id	sid	tid	token	lemma	pos
aijes-7162	1	1	agora	agora	PROPN
aijes-7162	1	2	international	international	PROPN
aijes-7162	1	3	journal	journal	NOUN
aijes-7162	1	4	of	of	ADP
aijes-7162	1	5	economical	economical	ADJ
aijes-7162	1	6	sciences	science	NOUN
aijes-7162	1	7	,	,	PUNCT
aijes-7162	1	8	http://univagora.ro/jour/index.php/aijes	http://univagora.ro/jour/index.php/aijes	PRON
aijes-7162	1	9	issn	issn	PROPN
aijes-7162	1	10	2067	2067	NUM
aijes-7162	1	11	-	-	SYM
aijes-7162	1	12	3310	3310	NUM
aijes-7162	1	13	,	,	PUNCT
aijes-7162	1	14	e	e	X
aijes-7162	1	15	-	-	PUNCT
aijes-7162	1	16	issn	issn	PROPN
aijes-7162	1	17	2067	2067	NUM
aijes-7162	1	18	-	-	SYM
aijes-7162	1	19	7669	7669	NUM
aijes-7162	1	20	vol	vol	NOUN
aijes-7162	1	21	.	.	PROPN
aijes-7162	1	22	19	19	NUM
aijes-7162	1	23	,	,	PUNCT
aijes-7162	1	24	no	no	INTJ
aijes-7162	1	25	.	.	NOUN
aijes-7162	1	26	1	1	NUM
aijes-7162	1	27	(	(	PUNCT
aijes-7162	1	28	2025	2025	NUM
aijes-7162	1	29	)	)	PUNCT
aijes-7162	1	30	,	,	PUNCT
aijes-7162	1	31	pp	pp	PROPN
aijes-7162	1	32	.	.	PUNCT
aijes-7162	2	1	315	315	NUM
aijes-7162	2	2	-	-	SYM
aijes-7162	2	3	328	328	NUM
aijes-7162	2	4	315	315	NUM
aijes-7162	2	5	understanding	understanding	NOUN
aijes-7162	2	6	stem	stem	NOUN
aijes-7162	2	7	employment	employment	NOUN
aijes-7162	2	8	challenges	challenge	NOUN
aijes-7162	2	9	in	in	ADP
aijes-7162	2	10	georgia	georgia	PROPN
aijes-7162	2	11	:	:	PUNCT
aijes-7162	2	12	a	a	DET
aijes-7162	2	13	qualitative	qualitative	ADJ
aijes-7162	2	14	analysis	analysis	NOUN
aijes-7162	2	15	of	of	ADP
aijes-7162	2	16	employer	employer	NOUN
aijes-7162	2	17	perspectives	perspective	NOUN
aijes-7162	2	18	a.	a.	NOUN
aijes-7162	2	19	vashakmadze	vashakmadze	PROPN
aijes-7162	2	20	,	,	PUNCT
aijes-7162	2	21	n.	n.	PROPN
aijes-7162	2	22	mikava	mikava	PROPN
aijes-7162	2	23	,	,	PUNCT
aijes-7162	2	24	t.	t.	PROPN
aijes-7162	2	25	zhghenti	zhghenti	PROPN
aijes-7162	2	26	,	,	PUNCT
aijes-7162	2	27	d.	d.	PROPN
aijes-7162	2	28	sikharulidze	sikharulidze	PROPN
aijes-7162	2	29	ani	ani	X
aijes-7162	2	30	vashakmadze¹	vashakmadze¹	PROPN
aijes-7162	2	31	,	,	PUNCT
aijes-7162	2	32	nino	nino	PROPN
aijes-7162	2	33	mikava²	mikava²	PROPN
aijes-7162	2	34	,	,	PUNCT
aijes-7162	2	35	tsotne	tsotne	PROPN
aijes-7162	2	36	zhghenti³	zhghenti³	PROPN
aijes-7162	2	37	,	,	PUNCT
aijes-7162	2	38	davit	davit	NOUN
aijes-7162	2	39	sikharulidze⁴	sikharulidze⁴	NOUN
aijes-7162	2	40	¹	¹	PROPN
aijes-7162	2	41	²	²	PROPN
aijes-7162	2	42	³	³	NUM
aijes-7162	2	43	business	business	NOUN
aijes-7162	2	44	and	and	CCONJ
aijes-7162	2	45	technology	technology	NOUN
aijes-7162	2	46	university	university	NOUN
aijes-7162	2	47	,	,	PUNCT
aijes-7162	2	48	georgia	georgia	PROPN
aijes-7162	2	49	¹	¹	PROPN
aijes-7162	2	50	orcid.org/0000-0002-2072-6904	orcid.org/0000-0002-2072-6904	VERB
aijes-7162	2	51	,	,	PUNCT
aijes-7162	2	52	e	e	NOUN
aijes-7162	2	53	-	-	NOUN
aijes-7162	2	54	mail	mail	NOUN
aijes-7162	2	55	:	:	PUNCT
aijes-7162	2	56	ani.vashakmadze@btu.edu.ge	ani.vashakmadze@btu.edu.ge	NOUN
aijes-7162	2	57	²	²	NUM
aijes-7162	2	58	orcid.org/0000-0002-9567-3958	orcid.org/0000-0002-9567-3958	NOUN
aijes-7162	2	59	,	,	PUNCT
aijes-7162	2	60	e	e	NOUN
aijes-7162	2	61	-	-	NOUN
aijes-7162	2	62	mail	mail	NOUN
aijes-7162	2	63	:	:	PUNCT
aijes-7162	2	64	nino.mikava@btu.edu.ge	nino.mikava@btu.edu.ge	ADJ
aijes-7162	2	65	³	³	NUM
aijes-7162	2	66	orcid.org/0000-0002-6779-172x	orcid.org/0000-0002-6779-172x	NOUN
aijes-7162	2	67	,	,	PUNCT
aijes-7162	2	68	e	e	NOUN
aijes-7162	2	69	-	-	NOUN
aijes-7162	2	70	mail	mail	NOUN
aijes-7162	2	71	:	:	PUNCT
aijes-7162	3	1	tsotne.zhghenti@btu.edu.ge	tsotne.zhghenti@btu.edu.ge	ADP
aijes-7162	3	2	⁴	⁴	NUM
aijes-7162	3	3	ivane	ivane	NOUN
aijes-7162	3	4	javakhishvili	javakhishvili	NOUN
aijes-7162	3	5	tbilisi	tbilisi	PROPN
aijes-7162	3	6	state	state	PROPN
aijes-7162	3	7	university	university	PROPN
aijes-7162	3	8	,	,	PUNCT
aijes-7162	3	9	georgia	georgia	PROPN
aijes-7162	3	10	orcid.org/0000-0003-1738-9828	orcid.org/0000-0003-1738-9828	PROPN
aijes-7162	3	11	,	,	PUNCT
aijes-7162	3	12	e	e	NOUN
aijes-7162	3	13	-	-	NOUN
aijes-7162	3	14	mail	mail	NOUN
aijes-7162	3	15	:	:	PUNCT
aijes-7162	3	16	davit.sikharulidze@tsu.ge	davit.sikharulidze@tsu.ge	VERB
aijes-7162	3	17	abstract	abstract	NOUN
aijes-7162	3	18	:	:	PUNCT
aijes-7162	3	19	this	this	DET
aijes-7162	3	20	paper	paper	NOUN
aijes-7162	3	21	explores	explore	VERB
aijes-7162	3	22	the	the	DET
aijes-7162	3	23	challenges	challenge	NOUN
aijes-7162	3	24	and	and	CCONJ
aijes-7162	3	25	opportunities	opportunity	NOUN
aijes-7162	3	26	within	within	ADP
aijes-7162	3	27	georgia	georgia	PROPN
aijes-7162	3	28	’s	’s	PART
aijes-7162	3	29	stem	stem	NOUN
aijes-7162	3	30	(	(	PUNCT
aijes-7162	3	31	science	science	NOUN
aijes-7162	3	32	,	,	PUNCT
aijes-7162	3	33	technology	technology	NOUN
aijes-7162	3	34	,	,	PUNCT
aijes-7162	3	35	engineering	engineering	NOUN
aijes-7162	3	36	,	,	PUNCT
aijes-7162	3	37	and	and	CCONJ
aijes-7162	3	38	mathematics	mathematic	NOUN
aijes-7162	3	39	)	)	PUNCT
aijes-7162	3	40	labor	labor	NOUN
aijes-7162	3	41	market	market	NOUN
aijes-7162	3	42	from	from	ADP
aijes-7162	3	43	the	the	DET
aijes-7162	3	44	perspective	perspective	NOUN
aijes-7162	3	45	of	of	ADP
aijes-7162	3	46	employers	employer	NOUN
aijes-7162	3	47	.	.	PUNCT
aijes-7162	4	1	drawing	draw	VERB
aijes-7162	4	2	on	on	ADP
aijes-7162	4	3	qualitative	qualitative	ADJ
aijes-7162	4	4	data	datum	NOUN
aijes-7162	4	5	from	from	ADP
aijes-7162	4	6	in	in	ADP
aijes-7162	4	7	-	-	PUNCT
aijes-7162	4	8	depth	depth	NOUN
aijes-7162	4	9	interviews	interview	NOUN
aijes-7162	4	10	and	and	CCONJ
aijes-7162	4	11	focus	focus	VERB
aijes-7162	4	12	group	group	NOUN
aijes-7162	4	13	discussions	discussion	NOUN
aijes-7162	4	14	with	with	ADP
aijes-7162	4	15	representatives	representative	NOUN
aijes-7162	4	16	from	from	ADP
aijes-7162	4	17	key	key	ADJ
aijes-7162	4	18	sectors	sector	NOUN
aijes-7162	4	19	—	—	PUNCT
aijes-7162	4	20	including	include	VERB
aijes-7162	4	21	ict	ict	PROPN
aijes-7162	4	22	,	,	PUNCT
aijes-7162	4	23	healthcare	healthcare	PROPN
aijes-7162	4	24	,	,	PUNCT
aijes-7162	4	25	engineering	engineering	NOUN
aijes-7162	4	26	,	,	PUNCT
aijes-7162	4	27	and	and	CCONJ
aijes-7162	4	28	research	research	NOUN
aijes-7162	4	29	—	—	PUNCT
aijes-7162	4	30	the	the	DET
aijes-7162	4	31	study	study	NOUN
aijes-7162	4	32	examines	examine	VERB
aijes-7162	4	33	structural	structural	ADJ
aijes-7162	4	34	issues	issue	NOUN
aijes-7162	4	35	hindering	hinder	VERB
aijes-7162	4	36	stem	stem	NOUN
aijes-7162	4	37	workforce	workforce	NOUN
aijes-7162	4	38	development	development	NOUN
aijes-7162	4	39	.	.	PUNCT
aijes-7162	5	1	the	the	DET
aijes-7162	5	2	analysis	analysis	NOUN
aijes-7162	5	3	identifies	identify	VERB
aijes-7162	5	4	six	six	NUM
aijes-7162	5	5	major	major	ADJ
aijes-7162	5	6	challenges	challenge	NOUN
aijes-7162	5	7	:	:	PUNCT
aijes-7162	5	8	talent	talent	NOUN
aijes-7162	5	9	drain	drain	NOUN
aijes-7162	5	10	,	,	PUNCT
aijes-7162	5	11	low	low	ADJ
aijes-7162	5	12	salaries	salary	NOUN
aijes-7162	5	13	and	and	CCONJ
aijes-7162	5	14	limited	limited	ADJ
aijes-7162	5	15	career	career	NOUN
aijes-7162	5	16	growth	growth	NOUN
aijes-7162	5	17	,	,	PUNCT
aijes-7162	5	18	mismatch	mismatch	NOUN
aijes-7162	5	19	between	between	ADP
aijes-7162	5	20	education	education	NOUN
aijes-7162	5	21	and	and	CCONJ
aijes-7162	5	22	labor	labor	NOUN
aijes-7162	5	23	market	market	NOUN
aijes-7162	5	24	demands	demand	NOUN
aijes-7162	5	25	,	,	PUNCT
aijes-7162	5	26	limited	limited	ADJ
aijes-7162	5	27	stem	stem	NOUN
aijes-7162	5	28	awareness	awareness	NOUN
aijes-7162	5	29	,	,	PUNCT
aijes-7162	5	30	gender	gender	NOUN
aijes-7162	5	31	disparities	disparity	NOUN
aijes-7162	5	32	,	,	PUNCT
aijes-7162	5	33	and	and	CCONJ
aijes-7162	5	34	regional	regional	ADJ
aijes-7162	5	35	inequalities	inequality	NOUN
aijes-7162	5	36	.	.	PUNCT
aijes-7162	6	1	findings	finding	NOUN
aijes-7162	6	2	show	show	VERB
aijes-7162	6	3	that	that	SCONJ
aijes-7162	6	4	employers	employer	NOUN
aijes-7162	6	5	face	face	VERB
aijes-7162	6	6	persistent	persistent	ADJ
aijes-7162	6	7	difficulty	difficulty	NOUN
aijes-7162	6	8	in	in	ADP
aijes-7162	6	9	attracting	attract	VERB
aijes-7162	6	10	and	and	CCONJ
aijes-7162	6	11	retaining	retain	VERB
aijes-7162	6	12	qualified	qualified	ADJ
aijes-7162	6	13	professionals	professional	NOUN
aijes-7162	6	14	,	,	PUNCT
aijes-7162	6	15	largely	largely	ADV
aijes-7162	6	16	due	due	ADJ
aijes-7162	6	17	to	to	ADP
aijes-7162	6	18	inadequate	inadequate	ADJ
aijes-7162	6	19	training	training	NOUN
aijes-7162	6	20	systems	system	NOUN
aijes-7162	6	21	,	,	PUNCT
aijes-7162	6	22	underfunded	underfunded	ADJ
aijes-7162	6	23	research	research	NOUN
aijes-7162	6	24	infrastructure	infrastructure	NOUN
aijes-7162	6	25	,	,	PUNCT
aijes-7162	6	26	and	and	CCONJ
aijes-7162	6	27	limited	limited	ADJ
aijes-7162	6	28	career	career	NOUN
aijes-7162	6	29	incentives	incentive	NOUN
aijes-7162	6	30	.	.	PUNCT
aijes-7162	7	1	the	the	DET
aijes-7162	7	2	study	study	NOUN
aijes-7162	7	3	concludes	conclude	VERB
aijes-7162	7	4	that	that	SCONJ
aijes-7162	7	5	improved	improved	ADJ
aijes-7162	7	6	collaboration	collaboration	NOUN
aijes-7162	7	7	between	between	ADP
aijes-7162	7	8	academia	academia	NOUN
aijes-7162	7	9	,	,	PUNCT
aijes-7162	7	10	industry	industry	NOUN
aijes-7162	7	11	,	,	PUNCT
aijes-7162	7	12	and	and	CCONJ
aijes-7162	7	13	government	government	NOUN
aijes-7162	7	14	is	be	AUX
aijes-7162	7	15	essential	essential	ADJ
aijes-7162	7	16	for	for	ADP
aijes-7162	7	17	enhancing	enhance	VERB
aijes-7162	7	18	workforce	workforce	NOUN
aijes-7162	7	19	preparedness	preparedness	NOUN
aijes-7162	7	20	and	and	CCONJ
aijes-7162	7	21	promoting	promote	VERB
aijes-7162	7	22	sustainable	sustainable	ADJ
aijes-7162	7	23	economic	economic	ADJ
aijes-7162	7	24	growth	growth	NOUN
aijes-7162	7	25	.	.	PUNCT
aijes-7162	8	1	policy	policy	NOUN
aijes-7162	8	2	recommendations	recommendation	NOUN
aijes-7162	8	3	include	include	VERB
aijes-7162	8	4	aligning	align	VERB
aijes-7162	8	5	academic	academic	ADJ
aijes-7162	8	6	programs	program	NOUN
aijes-7162	8	7	with	with	ADP
aijes-7162	8	8	labor	labor	NOUN
aijes-7162	8	9	market	market	NOUN
aijes-7162	8	10	needs	need	NOUN
aijes-7162	8	11	,	,	PUNCT
aijes-7162	8	12	investing	invest	VERB
aijes-7162	8	13	in	in	ADP
aijes-7162	8	14	regional	regional	ADJ
aijes-7162	8	15	infrastructure	infrastructure	NOUN
aijes-7162	8	16	and	and	CCONJ
aijes-7162	8	17	promoting	promote	VERB
aijes-7162	8	18	inclusive	inclusive	ADJ
aijes-7162	8	19	stem	stem	NOUN
aijes-7162	8	20	participation	participation	NOUN
aijes-7162	8	21	through	through	ADP
aijes-7162	8	22	early	early	ADJ
aijes-7162	8	23	engagement	engagement	NOUN
aijes-7162	8	24	and	and	CCONJ
aijes-7162	8	25	targeted	target	VERB
aijes-7162	8	26	reforms	reform	NOUN
aijes-7162	8	27	.	.	PUNCT
aijes-7162	9	1	keywords	keyword	NOUN
aijes-7162	9	2	:	:	PUNCT
aijes-7162	9	3	stem	stem	NOUN
aijes-7162	9	4	,	,	PUNCT
aijes-7162	9	5	labor	labor	NOUN
aijes-7162	9	6	market	market	NOUN
aijes-7162	9	7	,	,	PUNCT
aijes-7162	9	8	skills	skill	NOUN
aijes-7162	9	9	mismatch	mismatch	NOUN
aijes-7162	9	10	,	,	PUNCT
aijes-7162	9	11	talent	talent	NOUN
aijes-7162	9	12	drain	drain	NOUN
aijes-7162	9	13	.	.	PUNCT
aijes-7162	10	1	1	1	X
aijes-7162	10	2	.	.	X
aijes-7162	10	3	introduction	introduction	NOUN
aijes-7162	10	4	science	science	NOUN
aijes-7162	10	5	,	,	PUNCT
aijes-7162	10	6	technology	technology	NOUN
aijes-7162	10	7	,	,	PUNCT
aijes-7162	10	8	engineering	engineering	NOUN
aijes-7162	10	9	,	,	PUNCT
aijes-7162	10	10	and	and	CCONJ
aijes-7162	10	11	mathematics	mathematic	NOUN
aijes-7162	10	12	(	(	PUNCT
aijes-7162	10	13	stem	stem	NOUN
aijes-7162	10	14	)	)	PUNCT
aijes-7162	10	15	fields	field	NOUN
aijes-7162	10	16	are	be	AUX
aijes-7162	10	17	fundamental	fundamental	ADJ
aijes-7162	10	18	to	to	ADP
aijes-7162	10	19	economic	economic	ADJ
aijes-7162	10	20	growth	growth	NOUN
aijes-7162	10	21	,	,	PUNCT
aijes-7162	10	22	technological	technological	ADJ
aijes-7162	10	23	advancement	advancement	NOUN
aijes-7162	10	24	,	,	PUNCT
aijes-7162	10	25	and	and	CCONJ
aijes-7162	10	26	national	national	ADJ
aijes-7162	10	27	competitiveness	competitiveness	NOUN
aijes-7162	10	28	.	.	PUNCT
aijes-7162	11	1	countries	country	NOUN
aijes-7162	11	2	that	that	PRON
aijes-7162	11	3	successfully	successfully	ADV
aijes-7162	11	4	develop	develop	VERB
aijes-7162	11	5	and	and	CCONJ
aijes-7162	11	6	sustain	sustain	VERB
aijes-7162	11	7	a	a	DET
aijes-7162	11	8	skilled	skilled	ADJ
aijes-7162	11	9	stem	stem	NOUN
aijes-7162	11	10	workforce	workforce	NOUN
aijes-7162	11	11	benefit	benefit	NOUN
aijes-7162	11	12	from	from	ADP
aijes-7162	11	13	increased	increase	VERB
aijes-7162	11	14	productivity	productivity	NOUN
aijes-7162	11	15	,	,	PUNCT
aijes-7162	11	16	innovation	innovation	NOUN
aijes-7162	11	17	,	,	PUNCT
aijes-7162	11	18	and	and	CCONJ
aijes-7162	11	19	long	long	ADJ
aijes-7162	11	20	-	-	PUNCT
aijes-7162	11	21	term	term	NOUN
aijes-7162	11	22	economic	economic	ADJ
aijes-7162	11	23	resilience	resilience	NOUN
aijes-7162	11	24	.	.	PUNCT
aijes-7162	12	1	in	in	ADP
aijes-7162	12	2	georgia	georgia	PROPN
aijes-7162	12	3	,	,	PUNCT
aijes-7162	12	4	as	as	ADP
aijes-7162	12	5	in	in	ADP
aijes-7162	12	6	many	many	ADJ
aijes-7162	12	7	other	other	ADJ
aijes-7162	12	8	countries	country	NOUN
aijes-7162	12	9	,	,	PUNCT
aijes-7162	12	10	stem	stem	NOUN
aijes-7162	12	11	employment	employment	NOUN
aijes-7162	12	12	plays	play	VERB
aijes-7162	12	13	a	a	DET
aijes-7162	12	14	crucial	crucial	ADJ
aijes-7162	12	15	role	role	NOUN
aijes-7162	12	16	in	in	ADP
aijes-7162	12	17	shaping	shape	VERB
aijes-7162	12	18	industrial	industrial	ADJ
aijes-7162	12	19	and	and	CCONJ
aijes-7162	12	20	technological	technological	ADJ
aijes-7162	12	21	progress	progress	NOUN
aijes-7162	12	22	.	.	PUNCT
aijes-7162	13	1	however	however	ADV
aijes-7162	13	2	,	,	PUNCT
aijes-7162	13	3	despite	despite	SCONJ
aijes-7162	13	4	the	the	DET
aijes-7162	13	5	growing	grow	VERB
aijes-7162	13	6	demand	demand	NOUN
aijes-7162	13	7	for	for	ADP
aijes-7162	13	8	stem	stem	NOUN
aijes-7162	13	9	professionals	professional	NOUN
aijes-7162	13	10	,	,	PUNCT
aijes-7162	13	11	various	various	ADJ
aijes-7162	13	12	structural	structural	ADJ
aijes-7162	13	13	and	and	CCONJ
aijes-7162	13	14	systemic	systemic	ADJ
aijes-7162	13	15	challenges	challenge	NOUN
aijes-7162	13	16	hinder	hinder	VERB
aijes-7162	13	17	workforce	workforce	NOUN
aijes-7162	13	18	development	development	NOUN
aijes-7162	13	19	and	and	CCONJ
aijes-7162	13	20	retention	retention	NOUN
aijes-7162	13	21	.	.	PUNCT
aijes-7162	14	1	following	follow	VERB
aijes-7162	14	2	the	the	DET
aijes-7162	14	3	collapse	collapse	NOUN
aijes-7162	14	4	of	of	ADP
aijes-7162	14	5	the	the	DET
aijes-7162	14	6	soviet	soviet	PROPN
aijes-7162	14	7	union	union	PROPN
aijes-7162	14	8	,	,	PUNCT
aijes-7162	14	9	many	many	ADJ
aijes-7162	14	10	post	post	ADJ
aijes-7162	14	11	-	-	ADJ
aijes-7162	14	12	soviet	soviet	ADJ
aijes-7162	14	13	states	state	NOUN
aijes-7162	14	14	,	,	PUNCT
aijes-7162	14	15	including	include	VERB
aijes-7162	14	16	georgia	georgia	PROPN
aijes-7162	14	17	experienced	experience	VERB
aijes-7162	14	18	the	the	DET
aijes-7162	14	19	dismantling	dismantling	NOUN
aijes-7162	14	20	of	of	ADP
aijes-7162	14	21	their	their	PRON
aijes-7162	14	22	once	once	ADV
aijes-7162	14	23	-	-	PUNCT
aijes-7162	14	24	robust	robust	ADJ
aijes-7162	14	25	research	research	NOUN
aijes-7162	14	26	and	and	CCONJ
aijes-7162	14	27	development	development	NOUN
aijes-7162	14	28	(	(	PUNCT
aijes-7162	14	29	r&d	r&d	NOUN
aijes-7162	14	30	)	)	PUNCT
aijes-7162	14	31	sectors	sector	NOUN
aijes-7162	14	32	.	.	PUNCT
aijes-7162	15	1	during	during	ADP
aijes-7162	15	2	the	the	DET
aijes-7162	15	3	soviet	soviet	ADJ
aijes-7162	15	4	era	era	NOUN
aijes-7162	15	5	,	,	PUNCT
aijes-7162	15	6	r&d	r&d	NOUN
aijes-7162	15	7	institutions	institution	NOUN
aijes-7162	15	8	were	be	AUX
aijes-7162	15	9	heavily	heavily	ADV
aijes-7162	15	10	funded	fund	VERB
aijes-7162	15	11	and	and	CCONJ
aijes-7162	15	12	integrated	integrate	VERB
aijes-7162	15	13	into	into	ADP
aijes-7162	15	14	industrial	industrial	ADJ
aijes-7162	15	15	and	and	CCONJ
aijes-7162	15	16	technological	technological	ADJ
aijes-7162	15	17	development	development	NOUN
aijes-7162	15	18	strategies	strategy	NOUN
aijes-7162	15	19	.	.	PUNCT
aijes-7162	16	1	however	however	ADV
aijes-7162	16	2	,	,	PUNCT
aijes-7162	16	3	the	the	DET
aijes-7162	16	4	transition	transition	NOUN
aijes-7162	16	5	to	to	ADP
aijes-7162	16	6	a	a	DET
aijes-7162	16	7	market	market	NOUN
aijes-7162	16	8	economy	economy	NOUN
aijes-7162	16	9	led	lead	VERB
aijes-7162	16	10	to	to	ADP
aijes-7162	16	11	severe	severe	ADJ
aijes-7162	16	12	funding	funding	NOUN
aijes-7162	16	13	cuts	cut	NOUN
aijes-7162	16	14	,	,	PUNCT
aijes-7162	16	15	brain	brain	NOUN
aijes-7162	16	16	drain	drain	NOUN
aijes-7162	16	17	,	,	PUNCT
aijes-7162	16	18	and	and	CCONJ
aijes-7162	16	19	the	the	DET
aijes-7162	16	20	fragmentation	fragmentation	NOUN
aijes-7162	16	21	of	of	ADP
aijes-7162	16	22	research	research	NOUN
aijes-7162	16	23	infrastructure	infrastructure	NOUN
aijes-7162	16	24	,	,	PUNCT
aijes-7162	16	25	leaving	leave	VERB
aijes-7162	16	26	stem	stem	NOUN
aijes-7162	16	27	fields	field	NOUN
aijes-7162	16	28	struggling	struggle	VERB
aijes-7162	16	29	to	to	PART
aijes-7162	16	30	recover	recover	VERB
aijes-7162	16	31	.	.	PUNCT
aijes-7162	17	1	currently	currently	ADV
aijes-7162	17	2	,	,	PUNCT
aijes-7162	17	3	approximately	approximately	ADV
aijes-7162	17	4	10.5	10.5	NUM
aijes-7162	17	5	%	%	NOUN
aijes-7162	17	6	of	of	ADP
aijes-7162	17	7	employees	employee	NOUN
aijes-7162	17	8	in	in	ADP
aijes-7162	17	9	georgia	georgia	PROPN
aijes-7162	17	10	work	work	NOUN
aijes-7162	17	11	in	in	ADP
aijes-7162	17	12	stem	stem	NOUN
aijes-7162	17	13	-	-	PUNCT
aijes-7162	17	14	related	relate	VERB
aijes-7162	17	15	professions	profession	NOUN
aijes-7162	17	16	(	(	PUNCT
aijes-7162	17	17	source	source	NOUN
aijes-7162	17	18	:	:	PUNCT
aijes-7162	17	19	authors	author	NOUN
aijes-7162	17	20	'	'	PART
aijes-7162	17	21	calculation	calculation	NOUN
aijes-7162	17	22	based	base	VERB
aijes-7162	17	23	on	on	ADP
aijes-7162	17	24	labour	labour	PROPN
aijes-7162	17	25	force	force	NOUN
aijes-7162	17	26	survey	survey	NOUN
aijes-7162	17	27	)	)	PUNCT
aijes-7162	17	28	.	.	PUNCT
aijes-7162	18	1	however	however	ADV
aijes-7162	18	2	,	,	PUNCT
aijes-7162	18	3	stem	stem	NOUN
aijes-7162	18	4	employment	employment	NOUN
aijes-7162	18	5	is	be	AUX
aijes-7162	18	6	highly	highly	ADV
aijes-7162	18	7	gender	gender	NOUN
aijes-7162	18	8	-	-	PUNCT
aijes-7162	18	9	segregated	segregated	ADJ
aijes-7162	18	10	,	,	PUNCT
aijes-7162	18	11	with	with	ADP
aijes-7162	18	12	men	man	NOUN
aijes-7162	18	13	dominating	dominate	VERB
aijes-7162	18	14	ict	ict	PROPN
aijes-7162	18	15	and	and	CCONJ
aijes-7162	18	16	engineering	engineering	NOUN
aijes-7162	18	17	fields	field	NOUN
aijes-7162	18	18	,	,	PUNCT
aijes-7162	18	19	while	while	SCONJ
aijes-7162	18	20	women	woman	NOUN
aijes-7162	18	21	are	be	AUX
aijes-7162	18	22	more	more	ADV
aijes-7162	18	23	represented	represent	VERB
aijes-7162	18	24	in	in	ADP
aijes-7162	18	25	healthcare	healthcare	NOUN
aijes-7162	18	26	and	and	CCONJ
aijes-7162	18	27	certain	certain	ADJ
aijes-7162	18	28	science	science	NOUN
aijes-7162	18	29	disciplines	discipline	NOUN
aijes-7162	18	30	.	.	PUNCT
aijes-7162	19	1	http://www.orcid.org/0000-0002-2072-6904	http://www.orcid.org/0000-0002-2072-6904	VERB
aijes-7162	19	2	mailto:ani.vashakmadze@btu.edu.ge	mailto:ani.vashakmadze@btu.edu.ge	PUNCT
aijes-7162	20	1	http://www.orcid.org/0000-0002-9567-3958	http://www.orcid.org/0000-0002-9567-3958	PROPN
aijes-7162	20	2	mailto:nino.mikava@btu.edu.ge	mailto:nino.mikava@btu.edu.ge	PROPN
aijes-7162	20	3	http://www.orcid.org/0000-0002-6779-172x	http://www.orcid.org/0000-0002-6779-172x	PROPN
aijes-7162	20	4	mailto:tsotne.zhghenti@btu.edu.ge	mailto:tsotne.zhghenti@btu.edu.ge	PROPN
aijes-7162	20	5	http://www.orcid.org/0000-0003-1738-9828	http://www.orcid.org/0000-0003-1738-9828	PROPN
aijes-7162	20	6	mailto:davit.sikharulidze@tsu.ge	mailto:davit.sikharulidze@tsu.ge	NOUN
aijes-7162	20	7	understanding	understand	VERB
aijes-7162	20	8	stem	stem	NOUN
aijes-7162	20	9	employment	employment	NOUN
aijes-7162	20	10	challenges	challenge	NOUN
aijes-7162	20	11	in	in	ADP
aijes-7162	20	12	georgia	georgia	PROPN
aijes-7162	20	13	:	:	PUNCT
aijes-7162	20	14	a	a	DET
aijes-7162	20	15	qualitative	qualitative	ADJ
aijes-7162	20	16	analysis	analysis	NOUN
aijes-7162	20	17	of	of	ADP
aijes-7162	20	18	employer	employer	NOUN
aijes-7162	20	19	perspectives	perspective	NOUN
aijes-7162	20	20	316	316	NUM
aijes-7162	20	21	through	through	ADP
aijes-7162	20	22	qualitative	qualitative	ADJ
aijes-7162	20	23	data	datum	NOUN
aijes-7162	20	24	from	from	ADP
aijes-7162	20	25	in	in	ADP
aijes-7162	20	26	-	-	PUNCT
aijes-7162	20	27	depth	depth	NOUN
aijes-7162	20	28	interviews	interview	NOUN
aijes-7162	20	29	and	and	CCONJ
aijes-7162	20	30	focus	focus	VERB
aijes-7162	20	31	group	group	NOUN
aijes-7162	20	32	discussions	discussion	NOUN
aijes-7162	20	33	with	with	ADP
aijes-7162	20	34	employers	employer	NOUN
aijes-7162	20	35	and	and	CCONJ
aijes-7162	20	36	industry	industry	NOUN
aijes-7162	20	37	representatives	representative	NOUN
aijes-7162	20	38	,	,	PUNCT
aijes-7162	20	39	the	the	DET
aijes-7162	20	40	research	research	NOUN
aijes-7162	20	41	will	will	AUX
aijes-7162	20	42	evaluate	evaluate	VERB
aijes-7162	20	43	challenges	challenge	NOUN
aijes-7162	20	44	based	base	VERB
aijes-7162	20	45	on	on	ADP
aijes-7162	20	46	the	the	DET
aijes-7162	20	47	employer	employer	NOUN
aijes-7162	20	48	’s	’s	PART
aijes-7162	20	49	perspective	perspective	NOUN
aijes-7162	20	50	regarding	regard	VERB
aijes-7162	20	51	stem	stem	NOUN
aijes-7162	20	52	employment	employment	NOUN
aijes-7162	20	53	.	.	PUNCT
aijes-7162	21	1	by	by	ADP
aijes-7162	21	2	analyzing	analyze	VERB
aijes-7162	21	3	them	they	PRON
aijes-7162	21	4	,	,	PUNCT
aijes-7162	21	5	the	the	DET
aijes-7162	21	6	research	research	NOUN
aijes-7162	21	7	aims	aim	VERB
aijes-7162	21	8	to	to	PART
aijes-7162	21	9	identify	identify	VERB
aijes-7162	21	10	structural	structural	ADJ
aijes-7162	21	11	gaps	gap	NOUN
aijes-7162	21	12	and	and	CCONJ
aijes-7162	21	13	propose	propose	VERB
aijes-7162	21	14	policy	policy	NOUN
aijes-7162	21	15	recommendations	recommendation	NOUN
aijes-7162	21	16	to	to	PART
aijes-7162	21	17	enhance	enhance	VERB
aijes-7162	21	18	stem	stem	NOUN
aijes-7162	21	19	workforce	workforce	NOUN
aijes-7162	21	20	retention	retention	NOUN
aijes-7162	21	21	,	,	PUNCT
aijes-7162	21	22	strengthen	strengthen	VERB
aijes-7162	21	23	r&d	r&d	NOUN
aijes-7162	21	24	capabilities	capability	NOUN
aijes-7162	21	25	,	,	PUNCT
aijes-7162	21	26	and	and	CCONJ
aijes-7162	21	27	foster	foster	ADJ
aijes-7162	21	28	innovation	innovation	NOUN
aijes-7162	21	29	-	-	PUNCT
aijes-7162	21	30	driven	drive	VERB
aijes-7162	21	31	economic	economic	ADJ
aijes-7162	21	32	growth	growth	NOUN
aijes-7162	21	33	in	in	ADP
aijes-7162	21	34	georgia	georgia	PROPN
aijes-7162	21	35	and	and	CCONJ
aijes-7162	21	36	other	other	ADJ
aijes-7162	21	37	developing	develop	VERB
aijes-7162	21	38	nations	nation	NOUN
aijes-7162	21	39	facing	face	VERB
aijes-7162	21	40	similar	similar	ADJ
aijes-7162	21	41	obstacles	obstacle	NOUN
aijes-7162	21	42	.	.	PUNCT
aijes-7162	22	1	2	2	X
aijes-7162	22	2	.	.	X
aijes-7162	22	3	literature	literature	NOUN
aijes-7162	22	4	review	review	VERB
aijes-7162	22	5	the	the	DET
aijes-7162	22	6	growing	grow	VERB
aijes-7162	22	7	discourse	discourse	NOUN
aijes-7162	22	8	around	around	ADP
aijes-7162	22	9	the	the	DET
aijes-7162	22	10	mismatch	mismatch	NOUN
aijes-7162	22	11	between	between	ADP
aijes-7162	22	12	stem	stem	NOUN
aijes-7162	22	13	(	(	PUNCT
aijes-7162	22	14	science	science	NOUN
aijes-7162	22	15	,	,	PUNCT
aijes-7162	22	16	technology	technology	NOUN
aijes-7162	22	17	,	,	PUNCT
aijes-7162	22	18	engineering	engineering	NOUN
aijes-7162	22	19	,	,	PUNCT
aijes-7162	22	20	and	and	CCONJ
aijes-7162	22	21	mathematics	mathematic	NOUN
aijes-7162	22	22	)	)	PUNCT
aijes-7162	22	23	education	education	NOUN
aijes-7162	22	24	and	and	CCONJ
aijes-7162	22	25	industry	industry	NOUN
aijes-7162	22	26	demand	demand	NOUN
aijes-7162	22	27	highlights	highlight	NOUN
aijes-7162	22	28	challenges	challenge	NOUN
aijes-7162	22	29	in	in	ADP
aijes-7162	22	30	workforce	workforce	PROPN
aijes-7162	22	31	development	development	NOUN
aijes-7162	22	32	.	.	PUNCT
aijes-7162	23	1	while	while	SCONJ
aijes-7162	23	2	stem	stem	NOUN
aijes-7162	23	3	education	education	NOUN
aijes-7162	23	4	is	be	AUX
aijes-7162	23	5	promoted	promote	VERB
aijes-7162	23	6	as	as	ADP
aijes-7162	23	7	a	a	DET
aijes-7162	23	8	pathway	pathway	NOUN
aijes-7162	23	9	to	to	ADP
aijes-7162	23	10	innovation	innovation	NOUN
aijes-7162	23	11	and	and	CCONJ
aijes-7162	23	12	economic	economic	ADJ
aijes-7162	23	13	growth	growth	NOUN
aijes-7162	23	14	,	,	PUNCT
aijes-7162	23	15	the	the	DET
aijes-7162	23	16	actual	actual	ADJ
aijes-7162	23	17	employment	employment	NOUN
aijes-7162	23	18	landscape	landscape	NOUN
aijes-7162	23	19	presents	present	VERB
aijes-7162	23	20	discrepancies	discrepancy	NOUN
aijes-7162	23	21	between	between	ADP
aijes-7162	23	22	the	the	DET
aijes-7162	23	23	skills	skill	NOUN
aijes-7162	23	24	students	student	NOUN
aijes-7162	23	25	acquire	acquire	VERB
aijes-7162	23	26	and	and	CCONJ
aijes-7162	23	27	those	those	DET
aijes-7162	23	28	employers	employer	NOUN
aijes-7162	23	29	seek	seek	VERB
aijes-7162	23	30	.	.	PUNCT
aijes-7162	24	1	this	this	DET
aijes-7162	24	2	literature	literature	NOUN
aijes-7162	24	3	review	review	NOUN
aijes-7162	24	4	aims	aim	VERB
aijes-7162	24	5	to	to	PART
aijes-7162	24	6	identify	identify	VERB
aijes-7162	24	7	the	the	DET
aijes-7162	24	8	main	main	ADJ
aijes-7162	24	9	challenges	challenge	NOUN
aijes-7162	24	10	,	,	PUNCT
aijes-7162	24	11	and	and	CCONJ
aijes-7162	24	12	their	their	PRON
aijes-7162	24	13	extent	extent	NOUN
aijes-7162	24	14	related	relate	VERB
aijes-7162	24	15	to	to	PART
aijes-7162	24	16	stem	stem	NOUN
aijes-7162	24	17	employment	employment	NOUN
aijes-7162	24	18	which	which	PRON
aijes-7162	24	19	will	will	AUX
aijes-7162	24	20	be	be	AUX
aijes-7162	24	21	discussed	discuss	VERB
aijes-7162	24	22	in	in	ADP
aijes-7162	24	23	the	the	DET
aijes-7162	24	24	practical	practical	ADJ
aijes-7162	24	25	research	research	NOUN
aijes-7162	24	26	from	from	ADP
aijes-7162	24	27	the	the	DET
aijes-7162	24	28	employers	employer	NOUN
aijes-7162	24	29	’	’	PART
aijes-7162	24	30	perspective	perspective	NOUN
aijes-7162	24	31	.	.	PUNCT
aijes-7162	25	1	one	one	NUM
aijes-7162	25	2	of	of	ADP
aijes-7162	25	3	the	the	DET
aijes-7162	25	4	main	main	ADJ
aijes-7162	25	5	challenges	challenge	NOUN
aijes-7162	25	6	on	on	ADP
aijes-7162	25	7	a	a	DET
aijes-7162	25	8	labor	labor	NOUN
aijes-7162	25	9	market	market	NOUN
aijes-7162	25	10	with	with	ADP
aijes-7162	25	11	regard	regard	NOUN
aijes-7162	25	12	to	to	ADP
aijes-7162	25	13	stem	stem	NOUN
aijes-7162	25	14	professions	profession	NOUN
aijes-7162	25	15	is	be	AUX
aijes-7162	25	16	talent	talent	NOUN
aijes-7162	25	17	drain	drain	NOUN
aijes-7162	25	18	.	.	PUNCT
aijes-7162	26	1	the	the	DET
aijes-7162	26	2	exodus	exodus	NOUN
aijes-7162	26	3	of	of	ADP
aijes-7162	26	4	skilled	skilled	ADJ
aijes-7162	26	5	professionals	professional	NOUN
aijes-7162	26	6	in	in	ADP
aijes-7162	26	7	stem	stem	NOUN
aijes-7162	26	8	fields	field	NOUN
aijes-7162	26	9	,	,	PUNCT
aijes-7162	26	10	commonly	commonly	ADV
aijes-7162	26	11	referred	refer	VERB
aijes-7162	26	12	to	to	ADP
aijes-7162	26	13	as	as	ADP
aijes-7162	26	14	"	"	PUNCT
aijes-7162	26	15	brain	brain	NOUN
aijes-7162	26	16	drain	drain	NOUN
aijes-7162	26	17	,	,	PUNCT
aijes-7162	26	18	"	"	PUNCT
aijes-7162	26	19	poses	pose	VERB
aijes-7162	26	20	a	a	DET
aijes-7162	26	21	significant	significant	ADJ
aijes-7162	26	22	threat	threat	NOUN
aijes-7162	26	23	to	to	ADP
aijes-7162	26	24	economic	economic	ADJ
aijes-7162	26	25	development	development	NOUN
aijes-7162	26	26	,	,	PUNCT
aijes-7162	26	27	technological	technological	ADJ
aijes-7162	26	28	advancement	advancement	NOUN
aijes-7162	26	29	,	,	PUNCT
aijes-7162	26	30	and	and	CCONJ
aijes-7162	26	31	workforce	workforce	PROPN
aijes-7162	26	32	stability	stability	NOUN
aijes-7162	26	33	.	.	PUNCT
aijes-7162	27	1	various	various	ADJ
aijes-7162	27	2	factors	factor	NOUN
aijes-7162	27	3	contribute	contribute	VERB
aijes-7162	27	4	to	to	ADP
aijes-7162	27	5	the	the	DET
aijes-7162	27	6	migration	migration	NOUN
aijes-7162	27	7	of	of	ADP
aijes-7162	27	8	stem	stem	NOUN
aijes-7162	27	9	experts	expert	NOUN
aijes-7162	27	10	,	,	PUNCT
aijes-7162	27	11	including	include	VERB
aijes-7162	27	12	financial	financial	ADJ
aijes-7162	27	13	incentives	incentive	NOUN
aijes-7162	27	14	,	,	PUNCT
aijes-7162	27	15	restricted	restrict	VERB
aijes-7162	27	16	career	career	NOUN
aijes-7162	27	17	growth	growth	NOUN
aijes-7162	27	18	,	,	PUNCT
aijes-7162	27	19	and	and	CCONJ
aijes-7162	27	20	suboptimal	suboptimal	ADJ
aijes-7162	27	21	work	work	NOUN
aijes-7162	27	22	environments	environment	NOUN
aijes-7162	27	23	.	.	PUNCT
aijes-7162	28	1	salary	salary	NOUN
aijes-7162	28	2	differences	difference	NOUN
aijes-7162	28	3	play	play	VERB
aijes-7162	28	4	a	a	DET
aijes-7162	28	5	crucial	crucial	ADJ
aijes-7162	28	6	role	role	NOUN
aijes-7162	28	7	in	in	ADP
aijes-7162	28	8	this	this	DET
aijes-7162	28	9	mobility	mobility	NOUN
aijes-7162	28	10	,	,	PUNCT
aijes-7162	28	11	with	with	ADP
aijes-7162	28	12	higher	higher	ADV
aijes-7162	28	13	-	-	PUNCT
aijes-7162	28	14	paying	pay	VERB
aijes-7162	28	15	sectors	sector	NOUN
aijes-7162	28	16	like	like	ADP
aijes-7162	28	17	finance	finance	NOUN
aijes-7162	28	18	drawing	draw	VERB
aijes-7162	28	19	stem	stem	NOUN
aijes-7162	28	20	graduates	graduate	NOUN
aijes-7162	28	21	away	away	ADV
aijes-7162	28	22	from	from	ADP
aijes-7162	28	23	traditional	traditional	ADJ
aijes-7162	28	24	scientific	scientific	ADJ
aijes-7162	28	25	and	and	CCONJ
aijes-7162	28	26	technical	technical	ADJ
aijes-7162	28	27	roles	role	NOUN
aijes-7162	28	28	(	(	PUNCT
aijes-7162	28	29	marin	marin	NOUN
aijes-7162	28	30	&	&	CCONJ
aijes-7162	28	31	vona	vona	PROPN
aijes-7162	28	32	,	,	PUNCT
aijes-7162	28	33	2017	2017	NUM
aijes-7162	28	34	)	)	PUNCT
aijes-7162	28	35	.	.	PUNCT
aijes-7162	29	1	moreover	moreover	ADV
aijes-7162	29	2	,	,	PUNCT
aijes-7162	29	3	the	the	DET
aijes-7162	29	4	scarcity	scarcity	NOUN
aijes-7162	29	5	of	of	ADP
aijes-7162	29	6	career	career	NOUN
aijes-7162	29	7	progression	progression	NOUN
aijes-7162	29	8	opportunities	opportunity	NOUN
aijes-7162	29	9	and	and	CCONJ
aijes-7162	29	10	inadequate	inadequate	ADJ
aijes-7162	29	11	research	research	NOUN
aijes-7162	29	12	funding	funding	NOUN
aijes-7162	29	13	compel	compel	VERB
aijes-7162	29	14	professionals	professional	NOUN
aijes-7162	29	15	to	to	PART
aijes-7162	29	16	seek	seek	VERB
aijes-7162	29	17	better	well	ADJ
aijes-7162	29	18	prospects	prospect	NOUN
aijes-7162	29	19	in	in	ADP
aijes-7162	29	20	other	other	ADJ
aijes-7162	29	21	countries	country	NOUN
aijes-7162	29	22	(	(	PUNCT
aijes-7162	29	23	schwager	schwager	NOUN
aijes-7162	29	24	&	&	CCONJ
aijes-7162	29	25	gates	gates	PROPN
aijes-7162	29	26	,	,	PUNCT
aijes-7162	29	27	2024	2024	NUM
aijes-7162	29	28	)	)	PUNCT
aijes-7162	29	29	.	.	PUNCT
aijes-7162	30	1	inferior	inferior	ADJ
aijes-7162	30	2	working	working	NOUN
aijes-7162	30	3	conditions	condition	NOUN
aijes-7162	30	4	,	,	PUNCT
aijes-7162	30	5	especially	especially	ADV
aijes-7162	30	6	in	in	ADP
aijes-7162	30	7	less	less	ADJ
aijes-7162	30	8	developed	developed	ADJ
aijes-7162	30	9	areas	area	NOUN
aijes-7162	30	10	,	,	PUNCT
aijes-7162	30	11	further	far	ADV
aijes-7162	30	12	amplify	amplify	VERB
aijes-7162	30	13	this	this	DET
aijes-7162	30	14	trend	trend	NOUN
aijes-7162	30	15	by	by	ADP
aijes-7162	30	16	pushing	push	VERB
aijes-7162	30	17	talent	talent	NOUN
aijes-7162	30	18	towards	towards	ADP
aijes-7162	30	19	nations	nation	NOUN
aijes-7162	30	20	with	with	ADP
aijes-7162	30	21	superior	superior	ADJ
aijes-7162	30	22	research	research	NOUN
aijes-7162	30	23	facilities	facility	NOUN
aijes-7162	30	24	(	(	PUNCT
aijes-7162	30	25	yu	yu	PROPN
aijes-7162	30	26	,	,	PUNCT
aijes-7162	30	27	piew	piew	NOUN
aijes-7162	30	28	,	,	PUNCT
aijes-7162	30	29	&	&	CCONJ
aijes-7162	30	30	fai	fai	PROPN
aijes-7162	30	31	,	,	PUNCT
aijes-7162	30	32	2014	2014	NUM
aijes-7162	30	33	)	)	PUNCT
aijes-7162	30	34	.	.	PUNCT
aijes-7162	31	1	political	political	ADJ
aijes-7162	31	2	unrest	unrest	NOUN
aijes-7162	31	3	and	and	CCONJ
aijes-7162	31	4	administrative	administrative	ADJ
aijes-7162	31	5	inefficiencies	inefficiency	NOUN
aijes-7162	31	6	also	also	ADV
aijes-7162	31	7	contribute	contribute	VERB
aijes-7162	31	8	to	to	ADP
aijes-7162	31	9	the	the	DET
aijes-7162	31	10	outflow	outflow	NOUN
aijes-7162	31	11	of	of	ADP
aijes-7162	31	12	skilled	skilled	ADJ
aijes-7162	31	13	workers	worker	NOUN
aijes-7162	31	14	(	(	PUNCT
aijes-7162	31	15	zwetsloot	zwetsloot	NOUN
aijes-7162	31	16	,	,	PUNCT
aijes-7162	31	17	2021	2021	NUM
aijes-7162	31	18	)	)	PUNCT
aijes-7162	31	19	.	.	PUNCT
aijes-7162	32	1	the	the	DET
aijes-7162	32	2	effects	effect	NOUN
aijes-7162	32	3	of	of	ADP
aijes-7162	32	4	this	this	DET
aijes-7162	32	5	talent	talent	NOUN
aijes-7162	32	6	drain	drain	NOUN
aijes-7162	32	7	are	be	AUX
aijes-7162	32	8	debatable	debatable	ADJ
aijes-7162	32	9	,	,	PUNCT
aijes-7162	32	10	with	with	ADP
aijes-7162	32	11	some	some	DET
aijes-7162	32	12	researchers	researcher	NOUN
aijes-7162	32	13	suggesting	suggest	VERB
aijes-7162	32	14	that	that	SCONJ
aijes-7162	32	15	global	global	ADJ
aijes-7162	32	16	redistribution	redistribution	NOUN
aijes-7162	32	17	of	of	ADP
aijes-7162	32	18	talent	talent	NOUN
aijes-7162	32	19	can	can	AUX
aijes-7162	32	20	enhance	enhance	VERB
aijes-7162	32	21	labor	labor	NOUN
aijes-7162	32	22	market	market	NOUN
aijes-7162	32	23	efficiency	efficiency	NOUN
aijes-7162	32	24	(	(	PUNCT
aijes-7162	32	25	horton	horton	PROPN
aijes-7162	32	26	et	et	PROPN
aijes-7162	32	27	al	al	PROPN
aijes-7162	32	28	.	.	PROPN
aijes-7162	32	29	,	,	PUNCT
aijes-7162	32	30	2017	2017	NUM
aijes-7162	32	31	)	)	PUNCT
aijes-7162	32	32	,	,	PUNCT
aijes-7162	32	33	while	while	SCONJ
aijes-7162	32	34	others	other	NOUN
aijes-7162	32	35	emphasize	emphasize	VERB
aijes-7162	32	36	the	the	DET
aijes-7162	32	37	detrimental	detrimental	ADJ
aijes-7162	32	38	impact	impact	NOUN
aijes-7162	32	39	on	on	ADP
aijes-7162	32	40	economic	economic	ADJ
aijes-7162	32	41	productivity	productivity	NOUN
aijes-7162	32	42	and	and	CCONJ
aijes-7162	32	43	innovation	innovation	NOUN
aijes-7162	32	44	in	in	ADP
aijes-7162	32	45	the	the	DET
aijes-7162	32	46	countries	country	NOUN
aijes-7162	32	47	of	of	ADP
aijes-7162	32	48	origin	origin	NOUN
aijes-7162	32	49	(	(	PUNCT
aijes-7162	32	50	auriol	auriol	NOUN
aijes-7162	32	51	,	,	PUNCT
aijes-7162	32	52	2010	2010	NUM
aijes-7162	32	53	)	)	PUNCT
aijes-7162	32	54	.	.	PUNCT
aijes-7162	33	1	to	to	PART
aijes-7162	33	2	counter	counter	VERB
aijes-7162	33	3	this	this	DET
aijes-7162	33	4	trend	trend	NOUN
aijes-7162	33	5	,	,	PUNCT
aijes-7162	33	6	governments	government	NOUN
aijes-7162	33	7	can	can	AUX
aijes-7162	33	8	bolster	bolster	VERB
aijes-7162	33	9	stem	stem	NOUN
aijes-7162	33	10	education	education	NOUN
aijes-7162	33	11	,	,	PUNCT
aijes-7162	33	12	enhance	enhance	VERB
aijes-7162	33	13	workplace	workplace	NOUN
aijes-7162	33	14	conditions	condition	NOUN
aijes-7162	33	15	,	,	PUNCT
aijes-7162	33	16	and	and	CCONJ
aijes-7162	33	17	implement	implement	VERB
aijes-7162	33	18	programs	program	NOUN
aijes-7162	33	19	that	that	PRON
aijes-7162	33	20	incentivize	incentivize	VERB
aijes-7162	33	21	expatriates	expatriate	NOUN
aijes-7162	33	22	to	to	PART
aijes-7162	33	23	return	return	VERB
aijes-7162	33	24	(	(	PUNCT
aijes-7162	33	25	chen	chen	PROPN
aijes-7162	33	26	&	&	CCONJ
aijes-7162	33	27	tan	tan	PROPN
aijes-7162	33	28	,	,	PUNCT
aijes-7162	33	29	2024	2024	NUM
aijes-7162	33	30	;	;	PUNCT
aijes-7162	33	31	duran	duran	NOUN
aijes-7162	33	32	&	&	CCONJ
aijes-7162	33	33	lopez	lopez	PROPN
aijes-7162	33	34	,	,	PUNCT
aijes-7162	33	35	2019	2019	NUM
aijes-7162	33	36	)	)	PUNCT
aijes-7162	33	37	.	.	PUNCT
aijes-7162	34	1	fostering	foster	VERB
aijes-7162	34	2	stronger	strong	ADJ
aijes-7162	34	3	ties	tie	NOUN
aijes-7162	34	4	between	between	ADP
aijes-7162	34	5	industry	industry	NOUN
aijes-7162	34	6	and	and	CCONJ
aijes-7162	34	7	academia	academia	NOUN
aijes-7162	34	8	can	can	AUX
aijes-7162	34	9	also	also	ADV
aijes-7162	34	10	play	play	VERB
aijes-7162	34	11	a	a	DET
aijes-7162	34	12	crucial	crucial	ADJ
aijes-7162	34	13	role	role	NOUN
aijes-7162	34	14	in	in	ADP
aijes-7162	34	15	retaining	retain	VERB
aijes-7162	34	16	skilled	skilled	ADJ
aijes-7162	34	17	professionals	professional	NOUN
aijes-7162	34	18	by	by	ADP
aijes-7162	34	19	promoting	promote	VERB
aijes-7162	34	20	domestic	domestic	ADJ
aijes-7162	34	21	career	career	NOUN
aijes-7162	34	22	advancement	advancement	NOUN
aijes-7162	34	23	(	(	PUNCT
aijes-7162	34	24	schwager	schwager	NOUN
aijes-7162	34	25	&	&	CCONJ
aijes-7162	34	26	gates	gates	PROPN
aijes-7162	34	27	,	,	PUNCT
aijes-7162	34	28	2024	2024	NUM
aijes-7162	34	29	)	)	PUNCT
aijes-7162	34	30	.	.	PUNCT
aijes-7162	35	1	the	the	DET
aijes-7162	35	2	stem	stem	NOUN
aijes-7162	35	3	workforce	workforce	NOUN
aijes-7162	35	4	plays	play	VERB
aijes-7162	35	5	a	a	DET
aijes-7162	35	6	crucial	crucial	ADJ
aijes-7162	35	7	role	role	NOUN
aijes-7162	35	8	in	in	ADP
aijes-7162	35	9	driving	drive	VERB
aijes-7162	35	10	economic	economic	ADJ
aijes-7162	35	11	growth	growth	NOUN
aijes-7162	35	12	and	and	CCONJ
aijes-7162	35	13	innovation	innovation	NOUN
aijes-7162	35	14	,	,	PUNCT
aijes-7162	35	15	but	but	CCONJ
aijes-7162	35	16	professionals	professional	NOUN
aijes-7162	35	17	in	in	ADP
aijes-7162	35	18	this	this	DET
aijes-7162	35	19	field	field	NOUN
aijes-7162	35	20	encounter	encounter	VERB
aijes-7162	35	21	persistent	persistent	ADJ
aijes-7162	35	22	challenges	challenge	NOUN
aijes-7162	35	23	related	relate	VERB
aijes-7162	35	24	to	to	ADP
aijes-7162	35	25	insufficient	insufficient	ADJ
aijes-7162	35	26	pay	pay	NOUN
aijes-7162	35	27	and	and	CCONJ
aijes-7162	35	28	limited	limited	ADJ
aijes-7162	35	29	career	career	NOUN
aijes-7162	35	30	growth	growth	NOUN
aijes-7162	35	31	opportunities	opportunity	NOUN
aijes-7162	35	32	.	.	PUNCT
aijes-7162	36	1	career	career	NOUN
aijes-7162	36	2	stagnation	stagnation	NOUN
aijes-7162	36	3	in	in	ADP
aijes-7162	36	4	stem	stem	NOUN
aijes-7162	36	5	fields	field	NOUN
