6023	281	33	market	market	NOUN
easat-6023	281	34	[	[	X
easat-6023	281	35	15	15	NUM
easat-6023	281	36	-	-	SYM
easat-6023	281	37	18	18	NUM
easat-6023	281	38	]	]	PUNCT
easat-6023	281	39	.	.	PUNCT
easat-6023	282	1	5.1	5.1	NUM
easat-6023	282	2	.	.	PUNCT
easat-6023	283	1	theoretical	theoretical	ADJ
easat-6023	283	2	contributions	contribution	NOUN
easat-6023	283	3	the	the	DET
easat-6023	283	4	study	study	NOUN
easat-6023	283	5	contributes	contribute	VERB
easat-6023	283	6	to	to	ADP
easat-6023	283	7	theories	theory	NOUN
easat-6023	283	8	relating	relate	VERB
easat-6023	283	9	to	to	ADP
easat-6023	283	10	entrepreneurial	entrepreneurial	ADJ
easat-6023	283	11	success	success	NOUN
easat-6023	283	12	stories	story	NOUN
easat-6023	283	13	by	by	ADP
easat-6023	283	14	employing	employ	VERB
easat-6023	283	15	logit	logit	NOUN
easat-6023	283	16	model	model	NOUN
easat-6023	283	17	in	in	ADP
easat-6023	283	18	identifying	identify	VERB
easat-6023	283	19	and	and	CCONJ
easat-6023	283	20	quantifying	quantify	VERB
easat-6023	283	21	the	the	DET
easat-6023	283	22	factors	factor	NOUN
easat-6023	283	23	that	that	PRON
easat-6023	283	24	influence	influence	VERB
easat-6023	283	25	an	an	DET
easat-6023	283	26	individual	individual	NOUN
easat-6023	283	27	's	's	PART
easat-6023	283	28	decision	decision	NOUN
easat-6023	283	29	to	to	PART
easat-6023	283	30	enter	enter	VERB
easat-6023	283	31	an	an	DET
easat-6023	283	32	informal	informal	ADJ
easat-6023	283	33	apprenticeship	apprenticeship	NOUN
easat-6023	283	34	.	.	PUNCT
easat-6023	284	1	this	this	PRON
easat-6023	284	2	includes	include	VERB
easat-6023	284	3	variables	variable	NOUN
easat-6023	284	4	such	such	ADJ
easat-6023	284	5	as	as	ADP
easat-6023	284	6	socioeconomic	socioeconomic	ADJ
easat-6023	284	7	background	background	NOUN
easat-6023	284	8	,	,	PUNCT
easat-6023	284	9	education	education	NOUN
easat-6023	284	10	level	level	NOUN
easat-6023	284	11	,	,	PUNCT
easat-6023	284	12	parent	parent	NOUN
easat-6023	284	13	and	and	CCONJ
easat-6023	284	14	teacher	teacher	NOUN
easat-6023	284	15	influence	influence	NOUN
easat-6023	284	16	,	,	PUNCT
easat-6023	284	17	and	and	CCONJ
easat-6023	284	18	availability	availability	NOUN
easat-6023	284	19	of	of	ADP
easat-6023	284	20	informal	informal	ADJ
easat-6023	284	21	training	training	NOUN
easat-6023	284	22	options	option	NOUN
easat-6023	284	23	.	.	PUNCT
easat-6023	285	1	by	by	ADP
easat-6023	285	2	modelling	model	VERB
easat-6023	285	3	the	the	DET
easat-6023	285	4	likelihood	likelihood	NOUN
easat-6023	285	5	of	of	ADP
easat-6023	285	6	opting	opt	VERB
easat-6023	285	7	for	for	ADP
easat-6023	285	8	an	an	DET
easat-6023	285	9	informal	informal	ADJ
easat-6023	285	10	apprenticeship	apprenticeship	NOUN
easat-6023	285	11	over	over	ADP
easat-6023	285	12	others	other	NOUN
easat-6023	285	13	,	,	PUNCT
easat-6023	285	14	the	the	DET
easat-6023	285	15	logit	logit	PROPN
easat-6023	285	16	model	model	NOUN
easat-6023	285	17	provides	provide	VERB
easat-6023	285	18	insights	insight	NOUN
easat-6023	285	19	into	into	ADP
easat-6023	285	20	the	the	DET
easat-6023	285	21	probability	probability	NOUN
easat-6023	285	22	of	of	ADP
easat-6023	285	23	such	such	ADJ
easat-6023	285	24	choices	choice	NOUN
easat-6023	285	25	under	under	ADP
easat-6023	285	26	varying	vary	VERB
easat-6023	285	27	conditions	condition	NOUN
easat-6023	285	28	.	.	PUNCT
easat-6023	286	1	in	in	ADP
easat-6023	286	2	addition	addition	NOUN
easat-6023	286	3	,	,	PUNCT
easat-6023	286	4	the	the	DET
easat-6023	286	5	logit	logit	PROPN
easat-6023	286	6	model	model	NOUN
easat-6023	286	7	assumes	assume	VERB
easat-6023	286	8	that	that	SCONJ
easat-6023	286	9	individuals	individual	NOUN
easat-6023	286	10	choose	choose	VERB
easat-6023	286	11	informal	informal	ADJ
easat-6023	286	12	apprenticeships	apprenticeship	NOUN
easat-6023	286	13	based	base	VERB
easat-6023	286	14	on	on	ADP
easat-6023	286	15	utility	utility	NOUN
easat-6023	286	16	maximization	maximization	NOUN
easat-6023	286	17	,	,	PUNCT
easat-6023	286	18	meaning	mean	VERB
easat-6023	286	19	they	they	PRON
easat-6023	286	20	select	select	VERB
easat-6023	286	21	the	the	DET
easat-6023	286	22	option	option	NOUN
easat-6023	286	23	that	that	PRON
easat-6023	286	24	provides	provide	VERB
easat-6023	286	25	the	the	DET
easat-6023	286	26	greatest	greatest	ADV
easat-6023	286	27	perceived	perceive	VERB
easat-6023	286	28	benefit	benefit	NOUN
easat-6023	286	29	.	.	PUNCT
easat-6023	287	1	this	this	DET
easat-6023	287	2	framework	framework	NOUN
easat-6023	287	3	is	be	AUX
easat-6023	287	4	useful	useful	ADJ
easat-6023	287	5	to	to	PART
easat-6023	287	6	explore	explore	VERB
easat-6023	287	7	what	what	PRON
easat-6023	287	8	benefits	benefit	NOUN
easat-6023	287	9	or	or	CCONJ
easat-6023	287	10	utilities	utility	NOUN
easat-6023	287	11	(	(	PUNCT
easat-6023	287	12	e.g.	e.g.	ADV
easat-6023	287	13	,	,	PUNCT
easat-6023	287	14	financial	financial	ADJ
easat-6023	287	15	income	income	NOUN
easat-6023	287	16	,	,	PUNCT
easat-6023	287	17	parent	parent	NOUN
easat-6023	287	18	and	and	CCONJ
easat-6023	287	19	teacher	teacher	NOUN
easat-6023	287	20	influence	influence	NOUN
easat-6023	287	21	,	,	PUNCT
easat-6023	287	22	self	self	NOUN
easat-6023	287	23	-	-	PUNCT
easat-6023	287	24	motivation	motivation	NOUN
easat-6023	287	25	,	,	PUNCT
easat-6023	287	26	)	)	PUNCT
easat-6023	287	27	are	be	AUX
easat-6023	287	28	most	most	ADV
easat-6023	287	29	compelling	compelling	ADJ
easat-6023	287	30	in	in	ADP
easat-6023	287	31	driving	drive	VERB
easat-6023	287	32	this	this	DET
easat-6023	287	33	choice	choice	NOUN
easat-6023	287	34	.	.	PUNCT
easat-6023	288	1	the	the	DET
easat-6023	288	2	results	result	NOUN
easat-6023	288	3	from	from	ADP
easat-6023	288	4	a	a	DET
easat-6023	288	5	logit	logit	NOUN
easat-6023	288	6	model	model	NOUN
easat-6023	288	7	can	can	AUX
easat-6023	288	8	help	help	VERB
easat-6023	288	9	policymakers	policymaker	NOUN
easat-6023	288	10	understand	understand	VERB
easat-6023	288	11	the	the	DET
easat-6023	288	12	conditions	condition	NOUN
easat-6023	288	13	under	under	ADP
easat-6023	288	14	which	which	PRON
easat-6023	288	15	informal	informal	ADJ
easat-6023	288	16	apprenticeships	apprenticeship	NOUN
easat-6023	288	17	are	be	AUX
easat-6023	288	18	attractive	attractive	ADJ
easat-6023	288	19	to	to	ADP
easat-6023	288	20	youth	youth	NOUN
easat-6023	288	21	.	.	PUNCT
easat-6023	289	1	this	this	PRON
easat-6023	289	2	can	can	AUX
easat-6023	289	3	inform	inform	VERB
easat-6023	289	4	strategies	strategy	NOUN
easat-6023	289	5	aimed	aim	VERB
easat-6023	289	6	at	at	ADP
easat-6023	289	7	either	either	CCONJ
easat-6023	289	8	formalizing	formalize	VERB
easat-6023	289	9	such	such	ADJ
easat-6023	289	10	apprenticeships	apprenticeship	NOUN
easat-6023	289	11	or	or	CCONJ
easat-6023	289	12	improving	improve	VERB
easat-6023	289	13	the	the	DET
easat-6023	289	14	attractiveness	attractiveness	NOUN
easat-6023	289	15	of	of	ADP
easat-6023	289	16	alternative	alternative	ADJ
easat-6023	289	17	training	training	NOUN
easat-6023	289	18	and	and	CCONJ
easat-6023	289	19	employment	employment	NOUN
easat-6023	289	20	options	option	NOUN
easat-6023	289	21	.	.	PUNCT
easat-6023	290	1	by	by	ADP
easat-6023	290	2	understanding	understand	VERB
easat-6023	290	3	the	the	DET
easat-6023	290	4	factors	factor	NOUN
easat-6023	290	5	that	that	PRON
easat-6023	290	6	drive	drive	VERB
easat-6023	290	7	informal	informal	ADJ
easat-6023	290	8	apprenticeship	apprenticeship	NOUN
easat-6023	290	9	choices	choice	NOUN
easat-6023	290	10	,	,	PUNCT
easat-6023	290	11	the	the	DET
easat-6023	290	12	logit	logit	NOUN
easat-6023	290	13	model	model	NOUN
easat-6023	290	14	can	can	AUX
easat-6023	290	15	contribute	contribute	VERB
easat-6023	290	16	to	to	ADP
easat-6023	290	17	broader	broad	ADJ
easat-6023	290	18	theories	theory	NOUN
easat-6023	290	19	of	of	ADP
easat-6023	290	20	labour	labour	ADJ
easat-6023	290	21	market	market	NOUN
easat-6023	290	22	participation	participation	NOUN
easat-6023	290	23	and	and	CCONJ
easat-6023	290	24	informal	informal	ADJ
easat-6023	290	25	sector	sector	NOUN
easat-6023	290	26	development	development	NOUN
easat-6023	290	27	,	,	PUNCT
easat-6023	290	28	particularly	particularly	ADV
easat-6023	290	29	in	in	ADP
easat-6023	290	30	contexts	context	NOUN
easat-6023	290	31	where	where	SCONJ
easat-6023	290	32	formal	formal	ADJ
easat-6023	290	33	employment	employment	NOUN
easat-6023	290	34	opportunities	opportunity	NOUN
easat-6023	290	35	are	be	AUX
easat-6023	290	36	limited	limited	ADJ
easat-6023	290	37	.	.	PUNCT
easat-6023	291	1	5.2	5.2	NUM
easat-6023	291	2	.	.	PUNCT
easat-6023	291	3	managerial	managerial	ADJ
easat-6023	291	4	significance	significance	NOUN
easat-6023	291	5	through	through	ADP
easat-6023	291	6	this	this	DET
easat-6023	291	7	study	study	NOUN
easat-6023	291	8	,	,	PUNCT
easat-6023	291	9	managers	manager	NOUN
easat-6023	291	10	can	can	AUX
easat-6023	291	11	gain	gain	VERB
easat-6023	291	12	insights	insight	NOUN
easat-6023	291	13	into	into	ADP
easat-6023	291	14	the	the	DET
easat-6023	291	15	informal	informal	ADJ
easat-6023	291	16	apprenticeship	apprenticeship	NOUN
easat-6023	291	17	system	system	NOUN
easat-6023	291	18	as	as	ADP
easat-6023	291	19	a	a	DET
easat-6023	291	20	critical	critical	ADJ
easat-6023	291	21	method	method	NOUN
easat-6023	291	22	of	of	ADP
easat-6023	291	23	skill	skill	NOUN
easat-6023	291	24	acquisition	acquisition	NOUN
easat-6023	291	25	.	.	PUNCT
easat-6023	292	1	this	this	DET
easat-6023	292	2	understanding	understanding	NOUN
easat-6023	292	3	can	can	AUX
easat-6023	292	4	help	help	VERB
easat-6023	292	5	them	they	PRON
easat-6023	292	6	identify	identify	VERB
easat-6023	292	7	potential	potential	ADJ
easat-6023	292	8	recruits	recruit	NOUN
easat-6023	292	9	who	who	PRON
easat-6023	292	10	have	have	VERB
easat-6023	292	11	practical	practical	ADJ
easat-6023	292	12	,	,	PUNCT
easat-6023	292	13	hands	hand	NOUN
easat-6023	292	14	-	-	PUNCT
easat-6023	292	15	on	on	ADP
easat-6023	292	16	experience	experience	NOUN
easat-6023	292	17	and	and	CCONJ
easat-6023	292	18	are	be	AUX
easat-6023	292	19	well	well	ADV
easat-6023	292	20	-	-	PUNCT
easat-6023	292	21	prepared	prepare	VERB
easat-6023	292	22	for	for	ADP
easat-6023	292	23	entrepreneurial	entrepreneurial	ADJ
easat-6023	292	24	activities	activity	NOUN
easat-6023	292	25	.	.	PUNCT
easat-6023	293	1	thus	thus	ADV
easat-6023	293	2	,	,	PUNCT
easat-6023	293	3	by	by	ADP
easat-6023	293	4	recognizing	recognize	VERB
easat-6023	293	5	the	the	DET
easat-6023	293	6	value	value	NOUN
easat-6023	293	7	of	of	ADP
easat-6023	293	8	informal	informal	ADJ
easat-6023	293	9	apprenticeships	apprenticeship	NOUN
easat-6023	293	10	,	,	PUNCT
easat-6023	293	11	managers	manager	NOUN
easat-6023	293	12	can	can	AUX
easat-6023	293	13	identify	identify	VERB
easat-6023	293	14	and	and	CCONJ
easat-6023	293	15	harness	harness	VERB
easat-6023	293	16	the	the	DET
easat-6023	293	17	skills	skill	NOUN
easat-6023	293	18	of	of	ADP
easat-6023	293	19	individuals	individual	NOUN
easat-6023	293	20	who	who	PRON
easat-6023	293	21	have	have	AUX
easat-6023	293	22	been	be	AUX
easat-6023	293	23	trained	train	VERB
easat-6023	293	24	through	through	ADP
easat-6023	293	25	these	these	DET
easat-6023	293	26	pathways	pathway	NOUN
easat-6023	293	27	.	.	PUNCT
easat-6023	294	1	this	this	PRON
easat-6023	294	2	can	can	AUX
easat-6023	294	3	lead	lead	VERB
easat-6023	294	4	to	to	ADP
easat-6023	294	5	the	the	DET
easat-6023	294	6	development	development	NOUN
easat-6023	294	7	of	of	ADP
easat-6023	294	8	a	a	DET
easat-6023	294	9	more	more	ADV
easat-6023	294	10	skilled	skilled	ADJ
easat-6023	294	11	and	and	CCONJ
easat-6023	294	12	capable	capable	ADJ
easat-6023	294	13	workforce	workforce	NOUN
easat-6023	294	14	,	,	PUNCT
easat-6023	294	15	contributing	contribute	VERB
easat-6023	294	16	to	to	ADP
easat-6023	294	17	the	the	DET
easat-6023	294	18	overall	overall	ADJ
easat-6023	294	19	success	success	NOUN
easat-6023	294	20	and	and	CCONJ
easat-6023	294	21	competitiveness	competitiveness	NOUN
easat-6023	294	22	of	of	ADP
easat-6023	294	23	the	the	DET
easat-6023	294	24	business	business	NOUN
easat-6023	294	25	.	.	PUNCT
easat-6023	295	1	514	514	NUM
easat-6023	295	2	edelweiss	edelweiss	PROPN
easat-6023	295	3	applied	apply	VERB
easat-6023	295	4	science	science	NOUN
easat-6023	295	5	and	and	CCONJ
easat-6023	295	6	technology	technology	NOUN
easat-6023	295	7	issn	issn	PROPN
easat-6023	295	8	:	:	PUNCT
easat-6023	295	9	2576	2576	NUM
easat-6023	295	10	-	-	SYM
easat-6023	295	11	8484	8484	NUM
easat-6023	295	12	vol	vol	NOUN
easat-6023	295	13	.	.	PROPN
easat-6023	296	1	9	9	NUM
easat-6023	296	2	,	,	PUNCT
easat-6023	296	3	no	no	INTJ
easat-6023	296	4	.	.	NOUN
easat-6023	296	5	4	4	NUM
easat-6023	296	6	:	:	PUNCT
easat-6023	296	7	503	503	NUM
easat-6023	296	8	-	-	NUM
easat-6023	296	9	517	517	NUM
easat-6023	296	10	,	,	PUNCT
easat-6023	296	11	2025	2025	NUM
easat-6023	296	12	doi	doi	NOUN
easat-6023	296	13	:	:	PUNCT
easat-6023	296	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	296	15	©	©	PROPN
easat-6023	296	16	2025	2025	NUM
easat-6023	296	17	by	by	ADP
easat-6023	296	18	the	the	DET
easat-6023	296	19	authors	author	NOUN
easat-6023	296	20	;	;	PUNCT
easat-6023	296	21	licensee	licensee	PROPN
easat-6023	296	22	learning	learning	NOUN
easat-6023	296	23	gate	gate	VERB
easat-6023	296	24	5.3	5.3	NUM
easat-6023	296	25	.	.	PUNCT
easat-6023	297	1	policy	policy	NOUN
easat-6023	297	2	implications	implication	NOUN
easat-6023	297	3	policy	policy	NOUN
easat-6023	297	4	wise	wise	ADJ
easat-6023	297	5	,	,	PUNCT
easat-6023	297	6	the	the	DET
easat-6023	297	7	insights	insight	NOUN
easat-6023	297	8	from	from	ADP
easat-6023	297	9	this	this	DET
easat-6023	297	10	study	study	NOUN
easat-6023	297	11	can	can	AUX
easat-6023	297	12	help	help	VERB
easat-6023	297	13	support	support	VERB
easat-6023	297	14	and	and	CCONJ
easat-6023	297	15	legitimize	legitimize	VERB
easat-6023	297	16	informal	informal	ADJ
easat-6023	297	17	apprenticeship	apprenticeship	NOUN
easat-6023	297	18	systems	system	NOUN
easat-6023	297	19	as	as	ADP
easat-6023	297	20	a	a	DET
easat-6023	297	21	viable	viable	ADJ
easat-6023	297	22	pathway	pathway	NOUN
easat-6023	297	23	to	to	ADP
easat-6023	297	24	entrepreneurship	entrepreneurship	NOUN
easat-6023	297	25	,	,	PUNCT
easat-6023	297	26	particularly	particularly	ADV
easat-6023	297	27	in	in	ADP
easat-6023	297	28	regions	region	NOUN
easat-6023	297	29	where	where	SCONJ
easat-6023	297	30	formal	formal	ADJ
easat-6023	297	31	education	education	NOUN
easat-6023	297	32	and	and	CCONJ
easat-6023	297	33	training	training	NOUN
easat-6023	297	34	are	be	AUX
easat-6023	297	35	less	less	ADV
easat-6023	297	36	accessible	accessible	ADJ
easat-6023	297	37	.	.	PUNCT
easat-6023	298	1	that	that	PRON
easat-6023	298	2	is	be	AUX
easat-6023	298	3	;	;	PUNCT
easat-6023	298	4	by	by	ADP
easat-6023	298	5	recognizing	recognize	VERB
easat-6023	298	6	and	and	CCONJ
easat-6023	298	7	formalizing	formalize	VERB
easat-6023	298	8	the	the	DET
easat-6023	298	9	role	role	NOUN
easat-6023	298	10	of	of	ADP
easat-6023	298	11	informal	informal	ADJ
easat-6023	298	12	apprenticeships	apprenticeship	NOUN
easat-6023	298	13	in	in	ADP
easat-6023	298	14	entrepreneurial	entrepreneurial	ADJ
easat-6023	298	15	success	success	NOUN
easat-6023	298	16	,	,	PUNCT
easat-6023	298	17	policies	policy	NOUN
easat-6023	298	18	can	can	AUX
easat-6023	298	19	be	be	AUX
easat-6023	298	20	designed	design	VERB
easat-6023	298	21	to	to	PART
easat-6023	298	22	empower	empower	VERB
easat-6023	298	23	more	more	ADJ
easat-6023	298	24	youth	youth	NOUN
easat-6023	298	25	and	and	CCONJ
easat-6023	298	26	individuals	individual	NOUN
