id	sid	tid	token	lemma	pos
awl-354	1	1	microsoft	microsoft	PROPN
awl-354	1	2	word	word	NOUN
awl-354	1	3	4.ryan_daz_grow_women	4.ryan_daz_grow_women	PROPN
awl-354	1	4	in	in	ADP
awl-354	1	5	computer	computer	NOUN
awl-354	1	6	science	science	NOUN
awl-354	1	7	and	and	CCONJ
awl-354	1	8	engineering[1].docx	engineering[1].docx	PROPN
awl-354	1	9	volume	volume	NOUN
awl-354	1	10	40	40	NUM
awl-354	1	11	,	,	PUNCT
awl-354	1	12	2021	2021	NUM
awl-354	1	13	issn	issn	VERB
awl-354	1	14	1093	1093	NUM
awl-354	1	15	-	-	SYM
awl-354	1	16	7099	7099	NUM
awl-354	1	17	editors	editor	NOUN
awl-354	1	18	:	:	PUNCT
awl-354	1	19	beverly	beverly	PROPN
awl-354	1	20	j.	j.	PROPN
awl-354	1	21	irby	irby	PROPN
awl-354	1	22	,	,	PUNCT
awl-354	1	23	barbara	barbara	PROPN
awl-354	1	24	polnick	polnick	PROPN
awl-354	1	25	,	,	PUNCT
awl-354	1	26	nahed	nahed	ADJ
awl-354	1	27	abdelrahman	abdelrahman	NOUN
awl-354	1	28	advancing	advance	VERB
awl-354	1	29	women	woman	NOUN
awl-354	1	30	in	in	ADP
awl-354	1	31	leadership	leadership	NOUN
awl-354	1	32	advancing	advance	VERB
awl-354	1	33	women	woman	NOUN
awl-354	1	34	in	in	ADP
awl-354	1	35	leadership	leadership	NOUN
awl-354	1	36	journal	journal	NOUN
awl-354	1	37	-	-	PUNCT
awl-354	1	38	volume	volume	NOUN
awl-354	1	39	40	40	NUM
awl-354	1	40	39	39	NUM
awl-354	1	41	advancing	advance	VERB
awl-354	1	42	women	woman	NOUN
awl-354	1	43	in	in	ADP
awl-354	1	44	leadership	leadership	NOUN
awl-354	1	45	vol	vol	NOUN
awl-354	1	46	.	.	PROPN
awl-354	2	1	40	40	NUM
awl-354	2	2	,	,	PUNCT
awl-354	2	3	pp	pp	ADJ
awl-354	2	4	.	.	PUNCT
awl-354	3	1	3947	3947	NUM
awl-354	3	2	,	,	PUNCT
awl-354	3	3	2021	2021	NUM
awl-354	3	4	available	available	ADJ
awl-354	3	5	online	online	ADV
awl-354	3	6	at	at	ADP
awl-354	3	7	http://www.awlj.org/	http://www.awlj.org/	NOUN
awl-354	3	8	issn	issn	PROPN
awl-354	3	9	1093	1093	NUM
awl-354	3	10	-	-	SYM
awl-354	3	11	7099	7099	NUM
awl-354	3	12	full	full	ADJ
awl-354	3	13	length	length	NOUN
awl-354	3	14	research	research	NOUN
awl-354	3	15	paper	paper	NOUN
awl-354	3	16	women	woman	NOUN
awl-354	3	17	in	in	ADP
awl-354	3	18	computer	computer	NOUN
awl-354	3	19	science	science	NOUN
awl-354	3	20	and	and	CCONJ
awl-354	3	21	engineering	engineering	NOUN
awl-354	3	22	:	:	PUNCT
awl-354	3	23	a	a	DET
awl-354	3	24	transformational	transformational	ADJ
awl-354	3	25	leadership	leadership	NOUN
awl-354	3	26	approach	approach	NOUN
awl-354	3	27	to	to	ADP
awl-354	3	28	gender	gender	NOUN
awl-354	3	29	equity	equity	PROPN
awl-354	3	30	lindy	lindy	PROPN
awl-354	3	31	ryan	ryan	PROPN
awl-354	3	32	,	,	PUNCT
awl-354	3	33	eduardo	eduardo	PROPN
awl-354	3	34	r.	r.	PROPN
awl-354	3	35	díaz	díaz	PROPN
awl-354	3	36	,	,	PUNCT
awl-354	3	37	arron	arron	PROPN
awl-354	3	38	p.	p.	PROPN
awl-354	3	39	grow	grow	VERB
awl-354	3	40	lindy	lindy	PROPN
awl-354	3	41	ryan	ryan	PROPN
awl-354	3	42	,	,	PUNCT
awl-354	3	43	professor	professor	NOUN
awl-354	3	44	and	and	CCONJ
awl-354	3	45	researcher	researcher	NOUN
awl-354	3	46	,	,	PUNCT
awl-354	3	47	rutgers	rutgers	PROPN
awl-354	3	48	discovery	discovery	PROPN
awl-354	3	49	informatics	informatics	PROPN
awl-354	3	50	institute	institute	PROPN
awl-354	3	51	,	,	PUNCT
awl-354	3	52	rutgers	rutgers	PROPN
awl-354	3	53	university	university	PROPN
awl-354	3	54	,	,	PUNCT
awl-354	3	55	lindy.ryan@rutgers.edu	lindy.ryan@rutgers.edu	PROPN
awl-354	3	56	eduardo	eduardo	PROPN
awl-354	3	57	r.	r.	PROPN
awl-354	3	58	díaz	díaz	PROPN
awl-354	3	59	,	,	PUNCT
awl-354	3	60	associate	associate	NOUN
awl-354	3	61	professor	professor	NOUN
awl-354	3	62	,	,	PUNCT
awl-354	3	63	school	school	NOUN
awl-354	3	64	of	of	ADP
awl-354	3	65	business	business	NOUN
awl-354	3	66	and	and	CCONJ
awl-354	3	67	administration	administration	NOUN
awl-354	3	68	,	,	PUNCT
awl-354	3	69	cetys	cetys	PROPN
awl-354	3	70	universidad	universidad	PROPN
awl-354	3	71	,	,	PUNCT
awl-354	3	72	eduardo.diaz@cetys.mx	eduardo.diaz@cetys.mx	VERB
awl-354	4	1	arron	arron	PROPN
awl-354	4	2	p.	p.	PROPN
awl-354	4	3	grow	grow	VERB
awl-354	4	4	,	,	PUNCT
awl-354	4	5	faculty	faculty	NOUN
awl-354	4	6	,	,	PUNCT
awl-354	4	7	clover	clover	NOUN
awl-354	4	8	park	park	PROPN
awl-354	4	9	school	school	PROPN
awl-354	4	10	district	district	NOUN
awl-354	4	11	,	,	PUNCT
awl-354	4	12	arrongrow@hotmail.com	arrongrow@hotmail.com	PROPN
awl-354	4	13	accepted	accept	VERB
awl-354	4	14	november	november	PROPN
awl-354	4	15	19	19	NUM
awl-354	4	16	,	,	PUNCT
awl-354	4	17	2020	2020	NUM
awl-354	4	18	the	the	DET
awl-354	4	19	underrepresentation	underrepresentation	NOUN
awl-354	4	20	of	of	ADP
awl-354	4	21	women	woman	NOUN
awl-354	4	22	in	in	ADP
awl-354	4	23	science	science	NOUN
awl-354	4	24	,	,	PUNCT
awl-354	4	25	technology	technology	NOUN
awl-354	4	26	,	,	PUNCT
awl-354	4	27	engineering	engineering	NOUN
awl-354	4	28	,	,	PUNCT
awl-354	4	29	and	and	CCONJ
awl-354	4	30	mathematics	mathematic	NOUN
awl-354	4	31	(	(	PUNCT
awl-354	4	32	stem	stem	NOUN
awl-354	4	33	)	)	PUNCT
awl-354	4	34	is	be	AUX
awl-354	4	35	a	a	DET
awl-354	4	36	phenomenon	phenomenon	NOUN
awl-354	4	37	that	that	PRON
awl-354	4	38	needs	need	VERB
awl-354	4	39	to	to	PART
awl-354	4	40	be	be	AUX
awl-354	4	41	addressed	address	VERB
awl-354	4	42	from	from	ADP
awl-354	4	43	an	an	DET
awl-354	4	44	educational	educational	ADJ
awl-354	4	45	perspective	perspective	NOUN
awl-354	4	46	.	.	PUNCT
awl-354	5	1	within	within	ADP
awl-354	5	2	the	the	DET
awl-354	5	3	domains	domain	NOUN
awl-354	5	4	of	of	ADP
awl-354	5	5	computer	computer	NOUN
awl-354	5	6	science	science	NOUN
awl-354	5	7	and	and	CCONJ
awl-354	5	8	engineering	engineering	NOUN
awl-354	5	9	(	(	PUNCT
awl-354	5	10	cs&e	cs&e	PROPN
awl-354	5	11	)	)	PUNCT
awl-354	5	12	the	the	DET
awl-354	5	13	gender	gender	NOUN
awl-354	5	14	imbalance	imbalance	NOUN
awl-354	5	15	is	be	AUX
awl-354	5	16	even	even	ADV
awl-354	5	17	more	more	ADV
awl-354	5	18	acute	acute	ADJ
awl-354	5	19	as	as	ADP
awl-354	5	20	the	the	DET
awl-354	5	21	underrepresentation	underrepresentation	NOUN
awl-354	5	22	of	of	ADP
awl-354	5	23	women	woman	NOUN
awl-354	5	24	not	not	PART
awl-354	5	25	only	only	ADV
awl-354	5	26	persists	persist	NOUN
awl-354	5	27	but	but	CCONJ
awl-354	5	28	has	have	AUX
awl-354	5	29	increased	increase	VERB
awl-354	5	30	over	over	ADP
awl-354	5	31	the	the	DET
awl-354	5	32	past	past	ADJ
awl-354	5	33	few	few	ADJ
awl-354	5	34	decades	decade	NOUN
awl-354	5	35	(	(	PUNCT
awl-354	5	36	corbett	corbett	PROPN
awl-354	5	37	&	&	CCONJ
awl-354	5	38	hill	hill	PROPN
awl-354	5	39	,	,	PUNCT
awl-354	5	40	2015	2015	NUM
awl-354	5	41	;	;	PUNCT
awl-354	5	42	master	master	PROPN
awl-354	5	43	et	et	PROPN
awl-354	5	44	al	al	PROPN
awl-354	5	45	.	.	PROPN
awl-354	5	46	,	,	PUNCT
awl-354	5	47	2016	2016	NUM
awl-354	5	48	)	)	PUNCT
awl-354	5	49	.	.	PUNCT
awl-354	6	1	in	in	ADP
awl-354	6	2	this	this	DET
awl-354	6	3	paper	paper	NOUN
awl-354	6	4	a	a	DET
awl-354	6	5	discussion	discussion	NOUN
awl-354	6	6	of	of	ADP
awl-354	6	7	the	the	DET
awl-354	6	8	current	current	ADJ
awl-354	6	9	situation	situation	NOUN
awl-354	6	10	of	of	ADP
awl-354	6	11	women	woman	NOUN
awl-354	6	12	’s	’s	PART
awl-354	6	13	underrepresentation	underrepresentation	NOUN
awl-354	6	14	across	across	ADP
awl-354	6	15	broad	broad	ADJ
awl-354	6	16	cs&e	cs&e	ADJ
awl-354	6	17	domains	domain	NOUN
awl-354	6	18	is	be	AUX
awl-354	6	19	presented	present	VERB
awl-354	6	20	.	.	PUNCT
awl-354	7	1	this	this	PRON
awl-354	7	2	will	will	AUX
awl-354	7	3	be	be	AUX
awl-354	7	4	demonstrated	demonstrate	VERB
awl-354	7	5	through	through	ADP
awl-354	7	6	a	a	DET
awl-354	7	7	review	review	NOUN
awl-354	7	8	of	of	ADP
awl-354	7	9	research	research	NOUN
awl-354	7	10	into	into	ADP
awl-354	7	11	the	the	DET
awl-354	7	12	historical	historical	ADJ
awl-354	7	13	factors	factor	NOUN
awl-354	7	14	and	and	CCONJ
awl-354	7	15	institutional	institutional	ADJ
awl-354	7	16	practices	practice	NOUN
awl-354	7	17	that	that	PRON
awl-354	7	18	have	have	AUX
awl-354	7	19	been	be	AUX
awl-354	7	20	ongoing	ongoing	ADJ
awl-354	7	21	barriers	barrier	NOUN
awl-354	7	22	to	to	ADP
awl-354	7	23	the	the	DET
awl-354	7	24	inclusion	inclusion	NOUN
awl-354	7	25	of	of	ADP
awl-354	7	26	women	woman	NOUN
awl-354	7	27	in	in	ADP
awl-354	7	28	cs&e	cs&e	PROPN
awl-354	7	29	.	.	PUNCT
awl-354	8	1	then	then	ADV
awl-354	8	2	,	,	PUNCT
awl-354	8	3	a	a	DET
awl-354	8	4	discussion	discussion	NOUN
awl-354	8	5	of	of	ADP
awl-354	8	6	how	how	SCONJ
awl-354	8	7	transformational	transformational	ADJ
awl-354	8	8	leadership	leadership	NOUN
awl-354	8	9	theory	theory	NOUN
awl-354	8	10	can	can	AUX
awl-354	8	11	serve	serve	VERB
awl-354	8	12	as	as	ADP
awl-354	8	13	a	a	DET
awl-354	8	14	tool	tool	NOUN
awl-354	8	15	for	for	ADP
awl-354	8	16	change	change	NOUN
awl-354	8	17	to	to	PART
awl-354	8	18	help	help	VERB
awl-354	8	19	scholars	scholar	NOUN
awl-354	8	20	better	well	ADV
awl-354	8	21	understand	understand	VERB
awl-354	8	22	the	the	DET
awl-354	8	23	present	present	ADJ
awl-354	8	24	situation	situation	NOUN
awl-354	8	25	,	,	PUNCT
awl-354	8	26	and	and	CCONJ
awl-354	8	27	then	then	ADV
awl-354	8	28	guide	guide	VERB
awl-354	8	29	practitioners	practitioner	NOUN
awl-354	8	30	in	in	ADP
awl-354	8	31	overcoming	overcome	VERB
awl-354	8	32	it	it	PRON
awl-354	8	33	,	,	PUNCT
awl-354	8	34	is	be	AUX
awl-354	8	35	presented	present	VERB
awl-354	8	36	.	.	PUNCT
awl-354	9	1	to	to	ADP
awl-354	9	2	this	this	DET
awl-354	9	3	end	end	NOUN
awl-354	9	4	,	,	PUNCT
awl-354	9	5	the	the	DET
awl-354	9	6	paper	paper	NOUN
awl-354	9	7	concludes	conclude	VERB
awl-354	9	8	with	with	ADP
awl-354	9	9	a	a	DET
awl-354	9	10	discussion	discussion	NOUN
awl-354	9	11	of	of	ADP
awl-354	9	12	how	how	SCONJ
awl-354	9	13	diversity	diversity	NOUN
awl-354	9	14	and	and	CCONJ
awl-354	9	15	inclusion	inclusion	NOUN
awl-354	9	16	ideas	idea	NOUN
awl-354	9	17	,	,	PUNCT
awl-354	9	18	based	base	VERB
awl-354	9	19	on	on	ADP
awl-354	9	20	a	a	DET
awl-354	9	21	transformational	transformational	ADJ
awl-354	9	22	leadership	leadership	NOUN
awl-354	9	23	approach	approach	NOUN
awl-354	9	24	,	,	PUNCT
awl-354	9	25	can	can	AUX
awl-354	9	26	improve	improve	VERB
awl-354	9	27	gender	gender	NOUN
awl-354	9	28	equity	equity	NOUN
awl-354	9	29	in	in	ADP
awl-354	9	30	cs&e	cs&e	PROPN
awl-354	9	31	.	.	PUNCT
awl-354	10	1	keywords	keyword	NOUN
awl-354	10	2	:	:	PUNCT
awl-354	10	3	underrepresented	underrepresented	ADJ
awl-354	10	4	,	,	PUNCT
awl-354	10	5	women	woman	NOUN
awl-354	10	6	,	,	PUNCT
awl-354	10	7	gender	gender	NOUN
awl-354	10	8	,	,	PUNCT
awl-354	10	9	transformational	transformational	ADJ
awl-354	10	10	,	,	PUNCT
awl-354	10	11	leadership	leadership	NOUN
awl-354	10	12	introduction	introduction	NOUN
awl-354	10	13	the	the	DET
awl-354	10	14	disproportionately	disproportionately	ADV
awl-354	10	15	low	low	ADJ
awl-354	10	16	share	share	NOUN
awl-354	10	17	of	of	ADP
awl-354	10	18	women	woman	NOUN
awl-354	10	19	in	in	ADP
awl-354	10	20	science	science	NOUN
awl-354	10	21	,	,	PUNCT
awl-354	10	22	technology	technology	NOUN
awl-354	10	23	,	,	PUNCT
awl-354	10	24	engineering	engineering	NOUN
awl-354	10	25	and	and	CCONJ
awl-354	10	26	mathematics	mathematic	NOUN
awl-354	10	27	(	(	PUNCT
awl-354	10	28	stem	stem	NOUN
awl-354	10	29	)	)	PUNCT
awl-354	10	30	domains	domain	NOUN
awl-354	10	31	is	be	AUX
awl-354	10	32	well	well	ADV
awl-354	10	33	documented	document	VERB
awl-354	10	34	in	in	ADP
awl-354	10	35	the	the	DET
awl-354	10	36	scholarly	scholarly	ADJ
awl-354	10	37	literature	literature	NOUN
awl-354	10	38	(	(	PUNCT
awl-354	10	39	aguinis	aguinis	PROPN
awl-354	10	40	et	et	PROPN
awl-354	10	41	al	al	PROPN
awl-354	10	42	.	.	PROPN
awl-354	10	43	,	,	PUNCT
awl-354	10	44	2018	2018	NUM
awl-354	10	45	;	;	PUNCT
awl-354	10	46	fatourou	fatourou	PROPN
awl-354	10	47	et	et	PROPN
awl-354	10	48	al	al	PROPN
awl-354	10	49	.	.	PROPN
awl-354	10	50	,	,	PUNCT
awl-354	10	51	2019	2019	NUM
awl-354	10	52	;	;	PUNCT
awl-354	11	1	hill	hill	PROPN
awl-354	11	2	et	et	PROPN
awl-354	11	3	al	al	PROPN
awl-354	11	4	.	.	PROPN
awl-354	11	5	,	,	PUNCT
awl-354	11	6	2010	2010	NUM
awl-354	11	7	;	;	PUNCT
awl-354	11	8	sekaquaptewa	sekaquaptewa	PROPN
awl-354	11	9	,	,	PUNCT
awl-354	11	10	2011	2011	NUM
awl-354	11	11	;	;	PUNCT
awl-354	11	12	szelenyi	szelenyi	PROPN
awl-354	11	13	et	et	PROPN
awl-354	11	14	al	al	PROPN
awl-354	11	15	.	.	PROPN
awl-354	11	16	,	,	PUNCT
awl-354	11	17	2013	2013	NUM
awl-354	11	18	;	;	PUNCT
awl-354	11	19	zafar	zafar	PROPN
awl-354	11	20	,	,	PUNCT
awl-354	11	21	2013	2013	NUM
awl-354	11	22	)	)	PUNCT
awl-354	11	23	.	.	PUNCT
awl-354	12	1	according	accord	VERB
awl-354	12	2	to	to	ADP
awl-354	12	3	corbett	corbett	NOUN
awl-354	12	4	and	and	CCONJ
awl-354	12	5	hill	hill	PROPN
awl-354	12	6	(	(	PUNCT
awl-354	12	7	2015	2015	NUM
awl-354	12	8	)	)	PUNCT
awl-354	12	9	as	as	ADV
awl-354	12	10	well	well	ADV
awl-354	12	11	as	as	ADP
awl-354	12	12	master	master	PROPN
awl-354	12	13	et	et	PROPN
awl-354	12	14	al	al	PROPN
awl-354	12	15	.	.	PUNCT
awl-354	13	1	(	(	PUNCT
awl-354	13	2	2016	2016	NUM
awl-354	13	3	)	)	PUNCT
awl-354	13	4	,	,	PUNCT
awl-354	13	5	the	the	DET
awl-354	13	6	underrepresentation	underrepresentation	NOUN
awl-354	13	7	of	of	ADP
awl-354	13	8	women	woman	NOUN
awl-354	13	9	in	in	ADP
awl-354	13	10	engineering	engineering	NOUN
awl-354	13	11	fields	field	NOUN
awl-354	13	12	—	—	PUNCT
awl-354	13	13	especially	especially	ADV
awl-354	13	14	in	in	ADP
awl-354	13	15	leadership	leadership	NOUN
awl-354	13	16	roles	role	NOUN
awl-354	13	17	—	—	PUNCT
awl-354	13	18	has	have	AUX
awl-354	13	19	not	not	PART
awl-354	13	20	only	only	ADV
awl-354	13	21	persisted	persist	VERB
awl-354	13	22	in	in	ADP
awl-354	13	23	recent	recent	ADJ
awl-354	13	24	decades	decade	NOUN
awl-354	13	25	,	,	PUNCT
awl-354	13	26	but	but	CCONJ
awl-354	13	27	has	have	AUX
awl-354	13	28	increased	increase	VERB
awl-354	13	29	.	.	PUNCT
awl-354	14	1	this	this	DET
awl-354	14	2	deepening	deepen	VERB
awl-354	14	3	gender	gender	NOUN
awl-354	14	4	imbalance	imbalance	NOUN
awl-354	14	5	lends	lend	VERB
awl-354	14	6	unique	unique	ADJ
awl-354	14	7	urgency	urgency	NOUN
awl-354	14	8	to	to	ADP
awl-354	14	9	exploring	explore	VERB
awl-354	14	10	and	and	CCONJ
awl-354	14	11	overcoming	overcome	VERB
awl-354	14	12	institutional	institutional	ADJ
awl-354	14	13	barriers	barrier	NOUN
awl-354	14	14	that	that	PRON
awl-354	14	15	affect	affect	VERB
awl-354	14	16	and	and	CCONJ
awl-354	14	17	depress	depress	VERB
awl-354	14	18	women	woman	NOUN
awl-354	14	19	’s	’s	PART
awl-354	14	20	long	long	ADJ
awl-354	14	21	-	-	PUNCT
awl-354	14	22	term	term	NOUN
awl-354	14	23	inclusion	inclusion	NOUN
awl-354	14	24	in	in	ADP
awl-354	14	25	broad	broad	ADJ
awl-354	14	26	computer	computer	NOUN
awl-354	14	27	science	science	NOUN
awl-354	14	28	and	and	CCONJ
awl-354	14	29	engineering	engineering	NOUN
awl-354	14	30	(	(	PUNCT
awl-354	14	31	cs&e	cs&e	PROPN
awl-354	14	32	)	)	PUNCT
awl-354	14	33	domains	domain	NOUN
awl-354	14	34	.	.	PUNCT
awl-354	15	1	pawley	pawley	NOUN
awl-354	15	2	et	et	PROPN
awl-354	15	3	al	al	PROPN
awl-354	15	4	.	.	PUNCT
awl-354	16	1	(	(	PUNCT
awl-354	16	2	2016	2016	NUM
awl-354	16	3	)	)	PUNCT
awl-354	16	4	reviewed	review	VERB
awl-354	16	5	published	publish	VERB
awl-354	16	6	articles	article	NOUN
awl-354	16	7	in	in	ADP
awl-354	16	8	the	the	DET
awl-354	16	9	journal	journal	NOUN
awl-354	16	10	of	of	ADP
awl-354	16	11	engineering	engineering	NOUN
awl-354	16	12	education	education	NOUN
awl-354	16	13	from	from	ADP
awl-354	16	14	1998	1998	NUM
awl-354	16	15	to	to	ADP
awl-354	16	16	2012	2012	NUM
awl-354	16	17	.	.	PUNCT
awl-354	17	1	they	they	PRON
awl-354	17	2	argued	argue	VERB
awl-354	17	3	that	that	SCONJ
awl-354	17	4	while	while	SCONJ
awl-354	17	5	individual	individual	ADJ
awl-354	17	6	articles	article	NOUN
awl-354	17	7	were	be	AUX
awl-354	17	8	noteworthy	noteworthy	ADJ
awl-354	17	9	,	,	PUNCT
awl-354	17	10	most	most	ADJ
awl-354	17	11	of	of	ADP
awl-354	17	12	them	they	PRON
awl-354	17	13	focused	focus	VERB
awl-354	17	14	on	on	ADP
awl-354	17	15	a	a	DET
awl-354	17	16	narrow	narrow	ADJ
awl-354	17	17	range	range	NOUN
awl-354	17	18	of	of	ADP
awl-354	17	19	theoretical	theoretical	ADJ
awl-354	17	20	approaches	approach	NOUN
awl-354	17	21	,	,	PUNCT
awl-354	17	22	tended	tend	VERB
awl-354	17	23	to	to	PART
awl-354	17	24	use	use	VERB
awl-354	17	25	undergraduate	undergraduate	NOUN
awl-354	17	26	students	student	NOUN
awl-354	17	27	as	as	ADP
awl-354	17	28	participants	participant	NOUN
awl-354	17	29	almost	almost	ADV
awl-354	17	30	exclusively	exclusively	ADV
awl-354	17	31	,	,	PUNCT
awl-354	17	32	described	describe	VERB
awl-354	17	33	gender	gender	NOUN
awl-354	17	34	simply	simply	ADV
awl-354	17	35	in	in	ADP
awl-354	17	36	binary	binary	NOUN
awl-354	17	37	as	as	ADP
awl-354	17	38	male	male	ADJ
awl-354	17	39	or	or	CCONJ
awl-354	17	40	female	female	NOUN
awl-354	17	41	,	,	PUNCT
awl-354	17	42	and	and	CCONJ
awl-354	17	43	focused	focus	VERB
awl-354	17	44	on	on	ADP
awl-354	17	45	educational	educational	ADJ
awl-354	17	46	inputs	input	NOUN
awl-354	17	47	rather	rather	ADV
awl-354	17	48	than	than	ADP
awl-354	17	49	performance	performance	NOUN
awl-354	17	50	.	.	PUNCT
awl-354	18	1	as	as	SCONJ
awl-354	18	2	the	the	DET
awl-354	18	3	problem	problem	NOUN
awl-354	18	4	of	of	ADP
awl-354	18	5	women	woman	NOUN
awl-354	18	6	’s	’s	PART
awl-354	18	7	underrepresentation	underrepresentation	NOUN
awl-354	18	8	in	in	ADP
awl-354	18	9	cs&e	cs&e	PROPN
awl-354	18	10	and	and	CCONJ
awl-354	18	11	stem	stem	NOUN
awl-354	18	12	remains	remains	AUX
awl-354	18	13	insufficiently	insufficiently	ADV
awl-354	18	14	examined	examine	VERB
awl-354	18	15	,	,	PUNCT
awl-354	18	16	mckinney	mckinney	PROPN
awl-354	18	17	et	et	PROPN
awl-354	18	18	al	al	PROPN
awl-354	18	19	.	.	PROPN
awl-354	19	1	(	(	PUNCT
awl-354	19	2	2008	2008	NUM