aijes-7162	36	6	is	be	AUX
aijes-7162	36	7	exacerbated	exacerbate	VERB
aijes-7162	36	8	by	by	ADP
aijes-7162	36	9	the	the	DET
aijes-7162	36	10	lack	lack	NOUN
aijes-7162	36	11	of	of	ADP
aijes-7162	36	12	structured	structured	ADJ
aijes-7162	36	13	promotion	promotion	NOUN
aijes-7162	36	14	pathways	pathway	NOUN
aijes-7162	36	15	,	,	PUNCT
aijes-7162	36	16	particularly	particularly	ADV
aijes-7162	36	17	in	in	ADP
aijes-7162	36	18	academia	academia	NOUN
aijes-7162	36	19	and	and	CCONJ
aijes-7162	36	20	research	research	NOUN
aijes-7162	36	21	,	,	PUNCT
aijes-7162	36	22	where	where	SCONJ
aijes-7162	36	23	professionals	professional	NOUN
aijes-7162	36	24	often	often	ADV
aijes-7162	36	25	struggle	struggle	VERB
aijes-7162	36	26	to	to	PART
aijes-7162	36	27	advance	advance	VERB
aijes-7162	36	28	due	due	ADP
aijes-7162	36	29	to	to	ADP
aijes-7162	36	30	unclear	unclear	ADJ
aijes-7162	36	31	career	career	NOUN
aijes-7162	36	32	trajectories	trajectory	NOUN
aijes-7162	36	33	and	and	CCONJ
aijes-7162	36	34	limited	limited	ADJ
aijes-7162	36	35	leadership	leadership	NOUN
aijes-7162	36	36	opportunities	opportunity	NOUN
aijes-7162	36	37	(	(	PUNCT
aijes-7162	36	38	saras	saras	X
aijes-7162	36	39	,	,	PUNCT
aijes-7162	36	40	2024	2024	NUM
aijes-7162	36	41	;	;	PUNCT
aijes-7162	36	42	xue	xue	PROPN
aijes-7162	36	43	&	&	CCONJ
aijes-7162	36	44	larson	larson	PROPN
aijes-7162	36	45	,	,	PUNCT
aijes-7162	36	46	2015	2015	NUM
aijes-7162	36	47	)	)	PUNCT
aijes-7162	36	48	.	.	PUNCT
aijes-7162	37	1	additionally	additionally	ADV
aijes-7162	37	2	,	,	PUNCT
aijes-7162	37	3	public	public	ADJ
aijes-7162	37	4	sector	sector	NOUN
aijes-7162	37	5	stem	stem	NOUN
aijes-7162	37	6	wages	wage	NOUN
aijes-7162	37	7	remain	remain	VERB
aijes-7162	37	8	uncompetitive	uncompetitive	ADJ
aijes-7162	37	9	compared	compare	VERB
aijes-7162	37	10	to	to	ADP
aijes-7162	37	11	private	private	ADJ
aijes-7162	37	12	sector	sector	NOUN
aijes-7162	37	13	opportunities	opportunity	NOUN
aijes-7162	37	14	,	,	PUNCT
aijes-7162	37	15	making	make	VERB
aijes-7162	37	16	it	it	PRON
aijes-7162	37	17	difficult	difficult	ADJ
aijes-7162	37	18	to	to	PART
aijes-7162	37	19	attract	attract	VERB
aijes-7162	37	20	and	and	CCONJ
aijes-7162	37	21	retain	retain	VERB
aijes-7162	37	22	skilled	skilled	ADJ
aijes-7162	37	23	professionals	professional	NOUN
aijes-7162	37	24	in	in	ADP
aijes-7162	37	25	government	government	NOUN
aijes-7162	37	26	-	-	PUNCT
aijes-7162	37	27	funded	fund	VERB
aijes-7162	37	28	research	research	NOUN
aijes-7162	37	29	and	and	CCONJ
aijes-7162	37	30	technical	technical	ADJ
aijes-7162	37	31	roles	role	NOUN
aijes-7162	37	32	(	(	PUNCT
aijes-7162	37	33	edwards	edwards	PROPN
aijes-7162	37	34	,	,	PUNCT
aijes-7162	37	35	mccollester	mccollester	NOUN
aijes-7162	37	36	,	,	PUNCT
aijes-7162	37	37	&	&	CCONJ
aijes-7162	37	38	phillips	phillips	PROPN
aijes-7162	37	39	,	,	PUNCT
aijes-7162	37	40	2021	2021	NUM
aijes-7162	37	41	)	)	PUNCT
aijes-7162	37	42	.	.	PUNCT
aijes-7162	38	1	rapid	rapid	ADJ
aijes-7162	38	2	technological	technological	ADJ
aijes-7162	38	3	advancements	advancement	NOUN
aijes-7162	38	4	also	also	ADV
aijes-7162	38	5	contribute	contribute	VERB
aijes-7162	38	6	to	to	ADP
aijes-7162	38	7	career	career	NOUN
aijes-7162	38	8	instability	instability	NOUN
aijes-7162	38	9	,	,	PUNCT
aijes-7162	38	10	as	as	ADP
aijes-7162	38	11	evolving	evolve	VERB
aijes-7162	38	12	industry	industry	NOUN
aijes-7162	38	13	demands	demand	NOUN
aijes-7162	38	14	frequently	frequently	ADV
aijes-7162	38	15	render	render	VERB
aijes-7162	38	16	certain	certain	ADJ
aijes-7162	38	17	skills	skill	NOUN
aijes-7162	38	18	obsolete	obsolete	ADJ
aijes-7162	38	19	,	,	PUNCT
aijes-7162	38	20	requiring	require	VERB
aijes-7162	38	21	continuous	continuous	ADJ
aijes-7162	38	22	retraining	retraining	NOUN
aijes-7162	38	23	to	to	PART
aijes-7162	38	24	remain	remain	VERB
aijes-7162	38	25	relevant	relevant	ADJ
aijes-7162	38	26	(	(	PUNCT
aijes-7162	38	27	deming	deming	PROPN
aijes-7162	38	28	&	&	CCONJ
aijes-7162	38	29	noray	noray	PROPN
aijes-7162	38	30	,	,	PUNCT
aijes-7162	38	31	2018	2018	NUM
aijes-7162	38	32	)	)	PUNCT
aijes-7162	38	33	.	.	PUNCT
aijes-7162	39	1	compounding	compound	VERB
aijes-7162	39	2	these	these	DET
aijes-7162	39	3	challenges	challenge	NOUN
aijes-7162	39	4	,	,	PUNCT
aijes-7162	39	5	market	market	NOUN
aijes-7162	39	6	saturation	saturation	NOUN
aijes-7162	39	7	in	in	ADP
aijes-7162	39	8	stem	stem	NOUN
aijes-7162	39	9	fields	field	NOUN
aijes-7162	39	10	has	have	AUX
aijes-7162	39	11	led	lead	VERB
aijes-7162	39	12	to	to	PART
aijes-7162	39	13	wage	wage	NOUN
aijes-7162	39	14	stagnation	stagnation	NOUN
aijes-7162	39	15	,	,	PUNCT
aijes-7162	39	16	particularly	particularly	ADV
aijes-7162	39	17	in	in	ADP
aijes-7162	39	18	317	317	NUM
aijes-7162	39	19	academia	academia	NOUN
aijes-7162	39	20	and	and	CCONJ
aijes-7162	39	21	research	research	NOUN
aijes-7162	39	22	,	,	PUNCT
aijes-7162	39	23	where	where	SCONJ
aijes-7162	39	24	an	an	DET
aijes-7162	39	25	oversupply	oversupply	NOUN
aijes-7162	39	26	of	of	ADP
aijes-7162	39	27	highly	highly	ADV
aijes-7162	39	28	educated	educate	VERB
aijes-7162	39	29	professionals	professional	NOUN
aijes-7162	39	30	has	have	AUX
aijes-7162	39	31	outpaced	outpace	VERB
aijes-7162	39	32	the	the	DET
aijes-7162	39	33	availability	availability	NOUN
aijes-7162	39	34	of	of	ADP
aijes-7162	39	35	well	well	ADV
aijes-7162	39	36	-	-	PUNCT
aijes-7162	39	37	paying	pay	VERB
aijes-7162	39	38	jobs	job	NOUN
aijes-7162	39	39	(	(	PUNCT
aijes-7162	39	40	delavallade	delavallade	NOUN
aijes-7162	39	41	et	et	PROPN
aijes-7162	39	42	al	al	PROPN
aijes-7162	39	43	.	.	PROPN
aijes-7162	39	44	,	,	PUNCT
aijes-7162	39	45	2024	2024	NUM
aijes-7162	39	46	;	;	PUNCT
aijes-7162	39	47	salzman	salzman	NOUN
aijes-7162	39	48	,	,	PUNCT
aijes-7162	39	49	2013	2013	NUM
aijes-7162	39	50	;	;	PUNCT
aijes-7162	39	51	xue	xue	PROPN
aijes-7162	39	52	&	&	CCONJ
aijes-7162	39	53	larson	larson	PROPN
aijes-7162	39	54	,	,	PUNCT
aijes-7162	39	55	2015	2015	NUM
aijes-7162	39	56	)	)	PUNCT
aijes-7162	39	57	.	.	PUNCT
aijes-7162	40	1	furthermore	furthermore	ADV
aijes-7162	40	2	,	,	PUNCT
aijes-7162	40	3	the	the	DET
aijes-7162	40	4	mismatch	mismatch	NOUN
aijes-7162	40	5	between	between	ADP
aijes-7162	40	6	stem	stem	NOUN
aijes-7162	40	7	education	education	NOUN
aijes-7162	40	8	and	and	CCONJ
aijes-7162	40	9	industry	industry	NOUN
aijes-7162	40	10	demand	demand	NOUN
aijes-7162	40	11	has	have	AUX
aijes-7162	40	12	been	be	AUX
aijes-7162	40	13	widely	widely	ADV
aijes-7162	40	14	discussed	discuss	VERB
aijes-7162	40	15	in	in	ADP
aijes-7162	40	16	the	the	DET
aijes-7162	40	17	literature	literature	NOUN
aijes-7162	40	18	(	(	PUNCT
aijes-7162	40	19	biagi	biagi	PROPN
aijes-7162	40	20	&	&	CCONJ
aijes-7162	40	21	castaño	castaño	PROPN
aijes-7162	40	22	muñoz	muñoz	PROPN
aijes-7162	40	23	,	,	PUNCT
aijes-7162	40	24	2020	2020	NUM
aijes-7162	40	25	;	;	PUNCT
aijes-7162	40	26	smith	smith	PROPN
aijes-7162	40	27	&	&	CCONJ
aijes-7162	40	28	white	white	PROPN
aijes-7162	40	29	,	,	PUNCT
aijes-7162	40	30	2022	2022	NUM
aijes-7162	40	31	;	;	PUNCT
aijes-7162	40	32	pater	pater	PROPN
aijes-7162	40	33	et	et	PROPN
aijes-7162	40	34	al	al	PROPN
aijes-7162	40	35	.	.	PROPN
aijes-7162	40	36	,	,	PUNCT
aijes-7162	40	37	2022	2022	NUM
aijes-7162	40	38	;	;	PUNCT
aijes-7162	40	39	ghaffarzadegan	ghaffarzadegan	VERB
aijes-7162	40	40	et	et	PROPN
aijes-7162	40	41	al	al	PROPN
aijes-7162	40	42	.	.	PROPN
aijes-7162	40	43	,	,	PUNCT
aijes-7162	40	44	2017	2017	NUM
aijes-7162	40	45	;	;	PUNCT
aijes-7162	40	46	ngo	ngo	PROPN
aijes-7162	40	47	et	et	PROPN
aijes-7162	40	48	al	al	PROPN
aijes-7162	40	49	.	.	PROPN
aijes-7162	40	50	,	,	PUNCT
aijes-7162	40	51	2025	2025	NUM
aijes-7162	40	52	;	;	PUNCT
aijes-7162	40	53	srivastava	srivastava	PROPN
aijes-7162	40	54	,	,	PUNCT
aijes-7162	40	55	2025	2025	NUM
aijes-7162	40	56	;	;	PUNCT
aijes-7162	40	57	ali	ali	PROPN
aijes-7162	40	58	&	&	CCONJ
aijes-7162	40	59	bangalore	bangalore	PROPN
aijes-7162	40	60	,	,	PUNCT
aijes-7162	40	61	2025	2025	NUM
aijes-7162	40	62	)	)	PUNCT
aijes-7162	40	63	.	.	PUNCT
aijes-7162	41	1	the	the	DET
aijes-7162	41	2	disconnect	disconnect	NOUN
aijes-7162	41	3	between	between	ADP
aijes-7162	41	4	stem	stem	NOUN
aijes-7162	41	5	education	education	NOUN
aijes-7162	41	6	and	and	CCONJ
aijes-7162	41	7	industry	industry	NOUN
aijes-7162	41	8	needs	need	NOUN
aijes-7162	41	9	leads	lead	VERB
aijes-7162	41	10	to	to	ADP
aijes-7162	41	11	underemployment	underemployment	ADJ
aijes-7162	41	12	,	,	PUNCT
aijes-7162	41	13	as	as	SCONJ
aijes-7162	41	14	employers	employer	NOUN
aijes-7162	41	15	seek	seek	VERB
aijes-7162	41	16	practical	practical	ADJ
aijes-7162	41	17	skills	skill	NOUN
aijes-7162	41	18	often	often	ADV
aijes-7162	41	19	absent	absent	ADJ
aijes-7162	41	20	from	from	ADP
aijes-7162	41	21	traditional	traditional	ADJ
aijes-7162	41	22	stem	stem	NOUN
aijes-7162	41	23	degree	degree	NOUN
aijes-7162	41	24	programs	program	NOUN
aijes-7162	41	25	(	(	PUNCT
aijes-7162	41	26	delavallade	delavallade	VERB
aijes-7162	41	27	et	et	PROPN
aijes-7162	41	28	al	al	PROPN
aijes-7162	41	29	.	.	PROPN
aijes-7162	41	30	,	,	PUNCT
aijes-7162	41	31	2024	2024	NUM
aijes-7162	41	32	;	;	PUNCT
aijes-7162	41	33	rodríguez	rodríguez	NOUN
aijes-7162	41	34	et	et	PROPN
aijes-7162	41	35	al	al	PROPN
aijes-7162	41	36	.	.	PROPN
aijes-7162	41	37	,	,	PUNCT
aijes-7162	41	38	2025	2025	NUM
aijes-7162	41	39	)	)	PUNCT
aijes-7162	41	40	,	,	PUNCT
aijes-7162	41	41	especially	especially	ADV
aijes-7162	41	42	stem	stem	NOUN
aijes-7162	41	43	curricula	curricula	NOUN
aijes-7162	41	44	lag	lag	VERB
aijes-7162	41	45	behind	behind	ADP
aijes-7162	41	46	emerging	emerge	VERB
aijes-7162	41	47	technologies	technology	NOUN
aijes-7162	41	48	(	(	PUNCT
aijes-7162	41	49	tajudeen	tajudeen	NOUN
aijes-7162	41	50	et	et	NOUN
aijes-7162	41	51	al	al	PROPN
aijes-7162	41	52	.	.	PROPN
aijes-7162	41	53	2025	2025	NUM
aijes-7162	41	54	,	,	PUNCT
aijes-7162	41	55	zhou	zhou	PROPN
aijes-7162	41	56	et	et	PROPN
aijes-7162	41	57	al	al	PROPN
aijes-7162	41	58	.	.	PROPN
aijes-7162	41	59	,	,	PUNCT
aijes-7162	41	60	2025	2025	NUM
aijes-7162	41	61	,	,	PUNCT
aijes-7162	41	62	gao	gao	PROPN
aijes-7162	41	63	,	,	PUNCT
aijes-7162	41	64	et	et	PROPN
aijes-7162	41	65	al	al	PROPN
aijes-7162	41	66	.	.	PROPN
aijes-7162	41	67	,	,	PUNCT
aijes-7162	41	68	2025	2025	NUM
aijes-7162	41	69	;	;	PUNCT
aijes-7162	41	70	wu	wu	PROPN
aijes-7162	41	71	&	&	CCONJ
aijes-7162	41	72	zhou	zhou	PROPN
aijes-7162	41	73	,	,	PUNCT
aijes-7162	41	74	2025	2025	NUM
aijes-7162	41	75	)	)	PUNCT
aijes-7162	41	76	.	.	PUNCT
aijes-7162	42	1	researchers	researcher	NOUN
aijes-7162	42	2	also	also	ADV
aijes-7162	42	3	highlight	highlight	VERB
aijes-7162	42	4	the	the	DET
aijes-7162	42	5	lack	lack	NOUN
aijes-7162	42	6	of	of	ADP
aijes-7162	42	7	industry	industry	NOUN
aijes-7162	42	8	-	-	PUNCT
aijes-7162	42	9	specific	specific	ADJ
aijes-7162	42	10	skills	skill	NOUN
aijes-7162	42	11	among	among	ADP
aijes-7162	42	12	stem	stem	NOUN
aijes-7162	42	13	graduates	graduate	NOUN
aijes-7162	42	14	(	(	PUNCT
aijes-7162	42	15	kersanszki	kersanszki	NOUN
aijes-7162	42	16	&	&	CCONJ
aijes-7162	42	17	nadai	nadai	PROPN
aijes-7162	42	18	,	,	PUNCT
aijes-7162	42	19	2020	2020	NUM
aijes-7162	42	20	;	;	PUNCT
aijes-7162	42	21	teshome	teshome	NOUN
aijes-7162	42	22	&	&	CCONJ
aijes-7162	42	23	oumer	oumer	PROPN
aijes-7162	42	24	,	,	PUNCT
aijes-7162	42	25	2024	2024	NUM
aijes-7162	42	26	;	;	PUNCT
aijes-7162	42	27	morris	morris	PROPN
aijes-7162	42	28	et	et	PROPN
aijes-7162	42	29	al	al	PROPN
aijes-7162	42	30	.	.	PROPN
aijes-7162	42	31	,	,	PUNCT
aijes-7162	42	32	2024	2024	NUM
aijes-7162	42	33	)	)	PUNCT
aijes-7162	42	34	.	.	PUNCT
aijes-7162	43	1	the	the	DET
aijes-7162	43	2	growing	grow	VERB
aijes-7162	43	3	skills	skill	NOUN
aijes-7162	43	4	gap	gap	NOUN
aijes-7162	43	5	in	in	ADP
aijes-7162	43	6	the	the	DET
aijes-7162	43	7	labor	labor	NOUN
aijes-7162	43	8	market	market	NOUN
aijes-7162	43	9	,	,	PUNCT
aijes-7162	43	10	especially	especially	ADV
aijes-7162	43	11	among	among	ADP
aijes-7162	43	12	women	woman	NOUN
aijes-7162	43	13	and	and	CCONJ
aijes-7162	43	14	minorities	minority	NOUN
aijes-7162	43	15	,	,	PUNCT
aijes-7162	43	16	is	be	AUX
aijes-7162	43	17	largely	largely	ADV
aijes-7162	43	18	attributed	attribute	VERB
aijes-7162	43	19	to	to	ADP
aijes-7162	43	20	insufficient	insufficient	ADJ
aijes-7162	43	21	stem	stem	NOUN
aijes-7162	43	22	awareness	awareness	NOUN
aijes-7162	43	23	and	and	CCONJ
aijes-7162	43	24	engagement	engagement	NOUN
aijes-7162	43	25	.	.	PUNCT
aijes-7162	44	1	research	research	NOUN
aijes-7162	44	2	indicates	indicate	VERB
aijes-7162	44	3	that	that	SCONJ
aijes-7162	44	4	the	the	DET
aijes-7162	44	5	absence	absence	NOUN
aijes-7162	44	6	of	of	ADP
aijes-7162	44	7	early	early	ADJ
aijes-7162	44	8	stem	stem	NOUN
aijes-7162	44	9	exposure	exposure	NOUN
aijes-7162	44	10	and	and	CCONJ
aijes-7162	44	11	traditional	traditional	ADJ
aijes-7162	44	12	teaching	teaching	NOUN
aijes-7162	44	13	methods	method	NOUN
aijes-7162	44	14	that	that	PRON
aijes-7162	44	15	lack	lack	VERB
aijes-7162	44	16	interdisciplinary	interdisciplinary	ADJ
aijes-7162	44	17	integration	integration	NOUN
aijes-7162	44	18	contribute	contribute	VERB
aijes-7162	44	19	to	to	ADP
aijes-7162	44	20	this	this	DET
aijes-7162	44	21	issue	issue	NOUN
aijes-7162	44	22	(	(	PUNCT
aijes-7162	44	23	owens	owens	PROPN
aijes-7162	44	24	et	et	PROPN
aijes-7162	44	25	al	al	PROPN
aijes-7162	44	26	.	.	PROPN
aijes-7162	44	27	,	,	PUNCT
aijes-7162	44	28	2012	2012	NUM
aijes-7162	44	29	)	)	PUNCT
aijes-7162	44	30	.	.	PUNCT
aijes-7162	45	1	moreover	moreover	ADV
aijes-7162	45	2	,	,	PUNCT
aijes-7162	45	3	employers	employer	NOUN
aijes-7162	45	4	report	report	VERB
aijes-7162	45	5	that	that	SCONJ
aijes-7162	45	6	graduates	graduate	NOUN
aijes-7162	45	7	often	often	ADV
aijes-7162	45	8	fall	fall	VERB
aijes-7162	45	9	short	short	ADV
aijes-7162	45	10	in	in	ADP
aijes-7162	45	11	both	both	CCONJ
aijes-7162	45	12	technical	technical	ADJ
aijes-7162	45	13	proficiency	proficiency	NOUN
aijes-7162	45	14	and	and	CCONJ
aijes-7162	45	15	crucial	crucial	ADJ
aijes-7162	45	16	problem	problem	NOUN
aijes-7162	45	17	-	-	PUNCT
aijes-7162	45	18	solving	solve	VERB
aijes-7162	45	19	and	and	CCONJ
aijes-7162	45	20	communication	communication	NOUN
aijes-7162	45	21	abilities	ability	NOUN
aijes-7162	45	22	needed	need	VERB
aijes-7162	45	23	for	for	ADP
aijes-7162	45	24	contemporary	contemporary	ADJ
aijes-7162	45	25	stem	stem	NOUN
aijes-7162	45	26	positions	position	NOUN
aijes-7162	45	27	(	(	PUNCT
aijes-7162	45	28	karimi	karimi	PROPN
aijes-7162	45	29	&	&	CCONJ
aijes-7162	45	30	pina	pina	PROPN
aijes-7162	45	31	,	,	PUNCT
aijes-7162	45	32	2021	2021	NUM
aijes-7162	45	33	,	,	PUNCT
aijes-7162	45	34	hora	hora	PROPN
aijes-7162	45	35	et	et	PROPN
aijes-7162	45	36	al	al	PROPN
aijes-7162	45	37	.	.	PROPN
aijes-7162	45	38	2016	2016	NUM
aijes-7162	45	39	;	;	PUNCT
aijes-7162	45	40	jiang	jiang	PROPN
aijes-7162	45	41	et	et	PROPN
aijes-7162	45	42	al	al	PROPN
aijes-7162	45	43	.	.	PROPN
aijes-7162	45	44	,	,	PUNCT
aijes-7162	45	45	2024	2024	NUM
aijes-7162	45	46	)	)	PUNCT
aijes-7162	45	47	.	.	PUNCT
aijes-7162	46	1	while	while	SCONJ
aijes-7162	46	2	programs	program	NOUN
aijes-7162	46	3	to	to	PART
aijes-7162	46	4	boost	boost	VERB
aijes-7162	46	5	stem	stem	NOUN
aijes-7162	46	6	participation	participation	NOUN
aijes-7162	46	7	exist	exist	NOUN
aijes-7162	46	8	,	,	PUNCT
aijes-7162	46	9	many	many	ADJ
aijes-7162	46	10	are	be	AUX
aijes-7162	46	11	found	find	VERB
aijes-7162	46	12	to	to	PART
aijes-7162	46	13	be	be	AUX
aijes-7162	46	14	temporary	temporary	ADJ
aijes-7162	46	15	and	and	CCONJ
aijes-7162	46	16	fail	fail	VERB
aijes-7162	46	17	to	to	PART
aijes-7162	46	18	provide	provide	VERB
aijes-7162	46	19	lasting	last	VERB
aijes-7162	46	20	solutions	solution	NOUN
aijes-7162	46	21	to	to	PART
aijes-7162	46	22	workforce	workforce	VERB
aijes-7162	46	23	deficits	deficit	NOUN
aijes-7162	46	24	(	(	PUNCT
aijes-7162	46	25	hodgson	hodgson	PROPN
aijes-7162	46	26	et	et	PROPN
aijes-7162	46	27	al	al	PROPN
aijes-7162	46	28	.	.	PROPN
aijes-7162	46	29	,	,	PUNCT
aijes-7162	46	30	2024	2024	NUM
aijes-7162	46	31	)	)	PUNCT
aijes-7162	46	32	.	.	PUNCT
aijes-7162	47	1	introducing	introduce	VERB
aijes-7162	47	2	stem	stem	NOUN
aijes-7162	47	3	education	education	NOUN
aijes-7162	47	4	in	in	ADP
aijes-7162	47	5	early	early	ADJ
aijes-7162	47	6	years	year	NOUN
aijes-7162	47	7	increases	increase	VERB
aijes-7162	47	8	interest	interest	NOUN
aijes-7162	47	9	and	and	CCONJ
aijes-7162	47	10	career	career	NOUN
aijes-7162	47	11	aspirations	aspiration	NOUN
aijes-7162	47	12	in	in	ADP
aijes-7162	47	13	stem	stem	NOUN
aijes-7162	47	14	fields	field	NOUN
aijes-7162	47	15	.	.	PUNCT
aijes-7162	48	1	without	without	ADP
aijes-7162	48	2	structured	structured	ADJ
aijes-7162	48	3	interventions	intervention	NOUN
aijes-7162	48	4	,	,	PUNCT
aijes-7162	48	5	disengagement	disengagement	NOUN
aijes-7162	48	6	occurs	occur	VERB
aijes-7162	48	7	(	(	PUNCT
aijes-7162	48	8	siregar	siregar	NOUN
aijes-7162	48	9	et	et	PROPN
aijes-7162	48	10	al	al	PROPN
aijes-7162	48	11	.	.	PROPN
aijes-7162	48	12	2023	2023	NUM
aijes-7162	48	13	)	)	PUNCT
aijes-7162	48	14	.	.	PUNCT
aijes-7162	49	1	current	current	ADJ
aijes-7162	49	2	research	research	NOUN
aijes-7162	49	3	indicates	indicate	VERB
aijes-7162	49	4	ongoing	ongoing	ADJ
aijes-7162	49	5	gender	gender	NOUN
aijes-7162	49	6	inequalities	inequality	NOUN
aijes-7162	49	7	in	in	ADP
aijes-7162	49	8	stem	stem	NOUN
aijes-7162	49	9	education	education	NOUN
aijes-7162	49	10	and	and	CCONJ
aijes-7162	49	11	careers	career	NOUN
aijes-7162	49	12	,	,	PUNCT
aijes-7162	49	13	despite	despite	SCONJ
aijes-7162	49	14	initiatives	initiative	NOUN
aijes-7162	49	15	to	to	PART
aijes-7162	49	16	enhance	enhance	VERB
aijes-7162	49	17	diversity	diversity	NOUN
aijes-7162	49	18	.	.	PUNCT
aijes-7162	50	1	reviewed	review	VERB
aijes-7162	50	2	literature	literature	NOUN
aijes-7162	50	3	demonstrates	demonstrate	VERB
aijes-7162	50	4	that	that	SCONJ
aijes-7162	50	5	gender	gender	NOUN
aijes-7162	50	6	disparities	disparity	NOUN
aijes-7162	50	7	in	in	ADP
aijes-7162	50	8	stem	stem	NOUN
aijes-7162	50	9	emerge	emerge	VERB
aijes-7162	50	10	early	early	ADV
aijes-7162	50	11	,	,	PUNCT
aijes-7162	50	12	influenced	influence	VERB
aijes-7162	50	13	by	by	ADP
aijes-7162	50	14	societal	societal	ADJ
aijes-7162	50	15	expectations	expectation	NOUN
aijes-7162	50	16	,	,	PUNCT
aijes-7162	50	17	unconscious	unconscious	ADJ
aijes-7162	50	18	biases	bias	NOUN
aijes-7162	50	19	,	,	PUNCT
aijes-7162	50	20	and	and	CCONJ
aijes-7162	50	21	a	a	DET
aijes-7162	50	22	scarcity	scarcity	NOUN
aijes-7162	50	23	of	of	ADP
aijes-7162	50	24	female	female	ADJ
aijes-7162	50	25	exemplars	exemplar	NOUN
aijes-7162	50	26	(	(	PUNCT
aijes-7162	50	27	martínez	martínez	NOUN
aijes-7162	50	28	-	-	PUNCT
aijes-7162	50	29	gómez	gómez	NOUN
aijes-7162	50	30	et	et	PROPN
aijes-7162	50	31	al	al	PROPN
aijes-7162	50	32	.	.	PROPN
aijes-7162	50	33	,	,	PUNCT
aijes-7162	50	34	2024	2024	NUM
aijes-7162	50	35	;	;	PUNCT
aijes-7162	50	36	jimenez	jimenez	PROPN
aijes-7162	50	37	,	,	PUNCT
aijes-7162	50	38	santiago	santiago	PROPN
aijes-7162	50	39	,	,	PUNCT
aijes-7162	50	40	&	&	CCONJ
aijes-7162	50	41	couvertier	couvertier	PROPN
aijes-7162	50	42	,	,	PUNCT
aijes-7162	50	43	2024	2024	NUM
aijes-7162	50	44	;	;	PUNCT
aijes-7162	50	45	burgos	burgos	PROPN
aijes-7162	50	46	-	-	PROPN
aijes-7162	50	47	lopez	lopez	PROPN
aijes-7162	50	48	et	et	PROPN
aijes-7162	50	49	al	al	PROPN
aijes-7162	50	50	.	.	PROPN
aijes-7162	50	51	,	,	PUNCT
aijes-7162	50	52	2024	2024	NUM
aijes-7162	50	53	)	)	PUNCT
aijes-7162	50	54	.	.	PUNCT
aijes-7162	51	1	female	female	ADJ
aijes-7162	51	2	professionals	professional	NOUN
aijes-7162	51	3	in	in	ADP
aijes-7162	51	4	stem	stem	NOUN
aijes-7162	51	5	often	often	ADV
aijes-7162	51	6	encounter	encounter	VERB
aijes-7162	51	7	pay	pay	VERB
aijes-7162	51	8	inequities	inequity	NOUN
aijes-7162	51	9	and	and	CCONJ
aijes-7162	51	10	obstacles	obstacle	NOUN
aijes-7162	51	11	to	to	ADP
aijes-7162	51	12	professional	professional	ADJ
aijes-7162	51	13	growth	growth	NOUN
aijes-7162	51	14	,	,	PUNCT
aijes-7162	51	15	compounded	compound	VERB
aijes-7162	51	16	by	by	ADP
aijes-7162	51	17	job	job	NOUN
aijes-7162	51	18	segregation	segregation	NOUN
aijes-7162	51	19	and	and	CCONJ
aijes-7162	51	20	workplace	workplace	NOUN
aijes-7162	51	21	bias	bias	NOUN
aijes-7162	51	22	(	(	PUNCT
aijes-7162	51	23	ruiz	ruiz	NOUN
aijes-7162	51	24	,	,	PUNCT
aijes-7162	51	25	ganuza	ganuza	NOUN
aijes-7162	51	26	,	,	PUNCT
aijes-7162	51	27	&	&	CCONJ
aijes-7162	51	28	garcía	garcía	ADJ
aijes-7162	51	29	,	,	PUNCT
aijes-7162	51	30	2024	2024	NUM
aijes-7162	51	31	;	;	PUNCT
aijes-7162	51	32	dolgikh	dolgikh	NOUN
aijes-7162	51	33	&	&	CCONJ
aijes-7162	51	34	potanin	potanin	PROPN
aijes-7162	51	35	,	,	PUNCT
aijes-7162	51	36	2025	2025	NUM
aijes-7162	51	37	)	)	PUNCT
aijes-7162	51	38	.	.	PUNCT
aijes-7162	52	1	sector	sector	NOUN
aijes-7162	52	2	-	-	PUNCT
aijes-7162	52	3	specific	specific	ADJ
aijes-7162	52	4	inequalities	inequality	NOUN
aijes-7162	52	5	are	be	AUX
aijes-7162	52	6	particularly	particularly	ADV
aijes-7162	52	7	evident	evident	ADJ
aijes-7162	52	8	in	in	ADP
aijes-7162	52	9	aerospace	aerospace	NOUN
aijes-7162	52	10	,	,	PUNCT
aijes-7162	52	11	ai	ai	VERB
aijes-7162	52	12	,	,	PUNCT
aijes-7162	52	13	and	and	CCONJ
aijes-7162	52	14	green	green	ADJ
aijes-7162	52	15	technology	technology	NOUN
aijes-7162	52	16	industries	industry	NOUN
aijes-7162	52	17	,	,	PUNCT
aijes-7162	52	18	where	where	SCONJ
aijes-7162	52	19	systemic	systemic	ADJ
aijes-7162	52	20	obstacles	obstacle	NOUN
aijes-7162	52	21	further	far	ADV
aijes-7162	52	22	restrict	restrict	VERB
aijes-7162	52	23	women	woman	NOUN
aijes-7162	52	24	's	's	PART
aijes-7162	52	25	involvement	involvement	NOUN
aijes-7162	52	26	(	(	PUNCT
aijes-7162	52	27	costa	costa	PROPN
aijes-7162	52	28	et.al	et.al	PROPN
aijes-7162	52	29	,	,	PUNCT
aijes-7162	52	30	2024	2024	NUM
aijes-7162	52	31	;	;	PUNCT
aijes-7162	52	32	conde	conde	PROPN
aijes-7162	52	33	-	-	PUNCT
aijes-7162	52	34	ruiz	ruiz	NOUN
aijes-7162	52	35	et	et	PROPN
aijes-7162	52	36	al	al	PROPN
aijes-7162	52	37	.	.	PROPN
aijes-7162	52	38	,	,	PUNCT
aijes-7162	52	39	2024	2024	NUM
aijes-7162	52	40	;	;	PUNCT
aijes-7162	52	41	moso	moso	NOUN
aijes-7162	52	42	-	-	PUNCT
aijes-7162	52	43	diez	diez	PROPN
aijes-7162	52	44	&	&	CCONJ
aijes-7162	52	45	mondaca	mondaca	PROPN
aijes-7162	52	46	-	-	PUNCT
aijes-7162	52	47	soto	soto	NOUN
aijes-7162	52	48	,	,	PUNCT
aijes-7162	52	49	2025	2025	NUM
aijes-7162	52	50	)	)	PUNCT
aijes-7162	52	51	.	.	PUNCT
aijes-7162	53	1	policy	policy	NOUN
aijes-7162	53	2	measures	measure	NOUN
aijes-7162	53	3	have	have	AUX
aijes-7162	53	4	shown	show	VERB
aijes-7162	53	5	varied	varied	ADJ
aijes-7162	53	6	outcomes	outcome	NOUN
aijes-7162	53	7	,	,	PUNCT
aijes-7162	53	8	with	with	ADP
aijes-7162	53	9	certain	certain	ADJ
aijes-7162	53	10	studies	study	NOUN
aijes-7162	53	11	recommending	recommend	VERB
aijes-7162	53	12	more	more	ADV
aijes-7162	53	13	equitable	equitable	ADJ
aijes-7162	53	14	recruitment	recruitment	NOUN
aijes-7162	53	15	practices	practice	NOUN
aijes-7162	53	16	,	,	PUNCT
aijes-7162	53	17	mentoring	mentor	VERB
aijes-7162	53	18	initiatives	initiative	NOUN
aijes-7162	53	19	,	,	PUNCT
aijes-7162	53	20	and	and	CCONJ
aijes-7162	53	21	educational	educational	ADJ
aijes-7162	53	22	reforms	reform	NOUN
aijes-7162	53	23	to	to	PART
aijes-7162	53	24	tackle	tackle	VERB
aijes-7162	53	25	ingrained	ingrain	VERB
aijes-7162	53	26	biases	bias	NOUN
aijes-7162	53	27	(	(	PUNCT
aijes-7162	53	28	el	el	PROPN
aijes-7162	53	29	khawand	khawand	PROPN
aijes-7162	53	30	,	,	PUNCT
aijes-7162	53	31	2025	2025	NUM
aijes-7162	53	32	;	;	PUNCT
aijes-7162	53	33	lucietto	lucietto	PROPN
aijes-7162	53	34	&	&	CCONJ
aijes-7162	53	35	peters	peters	PROPN
aijes-7162	53	36	,	,	PUNCT
aijes-7162	53	37	2024	2024	NUM
aijes-7162	53	38	)	)	PUNCT
aijes-7162	53	39	.	.	PUNCT
aijes-7162	54	1	still	still	ADV
aijes-7162	54	2	another	another	DET
aijes-7162	54	3	challenge	challenge	NOUN
aijes-7162	54	4	with	with	ADP
aijes-7162	54	5	regard	regard	NOUN
aijes-7162	54	6	to	to	ADP
aijes-7162	54	7	stem	stem	NOUN
aijes-7162	54	8	professions	profession	NOUN
aijes-7162	54	9	is	be	AUX
aijes-7162	54	10	the	the	DET
aijes-7162	54	11	uneven	uneven	ADJ
aijes-7162	54	12	distribution	distribution	NOUN
aijes-7162	54	13	of	of	ADP
aijes-7162	54	14	stem	stem	NOUN
aijes-7162	54	15	careers	career	NOUN
aijes-7162	54	16	across	across	ADP
aijes-7162	54	17	regions	region	NOUN
aijes-7162	54	18	.	.	PUNCT
aijes-7162	55	1	this	this	PRON
aijes-7162	55	2	is	be	AUX
aijes-7162	55	3	influenced	influence	VERB
aijes-7162	55	4	by	by	ADP
aijes-7162	55	5	a	a	DET
aijes-7162	55	6	combination	combination	NOUN
aijes-7162	55	7	of	of	ADP
aijes-7162	55	8	economic	economic	ADJ
aijes-7162	55	9	,	,	PUNCT
aijes-7162	55	10	educational	educational	ADJ
aijes-7162	55	11	,	,	PUNCT
aijes-7162	55	12	and	and	CCONJ
aijes-7162	55	13	demographic	demographic	ADJ
aijes-7162	55	14	elements	element	NOUN
aijes-7162	55	15	that	that	PRON
aijes-7162	55	16	result	result	VERB
aijes-7162	55	17	in	in	ADP
aijes-7162	55	18	unequal	unequal	ADJ
aijes-7162	55	19	access	access	NOUN
aijes-7162	55	20	to	to	ADP
aijes-7162	55	21	opportunities	opportunity	NOUN
aijes-7162	55	22	in	in	ADP
aijes-7162	55	23	different	different	ADJ
aijes-7162	55	24	geographical	geographical	ADJ
aijes-7162	55	25	areas	area	NOUN
aijes-7162	55	26	.	.	PUNCT
aijes-7162	56	1	studies	study	NOUN
aijes-7162	56	2	show	show	VERB
aijes-7162	56	3	that	that	SCONJ
aijes-7162	56	4	urban	urban	ADJ
aijes-7162	56	5	centers	center	NOUN
aijes-7162	56	6	with	with	ADP
aijes-7162	56	7	robust	robust	ADJ
aijes-7162	56	8	stem	stem	NOUN
aijes-7162	56	9	industries	industry	NOUN
aijes-7162	56	10	provide	provide	VERB
aijes-7162	56	11	enhanced	enhanced	ADJ
aijes-7162	56	12	job	job	NOUN
aijes-7162	56	13	prospects	prospect	NOUN
aijes-7162	56	14	and	and	CCONJ
aijes-7162	56	15	salary	salary	NOUN
aijes-7162	56	16	levels	level	NOUN
aijes-7162	56	17	,	,	PUNCT
aijes-7162	56	18	while	while	SCONJ
aijes-7162	56	19	rural	rural	ADJ
aijes-7162	56	20	and	and	CCONJ
aijes-7162	56	21	economically	economically	ADV
aijes-7162	56	22	challenged	challenge	VERB
aijes-7162	56	23	areas	area	NOUN
aijes-7162	56	24	struggle	struggle	VERB
aijes-7162	56	25	with	with	ADP
aijes-7162	56	26	ongoing	ongoing	ADJ
aijes-7162	56	27	issues	issue	NOUN
aijes-7162	56	28	due	due	ADJ
aijes-7162	56	29	to	to	ADP
aijes-7162	56	30	scarce	scarce	ADJ
aijes-7162	56	31	educational	educational	ADJ
aijes-7162	56	32	resources	resource	NOUN
aijes-7162	56	33	and	and	CCONJ
aijes-7162	56	34	industrial	industrial	ADJ
aijes-7162	56	35	concentration	concentration	NOUN
aijes-7162	56	36	(	(	PUNCT
aijes-7162	56	37	wright	wright	PROPN
aijes-7162	56	38	,	,	PUNCT
aijes-7162	56	39	ellis	ellis	PROPN
aijes-7162	56	40	,	,	PUNCT
aijes-7162	56	41	&	&	CCONJ
aijes-7162	56	42	townley	townley	PROPN
aijes-7162	56	43	,	,	PUNCT
aijes-7162	56	44	2017	2017	NUM
aijes-7162	56	45	;	;	PUNCT
aijes-7162	56	46	lysenko	lysenko	PROPN
aijes-7162	56	47	&	&	CCONJ
aijes-7162	56	48	wang	wang	PROPN
aijes-7162	56	49	,	,	PUNCT
aijes-7162	56	50	2020	2020	NUM
aijes-7162	56	51	)	)	PUNCT
aijes-7162	56	52	.	.	PUNCT
aijes-7162	57	1	these	these	DET
aijes-7162	57	2	regional	regional	ADJ
aijes-7162	57	3	imbalances	imbalance	NOUN
aijes-7162	57	4	are	be	AUX
aijes-7162	57	5	further	far	ADV
aijes-7162	57	6	intensified	intensify	VERB
aijes-7162	57	7	by	by	ADP
aijes-7162	57	8	gender	gender	NOUN
aijes-7162	57	9	and	and	CCONJ
aijes-7162	57	10	racial	racial	ADJ
aijes-7162	57	11	disparities	disparity	NOUN
aijes-7162	57	12	,	,	PUNCT
aijes-7162	57	13	as	as	SCONJ
aijes-7162	57	14	women	woman	NOUN
aijes-7162	57	15	and	and	CCONJ
aijes-7162	57	16	minority	minority	NOUN
aijes-7162	57	17	groups	group	NOUN
aijes-7162	57	18	are	be	AUX
aijes-7162	57	19	often	often	ADV
aijes-7162	57	20	underrepresented	underrepresente	VERB
aijes-7162	57	21	in	in	ADP
aijes-7162	57	22	lucrative	lucrative	ADJ
aijes-7162	57	23	stem	stem	NOUN
aijes-7162	57	24	positions	position	NOUN
aijes-7162	57	25	due	due	ADJ
aijes-7162	57	26	to	to	ADP
aijes-7162	57	27	systemic	systemic	ADJ
aijes-7162	57	28	and	and	CCONJ
aijes-7162	57	29	cultural	cultural	ADJ
aijes-7162	57	30	obstacles	obstacle	NOUN
aijes-7162	57	31	(	(	PUNCT
aijes-7162	57	32	white	white	PROPN
aijes-7162	57	33	&	&	CCONJ
aijes-7162	57	34	smith	smith	PROPN
aijes-7162	57	35	,	,	PUNCT
aijes-7162	57	36	2024	2024	NUM
aijes-7162	57	37	)	)	PUNCT
aijes-7162	57	38	.	.	PUNCT
aijes-7162	58	1	economic	economic	ADJ
aijes-7162	58	2	strategies	strategy	NOUN
aijes-7162	58	3	and	and	CCONJ
aijes-7162	58	4	workforce	workforce	PROPN
aijes-7162	58	5	development	development	NOUN
aijes-7162	58	6	initiatives	initiative	NOUN
aijes-7162	58	7	are	be	AUX
aijes-7162	58	8	instrumental	instrumental	ADJ
aijes-7162	58	9	in	in	ADP
aijes-7162	58	10	shaping	shape	VERB
aijes-7162	58	11	these	these	DET
aijes-7162	58	12	disparities	disparity	NOUN
aijes-7162	58	13	,	,	PUNCT
aijes-7162	58	14	with	with	ADP
aijes-7162	58	15	regions	region	NOUN
aijes-7162	58	16	that	that	PRON
aijes-7162	58	17	actively	actively	ADV
aijes-7162	58	18	invest	invest	VERB
aijes-7162	58	19	in	in	ADP
aijes-7162	58	20	stem	stem	NOUN
aijes-7162	58	21	education	education	NOUN
aijes-7162	58	22	and	and	CCONJ
aijes-7162	58	23	innovation	innovation	NOUN
aijes-7162	58	24	centers	center	NOUN
aijes-7162	58	25	typically	typically	ADV
aijes-7162	58	26	demonstrating	demonstrate	VERB
aijes-7162	58	27	stronger	strong	ADJ
aijes-7162	58	28	labor	labor	NOUN
aijes-7162	58	29	market	market	NOUN
aijes-7162	58	30	results	result	NOUN
aijes-7162	58	31	(	(	PUNCT
aijes-7162	58	32	gregory	gregory	NOUN
aijes-7162	58	33	,	,	PUNCT
aijes-7162	58	34	2015	2015	NUM
aijes-7162	58	35	;	;	PUNCT
aijes-7162	58	36	lópez‐bazo	lópez‐bazo	NOUN
aijes-7162	58	37	,	,	PUNCT
aijes-7162	58	38	monastiriotis	monastiriotis	NOUN
aijes-7162	58	39	,	,	PUNCT
aijes-7162	58	40	&	&	CCONJ
aijes-7162	58	41	motellón	motellón	NOUN
aijes-7162	58	42	,	,	PUNCT
aijes-7162	58	43	2017	2017	NUM
aijes-7162	58	44	)	)	PUNCT
aijes-7162	58	45	.	.	PUNCT
aijes-7162	59	1	understanding	understand	VERB
aijes-7162	59	2	stem	stem	NOUN
aijes-7162	59	3	employment	employment	NOUN
aijes-7162	59	4	challenges	challenge	NOUN
aijes-7162	59	5	in	in	ADP
aijes-7162	59	6	georgia	georgia	PROPN
aijes-7162	59	7	:	:	PUNCT
aijes-7162	59	8	a	a	DET
aijes-7162	59	9	qualitative	qualitative	ADJ
aijes-7162	59	10	analysis	analysis	NOUN
aijes-7162	59	11	of	of	ADP
aijes-7162	59	12	employer	employer	NOUN
aijes-7162	59	13	perspectives	perspective	NOUN
aijes-7162	59	14	318	318	NUM
aijes-7162	59	15	table	table	NOUN
aijes-7162	59	16	1	1	NUM
aijes-7162	59	17	.	.	PUNCT
aijes-7162	59	18	predefined	predefine	VERB
aijes-7162	59	19	stem	stem	NOUN
aijes-7162	59	20	employment	employment	NOUN
aijes-7162	59	21	broad	broad	ADJ
aijes-7162	59	22	challenges	challenge	NOUN
aijes-7162	59	23	based	base	VERB
aijes-7162	59	24	on	on	ADP
aijes-7162	59	25	literature	literature	NOUN
aijes-7162	59	26	review	review	NOUN
aijes-7162	59	27	challenge	challenge	NOUN
aijes-7162	59	28	academic	academic	ADJ
aijes-7162	59	29	literature	literature	NOUN
aijes-7162	59	30	talent	talent	NOUN
aijes-7162	59	31	drain	drain	PROPN
aijes-7162	59	32	auriol	auriol	NOUN
aijes-7162	59	33	,	,	PUNCT
aijes-7162	59	34	2010	2010	NUM
aijes-7162	59	35	;	;	PUNCT
aijes-7162	59	36	horton	horton	PROPN
aijes-7162	59	37	et	et	PROPN
aijes-7162	59	38	al	al	PROPN
aijes-7162	59	39	.	.	PROPN
aijes-7162	59	40	,	,	PUNCT
aijes-7162	59	41	2017	2017	NUM
aijes-7162	59	42	;	;	PUNCT
aijes-7162	59	43	marin	marin	NOUN
aijes-7162	59	44	&	&	CCONJ
aijes-7162	59	45	vona	vona	PROPN
aijes-7162	59	46	,	,	PUNCT
aijes-7162	59	47	2017	2017	NUM
aijes-7162	59	48	;	;	PUNCT
aijes-7162	59	49	yu	yu	PROPN
aijes-7162	59	50	,	,	PUNCT
aijes-7162	59	51	piew	piew	NOUN
aijes-7162	59	52	,	,	PUNCT
aijes-7162	59	53	&	&	CCONJ
aijes-7162	59	54	fai	fai	PROPN
aijes-7162	59	55	,	,	PUNCT
aijes-7162	59	56	2014	2014	NUM
aijes-7162	59	57	;	;	PUNCT
aijes-7162	59	58	zwetsloot	zwetsloot	NOUN
aijes-7162	59	59	,	,	PUNCT
aijes-7162	59	60	2021	2021	NUM
aijes-7162	59	61	;	;	PUNCT
aijes-7162	59	62	schwager	schwager	NOUN
aijes-7162	59	63	&	&	CCONJ
aijes-7162	59	64	gates	gates	PROPN
aijes-7162	59	65	,	,	PUNCT
aijes-7162	59	66	2024	2024	NUM
aijes-7162	59	67	;	;	PUNCT
aijes-7162	59	68	chen	chen	PROPN
aijes-7162	59	69	&	&	CCONJ
aijes-7162	59	70	tan	tan	PROPN
aijes-7162	59	71	,	,	PUNCT
aijes-7162	59	72	2024	2024	NUM
aijes-7162	59	73	;	;	PUNCT
aijes-7162	59	74	duran	duran	NOUN
aijes-7162	59	75	&	&	CCONJ
aijes-7162	59	76	lopez	lopez	PROPN
aijes-7162	59	77	,	,	PUNCT
aijes-7162	59	78	2019	2019	NUM
aijes-7162	59	79	low	low	ADJ
aijes-7162	59	80	salaries	salary	NOUN
aijes-7162	59	81	and	and	CCONJ
aijes-7162	59	82	limited	limited	ADJ
aijes-7162	59	83	career	career	NOUN
aijes-7162	59	84	growth	growth	NOUN
aijes-7162	59	85	salzman	salzman	NOUN
aijes-7162	59	86	,	,	PUNCT
aijes-7162	59	87	2013	2013	NUM
aijes-7162	59	88	;	;	PUNCT
aijes-7162	59	89	xue	xue	PROPN
aijes-7162	59	90	&	&	CCONJ
aijes-7162	59	91	larson	larson	PROPN
aijes-7162	59	92	,	,	PUNCT
aijes-7162	59	93	2015	2015	NUM
aijes-7162	59	94	;	;	PUNCT
aijes-7162	59	95	deming	deming	PROPN
aijes-7162	59	96	&	&	CCONJ
aijes-7162	59	97	noray	noray	PROPN
aijes-7162	59	98	,	,	PUNCT
aijes-7162	59	99	2018	2018	NUM
aijes-7162	59	100	;	;	PUNCT
aijes-7162	59	101	edwards	edwards	PROPN
aijes-7162	59	102	,	,	PUNCT
aijes-7162	59	103	mccollester	mccollester	NOUN
aijes-7162	59	104	,	,	PUNCT
aijes-7162	59	105	&	&	CCONJ
aijes-7162	59	106	phillips	phillips	PROPN
aijes-7162	59	107	,	,	PUNCT
aijes-7162	59	108	2021	2021	NUM
aijes-7162	59	109	;	;	PUNCT
aijes-7162	59	110	saras	saras	X
aijes-7162	59	111	,	,	PUNCT
aijes-7162	59	112	2024	2024	NUM
aijes-7162	59	113	;	;	PUNCT
aijes-7162	59	114	delavallade	delavallade	VERB
aijes-7162	59	115	et	et	PROPN
aijes-7162	59	116	al	al	PROPN
aijes-7162	59	117	.	.	PROPN
aijes-7162	59	118	,	,	PUNCT
aijes-7162	59	119	2024	2024	NUM
aijes-7162	59	120	mismatch	mismatch	NOUN
aijes-7162	59	121	between	between	ADP
aijes-7162	59	122	industry	industry	NOUN
aijes-7162	59	123	demand	demand	NOUN
aijes-7162	59	124	and	and	CCONJ
aijes-7162	59	125	workforce	workforce	NOUN
aijes-7162	59	126	skills	skill	NOUN
aijes-7162	59	127	ghaffarzadegan	ghaffarzadegan	VERB
aijes-7162	59	128	et	et	PROPN
aijes-7162	59	129	al	al	PROPN
aijes-7162	59	130	.	.	PROPN
aijes-7162	59	131	,	,	PUNCT
aijes-7162	59	132	2017	2017	NUM
aijes-7162	59	133	;	;	PUNCT
aijes-7162	59	134	smith	smith	PROPN
aijes-7162	59	135	&	&	CCONJ
aijes-7162	59	136	white	white	PROPN
aijes-7162	59	137	,	,	PUNCT
aijes-7162	59	138	2022	2022	NUM
aijes-7162	59	139	;	;	PUNCT
aijes-7162	59	140	biagi	biagi	PROPN
aijes-7162	59	141	&	&	CCONJ
aijes-7162	59	142	castaño	castaño	PROPN
aijes-7162	59	143	muñoz	muñoz	PROPN
aijes-7162	59	144	,	,	PUNCT
aijes-7162	59	145	2020	2020	NUM
aijes-7162	59	146	;	;	PUNCT
aijes-7162	59	147	kersanszki	kersanszki	NOUN
aijes-7162	59	148	&	&	CCONJ
aijes-7162	59	149	nadai	nadai	PROPN
aijes-7162	59	150	,	,	PUNCT
aijes-7162	59	151	2020	2020	NUM
aijes-7162	59	152	;	;	PUNCT
aijes-7162	59	153	pater	pater	PROPN
aijes-7162	59	154	et	et	PROPN
aijes-7162	59	155	al	al	PROPN
aijes-7162	59	156	.	.	PROPN
aijes-7162	59	157	,	,	PUNCT
aijes-7162	59	158	2022	2022	NUM
aijes-7162	59	159	;	;	PUNCT
aijes-7162	59	160	teshome	teshome	NOUN
aijes-7162	59	161	&	&	CCONJ
aijes-7162	59	162	oumer	oumer	PROPN
aijes-7162	59	163	,	,	PUNCT
aijes-7162	59	164	2024	2024	NUM
aijes-7162	59	165	;	;	PUNCT
aijes-7162	59	166	morris	morris	PROPN
aijes-7162	59	167	et	et	PROPN
aijes-7162	59	168	al	al	PROPN
aijes-7162	59	169	.	.	PROPN
aijes-7162	59	170	,	,	PUNCT
aijes-7162	59	171	2024	2024	NUM
aijes-7162	59	172	;	;	PUNCT
aijes-7162	59	173	delavallade	delavallade	VERB
aijes-7162	59	174	et	et	PROPN
aijes-7162	59	175	al	al	PROPN
aijes-7162	59	176	.	.	PROPN
aijes-7162	59	177	,	,	PUNCT
aijes-7162	59	178	2024	2024	NUM
aijes-7162	59	179	;	;	PUNCT
aijes-7162	59	180	ngo	ngo	PROPN
aijes-7162	59	181	et	et	PROPN
aijes-7162	59	182	al	al	PROPN
aijes-7162	59	183	.	.	PROPN
aijes-7162	59	184	,	,	PUNCT
aijes-7162	59	185	2025	2025	NUM
aijes-7162	59	186	;	;	PUNCT
aijes-7162	59	187	srivastava	srivastava	PROPN
aijes-7162	59	188	,	,	PUNCT
aijes-7162	59	189	2025	2025	NUM
aijes-7162	59	190	;	;	PUNCT
aijes-7162	59	191	tajudeen	tajudeen	NOUN
aijes-7162	59	192	et	et	NOUN
aijes-7162	59	193	al	al	PROPN
aijes-7162	59	194	.	.	PROPN
aijes-7162	59	195	,	,	PUNCT
aijes-7162	59	196	2025	2025	NUM
aijes-7162	59	197	;	;	PUNCT
aijes-7162	59	198	zhou	zhou	PROPN
aijes-7162	59	199	et	et	PROPN
aijes-7162	59	200	al	al	PROPN
aijes-7162	59	201	.	.	PROPN
aijes-7162	59	202	,	,	PUNCT
aijes-7162	59	203	2025	2025	NUM
aijes-7162	59	204	;	;	PUNCT
aijes-7162	59	205	gao	gao	PROPN
aijes-7162	59	206	,	,	PUNCT
aijes-7162	59	207	et	et	PROPN
aijes-7162	59	208	al	al	PROPN
aijes-7162	59	209	.	.	PROPN
aijes-7162	59	210	,	,	PUNCT
aijes-7162	59	211	2025	2025	NUM
aijes-7162	59	212	;	;	PUNCT
aijes-7162	59	213	rodríguez	rodríguez	VERB
aijes-7162	59	214	et	et	PROPN
aijes-7162	59	215	al	al	PROPN
aijes-7162	59	216	.	.	PROPN
aijes-7162	59	217	,	,	PUNCT
aijes-7162	59	218	2025	2025	NUM
aijes-7162	59	219	;	;	PUNCT
aijes-7162	59	220	wu	wu	PROPN
aijes-7162	59	221	&	&	CCONJ
aijes-7162	59	222	zhou	zhou	PROPN
aijes-7162	59	223	,	,	PUNCT
aijes-7162	59	224	2025	2025	NUM
aijes-7162	59	225	limited	limit	VERB
aijes-7162	59	226	stem	stem	NOUN
aijes-7162	59	227	awareness	awareness	NOUN
aijes-7162	59	228	and	and	CCONJ
aijes-7162	59	229	engagement	engagement	NOUN
aijes-7162	59	230	owens	owens	PROPN
aijes-7162	59	231	et	et	PROPN
aijes-7162	59	232	al	al	PROPN
aijes-7162	59	233	.	.	PROPN
aijes-7162	59	234	,	,	PUNCT
aijes-7162	59	235	2012	2012	NUM
aijes-7162	59	236	,	,	PUNCT
aijes-7162	59	237	hora	hora	PROPN
aijes-7162	59	238	et	et	PROPN
aijes-7162	59	239	al	al	PROPN
aijes-7162	59	240	.	.	PROPN
aijes-7162	59	241	,	,	PUNCT
aijes-7162	59	242	2016	2016	NUM
aijes-7162	59	243	;	;	PUNCT
aijes-7162	59	244	karimi	karimi	PROPN
aijes-7162	59	245	&	&	CCONJ
aijes-7162	59	246	pina	pina	PROPN
aijes-7162	59	247	,	,	PUNCT
aijes-7162	59	248	2021	2021	NUM
aijes-7162	59	249	;	;	PUNCT
aijes-7162	59	250	siregar	siregar	NOUN
aijes-7162	59	251	et	et	PROPN
aijes-7162	59	252	al	al	PROPN
aijes-7162	59	253	.	.	PROPN
aijes-7162	59	254	,	,	PUNCT
aijes-7162	59	255	2023	2023	NUM