easat-6023	298	27	from	from	ADP
easat-6023	298	28	disadvantaged	disadvantaged	ADJ
easat-6023	298	29	backgrounds	background	NOUN
easat-6023	298	30	to	to	PART
easat-6023	298	31	engage	engage	VERB
easat-6023	298	32	in	in	ADP
easat-6023	298	33	entrepreneurial	entrepreneurial	ADJ
easat-6023	298	34	activities	activity	NOUN
easat-6023	298	35	,	,	PUNCT
easat-6023	298	36	thereby	thereby	ADV
easat-6023	298	37	promoting	promote	VERB
easat-6023	298	38	inclusive	inclusive	ADJ
easat-6023	298	39	economic	economic	ADJ
easat-6023	298	40	growth	growth	NOUN
easat-6023	298	41	.	.	PUNCT
easat-6023	299	1	also	also	ADV
easat-6023	299	2	,	,	PUNCT
easat-6023	299	3	as	as	SCONJ
easat-6023	299	4	informal	informal	ADJ
easat-6023	299	5	apprenticeships	apprenticeship	NOUN
easat-6023	299	6	often	often	ADV
easat-6023	299	7	lead	lead	VERB
easat-6023	299	8	to	to	ADP
easat-6023	299	9	self	self	NOUN
easat-6023	299	10	-	-	PUNCT
easat-6023	299	11	employment	employment	NOUN
easat-6023	299	12	and	and	CCONJ
easat-6023	299	13	small	small	ADJ
easat-6023	299	14	business	business	NOUN
easat-6023	299	15	creation	creation	NOUN
easat-6023	299	16	,	,	PUNCT
easat-6023	299	17	which	which	PRON
easat-6023	299	18	are	be	AUX
easat-6023	299	19	critical	critical	ADJ
easat-6023	299	20	for	for	ADP
easat-6023	299	21	job	job	NOUN
easat-6023	299	22	creation	creation	NOUN
easat-6023	299	23	in	in	ADP
easat-6023	299	24	developing	develop	VERB
easat-6023	299	25	economies	economy	NOUN
easat-6023	299	26	like	like	ADP
easat-6023	299	27	ghana	ghana	PROPN
easat-6023	299	28	,	,	PUNCT
easat-6023	299	29	policies	policy	NOUN
easat-6023	299	30	that	that	PRON
easat-6023	299	31	encourage	encourage	VERB
easat-6023	299	32	and	and	CCONJ
easat-6023	299	33	support	support	VERB
easat-6023	299	34	informal	informal	ADJ
easat-6023	299	35	apprenticeships	apprenticeship	NOUN
easat-6023	299	36	can	can	AUX
easat-6023	299	37	contribute	contribute	VERB
easat-6023	299	38	to	to	ADP
easat-6023	299	39	reducing	reduce	VERB
easat-6023	299	40	unemployment	unemployment	NOUN
easat-6023	299	41	rates	rate	NOUN
easat-6023	299	42	and	and	CCONJ
easat-6023	299	43	alleviating	alleviate	VERB
easat-6023	299	44	poverty	poverty	NOUN
easat-6023	299	45	.	.	PUNCT
easat-6023	300	1	in	in	ADP
easat-6023	300	2	addition	addition	NOUN
easat-6023	300	3	,	,	PUNCT
easat-6023	300	4	policymakers	policymaker	NOUN
easat-6023	300	5	can	can	AUX
easat-6023	300	6	integrate	integrate	VERB
easat-6023	300	7	informal	informal	ADJ
easat-6023	300	8	apprenticeship	apprenticeship	NOUN
easat-6023	300	9	models	model	NOUN
easat-6023	300	10	into	into	ADP
easat-6023	300	11	national	national	ADJ
easat-6023	300	12	skill	skill	NOUN
easat-6023	300	13	development	development	NOUN
easat-6023	300	14	programs	program	NOUN
easat-6023	300	15	,	,	PUNCT
easat-6023	300	16	creating	create	VERB
easat-6023	300	17	a	a	DET
easat-6023	300	18	structured	structured	ADJ
easat-6023	300	19	pathway	pathway	NOUN
easat-6023	300	20	that	that	PRON
easat-6023	300	21	supports	support	VERB
easat-6023	300	22	the	the	DET
easat-6023	300	23	transition	transition	NOUN
easat-6023	300	24	from	from	ADP
easat-6023	300	25	apprenticeship	apprenticeship	NOUN
easat-6023	300	26	to	to	ADP
easat-6023	300	27	business	business	NOUN
easat-6023	300	28	ownership	ownership	NOUN
easat-6023	300	29	[	[	X
easat-6023	300	30	46	46	NUM
easat-6023	300	31	]	]	PUNCT
easat-6023	300	32	.	.	PUNCT
easat-6023	301	1	5.4	5.4	NUM
easat-6023	301	2	.	.	PUNCT
easat-6023	301	3	formalization	formalization	NOUN
easat-6023	301	4	and	and	CCONJ
easat-6023	301	5	regulation	regulation	NOUN
easat-6023	301	6	with	with	ADP
easat-6023	301	7	regards	regard	NOUN
easat-6023	301	8	to	to	ADP
easat-6023	301	9	formalizing	formalizing	NOUN
easat-6023	301	10	,	,	PUNCT
easat-6023	301	11	insights	insight	NOUN
easat-6023	301	12	from	from	ADP
easat-6023	301	13	the	the	DET
easat-6023	301	14	study	study	NOUN
easat-6023	301	15	can	can	AUX
easat-6023	301	16	inform	inform	VERB
easat-6023	301	17	policies	policy	NOUN
easat-6023	301	18	aimed	aim	VERB
easat-6023	301	19	at	at	ADP
easat-6023	301	20	standardizing	standardize	VERB
easat-6023	301	21	and	and	CCONJ
easat-6023	301	22	regulating	regulate	VERB
easat-6023	301	23	informal	informal	ADJ
easat-6023	301	24	apprenticeships	apprenticeship	NOUN
easat-6023	301	25	to	to	PART
easat-6023	301	26	ensure	ensure	VERB
easat-6023	301	27	quality	quality	NOUN
easat-6023	301	28	training	training	NOUN
easat-6023	301	29	,	,	PUNCT
easat-6023	301	30	fair	fair	ADJ
easat-6023	301	31	working	working	NOUN
easat-6023	301	32	conditions	condition	NOUN
easat-6023	301	33	,	,	PUNCT
easat-6023	301	34	and	and	CCONJ
easat-6023	301	35	the	the	DET
easat-6023	301	36	protection	protection	NOUN
easat-6023	301	37	of	of	ADP
easat-6023	301	38	apprentices	apprentice	NOUN
easat-6023	301	39	'	'	PART
easat-6023	301	40	rights	right	NOUN
easat-6023	301	41	.	.	PUNCT
easat-6023	302	1	ghana	ghana	PROPN
easat-6023	302	2	government	government	PROPN
easat-6023	302	3	could	could	AUX
easat-6023	302	4	develop	develop	VERB
easat-6023	302	5	incentives	incentive	NOUN
easat-6023	302	6	for	for	SCONJ
easat-6023	302	7	businesses	business	NOUN
easat-6023	302	8	and	and	CCONJ
easat-6023	302	9	mentors	mentor	NOUN
easat-6023	302	10	to	to	PART
easat-6023	302	11	formalize	formalize	VERB
easat-6023	302	12	informal	informal	ADJ
easat-6023	302	13	apprenticeships	apprenticeship	NOUN
easat-6023	302	14	,	,	PUNCT
easat-6023	302	15	such	such	ADJ
easat-6023	302	16	as	as	ADP
easat-6023	302	17	tax	tax	NOUN
easat-6023	302	18	breaks	break	NOUN
easat-6023	302	19	,	,	PUNCT
easat-6023	302	20	grants	grant	NOUN
easat-6023	302	21	,	,	PUNCT
easat-6023	302	22	or	or	CCONJ
easat-6023	302	23	access	access	NOUN
easat-6023	302	24	to	to	ADP
easat-6023	302	25	microfinance	microfinance	NOUN
easat-6023	302	26	,	,	PUNCT
easat-6023	302	27	which	which	PRON
easat-6023	302	28	would	would	AUX
easat-6023	302	29	help	help	VERB
easat-6023	302	30	transition	transition	VERB
easat-6023	302	31	these	these	DET
easat-6023	302	32	apprenticeships	apprenticeship	NOUN
easat-6023	302	33	into	into	ADP
easat-6023	302	34	more	more	ADV
easat-6023	302	35	structured	structured	ADJ
easat-6023	302	36	and	and	CCONJ
easat-6023	302	37	recognized	recognize	VERB
easat-6023	302	38	forms	form	NOUN
easat-6023	302	39	of	of	ADP
easat-6023	302	40	vocational	vocational	ADJ
easat-6023	302	41	training	training	NOUN
easat-6023	302	42	.	.	PUNCT
easat-6023	303	1	5.5	5.5	NUM
easat-6023	303	2	.	.	PUNCT
easat-6023	304	1	cultural	cultural	ADJ
easat-6023	304	2	and	and	CCONJ
easat-6023	304	3	social	social	ADJ
easat-6023	304	4	integration	integration	NOUN
easat-6023	304	5	informal	informal	ADJ
easat-6023	304	6	apprenticeships	apprenticeship	NOUN
easat-6023	304	7	are	be	AUX
easat-6023	304	8	often	often	ADV
easat-6023	304	9	deeply	deeply	ADV
easat-6023	304	10	rooted	root	VERB
easat-6023	304	11	in	in	ADP
easat-6023	304	12	the	the	DET
easat-6023	304	13	cultural	cultural	ADJ
easat-6023	304	14	fabric	fabric	NOUN
easat-6023	304	15	of	of	ADP
easat-6023	304	16	societies	society	NOUN
easat-6023	304	17	.	.	PUNCT
easat-6023	305	1	policymakers	policymaker	NOUN
easat-6023	305	2	can	can	AUX
easat-6023	305	3	design	design	VERB
easat-6023	305	4	programs	program	NOUN
easat-6023	305	5	that	that	PRON
easat-6023	305	6	preserve	preserve	VERB
easat-6023	305	7	and	and	CCONJ
easat-6023	305	8	promote	promote	VERB
easat-6023	305	9	these	these	DET
easat-6023	305	10	cultural	cultural	ADJ
easat-6023	305	11	practices	practice	NOUN
easat-6023	305	12	while	while	SCONJ
easat-6023	305	13	integrating	integrate	VERB
easat-6023	305	14	modern	modern	ADJ
easat-6023	305	15	entrepreneurial	entrepreneurial	ADJ
easat-6023	305	16	and	and	CCONJ
easat-6023	305	17	business	business	NOUN
easat-6023	305	18	management	management	NOUN
easat-6023	305	19	skills	skill	NOUN
easat-6023	305	20	.	.	PUNCT
easat-6023	306	1	also	also	ADV
easat-6023	306	2	,	,	PUNCT
easat-6023	306	3	policies	policy	NOUN
easat-6023	306	4	that	that	PRON
easat-6023	306	5	support	support	VERB
easat-6023	306	6	informal	informal	ADJ
easat-6023	306	7	apprenticeship	apprenticeship	NOUN
easat-6023	306	8	as	as	ADP
easat-6023	306	9	a	a	DET
easat-6023	306	10	pathway	pathway	NOUN
easat-6023	306	11	to	to	ADP
easat-6023	306	12	entrepreneurship	entrepreneurship	NOUN
easat-6023	306	13	can	can	AUX
easat-6023	306	14	be	be	AUX
easat-6023	306	15	part	part	NOUN
easat-6023	306	16	of	of	ADP
easat-6023	306	17	broader	broad	ADJ
easat-6023	306	18	youth	youth	NOUN
easat-6023	306	19	empowerment	empowerment	NOUN
easat-6023	306	20	strategies	strategy	NOUN
easat-6023	306	21	,	,	PUNCT
easat-6023	306	22	helping	help	VERB
easat-6023	306	23	to	to	PART
easat-6023	306	24	address	address	VERB
easat-6023	306	25	issues	issue	NOUN
easat-6023	306	26	of	of	ADP
easat-6023	306	27	youth	youth	NOUN
easat-6023	306	28	unemployment	unemployment	NOUN
easat-6023	306	29	and	and	CCONJ
easat-6023	306	30	social	social	ADJ
easat-6023	306	31	exclusion	exclusion	NOUN
easat-6023	306	32	.	.	PUNCT
easat-6023	307	1	5.6	5.6	NUM
easat-6023	307	2	.	.	PUNCT
easat-6023	307	3	limitation	limitation	NOUN
easat-6023	307	4	and	and	CCONJ
easat-6023	307	5	future	future	ADJ
easat-6023	307	6	research	research	NOUN
easat-6023	307	7	direction	direction	NOUN
easat-6023	307	8	one	one	NUM
easat-6023	307	9	significant	significant	ADJ
easat-6023	307	10	limitation	limitation	NOUN
easat-6023	307	11	of	of	ADP
easat-6023	307	12	this	this	DET
easat-6023	307	13	study	study	NOUN
easat-6023	307	14	is	be	AUX
easat-6023	307	15	the	the	DET
easat-6023	307	16	potential	potential	ADJ
easat-6023	307	17	lack	lack	NOUN
easat-6023	307	18	of	of	ADP
easat-6023	307	19	generalizability	generalizability	NOUN
easat-6023	307	20	beyond	beyond	ADP
easat-6023	307	21	the	the	DET
easat-6023	307	22	specific	specific	ADJ
easat-6023	307	23	cultural	cultural	ADJ
easat-6023	307	24	,	,	PUNCT
easat-6023	307	25	economic	economic	ADJ
easat-6023	307	26	,	,	PUNCT
easat-6023	307	27	and	and	CCONJ
easat-6023	307	28	social	social	ADJ
easat-6023	307	29	context	context	NOUN
easat-6023	307	30	of	of	ADP
easat-6023	307	31	ghana	ghana	PROPN
easat-6023	307	32	.	.	PUNCT
easat-6023	308	1	informal	informal	ADJ
easat-6023	308	2	apprenticeships	apprenticeship	NOUN
easat-6023	308	3	are	be	AUX
easat-6023	308	4	deeply	deeply	ADV
easat-6023	308	5	rooted	rooted	ADJ
easat-6023	308	6	in	in	ADP
easat-6023	308	7	local	local	ADJ
easat-6023	308	8	traditions	tradition	NOUN
easat-6023	308	9	,	,	PUNCT
easat-6023	308	10	norms	norm	NOUN
easat-6023	308	11	,	,	PUNCT
easat-6023	308	12	and	and	CCONJ
easat-6023	308	13	socioeconomic	socioeconomic	ADJ
easat-6023	308	14	conditions	condition	NOUN
easat-6023	308	15	,	,	PUNCT
easat-6023	308	16	which	which	PRON
easat-6023	308	17	can	can	AUX
easat-6023	308	18	vary	vary	VERB
easat-6023	308	19	widely	widely	ADV
easat-6023	308	20	across	across	ADP
easat-6023	308	21	different	different	ADJ
easat-6023	308	22	regions	region	NOUN
easat-6023	308	23	and	and	CCONJ
easat-6023	308	24	countries	country	NOUN
easat-6023	308	25	.	.	PUNCT
easat-6023	309	1	as	as	ADP
easat-6023	309	2	a	a	DET
easat-6023	309	3	result	result	NOUN
easat-6023	309	4	,	,	PUNCT
easat-6023	309	5	the	the	DET
easat-6023	309	6	findings	finding	NOUN
easat-6023	309	7	of	of	ADP
easat-6023	309	8	this	this	DET
easat-6023	309	9	study	study	NOUN
easat-6023	309	10	may	may	AUX
easat-6023	309	11	not	not	PART
easat-6023	309	12	fully	fully	ADV
easat-6023	309	13	apply	apply	VERB
easat-6023	309	14	to	to	ADP
easat-6023	309	15	other	other	ADJ
easat-6023	309	16	contexts	context	NOUN
easat-6023	309	17	where	where	SCONJ
easat-6023	309	18	informal	informal	ADJ
easat-6023	309	19	apprenticeship	apprenticeship	NOUN
easat-6023	309	20	systems	system	NOUN
easat-6023	309	21	operate	operate	VERB
easat-6023	309	22	differently	differently	ADV
easat-6023	309	23	or	or	CCONJ
easat-6023	309	24	where	where	SCONJ
easat-6023	309	25	the	the	DET
easat-6023	309	26	economic	economic	ADJ
easat-6023	309	27	environment	environment	NOUN
easat-6023	309	28	is	be	AUX
easat-6023	309	29	not	not	PART
easat-6023	309	30	comparable	comparable	ADJ
easat-6023	309	31	to	to	ADP
easat-6023	309	32	that	that	PRON
easat-6023	309	33	of	of	ADP
easat-6023	309	34	ghana	ghana	PROPN
easat-6023	309	35	.	.	PUNCT
easat-6023	310	1	one	one	NUM
easat-6023	310	2	key	key	ADJ
easat-6023	310	3	limitation	limitation	NOUN
easat-6023	310	4	of	of	ADP
easat-6023	310	5	using	use	VERB
easat-6023	310	6	the	the	DET
easat-6023	310	7	logit	logit	NOUN
easat-6023	310	8	model	model	NOUN
easat-6023	310	9	is	be	AUX
easat-6023	310	10	its	its	PRON
easat-6023	310	11	assumption	assumption	NOUN
easat-6023	310	12	of	of	ADP
easat-6023	310	13	the	the	DET
easat-6023	310	14	independence	independence	NOUN
easat-6023	310	15	of	of	ADP
easat-6023	310	16	irrelevant	irrelevant	ADJ
easat-6023	310	17	alternatives	alternative	NOUN
easat-6023	310	18	(	(	PUNCT
easat-6023	310	19	iia	iia	NOUN
easat-6023	310	20	)	)	PUNCT
easat-6023	310	21	.	.	PUNCT
easat-6023	311	1	the	the	DET
easat-6023	311	2	iia	iia	PROPN
easat-6023	311	3	assumption	assumption	NOUN
easat-6023	311	4	implies	imply	VERB
easat-6023	311	5	that	that	SCONJ
easat-6023	311	6	the	the	DET
easat-6023	311	7	relative	relative	ADJ
easat-6023	311	8	odds	odd	NOUN
easat-6023	311	9	of	of	ADP
easat-6023	311	10	choosing	choose	VERB
easat-6023	311	11	between	between	ADP
easat-6023	311	12	any	any	DET
easat-6023	311	13	two	two	NUM
easat-6023	311	14	alternatives	alternative	NOUN
easat-6023	311	15	are	be	AUX
easat-6023	311	16	unaffected	unaffected	ADJ
easat-6023	311	17	by	by	ADP
easat-6023	311	18	the	the	DET
easat-6023	311	19	presence	presence	NOUN
easat-6023	311	20	or	or	CCONJ
easat-6023	311	21	characteristics	characteristic	NOUN
easat-6023	311	22	of	of	ADP
easat-6023	311	23	other	other	ADJ
easat-6023	311	24	available	available	ADJ
easat-6023	311	25	choices	choice	NOUN
easat-6023	311	26	.	.	PUNCT
easat-6023	312	1	however	however	ADV
easat-6023	312	2	,	,	PUNCT
easat-6023	312	3	in	in	ADP
easat-6023	312	4	the	the	DET
easat-6023	312	5	real	real	ADJ
easat-6023	312	6	-	-	PUNCT
easat-6023	312	7	world	world	NOUN
easat-6023	312	8	context	context	NOUN
easat-6023	312	9	of	of	ADP
easat-6023	312	10	informal	informal	ADJ
easat-6023	312	11	apprenticeships	apprenticeship	NOUN
easat-6023	312	12	and	and	CCONJ
easat-6023	312	13	entrepreneurial	entrepreneurial	ADJ
easat-6023	312	14	pathways	pathway	NOUN
easat-6023	312	15	,	,	PUNCT
easat-6023	312	16	choices	choice	NOUN
easat-6023	312	17	may	may	AUX
easat-6023	312	18	not	not	PART
easat-6023	312	19	be	be	AUX
easat-6023	312	20	entirely	entirely	ADV
easat-6023	312	21	independent	independent	ADJ
easat-6023	312	22	.	.	PUNCT
easat-6023	313	1	for	for	ADP
easat-6023	313	2	instance	instance	NOUN
easat-6023	313	3	,	,	PUNCT
easat-6023	313	4	as	as	ADP
easat-6023	313	5	a	a	DET
easat-6023	313	6	necessary	necessary	ADJ
easat-6023	313	7	condition	condition	NOUN
easat-6023	313	8	in	in	ADP
easat-6023	313	9	this	this	DET
easat-6023	313	10	research	research	NOUN
easat-6023	313	11	,	,	PUNCT
easat-6023	313	12	it	it	PRON
easat-6023	313	13	was	be	AUX
easat-6023	313	14	assumed	assume	VERB
easat-6023	313	15	that	that	SCONJ
easat-6023	313	16	the	the	DET
easat-6023	313	17	selection	selection	NOUN
easat-6023	313	18	of	of	ADP
easat-6023	313	19	an	an	DET
easat-6023	313	20	apprenticeship	apprenticeship	NOUN
easat-6023	313	21	is	be	AUX
easat-6023	313	22	independent	independent	ADJ
easat-6023	313	23	of	of	ADP
easat-6023	313	24	the	the	DET
easat-6023	313	25	selection	selection	NOUN