awl-354	19	3	)	)	PUNCT
awl-354	19	4	as	as	ADV
awl-354	19	5	well	well	ADV
awl-354	19	6	as	as	ADP
awl-354	19	7	kim	kim	PROPN
awl-354	19	8	et	et	PROPN
awl-354	19	9	al	al	PROPN
awl-354	19	10	.	.	PROPN
awl-354	20	1	(	(	PUNCT
awl-354	20	2	2008	2008	NUM
awl-354	20	3	)	)	PUNCT
awl-354	20	4	,	,	PUNCT
awl-354	20	5	reported	report	VERB
awl-354	20	6	that	that	SCONJ
awl-354	20	7	the	the	DET
awl-354	20	8	percentage	percentage	NOUN
awl-354	20	9	of	of	ADP
awl-354	20	10	computing	compute	VERB
awl-354	20	11	jobs	job	NOUN
awl-354	20	12	held	hold	VERB
awl-354	20	13	by	by	ADP
awl-354	20	14	women	woman	NOUN
awl-354	20	15	has	have	AUX
awl-354	20	16	fallen	fall	VERB
awl-354	20	17	significantly	significantly	ADV
awl-354	20	18	over	over	ADP
awl-354	20	19	the	the	DET
awl-354	20	20	past	past	ADJ
awl-354	20	21	23	23	NUM
awl-354	20	22	years	year	NOUN
awl-354	20	23	.	.	PUNCT
awl-354	21	1	more	more	ADJ
awl-354	21	2	recent	recent	ADJ
awl-354	21	3	research	research	NOUN
awl-354	21	4	found	find	VERB
awl-354	21	5	that	that	SCONJ
awl-354	21	6	women	woman	NOUN
awl-354	21	7	are	be	AUX
awl-354	21	8	outnumbered	outnumber	VERB
awl-354	21	9	by	by	ADP
awl-354	21	10	men	man	NOUN
awl-354	21	11	six	six	NUM
awl-354	21	12	to	to	ADP
awl-354	21	13	one	one	NUM
awl-354	21	14	in	in	ADP
awl-354	21	15	leadership	leadership	NOUN
awl-354	21	16	positions	position	NOUN
awl-354	21	17	in	in	ADP
awl-354	21	18	computing	compute	VERB
awl-354	21	19	fields	field	NOUN
awl-354	21	20	(	(	PUNCT
awl-354	21	21	corbitt	corbitt	PROPN
awl-354	21	22	&	&	CCONJ
awl-354	21	23	hill	hill	PROPN
awl-354	21	24	,	,	PUNCT
awl-354	21	25	2015	2015	NUM
awl-354	21	26	)	)	PUNCT
awl-354	21	27	.	.	PUNCT
awl-354	22	1	this	this	DET
awl-354	22	2	marginalized	marginalize	VERB
awl-354	22	3	faction	faction	NOUN
awl-354	22	4	of	of	ADP
awl-354	22	5	women	woman	NOUN
awl-354	22	6	has	have	AUX
awl-354	22	7	become	become	AUX
awl-354	22	8	known	know	VERB
awl-354	22	9	as	as	ADP
awl-354	22	10	what	what	PRON
awl-354	22	11	margolis	margolis	PROPN
awl-354	22	12	and	and	CCONJ
awl-354	22	13	fisher	fisher	PROPN
awl-354	22	14	(	(	PUNCT
awl-354	22	15	2002	2002	NUM
awl-354	22	16	)	)	PUNCT
awl-354	22	17	referred	refer	VERB
awl-354	22	18	to	to	ADP
awl-354	22	19	as	as	ADP
awl-354	22	20	“	"	PUNCT
awl-354	22	21	survivors	survivor	NOUN
awl-354	22	22	of	of	ADP
awl-354	22	23	the	the	DET
awl-354	22	24	‘	'	PUNCT
awl-354	22	25	boys	boy	NOUN
awl-354	22	26	club	club	NOUN
awl-354	22	27	’	'	PUNCT
awl-354	22	28	of	of	ADP
awl-354	22	29	high	high	ADJ
awl-354	22	30	-	-	PUNCT
awl-354	22	31	school	school	NOUN
awl-354	22	32	computing	computing	NOUN
awl-354	22	33	”	"	PUNCT
awl-354	22	34	(	(	PUNCT
awl-354	22	35	p.	p.	NOUN
awl-354	22	36	49	49	NUM
awl-354	22	37	)	)	PUNCT
awl-354	22	38	.	.	PUNCT
awl-354	23	1	the	the	DET
awl-354	23	2	lower	low	ADJ
awl-354	23	3	number	number	NOUN
awl-354	23	4	of	of	ADP
awl-354	23	5	women	woman	NOUN
awl-354	23	6	studying	study	VERB
awl-354	23	7	in	in	ADP
awl-354	23	8	cs&e	cs&e	PROPN
awl-354	23	9	programs	program	NOUN
awl-354	23	10	represents	represent	VERB
awl-354	23	11	a	a	DET
awl-354	23	12	pipeline	pipeline	NOUN
awl-354	23	13	problem	problem	NOUN
awl-354	23	14	.	.	PUNCT
awl-354	24	1	many	many	ADJ
awl-354	24	2	studies	study	NOUN
awl-354	24	3	on	on	ADP
awl-354	24	4	women	woman	NOUN
awl-354	24	5	’s	’s	PART
awl-354	24	6	participation	participation	NOUN
awl-354	24	7	as	as	SCONJ
awl-354	24	8	authors	author	NOUN
awl-354	24	9	in	in	ADP
awl-354	24	10	research	research	NOUN
awl-354	24	11	publications	publication	NOUN
awl-354	24	12	have	have	AUX
awl-354	24	13	been	be	AUX
awl-354	24	14	conducted	conduct	VERB
awl-354	24	15	over	over	ADP
awl-354	24	16	the	the	DET
awl-354	24	17	past	past	ADJ
awl-354	24	18	decade	decade	NOUN
awl-354	24	19	to	to	PART
awl-354	24	20	understand	understand	VERB
awl-354	24	21	gender	gender	NOUN
awl-354	24	22	inequality	inequality	NOUN
awl-354	24	23	in	in	ADP
awl-354	24	24	academia	academia	NOUN
awl-354	24	25	and	and	CCONJ
awl-354	24	26	the	the	DET
awl-354	24	27	impact	impact	NOUN
awl-354	24	28	of	of	ADP
awl-354	24	29	policies	policy	NOUN
awl-354	24	30	and	and	CCONJ
awl-354	24	31	practices	practice	NOUN
awl-354	24	32	that	that	PRON
awl-354	24	33	may	may	AUX
awl-354	24	34	perpetuate	perpetuate	VERB
awl-354	24	35	continued	continued	ADJ
awl-354	24	36	underrepresentation	underrepresentation	NOUN
awl-354	24	37	of	of	ADP
awl-354	24	38	women	woman	NOUN
awl-354	24	39	researchers	researcher	NOUN
awl-354	24	40	across	across	ADP
awl-354	24	41	a	a	DET
awl-354	24	42	wide	wide	ADJ
awl-354	24	43	variety	variety	NOUN
awl-354	24	44	of	of	ADP
awl-354	24	45	computing	compute	VERB
awl-354	24	46	disciplines	discipline	NOUN
awl-354	24	47	(	(	PUNCT
awl-354	24	48	agarwal	agarwal	PROPN
awl-354	24	49	et	et	PROPN
awl-354	24	50	al	al	PROPN
awl-354	24	51	.	.	PROPN
awl-354	24	52	,	,	PUNCT
awl-354	24	53	2016	2016	NUM
awl-354	24	54	;	;	PUNCT
awl-354	24	55	aguinis	aguinis	PROPN
awl-354	24	56	et	et	PROPN
awl-354	24	57	al	al	PROPN
awl-354	24	58	,	,	PUNCT
awl-354	24	59	2018	2018	NUM
awl-354	24	60	;	;	PUNCT
awl-354	24	61	cavero	cavero	NOUN
awl-354	24	62	et	et	PROPN
awl-354	24	63	al	al	PROPN
awl-354	24	64	.	.	PROPN
awl-354	24	65	,	,	PUNCT
awl-354	24	66	2015	2015	NUM
awl-354	24	67	;	;	PUNCT
awl-354	24	68	cohoon	cohoon	PROPN
awl-354	24	69	et	et	PROPN
awl-354	24	70	al	al	PROPN
awl-354	24	71	.	.	PROPN
awl-354	24	72	,	,	PUNCT
awl-354	24	73	2011	2011	NUM
awl-354	24	74	;	;	PUNCT
awl-354	24	75	vela	vela	PROPN
awl-354	24	76	et	et	PROPN
awl-354	24	77	al	al	PROPN
awl-354	24	78	.	.	PROPN
awl-354	24	79	,	,	PUNCT
awl-354	24	80	2012	2012	NUM
awl-354	24	81	)	)	PUNCT
awl-354	24	82	.	.	PUNCT
awl-354	25	1	several	several	ADJ
awl-354	25	2	studies	study	NOUN
awl-354	25	3	have	have	AUX
awl-354	25	4	already	already	ADV
awl-354	25	5	addressed	address	VERB
awl-354	25	6	the	the	DET
awl-354	25	7	gender	gender	NOUN
awl-354	25	8	imbalance	imbalance	NOUN
awl-354	25	9	in	in	ADP
awl-354	25	10	engineering	engineering	NOUN
awl-354	25	11	fields	field	NOUN
awl-354	25	12	,	,	PUNCT
awl-354	25	13	including	include	VERB
awl-354	25	14	the	the	DET
awl-354	25	15	work	work	NOUN
awl-354	25	16	published	publish	VERB
awl-354	25	17	by	by	ADP
awl-354	25	18	dimitriadi	dimitriadi	NOUN
awl-354	25	19	(	(	PUNCT
awl-354	25	20	2013	2013	NUM
awl-354	25	21	)	)	PUNCT
awl-354	25	22	,	,	PUNCT
awl-354	25	23	agarwal	agarwal	PROPN
awl-354	25	24	et	et	PROPN
awl-354	25	25	al	al	PROPN
awl-354	25	26	.	.	PUNCT
awl-354	26	1	(	(	PUNCT
awl-354	26	2	2016	2016	NUM
awl-354	26	3	)	)	PUNCT
awl-354	26	4	,	,	PUNCT
awl-354	26	5	and	and	CCONJ
awl-354	26	6	lewis	lewis	PROPN
awl-354	26	7	(	(	PUNCT
awl-354	26	8	2018	2018	NUM
awl-354	26	9	)	)	PUNCT
awl-354	26	10	.	.	PUNCT
awl-354	27	1	their	their	PRON
awl-354	27	2	research	research	NOUN
awl-354	27	3	found	find	VERB
awl-354	27	4	gender	gender	NOUN
awl-354	27	5	gaps	gap	NOUN
awl-354	27	6	in	in	ADP
awl-354	27	7	all	all	DET
awl-354	27	8	areas	area	NOUN
awl-354	27	9	of	of	ADP
awl-354	27	10	cs&e	cs&e	PROPN
awl-354	27	11	academics	academic	NOUN
awl-354	27	12	,	,	PUNCT
awl-354	27	13	including	include	VERB
awl-354	27	14	number	number	NOUN
awl-354	27	15	of	of	ADP
awl-354	27	16	students	student	NOUN
awl-354	27	17	,	,	PUNCT
awl-354	27	18	faculty	faculty	NOUN
awl-354	27	19	(	(	PUNCT
awl-354	27	20	tenured	tenure	VERB
awl-354	27	21	and	and	CCONJ
awl-354	27	22	non	non	ADJ
awl-354	27	23	-	-	ADJ
awl-354	27	24	tenured	tenure	VERB
awl-354	27	25	)	)	PUNCT
awl-354	27	26	,	,	PUNCT
awl-354	27	27	and	and	CCONJ
awl-354	27	28	research	research	NOUN
awl-354	27	29	personnel	personnel	NOUN
awl-354	27	30	.	.	PUNCT
awl-354	28	1	this	this	DET
awl-354	28	2	deficit	deficit	NOUN
awl-354	28	3	is	be	AUX
awl-354	28	4	not	not	PART
awl-354	28	5	only	only	ADV
awl-354	28	6	impactful	impactful	ADJ
awl-354	28	7	in	in	ADP
awl-354	28	8	women	woman	NOUN
awl-354	28	9	’s	’s	PART
awl-354	28	10	roles	role	NOUN
awl-354	28	11	as	as	ADP
awl-354	28	12	leaders	leader	NOUN
awl-354	28	13	in	in	ADP
awl-354	28	14	academia	academia	NOUN
awl-354	28	15	;	;	PUNCT
awl-354	28	16	it	it	PRON
awl-354	28	17	also	also	ADV
awl-354	28	18	affects	affect	VERB
awl-354	28	19	advancing	advance	VERB
awl-354	28	20	women	woman	NOUN
awl-354	28	21	in	in	ADP
awl-354	28	22	leadership	leadership	NOUN
awl-354	28	23	journal	journal	NOUN
awl-354	28	24	-	-	PUNCT
awl-354	28	25	volume	volume	NOUN
awl-354	28	26	40	40	NUM
awl-354	28	27	40	40	NUM
awl-354	28	28	the	the	DET
awl-354	28	29	rate	rate	NOUN
awl-354	28	30	at	at	ADP
awl-354	28	31	which	which	PRON
awl-354	28	32	young	young	ADJ
awl-354	28	33	women	woman	NOUN
awl-354	28	34	enroll	enroll	VERB
awl-354	28	35	in	in	ADP
awl-354	28	36	cs&e	cs&e	PROPN
awl-354	28	37	courses	course	NOUN
awl-354	28	38	per	per	ADP
awl-354	28	39	bottia	bottia	PROPN
awl-354	28	40	et	et	PROPN
awl-354	28	41	al	al	PROPN
awl-354	28	42	.	.	PROPN
awl-354	29	1	(	(	PUNCT
awl-354	29	2	2015	2015	NUM
awl-354	29	3	)	)	PUNCT
awl-354	29	4	,	,	PUNCT
awl-354	29	5	who	who	PRON
awl-354	29	6	found	find	VERB
awl-354	29	7	that	that	SCONJ
awl-354	29	8	the	the	DET
awl-354	29	9	availability	availability	NOUN
awl-354	29	10	of	of	ADP
awl-354	29	11	female	female	ADJ
awl-354	29	12	faculty	faculty	NOUN
awl-354	29	13	was	be	AUX
awl-354	29	14	a	a	DET
awl-354	29	15	contributing	contribute	VERB
awl-354	29	16	factor	factor	NOUN
awl-354	29	17	to	to	ADP
awl-354	29	18	women	woman	NOUN
awl-354	29	19	’s	’s	PART
awl-354	29	20	retention	retention	NOUN
awl-354	29	21	and	and	CCONJ
awl-354	29	22	terminal	terminal	ADJ
awl-354	29	23	efficiency	efficiency	NOUN
awl-354	29	24	in	in	ADP
awl-354	29	25	academic	academic	ADJ
awl-354	29	26	programs	program	NOUN
awl-354	29	27	in	in	ADP
awl-354	29	28	this	this	DET
awl-354	29	29	field	field	NOUN
awl-354	29	30	.	.	PUNCT
awl-354	30	1	finally	finally	ADV
awl-354	30	2	,	,	PUNCT
awl-354	30	3	a	a	DET
awl-354	30	4	widening	widen	VERB
awl-354	30	5	gender	gender	NOUN
awl-354	30	6	gap	gap	NOUN
awl-354	30	7	in	in	ADP
awl-354	30	8	cs&e	cs&e	PROPN
awl-354	30	9	not	not	PART
awl-354	30	10	only	only	ADV
awl-354	30	11	perpetuates	perpetuate	VERB
awl-354	30	12	an	an	DET
awl-354	30	13	imbalance	imbalance	NOUN
awl-354	30	14	of	of	ADP
awl-354	30	15	women	woman	NOUN
awl-354	30	16	in	in	ADP
awl-354	30	17	stem	stem	NOUN
awl-354	30	18	at	at	ADP
awl-354	30	19	large	large	ADJ
awl-354	30	20	,	,	PUNCT
awl-354	30	21	but	but	CCONJ
awl-354	30	22	has	have	VERB
awl-354	30	23	specific	specific	ADJ
awl-354	30	24	,	,	PUNCT
awl-354	30	25	wider	wide	ADJ
awl-354	30	26	consequences	consequence	NOUN
awl-354	30	27	in	in	ADP
awl-354	30	28	the	the	DET
awl-354	30	29	larger	large	ADJ
awl-354	30	30	cs&e	cs&e	ADJ
awl-354	30	31	economy	economy	NOUN
awl-354	30	32	,	,	PUNCT
awl-354	30	33	which	which	PRON
awl-354	30	34	is	be	AUX
awl-354	30	35	expected	expect	VERB
awl-354	30	36	to	to	PART
awl-354	30	37	continue	continue	VERB
awl-354	30	38	to	to	PART
awl-354	30	39	grow	grow	VERB
awl-354	30	40	(	(	PUNCT
awl-354	30	41	bureau	bureau	NOUN
awl-354	30	42	of	of	ADP
awl-354	30	43	labor	labor	PROPN
awl-354	30	44	statistics	statistic	NOUN
awl-354	30	45	,	,	PUNCT
awl-354	30	46	2015	2015	NUM
awl-354	30	47	;	;	PUNCT
awl-354	30	48	dockterman	dockterman	NOUN
awl-354	30	49	,	,	PUNCT
awl-354	30	50	2014	2014	NUM
awl-354	30	51	)	)	PUNCT
awl-354	30	52	.	.	PUNCT
awl-354	31	1	thus	thus	ADV
awl-354	31	2	,	,	PUNCT
awl-354	31	3	this	this	DET
awl-354	31	4	issue	issue	NOUN
awl-354	31	5	of	of	ADP
awl-354	31	6	underrepresentation	underrepresentation	NOUN
awl-354	31	7	in	in	ADP
awl-354	31	8	cs&e	cs&e	PROPN
awl-354	31	9	represents	represent	VERB
awl-354	31	10	a	a	DET
awl-354	31	11	larger	large	ADJ
awl-354	31	12	and	and	CCONJ
awl-354	31	13	urgent	urgent	ADJ
awl-354	31	14	organizational	organizational	ADJ
awl-354	31	15	problem	problem	NOUN
awl-354	31	16	:	:	PUNCT
awl-354	31	17	women	woman	NOUN
awl-354	31	18	comprising	comprise	VERB
awl-354	31	19	only	only	ADV
awl-354	31	20	a	a	DET
awl-354	31	21	quarter	quarter	NOUN
awl-354	31	22	of	of	ADP
awl-354	31	23	the	the	DET
awl-354	31	24	computer	computer	NOUN
awl-354	31	25	science	science	NOUN
awl-354	31	26	workforce	workforce	NOUN
awl-354	31	27	and	and	CCONJ
awl-354	31	28	the	the	DET
awl-354	31	29	number	number	NOUN
awl-354	31	30	is	be	AUX
awl-354	31	31	declining	decline	VERB
awl-354	31	32	.	.	PUNCT
awl-354	32	1	not	not	PART
awl-354	32	2	only	only	ADV
awl-354	32	3	is	be	AUX
awl-354	32	4	closing	close	VERB
awl-354	32	5	the	the	DET
awl-354	32	6	gender	gender	NOUN
awl-354	32	7	gap	gap	NOUN
awl-354	32	8	in	in	ADP
awl-354	32	9	cs&e	cs&e	PROPN
awl-354	32	10	at	at	ADP
awl-354	32	11	risk	risk	NOUN
awl-354	32	12	,	,	PUNCT
awl-354	32	13	but	but	CCONJ
awl-354	32	14	so	so	ADV
awl-354	32	15	is	be	AUX
awl-354	32	16	meeting	meet	VERB
awl-354	32	17	the	the	DET
awl-354	32	18	incredible	incredible	ADJ
awl-354	32	19	workforce	workforce	NOUN
awl-354	32	20	demand	demand	NOUN
awl-354	32	21	of	of	ADP
awl-354	32	22	the	the	DET
awl-354	32	23	big	big	ADJ
awl-354	32	24	data	data	PROPN
awl-354	32	25	era	era	NOUN
awl-354	32	26	.	.	PUNCT
awl-354	33	1	we	we	PRON
awl-354	33	2	believe	believe	VERB
awl-354	33	3	the	the	DET
awl-354	33	4	continued	continue	VERB
awl-354	33	5	underrepresentation	underrepresentation	NOUN
awl-354	33	6	of	of	ADP
awl-354	33	7	women	woman	NOUN
awl-354	33	8	in	in	ADP
awl-354	33	9	cs&e	cs&e	PROPN
awl-354	33	10	across	across	ADP
awl-354	33	11	industry	industry	NOUN
awl-354	33	12	and	and	CCONJ
awl-354	33	13	academic	academic	ADJ
awl-354	33	14	domains	domain	NOUN
awl-354	33	15	are	be	AUX
awl-354	33	16	not	not	PART
awl-354	33	17	mutually	mutually	ADV
awl-354	33	18	exclusive	exclusive	ADJ
awl-354	33	19	phenomenon	phenomenon	NOUN
awl-354	33	20	,	,	PUNCT
awl-354	33	21	but	but	CCONJ
awl-354	33	22	are	be	AUX
awl-354	33	23	interrelated	interrelated	ADJ
awl-354	33	24	issues	issue	NOUN
awl-354	33	25	that	that	PRON
awl-354	33	26	form	form	VERB
awl-354	33	27	a	a	DET
awl-354	33	28	larger	large	ADJ
awl-354	33	29	diversity	diversity	NOUN
awl-354	33	30	imperative	imperative	NOUN
awl-354	33	31	of	of	ADP
awl-354	33	32	increasing	increase	VERB
awl-354	33	33	inclusion	inclusion	NOUN
awl-354	33	34	of	of	ADP
awl-354	33	35	a	a	DET
awl-354	33	36	historically	historically	ADV
awl-354	33	37	underrepresented	underrepresented	ADJ
awl-354	33	38	population	population	NOUN
awl-354	33	39	.	.	PUNCT
awl-354	34	1	we	we	PRON
awl-354	34	2	argue	argue	VERB
awl-354	34	3	that	that	SCONJ
awl-354	34	4	creating	create	VERB
awl-354	34	5	transformational	transformational	ADJ
awl-354	34	6	organizational	organizational	ADJ
awl-354	34	7	cultures	culture	NOUN
awl-354	34	8	can	can	AUX
awl-354	34	9	help	help	VERB
awl-354	34	10	address	address	VERB
awl-354	34	11	the	the	DET
awl-354	34	12	gender	gender	NOUN
awl-354	34	13	in	in	ADP
awl-354	34	14	cs&e	cs&e	PROPN
awl-354	34	15	domains	domain	NOUN
awl-354	34	16	.	.	PUNCT
awl-354	35	1	though	though	SCONJ
awl-354	35	2	recent	recent	ADJ
awl-354	35	3	scholarship	scholarship	NOUN
awl-354	35	4	traversing	traverse	VERB
awl-354	35	5	the	the	DET
awl-354	35	6	historic	historic	ADJ
awl-354	35	7	underrepresentation	underrepresentation	NOUN
awl-354	35	8	of	of	ADP
awl-354	35	9	women	woman	NOUN
awl-354	35	10	in	in	ADP
awl-354	35	11	cs&e	cs&e	PROPN
awl-354	35	12	has	have	AUX
awl-354	35	13	provided	provide	VERB
awl-354	35	14	much	much	ADJ
awl-354	35	15	impetus	impetus	NOUN
awl-354	35	16	for	for	ADP
awl-354	35	17	new	new	ADJ
awl-354	35	18	programs	program	NOUN
awl-354	35	19	and	and	CCONJ
awl-354	35	20	interventions	intervention	NOUN
awl-354	35	21	intended	intend	VERB
awl-354	35	22	to	to	PART
awl-354	35	23	increase	increase	VERB
awl-354	35	24	the	the	DET
awl-354	35	25	inclusion	inclusion	NOUN
awl-354	35	26	of	of	ADP
awl-354	35	27	women	woman	NOUN
awl-354	35	28	,	,	PUNCT
awl-354	35	29	many	many	ADJ
awl-354	35	30	are	be	AUX
awl-354	35	31	in	in	ADP
awl-354	35	32	nascent	nascent	ADJ
awl-354	35	33	stages	stage	NOUN
awl-354	35	34	.	.	PUNCT
awl-354	36	1	kim	kim	PROPN
awl-354	36	2	et	et	PROPN
awl-354	36	3	al	al	PROPN
awl-354	36	4	.	.	PROPN
awl-354	36	5	(	(	PUNCT
awl-354	36	6	2008	2008	NUM
awl-354	36	7	)	)	PUNCT
awl-354	36	8	,	,	PUNCT
awl-354	36	9	as	as	ADV
awl-354	36	10	well	well	ADV
awl-354	36	11	as	as	ADP
awl-354	36	12	szelényi	szelényi	PROPN
awl-354	36	13	et	et	PROPN
awl-354	36	14	al	al	PROPN
awl-354	36	15	.	.	PROPN
awl-354	36	16	(	(	PUNCT
awl-354	36	17	2013	2013	NUM
awl-354	36	18	)	)	PUNCT
awl-354	36	19	,	,	PUNCT
awl-354	36	20	and	and	CCONJ
awl-354	36	21	most	most	ADV
awl-354	36	22	recently	recently	ADV
awl-354	36	23	gailliard	gailliard	VERB
awl-354	36	24	and	and	CCONJ
awl-354	36	25	batmanian	batmanian	ADJ
awl-354	36	26	(	(	PUNCT
awl-354	36	27	2016	2016	NUM
awl-354	36	28	)	)	PUNCT
awl-354	36	29	,	,	PUNCT
awl-354	36	30	provide	provide	VERB
awl-354	36	31	research	research	NOUN
awl-354	36	32	and	and	CCONJ
awl-354	36	33	discussions	discussion	NOUN
awl-354	36	34	that	that	PRON
awl-354	36	35	address	address	VERB
awl-354	36	36	underrepresentation	underrepresentation	NOUN
awl-354	36	37	of	of	ADP
awl-354	36	38	women	woman	NOUN
awl-354	36	39	in	in	ADP
awl-354	36	40	cs&e	cs&e	PROPN
awl-354	36	41	.	.	PUNCT
awl-354	37	1	considered	consider	VERB
awl-354	37	2	together	together	ADV
awl-354	37	3	,	,	PUNCT
awl-354	37	4	these	these	DET
awl-354	37	5	researchers	researcher	NOUN
awl-354	37	6	have	have	AUX
awl-354	37	7	found	find	VERB
awl-354	37	8	that	that	SCONJ
awl-354	37	9	strategies	strategy	NOUN
awl-354	37	10	such	such	ADJ
awl-354	37	11	as	as	ADP
awl-354	37	12	early	early	ADJ
awl-354	37	13	socialization	socialization	NOUN
awl-354	37	14	and	and	CCONJ
awl-354	37	15	role	role	NOUN
awl-354	37	16	model	model	NOUN