aijes-7162	59	256	;	;	PUNCT
aijes-7162	59	257	hodgson	hodgson	PROPN
aijes-7162	59	258	et	et	PROPN
aijes-7162	59	259	al	al	PROPN
aijes-7162	59	260	.	.	PROPN
aijes-7162	59	261	,	,	PUNCT
aijes-7162	59	262	2024	2024	NUM
aijes-7162	59	263	,	,	PUNCT
aijes-7162	59	264	jiang	jiang	PROPN
aijes-7162	59	265	et	et	PROPN
aijes-7162	59	266	al	al	PROPN
aijes-7162	59	267	.	.	PROPN
aijes-7162	59	268	,	,	PUNCT
aijes-7162	59	269	2024	2024	NUM
aijes-7162	59	270	;	;	PUNCT
aijes-7162	59	271	ali	ali	PROPN
aijes-7162	59	272	&	&	CCONJ
aijes-7162	59	273	bangalore	bangalore	PROPN
aijes-7162	59	274	(	(	PUNCT
aijes-7162	59	275	2025	2025	NUM
aijes-7162	59	276	)	)	PUNCT
aijes-7162	59	277	gender	gender	NOUN
aijes-7162	59	278	disparities	disparity	NOUN
aijes-7162	59	279	in	in	ADP
aijes-7162	59	280	stem	stem	NOUN
aijes-7162	59	281	jimenez	jimenez	PROPN
aijes-7162	59	282	,	,	PUNCT
aijes-7162	59	283	santiago	santiago	PROPN
aijes-7162	59	284	,	,	PUNCT
aijes-7162	59	285	&	&	CCONJ
aijes-7162	59	286	couvertier	couvertier	PROPN
aijes-7162	59	287	,	,	PUNCT
aijes-7162	59	288	2024	2024	NUM
aijes-7162	59	289	;	;	PUNCT
aijes-7162	59	290	lucietto	lucietto	PROPN
aijes-7162	59	291	&	&	CCONJ
aijes-7162	59	292	peters	peters	PROPN
aijes-7162	59	293	,	,	PUNCT
aijes-7162	59	294	2024	2024	NUM
aijes-7162	59	295	;	;	PUNCT
aijes-7162	59	296	martínez	martínez	NOUN
aijes-7162	59	297	-	-	PUNCT
aijes-7162	59	298	gómez	gómez	NOUN
aijes-7162	59	299	et	et	PROPN
aijes-7162	59	300	al	al	PROPN
aijes-7162	59	301	.	.	PROPN
aijes-7162	59	302	,	,	PUNCT
aijes-7162	59	303	2024	2024	NUM
aijes-7162	59	304	;	;	PUNCT
aijes-7162	59	305	ruiz	ruiz	NOUN
aijes-7162	59	306	,	,	PUNCT
aijes-7162	59	307	ganuza	ganuza	NOUN
aijes-7162	59	308	,	,	PUNCT
aijes-7162	59	309	&	&	CCONJ
aijes-7162	59	310	garcía	garcía	ADJ
aijes-7162	59	311	,	,	PUNCT
aijes-7162	59	312	2024	2024	NUM
aijes-7162	59	313	;	;	PUNCT
aijes-7162	59	314	white	white	PROPN
aijes-7162	59	315	&	&	CCONJ
aijes-7162	59	316	smith	smith	PROPN
aijes-7162	59	317	,	,	PUNCT
aijes-7162	59	318	2024	2024	NUM
aijes-7162	59	319	;	;	PUNCT
aijes-7162	59	320	dolgikh	dolgikh	NOUN
aijes-7162	59	321	&	&	CCONJ
aijes-7162	59	322	potanin	potanin	PROPN
aijes-7162	59	323	,	,	PUNCT
aijes-7162	59	324	2025	2025	NUM
aijes-7162	59	325	;	;	PUNCT
aijes-7162	59	326	costa	costa	PROPN
aijes-7162	59	327	et	et	PROPN
aijes-7162	59	328	.	.	PUNCT
aijes-7162	60	1	al	al	PROPN
aijes-7162	60	2	,	,	PUNCT
aijes-7162	60	3	2024	2024	NUM
aijes-7162	60	4	;	;	PUNCT
aijes-7162	60	5	conderuiz	conderuiz	NOUN
aijes-7162	60	6	et	et	NOUN
aijes-7162	60	7	al	al	PROPN
aijes-7162	60	8	.	.	PROPN
aijes-7162	60	9	,	,	PUNCT
aijes-7162	60	10	2024	2024	NUM
aijes-7162	60	11	;	;	PUNCT
aijes-7162	60	12	burgos	burgos	PROPN
aijes-7162	60	13	-	-	PROPN
aijes-7162	60	14	lopez	lopez	PROPN
aijes-7162	60	15	et	et	PROPN
aijes-7162	60	16	al	al	PROPN
aijes-7162	60	17	.	.	PROPN
aijes-7162	60	18	,	,	PUNCT
aijes-7162	60	19	2024	2024	NUM
aijes-7162	60	20	;	;	PUNCT
aijes-7162	60	21	el	el	PROPN
aijes-7162	60	22	khawand	khawand	PROPN
aijes-7162	60	23	,	,	PUNCT
aijes-7162	60	24	2025	2025	NUM
aijes-7162	60	25	;	;	PUNCT
aijes-7162	60	26	moso	moso	NOUN
aijes-7162	60	27	-	-	PUNCT
aijes-7162	60	28	diez	diez	PROPN
aijes-7162	60	29	&	&	CCONJ
aijes-7162	60	30	mondaca	mondaca	PROPN
aijes-7162	60	31	-	-	PUNCT
aijes-7162	60	32	soto	soto	PROPN
aijes-7162	60	33	,	,	PUNCT
aijes-7162	60	34	2025	2025	NUM
aijes-7162	60	35	regional	regional	ADJ
aijes-7162	60	36	disparities	disparity	NOUN
aijes-7162	60	37	in	in	ADP
aijes-7162	60	38	stem	stem	NOUN
aijes-7162	60	39	gregory	gregory	NOUN
aijes-7162	60	40	,	,	PUNCT
aijes-7162	60	41	2015	2015	NUM
aijes-7162	60	42	;	;	PUNCT
aijes-7162	60	43	wright	wright	PROPN
aijes-7162	60	44	,	,	PUNCT
aijes-7162	60	45	ellis	ellis	PROPN
aijes-7162	60	46	,	,	PUNCT
aijes-7162	60	47	&	&	CCONJ
aijes-7162	60	48	townley	townley	PROPN
aijes-7162	60	49	,	,	PUNCT
aijes-7162	60	50	2017	2017	NUM
aijes-7162	60	51	;	;	PUNCT
aijes-7162	60	52	lópez‐bazo	lópez‐bazo	NOUN
aijes-7162	60	53	,	,	PUNCT
aijes-7162	60	54	monastiriotis	monastiriotis	NOUN
aijes-7162	60	55	,	,	PUNCT
aijes-7162	60	56	&	&	CCONJ
aijes-7162	60	57	motellón	motellón	NOUN
aijes-7162	60	58	,	,	PUNCT
aijes-7162	60	59	2017	2017	NUM
aijes-7162	60	60	;	;	PUNCT
aijes-7162	60	61	lysenko	lysenko	PROPN
aijes-7162	60	62	&	&	CCONJ
aijes-7162	60	63	wang	wang	PROPN
aijes-7162	60	64	,	,	PUNCT
aijes-7162	60	65	2020	2020	NUM
aijes-7162	60	66	source	source	NOUN
aijes-7162	60	67	:	:	PUNCT
aijes-7162	60	68	developed	develop	VERB
aijes-7162	60	69	by	by	ADP
aijes-7162	60	70	authors	author	NOUN
aijes-7162	60	71	.	.	PUNCT
aijes-7162	61	1	3	3	X
aijes-7162	61	2	.	.	X
aijes-7162	61	3	methodology	methodology	NOUN
aijes-7162	61	4	3.1	3.1	NUM
aijes-7162	61	5	research	research	NOUN
aijes-7162	61	6	materials	material	NOUN
aijes-7162	61	7	this	this	DET
aijes-7162	61	8	academic	academic	ADJ
aijes-7162	61	9	research	research	NOUN
aijes-7162	61	10	is	be	AUX
aijes-7162	61	11	based	base	VERB
aijes-7162	61	12	on	on	ADP
aijes-7162	61	13	transcripts	transcript	NOUN
aijes-7162	61	14	and	and	CCONJ
aijes-7162	61	15	qualitative	qualitative	ADJ
aijes-7162	61	16	data	datum	NOUN
aijes-7162	61	17	from	from	ADP
aijes-7162	61	18	the	the	DET
aijes-7162	61	19	2024	2024	NUM
aijes-7162	61	20	practical	practical	ADJ
aijes-7162	61	21	research	research	NOUN
aijes-7162	61	22	project"stem	project"stem	NOUN
aijes-7162	61	23	opportunities	opportunity	NOUN
aijes-7162	61	24	and	and	CCONJ
aijes-7162	61	25	challenges	challenge	NOUN
aijes-7162	61	26	in	in	ADP
aijes-7162	61	27	georgia	georgia	PROPN
aijes-7162	61	28	:	:	PUNCT
aijes-7162	61	29	analysis	analysis	NOUN
aijes-7162	61	30	of	of	ADP
aijes-7162	61	31	the	the	DET
aijes-7162	61	32	education	education	NOUN
aijes-7162	61	33	system	system	NOUN
aijes-7162	61	34	,	,	PUNCT
aijes-7162	61	35	labor	labor	NOUN
aijes-7162	61	36	market	market	NOUN
aijes-7162	61	37	,	,	PUNCT
aijes-7162	61	38	and	and	CCONJ
aijes-7162	61	39	legislative	legislative	ADJ
aijes-7162	61	40	framework	framework	NOUN
aijes-7162	61	41	"	"	PUNCT
aijes-7162	61	42	which	which	PRON
aijes-7162	61	43	examined	examine	VERB
aijes-7162	61	44	the	the	DET
aijes-7162	61	45	challenges	challenge	NOUN
aijes-7162	61	46	,	,	PUNCT
aijes-7162	61	47	needs	need	NOUN
aijes-7162	61	48	,	,	PUNCT
aijes-7162	61	49	and	and	CCONJ
aijes-7162	61	50	opportunities	opportunity	NOUN
aijes-7162	61	51	faced	face	VERB
aijes-7162	61	52	by	by	ADP
aijes-7162	61	53	employers	employer	NOUN
aijes-7162	61	54	in	in	ADP
aijes-7162	61	55	stem	stem	NOUN
aijes-7162	61	56	fields	field	NOUN
aijes-7162	61	57	within	within	ADP
aijes-7162	61	58	georgia	georgia	PROPN
aijes-7162	61	59	’s	’s	PART
aijes-7162	61	60	labor	labor	NOUN
aijes-7162	61	61	market	market	NOUN
aijes-7162	61	62	.	.	PUNCT
aijes-7162	62	1	the	the	DET
aijes-7162	62	2	transcripts	transcript	NOUN
aijes-7162	62	3	include	include	VERB
aijes-7162	62	4	interviews	interview	NOUN
aijes-7162	62	5	and	and	CCONJ
aijes-7162	62	6	focus	focus	VERB
aijes-7162	62	7	group	group	NOUN
aijes-7162	62	8	discussions	discussion	NOUN
aijes-7162	62	9	conducted	conduct	VERB
aijes-7162	62	10	as	as	ADP
aijes-7162	62	11	part	part	NOUN
aijes-7162	62	12	of	of	ADP
aijes-7162	62	13	the	the	DET
aijes-7162	62	14	mentioned	mention	VERB
aijes-7162	62	15	research	research	NOUN
aijes-7162	62	16	project	project	NOUN
aijes-7162	62	17	,	,	PUNCT
aijes-7162	62	18	providing	provide	VERB
aijes-7162	62	19	a	a	DET
aijes-7162	62	20	rich	rich	ADJ
aijes-7162	62	21	dataset	dataset	NOUN
aijes-7162	62	22	for	for	ADP
aijes-7162	62	23	analysis	analysis	NOUN
aijes-7162	62	24	.	.	PUNCT
aijes-7162	63	1	rather	rather	ADV
aijes-7162	63	2	than	than	ADP
aijes-7162	63	3	collecting	collect	VERB
aijes-7162	63	4	new	new	ADJ
aijes-7162	63	5	primary	primary	ADJ
aijes-7162	63	6	data	datum	NOUN
aijes-7162	63	7	,	,	PUNCT
aijes-7162	63	8	this	this	DET
aijes-7162	63	9	study	study	NOUN
aijes-7162	63	10	utilizes	utilize	VERB
aijes-7162	63	11	those	those	DET
aijes-7162	63	12	existing	exist	VERB
aijes-7162	63	13	transcripts	transcript	NOUN
aijes-7162	63	14	to	to	PART
aijes-7162	63	15	examine	examine	VERB
aijes-7162	63	16	key	key	ADJ
aijes-7162	63	17	labor	labor	NOUN
aijes-7162	63	18	market	market	NOUN
aijes-7162	63	19	trends	trend	NOUN
aijes-7162	63	20	,	,	PUNCT
aijes-7162	63	21	skill	skill	NOUN
aijes-7162	63	22	shortages	shortage	NOUN
aijes-7162	63	23	,	,	PUNCT
aijes-7162	63	24	and	and	CCONJ
aijes-7162	63	25	employer	employer	NOUN
aijes-7162	63	26	perspectives	perspective	NOUN
aijes-7162	63	27	in	in	ADP
aijes-7162	63	28	greater	great	ADJ
aijes-7162	63	29	depth	depth	NOUN
aijes-7162	63	30	.	.	PUNCT
aijes-7162	64	1	the	the	DET
aijes-7162	64	2	research	research	NOUN
aijes-7162	64	3	respondents	respondent	NOUN
aijes-7162	64	4	represent	represent	VERB
aijes-7162	64	5	major	major	ADJ
aijes-7162	64	6	sectors	sector	NOUN
aijes-7162	64	7	and	and	CCONJ
aijes-7162	64	8	organizations	organization	NOUN
aijes-7162	64	9	that	that	PRON
aijes-7162	64	10	employ	employ	VERB
aijes-7162	64	11	stem	stem	NOUN
aijes-7162	64	12	professionals	professional	NOUN
aijes-7162	64	13	,	,	PUNCT
aijes-7162	64	14	ensuring	ensure	VERB
aijes-7162	64	15	a	a	DET
aijes-7162	64	16	comprehensive	comprehensive	ADJ
aijes-7162	64	17	understanding	understanding	NOUN
aijes-7162	64	18	of	of	ADP
aijes-7162	64	19	workforce	workforce	NOUN
aijes-7162	64	20	challenges	challenge	NOUN
aijes-7162	64	21	and	and	CCONJ
aijes-7162	64	22	opportunities	opportunity	NOUN
aijes-7162	64	23	.	.	PUNCT
aijes-7162	65	1	stem	stem	NOUN
aijes-7162	65	2	professionals	professional	NOUN
aijes-7162	65	3	in	in	ADP
aijes-7162	65	4	this	this	DET
aijes-7162	65	5	research	research	NOUN
aijes-7162	65	6	are	be	AUX
aijes-7162	65	7	defined	define	VERB
aijes-7162	65	8	based	base	VERB
aijes-7162	65	9	on	on	ADP
aijes-7162	65	10	the	the	DET
aijes-7162	65	11	ilo	ilo	PROPN
aijes-7162	65	12	2024	2024	NUM
aijes-7162	65	13	classification	classification	NOUN
aijes-7162	65	14	,	,	PUNCT
aijes-7162	65	15	which	which	PRON
aijes-7162	65	16	categorizes	categorize	VERB
aijes-7162	65	17	occupations	occupation	NOUN
aijes-7162	65	18	relevant	relevant	ADJ
aijes-7162	65	19	to	to	ADP
aijes-7162	65	20	science	science	NOUN
aijes-7162	65	21	,	,	PUNCT
aijes-7162	65	22	technology	technology	NOUN
aijes-7162	65	23	,	,	PUNCT
aijes-7162	65	24	engineering	engineering	NOUN
aijes-7162	65	25	,	,	PUNCT
aijes-7162	65	26	and	and	CCONJ
aijes-7162	65	27	mathematics	mathematic	NOUN
aijes-7162	65	28	.	.	PUNCT
aijes-7162	66	1	according	accord	VERB
aijes-7162	66	2	to	to	ADP
aijes-7162	66	3	this	this	DET
aijes-7162	66	4	classification	classification	NOUN
aijes-7162	66	5	,	,	PUNCT
aijes-7162	66	6	stem	stem	NOUN
aijes-7162	66	7	professions	profession	NOUN
aijes-7162	66	8	include	include	VERB
aijes-7162	66	9	engineering	engineering	NOUN
aijes-7162	66	10	and	and	CCONJ
aijes-7162	66	11	science	science	NOUN
aijes-7162	66	12	specialists	specialist	NOUN
aijes-7162	66	13	(	(	PUNCT
aijes-7162	66	14	isco-08	isco-08	PROPN
aijes-7162	66	15	:	:	PUNCT
aijes-7162	66	16	21	21	NUM
aijes-7162	66	17	,	,	PUNCT
aijes-7162	66	18	31	31	NUM
aijes-7162	66	19	)	)	PUNCT
aijes-7162	66	20	,	,	PUNCT
aijes-7162	66	21	it	it	PRON
aijes-7162	66	22	professionals	professional	NOUN
aijes-7162	66	23	(	(	PUNCT
aijes-7162	66	24	isco-08	isco-08	NOUN
aijes-7162	66	25	:	:	PUNCT
aijes-7162	66	26	25	25	NUM
aijes-7162	66	27	,	,	PUNCT
aijes-7162	66	28	35	35	NUM
aijes-7162	66	29	)	)	PUNCT
aijes-7162	66	30	,	,	PUNCT
aijes-7162	66	31	and	and	CCONJ
aijes-7162	66	32	healthcare	healthcare	NOUN
aijes-7162	66	33	specialists	specialist	NOUN
aijes-7162	66	34	(	(	PUNCT
aijes-7162	66	35	isco-08	isco-08	NOUN
aijes-7162	66	36	:	:	PUNCT
aijes-7162	66	37	22	22	NUM
aijes-7162	66	38	,	,	PUNCT
aijes-7162	66	39	32	32	NUM
aijes-7162	66	40	)	)	PUNCT
aijes-7162	66	41	involved	involve	VERB
aijes-7162	66	42	in	in	ADP
aijes-7162	66	43	scientific	scientific	ADJ
aijes-7162	66	44	and	and	CCONJ
aijes-7162	66	45	technological	technological	ADJ
aijes-7162	66	46	work	work	NOUN
aijes-7162	66	47	.	.	PUNCT
aijes-7162	67	1	additionally	additionally	ADV
aijes-7162	67	2	,	,	PUNCT
aijes-7162	67	3	business	business	NOUN
aijes-7162	67	4	and	and	CCONJ
aijes-7162	67	5	administrative	administrative	ADJ
aijes-7162	67	6	roles	role	NOUN
aijes-7162	67	7	(	(	PUNCT
aijes-7162	67	8	isco-08	isco-08	NOUN
aijes-7162	67	9	:	:	PUNCT
aijes-7162	67	10	12	12	NUM
aijes-7162	67	11	,	,	PUNCT
aijes-7162	67	12	13	13	NUM
aijes-7162	67	13	,	,	PUNCT
aijes-7162	67	14	24	24	NUM
aijes-7162	67	15	)	)	PUNCT
aijes-7162	67	16	are	be	AUX
aijes-7162	67	17	included	include	VERB
aijes-7162	67	18	only	only	ADV
aijes-7162	67	19	when	when	SCONJ
aijes-7162	67	20	employees	employee	NOUN
aijes-7162	67	21	work	work	VERB
aijes-7162	67	22	in	in	ADP
aijes-7162	67	23	specific	specific	ADJ
aijes-7162	67	24	industries	industry	NOUN
aijes-7162	67	25	.	.	PUNCT
aijes-7162	68	1	isco-08	isco-08	NOUN
aijes-7162	68	2	:	:	PUNCT
aijes-7162	68	3	12	12	NUM
aijes-7162	68	4	(	(	PUNCT
aijes-7162	68	5	administrative	administrative	ADJ
aijes-7162	68	6	and	and	CCONJ
aijes-7162	68	7	commercial	commercial	ADJ
aijes-7162	68	8	managers	manager	NOUN
aijes-7162	68	9	)	)	PUNCT
aijes-7162	68	10	is	be	AUX
aijes-7162	68	11	considered	consider	VERB
aijes-7162	68	12	stem	stem	NOUN
aijes-7162	68	13	if	if	SCONJ
aijes-7162	68	14	employed	employ	VERB
aijes-7162	68	15	in	in	ADP
aijes-7162	68	16	nace	nace	ADJ
aijes-7162	68	17	72	72	NUM
aijes-7162	68	18	(	(	PUNCT
aijes-7162	68	19	scientific	scientific	ADJ
aijes-7162	68	20	research	research	NOUN
aijes-7162	68	21	and	and	CCONJ
aijes-7162	68	22	development	development	NOUN
aijes-7162	68	23	)	)	PUNCT
aijes-7162	68	24	.	.	PUNCT
aijes-7162	69	1	isco-08	isco-08	NOUN
aijes-7162	69	2	:	:	PUNCT
aijes-7162	69	3	13	13	NUM
aijes-7162	69	4	(	(	PUNCT
aijes-7162	69	5	production	production	NOUN
aijes-7162	69	6	and	and	CCONJ
aijes-7162	69	7	specialized	specialized	ADJ
aijes-7162	69	8	services	service	NOUN
aijes-7162	69	9	managers	manager	NOUN
aijes-7162	69	10	)	)	PUNCT
aijes-7162	69	11	qualifies	qualify	VERB
aijes-7162	69	12	if	if	SCONJ
aijes-7162	69	13	employed	employ	VERB
aijes-7162	69	14	in	in	ADP
aijes-7162	69	15	nace	nace	ADJ
aijes-7162	69	16	62	62	NUM
aijes-7162	69	17	(	(	PUNCT
aijes-7162	69	18	computer	computer	NOUN
aijes-7162	69	19	programming	programming	NOUN
aijes-7162	69	20	,	,	PUNCT
aijes-7162	69	21	consultancy	consultancy	NOUN
aijes-7162	69	22	,	,	PUNCT
aijes-7162	69	23	and	and	CCONJ
aijes-7162	69	24	related	related	ADJ
aijes-7162	69	25	activities	activity	NOUN
aijes-7162	69	26	)	)	PUNCT
aijes-7162	69	27	.	.	PUNCT
aijes-7162	70	1	isco-08	isco-08	NOUN
aijes-7162	70	2	:	:	PUNCT
aijes-7162	70	3	24	24	NUM
aijes-7162	70	4	(	(	PUNCT
aijes-7162	70	5	business	business	NOUN
aijes-7162	70	6	and	and	CCONJ
aijes-7162	70	7	319	319	NUM
aijes-7162	70	8	administration	administration	NOUN
aijes-7162	70	9	professionals	professional	NOUN
aijes-7162	70	10	)	)	PUNCT
aijes-7162	70	11	is	be	AUX
aijes-7162	70	12	included	include	VERB
aijes-7162	70	13	if	if	SCONJ
aijes-7162	70	14	working	work	VERB
aijes-7162	70	15	in	in	ADP
aijes-7162	70	16	nace	nace	ADJ
aijes-7162	70	17	62	62	NUM
aijes-7162	70	18	,	,	PUNCT
aijes-7162	70	19	63	63	NUM
aijes-7162	70	20	(	(	PUNCT
aijes-7162	70	21	information	information	NOUN
aijes-7162	70	22	service	service	NOUN
aijes-7162	70	23	activities	activity	NOUN
aijes-7162	70	24	)	)	PUNCT
aijes-7162	70	25	,	,	PUNCT
aijes-7162	70	26	or	or	CCONJ
aijes-7162	70	27	72	72	NUM
aijes-7162	70	28	.	.	PUNCT
aijes-7162	71	1	in	in	ADP
aijes-7162	71	2	total	total	ADJ
aijes-7162	71	3	,	,	PUNCT
aijes-7162	71	4	transcripts	transcript	NOUN
aijes-7162	71	5	are	be	AUX
aijes-7162	71	6	available	available	ADJ
aijes-7162	71	7	for	for	ADP
aijes-7162	71	8	thirteen	thirteen	NUM
aijes-7162	71	9	in	in	ADP
aijes-7162	71	10	-	-	PUNCT
aijes-7162	71	11	depth	depth	NOUN
aijes-7162	71	12	interviews	interview	NOUN
aijes-7162	71	13	and	and	CCONJ
aijes-7162	71	14	six	six	NUM
aijes-7162	71	15	focus	focus	NOUN
aijes-7162	71	16	group	group	NOUN
aijes-7162	71	17	discussions	discussion	NOUN
aijes-7162	71	18	,	,	PUNCT
aijes-7162	71	19	involving	involve	VERB
aijes-7162	71	20	43	43	NUM
aijes-7162	71	21	participants	participant	NOUN
aijes-7162	71	22	.	.	PUNCT
aijes-7162	72	1	these	these	DET
aijes-7162	72	2	transcripts	transcript	NOUN
aijes-7162	72	3	form	form	VERB
aijes-7162	72	4	the	the	DET
aijes-7162	72	5	foundation	foundation	NOUN
aijes-7162	72	6	of	of	ADP
aijes-7162	72	7	this	this	DET
aijes-7162	72	8	study	study	NOUN
aijes-7162	72	9	,	,	PUNCT
aijes-7162	72	10	allowing	allow	VERB
aijes-7162	72	11	for	for	ADP
aijes-7162	72	12	an	an	DET
aijes-7162	72	13	in	in	ADP
aijes-7162	72	14	-	-	PUNCT
aijes-7162	72	15	depth	depth	NOUN
aijes-7162	72	16	examination	examination	NOUN
aijes-7162	72	17	of	of	ADP
aijes-7162	72	18	employer	employer	NOUN
aijes-7162	72	19	challenges	challenge	NOUN
aijes-7162	72	20	and	and	CCONJ
aijes-7162	72	21	expectations	expectation	NOUN
aijes-7162	72	22	.	.	PUNCT
aijes-7162	73	1	the	the	DET
aijes-7162	73	2	list	list	NOUN
aijes-7162	73	3	of	of	ADP
aijes-7162	73	4	respondents	respondent	NOUN
aijes-7162	73	5	is	be	AUX
aijes-7162	73	6	displayed	display	VERB
aijes-7162	73	7	in	in	ADP
aijes-7162	73	8	table	table	NOUN
aijes-7162	73	9	2	2	NUM
aijes-7162	73	10	.	.	PUNCT
aijes-7162	73	11	table	table	NOUN
aijes-7162	73	12	2	2	NUM
aijes-7162	73	13	.	.	X
aijes-7162	73	14	overview	overview	NOUN
aijes-7162	73	15	of	of	ADP
aijes-7162	73	16	interview	interview	NOUN
aijes-7162	73	17	and	and	CCONJ
aijes-7162	73	18	focus	focus	NOUN
aijes-7162	73	19	group	group	NOUN
aijes-7162	73	20	participants	participant	NOUN
aijes-7162	73	21	in	in	ADP
aijes-7162	73	22	-	-	PUNCT
aijes-7162	73	23	depth	depth	NOUN
aijes-7162	73	24	interview	interview	NOUN
aijes-7162	73	25	focus	focus	NOUN
aijes-7162	73	26	group	group	NOUN
aijes-7162	73	27	discussion	discussion	NOUN
aijes-7162	73	28	research	research	NOUN
aijes-7162	73	29	institutes	institutes	PROPN
aijes-7162	73	30			PROPN
aijes-7162	73	31	r.	r.	PROPN
aijes-7162	73	32	agladze	agladze	PROPN
aijes-7162	73	33	institute	institute	PROPN
aijes-7162	73	34	of	of	ADP
aijes-7162	73	35	inorganic	inorganic	ADJ
aijes-7162	73	36	chemistry	chemistry	NOUN
aijes-7162	73	37	and	and	CCONJ
aijes-7162	73	38	electrochemistry	electrochemistry	NOUN
aijes-7162	73	39			PROPN
aijes-7162	73	40	ilia	ilia	PROPN
aijes-7162	73	41	vekua	vekua	PROPN
aijes-7162	73	42	sukhumi	sukhumi	PROPN
aijes-7162	73	43	institute	institute	PROPN
aijes-7162	73	44	of	of	ADP
aijes-7162	73	45	physics	physics	PROPN
aijes-7162	73	46	and	and	CCONJ
aijes-7162	73	47	technology	technology	PROPN
aijes-7162	73	48			PROPN
aijes-7162	73	49	institute	institute	PROPN
aijes-7162	73	50	of	of	ADP
aijes-7162	73	51	earth	earth	PROPN
aijes-7162	73	52	sciences	sciences	PROPN
aijes-7162	73	53	and	and	CCONJ
aijes-7162	73	54	national	national	ADJ
aijes-7162	73	55	seismic	seismic	ADJ
aijes-7162	73	56	monitoring	monitoring	NOUN
aijes-7162	73	57	center	center	PROPN
aijes-7162	73	58			PROPN
aijes-7162	74	1	g.	g.	PROPN
aijes-7162	74	2	eliava	eliava	PROPN
aijes-7162	74	3	institute	institute	PROPN
aijes-7162	74	4	of	of	ADP
aijes-7162	74	5	bacteriophages	bacteriophage	NOUN
aijes-7162	74	6	,	,	PUNCT
aijes-7162	74	7	microbiology	microbiology	NOUN
aijes-7162	74	8	,	,	PUNCT
aijes-7162	74	9	and	and	CCONJ
aijes-7162	74	10	virology	virology	NOUN
aijes-7162	74	11			NOUN
aijes-7162	74	12	a.	a.	NOUN
aijes-7162	74	13	razmadze	razmadze	PROPN
aijes-7162	74	14	mathematical	mathematical	PROPN
aijes-7162	74	15	institute	institute	PROPN
aijes-7162	74	16	government	government	PROPN
aijes-7162	74	17	&	&	CCONJ
aijes-7162	74	18	innovation	innovation	PROPN
aijes-7162	74	19	agencies	agency	NOUN
aijes-7162	74	20			PROPN
aijes-7162	74	21	agency	agency	PROPN
aijes-7162	74	22	"	"	PUNCT
aijes-7162	74	23	produce	produce	VERB
aijes-7162	74	24	in	in	ADP
aijes-7162	74	25	georgia	georgia	PROPN
aijes-7162	74	26	"	"	PUNCT
aijes-7162	74	27			PROPN
aijes-7162	74	28	georgia	georgia	PROPN
aijes-7162	74	29	’s	’s	PART
aijes-7162	74	30	innovation	innovation	NOUN
aijes-7162	74	31	and	and	CCONJ
aijes-7162	74	32	technology	technology	NOUN
aijes-7162	74	33	agency	agency	NOUN
aijes-7162	74	34	industry	industry	NOUN
aijes-7162	74	35	associations	associations	PROPN
aijes-7162	74	36	&	&	CCONJ
aijes-7162	74	37	ngos	ngos	PROPN
aijes-7162	74	38			PART
aijes-7162	75	1	ict	ict	PROPN
aijes-7162	75	2	association	association	PROPN
aijes-7162	75	3	of	of	ADP
aijes-7162	75	4	georgia	georgia	PROPN
aijes-7162	75	5			PART
aijes-7162	75	6	georgian	georgian	PROPN
aijes-7162	75	7	association	association	PROPN
aijes-7162	75	8	of	of	ADP
aijes-7162	75	9	artificial	artificial	ADJ
aijes-7162	75	10	intelligence	intelligence	NOUN
aijes-7162	75	11			X
aijes-7162	75	12	georgian	georgian	PROPN
aijes-7162	75	13	renewable	renewable	ADJ
aijes-7162	75	14	energy	energy	NOUN
aijes-7162	75	15	development	development	PROPN
aijes-7162	75	16	association	association	PROPN
aijes-7162	75	17			PART
aijes-7162	75	18	georgian	georgian	PROPN
aijes-7162	75	19	farmers	farmer	NOUN
aijes-7162	75	20	'	'	PART
aijes-7162	75	21	association	association	PROPN
aijes-7162	75	22			PART
aijes-7162	75	23	n(n)le	n(n)le	PUNCT
aijes-7162	75	24	"	"	PUNCT
aijes-7162	75	25	healthcare	healthcare	PROPN
aijes-7162	75	26	association	association	PROPN
aijes-7162	75	27	"	"	PUNCT
aijes-7162	75	28			PART
aijes-7162	75	29	strategeast	strategeast	NOUN
aijes-7162	75	30			NOUN
aijes-7162	75	31	managers	manager	NOUN
aijes-7162	75	32	of	of	ADP
aijes-7162	75	33	clinics	clinic	NOUN
aijes-7162	75	34	and	and	CCONJ
aijes-7162	75	35	hospitals	hospital	NOUN
aijes-7162	75	36			PART
aijes-7162	75	37	representatives	representative	NOUN
aijes-7162	75	38	of	of	ADP
aijes-7162	75	39	sectoral	sectoral	ADJ
aijes-7162	75	40	skills	skill	NOUN
aijes-7162	75	41	organizations	organization	NOUN
aijes-7162	75	42			PART
aijes-7162	75	43	board	board	NOUN
aijes-7162	75	44	members	member	NOUN
aijes-7162	75	45	of	of	ADP
aijes-7162	75	46	the	the	DET
aijes-7162	75	47	georgian	georgian	PROPN
aijes-7162	75	48	laboratory	laboratory	PROPN
aijes-7162	75	49	association	association	PROPN
aijes-7162	75	50			PART
aijes-7162	75	51	representatives	representative	NOUN
aijes-7162	75	52	of	of	ADP
aijes-7162	75	53	ict	ict	PROPN
aijes-7162	75	54	companies	company	NOUN
aijes-7162	75	55			PART
aijes-7162	75	56	managers	manager	NOUN
aijes-7162	75	57	of	of	ADP
aijes-7162	75	58	energy	energy	NOUN
aijes-7162	75	59	sector	sector	NOUN
aijes-7162	75	60	companies	company	NOUN
aijes-7162	75	61			PART
aijes-7162	75	62	representatives	representative	NOUN
aijes-7162	75	63	of	of	ADP
aijes-7162	75	64	technology	technology	NOUN
aijes-7162	75	65	startup	startup	NOUN
aijes-7162	75	66	companies	company	NOUN
aijes-7162	75	67	source	source	NOUN
aijes-7162	75	68	:	:	PUNCT
aijes-7162	75	69	developed	develop	VERB
aijes-7162	75	70	by	by	ADP
aijes-7162	75	71	authors	author	NOUN
aijes-7162	75	72	.	.	PUNCT
aijes-7162	76	1	3.2	3.2	NUM
aijes-7162	76	2	data	datum	NOUN
aijes-7162	76	3	analysis	analysis	NOUN
aijes-7162	76	4	process	process	NOUN
aijes-7162	76	5	the	the	DET
aijes-7162	76	6	qualitative	qualitative	ADJ
aijes-7162	76	7	data	data	NOUN
aijes-7162	76	8	analysis	analysis	NOUN
aijes-7162	76	9	in	in	ADP
aijes-7162	76	10	this	this	DET
aijes-7162	76	11	study	study	NOUN
aijes-7162	76	12	was	be	AUX
aijes-7162	76	13	used	use	VERB
aijes-7162	76	14	to	to	PART
aijes-7162	76	15	identify	identify	VERB
aijes-7162	76	16	the	the	DET
aijes-7162	76	17	importance	importance	NOUN
aijes-7162	76	18	and	and	CCONJ
aijes-7162	76	19	context	context	NOUN
aijes-7162	76	20	of	of	ADP
aijes-7162	76	21	key	key	ADJ
aijes-7162	76	22	challenges	challenge	NOUN
aijes-7162	76	23	based	base	VERB
aijes-7162	76	24	on	on	ADP
aijes-7162	76	25	findings	finding	NOUN
aijes-7162	76	26	from	from	ADP
aijes-7162	76	27	the	the	DET
aijes-7162	76	28	literature	literature	PROPN
aijes-7162	76	29	review	review	PROPN
aijes-7162	76	30	.	.	PUNCT
aijes-7162	77	1	the	the	DET
aijes-7162	77	2	predefined	predefine	VERB
aijes-7162	77	3	challenge	challenge	NOUN
aijes-7162	77	4	categories	category	NOUN
aijes-7162	77	5	were	be	AUX
aijes-7162	77	6	collected	collect	VERB
aijes-7162	77	7	based	base	VERB
aijes-7162	77	8	on	on	ADP
aijes-7162	77	9	academic	academic	ADJ
aijes-7162	77	10	literature	literature	NOUN
aijes-7162	77	11	review	review	NOUN
aijes-7162	77	12	and	and	CCONJ
aijes-7162	77	13	included	include	VERB
aijes-7162	77	14	following	follow	VERB
aijes-7162	77	15	factors	factor	NOUN
aijes-7162	77	16	:	:	PUNCT
aijes-7162	77	17	talent	talent	NOUN
aijes-7162	77	18	drain	drain	NOUN
aijes-7162	77	19	,	,	PUNCT
aijes-7162	77	20	low	low	ADJ
aijes-7162	77	21	salaries	salary	NOUN
aijes-7162	77	22	and	and	CCONJ
aijes-7162	77	23	limited	limited	ADJ
aijes-7162	77	24	career	career	NOUN
aijes-7162	77	25	growth	growth	NOUN
aijes-7162	77	26	,	,	PUNCT
aijes-7162	77	27	mismatch	mismatch	NOUN
aijes-7162	77	28	between	between	ADP
aijes-7162	77	29	industry	industry	NOUN
aijes-7162	77	30	demand	demand	NOUN
aijes-7162	77	31	and	and	CCONJ
aijes-7162	77	32	workforce	workforce	NOUN
aijes-7162	77	33	skills	skill	NOUN
aijes-7162	77	34	,	,	PUNCT
aijes-7162	77	35	limited	limited	ADJ
aijes-7162	77	36	stem	stem	NOUN
aijes-7162	77	37	awareness	awareness	NOUN
aijes-7162	77	38	and	and	CCONJ
aijes-7162	77	39	engagement	engagement	NOUN
aijes-7162	77	40	,	,	PUNCT
aijes-7162	77	41	gender	gender	NOUN
aijes-7162	77	42	disparities	disparity	NOUN
aijes-7162	77	43	in	in	ADP
aijes-7162	77	44	stem	stem	NOUN
aijes-7162	77	45	,	,	PUNCT
aijes-7162	77	46	and	and	CCONJ
aijes-7162	77	47	regional	regional	ADJ
aijes-7162	77	48	disparities	disparity	NOUN
aijes-7162	77	49	in	in	ADP
aijes-7162	77	50	stem	stem	NOUN
aijes-7162	77	51	(	(	PUNCT
aijes-7162	77	52	see	see	VERB
aijes-7162	77	53	the	the	DET
aijes-7162	77	54	table	table	NOUN
aijes-7162	77	55	1	1	NUM
aijes-7162	77	56	in	in	ADP
aijes-7162	77	57	previous	previous	ADJ
aijes-7162	77	58	chapter	chapter	NOUN
aijes-7162	77	59	)	)	PUNCT
aijes-7162	77	60	.	.	PUNCT
aijes-7162	78	1	to	to	PART
aijes-7162	78	2	systematically	systematically	ADV
aijes-7162	78	3	analyze	analyze	VERB
aijes-7162	78	4	the	the	DET
aijes-7162	78	5	transcripts	transcript	NOUN
aijes-7162	78	6	,	,	PUNCT
aijes-7162	78	7	we	we	PRON
aijes-7162	78	8	applied	apply	VERB
aijes-7162	78	9	a	a	DET
aijes-7162	78	10	structured	structured	ADJ
aijes-7162	78	11	classification	classification	NOUN
aijes-7162	78	12	approach	approach	NOUN
aijes-7162	78	13	using	use	VERB
aijes-7162	78	14	ai	ai	NOUN
aijes-7162	78	15	-	-	PUNCT
aijes-7162	78	16	assisted	assist	VERB
aijes-7162	78	17	content	content	NOUN
aijes-7162	78	18	analysis	analysis	NOUN
aijes-7162	78	19	.	.	PUNCT
aijes-7162	79	1	each	each	DET
aijes-7162	79	2	transcript	transcript	NOUN
aijes-7162	79	3	was	be	AUX
aijes-7162	79	4	assessed	assess	VERB
aijes-7162	79	5	based	base	VERB
aijes-7162	79	6	on	on	ADP
aijes-7162	79	7	how	how	SCONJ
aijes-7162	79	8	prominently	prominently	ADV
aijes-7162	79	9	each	each	DET
aijes-7162	79	10	challenge	challenge	NOUN
aijes-7162	79	11	was	be	AUX
aijes-7162	79	12	discussed	discuss	VERB
aijes-7162	79	13	and	and	CCONJ
aijes-7162	79	14	the	the	DET
aijes-7162	79	15	sentiment	sentiment	NOUN
aijes-7162	79	16	expressed	express	VERB
aijes-7162	79	17	by	by	ADP
aijes-7162	79	18	the	the	DET
aijes-7162	79	19	respondents	respondent	NOUN
aijes-7162	79	20	.	.	PUNCT
aijes-7162	80	1	the	the	DET
aijes-7162	80	2	classification	classification	NOUN
aijes-7162	80	3	system	system	NOUN
aijes-7162	80	4	used	use	VERB
aijes-7162	80	5	four	four	NUM
aijes-7162	80	6	categories	category	NOUN
aijes-7162	80	7	:	:	PUNCT
aijes-7162	80	8	important	important	ADJ
aijes-7162	80	9	(	(	PUNCT
aijes-7162	80	10	discussed	discuss	VERB
aijes-7162	80	11	in	in	ADP
aijes-7162	80	12	-	-	PUNCT
aijes-7162	80	13	depth	depth	NOUN
aijes-7162	80	14	with	with	ADP
aijes-7162	80	15	strong	strong	ADJ
aijes-7162	80	16	negative	negative	ADJ
aijes-7162	80	17	sentiment	sentiment	NOUN
aijes-7162	80	18	)	)	PUNCT
aijes-7162	80	19	,	,	PUNCT
aijes-7162	80	20	somewhat	somewhat	ADV
aijes-7162	80	21	important	important	ADJ
aijes-7162	80	22	(	(	PUNCT
aijes-7162	80	23	mentioned	mention	VERB
aijes-7162	80	24	but	but	CCONJ
aijes-7162	80	25	without	without	ADP
aijes-7162	80	26	strong	strong	ADJ
aijes-7162	80	27	emphasis	emphasis	NOUN
aijes-7162	80	28	)	)	PUNCT
aijes-7162	80	29	,	,	PUNCT
aijes-7162	80	30	not	not	PART
aijes-7162	80	31	important	important	ADJ
aijes-7162	80	32	(	(	PUNCT
aijes-7162	80	33	rarely	rarely	ADV
aijes-7162	80	34	mentioned	mention	VERB
aijes-7162	80	35	or	or	CCONJ
aijes-7162	80	36	explicitly	explicitly	ADV
aijes-7162	80	37	dismissed	dismiss	VERB
aijes-7162	80	38	)	)	PUNCT
aijes-7162	80	39	,	,	PUNCT
aijes-7162	80	40	and	and	CCONJ
aijes-7162	80	41	not	not	PART
aijes-7162	80	42	mentioned	mention	VERB
aijes-7162	80	43	(	(	PUNCT
aijes-7162	80	44	not	not	PART
aijes-7162	80	45	referenced	reference	VERB
aijes-7162	80	46	at	at	ADV
aijes-7162	80	47	all	all	ADV
aijes-7162	80	48	)	)	PUNCT
aijes-7162	80	49	.	.	PUNCT
aijes-7162	81	1	the	the	DET
aijes-7162	81	2	analysis	analysis	NOUN
aijes-7162	81	3	was	be	AUX
aijes-7162	81	4	conducted	conduct	VERB
aijes-7162	81	5	in	in	ADP
aijes-7162	81	6	several	several	ADJ
aijes-7162	81	7	steps	step	NOUN
aijes-7162	81	8	.	.	PUNCT
aijes-7162	82	1	first	first	ADV
aijes-7162	82	2	,	,	PUNCT
aijes-7162	82	3	ai	ai	VERB
aijes-7162	82	4	tools	tool	NOUN
aijes-7162	82	5	(	(	PUNCT
aijes-7162	82	6	chatgpt-4o	chatgpt-4o	ADV
aijes-7162	82	7	)	)	PUNCT
aijes-7162	82	8	processed	process	VERB
aijes-7162	82	9	the	the	DET
aijes-7162	82	10	transcripts	transcript	NOUN
aijes-7162	82	11	,	,	PUNCT
aijes-7162	82	12	categorized	categorize	VERB
aijes-7162	82	13	discussions	discussion	NOUN
aijes-7162	82	14	,	,	PUNCT
aijes-7162	82	15	and	and	CCONJ
aijes-7162	82	16	assessed	assessed	ADJ
aijes-7162	82	17	sentiment	sentiment	NOUN
aijes-7162	82	18	based	base	VERB
aijes-7162	82	19	on	on	ADP
aijes-7162	82	20	the	the	DET
aijes-7162	82	21	predefined	predefine	VERB
aijes-7162	82	22	classification	classification	NOUN
aijes-7162	82	23	criteria	criterion	NOUN
aijes-7162	82	24	.	.	PUNCT
aijes-7162	83	1	after	after	ADP
aijes-7162	83	2	this	this	DET
aijes-7162	83	3	initial	initial	ADJ
aijes-7162	83	4	analysis	analysis	NOUN
aijes-7162	83	5	,	,	PUNCT
aijes-7162	83	6	we	we	PRON
aijes-7162	83	7	reviewed	review	VERB
aijes-7162	83	8	the	the	DET
aijes-7162	83	9	results	result	NOUN
aijes-7162	83	10	and	and	CCONJ
aijes-7162	83	11	calculated	calculate	VERB
aijes-7162	83	12	combined	combined	ADJ
aijes-7162	83	13	values	value	NOUN
aijes-7162	83	14	for	for	ADP
aijes-7162	83	15	each	each	DET
aijes-7162	83	16	sector	sector	NOUN
aijes-7162	83	17	by	by	ADP
aijes-7162	83	18	determining	determine	VERB
aijes-7162	83	19	the	the	DET
aijes-7162	83	20	median	median	ADJ
aijes-7162	83	21	value	value	NOUN
aijes-7162	83	22	of	of	ADP
aijes-7162	83	23	the	the	DET
aijes-7162	83	24	transcript	transcript	NOUN
aijes-7162	83	25	analysis	analysis	NOUN
aijes-7162	83	26	for	for	ADP
aijes-7162	83	27	each	each	DET
aijes-7162	83	28	respondent	respondent	NOUN
aijes-7162	83	29	within	within	ADP
aijes-7162	83	30	that	that	DET
aijes-7162	83	31	sector	sector	NOUN
aijes-7162	83	32	.	.	PUNCT
aijes-7162	84	1	if	if	SCONJ
aijes-7162	84	2	the	the	DET
aijes-7162	84	3	responses	response	NOUN
aijes-7162	84	4	were	be	AUX
aijes-7162	84	5	tied	tie	VERB
aijes-7162	84	6	or	or	CCONJ
aijes-7162	84	7	varied	varied	ADJ
aijes-7162	84	8	significantly	significantly	ADV
aijes-7162	84	9	,	,	PUNCT
aijes-7162	84	10	human	human	ADJ
aijes-7162	84	11	intervention	intervention	NOUN
aijes-7162	84	12	was	be	AUX
aijes-7162	84	13	used	use	VERB
aijes-7162	84	14	to	to	PART
aijes-7162	84	15	determine	determine	VERB
aijes-7162	84	16	the	the	DET
aijes-7162	84	17	final	final	ADJ
aijes-7162	84	18	category	category	NOUN
aijes-7162	84	19	based	base	VERB
aijes-7162	84	20	on	on	ADP
aijes-7162	84	21	contextual	contextual	ADJ
aijes-7162	84	22	interpretation	interpretation	NOUN
aijes-7162	84	23	and	and	CCONJ
aijes-7162	84	24	industry	industry	NOUN
aijes-7162	84	25	-	-	PUNCT
aijes-7162	84	26	specific	specific	ADJ
aijes-7162	84	27	insights	insight	NOUN
aijes-7162	84	28	.	.	PUNCT
aijes-7162	85	1	understanding	understand	VERB
aijes-7162	85	2	stem	stem	NOUN
aijes-7162	85	3	employment	employment	NOUN
aijes-7162	85	4	challenges	challenge	NOUN
aijes-7162	85	5	in	in	ADP
aijes-7162	85	6	georgia	georgia	PROPN
aijes-7162	85	7	:	:	PUNCT
aijes-7162	85	8	a	a	DET
aijes-7162	85	9	qualitative	qualitative	ADJ
aijes-7162	85	10	analysis	analysis	NOUN
aijes-7162	85	11	of	of	ADP
aijes-7162	85	12	employer	employer	NOUN
aijes-7162	85	13	perspectives	perspective	NOUN
aijes-7162	85	14	320	320	NUM
aijes-7162	85	15	figure	figure	NOUN
aijes-7162	85	16	1	1	NUM
aijes-7162	85	17	.	.	PUNCT
aijes-7162	85	18	qualitative	qualitative	ADJ
aijes-7162	85	19	data	datum	NOUN
aijes-7162	85	20	analysis	analysis	NOUN
aijes-7162	85	21	process	process	NOUN
aijes-7162	85	22	source	source	NOUN
aijes-7162	85	23	:	:	PUNCT
aijes-7162	85	24	developed	develop	VERB
aijes-7162	85	25	by	by	ADP
aijes-7162	85	26	authors	author	NOUN
aijes-7162	85	27	.	.	PUNCT
aijes-7162	86	1	during	during	ADP
aijes-7162	86	2	the	the	DET
aijes-7162	86	3	sectoral	sectoral	ADJ
aijes-7162	86	4	analysis	analysis	NOUN
aijes-7162	86	5	,	,	PUNCT
aijes-7162	86	6	we	we	PRON
aijes-7162	86	7	manually	manually	ADV
aijes-7162	86	8	grouped	group	VERB
aijes-7162	86	9	the	the	DET
aijes-7162	86	10	findings	finding	NOUN
aijes-7162	86	11	into	into	ADP
aijes-7162	86	12	four	four	NUM
aijes-7162	86	13	broad	broad	ADJ
aijes-7162	86	14	categories	category	NOUN
aijes-7162	86	15	:	:	PUNCT
aijes-7162	86	16	ict	ict	PROPN
aijes-7162	86	17	,	,	PUNCT
aijes-7162	86	18	science	science	NOUN
aijes-7162	86	19	,	,	PUNCT
aijes-7162	86	20	engineering	engineering	NOUN
aijes-7162	86	21	,	,	PUNCT
aijes-7162	86	22	and	and	CCONJ
aijes-7162	86	23	health	health	NOUN
aijes-7162	86	24	.	.	PUNCT
aijes-7162	87	1	these	these	DET
aijes-7162	87	2	categories	category	NOUN
aijes-7162	87	3	align	align	VERB
aijes-7162	87	4	with	with	ADP
aijes-7162	87	5	common	common	ADJ
aijes-7162	87	6	international	international	ADJ
aijes-7162	87	7	classifications	classification	NOUN
aijes-7162	87	8	used	use	VERB
aijes-7162	87	9	in	in	ADP
aijes-7162	87	10	stem	stem	NOUN
aijes-7162	87	11	workforce	workforce	NOUN
aijes-7162	87	12	analysis	analysis	NOUN
aijes-7162	87	13	,	,	PUNCT
aijes-7162	87	14	particularly	particularly	ADV
aijes-7162	87	15	those	those	PRON
aijes-7162	87	16	based	base	VERB
aijes-7162	87	17	on	on	ADP
aijes-7162	87	18	isco-08	isco-08	PROPN
aijes-7162	87	19	and	and	CCONJ
aijes-7162	87	20	nace	nace	ADJ
aijes-7162	87	21	rev.2	rev.2	PROPN
aijes-7162	87	22	standards	standard	NOUN
aijes-7162	87	23	,	,	PUNCT
aijes-7162	87	24	ensuring	ensure	VERB
aijes-7162	87	25	consistency	consistency	NOUN
aijes-7162	87	26	with	with	ADP
aijes-7162	87	27	global	global	ADJ
aijes-7162	87	28	research	research	NOUN
aijes-7162	87	29	frameworks	framework	NOUN
aijes-7162	87	30	.	.	PUNCT
aijes-7162	88	1	additionally	additionally	ADV
aijes-7162	88	2	,	,	PUNCT
aijes-7162	88	3	they	they	PRON
aijes-7162	88	4	were	be	AUX
aijes-7162	88	5	identified	identify	VERB
aijes-7162	88	6	as	as	ADP
aijes-7162	88	7	broad	broad	ADJ
aijes-7162	88	8	and	and	CCONJ
aijes-7162	88	9	easily	easily	ADV
aijes-7162	88	10	understandable	understandable	ADJ
aijes-7162	88	11	sectoral	sectoral	ADJ
aijes-7162	88	12	divisions	division	NOUN
aijes-7162	88	13	that	that	PRON
aijes-7162	88	14	best	well	ADV
aijes-7162	88	15	represent	represent	VERB
aijes-7162	88	16	the	the	DET
aijes-7162	88	17	distribution	distribution	NOUN
aijes-7162	88	18	of	of	ADP
aijes-7162	88	19	stem	stem	NOUN
aijes-7162	88	20	employment	employment	NOUN
aijes-7162	88	21	and	and	CCONJ
aijes-7162	88	22	challenges	challenge	NOUN
aijes-7162	88	23	across	across	ADP
aijes-7162	88	24	industries	industry	NOUN
aijes-7162	88	25	.	.	PUNCT
aijes-7162	89	1	3.3	3.3	NUM
aijes-7162	89	2	research	research	NOUN
aijes-7162	89	3	limitations	limitation	NOUN
aijes-7162	89	4	this	this	DET
aijes-7162	89	5	study	study	NOUN
aijes-7162	89	6	examines	examine	VERB
aijes-7162	89	7	stem	stem	NOUN
aijes-7162	89	8	employment	employment	NOUN
aijes-7162	89	9	challenges	challenge	NOUN
aijes-7162	89	10	exclusively	exclusively	ADV
aijes-7162	89	11	from	from	ADP
aijes-7162	89	12	the	the	DET
aijes-7162	89	13	perspective	perspective	NOUN
aijes-7162	89	14	of	of	ADP
aijes-7162	89	15	employers	employer	NOUN
aijes-7162	89	16	.	.	PUNCT
aijes-7162	90	1	this	this	DET
aijes-7162	90	2	approach	approach	NOUN
aijes-7162	90	3	was	be	AUX
aijes-7162	90	4	chosen	choose	VERB
aijes-7162	90	5	for	for	ADP
aijes-7162	90	6	two	two	NUM
aijes-7162	90	7	main	main	ADJ
aijes-7162	90	8	reasons	reason	NOUN
aijes-7162	90	9	.	.	PUNCT
aijes-7162	91	1	first	first	ADV
aijes-7162	91	2	,	,	PUNCT
aijes-7162	91	3	the	the	DET
aijes-7162	91	4	dataset	dataset	NOUN
aijes-7162	91	5	consists	consist	VERB
aijes-7162	91	6	solely	solely	ADV
aijes-7162	91	7	of	of	ADP
aijes-7162	91	8	qualitative	qualitative	ADJ
aijes-7162	91	9	data	datum	NOUN
aijes-7162	91	10	from	from	ADP
aijes-7162	91	11	employers	employer	NOUN
aijes-7162	91	12	,	,	PUNCT
aijes-7162	91	13	making	make	VERB
aijes-7162	91	14	it	it	PRON
aijes-7162	91	15	the	the	DET
aijes-7162	91	16	primary	primary	ADJ
aijes-7162	91	17	lens	lens	NOUN
aijes-7162	91	18	through	through	ADP
aijes-7162	91	19	which	which	PRON
aijes-7162	91	20	challenges	challenge	NOUN
aijes-7162	91	21	are	be	AUX
aijes-7162	91	22	assessed	assess	VERB
aijes-7162	91	23	.	.	PUNCT
aijes-7162	92	1	second	second	ADV
aijes-7162	92	2	,	,	PUNCT
aijes-7162	92	3	the	the	DET
aijes-7162	92	4	challenges	challenge	NOUN
aijes-7162	92	5	faced	face	VERB
aijes-7162	92	6	by	by	ADP
aijes-7162	92	7	employees	employee	NOUN
aijes-7162	92	8	represent	represent	VERB
aijes-7162	92	9	a	a	DET
aijes-7162	92	10	distinct	distinct	ADJ
aijes-7162	92	11	research	research	NOUN
aijes-7162	92	12	question	question	NOUN
aijes-7162	92	13	requiring	require	VERB
aijes-7162	92	14	different	different	ADJ
aijes-7162	92	15	research	research	NOUN
aijes-7162	92	16	methods	method	NOUN
aijes-7162	92	17	.	.	PUNCT
aijes-7162	93	1	employee	employee	NOUN
aijes-7162	93	2	perspectives	perspective	NOUN
aijes-7162	93	3	tend	tend	VERB