easat-6023	313	26	of	of	ADP
easat-6023	313	27	the	the	DET
easat-6023	313	28	other	other	ADJ
easat-6023	313	29	.	.	PUNCT
easat-6023	314	1	however	however	ADV
easat-6023	314	2	,	,	PUNCT
easat-6023	314	3	the	the	DET
easat-6023	314	4	decision	decision	NOUN
easat-6023	314	5	to	to	PART
easat-6023	314	6	pursue	pursue	VERB
easat-6023	314	7	an	an	DET
easat-6023	314	8	informal	informal	ADJ
easat-6023	314	9	apprenticeship	apprenticeship	NOUN
easat-6023	314	10	might	might	AUX
easat-6023	314	11	be	be	AUX
easat-6023	314	12	closely	closely	ADV
easat-6023	314	13	related	relate	VERB
easat-6023	314	14	to	to	ADP
easat-6023	314	15	or	or	CCONJ
easat-6023	314	16	influenced	influence	VERB
easat-6023	314	17	by	by	ADP
easat-6023	314	18	the	the	DET
easat-6023	314	19	availability	availability	NOUN
easat-6023	314	20	and	and	CCONJ
easat-6023	314	21	attractiveness	attractiveness	NOUN
easat-6023	314	22	of	of	ADP
easat-6023	314	23	other	other	ADJ
easat-6023	314	24	options	option	NOUN
easat-6023	314	25	.	.	PUNCT
easat-6023	315	1	this	this	DET
easat-6023	315	2	assumption	assumption	NOUN
easat-6023	315	3	may	may	AUX
easat-6023	315	4	lead	lead	VERB
easat-6023	315	5	to	to	ADP
easat-6023	315	6	inaccurate	inaccurate	ADJ
easat-6023	315	7	or	or	CCONJ
easat-6023	315	8	biased	biased	ADJ
easat-6023	315	9	estimates	estimate	NOUN
easat-6023	315	10	if	if	SCONJ
easat-6023	315	11	the	the	DET
easat-6023	315	12	alternatives	alternative	NOUN
easat-6023	315	13	are	be	AUX
easat-6023	315	14	not	not	PART
easat-6023	315	15	truly	truly	ADV
easat-6023	315	16	independent	independent	ADJ
easat-6023	315	17	,	,	PUNCT
easat-6023	315	18	which	which	PRON
easat-6023	315	19	could	could	AUX
easat-6023	315	20	limit	limit	VERB
easat-6023	315	21	the	the	DET
easat-6023	315	22	model	model	NOUN
easat-6023	315	23	's	's	PART
easat-6023	315	24	ability	ability	NOUN
easat-6023	315	25	to	to	PART
easat-6023	315	26	fully	fully	ADV
easat-6023	315	27	capture	capture	VERB
easat-6023	315	28	the	the	DET
easat-6023	315	29	complexities	complexity	NOUN
easat-6023	315	30	of	of	ADP
easat-6023	315	31	decision	decision	NOUN
easat-6023	315	32	-	-	PUNCT
easat-6023	315	33	making	make	VERB
easat-6023	315	34	processes	process	NOUN
easat-6023	315	35	in	in	ADP
easat-6023	315	36	this	this	DET
easat-6023	315	37	context	context	NOUN
easat-6023	315	38	.	.	PUNCT
easat-6023	316	1	to	to	PART
easat-6023	316	2	mitigate	mitigate	VERB
easat-6023	316	3	the	the	DET
easat-6023	316	4	limitations	limitation	NOUN
easat-6023	316	5	,	,	PUNCT
easat-6023	316	6	future	future	ADJ
easat-6023	316	7	research	research	NOUN
easat-6023	316	8	could	could	AUX
easat-6023	316	9	consider	consider	VERB
easat-6023	316	10	using	use	VERB
easat-6023	316	11	other	other	ADJ
easat-6023	316	12	advanced	advanced	ADJ
easat-6023	316	13	models	model	NOUN
easat-6023	316	14	,	,	PUNCT
easat-6023	316	15	such	such	ADJ
easat-6023	316	16	as	as	ADP
easat-6023	316	17	the	the	DET
easat-6023	316	18	nested	nested	ADJ
easat-6023	316	19	logit	logit	PROPN
easat-6023	316	20	model	model	NOUN
easat-6023	316	21	or	or	CCONJ
easat-6023	316	22	a	a	DET
easat-6023	316	23	weighted	weight	VERB
easat-6023	316	24	logit	logit	NOUN
easat-6023	316	25	model	model	NOUN
easat-6023	316	26	,	,	PUNCT
easat-6023	316	27	which	which	PRON
easat-6023	316	28	allow	allow	VERB
easat-6023	316	29	for	for	ADP
easat-6023	316	30	relaxation	relaxation	NOUN
easat-6023	316	31	of	of	ADP
easat-6023	316	32	the	the	DET
easat-6023	316	33	iia	iia	NOUN
easat-6023	316	34	assumption	assumption	NOUN
easat-6023	316	35	.	.	PUNCT
easat-6023	317	1	these	these	DET
easat-6023	317	2	models	model	NOUN
easat-6023	317	3	may	may	AUX
easat-6023	317	4	account	account	VERB
easat-6023	317	5	for	for	ADP
easat-6023	317	6	potential	potential	ADJ
easat-6023	317	7	correlations	correlation	NOUN
easat-6023	317	8	between	between	ADP
easat-6023	317	9	alternatives	alternative	NOUN
easat-6023	317	10	,	,	PUNCT
easat-6023	317	11	providing	provide	VERB
easat-6023	317	12	a	a	DET
easat-6023	317	13	more	more	ADV
easat-6023	317	14	accurate	accurate	ADJ
easat-6023	317	15	representation	representation	NOUN
easat-6023	317	16	of	of	ADP
easat-6023	317	17	the	the	DET
easat-6023	317	18	decision	decision	NOUN
easat-6023	317	19	-	-	PUNCT
easat-6023	317	20	making	make	VERB
easat-6023	317	21	process	process	NOUN
easat-6023	317	22	in	in	ADP
easat-6023	317	23	choosing	choose	VERB
easat-6023	317	24	informal	informal	ADJ
easat-6023	317	25	apprenticeship	apprenticeship	NOUN
easat-6023	317	26	pathways	pathway	NOUN
easat-6023	317	27	.	.	PUNCT
easat-6023	318	1	515	515	NUM
easat-6023	318	2	edelweiss	edelweiss	PROPN
easat-6023	318	3	applied	apply	VERB
easat-6023	318	4	science	science	NOUN
easat-6023	318	5	and	and	CCONJ
easat-6023	318	6	technology	technology	NOUN
easat-6023	318	7	issn	issn	PROPN
easat-6023	318	8	:	:	PUNCT
easat-6023	318	9	2576	2576	NUM
easat-6023	318	10	-	-	SYM
easat-6023	318	11	8484	8484	NUM
easat-6023	318	12	vol	vol	NOUN
easat-6023	318	13	.	.	PROPN
easat-6023	319	1	9	9	NUM
easat-6023	319	2	,	,	PUNCT
easat-6023	319	3	no	no	INTJ
easat-6023	319	4	.	.	NOUN
easat-6023	319	5	4	4	NUM
easat-6023	319	6	:	:	PUNCT
easat-6023	319	7	503	503	NUM
easat-6023	319	8	-	-	NUM
easat-6023	319	9	517	517	NUM
easat-6023	319	10	,	,	PUNCT
easat-6023	319	11	2025	2025	NUM
easat-6023	319	12	doi	doi	NOUN
easat-6023	319	13	:	:	PUNCT
easat-6023	319	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	319	15	©	©	PROPN
easat-6023	319	16	2025	2025	NUM
easat-6023	319	17	by	by	ADP
easat-6023	319	18	the	the	DET
easat-6023	319	19	authors	author	NOUN
easat-6023	319	20	;	;	PUNCT
easat-6023	319	21	licensee	licensee	PROPN
easat-6023	319	22	learning	learning	NOUN
easat-6023	319	23	gate	gate	NOUN
easat-6023	319	24	also	also	ADV
easat-6023	319	25	,	,	PUNCT
easat-6023	319	26	future	future	ADJ
easat-6023	319	27	research	research	NOUN
easat-6023	319	28	could	could	AUX
easat-6023	319	29	explore	explore	VERB
easat-6023	319	30	a	a	DET
easat-6023	319	31	comparative	comparative	ADJ
easat-6023	319	32	analysis	analysis	NOUN
easat-6023	319	33	of	of	ADP
easat-6023	319	34	informal	informal	ADJ
easat-6023	319	35	apprenticeship	apprenticeship	NOUN
easat-6023	319	36	systems	system	NOUN
easat-6023	319	37	across	across	ADP
easat-6023	319	38	different	different	ADJ
easat-6023	319	39	countries	country	NOUN
easat-6023	319	40	or	or	CCONJ
easat-6023	319	41	regions	region	NOUN
easat-6023	319	42	.	.	PUNCT
easat-6023	320	1	this	this	PRON
easat-6023	320	2	could	could	AUX
easat-6023	320	3	involve	involve	VERB
easat-6023	320	4	examining	examine	VERB
easat-6023	320	5	how	how	SCONJ
easat-6023	320	6	variations	variation	NOUN
easat-6023	320	7	in	in	ADP
easat-6023	320	8	cultural	cultural	ADJ
easat-6023	320	9	practices	practice	NOUN
easat-6023	320	10	,	,	PUNCT
easat-6023	320	11	economic	economic	ADJ
easat-6023	320	12	development	development	NOUN
easat-6023	320	13	levels	level	NOUN
easat-6023	320	14	,	,	PUNCT
easat-6023	320	15	and	and	CCONJ
easat-6023	320	16	government	government	NOUN
easat-6023	320	17	policies	policy	NOUN
easat-6023	320	18	influence	influence	VERB
easat-6023	320	19	the	the	DET
easat-6023	320	20	effectiveness	effectiveness	NOUN
easat-6023	320	21	of	of	ADP
easat-6023	320	22	informal	informal	ADJ
easat-6023	320	23	apprenticeships	apprenticeship	NOUN
easat-6023	320	24	as	as	ADP
easat-6023	320	25	a	a	DET
easat-6023	320	26	pathway	pathway	NOUN
easat-6023	320	27	to	to	ADP
easat-6023	320	28	entrepreneurial	entrepreneurial	ADJ
easat-6023	320	29	success	success	NOUN
easat-6023	320	30	.	.	PUNCT
easat-6023	321	1	comparative	comparative	ADJ
easat-6023	321	2	studies	study	NOUN
easat-6023	321	3	would	would	AUX
easat-6023	321	4	provide	provide	VERB
easat-6023	321	5	a	a	DET
easat-6023	321	6	broader	broad	ADJ
easat-6023	321	7	understanding	understanding	NOUN
easat-6023	321	8	of	of	ADP
easat-6023	321	9	the	the	DET
easat-6023	321	10	role	role	NOUN
easat-6023	321	11	of	of	ADP
easat-6023	321	12	informal	informal	ADJ
easat-6023	321	13	apprenticeships	apprenticeship	NOUN
easat-6023	321	14	in	in	ADP
easat-6023	321	15	different	different	ADJ
easat-6023	321	16	contexts	context	NOUN
easat-6023	321	17	and	and	CCONJ
easat-6023	321	18	could	could	AUX
easat-6023	321	19	inform	inform	VERB
easat-6023	321	20	more	more	ADJ
easat-6023	321	21	tailored	tailor	VERB
easat-6023	321	22	policy	policy	NOUN
easat-6023	321	23	recommendations	recommendation	NOUN
easat-6023	321	24	for	for	ADP
easat-6023	321	25	diverse	diverse	ADJ
easat-6023	321	26	settings	setting	NOUN
easat-6023	321	27	.	.	PUNCT
easat-6023	322	1	additionally	additionally	ADV
easat-6023	322	2	,	,	PUNCT
easat-6023	322	3	further	further	ADJ
easat-6023	322	4	studies	study	NOUN
easat-6023	322	5	could	could	AUX
easat-6023	322	6	consider	consider	VERB
easat-6023	322	7	highlighting	highlight	VERB
easat-6023	322	8	different	different	ADJ
easat-6023	322	9	realities	reality	NOUN
easat-6023	322	10	such	such	ADJ
easat-6023	322	11	as	as	ADP
easat-6023	322	12	,	,	PUNCT
easat-6023	322	13	how	how	SCONJ
easat-6023	322	14	high	high	ADJ
easat-6023	322	15	school	school	NOUN
easat-6023	322	16	dropout	dropout	NOUN
easat-6023	322	17	rates	rate	NOUN
easat-6023	322	18	and	and	CCONJ
easat-6023	322	19	youth	youth	NOUN
easat-6023	322	20	unemployment	unemployment	NOUN
easat-6023	322	21	influence	influence	NOUN
easat-6023	322	22	apprenticeship	apprenticeship	NOUN
easat-6023	322	23	career	career	NOUN
easat-6023	322	24	paths	path	NOUN
easat-6023	322	25	.	.	PUNCT
easat-6023	323	1	in	in	ADP
easat-6023	323	2	conclusion	conclusion	NOUN
easat-6023	323	3	,	,	PUNCT
easat-6023	323	4	the	the	DET
easat-6023	323	5	logit	logit	PROPN
easat-6023	323	6	model	model	NOUN
easat-6023	323	7	provides	provide	VERB
easat-6023	323	8	a	a	DET
easat-6023	323	9	robust	robust	ADJ
easat-6023	323	10	theoretical	theoretical	ADJ
easat-6023	323	11	framework	framework	NOUN
easat-6023	323	12	for	for	ADP
easat-6023	323	13	analysing	analyse	VERB
easat-6023	323	14	the	the	DET
easat-6023	323	15	factors	factor	NOUN
easat-6023	323	16	influencing	influence	VERB
easat-6023	323	17	informal	informal	ADJ
easat-6023	323	18	apprenticeship	apprenticeship	NOUN
easat-6023	323	19	choices	choice	NOUN
easat-6023	323	20	,	,	PUNCT
easat-6023	323	21	offering	offer	VERB
easat-6023	323	22	insights	insight	NOUN
easat-6023	323	23	that	that	PRON
easat-6023	323	24	are	be	AUX
easat-6023	323	25	valuable	valuable	ADJ
easat-6023	323	26	for	for	ADP
easat-6023	323	27	both	both	CCONJ
easat-6023	323	28	academic	academic	ADJ
easat-6023	323	29	research	research	NOUN
easat-6023	323	30	and	and	CCONJ
easat-6023	323	31	practical	practical	ADJ
easat-6023	323	32	policymaking	policymaking	NOUN
easat-6023	323	33	.	.	PUNCT
easat-6023	324	1	this	this	DET
easat-6023	324	2	study	study	NOUN
easat-6023	324	3	also	also	ADV
easat-6023	324	4	contributes	contribute	VERB
easat-6023	324	5	to	to	ADP
easat-6023	324	6	a	a	DET
easat-6023	324	7	paradigm	paradigm	NOUN
easat-6023	324	8	shift	shift	NOUN
easat-6023	324	9	in	in	ADP
easat-6023	324	10	the	the	DET
easat-6023	324	11	perception	perception	NOUN
easat-6023	324	12	of	of	ADP
easat-6023	324	13	informal	informal	ADJ
easat-6023	324	14	apprenticeships	apprenticeship	NOUN
easat-6023	324	15	towards	towards	ADP
easat-6023	324	16	intrapreneurial	intrapreneurial	ADJ
easat-6023	324	17	success	success	NOUN
easat-6023	324	18	in	in	ADP
easat-6023	324	19	ghana	ghana	PROPN
easat-6023	324	20	.	.	PUNCT
easat-6023	325	1	it	it	PRON
easat-6023	325	2	highlights	highlight	VERB
easat-6023	325	3	their	their	PRON
easat-6023	325	4	potential	potential	NOUN
easat-6023	325	5	as	as	ADP
easat-6023	325	6	a	a	DET
easat-6023	325	7	viable	viable	ADJ
easat-6023	325	8	pathway	pathway	NOUN
easat-6023	325	9	to	to	ADP
easat-6023	325	10	entrepreneurship	entrepreneurship	NOUN
easat-6023	325	11	,	,	PUNCT
easat-6023	325	12	promoting	promote	VERB
easat-6023	325	13	self	self	NOUN
easat-6023	325	14	-	-	PUNCT
easat-6023	325	15	employment	employment	NOUN
easat-6023	325	16	and	and	CCONJ
easat-6023	325	17	economic	economic	ADJ
easat-6023	325	18	empowerment	empowerment	NOUN
easat-6023	325	19	.	.	PUNCT
easat-6023	326	1	moving	move	VERB
easat-6023	326	2	forward	forward	ADV
easat-6023	326	3	,	,	PUNCT
easat-6023	326	4	this	this	PRON
easat-6023	326	5	necessitates	necessitate	VERB
easat-6023	326	6	policy	policy	NOUN
easat-6023	326	7	changes	change	NOUN
easat-6023	326	8	and	and	CCONJ
easat-6023	326	9	stakeholder	stakeholder	NOUN
easat-6023	326	10	collaborations	collaboration	NOUN
easat-6023	326	11	to	to	PART
easat-6023	326	12	create	create	VERB
easat-6023	326	13	a	a	DET
easat-6023	326	14	more	more	ADV
easat-6023	326	15	supportive	supportive	ADJ
easat-6023	326	16	environment	environment	NOUN
easat-6023	326	17	for	for	ADP
easat-6023	326	18	informal	informal	ADJ
easat-6023	326	19	apprenticeships	apprenticeship	NOUN
easat-6023	326	20	.	.	PUNCT
easat-6023	327	1	this	this	PRON
easat-6023	327	2	could	could	AUX
easat-6023	327	3	include	include	VERB
easat-6023	327	4	diversifying	diversify	VERB
easat-6023	327	5	apprenticeship	apprenticeship	NOUN
easat-6023	327	6	options	option	NOUN
easat-6023	327	7	,	,	PUNCT
easat-6023	327	8	providing	provide	VERB
easat-6023	327	9	entrepreneurial	entrepreneurial	ADJ
easat-6023	327	10	guidance	guidance	NOUN
easat-6023	327	11	and	and	CCONJ
easat-6023	327	12	training	training	NOUN
easat-6023	327	13	within	within	ADP
easat-6023	327	14	apprenticeships	apprenticeship	NOUN
easat-6023	327	15	,	,	PUNCT
easat-6023	327	16	and	and	CCONJ
easat-6023	327	17	fostering	foster	VERB
easat-6023	327	18	collaboration	collaboration	NOUN
easat-6023	327	19	between	between	ADP
easat-6023	327	20	formal	formal	ADJ
easat-6023	327	21	education	education	NOUN
easat-6023	327	22	and	and	CCONJ
easat-6023	327	23	informal	informal	ADJ
easat-6023	327	24	apprenticeship	apprenticeship	NOUN
easat-6023	327	25	systems	system	NOUN
easat-6023	327	26	.	.	PUNCT
easat-6023	328	1	funding	funding	NOUN
easat-6023	328	2	:	:	PUNCT
easat-6023	328	3	this	this	DET
easat-6023	328	4	study	study	NOUN
easat-6023	328	5	received	receive	VERB
easat-6023	328	6	no	no	DET
easat-6023	328	7	specific	specific	ADJ
easat-6023	328	8	financial	financial	ADJ
easat-6023	328	9	support	support	NOUN
easat-6023	328	10	.	.	PUNCT
easat-6023	329	1	institutional	institutional	ADJ
easat-6023	329	2	review	review	PROPN
easat-6023	329	3	board	board	NOUN
easat-6023	329	4	statement	statement	NOUN
easat-6023	329	5	:	:	PUNCT
easat-6023	329	6	authors	author	NOUN
easat-6023	329	7	sort	sort	VERB
easat-6023	329	8	the	the	DET
easat-6023	329	9	consent	consent	NOUN
easat-6023	329	10	of	of	ADP
easat-6023	329	11	the	the	DET
easat-6023	329	12	individual	individual	ADJ
easat-6023	329	13	respondents	respondent	NOUN
easat-6023	329	14	in	in	ADP
easat-6023	329	15	the	the	DET
easat-6023	329	16	informal	informal	ADJ
easat-6023	329	17	sector	sector	NOUN
easat-6023	329	18	before	before	ADP
easat-6023	329	19	administering	administer	VERB
easat-6023	329	20	the	the	DET
easat-6023	329	21	questionnaire	questionnaire	NOUN
easat-6023	329	22	as	as	ADP
easat-6023	329	23	a	a	DET
easat-6023	329	24	basic	basic	ADJ
easat-6023	329	25	requirement	requirement	NOUN
easat-6023	329	26	in	in	ADP
easat-6023	329	27	ghana	ghana	PROPN
easat-6023	329	28	.	.	PUNCT
easat-6023	330	1	transparency	transparency	NOUN
easat-6023	330	2	:	:	PUNCT
easat-6023	330	3	the	the	DET
easat-6023	330	4	authors	author	NOUN
easat-6023	330	5	confirm	confirm	VERB
easat-6023	330	6	that	that	SCONJ
easat-6023	330	7	the	the	DET
easat-6023	330	8	manuscript	manuscript	NOUN