awl-354	37	17	mentorship	mentorship	NOUN
awl-354	37	18	,	,	PUNCT
awl-354	37	19	research	research	NOUN
awl-354	37	20	experiences	experience	NOUN
awl-354	37	21	for	for	ADP
awl-354	37	22	undergraduates	undergraduate	NOUN
awl-354	37	23	,	,	PUNCT
awl-354	37	24	and	and	CCONJ
awl-354	37	25	living	living	NOUN
awl-354	37	26	-	-	PUNCT
awl-354	37	27	learning	learn	VERB
awl-354	37	28	programs	program	NOUN
awl-354	37	29	exist	exist	VERB
awl-354	37	30	in	in	ADP
awl-354	37	31	practice	practice	NOUN
awl-354	37	32	.	.	PUNCT
awl-354	38	1	thus	thus	ADV
awl-354	38	2	far	far	ADV
awl-354	38	3	,	,	PUNCT
awl-354	38	4	however	however	ADV
awl-354	38	5	,	,	PUNCT
awl-354	38	6	the	the	DET
awl-354	38	7	consensus	consensus	NOUN
awl-354	38	8	appears	appear	VERB
awl-354	38	9	to	to	PART
awl-354	38	10	be	be	AUX
awl-354	38	11	that	that	SCONJ
awl-354	38	12	such	such	ADJ
awl-354	38	13	efforts	effort	NOUN
awl-354	38	14	,	,	PUNCT
awl-354	38	15	while	while	SCONJ
awl-354	38	16	having	have	VERB
awl-354	38	17	potential	potential	NOUN
awl-354	38	18	for	for	ADP
awl-354	38	19	improving	improve	VERB
awl-354	38	20	underrepresentation	underrepresentation	NOUN
awl-354	38	21	of	of	ADP
awl-354	38	22	women	woman	NOUN
awl-354	38	23	in	in	ADP
awl-354	38	24	cs&e	cs&e	PROPN
awl-354	38	25	,	,	PUNCT
awl-354	38	26	need	need	VERB
awl-354	38	27	to	to	PART
awl-354	38	28	be	be	AUX
awl-354	38	29	embraced	embrace	VERB
awl-354	38	30	across	across	ADP
awl-354	38	31	educational	educational	ADJ
awl-354	38	32	institutions	institution	NOUN
awl-354	38	33	to	to	PART
awl-354	38	34	create	create	VERB
awl-354	38	35	significant	significant	ADJ
awl-354	38	36	change	change	NOUN
awl-354	38	37	.	.	PUNCT
awl-354	39	1	this	this	PRON
awl-354	39	2	requires	require	VERB
awl-354	39	3	educational	educational	ADJ
awl-354	39	4	institutions	institution	NOUN
awl-354	39	5	,	,	PUNCT
awl-354	39	6	specifically	specifically	ADV
awl-354	39	7	academic	academic	ADJ
awl-354	39	8	programs	program	NOUN
awl-354	39	9	in	in	ADP
awl-354	39	10	stem	stem	NOUN
awl-354	39	11	,	,	PUNCT
awl-354	39	12	to	to	PART
awl-354	39	13	transform	transform	VERB
awl-354	39	14	their	their	PRON
awl-354	39	15	culture	culture	NOUN
awl-354	39	16	in	in	ADP
awl-354	39	17	a	a	DET
awl-354	39	18	way	way	NOUN
awl-354	39	19	that	that	SCONJ
awl-354	39	20	diversity	diversity	NOUN
awl-354	39	21	and	and	CCONJ
awl-354	39	22	inclusion	inclusion	NOUN
awl-354	39	23	are	be	AUX
awl-354	39	24	valued	value	VERB
awl-354	39	25	as	as	ADP
awl-354	39	26	essential	essential	ADJ
awl-354	39	27	parts	part	NOUN
awl-354	39	28	of	of	ADP
awl-354	39	29	the	the	DET
awl-354	39	30	overall	overall	ADJ
awl-354	39	31	strategy	strategy	NOUN
awl-354	39	32	for	for	ADP
awl-354	39	33	the	the	DET
awl-354	39	34	future	future	NOUN
awl-354	39	35	of	of	ADP
awl-354	39	36	cs&e	cs&e	ADJ
awl-354	39	37	field	field	NOUN
awl-354	39	38	.	.	PUNCT
awl-354	40	1	factors	factor	NOUN
awl-354	40	2	affecting	affect	VERB
awl-354	40	3	underrepresentation	underrepresentation	NOUN
awl-354	40	4	inquiry	inquiry	NOUN
awl-354	40	5	into	into	ADP
awl-354	40	6	women	woman	NOUN
awl-354	40	7	’s	’s	PART
awl-354	40	8	underrepresentation	underrepresentation	NOUN
awl-354	40	9	in	in	ADP
awl-354	40	10	cs&e	cs&e	PROPN
awl-354	40	11	has	have	AUX
awl-354	40	12	been	be	AUX
awl-354	40	13	ongoing	ongoing	ADJ
awl-354	40	14	for	for	ADP
awl-354	40	15	some	some	DET
awl-354	40	16	time	time	NOUN
awl-354	40	17	.	.	PUNCT
awl-354	41	1	valian	valian	PROPN
awl-354	41	2	(	(	PUNCT
awl-354	41	3	1999	1999	NUM
awl-354	41	4	)	)	PUNCT
awl-354	41	5	presented	present	VERB
awl-354	41	6	evidence	evidence	NOUN
awl-354	41	7	that	that	SCONJ
awl-354	41	8	women	woman	NOUN
awl-354	41	9	are	be	AUX
awl-354	41	10	disadvantaged	disadvantage	VERB
awl-354	41	11	both	both	PRON
awl-354	41	12	by	by	ADP
awl-354	41	13	gender	gender	NOUN
awl-354	41	14	schemas	schema	NOUN
awl-354	41	15	that	that	PRON
awl-354	41	16	favor	favor	VERB
awl-354	41	17	men	man	NOUN
awl-354	41	18	in	in	ADP
awl-354	41	19	technology	technology	NOUN
awl-354	41	20	and	and	CCONJ
awl-354	41	21	by	by	ADP
awl-354	41	22	the	the	DET
awl-354	41	23	compounding	compounding	NOUN
awl-354	41	24	accumulation	accumulation	NOUN
awl-354	41	25	of	of	ADP
awl-354	41	26	male	male	ADJ
awl-354	41	27	advantage	advantage	NOUN
awl-354	41	28	over	over	ADP
awl-354	41	29	time	time	NOUN
awl-354	41	30	.	.	PUNCT
awl-354	42	1	later	later	ADV
awl-354	42	2	,	,	PUNCT
awl-354	42	3	in	in	ADP
awl-354	42	4	a	a	DET
awl-354	42	5	controversial	controversial	ADJ
awl-354	42	6	speech	speech	NOUN
awl-354	42	7	by	by	ADP
awl-354	42	8	a	a	DET
awl-354	42	9	former	former	ADJ
awl-354	42	10	harvard	harvard	PROPN
awl-354	42	11	university	university	PROPN
awl-354	42	12	president	president	NOUN
awl-354	42	13	,	,	PUNCT
awl-354	42	14	three	three	NUM
awl-354	42	15	hypotheses	hypothesis	NOUN
awl-354	42	16	were	be	AUX
awl-354	42	17	provided	provide	VERB
awl-354	42	18	as	as	ADP
awl-354	42	19	possible	possible	ADJ
awl-354	42	20	explanations	explanation	NOUN
awl-354	42	21	for	for	ADP
awl-354	42	22	the	the	DET
awl-354	42	23	historic	historic	ADJ
awl-354	42	24	underrepresentation	underrepresentation	NOUN
awl-354	42	25	of	of	ADP
awl-354	42	26	women	woman	NOUN
awl-354	42	27	in	in	ADP
awl-354	42	28	cs&e	cs&e	PROPN
awl-354	42	29	.	.	PUNCT
awl-354	43	1	these	these	PRON
awl-354	43	2	included	include	VERB
awl-354	43	3	(	(	PUNCT
awl-354	43	4	a	a	X
awl-354	43	5	)	)	PUNCT
awl-354	43	6	different	different	ADJ
awl-354	43	7	innate	innate	ADJ
awl-354	43	8	aptitudes	aptitude	NOUN
awl-354	43	9	in	in	ADP
awl-354	43	10	mathematics	mathematic	NOUN
awl-354	43	11	and	and	CCONJ
awl-354	43	12	high	high	ADJ
awl-354	43	13	-	-	PUNCT
awl-354	43	14	end	end	NOUN
awl-354	43	15	technology	technology	NOUN
awl-354	43	16	skills	skill	NOUN
awl-354	43	17	;	;	PUNCT
awl-354	43	18	(	(	PUNCT
awl-354	43	19	b	b	X
awl-354	43	20	)	)	PUNCT
awl-354	43	21	different	different	ADJ
awl-354	43	22	career	career	NOUN
awl-354	43	23	-	-	PUNCT
awl-354	43	24	related	relate	VERB
awl-354	43	25	preferences	preference	NOUN
awl-354	43	26	among	among	ADP
awl-354	43	27	men	man	NOUN
awl-354	43	28	and	and	CCONJ
awl-354	43	29	women	woman	NOUN
awl-354	43	30	;	;	PUNCT
awl-354	43	31	and	and	CCONJ
awl-354	43	32	(	(	PUNCT
awl-354	43	33	c	c	X
awl-354	43	34	)	)	PUNCT
awl-354	43	35	simple	simple	ADJ
awl-354	43	36	,	,	PUNCT
awl-354	43	37	overt	overt	ADJ
awl-354	43	38	discrimination	discrimination	NOUN
awl-354	43	39	(	(	PUNCT
awl-354	43	40	summers	summer	NOUN
awl-354	43	41	,	,	PUNCT
awl-354	43	42	2005	2005	NUM
awl-354	43	43	,	,	PUNCT
awl-354	43	44	as	as	SCONJ
awl-354	43	45	cited	cite	VERB
awl-354	43	46	in	in	ADP
awl-354	43	47	reuben	reuben	PROPN
awl-354	43	48	et	et	PROPN
awl-354	43	49	al	al	PROPN
awl-354	43	50	.	.	PROPN
awl-354	43	51	,	,	PUNCT
awl-354	43	52	2014	2014	NUM
awl-354	43	53	)	)	PUNCT
awl-354	43	54	.	.	PUNCT
awl-354	44	1	while	while	SCONJ
awl-354	44	2	mounting	mount	VERB
awl-354	44	3	evidence	evidence	NOUN
awl-354	44	4	against	against	ADP
awl-354	44	5	the	the	DET
awl-354	44	6	aptitude	aptitude	NOUN
awl-354	44	7	-	-	PUNCT
awl-354	44	8	based	base	VERB
awl-354	44	9	hypothesis	hypothesis	NOUN
awl-354	44	10	and	and	CCONJ
awl-354	44	11	career	career	NOUN
awl-354	44	12	-	-	PUNCT
awl-354	44	13	based	base	VERB
awl-354	44	14	dichotomy	dichotomy	NOUN
awl-354	44	15	have	have	AUX
awl-354	44	16	been	be	AUX
awl-354	44	17	since	since	SCONJ
awl-354	44	18	revealed	reveal	VERB
awl-354	44	19	in	in	ADP
awl-354	44	20	the	the	DET
awl-354	44	21	literature	literature	NOUN
awl-354	44	22	(	(	PUNCT
awl-354	44	23	guiso	guiso	PROPN
awl-354	44	24	et	et	PROPN
awl-354	44	25	al	al	PROPN
awl-354	44	26	.	.	PROPN
awl-354	44	27	,	,	PUNCT
awl-354	44	28	2008	2008	NUM
awl-354	44	29	;	;	PUNCT
awl-354	44	30	hyde	hyde	PROPN
awl-354	44	31	et	et	PROPN
awl-354	44	32	al	al	PROPN
awl-354	44	33	.	.	PROPN
awl-354	44	34	,	,	PUNCT
awl-354	44	35	2008	2008	NUM
awl-354	44	36	)	)	PUNCT
awl-354	44	37	,	,	PUNCT
awl-354	44	38	other	other	ADJ
awl-354	44	39	notable	notable	ADJ
awl-354	44	40	recent	recent	ADJ
awl-354	44	41	findings	finding	NOUN
awl-354	44	42	have	have	AUX
awl-354	44	43	indeed	indeed	ADV
awl-354	44	44	illuminated	illuminate	VERB
awl-354	44	45	the	the	DET
awl-354	44	46	ongoing	ongoing	ADJ
awl-354	44	47	pervasiveness	pervasiveness	NOUN
awl-354	44	48	of	of	ADP
awl-354	44	49	historical	historical	ADJ
awl-354	44	50	biases	bias	NOUN
awl-354	44	51	.	.	PUNCT
awl-354	45	1	these	these	PRON
awl-354	45	2	include	include	VERB
awl-354	45	3	,	,	PUNCT
awl-354	45	4	but	but	CCONJ
awl-354	45	5	are	be	AUX
awl-354	45	6	not	not	PART
awl-354	45	7	limited	limit	VERB
awl-354	45	8	to	to	ADP
awl-354	45	9	,	,	PUNCT
awl-354	45	10	perceptions	perception	NOUN
awl-354	45	11	of	of	ADP
awl-354	45	12	women	woman	NOUN
awl-354	45	13	’s	’s	PART
awl-354	45	14	competency	competency	NOUN
awl-354	45	15	in	in	ADP
awl-354	45	16	computer	computer	NOUN
awl-354	45	17	science	science	NOUN
awl-354	45	18	,	,	PUNCT
awl-354	45	19	the	the	DET
awl-354	45	20	larger	large	ADJ
awl-354	45	21	share	share	NOUN
awl-354	45	22	of	of	ADP
awl-354	45	23	employment	employment	NOUN
awl-354	45	24	opportunities	opportunity	NOUN
awl-354	45	25	for	for	ADP
awl-354	45	26	men	man	NOUN
awl-354	45	27	,	,	PUNCT
awl-354	45	28	and	and	CCONJ
awl-354	45	29	a	a	DET
awl-354	45	30	lack	lack	NOUN
awl-354	45	31	of	of	ADP
awl-354	45	32	dynamic	dynamic	ADJ
awl-354	45	33	mentorship	mentorship	NOUN
awl-354	45	34	programs	program	NOUN
awl-354	45	35	and	and	CCONJ
awl-354	45	36	stem	stem	VERB
awl-354	45	37	advocacy	advocacy	NOUN
awl-354	45	38	for	for	ADP
awl-354	45	39	women	woman	NOUN
awl-354	45	40	.	.	PUNCT
awl-354	46	1	according	accord	VERB
awl-354	46	2	to	to	ADP
awl-354	46	3	corbett	corbett	NOUN
awl-354	46	4	and	and	CCONJ
awl-354	46	5	hill	hill	NOUN
awl-354	46	6	(	(	PUNCT
awl-354	46	7	2015	2015	NUM
awl-354	46	8	)	)	PUNCT
awl-354	46	9	,	,	PUNCT
awl-354	46	10	all	all	DET
awl-354	46	11	these	these	DET
awl-354	46	12	issues	issue	NOUN
awl-354	46	13	remain	remain	VERB
awl-354	46	14	ubiquitous	ubiquitous	ADJ
awl-354	46	15	barriers	barrier	NOUN
awl-354	46	16	for	for	ADP
awl-354	46	17	women	woman	NOUN
awl-354	46	18	in	in	ADP
awl-354	46	19	computing	compute	VERB
awl-354	46	20	.	.	PUNCT
awl-354	47	1	in	in	ADP
awl-354	47	2	addition	addition	NOUN
awl-354	47	3	to	to	ADP
awl-354	47	4	these	these	PRON
awl-354	47	5	,	,	PUNCT
awl-354	47	6	szelenyi	szelenyi	PROPN
awl-354	47	7	et	et	PROPN
awl-354	47	8	al	al	PROPN
awl-354	47	9	.	.	PROPN
awl-354	48	1	(	(	PUNCT
awl-354	48	2	2013	2013	NUM
awl-354	48	3	)	)	PUNCT
awl-354	48	4	pointed	point	VERB
awl-354	48	5	out	out	ADP
awl-354	48	6	that	that	SCONJ
awl-354	48	7	several	several	ADJ
awl-354	48	8	personal	personal	ADJ
awl-354	48	9	and	and	CCONJ
awl-354	48	10	environmental	environmental	ADJ
awl-354	48	11	factors	factor	NOUN
awl-354	48	12	affect	affect	VERB
awl-354	48	13	women	woman	NOUN
awl-354	48	14	’s	’s	PART
awl-354	48	15	career	career	NOUN
awl-354	48	16	-	-	PUNCT
awl-354	48	17	related	relate	VERB
awl-354	48	18	outcomes	outcome	NOUN
awl-354	48	19	in	in	ADP
awl-354	48	20	cs&e	cs&e	PROPN
awl-354	48	21	.	.	PUNCT
awl-354	49	1	moreover	moreover	ADV
awl-354	49	2	,	,	PUNCT
awl-354	49	3	ehrlinger	ehrlinger	NOUN
awl-354	49	4	et	et	PROPN
awl-354	49	5	al	al	PROPN
awl-354	49	6	.	.	PROPN
awl-354	50	1	(	(	PUNCT
awl-354	50	2	2018	2018	NUM
awl-354	50	3	)	)	PUNCT
awl-354	50	4	noted	note	VERB
awl-354	50	5	that	that	SCONJ
awl-354	50	6	career	career	NOUN
awl-354	50	7	choices	choice	NOUN
awl-354	50	8	for	for	ADP
awl-354	50	9	women	woman	NOUN
awl-354	50	10	continued	continue	VERB
awl-354	50	11	to	to	PART
awl-354	50	12	be	be	AUX
awl-354	50	13	influenced	influence	VERB
awl-354	50	14	by	by	ADP
awl-354	50	15	engineering	engineering	NOUN
awl-354	50	16	prototypes	prototype	NOUN
awl-354	50	17	based	base	VERB
awl-354	50	18	on	on	ADP
awl-354	50	19	stereotypical	stereotypical	ADJ
awl-354	50	20	gender	gender	NOUN
awl-354	50	21	beliefs	belief	NOUN
awl-354	50	22	that	that	PRON
awl-354	50	23	discourage	discourage	VERB
awl-354	50	24	women	woman	NOUN
awl-354	50	25	from	from	ADP
awl-354	50	26	entering	enter	VERB
awl-354	50	27	cs&e	cs&e	ADJ
awl-354	50	28	fields	field	NOUN
awl-354	50	29	.	.	PUNCT
awl-354	51	1	therefore	therefore	ADV
awl-354	51	2	,	,	PUNCT
awl-354	51	3	there	there	PRON
awl-354	51	4	continued	continue	VERB
awl-354	51	5	to	to	PART
awl-354	51	6	be	be	AUX
awl-354	51	7	a	a	DET
awl-354	51	8	need	need	NOUN
awl-354	51	9	to	to	PART
awl-354	51	10	address	address	VERB
awl-354	51	11	issues	issue	NOUN
awl-354	51	12	such	such	ADJ
awl-354	51	13	as	as	ADP
awl-354	51	14	early	early	ADJ
awl-354	51	15	socialization	socialization	NOUN
awl-354	51	16	of	of	ADP
awl-354	51	17	and	and	CCONJ
awl-354	51	18	education	education	NOUN
awl-354	51	19	in	in	ADP
awl-354	51	20	cs&e	cs&e	PROPN
awl-354	51	21	identity	identity	NOUN
awl-354	51	22	,	,	PUNCT
awl-354	51	23	attitudes	attitude	NOUN
awl-354	51	24	of	of	ADP
awl-354	51	25	self	self	NOUN
awl-354	51	26	-	-	PUNCT
awl-354	51	27	efficacy	efficacy	NOUN
awl-354	51	28	,	,	PUNCT
awl-354	51	29	and	and	CCONJ
awl-354	51	30	issues	issue	NOUN
awl-354	51	31	related	relate	VERB
awl-354	51	32	to	to	ADP
awl-354	51	33	status	status	NOUN
awl-354	51	34	and	and	CCONJ
awl-354	51	35	stereotypes	stereotype	NOUN
awl-354	51	36	.	.	PUNCT
awl-354	52	1	the	the	DET
awl-354	52	2	research	research	NOUN
awl-354	52	3	cited	cite	VERB
awl-354	52	4	here	here	ADV
awl-354	52	5	suggest	suggest	VERB
awl-354	52	6	that	that	SCONJ
awl-354	52	7	the	the	DET
awl-354	52	8	problem	problem	NOUN
awl-354	52	9	of	of	ADP
awl-354	52	10	women	woman	NOUN
awl-354	52	11	underrepresentation	underrepresentation	NOUN
awl-354	52	12	in	in	ADP
awl-354	52	13	cs&e	cs&e	PROPN
awl-354	52	14	goes	go	VERB
awl-354	52	15	beyond	beyond	ADP
awl-354	52	16	the	the	DET
awl-354	52	17	existence	existence	NOUN
awl-354	52	18	of	of	ADP
awl-354	52	19	male	male	NOUN
awl-354	52	20	-	-	PUNCT
awl-354	52	21	dominated	dominate	VERB
awl-354	52	22	workplaces	workplace	NOUN
awl-354	52	23	but	but	CCONJ
awl-354	52	24	stretches	stretch	VERB
awl-354	52	25	all	all	DET
awl-354	52	26	the	the	DET
awl-354	52	27	way	way	NOUN
awl-354	52	28	back	back	ADV
awl-354	52	29	to	to	ADP
awl-354	52	30	early	early	ADJ
awl-354	52	31	educational	educational	ADJ
awl-354	52	32	experiences	experience	NOUN
awl-354	52	33	.	.	PUNCT
awl-354	53	1	systemic	systemic	ADJ
awl-354	53	2	barriers	barrier	NOUN
awl-354	53	3	to	to	ADP
awl-354	53	4	women	woman	NOUN
awl-354	53	5	in	in	ADP
awl-354	53	6	cs&e	cs&e	PROPN
awl-354	53	7	given	give	VERB
awl-354	53	8	even	even	ADV
awl-354	53	9	this	this	DET
awl-354	53	10	relatively	relatively	ADV
awl-354	53	11	brief	brief	ADJ
awl-354	53	12	review	review	NOUN
awl-354	53	13	of	of	ADP
awl-354	53	14	the	the	DET
awl-354	53	15	research	research	NOUN
awl-354	53	16	literature	literature	NOUN
awl-354	53	17	,	,	PUNCT
awl-354	53	18	it	it	PRON
awl-354	53	19	should	should	AUX
awl-354	53	20	be	be	AUX
awl-354	53	21	clear	clear	ADJ
awl-354	53	22	that	that	SCONJ
awl-354	53	23	there	there	PRON
awl-354	53	24	are	be	VERB
awl-354	53	25	many	many	ADJ
awl-354	53	26	obstacles	obstacle	NOUN
awl-354	53	27	to	to	ADP
awl-354	53	28	women	woman	NOUN
awl-354	53	29	in	in	ADP
awl-354	53	30	cs&e	cs&e	PROPN
awl-354	53	31	,	,	PUNCT
awl-354	53	32	and	and	CCONJ
awl-354	53	33	that	that	SCONJ
awl-354	53	34	raising	raise	VERB
awl-354	53	35	this	this	DET
awl-354	53	36	issue	issue	NOUN
awl-354	53	37	in	in	ADP
awl-354	53	38	the	the	DET
awl-354	53	39	scholarly	scholarly	ADJ
awl-354	53	40	record	record	NOUN
awl-354	53	41	is	be	AUX
awl-354	53	42	not	not	PART
awl-354	53	43	a	a	DET
awl-354	53	44	new	new	ADJ
awl-354	53	45	attempt	attempt	NOUN
awl-354	53	46	.	.	PUNCT
awl-354	54	1	for	for	ADP
awl-354	54	2	this	this	DET
awl-354	54	3	reason	reason	NOUN
awl-354	54	4	,	,	PUNCT
awl-354	54	5	we	we	PRON
awl-354	54	6	would	would	AUX
awl-354	54	7	like	like	VERB
awl-354	54	8	to	to	PART
awl-354	54	9	take	take	VERB
awl-354	54	10	a	a	DET
awl-354	54	11	different	different	ADJ
awl-354	54	12	approach	approach	NOUN
awl-354	54	13	to	to	ADP
awl-354	54	14	facilitating	facilitate	VERB
awl-354	54	15	a	a	DET
awl-354	54	16	constructive	constructive	ADJ
awl-354	54	17	conversation	conversation	NOUN
awl-354	54	18	on	on	ADP
awl-354	54	19	overcoming	overcome	VERB
awl-354	54	20	barriers	barrier	NOUN
awl-354	54	21	to	to	PART
awl-354	54	22	increase	increase	VERB
awl-354	54	23	inclusion	inclusion	NOUN
awl-354	54	24	of	of	ADP
awl-354	54	25	women	woman	NOUN
awl-354	54	26	in	in	ADP
awl-354	54	27	cs&e	cs&e	PROPN
awl-354	54	28	going	go	VERB
awl-354	54	29	forward	forward	ADV
awl-354	54	30	.	.	PUNCT
awl-354	55	1	thus	thus	ADV
awl-354	55	2	,	,	PUNCT
awl-354	55	3	rather	rather	ADV
awl-354	55	4	than	than	ADP
awl-354	55	5	itemizing	itemize	VERB
awl-354	55	6	difficulties	difficulty	NOUN
awl-354	55	7	,	,	PUNCT
awl-354	55	8	we	we	PRON
awl-354	55	9	propose	propose	VERB
awl-354	55	10	two	two	NUM
awl-354	55	11	general	general	ADJ
awl-354	55	12	categories	category	NOUN
awl-354	55	13	of	of	ADP
awl-354	55	14	systemic	systemic	ADJ
awl-354	55	15	barriers	barrier	NOUN
awl-354	55	16	be	be	AUX
awl-354	55	17	considered	consider	VERB
awl-354	55	18	as	as	ADP
awl-354	55	19	areas	area	NOUN
awl-354	55	20	that	that	PRON
awl-354	55	21	perpetuate	perpetuate	VERB
awl-354	55	22	divergence	divergence	NOUN
awl-354	55	23	of	of	ADP
awl-354	55	24	women	woman	NOUN
awl-354	55	25	from	from	ADP
awl-354	55	26	pursuing	pursue	VERB
awl-354	55	27	advanced	advanced	ADJ
awl-354	55	28	education	education	NOUN
awl-354	55	29	and	and	CCONJ
awl-354	55	30	careers	career	NOUN
awl-354	55	31	in	in	ADP