aijes-7162	93	4	to	to	PART
aijes-7162	93	5	focus	focus	VERB
aijes-7162	93	6	on	on	ADP
aijes-7162	93	7	more	more	ADV
aijes-7162	93	8	specific	specific	ADJ
aijes-7162	93	9	,	,	PUNCT
aijes-7162	93	10	personal	personal	ADJ
aijes-7162	93	11	-	-	PUNCT
aijes-7162	93	12	level	level	NOUN
aijes-7162	93	13	concerns	concern	NOUN
aijes-7162	93	14	,	,	PUNCT
aijes-7162	93	15	whereas	whereas	SCONJ
aijes-7162	93	16	employers	employer	NOUN
aijes-7162	93	17	provide	provide	VERB
aijes-7162	93	18	insight	insight	NOUN
aijes-7162	93	19	into	into	ADP
aijes-7162	93	20	systemic	systemic	ADJ
aijes-7162	93	21	labor	labor	NOUN
aijes-7162	93	22	market	market	NOUN
aijes-7162	93	23	issues	issue	NOUN
aijes-7162	93	24	.	.	PUNCT
aijes-7162	94	1	as	as	ADP
aijes-7162	94	2	a	a	DET
aijes-7162	94	3	result	result	NOUN
aijes-7162	94	4	,	,	PUNCT
aijes-7162	94	5	a	a	DET
aijes-7162	94	6	separate	separate	ADJ
aijes-7162	94	7	study	study	NOUN
aijes-7162	94	8	would	would	AUX
aijes-7162	94	9	be	be	AUX
aijes-7162	94	10	needed	need	VERB
aijes-7162	94	11	to	to	PART
aijes-7162	94	12	properly	properly	ADV
aijes-7162	94	13	capture	capture	VERB
aijes-7162	94	14	the	the	DET
aijes-7162	94	15	challenges	challenge	NOUN
aijes-7162	94	16	from	from	ADP
aijes-7162	94	17	the	the	DET
aijes-7162	94	18	employee	employee	NOUN
aijes-7162	94	19	’s	’s	PART
aijes-7162	94	20	viewpoint	viewpoint	NOUN
aijes-7162	94	21	.	.	PUNCT
aijes-7162	95	1	additionally	additionally	ADV
aijes-7162	95	2	,	,	PUNCT
aijes-7162	95	3	this	this	DET
aijes-7162	95	4	study	study	NOUN
aijes-7162	95	5	does	do	AUX
aijes-7162	95	6	not	not	PART
aijes-7162	95	7	compare	compare	VERB
aijes-7162	95	8	employer	employer	NOUN
aijes-7162	95	9	perceptions	perception	NOUN
aijes-7162	95	10	of	of	ADP
aijes-7162	95	11	challenges	challenge	NOUN
aijes-7162	95	12	to	to	ADP
aijes-7162	95	13	general	general	ADJ
aijes-7162	95	14	labor	labor	NOUN
aijes-7162	95	15	market	market	NOUN
aijes-7162	95	16	data	datum	NOUN
aijes-7162	95	17	.	.	PUNCT
aijes-7162	96	1	there	there	PRON
aijes-7162	96	2	are	be	VERB
aijes-7162	96	3	two	two	NUM
aijes-7162	96	4	reasons	reason	NOUN
aijes-7162	96	5	for	for	ADP
aijes-7162	96	6	this	this	PRON
aijes-7162	96	7	.	.	PUNCT
aijes-7162	97	1	first	first	ADV
aijes-7162	97	2	,	,	PUNCT
aijes-7162	97	3	reliable	reliable	ADJ
aijes-7162	97	4	statistics	statistic	NOUN
aijes-7162	97	5	on	on	ADP
aijes-7162	97	6	stem	stem	NOUN
aijes-7162	97	7	employment	employment	NOUN
aijes-7162	97	8	in	in	ADP
aijes-7162	97	9	georgia	georgia	PROPN
aijes-7162	97	10	remain	remain	VERB
aijes-7162	97	11	limited	limited	ADJ
aijes-7162	97	12	,	,	PUNCT
aijes-7162	97	13	making	make	VERB
aijes-7162	97	14	direct	direct	ADJ
aijes-7162	97	15	comparisons	comparison	NOUN
aijes-7162	97	16	difficult	difficult	ADJ
aijes-7162	97	17	.	.	PUNCT
aijes-7162	98	1	second	second	ADV
aijes-7162	98	2	,	,	PUNCT
aijes-7162	98	3	the	the	DET
aijes-7162	98	4	study	study	NOUN
aijes-7162	98	5	seeks	seek	VERB
aijes-7162	98	6	to	to	PART
aijes-7162	98	7	understand	understand	VERB
aijes-7162	98	8	employer	employer	NOUN
aijes-7162	98	9	perceptions	perception	NOUN
aijes-7162	98	10	rather	rather	ADV
aijes-7162	98	11	than	than	ADP
aijes-7162	98	12	objective	objective	ADJ
aijes-7162	98	13	market	market	NOUN
aijes-7162	98	14	trends	trend	NOUN
aijes-7162	98	15	.	.	PUNCT
aijes-7162	99	1	employer	employer	NOUN
aijes-7162	99	2	sentiment	sentiment	NOUN
aijes-7162	99	3	does	do	AUX
aijes-7162	99	4	not	not	PART
aijes-7162	99	5	always	always	ADV
aijes-7162	99	6	align	align	VERB
aijes-7162	99	7	with	with	ADP
aijes-7162	99	8	statistical	statistical	ADJ
aijes-7162	99	9	realities	reality	NOUN
aijes-7162	99	10	;	;	PUNCT
aijes-7162	99	11	for	for	ADP
aijes-7162	99	12	example	example	NOUN
aijes-7162	99	13	,	,	PUNCT
aijes-7162	99	14	while	while	SCONJ
aijes-7162	99	15	salaries	salary	NOUN
aijes-7162	99	16	in	in	ADP
aijes-7162	99	17	certain	certain	ADJ
aijes-7162	99	18	stem	stem	NOUN
aijes-7162	99	19	sectors	sector	NOUN
aijes-7162	99	20	may	may	AUX
aijes-7162	99	21	be	be	AUX
aijes-7162	99	22	high	high	ADJ
aijes-7162	99	23	compared	compare	VERB
aijes-7162	99	24	to	to	ADP
aijes-7162	99	25	other	other	ADJ
aijes-7162	99	26	fields	field	NOUN
aijes-7162	99	27	,	,	PUNCT
aijes-7162	99	28	employers	employer	NOUN
aijes-7162	99	29	may	may	AUX
aijes-7162	99	30	still	still	ADV
aijes-7162	99	31	perceive	perceive	VERB
aijes-7162	99	32	them	they	PRON
aijes-7162	99	33	as	as	ADP
aijes-7162	99	34	insufficient	insufficient	ADJ
aijes-7162	99	35	to	to	PART
aijes-7162	99	36	attract	attract	VERB
aijes-7162	99	37	or	or	CCONJ
aijes-7162	99	38	retain	retain	VERB
aijes-7162	99	39	talent	talent	NOUN
aijes-7162	99	40	.	.	PUNCT
aijes-7162	100	1	understanding	understand	VERB
aijes-7162	100	2	these	these	DET
aijes-7162	100	3	perceptions	perception	NOUN
aijes-7162	100	4	is	be	AUX
aijes-7162	100	5	critical	critical	ADJ
aijes-7162	100	6	,	,	PUNCT
aijes-7162	100	7	as	as	SCONJ
aijes-7162	100	8	they	they	PRON
aijes-7162	100	9	influence	influence	VERB
aijes-7162	100	10	hiring	hire	VERB
aijes-7162	100	11	decisions	decision	NOUN
aijes-7162	100	12	and	and	CCONJ
aijes-7162	100	13	workforce	workforce	NOUN
aijes-7162	100	14	strategies	strategy	NOUN
aijes-7162	100	15	.	.	PUNCT
aijes-7162	101	1	furthermore	furthermore	ADV
aijes-7162	101	2	,	,	PUNCT
aijes-7162	101	3	the	the	DET
aijes-7162	101	4	dataset	dataset	NOUN
aijes-7162	101	5	is	be	AUX
aijes-7162	101	6	limited	limit	VERB
aijes-7162	101	7	to	to	ADP
aijes-7162	101	8	transcripts	transcript	NOUN
aijes-7162	101	9	from	from	ADP
aijes-7162	101	10	stem	stem	NOUN
aijes-7162	101	11	-	-	PUNCT
aijes-7162	101	12	related	relate	VERB
aijes-7162	101	13	organizations	organization	NOUN
aijes-7162	101	14	and	and	CCONJ
aijes-7162	101	15	companies	company	NOUN
aijes-7162	101	16	,	,	PUNCT
aijes-7162	101	17	excluding	exclude	VERB
aijes-7162	101	18	non	non	ADJ
aijes-7162	101	19	-	-	ADJ
aijes-7162	101	20	stem	stem	ADJ
aijes-7162	101	21	industries	industry	NOUN
aijes-7162	101	22	that	that	PRON
aijes-7162	101	23	may	may	AUX
aijes-7162	101	24	also	also	ADV
aijes-7162	101	25	employ	employ	VERB
aijes-7162	101	26	stem	stem	NOUN
aijes-7162	101	27	professionals	professional	NOUN
aijes-7162	101	28	.	.	PUNCT
aijes-7162	102	1	while	while	SCONJ
aijes-7162	102	2	this	this	DET
aijes-7162	102	3	study	study	NOUN
aijes-7162	102	4	captures	capture	VERB
aijes-7162	102	5	insights	insight	NOUN
aijes-7162	102	6	from	from	ADP
aijes-7162	102	7	core	core	NOUN
aijes-7162	102	8	stem	stem	NOUN
aijes-7162	102	9	sectors	sector	NOUN
aijes-7162	102	10	,	,	PUNCT
aijes-7162	102	11	it	it	PRON
aijes-7162	102	12	does	do	AUX
aijes-7162	102	13	not	not	PART
aijes-7162	102	14	account	account	VERB
aijes-7162	102	15	for	for	ADP
aijes-7162	102	16	the	the	DET
aijes-7162	102	17	demand	demand	NOUN
aijes-7162	102	18	for	for	ADP
aijes-7162	102	19	stem	stem	NOUN
aijes-7162	102	20	professionals	professional	NOUN
aijes-7162	102	21	in	in	ADP
aijes-7162	102	22	industries	industry	NOUN
aijes-7162	102	23	such	such	ADJ
aijes-7162	102	24	as	as	ADP
aijes-7162	102	25	finance	finance	NOUN
aijes-7162	102	26	,	,	PUNCT
aijes-7162	102	27	consulting	consulting	NOUN
aijes-7162	102	28	,	,	PUNCT
aijes-7162	102	29	and	and	CCONJ
aijes-7162	102	30	public	public	ADJ
aijes-7162	102	31	administration	administration	NOUN
aijes-7162	102	32	,	,	PUNCT
aijes-7162	102	33	where	where	SCONJ
aijes-7162	102	34	technical	technical	ADJ
aijes-7162	102	35	expertise	expertise	NOUN
aijes-7162	102	36	is	be	AUX
aijes-7162	102	37	increasingly	increasingly	ADV
aijes-7162	102	38	valuable	valuable	ADJ
aijes-7162	102	39	.	.	PUNCT
aijes-7162	103	1	future	future	ADJ
aijes-7162	103	2	research	research	NOUN
aijes-7162	103	3	could	could	AUX
aijes-7162	103	4	expand	expand	VERB
aijes-7162	103	5	the	the	DET
aijes-7162	103	6	scope	scope	NOUN
aijes-7162	103	7	to	to	PART
aijes-7162	103	8	include	include	VERB
aijes-7162	103	9	perspectives	perspective	NOUN
aijes-7162	103	10	from	from	ADP
aijes-7162	103	11	non	non	ADJ
aijes-7162	103	12	-	-	ADJ
aijes-7162	103	13	stem	stem	ADJ
aijes-7162	103	14	sectors	sector	NOUN
aijes-7162	103	15	to	to	PART
aijes-7162	103	16	provide	provide	VERB
aijes-7162	103	17	a	a	DET
aijes-7162	103	18	more	more	ADV
aijes-7162	103	19	comprehensive	comprehensive	ADJ
aijes-7162	103	20	picture	picture	NOUN
aijes-7162	103	21	of	of	ADP
aijes-7162	103	22	stem	stem	NOUN
aijes-7162	103	23	employment	employment	NOUN
aijes-7162	103	24	opportunities	opportunity	NOUN
aijes-7162	103	25	and	and	CCONJ
aijes-7162	103	26	challenges	challenge	NOUN
aijes-7162	103	27	.	.	PUNCT
aijes-7162	104	1	literature	literature	NOUN
aijes-7162	104	2	review	review	NOUN
aijes-7162	104	3	for	for	ADP
aijes-7162	104	4	identifying	identify	VERB
aijes-7162	104	5	predefined	predefine	VERB
aijes-7162	104	6	challenges	challenge	NOUN
aijes-7162	104	7	analyzing	analyze	VERB
aijes-7162	104	8	transcripts	transcript	NOUN
aijes-7162	104	9	(	(	PUNCT
aijes-7162	104	10	ai	ai	AUX
aijes-7162	104	11	processing	process	VERB
aijes-7162	104	12	with	with	ADP
aijes-7162	104	13	chatgpt-4o	chatgpt-4o	NOUN
aijes-7162	104	14	)	)	PUNCT
aijes-7162	104	15	calculation	calculation	NOUN
aijes-7162	104	16	of	of	ADP
aijes-7162	104	17	median	median	ADJ
aijes-7162	104	18	values	value	NOUN
aijes-7162	104	19	of	of	ADP
aijes-7162	104	20	importancy	importancy	NOUN
aijes-7162	104	21	for	for	ADP
aijes-7162	104	22	each	each	DET
aijes-7162	104	23	sector	sector	NOUN
aijes-7162	104	24	human	human	NOUN
aijes-7162	104	25	intervention	intervention	NOUN
aijes-7162	104	26	for	for	ADP
aijes-7162	104	27	ties	tie	NOUN
aijes-7162	104	28	or	or	CCONJ
aijes-7162	104	29	discrepancies	discrepancy	NOUN
aijes-7162	104	30	final	final	ADJ
aijes-7162	104	31	categorization	categorization	NOUN
aijes-7162	104	32	of	of	ADP
aijes-7162	104	33	challenges	challenge	NOUN
aijes-7162	104	34	thematic	thematic	ADJ
aijes-7162	104	35	analysis	analysis	NOUN
aijes-7162	104	36	and	and	CCONJ
aijes-7162	104	37	interpretation	interpretation	NOUN
aijes-7162	104	38	321	321	NUM
aijes-7162	104	39	4	4	NUM
aijes-7162	104	40	.	.	PUNCT
aijes-7162	104	41	results	result	NOUN
aijes-7162	104	42	and	and	CCONJ
aijes-7162	104	43	discussion	discussion	NOUN
aijes-7162	104	44	4.1	4.1	NUM
aijes-7162	104	45	general	general	ADJ
aijes-7162	104	46	overview	overview	NOUN
aijes-7162	104	47	of	of	ADP
aijes-7162	104	48	findings	finding	NOUN
aijes-7162	104	49	the	the	DET
aijes-7162	104	50	analysis	analysis	NOUN
aijes-7162	104	51	is	be	AUX
aijes-7162	104	52	systematically	systematically	ADV
aijes-7162	104	53	structured	structure	VERB
aijes-7162	104	54	,	,	PUNCT
aijes-7162	104	55	beginning	begin	VERB
aijes-7162	104	56	with	with	ADP
aijes-7162	104	57	an	an	DET
aijes-7162	104	58	examination	examination	NOUN
aijes-7162	104	59	of	of	ADP
aijes-7162	104	60	each	each	DET
aijes-7162	104	61	challenge	challenge	NOUN
aijes-7162	104	62	identified	identify	VERB
aijes-7162	104	63	through	through	ADP
aijes-7162	104	64	the	the	DET
aijes-7162	104	65	literature	literature	PROPN
aijes-7162	104	66	review	review	PROPN
aijes-7162	104	67	.	.	PUNCT
aijes-7162	105	1	this	this	DET
aijes-7162	105	2	approach	approach	NOUN
aijes-7162	105	3	ensures	ensure	VERB
aijes-7162	105	4	a	a	DET
aijes-7162	105	5	comprehensive	comprehensive	ADJ
aijes-7162	105	6	assessment	assessment	NOUN
aijes-7162	105	7	of	of	ADP
aijes-7162	105	8	the	the	DET
aijes-7162	105	9	predefined	predefine	VERB
aijes-7162	105	10	issues	issue	NOUN
aijes-7162	105	11	,	,	PUNCT
aijes-7162	105	12	grounding	ground	VERB
aijes-7162	105	13	the	the	DET
aijes-7162	105	14	findings	finding	NOUN
aijes-7162	105	15	in	in	ADP
aijes-7162	105	16	established	establish	VERB
aijes-7162	105	17	academic	academic	ADJ
aijes-7162	105	18	discourse	discourse	NOUN
aijes-7162	105	19	.	.	PUNCT
aijes-7162	106	1	subsequently	subsequently	ADV
aijes-7162	106	2	,	,	PUNCT
aijes-7162	106	3	each	each	DET
aijes-7162	106	4	challenge	challenge	NOUN
aijes-7162	106	5	is	be	AUX
aijes-7162	106	6	analyzed	analyze	VERB
aijes-7162	106	7	within	within	ADP
aijes-7162	106	8	the	the	DET
aijes-7162	106	9	context	context	NOUN
aijes-7162	106	10	of	of	ADP
aijes-7162	106	11	the	the	DET
aijes-7162	106	12	studied	study	VERB
aijes-7162	106	13	sectors	sector	NOUN
aijes-7162	106	14	,	,	PUNCT
aijes-7162	106	15	providing	provide	VERB
aijes-7162	106	16	a	a	DET
aijes-7162	106	17	sector	sector	NOUN
aijes-7162	106	18	-	-	PUNCT
aijes-7162	106	19	specific	specific	ADJ
aijes-7162	106	20	perspective	perspective	NOUN
aijes-7162	106	21	on	on	ADP
aijes-7162	106	22	the	the	DET
aijes-7162	106	23	identified	identify	VERB
aijes-7162	106	24	challenges	challenge	NOUN
aijes-7162	106	25	.	.	PUNCT
aijes-7162	107	1	the	the	DET
aijes-7162	107	2	main	main	ADJ
aijes-7162	107	3	results	result	NOUN
aijes-7162	107	4	for	for	ADP
aijes-7162	107	5	each	each	DET
aijes-7162	107	6	sector	sector	NOUN
aijes-7162	107	7	are	be	AUX
aijes-7162	107	8	presented	present	VERB
aijes-7162	107	9	in	in	ADP
aijes-7162	107	10	table	table	NOUN
aijes-7162	107	11	3	3	NUM
aijes-7162	107	12	,	,	PUNCT
aijes-7162	107	13	indicating	indicate	VERB
aijes-7162	107	14	the	the	DET
aijes-7162	107	15	significance	significance	NOUN
aijes-7162	107	16	of	of	ADP
aijes-7162	107	17	each	each	DET
aijes-7162	107	18	challenge	challenge	NOUN
aijes-7162	107	19	as	as	SCONJ
aijes-7162	107	20	follows	follow	VERB
aijes-7162	107	21	:	:	PUNCT
aijes-7162	107	22	important	important	ADJ
aijes-7162	107	23	(	(	PUNCT
aijes-7162	107	24	discussed	discuss	VERB
aijes-7162	107	25	in	in	ADP
aijes-7162	107	26	-	-	PUNCT
aijes-7162	107	27	depth	depth	NOUN
aijes-7162	107	28	with	with	ADP
aijes-7162	107	29	strong	strong	ADJ
aijes-7162	107	30	negative	negative	ADJ
aijes-7162	107	31	sentiment	sentiment	NOUN
aijes-7162	107	32	)	)	PUNCT
aijes-7162	107	33	,	,	PUNCT
aijes-7162	107	34	somewhat	somewhat	ADV
aijes-7162	107	35	important	important	ADJ
aijes-7162	107	36	(	(	PUNCT
aijes-7162	107	37	mentioned	mention	VERB
aijes-7162	107	38	but	but	CCONJ
aijes-7162	107	39	without	without	ADP
aijes-7162	107	40	strong	strong	ADJ
aijes-7162	107	41	emphasis	emphasis	NOUN
aijes-7162	107	42	)	)	PUNCT
aijes-7162	107	43	,	,	PUNCT
aijes-7162	107	44	and	and	CCONJ
aijes-7162	107	45	not	not	PART
aijes-7162	107	46	important	important	ADJ
aijes-7162	107	47	(	(	PUNCT
aijes-7162	107	48	rarely	rarely	ADV
aijes-7162	107	49	mentioned	mention	VERB
aijes-7162	107	50	or	or	CCONJ
aijes-7162	107	51	explicitly	explicitly	ADV
aijes-7162	107	52	dismissed	dismiss	VERB
aijes-7162	107	53	)	)	PUNCT
aijes-7162	107	54	.	.	PUNCT
aijes-7162	108	1	table	table	NOUN
aijes-7162	108	2	3	3	NUM
aijes-7162	108	3	.	.	PUNCT
aijes-7162	108	4	sector	sector	NOUN
aijes-7162	108	5	-	-	PUNCT
aijes-7162	108	6	specific	specific	ADJ
aijes-7162	108	7	importance	importance	NOUN
aijes-7162	108	8	of	of	ADP
aijes-7162	108	9	identified	identify	VERB
aijes-7162	108	10	stem	stem	NOUN
aijes-7162	108	11	challenges	challenge	NOUN
aijes-7162	108	12	in	in	ADP
aijes-7162	108	13	georgia	georgia	PROPN
aijes-7162	108	14	source	source	NOUN
aijes-7162	108	15	:	:	PUNCT
aijes-7162	108	16	developed	develop	VERB
aijes-7162	108	17	by	by	ADP
aijes-7162	108	18	authors	author	NOUN
aijes-7162	108	19	.	.	PUNCT
aijes-7162	109	1	4.2	4.2	NUM
aijes-7162	109	2	discussion	discussion	NOUN
aijes-7162	109	3	of	of	ADP
aijes-7162	109	4	key	key	ADJ
aijes-7162	109	5	challenges	challenge	NOUN
aijes-7162	109	6	in	in	ADP
aijes-7162	109	7	stem	stem	NOUN
aijes-7162	109	8	employment	employment	NOUN
aijes-7162	109	9	talent	talent	NOUN
aijes-7162	109	10	drain	drain	NOUN
aijes-7162	109	11	talent	talent	NOUN
aijes-7162	109	12	drain	drain	NOUN
aijes-7162	109	13	remains	remain	VERB
aijes-7162	109	14	a	a	DET
aijes-7162	109	15	critical	critical	ADJ
aijes-7162	109	16	challenge	challenge	NOUN
aijes-7162	109	17	across	across	ADP
aijes-7162	109	18	stem	stem	NOUN
aijes-7162	109	19	fields	field	NOUN
aijes-7162	109	20	in	in	ADP
aijes-7162	109	21	georgia	georgia	PROPN
aijes-7162	109	22	,	,	PUNCT
aijes-7162	109	23	with	with	ADP
aijes-7162	109	24	many	many	ADJ
aijes-7162	109	25	professionals	professional	NOUN
aijes-7162	109	26	choosing	choose	VERB
aijes-7162	109	27	to	to	PART
aijes-7162	109	28	work	work	VERB
aijes-7162	109	29	abroad	abroad	ADV
aijes-7162	109	30	or	or	CCONJ
aijes-7162	109	31	remotely	remotely	ADV
aijes-7162	109	32	for	for	ADP
aijes-7162	109	33	international	international	ADJ
aijes-7162	109	34	companies	company	NOUN
aijes-7162	109	35	.	.	PUNCT
aijes-7162	110	1	respondents	respondent	NOUN
aijes-7162	110	2	highlight	highlight	VERB
aijes-7162	110	3	that	that	SCONJ
aijes-7162	110	4	this	this	DET
aijes-7162	110	5	issue	issue	NOUN
aijes-7162	110	6	is	be	AUX
aijes-7162	110	7	particularly	particularly	ADV
aijes-7162	110	8	severe	severe	ADJ
aijes-7162	110	9	in	in	ADP
aijes-7162	110	10	healthcare	healthcare	PROPN
aijes-7162	110	11	,	,	PUNCT
aijes-7162	110	12	it	it	PRON
aijes-7162	110	13	,	,	PUNCT
aijes-7162	110	14	and	and	CCONJ
aijes-7162	110	15	research	research	NOUN
aijes-7162	110	16	,	,	PUNCT
aijes-7162	110	17	where	where	SCONJ
aijes-7162	110	18	skilled	skilled	ADJ
aijes-7162	110	19	professionals	professional	NOUN
aijes-7162	110	20	have	have	VERB
aijes-7162	110	21	access	access	NOUN
aijes-7162	110	22	to	to	ADP
aijes-7162	110	23	significantly	significantly	ADV
aijes-7162	110	24	higher	high	ADJ
aijes-7162	110	25	salaries	salary	NOUN
aijes-7162	110	26	and	and	CCONJ
aijes-7162	110	27	better	well	ADJ
aijes-7162	110	28	working	working	NOUN
aijes-7162	110	29	conditions	condition	NOUN
aijes-7162	110	30	outside	outside	ADP
aijes-7162	110	31	georgia	georgia	PROPN
aijes-7162	110	32	.	.	PUNCT
aijes-7162	111	1	for	for	ADP
aijes-7162	111	2	some	some	DET
aijes-7162	111	3	fields	field	NOUN
aijes-7162	111	4	,	,	PUNCT
aijes-7162	111	5	such	such	ADJ
aijes-7162	111	6	as	as	ADP
aijes-7162	111	7	nursing	nursing	NOUN
aijes-7162	111	8	,	,	PUNCT
aijes-7162	111	9	the	the	DET
aijes-7162	111	10	migration	migration	NOUN
aijes-7162	111	11	trend	trend	NOUN
aijes-7162	111	12	is	be	AUX
aijes-7162	111	13	largely	largely	ADV
aijes-7162	111	14	due	due	ADJ
aijes-7162	111	15	to	to	ADP
aijes-7162	111	16	structured	structured	ADJ
aijes-7162	111	17	pathways	pathway	NOUN
aijes-7162	111	18	leading	lead	VERB
aijes-7162	111	19	to	to	ADP
aijes-7162	111	20	european	european	ADJ
aijes-7162	111	21	jobs	job	NOUN
aijes-7162	111	22	,	,	PUNCT
aijes-7162	111	23	where	where	SCONJ
aijes-7162	111	24	wages	wage	NOUN
aijes-7162	111	25	can	can	AUX
aijes-7162	111	26	be	be	AUX
aijes-7162	111	27	three	three	NUM
aijes-7162	111	28	to	to	PART
aijes-7162	111	29	four	four	NUM
aijes-7162	111	30	times	time	NOUN
aijes-7162	111	31	higher	high	ADJ
aijes-7162	111	32	than	than	ADP
aijes-7162	111	33	in	in	ADP
aijes-7162	111	34	georgia	georgia	PROPN
aijes-7162	111	35	.	.	PUNCT
aijes-7162	112	1	in	in	ADP
aijes-7162	112	2	other	other	ADJ
aijes-7162	112	3	sectors	sector	NOUN
aijes-7162	112	4	,	,	PUNCT
aijes-7162	112	5	such	such	ADJ
aijes-7162	112	6	as	as	ADP
aijes-7162	112	7	it	it	PRON
aijes-7162	112	8	and	and	CCONJ
aijes-7162	112	9	ai	ai	VERB
aijes-7162	112	10	,	,	PUNCT
aijes-7162	112	11	the	the	DET
aijes-7162	112	12	trend	trend	NOUN
aijes-7162	112	13	is	be	AUX
aijes-7162	112	14	different	different	ADJ
aijes-7162	112	15	:	:	PUNCT
aijes-7162	112	16	while	while	SCONJ
aijes-7162	112	17	professionals	professional	NOUN
aijes-7162	112	18	remain	remain	VERB
aijes-7162	112	19	in	in	ADP
aijes-7162	112	20	georgia	georgia	PROPN
aijes-7162	112	21	physically	physically	ADV
aijes-7162	112	22	,	,	PUNCT
aijes-7162	112	23	they	they	PRON
aijes-7162	112	24	work	work	VERB
aijes-7162	112	25	exclusively	exclusively	ADV
aijes-7162	112	26	for	for	ADP
aijes-7162	112	27	foreign	foreign	ADJ
aijes-7162	112	28	employers	employer	NOUN
aijes-7162	112	29	,	,	PUNCT
aijes-7162	112	30	bypassing	bypass	VERB
aijes-7162	112	31	the	the	DET
aijes-7162	112	32	local	local	ADJ
aijes-7162	112	33	job	job	NOUN
aijes-7162	112	34	market	market	NOUN
aijes-7162	112	35	and	and	CCONJ
aijes-7162	112	36	contributing	contribute	VERB
aijes-7162	112	37	to	to	ADP
aijes-7162	112	38	a	a	DET
aijes-7162	112	39	shortage	shortage	NOUN
aijes-7162	112	40	of	of	ADP
aijes-7162	112	41	senior	senior	ADJ
aijes-7162	112	42	professionals	professional	NOUN
aijes-7162	112	43	in	in	ADP
aijes-7162	112	44	georgian	georgian	ADJ
aijes-7162	112	45	companies	company	NOUN
aijes-7162	112	46	.	.	PUNCT
aijes-7162	113	1	the	the	DET
aijes-7162	113	2	lack	lack	NOUN
aijes-7162	113	3	of	of	ADP
aijes-7162	113	4	career	career	NOUN
aijes-7162	113	5	progression	progression	NOUN
aijes-7162	113	6	and	and	CCONJ
aijes-7162	113	7	research	research	NOUN
aijes-7162	113	8	funding	funding	NOUN
aijes-7162	113	9	further	further	ADJ
aijes-7162	113	10	fuels	fuel	NOUN
aijes-7162	113	11	the	the	DET
aijes-7162	113	12	brain	brain	NOUN
aijes-7162	113	13	drain	drain	NOUN
aijes-7162	113	14	.	.	PUNCT
aijes-7162	114	1	many	many	ADJ
aijes-7162	114	2	researchers	researcher	NOUN
aijes-7162	114	3	and	and	CCONJ
aijes-7162	114	4	engineers	engineer	NOUN
aijes-7162	114	5	leave	leave	VERB
aijes-7162	114	6	the	the	DET
aijes-7162	114	7	country	country	NOUN
aijes-7162	114	8	for	for	ADP
aijes-7162	114	9	doctoral	doctoral	ADJ
aijes-7162	114	10	programs	program	NOUN
aijes-7162	114	11	and	and	CCONJ
aijes-7162	114	12	specialized	specialized	ADJ
aijes-7162	114	13	training	training	NOUN
aijes-7162	114	14	,	,	PUNCT
aijes-7162	114	15	often	often	ADV
aijes-7162	114	16	choosing	choose	VERB
aijes-7162	114	17	to	to	PART
aijes-7162	114	18	remain	remain	VERB
aijes-7162	114	19	abroad	abroad	ADV
aijes-7162	114	20	due	due	ADP
aijes-7162	114	21	to	to	ADP
aijes-7162	114	22	better	well	ADJ
aijes-7162	114	23	infrastructure	infrastructure	NOUN
aijes-7162	114	24	,	,	PUNCT
aijes-7162	114	25	access	access	NOUN
aijes-7162	114	26	to	to	ADP
aijes-7162	114	27	modern	modern	ADJ
aijes-7162	114	28	technology	technology	NOUN
aijes-7162	114	29	,	,	PUNCT
aijes-7162	114	30	and	and	CCONJ
aijes-7162	114	31	financial	financial	ADJ
aijes-7162	114	32	incentives	incentive	NOUN
aijes-7162	114	33	.	.	PUNCT
aijes-7162	115	1	respondents	respondent	NOUN
aijes-7162	115	2	also	also	ADV
aijes-7162	115	3	highlight	highlight	VERB
aijes-7162	115	4	the	the	DET
aijes-7162	115	5	failure	failure	NOUN
aijes-7162	115	6	to	to	PART
aijes-7162	115	7	retain	retain	VERB
aijes-7162	115	8	international	international	ADJ
aijes-7162	115	9	specialists	specialist	NOUN
aijes-7162	115	10	who	who	PRON
aijes-7162	115	11	arrived	arrive	VERB
aijes-7162	115	12	in	in	ADP
aijes-7162	115	13	georgia	georgia	PROPN
aijes-7162	115	14	during	during	ADP
aijes-7162	115	15	geopolitical	geopolitical	ADJ
aijes-7162	115	16	shifts	shift	NOUN
aijes-7162	115	17	,	,	PUNCT
aijes-7162	115	18	particularly	particularly	ADV
aijes-7162	115	19	after	after	ADP
aijes-7162	115	20	the	the	DET
aijes-7162	115	21	russia	russia	PROPN
aijes-7162	115	22	-	-	PUNCT
aijes-7162	115	23	ukraine	ukraine	PROPN
aijes-7162	115	24	war	war	NOUN
aijes-7162	115	25	.	.	PUNCT
aijes-7162	116	1	bureaucratic	bureaucratic	ADJ
aijes-7162	116	2	hurdles	hurdle	NOUN
aijes-7162	116	3	and	and	CCONJ
aijes-7162	116	4	lack	lack	NOUN
aijes-7162	116	5	of	of	ADP
aijes-7162	116	6	targeted	target	VERB
aijes-7162	116	7	policies	policy	NOUN
aijes-7162	116	8	meant	mean	VERB
aijes-7162	116	9	that	that	SCONJ
aijes-7162	116	10	many	many	ADJ
aijes-7162	116	11	skilled	skilled	ADJ
aijes-7162	116	12	foreign	foreign	ADJ
aijes-7162	116	13	professionals	professional	NOUN
aijes-7162	116	14	ultimately	ultimately	ADV
aijes-7162	116	15	moved	move	VERB
aijes-7162	116	16	on	on	ADP
aijes-7162	116	17	to	to	ADP
aijes-7162	116	18	european	european	ADJ
aijes-7162	116	19	countries	country	NOUN
aijes-7162	116	20	instead	instead	ADV
aijes-7162	116	21	of	of	ADP
aijes-7162	116	22	staying	stay	VERB
aijes-7162	116	23	in	in	ADP
aijes-7162	116	24	georgia	georgia	PROPN
aijes-7162	116	25	.	.	PUNCT
aijes-7162	117	1	without	without	ADP
aijes-7162	117	2	long	long	ADJ
aijes-7162	117	3	-	-	PUNCT
aijes-7162	117	4	term	term	NOUN
aijes-7162	117	5	investment	investment	NOUN
aijes-7162	117	6	in	in	ADP
aijes-7162	117	7	local	local	ADJ
aijes-7162	117	8	career	career	NOUN
aijes-7162	117	9	opportunities	opportunity	NOUN
aijes-7162	117	10	,	,	PUNCT
aijes-7162	117	11	salaries	salary	NOUN
aijes-7162	117	12	,	,	PUNCT
aijes-7162	117	13	and	and	CCONJ
aijes-7162	117	14	research	research	NOUN
aijes-7162	117	15	infrastructure	infrastructure	NOUN
aijes-7162	117	16	,	,	PUNCT
aijes-7162	117	17	talent	talent	NOUN
aijes-7162	117	18	drain	drain	NOUN
aijes-7162	117	19	will	will	AUX
aijes-7162	117	20	likely	likely	ADV
aijes-7162	117	21	continue	continue	VERB
aijes-7162	117	22	to	to	PART
aijes-7162	117	23	be	be	AUX
aijes-7162	117	24	a	a	DET
aijes-7162	117	25	major	major	ADJ
aijes-7162	117	26	obstacle	obstacle	NOUN
aijes-7162	117	27	for	for	ADP
aijes-7162	117	28	georgia	georgia	PROPN
aijes-7162	117	29	’s	’s	PART
aijes-7162	117	30	stem	stem	PROPN
aijes-7162	117	31	workforce	workforce	PROPN
aijes-7162	117	32	.	.	PUNCT
aijes-7162	118	1	low	low	ADJ
aijes-7162	118	2	salaries	salary	NOUN
aijes-7162	118	3	and	and	CCONJ
aijes-7162	118	4	limited	limited	ADJ
aijes-7162	118	5	career	career	NOUN
aijes-7162	118	6	growth	growth	NOUN
aijes-7162	118	7	respondents	respondent	NOUN
aijes-7162	118	8	overwhelmingly	overwhelmingly	ADV
aijes-7162	118	9	agree	agree	VERB
aijes-7162	118	10	that	that	SCONJ
aijes-7162	118	11	low	low	ADJ
aijes-7162	118	12	wages	wage	NOUN
aijes-7162	118	13	and	and	CCONJ
aijes-7162	118	14	a	a	DET
aijes-7162	118	15	lack	lack	NOUN
aijes-7162	118	16	of	of	ADP
aijes-7162	118	17	structured	structured	ADJ
aijes-7162	118	18	career	career	NOUN
aijes-7162	118	19	growth	growth	NOUN
aijes-7162	118	20	are	be	AUX
aijes-7162	118	21	among	among	ADP
aijes-7162	118	22	the	the	DET
aijes-7162	118	23	biggest	big	ADJ
aijes-7162	118	24	obstacles	obstacle	NOUN
aijes-7162	118	25	to	to	ADP
aijes-7162	118	26	talent	talent	NOUN
aijes-7162	118	27	retention	retention	NOUN
aijes-7162	118	28	in	in	ADP
aijes-7162	118	29	stem	stem	NOUN
aijes-7162	118	30	fields	field	NOUN
aijes-7162	118	31	.	.	PUNCT
aijes-7162	119	1	in	in	ADP
aijes-7162	119	2	many	many	ADJ
aijes-7162	119	3	cases	case	NOUN
aijes-7162	119	4	,	,	PUNCT
aijes-7162	119	5	salaries	salary	NOUN
aijes-7162	119	6	are	be	AUX
aijes-7162	119	7	not	not	PART
aijes-7162	119	8	only	only	ADV
aijes-7162	119	9	non	non	ADJ
aijes-7162	119	10	-	-	ADJ
aijes-7162	119	11	competitive	competitive	ADJ
aijes-7162	119	12	internationally	internationally	ADV
aijes-7162	119	13	challenge	challenge	ADJ
aijes-7162	119	14	ict	ict	PROPN
aijes-7162	119	15	health	health	NOUN
aijes-7162	119	16	sector	sector	NOUN
aijes-7162	119	17	science	science	NOUN
aijes-7162	119	18	engineering	engineering	NOUN
aijes-7162	119	19	talent	talent	NOUN
aijes-7162	119	20	drain	drain	VERB
aijes-7162	119	21	important	important	ADJ
aijes-7162	119	22	important	important	ADJ
aijes-7162	119	23	important	important	ADJ
aijes-7162	119	24	somewhat	somewhat	ADV
aijes-7162	119	25	important	important	ADJ
aijes-7162	119	26	low	low	ADJ
aijes-7162	119	27	salaries	salary	NOUN
aijes-7162	119	28	and	and	CCONJ
aijes-7162	119	29	limited	limited	ADJ
aijes-7162	119	30	career	career	NOUN
aijes-7162	119	31	growth	growth	NOUN
aijes-7162	119	32	important	important	ADJ
aijes-7162	119	33	important	important	ADJ
aijes-7162	119	34	important	important	ADJ
aijes-7162	119	35	important	important	ADJ
aijes-7162	119	36	mismatch	mismatch	NOUN
aijes-7162	119	37	between	between	ADP
aijes-7162	119	38	industry	industry	NOUN
aijes-7162	119	39	demand	demand	NOUN
aijes-7162	119	40	and	and	CCONJ
aijes-7162	119	41	workforce	workforce	NOUN
aijes-7162	119	42	skills	skill	VERB
aijes-7162	119	43	important	important	ADJ
aijes-7162	119	44	important	important	ADJ
aijes-7162	119	45	important	important	ADJ
aijes-7162	119	46	somewhat	somewhat	ADV
aijes-7162	119	47	important	important	ADJ
aijes-7162	119	48	limited	limited	ADJ
aijes-7162	119	49	stem	stem	NOUN
aijes-7162	119	50	awareness	awareness	NOUN
aijes-7162	119	51	and	and	CCONJ
aijes-7162	119	52	engagement	engagement	NOUN
aijes-7162	119	53	not	not	PART
aijes-7162	119	54	important	important	ADJ
aijes-7162	119	55	somewhat	somewhat	ADV
aijes-7162	119	56	important	important	ADJ
aijes-7162	119	57	somewhat	somewhat	ADV
aijes-7162	119	58	important	important	ADJ
aijes-7162	119	59	important	important	ADJ
aijes-7162	119	60	gender	gender	NOUN
aijes-7162	119	61	disparities	disparity	NOUN
aijes-7162	119	62	in	in	ADP
aijes-7162	119	63	stem	stem	NOUN
aijes-7162	119	64	important	important	ADJ
aijes-7162	119	65	somewhat	somewhat	ADV
aijes-7162	119	66	important	important	ADJ
aijes-7162	119	67	not	not	PART
aijes-7162	119	68	important	important	ADJ
aijes-7162	119	69	important	important	ADJ
aijes-7162	119	70	regional	regional	ADJ
aijes-7162	119	71	disparities	disparity	NOUN
aijes-7162	119	72	in	in	ADP
aijes-7162	119	73	stem	stem	NOUN
aijes-7162	119	74	somewhat	somewhat	ADV
aijes-7162	119	75	important	important	ADJ
aijes-7162	119	76	somewhat	somewhat	ADV
aijes-7162	119	77	important	important	ADJ
aijes-7162	119	78	important	important	ADJ
aijes-7162	119	79	important	important	ADJ
aijes-7162	119	80	understanding	understanding	NOUN
aijes-7162	119	81	stem	stem	NOUN
aijes-7162	119	82	employment	employment	NOUN
aijes-7162	119	83	challenges	challenge	NOUN
aijes-7162	119	84	in	in	ADP
aijes-7162	119	85	georgia	georgia	PROPN
aijes-7162	119	86	:	:	PUNCT
aijes-7162	119	87	a	a	DET
aijes-7162	119	88	qualitative	qualitative	ADJ
aijes-7162	119	89	analysis	analysis	NOUN
aijes-7162	119	90	of	of	ADP
aijes-7162	119	91	employer	employer	NOUN
aijes-7162	119	92	perspectives	perspective	NOUN
aijes-7162	119	93	322	322	NUM
aijes-7162	119	94	but	but	CCONJ
aijes-7162	119	95	also	also	ADV
aijes-7162	119	96	insufficient	insufficient	ADJ
aijes-7162	119	97	for	for	SCONJ
aijes-7162	119	98	professionals	professional	NOUN
aijes-7162	119	99	to	to	PART
aijes-7162	119	100	remain	remain	VERB
aijes-7162	119	101	in	in	ADP
aijes-7162	119	102	their	their	PRON
aijes-7162	119	103	fields	field	NOUN
aijes-7162	119	104	domestically	domestically	ADV
aijes-7162	119	105	.	.	PUNCT
aijes-7162	120	1	the	the	DET
aijes-7162	120	2	problem	problem	NOUN
aijes-7162	120	3	is	be	AUX
aijes-7162	120	4	most	most	ADV
aijes-7162	120	5	pronounced	pronounce	VERB
aijes-7162	120	6	in	in	ADP
aijes-7162	120	7	healthcare	healthcare	PROPN
aijes-7162	120	8	,	,	PUNCT
aijes-7162	120	9	research	research	NOUN
aijes-7162	120	10	,	,	PUNCT
aijes-7162	120	11	and	and	CCONJ
aijes-7162	120	12	engineering	engineering	NOUN
aijes-7162	120	13	,	,	PUNCT
aijes-7162	120	14	where	where	SCONJ
aijes-7162	120	15	wages	wage	NOUN
aijes-7162	120	16	often	often	ADV
aijes-7162	120	17	do	do	AUX
aijes-7162	120	18	not	not	PART
aijes-7162	120	19	match	match	VERB
aijes-7162	120	20	the	the	DET
aijes-7162	120	21	skills	skill	NOUN
aijes-7162	120	22	,	,	PUNCT
aijes-7162	120	23	education	education	NOUN
aijes-7162	120	24	,	,	PUNCT
aijes-7162	120	25	or	or	CCONJ
aijes-7162	120	26	workload	workload	NOUN
aijes-7162	120	27	required	require	VERB
aijes-7162	120	28	for	for	ADP
aijes-7162	120	29	the	the	DET
aijes-7162	120	30	roles	role	NOUN
aijes-7162	120	31	.	.	PUNCT
aijes-7162	121	1	for	for	ADP
aijes-7162	121	2	example	example	NOUN
aijes-7162	121	3	,	,	PUNCT
aijes-7162	121	4	young	young	ADJ
aijes-7162	121	5	researchers	researcher	NOUN
aijes-7162	121	6	in	in	ADP
aijes-7162	121	7	physics	physics	NOUN
aijes-7162	121	8	,	,	PUNCT
aijes-7162	121	9	microbiology	microbiology	NOUN
aijes-7162	121	10	,	,	PUNCT
aijes-7162	121	11	and	and	CCONJ
aijes-7162	121	12	chemistry	chemistry	NOUN
aijes-7162	121	13	frequently	frequently	ADV
aijes-7162	121	14	leave	leave	VERB
aijes-7162	121	15	academia	academia	NOUN
aijes-7162	121	16	because	because	SCONJ
aijes-7162	121	17	entry	entry	NOUN
aijes-7162	121	18	-	-	PUNCT
aijes-7162	121	19	level	level	NOUN
aijes-7162	121	20	salaries	salary	NOUN
aijes-7162	121	21	are	be	AUX
aijes-7162	121	22	so	so	ADV
aijes-7162	121	23	low	low	ADJ
aijes-7162	121	24	that	that	SCONJ
aijes-7162	121	25	continuing	continue	VERB
aijes-7162	121	26	research	research	NOUN
aijes-7162	121	27	is	be	AUX
aijes-7162	121	28	financially	financially	ADV
aijes-7162	121	29	unsustainable	unsustainable	ADJ
aijes-7162	121	30	.	.	PUNCT
aijes-7162	122	1	healthcare	healthcare	NOUN
aijes-7162	122	2	professionals	professional	NOUN
aijes-7162	122	3	,	,	PUNCT
aijes-7162	122	4	particularly	particularly	ADV
aijes-7162	122	5	nurses	nurse	NOUN
aijes-7162	122	6	and	and	CCONJ
aijes-7162	122	7	therapeutic	therapeutic	ADJ
aijes-7162	122	8	specialists	specialist	NOUN
aijes-7162	122	9	,	,	PUNCT
aijes-7162	122	10	also	also	ADV
aijes-7162	122	11	cite	cite	VERB
aijes-7162	122	12	salary	salary	NOUN
aijes-7162	122	13	stagnation	stagnation	NOUN
aijes-7162	122	14	as	as	ADP
aijes-7162	122	15	a	a	DET
aijes-7162	122	16	key	key	ADJ
aijes-7162	122	17	reason	reason	NOUN
aijes-7162	122	18	for	for	ADP
aijes-7162	122	19	leaving	leave	VERB
aijes-7162	122	20	their	their	PRON
aijes-7162	122	21	fields	field	NOUN
aijes-7162	122	22	or	or	CCONJ
aijes-7162	122	23	switching	switch	VERB
aijes-7162	122	24	to	to	ADP
aijes-7162	122	25	higher	higher	ADV
aijes-7162	122	26	-	-	PUNCT
aijes-7162	122	27	paying	pay	VERB
aijes-7162	122	28	specialties	specialty	NOUN
aijes-7162	122	29	like	like	ADP
aijes-7162	122	30	plastic	plastic	NOUN
aijes-7162	122	31	surgery	surgery	NOUN
aijes-7162	122	32	.	.	PUNCT
aijes-7162	123	1	in	in	ADP
aijes-7162	123	2	it	it	PRON
aijes-7162	123	3	and	and	CCONJ
aijes-7162	123	4	ai	ai	VERB
aijes-7162	123	5	,	,	PUNCT
aijes-7162	123	6	while	while	SCONJ
aijes-7162	123	7	salaries	salary	NOUN
aijes-7162	123	8	are	be	AUX
aijes-7162	123	9	relatively	relatively	ADV
aijes-7162	123	10	higher	high	ADJ
aijes-7162	123	11	,	,	PUNCT
aijes-7162	123	12	they	they	PRON
aijes-7162	123	13	still	still	ADV
aijes-7162	123	14	can	can	AUX
aijes-7162	123	15	not	not	PART
aijes-7162	123	16	compete	compete	VERB
aijes-7162	123	17	with	with	ADP
aijes-7162	123	18	international	international	ADJ
aijes-7162	123	19	companies	company	NOUN
aijes-7162	123	20	,	,	PUNCT
aijes-7162	123	21	leading	lead	VERB
aijes-7162	123	22	to	to	ADP
aijes-7162	123	23	a	a	DET
aijes-7162	123	24	steady	steady	ADJ
aijes-7162	123	25	outflow	outflow	NOUN
aijes-7162	123	26	of	of	ADP
aijes-7162	123	27	mid	mid	PROPN
aijes-7162	123	28	-	-	ADJ
aijes-7162	123	29	to	to	ADP
aijes-7162	123	30	-	-	PUNCT
aijes-7162	123	31	senior	senior	ADJ
aijes-7162	123	32	level	level	NOUN
aijes-7162	123	33	professionals	professional	NOUN
aijes-7162	123	34	.	.	PUNCT
aijes-7162	124	1	respondents	respondent	NOUN
aijes-7162	124	2	also	also	ADV
aijes-7162	124	3	emphasize	emphasize	VERB
aijes-7162	124	4	the	the	DET
aijes-7162	124	5	lack	lack	NOUN
aijes-7162	124	6	of	of	ADP
aijes-7162	124	7	structured	structured	ADJ
aijes-7162	124	8	career	career	NOUN
aijes-7162	124	9	progression	progression	NOUN
aijes-7162	124	10	pathways	pathway	NOUN
aijes-7162	124	11	in	in	ADP
aijes-7162	124	12	many	many	ADJ
aijes-7162	124	13	industries	industry	NOUN
aijes-7162	124	14	.	.	PUNCT
aijes-7162	125	1	young	young	ADJ
aijes-7162	125	2	professionals	professional	NOUN
aijes-7162	125	3	often	often	ADV
aijes-7162	125	4	see	see	VERB
aijes-7162	125	5	few	few	ADJ
aijes-7162	125	6	opportunities	opportunity	NOUN
aijes-7162	125	7	for	for	ADP
aijes-7162	125	8	promotions	promotion	NOUN
aijes-7162	125	9	,	,	PUNCT
aijes-7162	125	10	professional	professional	ADJ
aijes-7162	125	11	training	training	NOUN
aijes-7162	125	12	,	,	PUNCT
aijes-7162	125	13	or	or	CCONJ
aijes-7162	125	14	leadership	leadership	NOUN
aijes-7162	125	15	roles	role	NOUN
aijes-7162	125	16	,	,	PUNCT
aijes-7162	125	17	making	make	VERB
aijes-7162	125	18	long	long	ADJ
aijes-7162	125	19	-	-	PUNCT
aijes-7162	125	20	term	term	NOUN
aijes-7162	125	21	career	career	NOUN
aijes-7162	125	22	growth	growth	NOUN
aijes-7162	125	23	in	in	ADP
aijes-7162	125	24	georgia	georgia	PROPN
aijes-7162	125	25	unattractive	unattractive	PROPN
aijes-7162	125	26	.	.	PUNCT
aijes-7162	126	1	engineering	engineering	NOUN
aijes-7162	126	2	and	and	CCONJ
aijes-7162	126	3	energy	energy	NOUN
aijes-7162	126	4	sector	sector	NOUN
aijes-7162	126	5	professionals	professional	NOUN
aijes-7162	126	6	specifically	specifically	ADV
aijes-7162	126	7	mention	mention	VERB
aijes-7162	126	8	that	that	SCONJ
aijes-7162	126	9	public	public	ADJ
aijes-7162	126	10	sector	sector	NOUN
aijes-7162	126	11	jobs	job	NOUN
aijes-7162	126	12	fail	fail	VERB
aijes-7162	126	13	to	to	PART
aijes-7162	126	14	attract	attract	VERB
aijes-7162	126	15	young	young	ADJ
aijes-7162	126	16	talent	talent	NOUN
aijes-7162	126	17	,	,	PUNCT
aijes-7162	126	18	as	as	SCONJ
aijes-7162	126	19	salaries	salary	NOUN
aijes-7162	126	20	remain	remain	VERB
aijes-7162	126	21	unchanged	unchanged	ADJ
aijes-7162	126	22	for	for	ADP
aijes-7162	126	23	years	year	NOUN
aijes-7162	126	24	,	,	PUNCT
aijes-7162	126	25	and	and	CCONJ
aijes-7162	126	26	career	career	NOUN
aijes-7162	126	27	development	development	NOUN
aijes-7162	126	28	programs	program	NOUN
aijes-7162	126	29	are	be	AUX
aijes-7162	126	30	either	either	CCONJ
aijes-7162	126	31	nonexistent	nonexistent	ADJ
aijes-7162	126	32	or	or	CCONJ
aijes-7162	126	33	poorly	poorly	ADV
aijes-7162	126	34	implemented	implement	VERB
aijes-7162	126	35	.	.	PUNCT
aijes-7162	127	1	without	without	ADP
aijes-7162	127	2	policy	policy	NOUN
aijes-7162	127	3	interventions	intervention	NOUN
aijes-7162	127	4	that	that	PRON
aijes-7162	127	5	increase	increase	VERB
aijes-7162	127	6	salaries	salary	NOUN
aijes-7162	127	7	and	and	CCONJ
aijes-7162	127	8	create	create	VERB
aijes-7162	127	9	clear	clear	ADJ
aijes-7162	127	10	career	career	NOUN
aijes-7162	127	11	advancement	advancement	NOUN
aijes-7162	127	12	structures	structure	NOUN
aijes-7162	127	13	,	,	PUNCT
aijes-7162	127	14	georgia	georgia	PROPN
aijes-7162	127	15	risks	risk	VERB
aijes-7162	127	16	continued	continue	VERB
aijes-7162	127	17	workforce	workforce	NOUN
aijes-7162	127	18	attrition	attrition	NOUN
aijes-7162	127	19	in	in	ADP
aijes-7162	127	20	critical	critical	ADJ
aijes-7162	127	21	stem	stem	NOUN
aijes-7162	127	22	sectors	sector	NOUN
aijes-7162	127	23	.	.	PUNCT
aijes-7162	128	1	mismatch	mismatch	NOUN
aijes-7162	128	2	between	between	ADP
aijes-7162	128	3	industry	industry	NOUN
aijes-7162	128	4	demand	demand	NOUN
aijes-7162	128	5	and	and	CCONJ