easat-6023	330	9	is	be	AUX
easat-6023	330	10	an	an	DET
easat-6023	330	11	honest	honest	ADJ
easat-6023	330	12	,	,	PUNCT
easat-6023	330	13	accurate	accurate	ADJ
easat-6023	330	14	and	and	CCONJ
easat-6023	330	15	transparent	transparent	ADJ
easat-6023	330	16	account	account	NOUN
easat-6023	330	17	of	of	ADP
easat-6023	330	18	the	the	DET
easat-6023	330	19	study	study	NOUN
easat-6023	330	20	that	that	SCONJ
easat-6023	330	21	no	no	DET
easat-6023	330	22	vital	vital	ADJ
easat-6023	330	23	features	feature	NOUN
easat-6023	330	24	of	of	ADP
easat-6023	330	25	the	the	DET
easat-6023	330	26	study	study	NOUN
easat-6023	330	27	have	have	AUX
easat-6023	330	28	been	be	AUX
easat-6023	330	29	omitted	omit	VERB
easat-6023	330	30	and	and	CCONJ
easat-6023	330	31	that	that	SCONJ
easat-6023	330	32	any	any	DET
easat-6023	330	33	discrepancies	discrepancy	NOUN
easat-6023	330	34	from	from	ADP
easat-6023	330	35	the	the	DET
easat-6023	330	36	study	study	NOUN
easat-6023	330	37	as	as	SCONJ
easat-6023	330	38	planned	plan	VERB
easat-6023	330	39	have	have	AUX
easat-6023	330	40	been	be	AUX
easat-6023	330	41	explained	explain	VERB
easat-6023	330	42	.	.	PUNCT
easat-6023	331	1	this	this	DET
easat-6023	331	2	study	study	NOUN
easat-6023	331	3	followed	follow	VERB
easat-6023	331	4	all	all	DET
easat-6023	331	5	ethical	ethical	ADJ
easat-6023	331	6	practices	practice	NOUN
easat-6023	331	7	during	during	ADP
easat-6023	331	8	writing	writing	NOUN
easat-6023	331	9	.	.	PUNCT
easat-6023	332	1	competing	compete	VERB
easat-6023	332	2	interests	interest	NOUN
easat-6023	332	3	:	:	PUNCT
easat-6023	332	4	the	the	DET
easat-6023	332	5	authors	author	NOUN
easat-6023	332	6	declare	declare	VERB
easat-6023	332	7	that	that	SCONJ
easat-6023	332	8	they	they	PRON
easat-6023	332	9	have	have	VERB
easat-6023	332	10	no	no	DET
easat-6023	332	11	competing	compete	VERB
easat-6023	332	12	interests	interest	NOUN
easat-6023	332	13	.	.	PUNCT
easat-6023	333	1	authors	author	NOUN
easat-6023	333	2	’	'	PUNCT
easat-6023	333	3	contributions	contribution	NOUN
easat-6023	333	4	:	:	PUNCT
easat-6023	333	5	the	the	DET
easat-6023	333	6	first	first	ADJ
easat-6023	333	7	author	author	NOUN
easat-6023	333	8	(	(	PUNCT
easat-6023	333	9	gm	gm	PROPN
easat-6023	333	10	)	)	PUNCT
easat-6023	333	11	is	be	AUX
easat-6023	333	12	responsible	responsible	ADJ
easat-6023	333	13	for	for	ADP
easat-6023	333	14	the	the	DET
easat-6023	333	15	conception	conception	NOUN
easat-6023	333	16	,	,	PUNCT
easat-6023	333	17	initial	initial	ADJ
easat-6023	333	18	draft	draft	NOUN
easat-6023	333	19	,	,	PUNCT
easat-6023	333	20	preparation	preparation	NOUN
easat-6023	333	21	,	,	PUNCT
easat-6023	333	22	and	and	CCONJ
easat-6023	333	23	analysis	analysis	NOUN
easat-6023	333	24	.	.	PUNCT
easat-6023	334	1	the	the	DET
easat-6023	334	2	entire	entire	ADJ
easat-6023	334	3	work	work	NOUN
easat-6023	334	4	was	be	AUX
easat-6023	334	5	overseen	oversee	VERB
easat-6023	334	6	and	and	CCONJ
easat-6023	334	7	edited	edit	VERB
easat-6023	334	8	by	by	ADP
easat-6023	334	9	the	the	DET
easat-6023	334	10	second	second	ADJ
easat-6023	334	11	author	author	NOUN
easat-6023	334	12	(	(	PUNCT
easat-6023	334	13	cdn	cdn	PROPN
easat-6023	334	14	)	)	PUNCT
easat-6023	334	15	.	.	PUNCT
easat-6023	335	1	the	the	DET
easat-6023	335	2	third	third	ADJ
easat-6023	335	3	author	author	NOUN
easat-6023	335	4	(	(	PUNCT
easat-6023	335	5	ea	ea	NOUN
easat-6023	335	6	)	)	PUNCT
easat-6023	335	7	ran	run	VERB
easat-6023	335	8	the	the	DET
easat-6023	335	9	data	datum	NOUN
easat-6023	335	10	using	use	VERB
easat-6023	335	11	the	the	DET
easat-6023	335	12	statistical	statistical	ADJ
easat-6023	335	13	program	program	NOUN
easat-6023	335	14	r	r	NOUN
easat-6023	335	15	,	,	PUNCT
easat-6023	335	16	then	then	ADV
easat-6023	335	17	prepared	prepare	VERB
easat-6023	335	18	the	the	DET
easat-6023	335	19	results	result	NOUN
easat-6023	335	20	for	for	ADP
easat-6023	335	21	the	the	DET
easat-6023	335	22	first	first	ADJ
easat-6023	335	23	draft	draft	NOUN
easat-6023	335	24	.	.	PUNCT
easat-6023	336	1	this	this	DET
easat-6023	336	2	fourth	fourth	ADJ
easat-6023	336	3	author	author	NOUN
easat-6023	336	4	(	(	PUNCT
easat-6023	336	5	sty	sty	PROPN
easat-6023	336	6	)	)	PUNCT
easat-6023	336	7	validated	validate	VERB
easat-6023	336	8	the	the	DET
easat-6023	336	9	technique	technique	NOUN
easat-6023	336	10	.	.	PUNCT
easat-6023	337	1	after	after	ADP
easat-6023	337	2	reading	read	VERB
easat-6023	337	3	the	the	DET
easat-6023	337	4	published	publish	VERB
easat-6023	337	5	version	version	NOUN
easat-6023	337	6	of	of	ADP
easat-6023	337	7	the	the	DET
easat-6023	337	8	manuscript	manuscript	NOUN
easat-6023	337	9	,	,	PUNCT
easat-6023	337	10	all	all	DET
easat-6023	337	11	writers	writer	NOUN
easat-6023	337	12	have	have	AUX
easat-6023	337	13	given	give	VERB
easat-6023	337	14	their	their	PRON
easat-6023	337	15	approval	approval	NOUN
easat-6023	337	16	.	.	PUNCT
easat-6023	338	1	acknowledgement	acknowledgement	NOUN
easat-6023	338	2	:	:	PUNCT
easat-6023	338	3	gratitude	gratitude	NOUN
easat-6023	338	4	is	be	AUX
easat-6023	338	5	expressed	express	VERB
easat-6023	338	6	to	to	ADP
easat-6023	338	7	all	all	DET
easat-6023	338	8	those	those	PRON
easat-6023	338	9	who	who	PRON
easat-6023	338	10	assisted	assist	VERB
easat-6023	338	11	in	in	ADP
easat-6023	338	12	data	datum	NOUN
easat-6023	338	13	collection	collection	NOUN
easat-6023	338	14	,	,	PUNCT
easat-6023	338	15	especially	especially	ADV
easat-6023	338	16	dr	dr	PROPN
easat-6023	338	17	.	.	PROPN
easat-6023	338	18	michael	michael	PROPN
easat-6023	338	19	manford	manford	PROPN
easat-6023	338	20	,	,	PUNCT
easat-6023	338	21	mr	mr	PROPN
easat-6023	338	22	.	.	PROPN
easat-6023	338	23	sampson	sampson	PROPN
easat-6023	338	24	quinoo	quinoo	PROPN
easat-6023	338	25	and	and	CCONJ
easat-6023	338	26	mr	mr	PROPN
easat-6023	338	27	.	.	PROPN
easat-6023	338	28	paul	paul	PROPN
easat-6023	338	29	bosomtwi	bosomtwi	PROPN
easat-6023	338	30	.	.	PUNCT
easat-6023	339	1	copyright	copyright	NOUN
easat-6023	339	2	:	:	PUNCT
easat-6023	339	3	©	©	PROPN
easat-6023	339	4	2025	2025	NUM
easat-6023	339	5	by	by	ADP
easat-6023	339	6	the	the	DET
easat-6023	339	7	authors	author	NOUN
easat-6023	339	8	.	.	PUNCT
easat-6023	340	1	this	this	DET
easat-6023	340	2	article	article	NOUN
easat-6023	340	3	is	be	AUX
easat-6023	340	4	an	an	DET
easat-6023	340	5	open	open	ADJ
easat-6023	340	6	access	access	NOUN
easat-6023	340	7	article	article	NOUN
easat-6023	340	8	distributed	distribute	VERB
easat-6023	340	9	under	under	ADP
easat-6023	340	10	the	the	DET
easat-6023	340	11	terms	term	NOUN
easat-6023	340	12	and	and	CCONJ
easat-6023	340	13	conditions	condition	NOUN
easat-6023	340	14	of	of	ADP
easat-6023	340	15	the	the	DET
easat-6023	340	16	creative	creative	ADJ
easat-6023	340	17	commons	common	NOUN
easat-6023	340	18	attribution	attribution	NOUN
easat-6023	340	19	(	(	PUNCT
easat-6023	340	20	cc	cc	NOUN
easat-6023	340	21	by	by	ADP
easat-6023	340	22	)	)	PUNCT
easat-6023	340	23	license	license	NOUN
easat-6023	340	24	(	(	PUNCT
easat-6023	340	25	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6023	340	26	)	)	PUNCT
easat-6023	340	27	.	.	PUNCT
easat-6023	341	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-6023	341	2	516	516	NUM
easat-6023	341	3	edelweiss	edelweiss	PROPN
easat-6023	341	4	applied	apply	VERB
easat-6023	341	5	science	science	NOUN
easat-6023	341	6	and	and	CCONJ
easat-6023	341	7	technology	technology	NOUN
easat-6023	341	8	issn	issn	PROPN
easat-6023	341	9	:	:	PUNCT
easat-6023	341	10	2576	2576	NUM
easat-6023	341	11	-	-	SYM
easat-6023	341	12	8484	8484	NUM
easat-6023	341	13	vol	vol	NOUN
easat-6023	341	14	.	.	PROPN
easat-6023	342	1	9	9	NUM
easat-6023	342	2	,	,	PUNCT
easat-6023	342	3	no	no	INTJ
easat-6023	342	4	.	.	NOUN
easat-6023	342	5	4	4	NUM
easat-6023	342	6	:	:	PUNCT
easat-6023	342	7	503	503	NUM
easat-6023	342	8	-	-	NUM
easat-6023	342	9	517	517	NUM
easat-6023	342	10	,	,	PUNCT
easat-6023	342	11	2025	2025	NUM
easat-6023	342	12	doi	doi	NOUN
easat-6023	342	13	:	:	PUNCT
easat-6023	342	14	10.55214/25768484.v9i4.6023	10.55214/25768484.v9i4.6023	NUM
easat-6023	342	15	©	©	PROPN
easat-6023	342	16	2025	2025	NUM
easat-6023	342	17	by	by	ADP
easat-6023	342	18	the	the	DET
easat-6023	342	19	authors	author	NOUN
easat-6023	342	20	;	;	PUNCT
easat-6023	342	21	licensee	licensee	PROPN
easat-6023	342	22	learning	learn	VERB
easat-6023	342	23	gate	gate	NOUN
easat-6023	342	24	references	reference	NOUN
easat-6023	342	25	[	[	X
easat-6023	342	26	1	1	NUM
easat-6023	342	27	]	]	PUNCT
easat-6023	342	28	a.	a.	PROPN
easat-6023	342	29	l.	l.	PROPN
easat-6023	342	30	h.	h.	PROPN
easat-6023	342	31	moonga	moonga	PROPN
easat-6023	342	32	,	,	PUNCT
easat-6023	342	33	"	"	PUNCT
easat-6023	342	34	an	an	DET
easat-6023	342	35	exploration	exploration	NOUN
easat-6023	342	36	of	of	ADP
easat-6023	342	37	youth	youth	NOUN
easat-6023	342	38	involvement	involvement	NOUN
easat-6023	342	39	in	in	ADP
easat-6023	342	40	the	the	DET
easat-6023	342	41	metal	metal	NOUN
easat-6023	342	42	fabrication	fabrication	NOUN
easat-6023	342	43	informal	informal	ADJ
easat-6023	342	44	apprenticeship	apprenticeship	NOUN
easat-6023	342	45	on	on	ADP
easat-6023	342	46	katima	katima	PROPN
easat-6023	342	47	mulilo	mulilo	NOUN
easat-6023	342	48	roadside	roadside	NOUN
easat-6023	342	49	in	in	ADP
easat-6023	342	50	garden	garden	NOUN
easat-6023	342	51	compound	compound	NOUN
easat-6023	342	52	of	of	ADP
easat-6023	342	53	lusaka	lusaka	PROPN
easat-6023	342	54	,	,	PUNCT
easat-6023	342	55	zambia	zambia	PROPN
easat-6023	342	56	,	,	PUNCT
easat-6023	342	57	"	"	PUNCT
easat-6023	342	58	doctoral	doctoral	ADJ
easat-6023	342	59	dissertation	dissertation	NOUN
easat-6023	342	60	,	,	PUNCT
easat-6023	342	61	the	the	DET
easat-6023	342	62	university	university	PROPN
easat-6023	342	63	of	of	ADP
easat-6023	342	64	zambia	zambia	PROPN
easat-6023	342	65	,	,	PUNCT
easat-6023	342	66	2024	2024	NUM
easat-6023	342	67	.	.	PUNCT
easat-6023	343	1	[	[	X
easat-6023	343	2	2	2	NUM
easat-6023	343	3	]	]	X
easat-6023	343	4	government	government	NOUN
easat-6023	343	5	of	of	ADP
easat-6023	343	6	ghana	ghana	PROPN
easat-6023	343	7	,	,	PUNCT
easat-6023	343	8	"	"	PUNCT
easat-6023	343	9	national	national	ADJ
easat-6023	343	10	apprenticeship	apprenticeship	NOUN
easat-6023	343	11	policy	policy	NOUN
easat-6023	343	12	ministry	ministry	PROPN
easat-6023	343	13	of	of	ADP
easat-6023	343	14	education	education	PROPN
easat-6023	343	15	,	,	PUNCT
easat-6023	343	16	"	"	PUNCT
easat-6023	343	17	retrieved	retrieve	VERB
easat-6023	343	18	:	:	PUNCT
easat-6023	343	19	https://ctvet.gov.gh/wpcontent/uploads/2023/02/national-apprenticeship-policy.pdf	https://ctvet.gov.gh/wpcontent/uploads/2023/02/national-apprenticeship-policy.pdf	NOUN
easat-6023	343	20	,	,	PUNCT
easat-6023	343	21	2024	2024	NUM
easat-6023	343	22	.	.	PUNCT
easat-6023	344	1	[	[	X
easat-6023	344	2	3	3	X
easat-6023	344	3	]	]	PUNCT
easat-6023	344	4	v.	v.	ADP
easat-6023	344	5	anojan	anojan	PROPN
easat-6023	344	6	and	and	CCONJ
easat-6023	344	7	b.	b.	PROPN
easat-6023	344	8	nimalathasan	nimalathasan	PROPN
easat-6023	344	9	,	,	PUNCT
easat-6023	344	10	"	"	PUNCT
easat-6023	344	11	factors	factor	NOUN
easat-6023	344	12	influencing	influence	VERB
easat-6023	344	13	in	in	ADP
easat-6023	344	14	career	career	NOUN
easat-6023	344	15	choice	choice	NOUN
easat-6023	344	16	of	of	ADP
easat-6023	344	17	second	second	ADJ
easat-6023	344	18	year	year	NOUN
easat-6023	344	19	undergraduate	undergraduate	NOUN
easat-6023	344	20	students	student	NOUN
easat-6023	344	21	:	:	PUNCT
easat-6023	344	22	a	a	DET
easat-6023	344	23	case	case	NOUN
easat-6023	344	24	study	study	NOUN
easat-6023	344	25	of	of	ADP
easat-6023	344	26	faculty	faculty	NOUN
easat-6023	344	27	of	of	ADP
easat-6023	344	28	management	management	NOUN
easat-6023	344	29	studies	study	NOUN
easat-6023	344	30	and	and	CCONJ
easat-6023	344	31	commerce	commerce	NOUN
easat-6023	344	32	,	,	PUNCT
easat-6023	344	33	"	"	PUNCT
easat-6023	344	34	international	international	ADJ
easat-6023	344	35	journal	journal	NOUN
easat-6023	344	36	of	of	ADP
easat-6023	344	37	social	social	ADJ
easat-6023	344	38	science	science	NOUN
easat-6023	344	39	and	and	CCONJ
easat-6023	344	40	interdisciplinary	interdisciplinary	ADJ
easat-6023	344	41	research	research	NOUN
easat-6023	344	42	,	,	PUNCT
easat-6023	344	43	vol	vol	NOUN
easat-6023	344	44	.	.	PROPN
easat-6023	344	45	2	2	NUM
easat-6023	344	46	,	,	PUNCT
easat-6023	344	47	no	no	INTJ
easat-6023	344	48	.	.	NOUN
easat-6023	344	49	11	11	NUM
easat-6023	344	50	,	,	PUNCT
easat-6023	344	51	pp	pp	ADJ
easat-6023	344	52	.	.	PUNCT
easat-6023	345	1	16	16	NUM
easat-6023	345	2	-	-	SYM
easat-6023	345	3	25	25	NUM
easat-6023	345	4	,	,	PUNCT
easat-6023	345	5	2013	2013	NUM
easat-6023	345	6	.	.	PUNCT
easat-6023	346	1	https://doi.org/10.5430/afr.v8n4p239	https://doi.org/10.5430/afr.v8n4p239	VERB
easat-6023	347	1	[	[	X
easat-6023	347	2	4	4	NUM
easat-6023	347	3	]	]	PUNCT
easat-6023	347	4	k.	k.	PROPN
easat-6023	347	5	edwards	edwards	PROPN
easat-6023	347	6	and	and	CCONJ
easat-6023	347	7	m.	m.	NOUN
easat-6023	347	8	quinter	quinter	NOUN
easat-6023	347	9	,	,	PUNCT
easat-6023	347	10	"	"	PUNCT
easat-6023	347	11	factors	factor	NOUN
easat-6023	347	12	influencing	influence	VERB
easat-6023	347	13	students	student	NOUN
easat-6023	347	14	career	career	NOUN
easat-6023	347	15	choices	choice	NOUN
easat-6023	347	16	among	among	ADP
easat-6023	347	17	secondary	secondary	ADJ
easat-6023	347	18	school	school	NOUN
easat-6023	347	19	students	student	NOUN
easat-6023	347	20	in	in	ADP
easat-6023	347	21	kisumu	kisumu	PROPN
easat-6023	347	22	municipality	municipality	PROPN
easat-6023	347	23	,	,	PUNCT
easat-6023	347	24	kenya	kenya	NOUN
easat-6023	347	25	,	,	PUNCT
easat-6023	347	26	"	"	PUNCT
easat-6023	347	27	journal	journal	NOUN
easat-6023	347	28	of	of	ADP
easat-6023	347	29	emerging	emerge	VERB
easat-6023	347	30	trends	trend	NOUN
easat-6023	347	31	in	in	ADP
easat-6023	347	32	educational	educational	ADJ
easat-6023	347	33	research	research	NOUN
easat-6023	347	34	and	and	CCONJ
easat-6023	347	35	policy	policy	NOUN
easat-6023	347	36	studies	study	NOUN
easat-6023	347	37	,	,	PUNCT
easat-6023	347	38	vol	vol	NOUN
easat-6023	347	39	.	.	PROPN
easat-6023	347	40	2	2	NUM
easat-6023	347	41	,	,	PUNCT
easat-6023	347	42	no	no	INTJ
easat-6023	347	43	.	.	NOUN
easat-6023	347	44	2	2	NUM
easat-6023	347	45	,	,	PUNCT
easat-6023	347	46	pp	pp	ADJ
easat-6023	347	47	.	.	PUNCT
easat-6023	348	1	81	81	NUM
easat-6023	348	2	-	-	SYM
easat-6023	348	3	87	87	NUM
easat-6023	348	4	,	,	PUNCT
easat-6023	348	5	2011	2011	NUM
easat-6023	348	6	.	.	PUNCT
easat-6023	349	1	[	[	X
easat-6023	349	2	5	5	X
easat-6023	349	3	]	]	PUNCT
easat-6023	349	4	c.	c.	PROPN
easat-6023	349	5	j.	j.	PROPN
easat-6023	349	6	pfingst	pfingst	PROPN
easat-6023	349	7	,	,	PUNCT
easat-6023	349	8	"	"	PUNCT
easat-6023	349	9	girls	girl	NOUN
easat-6023	349	10	'	'	PART
easat-6023	349	11	career	career	NOUN
easat-6023	349	12	aspirations	aspiration	NOUN
easat-6023	349	13	:	:	PUNCT
easat-6023	349	14	the	the	DET
easat-6023	349	15	impact	impact	NOUN
easat-6023	349	16	of	of	ADP
easat-6023	349	17	parents	parent	NOUN
easat-6023	349	18	'	'	PART
easat-6023	349	19	economic	economic	ADJ
easat-6023	349	20	and	and	CCONJ
easat-6023	349	21	educational	educational	ADJ
easat-6023	349	22	status	status	NOUN
easat-6023	349	23	on	on	ADP
easat-6023	349	24	educational	educational	ADJ
easat-6023	349	25	and	and	CCONJ
easat-6023	349	26	career	career	NOUN
easat-6023	349	27	pathways	pathway	NOUN
easat-6023	349	28	,	,	PUNCT
easat-6023	349	29	"	"	PUNCT
easat-6023	349	30	doctoral	doctoral	ADJ