awl-354	55	32	cs&e	cs&e	PROPN
awl-354	55	33	,	,	PUNCT
awl-354	55	34	expanding	expand	VERB
awl-354	55	35	on	on	ADP
awl-354	55	36	mckinney	mckinney	PROPN
awl-354	55	37	et	et	PROPN
awl-354	55	38	al	al	PROPN
awl-354	55	39	.	.	PROPN
awl-354	55	40	’s	’s	PART
awl-354	55	41	(	(	PUNCT
awl-354	55	42	2008	2008	NUM
awl-354	55	43	)	)	PUNCT
awl-354	55	44	idea	idea	NOUN
awl-354	55	45	of	of	ADP
awl-354	55	46	an	an	DET
awl-354	55	47	input	input	NOUN
awl-354	55	48	and	and	CCONJ
awl-354	55	49	throughput	throughput	NOUN
awl-354	55	50	theorem	theorem	NOUN
awl-354	55	51	which	which	PRON
awl-354	55	52	describes	describe	VERB
awl-354	55	53	the	the	DET
awl-354	55	54	disparity	disparity	NOUN
awl-354	55	55	between	between	ADP
awl-354	55	56	women	woman	NOUN
awl-354	55	57	and	and	CCONJ
awl-354	55	58	men	man	NOUN
awl-354	55	59	existing	exist	VERB
awl-354	55	60	in	in	ADP
awl-354	55	61	engineering	engineering	NOUN
awl-354	55	62	professions	profession	NOUN
awl-354	55	63	.	.	PUNCT
awl-354	56	1	described	describe	VERB
awl-354	56	2	in	in	ADP
awl-354	56	3	general	general	ADJ
awl-354	56	4	terms	term	NOUN
awl-354	56	5	,	,	PUNCT
awl-354	56	6	these	these	PRON
awl-354	56	7	are	be	AUX
awl-354	56	8	an	an	DET
awl-354	56	9	entry	entry	NOUN
awl-354	56	10	problem	problem	NOUN
awl-354	56	11	,	,	PUNCT
awl-354	56	12	wherein	wherein	SCONJ
awl-354	56	13	women	woman	NOUN
awl-354	56	14	do	do	AUX
awl-354	56	15	not	not	PART
awl-354	56	16	enter	enter	VERB
awl-354	56	17	(	(	PUNCT
awl-354	56	18	or	or	CCONJ
awl-354	56	19	are	be	AUX
awl-354	56	20	not	not	PART
awl-354	56	21	prepared	prepared	ADJ
awl-354	56	22	to	to	PART
awl-354	56	23	enter	enter	VERB
awl-354	56	24	)	)	PUNCT
awl-354	56	25	computer	computer	NOUN
awl-354	56	26	science	science	NOUN
awl-354	56	27	domains	domain	NOUN
awl-354	56	28	and	and	CCONJ
awl-354	56	29	a	a	DET
awl-354	56	30	continuity	continuity	NOUN
awl-354	56	31	problem	problem	NOUN
awl-354	56	32	,	,	PUNCT
awl-354	56	33	wherein	wherein	ADJ
awl-354	56	34	entry	entry	NOUN
awl-354	56	35	does	do	AUX
awl-354	56	36	not	not	PART
awl-354	56	37	persist	persist	VERB
awl-354	56	38	meaningfully	meaningfully	ADV
awl-354	56	39	into	into	ADP
awl-354	56	40	leadership	leadership	NOUN
awl-354	56	41	.	.	PUNCT
awl-354	57	1	the	the	DET
awl-354	57	2	following	follow	VERB
awl-354	57	3	literature	literature	NOUN
awl-354	57	4	review	review	NOUN
awl-354	57	5	encompasses	encompass	VERB
awl-354	57	6	research	research	NOUN
awl-354	57	7	on	on	ADP
awl-354	57	8	both	both	CCONJ
awl-354	57	9	the	the	DET
awl-354	57	10	entry	entry	NOUN
awl-354	57	11	and	and	CCONJ
awl-354	57	12	continuity	continuity	NOUN
awl-354	57	13	problems	problem	NOUN
awl-354	57	14	to	to	PART
awl-354	57	15	distill	distill	VERB
awl-354	57	16	salient	salient	NOUN
awl-354	57	17	,	,	PUNCT
awl-354	57	18	recurrent	recurrent	ADJ
awl-354	57	19	themes	theme	NOUN
awl-354	57	20	that	that	PRON
awl-354	57	21	offer	offer	VERB
awl-354	57	22	insight	insight	NOUN
awl-354	57	23	on	on	ADP
awl-354	57	24	fundamental	fundamental	ADJ
awl-354	57	25	issues	issue	NOUN
awl-354	57	26	affecting	affect	VERB
awl-354	57	27	ongoing	ongoing	ADJ
awl-354	57	28	underrepresentation	underrepresentation	NOUN
awl-354	57	29	of	of	ADP
awl-354	57	30	women	woman	NOUN
awl-354	57	31	in	in	ADP
awl-354	57	32	cs&e	cs&e	PROPN
awl-354	57	33	,	,	PUNCT
awl-354	57	34	and	and	CCONJ
awl-354	57	35	describes	describe	VERB
awl-354	57	36	what	what	PRON
awl-354	57	37	researchers	researcher	NOUN
awl-354	57	38	have	have	AUX
awl-354	57	39	concluded	conclude	VERB
awl-354	57	40	to	to	PART
awl-354	57	41	be	be	AUX
awl-354	57	42	useful	useful	ADJ
awl-354	57	43	approaches	approach	NOUN
awl-354	57	44	to	to	ADP
awl-354	57	45	meaningful	meaningful	ADJ
awl-354	57	46	interventions	intervention	NOUN
awl-354	57	47	.	.	PUNCT
awl-354	58	1	going	go	VERB
awl-354	58	2	forward	forward	ADV
awl-354	58	3	,	,	PUNCT
awl-354	58	4	these	these	PRON
awl-354	58	5	will	will	AUX
awl-354	58	6	form	form	VERB
awl-354	58	7	a	a	DET
awl-354	58	8	framework	framework	NOUN
awl-354	58	9	for	for	ADP
awl-354	58	10	further	further	ADJ
awl-354	58	11	discussions	discussion	NOUN
awl-354	58	12	on	on	ADP
awl-354	58	13	how	how	SCONJ
awl-354	58	14	to	to	PART
awl-354	58	15	overcome	overcome	VERB
awl-354	58	16	long	long	ADV
awl-354	58	17	held	hold	VERB
awl-354	58	18	institutional	institutional	ADJ
awl-354	58	19	barriers	barrier	NOUN
awl-354	58	20	to	to	ADP
awl-354	58	21	gender	gender	NOUN
awl-354	58	22	equity	equity	NOUN
awl-354	58	23	in	in	ADP
awl-354	58	24	cs&e	cs&e	PROPN
awl-354	58	25	by	by	ADP
awl-354	58	26	transforming	transform	VERB
awl-354	58	27	educational	educational	ADJ
awl-354	58	28	cultures	culture	NOUN
awl-354	58	29	.	.	PUNCT
awl-354	59	1	the	the	DET
awl-354	59	2	entry	entry	NOUN
awl-354	59	3	problem	problem	NOUN
awl-354	59	4	we	we	PRON
awl-354	59	5	identify	identify	VERB
awl-354	59	6	entry	entry	NOUN
awl-354	59	7	problems	problem	NOUN
awl-354	59	8	as	as	ADP
awl-354	59	9	issues	issue	NOUN
awl-354	59	10	concerned	concern	VERB
awl-354	59	11	with	with	ADP
awl-354	59	12	women	woman	NOUN
awl-354	59	13	not	not	PART
awl-354	59	14	developing	develop	VERB
awl-354	59	15	early	early	ADJ
awl-354	59	16	stem	stem	NOUN
awl-354	59	17	identity	identity	NOUN
awl-354	59	18	or	or	CCONJ
awl-354	59	19	sustainably	sustainably	ADV
awl-354	59	20	connecting	connect	VERB
awl-354	59	21	with	with	ADP
awl-354	59	22	broader	broad	ADJ
awl-354	59	23	cs&e	cs&e	PROPN
awl-354	59	24	domains	domain	NOUN
awl-354	59	25	through	through	ADP
awl-354	59	26	educational	educational	ADJ
awl-354	59	27	programs	program	NOUN
awl-354	59	28	or	or	CCONJ
awl-354	59	29	socialization	socialization	NOUN
awl-354	59	30	.	.	PUNCT
awl-354	60	1	reuben	reuben	PROPN
awl-354	60	2	et	et	PROPN
awl-354	60	3	al	al	PROPN
awl-354	60	4	.	.	PROPN
awl-354	61	1	(	(	PUNCT
awl-354	61	2	2014	2014	NUM
awl-354	61	3	)	)	PUNCT
awl-354	61	4	found	find	VERB
awl-354	61	5	that	that	SCONJ
awl-354	61	6	standardized	standardized	ADJ
awl-354	61	7	test	test	NOUN
awl-354	61	8	advancing	advance	VERB
awl-354	61	9	women	woman	NOUN
awl-354	61	10	in	in	ADP
awl-354	61	11	leadership	leadership	NOUN
awl-354	61	12	journal	journal	NOUN
awl-354	61	13	-	-	PUNCT
awl-354	61	14	volume	volume	NOUN
awl-354	61	15	40	40	NUM
awl-354	61	16	41	41	NUM
awl-354	61	17	results	result	NOUN
awl-354	61	18	indicate	indicate	VERB
awl-354	61	19	that	that	SCONJ
awl-354	61	20	high	high	ADJ
awl-354	61	21	-	-	PUNCT
awl-354	61	22	school	school	NOUN
awl-354	61	23	-	-	PUNCT
awl-354	61	24	aged	age	VERB
awl-354	61	25	girls	girl	NOUN
awl-354	61	26	are	be	AUX
awl-354	61	27	as	as	ADV
awl-354	61	28	prepared	prepare	VERB
awl-354	61	29	as	as	ADP
awl-354	61	30	boys	boy	NOUN
awl-354	61	31	to	to	PART
awl-354	61	32	pursue	pursue	VERB
awl-354	61	33	science	science	NOUN
awl-354	61	34	majors	major	NOUN
awl-354	61	35	in	in	ADP
awl-354	61	36	college	college	NOUN
awl-354	61	37	.	.	PUNCT
awl-354	62	1	however	however	ADV
awl-354	62	2	,	,	PUNCT
awl-354	62	3	this	this	DET
awl-354	62	4	readiness	readiness	NOUN
awl-354	62	5	does	do	AUX
awl-354	62	6	not	not	PART
awl-354	62	7	correspond	correspond	VERB
awl-354	62	8	to	to	ADP
awl-354	62	9	enrollment	enrollment	NOUN
awl-354	62	10	of	of	ADP
awl-354	62	11	women	woman	NOUN
awl-354	62	12	in	in	ADP
awl-354	62	13	computer	computer	NOUN
awl-354	62	14	science	science	NOUN
awl-354	62	15	majors	major	NOUN
awl-354	62	16	.	.	PUNCT
awl-354	63	1	their	their	PRON
awl-354	63	2	work	work	NOUN
awl-354	63	3	affirms	affirm	VERB
awl-354	63	4	what	what	PRON
awl-354	63	5	hughes	hughes	PROPN
awl-354	63	6	et	et	PROPN
awl-354	63	7	al	al	PROPN
awl-354	63	8	.	.	PROPN
awl-354	64	1	(	(	PUNCT
awl-354	64	2	2013	2013	NUM
awl-354	64	3	)	)	PUNCT
awl-354	64	4	had	have	AUX
awl-354	64	5	already	already	ADV
awl-354	64	6	been	be	AUX
awl-354	64	7	pointing	point	VERB
awl-354	64	8	towards	towards	ADP
awl-354	64	9	:	:	PUNCT
awl-354	64	10	that	that	SCONJ
awl-354	64	11	entry	entry	NOUN
awl-354	64	12	problems	problem	NOUN
awl-354	64	13	begin	begin	VERB
awl-354	64	14	foremost	foremost	ADV
awl-354	64	15	with	with	ADP
awl-354	64	16	the	the	DET
awl-354	64	17	rate	rate	NOUN
awl-354	64	18	at	at	ADP
awl-354	64	19	which	which	PRON
awl-354	64	20	women	woman	NOUN
awl-354	64	21	enter	enter	VERB
awl-354	64	22	early	early	ADJ
awl-354	64	23	cs&e	cs&e	ADJ
awl-354	64	24	educational	educational	ADJ
awl-354	64	25	programs	program	NOUN
awl-354	64	26	,	,	PUNCT
awl-354	64	27	and	and	CCONJ
awl-354	64	28	that	that	DET
awl-354	64	29	marginalization	marginalization	NOUN
awl-354	64	30	begins	begin	VERB
awl-354	64	31	to	to	PART
awl-354	64	32	occur	occur	VERB
awl-354	64	33	at	at	ADP
awl-354	64	34	adolescence	adolescence	NOUN
awl-354	64	35	.	.	PUNCT
awl-354	65	1	more	more	ADV
awl-354	65	2	specifically	specifically	ADV
awl-354	65	3	,	,	PUNCT
awl-354	65	4	research	research	NOUN
awl-354	65	5	conducted	conduct	VERB
awl-354	65	6	by	by	ADP
awl-354	65	7	the	the	DET
awl-354	65	8	american	american	PROPN
awl-354	65	9	association	association	PROPN
awl-354	65	10	of	of	ADP
awl-354	65	11	university	university	NOUN
awl-354	65	12	women	woman	NOUN
awl-354	65	13	(	(	PUNCT
awl-354	65	14	2010	2010	NUM
awl-354	65	15	)	)	PUNCT
awl-354	65	16	suggested	suggest	VERB
awl-354	65	17	that	that	SCONJ
awl-354	65	18	the	the	DET
awl-354	65	19	ages	age	NOUN
awl-354	65	20	between	between	ADP
awl-354	65	21	10	10	NUM
awl-354	65	22	and	and	CCONJ
awl-354	65	23	15	15	NUM
awl-354	65	24	are	be	AUX
awl-354	65	25	the	the	DET
awl-354	65	26	period	period	NOUN
awl-354	65	27	during	during	ADP
awl-354	65	28	which	which	PRON
awl-354	65	29	students	student	NOUN
awl-354	65	30	,	,	PUNCT
awl-354	65	31	particularly	particularly	ADV
awl-354	65	32	girls	girl	NOUN
awl-354	65	33	,	,	PUNCT
awl-354	65	34	begin	begin	VERB
awl-354	65	35	to	to	PART
awl-354	65	36	lose	lose	VERB
awl-354	65	37	interest	interest	NOUN
awl-354	65	38	in	in	ADP
awl-354	65	39	science	science	NOUN
awl-354	65	40	and	and	CCONJ
awl-354	65	41	mathematics	mathematic	NOUN
awl-354	65	42	,	,	PUNCT
awl-354	65	43	as	as	ADV
awl-354	65	44	well	well	ADV
awl-354	65	45	as	as	ADP
awl-354	65	46	when	when	SCONJ
awl-354	65	47	the	the	DET
awl-354	65	48	gender	gender	NOUN
awl-354	65	49	gap	gap	NOUN
awl-354	65	50	in	in	ADP
awl-354	65	51	terms	term	NOUN
awl-354	65	52	of	of	ADP
awl-354	65	53	standardized	standardized	ADJ
awl-354	65	54	stem	stem	NOUN
awl-354	65	55	test	test	NOUN
awl-354	65	56	scores	score	NOUN
awl-354	65	57	begins	begin	VERB
awl-354	65	58	to	to	ADP
awl-354	65	59	evidence	evidence	NOUN
awl-354	65	60	.	.	PUNCT
awl-354	66	1	thus	thus	ADV
awl-354	66	2	,	,	PUNCT
awl-354	66	3	we	we	PRON
awl-354	66	4	can	can	AUX
awl-354	66	5	further	far	ADV
awl-354	66	6	delineate	delineate	VERB
awl-354	66	7	entry	entry	NOUN
awl-354	66	8	problems	problem	NOUN
awl-354	66	9	into	into	ADP
awl-354	66	10	the	the	DET
awl-354	66	11	following	follow	VERB
awl-354	66	12	two	two	NUM
awl-354	66	13	areas	area	NOUN
awl-354	66	14	where	where	SCONJ
awl-354	66	15	barriers	barrier	NOUN
awl-354	66	16	have	have	AUX
awl-354	66	17	been	be	AUX
awl-354	66	18	suggested	suggest	VERB
awl-354	66	19	to	to	PART
awl-354	66	20	occur	occur	VERB
awl-354	66	21	:	:	PUNCT
awl-354	66	22	during	during	ADP
awl-354	66	23	pre	pre	ADJ
awl-354	66	24	-	-	ADJ
awl-354	66	25	college	college	ADJ
awl-354	66	26	education	education	NOUN
awl-354	66	27	and	and	CCONJ
awl-354	66	28	socialization	socialization	NOUN
awl-354	66	29	(	(	PUNCT
awl-354	66	30	k12	k12	NOUN
awl-354	66	31	)	)	PUNCT
awl-354	66	32	,	,	PUNCT
awl-354	66	33	and	and	CCONJ
awl-354	66	34	early	early	ADJ
awl-354	66	35	college	college	NOUN
awl-354	66	36	experiences	experience	NOUN
awl-354	66	37	.	.	PUNCT
awl-354	67	1	pre	pre	ADJ
awl-354	67	2	-	-	ADJ
awl-354	67	3	college	college	ADJ
awl-354	67	4	education	education	NOUN
awl-354	67	5	and	and	CCONJ
awl-354	67	6	socialization	socialization	NOUN
awl-354	67	7	(	(	PUNCT
awl-354	67	8	k12	k12	NOUN
awl-354	67	9	)	)	PUNCT
awl-354	67	10	.	.	PUNCT
awl-354	68	1	looking	looking	AUX
awl-354	68	2	into	into	ADP
awl-354	68	3	the	the	DET
awl-354	68	4	efficacy	efficacy	NOUN
awl-354	68	5	of	of	ADP
awl-354	68	6	middle	middle	ADJ
awl-354	68	7	school	school	NOUN
awl-354	68	8	participants	participant	NOUN
awl-354	68	9	’	'	PUNCT
awl-354	68	10	stem	stem	VERB
awl-354	68	11	identity	identity	NOUN
awl-354	68	12	formation	formation	NOUN
awl-354	68	13	,	,	PUNCT
awl-354	68	14	researchers	researcher	NOUN
awl-354	68	15	hughes	hughe	VERB
awl-354	68	16	et	et	PROPN
awl-354	68	17	al	al	PROPN
awl-354	68	18	.	.	PROPN
awl-354	69	1	(	(	PUNCT
awl-354	69	2	2013	2013	NUM
awl-354	69	3	)	)	PUNCT
awl-354	69	4	studied	study	VERB
awl-354	69	5	the	the	DET
awl-354	69	6	influence	influence	NOUN
awl-354	69	7	of	of	ADP
awl-354	69	8	activities	activity	NOUN
awl-354	69	9	within	within	ADP
awl-354	69	10	informal	informal	ADJ
awl-354	69	11	science	science	NOUN
awl-354	69	12	and	and	CCONJ
awl-354	69	13	engineering	engineering	NOUN
awl-354	69	14	learning	learning	NOUN
awl-354	69	15	environments	environment	NOUN
awl-354	69	16	.	.	PUNCT
awl-354	70	1	while	while	SCONJ
awl-354	70	2	the	the	DET
awl-354	70	3	study	study	NOUN
awl-354	70	4	did	do	AUX
awl-354	70	5	not	not	PART
awl-354	70	6	show	show	VERB
awl-354	70	7	a	a	DET
awl-354	70	8	significant	significant	ADJ
awl-354	70	9	difference	difference	NOUN
awl-354	70	10	in	in	ADP
awl-354	70	11	the	the	DET
awl-354	70	12	two	two	NUM
awl-354	70	13	informal	informal	ADJ
awl-354	70	14	programs	program	NOUN
awl-354	70	15	evaluated	evaluate	VERB
awl-354	70	16	(	(	PUNCT
awl-354	70	17	an	an	DET
awl-354	70	18	all	all	ADV
awl-354	70	19	-	-	PUNCT
awl-354	70	20	girls	girl	NOUN
awl-354	70	21	’	'	PUNCT
awl-354	70	22	stem	stem	NOUN
awl-354	70	23	camp	camp	NOUN
awl-354	70	24	and	and	CCONJ
awl-354	70	25	a	a	DET
awl-354	70	26	co	co	ADJ
awl-354	70	27	-	-	ADJ
awl-354	70	28	educational	educational	ADJ
awl-354	70	29	stem	stem	NOUN
awl-354	70	30	camp	camp	NOUN
awl-354	70	31	)	)	PUNCT
awl-354	70	32	,	,	PUNCT
awl-354	70	33	it	it	PRON
awl-354	70	34	did	do	AUX
awl-354	70	35	provide	provide	VERB
awl-354	70	36	findings	finding	NOUN
awl-354	70	37	that	that	PRON
awl-354	70	38	raised	raise	VERB
awl-354	70	39	the	the	DET
awl-354	70	40	issue	issue	NOUN
awl-354	70	41	of	of	ADP
awl-354	70	42	access	access	NOUN
awl-354	70	43	,	,	PUNCT
awl-354	70	44	particularly	particularly	ADV
awl-354	70	45	with	with	ADP
awl-354	70	46	pedagogy	pedagogy	NOUN
awl-354	70	47	,	,	PUNCT
awl-354	70	48	and	and	CCONJ
awl-354	70	49	advocated	advocate	VERB
awl-354	70	50	for	for	ADP
awl-354	70	51	stem	stem	NOUN
awl-354	70	52	curricula	curricula	NOUN
awl-354	70	53	approaches	approach	NOUN
awl-354	70	54	that	that	PRON
awl-354	70	55	consider	consider	VERB
awl-354	70	56	the	the	DET
awl-354	70	57	unique	unique	ADJ
awl-354	70	58	learning	learning	NOUN
awl-354	70	59	styles	style	NOUN
awl-354	70	60	of	of	ADP
awl-354	70	61	young	young	ADJ
awl-354	70	62	women	woman	NOUN
awl-354	70	63	.	.	PUNCT
awl-354	71	1	additionally	additionally	ADV
awl-354	71	2	,	,	PUNCT
awl-354	71	3	explicit	explicit	ADJ
awl-354	71	4	exposure	exposure	NOUN
awl-354	71	5	of	of	ADP
awl-354	71	6	female	female	ADJ
awl-354	71	7	role	role	NOUN
awl-354	71	8	models	model	NOUN
awl-354	71	9	resulted	result	VERB
awl-354	71	10	in	in	ADP
awl-354	71	11	an	an	DET
awl-354	71	12	increased	increase	VERB
awl-354	71	13	interest	interest	NOUN
awl-354	71	14	in	in	ADP
awl-354	71	15	stem	stem	NOUN
awl-354	71	16	fields	field	NOUN
awl-354	71	17	,	,	PUNCT
awl-354	71	18	among	among	ADP
awl-354	71	19	them	they	PRON
awl-354	71	20	cs&e	cs&e	PROPN
awl-354	71	21	.	.	PUNCT
awl-354	72	1	further	further	ADJ
awl-354	72	2	research	research	NOUN
awl-354	72	3	conducted	conduct	VERB
awl-354	72	4	with	with	ADP
awl-354	72	5	middle	middle	ADJ
awl-354	72	6	-	-	PUNCT
awl-354	72	7	school	school	NOUN
awl-354	72	8	students	student	NOUN
awl-354	72	9	suggested	suggest	VERB
awl-354	72	10	that	that	SCONJ
awl-354	72	11	gender	gender	NOUN
awl-354	72	12	segregation	segregation	NOUN
awl-354	72	13	in	in	ADP
awl-354	72	14	stem	stem	NOUN
awl-354	72	15	is	be	AUX
awl-354	72	16	affected	affect	VERB
awl-354	72	17	by	by	ADP
awl-354	72	18	teachers	teacher	NOUN
awl-354	72	19	who	who	PRON
awl-354	72	20	take	take	VERB
awl-354	72	21	part	part	NOUN
awl-354	72	22	in	in	ADP
awl-354	72	23	shaping	shape	VERB
awl-354	72	24	the	the	DET
awl-354	72	25	worldview	worldview	NOUN
awl-354	72	26	of	of	ADP
awl-354	72	27	students	student	NOUN
awl-354	72	28	at	at	ADP
awl-354	72	29	an	an	DET
awl-354	72	30	early	early	ADJ
awl-354	72	31	age	age	NOUN
awl-354	72	32	.	.	PUNCT
awl-354	73	1	one	one	NUM
awl-354	73	2	example	example	NOUN
awl-354	73	3	of	of	ADP
awl-354	73	4	research	research	NOUN
awl-354	73	5	that	that	PRON
awl-354	73	6	points	point	VERB
awl-354	73	7	to	to	ADP
awl-354	73	8	this	this	PRON
awl-354	73	9	is	be	AUX
awl-354	73	10	shapiro	shapiro	PROPN
awl-354	73	11	et	et	PROPN
awl-354	73	12	al	al	PROPN
awl-354	73	13	.	.	PROPN
awl-354	74	1	(	(	PUNCT
awl-354	74	2	2015	2015	NUM
awl-354	74	3	)	)	PUNCT
awl-354	74	4	.	.	PUNCT
awl-354	75	1	their	their	PRON
awl-354	75	2	research	research	NOUN
awl-354	75	3	followed	follow	VERB
awl-354	75	4	that	that	PRON
awl-354	75	5	of	of	ADP
awl-354	75	6	riley	riley	NOUN
awl-354	75	7	(	(	PUNCT
awl-354	75	8	2014	2014	NUM
awl-354	75	9	)	)	PUNCT
awl-354	75	10	who	who	PRON
awl-354	75	11	stated	state	VERB
awl-354	75	12	that	that	SCONJ
awl-354	75	13	teachers	teacher	NOUN
awl-354	75	14	who	who	PRON
awl-354	75	15	unknowingly	unknowingly	ADV
awl-354	75	16	make	make	VERB
awl-354	75	17	genderbased	genderbased	ADJ
awl-354	75	18	distinctions	distinction	NOUN
awl-354	75	19	have	have	VERB
awl-354	75	20	profound	profound	ADJ