aijes-7162	128	6	workforce	workforce	NOUN
aijes-7162	128	7	skills	skill	NOUN
aijes-7162	128	8	respondents	respondent	NOUN
aijes-7162	128	9	identify	identify	VERB
aijes-7162	128	10	a	a	DET
aijes-7162	128	11	serious	serious	ADJ
aijes-7162	128	12	gap	gap	NOUN
aijes-7162	128	13	between	between	ADP
aijes-7162	128	14	stem	stem	NOUN
aijes-7162	128	15	education	education	NOUN
aijes-7162	128	16	and	and	CCONJ
aijes-7162	128	17	actual	actual	ADJ
aijes-7162	128	18	industry	industry	NOUN
aijes-7162	128	19	needs	need	NOUN
aijes-7162	128	20	,	,	PUNCT
aijes-7162	128	21	with	with	ADP
aijes-7162	128	22	many	many	ADJ
aijes-7162	128	23	graduates	graduate	NOUN
aijes-7162	128	24	entering	enter	VERB
aijes-7162	128	25	the	the	DET
aijes-7162	128	26	job	job	NOUN
aijes-7162	128	27	market	market	NOUN
aijes-7162	128	28	without	without	ADP
aijes-7162	128	29	the	the	DET
aijes-7162	128	30	necessary	necessary	ADJ
aijes-7162	128	31	practical	practical	ADJ
aijes-7162	128	32	skills	skill	NOUN
aijes-7162	128	33	.	.	PUNCT
aijes-7162	129	1	across	across	ADP
aijes-7162	129	2	multiple	multiple	ADJ
aijes-7162	129	3	sectors	sector	NOUN
aijes-7162	129	4	,	,	PUNCT
aijes-7162	129	5	employers	employer	NOUN
aijes-7162	129	6	report	report	VERB
aijes-7162	129	7	having	have	VERB
aijes-7162	129	8	to	to	PART
aijes-7162	129	9	invest	invest	VERB
aijes-7162	129	10	heavily	heavily	ADV
aijes-7162	129	11	in	in	ADP
aijes-7162	129	12	additional	additional	ADJ
aijes-7162	129	13	training	training	NOUN
aijes-7162	129	14	,	,	PUNCT
aijes-7162	129	15	as	as	SCONJ
aijes-7162	129	16	many	many	ADJ
aijes-7162	129	17	university	university	NOUN
aijes-7162	129	18	graduates	graduate	NOUN
aijes-7162	129	19	lack	lack	VERB
aijes-7162	129	20	real	real	ADJ
aijes-7162	129	21	-	-	PUNCT
aijes-7162	129	22	world	world	NOUN
aijes-7162	129	23	experience	experience	NOUN
aijes-7162	129	24	and	and	CCONJ
aijes-7162	129	25	technical	technical	ADJ
aijes-7162	129	26	expertise	expertise	NOUN
aijes-7162	129	27	required	require	VERB
aijes-7162	129	28	for	for	ADP
aijes-7162	129	29	their	their	PRON
aijes-7162	129	30	roles	role	NOUN
aijes-7162	129	31	.	.	PUNCT
aijes-7162	130	1	in	in	ADP
aijes-7162	130	2	it	it	PRON
aijes-7162	130	3	,	,	PUNCT
aijes-7162	130	4	this	this	DET
aijes-7162	130	5	issue	issue	NOUN
aijes-7162	130	6	is	be	AUX
aijes-7162	130	7	particularly	particularly	ADV
aijes-7162	130	8	visible	visible	ADJ
aijes-7162	130	9	in	in	ADP
aijes-7162	130	10	ai	ai	NOUN
aijes-7162	130	11	,	,	PUNCT
aijes-7162	130	12	data	data	NOUN
aijes-7162	130	13	science	science	NOUN
aijes-7162	130	14	,	,	PUNCT
aijes-7162	130	15	and	and	CCONJ
aijes-7162	130	16	cybersecurity	cybersecurity	NOUN
aijes-7162	130	17	,	,	PUNCT
aijes-7162	130	18	where	where	SCONJ
aijes-7162	130	19	university	university	NOUN
aijes-7162	130	20	curricula	curriculum	NOUN
aijes-7162	130	21	have	have	AUX
aijes-7162	130	22	not	not	PART
aijes-7162	130	23	kept	keep	VERB
aijes-7162	130	24	pace	pace	NOUN
aijes-7162	130	25	with	with	ADP
aijes-7162	130	26	technological	technological	ADJ
aijes-7162	130	27	advancements	advancement	NOUN
aijes-7162	130	28	.	.	PUNCT
aijes-7162	131	1	many	many	ADJ
aijes-7162	131	2	graduates	graduate	NOUN
aijes-7162	131	3	struggle	struggle	VERB
aijes-7162	131	4	with	with	ADP
aijes-7162	131	5	hands	hand	NOUN
aijes-7162	131	6	-	-	PUNCT
aijes-7162	131	7	on	on	ADP
aijes-7162	131	8	problem	problem	NOUN
aijes-7162	131	9	-	-	PUNCT
aijes-7162	131	10	solving	solve	VERB
aijes-7162	131	11	,	,	PUNCT
aijes-7162	131	12	forcing	force	VERB
aijes-7162	131	13	companies	company	NOUN
aijes-7162	131	14	to	to	PART
aijes-7162	131	15	spend	spend	VERB
aijes-7162	131	16	significant	significant	ADJ
aijes-7162	131	17	resources	resource	NOUN
aijes-7162	131	18	on	on	ADP
aijes-7162	131	19	internal	internal	ADJ
aijes-7162	131	20	training	training	NOUN
aijes-7162	131	21	programs	program	NOUN
aijes-7162	131	22	.	.	PUNCT
aijes-7162	132	1	similarly	similarly	ADV
aijes-7162	132	2	,	,	PUNCT
aijes-7162	132	3	engineering	engineering	NOUN
aijes-7162	132	4	and	and	CCONJ
aijes-7162	132	5	energy	energy	NOUN
aijes-7162	132	6	sector	sector	NOUN
aijes-7162	132	7	respondents	respondent	NOUN
aijes-7162	132	8	highlight	highlight	VERB
aijes-7162	132	9	that	that	SCONJ
aijes-7162	132	10	technical	technical	ADJ
aijes-7162	132	11	education	education	NOUN
aijes-7162	132	12	is	be	AUX
aijes-7162	132	13	outdated	outdate	VERB
aijes-7162	132	14	,	,	PUNCT
aijes-7162	132	15	and	and	CCONJ
aijes-7162	132	16	many	many	ADJ
aijes-7162	132	17	professionals	professional	NOUN
aijes-7162	132	18	graduate	graduate	VERB
aijes-7162	132	19	without	without	ADP
aijes-7162	132	20	exposure	exposure	NOUN
aijes-7162	132	21	to	to	ADP
aijes-7162	132	22	modern	modern	ADJ
aijes-7162	132	23	industrial	industrial	ADJ
aijes-7162	132	24	equipment	equipment	NOUN
aijes-7162	132	25	,	,	PUNCT
aijes-7162	132	26	hydropower	hydropower	NOUN
aijes-7162	132	27	infrastructure	infrastructure	NOUN
aijes-7162	132	28	,	,	PUNCT
aijes-7162	132	29	or	or	CCONJ
aijes-7162	132	30	automation	automation	NOUN
aijes-7162	132	31	technologies	technology	NOUN
aijes-7162	132	32	.	.	PUNCT
aijes-7162	133	1	healthcare	healthcare	NOUN
aijes-7162	133	2	professionals	professional	NOUN
aijes-7162	133	3	note	note	VERB
aijes-7162	133	4	that	that	SCONJ
aijes-7162	133	5	the	the	DET
aijes-7162	133	6	medical	medical	ADJ
aijes-7162	133	7	specialization	specialization	NOUN
aijes-7162	133	8	system	system	NOUN
aijes-7162	133	9	does	do	AUX
aijes-7162	133	10	not	not	PART
aijes-7162	133	11	align	align	VERB
aijes-7162	133	12	with	with	ADP
aijes-7162	133	13	sector	sector	NOUN
aijes-7162	133	14	demands	demand	NOUN
aijes-7162	133	15	,	,	PUNCT
aijes-7162	133	16	leading	lead	VERB
aijes-7162	133	17	to	to	ADP
aijes-7162	133	18	shortages	shortage	NOUN
aijes-7162	133	19	in	in	ADP
aijes-7162	133	20	therapeutic	therapeutic	ADJ
aijes-7162	133	21	medicine	medicine	NOUN
aijes-7162	133	22	and	and	CCONJ
aijes-7162	133	23	general	general	ADJ
aijes-7162	133	24	practitioners	practitioner	NOUN
aijes-7162	133	25	,	,	PUNCT
aijes-7162	133	26	while	while	SCONJ
aijes-7162	133	27	oversaturation	oversaturation	NOUN
aijes-7162	133	28	exists	exist	VERB
aijes-7162	133	29	in	in	ADP
aijes-7162	133	30	certain	certain	ADJ
aijes-7162	133	31	high	high	ADV
aijes-7162	133	32	-	-	PUNCT
aijes-7162	133	33	paying	pay	VERB
aijes-7162	133	34	specialties	specialty	NOUN
aijes-7162	133	35	.	.	PUNCT
aijes-7162	134	1	laboratory	laboratory	NOUN
aijes-7162	134	2	professionals	professional	NOUN
aijes-7162	134	3	also	also	ADV
aijes-7162	134	4	emphasize	emphasize	VERB
aijes-7162	134	5	that	that	SCONJ
aijes-7162	134	6	many	many	ADJ
aijes-7162	134	7	graduates	graduate	NOUN
aijes-7162	134	8	lack	lack	VERB
aijes-7162	134	9	fundamental	fundamental	ADJ
aijes-7162	134	10	laboratory	laboratory	NOUN
aijes-7162	134	11	skills	skill	NOUN
aijes-7162	134	12	,	,	PUNCT
aijes-7162	134	13	requiring	require	VERB
aijes-7162	134	14	additional	additional	ADJ
aijes-7162	134	15	inhouse	inhouse	NOUN
aijes-7162	134	16	training	training	NOUN
aijes-7162	134	17	.	.	PUNCT
aijes-7162	135	1	without	without	ADP
aijes-7162	135	2	curriculum	curriculum	NOUN
aijes-7162	135	3	modernization	modernization	NOUN
aijes-7162	135	4	,	,	PUNCT
aijes-7162	135	5	better	well	ADJ
aijes-7162	135	6	industry	industry	NOUN
aijes-7162	135	7	-	-	PUNCT
aijes-7162	135	8	university	university	NOUN
aijes-7162	135	9	collaboration	collaboration	NOUN
aijes-7162	135	10	,	,	PUNCT
aijes-7162	135	11	and	and	CCONJ
aijes-7162	135	12	improved	improved	ADJ
aijes-7162	135	13	certification	certification	NOUN
aijes-7162	135	14	processes	process	NOUN
aijes-7162	135	15	,	,	PUNCT
aijes-7162	135	16	georgia	georgia	PROPN
aijes-7162	135	17	’s	’s	PART
aijes-7162	135	18	stem	stem	NOUN
aijes-7162	135	19	graduates	graduate	NOUN
aijes-7162	135	20	will	will	AUX
aijes-7162	135	21	continue	continue	VERB
aijes-7162	135	22	to	to	PART
aijes-7162	135	23	face	face	VERB
aijes-7162	135	24	challenges	challenge	NOUN
aijes-7162	135	25	in	in	ADP
aijes-7162	135	26	meeting	meet	VERB
aijes-7162	135	27	labor	labor	NOUN
aijes-7162	135	28	market	market	NOUN
aijes-7162	135	29	demands	demand	NOUN
aijes-7162	135	30	.	.	PUNCT
aijes-7162	136	1	limited	limit	VERB
aijes-7162	136	2	stem	stem	NOUN
aijes-7162	136	3	awareness	awareness	NOUN
aijes-7162	136	4	and	and	CCONJ
aijes-7162	136	5	engagement	engagement	NOUN
aijes-7162	136	6	while	while	SCONJ
aijes-7162	136	7	awareness	awareness	NOUN
aijes-7162	136	8	of	of	ADP
aijes-7162	136	9	stem	stem	NOUN
aijes-7162	136	10	careers	career	NOUN
aijes-7162	136	11	has	have	AUX
aijes-7162	136	12	improved	improve	VERB
aijes-7162	136	13	,	,	PUNCT
aijes-7162	136	14	respondents	respondent	NOUN
aijes-7162	136	15	indicate	indicate	VERB
aijes-7162	136	16	that	that	SCONJ
aijes-7162	136	17	many	many	ADJ
aijes-7162	136	18	young	young	ADJ
aijes-7162	136	19	people	people	NOUN
aijes-7162	136	20	still	still	ADV
aijes-7162	136	21	lack	lack	VERB
aijes-7162	136	22	proper	proper	ADJ
aijes-7162	136	23	career	career	NOUN
aijes-7162	136	24	guidance	guidance	NOUN
aijes-7162	136	25	,	,	PUNCT
aijes-7162	136	26	leading	lead	VERB
aijes-7162	136	27	to	to	ADP
aijes-7162	136	28	imbalances	imbalance	NOUN
aijes-7162	136	29	in	in	ADP
aijes-7162	136	30	sector	sector	NOUN
aijes-7162	136	31	growth	growth	NOUN
aijes-7162	136	32	.	.	PUNCT
aijes-7162	137	1	certain	certain	ADJ
aijes-7162	137	2	fields	field	NOUN
aijes-7162	137	3	,	,	PUNCT
aijes-7162	137	4	such	such	ADJ
aijes-7162	137	5	as	as	ADP
aijes-7162	137	6	it	it	PRON
aijes-7162	137	7	,	,	PUNCT
aijes-7162	137	8	have	have	AUX
aijes-7162	137	9	benefited	benefit	VERB
aijes-7162	137	10	from	from	ADP
aijes-7162	137	11	strong	strong	ADJ
aijes-7162	137	12	marketing	marketing	NOUN
aijes-7162	137	13	and	and	CCONJ
aijes-7162	137	14	educational	educational	ADJ
aijes-7162	137	15	programs	program	NOUN
aijes-7162	137	16	,	,	PUNCT
aijes-7162	137	17	leading	lead	VERB
aijes-7162	137	18	to	to	ADP
aijes-7162	137	19	an	an	DET
aijes-7162	137	20	influx	influx	NOUN
aijes-7162	137	21	of	of	ADP
aijes-7162	137	22	students	student	NOUN
aijes-7162	137	23	.	.	PUNCT
aijes-7162	138	1	however	however	ADV
aijes-7162	138	2	,	,	PUNCT
aijes-7162	138	3	other	other	ADJ
aijes-7162	138	4	critical	critical	ADJ
aijes-7162	138	5	stem	stem	NOUN
aijes-7162	138	6	fields	field	NOUN
aijes-7162	138	7	—	—	PUNCT
aijes-7162	138	8	such	such	ADJ
aijes-7162	138	9	as	as	ADP
aijes-7162	138	10	renewable	renewable	ADJ
aijes-7162	138	11	energy	energy	NOUN
aijes-7162	138	12	,	,	PUNCT
aijes-7162	138	13	microbiology	microbiology	NOUN
aijes-7162	138	14	,	,	PUNCT
aijes-7162	138	15	and	and	CCONJ
aijes-7162	138	16	industrial	industrial	ADJ
aijes-7162	138	17	engineering	engineering	NOUN
aijes-7162	138	18	—	—	PUNCT
aijes-7162	138	19	struggle	struggle	VERB
aijes-7162	138	20	to	to	PART
aijes-7162	138	21	attract	attract	VERB
aijes-7162	138	22	young	young	ADJ
aijes-7162	138	23	talent	talent	NOUN
aijes-7162	138	24	due	due	ADP
aijes-7162	138	25	to	to	ADP
aijes-7162	138	26	a	a	DET
aijes-7162	138	27	lack	lack	NOUN
aijes-7162	138	28	of	of	ADP
aijes-7162	138	29	visibility	visibility	NOUN
aijes-7162	138	30	and	and	CCONJ
aijes-7162	138	31	outreach	outreach	NOUN
aijes-7162	138	32	efforts	effort	NOUN
aijes-7162	138	33	.	.	PUNCT
aijes-7162	139	1	respondents	respondent	NOUN
aijes-7162	139	2	stress	stress	VERB
aijes-7162	139	3	that	that	SCONJ
aijes-7162	139	4	many	many	ADJ
aijes-7162	139	5	students	student	NOUN
aijes-7162	139	6	choose	choose	VERB
aijes-7162	139	7	quick	quick	ADJ
aijes-7162	139	8	certification	certification	NOUN
aijes-7162	139	9	programs	program	NOUN
aijes-7162	139	10	instead	instead	ADV
aijes-7162	139	11	of	of	ADP
aijes-7162	139	12	building	build	VERB
aijes-7162	139	13	a	a	DET
aijes-7162	139	14	strong	strong	ADJ
aijes-7162	139	15	foundation	foundation	NOUN
aijes-7162	139	16	in	in	ADP
aijes-7162	139	17	stem	stem	NOUN
aijes-7162	139	18	education	education	NOUN
aijes-7162	139	19	,	,	PUNCT
aijes-7162	139	20	often	often	ADV
aijes-7162	139	21	entering	enter	VERB
aijes-7162	139	22	the	the	DET
aijes-7162	139	23	workforce	workforce	NOUN
aijes-7162	139	24	with	with	ADP
aijes-7162	139	25	insufficient	insufficient	ADJ
aijes-7162	139	26	skills	skill	NOUN
aijes-7162	139	27	for	for	ADP
aijes-7162	139	28	long	long	ADJ
aijes-7162	139	29	-	-	PUNCT
aijes-7162	139	30	term	term	NOUN
aijes-7162	139	31	career	career	NOUN
aijes-7162	139	32	success	success	NOUN
aijes-7162	139	33	.	.	PUNCT
aijes-7162	140	1	this	this	PRON
aijes-7162	140	2	creates	create	VERB
aijes-7162	140	3	an	an	DET
aijes-7162	140	4	oversupply	oversupply	NOUN
aijes-7162	140	5	of	of	ADP
aijes-7162	140	6	junior	junior	ADJ
aijes-7162	140	7	professionals	professional	NOUN
aijes-7162	140	8	in	in	ADP
aijes-7162	140	9	some	some	DET
aijes-7162	140	10	areas	area	NOUN
aijes-7162	140	11	while	while	SCONJ
aijes-7162	140	12	leaving	leave	VERB
aijes-7162	140	13	critical	critical	ADJ
aijes-7162	140	14	gaps	gap	NOUN
aijes-7162	140	15	in	in	ADP
aijes-7162	140	16	others	other	NOUN
aijes-7162	140	17	.	.	PUNCT
aijes-7162	141	1	some	some	DET
aijes-7162	141	2	professionals	professional	NOUN
aijes-7162	141	3	argue	argue	VERB
aijes-7162	141	4	that	that	SCONJ
aijes-7162	141	5	early	early	ADJ
aijes-7162	141	6	engagement	engagement	NOUN
aijes-7162	141	7	programs	program	NOUN
aijes-7162	141	8	in	in	ADP
aijes-7162	141	9	schools	school	NOUN
aijes-7162	141	10	,	,	PUNCT
aijes-7162	141	11	industry	industry	NOUN
aijes-7162	141	12	partnerships	partnership	NOUN
aijes-7162	141	13	,	,	PUNCT
aijes-7162	141	14	and	and	CCONJ
aijes-7162	141	15	better	well	ADJ
aijes-7162	141	16	career	career	NOUN
aijes-7162	141	17	guidance	guidance	NOUN
aijes-7162	141	18	could	could	AUX
aijes-7162	141	19	help	help	VERB
aijes-7162	141	20	direct	direct	VERB
aijes-7162	141	21	students	student	NOUN
aijes-7162	141	22	toward	toward	ADP
aijes-7162	141	23	sustainable	sustainable	ADJ
aijes-7162	141	24	career	career	NOUN
aijes-7162	141	25	paths	path	NOUN
aijes-7162	141	26	in	in	ADP
aijes-7162	141	27	underrepresented	underrepresented	ADJ
aijes-7162	141	28	stem	stem	NOUN
aijes-7162	141	29	fields	field	NOUN
aijes-7162	141	30	.	.	PUNCT
aijes-7162	142	1	323	323	NUM
aijes-7162	142	2	gender	gender	NOUN
aijes-7162	142	3	disparities	disparity	NOUN
aijes-7162	142	4	in	in	ADP
aijes-7162	142	5	stem	stem	NOUN
aijes-7162	142	6	it	it	PRON
aijes-7162	142	7	manifest	manifest	VERB
aijes-7162	142	8	differently	differently	ADV
aijes-7162	142	9	across	across	ADP
aijes-7162	142	10	industries	industry	NOUN
aijes-7162	142	11	,	,	PUNCT
aijes-7162	142	12	but	but	CCONJ
aijes-7162	142	13	respondents	respondent	NOUN
aijes-7162	142	14	agree	agree	VERB
aijes-7162	142	15	that	that	SCONJ
aijes-7162	142	16	structural	structural	ADJ
aijes-7162	142	17	barriers	barrier	NOUN
aijes-7162	142	18	still	still	ADV
aijes-7162	142	19	limit	limit	VERB
aijes-7162	142	20	gender	gender	NOUN
aijes-7162	142	21	equality	equality	NOUN
aijes-7162	142	22	in	in	ADP
aijes-7162	142	23	leadership	leadership	NOUN
aijes-7162	142	24	roles	role	NOUN
aijes-7162	142	25	.	.	PUNCT
aijes-7162	143	1	in	in	ADP
aijes-7162	143	2	some	some	DET
aijes-7162	143	3	fields	field	NOUN
aijes-7162	143	4	,	,	PUNCT
aijes-7162	143	5	such	such	ADJ
aijes-7162	143	6	as	as	ADP
aijes-7162	143	7	healthcare	healthcare	NOUN
aijes-7162	143	8	and	and	CCONJ
aijes-7162	143	9	laboratory	laboratory	NOUN
aijes-7162	143	10	sciences	science	NOUN
aijes-7162	143	11	,	,	PUNCT
aijes-7162	143	12	women	woman	NOUN
aijes-7162	143	13	make	make	VERB
aijes-7162	143	14	up	up	ADP
aijes-7162	143	15	the	the	DET
aijes-7162	143	16	majority	majority	NOUN
aijes-7162	143	17	of	of	ADP
aijes-7162	143	18	entry	entry	NOUN
aijes-7162	143	19	-	-	PUNCT
aijes-7162	143	20	level	level	NOUN
aijes-7162	143	21	positions	position	NOUN
aijes-7162	143	22	,	,	PUNCT
aijes-7162	143	23	but	but	CCONJ
aijes-7162	143	24	men	man	NOUN
aijes-7162	143	25	dominate	dominate	VERB
aijes-7162	143	26	leadership	leadership	NOUN
aijes-7162	143	27	roles	role	NOUN
aijes-7162	143	28	,	,	PUNCT
aijes-7162	143	29	creating	create	VERB
aijes-7162	143	30	barriers	barrier	NOUN
aijes-7162	143	31	to	to	ADP
aijes-7162	143	32	career	career	NOUN
aijes-7162	143	33	progression	progression	NOUN
aijes-7162	143	34	.	.	PUNCT
aijes-7162	144	1	respondents	respondent	NOUN
aijes-7162	144	2	in	in	ADP
aijes-7162	144	3	laboratory	laboratory	NOUN
aijes-7162	144	4	sciences	science	NOUN
aijes-7162	144	5	emphasize	emphasize	VERB
aijes-7162	144	6	that	that	SCONJ
aijes-7162	144	7	despite	despite	SCONJ
aijes-7162	144	8	women	woman	NOUN
aijes-7162	144	9	being	be	AUX
aijes-7162	144	10	well	well	ADV
aijes-7162	144	11	-	-	PUNCT
aijes-7162	144	12	represented	represent	VERB
aijes-7162	144	13	in	in	ADP
aijes-7162	144	14	technical	technical	ADJ
aijes-7162	144	15	roles	role	NOUN
aijes-7162	144	16	,	,	PUNCT
aijes-7162	144	17	decision	decision	NOUN
aijes-7162	144	18	-	-	PUNCT
aijes-7162	144	19	making	make	VERB
aijes-7162	144	20	positions	position	NOUN
aijes-7162	144	21	in	in	ADP
aijes-7162	144	22	research	research	NOUN
aijes-7162	144	23	institutions	institution	NOUN
aijes-7162	144	24	remain	remain	AUX
aijes-7162	144	25	largely	largely	ADV
aijes-7162	144	26	maledominated	maledominate	VERB
aijes-7162	144	27	.	.	PUNCT
aijes-7162	145	1	in	in	ADP
aijes-7162	145	2	it	it	PRON
aijes-7162	145	3	and	and	CCONJ
aijes-7162	145	4	engineering	engineering	NOUN
aijes-7162	145	5	,	,	PUNCT
aijes-7162	145	6	the	the	DET
aijes-7162	145	7	underrepresentation	underrepresentation	NOUN
aijes-7162	145	8	of	of	ADP
aijes-7162	145	9	women	woman	NOUN
aijes-7162	145	10	in	in	ADP
aijes-7162	145	11	technical	technical	ADJ
aijes-7162	145	12	roles	role	NOUN
aijes-7162	145	13	is	be	AUX
aijes-7162	145	14	more	more	ADV
aijes-7162	145	15	pronounced	pronounced	ADJ
aijes-7162	145	16	.	.	PUNCT
aijes-7162	146	1	despite	despite	SCONJ
aijes-7162	146	2	ongoing	ongoing	ADJ
aijes-7162	146	3	efforts	effort	NOUN
aijes-7162	146	4	to	to	PART
aijes-7162	146	5	increase	increase	VERB
aijes-7162	146	6	female	female	ADJ
aijes-7162	146	7	participation	participation	NOUN
aijes-7162	146	8	in	in	ADP
aijes-7162	146	9	software	software	NOUN
aijes-7162	146	10	development	development	NOUN
aijes-7162	146	11	,	,	PUNCT
aijes-7162	146	12	ai	ai	VERB
aijes-7162	146	13	,	,	PUNCT
aijes-7162	146	14	and	and	CCONJ
aijes-7162	146	15	hydropower	hydropower	NOUN
aijes-7162	146	16	engineering	engineering	NOUN
aijes-7162	146	17	,	,	PUNCT
aijes-7162	146	18	respondents	respondent	NOUN
aijes-7162	146	19	state	state	VERB
aijes-7162	146	20	that	that	SCONJ
aijes-7162	146	21	cultural	cultural	ADJ
aijes-7162	146	22	perceptions	perception	NOUN
aijes-7162	146	23	and	and	CCONJ
aijes-7162	146	24	a	a	DET
aijes-7162	146	25	lack	lack	NOUN
aijes-7162	146	26	of	of	ADP
aijes-7162	146	27	mentorship	mentorship	NOUN
aijes-7162	146	28	opportunities	opportunity	NOUN
aijes-7162	146	29	still	still	ADV
aijes-7162	146	30	discourage	discourage	VERB
aijes-7162	146	31	many	many	ADJ
aijes-7162	146	32	women	woman	NOUN
aijes-7162	146	33	from	from	ADP
aijes-7162	146	34	pursuing	pursue	VERB
aijes-7162	146	35	stem	stem	NOUN
aijes-7162	146	36	careers	career	NOUN
aijes-7162	146	37	.	.	PUNCT
aijes-7162	147	1	the	the	DET
aijes-7162	147	2	healthcare	healthcare	PROPN
aijes-7162	147	3	sector	sector	NOUN
aijes-7162	147	4	presents	present	VERB
aijes-7162	147	5	an	an	DET
aijes-7162	147	6	interesting	interesting	ADJ
aijes-7162	147	7	contrast	contrast	NOUN
aijes-7162	147	8	:	:	PUNCT
aijes-7162	147	9	while	while	SCONJ
aijes-7162	147	10	nursing	nursing	NOUN
aijes-7162	147	11	is	be	AUX
aijes-7162	147	12	a	a	DET
aijes-7162	147	13	female	female	NOUN
aijes-7162	147	14	-	-	PUNCT
aijes-7162	147	15	dominated	dominate	VERB
aijes-7162	147	16	field	field	NOUN
aijes-7162	147	17	,	,	PUNCT
aijes-7162	147	18	men	man	NOUN
aijes-7162	147	19	are	be	AUX
aijes-7162	147	20	significantly	significantly	ADV
aijes-7162	147	21	underrepresented	underrepresented	ADJ
aijes-7162	147	22	due	due	ADP
aijes-7162	147	23	to	to	ADP
aijes-7162	147	24	social	social	ADJ
aijes-7162	147	25	stigma	stigma	NOUN
aijes-7162	147	26	and	and	CCONJ
aijes-7162	147	27	traditional	traditional	ADJ
aijes-7162	147	28	gender	gender	NOUN
aijes-7162	147	29	roles	role	NOUN
aijes-7162	147	30	.	.	PUNCT
aijes-7162	148	1	addressing	address	VERB
aijes-7162	148	2	these	these	DET
aijes-7162	148	3	disparities	disparity	NOUN
aijes-7162	148	4	requires	require	VERB
aijes-7162	148	5	structural	structural	ADJ
aijes-7162	148	6	policy	policy	NOUN
aijes-7162	148	7	changes	change	NOUN
aijes-7162	148	8	,	,	PUNCT
aijes-7162	148	9	mentorship	mentorship	NOUN
aijes-7162	148	10	programs	program	NOUN
aijes-7162	148	11	,	,	PUNCT
aijes-7162	148	12	and	and	CCONJ
aijes-7162	148	13	targeted	target	VERB
aijes-7162	148	14	initiatives	initiative	NOUN
aijes-7162	148	15	to	to	PART
aijes-7162	148	16	promote	promote	VERB
aijes-7162	148	17	greater	great	ADJ
aijes-7162	148	18	gender	gender	NOUN
aijes-7162	148	19	diversity	diversity	NOUN
aijes-7162	148	20	in	in	ADP
aijes-7162	148	21	stem	stem	NOUN
aijes-7162	148	22	careers	career	NOUN
aijes-7162	148	23	.	.	PUNCT
aijes-7162	149	1	regional	regional	ADJ
aijes-7162	149	2	disparities	disparity	NOUN
aijes-7162	149	3	in	in	ADP
aijes-7162	149	4	stem	stem	NOUN
aijes-7162	149	5	access	access	NOUN
aijes-7162	149	6	to	to	ADP
aijes-7162	149	7	stem	stem	VERB
aijes-7162	149	8	education	education	NOUN
aijes-7162	149	9	and	and	CCONJ
aijes-7162	149	10	career	career	NOUN
aijes-7162	149	11	opportunities	opportunity	NOUN
aijes-7162	149	12	remains	remain	VERB
aijes-7162	149	13	highly	highly	ADV
aijes-7162	149	14	concentrated	concentrated	ADJ
aijes-7162	149	15	in	in	ADP
aijes-7162	149	16	urban	urban	ADJ
aijes-7162	149	17	centers	center	NOUN
aijes-7162	149	18	,	,	PUNCT
aijes-7162	149	19	with	with	ADP
aijes-7162	149	20	respondents	respondent	NOUN
aijes-7162	149	21	highlighting	highlight	VERB
aijes-7162	149	22	severe	severe	ADJ
aijes-7162	149	23	workforce	workforce	NOUN
aijes-7162	149	24	shortages	shortage	NOUN
aijes-7162	149	25	in	in	ADP
aijes-7162	149	26	rural	rural	ADJ
aijes-7162	149	27	areas	area	NOUN
aijes-7162	149	28	.	.	PUNCT
aijes-7162	150	1	schools	school	NOUN
aijes-7162	150	2	outside	outside	ADP
aijes-7162	150	3	major	major	ADJ
aijes-7162	150	4	cities	city	NOUN
aijes-7162	150	5	often	often	ADV
aijes-7162	150	6	lack	lack	VERB
aijes-7162	150	7	high	high	ADJ
aijes-7162	150	8	-	-	PUNCT
aijes-7162	150	9	speed	speed	NOUN
aijes-7162	150	10	internet	internet	NOUN
aijes-7162	150	11	,	,	PUNCT
aijes-7162	150	12	laboratory	laboratory	NOUN
aijes-7162	150	13	facilities	facility	NOUN
aijes-7162	150	14	,	,	PUNCT
aijes-7162	150	15	and	and	CCONJ
aijes-7162	150	16	trained	train	VERB
aijes-7162	150	17	educators	educator	NOUN
aijes-7162	150	18	,	,	PUNCT
aijes-7162	150	19	making	make	VERB
aijes-7162	150	20	it	it	PRON
aijes-7162	150	21	difficult	difficult	ADJ
aijes-7162	150	22	for	for	SCONJ
aijes-7162	150	23	students	student	NOUN
aijes-7162	150	24	to	to	PART
aijes-7162	150	25	pursue	pursue	VERB
aijes-7162	150	26	stem	stem	NOUN
aijes-7162	150	27	careers	career	NOUN
aijes-7162	150	28	outside	outside	ADV
aijes-7162	150	29	of	of	ADP
aijes-7162	150	30	tbilisi	tbilisi	PROPN
aijes-7162	150	31	and	and	CCONJ
aijes-7162	150	32	major	major	ADJ
aijes-7162	150	33	regional	regional	ADJ
aijes-7162	150	34	hubs	hub	NOUN
aijes-7162	150	35	.	.	PUNCT
aijes-7162	151	1	in	in	ADP
aijes-7162	151	2	the	the	DET
aijes-7162	151	3	energy	energy	NOUN
aijes-7162	151	4	and	and	CCONJ
aijes-7162	151	5	engineering	engineering	NOUN
aijes-7162	151	6	sectors	sector	NOUN
aijes-7162	151	7	,	,	PUNCT
aijes-7162	151	8	respondents	respondent	NOUN
aijes-7162	151	9	stress	stress	VERB
aijes-7162	151	10	that	that	SCONJ
aijes-7162	151	11	the	the	DET
aijes-7162	151	12	absence	absence	NOUN
aijes-7162	151	13	of	of	ADP
aijes-7162	151	14	regional	regional	ADJ
aijes-7162	151	15	training	training	NOUN
aijes-7162	151	16	centers	center	NOUN
aijes-7162	151	17	has	have	AUX
aijes-7162	151	18	created	create	VERB
aijes-7162	151	19	critical	critical	ADJ
aijes-7162	151	20	skill	skill	NOUN
aijes-7162	151	21	shortages	shortage	NOUN
aijes-7162	151	22	,	,	PUNCT
aijes-7162	151	23	making	make	VERB
aijes-7162	151	24	it	it	PRON
aijes-7162	151	25	difficult	difficult	ADJ
aijes-7162	151	26	to	to	PART
aijes-7162	151	27	implement	implement	VERB
aijes-7162	151	28	infrastructure	infrastructure	NOUN
aijes-7162	151	29	projects	project	NOUN
aijes-7162	151	30	in	in	ADP
aijes-7162	151	31	rural	rural	ADJ
aijes-7162	151	32	areas	area	NOUN
aijes-7162	151	33	.	.	PUNCT
aijes-7162	152	1	it	it	PRON
aijes-7162	152	2	professionals	professional	NOUN
aijes-7162	152	3	note	note	VERB
aijes-7162	152	4	that	that	SCONJ
aijes-7162	152	5	rural	rural	ADJ
aijes-7162	152	6	students	student	NOUN
aijes-7162	152	7	lack	lack	VERB
aijes-7162	152	8	access	access	NOUN
aijes-7162	152	9	to	to	ADP
aijes-7162	152	10	proper	proper	ADJ
aijes-7162	152	11	digital	digital	ADJ
aijes-7162	152	12	education	education	NOUN
aijes-7162	152	13	,	,	PUNCT
aijes-7162	152	14	limiting	limit	VERB
aijes-7162	152	15	their	their	PRON
aijes-7162	152	16	ability	ability	NOUN
aijes-7162	152	17	to	to	PART
aijes-7162	152	18	enter	enter	VERB
aijes-7162	152	19	high	high	ADJ
aijes-7162	152	20	-	-	PUNCT
aijes-7162	152	21	demand	demand	NOUN
aijes-7162	152	22	fields	field	NOUN
aijes-7162	152	23	like	like	ADP
aijes-7162	152	24	software	software	NOUN
aijes-7162	152	25	engineering	engineering	NOUN
aijes-7162	152	26	and	and	CCONJ
aijes-7162	152	27	cybersecurity	cybersecurity	NOUN
aijes-7162	152	28	.	.	PUNCT
aijes-7162	153	1	additionally	additionally	ADV
aijes-7162	153	2	,	,	PUNCT
aijes-7162	153	3	healthcare	healthcare	NOUN
aijes-7162	153	4	respondents	respondent	NOUN
aijes-7162	153	5	point	point	VERB
aijes-7162	153	6	out	out	ADP
aijes-7162	153	7	that	that	SCONJ
aijes-7162	153	8	regional	regional	ADJ
aijes-7162	153	9	hospitals	hospital	NOUN
aijes-7162	153	10	struggle	struggle	VERB
aijes-7162	153	11	to	to	PART
aijes-7162	153	12	attract	attract	VERB
aijes-7162	153	13	and	and	CCONJ
aijes-7162	153	14	retain	retain	VERB
aijes-7162	153	15	skilled	skilled	ADJ
aijes-7162	153	16	medical	medical	ADJ
aijes-7162	153	17	professionals	professional	NOUN
aijes-7162	153	18	,	,	PUNCT
aijes-7162	153	19	worsening	worsen	VERB
aijes-7162	153	20	the	the	DET
aijes-7162	153	21	gap	gap	NOUN
aijes-7162	153	22	between	between	ADP
aijes-7162	153	23	urban	urban	ADJ
aijes-7162	153	24	and	and	CCONJ
aijes-7162	153	25	rural	rural	ADJ
aijes-7162	153	26	healthcare	healthcare	NOUN
aijes-7162	153	27	services	service	NOUN
aijes-7162	153	28	.	.	PUNCT
aijes-7162	154	1	without	without	ADP
aijes-7162	154	2	targeted	target	VERB
aijes-7162	154	3	investment	investment	NOUN
aijes-7162	154	4	in	in	ADP
aijes-7162	154	5	regional	regional	ADJ
aijes-7162	154	6	education	education	NOUN
aijes-7162	154	7	programs	program	NOUN
aijes-7162	154	8	,	,	PUNCT
aijes-7162	154	9	workforce	workforce	NOUN
aijes-7162	154	10	incentives	incentive	NOUN
aijes-7162	154	11	,	,	PUNCT
aijes-7162	154	12	and	and	CCONJ
aijes-7162	154	13	infrastructure	infrastructure	NOUN
aijes-7162	154	14	development	development	NOUN
aijes-7162	154	15	,	,	PUNCT
aijes-7162	154	16	these	these	DET
aijes-7162	154	17	disparities	disparity	NOUN
aijes-7162	154	18	will	will	AUX
aijes-7162	154	19	continue	continue	VERB
aijes-7162	154	20	to	to	PART
aijes-7162	154	21	hinder	hinder	VERB
aijes-7162	154	22	economic	economic	ADJ
aijes-7162	154	23	growth	growth	NOUN
aijes-7162	154	24	and	and	CCONJ
aijes-7162	154	25	stem	stem	NOUN
aijes-7162	154	26	sector	sector	NOUN
aijes-7162	154	27	expansion	expansion	NOUN
aijes-7162	154	28	outside	outside	ADP
aijes-7162	154	29	major	major	ADJ
aijes-7162	154	30	cities	city	NOUN
aijes-7162	154	31	.	.	PUNCT
aijes-7162	155	1	table	table	NOUN
aijes-7162	155	2	4	4	NUM
aijes-7162	155	3	.	.	PUNCT
aijes-7162	155	4	key	key	ADJ
aijes-7162	155	5	research	research	NOUN
aijes-7162	155	6	findings	finding	NOUN
aijes-7162	155	7	for	for	ADP
aijes-7162	155	8	each	each	DET
aijes-7162	155	9	challenge	challenge	NOUN
aijes-7162	155	10	talent	talent	NOUN
aijes-7162	155	11	drain	drain	NOUN
aijes-7162	155	12	it	it	PRON
aijes-7162	155	13	and	and	CCONJ
aijes-7162	155	14	ai	ai	VERB
aijes-7162	155	15	professionals	professional	NOUN
aijes-7162	155	16	remain	remain	VERB
aijes-7162	155	17	in	in	ADP
aijes-7162	155	18	georgia	georgia	PROPN
aijes-7162	155	19	but	but	CCONJ
aijes-7162	155	20	work	work	VERB
aijes-7162	155	21	remotely	remotely	ADV
aijes-7162	155	22	for	for	ADP
aijes-7162	155	23	international	international	ADJ
aijes-7162	155	24	companies	company	NOUN
aijes-7162	155	25	,	,	PUNCT
aijes-7162	155	26	bypassing	bypass	VERB
aijes-7162	155	27	local	local	ADJ
aijes-7162	155	28	employers	employer	NOUN
aijes-7162	155	29	.	.	PUNCT
aijes-7162	156	1	healthcare	healthcare	NOUN
aijes-7162	156	2	and	and	CCONJ
aijes-7162	156	3	nursing	nursing	NOUN
aijes-7162	156	4	professionals	professional	NOUN
aijes-7162	156	5	migrate	migrate	VERB
aijes-7162	156	6	to	to	ADP
aijes-7162	156	7	europe	europe	PROPN
aijes-7162	156	8	due	due	ADP
aijes-7162	156	9	to	to	ADP
aijes-7162	156	10	significantly	significantly	ADV
aijes-7162	156	11	higher	high	ADJ
aijes-7162	156	12	salaries	salary	NOUN
aijes-7162	156	13	.	.	PUNCT
aijes-7162	157	1	research	research	NOUN
aijes-7162	157	2	talent	talent	NOUN
aijes-7162	157	3	leaves	leave	NOUN
aijes-7162	157	4	due	due	ADJ
aijes-7162	157	5	to	to	ADP
aijes-7162	157	6	lack	lack	NOUN
aijes-7162	157	7	of	of	ADP
aijes-7162	157	8	funding	funding	NOUN
aijes-7162	157	9	and	and	CCONJ
aijes-7162	157	10	career	career	NOUN
aijes-7162	157	11	opportunities	opportunity	NOUN
aijes-7162	157	12	.	.	PUNCT
aijes-7162	158	1	georgia	georgia	PROPN
aijes-7162	158	2	failed	fail	VERB
aijes-7162	158	3	to	to	PART
aijes-7162	158	4	retain	retain	VERB
aijes-7162	158	5	international	international	ADJ
aijes-7162	158	6	specialists	specialist	NOUN
aijes-7162	158	7	who	who	PRON
aijes-7162	158	8	arrived	arrive	VERB
aijes-7162	158	9	during	during	ADP
aijes-7162	158	10	geopolitical	geopolitical	ADJ
aijes-7162	158	11	shifts	shift	NOUN
aijes-7162	158	12	.	.	PUNCT
aijes-7162	159	1	low	low	ADJ
aijes-7162	159	2	salaries	salary	NOUN
aijes-7162	159	3	and	and	CCONJ
aijes-7162	159	4	limited	limited	ADJ
aijes-7162	159	5	career	career	NOUN
aijes-7162	159	6	growth	growth	NOUN
aijes-7162	159	7	salaries	salary	NOUN
aijes-7162	159	8	are	be	AUX
aijes-7162	159	9	not	not	PART
aijes-7162	159	10	competitive	competitive	ADJ
aijes-7162	159	11	with	with	ADP
aijes-7162	159	12	international	international	ADJ
aijes-7162	159	13	markets	market	NOUN
aijes-7162	159	14	,	,	PUNCT
aijes-7162	159	15	leading	lead	VERB
aijes-7162	159	16	to	to	ADP
aijes-7162	159	17	workforce	workforce	PROPN
aijes-7162	159	18	attrition	attrition	NOUN
aijes-7162	159	19	.	.	PUNCT
aijes-7162	160	1	career	career	NOUN
aijes-7162	160	2	progression	progression	NOUN
aijes-7162	160	3	pathways	pathway	NOUN
aijes-7162	160	4	are	be	AUX
aijes-7162	160	5	unclear	unclear	ADJ
aijes-7162	160	6	in	in	ADP
aijes-7162	160	7	engineering	engineering	NOUN
aijes-7162	160	8	,	,	PUNCT
aijes-7162	160	9	healthcare	healthcare	PROPN
aijes-7162	160	10	,	,	PUNCT
aijes-7162	160	11	and	and	CCONJ
aijes-7162	160	12	research	research	NOUN
aijes-7162	160	13	.	.	PUNCT
aijes-7162	161	1	public	public	ADJ
aijes-7162	161	2	sector	sector	NOUN
aijes-7162	161	3	jobs	job	NOUN
aijes-7162	161	4	fail	fail	VERB
aijes-7162	161	5	to	to	PART
aijes-7162	161	6	attract	attract	VERB
aijes-7162	161	7	young	young	ADJ
aijes-7162	161	8	professionals	professional	NOUN
aijes-7162	161	9	due	due	ADJ
aijes-7162	161	10	to	to	ADP
aijes-7162	161	11	stagnant	stagnant	ADJ
aijes-7162	161	12	wages	wage	NOUN
aijes-7162	161	13	.	.	PUNCT
aijes-7162	162	1	mismatch	mismatch	NOUN
aijes-7162	162	2	between	between	ADP
aijes-7162	162	3	industry	industry	NOUN
aijes-7162	162	4	demand	demand	NOUN
aijes-7162	162	5	and	and	CCONJ
aijes-7162	162	6	workforce	workforce	NOUN
aijes-7162	162	7	skills	skill	NOUN
aijes-7162	162	8	graduates	graduate	NOUN
aijes-7162	162	9	often	often	ADV
aijes-7162	162	10	lack	lack	VERB
aijes-7162	162	11	hands	hand	NOUN
aijes-7162	162	12	-	-	PUNCT
aijes-7162	162	13	on	on	ADP
aijes-7162	162	14	experience	experience	NOUN
aijes-7162	162	15	and	and	CCONJ
aijes-7162	162	16	require	require	VERB
aijes-7162	162	17	additional	additional	ADJ
aijes-7162	162	18	training	training	NOUN
aijes-7162	162	19	.	.	PUNCT
aijes-7162	163	1	university	university	NOUN
aijes-7162	163	2	curricula	curricula	NOUN
aijes-7162	163	3	in	in	ADP
aijes-7162	163	4	it	it	PRON
aijes-7162	163	5	,	,	PUNCT
aijes-7162	163	6	ai	ai	VERB
aijes-7162	163	7	,	,	PUNCT
aijes-7162	163	8	and	and	CCONJ
aijes-7162	163	9	engineering	engineering	NOUN
aijes-7162	163	10	are	be	AUX
aijes-7162	163	11	outdated	outdated	ADJ
aijes-7162	163	12	.	.	PUNCT
aijes-7162	164	1	specialization	specialization	NOUN
aijes-7162	164	2	choices	choice	NOUN
aijes-7162	164	3	in	in	ADP
aijes-7162	164	4	healthcare	healthcare	NOUN
aijes-7162	164	5	do	do	AUX
aijes-7162	164	6	not	not	PART
aijes-7162	164	7	align	align	VERB
aijes-7162	164	8	with	with	ADP
aijes-7162	164	9	labor	labor	NOUN
aijes-7162	164	10	market	market	NOUN
aijes-7162	164	11	needs	need	NOUN
aijes-7162	164	12	.	.	PUNCT
aijes-7162	165	1	understanding	understand	VERB
aijes-7162	165	2	stem	stem	NOUN
aijes-7162	165	3	employment	employment	NOUN
aijes-7162	165	4	challenges	challenge	NOUN
aijes-7162	165	5	in	in	ADP
aijes-7162	165	6	georgia	georgia	PROPN
aijes-7162	165	7	:	:	PUNCT
aijes-7162	165	8	a	a	DET
aijes-7162	165	9	qualitative	qualitative	ADJ
aijes-7162	165	10	analysis	analysis	NOUN
aijes-7162	165	11	of	of	ADP
aijes-7162	165	12	employer	employer	NOUN
aijes-7162	165	13	perspectives	perspective	NOUN
aijes-7162	165	14	324	324	NUM
aijes-7162	165	15	limited	limited	ADJ
aijes-7162	165	16	stem	stem	NOUN
aijes-7162	165	17	awareness	awareness	NOUN
aijes-7162	165	18	and	and	CCONJ
aijes-7162	165	19	engagement	engagement	VERB
aijes-7162	165	20	certain	certain	ADJ
aijes-7162	165	21	stem	stem	NOUN
aijes-7162	165	22	fields	field	NOUN
aijes-7162	165	23	,	,	PUNCT
aijes-7162	165	24	like	like	ADP
aijes-7162	165	25	renewable	renewable	ADJ
aijes-7162	165	26	energy	energy	NOUN
aijes-7162	165	27	and	and	CCONJ
aijes-7162	165	28	microbiology	microbiology	NOUN
aijes-7162	165	29	,	,	PUNCT
aijes-7162	165	30	struggle	struggle	VERB
aijes-7162	165	31	to	to	PART
aijes-7162	165	32	attract	attract	VERB
aijes-7162	165	33	students	student	NOUN
aijes-7162	165	34	.	.	PUNCT
aijes-7162	166	1	quick	quick	ADJ
aijes-7162	166	2	certification	certification	NOUN
aijes-7162	166	3	programs	program	NOUN
aijes-7162	166	4	are	be	AUX
aijes-7162	166	5	leading	lead	VERB
aijes-7162	166	6	to	to	ADP
aijes-7162	166	7	skill	skill	NOUN
aijes-7162	166	8	imbalances	imbalance	NOUN
aijes-7162	166	9	in	in	ADP
aijes-7162	166	10	the	the	DET
aijes-7162	166	11	workforce	workforce	NOUN
aijes-7162	166	12	.	.	PUNCT
aijes-7162	167	1	early	early	ADJ
aijes-7162	167	2	engagement	engagement	NOUN
aijes-7162	167	3	initiatives	initiative	NOUN
aijes-7162	167	4	could	could	AUX
aijes-7162	167	5	improve	improve	VERB
aijes-7162	167	6	career	career	NOUN
aijes-7162	167	7	planning	planning	NOUN
aijes-7162	167	8	.	.	PUNCT
aijes-7162	168	1	gender	gender	NOUN
aijes-7162	168	2	disparities	disparity	NOUN
aijes-7162	168	3	in	in	ADP
aijes-7162	168	4	stem	stem	NOUN
aijes-7162	168	5	women	woman	NOUN
aijes-7162	168	6	dominate	dominate	VERB
aijes-7162	168	7	lower	low	ADJ
aijes-7162	168	8	-	-	PUNCT
aijes-7162	168	9	level	level	NOUN
aijes-7162	168	10	laboratory	laboratory	NOUN
aijes-7162	168	11	and	and	CCONJ
aijes-7162	168	12	healthcare	healthcare	NOUN
aijes-7162	168	13	roles	role	NOUN
aijes-7162	168	14	but	but	CCONJ
aijes-7162	168	15	are	be	AUX
aijes-7162	168	16	underrepresented	underrepresente	VERB
aijes-7162	168	17	in	in	ADP
aijes-7162	168	18	leadership	leadership	NOUN
aijes-7162	168	19	.	.	PUNCT
aijes-7162	169	1	it	it	PRON
aijes-7162	169	2	and	and	CCONJ
aijes-7162	169	3	engineering	engineering	NOUN
aijes-7162	169	4	have	have	VERB
aijes-7162	169	5	a	a	DET
aijes-7162	169	6	significant	significant	ADJ
aijes-7162	169	7	gender	gender	NOUN
aijes-7162	169	8	gap	gap	NOUN
aijes-7162	169	9	,	,	PUNCT
aijes-7162	169	10	particularly	particularly	ADV
aijes-7162	169	11	in	in	ADP
aijes-7162	169	12	technical	technical	ADJ
aijes-7162	169	13	positions	position	NOUN
aijes-7162	169	14	.	.	PUNCT
aijes-7162	170	1	nursing	nursing	NOUN
aijes-7162	170	2	remains	remain	VERB
aijes-7162	170	3	female	female	NOUN
aijes-7162	170	4	-	-	PUNCT
aijes-7162	170	5	dominated	dominate	VERB
aijes-7162	170	6	,	,	PUNCT
aijes-7162	170	7	with	with	ADP
aijes-7162	170	8	few	few	ADJ
aijes-7162	170	9	men	man	NOUN
aijes-7162	170	10	entering	enter	VERB
aijes-7162	170	11	the	the	DET
aijes-7162	170	12	field	field	NOUN
aijes-7162	170	13	due	due	ADP
aijes-7162	170	14	to	to	ADP
aijes-7162	170	15	societal	societal	ADJ
aijes-7162	170	16	perceptions	perception	NOUN
aijes-7162	170	17	.	.	PUNCT
aijes-7162	171	1	regional	regional	ADJ
aijes-7162	171	2	disparities	disparity	NOUN
aijes-7162	171	3	in	in	ADP
aijes-7162	171	4	stem	stem	NOUN
aijes-7162	171	5	rural	rural	ADJ
aijes-7162	171	6	areas	area	NOUN
aijes-7162	171	7	lack	lack	VERB
aijes-7162	171	8	access	access	NOUN
aijes-7162	171	9	to	to	ADP
aijes-7162	171	10	stem	stem	NOUN
aijes-7162	171	11	education	education	NOUN
aijes-7162	171	12	,	,	PUNCT
aijes-7162	171	13	limiting	limit	VERB
aijes-7162	171	14	career	career	NOUN
aijes-7162	171	15	opportunities	opportunity	NOUN
aijes-7162	171	16	.	.	PUNCT
aijes-7162	172	1	engineering	engineering	NOUN
aijes-7162	172	2	and	and	CCONJ
aijes-7162	172	3	healthcare	healthcare	NOUN
aijes-7162	172	4	sectors	sector	NOUN
aijes-7162	172	5	struggle	struggle	VERB
aijes-7162	172	6	to	to	PART
aijes-7162	172	7	retain	retain	VERB
aijes-7162	172	8	professionals	professional	NOUN
aijes-7162	172	9	outside	outside	ADP
aijes-7162	172	10	major	major	ADJ
aijes-7162	172	11	cities	city	NOUN
aijes-7162	172	12	.	.	PUNCT
aijes-7162	173	1	limited	limited	ADJ
aijes-7162	173	2	digital	digital	ADJ
aijes-7162	173	3	infrastructure	infrastructure	NOUN
aijes-7162	173	4	prevents	prevent	VERB
aijes-7162	173	5	rural	rural	ADJ
aijes-7162	173	6	students	student	NOUN
aijes-7162	173	7	from	from	ADP
aijes-7162	173	8	entering	enter	VERB
aijes-7162	173	9	it	it	PRON
aijes-7162	173	10	careers	career	NOUN