easat-6023	349	31	dissertation	dissertation	NOUN
easat-6023	349	32	,	,	PUNCT
easat-6023	349	33	queensland	queensland	PROPN
easat-6023	349	34	university	university	PROPN
easat-6023	349	35	of	of	ADP
easat-6023	349	36	technology	technology	NOUN
easat-6023	349	37	,	,	PUNCT
easat-6023	349	38	2015	2015	NUM
easat-6023	349	39	.	.	PUNCT
easat-6023	350	1	[	[	X
easat-6023	350	2	6	6	NUM
easat-6023	350	3	]	]	PUNCT
easat-6023	350	4	a.	a.	NOUN
easat-6023	350	5	madurangi	madurangi	PROPN
easat-6023	350	6	,	,	PUNCT
easat-6023	350	7	j.	j.	PROPN
easat-6023	350	8	sutha	sutha	PROPN
easat-6023	350	9	,	,	PUNCT
easat-6023	350	10	and	and	CCONJ
easat-6023	350	11	p.	p.	NOUN
easat-6023	350	12	wachissara	wachissara	PROPN
easat-6023	350	13	,	,	PUNCT
easat-6023	350	14	"	"	PUNCT
easat-6023	350	15	a	a	DET
easat-6023	350	16	study	study	NOUN
easat-6023	350	17	on	on	ADP
easat-6023	350	18	the	the	DET
easat-6023	350	19	career	career	NOUN
easat-6023	350	20	aspirations	aspiration	NOUN
easat-6023	350	21	of	of	ADP
easat-6023	350	22	undergraduates	undergraduate	NOUN
easat-6023	350	23	in	in	ADP
easat-6023	350	24	sri	sri	PROPN
easat-6023	350	25	lanka	lanka	PROPN
easat-6023	350	26	,	,	PUNCT
easat-6023	350	27	"	"	PUNCT
easat-6023	350	28	2019	2019	NUM
easat-6023	350	29	.	.	PUNCT
easat-6023	351	1	[	[	X
easat-6023	351	2	7	7	X
easat-6023	351	3	]	]	PUNCT
easat-6023	351	4	s.	s.	PROPN
easat-6023	351	5	t.	t.	PROPN
easat-6023	351	6	yeboah	yeboah	PROPN
easat-6023	351	7	,	,	PUNCT
easat-6023	351	8	y.	y.	PROPN
easat-6023	351	9	haider	haider	PROPN
easat-6023	351	10	,	,	PUNCT
easat-6023	351	11	and	and	CCONJ
easat-6023	351	12	g.	g.	PROPN
easat-6023	351	13	amoako	amoako	PROPN
easat-6023	351	14	,	,	PUNCT
easat-6023	351	15	"	"	PUNCT
easat-6023	351	16	buyer	buyer	NOUN
easat-6023	351	17	–	–	PUNCT
easat-6023	351	18	seller	seller	NOUN
easat-6023	351	19	interactions	interaction	NOUN
easat-6023	351	20	and	and	CCONJ
easat-6023	351	21	customer	customer	NOUN
easat-6023	351	22	satisfaction	satisfaction	NOUN
easat-6023	351	23	–	–	PUNCT
easat-6023	351	24	the	the	DET
easat-6023	351	25	moderating	moderate	VERB
easat-6023	351	26	role	role	NOUN
easat-6023	351	27	of	of	ADP
easat-6023	351	28	covid-19	covid-19	PROPN
easat-6023	351	29	protocols	protocol	NOUN
easat-6023	351	30	:	:	PUNCT
easat-6023	351	31	a	a	DET
easat-6023	351	32	study	study	NOUN
easat-6023	351	33	of	of	ADP
easat-6023	351	34	small	small	ADJ
easat-6023	351	35	apparel	apparel	NOUN
easat-6023	351	36	fashion	fashion	NOUN
easat-6023	351	37	enterprises	enterprise	NOUN
easat-6023	351	38	in	in	ADP
easat-6023	351	39	the	the	DET
easat-6023	351	40	regional	regional	ADJ
easat-6023	351	41	shopping	shopping	NOUN
easat-6023	351	42	malls	mall	NOUN
easat-6023	351	43	in	in	ADP
easat-6023	351	44	ghana	ghana	PROPN
easat-6023	351	45	,	,	PUNCT
easat-6023	351	46	"	"	PUNCT
easat-6023	351	47	african	african	ADJ
easat-6023	351	48	journal	journal	NOUN
easat-6023	351	49	of	of	ADP
easat-6023	351	50	economic	economic	ADJ
easat-6023	351	51	and	and	CCONJ
easat-6023	351	52	management	management	NOUN
easat-6023	351	53	studies	study	NOUN
easat-6023	351	54	,	,	PUNCT
easat-6023	351	55	vol	vol	NOUN
easat-6023	351	56	.	.	PROPN
easat-6023	352	1	14	14	NUM
easat-6023	352	2	,	,	PUNCT
easat-6023	352	3	no	no	INTJ
easat-6023	352	4	.	.	NOUN
easat-6023	352	5	3	3	NUM
easat-6023	352	6	,	,	PUNCT
easat-6023	352	7	pp	pp	ADJ
easat-6023	352	8	.	.	PUNCT
easat-6023	353	1	432	432	NUM
easat-6023	353	2	-	-	SYM
easat-6023	353	3	456	456	NUM
easat-6023	353	4	,	,	PUNCT
easat-6023	353	5	2023	2023	NUM
easat-6023	353	6	.	.	PUNCT
easat-6023	354	1	https:/doi.org/10.1108	https:/doi.org/10.1108	ADJ
easat-6023	354	2	/	/	SYM
easat-6023	354	3	ajems-072022	ajems-072022	NOUN
easat-6023	354	4	-	-	PUNCT
easat-6023	354	5	0295	0295	NUM
easat-6023	355	1	[	[	X
easat-6023	355	2	8	8	NUM
easat-6023	355	3	]	]	PUNCT
easat-6023	355	4	k.	k.	PROPN
easat-6023	355	5	binowo	binowo	PROPN
easat-6023	355	6	and	and	CCONJ
easat-6023	355	7	a.	a.	PROPN
easat-6023	355	8	n.	n.	PROPN
easat-6023	355	9	hidayanto	hidayanto	PROPN
easat-6023	355	10	,	,	PUNCT
easat-6023	355	11	"	"	PUNCT
easat-6023	355	12	discovering	discover	VERB
easat-6023	355	13	success	success	NOUN
easat-6023	355	14	factors	factor	NOUN
easat-6023	355	15	in	in	ADP
easat-6023	355	16	the	the	DET
easat-6023	355	17	pioneering	pioneering	ADJ
easat-6023	355	18	stage	stage	NOUN
easat-6023	355	19	of	of	ADP
easat-6023	355	20	a	a	DET
easat-6023	355	21	digital	digital	ADJ
easat-6023	355	22	startup	startup	NOUN
easat-6023	355	23	,	,	PUNCT
easat-6023	355	24	"	"	PUNCT
easat-6023	355	25	organizacija	organizacija	NOUN
easat-6023	355	26	,	,	PUNCT
easat-6023	355	27	vol	vol	NOUN
easat-6023	355	28	.	.	PROPN
easat-6023	355	29	56	56	NUM
easat-6023	355	30	,	,	PUNCT
easat-6023	355	31	no	no	INTJ
easat-6023	355	32	.	.	NOUN
easat-6023	355	33	1	1	NUM
easat-6023	355	34	,	,	PUNCT
easat-6023	355	35	pp	pp	ADJ
easat-6023	355	36	.	.	PUNCT
easat-6023	356	1	3	3	NUM
easat-6023	356	2	-	-	SYM
easat-6023	356	3	17	17	NUM
easat-6023	356	4	,	,	PUNCT
easat-6023	356	5	2023	2023	NUM
easat-6023	356	6	.	.	PUNCT
easat-6023	357	1	https:/doi.org/10.2478	https:/doi.org/10.2478	PROPN
easat-6023	357	2	/	/	SYM
easat-6023	357	3	orga-2023	orga-2023	NOUN
easat-6023	357	4	-	-	PUNCT
easat-6023	357	5	0001	0001	NUM
easat-6023	357	6	[	[	X
easat-6023	357	7	9	9	NUM
easat-6023	357	8	]	]	PUNCT
easat-6023	357	9	a.	a.	NOUN
easat-6023	357	10	čirjevskis	čirjevskis	PROPN
easat-6023	357	11	,	,	PUNCT
easat-6023	357	12	"	"	PUNCT
easat-6023	357	13	exploration	exploration	NOUN
easat-6023	357	14	of	of	ADP
easat-6023	357	15	qualitative	qualitative	ADJ
easat-6023	357	16	success	success	NOUN
easat-6023	357	17	factors	factor	NOUN
easat-6023	357	18	of	of	ADP
easat-6023	357	19	innovative	innovative	ADJ
easat-6023	357	20	e	e	NOUN
easat-6023	357	21	-	-	NOUN
easat-6023	357	22	business	business	ADJ
easat-6023	357	23	startups	startup	NOUN
easat-6023	357	24	:	:	PUNCT
easat-6023	357	25	blue	blue	ADJ
easat-6023	357	26	ocean	ocean	NOUN
easat-6023	357	27	strategy	strategy	NOUN
easat-6023	357	28	versus	versus	ADP
easat-6023	357	29	dynamic	dynamic	ADJ
easat-6023	357	30	capabilities	capability	NOUN
easat-6023	357	31	,	,	PUNCT
easat-6023	357	32	"	"	PUNCT
easat-6023	357	33	international	international	ADJ
easat-6023	357	34	journal	journal	NOUN
easat-6023	357	35	of	of	ADP
easat-6023	357	36	business	business	PROPN
easat-6023	357	37	excellence	excellence	PROPN
easat-6023	357	38	,	,	PUNCT
easat-6023	357	39	vol	vol	NOUN
easat-6023	357	40	.	.	PROPN
easat-6023	357	41	13	13	NUM
easat-6023	357	42	,	,	PUNCT
easat-6023	357	43	no	no	INTJ
easat-6023	357	44	.	.	NOUN
easat-6023	357	45	4	4	NUM
easat-6023	357	46	,	,	PUNCT
easat-6023	357	47	pp	pp	ADJ
easat-6023	357	48	.	.	PUNCT
easat-6023	358	1	459	459	NUM
easat-6023	358	2	-	-	SYM
easat-6023	358	3	478	478	NUM
easat-6023	358	4	,	,	PUNCT
easat-6023	358	5	2017	2017	NUM
easat-6023	358	6	.	.	PUNCT
easat-6023	359	1	https:/doi.org/10.1504	https:/doi.org/10.1504	ADV
easat-6023	359	2	/	/	SYM
easat-6023	359	3	ijbex.2017.087755	ijbex.2017.087755	NOUN
easat-6023	359	4	[	[	X
easat-6023	359	5	10	10	NUM
easat-6023	359	6	]	]	PUNCT
easat-6023	359	7	a.	a.	NOUN
easat-6023	359	8	k.	k.	PROPN
easat-6023	360	1	k.	k.	PROPN
easat-6023	361	1	jebna	jebna	PROPN
easat-6023	361	2	and	and	CCONJ
easat-6023	361	3	a.	a.	PROPN
easat-6023	361	4	s.	s.	PROPN
easat-6023	361	5	baharudin	baharudin	PROPN
easat-6023	361	6	,	,	PUNCT
easat-6023	361	7	"	"	PUNCT
easat-6023	361	8	factors	factor	NOUN
easat-6023	361	9	affecting	affect	VERB
easat-6023	361	10	small	small	ADJ
easat-6023	361	11	and	and	CCONJ
easat-6023	361	12	medium	medium	ADJ
easat-6023	361	13	enterprises	enterprise	NOUN
easat-6023	361	14	success	success	NOUN
easat-6023	361	15	:	:	PUNCT
easat-6023	361	16	an	an	DET
easat-6023	361	17	exploratory	exploratory	ADJ
easat-6023	361	18	study	study	NOUN
easat-6023	361	19	,	,	PUNCT
easat-6023	361	20	"	"	PUNCT
easat-6023	361	21	jurnal	jurnal	PROPN
easat-6023	361	22	teknologi	teknologi	PROPN
easat-6023	361	23	(	(	PUNCT
easat-6023	361	24	sciences	sciences	PROPN
easat-6023	361	25	&	&	CCONJ
easat-6023	361	26	engineering	engineering	PROPN
easat-6023	361	27	)	)	PUNCT
easat-6023	361	28	,	,	PUNCT
easat-6023	361	29	vol	vol	NOUN
easat-6023	361	30	.	.	PROPN
easat-6023	361	31	64	64	NUM
easat-6023	361	32	,	,	PUNCT
easat-6023	361	33	no	no	INTJ
easat-6023	361	34	.	.	NOUN
easat-6023	361	35	3	3	NUM
easat-6023	361	36	,	,	PUNCT
easat-6023	361	37	2013	2013	NUM
easat-6023	361	38	.	.	PUNCT
easat-6023	362	1	https:/doi.org/10.11113	https:/doi.org/10.11113	ADJ
easat-6023	362	2	/	/	SYM
easat-6023	362	3	jt.v64.2272	jt.v64.2272	PUNCT
easat-6023	363	1	[	[	X
easat-6023	363	2	11	11	NUM
easat-6023	363	3	]	]	X
easat-6023	363	4	d.	d.	PROPN
easat-6023	363	5	dellermann	dellermann	PROPN
easat-6023	363	6	,	,	PUNCT
easat-6023	363	7	n.	n.	PROPN
easat-6023	363	8	lipusch	lipusch	PROPN
easat-6023	363	9	,	,	PUNCT
easat-6023	363	10	p.	p.	PROPN
easat-6023	363	11	ebel	ebel	PROPN
easat-6023	363	12	,	,	PUNCT
easat-6023	363	13	k.	k.	PROPN
easat-6023	363	14	m.	m.	PROPN
easat-6023	363	15	popp	popp	PROPN
easat-6023	363	16	,	,	PUNCT
easat-6023	363	17	and	and	CCONJ
easat-6023	363	18	j.	j.	PROPN
easat-6023	363	19	m.	m.	PROPN
easat-6023	363	20	leimeister	leimeister	PROPN
easat-6023	363	21	,	,	PUNCT
easat-6023	363	22	"	"	PUNCT
easat-6023	363	23	finding	find	VERB
easat-6023	363	24	the	the	DET
easat-6023	363	25	unicorn	unicorn	NOUN
easat-6023	363	26	:	:	PUNCT
easat-6023	363	27	predicting	predict	VERB
easat-6023	363	28	early	early	ADJ
easat-6023	363	29	stage	stage	NOUN
easat-6023	363	30	startup	startup	NOUN
easat-6023	363	31	success	success	NOUN
easat-6023	363	32	through	through	ADP
easat-6023	363	33	a	a	DET
easat-6023	363	34	hybrid	hybrid	ADJ
easat-6023	363	35	intelligence	intelligence	NOUN
easat-6023	363	36	method	method	NOUN
easat-6023	363	37	,	,	PUNCT
easat-6023	363	38	"	"	PUNCT
easat-6023	363	39	arxiv	arxiv	PROPN
easat-6023	363	40	preprint	preprint	NOUN
easat-6023	363	41	arxiv:2105.03360	arxiv:2105.03360	PROPN
easat-6023	363	42	,	,	PUNCT
easat-6023	363	43	2021	2021	NUM
easat-6023	363	44	.	.	PUNCT
easat-6023	364	1	https:/doi.org/10.2139	https:/doi.org/10.2139	ADJ
easat-6023	364	2	/	/	SYM
easat-6023	364	3	ssrn.3159123	ssrn.3159123	PROPN
easat-6023	365	1	[	[	X
easat-6023	365	2	12	12	NUM
easat-6023	365	3	]	]	X
easat-6023	365	4	c.	c.	PROPN
easat-6023	365	5	r.	r.	PROPN
easat-6023	365	6	silva	silva	PROPN
easat-6023	365	7	júnior	júnior	PROPN
easat-6023	365	8	,	,	PUNCT
easat-6023	365	9	j.	j.	PROPN
easat-6023	365	10	c.	c.	PROPN
easat-6023	365	11	m.	m.	PROPN
easat-6023	365	12	siluk	siluk	PROPN
easat-6023	365	13	,	,	PUNCT
easat-6023	365	14	a.	a.	PROPN
easat-6023	365	15	neuenfeldt	neuenfeldt	PROPN
easat-6023	365	16	júnior	júnior	PROPN
easat-6023	365	17	,	,	PUNCT
easat-6023	365	18	c.	c.	PROPN
easat-6023	365	19	b.	b.	PROPN
easat-6023	365	20	rosa	rosa	PROPN
easat-6023	365	21	,	,	PUNCT
easat-6023	365	22	and	and	CCONJ
easat-6023	365	23	c.	c.	PROPN
easat-6023	365	24	d.	d.	PROPN
easat-6023	365	25	f.	f.	PROPN
easat-6023	365	26	michelin	michelin	PROPN
easat-6023	365	27	,	,	PUNCT
easat-6023	365	28	"	"	PUNCT
easat-6023	365	29	overview	overview	NOUN
easat-6023	365	30	of	of	ADP
easat-6023	365	31	the	the	DET
easat-6023	365	32	factors	factor	NOUN
easat-6023	365	33	that	that	PRON
easat-6023	365	34	influence	influence	VERB
easat-6023	365	35	the	the	DET
easat-6023	365	36	competitiveness	competitiveness	NOUN
easat-6023	365	37	of	of	ADP
easat-6023	365	38	startups	startup	NOUN
easat-6023	365	39	:	:	PUNCT
easat-6023	365	40	a	a	DET
easat-6023	365	41	systematized	systematize	VERB
easat-6023	365	42	literature	literature	NOUN
easat-6023	365	43	review	review	NOUN
easat-6023	365	44	,	,	PUNCT
easat-6023	365	45	"	"	PUNCT
easat-6023	365	46	gestão	gestão	PROPN
easat-6023	365	47	&	&	CCONJ
easat-6023	365	48	produção	produção	PROPN
easat-6023	365	49	,	,	PUNCT
easat-6023	365	50	vol	vol	NOUN
easat-6023	365	51	.	.	PROPN
easat-6023	365	52	29	29	NUM
easat-6023	365	53	,	,	PUNCT
easat-6023	365	54	p.	p.	NOUN
easat-6023	365	55	e13921	e13921	PROPN
easat-6023	365	56	,	,	PUNCT
easat-6023	365	57	2022	2022	NUM
easat-6023	365	58	.	.	PUNCT
easat-6023	366	1	https:/doi.org/10.1590/1806	https:/doi.org/10.1590/1806	PROPN
easat-6023	366	2	-	-	PUNCT
easat-6023	366	3	9649	9649	NUM
easat-6023	366	4	-	-	SYM
easat-6023	366	5	2022v29e13921	2022v29e13921	NUM
easat-6023	366	6	[	[	X
easat-6023	366	7	13	13	NUM
easat-6023	366	8	]	]	PUNCT
easat-6023	366	9	s.	s.	PROPN
easat-6023	366	10	elmassah	elmassah	PROPN
easat-6023	366	11	,	,	PUNCT
easat-6023	366	12	i.	i.	PROPN
easat-6023	366	13	michael	michael	PROPN
easat-6023	366	14	,	,	PUNCT
easat-6023	366	15	r.	r.	PROPN
easat-6023	366	16	james	james	PROPN
easat-6023	366	17	,	,	PUNCT
easat-6023	366	18	and	and	CCONJ
easat-6023	366	19	i.	i.	PROPN
easat-6023	366	20	ghimpu	ghimpu	PROPN
easat-6023	366	21	,	,	PUNCT
easat-6023	366	22	"	"	PUNCT
easat-6023	366	23	an	an	DET
easat-6023	366	24	assessment	assessment	NOUN
easat-6023	366	25	of	of	ADP
easat-6023	366	26	the	the	DET
easat-6023	366	27	influence	influence	NOUN
easat-6023	366	28	of	of	ADP
easat-6023	366	29	personal	personal	ADJ
easat-6023	366	30	branding	branding	NOUN
easat-6023	366	31	on	on	ADP
easat-6023	366	32	financing	finance	VERB
easat-6023	366	33	entrepreneurial	entrepreneurial	ADJ
easat-6023	366	34	ventures	venture	NOUN
easat-6023	366	35	,	,	PUNCT
easat-6023	366	36	"	"	PUNCT
easat-6023	366	37	heliyon	heliyon	NOUN
easat-6023	366	38	,	,	PUNCT
easat-6023	366	39	vol	vol	NOUN
easat-6023	366	40	.	.	PROPN
easat-6023	366	41	5	5	NUM
easat-6023	366	42	,	,	PUNCT
easat-6023	366	43	no	no	INTJ
easat-6023	366	44	.	.	NOUN
easat-6023	366	45	2	2	NUM
easat-6023	366	46	,	,	PUNCT
easat-6023	366	47	p.	p.	NOUN
easat-6023	366	48	e01164	e01164	NOUN
easat-6023	366	49	,	,	PUNCT
easat-6023	366	50	2019	2019	NUM
easat-6023	366	51	.	.	PUNCT
easat-6023	367	1	https:/doi.org/10.1016	https:/doi.org/10.1016	NOUN
easat-6023	367	2	/	/	SYM
easat-6023	367	3	j.heliyon.2019.e01164	j.heliyon.2019.e01164	NUM
easat-6023	368	1	[	[	X
easat-6023	368	2	14	14	NUM
easat-6023	368	3	]	]	PUNCT
easat-6023	368	4	indecon	indecon	PROPN
easat-6023	368	5	international	international	ADJ
easat-6023	368	6	research	research	NOUN
easat-6023	368	7	economists	economist	NOUN
easat-6023	368	8	,	,	PUNCT
easat-6023	368	9	"	"	PUNCT
easat-6023	368	10	indecon	indecon	NOUN
easat-6023	368	11	review	review	NOUN
easat-6023	368	12	of	of	ADP
easat-6023	368	13	career	career	NOUN
easat-6023	368	14	guidance	guidance	NOUN
easat-6023	368	15	,	,	PUNCT
easat-6023	368	16	"	"	PUNCT
easat-6023	368	17	2019	2019	NUM
easat-6023	368	18	.	.	PUNCT
easat-6023	369	1	[	[	X
easat-6023	369	2	15	15	NUM
easat-6023	369	3	]	]	X
easat-6023	369	4	c.	c.	NOUN
easat-6023	369	5	howieson	howieson	PROPN
easat-6023	369	6	,	,	PUNCT
easat-6023	369	7	s.	s.	PROPN
easat-6023	369	8	semple	semple	PROPN
easat-6023	369	9	,	,	PUNCT
easat-6023	369	10	s.	s.	PROPN
easat-6023	369	11	hickman	hickman	PROPN
easat-6023	369	12	,	,	PUNCT
easat-6023	369	13	and	and	CCONJ
easat-6023	369	14	j.	j.	PROPN
easat-6023	369	15	mckechnie	mckechnie	PROPN
easat-6023	369	16	,	,	PUNCT
easat-6023	369	17	self	self	NOUN
easat-6023	369	18	-	-	PUNCT
easat-6023	369	19	help	help	NOUN
easat-6023	369	20	and	and	CCONJ
easat-6023	369	21	career	career	NOUN
easat-6023	369	22	planning	planning	NOUN
easat-6023	369	23	.	.	PUNCT
easat-6023	370	1	glasgow	glasgow	PROPN
easat-6023	370	2	:	:	PUNCT
easat-6023	370	3	skills	skill	VERB
easat-6023	370	4	development	development	PROPN
easat-6023	370	5	scotland	scotland	PROPN