awl-354	75	21	influence	influence	NOUN
awl-354	75	22	on	on	ADP
awl-354	75	23	their	their	PRON
awl-354	75	24	students	student	NOUN
awl-354	75	25	and	and	CCONJ
awl-354	75	26	unintentionally	unintentionally	ADV
awl-354	75	27	lead	lead	VERB
awl-354	75	28	them	they	PRON
awl-354	75	29	to	to	PART
awl-354	75	30	conform	conform	VERB
awl-354	75	31	to	to	ADP
awl-354	75	32	biased	biased	ADJ
awl-354	75	33	educational	educational	ADJ
awl-354	75	34	expectations	expectation	NOUN
awl-354	75	35	.	.	PUNCT
awl-354	76	1	both	both	DET
awl-354	76	2	investigations	investigation	NOUN
awl-354	76	3	added	add	VERB
awl-354	76	4	support	support	NOUN
awl-354	76	5	for	for	ADP
awl-354	76	6	what	what	DET
awl-354	76	7	dimitriadi	dimitriadi	NOUN
awl-354	76	8	(	(	PUNCT
awl-354	76	9	2013	2013	NUM
awl-354	76	10	)	)	PUNCT
awl-354	76	11	and	and	CCONJ
awl-354	76	12	tajlili	tajlili	NOUN
awl-354	76	13	(	(	PUNCT
awl-354	76	14	2014	2014	NUM
awl-354	76	15	)	)	PUNCT
awl-354	76	16	also	also	ADV
awl-354	76	17	concluded	conclude	VERB
awl-354	76	18	:	:	PUNCT
awl-354	76	19	that	that	SCONJ
awl-354	76	20	one	one	NUM
awl-354	76	21	angle	angle	NOUN
awl-354	76	22	of	of	ADP
awl-354	76	23	the	the	DET
awl-354	76	24	entry	entry	NOUN
awl-354	76	25	problem	problem	NOUN
awl-354	76	26	is	be	AUX
awl-354	76	27	how	how	SCONJ
awl-354	76	28	the	the	DET
awl-354	76	29	influence	influence	NOUN
awl-354	76	30	of	of	ADP
awl-354	76	31	parents	parent	NOUN
awl-354	76	32	,	,	PUNCT
awl-354	76	33	teachers	teacher	NOUN
awl-354	76	34	,	,	PUNCT
awl-354	76	35	and	and	CCONJ
awl-354	76	36	guidance	guidance	NOUN
awl-354	76	37	counselors	counselor	NOUN
awl-354	76	38	and	and	CCONJ
awl-354	76	39	other	other	ADJ
awl-354	76	40	role	role	NOUN
awl-354	76	41	models	model	NOUN
awl-354	76	42	early	early	ADV
awl-354	76	43	in	in	ADP
awl-354	76	44	a	a	DET
awl-354	76	45	student	student	NOUN
awl-354	76	46	’s	’s	PART
awl-354	76	47	educational	educational	ADJ
awl-354	76	48	journey	journey	NOUN
awl-354	76	49	affect	affect	VERB
awl-354	76	50	long	long	ADJ
awl-354	76	51	-	-	PUNCT
awl-354	76	52	term	term	NOUN
awl-354	76	53	student	student	NOUN
awl-354	76	54	choices	choice	NOUN
awl-354	76	55	in	in	ADP
awl-354	76	56	education	education	NOUN
awl-354	76	57	and	and	CCONJ
awl-354	76	58	career	career	NOUN
awl-354	76	59	trajectories	trajectory	NOUN
awl-354	76	60	.	.	PUNCT
awl-354	77	1	hughes	hughe	NOUN
awl-354	77	2	et	et	PROPN
awl-354	77	3	al	al	PROPN
awl-354	77	4	.	.	PROPN
awl-354	78	1	(	(	PUNCT
awl-354	78	2	2013	2013	NUM
awl-354	78	3	)	)	PUNCT
awl-354	78	4	also	also	ADV
awl-354	78	5	found	find	VERB
awl-354	78	6	that	that	DET
awl-354	78	7	exposure	exposure	NOUN
awl-354	78	8	to	to	ADP
awl-354	78	9	female	female	ADJ
awl-354	78	10	role	role	NOUN
awl-354	78	11	models	model	NOUN
awl-354	78	12	improved	improve	VERB
awl-354	78	13	self	self	NOUN
awl-354	78	14	-	-	PUNCT
awl-354	78	15	concept	concept	NOUN
awl-354	78	16	,	,	PUNCT
awl-354	78	17	a	a	DET
awl-354	78	18	broadened	broaden	VERB
awl-354	78	19	view	view	NOUN
awl-354	78	20	of	of	ADP
awl-354	78	21	stem	stem	NOUN
awl-354	78	22	careers	career	NOUN
awl-354	78	23	possibilities	possibility	NOUN
awl-354	78	24	,	,	PUNCT
awl-354	78	25	and	and	CCONJ
awl-354	78	26	generated	generate	VERB
awl-354	78	27	a	a	DET
awl-354	78	28	sense	sense	NOUN
awl-354	78	29	of	of	ADP
awl-354	78	30	belonging	belong	VERB
awl-354	78	31	,	,	PUNCT
awl-354	78	32	suggesting	suggest	VERB
awl-354	78	33	that	that	SCONJ
awl-354	78	34	early	early	ADJ
awl-354	78	35	and	and	CCONJ
awl-354	78	36	informal	informal	ADJ
awl-354	78	37	stem	stem	NOUN
awl-354	78	38	education	education	NOUN
awl-354	78	39	programs	program	NOUN
awl-354	78	40	can	can	AUX
awl-354	78	41	positively	positively	ADV
awl-354	78	42	influence	influence	VERB
awl-354	78	43	learned	learn	VERB
awl-354	78	44	stem	stem	NOUN
awl-354	78	45	identify	identify	VERB
awl-354	78	46	.	.	PUNCT
awl-354	79	1	again	again	ADV
awl-354	79	2	,	,	PUNCT
awl-354	79	3	the	the	DET
awl-354	79	4	need	need	NOUN
awl-354	79	5	for	for	ADP
awl-354	79	6	role	role	NOUN
awl-354	79	7	models	model	NOUN
awl-354	79	8	and	and	CCONJ
awl-354	79	9	mentorship	mentorship	NOUN
awl-354	79	10	was	be	AUX
awl-354	79	11	highlighted	highlight	VERB
awl-354	79	12	in	in	ADP
awl-354	79	13	this	this	DET
awl-354	79	14	study	study	NOUN
awl-354	79	15	.	.	PUNCT
awl-354	80	1	early	early	ADJ
awl-354	80	2	-	-	PUNCT
awl-354	80	3	college	college	NOUN
awl-354	80	4	experiences	experience	NOUN
awl-354	80	5	.	.	PUNCT
awl-354	81	1	appropriately	appropriately	ADV
awl-354	81	2	,	,	PUNCT
awl-354	81	3	several	several	ADJ
awl-354	81	4	efforts	effort	NOUN
awl-354	81	5	have	have	AUX
awl-354	81	6	been	be	AUX
awl-354	81	7	undertaken	undertake	VERB
awl-354	81	8	to	to	PART
awl-354	81	9	move	move	VERB
awl-354	81	10	beyond	beyond	ADP
awl-354	81	11	k12	k12	NOUN
awl-354	81	12	grade	grade	NOUN
awl-354	81	13	level	level	NOUN
awl-354	81	14	and	and	CCONJ
awl-354	81	15	precollege	precollege	ADJ
awl-354	81	16	barriers	barrier	NOUN
awl-354	81	17	to	to	PART
awl-354	81	18	study	study	VERB
awl-354	81	19	the	the	DET
awl-354	81	20	early	early	ADJ
awl-354	81	21	college	college	NOUN
awl-354	81	22	experiences	experience	NOUN
awl-354	81	23	that	that	PRON
awl-354	81	24	act	act	VERB
awl-354	81	25	as	as	ADP
awl-354	81	26	further	further	ADJ
awl-354	81	27	entry	entry	NOUN
awl-354	81	28	barriers	barrier	NOUN
awl-354	81	29	to	to	ADP
awl-354	81	30	women	woman	NOUN
awl-354	81	31	advancing	advance	VERB
awl-354	81	32	in	in	ADP
awl-354	81	33	computer	computer	NOUN
awl-354	81	34	science	science	NOUN
awl-354	81	35	programs	program	NOUN
awl-354	81	36	(	(	PUNCT
awl-354	81	37	cheryan	cheryan	PROPN
awl-354	81	38	&	&	CCONJ
awl-354	81	39	meltzoff	meltzoff	ADJ
awl-354	81	40	,	,	PUNCT
awl-354	81	41	2016	2016	NUM
awl-354	81	42	)	)	PUNCT
awl-354	81	43	.	.	PUNCT
awl-354	82	1	several	several	ADJ
awl-354	82	2	previous	previous	ADJ
awl-354	82	3	studies	study	NOUN
awl-354	82	4	have	have	AUX
awl-354	82	5	found	find	VERB
awl-354	82	6	that	that	SCONJ
awl-354	82	7	programs	program	NOUN
awl-354	82	8	early	early	ADV
awl-354	82	9	in	in	ADP
awl-354	82	10	the	the	DET
awl-354	82	11	collegiate	collegiate	ADJ
awl-354	82	12	journey	journey	NOUN
awl-354	82	13	that	that	PRON
awl-354	82	14	include	include	VERB
awl-354	82	15	programmatic	programmatic	ADJ
awl-354	82	16	elements	element	NOUN
awl-354	82	17	designed	design	VERB
awl-354	82	18	to	to	PART
awl-354	82	19	promote	promote	VERB
awl-354	82	20	gender	gender	NOUN
awl-354	82	21	equity	equity	NOUN
awl-354	82	22	are	be	AUX
awl-354	82	23	effective	effective	ADJ
awl-354	82	24	in	in	ADP
awl-354	82	25	promoting	promote	VERB
awl-354	82	26	long	long	ADJ
awl-354	82	27	-	-	PUNCT
awl-354	82	28	term	term	NOUN
awl-354	82	29	interest	interest	NOUN
awl-354	82	30	in	in	ADP
awl-354	82	31	computer	computer	NOUN
awl-354	82	32	science	science	NOUN
awl-354	82	33	,	,	PUNCT
awl-354	82	34	particularly	particularly	ADV
awl-354	82	35	among	among	ADP
awl-354	82	36	underrepresented	underrepresented	ADJ
awl-354	82	37	groups	group	NOUN
awl-354	82	38	such	such	ADJ
awl-354	82	39	as	as	ADP
awl-354	82	40	women	woman	NOUN
awl-354	82	41	,	,	PUNCT
awl-354	82	42	and	and	CCONJ
awl-354	82	43	especially	especially	ADV
awl-354	82	44	so	so	ADV
awl-354	82	45	when	when	SCONJ
awl-354	82	46	supported	support	VERB
awl-354	82	47	by	by	ADP
awl-354	82	48	ongoing	ongoing	ADJ
awl-354	82	49	mentorship	mentorship	NOUN
awl-354	82	50	with	with	ADP
awl-354	82	51	faculty	faculty	NOUN
awl-354	82	52	members	member	NOUN
awl-354	82	53	(	(	PUNCT
awl-354	82	54	barker	barker	PROPN
awl-354	82	55	,	,	PUNCT
awl-354	82	56	2009	2009	NUM
awl-354	82	57	;	;	PUNCT
awl-354	82	58	jesse	jesse	PROPN
awl-354	82	59	,	,	PUNCT
awl-354	82	60	2006	2006	NUM
awl-354	82	61	)	)	PUNCT
awl-354	82	62	.	.	PUNCT
awl-354	83	1	two	two	NUM
awl-354	83	2	recent	recent	ADJ
awl-354	83	3	notable	notable	ADJ
awl-354	83	4	studies	study	NOUN
awl-354	83	5	in	in	ADP
awl-354	83	6	this	this	DET
awl-354	83	7	category	category	NOUN
awl-354	83	8	focused	focus	VERB
awl-354	83	9	on	on	ADP
awl-354	83	10	building	build	VERB
awl-354	83	11	on	on	ADP
awl-354	83	12	previous	previous	ADJ
awl-354	83	13	research	research	NOUN
awl-354	83	14	that	that	PRON
awl-354	83	15	sought	seek	VERB
awl-354	83	16	to	to	PART
awl-354	83	17	address	address	VERB
awl-354	83	18	issues	issue	NOUN
awl-354	83	19	of	of	ADP
awl-354	83	20	women	woman	NOUN
awl-354	83	21	’s	’s	PART
awl-354	83	22	underrepresentation	underrepresentation	NOUN
awl-354	83	23	in	in	ADP
awl-354	83	24	cs&e	cs&e	PROPN
awl-354	83	25	.	.	PUNCT
awl-354	84	1	one	one	NUM
awl-354	84	2	study	study	NOUN
awl-354	84	3	was	be	AUX
awl-354	84	4	conducted	conduct	VERB
awl-354	84	5	through	through	ADP
awl-354	84	6	an	an	DET
awl-354	84	7	nsf	nsf	NOUN
awl-354	84	8	-	-	PUNCT
awl-354	84	9	funded	fund	VERB
awl-354	84	10	project	project	NOUN
awl-354	84	11	at	at	ADP
awl-354	84	12	the	the	DET
awl-354	84	13	center	center	NOUN
awl-354	84	14	for	for	ADP
awl-354	84	15	embedded	embed	VERB
awl-354	84	16	network	network	NOUN
awl-354	84	17	sensing	sense	VERB
awl-354	84	18	(	(	PUNCT
awl-354	84	19	cens	cen	NOUN
awl-354	84	20	)	)	PUNCT
awl-354	84	21	at	at	ADP
awl-354	84	22	ucla	ucla	NOUN
awl-354	84	23	to	to	PART
awl-354	84	24	explore	explore	VERB
awl-354	84	25	whether	whether	SCONJ
awl-354	84	26	research	research	NOUN
awl-354	84	27	experiences	experience	NOUN
awl-354	84	28	for	for	ADP
awl-354	84	29	undergraduates	undergraduate	NOUN
awl-354	84	30	(	(	PUNCT
awl-354	84	31	reu	reu	NOUN
awl-354	84	32	)	)	PUNCT
awl-354	84	33	promote	promote	VERB
awl-354	84	34	women	woman	NOUN
awl-354	84	35	’s	’s	PART
awl-354	84	36	long	long	ADJ
awl-354	84	37	-	-	PUNCT
awl-354	84	38	term	term	NOUN
awl-354	84	39	interest	interest	NOUN
awl-354	84	40	in	in	ADP
awl-354	84	41	cs&e	cs&e	PROPN
awl-354	84	42	domains	domain	NOUN
awl-354	84	43	.	.	PUNCT
awl-354	85	1	in	in	ADP
awl-354	85	2	their	their	PRON
awl-354	85	3	study	study	NOUN
awl-354	85	4	of	of	ADP
awl-354	85	5	reus	reus	NOUN
awl-354	85	6	,	,	PUNCT
awl-354	85	7	researchers	researcher	NOUN
awl-354	85	8	kim	kim	PROPN
awl-354	85	9	et	et	PROPN
awl-354	85	10	al	al	PROPN
awl-354	85	11	.	.	PROPN
awl-354	85	12	(	(	PUNCT
awl-354	85	13	2011	2011	NUM
awl-354	85	14	)	)	PUNCT
awl-354	85	15	reviewed	review	VERB
awl-354	85	16	specific	specific	ADJ
awl-354	85	17	mentoring	mentoring	NOUN
awl-354	85	18	,	,	PUNCT
awl-354	85	19	programming	programming	NOUN
awl-354	85	20	,	,	PUNCT
awl-354	85	21	and	and	CCONJ
awl-354	85	22	professional	professional	ADJ
awl-354	85	23	development	development	NOUN
awl-354	85	24	mechanisms	mechanism	NOUN
awl-354	85	25	that	that	PRON
awl-354	85	26	benefited	benefit	VERB
awl-354	85	27	female	female	ADJ
awl-354	85	28	students	student	NOUN
awl-354	85	29	.	.	PUNCT
awl-354	86	1	results	result	NOUN
awl-354	86	2	from	from	ADP
awl-354	86	3	the	the	DET
awl-354	86	4	study	study	NOUN
awl-354	86	5	found	find	VERB
awl-354	86	6	several	several	ADJ
awl-354	86	7	gender	gender	NOUN
awl-354	86	8	equity	equity	NOUN
awl-354	86	9	building	building	NOUN
awl-354	86	10	strategies	strategy	NOUN
awl-354	86	11	,	,	PUNCT
awl-354	86	12	including	include	VERB
awl-354	86	13	having	have	VERB
awl-354	86	14	a	a	DET
awl-354	86	15	critical	critical	ADJ
awl-354	86	16	mass	mass	NOUN
awl-354	86	17	of	of	ADP
awl-354	86	18	women	woman	NOUN
awl-354	86	19	in	in	ADP
awl-354	86	20	the	the	DET
awl-354	86	21	program	program	NOUN
awl-354	86	22	,	,	PUNCT
awl-354	86	23	providing	provide	VERB
awl-354	86	24	role	role	NOUN
awl-354	86	25	models	model	NOUN
awl-354	86	26	and	and	CCONJ
awl-354	86	27	mentors	mentor	NOUN
awl-354	86	28	to	to	PART
awl-354	86	29	support	support	VERB
awl-354	86	30	participation	participation	NOUN
awl-354	86	31	,	,	PUNCT
awl-354	86	32	and	and	CCONJ
awl-354	86	33	indirectly	indirectly	ADV
awl-354	86	34	(	(	PUNCT
awl-354	86	35	as	as	SCONJ
awl-354	86	36	opposed	oppose	VERB
awl-354	86	37	to	to	PART
awl-354	86	38	directly	directly	ADV
awl-354	86	39	)	)	PUNCT
awl-354	86	40	introducing	introduce	VERB
awl-354	86	41	sensitive	sensitive	ADJ
awl-354	86	42	gender	gender	NOUN
awl-354	86	43	equity	equity	NOUN
awl-354	86	44	topics	topic	NOUN
awl-354	86	45	like	like	ADP
awl-354	86	46	work	work	NOUN
awl-354	86	47	/	/	SYM
awl-354	86	48	family	family	NOUN
awl-354	86	49	balance	balance	NOUN
awl-354	86	50	.	.	PUNCT
awl-354	87	1	findings	finding	NOUN
awl-354	87	2	from	from	ADP
awl-354	87	3	kim	kim	PROPN
awl-354	87	4	et	et	PROPN
awl-354	87	5	al	al	PROPN
awl-354	87	6	.	.	PROPN
awl-354	88	1	(	(	PUNCT
awl-354	88	2	2011	2011	NUM
awl-354	88	3	)	)	PUNCT
awl-354	88	4	also	also	ADV
awl-354	88	5	support	support	VERB
awl-354	88	6	retention	retention	NOUN
awl-354	88	7	in	in	ADP
awl-354	88	8	cs&e	cs&e	PROPN
awl-354	88	9	programs	program	NOUN
awl-354	88	10	through	through	ADP
awl-354	88	11	faculty	faculty	NOUN
awl-354	88	12	mentorship	mentorship	NOUN
awl-354	88	13	,	,	PUNCT
awl-354	88	14	fostering	foster	VERB
awl-354	88	15	community	community	NOUN
awl-354	88	16	building	build	VERB
awl-354	88	17	through	through	ADP
awl-354	88	18	structured	structured	ADJ
awl-354	88	19	groups	group	NOUN
awl-354	88	20	,	,	PUNCT
awl-354	88	21	and	and	CCONJ
awl-354	88	22	sharing	sharing	NOUN
awl-354	88	23	of	of	ADP
awl-354	88	24	individual	individual	ADJ
awl-354	88	25	progress	progress	NOUN
awl-354	88	26	.	.	PUNCT
awl-354	89	1	overall	overall	ADV
awl-354	89	2	,	,	PUNCT
awl-354	89	3	the	the	DET
awl-354	89	4	need	need	NOUN
awl-354	89	5	for	for	ADP
awl-354	89	6	a	a	DET
awl-354	89	7	strong	strong	ADJ
awl-354	89	8	faculty	faculty	NOUN
awl-354	89	9	mentorship	mentorship	NOUN
awl-354	89	10	component	component	NOUN
awl-354	89	11	was	be	AUX
awl-354	89	12	deemed	deem	VERB
awl-354	89	13	particularly	particularly	ADV
awl-354	89	14	influential	influential	ADJ
awl-354	89	15	in	in	ADP
awl-354	89	16	women	woman	NOUN
awl-354	89	17	’s	’s	PART
awl-354	89	18	decisions	decision	NOUN
awl-354	89	19	to	to	PART
awl-354	89	20	move	move	VERB
awl-354	89	21	beyond	beyond	ADP
awl-354	89	22	undergraduate	undergraduate	NOUN
awl-354	89	23	programs	program	NOUN
awl-354	89	24	and	and	CCONJ
awl-354	89	25	pursue	pursue	VERB
awl-354	89	26	advanced	advanced	ADJ
awl-354	89	27	degrees	degree	NOUN
awl-354	89	28	.	.	PUNCT
awl-354	90	1	on	on	ADP
awl-354	90	2	this	this	DET
awl-354	90	3	matter	matter	NOUN
awl-354	90	4	of	of	ADP
awl-354	90	5	entry	entry	NOUN
awl-354	90	6	,	,	PUNCT
awl-354	90	7	other	other	ADJ
awl-354	90	8	programs	program	NOUN
awl-354	90	9	that	that	PRON
awl-354	90	10	merit	merit	NOUN
awl-354	90	11	attention	attention	NOUN
awl-354	90	12	are	be	AUX
awl-354	90	13	those	those	PRON
awl-354	90	14	referred	refer	VERB
awl-354	90	15	to	to	ADP
awl-354	90	16	as	as	ADP
awl-354	90	17	living	live	VERB
awl-354	90	18	-	-	PUNCT
awl-354	90	19	learning	learn	VERB
awl-354	90	20	programs	program	NOUN
awl-354	90	21	(	(	PUNCT
awl-354	90	22	l	l	NOUN
awl-354	90	23	/	/	SYM
awl-354	90	24	l	l	NOUN
awl-354	90	25	)	)	PUNCT
awl-354	90	26	.	.	PUNCT
awl-354	91	1	looking	look	VERB
awl-354	91	2	into	into	ADP
awl-354	91	3	living	living	NOUN
awl-354	91	4	-	-	PUNCT
awl-354	91	5	learning	learn	VERB
awl-354	91	6	programs	program	NOUN
awl-354	91	7	,	,	PUNCT
awl-354	91	8	szelenyi	szelenyi	PROPN
awl-354	91	9	et	et	PROPN
awl-354	91	10	al	al	PROPN
awl-354	91	11	.	.	PROPN
awl-354	92	1	(	(	PUNCT
awl-354	92	2	2013	2013	NUM
awl-354	92	3	)	)	PUNCT
awl-354	92	4	found	find	VERB
awl-354	92	5	that	that	SCONJ
awl-354	92	6	variables	variable	NOUN
awl-354	92	7	of	of	ADP
awl-354	92	8	socioeconomic	socioeconomic	ADJ
awl-354	92	9	status	status	NOUN
awl-354	92	10	,	,	PUNCT
awl-354	92	11	high	high	ADJ
awl-354	92	12	school	school	NOUN
awl-354	92	13	grades	grade	NOUN
awl-354	92	14	,	,	PUNCT
awl-354	92	15	and	and	CCONJ
awl-354	92	16	precollege	precollege	VERB
awl-354	92	17	self	self	NOUN
awl-354	92	18	-	-	PUNCT
awl-354	92	19	efficacy	efficacy	NOUN
awl-354	92	20	were	be	AUX
awl-354	92	21	statistically	statistically	ADV
awl-354	92	22	significant	significant	ADJ
awl-354	92	23	predictors	predictor	NOUN
awl-354	92	24	of	of	ADP
awl-354	92	25	involvement	involvement	NOUN
awl-354	92	26	in	in	ADP
awl-354	92	27	stem	stem	NOUN
awl-354	92	28	-	-	PUNCT
awl-354	92	29	related	relate	VERB
awl-354	92	30	studies	study	NOUN
awl-354	92	31	.	.	PUNCT
awl-354	93	1	this	this	PRON
awl-354	93	2	further	far	ADV
awl-354	93	3	reinforces	reinforce	VERB
awl-354	93	4	earlier	early	ADV
awl-354	93	5	findings	finding	NOUN
awl-354	93	6	that	that	PRON
awl-354	93	7	suggest	suggest	VERB
awl-354	93	8	stem	stem	NOUN
awl-354	93	9	identity	identity	NOUN
awl-354	93	10	and	and	CCONJ
awl-354	93	11	self	self	NOUN
awl-354	93	12	-	-	PUNCT
awl-354	93	13	efficacy	efficacy	NOUN
awl-354	93	14	begin	begin	VERB
awl-354	93	15	in	in	ADP
awl-354	93	16	adolescence	adolescence	NOUN
awl-354	93	17	,	,	PUNCT
awl-354	93	18	and	and	CCONJ
awl-354	93	19	the	the	DET
awl-354	93	20	middle	middle	ADJ
awl-354	93	21	school	school	NOUN
awl-354	93	22	years	year	NOUN
awl-354	93	23	are	be	AUX
awl-354	93	24	perhaps	perhaps	ADV
awl-354	93	25	those	those	DET
awl-354	93	26	most	most	ADV
awl-354	93	27	sensitive	sensitive	ADJ
awl-354	93	28	to	to	PART
awl-354	93	29	stem	stem	VERB
awl-354	93	30	formation	formation	NOUN
awl-354	93	31	(	(	PUNCT
awl-354	93	32	aauw	aauw	ADJ
awl-354	93	33	,	,	PUNCT
awl-354	93	34	2010	2010	NUM
awl-354	93	35	;	;	PUNCT
awl-354	93	36	hughes	hughes	PROPN
awl-354	93	37	et	et	PROPN
awl-354	93	38	al	al	PROPN
awl-354	93	39	.	.	PROPN
awl-354	93	40	,	,	PUNCT
awl-354	93	41	2013	2013	NUM
awl-354	93	42	;	;	PUNCT
awl-354	93	43	spielhagen	spielhagen	NOUN
awl-354	93	44	2008	2008	NUM
awl-354	93	45	)	)	PUNCT
awl-354	93	46	.	.	PUNCT