aijes-7162	173	11	.	.	PUNCT
aijes-7162	174	1	source	source	NOUN
aijes-7162	174	2	:	:	PUNCT
aijes-7162	174	3	developed	develop	VERB
aijes-7162	174	4	by	by	ADP
aijes-7162	174	5	authors	author	NOUN
aijes-7162	174	6	.	.	PUNCT
aijes-7162	175	1	4.3	4.3	NUM
aijes-7162	175	2	discussion	discussion	NOUN
aijes-7162	175	3	of	of	ADP
aijes-7162	175	4	sector	sector	NOUN
aijes-7162	175	5	-	-	PUNCT
aijes-7162	175	6	specific	specific	ADJ
aijes-7162	175	7	trends	trend	NOUN
aijes-7162	175	8	and	and	CCONJ
aijes-7162	175	9	insights	insight	NOUN
aijes-7162	175	10	we	we	PRON
aijes-7162	175	11	also	also	ADV
aijes-7162	175	12	analyzed	analyze	VERB
aijes-7162	175	13	sector	sector	NOUN
aijes-7162	175	14	-	-	PUNCT
aijes-7162	175	15	specific	specific	ADJ
aijes-7162	175	16	findings	finding	NOUN
aijes-7162	175	17	to	to	PART
aijes-7162	175	18	better	well	ADV
aijes-7162	175	19	understand	understand	VERB
aijes-7162	175	20	the	the	DET
aijes-7162	175	21	challenges	challenge	NOUN
aijes-7162	175	22	and	and	CCONJ
aijes-7162	175	23	opportunities	opportunity	NOUN
aijes-7162	175	24	within	within	ADP
aijes-7162	175	25	different	different	ADJ
aijes-7162	175	26	industries	industry	NOUN
aijes-7162	175	27	:	:	PUNCT
aijes-7162	175	28	ict	ict	NOUN
aijes-7162	175	29	sector	sector	NOUN
aijes-7162	175	30	according	accord	VERB
aijes-7162	175	31	to	to	ADP
aijes-7162	175	32	it	it	PRON
aijes-7162	175	33	sector	sector	NOUN
aijes-7162	175	34	respondents	respondent	NOUN
aijes-7162	175	35	,	,	PUNCT
aijes-7162	175	36	the	the	DET
aijes-7162	175	37	industry	industry	NOUN
aijes-7162	175	38	faces	face	VERB
aijes-7162	175	39	a	a	DET
aijes-7162	175	40	unique	unique	ADJ
aijes-7162	175	41	form	form	NOUN
aijes-7162	175	42	of	of	ADP
aijes-7162	175	43	talent	talent	NOUN
aijes-7162	175	44	drain	drain	NOUN
aijes-7162	175	45	,	,	PUNCT
aijes-7162	175	46	where	where	SCONJ
aijes-7162	175	47	professionals	professional	NOUN
aijes-7162	175	48	remain	remain	VERB
aijes-7162	175	49	in	in	ADP
aijes-7162	175	50	georgia	georgia	PROPN
aijes-7162	175	51	but	but	CCONJ
aijes-7162	175	52	work	work	VERB
aijes-7162	175	53	exclusively	exclusively	ADV
aijes-7162	175	54	for	for	ADP
aijes-7162	175	55	foreign	foreign	ADJ
aijes-7162	175	56	companies	company	NOUN
aijes-7162	175	57	,	,	PUNCT
aijes-7162	175	58	bypassing	bypass	VERB
aijes-7162	175	59	local	local	ADJ
aijes-7162	175	60	employers	employer	NOUN
aijes-7162	175	61	.	.	PUNCT
aijes-7162	176	1	while	while	SCONJ
aijes-7162	176	2	there	there	PRON
aijes-7162	176	3	is	be	VERB
aijes-7162	176	4	a	a	DET
aijes-7162	176	5	steady	steady	ADJ
aijes-7162	176	6	influx	influx	NOUN
aijes-7162	176	7	of	of	ADP
aijes-7162	176	8	new	new	ADJ
aijes-7162	176	9	entrants	entrant	NOUN
aijes-7162	176	10	into	into	ADP
aijes-7162	176	11	the	the	DET
aijes-7162	176	12	field	field	NOUN
aijes-7162	176	13	,	,	PUNCT
aijes-7162	176	14	mid	mid	NOUN
aijes-7162	176	15	-	-	PUNCT
aijes-7162	176	16	to	to	ADP
aijes-7162	176	17	-	-	PUNCT
aijes-7162	176	18	senior	senior	ADJ
aijes-7162	176	19	level	level	NOUN
aijes-7162	176	20	professionals	professional	NOUN
aijes-7162	176	21	are	be	AUX
aijes-7162	176	22	in	in	ADP
aijes-7162	176	23	short	short	ADJ
aijes-7162	176	24	supply	supply	NOUN
aijes-7162	176	25	.	.	PUNCT
aijes-7162	177	1	many	many	ADJ
aijes-7162	177	2	respondents	respondent	NOUN
aijes-7162	177	3	highlight	highlight	VERB
aijes-7162	177	4	that	that	SCONJ
aijes-7162	177	5	university	university	NOUN
aijes-7162	177	6	graduates	graduate	NOUN
aijes-7162	177	7	often	often	ADV
aijes-7162	177	8	lack	lack	VERB
aijes-7162	177	9	practical	practical	ADJ
aijes-7162	177	10	experience	experience	NOUN
aijes-7162	177	11	,	,	PUNCT
aijes-7162	177	12	forcing	force	VERB
aijes-7162	177	13	companies	company	NOUN
aijes-7162	177	14	to	to	PART
aijes-7162	177	15	invest	invest	VERB
aijes-7162	177	16	heavily	heavily	ADV
aijes-7162	177	17	in	in	ADP
aijes-7162	177	18	training	training	NOUN
aijes-7162	177	19	.	.	PUNCT
aijes-7162	178	1	additionally	additionally	ADV
aijes-7162	178	2	,	,	PUNCT
aijes-7162	178	3	salary	salary	NOUN
aijes-7162	178	4	disparities	disparity	NOUN
aijes-7162	178	5	between	between	ADP
aijes-7162	178	6	local	local	ADJ
aijes-7162	178	7	and	and	CCONJ
aijes-7162	178	8	international	international	ADJ
aijes-7162	178	9	employers	employer	NOUN
aijes-7162	178	10	make	make	VERB
aijes-7162	178	11	retention	retention	NOUN
aijes-7162	178	12	difficult	difficult	ADJ
aijes-7162	178	13	.	.	PUNCT
aijes-7162	179	1	the	the	DET
aijes-7162	179	2	gender	gender	NOUN
aijes-7162	179	3	gap	gap	NOUN
aijes-7162	179	4	in	in	ADP
aijes-7162	179	5	it	it	PRON
aijes-7162	179	6	remains	remain	VERB
aijes-7162	179	7	another	another	DET
aijes-7162	179	8	issue	issue	NOUN
aijes-7162	179	9	raised	raise	VERB
aijes-7162	179	10	by	by	ADP
aijes-7162	179	11	respondents	respondent	NOUN
aijes-7162	179	12	,	,	PUNCT
aijes-7162	179	13	with	with	ADP
aijes-7162	179	14	women	woman	NOUN
aijes-7162	179	15	being	be	AUX
aijes-7162	179	16	underrepresented	underrepresente	VERB
aijes-7162	179	17	in	in	ADP
aijes-7162	179	18	software	software	NOUN
aijes-7162	179	19	development	development	NOUN
aijes-7162	179	20	and	and	CCONJ
aijes-7162	179	21	technical	technical	ADJ
aijes-7162	179	22	roles	role	NOUN
aijes-7162	179	23	,	,	PUNCT
aijes-7162	179	24	despite	despite	SCONJ
aijes-7162	179	25	growing	grow	VERB
aijes-7162	179	26	awareness	awareness	NOUN
aijes-7162	179	27	initiatives	initiative	NOUN
aijes-7162	179	28	.	.	PUNCT
aijes-7162	180	1	engineering	engineering	NOUN
aijes-7162	180	2	&	&	CCONJ
aijes-7162	180	3	energy	energy	NOUN
aijes-7162	180	4	respondents	respondent	NOUN
aijes-7162	180	5	in	in	ADP
aijes-7162	180	6	the	the	DET
aijes-7162	180	7	engineering	engineering	NOUN
aijes-7162	180	8	and	and	CCONJ
aijes-7162	180	9	energy	energy	NOUN
aijes-7162	180	10	sectors	sector	NOUN
aijes-7162	180	11	highlight	highlight	VERB
aijes-7162	180	12	that	that	SCONJ
aijes-7162	180	13	workforce	workforce	NOUN
aijes-7162	180	14	shortages	shortage	NOUN
aijes-7162	180	15	are	be	AUX
aijes-7162	180	16	one	one	NUM
aijes-7162	180	17	of	of	ADP
aijes-7162	180	18	the	the	DET
aijes-7162	180	19	biggest	big	ADJ
aijes-7162	180	20	challenges	challenge	NOUN
aijes-7162	180	21	,	,	PUNCT
aijes-7162	180	22	primarily	primarily	ADV
aijes-7162	180	23	due	due	ADP
aijes-7162	180	24	to	to	ADP
aijes-7162	180	25	the	the	DET
aijes-7162	180	26	lack	lack	NOUN
aijes-7162	180	27	of	of	ADP
aijes-7162	180	28	technical	technical	ADJ
aijes-7162	180	29	training	training	NOUN
aijes-7162	180	30	programs	program	NOUN
aijes-7162	180	31	and	and	CCONJ
aijes-7162	180	32	weak	weak	ADJ
aijes-7162	180	33	career	career	NOUN
aijes-7162	180	34	incentives	incentive	NOUN
aijes-7162	180	35	.	.	PUNCT
aijes-7162	181	1	while	while	SCONJ
aijes-7162	181	2	the	the	DET
aijes-7162	181	3	demand	demand	NOUN
aijes-7162	181	4	for	for	ADP
aijes-7162	181	5	specialists	specialist	NOUN
aijes-7162	181	6	continues	continue	VERB
aijes-7162	181	7	to	to	PART
aijes-7162	181	8	grow	grow	VERB
aijes-7162	181	9	,	,	PUNCT
aijes-7162	181	10	many	many	ADJ
aijes-7162	181	11	professionals	professional	NOUN
aijes-7162	181	12	either	either	CCONJ
aijes-7162	181	13	seek	seek	VERB
aijes-7162	181	14	opportunities	opportunity	NOUN
aijes-7162	181	15	abroad	abroad	ADV
aijes-7162	181	16	or	or	CCONJ
aijes-7162	181	17	transition	transition	NOUN
aijes-7162	181	18	to	to	ADP
aijes-7162	181	19	better	well	ADV
aijes-7162	181	20	-	-	PUNCT
aijes-7162	181	21	paying	pay	VERB
aijes-7162	181	22	fields	field	NOUN
aijes-7162	181	23	.	.	PUNCT
aijes-7162	182	1	hydropower	hydropower	NOUN
aijes-7162	182	2	and	and	CCONJ
aijes-7162	182	3	infrastructure	infrastructure	NOUN
aijes-7162	182	4	projects	project	NOUN
aijes-7162	182	5	,	,	PUNCT
aijes-7162	182	6	in	in	ADP
aijes-7162	182	7	particular	particular	ADJ
aijes-7162	182	8	,	,	PUNCT
aijes-7162	182	9	face	face	VERB
aijes-7162	182	10	a	a	DET
aijes-7162	182	11	shortage	shortage	NOUN
aijes-7162	182	12	of	of	ADP
aijes-7162	182	13	skilled	skilled	ADJ
aijes-7162	182	14	workers	worker	NOUN
aijes-7162	182	15	,	,	PUNCT
aijes-7162	182	16	especially	especially	ADV
aijes-7162	182	17	in	in	ADP
aijes-7162	182	18	rural	rural	ADJ
aijes-7162	182	19	areas	area	NOUN
aijes-7162	182	20	where	where	SCONJ
aijes-7162	182	21	training	training	NOUN
aijes-7162	182	22	facilities	facility	NOUN
aijes-7162	182	23	are	be	AUX
aijes-7162	182	24	limited	limited	ADJ
aijes-7162	182	25	.	.	PUNCT
aijes-7162	183	1	public	public	ADJ
aijes-7162	183	2	sector	sector	NOUN
aijes-7162	183	3	engineering	engineering	NOUN
aijes-7162	183	4	jobs	job	NOUN
aijes-7162	183	5	,	,	PUNCT
aijes-7162	183	6	according	accord	VERB
aijes-7162	183	7	to	to	ADP
aijes-7162	183	8	respondents	respondent	NOUN
aijes-7162	183	9	,	,	PUNCT
aijes-7162	183	10	fail	fail	VERB
aijes-7162	183	11	to	to	PART
aijes-7162	183	12	attract	attract	VERB
aijes-7162	183	13	young	young	ADJ
aijes-7162	183	14	professionals	professional	NOUN
aijes-7162	183	15	due	due	ADP
aijes-7162	183	16	to	to	ADP
aijes-7162	183	17	low	low	ADJ
aijes-7162	183	18	wages	wage	NOUN
aijes-7162	183	19	and	and	CCONJ
aijes-7162	183	20	limited	limited	ADJ
aijes-7162	183	21	career	career	NOUN
aijes-7162	183	22	development	development	NOUN
aijes-7162	183	23	pathways	pathway	NOUN
aijes-7162	183	24	.	.	PUNCT
aijes-7162	184	1	the	the	DET
aijes-7162	184	2	gender	gender	NOUN
aijes-7162	184	3	gap	gap	NOUN
aijes-7162	184	4	remains	remain	VERB
aijes-7162	184	5	particularly	particularly	ADV
aijes-7162	184	6	wide	wide	ADJ
aijes-7162	184	7	in	in	ADP
aijes-7162	184	8	this	this	DET
aijes-7162	184	9	sector	sector	NOUN
aijes-7162	184	10	,	,	PUNCT
aijes-7162	184	11	with	with	ADP
aijes-7162	184	12	few	few	ADJ
aijes-7162	184	13	women	woman	NOUN
aijes-7162	184	14	pursuing	pursue	VERB
aijes-7162	184	15	technical	technical	ADJ
aijes-7162	184	16	engineering	engineering	NOUN
aijes-7162	184	17	roles	role	NOUN
aijes-7162	184	18	.	.	PUNCT
aijes-7162	185	1	healthcare	healthcare	PROPN
aijes-7162	185	2	&	&	CCONJ
aijes-7162	185	3	life	life	PROPN
aijes-7162	185	4	sciences	sciences	PROPN
aijes-7162	185	5	respondents	respondent	NOUN
aijes-7162	185	6	highlight	highlight	VERB
aijes-7162	185	7	severe	severe	ADJ
aijes-7162	185	8	talent	talent	NOUN
aijes-7162	185	9	shortages	shortage	NOUN
aijes-7162	185	10	in	in	ADP
aijes-7162	185	11	the	the	DET
aijes-7162	185	12	healthcare	healthcare	NOUN
aijes-7162	185	13	sector	sector	NOUN
aijes-7162	185	14	,	,	PUNCT
aijes-7162	185	15	particularly	particularly	ADV
aijes-7162	185	16	in	in	ADP
aijes-7162	185	17	nursing	nursing	NOUN
aijes-7162	185	18	,	,	PUNCT
aijes-7162	185	19	where	where	SCONJ
aijes-7162	185	20	many	many	ADJ
aijes-7162	185	21	professionals	professional	NOUN
aijes-7162	185	22	migrate	migrate	VERB
aijes-7162	185	23	to	to	ADP
aijes-7162	185	24	europe	europe	PROPN
aijes-7162	185	25	due	due	ADP
aijes-7162	185	26	to	to	ADP
aijes-7162	185	27	significantly	significantly	ADV
aijes-7162	185	28	higher	high	ADJ
aijes-7162	185	29	salaries	salary	NOUN
aijes-7162	185	30	.	.	PUNCT
aijes-7162	186	1	while	while	SCONJ
aijes-7162	186	2	medical	medical	ADJ
aijes-7162	186	3	careers	career	NOUN
aijes-7162	186	4	remain	remain	VERB
aijes-7162	186	5	attractive	attractive	ADJ
aijes-7162	186	6	,	,	PUNCT
aijes-7162	186	7	specialization	specialization	NOUN
aijes-7162	186	8	choices	choice	NOUN
aijes-7162	186	9	do	do	AUX
aijes-7162	186	10	not	not	PART
aijes-7162	186	11	always	always	ADV
aijes-7162	186	12	align	align	VERB
aijes-7162	186	13	with	with	ADP
aijes-7162	186	14	industry	industry	NOUN
aijes-7162	186	15	needs	need	NOUN
aijes-7162	186	16	,	,	PUNCT
aijes-7162	186	17	leading	lead	VERB
aijes-7162	186	18	to	to	ADP
aijes-7162	186	19	shortages	shortage	NOUN
aijes-7162	186	20	in	in	ADP
aijes-7162	186	21	critical	critical	ADJ
aijes-7162	186	22	areas	area	NOUN
aijes-7162	186	23	such	such	ADJ
aijes-7162	186	24	as	as	ADP
aijes-7162	186	25	therapeutic	therapeutic	ADJ
aijes-7162	186	26	medicine	medicine	NOUN
aijes-7162	186	27	.	.	PUNCT
aijes-7162	187	1	some	some	DET
aijes-7162	187	2	respondents	respondent	NOUN
aijes-7162	187	3	note	note	VERB
aijes-7162	187	4	that	that	SCONJ
aijes-7162	187	5	financial	financial	ADJ
aijes-7162	187	6	considerations	consideration	NOUN
aijes-7162	187	7	often	often	ADV
aijes-7162	187	8	dictate	dictate	VERB
aijes-7162	187	9	career	career	NOUN
aijes-7162	187	10	paths	path	NOUN
aijes-7162	187	11	,	,	PUNCT
aijes-7162	187	12	with	with	ADP
aijes-7162	187	13	professionals	professional	NOUN
aijes-7162	187	14	transitioning	transition	VERB
aijes-7162	187	15	into	into	ADP
aijes-7162	187	16	more	more	ADJ
aijes-7162	187	17	lucrative	lucrative	ADJ
aijes-7162	187	18	fields	field	NOUN
aijes-7162	187	19	such	such	ADJ
aijes-7162	187	20	as	as	ADP
aijes-7162	187	21	plastic	plastic	ADJ
aijes-7162	187	22	surgery	surgery	NOUN
aijes-7162	187	23	rather	rather	ADV
aijes-7162	187	24	than	than	ADP
aijes-7162	187	25	remaining	remain	VERB
aijes-7162	187	26	in	in	ADP
aijes-7162	187	27	essential	essential	ADJ
aijes-7162	187	28	medical	medical	ADJ
aijes-7162	187	29	specialties	specialty	NOUN
aijes-7162	187	30	.	.	PUNCT
aijes-7162	188	1	additionally	additionally	ADV
aijes-7162	188	2	,	,	PUNCT
aijes-7162	188	3	urban	urban	ADJ
aijes-7162	188	4	-	-	PUNCT
aijes-7162	188	5	rural	rural	ADJ
aijes-7162	188	6	disparities	disparity	NOUN
aijes-7162	188	7	in	in	ADP
aijes-7162	188	8	healthcare	healthcare	NOUN
aijes-7162	188	9	are	be	AUX
aijes-7162	188	10	a	a	DET
aijes-7162	188	11	major	major	ADJ
aijes-7162	188	12	concern	concern	NOUN
aijes-7162	188	13	,	,	PUNCT
aijes-7162	188	14	as	as	SCONJ
aijes-7162	188	15	regional	regional	ADJ
aijes-7162	188	16	hospitals	hospital	NOUN
aijes-7162	188	17	and	and	CCONJ
aijes-7162	188	18	clinics	clinic	NOUN
aijes-7162	188	19	struggle	struggle	VERB
aijes-7162	188	20	to	to	PART
aijes-7162	188	21	retain	retain	VERB
aijes-7162	188	22	qualified	qualified	ADJ
aijes-7162	188	23	personnel	personnel	NOUN
aijes-7162	188	24	due	due	ADP
aijes-7162	188	25	to	to	ADP
aijes-7162	188	26	low	low	ADJ
aijes-7162	188	27	wages	wage	NOUN
aijes-7162	188	28	and	and	CCONJ
aijes-7162	188	29	limited	limited	ADJ
aijes-7162	188	30	access	access	NOUN
aijes-7162	188	31	to	to	ADP
aijes-7162	188	32	professional	professional	ADJ
aijes-7162	188	33	development	development	NOUN
aijes-7162	188	34	.	.	PUNCT
aijes-7162	189	1	from	from	ADP
aijes-7162	189	2	a	a	DET
aijes-7162	189	3	gender	gender	NOUN
aijes-7162	189	4	perspective	perspective	NOUN
aijes-7162	189	5	,	,	PUNCT
aijes-7162	189	6	nursing	nursing	NOUN
aijes-7162	189	7	remains	remain	VERB
aijes-7162	189	8	a	a	DET
aijes-7162	189	9	female	female	NOUN
aijes-7162	189	10	-	-	PUNCT
aijes-7162	189	11	dominated	dominate	VERB
aijes-7162	189	12	profession	profession	NOUN
aijes-7162	189	13	,	,	PUNCT
aijes-7162	189	14	with	with	ADP
aijes-7162	189	15	very	very	ADV
aijes-7162	189	16	few	few	ADJ
aijes-7162	189	17	men	man	NOUN
aijes-7162	189	18	entering	enter	VERB
aijes-7162	189	19	the	the	DET
aijes-7162	189	20	field	field	NOUN
aijes-7162	189	21	.	.	PUNCT
aijes-7162	190	1	325	325	NUM
aijes-7162	190	2	respondents	respondent	NOUN
aijes-7162	190	3	suggest	suggest	VERB
aijes-7162	190	4	that	that	SCONJ
aijes-7162	190	5	societal	societal	ADJ
aijes-7162	190	6	perceptions	perception	NOUN
aijes-7162	190	7	and	and	CCONJ
aijes-7162	190	8	stereotypes	stereotype	NOUN
aijes-7162	190	9	discourage	discourage	VERB
aijes-7162	190	10	men	man	NOUN
aijes-7162	190	11	from	from	ADP
aijes-7162	190	12	pursuing	pursue	VERB
aijes-7162	190	13	careers	career	NOUN
aijes-7162	190	14	in	in	ADP
aijes-7162	190	15	nursing	nursing	NOUN
aijes-7162	190	16	,	,	PUNCT
aijes-7162	190	17	despite	despite	SCONJ
aijes-7162	190	18	increasing	increase	VERB
aijes-7162	190	19	demand	demand	NOUN
aijes-7162	190	20	for	for	ADP
aijes-7162	190	21	professionals	professional	NOUN
aijes-7162	190	22	in	in	ADP
aijes-7162	190	23	the	the	DET
aijes-7162	190	24	sector	sector	NOUN
aijes-7162	190	25	.	.	PUNCT
aijes-7162	191	1	conversely	conversely	ADV
aijes-7162	191	2	,	,	PUNCT
aijes-7162	191	3	leadership	leadership	NOUN
aijes-7162	191	4	roles	role	NOUN
aijes-7162	191	5	in	in	ADP
aijes-7162	191	6	healthcare	healthcare	NOUN
aijes-7162	191	7	institutions	institution	NOUN
aijes-7162	191	8	remain	remain	VERB
aijes-7162	191	9	male	male	NOUN
aijes-7162	191	10	-	-	PUNCT
aijes-7162	191	11	dominated	dominate	VERB
aijes-7162	191	12	,	,	PUNCT
aijes-7162	191	13	with	with	ADP
aijes-7162	191	14	fewer	few	ADJ
aijes-7162	191	15	women	woman	NOUN
aijes-7162	191	16	advancing	advance	VERB
aijes-7162	191	17	into	into	ADP
aijes-7162	191	18	senior	senior	ADJ
aijes-7162	191	19	decision	decision	NOUN
aijes-7162	191	20	-	-	PUNCT
aijes-7162	191	21	making	make	VERB
aijes-7162	191	22	positions	position	NOUN
aijes-7162	191	23	.	.	PUNCT
aijes-7162	192	1	science	science	NOUN
aijes-7162	192	2	&	&	CCONJ
aijes-7162	192	3	research	research	PROPN
aijes-7162	192	4	the	the	DET
aijes-7162	192	5	science	science	NOUN
aijes-7162	192	6	and	and	CCONJ
aijes-7162	192	7	research	research	NOUN
aijes-7162	192	8	sector	sector	NOUN
aijes-7162	192	9	,	,	PUNCT
aijes-7162	192	10	including	include	VERB
aijes-7162	192	11	microbiology	microbiology	NOUN
aijes-7162	192	12	,	,	PUNCT
aijes-7162	192	13	physics	physics	NOUN
aijes-7162	192	14	,	,	PUNCT
aijes-7162	192	15	and	and	CCONJ
aijes-7162	192	16	laboratory	laboratory	NOUN
aijes-7162	192	17	sciences	science	NOUN
aijes-7162	192	18	,	,	PUNCT
aijes-7162	192	19	faces	face	VERB
aijes-7162	192	20	major	major	ADJ
aijes-7162	192	21	workforce	workforce	NOUN
aijes-7162	192	22	challenges	challenge	NOUN
aijes-7162	192	23	due	due	ADJ
aijes-7162	192	24	to	to	ADP
aijes-7162	192	25	underfunding	underfunde	VERB
aijes-7162	192	26	,	,	PUNCT
aijes-7162	192	27	outdated	outdated	ADJ
aijes-7162	192	28	equipment	equipment	NOUN
aijes-7162	192	29	,	,	PUNCT
aijes-7162	192	30	and	and	CCONJ
aijes-7162	192	31	low	low	ADJ
aijes-7162	192	32	salaries	salary	NOUN
aijes-7162	192	33	.	.	PUNCT
aijes-7162	193	1	respondents	respondent	NOUN
aijes-7162	193	2	emphasize	emphasize	VERB
aijes-7162	193	3	that	that	SCONJ
aijes-7162	193	4	talented	talented	ADJ
aijes-7162	193	5	researchers	researcher	NOUN
aijes-7162	193	6	in	in	ADP
aijes-7162	193	7	physics	physics	NOUN
aijes-7162	193	8	,	,	PUNCT
aijes-7162	193	9	microbiology	microbiology	NOUN
aijes-7162	193	10	,	,	PUNCT
aijes-7162	193	11	and	and	CCONJ
aijes-7162	193	12	industrial	industrial	ADJ
aijes-7162	193	13	laboratory	laboratory	NOUN
aijes-7162	193	14	work	work	NOUN
aijes-7162	193	15	frequently	frequently	ADV
aijes-7162	193	16	leave	leave	VERB
aijes-7162	193	17	georgia	georgia	PROPN
aijes-7162	193	18	due	due	ADP
aijes-7162	193	19	to	to	ADP
aijes-7162	193	20	a	a	DET
aijes-7162	193	21	lack	lack	NOUN
aijes-7162	193	22	of	of	ADP
aijes-7162	193	23	career	career	NOUN
aijes-7162	193	24	growth	growth	NOUN
aijes-7162	193	25	opportunities	opportunity	NOUN
aijes-7162	193	26	and	and	CCONJ
aijes-7162	193	27	poor	poor	ADJ
aijes-7162	193	28	research	research	NOUN
aijes-7162	193	29	infrastructure	infrastructure	NOUN
aijes-7162	193	30	.	.	PUNCT
aijes-7162	194	1	the	the	DET
aijes-7162	194	2	disconnect	disconnect	NOUN
aijes-7162	194	3	between	between	ADP
aijes-7162	194	4	university	university	NOUN
aijes-7162	194	5	curricula	curriculum	NOUN
aijes-7162	194	6	and	and	CCONJ
aijes-7162	194	7	practical	practical	ADJ
aijes-7162	194	8	industry	industry	NOUN
aijes-7162	194	9	needs	need	NOUN
aijes-7162	194	10	is	be	AUX
aijes-7162	194	11	another	another	DET
aijes-7162	194	12	key	key	ADJ
aijes-7162	194	13	issue	issue	NOUN
aijes-7162	194	14	,	,	PUNCT
aijes-7162	194	15	as	as	SCONJ
aijes-7162	194	16	new	new	ADJ
aijes-7162	194	17	graduates	graduate	NOUN
aijes-7162	194	18	often	often	ADV
aijes-7162	194	19	require	require	VERB
aijes-7162	194	20	extensive	extensive	ADJ
aijes-7162	194	21	additional	additional	ADJ
aijes-7162	194	22	training	training	NOUN
aijes-7162	194	23	before	before	ADP
aijes-7162	194	24	becoming	become	VERB
aijes-7162	194	25	job	job	NOUN
aijes-7162	194	26	-	-	PUNCT
aijes-7162	194	27	ready	ready	ADJ
aijes-7162	194	28	.	.	PUNCT
aijes-7162	195	1	laboratories	laboratory	NOUN
aijes-7162	195	2	,	,	PUNCT
aijes-7162	195	3	in	in	ADP
aijes-7162	195	4	particular	particular	ADJ
aijes-7162	195	5	,	,	PUNCT
aijes-7162	195	6	face	face	VERB
aijes-7162	195	7	a	a	DET
aijes-7162	195	8	shortage	shortage	NOUN
aijes-7162	195	9	of	of	ADP
aijes-7162	195	10	well	well	ADV
aijes-7162	195	11	-	-	PUNCT
aijes-7162	195	12	trained	train	VERB
aijes-7162	195	13	specialists	specialist	NOUN
aijes-7162	195	14	,	,	PUNCT
aijes-7162	195	15	and	and	CCONJ
aijes-7162	195	16	employers	employer	NOUN
aijes-7162	195	17	note	note	VERB
aijes-7162	195	18	that	that	SCONJ
aijes-7162	195	19	many	many	ADJ
aijes-7162	195	20	graduates	graduate	NOUN
aijes-7162	195	21	lack	lack	VERB
aijes-7162	195	22	handson	handson	NOUN
aijes-7162	195	23	experience	experience	NOUN
aijes-7162	195	24	with	with	ADP
aijes-7162	195	25	modern	modern	ADJ
aijes-7162	195	26	laboratory	laboratory	NOUN
aijes-7162	195	27	equipment	equipment	NOUN
aijes-7162	195	28	.	.	PUNCT
aijes-7162	196	1	women	woman	NOUN
aijes-7162	196	2	are	be	AUX
aijes-7162	196	3	well	well	ADV
aijes-7162	196	4	-	-	PUNCT
aijes-7162	196	5	represented	represent	VERB
aijes-7162	196	6	in	in	ADP
aijes-7162	196	7	laboratory	laboratory	NOUN
aijes-7162	196	8	roles	role	NOUN
aijes-7162	196	9	at	at	ADP
aijes-7162	196	10	the	the	DET
aijes-7162	196	11	entry	entry	NOUN
aijes-7162	196	12	level	level	NOUN
aijes-7162	196	13	,	,	PUNCT
aijes-7162	196	14	but	but	CCONJ
aijes-7162	196	15	leadership	leadership	NOUN
aijes-7162	196	16	positions	position	NOUN
aijes-7162	196	17	are	be	AUX
aijes-7162	196	18	still	still	ADV
aijes-7162	196	19	dominated	dominate	VERB
aijes-7162	196	20	by	by	ADP
aijes-7162	196	21	men	man	NOUN
aijes-7162	196	22	.	.	PUNCT
aijes-7162	197	1	respondents	respondent	NOUN
aijes-7162	197	2	also	also	ADV
aijes-7162	197	3	highlight	highlight	VERB
aijes-7162	197	4	that	that	SCONJ
aijes-7162	197	5	rural	rural	ADJ
aijes-7162	197	6	areas	area	NOUN
aijes-7162	197	7	lack	lack	VERB
aijes-7162	197	8	access	access	NOUN
aijes-7162	197	9	to	to	ADP
aijes-7162	197	10	modern	modern	ADJ
aijes-7162	197	11	research	research	NOUN
aijes-7162	197	12	and	and	CCONJ
aijes-7162	197	13	laboratory	laboratory	NOUN
aijes-7162	197	14	facilities	facility	NOUN
aijes-7162	197	15	,	,	PUNCT
aijes-7162	197	16	limiting	limit	VERB
aijes-7162	197	17	opportunities	opportunity	NOUN
aijes-7162	197	18	outside	outside	ADP
aijes-7162	197	19	major	major	ADJ
aijes-7162	197	20	cities	city	NOUN
aijes-7162	197	21	.	.	PUNCT
aijes-7162	198	1	5	5	X
aijes-7162	198	2	.	.	X
aijes-7162	198	3	conclusions	conclusion	NOUN
aijes-7162	198	4	and	and	CCONJ
aijes-7162	198	5	recommendations	recommendation	NOUN
aijes-7162	198	6	the	the	DET
aijes-7162	198	7	study	study	NOUN
aijes-7162	198	8	reveals	reveal	VERB
aijes-7162	198	9	several	several	ADJ
aijes-7162	198	10	structural	structural	ADJ
aijes-7162	198	11	challenges	challenge	NOUN
aijes-7162	198	12	in	in	ADP
aijes-7162	198	13	the	the	DET
aijes-7162	198	14	stem	stem	NOUN
aijes-7162	198	15	labor	labor	NOUN
aijes-7162	198	16	market	market	NOUN
aijes-7162	198	17	in	in	ADP
aijes-7162	198	18	georgia	georgia	PROPN
aijes-7162	198	19	:	:	PUNCT
aijes-7162	198	20			PRON
aijes-7162	198	21	due	due	ADP
aijes-7162	198	22	to	to	ADP
aijes-7162	198	23	low	low	ADJ
aijes-7162	198	24	income	income	NOUN
aijes-7162	198	25	levels	level	NOUN
aijes-7162	198	26	and	and	CCONJ
aijes-7162	198	27	limited	limited	ADJ
aijes-7162	198	28	prospects	prospect	NOUN
aijes-7162	198	29	for	for	ADP
aijes-7162	198	30	career	career	NOUN
aijes-7162	198	31	advancement	advancement	NOUN
aijes-7162	198	32	,	,	PUNCT
aijes-7162	198	33	stem	stem	NOUN
aijes-7162	198	34	professionals	professional	NOUN
aijes-7162	198	35	show	show	VERB
aijes-7162	198	36	low	low	ADJ
aijes-7162	198	37	engagement	engagement	NOUN
aijes-7162	198	38	in	in	ADP
aijes-7162	198	39	scientific	scientific	ADJ
aijes-7162	198	40	and	and	CCONJ
aijes-7162	198	41	research	research	NOUN
aijes-7162	198	42	activities	activity	NOUN
aijes-7162	198	43	,	,	PUNCT
aijes-7162	198	44	particularly	particularly	ADV
aijes-7162	198	45	in	in	ADP
aijes-7162	198	46	natural	natural	ADJ
aijes-7162	198	47	and	and	CCONJ
aijes-7162	198	48	exact	exact	ADJ
aijes-7162	198	49	sciences	science	NOUN
aijes-7162	198	50	.	.	PUNCT
aijes-7162	199	1	this	this	PRON
aijes-7162	199	2	creates	create	VERB
aijes-7162	199	3	a	a	DET
aijes-7162	199	4	significant	significant	ADJ
aijes-7162	199	5	barrier	barrier	NOUN
aijes-7162	199	6	to	to	ADP
aijes-7162	199	7	retaining	retain	VERB
aijes-7162	199	8	qualified	qualified	ADJ
aijes-7162	199	9	stem	stem	NOUN
aijes-7162	199	10	talent	talent	NOUN
aijes-7162	199	11	within	within	ADP
aijes-7162	199	12	the	the	DET
aijes-7162	199	13	academic	academic	ADJ
aijes-7162	199	14	sector	sector	NOUN
aijes-7162	199	15	,	,	PUNCT
aijes-7162	199	16	which	which	PRON
aijes-7162	199	17	in	in	ADP
aijes-7162	199	18	turn	turn	NOUN
aijes-7162	199	19	hinders	hinder	VERB
aijes-7162	199	20	knowledge	knowledge	NOUN
aijes-7162	199	21	generation	generation	NOUN
aijes-7162	199	22	and	and	CCONJ
aijes-7162	199	23	the	the	DET
aijes-7162	199	24	potential	potential	NOUN
aijes-7162	199	25	for	for	ADP
aijes-7162	199	26	research	research	NOUN
aijes-7162	199	27	commercialization	commercialization	NOUN
aijes-7162	199	28	.	.	PUNCT
aijes-7162	200	1			NOUN
aijes-7162	200	2	brain	brain	NOUN
aijes-7162	200	3	drain	drain	NOUN
aijes-7162	200	4	remains	remain	VERB
aijes-7162	200	5	a	a	DET
aijes-7162	200	6	persistent	persistent	ADJ
aijes-7162	200	7	issue	issue	NOUN
aijes-7162	200	8	across	across	ADP
aijes-7162	200	9	multiple	multiple	ADJ
aijes-7162	200	10	sectors	sector	NOUN
aijes-7162	200	11	,	,	PUNCT
aijes-7162	200	12	including	include	VERB
aijes-7162	200	13	ict	ict	PROPN
aijes-7162	200	14	,	,	PUNCT
aijes-7162	200	15	medicine	medicine	NOUN
aijes-7162	200	16	,	,	PUNCT
aijes-7162	200	17	and	and	CCONJ
aijes-7162	200	18	engineering	engineering	NOUN
aijes-7162	200	19	.	.	PUNCT
aijes-7162	201	1	notably	notably	ADV
aijes-7162	201	2	,	,	PUNCT
aijes-7162	201	3	tech	tech	NOUN
aijes-7162	201	4	startups	startup	NOUN
aijes-7162	201	5	,	,	PUNCT
aijes-7162	201	6	which	which	PRON
aijes-7162	201	7	already	already	ADV
aijes-7162	201	8	face	face	VERB
aijes-7162	201	9	difficulties	difficulty	NOUN
aijes-7162	201	10	in	in	ADP
aijes-7162	201	11	attracting	attract	VERB
aijes-7162	201	12	qualified	qualified	ADJ
aijes-7162	201	13	personnel	personnel	NOUN
aijes-7162	201	14	due	due	ADJ
aijes-7162	201	15	to	to	ADP
aijes-7162	201	16	relatively	relatively	ADV
aijes-7162	201	17	low	low	ADJ
aijes-7162	201	18	salaries	salary	NOUN
aijes-7162	201	19	,	,	PUNCT
aijes-7162	201	20	are	be	AUX
aijes-7162	201	21	further	far	ADV
aijes-7162	201	22	challenged	challenge	VERB
aijes-7162	201	23	by	by	ADP
aijes-7162	201	24	the	the	DET
aijes-7162	201	25	high	high	ADJ
aijes-7162	201	26	turnover	turnover	NOUN
aijes-7162	201	27	of	of	ADP
aijes-7162	201	28	re	re	ADJ
aijes-7162	201	29	-	-	ADJ
aijes-7162	201	30	trained	train	VERB
aijes-7162	201	31	staff	staff	NOUN
aijes-7162	201	32	,	,	PUNCT
aijes-7162	201	33	resulting	result	VERB
aijes-7162	201	34	in	in	ADP
aijes-7162	201	35	resource	resource	NOUN
aijes-7162	201	36	losses	loss	NOUN
aijes-7162	201	37	after	after	ADP
aijes-7162	201	38	initial	initial	ADJ
aijes-7162	201	39	investments	investment	NOUN
aijes-7162	201	40	in	in	ADP
aijes-7162	201	41	skill	skill	NOUN
aijes-7162	201	42	development	development	NOUN
aijes-7162	201	43	.	.	PUNCT
aijes-7162	202	1			X
aijes-7162	202	2	employers	employer	NOUN
aijes-7162	202	3	across	across	ADP
aijes-7162	202	4	all	all	DET
aijes-7162	202	5	stem	stem	NOUN
aijes-7162	202	6	sectors	sector	NOUN
aijes-7162	202	7	report	report	VERB
aijes-7162	202	8	that	that	SCONJ
aijes-7162	202	9	the	the	DET
aijes-7162	202	10	knowledge	knowledge	NOUN
aijes-7162	202	11	and	and	CCONJ
aijes-7162	202	12	competencies	competency	NOUN
aijes-7162	202	13	of	of	ADP
aijes-7162	202	14	job	job	NOUN
aijes-7162	202	15	seekers	seeker	NOUN
aijes-7162	202	16	often	often	ADV
aijes-7162	202	17	fail	fail	VERB
aijes-7162	202	18	to	to	PART
aijes-7162	202	19	meet	meet	VERB
aijes-7162	202	20	market	market	NOUN
aijes-7162	202	21	demands	demand	NOUN
aijes-7162	202	22	.	.	PUNCT
aijes-7162	203	1	this	this	DET
aijes-7162	203	2	mismatch	mismatch	NOUN
aijes-7162	203	3	is	be	AUX
aijes-7162	203	4	particularly	particularly	ADV
aijes-7162	203	5	evident	evident	ADJ
aijes-7162	203	6	in	in	ADP
aijes-7162	203	7	the	the	DET
aijes-7162	203	8	lack	lack	NOUN
aijes-7162	203	9	of	of	ADP
aijes-7162	203	10	practical	practical	ADJ
aijes-7162	203	11	skills	skill	NOUN
aijes-7162	203	12	and	and	CCONJ
aijes-7162	203	13	the	the	DET
aijes-7162	203	14	limited	limited	ADJ
aijes-7162	203	15	applicability	applicability	NOUN
aijes-7162	203	16	of	of	ADP
aijes-7162	203	17	theoretical	theoretical	ADJ
aijes-7162	203	18	knowledge	knowledge	NOUN
aijes-7162	203	19	.	.	PUNCT
aijes-7162	204	1	although	although	SCONJ
aijes-7162	204	2	the	the	DET
aijes-7162	204	3	issue	issue	NOUN
aijes-7162	204	4	is	be	AUX
aijes-7162	204	5	widespread	widespread	ADJ
aijes-7162	204	6	,	,	PUNCT
aijes-7162	204	7	it	it	PRON
aijes-7162	204	8	employers	employer	NOUN
aijes-7162	204	9	perceive	perceive	VERB
aijes-7162	204	10	it	it	PRON
aijes-7162	204	11	as	as	ADP
aijes-7162	204	12	a	a	DET
aijes-7162	204	13	comparatively	comparatively	ADV
aijes-7162	204	14	less	less	ADV
aijes-7162	204	15	critical	critical	ADJ
aijes-7162	204	16	concern	concern	NOUN
aijes-7162	204	17	.	.	PUNCT
aijes-7162	205	1			X
aijes-7162	205	2	there	there	PRON
aijes-7162	205	3	is	be	VERB
aijes-7162	205	4	a	a	DET
aijes-7162	205	5	lack	lack	NOUN
aijes-7162	205	6	of	of	ADP
aijes-7162	205	7	sufficient	sufficient	ADJ
aijes-7162	205	8	efforts	effort	NOUN
aijes-7162	205	9	to	to	PART
aijes-7162	205	10	promote	promote	VERB
aijes-7162	205	11	stem	stem	NOUN
aijes-7162	205	12	education	education	NOUN
aijes-7162	205	13	and	and	CCONJ
aijes-7162	205	14	career	career	NOUN
aijes-7162	205	15	pathways	pathway	NOUN
aijes-7162	205	16	across	across	ADP
aijes-7162	205	17	all	all	DET
aijes-7162	205	18	stem	stem	NOUN
aijes-7162	205	19	fields	field	NOUN
aijes-7162	205	20	,	,	PUNCT
aijes-7162	205	21	which	which	PRON
aijes-7162	205	22	undermines	undermine	VERB
aijes-7162	205	23	labor	labor	NOUN
aijes-7162	205	24	market	market	NOUN
aijes-7162	205	25	readiness	readiness	NOUN
aijes-7162	205	26	and	and	CCONJ
aijes-7162	205	27	long	long	ADJ
aijes-7162	205	28	-	-	PUNCT
aijes-7162	205	29	term	term	NOUN
aijes-7162	205	30	workforce	workforce	NOUN
aijes-7162	205	31	planning	planning	NOUN
aijes-7162	205	32	.	.	PUNCT
aijes-7162	206	1			NOUN
aijes-7162	206	2	gender	gender	NOUN
aijes-7162	206	3	stereotypes	stereotype	NOUN
aijes-7162	206	4	negatively	negatively	ADV
aijes-7162	206	5	influence	influence	VERB
aijes-7162	206	6	hiring	hire	VERB
aijes-7162	206	7	practices	practice	NOUN
aijes-7162	206	8	and	and	CCONJ
aijes-7162	206	9	educational	educational	ADJ
aijes-7162	206	10	choices	choice	NOUN
aijes-7162	206	11	.	.	PUNCT
aijes-7162	207	1	for	for	ADP
aijes-7162	207	2	example	example	NOUN
aijes-7162	207	3	,	,	PUNCT
aijes-7162	207	4	women	woman	NOUN
aijes-7162	207	5	remain	remain	VERB
aijes-7162	207	6	underrepresented	underrepresented	ADJ
aijes-7162	207	7	in	in	ADP
aijes-7162	207	8	engineering	engineering	NOUN
aijes-7162	207	9	and	and	CCONJ
aijes-7162	207	10	ict	ict	PROPN
aijes-7162	207	11	sectors	sector	NOUN
aijes-7162	207	12	,	,	PUNCT
aijes-7162	207	13	while	while	SCONJ
aijes-7162	207	14	men	man	NOUN
aijes-7162	207	15	are	be	AUX
aijes-7162	207	16	underrepresented	underrepresente	VERB
aijes-7162	207	17	in	in	ADP
aijes-7162	207	18	nursing	nursing	NOUN
aijes-7162	207	19	professions	profession	NOUN
aijes-7162	207	20	.	.	PUNCT
aijes-7162	208	1	these	these	DET
aijes-7162	208	2	stereotypes	stereotype	NOUN
aijes-7162	208	3	,	,	PUNCT
aijes-7162	208	4	embedded	embed	VERB
aijes-7162	208	5	in	in	ADP
aijes-7162	208	6	societal	societal	ADJ
aijes-7162	208	7	attitudes	attitude	NOUN
aijes-7162	208	8	,	,	PUNCT
aijes-7162	208	9	discourage	discourage	VERB
aijes-7162	208	10	individuals	individual	NOUN
aijes-7162	208	11	from	from	ADP
aijes-7162	208	12	pursuing	pursue	VERB
aijes-7162	208	13	education	education	NOUN
aijes-7162	208	14	and	and	CCONJ
aijes-7162	208	15	careers	career	NOUN
aijes-7162	208	16	in	in	ADP
aijes-7162	208	17	certain	certain	ADJ
aijes-7162	208	18	stem	stem	NOUN
aijes-7162	208	19	fields	field	NOUN
aijes-7162	208	20	,	,	PUNCT
aijes-7162	208	21	exacerbating	exacerbate	VERB
aijes-7162	208	22	existing	exist	VERB
aijes-7162	208	23	labor	labor	NOUN
aijes-7162	208	24	shortages	shortage	NOUN
aijes-7162	208	25	.	.	PUNCT
aijes-7162	209	1			NOUN
aijes-7162	209	2	stem	stem	NOUN
aijes-7162	209	3	education	education	NOUN
aijes-7162	209	4	and	and	CCONJ
aijes-7162	209	5	career	career	NOUN
aijes-7162	209	6	opportunities	opportunity	NOUN
aijes-7162	209	7	are	be	AUX
aijes-7162	209	8	heavily	heavily	ADV
aijes-7162	209	9	concentrated	concentrated	ADJ
aijes-7162	209	10	in	in	ADP
aijes-7162	209	11	urban	urban	ADJ
aijes-7162	209	12	areas	area	NOUN
aijes-7162	209	13	,	,	PUNCT
aijes-7162	209	14	especially	especially	ADV
aijes-7162	209	15	tbilisi	tbilisi	ADJ
aijes-7162	209	16	,	,	PUNCT
aijes-7162	209	17	leading	lead	VERB
aijes-7162	209	18	to	to	ADP
aijes-7162	209	19	severe	severe	ADJ
aijes-7162	209	20	workforce	workforce	NOUN
aijes-7162	209	21	shortages	shortage	NOUN
aijes-7162	209	22	in	in	ADP
aijes-7162	209	23	rural	rural	ADJ
aijes-7162	209	24	regions	region	NOUN
aijes-7162	209	25	.	.	PUNCT
aijes-7162	210	1	limited	limited	ADJ
aijes-7162	210	2	infrastructure	infrastructure	NOUN
aijes-7162	210	3	and	and	CCONJ
aijes-7162	210	4	training	training	NOUN
aijes-7162	210	5	centers	center	NOUN
aijes-7162	210	6	outside	outside	ADP
aijes-7162	210	7	cities	city	NOUN
aijes-7162	210	8	create	create	VERB
aijes-7162	210	9	critical	critical	ADJ
aijes-7162	210	10	skill	skill	NOUN
aijes-7162	210	11	gaps	gap	NOUN
aijes-7162	210	12	and	and	CCONJ
aijes-7162	210	13	deepen	deepen	VERB
aijes-7162	210	14	regional	regional	ADJ
aijes-7162	210	15	inequalities	inequality	NOUN
aijes-7162	210	16	.	.	PUNCT
aijes-7162	211	1	the	the	DET
aijes-7162	211	2	recommendations	recommendation	NOUN
aijes-7162	211	3	are	be	AUX
aijes-7162	211	4	based	base	VERB
aijes-7162	211	5	solely	solely	ADV
aijes-7162	211	6	on	on	ADP
aijes-7162	211	7	the	the	DET
aijes-7162	211	8	perspectives	perspective	NOUN
aijes-7162	211	9	of	of	ADP
aijes-7162	211	10	employers	employer	NOUN
aijes-7162	211	11	and	and	CCONJ
aijes-7162	211	12	are	be	AUX
aijes-7162	211	13	intended	intend	VERB
aijes-7162	211	14	for	for	ADP
aijes-7162	211	15	key	key	ADJ
aijes-7162	211	16	stakeholders	stakeholder	NOUN
aijes-7162	211	17	in	in	ADP
aijes-7162	211	18	higher	high	ADJ
aijes-7162	211	19	education	education	NOUN
aijes-7162	211	20	,	,	PUNCT
aijes-7162	211	21	government	government	NOUN
aijes-7162	211	22	,	,	PUNCT
aijes-7162	211	23	and	and	CCONJ
aijes-7162	211	24	the	the	DET
aijes-7162	211	25	private	private	ADJ
aijes-7162	211	26	sector	sector	NOUN
aijes-7162	211	27	.	.	PUNCT
aijes-7162	212	1	insights	insight	NOUN
aijes-7162	212	2	understanding	understand	VERB
aijes-7162	212	3	stem	stem	NOUN
aijes-7162	212	4	employment	employment	NOUN
aijes-7162	212	5	challenges	challenge	NOUN
aijes-7162	212	6	in	in	ADP
aijes-7162	212	7	georgia	georgia	PROPN
aijes-7162	212	8	:	:	PUNCT
aijes-7162	212	9	a	a	DET
aijes-7162	212	10	qualitative	qualitative	ADJ
aijes-7162	212	11	analysis	analysis	NOUN
aijes-7162	212	12	of	of	ADP
aijes-7162	212	13	employer	employer	NOUN
aijes-7162	212	14	perspectives	perspective	NOUN
aijes-7162	212	15	326	326	NUM
aijes-7162	212	16	from	from	ADP
aijes-7162	212	17	students	student	NOUN
aijes-7162	212	18	,	,	PUNCT
aijes-7162	212	19	educators	educator	NOUN
aijes-7162	212	20	,	,	PUNCT
aijes-7162	212	21	or	or	CCONJ
aijes-7162	212	22	policymakers	policymaker	NOUN
aijes-7162	212	23	may	may	AUX
aijes-7162	212	24	lead	lead	VERB
aijes-7162	212	25	to	to	ADP
aijes-7162	212	26	different	different	ADJ
aijes-7162	212	27	or	or	CCONJ
aijes-7162	212	28	additional	additional	ADJ
aijes-7162	212	29	recommendations	recommendation	NOUN
aijes-7162	212	30	.	.	PUNCT
aijes-7162	213	1			NOUN
aijes-7162	213	2	universities	university	NOUN
aijes-7162	213	3	are	be	AUX
aijes-7162	213	4	encouraged	encourage	VERB
aijes-7162	213	5	to	to	PART
aijes-7162	213	6	strengthen	strengthen	VERB
aijes-7162	213	7	cooperation	cooperation	NOUN
aijes-7162	213	8	with	with	ADP
aijes-7162	213	9	employers	employer	NOUN
aijes-7162	213	10	to	to	PART
aijes-7162	213	11	enhance	enhance	VERB
aijes-7162	213	12	students	student	NOUN
aijes-7162	213	13	’	'	PUNCT
aijes-7162	213	14	practical	practical	ADJ
aijes-7162	213	15	training	training	NOUN
aijes-7162	213	16	and	and	CCONJ
aijes-7162	213	17	improve	improve	VERB
aijes-7162	213	18	their	their	PRON
aijes-7162	213	19	transition	transition	NOUN
aijes-7162	213	20	into	into	ADP
aijes-7162	213	21	the	the	DET
aijes-7162	213	22	workforce	workforce	NOUN
aijes-7162	213	23	.	.	PUNCT
aijes-7162	214	1	this	this	PRON
aijes-7162	214	2	includes	include	VERB
aijes-7162	214	3	aligning	align	VERB
aijes-7162	214	4	academic	academic	ADJ
aijes-7162	214	5	programs	program	NOUN
aijes-7162	214	6	more	more	ADV
aijes-7162	214	7	closely	closely	ADV
aijes-7162	214	8	with	with	ADP
aijes-7162	214	9	current	current	ADJ
aijes-7162	214	10	labor	labor	NOUN
aijes-7162	214	11	market	market	NOUN
aijes-7162	214	12	demands	demand	NOUN
aijes-7162	214	13	.	.	PUNCT
aijes-7162	215	1			X
aijes-7162	215	2	to	to	PART
aijes-7162	215	3	foster	foster	VERB
aijes-7162	215	4	innovation	innovation	NOUN
aijes-7162	215	5	,	,	PUNCT
aijes-7162	215	6	it	it	PRON
aijes-7162	215	7	is	be	AUX
aijes-7162	215	8	recommended	recommend	VERB
aijes-7162	215	9	to	to	PART
aijes-7162	215	10	promote	promote	VERB
aijes-7162	215	11	the	the	DET
aijes-7162	215	12	commercialization	commercialization	NOUN
aijes-7162	215	13	of	of	ADP
aijes-7162	215	14	research	research	NOUN
aijes-7162	215	15	through	through	ADP
aijes-7162	215	16	the	the	DET
aijes-7162	215	17	establishment	establishment	NOUN
aijes-7162	215	18	and	and	CCONJ
aijes-7162	215	19	integration	integration	NOUN
aijes-7162	215	20	of	of	ADP
aijes-7162	215	21	r&d	r&d	NOUN