easat-6023	370	6	,	,	PUNCT
easat-6023	370	7	2009	2009	NUM
easat-6023	370	8	.	.	PUNCT
easat-6023	371	1	[	[	X
easat-6023	371	2	16	16	NUM
easat-6023	371	3	]	]	PUNCT
easat-6023	371	4	j.	j.	PROPN
easat-6023	371	5	e.	e.	PROPN
easat-6023	371	6	bright	bright	PROPN
easat-6023	371	7	,	,	PUNCT
easat-6023	371	8	r.	r.	PROPN
easat-6023	371	9	g.	g.	PROPN
easat-6023	371	10	pryor	pryor	PROPN
easat-6023	371	11	,	,	PUNCT
easat-6023	371	12	s.	s.	PROPN
easat-6023	371	13	wilkenfeld	wilkenfeld	PROPN
easat-6023	371	14	,	,	PUNCT
easat-6023	371	15	and	and	CCONJ
easat-6023	371	16	j.	j.	PROPN
easat-6023	371	17	earl	earl	PROPN
easat-6023	371	18	,	,	PUNCT
easat-6023	371	19	"	"	PUNCT
easat-6023	371	20	the	the	DET
easat-6023	371	21	role	role	NOUN
easat-6023	371	22	of	of	ADP
easat-6023	371	23	social	social	ADJ
easat-6023	371	24	context	context	NOUN
easat-6023	371	25	and	and	CCONJ
easat-6023	371	26	serendipitous	serendipitous	ADJ
easat-6023	371	27	events	event	NOUN
easat-6023	371	28	in	in	ADP
easat-6023	371	29	career	career	NOUN
easat-6023	371	30	decision	decision	NOUN
easat-6023	371	31	making	making	NOUN
easat-6023	371	32	,	,	PUNCT
easat-6023	371	33	"	"	PUNCT
easat-6023	371	34	international	international	ADJ
easat-6023	371	35	journal	journal	NOUN
easat-6023	371	36	for	for	ADP
easat-6023	371	37	educational	educational	ADJ
easat-6023	371	38	and	and	CCONJ
easat-6023	371	39	vocational	vocational	ADJ
easat-6023	371	40	guidance	guidance	NOUN
easat-6023	371	41	,	,	PUNCT
easat-6023	371	42	vol	vol	NOUN
easat-6023	371	43	.	.	PROPN
easat-6023	371	44	5	5	NUM
easat-6023	371	45	,	,	PUNCT
easat-6023	371	46	pp	pp	ADJ
easat-6023	371	47	.	.	PUNCT
easat-6023	372	1	19	19	NUM
easat-6023	372	2	-	-	SYM
easat-6023	372	3	36	36	NUM
easat-6023	372	4	,	,	PUNCT
easat-6023	372	5	2005	2005	NUM
easat-6023	372	6	.	.	PUNCT
easat-6023	373	1	https:/doi.org/10.1007	https:/doi.org/10.1007	PROPN
easat-6023	373	2	/	/	SYM
easat-6023	373	3	s10775	s10775	NOUN
easat-6023	373	4	-	-	PUNCT
easat-6023	373	5	005	005	NUM
easat-6023	373	6	-	-	PUNCT
easat-6023	373	7	2123	2123	NUM
easat-6023	373	8	-	-	SYM
easat-6023	373	9	6	6	NUM
easat-6023	374	1	[	[	SYM
easat-6023	374	2	17	17	NUM
easat-6023	374	3	]	]	PUNCT
easat-6023	374	4	p.	p.	NOUN
easat-6023	374	5	musset	musset	NOUN
easat-6023	374	6	and	and	CCONJ
easat-6023	374	7	l.	l.	PROPN
easat-6023	374	8	m.	m.	PROPN
easat-6023	374	9	kurekova	kurekova	PROPN
easat-6023	374	10	,	,	PUNCT
easat-6023	374	11	"	"	PUNCT
easat-6023	374	12	working	work	VERB
easat-6023	374	13	it	it	PRON
easat-6023	374	14	out	out	ADP
easat-6023	374	15	:	:	PUNCT
easat-6023	374	16	career	career	NOUN
easat-6023	374	17	guidance	guidance	NOUN
easat-6023	374	18	and	and	CCONJ
easat-6023	374	19	employer	employer	NOUN
easat-6023	374	20	engagement	engagement	NOUN
easat-6023	374	21	,	,	PUNCT
easat-6023	374	22	"	"	PUNCT
easat-6023	374	23	oecd	oecd	PROPN
easat-6023	374	24	education	education	NOUN
easat-6023	374	25	working	working	NOUN
easat-6023	374	26	papers	paper	NOUN
easat-6023	374	27	.	.	PUNCT
easat-6023	375	1	no	no	INTJ
easat-6023	375	2	.	.	NOUN
easat-6023	375	3	175	175	NUM
easat-6023	375	4	,	,	PUNCT
easat-6023	375	5	2018	2018	NUM
easat-6023	375	6	.	.	PUNCT
easat-6023	376	1	[	[	X
easat-6023	376	2	18	18	NUM
easat-6023	376	3	]	]	X
easat-6023	376	4	t.	t.	PROPN
easat-6023	376	5	karmel	karmel	PROPN
easat-6023	376	6	and	and	CCONJ
easat-6023	376	7	d.	d.	PROPN
easat-6023	376	8	roberts	roberts	PROPN
easat-6023	376	9	,	,	PUNCT
easat-6023	376	10	the	the	DET
easat-6023	376	11	role	role	NOUN
easat-6023	376	12	of'culture'in	of'culture'in	ADJ
easat-6023	376	13	apprenticeship	apprenticeship	NOUN
easat-6023	376	14	completions	completion	NOUN
easat-6023	376	15	.	.	PUNCT
easat-6023	377	1	national	national	ADJ
easat-6023	377	2	centre	centre	NOUN
easat-6023	377	3	for	for	ADP
easat-6023	377	4	vocational	vocational	ADJ
easat-6023	377	5	education	education	NOUN
easat-6023	377	6	research	research	NOUN
easat-6023	377	7	,	,	PUNCT
easat-6023	377	8	2012	2012	NUM
easat-6023	377	9	.	.	PUNCT
easat-6023	378	1	[	[	X
easat-6023	378	2	19	19	NUM
easat-6023	378	3	]	]	X
easat-6023	378	4	t.	t.	PROPN
easat-6023	378	5	karmel	karmel	PROPN
easat-6023	378	6	and	and	CCONJ
easat-6023	378	7	g.	g.	PROPN
easat-6023	378	8	virk	virk	PROPN
easat-6023	378	9	,	,	PUNCT
easat-6023	378	10	what	what	PRON
easat-6023	378	11	is	be	AUX
easat-6023	378	12	happening	happen	VERB
easat-6023	378	13	to	to	ADP
easat-6023	378	14	traditional	traditional	ADJ
easat-6023	378	15	apprentice	apprentice	NOUN
easat-6023	378	16	completions	completion	NOUN
easat-6023	378	17	?	?	PUNCT
easat-6023	379	1	adelaide	adelaide	NOUN
easat-6023	379	2	:	:	PUNCT
easat-6023	379	3	ncver	ncver	NOUN
easat-6023	379	4	,	,	PUNCT
easat-6023	379	5	2006	2006	NUM
easat-6023	379	6	.	.	PUNCT
easat-6023	380	1	[	[	X
easat-6023	380	2	20	20	NUM
easat-6023	380	3	]	]	X
easat-6023	380	4	d.	d.	PROPN
easat-6023	380	5	snell	snell	PROPN
easat-6023	380	6	and	and	CCONJ
easat-6023	380	7	a.	a.	PROPN
easat-6023	380	8	hart	hart	PROPN
easat-6023	380	9	,	,	PUNCT
easat-6023	380	10	"	"	PUNCT
easat-6023	380	11	reasons	reason	NOUN
easat-6023	380	12	for	for	ADP
easat-6023	380	13	non	non	ADJ
easat-6023	380	14	-	-	ADJ
easat-6023	380	15	completion	completion	NOUN
easat-6023	380	16	and	and	CCONJ
easat-6023	380	17	dissatisfaction	dissatisfaction	NOUN
easat-6023	380	18	among	among	ADP
easat-6023	380	19	apprentices	apprentice	NOUN
easat-6023	380	20	and	and	CCONJ
easat-6023	380	21	trainees	trainee	NOUN
easat-6023	380	22	:	:	PUNCT
easat-6023	380	23	a	a	DET
easat-6023	380	24	regional	regional	ADJ
easat-6023	380	25	case	case	NOUN
easat-6023	380	26	study	study	NOUN
easat-6023	380	27	,	,	PUNCT
easat-6023	380	28	"	"	PUNCT
easat-6023	380	29	international	international	ADJ
easat-6023	380	30	journal	journal	NOUN
easat-6023	380	31	of	of	ADP
easat-6023	380	32	training	training	NOUN
easat-6023	380	33	research	research	NOUN
easat-6023	380	34	,	,	PUNCT
easat-6023	380	35	vol	vol	NOUN
easat-6023	380	36	.	.	PROPN
easat-6023	381	1	6	6	NUM
easat-6023	381	2	,	,	PUNCT
easat-6023	381	3	no	no	INTJ
easat-6023	381	4	.	.	NOUN
easat-6023	381	5	1	1	NUM
easat-6023	381	6	,	,	PUNCT
easat-6023	381	7	pp	pp	ADJ
easat-6023	381	8	.	.	PUNCT
easat-6023	382	1	44	44	NUM
easat-6023	382	2	-	-	SYM
easat-6023	382	3	73	73	NUM
easat-6023	382	4	,	,	PUNCT
easat-6023	382	5	2008	2008	NUM
easat-6023	382	6	.	.	PUNCT
easat-6023	383	1	https:/doi.org/10.5172	https:/doi.org/10.5172	PROPN
easat-6023	383	2	/	/	SYM
easat-6023	383	3	ijtr.6.1.44	ijtr.6.1.44	PROPN
easat-6023	383	4	.	.	PUNCT
easat-6023	383	5	15	15	NUM
easat-6023	384	1	[	[	X
easat-6023	384	2	21	21	NUM
easat-6023	384	3	]	]	PUNCT
easat-6023	384	4	k.	k.	PROPN
easat-6023	384	5	ball	ball	PROPN
easat-6023	384	6	and	and	CCONJ
easat-6023	384	7	d.	d.	PROPN
easat-6023	384	8	john	john	PROPN
easat-6023	384	9	,	,	PUNCT
easat-6023	384	10	apprentice	apprentice	NOUN
easat-6023	384	11	and	and	CCONJ
easat-6023	384	12	trainee	trainee	NOUN
easat-6023	384	13	completion	completion	NOUN
easat-6023	384	14	rates	rate	NOUN
easat-6023	384	15	.	.	PUNCT
easat-6023	385	1	adelaide	adelaide	NOUN
easat-6023	385	2	:	:	PUNCT
easat-6023	385	3	ncver	ncver	NOUN
easat-6023	385	4	,	,	PUNCT
easat-6023	385	5	2005	2005	NUM
easat-6023	385	6	.	.	PUNCT
easat-6023	386	1	[	[	X
easat-6023	386	2	22	22	NUM
easat-6023	386	3	]	]	PUNCT
easat-6023	386	4	t.	t.	NOUN
easat-6023	386	5	stromback	stromback	NOUN
easat-6023	386	6	and	and	CCONJ
easat-6023	386	7	a.	a.	NOUN
easat-6023	386	8	mahendran	mahendran	NOUN
easat-6023	386	9	,	,	PUNCT
easat-6023	386	10	"	"	PUNCT
easat-6023	386	11	an	an	DET
easat-6023	386	12	analysis	analysis	NOUN
easat-6023	386	13	of	of	ADP
easat-6023	386	14	factors	factor	NOUN
easat-6023	386	15	contributing	contribute	VERB
easat-6023	386	16	to	to	ADP
easat-6023	386	17	apprenticeship	apprenticeship	NOUN
easat-6023	386	18	and	and	CCONJ
easat-6023	386	19	traineeship	traineeship	NOUN
easat-6023	386	20	completion	completion	NOUN
easat-6023	386	21	,	,	PUNCT
easat-6023	386	22	"	"	PUNCT
easat-6023	386	23	international	international	ADJ
easat-6023	386	24	journal	journal	NOUN
easat-6023	386	25	of	of	ADP
easat-6023	386	26	training	training	NOUN
easat-6023	386	27	research	research	NOUN
easat-6023	386	28	,	,	PUNCT
easat-6023	386	29	vol	vol	NOUN
easat-6023	386	30	.	.	PROPN
easat-6023	386	31	8	8	NUM
easat-6023	386	32	,	,	PUNCT
easat-6023	386	33	no	no	INTJ
easat-6023	386	34	.	.	NOUN
easat-6023	386	35	1	1	NUM
easat-6023	386	36	,	,	PUNCT
easat-6023	386	37	pp	pp	ADJ
easat-6023	386	38	.	.	PUNCT
easat-6023	386	39	63	63	NUM
easat-6023	386	40	-	-	SYM
easat-6023	386	41	79	79	NUM
easat-6023	386	42	,	,	PUNCT
easat-6023	386	43	2010	2010	NUM
easat-6023	386	44	.	.	PUNCT
easat-6023	387	1	https:/doi.org/10.5172	https:/doi.org/10.5172	PROPN
easat-6023	387	2	/	/	SYM
easat-6023	387	3	ijtr.8.1.63	ijtr.8.1.63	PROPN
easat-6023	388	1	[	[	X
easat-6023	388	2	23	23	NUM
easat-6023	388	3	]	]	PUNCT
easat-6023	388	4	j.	j.	PROPN
easat-6023	388	5	campbell	campbell	PROPN
easat-6023	388	6	,	,	PUNCT
easat-6023	388	7	a.	a.	PROPN
easat-6023	388	8	mckay	mckay	PROPN
easat-6023	388	9	,	,	PUNCT
easat-6023	388	10	and	and	CCONJ
easat-6023	388	11	e.	e.	PROPN
easat-6023	388	12	thomson	thomson	PROPN
easat-6023	388	13	,	,	PUNCT
easat-6023	388	14	"	"	PUNCT
easat-6023	388	15	how	how	SCONJ
easat-6023	388	16	‘	'	PUNCT
easat-6023	388	17	modern’is	modern’is	X
easat-6023	388	18	the	the	DET
easat-6023	388	19	modern	modern	ADJ
easat-6023	388	20	apprenticeship	apprenticeship	NOUN
easat-6023	388	21	?	?	PUNCT
easat-6023	388	22	,	,	PUNCT
easat-6023	388	23	"	"	PUNCT
easat-6023	388	24	local	local	ADJ
easat-6023	388	25	economy	economy	NOUN
easat-6023	388	26	,	,	PUNCT
easat-6023	388	27	vol	vol	NOUN
easat-6023	388	28	.	.	PROPN
easat-6023	388	29	20	20	NUM
easat-6023	388	30	,	,	PUNCT
easat-6023	388	31	no	no	INTJ
easat-6023	388	32	.	.	NOUN
easat-6023	388	33	3	3	NUM
easat-6023	388	34	,	,	PUNCT
easat-6023	388	35	pp	pp	ADJ
easat-6023	388	36	.	.	PUNCT
easat-6023	389	1	294	294	NUM
easat-6023	389	2	-	-	SYM
easat-6023	389	3	304	304	NUM
easat-6023	389	4	,	,	PUNCT
easat-6023	389	5	2005	2005	NUM
easat-6023	389	6	.	.	PUNCT
easat-6023	390	1	https:/doi.org/10.1080/02690940500190945	https:/doi.org/10.1080/02690940500190945	NOUN
easat-6023	391	1	[	[	X
easat-6023	391	2	24	24	NUM
easat-6023	391	3	]	]	PUNCT
easat-6023	391	4	p.	p.	NOUN
easat-6023	391	5	m.	m.	NOUN
easat-6023	391	6	nardi	nardi	PROPN
easat-6023	391	7	,	,	PUNCT
easat-6023	391	8	doing	do	VERB
easat-6023	391	9	survey	survey	NOUN
easat-6023	391	10	research	research	NOUN
easat-6023	391	11	.	.	PUNCT
easat-6023	392	1	routledge	routledge	PROPN
easat-6023	392	2	.	.	PUNCT
easat-6023	392	3	https:/doi.org/10.4324/9781315635088	https:/doi.org/10.4324/9781315635088	PROPN
easat-6023	392	4	,	,	PUNCT
easat-6023	392	5	2015	2015	NUM
easat-6023	392	6	.	.	PUNCT
easat-6023	393	1	[	[	X
easat-6023	393	2	25	25	NUM
easat-6023	393	3	]	]	PUNCT
easat-6023	393	4	m.	m.	NOUN
easat-6023	393	5	alvi	alvi	PROPN
easat-6023	393	6	,	,	PUNCT
easat-6023	393	7	"	"	PUNCT
easat-6023	393	8	a	a	DET
easat-6023	393	9	manual	manual	NOUN
easat-6023	393	10	for	for	ADP
easat-6023	393	11	selecting	select	VERB
easat-6023	393	12	sampling	sample	VERB
easat-6023	393	13	techniques	technique	NOUN
easat-6023	393	14	in	in	ADP
easat-6023	393	15	research	research	NOUN
easat-6023	393	16	,	,	PUNCT
easat-6023	393	17	"	"	PUNCT
easat-6023	393	18	2016	2016	NUM
easat-6023	393	19	.	.	PUNCT
easat-6023	394	1	[	[	X
easat-6023	394	2	26	26	NUM
easat-6023	394	3	]	]	X
easat-6023	394	4	n.	n.	NOUN
easat-6023	394	5	leelawat	leelawat	PROPN
easat-6023	394	6	,	,	PUNCT
easat-6023	394	7	a.	a.	NOUN
easat-6023	394	8	suppasri	suppasri	NOUN
easat-6023	394	9	,	,	PUNCT
easat-6023	394	10	i.	i.	PROPN
easat-6023	394	11	charvet	charvet	PROPN
easat-6023	394	12	,	,	PUNCT
easat-6023	394	13	t.	t.	PROPN
easat-6023	394	14	kimura	kimura	PROPN
easat-6023	394	15	,	,	PUNCT
easat-6023	394	16	d.	d.	PROPN
easat-6023	394	17	sugawara	sugawara	PROPN
easat-6023	394	18	,	,	PUNCT
easat-6023	394	19	and	and	CCONJ
easat-6023	394	20	f.	f.	PROPN
easat-6023	394	21	imamura	imamura	PROPN
easat-6023	394	22	,	,	PUNCT
easat-6023	394	23	"	"	PUNCT
easat-6023	394	24	a	a	DET
easat-6023	394	25	study	study	NOUN
easat-6023	394	26	on	on	ADP
easat-6023	394	27	influential	influential	ADJ
easat-6023	394	28	factors	factor	NOUN
easat-6023	394	29	on	on	ADP
easat-6023	394	30	building	build	VERB
easat-6023	394	31	damage	damage	NOUN
easat-6023	394	32	in	in	ADP
easat-6023	394	33	kesennuma	kesennuma	PROPN
easat-6023	394	34	,	,	PUNCT
easat-6023	394	35	japan	japan	PROPN
easat-6023	394	36	from	from	ADP
easat-6023	394	37	the	the	DET
easat-6023	394	38	2011	2011	NUM
easat-6023	394	39	great	great	PROPN
easat-6023	394	40	east	east	PROPN
easat-6023	394	41	japan	japan	PROPN
easat-6023	394	42	tsunami	tsunami	PROPN
easat-6023	394	43	,	,	PUNCT
easat-6023	394	44	"	"	PUNCT
easat-6023	394	45	engineering	engineering	NOUN
easat-6023	394	46	journal	journal	NOUN
easat-6023	394	47	,	,	PUNCT
easat-6023	394	48	vol	vol	NOUN
easat-6023	394	49	.	.	PROPN
easat-6023	394	50	19	19	NUM
easat-6023	394	51	,	,	PUNCT
easat-6023	394	52	no	no	INTJ
easat-6023	394	53	.	.	NOUN
easat-6023	394	54	3	3	NUM
easat-6023	394	55	,	,	PUNCT
easat-6023	394	56	pp	pp	ADJ
easat-6023	394	57	.	.	PUNCT
easat-6023	395	1	105	105	NUM
easat-6023	395	2	-	-	SYM
easat-6023	395	3	116	116	NUM
easat-6023	395	4	,	,	PUNCT
easat-6023	395	5	2015	2015	NUM
easat-6023	395	6	.	.	PUNCT
easat-6023	396	1	https:/doi.org/10.4186	https:/doi.org/10.4186	PROPN
easat-6023	396	2	/	/	SYM
easat-6023	396	3	ej.2015.19.3.105	ej.2015.19.3.105	PROPN
easat-6023	397	1	[	[	X
easat-6023	397	2	27	27	NUM
easat-6023	397	3	]	]	SYM
easat-6023	397	4	a.	a.	NOUN
easat-6023	397	5	agresti	agresti	PROPN
easat-6023	397	6	,	,	PUNCT
easat-6023	397	7	an	an	DET
easat-6023	397	8	introduction	introduction	NOUN
easat-6023	397	9	to	to	ADP
easat-6023	397	10	categorical	categorical	ADJ
easat-6023	397	11	data	datum	NOUN
easat-6023	397	12	analysis	analysis	NOUN
easat-6023	397	13	,	,	PUNCT
easat-6023	397	14	third	third	ADJ
easat-6023	397	15	edition	edition	NOUN
easat-6023	397	16	.	.	PUNCT
easat-6023	398	1	in	in	ADP
easat-6023	398	2	wiley	wiley	PROPN
easat-6023	398	3	series	series	PROPN
easat-6023	398	4	in	in	ADP
easat-6023	398	5	probability	probability	NOUN
easat-6023	398	6	and	and	CCONJ
easat-6023	398	7	statistics	statistic	NOUN
easat-6023	398	8	.	.	PUNCT
easat-6023	399	1	hoboken	hoboken	PROPN
easat-6023	399	2	,	,	PUNCT
easat-6023	399	3	nj	nj	PROPN
easat-6023	399	4	:	:	PUNCT
easat-6023	399	5	john	john	PROPN
easat-6023	399	6	wiley	wiley	PROPN
easat-6023	399	7	&	&	CCONJ
easat-6023	399	8	sons	son	NOUN
easat-6023	399	9	,	,	PUNCT
easat-6023	399	10	2019	2019	NUM
easat-6023	399	11	.	.	PUNCT
easat-6023	400	1	[	[	X
easat-6023	400	2	28	28	NUM
easat-6023	400	3	]	]	X
easat-6023	400	4	w.	w.	PROPN
easat-6023	400	5	h.	h.	PROPN
easat-6023	400	6	greene	greene	PROPN
easat-6023	400	7	,	,	PUNCT
easat-6023	400	8	"	"	PUNCT
easat-6023	400	9	econometric	econometric	ADJ
easat-6023	400	10	analysis	analysis	NOUN
easat-6023	400	11	,	,	PUNCT
easat-6023	400	12	"	"	PUNCT
easat-6023	400	13	5th	5th	ADJ
easat-6023	400	14	ed	ed	NOUN
easat-6023	400	15	.	.	PUNCT
easat-6023	400	16	:	:	PUNCT
easat-6023	401	1	prentice	prentice	PROPN
easat-6023	401	2	hall	hall	PROPN
easat-6023	401	3	,	,	PUNCT
easat-6023	401	4	2012	2012	NUM
easat-6023	401	5	,	,	PUNCT
easat-6023	401	6	p.	p.	NOUN
easat-6023	401	7	700	700	NUM
easat-6023	401	8	.	.	PUNCT