awl-354	94	1	it	it	PRON
awl-354	94	2	is	be	AUX
awl-354	94	3	also	also	ADV
awl-354	94	4	worth	worth	ADJ
awl-354	94	5	noting	note	VERB
awl-354	94	6	that	that	SCONJ
awl-354	94	7	similar	similar	ADJ
awl-354	94	8	to	to	ADP
awl-354	94	9	studies	study	NOUN
awl-354	94	10	already	already	ADV
awl-354	94	11	reviewed	review	VERB
awl-354	94	12	,	,	PUNCT
awl-354	94	13	szeleynyi	szeleynyi	PROPN
awl-354	94	14	et	et	PROPN
awl-354	94	15	al	al	PROPN
awl-354	94	16	.	.	PROPN
awl-354	95	1	(	(	PUNCT
awl-354	95	2	2013	2013	NUM
awl-354	95	3	)	)	PUNCT
awl-354	95	4	found	find	VERB
awl-354	95	5	that	that	SCONJ
awl-354	95	6	women	woman	NOUN
awl-354	95	7	who	who	PRON
awl-354	95	8	engaged	engage	VERB
awl-354	95	9	with	with	ADP
awl-354	95	10	female	female	ADJ
awl-354	95	11	peer	peer	NOUN
awl-354	95	12	and	and	CCONJ
awl-354	95	13	faculty	faculty	NOUN
awl-354	95	14	mentors	mentor	NOUN
awl-354	95	15	enjoyed	enjoy	VERB
awl-354	95	16	a	a	DET
awl-354	95	17	“	"	PUNCT
awl-354	95	18	safe	safe	ADJ
awl-354	95	19	space	space	NOUN
awl-354	95	20	”	"	PUNCT
awl-354	95	21	(	(	PUNCT
awl-354	95	22	p.	p.	NOUN
awl-354	95	23	866	866	NUM
awl-354	95	24	)	)	PUNCT
awl-354	95	25	that	that	PRON
awl-354	95	26	facilitated	facilitate	VERB
awl-354	95	27	persistence	persistence	NOUN
awl-354	95	28	in	in	ADP
awl-354	95	29	science	science	NOUN
awl-354	95	30	and	and	CCONJ
awl-354	95	31	engineering	engineering	NOUN
awl-354	95	32	graduate	graduate	NOUN
awl-354	95	33	education	education	NOUN
awl-354	95	34	as	as	ADV
awl-354	95	35	well	well	ADV
awl-354	95	36	as	as	ADP
awl-354	95	37	confidence	confidence	NOUN
awl-354	95	38	in	in	ADP
awl-354	95	39	career	career	NOUN
awl-354	95	40	success	success	NOUN
awl-354	95	41	across	across	ADP
awl-354	95	42	broad	broad	ADJ
awl-354	95	43	science	science	NOUN
awl-354	95	44	domains	domain	NOUN
awl-354	95	45	.	.	PUNCT
awl-354	96	1	for	for	ADP
awl-354	96	2	their	their	PRON
awl-354	96	3	part	part	NOUN
awl-354	96	4	,	,	PUNCT
awl-354	96	5	cerf	cerf	NOUN
awl-354	96	6	and	and	CCONJ
awl-354	96	7	johnson	johnson	PROPN
awl-354	96	8	(	(	PUNCT
awl-354	96	9	2016	2016	NUM
awl-354	96	10	)	)	PUNCT
awl-354	96	11	found	find	VERB
awl-354	96	12	that	that	SCONJ
awl-354	96	13	teachers	teacher	NOUN
awl-354	96	14	who	who	PRON
awl-354	96	15	spend	spend	VERB
awl-354	96	16	time	time	NOUN
awl-354	96	17	listening	listen	VERB
awl-354	96	18	to	to	ADP
awl-354	96	19	students	student	NOUN
awl-354	96	20	and	and	CCONJ
awl-354	96	21	inspiring	inspire	VERB
awl-354	96	22	them	they	PRON
awl-354	96	23	to	to	PART
awl-354	96	24	stay	stay	VERB
awl-354	96	25	the	the	DET
awl-354	96	26	course	course	NOUN
awl-354	96	27	are	be	AUX
awl-354	96	28	likely	likely	ADJ
awl-354	96	29	to	to	PART
awl-354	96	30	contribute	contribute	VERB
awl-354	96	31	positively	positively	ADV
awl-354	96	32	to	to	ADP
awl-354	96	33	student	student	NOUN
awl-354	96	34	retention	retention	NOUN
awl-354	96	35	,	,	PUNCT
awl-354	96	36	especially	especially	ADV
awl-354	96	37	with	with	ADP
awl-354	96	38	minority	minority	NOUN
awl-354	96	39	and	and	CCONJ
awl-354	96	40	female	female	ADJ
awl-354	96	41	students	student	NOUN
awl-354	96	42	in	in	ADP
awl-354	96	43	cs&e	cs&e	PROPN
awl-354	96	44	undergraduate	undergraduate	NOUN
awl-354	96	45	programs	program	NOUN
awl-354	96	46	and	and	CCONJ
awl-354	96	47	influence	influence	VERB
awl-354	96	48	their	their	PRON
awl-354	96	49	academic	academic	ADJ
awl-354	96	50	and	and	CCONJ
awl-354	96	51	professional	professional	ADJ
awl-354	96	52	success	success	NOUN
awl-354	96	53	.	.	PUNCT
awl-354	97	1	these	these	DET
awl-354	97	2	researchers	researcher	NOUN
awl-354	97	3	,	,	PUNCT
awl-354	97	4	along	along	ADP
awl-354	97	5	with	with	ADP
awl-354	97	6	fatourou	fatourou	PROPN
awl-354	97	7	et	et	PROPN
awl-354	97	8	al	al	PROPN
awl-354	97	9	.	.	PROPN
awl-354	97	10	(	(	PUNCT
awl-354	97	11	2019	2019	NUM
awl-354	97	12	)	)	PUNCT
awl-354	97	13	,	,	PUNCT
awl-354	97	14	voiced	voice	VERB
awl-354	97	15	what	what	PRON
awl-354	97	16	we	we	PRON
awl-354	97	17	too	too	ADV
awl-354	97	18	assert	assert	VERB
awl-354	97	19	,	,	PUNCT
awl-354	97	20	that	that	SCONJ
awl-354	97	21	schools	school	NOUN
awl-354	97	22	have	have	VERB
awl-354	97	23	a	a	DET
awl-354	97	24	responsibility	responsibility	NOUN
awl-354	97	25	to	to	PART
awl-354	97	26	help	help	VERB
awl-354	97	27	fulfill	fulfill	VERB
awl-354	97	28	industry	industry	NOUN
awl-354	97	29	needs	need	NOUN
awl-354	97	30	for	for	ADP
awl-354	97	31	talent	talent	NOUN
awl-354	97	32	despite	despite	SCONJ
awl-354	97	33	the	the	DET
awl-354	97	34	challenges	challenge	NOUN
awl-354	97	35	they	they	PRON
awl-354	97	36	may	may	AUX
awl-354	97	37	face	face	VERB
awl-354	97	38	in	in	ADP
awl-354	97	39	doing	do	VERB
awl-354	97	40	so	so	ADV
awl-354	97	41	.	.	PUNCT
awl-354	98	1	in	in	ADP
awl-354	98	2	their	their	PRON
awl-354	98	3	research	research	NOUN
awl-354	98	4	,	,	PUNCT
awl-354	98	5	they	they	PRON
awl-354	98	6	found	find	VERB
awl-354	98	7	that	that	SCONJ
awl-354	98	8	while	while	SCONJ
awl-354	98	9	enrollment	enrollment	NOUN
awl-354	98	10	numbers	number	NOUN
awl-354	98	11	in	in	ADP
awl-354	98	12	cs&e	cs&e	PROPN
awl-354	98	13	programs	program	NOUN
awl-354	98	14	have	have	AUX
awl-354	98	15	consistently	consistently	ADV
awl-354	98	16	risen	rise	VERB
awl-354	98	17	,	,	PUNCT
awl-354	98	18	the	the	DET
awl-354	98	19	issue	issue	NOUN
awl-354	98	20	of	of	ADP
awl-354	98	21	lack	lack	NOUN
awl-354	98	22	of	of	ADP
awl-354	98	23	diversity	diversity	NOUN
awl-354	98	24	represents	represent	VERB
awl-354	98	25	a	a	DET
awl-354	98	26	problem	problem	NOUN
awl-354	98	27	in	in	ADP
awl-354	98	28	terms	term	NOUN
awl-354	98	29	of	of	ADP
awl-354	98	30	social	social	ADJ
awl-354	98	31	justice	justice	NOUN
awl-354	98	32	,	,	PUNCT
awl-354	98	33	size	size	NOUN
awl-354	98	34	of	of	ADP
awl-354	98	35	the	the	DET
awl-354	98	36	talent	talent	NOUN
awl-354	98	37	pool	pool	NOUN
awl-354	98	38	,	,	PUNCT
awl-354	98	39	and	and	CCONJ
awl-354	98	40	available	available	ADJ
awl-354	98	41	perspectives	perspective	NOUN
awl-354	98	42	to	to	PART
awl-354	98	43	inform	inform	VERB
awl-354	98	44	in	in	ADP
awl-354	98	45	product	product	NOUN
awl-354	98	46	design	design	NOUN
awl-354	98	47	processes	process	NOUN
awl-354	98	48	.	.	PUNCT
awl-354	99	1	advancing	advance	VERB
awl-354	99	2	women	woman	NOUN
awl-354	99	3	in	in	ADP
awl-354	99	4	leadership	leadership	NOUN
awl-354	99	5	journal	journal	NOUN
awl-354	99	6	-	-	PUNCT
awl-354	99	7	volume	volume	NOUN
awl-354	99	8	40	40	NUM
awl-354	99	9	42	42	NUM
awl-354	99	10	the	the	DET
awl-354	99	11	continuity	continuity	NOUN
awl-354	99	12	problem	problem	NOUN
awl-354	99	13	the	the	DET
awl-354	99	14	second	second	ADJ
awl-354	99	15	set	set	NOUN
awl-354	99	16	of	of	ADP
awl-354	99	17	systemic	systemic	ADJ
awl-354	99	18	barriers	barrier	NOUN
awl-354	99	19	to	to	ADP
awl-354	99	20	women	woman	NOUN
awl-354	99	21	’s	’s	PART
awl-354	99	22	underrepresentation	underrepresentation	NOUN
awl-354	99	23	in	in	ADP
awl-354	99	24	cs&e	cs&e	PROPN
awl-354	99	25	are	be	AUX
awl-354	99	26	those	those	PRON
awl-354	99	27	we	we	PRON
awl-354	99	28	classify	classify	VERB
awl-354	99	29	as	as	ADP
awl-354	99	30	continuity	continuity	NOUN
awl-354	99	31	problems	problem	NOUN
awl-354	99	32	:	:	PUNCT
awl-354	99	33	situations	situation	NOUN
awl-354	99	34	wherein	wherein	SCONJ
awl-354	99	35	women	woman	NOUN
awl-354	99	36	enter	enter	VERB
awl-354	99	37	cs&e	cs&e	ADJ
awl-354	99	38	academic	academic	ADJ
awl-354	99	39	programs	program	NOUN
awl-354	99	40	or	or	CCONJ
awl-354	99	41	professional	professional	ADJ
awl-354	99	42	careers	career	NOUN
awl-354	99	43	,	,	PUNCT
awl-354	99	44	but	but	CCONJ
awl-354	99	45	either	either	CCONJ
awl-354	99	46	leave	leave	VERB
awl-354	99	47	or	or	CCONJ
awl-354	99	48	are	be	AUX
awl-354	99	49	marginalized	marginalize	VERB
awl-354	99	50	to	to	ADP
awl-354	99	51	the	the	DET
awl-354	99	52	point	point	NOUN
awl-354	99	53	of	of	ADP
awl-354	99	54	essential	essential	ADJ
awl-354	99	55	exclusion	exclusion	NOUN
awl-354	99	56	and	and	CCONJ
awl-354	99	57	thus	thus	ADV
awl-354	99	58	do	do	AUX
awl-354	99	59	not	not	PART
awl-354	99	60	achieve	achieve	VERB
awl-354	99	61	a	a	DET
awl-354	99	62	significant	significant	ADJ
awl-354	99	63	share	share	NOUN
awl-354	99	64	of	of	ADP
awl-354	99	65	leadership	leadership	NOUN
awl-354	99	66	positions	position	NOUN
awl-354	99	67	.	.	PUNCT
awl-354	100	1	though	though	SCONJ
awl-354	100	2	several	several	ADJ
awl-354	100	3	suppositions	supposition	NOUN
awl-354	100	4	have	have	AUX
awl-354	100	5	been	be	AUX
awl-354	100	6	offered	offer	VERB
awl-354	100	7	as	as	ADP
awl-354	100	8	reasons	reason	NOUN
awl-354	100	9	for	for	ADP
awl-354	100	10	women	woman	NOUN
awl-354	100	11	’s	’s	PART
awl-354	100	12	underrepresentation	underrepresentation	NOUN
awl-354	100	13	in	in	ADP
awl-354	100	14	cs&e	cs&e	PROPN
awl-354	100	15	and	and	CCONJ
awl-354	100	16	how	how	SCONJ
awl-354	100	17	this	this	DET
awl-354	100	18	impacts	impact	VERB
awl-354	100	19	their	their	PRON
awl-354	100	20	leadership	leadership	NOUN
awl-354	100	21	roles	role	NOUN
awl-354	100	22	throughout	throughout	ADP
awl-354	100	23	academia	academia	NOUN
awl-354	100	24	and	and	CCONJ
awl-354	100	25	industry	industry	NOUN
awl-354	100	26	,	,	PUNCT
awl-354	100	27	mckinney	mckinney	PROPN
awl-354	100	28	et	et	PROPN
awl-354	100	29	al	al	PROPN
awl-354	100	30	.	.	PROPN
awl-354	101	1	(	(	PUNCT
awl-354	101	2	2008	2008	NUM
awl-354	101	3	)	)	PUNCT
awl-354	101	4	launched	launch	VERB
awl-354	101	5	a	a	DET
awl-354	101	6	large	large	ADJ
awl-354	101	7	-	-	PUNCT
awl-354	101	8	scale	scale	NOUN
awl-354	101	9	study	study	NOUN
awl-354	101	10	to	to	PART
awl-354	101	11	distinguish	distinguish	VERB
awl-354	101	12	fact	fact	NOUN
awl-354	101	13	from	from	ADP
awl-354	101	14	supposition	supposition	NOUN
awl-354	101	15	by	by	ADP
awl-354	101	16	examining	examine	VERB
awl-354	101	17	attitudes	attitude	NOUN
awl-354	101	18	and	and	CCONJ
awl-354	101	19	experiences	experience	NOUN
awl-354	101	20	of	of	ADP
awl-354	101	21	815	815	NUM
awl-354	101	22	male	male	ADJ
awl-354	101	23	and	and	CCONJ
awl-354	101	24	female	female	ADJ
awl-354	101	25	it	it	PRON
awl-354	101	26	professionals	professional	NOUN
awl-354	101	27	in	in	ADP
awl-354	101	28	the	the	DET
awl-354	101	29	us	us	PROPN
awl-354	101	30	.	.	PUNCT
awl-354	102	1	their	their	PRON
awl-354	102	2	work	work	NOUN
awl-354	102	3	suggests	suggest	VERB
awl-354	102	4	potential	potential	ADJ
awl-354	102	5	causes	cause	NOUN
awl-354	102	6	of	of	ADP
awl-354	102	7	underrepresentation	underrepresentation	NOUN
awl-354	102	8	and	and	CCONJ
awl-354	102	9	support	support	VERB
awl-354	102	10	the	the	DET
awl-354	102	11	assumption	assumption	NOUN
awl-354	102	12	that	that	SCONJ
awl-354	102	13	fewer	few	ADJ
awl-354	102	14	women	woman	NOUN
awl-354	102	15	entering	enter	VERB
awl-354	102	16	cs&e	cs&e	ADJ
awl-354	102	17	professions	profession	NOUN
awl-354	102	18	exacerbate	exacerbate	VERB
awl-354	102	19	the	the	DET
awl-354	102	20	underrepresentation	underrepresentation	NOUN
awl-354	102	21	problem	problem	NOUN
awl-354	102	22	.	.	PUNCT
awl-354	103	1	first	first	ADV
awl-354	103	2	,	,	PUNCT
awl-354	103	3	results	result	NOUN
awl-354	103	4	suggested	suggest	VERB
awl-354	103	5	that	that	SCONJ
awl-354	103	6	men	man	NOUN
awl-354	103	7	and	and	CCONJ
awl-354	103	8	women	woman	NOUN
awl-354	103	9	share	share	VERB
awl-354	103	10	some	some	PRON
awl-354	103	11	but	but	CCONJ
awl-354	103	12	not	not	PART
awl-354	103	13	all	all	PRON
awl-354	103	14	motivations	motivation	NOUN
awl-354	103	15	for	for	ADP
awl-354	103	16	entering	enter	VERB
awl-354	103	17	cs&e	cs&e	ADJ
awl-354	103	18	professions	profession	NOUN
awl-354	103	19	.	.	PUNCT
awl-354	104	1	for	for	ADP
awl-354	104	2	example	example	NOUN
awl-354	104	3	,	,	PUNCT
awl-354	104	4	men	man	NOUN
awl-354	104	5	were	be	AUX
awl-354	104	6	far	far	ADV
awl-354	104	7	more	more	ADV
awl-354	104	8	likely	likely	ADJ
awl-354	104	9	to	to	PART
awl-354	104	10	cite	cite	VERB
awl-354	104	11	love	love	NOUN
awl-354	104	12	of	of	ADP
awl-354	104	13	technology	technology	NOUN
awl-354	104	14	as	as	ADP
awl-354	104	15	a	a	DET
awl-354	104	16	key	key	ADJ
awl-354	104	17	motivator	motivator	NOUN
awl-354	104	18	,	,	PUNCT
awl-354	104	19	while	while	SCONJ
awl-354	104	20	women	woman	NOUN
awl-354	104	21	more	more	ADV
awl-354	104	22	often	often	ADV
awl-354	104	23	indicated	indicate	VERB
awl-354	104	24	job	job	NOUN
awl-354	104	25	security	security	NOUN
awl-354	104	26	and	and	CCONJ
awl-354	104	27	flexible	flexible	ADJ
awl-354	104	28	work	work	NOUN
awl-354	104	29	hours	hour	NOUN
awl-354	104	30	,	,	PUNCT
awl-354	104	31	thus	thus	ADV
awl-354	104	32	suggesting	suggest	VERB
awl-354	104	33	that	that	SCONJ
awl-354	104	34	factors	factor	NOUN
awl-354	104	35	in	in	ADP
awl-354	104	36	the	the	DET
awl-354	104	37	work	work	NOUN
awl-354	104	38	itself	itself	PRON
awl-354	104	39	were	be	AUX
awl-354	104	40	more	more	ADV
awl-354	104	41	important	important	ADJ
awl-354	104	42	than	than	ADP
awl-354	104	43	actual	actual	ADJ
awl-354	104	44	career	career	NOUN
awl-354	104	45	decision	decision	NOUN
awl-354	104	46	(	(	PUNCT
awl-354	104	47	mckinney	mckinney	PROPN
awl-354	104	48	et	et	PROPN
awl-354	104	49	al	al	PROPN
awl-354	104	50	.	.	PROPN
awl-354	104	51	,	,	PUNCT
awl-354	104	52	2008	2008	NUM
awl-354	104	53	)	)	PUNCT
awl-354	104	54	.	.	PUNCT
awl-354	105	1	regarding	regard	VERB
awl-354	105	2	socialization	socialization	NOUN
awl-354	105	3	and	and	CCONJ
awl-354	105	4	the	the	DET
awl-354	105	5	effect	effect	NOUN
awl-354	105	6	of	of	ADP
awl-354	105	7	appropriate	appropriate	ADJ
awl-354	105	8	role	role	NOUN
awl-354	105	9	models	model	NOUN
awl-354	105	10	,	,	PUNCT
awl-354	105	11	two	two	NUM
awl-354	105	12	areas	area	NOUN
awl-354	105	13	that	that	PRON
awl-354	105	14	have	have	AUX
awl-354	105	15	historically	historically	ADV
awl-354	105	16	been	be	AUX
awl-354	105	17	causal	causal	ADJ
awl-354	105	18	to	to	PART
awl-354	105	19	lower	lower	VERB
awl-354	105	20	levels	level	NOUN
awl-354	105	21	of	of	ADP
awl-354	105	22	learning	learn	VERB
awl-354	105	23	providing	provide	VERB
awl-354	105	24	a	a	DET
awl-354	105	25	plausible	plausible	ADJ
awl-354	105	26	explanation	explanation	NOUN
awl-354	105	27	for	for	ADP
awl-354	105	28	women	woman	NOUN
awl-354	105	29	’s	’s	PART
awl-354	105	30	underrepresentation	underrepresentation	NOUN
awl-354	105	31	.	.	PUNCT
awl-354	106	1	results	result	NOUN
awl-354	106	2	suggested	suggest	VERB
awl-354	106	3	that	that	SCONJ
awl-354	106	4	while	while	SCONJ
awl-354	106	5	there	there	PRON
awl-354	106	6	was	be	VERB
awl-354	106	7	no	no	DET
awl-354	106	8	significant	significant	ADJ
awl-354	106	9	difference	difference	NOUN
awl-354	106	10	in	in	ADP
awl-354	106	11	the	the	DET
awl-354	106	12	influence	influence	NOUN
awl-354	106	13	of	of	ADP
awl-354	106	14	professional	professional	ADJ
awl-354	106	15	role	role	NOUN
awl-354	106	16	models	model	NOUN
awl-354	106	17	—	—	PUNCT
awl-354	106	18	a	a	DET
awl-354	106	19	finding	finding	NOUN
awl-354	106	20	that	that	PRON
awl-354	106	21	is	be	AUX
awl-354	106	22	contrary	contrary	ADJ
awl-354	106	23	to	to	PART
awl-354	106	24	assumed	assume	VERB
awl-354	106	25	and	and	CCONJ
awl-354	106	26	documented	document	VERB
awl-354	106	27	disadvantages	disadvantage	NOUN
awl-354	106	28	for	for	ADP
awl-354	106	29	women	woman	NOUN
awl-354	106	30	,	,	PUNCT
awl-354	106	31	especially	especially	ADV
awl-354	106	32	at	at	ADP
awl-354	106	33	the	the	DET
awl-354	106	34	undergraduate	undergraduate	NOUN
awl-354	106	35	or	or	CCONJ
awl-354	106	36	entry	entry	NOUN
awl-354	106	37	-	-	PUNCT
awl-354	106	38	level	level	NOUN
awl-354	106	39	(	(	PUNCT
awl-354	106	40	ahuja	ahuja	PROPN
awl-354	106	41	,	,	PUNCT
awl-354	106	42	2002	2002	NUM
awl-354	106	43	;	;	PUNCT
awl-354	106	44	kim	kim	PROPN
awl-354	106	45	et	et	PROPN
awl-354	106	46	al	al	PROPN
awl-354	106	47	.	.	PROPN
awl-354	106	48	,	,	PUNCT
awl-354	106	49	2011	2011	NUM
awl-354	106	50	)	)	PUNCT
awl-354	106	51	—	—	PUNCT
awl-354	106	52	women	woman	NOUN
awl-354	106	53	did	do	AUX
awl-354	106	54	have	have	VERB
awl-354	106	55	a	a	DET
awl-354	106	56	vastly	vastly	ADV
awl-354	106	57	different	different	ADJ
awl-354	106	58	socialization	socialization	NOUN
awl-354	106	59	experience	experience	NOUN
awl-354	106	60	where	where	SCONJ
awl-354	106	61	learning	learning	NOUN
awl-354	106	62	was	be	AUX
awl-354	106	63	focused	focus	VERB
awl-354	106	64	primarily	primarily	ADV
awl-354	106	65	on	on	ADP
awl-354	106	66	the	the	DET
awl-354	106	67	social	social	ADJ
awl-354	106	68	aspects	aspect	NOUN
awl-354	106	69	of	of	ADP
awl-354	106	70	cs&e	cs&e	PROPN
awl-354	106	71	whereas	whereas	SCONJ
awl-354	106	72	men	man	NOUN
awl-354	106	73	reported	report	VERB
awl-354	106	74	stronger	strong	ADJ
awl-354	106	75	socialization	socialization	NOUN
awl-354	106	76	in	in	ADP
awl-354	106	77	regard	regard	NOUN
awl-354	106	78	to	to	ADP
awl-354	106	79	the	the	DET
awl-354	106	80	technical	technical	ADJ
awl-354	106	81	aspects	aspect	NOUN
awl-354	106	82	.	.	PUNCT
awl-354	107	1	these	these	PRON
awl-354	107	2	resulted	result	VERB
awl-354	107	3	in	in	ADP
awl-354	107	4	statistical	statistical	ADJ
awl-354	107	5	significance	significance	NOUN
awl-354	107	6	(	(	PUNCT
awl-354	107	7	p<.001	p<.001	NOUN
awl-354	107	8	)	)	PUNCT
awl-354	107	9	in	in	ADP
awl-354	107	10	both	both	DET
awl-354	107	11	comfort	comfort	NOUN
awl-354	107	12	with	with	ADP
awl-354	107	13	technical	technical	ADJ
awl-354	107	14	language	language	NOUN
awl-354	107	15	and	and	CCONJ
awl-354	107	16	technical	technical	ADJ
awl-354	107	17	skills	skill	NOUN
awl-354	107	18	(	(	PUNCT
awl-354	107	19	mckinney	mckinney	PROPN
awl-354	107	20	et	et	PROPN