aijes-7162	215	22	centers	center	NOUN
aijes-7162	215	23	within	within	ADP
aijes-7162	215	24	universities	university	NOUN
aijes-7162	215	25	.	.	PUNCT
aijes-7162	216	1			X
aijes-7162	217	1	at	at	ADP
aijes-7162	217	2	the	the	DET
aijes-7162	217	3	policy	policy	NOUN
aijes-7162	217	4	level	level	NOUN
aijes-7162	217	5	,	,	PUNCT
aijes-7162	217	6	setting	set	VERB
aijes-7162	217	7	a	a	DET
aijes-7162	217	8	progressively	progressively	ADV
aijes-7162	217	9	increasing	increase	VERB
aijes-7162	217	10	national	national	ADJ
aijes-7162	217	11	target	target	NOUN
aijes-7162	217	12	for	for	ADP
aijes-7162	217	13	r&d	r&d	NOUN
aijes-7162	217	14	expenditure	expenditure	NOUN
aijes-7162	217	15	as	as	ADP
aijes-7162	217	16	a	a	DET
aijes-7162	217	17	share	share	NOUN
aijes-7162	217	18	of	of	ADP
aijes-7162	217	19	gdp	gdp	NOUN
aijes-7162	217	20	,	,	PUNCT
aijes-7162	217	21	along	along	ADP
aijes-7162	217	22	with	with	ADP
aijes-7162	217	23	regular	regular	ADJ
aijes-7162	217	24	monitoring	monitoring	NOUN
aijes-7162	217	25	,	,	PUNCT
aijes-7162	217	26	would	would	AUX
aijes-7162	217	27	help	help	VERB
aijes-7162	217	28	support	support	VERB
aijes-7162	217	29	sustainable	sustainable	ADJ
aijes-7162	217	30	scientific	scientific	ADJ
aijes-7162	217	31	and	and	CCONJ
aijes-7162	217	32	technological	technological	ADJ
aijes-7162	217	33	development	development	NOUN
aijes-7162	217	34	.	.	PUNCT
aijes-7162	218	1			X
aijes-7162	218	2	a	a	DET
aijes-7162	218	3	stem	stem	NOUN
aijes-7162	218	4	employer	employer	NOUN
aijes-7162	218	5	working	working	NOUN
aijes-7162	218	6	group	group	NOUN
aijes-7162	218	7	,	,	PUNCT
aijes-7162	218	8	composed	compose	VERB
aijes-7162	218	9	of	of	ADP
aijes-7162	218	10	private	private	ADJ
aijes-7162	218	11	sector	sector	NOUN
aijes-7162	218	12	stakeholders	stakeholder	NOUN
aijes-7162	218	13	,	,	PUNCT
aijes-7162	218	14	could	could	AUX
aijes-7162	218	15	regularly	regularly	ADV
aijes-7162	218	16	inform	inform	VERB
aijes-7162	218	17	universities	university	NOUN
aijes-7162	218	18	about	about	ADP
aijes-7162	218	19	evolving	evolve	VERB
aijes-7162	218	20	labor	labor	NOUN
aijes-7162	218	21	market	market	NOUN
aijes-7162	218	22	needs	need	NOUN
aijes-7162	218	23	and	and	CCONJ
aijes-7162	218	24	collaborate	collaborate	VERB
aijes-7162	218	25	with	with	ADP
aijes-7162	218	26	public	public	ADJ
aijes-7162	218	27	institutions	institution	NOUN
aijes-7162	218	28	to	to	PART
aijes-7162	218	29	attract	attract	VERB
aijes-7162	218	30	further	further	ADJ
aijes-7162	218	31	investment	investment	NOUN
aijes-7162	218	32	into	into	ADP
aijes-7162	218	33	the	the	DET
aijes-7162	218	34	stem	stem	NOUN
aijes-7162	218	35	sector	sector	NOUN
aijes-7162	218	36	.	.	PUNCT
aijes-7162	219	1	acknowledgment	acknowledgment	NOUN
aijes-7162	219	2	:	:	PUNCT
aijes-7162	219	3	this	this	DET
aijes-7162	219	4	academic	academic	ADJ
aijes-7162	219	5	article	article	NOUN
aijes-7162	219	6	draws	draw	VERB
aijes-7162	219	7	on	on	ADP
aijes-7162	219	8	data	datum	NOUN
aijes-7162	219	9	collected	collect	VERB
aijes-7162	219	10	as	as	ADP
aijes-7162	219	11	part	part	NOUN
aijes-7162	219	12	of	of	ADP
aijes-7162	219	13	the	the	DET
aijes-7162	219	14	2024	2024	NUM
aijes-7162	219	15	policyoriented	policyoriente	VERB
aijes-7162	219	16	research	research	NOUN
aijes-7162	219	17	project	project	NOUN
aijes-7162	219	18	"	"	PUNCT
aijes-7162	219	19	stem	stem	VERB
aijes-7162	219	20	opportunities	opportunity	NOUN
aijes-7162	219	21	and	and	CCONJ
aijes-7162	219	22	challenges	challenge	NOUN
aijes-7162	219	23	in	in	ADP
aijes-7162	219	24	georgia	georgia	PROPN
aijes-7162	219	25	:	:	PUNCT
aijes-7162	219	26	analysis	analysis	NOUN
aijes-7162	219	27	of	of	ADP
aijes-7162	219	28	the	the	DET
aijes-7162	219	29	education	education	NOUN
aijes-7162	219	30	system	system	NOUN
aijes-7162	219	31	,	,	PUNCT
aijes-7162	219	32	labor	labor	NOUN
aijes-7162	219	33	market	market	NOUN
aijes-7162	219	34	,	,	PUNCT
aijes-7162	219	35	and	and	CCONJ
aijes-7162	219	36	legislative	legislative	ADJ
aijes-7162	219	37	framework	framework	NOUN
aijes-7162	219	38	,	,	PUNCT
aijes-7162	219	39	"	"	PUNCT
aijes-7162	219	40	conducted	conduct	VERB
aijes-7162	219	41	by	by	ADP
aijes-7162	219	42	the	the	DET
aijes-7162	219	43	business	business	NOUN
aijes-7162	219	44	and	and	CCONJ
aijes-7162	219	45	technology	technology	NOUN
aijes-7162	219	46	university	university	NOUN
aijes-7162	219	47	in	in	ADP
aijes-7162	219	48	collaboration	collaboration	NOUN
aijes-7162	219	49	with	with	ADP
aijes-7162	219	50	the	the	DET
aijes-7162	219	51	parliamentary	parliamentary	ADJ
aijes-7162	219	52	research	research	NOUN
aijes-7162	219	53	center	center	NOUN
aijes-7162	219	54	of	of	ADP
aijes-7162	219	55	georgia	georgia	PROPN
aijes-7162	219	56	,	,	PUNCT
aijes-7162	219	57	with	with	ADP
aijes-7162	219	58	official	official	ADJ
aijes-7162	219	59	permission	permission	NOUN
aijes-7162	219	60	granted	grant	VERB
aijes-7162	219	61	for	for	ADP
aijes-7162	219	62	its	its	PRON
aijes-7162	219	63	use	use	NOUN
aijes-7162	219	64	.	.	PUNCT
aijes-7162	220	1	however	however	ADV
aijes-7162	220	2	,	,	PUNCT
aijes-7162	220	3	the	the	DET
aijes-7162	220	4	academic	academic	ADJ
aijes-7162	220	5	findings	finding	NOUN
aijes-7162	220	6	presented	present	VERB
aijes-7162	220	7	in	in	ADP
aijes-7162	220	8	this	this	DET
aijes-7162	220	9	article	article	NOUN
aijes-7162	220	10	are	be	AUX
aijes-7162	220	11	the	the	DET
aijes-7162	220	12	result	result	NOUN
aijes-7162	220	13	of	of	ADP
aijes-7162	220	14	independent	independent	ADJ
aijes-7162	220	15	analysis	analysis	NOUN
aijes-7162	220	16	and	and	CCONJ
aijes-7162	220	17	do	do	AUX
aijes-7162	220	18	not	not	PART
aijes-7162	220	19	necessarily	necessarily	ADV
aijes-7162	220	20	reflect	reflect	VERB
aijes-7162	220	21	the	the	DET
aijes-7162	220	22	views	view	NOUN
aijes-7162	220	23	of	of	ADP
aijes-7162	220	24	the	the	DET
aijes-7162	220	25	original	original	ADJ
aijes-7162	220	26	research	research	NOUN
aijes-7162	220	27	project	project	NOUN
aijes-7162	220	28	.	.	PUNCT
aijes-7162	221	1	references	reference	NOUN
aijes-7162	221	2	1	1	NUM
aijes-7162	221	3	.	.	X
aijes-7162	221	4	ali	ali	PROPN
aijes-7162	221	5	,	,	PUNCT
aijes-7162	221	6	h.	h.	PROPN
aijes-7162	221	7	,	,	PUNCT
aijes-7162	221	8	&	&	CCONJ
aijes-7162	221	9	bangalore	bangalore	PROPN
aijes-7162	221	10	,	,	PUNCT
aijes-7162	221	11	h.	h.	PROPN
aijes-7162	221	12	(	(	PUNCT
aijes-7162	221	13	2025	2025	NUM
aijes-7162	221	14	)	)	PUNCT
aijes-7162	221	15	.	.	PUNCT
aijes-7162	222	1	fostering	foster	VERB
aijes-7162	222	2	stem	stem	NOUN
aijes-7162	222	3	identity	identity	NOUN
aijes-7162	222	4	:	:	PUNCT
aijes-7162	222	5	how	how	SCONJ
aijes-7162	222	6	culturally	culturally	ADV
aijes-7162	222	7	relevant	relevant	ADJ
aijes-7162	222	8	engineering	engineering	NOUN
aijes-7162	222	9	enhances	enhance	VERB
aijes-7162	222	10	student	student	NOUN
aijes-7162	222	11	perception	perception	NOUN
aijes-7162	222	12	and	and	CCONJ
aijes-7162	222	13	participation	participation	NOUN
aijes-7162	222	14	.	.	PUNCT
aijes-7162	223	1	aligning	align	VERB
aijes-7162	223	2	stem	stem	NOUN
aijes-7162	223	3	education	education	NOUN
aijes-7162	223	4	with	with	ADP
aijes-7162	223	5	labor	labor	NOUN
aijes-7162	223	6	needs	need	NOUN
aijes-7162	223	7	.	.	PUNCT
aijes-7162	224	1	global	global	ADJ
aijes-7162	224	2	stem	stem	NOUN
aijes-7162	224	3	education	education	NOUN
aijes-7162	224	4	review	review	NOUN
aijes-7162	224	5	.	.	PUNCT
aijes-7162	225	1	2	2	NUM
aijes-7162	225	2	.	.	X
aijes-7162	225	3	auriol	auriol	PROPN
aijes-7162	225	4	,	,	PUNCT
aijes-7162	225	5	l.	l.	PROPN
aijes-7162	225	6	(	(	PUNCT
aijes-7162	225	7	2010	2010	NUM
aijes-7162	225	8	)	)	PUNCT
aijes-7162	225	9	.	.	PUNCT
aijes-7162	226	1	careers	career	NOUN
aijes-7162	226	2	of	of	ADP
aijes-7162	226	3	doctorate	doctorate	NOUN
aijes-7162	226	4	holders	holder	NOUN
aijes-7162	226	5	:	:	PUNCT
aijes-7162	226	6	employment	employment	NOUN
aijes-7162	226	7	and	and	CCONJ
aijes-7162	226	8	mobility	mobility	NOUN
aijes-7162	226	9	patterns	pattern	NOUN
aijes-7162	226	10	.	.	PUNCT
aijes-7162	227	1	oecd	oecd	PROPN
aijes-7162	227	2	.	.	PROPN
aijes-7162	228	1	3	3	X
aijes-7162	228	2	.	.	X
aijes-7162	228	3	biagi	biagi	PROPN
aijes-7162	228	4	,	,	PUNCT
aijes-7162	228	5	f.	f.	PROPN
aijes-7162	228	6	,	,	PUNCT
aijes-7162	228	7	&	&	CCONJ
aijes-7162	228	8	castaño	castaño	PROPN
aijes-7162	228	9	muñoz	muñoz	PROPN
aijes-7162	228	10	,	,	PUNCT
aijes-7162	228	11	j.	j.	PROPN
aijes-7162	228	12	(	(	PUNCT
aijes-7162	228	13	2020	2020	NUM
aijes-7162	228	14	)	)	PUNCT
aijes-7162	228	15	.	.	PUNCT
aijes-7162	229	1	education	education	NOUN
aijes-7162	229	2	and	and	CCONJ
aijes-7162	229	3	employment	employment	NOUN
aijes-7162	229	4	mismatch	mismatch	NOUN
aijes-7162	229	5	in	in	ADP
aijes-7162	229	6	the	the	DET
aijes-7162	229	7	eu	eu	PROPN
aijes-7162	229	8	.	.	PROPN
aijes-7162	229	9	jrc	jrc	PROPN
aijes-7162	229	10	working	working	PROPN
aijes-7162	229	11	paper	paper	PROPN
aijes-7162	229	12	series	series	NOUN
aijes-7162	229	13	.	.	PUNCT
aijes-7162	230	1	4	4	X
aijes-7162	230	2	.	.	X
aijes-7162	230	3	burgos	burgo	NOUN
aijes-7162	230	4	-	-	PUNCT
aijes-7162	230	5	lopez	lopez	PROPN
aijes-7162	230	6	,	,	PUNCT
aijes-7162	230	7	m.	m.	NOUN
aijes-7162	230	8	y.	y.	PROPN
aijes-7162	230	9	,	,	PUNCT
aijes-7162	230	10	ibarra	ibarra	PROPN
aijes-7162	230	11	-	-	PUNCT
aijes-7162	230	12	herrera	herrera	NOUN
aijes-7162	230	13	,	,	PUNCT
aijes-7162	230	14	c.	c.	PROPN
aijes-7162	230	15	c.	c.	PROPN
aijes-7162	230	16	,	,	PUNCT
aijes-7162	230	17	&	&	CCONJ
aijes-7162	230	18	chuck	chuck	PROPN
aijes-7162	230	19	-	-	PUNCT
aijes-7162	230	20	hernández	hernández	PROPN
aijes-7162	230	21	,	,	PUNCT
aijes-7162	230	22	c.	c.	PROPN
aijes-7162	230	23	(	(	PUNCT
aijes-7162	230	24	2024	2024	NUM
aijes-7162	230	25	,	,	PUNCT
aijes-7162	230	26	december	december	PROPN
aijes-7162	230	27	)	)	PUNCT
aijes-7162	230	28	.	.	PUNCT
aijes-7162	231	1	fighting	fight	VERB
aijes-7162	231	2	the	the	DET
aijes-7162	231	3	gender	gender	NOUN
aijes-7162	231	4	drop	drop	VERB
aijes-7162	231	5	off	off	ADP
aijes-7162	231	6	from	from	ADP
aijes-7162	231	7	stem	stem	NOUN
aijes-7162	231	8	careers	career	NOUN
aijes-7162	231	9	throughout	throughout	ADP
aijes-7162	231	10	the	the	DET
aijes-7162	231	11	university	university	NOUN
aijes-7162	231	12	-	-	PUNCT
aijes-7162	231	13	industry	industry	NOUN
aijes-7162	231	14	collaboration	collaboration	NOUN
aijes-7162	231	15	:	:	PUNCT
aijes-7162	231	16	effects	effect	NOUN
aijes-7162	231	17	of	of	ADP
aijes-7162	231	18	corporate	corporate	ADJ
aijes-7162	231	19	mentorship	mentorship	NOUN
aijes-7162	231	20	.	.	PUNCT
aijes-7162	232	1	in	in	ADP
aijes-7162	232	2	2024	2024	NUM
aijes-7162	232	3	world	world	NOUN
aijes-7162	232	4	engineering	engineering	NOUN
aijes-7162	232	5	education	education	NOUN
aijes-7162	232	6	forumglobal	forumglobal	ADJ
aijes-7162	232	7	engineering	engineering	PROPN
aijes-7162	232	8	deans	deans	PROPN
aijes-7162	232	9	council	council	PROPN
aijes-7162	232	10	(	(	PUNCT
aijes-7162	232	11	weef	weef	PROPN
aijes-7162	232	12	-	-	PUNCT
aijes-7162	232	13	gedc	gedc	NOUN
aijes-7162	232	14	)	)	PUNCT
aijes-7162	232	15	(	(	PUNCT
aijes-7162	232	16	pp	pp	X
aijes-7162	232	17	.	.	PUNCT
aijes-7162	232	18	1	1	NUM
aijes-7162	232	19	-	-	SYM
aijes-7162	232	20	8)	8)	NUM
aijes-7162	232	21	.	.	PUNCT
aijes-7162	232	22	ieee	ieee	NOUN
aijes-7162	232	23	.	.	PUNCT
aijes-7162	233	1	skill	skill	NOUN
aijes-7162	233	2	gaps	gap	NOUN
aijes-7162	233	3	in	in	ADP
aijes-7162	233	4	modern	modern	ADJ
aijes-7162	233	5	tech	tech	NOUN
aijes-7162	233	6	industries	industry	NOUN
aijes-7162	233	7	.	.	PUNCT
aijes-7162	234	1	tech	tech	NOUN
aijes-7162	234	2	workforce	workforce	PROPN
aijes-7162	234	3	journal	journal	PROPN
aijes-7162	234	4	.	.	PUNCT
aijes-7162	235	1	5	5	X
aijes-7162	235	2	.	.	X
aijes-7162	235	3	conde	conde	PROPN
aijes-7162	235	4	-	-	PUNCT
aijes-7162	235	5	ruiz	ruiz	NOUN
aijes-7162	235	6	,	,	PUNCT
aijes-7162	235	7	j.	j.	PROPN
aijes-7162	235	8	i.	i.	PROPN
aijes-7162	235	9	,	,	PUNCT
aijes-7162	235	10	ganuza	ganuza	NOUN
aijes-7162	235	11	fernandez	fernandez	PROPN
aijes-7162	235	12	,	,	PUNCT
aijes-7162	235	13	j.	j.	PROPN
aijes-7162	235	14	j.	j.	PROPN
aijes-7162	235	15	,	,	PUNCT
aijes-7162	235	16	garcía	garcía	ADJ
aijes-7162	235	17	,	,	PUNCT
aijes-7162	235	18	m.	m.	NOUN
aijes-7162	235	19	,	,	PUNCT
aijes-7162	235	20	&	&	CCONJ
aijes-7162	235	21	victoria	victoria	PROPN
aijes-7162	235	22	lanzón	lanzón	PROPN
aijes-7162	235	23	,	,	PUNCT
aijes-7162	235	24	c.	c.	PROPN
aijes-7162	235	25	(	(	PUNCT
aijes-7162	235	26	2024	2024	NUM
aijes-7162	235	27	)	)	PUNCT
aijes-7162	235	28	.	.	PUNCT
aijes-7162	236	1	ai	ai	VERB
aijes-7162	236	2	and	and	CCONJ
aijes-7162	236	3	digital	digital	ADJ
aijes-7162	236	4	technology	technology	NOUN
aijes-7162	236	5	:	:	PUNCT
aijes-7162	236	6	gender	gender	NOUN
aijes-7162	236	7	gaps	gap	NOUN
aijes-7162	236	8	in	in	ADP
aijes-7162	236	9	higher	high	ADJ
aijes-7162	236	10	education	education	NOUN
aijes-7162	236	11	.	.	PUNCT
aijes-7162	237	1	cesifo	cesifo	PROPN
aijes-7162	237	2	economic	economic	ADJ
aijes-7162	237	3	studies	study	NOUN
aijes-7162	237	4	,	,	PUNCT
aijes-7162	237	5	70(3	70(3	NOUN
aijes-7162	237	6	)	)	PUNCT
aijes-7162	237	7	,	,	PUNCT
aijes-7162	237	8	244270.pay	244270.pay	NUM
aijes-7162	237	9	inequities	inequity	NOUN
aijes-7162	237	10	in	in	ADP
aijes-7162	237	11	stem	stem	NOUN
aijes-7162	237	12	.	.	PUNCT
aijes-7162	238	1	gender	gender	NOUN
aijes-7162	238	2	&	&	CCONJ
aijes-7162	238	3	work	work	PROPN
aijes-7162	238	4	journal	journal	NOUN
aijes-7162	238	5	.	.	PUNCT
aijes-7162	239	1	6	6	NUM
aijes-7162	239	2	.	.	X
aijes-7162	239	3	costa	costa	PROPN
aijes-7162	239	4	,	,	PUNCT
aijes-7162	239	5	l.	l.	PROPN
aijes-7162	239	6	f.	f.	PROPN
aijes-7162	239	7	c.	c.	PROPN
aijes-7162	239	8	,	,	PUNCT
aijes-7162	239	9	nascimento	nascimento	PROPN
aijes-7162	239	10	,	,	PUNCT
aijes-7162	239	11	l.	l.	PROPN
aijes-7162	239	12	m.	m.	PROPN
aijes-7162	239	13	a.	a.	PROPN
aijes-7162	239	14	,	,	PUNCT
aijes-7162	239	15	de	de	X
aijes-7162	239	16	lima	lima	PROPN
aijes-7162	239	17	,	,	PUNCT
aijes-7162	239	18	y.	y.	PROPN
aijes-7162	239	19	o.	o.	PROPN
aijes-7162	239	20	,	,	PUNCT
aijes-7162	239	21	santos	santos	PROPN
aijes-7162	239	22	,	,	PUNCT
aijes-7162	239	23	a.	a.	NOUN
aijes-7162	239	24	m.	m.	NOUN
aijes-7162	239	25	,	,	PUNCT
aijes-7162	239	26	barbosa	barbosa	PROPN
aijes-7162	239	27	,	,	PUNCT
aijes-7162	239	28	c.	c.	PROPN
aijes-7162	239	29	e.	e.	PROPN
aijes-7162	239	30	,	,	PUNCT
aijes-7162	239	31	xexéo	xexéo	PROPN
aijes-7162	239	32	,	,	PUNCT
aijes-7162	239	33	g.	g.	PROPN
aijes-7162	239	34	,	,	PUNCT
aijes-7162	239	35	&	&	CCONJ
aijes-7162	239	36	de	de	PROPN
aijes-7162	239	37	souza	souza	PROPN
aijes-7162	239	38	,	,	PUNCT
aijes-7162	239	39	j.	j.	PROPN
aijes-7162	239	40	m.	m.	PROPN
aijes-7162	239	41	(	(	PUNCT
aijes-7162	239	42	2024	2024	NUM
aijes-7162	239	43	)	)	PUNCT
aijes-7162	239	44	.	.	PUNCT
aijes-7162	240	1	women	woman	NOUN
aijes-7162	240	2	’s	’s	PART
aijes-7162	240	3	journey	journey	NOUN
aijes-7162	240	4	in	in	ADP
aijes-7162	240	5	stem	stem	NOUN
aijes-7162	240	6	education	education	NOUN
aijes-7162	240	7	in	in	ADP
aijes-7162	240	8	brazil	brazil	PROPN
aijes-7162	240	9	:	:	PUNCT
aijes-7162	240	10	a	a	DET
aijes-7162	240	11	rapid	rapid	ADJ
aijes-7162	240	12	review	review	NOUN
aijes-7162	240	13	on	on	ADP
aijes-7162	240	14	engineering	engineering	NOUN
aijes-7162	240	15	and	and	CCONJ
aijes-7162	240	16	computer	computer	NOUN
aijes-7162	240	17	science	science	NOUN
aijes-7162	240	18	.	.	PUNCT
aijes-7162	241	1	ieee	ieee	NOUN
aijes-7162	241	2	access	access	NOUN
aijes-7162	241	3	..	..	PUNCT
aijes-7162	241	4	(	(	PUNCT
aijes-7162	241	5	2025	2025	NUM
aijes-7162	241	6	)	)	PUNCT
aijes-7162	241	7	.	.	PUNCT
aijes-7162	242	1	gender	gender	NOUN
aijes-7162	242	2	bias	bias	NOUN
aijes-7162	242	3	in	in	ADP
aijes-7162	242	4	green	green	ADJ
aijes-7162	242	5	tech	tech	NOUN
aijes-7162	242	6	careers	career	NOUN
aijes-7162	242	7	.	.	PUNCT
aijes-7162	243	1	sustainable	sustainable	ADJ
aijes-7162	243	2	industry	industry	NOUN
aijes-7162	243	3	review	review	NOUN
aijes-7162	243	4	.	.	PUNCT
aijes-7162	244	1	7	7	X
aijes-7162	244	2	.	.	X
aijes-7162	244	3	delavallade	delavallade	PROPN
aijes-7162	244	4	,	,	PUNCT
aijes-7162	244	5	c.	c.	PROPN
aijes-7162	244	6	,	,	PUNCT
aijes-7162	244	7	koussoubé	koussoubé	PROPN
aijes-7162	244	8	,	,	PUNCT
aijes-7162	244	9	e.	e.	PROPN
aijes-7162	244	10	,	,	PUNCT
aijes-7162	244	11	rouanet	rouanet	PROPN
aijes-7162	244	12	,	,	PUNCT
aijes-7162	244	13	l.	l.	PROPN
aijes-7162	244	14	,	,	PUNCT
aijes-7162	244	15	&	&	CCONJ
aijes-7162	244	16	zenaki	zenaki	PROPN
aijes-7162	244	17	,	,	PUNCT
aijes-7162	244	18	m.	m.	NOUN
aijes-7162	244	19	(	(	PUNCT
aijes-7162	244	20	2024	2024	NUM
aijes-7162	244	21	)	)	PUNCT
aijes-7162	244	22	.	.	PUNCT
aijes-7162	245	1	exploring	explore	VERB
aijes-7162	245	2	the	the	DET
aijes-7162	245	3	drivers	driver	NOUN
aijes-7162	245	4	of	of	ADP
aijes-7162	245	5	youth	youth	NOUN
aijes-7162	245	6	pursuing	pursue	VERB
aijes-7162	245	7	vocational	vocational	ADJ
aijes-7162	245	8	training	training	NOUN
aijes-7162	245	9	in	in	ADP
aijes-7162	245	10	high	high	ADV
aijes-7162	245	11	-	-	PUNCT
aijes-7162	245	12	paying	pay	VERB
aijes-7162	245	13	sectors	sector	NOUN
aijes-7162	245	14	in	in	ADP
aijes-7162	245	15	côte	côte	PROPN
aijes-7162	245	16	d'ivoire	d'ivoire	PROPN
aijes-7162	245	17	.	.	PUNCT
aijes-7162	246	1	world	world	PROPN
aijes-7162	246	2	bank	bank	PROPN
aijes-7162	246	3	.	.	PUNCT
aijes-7162	247	1	8	8	X
aijes-7162	247	2	.	.	X
aijes-7162	248	1	deming	deming	PROPN
aijes-7162	248	2	,	,	PUNCT
aijes-7162	248	3	d.	d.	PROPN
aijes-7162	248	4	j.	j.	PROPN
aijes-7162	248	5	,	,	PUNCT
aijes-7162	248	6	&	&	CCONJ
aijes-7162	248	7	noray	noray	PROPN
aijes-7162	248	8	,	,	PUNCT
aijes-7162	248	9	k.	k.	PROPN
aijes-7162	248	10	l.	l.	PROPN
aijes-7162	248	11	(	(	PUNCT
aijes-7162	248	12	2018	2018	NUM
aijes-7162	248	13	)	)	PUNCT
aijes-7162	248	14	.	.	PUNCT
aijes-7162	249	1	stem	stem	NOUN
aijes-7162	249	2	careers	career	NOUN
aijes-7162	249	3	and	and	CCONJ
aijes-7162	249	4	the	the	DET
aijes-7162	249	5	changing	change	VERB
aijes-7162	249	6	skill	skill	NOUN
aijes-7162	249	7	requirements	requirement	NOUN
aijes-7162	249	8	of	of	ADP
aijes-7162	249	9	work	work	NOUN
aijes-7162	249	10	(	(	PUNCT
aijes-7162	249	11	no	no	INTJ
aijes-7162	249	12	.	.	PUNCT
aijes-7162	249	13	w25065	w25065	NOUN
aijes-7162	249	14	)	)	PUNCT
aijes-7162	249	15	.	.	PUNCT
aijes-7162	250	1	national	national	PROPN
aijes-7162	250	2	bureau	bureau	PROPN
aijes-7162	250	3	of	of	ADP
aijes-7162	250	4	economic	economic	ADJ
aijes-7162	250	5	research	research	NOUN
aijes-7162	250	6	.	.	PUNCT
aijes-7162	250	7	)	)	PUNCT
aijes-7162	250	8	.	.	PUNCT
aijes-7162	251	1	stem	stem	NOUN
aijes-7162	251	2	careers	career	NOUN
aijes-7162	251	3	and	and	CCONJ
aijes-7162	251	4	changing	change	VERB
aijes-7162	251	5	skills	skill	NOUN
aijes-7162	251	6	.	.	PUNCT
aijes-7162	252	1	nber	nber	PROPN
aijes-7162	252	2	working	working	PROPN
aijes-7162	252	3	paper	paper	PROPN
aijes-7162	252	4	series	series	NOUN
aijes-7162	252	5	.	.	PUNCT
aijes-7162	253	1	9	9	X
aijes-7162	253	2	.	.	X
aijes-7162	253	3	dolgikh	dolgikh	PROPN
aijes-7162	253	4	,	,	PUNCT
aijes-7162	253	5	s.	s.	PROPN
aijes-7162	253	6	,	,	PUNCT
aijes-7162	253	7	&	&	CCONJ
aijes-7162	253	8	potanin	potanin	PROPN
aijes-7162	253	9	,	,	PUNCT
aijes-7162	253	10	b.	b.	PROPN
aijes-7162	253	11	(	(	PUNCT
aijes-7162	253	12	2025	2025	NUM
aijes-7162	253	13	)	)	PUNCT
aijes-7162	253	14	.	.	PUNCT
aijes-7162	254	1	gender	gender	NOUN
aijes-7162	254	2	differences	difference	NOUN
aijes-7162	254	3	in	in	ADP
aijes-7162	254	4	the	the	DET
aijes-7162	254	5	returns	return	NOUN
aijes-7162	254	6	to	to	ADP
aijes-7162	254	7	education	education	NOUN
aijes-7162	254	8	and	and	CCONJ
aijes-7162	254	9	stem	stem	NOUN
aijes-7162	254	10	degree	degree	NOUN
aijes-7162	254	11	in	in	ADP
aijes-7162	254	12	mexico	mexico	PROPN
aijes-7162	254	13	.	.	PUNCT
aijes-7162	255	1	journal	journal	PROPN
aijes-7162	255	2	of	of	ADP
aijes-7162	255	3	economic	economic	ADJ
aijes-7162	255	4	studies	study	NOUN
aijes-7162	255	5	.	.	PUNCT
aijes-7162	256	1	gender	gender	NOUN
aijes-7162	256	2	inequality	inequality	NOUN
aijes-7162	256	3	in	in	ADP
aijes-7162	256	4	post	post	ADJ
aijes-7162	256	5	-	-	ADJ
aijes-7162	256	6	soviet	soviet	ADJ
aijes-7162	256	7	stem	stem	NOUN
aijes-7162	256	8	sectors	sector	NOUN
aijes-7162	256	9	.	.	PUNCT
aijes-7162	257	1	journal	journal	PROPN
aijes-7162	257	2	of	of	ADP
aijes-7162	257	3	post	post	ADJ
aijes-7162	257	4	-	-	ADJ
aijes-7162	257	5	socialist	socialist	ADJ
aijes-7162	257	6	studies	study	NOUN
aijes-7162	257	7	.	.	PUNCT
aijes-7162	258	1	10	10	NUM
aijes-7162	258	2	.	.	X
aijes-7162	258	3	duran	duran	PROPN
aijes-7162	258	4	,	,	PUNCT
aijes-7162	258	5	a.	a.	PROPN
aijes-7162	258	6	,	,	PUNCT
aijes-7162	258	7	&	&	CCONJ
aijes-7162	258	8	lopez	lopez	PROPN
aijes-7162	258	9	,	,	PUNCT
aijes-7162	258	10	d.	d.	PROPN
aijes-7162	258	11	(	(	PUNCT
aijes-7162	258	12	2019	2019	NUM
aijes-7162	258	13	)	)	PUNCT
aijes-7162	258	14	.	.	PUNCT
aijes-7162	259	1	women	woman	NOUN
aijes-7162	259	2	from	from	ADP
aijes-7162	259	3	diverse	diverse	ADJ
aijes-7162	259	4	backgrounds	background	NOUN
aijes-7162	259	5	in	in	ADP
aijes-7162	259	6	the	the	DET
aijes-7162	259	7	science	science	NOUN
aijes-7162	259	8	,	,	PUNCT
aijes-7162	259	9	technology	technology	NOUN
aijes-7162	259	10	,	,	PUNCT
aijes-7162	259	11	engineering	engineering	NOUN
aijes-7162	259	12	,	,	PUNCT
aijes-7162	259	13	and	and	CCONJ
aijes-7162	259	14	math	math	NOUN
aijes-7162	259	15	(	(	PUNCT
aijes-7162	259	16	stem	stem	NOUN
aijes-7162	259	17	)	)	PUNCT
aijes-7162	259	18	professions	profession	NOUN
aijes-7162	259	19	:	:	PUNCT
aijes-7162	259	20	retention	retention	NOUN
aijes-7162	259	21	and	and	CCONJ
aijes-7162	259	22	career	career	NOUN
aijes-7162	259	23	development	development	NOUN
aijes-7162	259	24	.	.	PUNCT
aijes-7162	260	1	in	in	ADP
aijes-7162	260	2	gender	gender	NOUN
aijes-7162	260	3	327	327	NUM
aijes-7162	260	4	economics	economic	NOUN
aijes-7162	260	5	:	:	PUNCT
aijes-7162	260	6	breakthroughs	breakthrough	NOUN
aijes-7162	260	7	in	in	ADP
aijes-7162	260	8	research	research	NOUN
aijes-7162	260	9	and	and	CCONJ
aijes-7162	260	10	practice	practice	NOUN
aijes-7162	260	11	(	(	PUNCT
aijes-7162	260	12	pp	pp	ADJ
aijes-7162	260	13	.	.	PUNCT
aijes-7162	261	1	729	729	NUM
aijes-7162	261	2	-	-	NUM
aijes-7162	261	3	767	767	NUM
aijes-7162	261	4	)	)	PUNCT
aijes-7162	261	5	.	.	PUNCT
aijes-7162	262	1	igi	igi	PROPN
aijes-7162	262	2	global	global	ADJ
aijes-7162	262	3	..	..	PUNCT
aijes-7162	262	4	migration	migration	NOUN
aijes-7162	262	5	and	and	CCONJ
aijes-7162	262	6	stem	stem	VERB
aijes-7162	262	7	workforce	workforce	NOUN
aijes-7162	262	8	sustainability	sustainability	NOUN
aijes-7162	262	9	.	.	PUNCT
aijes-7162	263	1	migration	migration	NOUN
aijes-7162	263	2	policy	policy	NOUN
aijes-7162	263	3	institute	institute	NOUN
aijes-7162	263	4	report	report	NOUN
aijes-7162	263	5	.	.	PUNCT
aijes-7162	264	1	11	11	NUM
aijes-7162	264	2	.	.	PUNCT
aijes-7162	265	1	edwards	edwards	PROPN
aijes-7162	265	2	,	,	PUNCT
aijes-7162	265	3	k.	k.	PROPN
aijes-7162	265	4	a.	a.	PROPN
aijes-7162	265	5	,	,	PUNCT
aijes-7162	265	6	mccollester	mccollester	NOUN
aijes-7162	265	7	,	,	PUNCT
aijes-7162	265	8	m.	m.	NOUN
aijes-7162	265	9	,	,	PUNCT
aijes-7162	265	10	phillips	phillips	PROPN
aijes-7162	265	11	,	,	PUNCT
aijes-7162	265	12	b.	b.	PROPN
aijes-7162	265	13	,	,	PUNCT
aijes-7162	265	14	acheson	acheson	NOUN
aijes-7162	265	15	-	-	PUNCT
aijes-7162	265	16	field	field	NOUN
aijes-7162	265	17	,	,	PUNCT
aijes-7162	265	18	h.	h.	PROPN
aijes-7162	265	19	a.	a.	PROPN
aijes-7162	265	20	n.	n.	PROPN
aijes-7162	265	21	n.	n.	PROPN
aijes-7162	265	22	a.	a.	PROPN
aijes-7162	265	23	h.	h.	PROPN
aijes-7162	265	24	,	,	PUNCT
aijes-7162	265	25	leamon	leamon	PROPN
aijes-7162	265	26	,	,	PUNCT
aijes-7162	265	27	i.	i.	PROPN
aijes-7162	265	28	,	,	PUNCT
aijes-7162	265	29	johnson	johnson	PROPN
aijes-7162	265	30	,	,	PUNCT
aijes-7162	265	31	n.	n.	NOUN
aijes-7162	265	32	,	,	PUNCT
aijes-7162	265	33	&	&	CCONJ
aijes-7162	265	34	lytell	lytell	PROPN
aijes-7162	265	35	,	,	PUNCT
aijes-7162	265	36	m.	m.	NOUN
aijes-7162	265	37	c.	c.	PROPN
aijes-7162	265	38	(	(	PUNCT
aijes-7162	265	39	2021	2021	NUM
aijes-7162	265	40	)	)	PUNCT
aijes-7162	265	41	.	.	PUNCT
aijes-7162	266	1	compensation	compensation	NOUN
aijes-7162	266	2	and	and	CCONJ
aijes-7162	266	3	benefits	benefit	NOUN
aijes-7162	266	4	for	for	ADP
aijes-7162	266	5	science	science	NOUN
aijes-7162	266	6	,	,	PUNCT
aijes-7162	266	7	technology	technology	NOUN
aijes-7162	266	8	,	,	PUNCT
aijes-7162	266	9	engineering	engineering	NOUN
aijes-7162	266	10	,	,	PUNCT
aijes-7162	266	11	and	and	CCONJ
aijes-7162	266	12	mathematics	mathematic	NOUN
aijes-7162	266	13	(	(	PUNCT
aijes-7162	266	14	stem	stem	NOUN
aijes-7162	266	15	)	)	PUNCT
aijes-7162	266	16	workers	worker	NOUN
aijes-7162	266	17	.	.	PUNCT
aijes-7162	267	1	12	12	NUM
aijes-7162	267	2	.	.	PUNCT
aijes-7162	268	1	el	el	PROPN
aijes-7162	268	2	khawand	khawand	PROPN
aijes-7162	268	3	,	,	PUNCT
aijes-7162	268	4	r.	r.	PROPN
aijes-7162	268	5	(	(	PUNCT
aijes-7162	268	6	2025	2025	NUM
aijes-7162	268	7	)	)	PUNCT
aijes-7162	268	8	.	.	PUNCT
aijes-7162	269	1	jordanian	jordanian	ADJ
aijes-7162	269	2	women	woman	NOUN
aijes-7162	269	3	's	's	PART
aijes-7162	269	4	perception	perception	NOUN
aijes-7162	269	5	of	of	ADP
aijes-7162	269	6	the	the	DET
aijes-7162	269	7	discrepancy	discrepancy	NOUN
aijes-7162	269	8	between	between	ADP
aijes-7162	269	9	education	education	NOUN
aijes-7162	269	10	and	and	CCONJ
aijes-7162	269	11	access	access	NOUN
aijes-7162	269	12	to	to	ADP
aijes-7162	269	13	labor	labor	NOUN
aijes-7162	269	14	market	market	NOUN
aijes-7162	269	15	(	(	PUNCT
aijes-7162	269	16	doctoral	doctoral	ADJ
aijes-7162	269	17	dissertation	dissertation	NOUN
aijes-7162	269	18	,	,	PUNCT
aijes-7162	269	19	walden	walden	PROPN
aijes-7162	269	20	university	university	PROPN
aijes-7162	269	21	)	)	PUNCT
aijes-7162	269	22	..	..	PUNCT
aijes-7162	269	23	structural	structural	ADJ
aijes-7162	269	24	barriers	barrier	NOUN
aijes-7162	269	25	in	in	ADP
aijes-7162	269	26	gender	gender	NOUN
aijes-7162	269	27	-	-	PUNCT
aijes-7162	269	28	diverse	diverse	ADJ
aijes-7162	269	29	hiring	hiring	NOUN
aijes-7162	269	30	.	.	PUNCT
aijes-7162	270	1	gender	gender	NOUN
aijes-7162	270	2	equity	equity	NOUN
aijes-7162	270	3	in	in	ADP
aijes-7162	270	4	education	education	NOUN
aijes-7162	270	5	review	review	NOUN
aijes-7162	270	6	.	.	PUNCT
aijes-7162	271	1	13	13	NUM
aijes-7162	271	2	.	.	X
aijes-7162	272	1	gao	gao	PROPN
aijes-7162	272	2	,	,	PUNCT
aijes-7162	272	3	y.	y.	PROPN
aijes-7162	272	4	,	,	PUNCT
aijes-7162	272	5	eccles	eccles	PROPN
aijes-7162	272	6	,	,	PUNCT
aijes-7162	272	7	j.	j.	PROPN
aijes-7162	272	8	s.	s.	PROPN
aijes-7162	272	9	,	,	PUNCT
aijes-7162	272	10	&	&	CCONJ
aijes-7162	272	11	dicke	dicke	PROPN
aijes-7162	272	12	,	,	PUNCT
aijes-7162	272	13	a.	a.	NOUN
aijes-7162	272	14	l.	l.	PROPN
aijes-7162	272	15	(	(	PUNCT
aijes-7162	272	16	2025	2025	NUM
aijes-7162	272	17	)	)	PUNCT
aijes-7162	272	18	.	.	PUNCT
aijes-7162	273	1	not	not	PART
aijes-7162	273	2	a	a	DET
aijes-7162	273	3	pipeline	pipeline	NOUN
aijes-7162	273	4	but	but	CCONJ
aijes-7162	273	5	a	a	DET
aijes-7162	273	6	highway	highway	NOUN
aijes-7162	273	7	:	:	PUNCT
aijes-7162	273	8	men	man	NOUN
aijes-7162	273	9	's	's	PART
aijes-7162	273	10	and	and	CCONJ
aijes-7162	273	11	women	woman	NOUN
aijes-7162	273	12	's	's	PART
aijes-7162	273	13	stem	stem	NOUN
aijes-7162	273	14	career	career	NOUN
aijes-7162	273	15	trajectories	trajectory	NOUN
aijes-7162	273	16	from	from	ADP
aijes-7162	273	17	age	age	NOUN
aijes-7162	273	18	13	13	NUM
aijes-7162	273	19	to	to	PART
aijes-7162	273	20	25	25	NUM
aijes-7162	273	21	.	.	PUNCT
aijes-7162	274	1	journal	journal	NOUN
aijes-7162	274	2	of	of	ADP
aijes-7162	274	3	vocational	vocational	ADJ
aijes-7162	274	4	behavior	behavior	NOUN
aijes-7162	274	5	,	,	PUNCT
aijes-7162	274	6	156	156	NUM
aijes-7162	274	7	,	,	PUNCT
aijes-7162	274	8	104067.the	104067.the	DET
aijes-7162	274	9	lag	lag	NOUN
aijes-7162	274	10	in	in	ADP
aijes-7162	274	11	stem	stem	NOUN
aijes-7162	274	12	education	education	NOUN
aijes-7162	274	13	curriculum	curriculum	NOUN
aijes-7162	274	14	.	.	PUNCT
aijes-7162	275	1	technology	technology	NOUN
aijes-7162	275	2	and	and	CCONJ
aijes-7162	275	3	learning	learning	NOUN
aijes-7162	275	4	journal	journal	NOUN
aijes-7162	275	5	.	.	PUNCT
aijes-7162	276	1	14	14	NUM
aijes-7162	276	2	.	.	PUNCT
aijes-7162	277	1	ghaffarzadegan	ghaffarzadegan	PROPN
aijes-7162	277	2	,	,	PUNCT
aijes-7162	277	3	n.	n.	PROPN
aijes-7162	277	4	,	,	PUNCT
aijes-7162	277	5	xue	xue	PROPN
aijes-7162	277	6	,	,	PUNCT
aijes-7162	277	7	y.	y.	PROPN
aijes-7162	277	8	,	,	PUNCT
aijes-7162	277	9	&	&	CCONJ
aijes-7162	277	10	larson	larson	PROPN
aijes-7162	277	11	,	,	PUNCT
aijes-7162	277	12	r.	r.	PROPN
aijes-7162	277	13	c.	c.	PROPN
aijes-7162	277	14	(	(	PUNCT
aijes-7162	277	15	2017	2017	NUM
aijes-7162	277	16	)	)	PUNCT
aijes-7162	277	17	.	.	PUNCT
aijes-7162	278	1	work	work	NOUN
aijes-7162	278	2	-	-	PUNCT
aijes-7162	278	3	education	education	NOUN
aijes-7162	278	4	mismatch	mismatch	NOUN
aijes-7162	278	5	:	:	PUNCT
aijes-7162	278	6	an	an	DET
aijes-7162	278	7	endogenous	endogenous	ADJ
aijes-7162	278	8	theory	theory	NOUN
aijes-7162	278	9	of	of	ADP
aijes-7162	278	10	professionalization	professionalization	NOUN
aijes-7162	278	11	.	.	PUNCT
aijes-7162	279	1	european	european	PROPN
aijes-7162	279	2	journal	journal	PROPN
aijes-7162	279	3	of	of	ADP
aijes-7162	279	4	operational	operational	ADJ
aijes-7162	279	5	research	research	NOUN
aijes-7162	279	6	,	,	PUNCT
aijes-7162	279	7	261(3	261(3	NUM
aijes-7162	279	8	)	)	PUNCT
aijes-7162	279	9	,	,	PUNCT
aijes-7162	279	10	1085-1097.dynamics	1085-1097.dynamics	NUM
aijes-7162	279	11	of	of	ADP
aijes-7162	279	12	the	the	DET
aijes-7162	279	13	academic	academic	ADJ
aijes-7162	279	14	biomedical	biomedical	ADJ
aijes-7162	279	15	science	science	NOUN
aijes-7162	279	16	labor	labor	NOUN
aijes-7162	279	17	market	market	NOUN
aijes-7162	279	18	.	.	PUNCT
aijes-7162	280	1	plos	plos	PROPN
aijes-7162	280	2	one	one	NUM
aijes-7162	280	3	.	.	PUNCT
aijes-7162	281	1	15	15	NUM
aijes-7162	281	2	.	.	PUNCT
aijes-7162	282	1	gregory	gregory	PROPN
aijes-7162	282	2	,	,	PUNCT
aijes-7162	282	3	s.	s.	PROPN
aijes-7162	282	4	l.	l.	PROPN
aijes-7162	282	5	(	(	PUNCT
aijes-7162	282	6	2015	2015	NUM
aijes-7162	282	7	)	)	PUNCT
aijes-7162	282	8	.	.	PUNCT
aijes-7162	283	1	african	african	ADJ
aijes-7162	283	2	american	american	ADJ
aijes-7162	283	3	female	female	ADJ
aijes-7162	283	4	engineering	engineering	NOUN
aijes-7162	283	5	students	student	NOUN
aijes-7162	283	6	'	'	PART
aijes-7162	283	7	persistence	persistence	NOUN
aijes-7162	283	8	in	in	ADP
aijes-7162	283	9	stereotype	stereotype	NOUN
aijes-7162	283	10	-	-	PUNCT
aijes-7162	283	11	threatening	threaten	VERB
aijes-7162	283	12	environments	environment	NOUN
aijes-7162	283	13	:	:	PUNCT
aijes-7162	283	14	a	a	DET
aijes-7162	283	15	critical	critical	ADJ
aijes-7162	283	16	race	race	NOUN
aijes-7162	283	17	theory	theory	NOUN
aijes-7162	283	18	perspective	perspective	NOUN
aijes-7162	283	19	.	.	PUNCT
aijes-7162	284	1	utah	utah	PROPN
aijes-7162	284	2	state	state	PROPN
aijes-7162	284	3	university	university	PROPN
aijes-7162	284	4	.	.	PUNCT
aijes-7162	285	1	regional	regional	ADJ
aijes-7162	285	2	innovation	innovation	NOUN
aijes-7162	285	3	strategies	strategy	NOUN
aijes-7162	285	4	and	and	CCONJ
aijes-7162	285	5	workforce	workforce	NOUN
aijes-7162	285	6	outcomes	outcome	NOUN
aijes-7162	285	7	.	.	PUNCT
aijes-7162	286	1	economic	economic	ADJ
aijes-7162	286	2	development	development	NOUN
aijes-7162	286	3	quarterly	quarterly	PROPN
aijes-7162	286	4	.	.	PUNCT
aijes-7162	287	1	16	16	NUM
aijes-7162	287	2	.	.	PUNCT
aijes-7162	288	1	hodgson	hodgson	PROPN
aijes-7162	288	2	,	,	PUNCT
aijes-7162	288	3	s.	s.	PROPN
aijes-7162	288	4	,	,	PUNCT
aijes-7162	288	5	reid	reid	PROPN
aijes-7162	288	6	,	,	PUNCT
aijes-7162	288	7	b.	b.	PROPN
aijes-7162	288	8	,	,	PUNCT
aijes-7162	288	9	cooper	cooper	PROPN
aijes-7162	288	10	,	,	PUNCT
aijes-7162	288	11	j.	j.	PROPN
aijes-7162	288	12	,	,	PUNCT
aijes-7162	288	13	dunn	dunn	PROPN
aijes-7162	288	14	,	,	PUNCT
aijes-7162	288	15	c.	c.	PROPN
aijes-7162	288	16	,	,	PUNCT
aijes-7162	288	17	&	&	CCONJ
aijes-7162	288	18	raya	raya	PROPN
aijes-7162	288	19	,	,	PUNCT
aijes-7162	288	20	l.	l.	PROPN
aijes-7162	288	21	(	(	PUNCT
aijes-7162	288	22	2024	2024	NUM
aijes-7162	288	23	)	)	PUNCT
aijes-7162	288	24	.	.	PUNCT
aijes-7162	289	1	rcnet	rcnet	PROPN
aijes-7162	289	2	’s	’s	PART
aijes-7162	289	3	girls	girl	NOUN
aijes-7162	289	4	in	in	ADP
aijes-7162	289	5	stem	stem	NOUN
aijes-7162	289	6	:	:	PUNCT
aijes-7162	289	7	insights	insight	NOUN
aijes-7162	289	8	and	and	CCONJ
aijes-7162	289	9	recommendations	recommendation	NOUN
aijes-7162	289	10	for	for	ADP
aijes-7162	289	11	future	future	ADJ
aijes-7162	289	12	projects	project	NOUN
aijes-7162	289	13	and	and	CCONJ
aijes-7162	289	14	community	community	NOUN
aijes-7162	289	15	college	college	NOUN
aijes-7162	289	16	programs	program	NOUN
aijes-7162	289	17	.	.	PUNCT
aijes-7162	290	1	shortterm	shortterm	VERB
aijes-7162	290	2	impacts	impact	NOUN
aijes-7162	290	3	of	of	ADP
aijes-7162	290	4	stem	stem	NOUN
aijes-7162	290	5	outreach	outreach	NOUN
aijes-7162	290	6	programs	program	NOUN
aijes-7162	290	7	.	.	PUNCT
aijes-7162	291	1	stem	stem	NOUN
aijes-7162	291	2	participation	participation	NOUN
aijes-7162	291	3	journal	journal	NOUN
aijes-7162	291	4	.	.	PUNCT
aijes-7162	292	1	17	17	NUM
aijes-7162	292	2	.	.	PUNCT
aijes-7162	293	1	hora	hora	PROPN
aijes-7162	293	2	,	,	PUNCT
aijes-7162	293	3	m.	m.	NOUN
aijes-7162	293	4	t.	t.	PROPN
aijes-7162	293	5	,	,	PUNCT
aijes-7162	293	6	benbow	benbow	PROPN
aijes-7162	293	7	,	,	PUNCT
aijes-7162	293	8	r.	r.	PROPN
aijes-7162	293	9	j.	j.	PROPN
aijes-7162	293	10	,	,	PUNCT
aijes-7162	293	11	&	&	CCONJ
aijes-7162	293	12	oleson	oleson	PROPN
aijes-7162	293	13	,	,	PUNCT
aijes-7162	293	14	a.	a.	PROPN
aijes-7162	293	15	k.	k.	PROPN
aijes-7162	294	1	(	(	PUNCT
aijes-7162	294	2	2016	2016	NUM
aijes-7162	294	3	)	)	PUNCT
aijes-7162	294	4	.	.	PUNCT
aijes-7162	295	1	beyond	beyond	ADP
aijes-7162	295	2	the	the	DET
aijes-7162	295	3	skills	skill	NOUN
aijes-7162	295	4	gap	gap	NOUN
aijes-7162	295	5	:	:	PUNCT
aijes-7162	295	6	how	how	SCONJ
aijes-7162	295	7	the	the	DET
aijes-7162	295	8	lack	lack	NOUN
aijes-7162	295	9	of	of	ADP
aijes-7162	295	10	systemic	systemic	ADJ
aijes-7162	295	11	supports	support	NOUN
aijes-7162	295	12	for	for	ADP
aijes-7162	295	13	teaching	teaching	NOUN
aijes-7162	295	14	and	and	CCONJ
aijes-7162	295	15	learning	learn	VERB
aijes-7162	295	16	undermines	undermine	VERB
aijes-7162	295	17	employer	employer	NOUN
aijes-7162	295	18	,	,	PUNCT
aijes-7162	295	19	student	student	NOUN
aijes-7162	295	20	,	,	PUNCT
aijes-7162	295	21	and	and	CCONJ
aijes-7162	295	22	societal	societal	ADJ
aijes-7162	295	23	interests	interest	NOUN
aijes-7162	295	24	.	.	PUNCT
aijes-7162	296	1	wcer	wcer	NOUN
aijes-7162	296	2	working	work	VERB
aijes-7162	296	3	paper	paper	NOUN
aijes-7162	296	4	no	no	INTJ
aijes-7162	296	5	.	.	NOUN
aijes-7162	296	6	2016	2016	NUM
aijes-7162	296	7	-	-	SYM
aijes-7162	296	8	9	9	NUM
aijes-7162	296	9	.	.	PUNCT
aijes-7162	296	10	wisconsin	wisconsin	PROPN
aijes-7162	296	11	center	center	PROPN
aijes-7162	296	12	for	for	ADP
aijes-7162	296	13	education	education	NOUN
aijes-7162	296	14	research.beyond	research.beyond	ADP
aijes-7162	296	15	the	the	DET
aijes-7162	296	16	skills	skill	NOUN
aijes-7162	296	17	gap	gap	NOUN
aijes-7162	296	18	.	.	PUNCT
aijes-7162	297	1	harvard	harvard	PROPN
aijes-7162	297	2	education	education	PROPN
aijes-7162	297	3	press	press	PROPN
aijes-7162	297	4	.	.	PUNCT
aijes-7162	298	1	18	18	NUM
aijes-7162	298	2	.	.	PUNCT
aijes-7162	299	1	horton	horton	PROPN
aijes-7162	299	2	,	,	PUNCT
aijes-7162	299	3	j.	j.	PROPN
aijes-7162	299	4	,	,	PUNCT
aijes-7162	299	5	kerr	kerr	PROPN
aijes-7162	299	6	,	,	PUNCT
aijes-7162	299	7	w.	w.	PROPN
aijes-7162	299	8	r.	r.	PROPN
aijes-7162	299	9	,	,	PUNCT
aijes-7162	299	10	&	&	CCONJ
aijes-7162	299	11	stanton	stanton	PROPN
aijes-7162	299	12	,	,	PUNCT
aijes-7162	299	13	c.	c.	PROPN
aijes-7162	299	14	(	(	PUNCT
aijes-7162	299	15	2017	2017	NUM
aijes-7162	299	16	)	)	PUNCT
aijes-7162	299	17	.	.	PUNCT
aijes-7162	300	1	digital	digital	ADJ
aijes-7162	300	2	labor	labor	NOUN
aijes-7162	300	3	markets	market	NOUN
aijes-7162	300	4	and	and	CCONJ
aijes-7162	300	5	global	global	ADJ
aijes-7162	300	6	talent	talent	NOUN
aijes-7162	300	7	flows	flow	NOUN
aijes-7162	300	8	(	(	PUNCT
aijes-7162	300	9	no	no	INTJ
aijes-7162	300	10	.	.	PUNCT
aijes-7162	300	11	c13840	c13840	NOUN
aijes-7162	300	12	)	)	PUNCT
aijes-7162	300	13	.	.	PUNCT
aijes-7162	301	1	national	national	PROPN
aijes-7162	301	2	bureau	bureau	PROPN
aijes-7162	301	3	of	of	ADP
aijes-7162	301	4	economic	economic	ADJ
aijes-7162	301	5	research	research	NOUN
aijes-7162	301	6	.	.	PUNCT
aijes-7162	302	1	19	19	NUM
aijes-7162	302	2	.	.	X
aijes-7162	302	3	jiang	jiang	PROPN
aijes-7162	302	4	,	,	PUNCT
aijes-7162	302	5	z.	z.	PROPN
aijes-7162	302	6	,	,	PUNCT
aijes-7162	302	7	wei	wei	PROPN
aijes-7162	302	8	,	,	PUNCT
aijes-7162	302	9	b.	b.	PROPN
aijes-7162	302	10	,	,	PUNCT
aijes-7162	302	11	chen	chen	PROPN
aijes-7162	302	12	,	,	PUNCT
aijes-7162	302	13	s.	s.	PROPN
aijes-7162	302	14	,	,	PUNCT
aijes-7162	302	15	&	&	CCONJ
aijes-7162	302	16	tan	tan	PROPN
aijes-7162	302	17	,	,	PUNCT
aijes-7162	302	18	l.	l.	PROPN
aijes-7162	302	19	(	(	PUNCT
aijes-7162	302	20	2024	2024	NUM
aijes-7162	302	21	)	)	PUNCT
aijes-7162	302	22	.	.	PUNCT
aijes-7162	303	1	examining	examine	VERB
aijes-7162	303	2	the	the	DET
aijes-7162	303	3	formation	formation	NOUN
aijes-7162	303	4	of	of	ADP
aijes-7162	303	5	high	high	ADJ
aijes-7162	303	6	school	school	NOUN
aijes-7162	303	7	students	student	NOUN
aijes-7162	303	8	’	’	PART
aijes-7162	303	9	science	science	NOUN
aijes-7162	303	10	identity	identity	NOUN
aijes-7162	303	11	:	:	PUNCT
aijes-7162	303	12	the	the	DET
aijes-7162	303	13	role	role	NOUN
aijes-7162	303	14	of	of	ADP
aijes-7162	303	15	stem	stem	NOUN
aijes-7162	303	16	-	-	PUNCT
aijes-7162	303	17	pbl	pbl	NOUN
aijes-7162	303	18	experiences	experience	NOUN
aijes-7162	303	19	.	.	PUNCT
aijes-7162	304	1	science	science	PROPN
aijes-7162	304	2	&	&	CCONJ
aijes-7162	304	3	education	education	PROPN
aijes-7162	304	4	,	,	PUNCT
aijes-7162	304	5	33(1	33(1	NUM
aijes-7162	304	6	)	)	PUNCT
aijes-7162	304	7	,	,	PUNCT