easat-6023	402	1	https://ctvet.gov.gh/wp-content/uploads/2023/02/national-apprenticeship-policy.pdf	https://ctvet.gov.gh/wp-content/uploads/2023/02/national-apprenticeship-policy.pdf	PROPN
easat-6023	402	2	https://ctvet.gov.gh/wp-content/uploads/2023/02/national-apprenticeship-policy.pdf	https://ctvet.gov.gh/wp-content/uploads/2023/02/national-apprenticeship-policy.pdf	PROPN
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easat-6023	402	4	517	517	NUM
easat-6023	402	5	edelweiss	edelweiss	PROPN
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easat-6023	402	9	technology	technology	NOUN
easat-6023	402	10	issn	issn	PROPN
easat-6023	402	11	:	:	PUNCT
easat-6023	402	12	2576	2576	NUM
easat-6023	402	13	-	-	SYM
easat-6023	402	14	8484	8484	NUM
easat-6023	402	15	vol	vol	NOUN
easat-6023	402	16	.	.	PROPN
easat-6023	403	1	9	9	NUM
easat-6023	403	2	,	,	PUNCT
easat-6023	403	3	no	no	INTJ
easat-6023	403	4	.	.	NOUN
easat-6023	403	5	4	4	NUM
easat-6023	403	6	:	:	PUNCT
easat-6023	403	7	503	503	NUM
easat-6023	403	8	-	-	NUM
easat-6023	403	9	517	517	NUM
easat-6023	403	10	,	,	PUNCT
easat-6023	403	11	2025	2025	NUM
easat-6023	403	12	doi	doi	NOUN
easat-6023	403	13	:	:	PUNCT
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easat-6023	403	15	©	©	PROPN
easat-6023	403	16	2025	2025	NUM
easat-6023	403	17	by	by	ADP
easat-6023	403	18	the	the	DET
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easat-6023	403	20	;	;	PUNCT
easat-6023	403	21	licensee	licensee	PROPN
easat-6023	403	22	learning	learning	NOUN
easat-6023	403	23	gate	gate	NOUN
easat-6023	404	1	[	[	X
easat-6023	404	2	29	29	NUM
easat-6023	404	3	]	]	PUNCT
easat-6023	404	4	a.	a.	NOUN
easat-6023	404	5	razia	razia	PROPN
easat-6023	404	6	and	and	CCONJ
easat-6023	404	7	m.	m.	PROPN
easat-6023	404	8	w.	w.	PROPN
easat-6023	404	9	cindy	cindy	PROPN
easat-6023	404	10	,	,	PUNCT
easat-6023	404	11	categorical	categorical	ADJ
easat-6023	404	12	data	datum	NOUN
easat-6023	404	13	analysis	analysis	NOUN
easat-6023	404	14	for	for	ADP
easat-6023	404	15	the	the	DET
easat-6023	404	16	behavioral	behavioral	ADJ
easat-6023	404	17	and	and	CCONJ
easat-6023	404	18	social	social	ADJ
easat-6023	404	19	sciences	science	NOUN
easat-6023	404	20	,	,	PUNCT
easat-6023	404	21	2nd	2nd	ADJ
easat-6023	404	22	ed	ed	NOUN
easat-6023	404	23	.	.	PUNCT
easat-6023	405	1	routledge	routledge	PROPN
easat-6023	405	2	.	.	PUNCT
easat-6023	406	1	www.routledge.com/9780367352769	www.routledge.com/9780367352769	PROPN
easat-6023	406	2	2021	2021	NUM
easat-6023	406	3	.	.	PUNCT
easat-6023	407	1	[	[	X
easat-6023	407	2	30	30	NUM
easat-6023	407	3	]	]	X
easat-6023	407	4	s.	s.	PROPN
easat-6023	407	5	hess	hess	PROPN
easat-6023	407	6	,	,	PUNCT
easat-6023	407	7	a.	a.	NOUN
easat-6023	407	8	daly	daly	PROPN
easat-6023	407	9	,	,	PUNCT
easat-6023	407	10	and	and	CCONJ
easat-6023	407	11	r.	r.	PROPN
easat-6023	407	12	batley	batley	PROPN
easat-6023	407	13	,	,	PUNCT
easat-6023	407	14	"	"	PUNCT
easat-6023	407	15	revisiting	revisit	VERB
easat-6023	407	16	consistency	consistency	NOUN
easat-6023	407	17	with	with	ADP
easat-6023	407	18	random	random	ADJ
easat-6023	407	19	utility	utility	NOUN
easat-6023	407	20	maximisation	maximisation	NOUN
easat-6023	407	21	:	:	PUNCT
easat-6023	407	22	theory	theory	NOUN
easat-6023	407	23	and	and	CCONJ
easat-6023	407	24	implications	implication	NOUN
easat-6023	407	25	for	for	ADP
easat-6023	407	26	practical	practical	ADJ
easat-6023	407	27	work	work	NOUN
easat-6023	407	28	,	,	PUNCT
easat-6023	407	29	"	"	PUNCT
easat-6023	407	30	theory	theory	NOUN
easat-6023	407	31	and	and	CCONJ
easat-6023	407	32	decision	decision	NOUN
easat-6023	407	33	,	,	PUNCT
easat-6023	407	34	vol	vol	NOUN
easat-6023	407	35	.	.	PROPN
easat-6023	407	36	84	84	NUM
easat-6023	407	37	,	,	PUNCT
easat-6023	407	38	pp	pp	ADJ
easat-6023	407	39	.	.	PUNCT
easat-6023	408	1	181	181	NUM
easat-6023	408	2	-	-	SYM
easat-6023	408	3	204	204	NUM
easat-6023	408	4	,	,	PUNCT
easat-6023	408	5	2018	2018	NUM
easat-6023	408	6	.	.	PUNCT
easat-6023	409	1	https:/doi.org/10.1007	https:/doi.org/10.1007	NOUN
easat-6023	409	2	/	/	SYM
easat-6023	409	3	s11238	s11238	NOUN
easat-6023	409	4	-	-	PUNCT
easat-6023	409	5	017	017	NUM
easat-6023	409	6	-	-	PUNCT
easat-6023	409	7	9651	9651	NUM
easat-6023	409	8	-	-	SYM
easat-6023	409	9	7	7	NUM
easat-6023	410	1	[	[	X
easat-6023	410	2	31	31	NUM
easat-6023	410	3	]	]	PUNCT
easat-6023	410	4	k.	k.	PROPN
easat-6023	410	5	train	train	PROPN
easat-6023	410	6	,	,	PUNCT
easat-6023	410	7	discrete	discrete	ADJ
easat-6023	410	8	choice	choice	NOUN
easat-6023	410	9	methods	method	NOUN
easat-6023	410	10	with	with	ADP
easat-6023	410	11	simulation	simulation	NOUN
easat-6023	410	12	.	.	PUNCT
easat-6023	411	1	cambridg	cambridg	PROPN
easat-6023	411	2	:	:	PUNCT
easat-6023	412	1	cambridge	cambridge	PROPN
easat-6023	412	2	univ	univ	PROPN
easat-6023	412	3	press	press	PROPN
easat-6023	412	4	,	,	PUNCT
easat-6023	412	5	2003	2003	NUM
easat-6023	412	6	.	.	PUNCT
easat-6023	413	1	[	[	X
easat-6023	413	2	32	32	NUM
easat-6023	413	3	]	]	PUNCT
easat-6023	413	4	l.	l.	PROPN
easat-6023	413	5	wahab	wahab	PROPN
easat-6023	413	6	and	and	CCONJ
easat-6023	413	7	h.	h.	PROPN
easat-6023	413	8	jiang	jiang	PROPN
easat-6023	413	9	,	,	PUNCT
easat-6023	413	10	"	"	PUNCT
easat-6023	413	11	a	a	DET
easat-6023	413	12	multinomial	multinomial	ADJ
easat-6023	413	13	logit	logit	NOUN
easat-6023	413	14	analysis	analysis	NOUN
easat-6023	413	15	of	of	ADP
easat-6023	413	16	factors	factor	NOUN
easat-6023	413	17	associated	associate	VERB
easat-6023	413	18	with	with	ADP
easat-6023	413	19	severity	severity	NOUN
easat-6023	413	20	of	of	ADP
easat-6023	413	21	motorcycle	motorcycle	NOUN
easat-6023	413	22	crashes	crash	NOUN
easat-6023	413	23	in	in	ADP
easat-6023	413	24	ghana	ghana	PROPN
easat-6023	413	25	,	,	PUNCT
easat-6023	413	26	"	"	PUNCT
easat-6023	413	27	traffic	traffic	NOUN
easat-6023	413	28	injury	injury	NOUN
easat-6023	413	29	prevention	prevention	NOUN
easat-6023	413	30	,	,	PUNCT
easat-6023	413	31	vol	vol	NOUN
easat-6023	413	32	.	.	PROPN
easat-6023	413	33	20	20	NUM
easat-6023	413	34	,	,	PUNCT
easat-6023	413	35	no	no	INTJ
easat-6023	413	36	.	.	NOUN
easat-6023	413	37	5	5	NUM
easat-6023	413	38	,	,	PUNCT
easat-6023	413	39	pp	pp	ADJ
easat-6023	413	40	.	.	PUNCT
easat-6023	414	1	521	521	NUM
easat-6023	414	2	-	-	SYM
easat-6023	414	3	527	527	NUM
easat-6023	414	4	,	,	PUNCT
easat-6023	414	5	2019	2019	NUM
easat-6023	414	6	.	.	PUNCT
easat-6023	415	1	https:/doi.org/10.1080/15389588.2019.1616699	https:/doi.org/10.1080/15389588.2019.1616699	NOUN
easat-6023	415	2	[	[	X
easat-6023	415	3	33	33	NUM
easat-6023	415	4	]	]	PUNCT
easat-6023	415	5	j.	j.	PROPN
easat-6023	415	6	peyhardi	peyhardi	PROPN
easat-6023	415	7	,	,	PUNCT
easat-6023	415	8	"	"	PUNCT
easat-6023	415	9	robustness	robustness	NOUN
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easat-6023	415	11	student	student	NOUN
easat-6023	415	12	link	link	NOUN
easat-6023	415	13	function	function	NOUN
easat-6023	415	14	in	in	ADP
easat-6023	415	15	multinomial	multinomial	ADJ
easat-6023	415	16	choice	choice	NOUN
easat-6023	415	17	models	model	NOUN
easat-6023	415	18	,	,	PUNCT
easat-6023	415	19	"	"	PUNCT
easat-6023	415	20	journal	journal	NOUN
easat-6023	415	21	of	of	ADP
easat-6023	415	22	choice	choice	NOUN
easat-6023	415	23	modelling	modelling	NOUN
easat-6023	415	24	,	,	PUNCT
easat-6023	415	25	vol	vol	NOUN
easat-6023	415	26	.	.	PROPN
easat-6023	415	27	36	36	NUM
easat-6023	415	28	,	,	PUNCT
easat-6023	415	29	p.	p.	NOUN
easat-6023	415	30	100228	100228	NUM
easat-6023	415	31	,	,	PUNCT
easat-6023	415	32	2020	2020	NUM
easat-6023	415	33	.	.	PUNCT
easat-6023	416	1	https:/doi.org/10.1016	https:/doi.org/10.1016	PROPN
easat-6023	416	2	/	/	SYM
easat-6023	416	3	j.jocm.2020.100228	j.jocm.2020.100228	PROPN
easat-6023	417	1	[	[	X
easat-6023	417	2	34	34	NUM
easat-6023	417	3	]	]	X
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easat-6023	417	6	and	and	CCONJ
easat-6023	417	7	w.	w.	PROPN
easat-6023	417	8	fan	fan	PROPN
easat-6023	417	9	,	,	PUNCT
easat-6023	417	10	"	"	PUNCT
easat-6023	417	11	modelling	model	VERB
easat-6023	417	12	the	the	DET
easat-6023	417	13	severity	severity	NOUN
easat-6023	417	14	of	of	ADP
easat-6023	417	15	pedestrian	pedestrian	NOUN
easat-6023	417	16	injury	injury	NOUN
easat-6023	417	17	in	in	ADP
easat-6023	417	18	pedestrian	pedestrian	NOUN
easat-6023	417	19	—	—	PUNCT
easat-6023	417	20	vehicle	vehicle	NOUN
easat-6023	417	21	crashes	crash	NOUN
easat-6023	417	22	in	in	ADP
easat-6023	417	23	north	north	PROPN
easat-6023	417	24	carolina	carolina	PROPN
easat-6023	417	25	:	:	PUNCT
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easat-6023	417	28	proportional	proportional	ADJ
easat-6023	417	29	odds	odd	NOUN
easat-6023	417	30	logit	logit	PROPN
easat-6023	417	31	model	model	NOUN
easat-6023	417	32	approach	approach	NOUN
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easat-6023	417	34	"	"	PUNCT
easat-6023	417	35	journal	journal	NOUN
easat-6023	417	36	of	of	ADP
easat-6023	417	37	transportation	transportation	NOUN
easat-6023	417	38	safety	safety	NOUN
easat-6023	417	39	&	&	CCONJ
easat-6023	417	40	security	security	NOUN
easat-6023	417	41	,	,	PUNCT
easat-6023	417	42	vol	vol	NOUN
easat-6023	417	43	.	.	PROPN
easat-6023	418	1	12	12	NUM
easat-6023	418	2	,	,	PUNCT
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easat-6023	418	4	.	.	NOUN
easat-6023	418	5	3	3	NUM
easat-6023	418	6	,	,	PUNCT
easat-6023	418	7	pp	pp	ADJ
easat-6023	418	8	.	.	PUNCT
easat-6023	419	1	358	358	NUM
easat-6023	419	2	-	-	SYM
easat-6023	419	3	379	379	NUM
easat-6023	419	4	,	,	PUNCT
easat-6023	419	5	2020	2020	NUM
easat-6023	419	6	.	.	PUNCT
easat-6023	420	1	https:/doi.org/10.1080/19439962.2018.1483989	https:/doi.org/10.1080/19439962.2018.1483989	PROPN
easat-6023	421	1	[	[	X
easat-6023	421	2	35	35	NUM
easat-6023	421	3	]	]	PUNCT
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easat-6023	421	7	p.	p.	PROPN
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easat-6023	421	9	,	,	PUNCT
easat-6023	421	10	and	and	CCONJ
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easat-6023	421	13	,	,	PUNCT
easat-6023	421	14	"	"	PUNCT
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easat-6023	421	16	spatial	spatial	ADJ
easat-6023	421	17	multinomial	multinomial	ADJ
easat-6023	421	18	logit	logit	NOUN
easat-6023	421	19	model	model	NOUN
easat-6023	421	20	for	for	ADP
easat-6023	421	21	analysing	analyse	VERB
easat-6023	421	22	urban	urban	ADJ
easat-6023	421	23	expansion	expansion	NOUN
easat-6023	421	24	,	,	PUNCT
easat-6023	421	25	"	"	PUNCT
easat-6023	421	26	spatial	spatial	ADJ
easat-6023	421	27	economic	economic	ADJ
easat-6023	421	28	analysis	analysis	NOUN
easat-6023	421	29	,	,	PUNCT
easat-6023	421	30	vol	vol	NOUN
easat-6023	421	31	.	.	PROPN
easat-6023	421	32	17	17	NUM
easat-6023	421	33	,	,	PUNCT
easat-6023	421	34	no	no	INTJ
easat-6023	421	35	.	.	NOUN
easat-6023	421	36	2	2	NUM
easat-6023	421	37	,	,	PUNCT
easat-6023	421	38	pp	pp	ADJ
easat-6023	421	39	.	.	PUNCT
easat-6023	422	1	223	223	NUM
easat-6023	422	2	-	-	SYM
easat-6023	422	3	244	244	NUM
easat-6023	422	4	,	,	PUNCT
easat-6023	422	5	2022	2022	NUM
easat-6023	422	6	.	.	PUNCT
easat-6023	423	1	https:/doi.org/10.1080/17421772.2021.1933579	https:/doi.org/10.1080/17421772.2021.1933579	NOUN
easat-6023	424	1	[	[	X
easat-6023	424	2	36	36	NUM
easat-6023	424	3	]	]	PUNCT
easat-6023	424	4	a.	a.	PROPN
easat-6023	424	5	conti	conti	PROPN
easat-6023	424	6	and	and	CCONJ
easat-6023	424	7	f.	f.	PROPN
easat-6023	424	8	visentin	visentin	PROPN
easat-6023	424	9	,	,	PUNCT
easat-6023	424	10	"	"	PUNCT
easat-6023	424	11	a	a	DET
easat-6023	424	12	revealed	reveal	VERB
easat-6023	424	13	preference	preference	NOUN
easat-6023	424	14	analysis	analysis	NOUN
easat-6023	424	15	of	of	ADP
easat-6023	424	16	phd	phd	NOUN
easat-6023	424	17	students	student	NOUN
easat-6023	424	18	’	'	PUNCT
easat-6023	424	19	choices	choice	NOUN
easat-6023	424	20	over	over	ADP
easat-6023	424	21	employment	employment	NOUN
easat-6023	424	22	outcomes	outcome	NOUN
easat-6023	424	23	,	,	PUNCT
easat-6023	424	24	"	"	PUNCT
easat-6023	424	25	research	research	NOUN
easat-6023	424	26	policy	policy	NOUN
easat-6023	424	27	,	,	PUNCT
easat-6023	424	28	vol	vol	NOUN
easat-6023	424	29	.	.	PROPN
easat-6023	424	30	44	44	NUM
easat-6023	424	31	,	,	PUNCT
easat-6023	424	32	no	no	INTJ
easat-6023	424	33	.	.	NOUN
easat-6023	424	34	10	10	NUM
easat-6023	424	35	,	,	PUNCT
easat-6023	424	36	pp	pp	ADJ
easat-6023	424	37	.	.	PUNCT
easat-6023	424	38	1931	1931	NUM
easat-6023	424	39	-	-	SYM
easat-6023	424	40	1947	1947	NUM
easat-6023	424	41	,	,	PUNCT
easat-6023	424	42	2015	2015	NUM
easat-6023	424	43	.	.	PUNCT
easat-6023	425	1	https:/doi.org/10.1016	https:/doi.org/10.1016	PROPN
easat-6023	425	2	/	/	SYM
easat-6023	425	3	j.respol.2015.06.009	j.respol.2015.06.009	PROPN
easat-6023	426	1	[	[	X
easat-6023	426	2	37	37	NUM
easat-6023	426	3	]	]	X
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easat-6023	426	7	,	,	PUNCT
easat-6023	426	8	p.	p.	PROPN
easat-6023	426	9	de	de	PROPN
easat-6023	426	10	paola	paola	PROPN
easat-6023	426	11	,	,	PUNCT
easat-6023	426	12	and	and	CCONJ
easat-6023	426	13	f.	f.	PROPN
easat-6023	426	14	torrieri	torrieri	PROPN
easat-6023	426	15	,	,	PUNCT
easat-6023	426	16	"	"	PUNCT
easat-6023	426	17	an	an	DET
easat-6023	426	18	integrated	integrated	ADJ
easat-6023	426	19	choice	choice	NOUN
easat-6023	426	20	model	model	NOUN
easat-6023	426	21	for	for	ADP
easat-6023	426	22	the	the	DET
easat-6023	426	23	evaluation	evaluation	NOUN
easat-6023	426	24	of	of	ADP
easat-6023	426	25	urban	urban	ADJ
easat-6023	426	26	sustainable	sustainable	ADJ
easat-6023	426	27	renewal	renewal	NOUN
easat-6023	426	28	scenarios	scenario	NOUN
easat-6023	426	29	,	,	PUNCT
easat-6023	426	30	"	"	PUNCT
easat-6023	426	31	advanced	advanced	ADJ
easat-6023	426	32	materials	material	NOUN
easat-6023	426	33	research	research	NOUN
easat-6023	426	34	,	,	PUNCT
easat-6023	426	35	vol	vol	NOUN
easat-6023	426	36	.	.	PROPN
easat-6023	426	37	1030	1030	NUM
easat-6023	426	38	,	,	PUNCT
easat-6023	426	39	pp	pp	ADJ
easat-6023	426	40	.	.	PUNCT
easat-6023	427	1	2399	2399	NUM
easat-6023	427	2	-	-	SYM
easat-6023	427	3	2406	2406	NUM
easat-6023	427	4	,	,	PUNCT
easat-6023	427	5	2014	2014	NUM
easat-6023	427	6	.	.	PUNCT
easat-6023	428	1	[	[	X
easat-6023	428	2	38	38	NUM
easat-6023	428	3	]	]	PUNCT
easat-6023	428	4	s.	s.	PROPN
easat-6023	428	5	hess	hess	PROPN
easat-6023	428	6	and	and	CCONJ
easat-6023	428	7	d.	d.	PROPN
easat-6023	428	8	palma	palma	PROPN
easat-6023	428	9	,	,	PUNCT
easat-6023	428	10	"	"	PUNCT
easat-6023	428	11	apollo	apollo	PROPN
easat-6023	428	12	:	:	PUNCT
easat-6023	428	13	a	a	DET
easat-6023	428	14	flexible	flexible	ADJ
easat-6023	428	15	,	,	PUNCT
easat-6023	428	16	powerful	powerful	ADJ
easat-6023	428	17	and	and	CCONJ
easat-6023	428	18	customisable	customisable	ADJ
easat-6023	428	19	freeware	freeware	NOUN
easat-6023	428	20	package	package	NOUN
easat-6023	428	21	for	for	ADP
easat-6023	428	22	choice	choice	NOUN
easat-6023	428	23	model	model	NOUN
easat-6023	428	24	estimation	estimation	NOUN
easat-6023	428	25	and	and	CCONJ
easat-6023	428	26	application	application	NOUN
easat-6023	428	27	,	,	PUNCT
easat-6023	428	28	"	"	PUNCT
easat-6023	428	29	journal	journal	NOUN
easat-6023	428	30	of	of	ADP
easat-6023	428	31	choice	choice	NOUN
easat-6023	428	32	modelling	modelling	NOUN
easat-6023	428	33	,	,	PUNCT
easat-6023	428	34	vol	vol	NOUN
easat-6023	428	35	.	.	PROPN
easat-6023	428	36	32	32	NUM
easat-6023	428	37	,	,	PUNCT
easat-6023	428	38	p.	p.	NOUN
easat-6023	428	39	100170	100170	NUM
easat-6023	428	40	,	,	PUNCT
easat-6023	428	41	2019	2019	NUM
easat-6023	428	42	.	.	PUNCT