awl-354	107	21	al	al	PROPN
awl-354	107	22	.	.	PROPN
awl-354	107	23	,	,	PUNCT
awl-354	107	24	2008	2008	NUM
awl-354	107	25	)	)	PUNCT
awl-354	107	26	.	.	PUNCT
awl-354	108	1	of	of	ADP
awl-354	108	2	note	note	NOUN
awl-354	108	3	in	in	ADP
awl-354	108	4	mckinney	mckinney	PROPN
awl-354	108	5	et	et	PROPN
awl-354	108	6	al	al	PROPN
awl-354	108	7	.	.	PROPN
awl-354	108	8	’s	’s	PART
awl-354	108	9	(	(	PUNCT
awl-354	108	10	2008	2008	NUM
awl-354	108	11	)	)	PUNCT
awl-354	108	12	study	study	NOUN
awl-354	108	13	were	be	AUX
awl-354	108	14	the	the	DET
awl-354	108	15	reported	report	VERB
awl-354	108	16	gender	gender	NOUN
awl-354	108	17	differences	difference	NOUN
awl-354	108	18	across	across	ADP
awl-354	108	19	work	work	NOUN
awl-354	108	20	-	-	PUNCT
awl-354	108	21	related	relate	VERB
awl-354	108	22	experiences	experience	NOUN
awl-354	108	23	,	,	PUNCT
awl-354	108	24	specifically	specifically	ADV
awl-354	108	25	in	in	ADP
awl-354	108	26	regard	regard	NOUN
awl-354	108	27	to	to	ADP
awl-354	108	28	perceptions	perception	NOUN
awl-354	108	29	of	of	ADP
awl-354	108	30	supervisor	supervisor	NOUN
awl-354	108	31	support	support	NOUN
awl-354	108	32	for	for	ADP
awl-354	108	33	career	career	NOUN
awl-354	108	34	success	success	NOUN
awl-354	108	35	.	.	PUNCT
awl-354	109	1	they	they	PRON
awl-354	109	2	concluded	conclude	VERB
awl-354	109	3	that	that	SCONJ
awl-354	109	4	there	there	PRON
awl-354	109	5	are	be	VERB
awl-354	109	6	gender	gender	NOUN
awl-354	109	7	differences	difference	NOUN
awl-354	109	8	in	in	ADP
awl-354	109	9	the	the	DET
awl-354	109	10	treatment	treatment	NOUN
awl-354	109	11	and	and	CCONJ
awl-354	109	12	experiences	experience	NOUN
awl-354	109	13	of	of	ADP
awl-354	109	14	men	man	NOUN
awl-354	109	15	and	and	CCONJ
awl-354	109	16	women	woman	NOUN
awl-354	109	17	in	in	ADP
awl-354	109	18	cs&e	cs&e	PROPN
awl-354	109	19	,	,	PUNCT
awl-354	109	20	which	which	PRON
awl-354	109	21	were	be	AUX
awl-354	109	22	consistent	consistent	ADJ
awl-354	109	23	with	with	ADP
awl-354	109	24	historical	historical	ADJ
awl-354	109	25	findings	finding	NOUN
awl-354	109	26	in	in	ADP
awl-354	109	27	greater	great	ADJ
awl-354	109	28	attention	attention	NOUN
awl-354	109	29	is	be	AUX
awl-354	109	30	needed	need	VERB
awl-354	109	31	on	on	ADP
awl-354	109	32	the	the	DET
awl-354	109	33	supply	supply	NOUN
awl-354	109	34	side	side	NOUN
awl-354	109	35	of	of	ADP
awl-354	109	36	the	the	DET
awl-354	109	37	underrepresentation	underrepresentation	NOUN
awl-354	109	38	issue	issue	NOUN
awl-354	109	39	,	,	PUNCT
awl-354	109	40	early	early	ADJ
awl-354	109	41	identification	identification	NOUN
awl-354	109	42	and	and	CCONJ
awl-354	109	43	socialization	socialization	NOUN
awl-354	109	44	with	with	ADP
awl-354	109	45	technology	technology	NOUN
awl-354	109	46	,	,	PUNCT
awl-354	109	47	and	and	CCONJ
awl-354	109	48	attention	attention	NOUN
awl-354	109	49	to	to	ADP
awl-354	109	50	female	female	ADJ
awl-354	109	51	learning	learning	NOUN
awl-354	109	52	styles	style	NOUN
awl-354	109	53	in	in	ADP
awl-354	109	54	computer	computer	NOUN
awl-354	109	55	science	science	NOUN
awl-354	109	56	.	.	PUNCT
awl-354	110	1	interestingly	interestingly	ADV
awl-354	110	2	,	,	PUNCT
awl-354	110	3	stereotypes	stereotype	NOUN
awl-354	110	4	that	that	PRON
awl-354	110	5	impair	impair	VERB
awl-354	110	6	women	woman	NOUN
awl-354	110	7	’s	’s	PART
awl-354	110	8	careers	career	NOUN
awl-354	110	9	in	in	ADP
awl-354	110	10	cs&e	cs&e	PROPN
awl-354	110	11	are	be	AUX
awl-354	110	12	not	not	PART
awl-354	110	13	limited	limit	VERB
awl-354	110	14	to	to	ADP
awl-354	110	15	male	male	ADJ
awl-354	110	16	-	-	PUNCT
awl-354	110	17	female	female	ADJ
awl-354	110	18	biases	bias	NOUN
awl-354	110	19	,	,	PUNCT
awl-354	110	20	but	but	CCONJ
awl-354	110	21	women	woman	NOUN
awl-354	110	22	enact	enact	VERB
awl-354	110	23	these	these	DET
awl-354	110	24	same	same	ADJ
awl-354	110	25	biases	bias	NOUN
awl-354	110	26	upon	upon	SCONJ
awl-354	110	27	themselves	themselves	PRON
awl-354	110	28	.	.	PUNCT
awl-354	111	1	one	one	NUM
awl-354	111	2	finding	finding	NOUN
awl-354	111	3	in	in	ADP
awl-354	111	4	this	this	DET
awl-354	111	5	area	area	NOUN
awl-354	111	6	of	of	ADP
awl-354	111	7	research	research	NOUN
awl-354	111	8	came	come	VERB
awl-354	111	9	from	from	ADP
awl-354	111	10	reuben	reuben	PROPN
awl-354	111	11	et	et	PROPN
awl-354	111	12	al	al	PROPN
awl-354	111	13	.	.	PROPN
awl-354	112	1	(	(	PUNCT
awl-354	112	2	2014	2014	NUM
awl-354	112	3	)	)	PUNCT
awl-354	112	4	who	who	PRON
awl-354	112	5	found	find	VERB
awl-354	112	6	that	that	SCONJ
awl-354	112	7	while	while	SCONJ
awl-354	112	8	there	there	PRON
awl-354	112	9	was	be	VERB
awl-354	112	10	no	no	DET
awl-354	112	11	gender	gender	NOUN
awl-354	112	12	-	-	PUNCT
awl-354	112	13	based	base	VERB
awl-354	112	14	disparity	disparity	NOUN
awl-354	112	15	in	in	ADP
awl-354	112	16	performance	performance	NOUN
awl-354	112	17	,	,	PUNCT
awl-354	112	18	a	a	DET
awl-354	112	19	strong	strong	ADJ
awl-354	112	20	bias	bias	NOUN
awl-354	112	21	existed	exist	VERB
awl-354	112	22	among	among	ADP
awl-354	112	23	both	both	DET
awl-354	112	24	males	male	NOUN
awl-354	112	25	and	and	CCONJ
awl-354	112	26	females	female	NOUN
awl-354	112	27	to	to	PART
awl-354	112	28	hire	hire	VERB
awl-354	112	29	male	male	ADJ
awl-354	112	30	candidates	candidate	NOUN
awl-354	112	31	.	.	PUNCT
awl-354	113	1	the	the	DET
awl-354	113	2	researchers	researcher	NOUN
awl-354	113	3	found	find	VERB
awl-354	113	4	that	that	SCONJ
awl-354	113	5	when	when	SCONJ
awl-354	113	6	employers	employer	NOUN
awl-354	113	7	received	receive	VERB
awl-354	113	8	subjective	subjective	ADJ
awl-354	113	9	information	information	NOUN
awl-354	113	10	about	about	ADP
awl-354	113	11	candidates	candidate	NOUN
awl-354	113	12	’	'	PUNCT
awl-354	113	13	performance	performance	NOUN
awl-354	113	14	,	,	PUNCT
awl-354	113	15	the	the	DET
awl-354	113	16	gap	gap	NOUN
awl-354	113	17	increased	increase	VERB
awl-354	113	18	:	:	PUNCT
awl-354	113	19	females	female	NOUN
awl-354	113	20	were	be	AUX
awl-354	113	21	chosen	choose	VERB
awl-354	113	22	only	only	ADV
awl-354	113	23	32	32	NUM
awl-354	113	24	%	%	NOUN
awl-354	113	25	of	of	ADP
awl-354	113	26	the	the	DET
awl-354	113	27	time	time	NOUN
awl-354	113	28	,	,	PUNCT
awl-354	113	29	and	and	CCONJ
awl-354	113	30	male	male	ADJ
awl-354	113	31	candidates	candidate	NOUN
awl-354	113	32	were	be	AUX
awl-354	113	33	selected	select	VERB
awl-354	113	34	85.7	85.7	NUM
awl-354	113	35	%	%	NOUN
awl-354	113	36	of	of	ADP
awl-354	113	37	the	the	DET
awl-354	113	38	time	time	NOUN
awl-354	113	39	.	.	PUNCT
awl-354	114	1	this	this	PRON
awl-354	114	2	suggests	suggest	VERB
awl-354	114	3	that	that	SCONJ
awl-354	114	4	not	not	PART
awl-354	114	5	only	only	ADV
awl-354	114	6	are	be	AUX
awl-354	114	7	negative	negative	ADJ
awl-354	114	8	stereotypes	stereotype	NOUN
awl-354	114	9	against	against	ADP
awl-354	114	10	women	woman	NOUN
awl-354	114	11	’s	’s	PART
awl-354	114	12	aptitudes	aptitude	NOUN
awl-354	114	13	pervasive	pervasive	ADJ
awl-354	114	14	,	,	PUNCT
awl-354	114	15	but	but	CCONJ
awl-354	114	16	that	that	SCONJ
awl-354	114	17	both	both	DET
awl-354	114	18	men	man	NOUN
awl-354	114	19	and	and	CCONJ
awl-354	114	20	women	woman	NOUN
awl-354	114	21	may	may	AUX
awl-354	114	22	discriminate	discriminate	VERB
awl-354	114	23	against	against	ADP
awl-354	114	24	women	woman	NOUN
awl-354	114	25	without	without	ADP
awl-354	114	26	realizing	realize	VERB
awl-354	114	27	it	it	PRON
awl-354	114	28	,	,	PUNCT
awl-354	114	29	leaving	leave	VERB
awl-354	114	30	room	room	NOUN
awl-354	114	31	for	for	ADP
awl-354	114	32	further	further	ADJ
awl-354	114	33	research	research	NOUN
awl-354	114	34	into	into	ADP
awl-354	114	35	why	why	SCONJ
awl-354	114	36	.	.	PUNCT
awl-354	115	1	a	a	DET
awl-354	115	2	transformational	transformational	ADJ
awl-354	115	3	approach	approach	NOUN
awl-354	115	4	to	to	ADP
awl-354	115	5	overcoming	overcome	VERB
awl-354	115	6	barriers	barrier	NOUN
awl-354	115	7	to	to	ADP
awl-354	115	8	equity	equity	NOUN
awl-354	115	9	in	in	ADP
awl-354	115	10	cs&e	cs&e	PROPN
awl-354	115	11	this	this	DET
awl-354	115	12	section	section	NOUN
awl-354	115	13	argues	argue	VERB
awl-354	115	14	the	the	DET
awl-354	115	15	point	point	NOUN
awl-354	115	16	that	that	SCONJ
awl-354	115	17	educational	educational	ADJ
awl-354	115	18	organizations	organization	NOUN
awl-354	115	19	need	need	VERB
awl-354	115	20	to	to	PART
awl-354	115	21	create	create	VERB
awl-354	115	22	transformational	transformational	ADJ
awl-354	115	23	organizational	organizational	ADJ
awl-354	115	24	cultures	culture	NOUN
awl-354	115	25	where	where	SCONJ
awl-354	115	26	female	female	ADJ
awl-354	115	27	students	student	NOUN
awl-354	115	28	can	can	AUX
awl-354	115	29	find	find	VERB
awl-354	115	30	role	role	NOUN
awl-354	115	31	models	model	NOUN
awl-354	115	32	and	and	CCONJ
awl-354	115	33	mentors	mentor	NOUN
awl-354	115	34	that	that	PRON
awl-354	115	35	can	can	AUX
awl-354	115	36	help	help	VERB
awl-354	115	37	them	they	PRON
awl-354	115	38	overcome	overcome	VERB
awl-354	115	39	the	the	DET
awl-354	115	40	entry	entry	NOUN
awl-354	115	41	and	and	CCONJ
awl-354	115	42	continuity	continuity	NOUN
awl-354	115	43	problems	problem	NOUN
awl-354	115	44	noted	note	VERB
awl-354	115	45	before	before	ADV
awl-354	115	46	.	.	PUNCT
awl-354	116	1	according	accord	VERB
awl-354	116	2	to	to	ADP
awl-354	116	3	northouse	northouse	NOUN
awl-354	116	4	(	(	PUNCT
awl-354	116	5	2016	2016	NUM
awl-354	116	6	)	)	PUNCT
awl-354	116	7	“	"	PUNCT
awl-354	116	8	transformational	transformational	ADJ
awl-354	116	9	leadership	leadership	NOUN
awl-354	116	10	is	be	AUX
awl-354	116	11	the	the	DET
awl-354	116	12	process	process	NOUN
awl-354	116	13	whereby	whereby	SCONJ
awl-354	116	14	a	a	DET
awl-354	116	15	person	person	NOUN
awl-354	116	16	engages	engage	VERB
awl-354	116	17	with	with	ADP
awl-354	116	18	others	other	NOUN
awl-354	116	19	and	and	CCONJ
awl-354	116	20	creates	create	VERB
awl-354	116	21	a	a	DET
awl-354	116	22	connection	connection	NOUN
awl-354	116	23	that	that	PRON
awl-354	116	24	raises	raise	VERB
awl-354	116	25	the	the	DET
awl-354	116	26	level	level	NOUN
awl-354	116	27	of	of	ADP
awl-354	116	28	motivation	motivation	NOUN
awl-354	116	29	and	and	CCONJ
awl-354	116	30	morality	morality	NOUN
awl-354	116	31	in	in	ADP
awl-354	116	32	both	both	CCONJ
awl-354	116	33	the	the	DET
awl-354	116	34	leader	leader	NOUN
awl-354	116	35	and	and	CCONJ
awl-354	116	36	the	the	DET
awl-354	116	37	follower	follower	NOUN
awl-354	116	38	"	"	PUNCT
awl-354	116	39	(	(	PUNCT
awl-354	116	40	p.	p.	NOUN
awl-354	116	41	163	163	NUM
awl-354	116	42	)	)	PUNCT
awl-354	116	43	.	.	PUNCT
awl-354	117	1	northouse	northouse	PROPN
awl-354	117	2	's	's	PART
awl-354	117	3	definition	definition	NOUN
awl-354	117	4	is	be	AUX
awl-354	117	5	consistent	consistent	ADJ
awl-354	117	6	with	with	ADP
awl-354	117	7	earlier	early	ADJ
awl-354	117	8	works	work	NOUN
awl-354	117	9	developed	develop	VERB
awl-354	117	10	by	by	ADP
awl-354	117	11	burns	burn	NOUN
awl-354	117	12	(	(	PUNCT
awl-354	117	13	2010	2010	NUM
awl-354	117	14	)	)	PUNCT
awl-354	117	15	,	,	PUNCT
awl-354	117	16	bass	bass	NOUN
awl-354	117	17	(	(	PUNCT
awl-354	117	18	1985	1985	NUM
awl-354	117	19	)	)	PUNCT
awl-354	117	20	,	,	PUNCT
awl-354	117	21	and	and	CCONJ
awl-354	117	22	kouzes	kouze	NOUN
awl-354	117	23	and	and	CCONJ
awl-354	117	24	posner	posner	NOUN
awl-354	117	25	(	(	PUNCT
awl-354	117	26	2019	2019	NUM
awl-354	117	27	)	)	PUNCT
awl-354	117	28	.	.	PUNCT
awl-354	118	1	these	these	DET
awl-354	118	2	authors	author	NOUN
awl-354	118	3	believed	believe	VERB
awl-354	118	4	that	that	SCONJ
awl-354	118	5	effective	effective	ADJ
awl-354	118	6	leaders	leader	NOUN
awl-354	118	7	understand	understand	VERB
awl-354	118	8	the	the	DET
awl-354	118	9	importance	importance	NOUN
awl-354	118	10	of	of	ADP
awl-354	118	11	ensuring	ensure	VERB
awl-354	118	12	follower	follower	NOUN
awl-354	118	13	buy	buy	VERB
awl-354	118	14	-	-	PUNCT
awl-354	118	15	in	in	NOUN
awl-354	118	16	to	to	PART
awl-354	118	17	achieve	achieve	VERB
awl-354	118	18	superior	superior	ADJ
awl-354	118	19	results	result	NOUN
awl-354	118	20	in	in	ADP
awl-354	118	21	a	a	DET
awl-354	118	22	variety	variety	NOUN
awl-354	118	23	of	of	ADP
awl-354	118	24	contexts	contexts	NOUN
awl-354	118	25	.	.	PUNCT
awl-354	119	1	they	they	PRON
awl-354	119	2	noted	note	VERB
awl-354	119	3	that	that	SCONJ
awl-354	119	4	the	the	DET
awl-354	119	5	leader	leader	NOUN
awl-354	119	6	-	-	PUNCT
awl-354	119	7	follower	follower	NOUN
awl-354	119	8	relationship	relationship	NOUN
awl-354	119	9	creates	create	VERB
awl-354	119	10	a	a	DET
awl-354	119	11	transformation	transformation	NOUN
awl-354	119	12	that	that	PRON
awl-354	119	13	is	be	AUX
awl-354	119	14	manifested	manifest	VERB
awl-354	119	15	at	at	ADP
awl-354	119	16	the	the	DET
awl-354	119	17	individual	individual	ADJ
awl-354	119	18	,	,	PUNCT
awl-354	119	19	group	group	NOUN
awl-354	119	20	,	,	PUNCT
awl-354	119	21	and	and	CCONJ
awl-354	119	22	organizational	organizational	ADJ
awl-354	119	23	level	level	NOUN
awl-354	119	24	.	.	PUNCT
awl-354	120	1	kouzes	kouze	NOUN
awl-354	120	2	and	and	CCONJ
awl-354	120	3	posner	posner	NOUN
awl-354	120	4	paid	pay	VERB
awl-354	120	5	special	special	ADJ
awl-354	120	6	attention	attention	NOUN
awl-354	120	7	to	to	ADP
awl-354	120	8	making	make	VERB
awl-354	120	9	sure	sure	ADJ
awl-354	120	10	educators	educator	NOUN
awl-354	120	11	understand	understand	VERB
awl-354	120	12	how	how	SCONJ
awl-354	120	13	their	their	PRON
awl-354	120	14	work	work	NOUN
awl-354	120	15	is	be	AUX
awl-354	120	16	essential	essential	ADJ
awl-354	120	17	shaping	shape	VERB
awl-354	120	18	the	the	DET
awl-354	120	19	perspectives	perspective	NOUN
awl-354	120	20	and	and	CCONJ
awl-354	120	21	perceptions	perception	NOUN
awl-354	120	22	of	of	ADP
awl-354	120	23	self	self	NOUN
awl-354	120	24	of	of	ADP
awl-354	120	25	students	student	NOUN
awl-354	120	26	.	.	PUNCT
awl-354	121	1	to	to	ADP
awl-354	121	2	this	this	DET
awl-354	121	3	end	end	NOUN
awl-354	121	4	,	,	PUNCT
awl-354	121	5	we	we	PRON
awl-354	121	6	espouse	espouse	VERB
awl-354	121	7	an	an	DET
awl-354	121	8	adaptation	adaptation	NOUN
awl-354	121	9	of	of	ADP
awl-354	121	10	four	four	NUM
awl-354	121	11	leadership	leadership	NOUN
awl-354	121	12	factors	factor	NOUN
awl-354	121	13	connected	connect	VERB
awl-354	121	14	with	with	ADP
awl-354	121	15	transformational	transformational	ADJ
awl-354	121	16	leadership	leadership	NOUN
awl-354	121	17	.	.	PUNCT
awl-354	122	1	as	as	SCONJ
awl-354	122	2	discussed	discuss	VERB
awl-354	122	3	by	by	ADP
awl-354	122	4	northouse	northouse	NOUN
awl-354	122	5	(	(	PUNCT
awl-354	122	6	2016	2016	NUM
awl-354	122	7	)	)	PUNCT
awl-354	122	8	these	these	PRON
awl-354	122	9	are	be	AUX
awl-354	122	10	the	the	DET
awl-354	122	11	abilities	ability	NOUN
awl-354	122	12	to	to	PART
awl-354	122	13	act	act	VERB
awl-354	122	14	as	as	ADP
awl-354	122	15	strong	strong	ADJ
awl-354	122	16	role	role	NOUN
awl-354	122	17	models	model	NOUN
awl-354	122	18	for	for	ADP
awl-354	122	19	others	other	NOUN
awl-354	122	20	,	,	PUNCT
awl-354	122	21	inspire	inspire	VERB
awl-354	122	22	and	and	CCONJ
awl-354	122	23	motivate	motivate	VERB
awl-354	122	24	,	,	PUNCT
awl-354	122	25	foster	foster	ADJ
awl-354	122	26	intellectual	intellectual	ADJ
awl-354	122	27	stimulation	stimulation	NOUN
awl-354	122	28	,	,	PUNCT
awl-354	122	29	and	and	CCONJ
awl-354	122	30	provide	provide	VERB
awl-354	122	31	individualized	individualized	ADJ
awl-354	122	32	consideration	consideration	NOUN
awl-354	122	33	while	while	SCONJ
awl-354	122	34	influencing	influence	VERB
awl-354	122	35	toward	toward	ADP
awl-354	122	36	a	a	DET
awl-354	122	37	desired	desire	VERB
awl-354	122	38	goal	goal	NOUN
awl-354	122	39	.	.	PUNCT
awl-354	123	1	adapting	adapt	VERB
awl-354	123	2	these	these	DET
awl-354	123	3	factors	factor	NOUN
awl-354	123	4	for	for	ADP
awl-354	123	5	the	the	DET
awl-354	123	6	purposes	purpose	NOUN
awl-354	123	7	of	of	ADP
awl-354	123	8	the	the	DET
awl-354	123	9	present	present	ADJ
awl-354	123	10	discussion	discussion	NOUN
awl-354	123	11	,	,	PUNCT
awl-354	123	12	the	the	DET
awl-354	123	13	connected	connected	ADJ
awl-354	123	14	skills	skill	NOUN
awl-354	123	15	and	and	CCONJ
awl-354	123	16	actions	action	NOUN
awl-354	123	17	would	would	AUX
awl-354	123	18	be	be	AUX
awl-354	123	19	the	the	DET
awl-354	123	20	following	following	NOUN
awl-354	123	21	.	.	PUNCT
awl-354	124	1	first	first	ADV
awl-354	124	2	,	,	PUNCT
awl-354	124	3	becoming	become	VERB
awl-354	124	4	ready	ready	ADJ
awl-354	124	5	and	and	CCONJ
awl-354	124	6	willing	willing	ADJ
awl-354	124	7	to	to	PART
awl-354	124	8	influence	influence	VERB
awl-354	124	9	women	woman	NOUN
awl-354	124	10	toward	toward	ADP
awl-354	124	11	cs&e	cs&e	PROPN
awl-354	124	12	-	-	PUNCT
awl-354	124	13	related	relate	VERB
awl-354	124	14	careers	career	NOUN
awl-354	124	15	;	;	PUNCT
awl-354	124	16	second	second	ADJ
awl-354	124	17	,	,	PUNCT
awl-354	124	18	motivating	motivate	VERB
awl-354	124	19	women	woman	NOUN
awl-354	124	20	to	to	PART
awl-354	124	21	not	not	PART
awl-354	124	22	only	only	ADV
awl-354	124	23	become	become	VERB
awl-354	124	24	involved	involve	VERB
awl-354	124	25	in	in	ADP
awl-354	124	26	cs&e	cs&e	PROPN
awl-354	124	27	-	-	PUNCT
awl-354	124	28	related	relate	VERB
awl-354	124	29	careers	career	NOUN
awl-354	124	30	,	,	PUNCT
awl-354	124	31	but	but	CCONJ
awl-354	124	32	inspiring	inspire	VERB
awl-354	124	33	them	they	PRON
awl-354	124	34	toward	toward	ADP
awl-354	124	35	longer	long	ADJ
awl-354	124	36	-	-	PUNCT
awl-354	124	37	term	term	NOUN
awl-354	124	38	involvement	involvement	NOUN
awl-354	124	39	and	and	CCONJ
awl-354	124	40	leadership	leadership	NOUN