aijes-7162	304	8	135	135	NUM
aijes-7162	304	9	-	-	SYM
aijes-7162	304	10	157	157	NUM
aijes-7162	304	11	..	..	PUNCT
aijes-7162	304	12	returnee	returnee	NOUN
aijes-7162	304	13	entrepreneurs	entrepreneur	NOUN
aijes-7162	304	14	and	and	CCONJ
aijes-7162	304	15	innovation	innovation	NOUN
aijes-7162	304	16	.	.	PUNCT
aijes-7162	305	1	journal	journal	NOUN
aijes-7162	305	2	of	of	ADP
aijes-7162	305	3	economic	economic	ADJ
aijes-7162	305	4	development	development	NOUN
aijes-7162	305	5	.	.	PUNCT
aijes-7162	306	1	20	20	NUM
aijes-7162	306	2	.	.	PUNCT
aijes-7162	307	1	jimenez	jimenez	PROPN
aijes-7162	307	2	,	,	PUNCT
aijes-7162	307	3	m.	m.	NOUN
aijes-7162	307	4	,	,	PUNCT
aijes-7162	307	5	santiago	santiago	PROPN
aijes-7162	307	6	,	,	PUNCT
aijes-7162	307	7	n.	n.	NOUN
aijes-7162	307	8	,	,	PUNCT
aijes-7162	307	9	&	&	CCONJ
aijes-7162	307	10	couvertier	couvertier	PROPN
aijes-7162	307	11	,	,	PUNCT
aijes-7162	307	12	i.	i.	PROPN
aijes-7162	307	13	(	(	PUNCT
aijes-7162	307	14	2024	2024	NUM
aijes-7162	307	15	)	)	PUNCT
aijes-7162	307	16	.	.	PUNCT
aijes-7162	308	1	an	an	DET
aijes-7162	308	2	industry	industry	NOUN
aijes-7162	308	3	-	-	PUNCT
aijes-7162	308	4	university	university	NOUN
aijes-7162	308	5	educational	educational	ADJ
aijes-7162	308	6	experience	experience	NOUN
aijes-7162	308	7	to	to	PART
aijes-7162	308	8	broaden	broaden	VERB
aijes-7162	308	9	the	the	DET
aijes-7162	308	10	participation	participation	NOUN
aijes-7162	308	11	of	of	ADP
aijes-7162	308	12	underrepresented	underrepresented	ADJ
aijes-7162	308	13	students	student	NOUN
aijes-7162	308	14	in	in	ADP
aijes-7162	308	15	computer	computer	NOUN
aijes-7162	308	16	engineering	engineering	NOUN
aijes-7162	308	17	.	.	PUNCT
aijes-7162	309	1	in	in	ADP
aijes-7162	309	2	iceri2024	iceri2024	NOUN
aijes-7162	309	3	proceedings	proceeding	NOUN
aijes-7162	309	4	(	(	PUNCT
aijes-7162	309	5	pp	pp	ADJ
aijes-7162	309	6	.	.	PUNCT
aijes-7162	310	1	7681	7681	NUM
aijes-7162	310	2	-	-	SYM
aijes-7162	310	3	7687	7687	NUM
aijes-7162	310	4	)	)	PUNCT
aijes-7162	310	5	.	.	PUNCT
aijes-7162	311	1	iated.gender	iated.gender	NOUN
aijes-7162	311	2	dynamics	dynamic	NOUN
aijes-7162	311	3	in	in	ADP
aijes-7162	311	4	stem	stem	NOUN
aijes-7162	311	5	.	.	PUNCT
aijes-7162	312	1	diversity	diversity	NOUN
aijes-7162	312	2	in	in	ADP
aijes-7162	312	3	higher	high	ADJ
aijes-7162	312	4	education	education	NOUN
aijes-7162	312	5	.	.	PUNCT
aijes-7162	313	1	21	21	NUM
aijes-7162	313	2	.	.	X
aijes-7162	314	1	karimi	karimi	PROPN
aijes-7162	314	2	,	,	PUNCT
aijes-7162	314	3	h.	h.	PROPN
aijes-7162	314	4	,	,	PUNCT
aijes-7162	314	5	&	&	CCONJ
aijes-7162	314	6	pina	pina	PROPN
aijes-7162	314	7	,	,	PUNCT
aijes-7162	314	8	a.	a.	NOUN
aijes-7162	314	9	(	(	PUNCT
aijes-7162	314	10	2021	2021	NUM
aijes-7162	314	11	)	)	PUNCT
aijes-7162	314	12	.	.	PUNCT
aijes-7162	315	1	strategically	strategically	ADV
aijes-7162	315	2	addressing	address	VERB
aijes-7162	315	3	the	the	DET
aijes-7162	315	4	soft	soft	ADJ
aijes-7162	315	5	skills	skill	NOUN
aijes-7162	315	6	gap	gap	NOUN
aijes-7162	315	7	among	among	ADP
aijes-7162	315	8	stem	stem	NOUN
aijes-7162	315	9	undergraduates	undergraduate	NOUN
aijes-7162	315	10	.	.	PUNCT
aijes-7162	316	1	journal	journal	NOUN
aijes-7162	316	2	of	of	ADP
aijes-7162	316	3	research	research	NOUN
aijes-7162	316	4	in	in	ADP
aijes-7162	316	5	stem	stem	NOUN
aijes-7162	316	6	education	education	NOUN
aijes-7162	316	7	,	,	PUNCT
aijes-7162	316	8	7(1	7(1	NUM
aijes-7162	316	9	)	)	PUNCT
aijes-7162	316	10	,	,	PUNCT
aijes-7162	316	11	21-46.ommunication	21-46.ommunication	NOUN
aijes-7162	316	12	skills	skill	NOUN
aijes-7162	316	13	among	among	ADP
aijes-7162	316	14	stem	stem	NOUN
aijes-7162	316	15	graduates	graduate	NOUN
aijes-7162	316	16	.	.	PUNCT
aijes-7162	317	1	employability	employability	NOUN
aijes-7162	317	2	studies	study	NOUN
aijes-7162	317	3	journal	journal	NOUN
aijes-7162	317	4	.	.	PUNCT
aijes-7162	318	1	22	22	NUM
aijes-7162	318	2	.	.	PUNCT
aijes-7162	318	3	kersanszki	kersanszki	NOUN
aijes-7162	318	4	,	,	PUNCT
aijes-7162	318	5	t.	t.	PROPN
aijes-7162	318	6	l.	l.	PROPN
aijes-7162	318	7	,	,	PUNCT
aijes-7162	318	8	&	&	CCONJ
aijes-7162	318	9	nadai	nadai	PROPN
aijes-7162	318	10	,	,	PUNCT
aijes-7162	318	11	l.	l.	PROPN
aijes-7162	318	12	(	(	PUNCT
aijes-7162	318	13	2020	2020	NUM
aijes-7162	318	14	)	)	PUNCT
aijes-7162	318	15	.	.	PUNCT
aijes-7162	319	1	the	the	DET
aijes-7162	319	2	position	position	NOUN
aijes-7162	319	3	of	of	ADP
aijes-7162	319	4	stem	stem	NOUN
aijes-7162	319	5	higher	high	ADJ
aijes-7162	319	6	education	education	NOUN
aijes-7162	319	7	courses	course	NOUN
aijes-7162	319	8	in	in	ADP
aijes-7162	319	9	the	the	DET
aijes-7162	319	10	labor	labor	NOUN
aijes-7162	319	11	market	market	NOUN
aijes-7162	319	12	.	.	PUNCT
aijes-7162	320	1	int	int	NOUN
aijes-7162	320	2	.	.	PUNCT
aijes-7162	321	1	j.	j.	PROPN
aijes-7162	321	2	eng	eng	PROPN
aijes-7162	321	3	.	.	PUNCT
aijes-7162	322	1	pedagog	pedagog	PROPN
aijes-7162	322	2	.	.	PUNCT
aijes-7162	323	1	,	,	PUNCT
aijes-7162	323	2	10(5	10(5	NUM
aijes-7162	323	3	)	)	PUNCT
aijes-7162	323	4	,	,	PUNCT
aijes-7162	323	5	62-76.the	62-76.the	DET
aijes-7162	323	6	gap	gap	NOUN
aijes-7162	323	7	between	between	ADP
aijes-7162	323	8	education	education	NOUN
aijes-7162	323	9	and	and	CCONJ
aijes-7162	323	10	technical	technical	ADJ
aijes-7162	323	11	skills	skill	NOUN
aijes-7162	323	12	.	.	PUNCT
aijes-7162	324	1	labour	labour	ADJ
aijes-7162	324	2	market	market	NOUN
aijes-7162	324	3	studies	study	NOUN
aijes-7162	324	4	.	.	PUNCT
aijes-7162	325	1	23	23	NUM
aijes-7162	325	2	.	.	X
aijes-7162	326	1	lestari	lestari	PROPN
aijes-7162	326	2	,	,	PUNCT
aijes-7162	326	3	e.	e.	PROPN
aijes-7162	326	4	,	,	PUNCT
aijes-7162	326	5	siregar	siregar	NOUN
aijes-7162	326	6	,	,	PUNCT
aijes-7162	326	7	a.	a.	NOUN
aijes-7162	326	8	,	,	PUNCT
aijes-7162	326	9	hidayat	hidayat	PROPN
aijes-7162	326	10	,	,	PUNCT
aijes-7162	326	11	a.	a.	PROPN
aijes-7162	326	12	k.	k.	PROPN
aijes-7162	326	13	,	,	PUNCT
aijes-7162	326	14	&	&	CCONJ
aijes-7162	326	15	yusuf	yusuf	PROPN
aijes-7162	326	16	,	,	PUNCT
aijes-7162	326	17	a.	a.	NOUN
aijes-7162	326	18	a.	a.	NOUN
aijes-7162	326	19	(	(	PUNCT
aijes-7162	326	20	2024	2024	NUM
aijes-7162	326	21	)	)	PUNCT
aijes-7162	326	22	.	.	PUNCT
aijes-7162	327	1	stunting	stunt	VERB
aijes-7162	327	2	and	and	CCONJ
aijes-7162	327	3	its	its	PRON
aijes-7162	327	4	association	association	NOUN
aijes-7162	327	5	with	with	ADP
aijes-7162	327	6	education	education	NOUN
aijes-7162	327	7	and	and	CCONJ
aijes-7162	327	8	cognitive	cognitive	ADJ
aijes-7162	327	9	outcomes	outcome	NOUN
aijes-7162	327	10	in	in	ADP
aijes-7162	327	11	adulthood	adulthood	NOUN
aijes-7162	327	12	:	:	PUNCT
aijes-7162	327	13	a	a	DET
aijes-7162	327	14	longitudinal	longitudinal	ADJ
aijes-7162	327	15	study	study	NOUN
aijes-7162	327	16	in	in	ADP
aijes-7162	327	17	indonesia	indonesia	PROPN
aijes-7162	327	18	.	.	PUNCT
aijes-7162	328	1	plos	plos	PROPN
aijes-7162	328	2	one	one	NUM
aijes-7162	328	3	,	,	PUNCT
aijes-7162	328	4	19(5	19(5	NUM
aijes-7162	328	5	)	)	PUNCT
aijes-7162	328	6	,	,	PUNCT
aijes-7162	328	7	e0295380	e0295380	PROPN
aijes-7162	328	8	.	.	NOUN
aijes-7162	328	9	24	24	NUM
aijes-7162	328	10	.	.	PUNCT
aijes-7162	329	1	lópez	lópez	NOUN
aijes-7162	329	2	-	-	PUNCT
aijes-7162	329	3	bazo	bazo	PROPN
aijes-7162	329	4	,	,	PUNCT
aijes-7162	329	5	e.	e.	PROPN
aijes-7162	329	6	,	,	PUNCT
aijes-7162	329	7	monastiriotis	monastiriotis	PROPN
aijes-7162	329	8	,	,	PUNCT
aijes-7162	329	9	v.	v.	ADV
aijes-7162	329	10	,	,	PUNCT
aijes-7162	329	11	&	&	CCONJ
aijes-7162	329	12	motellón	motellón	PROPN
aijes-7162	329	13	,	,	PUNCT
aijes-7162	329	14	e.	e.	PROPN
aijes-7162	329	15	(	(	PUNCT
aijes-7162	329	16	2017	2017	NUM
aijes-7162	329	17	)	)	PUNCT
aijes-7162	329	18	.	.	PUNCT
aijes-7162	330	1	the	the	DET
aijes-7162	330	2	role	role	NOUN
aijes-7162	330	3	of	of	ADP
aijes-7162	330	4	education	education	NOUN
aijes-7162	330	5	in	in	ADP
aijes-7162	330	6	regional	regional	ADJ
aijes-7162	330	7	labour	labour	ADJ
aijes-7162	330	8	markets	market	NOUN
aijes-7162	330	9	:	:	PUNCT
aijes-7162	330	10	evidence	evidence	NOUN
aijes-7162	330	11	from	from	ADP
aijes-7162	330	12	two	two	NUM
aijes-7162	330	13	fragile	fragile	ADJ
aijes-7162	330	14	economies	economy	NOUN
aijes-7162	330	15	.	.	PUNCT
aijes-7162	331	1	regional	regional	ADJ
aijes-7162	331	2	upgrading	upgrading	NOUN
aijes-7162	331	3	in	in	ADP
aijes-7162	331	4	southern	southern	ADJ
aijes-7162	331	5	europe	europe	PROPN
aijes-7162	331	6	:	:	PUNCT
aijes-7162	331	7	spatial	spatial	ADJ
aijes-7162	331	8	disparities	disparity	NOUN
aijes-7162	331	9	and	and	CCONJ
aijes-7162	331	10	human	human	ADJ
aijes-7162	331	11	capital	capital	NOUN
aijes-7162	331	12	,	,	PUNCT
aijes-7162	331	13	215	215	NUM
aijes-7162	331	14	-	-	SYM
aijes-7162	331	15	244	244	NUM
aijes-7162	331	16	.	.	PUNCT
aijes-7162	332	1	stem	stem	NOUN
aijes-7162	332	2	and	and	CCONJ
aijes-7162	332	3	regional	regional	ADJ
aijes-7162	332	4	employment	employment	NOUN
aijes-7162	332	5	in	in	ADP
aijes-7162	332	6	the	the	DET
aijes-7162	332	7	eu	eu	PROPN
aijes-7162	332	8	.	.	PROPN
aijes-7162	332	9	regional	regional	PROPN
aijes-7162	332	10	science	science	PROPN
aijes-7162	332	11	and	and	CCONJ
aijes-7162	332	12	urban	urban	ADJ
aijes-7162	332	13	economics	economic	NOUN
aijes-7162	332	14	.	.	PUNCT
aijes-7162	333	1	25	25	NUM
aijes-7162	333	2	.	.	PUNCT
aijes-7162	334	1	lucietto	lucietto	PROPN
aijes-7162	334	2	,	,	PUNCT
aijes-7162	334	3	a.	a.	NOUN
aijes-7162	334	4	m.	m.	NOUN
aijes-7162	334	5	,	,	PUNCT
aijes-7162	334	6	&	&	CCONJ
aijes-7162	334	7	peters	peters	PROPN
aijes-7162	334	8	,	,	PUNCT
aijes-7162	334	9	d.	d.	PROPN
aijes-7162	334	10	l.	l.	PROPN
aijes-7162	335	1	navigating	navigate	VERB
aijes-7162	335	2	the	the	DET
aijes-7162	335	3	path	path	NOUN
aijes-7162	335	4	of	of	ADP
aijes-7162	335	5	successful	successful	ADJ
aijes-7162	335	6	industry	industry	NOUN
aijes-7162	335	7	-	-	PUNCT
aijes-7162	335	8	academia	academia	NOUN
aijes-7162	335	9	collaboration	collaboration	NOUN
aijes-7162	335	10	:	:	PUNCT
aijes-7162	335	11	strengthening	strengthen	VERB
aijes-7162	335	12	those	those	DET
aijes-7162	335	13	relationships	relationship	NOUN
aijes-7162	335	14	.	.	PUNCT
aijes-7162	336	1	reimagining	reimagine	VERB
aijes-7162	336	2	transformative	transformative	ADJ
aijes-7162	336	3	educational	educational	ADJ
aijes-7162	336	4	spaces	space	NOUN
aijes-7162	336	5	:	:	PUNCT
aijes-7162	336	6	technological	technological	ADJ
aijes-7162	336	7	synergy	synergy	NOUN
aijes-7162	336	8	for	for	ADP
aijes-7162	336	9	future	future	ADJ
aijes-7162	336	10	education	education	NOUN
aijes-7162	336	11	,	,	PUNCT
aijes-7162	336	12	335	335	NUM
aijes-7162	336	13	.	.	NOUN
aijes-7162	336	14	26	26	NUM
aijes-7162	336	15	.	.	PUNCT
aijes-7162	337	1	lysenko	lysenko	PROPN
aijes-7162	337	2	,	,	PUNCT
aijes-7162	337	3	t.	t.	PROPN
aijes-7162	337	4	,	,	PUNCT
aijes-7162	337	5	&	&	CCONJ
aijes-7162	337	6	wang	wang	PROPN
aijes-7162	337	7	,	,	PUNCT
aijes-7162	337	8	q.	q.	PROPN
aijes-7162	337	9	(	(	PUNCT
aijes-7162	337	10	2023	2023	NUM
aijes-7162	337	11	)	)	PUNCT
aijes-7162	337	12	.	.	PUNCT
aijes-7162	338	1	college	college	NOUN
aijes-7162	338	2	location	location	NOUN
aijes-7162	338	3	and	and	CCONJ
aijes-7162	338	4	labor	labor	NOUN
aijes-7162	338	5	market	market	NOUN
aijes-7162	338	6	outcomes	outcome	NOUN
aijes-7162	338	7	for	for	ADP
aijes-7162	338	8	stem	stem	NOUN
aijes-7162	338	9	graduates	graduate	NOUN
aijes-7162	338	10	in	in	ADP
aijes-7162	338	11	the	the	DET
aijes-7162	338	12	us	us	PROPN
aijes-7162	338	13	.	.	PUNCT
aijes-7162	339	1	geojournal	geojournal	PROPN
aijes-7162	339	2	,	,	PUNCT
aijes-7162	339	3	88(2	88(2	NUM
aijes-7162	339	4	)	)	PUNCT
aijes-7162	339	5	,	,	PUNCT
aijes-7162	339	6	1469	1469	NUM
aijes-7162	339	7	-	-	SYM
aijes-7162	339	8	1491	1491	NUM
aijes-7162	339	9	.	.	PUNCT
aijes-7162	340	1	stem	stem	NOUN
aijes-7162	340	2	disparities	disparity	NOUN
aijes-7162	340	3	in	in	ADP
aijes-7162	340	4	rural	rural	ADJ
aijes-7162	340	5	education	education	NOUN
aijes-7162	340	6	.	.	PUNCT
aijes-7162	341	1	comparative	comparative	ADJ
aijes-7162	341	2	education	education	NOUN
aijes-7162	341	3	review	review	NOUN
aijes-7162	341	4	.	.	PUNCT
aijes-7162	342	1	understanding	understand	VERB
aijes-7162	342	2	stem	stem	NOUN
aijes-7162	342	3	employment	employment	NOUN
aijes-7162	342	4	challenges	challenge	NOUN
aijes-7162	342	5	in	in	ADP
aijes-7162	342	6	georgia	georgia	PROPN
aijes-7162	342	7	:	:	PUNCT
aijes-7162	342	8	a	a	DET
aijes-7162	342	9	qualitative	qualitative	ADJ
aijes-7162	342	10	analysis	analysis	NOUN
aijes-7162	342	11	of	of	ADP
aijes-7162	342	12	employer	employer	NOUN
aijes-7162	342	13	perspectives	perspective	NOUN
aijes-7162	342	14	328	328	NUM
aijes-7162	342	15	27	27	NUM
aijes-7162	342	16	.	.	PUNCT
aijes-7162	343	1	marin	marin	PROPN
aijes-7162	343	2	,	,	PUNCT
aijes-7162	343	3	g.	g.	PROPN
aijes-7162	343	4	,	,	PUNCT
aijes-7162	343	5	&	&	CCONJ
aijes-7162	343	6	vona	vona	PROPN
aijes-7162	343	7	,	,	PUNCT
aijes-7162	343	8	f.	f.	PROPN
aijes-7162	343	9	(	(	PUNCT
aijes-7162	343	10	2017	2017	NUM
aijes-7162	343	11	)	)	PUNCT
aijes-7162	343	12	.	.	PUNCT
aijes-7162	344	1	finance	finance	NOUN
aijes-7162	344	2	and	and	CCONJ
aijes-7162	344	3	the	the	DET
aijes-7162	344	4	misallocation	misallocation	NOUN
aijes-7162	344	5	of	of	ADP
aijes-7162	344	6	scientific	scientific	ADJ
aijes-7162	344	7	,	,	PUNCT
aijes-7162	344	8	engineering	engineering	NOUN
aijes-7162	344	9	and	and	CCONJ
aijes-7162	344	10	mathematical	mathematical	ADJ
aijes-7162	344	11	talent	talent	NOUN
aijes-7162	344	12	.	.	PUNCT
aijes-7162	345	1	28	28	NUM
aijes-7162	345	2	.	.	PUNCT
aijes-7162	346	1	martínez	martínez	PROPN
aijes-7162	346	2	-	-	PUNCT
aijes-7162	346	3	gómez	gómez	NOUN
aijes-7162	346	4	,	,	PUNCT
aijes-7162	346	5	m.	m.	NOUN
aijes-7162	346	6	,	,	PUNCT
aijes-7162	346	7	colon	colon	NOUN
aijes-7162	346	8	,	,	PUNCT
aijes-7162	346	9	s.	s.	PROPN
aijes-7162	346	10	c.	c.	PROPN
aijes-7162	346	11	,	,	PUNCT
aijes-7162	346	12	&	&	CCONJ
aijes-7162	346	13	de	de	PROPN
aijes-7162	346	14	la	la	PROPN
aijes-7162	346	15	poza	poza	PROPN
aijes-7162	346	16	plaza	plaza	PROPN
aijes-7162	346	17	,	,	PUNCT
aijes-7162	346	18	e.	e.	PROPN
aijes-7162	346	19	(	(	PUNCT
aijes-7162	346	20	2024	2024	NUM
aijes-7162	346	21	)	)	PUNCT
aijes-7162	346	22	.	.	PUNCT
aijes-7162	347	1	the	the	DET
aijes-7162	347	2	gender	gender	NOUN
aijes-7162	347	3	gap	gap	NOUN
aijes-7162	347	4	and	and	CCONJ
aijes-7162	347	5	gender	gender	NOUN
aijes-7162	347	6	pay	pay	NOUN
aijes-7162	347	7	gap	gap	NOUN
aijes-7162	347	8	in	in	ADP
aijes-7162	347	9	higher	high	ADJ
aijes-7162	347	10	stem	stem	NOUN
aijes-7162	347	11	studies	study	NOUN
aijes-7162	347	12	:	:	PUNCT
aijes-7162	347	13	a	a	DET
aijes-7162	347	14	case	case	NOUN
aijes-7162	347	15	study	study	NOUN
aijes-7162	347	16	.	.	PUNCT
aijes-7162	348	1	in	in	ADP
aijes-7162	348	2	iceri2024	iceri2024	NOUN
aijes-7162	348	3	proceedings	proceeding	NOUN
aijes-7162	348	4	(	(	PUNCT
aijes-7162	348	5	pp	pp	X
aijes-7162	348	6	.	.	PUNCT
aijes-7162	349	1	137	137	NUM
aijes-7162	349	2	-	-	SYM
aijes-7162	349	3	141	141	NUM
aijes-7162	349	4	)	)	PUNCT
aijes-7162	349	5	.	.	PUNCT
aijes-7162	350	1	iated	iate	VERB
aijes-7162	350	2	.	.	PUNCT
aijes-7162	351	1	early	early	ADJ
aijes-7162	351	2	stem	stem	NOUN
aijes-7162	351	3	bias	bias	NOUN
aijes-7162	351	4	formation	formation	NOUN
aijes-7162	351	5	.	.	PUNCT
aijes-7162	352	1	educational	educational	ADJ
aijes-7162	352	2	psychology	psychology	NOUN
aijes-7162	352	3	review	review	NOUN
aijes-7162	352	4	.	.	PUNCT
aijes-7162	353	1	29	29	NUM
aijes-7162	353	2	.	.	X
aijes-7162	353	3	owens	owens	PROPN
aijes-7162	353	4	,	,	PUNCT
aijes-7162	353	5	e.	e.	PROPN
aijes-7162	353	6	w.	w.	PROPN
aijes-7162	353	7	,	,	PUNCT
aijes-7162	353	8	shelton	shelton	PROPN
aijes-7162	353	9	,	,	PUNCT
aijes-7162	353	10	a.	a.	PROPN
aijes-7162	353	11	j.	j.	PROPN
aijes-7162	353	12	,	,	PUNCT
aijes-7162	353	13	bloom	bloom	NOUN
aijes-7162	353	14	,	,	PUNCT
aijes-7162	353	15	c.	c.	PROPN
aijes-7162	353	16	m.	m.	NOUN
aijes-7162	353	17	,	,	PUNCT
aijes-7162	353	18	&	&	CCONJ
aijes-7162	353	19	cavil	cavil	NOUN
aijes-7162	353	20	,	,	PUNCT
aijes-7162	353	21	j.	j.	PROPN
aijes-7162	353	22	k.	k.	PROPN
aijes-7162	353	23	(	(	PUNCT
aijes-7162	353	24	2012	2012	NUM
aijes-7162	353	25	)	)	PUNCT
aijes-7162	353	26	.	.	PUNCT
aijes-7162	354	1	the	the	DET
aijes-7162	354	2	significance	significance	NOUN
aijes-7162	354	3	of	of	ADP
aijes-7162	354	4	hbcus	hbcus	NOUN
aijes-7162	354	5	to	to	ADP
aijes-7162	354	6	the	the	DET
aijes-7162	354	7	production	production	NOUN
aijes-7162	354	8	of	of	ADP
aijes-7162	354	9	stem	stem	NOUN
aijes-7162	354	10	graduates	graduate	NOUN
aijes-7162	354	11	:	:	PUNCT
aijes-7162	354	12	answering	answer	VERB
aijes-7162	354	13	the	the	DET
aijes-7162	354	14	call	call	NOUN
aijes-7162	354	15	.	.	PUNCT
aijes-7162	355	1	educational	educational	ADJ
aijes-7162	355	2	foundations	foundation	NOUN
aijes-7162	355	3	,	,	PUNCT
aijes-7162	355	4	26	26	NUM
aijes-7162	355	5	,	,	PUNCT
aijes-7162	355	6	3347	3347	NUM
aijes-7162	355	7	.	.	PUNCT
aijes-7162	356	1	30	30	NUM
aijes-7162	356	2	.	.	X
aijes-7162	357	1	pater	pater	PROPN
aijes-7162	357	2	,	,	PUNCT
aijes-7162	357	3	r.	r.	PROPN
aijes-7162	357	4	,	,	PUNCT
aijes-7162	357	5	cherniaiev	cherniaiev	PROPN
aijes-7162	357	6	,	,	PUNCT
aijes-7162	357	7	h.	h.	PROPN
aijes-7162	357	8	,	,	PUNCT
aijes-7162	357	9	&	&	CCONJ
aijes-7162	357	10	kozak	kozak	PROPN
aijes-7162	357	11	,	,	PUNCT
aijes-7162	357	12	m.	m.	NOUN
aijes-7162	357	13	(	(	PUNCT
aijes-7162	357	14	2022	2022	NUM
aijes-7162	357	15	)	)	PUNCT
aijes-7162	357	16	.	.	PUNCT
aijes-7162	358	1	a	a	DET
aijes-7162	358	2	dream	dream	NOUN
aijes-7162	358	3	job	job	NOUN
aijes-7162	358	4	?	?	PUNCT
aijes-7162	359	1	skill	skill	NOUN
aijes-7162	359	2	demand	demand	NOUN
aijes-7162	359	3	and	and	CCONJ
aijes-7162	359	4	skill	skill	NOUN
aijes-7162	359	5	mismatch	mismatch	NOUN
aijes-7162	359	6	in	in	ADP
aijes-7162	359	7	ict	ict	PROPN
aijes-7162	359	8	.	.	PUNCT
aijes-7162	359	9	journal	journal	PROPN
aijes-7162	359	10	of	of	ADP
aijes-7162	359	11	education	education	NOUN
aijes-7162	359	12	and	and	CCONJ
aijes-7162	359	13	work	work	NOUN
aijes-7162	359	14	,	,	PUNCT
aijes-7162	359	15	35(6	35(6	NOUN
aijes-7162	359	16	-	-	SYM
aijes-7162	359	17	7	7	NUM
aijes-7162	359	18	)	)	PUNCT
aijes-7162	359	19	,	,	PUNCT
aijes-7162	359	20	641	641	NUM
aijes-7162	359	21	-	-	SYM
aijes-7162	359	22	665	665	NUM
aijes-7162	359	23	.	.	PUNCT
aijes-7162	359	24	31	31	NUM
aijes-7162	359	25	.	.	PUNCT
aijes-7162	360	1	rodríguez	rodríguez	NOUN
aijes-7162	360	2	,	,	PUNCT
aijes-7162	360	3	i.	i.	PROPN
aijes-7162	360	4	d.	d.	PROPN
aijes-7162	360	5	,	,	PUNCT
aijes-7162	360	6	gamboa	gamboa	PROPN
aijes-7162	360	7	,	,	PUNCT
aijes-7162	360	8	j.	j.	PROPN
aijes-7162	360	9	p.	p.	PROPN
aijes-7162	360	10	,	,	PUNCT
aijes-7162	360	11	soto	soto	PROPN
aijes-7162	360	12	,	,	PUNCT
aijes-7162	360	13	a.	a.	NOUN
aijes-7162	360	14	m.	m.	NOUN
aijes-7162	360	15	,	,	PUNCT
aijes-7162	360	16	&	&	CCONJ
aijes-7162	360	17	díez	díez	PROPN
aijes-7162	360	18	,	,	PUNCT
aijes-7162	360	19	m.	m.	NOUN
aijes-7162	360	20	m.	m.	NOUN
aijes-7162	360	21	(	(	PUNCT
aijes-7162	360	22	2025	2025	NUM
aijes-7162	360	23	)	)	PUNCT
aijes-7162	360	24	.	.	PUNCT
aijes-7162	361	1	higher	high	ADJ
aijes-7162	361	2	vocational	vocational	ADJ
aijes-7162	361	3	education	education	NOUN
aijes-7162	361	4	:	:	PUNCT
aijes-7162	361	5	examining	examine	VERB
aijes-7162	361	6	an	an	DET
aijes-7162	361	7	unexpected	unexpected	ADJ
aijes-7162	361	8	pathway	pathway	NOUN
aijes-7162	361	9	for	for	ADP
aijes-7162	361	10	upskilling	upskille	VERB
aijes-7162	361	11	and	and	CCONJ
aijes-7162	361	12	reskilling	reskille	VERB
aijes-7162	361	13	of	of	ADP
aijes-7162	361	14	stem	stem	NOUN
aijes-7162	361	15	and	and	CCONJ
aijes-7162	361	16	non	non	ADJ
aijes-7162	361	17	-	-	ADJ
aijes-7162	361	18	stem	stem	ADJ
aijes-7162	361	19	university	university	NOUN
aijes-7162	361	20	graduates	graduate	NOUN
aijes-7162	361	21	in	in	ADP
aijes-7162	361	22	spain	spain	PROPN
aijes-7162	361	23	.	.	PUNCT
aijes-7162	362	1	revista	revista	PROPN
aijes-7162	362	2	de	de	PROPN
aijes-7162	362	3	educación	educación	PROPN
aijes-7162	362	4	,	,	PUNCT
aijes-7162	362	5	1	1	NUM
aijes-7162	362	6	.	.	SYM
aijes-7162	362	7	32	32	NUM
aijes-7162	362	8	.	.	PUNCT
aijes-7162	363	1	salzman	salzman	PROPN
aijes-7162	363	2	,	,	PUNCT
aijes-7162	363	3	h.	h.	PROPN
aijes-7162	363	4	(	(	PUNCT
aijes-7162	363	5	2013	2013	NUM
aijes-7162	363	6	)	)	PUNCT
aijes-7162	363	7	.	.	PUNCT
aijes-7162	364	1	what	what	PRON
aijes-7162	364	2	shortages	shortage	VERB
aijes-7162	364	3	?	?	PUNCT
aijes-7162	365	1	the	the	DET
aijes-7162	365	2	real	real	ADJ
aijes-7162	365	3	evidence	evidence	NOUN
aijes-7162	365	4	about	about	ADP
aijes-7162	365	5	the	the	DET
aijes-7162	365	6	stem	stem	NOUN
aijes-7162	365	7	workforce	workforce	NOUN
aijes-7162	365	8	.	.	PUNCT
aijes-7162	366	1	issues	issue	NOUN
aijes-7162	366	2	in	in	ADP
aijes-7162	366	3	science	science	NOUN
aijes-7162	366	4	and	and	CCONJ
aijes-7162	366	5	technology	technology	NOUN
aijes-7162	366	6	,	,	PUNCT
aijes-7162	366	7	29(4	29(4	NOUN
aijes-7162	366	8	)	)	PUNCT
aijes-7162	366	9	,	,	PUNCT
aijes-7162	366	10	58	58	NUM
aijes-7162	366	11	-	-	SYM
aijes-7162	366	12	67	67	NUM
aijes-7162	366	13	.	.	PUNCT
aijes-7162	366	14	33	33	NUM
aijes-7162	366	15	.	.	PUNCT
aijes-7162	367	1	šaras	šaras	PROPN
aijes-7162	367	2	,	,	PUNCT
aijes-7162	367	3	e.	e.	PROPN
aijes-7162	367	4	d.	d.	PROPN
aijes-7162	367	5	(	(	PUNCT
aijes-7162	367	6	2024	2024	NUM
aijes-7162	367	7	)	)	PUNCT
aijes-7162	367	8	.	.	PUNCT
aijes-7162	368	1	theory	theory	NOUN
aijes-7162	368	2	and	and	CCONJ
aijes-7162	368	3	evaluation	evaluation	NOUN
aijes-7162	368	4	of	of	ADP
aijes-7162	368	5	undergraduate	undergraduate	ADJ
aijes-7162	368	6	stem	stem	NOUN
aijes-7162	368	7	education	education	NOUN
aijes-7162	368	8	interventions	intervention	NOUN
aijes-7162	368	9	.	.	PUNCT
aijes-7162	369	1	the	the	DET
aijes-7162	369	2	florida	florida	PROPN
aijes-7162	369	3	state	state	PROPN
aijes-7162	369	4	university	university	PROPN
aijes-7162	369	5	..	..	PUNCT
aijes-7162	369	6	career	career	NOUN
aijes-7162	369	7	pathways	pathway	NOUN
aijes-7162	369	8	in	in	ADP
aijes-7162	369	9	academic	academic	ADJ
aijes-7162	369	10	stem	stem	NOUN
aijes-7162	369	11	.	.	PUNCT
aijes-7162	370	1	higher	high	ADJ
aijes-7162	370	2	education	education	NOUN
aijes-7162	370	3	policy	policy	NOUN
aijes-7162	370	4	.	.	PUNCT
aijes-7162	371	1	34	34	NUM
aijes-7162	371	2	.	.	PUNCT
aijes-7162	371	3	schwager	schwager	NOUN
aijes-7162	371	4	,	,	PUNCT
aijes-7162	371	5	k.	k.	PROPN
aijes-7162	371	6	a.	a.	PROPN
aijes-7162	371	7	,	,	PUNCT
aijes-7162	371	8	&	&	CCONJ
aijes-7162	371	9	gates	gates	PROPN
aijes-7162	371	10	,	,	PUNCT
aijes-7162	371	11	m.	m.	NOUN
aijes-7162	371	12	(	(	PUNCT
aijes-7162	371	13	2024	2024	NUM
aijes-7162	371	14	)	)	PUNCT
aijes-7162	371	15	.	.	PUNCT
aijes-7162	372	1	mitigating	mitigate	VERB
aijes-7162	372	2	rural	rural	ADJ
aijes-7162	372	3	brain	brain	NOUN
aijes-7162	372	4	drain	drain	NOUN
aijes-7162	372	5	in	in	ADP
aijes-7162	372	6	stem	stem	NOUN
aijes-7162	372	7	-	-	PUNCT
aijes-7162	372	8	related	relate	VERB
aijes-7162	372	9	fields	field	NOUN
aijes-7162	372	10	in	in	ADP
aijes-7162	372	11	louisiana	louisiana	PROPN
aijes-7162	372	12	and	and	CCONJ
aijes-7162	372	13	montana	montana	PROPN
aijes-7162	372	14	(	(	PUNCT
aijes-7162	372	15	doctoral	doctoral	ADJ
aijes-7162	372	16	dissertation	dissertation	NOUN
aijes-7162	372	17	)	)	PUNCT
aijes-7162	372	18	.	.	PUNCT
aijes-7162	373	1	35	35	NUM
aijes-7162	373	2	.	.	X
aijes-7162	374	1	smith	smith	PROPN
aijes-7162	374	2	,	,	PUNCT
aijes-7162	374	3	e.	e.	PROPN
aijes-7162	374	4	,	,	PUNCT
aijes-7162	374	5	&	&	CCONJ
aijes-7162	374	6	white	white	PROPN
aijes-7162	374	7	,	,	PUNCT
aijes-7162	374	8	p.	p.	NOUN
aijes-7162	374	9	(	(	PUNCT
aijes-7162	374	10	2022	2022	NUM
aijes-7162	374	11	)	)	PUNCT
aijes-7162	374	12	.	.	PUNCT
aijes-7162	375	1	moving	move	VERB
aijes-7162	375	2	along	along	ADP
aijes-7162	375	3	the	the	DET
aijes-7162	375	4	stem	stem	NOUN
aijes-7162	375	5	pipeline	pipeline	NOUN
aijes-7162	375	6	?	?	PUNCT
aijes-7162	376	1	the	the	DET
aijes-7162	376	2	long	long	ADJ
aijes-7162	376	3	-	-	PUNCT
aijes-7162	376	4	term	term	NOUN
aijes-7162	376	5	employment	employment	NOUN
aijes-7162	376	6	patterns	pattern	NOUN
aijes-7162	376	7	of	of	ADP
aijes-7162	376	8	science	science	NOUN
aijes-7162	376	9	,	,	PUNCT
aijes-7162	376	10	technology	technology	NOUN
aijes-7162	376	11	,	,	PUNCT
aijes-7162	376	12	engineering	engineering	NOUN
aijes-7162	376	13	and	and	CCONJ
aijes-7162	376	14	maths	math	NOUN
aijes-7162	376	15	graduates	graduate	NOUN
aijes-7162	376	16	in	in	ADP
aijes-7162	376	17	the	the	DET
aijes-7162	376	18	united	united	ADJ
aijes-7162	376	19	kingdom	kingdom	PROPN
aijes-7162	376	20	.	.	PUNCT
aijes-7162	377	1	research	research	NOUN
aijes-7162	377	2	papers	paper	NOUN
aijes-7162	377	3	in	in	ADP
aijes-7162	377	4	education	education	NOUN
aijes-7162	377	5	,	,	PUNCT
aijes-7162	377	6	37(4	37(4	PROPN
aijes-7162	377	7	)	)	PUNCT
aijes-7162	377	8	,	,	PUNCT
aijes-7162	377	9	457	457	NUM
aijes-7162	377	10	-	-	SYM
aijes-7162	377	11	478	478	NUM
aijes-7162	377	12	..	..	PUNCT
aijes-7162	377	13	systemic	systemic	ADJ
aijes-7162	377	14	barriers	barrier	NOUN
aijes-7162	377	15	in	in	ADP
aijes-7162	377	16	stem	stem	NOUN
aijes-7162	377	17	careers	career	NOUN
aijes-7162	377	18	.	.	PUNCT
aijes-7162	378	1	equity	equity	NOUN
aijes-7162	378	2	in	in	ADP
aijes-7162	378	3	science	science	PROPN
aijes-7162	378	4	review	review	NOUN
aijes-7162	378	5	.	.	PUNCT
aijes-7162	379	1	36	36	NUM
aijes-7162	379	2	.	.	X
aijes-7162	380	1	smith	smith	PROPN
aijes-7162	380	2	,	,	PUNCT
aijes-7162	380	3	e.	e.	PROPN
aijes-7162	380	4	,	,	PUNCT
aijes-7162	380	5	&	&	CCONJ
aijes-7162	380	6	white	white	PROPN
aijes-7162	380	7	,	,	PUNCT
aijes-7162	380	8	p.	p.	NOUN
aijes-7162	380	9	(	(	PUNCT
aijes-7162	380	10	2024	2024	NUM
aijes-7162	380	11	)	)	PUNCT
aijes-7162	380	12	.	.	PUNCT
aijes-7162	381	1	gender	gender	NOUN
aijes-7162	381	2	,	,	PUNCT
aijes-7162	381	3	participation	participation	NOUN
aijes-7162	381	4	and	and	CCONJ
aijes-7162	381	5	attainment	attainment	NOUN
aijes-7162	381	6	in	in	ADP
aijes-7162	381	7	stem	stem	NOUN
aijes-7162	381	8	:	:	PUNCT
aijes-7162	381	9	a	a	DET
aijes-7162	381	10	comprehensive	comprehensive	ADJ
aijes-7162	381	11	overview	overview	NOUN
aijes-7162	381	12	of	of	ADP
aijes-7162	381	13	long‐term	long‐term	NOUN
aijes-7162	381	14	trends	trend	NOUN
aijes-7162	381	15	in	in	ADP
aijes-7162	381	16	the	the	DET
aijes-7162	381	17	united	united	ADJ
aijes-7162	381	18	kingdom	kingdom	PROPN
aijes-7162	381	19	.	.	PUNCT
aijes-7162	382	1	british	british	ADJ
aijes-7162	382	2	educational	educational	ADJ
aijes-7162	382	3	research	research	PROPN
aijes-7162	382	4	journal	journal	NOUN
aijes-7162	382	5	.	.	PUNCT
aijes-7162	383	1	37	37	NUM
aijes-7162	383	2	.	.	PUNCT
aijes-7162	384	1	srivastava	srivastava	PROPN
aijes-7162	384	2	,	,	PUNCT
aijes-7162	384	3	r.	r.	PROPN
aijes-7162	384	4	(	(	PUNCT
aijes-7162	384	5	2025	2025	NUM
aijes-7162	384	6	)	)	PUNCT
aijes-7162	384	7	.	.	PUNCT
aijes-7162	385	1	industrial	industrial	ADJ
aijes-7162	385	2	relevance	relevance	NOUN
aijes-7162	385	3	of	of	ADP
aijes-7162	385	4	stem	stem	NOUN
aijes-7162	385	5	degrees	degree	NOUN
aijes-7162	385	6	.	.	PUNCT
aijes-7162	386	1	future	future	NOUN
aijes-7162	386	2	of	of	ADP
aijes-7162	386	3	work	work	NOUN
aijes-7162	386	4	journal	journal	NOUN
aijes-7162	386	5	.	.	PUNCT
aijes-7162	387	1	38	38	NUM
aijes-7162	387	2	.	.	PUNCT
aijes-7162	387	3	tajudeen	tajudeen	NOUN
aijes-7162	387	4	,	,	PUNCT
aijes-7162	387	5	f.	f.	PROPN
aijes-7162	387	6	p.	p.	PROPN
aijes-7162	387	7	,	,	PUNCT
aijes-7162	387	8	moghavvemi	moghavvemi	PROPN
aijes-7162	387	9	,	,	PUNCT
aijes-7162	387	10	s.	s.	PROPN
aijes-7162	387	11	,	,	PUNCT
aijes-7162	387	12	thirumoorthi	thirumoorthi	PROPN
aijes-7162	387	13	,	,	PUNCT
aijes-7162	387	14	t.	t.	PROPN
aijes-7162	387	15	,	,	PUNCT
aijes-7162	387	16	phoong	phoong	PROPN
aijes-7162	387	17	,	,	PUNCT
aijes-7162	387	18	s.	s.	PROPN
aijes-7162	387	19	w.	w.	PROPN
aijes-7162	387	20	,	,	PUNCT
aijes-7162	387	21	&	&	CCONJ
aijes-7162	387	22	bahri	bahri	PROPN
aijes-7162	387	23	,	,	PUNCT
aijes-7162	387	24	e.	e.	PROPN
aijes-7162	387	25	n.	n.	PROPN
aijes-7162	387	26	b.	b.	PROPN
aijes-7162	387	27	a.	a.	PROPN
aijes-7162	387	28	(	(	PUNCT
aijes-7162	387	29	2025	2025	NUM
aijes-7162	387	30	)	)	PUNCT
aijes-7162	387	31	.	.	PUNCT
aijes-7162	388	1	nurturing	nurture	VERB
aijes-7162	388	2	future	future	ADJ
aijes-7162	388	3	workforce	workforce	NOUN
aijes-7162	388	4	:	:	PUNCT
aijes-7162	388	5	enhancing	enhance	VERB
aijes-7162	388	6	sme	sme	PROPN
aijes-7162	388	7	's	's	PART
aijes-7162	388	8	readiness	readiness	NOUN
aijes-7162	388	9	for	for	ADP
aijes-7162	388	10	digital	digital	ADJ
aijes-7162	388	11	transformation	transformation	NOUN
aijes-7162	388	12	in	in	ADP
aijes-7162	388	13	malaysia	malaysia	PROPN
aijes-7162	388	14	.	.	PUNCT
aijes-7162	389	1	in	in	ADP
aijes-7162	389	2	digital	digital	ADJ
aijes-7162	389	3	transformation	transformation	NOUN
aijes-7162	389	4	of	of	ADP
aijes-7162	389	5	malaysian	malaysian	ADJ
aijes-7162	389	6	small	small	ADJ
aijes-7162	389	7	and	and	CCONJ
aijes-7162	389	8	medium	medium	ADJ
aijes-7162	389	9	enterprises	enterprise	NOUN
aijes-7162	389	10	(	(	PUNCT
aijes-7162	389	11	pp	pp	ADJ
aijes-7162	389	12	.	.	PUNCT
aijes-7162	390	1	91	91	NUM
aijes-7162	390	2	-	-	SYM
aijes-7162	390	3	111	111	NUM
aijes-7162	390	4	)	)	PUNCT
aijes-7162	390	5	.	.	PUNCT
aijes-7162	391	1	emerald	emerald	PROPN
aijes-7162	391	2	publishing	publishing	PROPN
aijes-7162	391	3	limited	limit	VERB
aijes-7162	391	4	.	.	PUNCT
aijes-7162	392	1	39	39	NUM
aijes-7162	392	2	.	.	PUNCT
aijes-7162	393	1	teshome	teshome	NOUN
aijes-7162	393	2	,	,	PUNCT
aijes-7162	393	3	a.	a.	PROPN
aijes-7162	393	4	,	,	PUNCT
aijes-7162	393	5	&	&	CCONJ
aijes-7162	393	6	oumer	oumer	PROPN
aijes-7162	393	7	,	,	PUNCT
aijes-7162	393	8	j.	j.	PROPN
aijes-7162	393	9	(	(	PUNCT
aijes-7162	393	10	2024	2024	NUM
aijes-7162	393	11	)	)	PUNCT
aijes-7162	393	12	.	.	PUNCT
aijes-7162	394	1	stem	stem	NOUN
aijes-7162	394	2	education	education	NOUN
aijes-7162	394	3	and	and	CCONJ
aijes-7162	394	4	labor	labor	NOUN
aijes-7162	394	5	needs	need	NOUN
aijes-7162	394	6	:	:	PUNCT
aijes-7162	394	7	engineering	engineering	NOUN
aijes-7162	394	8	graduates	graduate	NOUN
aijes-7162	394	9	in	in	ADP
aijes-7162	394	10	ethiopia	ethiopia	PROPN
aijes-7162	394	11	.	.	PUNCT
aijes-7162	395	1	international	international	ADJ
aijes-7162	395	2	journal	journal	PROPN
aijes-7162	395	3	of	of	ADP
aijes-7162	395	4	research	research	NOUN
aijes-7162	395	5	in	in	ADP
aijes-7162	395	6	stem	stem	NOUN
aijes-7162	395	7	education	education	NOUN
aijes-7162	395	8	,	,	PUNCT
aijes-7162	395	9	6(1	6(1	NUM
aijes-7162	395	10	)	)	PUNCT
aijes-7162	395	11	,	,	PUNCT
aijes-7162	395	12	46	46	NUM
aijes-7162	395	13	-	-	SYM
aijes-7162	395	14	58	58	NUM
aijes-7162	395	15	..	..	PUNCT
aijes-7162	395	16	stem	stem	NOUN
aijes-7162	395	17	graduates	graduate	NOUN
aijes-7162	395	18	and	and	CCONJ
aijes-7162	395	19	job	job	NOUN
aijes-7162	395	20	market	market	NOUN
aijes-7162	395	21	alignment	alignment	NOUN
aijes-7162	395	22	.	.	PUNCT
aijes-7162	396	1	ethiopian	ethiopian	ADJ
aijes-7162	396	2	journal	journal	PROPN
aijes-7162	396	3	of	of	ADP
aijes-7162	396	4	higher	high	ADJ
aijes-7162	396	5	education	education	NOUN
aijes-7162	396	6	.	.	PUNCT
aijes-7162	397	1	40	40	NUM
aijes-7162	397	2	.	.	PUNCT
aijes-7162	398	1	wright	wright	PROPN
aijes-7162	398	2	,	,	PUNCT
aijes-7162	398	3	r.	r.	PROPN
aijes-7162	398	4	,	,	PUNCT
aijes-7162	398	5	ellis	ellis	PROPN
aijes-7162	398	6	,	,	PUNCT
aijes-7162	398	7	m.	m.	NOUN
aijes-7162	398	8	,	,	PUNCT
aijes-7162	398	9	&	&	CCONJ
aijes-7162	398	10	townley	townley	PROPN
aijes-7162	398	11	,	,	PUNCT
aijes-7162	398	12	m.	m.	NOUN
aijes-7162	398	13	(	(	PUNCT
aijes-7162	398	14	2017	2017	NUM
aijes-7162	398	15	)	)	PUNCT
aijes-7162	398	16	.	.	PUNCT
aijes-7162	399	1	the	the	DET
aijes-7162	399	2	matching	matching	NOUN
aijes-7162	399	3	of	of	ADP
aijes-7162	399	4	stem	stem	NOUN
aijes-7162	399	5	degree	degree	NOUN
aijes-7162	399	6	holders	holder	NOUN
aijes-7162	399	7	with	with	ADP
aijes-7162	399	8	stem	stem	NOUN
aijes-7162	399	9	occupations	occupation	NOUN
aijes-7162	399	10	in	in	ADP
aijes-7162	399	11	large	large	ADJ
aijes-7162	399	12	metropolitan	metropolitan	ADJ
aijes-7162	399	13	labor	labor	NOUN
aijes-7162	399	14	markets	market	NOUN
aijes-7162	399	15	in	in	ADP
aijes-7162	399	16	the	the	DET
aijes-7162	399	17	united	united	PROPN
aijes-7162	399	18	states	states	PROPN
aijes-7162	399	19	.	.	PUNCT
aijes-7162	400	1	economic	economic	ADJ
aijes-7162	400	2	geography	geography	NOUN
aijes-7162	400	3	,	,	PUNCT
aijes-7162	400	4	93(2	93(2	NOUN
aijes-7162	400	5	)	)	PUNCT
aijes-7162	400	6	,	,	PUNCT
aijes-7162	400	7	185	185	NUM
aijes-7162	400	8	-	-	SYM
aijes-7162	400	9	201	201	NUM
aijes-7162	400	10	..	..	PUNCT
aijes-7162	400	11	urban	urban	ADJ
aijes-7162	400	12	-	-	PUNCT
aijes-7162	400	13	rural	rural	ADJ
aijes-7162	400	14	divide	divide	NOUN
aijes-7162	400	15	in	in	ADP
aijes-7162	400	16	stem	stem	NOUN
aijes-7162	400	17	jobs	job	NOUN
aijes-7162	400	18	.	.	PUNCT
aijes-7162	401	1	urban	urban	ADJ
aijes-7162	401	2	studies	studies	PROPN
aijes-7162	401	3	journal	journal	NOUN
aijes-7162	401	4	.	.	PUNCT
aijes-7162	402	1	41	41	NUM
aijes-7162	402	2	.	.	PUNCT
aijes-7162	402	3	wu	wu	PROPN
aijes-7162	402	4	,	,	PUNCT
aijes-7162	402	5	m.	m.	NOUN
aijes-7162	402	6	l.	l.	PROPN
aijes-7162	402	7	,	,	PUNCT
aijes-7162	402	8	&	&	CCONJ
aijes-7162	402	9	zhou	zhou	PROPN
aijes-7162	402	10	,	,	PUNCT
aijes-7162	402	11	y.	y.	PROPN
aijes-7162	402	12	(	(	PUNCT
aijes-7162	402	13	2025	2025	NUM
aijes-7162	402	14	)	)	PUNCT
aijes-7162	402	15	.	.	PUNCT
aijes-7162	403	1	strengthening	strengthen	VERB
aijes-7162	403	2	teachers	teacher	NOUN
aijes-7162	403	3	’	'	PUNCT
aijes-7162	403	4	stem	stem	VERB
aijes-7162	403	5	preparedness	preparedness	NOUN
aijes-7162	403	6	through	through	ADP
aijes-7162	403	7	a	a	DET
aijes-7162	403	8	technology	technology	NOUN
aijes-7162	403	9	integration	integration	NOUN
aijes-7162	403	10	online	online	ADJ
aijes-7162	403	11	course	course	NOUN
aijes-7162	403	12	.	.	PUNCT
aijes-7162	404	1	education	education	NOUN
aijes-7162	404	2	and	and	CCONJ
aijes-7162	404	3	information	information	NOUN
aijes-7162	404	4	technologies	technology	NOUN
aijes-7162	404	5	,	,	PUNCT
aijes-7162	404	6	1	1	NUM
aijes-7162	404	7	-	-	SYM
aijes-7162	404	8	16	16	NUM
aijes-7162	404	9	.	.	PUNCT
aijes-7162	404	10	)	)	PUNCT
aijes-7162	404	11	.	.	PUNCT
aijes-7162	405	1	curriculum	curriculum	NOUN
aijes-7162	405	2	gaps	gap	NOUN
aijes-7162	405	3	in	in	ADP
aijes-7162	405	4	ai	ai	PROPN
aijes-7162	405	5	education	education	NOUN
aijes-7162	405	6	.	.	PUNCT
aijes-7162	406	1	journal	journal	NOUN
aijes-7162	406	2	of	of	ADP
aijes-7162	406	3	digital	digital	PROPN
aijes-7162	406	4	learning	learning	NOUN
aijes-7162	406	5	.	.	PUNCT
aijes-7162	407	1	42	42	NUM
aijes-7162	407	2	.	.	PUNCT
aijes-7162	408	1	xue	xue	PROPN
aijes-7162	408	2	,	,	PUNCT
aijes-7162	408	3	y.	y.	PROPN
aijes-7162	408	4	,	,	PUNCT
aijes-7162	408	5	&	&	CCONJ
aijes-7162	408	6	larson	larson	PROPN
aijes-7162	408	7	,	,	PUNCT
aijes-7162	408	8	r.	r.	PROPN
aijes-7162	408	9	c.	c.	PROPN
aijes-7162	408	10	(	(	PUNCT
aijes-7162	408	11	2015	2015	NUM
aijes-7162	408	12	)	)	PUNCT
aijes-7162	408	13	.	.	PUNCT
aijes-7162	409	1	stem	stem	NOUN
aijes-7162	409	2	crisis	crisis	NOUN
aijes-7162	409	3	or	or	CCONJ
aijes-7162	409	4	stem	stem	NOUN
aijes-7162	409	5	surplus	surplus	NOUN
aijes-7162	409	6	?	?	PUNCT
aijes-7162	410	1	yes	yes	INTJ
aijes-7162	411	1	and	and	CCONJ
aijes-7162	411	2	yes	yes	INTJ
aijes-7162	411	3	.	.	PUNCT
aijes-7162	412	1	monthly	monthly	ADJ
aijes-7162	412	2	labor	labor	NOUN
aijes-7162	412	3	review	review	NOUN
aijes-7162	412	4	,	,	PUNCT
aijes-7162	412	5	2015	2015	NUM
aijes-7162	412	6	,	,	PUNCT
aijes-7162	412	7	10	10	NUM
aijes-7162	412	8	-	-	SYM
aijes-7162	412	9	21916	21916	NUM
aijes-7162	412	10	..	..	PUNCT
aijes-7162	412	11	stem	stem	NOUN
aijes-7162	412	12	crisis	crisis	NOUN
aijes-7162	412	13	or	or	CCONJ
aijes-7162	412	14	stem	stem	NOUN
aijes-7162	412	15	surplus	surplus	NOUN
aijes-7162	412	16	?	?	PUNCT
aijes-7162	412	17	.	.	PUNCT
aijes-7162	413	1	ieee	ieee	NOUN
aijes-7162	413	2	transactions	transaction	NOUN
aijes-7162	413	3	on	on	ADP
aijes-7162	413	4	engineering	engineering	NOUN
aijes-7162	413	5	management	management	NOUN
aijes-7162	413	6	.	.	PUNCT
aijes-7162	414	1	43	43	NUM
aijes-7162	414	2	.	.	PUNCT
aijes-7162	414	3	yu	yu	PROPN
aijes-7162	414	4	,	,	PUNCT
aijes-7162	414	5	c.	c.	PROPN
aijes-7162	414	6	m.	m.	NOUN
aijes-7162	414	7	,	,	PUNCT
aijes-7162	414	8	piew	piew	NOUN
aijes-7162	414	9	,	,	PUNCT
aijes-7162	414	10	t.	t.	PROPN
aijes-7162	414	11	h.	h.	PROPN
aijes-7162	414	12	,	,	PUNCT
aijes-7162	414	13	&	&	CCONJ
aijes-7162	414	14	fai	fai	PROPN
aijes-7162	414	15	,	,	PUNCT
aijes-7162	414	16	f.	f.	PROPN
aijes-7162	414	17	k.	k.	PROPN
aijes-7162	414	18	(	(	PUNCT
aijes-7162	414	19	2014	2014	NUM
aijes-7162	414	20	)	)	PUNCT
aijes-7162	414	21	.	.	PUNCT
aijes-7162	415	1	brain	brain	NOUN
aijes-7162	415	2	drain	drain	NOUN
aijes-7162	415	3	,	,	PUNCT
aijes-7162	415	4	talent	talent	NOUN
aijes-7162	415	5	mobility	mobility	NOUN
aijes-7162	415	6	and	and	CCONJ
aijes-7162	415	7	academic	academic	ADJ
aijes-7162	415	8	networking	networking	NOUN
aijes-7162	415	9	.	.	PUNCT
aijes-7162	416	1	journal	journal	NOUN
aijes-7162	416	2	of	of	ADP
aijes-7162	416	3	management	management	NOUN
aijes-7162	416	4	and	and	CCONJ
aijes-7162	416	5	research	research	NOUN
aijes-7162	416	6	,	,	PUNCT
aijes-7162	416	7	1(1	1(1	NUM
aijes-7162	416	8	)	)	PUNCT
aijes-7162	416	9	.	.	PUNCT
aijes-7162	417	1	44	44	NUM
aijes-7162	417	2	.	.	PUNCT
aijes-7162	417	3	zwetsloot	zwetsloot	PROPN
aijes-7162	417	4	,	,	PUNCT
aijes-7162	417	5	r.	r.	PROPN
aijes-7162	417	6	(	(	PUNCT
aijes-7162	417	7	2021	2021	NUM
aijes-7162	417	8	)	)	PUNCT
aijes-7162	417	9	.	.	PUNCT
aijes-7162	418	1	america	america	PROPN
aijes-7162	418	2	’s	’s	PART
aijes-7162	418	3	stem	stem	NOUN
aijes-7162	418	4	talent	talent	NOUN
aijes-7162	418	5	challenge	challenge	NOUN
aijes-7162	418	6	.	.	PUNCT
aijes-7162	419	1	center	center	NOUN
aijes-7162	419	2	for	for	ADP
aijes-7162	419	3	strategic	strategic	ADJ
aijes-7162	419	4	and	and	CCONJ
aijes-7162	419	5	international	international	ADJ
aijes-7162	419	6	studies	study	NOUN
aijes-7162	419	7	.	.	PUNCT