easat-6023	429	1	https:/doi.org/10.1016	https:/doi.org/10.1016	NOUN
easat-6023	429	2	/	/	SYM
easat-6023	429	3	j.jocm.2019.100170	j.jocm.2019.100170	NOUN
easat-6023	429	4	[	[	X
easat-6023	429	5	39	39	NUM
easat-6023	429	6	]	]	PUNCT
easat-6023	429	7	a.	a.	NOUN
easat-6023	429	8	anand	anand	PROPN
easat-6023	429	9	and	and	CCONJ
easat-6023	429	10	g.	g.	PROPN
easat-6023	429	11	bansal	bansal	PROPN
easat-6023	429	12	,	,	PUNCT
easat-6023	429	13	"	"	PUNCT
easat-6023	429	14	predicting	predict	VERB
easat-6023	429	15	customer	customer	NOUN
easat-6023	429	16	’s	’s	PART
easat-6023	429	17	satisfaction	satisfaction	NOUN
easat-6023	429	18	(	(	PUNCT
easat-6023	429	19	dissatisfaction	dissatisfaction	NOUN
easat-6023	429	20	)	)	PUNCT
easat-6023	429	21	using	use	VERB
easat-6023	429	22	logistic	logistic	ADJ
easat-6023	429	23	regression	regression	NOUN
easat-6023	429	24	,	,	PUNCT
easat-6023	429	25	"	"	PUNCT
easat-6023	429	26	international	international	ADJ
easat-6023	429	27	journal	journal	NOUN
easat-6023	429	28	of	of	ADP
easat-6023	429	29	mathematical	mathematical	ADJ
easat-6023	429	30	,	,	PUNCT
easat-6023	429	31	engineering	engineering	NOUN
easat-6023	429	32	and	and	CCONJ
easat-6023	429	33	management	management	NOUN
easat-6023	429	34	sciences	science	NOUN
easat-6023	429	35	,	,	PUNCT
easat-6023	429	36	vol	vol	NOUN
easat-6023	429	37	.	.	PROPN
easat-6023	430	1	1	1	NUM
easat-6023	430	2	,	,	PUNCT
easat-6023	430	3	no	no	INTJ
easat-6023	430	4	.	.	NOUN
easat-6023	430	5	2	2	NUM
easat-6023	430	6	,	,	PUNCT
easat-6023	430	7	pp	pp	ADJ
easat-6023	430	8	.	.	PUNCT
easat-6023	431	1	77	77	NUM
easat-6023	431	2	-	-	SYM
easat-6023	431	3	88	88	NUM
easat-6023	431	4	,	,	PUNCT
easat-6023	431	5	2016	2016	NUM
easat-6023	431	6	.	.	PUNCT
easat-6023	432	1	https:/doi.org/10.33889	https:/doi.org/10.33889	NOUN
easat-6023	432	2	/	/	SYM
easat-6023	432	3	ijmems.2016.1.2	ijmems.2016.1.2	PROPN
easat-6023	432	4	-	-	PUNCT
easat-6023	432	5	009	009	NUM
easat-6023	432	6	[	[	X
easat-6023	432	7	40	40	NUM
easat-6023	432	8	]	]	PUNCT
easat-6023	432	9	m.	m.	NOUN
easat-6023	432	10	w.	w.	PROPN
easat-6023	432	11	fagerland	fagerland	PROPN
easat-6023	432	12	and	and	CCONJ
easat-6023	432	13	d.	d.	PROPN
easat-6023	432	14	w.	w.	PROPN
easat-6023	432	15	hosmer	hosmer	PROPN
easat-6023	432	16	,	,	PUNCT
easat-6023	432	17	"	"	PUNCT
easat-6023	432	18	a	a	DET
easat-6023	432	19	generalized	generalized	ADJ
easat-6023	432	20	hosmer	hosmer	NOUN
easat-6023	432	21	–	–	PUNCT
easat-6023	432	22	lemeshow	lemeshow	NOUN
easat-6023	432	23	goodness	goodness	NOUN
easat-6023	432	24	-	-	PUNCT
easat-6023	432	25	of	of	ADP
easat-6023	432	26	-	-	PUNCT
easat-6023	432	27	fit	fit	NOUN
easat-6023	432	28	test	test	NOUN
easat-6023	432	29	for	for	ADP
easat-6023	432	30	multinomial	multinomial	ADJ
easat-6023	432	31	logistic	logistic	ADJ
easat-6023	432	32	regression	regression	NOUN
easat-6023	432	33	models	model	NOUN
easat-6023	432	34	,	,	PUNCT
easat-6023	432	35	"	"	PUNCT
easat-6023	432	36	the	the	DET
easat-6023	432	37	stata	stata	PROPN
easat-6023	432	38	journal	journal	NOUN
easat-6023	432	39	,	,	PUNCT
easat-6023	432	40	vol	vol	NOUN
easat-6023	432	41	.	.	PROPN
easat-6023	432	42	12	12	NUM
easat-6023	432	43	,	,	PUNCT
easat-6023	432	44	no	no	INTJ
easat-6023	432	45	.	.	NOUN
easat-6023	432	46	3	3	NUM
easat-6023	432	47	,	,	PUNCT
easat-6023	432	48	pp	pp	ADJ
easat-6023	432	49	.	.	PUNCT
easat-6023	433	1	447	447	NUM
easat-6023	433	2	-	-	NUM
easat-6023	433	3	453	453	NUM
easat-6023	433	4	,	,	PUNCT
easat-6023	433	5	2012	2012	NUM
easat-6023	433	6	.	.	PUNCT
easat-6023	434	1	https:/doi.org/10.1177/1536867x1201200307	https:/doi.org/10.1177/1536867x1201200307	NOUN
easat-6023	434	2	[	[	X
easat-6023	434	3	41	41	NUM
easat-6023	434	4	]	]	X
easat-6023	434	5	k.	k.	PROPN
easat-6023	434	6	prasad	prasad	PROPN
easat-6023	434	7	,	,	PUNCT
easat-6023	434	8	r.	r.	PROPN
easat-6023	434	9	vaidya	vaidya	PROPN
easat-6023	434	10	,	,	PUNCT
easat-6023	434	11	and	and	CCONJ
easat-6023	434	12	v.	v.	ADP
easat-6023	434	13	a.	a.	NOUN
easat-6023	434	14	kumar	kumar	PROPN
easat-6023	434	15	,	,	PUNCT
easat-6023	434	16	"	"	PUNCT
easat-6023	434	17	teacher	teacher	NOUN
easat-6023	434	18	’s	’s	PART
easat-6023	434	19	performance	performance	NOUN
easat-6023	434	20	as	as	ADP
easat-6023	434	21	a	a	DET
easat-6023	434	22	function	function	NOUN
easat-6023	434	23	of	of	ADP
easat-6023	434	24	occupational	occupational	ADJ
easat-6023	434	25	stress	stress	NOUN
easat-6023	434	26	and	and	CCONJ
easat-6023	434	27	coping	cope	VERB
easat-6023	434	28	with	with	ADP
easat-6023	434	29	reference	reference	NOUN
easat-6023	434	30	to	to	ADP
easat-6023	434	31	cbse	cbse	NOUN
easat-6023	434	32	affiliated	affiliate	VERB
easat-6023	434	33	school	school	NOUN
easat-6023	434	34	teachers	teacher	NOUN
easat-6023	434	35	in	in	ADP
easat-6023	434	36	and	and	CCONJ
easat-6023	434	37	around	around	ADP
easat-6023	434	38	hyderabad	hyderabad	PROPN
easat-6023	434	39	:	:	PUNCT
easat-6023	434	40	a	a	DET
easat-6023	434	41	multinomial	multinomial	ADJ
easat-6023	434	42	regression	regression	NOUN
easat-6023	434	43	approach	approach	NOUN
easat-6023	434	44	,	,	PUNCT
easat-6023	434	45	"	"	PUNCT
easat-6023	434	46	psychology	psychology	NOUN
easat-6023	434	47	,	,	PUNCT
easat-6023	434	48	vol	vol	NOUN
easat-6023	434	49	.	.	PROPN
easat-6023	435	1	7	7	NUM
easat-6023	435	2	,	,	PUNCT
easat-6023	435	3	no	no	INTJ
easat-6023	435	4	.	.	NOUN
easat-6023	435	5	13	13	NUM
easat-6023	435	6	,	,	PUNCT
easat-6023	435	7	pp	pp	ADJ
easat-6023	435	8	.	.	PUNCT
easat-6023	436	1	1700	1700	NUM
easat-6023	436	2	-	-	SYM
easat-6023	436	3	1718	1718	NUM
easat-6023	436	4	,	,	PUNCT
easat-6023	436	5	2016	2016	NUM
easat-6023	436	6	.	.	PUNCT
easat-6023	437	1	https:/doi.org/10.4236	https:/doi.org/10.4236	ADJ
easat-6023	437	2	/	/	SYM
easat-6023	437	3	psych.2016.713160	psych.2016.713160	NOUN
easat-6023	437	4	[	[	X
easat-6023	437	5	42	42	NUM
easat-6023	437	6	]	]	PUNCT
easat-6023	437	7	s.	s.	PROPN
easat-6023	437	8	y.	y.	PROPN
easat-6023	437	9	sohn	sohn	PROPN
easat-6023	437	10	and	and	CCONJ
easat-6023	437	11	h.	h.	PROPN
easat-6023	437	12	s.	s.	PROPN
easat-6023	437	13	kim	kim	PROPN
easat-6023	437	14	,	,	PUNCT
easat-6023	437	15	"	"	PUNCT
easat-6023	437	16	random	random	ADJ
easat-6023	437	17	effects	effect	NOUN
easat-6023	437	18	logistic	logistic	ADJ
easat-6023	437	19	regression	regression	NOUN
easat-6023	437	20	model	model	NOUN
easat-6023	437	21	for	for	ADP
easat-6023	437	22	default	default	NOUN
easat-6023	437	23	prediction	prediction	NOUN
easat-6023	437	24	of	of	ADP
easat-6023	437	25	technology	technology	NOUN
easat-6023	437	26	credit	credit	NOUN
easat-6023	437	27	guarantee	guarantee	NOUN
easat-6023	437	28	fund	fund	NOUN
easat-6023	437	29	,	,	PUNCT
easat-6023	437	30	"	"	PUNCT
easat-6023	437	31	european	european	ADJ
easat-6023	437	32	journal	journal	PROPN
easat-6023	437	33	of	of	ADP
easat-6023	437	34	operational	operational	ADJ
easat-6023	437	35	research	research	NOUN
easat-6023	437	36	,	,	PUNCT
easat-6023	437	37	vol	vol	NOUN
easat-6023	437	38	.	.	PROPN
easat-6023	437	39	183	183	NUM
easat-6023	437	40	,	,	PUNCT
easat-6023	437	41	no	no	INTJ
easat-6023	437	42	.	.	NOUN
easat-6023	437	43	1	1	NUM
easat-6023	437	44	,	,	PUNCT
easat-6023	437	45	pp	pp	ADJ
easat-6023	437	46	.	.	PUNCT
easat-6023	438	1	472	472	NUM
easat-6023	438	2	-	-	SYM
easat-6023	438	3	478	478	NUM
easat-6023	438	4	,	,	PUNCT
easat-6023	438	5	2007	2007	NUM
easat-6023	438	6	.	.	PUNCT
easat-6023	439	1	https:/doi.org/10.1016	https:/doi.org/10.1016	PROPN
easat-6023	439	2	/	/	SYM
easat-6023	439	3	j.ejor.2006.10.006	j.ejor.2006.10.006	PROPN
easat-6023	439	4	.	.	PUNCT
easat-6023	440	1	16	16	NUM
easat-6023	441	1	[	[	X
easat-6023	441	2	43	43	NUM
easat-6023	441	3	]	]	X
easat-6023	441	4	g.	g.	PROPN
easat-6023	441	5	mwinkume	mwinkume	PROPN
easat-6023	441	6	,	,	PUNCT
easat-6023	441	7	c.	c.	PROPN
easat-6023	441	8	nandakumar	nandakumar	PROPN
easat-6023	441	9	,	,	PUNCT
easat-6023	441	10	e.	e.	PROPN
easat-6023	441	11	aidoo	aidoo	PROPN
easat-6023	441	12	,	,	PUNCT
easat-6023	441	13	and	and	CCONJ
easat-6023	441	14	a.	a.	NOUN
easat-6023	441	15	raj	raj	PROPN
easat-6023	441	16	,	,	PUNCT
easat-6023	441	17	"	"	PUNCT
easat-6023	441	18	enhanced	enhanced	ADJ
easat-6023	441	19	multinomial	multinomial	ADJ
easat-6023	441	20	logistic	logistic	ADJ
easat-6023	441	21	regression	regression	NOUN
easat-6023	441	22	analysis	analysis	NOUN
easat-6023	441	23	of	of	ADP
easat-6023	441	24	determinants	determinant	NOUN
easat-6023	441	25	influencing	influence	VERB
easat-6023	441	26	technical	technical	ADJ
easat-6023	441	27	and	and	CCONJ
easat-6023	441	28	vocational	vocational	ADJ
easat-6023	441	29	education	education	NOUN
easat-6023	441	30	and	and	CCONJ
easat-6023	441	31	training	training	NOUN
easat-6023	441	32	(	(	PUNCT
easat-6023	441	33	tvet	tvet	NOUN
easat-6023	441	34	)	)	PUNCT
easat-6023	441	35	choices	choice	NOUN
easat-6023	441	36	among	among	ADP
easat-6023	441	37	ghanaian	ghanaian	ADJ
easat-6023	441	38	youth	youth	NOUN
easat-6023	441	39	:	:	PUNCT
easat-6023	441	40	implications	implication	NOUN
easat-6023	441	41	for	for	ADP
easat-6023	441	42	policy	policy	NOUN
easat-6023	441	43	development	development	NOUN
easat-6023	441	44	,	,	PUNCT
easat-6023	441	45	"	"	PUNCT
easat-6023	441	46	journal	journal	NOUN
easat-6023	441	47	of	of	ADP
easat-6023	441	48	infrastructure	infrastructure	NOUN
easat-6023	441	49	,	,	PUNCT
easat-6023	441	50	policy	policy	NOUN
easat-6023	441	51	and	and	CCONJ
easat-6023	441	52	development	development	NOUN
easat-6023	441	53	,	,	PUNCT
easat-6023	441	54	vol	vol	NOUN
easat-6023	441	55	.	.	PROPN
easat-6023	441	56	8	8	NUM
easat-6023	441	57	,	,	PUNCT
easat-6023	441	58	no	no	INTJ
easat-6023	441	59	.	.	NOUN
easat-6023	441	60	11	11	NUM
easat-6023	441	61	,	,	PUNCT
easat-6023	441	62	p.	p.	NOUN
easat-6023	441	63	8642	8642	NUM
easat-6023	441	64	,	,	PUNCT
easat-6023	441	65	2024	2024	NUM
easat-6023	441	66	.	.	PUNCT
easat-6023	442	1	https:/doi.org/10.24294	https:/doi.org/10.24294	NOUN
easat-6023	442	2	/	/	SYM
easat-6023	443	1	jipd.v8i11.8642	jipd.v8i11.8642	PROPN
easat-6023	444	1	[	[	X
easat-6023	444	2	44	44	NUM
easat-6023	444	3	]	]	PUNCT
easat-6023	444	4	j.	j.	PROPN
easat-6023	444	5	cohen	cohen	PROPN
easat-6023	444	6	,	,	PUNCT
easat-6023	444	7	p.	p.	PROPN
easat-6023	444	8	cohen	cohen	PROPN
easat-6023	444	9	,	,	PUNCT
easat-6023	444	10	s.	s.	PROPN
easat-6023	444	11	g.	g.	PROPN
easat-6023	444	12	west	west	PROPN
easat-6023	444	13	,	,	PUNCT
easat-6023	444	14	and	and	CCONJ
easat-6023	444	15	l.	l.	PROPN
easat-6023	444	16	s.	s.	PROPN
easat-6023	444	17	aiken	aiken	PROPN
easat-6023	444	18	,	,	PUNCT
easat-6023	444	19	applied	apply	VERB
easat-6023	444	20	multiple	multiple	ADJ
easat-6023	444	21	regression	regression	NOUN
easat-6023	444	22	correlation	correlation	NOUN
easat-6023	444	23	analysis	analysis	NOUN
easat-6023	444	24	for	for	ADP
easat-6023	444	25	the	the	DET
easat-6023	444	26	behavioral	behavioral	ADJ
easat-6023	444	27	sciences	science	NOUN
easat-6023	444	28	,	,	PUNCT
easat-6023	444	29	3rd	3rd	ADJ
easat-6023	444	30	ed	ed	NOUN
easat-6023	444	31	.	.	PUNCT
easat-6023	445	1	new	new	PROPN
easat-6023	445	2	york	york	PROPN
easat-6023	445	3	london	london	PROPN
easat-6023	445	4	:	:	PUNCT
easat-6023	445	5	routledge	routledge	PROPN
easat-6023	445	6	taylor	taylor	PROPN
easat-6023	445	7	&	&	CCONJ
easat-6023	445	8	francis	francis	PROPN
easat-6023	445	9	group	group	PROPN
easat-6023	445	10	,	,	PUNCT
easat-6023	445	11	2015	2015	NUM
easat-6023	445	12	.	.	PUNCT
easat-6023	446	1	[	[	X
easat-6023	446	2	45	45	NUM
easat-6023	446	3	]	]	PUNCT
easat-6023	446	4	p.	p.	NOUN
easat-6023	446	5	a.	a.	NOUN
easat-6023	446	6	igwe	igwe	PROPN
easat-6023	446	7	,	,	PUNCT
easat-6023	446	8	k.	k.	PROPN
easat-6023	446	9	odunukan	odunukan	PROPN
easat-6023	446	10	,	,	PUNCT
easat-6023	446	11	m.	m.	PROPN
easat-6023	446	12	rahman	rahman	PROPN
easat-6023	446	13	,	,	PUNCT
easat-6023	446	14	d.	d.	PROPN
easat-6023	446	15	g.	g.	PROPN
easat-6023	446	16	rugara	rugara	PROPN
easat-6023	446	17	,	,	PUNCT
easat-6023	446	18	and	and	CCONJ
easat-6023	446	19	c.	c.	PROPN
easat-6023	446	20	ochinanwata	ochinanwata	PROPN
easat-6023	446	21	,	,	PUNCT
easat-6023	446	22	"	"	PUNCT
easat-6023	446	23	how	how	SCONJ
easat-6023	446	24	entrepreneurship	entrepreneurship	NOUN
easat-6023	446	25	ecosystem	ecosystem	NOUN
easat-6023	446	26	influences	influence	VERB
easat-6023	446	27	the	the	DET
easat-6023	446	28	development	development	NOUN
easat-6023	446	29	of	of	ADP
easat-6023	446	30	frugal	frugal	ADJ
easat-6023	446	31	innovation	innovation	NOUN
easat-6023	446	32	and	and	CCONJ
easat-6023	446	33	informal	informal	ADJ
easat-6023	446	34	entrepreneurship	entrepreneurship	NOUN
easat-6023	446	35	,	,	PUNCT
easat-6023	446	36	"	"	PUNCT
easat-6023	446	37	thunderbird	thunderbird	PROPN
easat-6023	446	38	international	international	PROPN
easat-6023	446	39	business	business	PROPN
easat-6023	446	40	review	review	PROPN
easat-6023	446	41	,	,	PUNCT
easat-6023	446	42	vol	vol	NOUN
easat-6023	446	43	.	.	PROPN
easat-6023	447	1	62	62	NUM
easat-6023	447	2	,	,	PUNCT
easat-6023	447	3	no	no	INTJ
easat-6023	447	4	.	.	NOUN
easat-6023	447	5	5	5	NUM
easat-6023	447	6	,	,	PUNCT
easat-6023	447	7	pp	pp	ADJ
easat-6023	447	8	.	.	PUNCT
easat-6023	448	1	475	475	NUM
easat-6023	448	2	-	-	SYM
easat-6023	448	3	488	488	NUM
easat-6023	448	4	,	,	PUNCT
easat-6023	448	5	2020	2020	NUM
easat-6023	448	6	.	.	PUNCT
easat-6023	449	1	https:/doi.org/10.1002	https:/doi.org/10.1002	NOUN
easat-6023	449	2	/	/	SYM
easat-6023	449	3	tie.22157	tie.22157	X
easat-6023	449	4	[	[	X
easat-6023	449	5	46	46	NUM
easat-6023	449	6	]	]	X
easat-6023	449	7	d.	d.	PROPN
easat-6023	449	8	matricano	matricano	PROPN
easat-6023	449	9	,	,	PUNCT
easat-6023	449	10	"	"	PUNCT
easat-6023	449	11	young	young	ADJ
easat-6023	449	12	entrepreneurs	entrepreneur	NOUN
easat-6023	449	13	and	and	CCONJ
easat-6023	449	14	skills	skill	NOUN
easat-6023	449	15	mismatch	mismatch	NOUN
easat-6023	449	16	in	in	ADP
easat-6023	449	17	school	school	NOUN
easat-6023	449	18	-	-	PUNCT
easat-6023	449	19	to	to	ADP
easat-6023	449	20	-	-	PUNCT
easat-6023	449	21	work	work	NOUN
easat-6023	449	22	transition	transition	NOUN
easat-6023	449	23	:	:	PUNCT
easat-6023	449	24	empirical	empirical	ADJ
easat-6023	449	25	evidence	evidence	NOUN
easat-6023	449	26	from	from	ADP
easat-6023	449	27	innovation	innovation	NOUN
easat-6023	449	28	processes	process	NOUN
easat-6023	449	29	managed	manage	VERB
easat-6023	449	30	in	in	ADP
easat-6023	449	31	italian	italian	ADJ
easat-6023	449	32	ntbfs	ntbfs	NOUN
easat-6023	449	33	,	,	PUNCT
easat-6023	449	34	"	"	PUNCT
easat-6023	449	35	international	international	ADJ
easat-6023	449	36	journal	journal	NOUN
easat-6023	449	37	of	of	ADP
easat-6023	449	38	manpower	manpower	NOUN
easat-6023	449	39	,	,	PUNCT
easat-6023	449	40	vol	vol	NOUN
easat-6023	449	41	.	.	PROPN
easat-6023	449	42	44	44	NUM
easat-6023	449	43	,	,	PUNCT
easat-6023	449	44	no	no	INTJ
easat-6023	449	45	.	.	NOUN
easat-6023	449	46	6	6	NUM
easat-6023	449	47	,	,	PUNCT
easat-6023	449	48	pp	pp	ADJ
easat-6023	449	49	.	.	PUNCT
easat-6023	450	1	1028	1028	NUM
easat-6023	450	2	-	-	SYM
easat-6023	450	3	1045	1045	NUM
easat-6023	450	4	,	,	PUNCT
easat-6023	450	5	2023	2023	NUM
easat-6023	450	6	.	.	PUNCT
easat-6023	451	1	https:/doi.org/10.1108	https:/doi.org/10.1108	PROPN
easat-6023	451	2	/	/	SYM
easat-6023	451	3	ijm-09	ijm-09	NOUN
easat-6023	451	4	-	-	PUNCT
easat-6023	451	5	2021	2021	NUM
easat-6023	451	6	-	-	SYM
easat-6023	451	7	0547	0547	NUM
easat-6023	451	8	www.routledge.com/9780367352769	www.routledge.com/9780367352769	NOUN