awl-354	124	41	in	in	ADP
awl-354	124	42	these	these	DET
awl-354	124	43	fields	field	NOUN
awl-354	124	44	.	.	PUNCT
awl-354	125	1	third	third	ADJ
awl-354	125	2	,	,	PUNCT
awl-354	125	3	providing	provide	VERB
awl-354	125	4	intellectual	intellectual	ADJ
awl-354	125	5	challenges	challenge	NOUN
awl-354	125	6	connected	connect	VERB
awl-354	125	7	to	to	ADP
awl-354	125	8	cs&e	cs&e	PROPN
awl-354	125	9	thinking	thinking	NOUN
awl-354	125	10	and	and	CCONJ
awl-354	125	11	endeavors	endeavor	NOUN
awl-354	125	12	,	,	PUNCT
awl-354	125	13	which	which	PRON
awl-354	125	14	encourage	encourage	VERB
awl-354	125	15	innovation	innovation	NOUN
awl-354	125	16	and	and	CCONJ
awl-354	125	17	creativity	creativity	NOUN
awl-354	125	18	as	as	ADP
awl-354	125	19	a	a	DET
awl-354	125	20	standard	standard	ADJ
awl-354	125	21	practice	practice	NOUN
awl-354	125	22	.	.	PUNCT
awl-354	126	1	finally	finally	ADV
awl-354	126	2	,	,	PUNCT
awl-354	126	3	being	be	AUX
awl-354	126	4	skilled	skilled	ADJ
awl-354	126	5	at	at	ADP
awl-354	126	6	addressing	address	VERB
awl-354	126	7	individual	individual	ADJ
awl-354	126	8	concerns	concern	NOUN
awl-354	126	9	about	about	ADP
awl-354	126	10	moving	move	VERB
awl-354	126	11	toward	toward	ADP
awl-354	126	12	cs&e	cs&e	PROPN
awl-354	126	13	-	-	PUNCT
awl-354	126	14	related	relate	VERB
awl-354	126	15	domains	domain	NOUN
awl-354	126	16	and	and	CCONJ
awl-354	126	17	becoming	become	VERB
awl-354	126	18	adept	adept	ADJ
awl-354	126	19	at	at	ADP
awl-354	126	20	meeting	meet	VERB
awl-354	126	21	individual	individual	ADJ
awl-354	126	22	needs	need	NOUN
awl-354	126	23	of	of	ADP
awl-354	126	24	women	woman	NOUN
awl-354	126	25	who	who	PRON
awl-354	126	26	pursue	pursue	VERB
awl-354	126	27	cs&e	cs&e	PROPN
awl-354	126	28	-	-	PUNCT
awl-354	126	29	related	relate	VERB
awl-354	126	30	careers	career	NOUN
awl-354	126	31	.	.	PUNCT
awl-354	127	1	in	in	ADP
awl-354	127	2	the	the	DET
awl-354	127	3	context	context	NOUN
awl-354	127	4	of	of	ADP
awl-354	127	5	the	the	DET
awl-354	127	6	present	present	ADJ
awl-354	127	7	discussion	discussion	NOUN
awl-354	127	8	,	,	PUNCT
awl-354	127	9	we	we	PRON
awl-354	127	10	look	look	VERB
awl-354	127	11	for	for	SCONJ
awl-354	127	12	influencers	influencer	NOUN
awl-354	127	13	to	to	PART
awl-354	127	14	be	be	AUX
awl-354	127	15	mindful	mindful	ADJ
awl-354	127	16	of	of	ADP
awl-354	127	17	these	these	DET
awl-354	127	18	four	four	NUM
awl-354	127	19	factors	factor	NOUN
awl-354	127	20	while	while	SCONJ
awl-354	127	21	they	they	PRON
awl-354	127	22	engage	engage	VERB
awl-354	127	23	in	in	ADP
awl-354	127	24	actions	action	NOUN
awl-354	127	25	typically	typically	ADV
awl-354	127	26	connected	connect	VERB
awl-354	127	27	with	with	ADP
awl-354	127	28	transformational	transformational	ADJ
awl-354	127	29	leadership	leadership	NOUN
awl-354	127	30	,	,	PUNCT
awl-354	127	31	e.g.	e.g.	ADV
awl-354	127	32	coaching	coaching	NOUN
awl-354	127	33	,	,	PUNCT
awl-354	127	34	mentoring	mentoring	NOUN
awl-354	127	35	,	,	PUNCT
awl-354	127	36	and	and	CCONJ
awl-354	127	37	other	other	ADJ
awl-354	127	38	activities	activity	NOUN
awl-354	127	39	that	that	PRON
awl-354	127	40	inspire	inspire	VERB
awl-354	127	41	and	and	CCONJ
awl-354	127	42	support	support	VERB
awl-354	127	43	female	female	ADJ
awl-354	127	44	students	student	NOUN
awl-354	127	45	and	and	CCONJ
awl-354	127	46	workers	worker	NOUN
awl-354	127	47	and	and	CCONJ
awl-354	127	48	align	align	VERB
awl-354	127	49	with	with	ADP
awl-354	127	50	demonstrated	demonstrate	VERB
awl-354	127	51	effective	effective	ADJ
awl-354	127	52	practices	practice	NOUN
awl-354	127	53	in	in	ADP
awl-354	127	54	numerous	numerous	ADJ
awl-354	127	55	studies	study	NOUN
awl-354	127	56	(	(	PUNCT
awl-354	127	57	díaz	díaz	PROPN
awl-354	127	58	et	et	PROPN
awl-354	127	59	al	al	PROPN
awl-354	127	60	.	.	PROPN
awl-354	127	61	,	,	PUNCT
awl-354	127	62	2019	2019	NUM
awl-354	127	63	;	;	PUNCT
awl-354	127	64	kouzes	kouzes	PROPN
awl-354	127	65	&	&	CCONJ
awl-354	127	66	posner	posner	PROPN
awl-354	127	67	,	,	PUNCT
awl-354	127	68	2019	2019	NUM
awl-354	127	69	)	)	PUNCT
awl-354	127	70	.	.	PUNCT
awl-354	128	1	to	to	PART
awl-354	128	2	better	well	ADV
awl-354	128	3	explain	explain	VERB
awl-354	128	4	how	how	SCONJ
awl-354	128	5	transformational	transformational	ADJ
awl-354	128	6	leaders	leader	NOUN
awl-354	128	7	can	can	AUX
awl-354	128	8	help	help	VERB
awl-354	128	9	reduce	reduce	VERB
awl-354	128	10	educational	educational	ADJ
awl-354	128	11	,	,	PUNCT
awl-354	128	12	social	social	ADJ
awl-354	128	13	,	,	PUNCT
awl-354	128	14	and	and	CCONJ
awl-354	128	15	organizational	organizational	ADJ
awl-354	128	16	barriers	barrier	NOUN
awl-354	128	17	for	for	ADP
awl-354	128	18	women	woman	NOUN
awl-354	128	19	in	in	ADP
awl-354	128	20	cs&e	cs&e	PROPN
awl-354	128	21	,	,	PUNCT
awl-354	128	22	we	we	PRON
awl-354	128	23	will	will	AUX
awl-354	128	24	address	address	VERB
awl-354	128	25	each	each	PRON
awl-354	128	26	of	of	ADP
awl-354	128	27	these	these	DET
awl-354	128	28	barriers	barrier	NOUN
awl-354	128	29	separately	separately	ADV
awl-354	128	30	.	.	PUNCT
awl-354	129	1	advancing	advance	VERB
awl-354	129	2	women	woman	NOUN
awl-354	129	3	in	in	ADP
awl-354	129	4	leadership	leadership	NOUN
awl-354	129	5	journal	journal	NOUN
awl-354	129	6	-	-	PUNCT
awl-354	129	7	volume	volume	NOUN
awl-354	129	8	40	40	NUM
awl-354	129	9	43	43	NUM
awl-354	129	10	overcoming	overcome	VERB
awl-354	129	11	barriers	barrier	NOUN
awl-354	129	12	in	in	ADP
awl-354	129	13	education	education	NOUN
awl-354	129	14	.	.	PUNCT
awl-354	130	1	some	some	DET
awl-354	130	2	schools	school	NOUN
awl-354	130	3	have	have	AUX
awl-354	130	4	created	create	VERB
awl-354	130	5	programs	program	NOUN
awl-354	130	6	designed	design	VERB
awl-354	130	7	to	to	PART
awl-354	130	8	motivate	motivate	VERB
awl-354	130	9	female	female	ADJ
awl-354	130	10	students	student	NOUN
awl-354	130	11	to	to	PART
awl-354	130	12	enroll	enroll	VERB
awl-354	130	13	in	in	ADP
awl-354	130	14	engineering	engineering	NOUN
awl-354	130	15	courses	course	NOUN
awl-354	130	16	designed	design	VERB
awl-354	130	17	and	and	CCONJ
awl-354	130	18	taught	teach	VERB
awl-354	130	19	by	by	ADP
awl-354	130	20	teachers	teacher	NOUN
awl-354	130	21	engaged	engage	VERB
awl-354	130	22	in	in	ADP
awl-354	130	23	promoting	promote	VERB
awl-354	130	24	gender	gender	NOUN
awl-354	130	25	diversity	diversity	NOUN
awl-354	130	26	in	in	ADP
awl-354	130	27	cs&e	cs&e	PROPN
awl-354	130	28	(	(	PUNCT
awl-354	130	29	fortenberry	fortenberry	PROPN
awl-354	130	30	&	&	CCONJ
awl-354	130	31	cady	cady	PROPN
awl-354	130	32	,	,	PUNCT
awl-354	130	33	2009	2009	NUM
awl-354	130	34	)	)	PUNCT
awl-354	130	35	.	.	PUNCT
awl-354	131	1	once	once	ADV
awl-354	131	2	female	female	ADJ
awl-354	131	3	students	student	NOUN
awl-354	131	4	enroll	enroll	VERB
awl-354	131	5	in	in	ADP
awl-354	131	6	science	science	NOUN
awl-354	131	7	and	and	CCONJ
awl-354	131	8	engineering	engineering	NOUN
awl-354	131	9	programs	program	NOUN
awl-354	131	10	,	,	PUNCT
awl-354	131	11	the	the	DET
awl-354	131	12	issue	issue	NOUN
awl-354	131	13	of	of	ADP
awl-354	131	14	retention	retention	NOUN
awl-354	131	15	takes	take	VERB
awl-354	131	16	on	on	ADP
awl-354	131	17	a	a	DET
awl-354	131	18	gender	gender	NOUN
awl-354	131	19	approach	approach	NOUN
awl-354	131	20	,	,	PUNCT
awl-354	131	21	as	as	SCONJ
awl-354	131	22	these	these	DET
awl-354	131	23	students	student	NOUN
awl-354	131	24	tend	tend	VERB
awl-354	131	25	to	to	PART
awl-354	131	26	be	be	AUX
awl-354	131	27	more	more	ADV
awl-354	131	28	aware	aware	ADJ
awl-354	131	29	of	of	ADP
awl-354	131	30	the	the	DET
awl-354	131	31	gendered	gendere	VERB
awl-354	131	32	effects	effect	NOUN
awl-354	131	33	of	of	ADP
awl-354	131	34	their	their	PRON
awl-354	131	35	discipline	discipline	NOUN
awl-354	131	36	than	than	ADP
awl-354	131	37	their	their	PRON
awl-354	131	38	male	male	ADJ
awl-354	131	39	colleagues	colleague	NOUN
awl-354	131	40	(	(	PUNCT
awl-354	131	41	morganson	morganson	NOUN
awl-354	131	42	et	et	PROPN
awl-354	131	43	al	al	PROPN
awl-354	131	44	.	.	PROPN
awl-354	131	45	,	,	PUNCT
awl-354	131	46	2015	2015	NUM
awl-354	131	47	)	)	PUNCT
awl-354	131	48	.	.	PUNCT
awl-354	132	1	thus	thus	ADV
awl-354	132	2	,	,	PUNCT
awl-354	132	3	the	the	DET
awl-354	132	4	need	need	NOUN
awl-354	132	5	to	to	PART
awl-354	132	6	reconsider	reconsider	VERB
awl-354	132	7	pedagogical	pedagogical	ADJ
awl-354	132	8	and	and	CCONJ
awl-354	132	9	curriculum	curriculum	NOUN
awl-354	132	10	design	design	NOUN
awl-354	132	11	practices	practice	NOUN
awl-354	132	12	on	on	ADP
awl-354	132	13	the	the	DET
awl-354	132	14	part	part	NOUN
awl-354	132	15	of	of	ADP
awl-354	132	16	educators	educator	NOUN
awl-354	132	17	becomes	become	VERB
awl-354	132	18	a	a	DET
awl-354	132	19	subject	subject	NOUN
awl-354	132	20	for	for	ADP
awl-354	132	21	discussion	discussion	NOUN
awl-354	132	22	(	(	PUNCT
awl-354	132	23	brotman	brotman	NOUN
awl-354	132	24	&	&	CCONJ
awl-354	132	25	moore	moore	PROPN
awl-354	132	26	,	,	PUNCT
awl-354	132	27	2008	2008	NUM
awl-354	132	28	,	,	PUNCT
awl-354	132	29	as	as	SCONJ
awl-354	132	30	cited	cite	VERB
awl-354	132	31	in	in	ADP
awl-354	132	32	hughes	hughes	PROPN
awl-354	132	33	et	et	PROPN
awl-354	132	34	al	al	PROPN
awl-354	132	35	.	.	PROPN
awl-354	132	36	,	,	PUNCT
awl-354	132	37	2013	2013	NUM
awl-354	132	38	)	)	PUNCT
awl-354	132	39	.	.	PUNCT
awl-354	133	1	transformational	transformational	ADJ
awl-354	133	2	leaders	leader	NOUN
awl-354	133	3	in	in	ADP
awl-354	133	4	the	the	DET
awl-354	133	5	education	education	NOUN
awl-354	133	6	industry	industry	NOUN
awl-354	133	7	are	be	AUX
awl-354	133	8	likely	likely	ADJ
awl-354	133	9	to	to	PART
awl-354	133	10	engage	engage	VERB
awl-354	133	11	in	in	ADP
awl-354	133	12	behaviors	behavior	NOUN
awl-354	133	13	that	that	PRON
awl-354	133	14	are	be	AUX
awl-354	133	15	gender	gender	NOUN
awl-354	133	16	neutral	neutral	ADJ
awl-354	133	17	.	.	PUNCT
awl-354	134	1	these	these	DET
awl-354	134	2	leaders	leader	NOUN
awl-354	134	3	promote	promote	VERB
awl-354	134	4	educational	educational	ADJ
awl-354	134	5	environments	environment	NOUN
awl-354	134	6	where	where	SCONJ
awl-354	134	7	educators	educator	NOUN
awl-354	134	8	can	can	AUX
awl-354	134	9	highlight	highlight	VERB
awl-354	134	10	the	the	DET
awl-354	134	11	value	value	NOUN
awl-354	134	12	of	of	ADP
awl-354	134	13	diversity	diversity	NOUN
awl-354	134	14	,	,	PUNCT
awl-354	134	15	developing	develop	VERB
awl-354	134	16	relationships	relationship	NOUN
awl-354	134	17	,	,	PUNCT
awl-354	134	18	and	and	CCONJ
awl-354	134	19	building	build	VERB
awl-354	134	20	trust	trust	NOUN
awl-354	134	21	among	among	ADP
awl-354	134	22	peers	peer	NOUN
awl-354	134	23	(	(	PUNCT
awl-354	134	24	selzer	selzer	PROPN
awl-354	134	25	et	et	PROPN
awl-354	134	26	al	al	PROPN
awl-354	134	27	.	.	PROPN
awl-354	134	28	,	,	PUNCT
awl-354	134	29	2017	2017	NUM
awl-354	134	30	)	)	PUNCT
awl-354	134	31	.	.	PUNCT
awl-354	135	1	these	these	DET
awl-354	135	2	leaders	leader	NOUN
awl-354	135	3	may	may	AUX
awl-354	135	4	act	act	VERB
awl-354	135	5	by	by	ADP
awl-354	135	6	developing	develop	VERB
awl-354	135	7	and	and	CCONJ
awl-354	135	8	implementing	implement	VERB
awl-354	135	9	assessment	assessment	NOUN
awl-354	135	10	programs	program	NOUN
awl-354	135	11	based	base	VERB
awl-354	135	12	on	on	ADP
awl-354	135	13	the	the	DET
awl-354	135	14	opportunities	opportunity	NOUN
awl-354	135	15	to	to	PART
awl-354	135	16	learn	learn	VERB
awl-354	135	17	standards	standard	NOUN
awl-354	135	18	(	(	PUNCT
awl-354	135	19	otl	otl	NOUN
awl-354	135	20	)	)	PUNCT
awl-354	135	21	to	to	PART
awl-354	135	22	promote	promote	VERB
awl-354	135	23	equity	equity	NOUN
awl-354	135	24	in	in	ADP
awl-354	135	25	their	their	PRON
awl-354	135	26	institutions	institution	NOUN
awl-354	135	27	(	(	PUNCT
awl-354	135	28	chism	chism	NOUN
awl-354	135	29	&	&	CCONJ
awl-354	135	30	pang	pang	PROPN
awl-354	135	31	,	,	PUNCT
awl-354	135	32	2014	2014	NUM
awl-354	135	33	)	)	PUNCT
awl-354	135	34	.	.	PUNCT
awl-354	136	1	although	although	SCONJ
awl-354	136	2	otl	otl	NOUN
awl-354	136	3	tends	tend	VERB
awl-354	136	4	to	to	PART
awl-354	136	5	be	be	AUX
awl-354	136	6	associated	associate	VERB
awl-354	136	7	with	with	ADP
awl-354	136	8	government	government	NOUN
awl-354	136	9	involvement	involvement	NOUN
awl-354	136	10	,	,	PUNCT
awl-354	136	11	transformational	transformational	ADJ
awl-354	136	12	cultures	culture	NOUN
awl-354	136	13	in	in	ADP
awl-354	136	14	education	education	NOUN
awl-354	136	15	focus	focus	NOUN
awl-354	136	16	in	in	ADP
awl-354	136	17	the	the	DET
awl-354	136	18	shared	share	VERB
awl-354	136	19	values	value	NOUN
awl-354	136	20	of	of	ADP
awl-354	136	21	the	the	DET
awl-354	136	22	groups	group	NOUN
awl-354	136	23	involved	involve	VERB
awl-354	136	24	to	to	PART
awl-354	136	25	create	create	VERB
awl-354	136	26	conditions	condition	NOUN
awl-354	136	27	that	that	PRON
awl-354	136	28	cater	cater	VERB
awl-354	136	29	to	to	ADP
awl-354	136	30	the	the	DET
awl-354	136	31	development	development	NOUN
awl-354	136	32	interests	interest	NOUN
awl-354	136	33	of	of	ADP
awl-354	136	34	everyone	everyone	PRON
awl-354	136	35	in	in	ADP
awl-354	136	36	the	the	DET
awl-354	136	37	organization	organization	NOUN
awl-354	136	38	.	.	PUNCT
awl-354	137	1	overcoming	overcome	VERB
awl-354	137	2	social	social	ADJ
awl-354	137	3	barriers	barrier	NOUN
awl-354	137	4	.	.	PUNCT
awl-354	138	1	in	in	ADP
awl-354	138	2	a	a	DET
awl-354	138	3	study	study	NOUN
awl-354	138	4	conducted	conduct	VERB
awl-354	138	5	to	to	PART
awl-354	138	6	compare	compare	VERB
awl-354	138	7	male	male	ADJ
awl-354	138	8	and	and	CCONJ
awl-354	138	9	female	female	ADJ
awl-354	138	10	nobel	nobel	PROPN
awl-354	138	11	prize	prize	PROPN
awl-354	138	12	in	in	ADP
awl-354	138	13	science	science	NOUN
awl-354	138	14	winners	winner	NOUN
awl-354	138	15	,	,	PUNCT
awl-354	138	16	researchers	researcher	NOUN
awl-354	138	17	found	find	VERB
awl-354	138	18	that	that	SCONJ
awl-354	138	19	female	female	ADJ
awl-354	138	20	winners	winner	NOUN
awl-354	138	21	,	,	PUNCT
awl-354	138	22	who	who	PRON
awl-354	138	23	were	be	AUX
awl-354	138	24	significantly	significantly	ADV
awl-354	138	25	fewer	few	ADJ
awl-354	138	26	in	in	ADP
awl-354	138	27	number	number	NOUN
awl-354	138	28	than	than	ADP
awl-354	138	29	male	male	ADJ
awl-354	138	30	winners	winner	NOUN
awl-354	138	31	,	,	PUNCT
awl-354	138	32	tended	tend	VERB
awl-354	138	33	to	to	PART
awl-354	138	34	make	make	VERB
awl-354	138	35	more	more	ADJ
awl-354	138	36	sacrifices	sacrifice	NOUN
awl-354	138	37	in	in	ADP
awl-354	138	38	their	their	PRON
awl-354	138	39	personal	personal	ADJ
awl-354	138	40	and	and	CCONJ
awl-354	138	41	family	family	NOUN
awl-354	138	42	lives	live	VERB
awl-354	138	43	than	than	ADP
awl-354	138	44	their	their	PRON
awl-354	138	45	male	male	ADJ
awl-354	138	46	colleagues	colleague	NOUN
awl-354	138	47	(	(	PUNCT
awl-354	138	48	charyton	charyton	NOUN
awl-354	138	49	et	et	PROPN
awl-354	138	50	al	al	PROPN
awl-354	138	51	.	.	PROPN
awl-354	138	52	,	,	PUNCT
awl-354	138	53	2011	2011	NUM
awl-354	138	54	)	)	PUNCT
awl-354	138	55	.	.	PUNCT
awl-354	139	1	unfortunately	unfortunately	ADV
awl-354	139	2	,	,	PUNCT
awl-354	139	3	the	the	DET
awl-354	139	4	need	need	NOUN
awl-354	139	5	to	to	PART
awl-354	139	6	sacrifice	sacrifice	VERB
awl-354	139	7	more	more	ADJ
awl-354	139	8	may	may	AUX
awl-354	139	9	be	be	AUX
awl-354	139	10	part	part	NOUN
awl-354	139	11	of	of	ADP
awl-354	139	12	the	the	DET
awl-354	139	13	reason	reason	NOUN
awl-354	139	14	why	why	SCONJ
awl-354	139	15	women	woman	NOUN
awl-354	139	16	continue	continue	VERB
awl-354	139	17	to	to	PART
awl-354	139	18	be	be	AUX
awl-354	139	19	underrepresented	underrepresente	VERB
awl-354	139	20	in	in	ADP
awl-354	139	21	cs&e	cs&e	PROPN
awl-354	139	22	.	.	PUNCT
awl-354	140	1	for	for	ADP
awl-354	140	2	example	example	NOUN
awl-354	140	3	,	,	PUNCT
awl-354	140	4	cardador	cardador	NOUN
awl-354	140	5	(	(	PUNCT
awl-354	140	6	2017	2017	NUM
awl-354	140	7	)	)	PUNCT
awl-354	140	8	noted	note	VERB
awl-354	140	9	that	that	SCONJ
awl-354	140	10	women	woman	NOUN
awl-354	140	11	who	who	PRON
awl-354	140	12	are	be	AUX
awl-354	140	13	promoted	promote	VERB
awl-354	140	14	to	to	ADP
awl-354	140	15	management	management	NOUN
awl-354	140	16	positions	position	NOUN
awl-354	140	17	in	in	ADP
awl-354	140	18	engineering	engineering	NOUN
awl-354	140	19	tend	tend	VERB
awl-354	140	20	to	to	PART
awl-354	140	21	suffer	suffer	VERB
awl-354	140	22	increased	increase	VERB
awl-354	140	23	work	work	NOUN
awl-354	140	24	-	-	PUNCT
awl-354	140	25	life	life	NOUN
awl-354	140	26	tension	tension	NOUN
awl-354	140	27	and	and	CCONJ
awl-354	140	28	may	may	AUX
awl-354	140	29	inadvertently	inadvertently	ADV
awl-354	140	30	reinforce	reinforce	VERB
awl-354	140	31	gender	gender	NOUN
awl-354	140	32	stereotypes	stereotype	NOUN
awl-354	140	33	associated	associate	VERB
awl-354	140	34	with	with	ADP
awl-354	140	35	taskrelated	taskrelated	ADJ
awl-354	140	36	efficacy	efficacy	NOUN
awl-354	140	37	.	.	PUNCT
awl-354	141	1	these	these	DET
awl-354	141	2	stereotypes	stereotype	NOUN
awl-354	141	3	include	include	VERB
awl-354	141	4	beliefs	belief	NOUN
awl-354	141	5	that	that	SCONJ
awl-354	141	6	women	woman	NOUN
awl-354	141	7	are	be	AUX
awl-354	141	8	communal	communal	ADJ
awl-354	141	9	,	,	PUNCT
awl-354	141	10	and	and	CCONJ
awl-354	141	11	men	man	NOUN
awl-354	141	12	tend	tend	VERB
awl-354	141	13	to	to	PART
awl-354	141	14	be	be	AUX
awl-354	141	15	agentic	agentic	ADJ
awl-354	141	16	(	(	PUNCT
awl-354	141	17	diaz	diaz	PROPN
awl-354	141	18	&	&	CCONJ
awl-354	141	19	lituchy	lituchy	PROPN
awl-354	141	20	,	,	PUNCT
awl-354	141	21	2020	2020	NUM
awl-354	141	22	)	)	PUNCT
awl-354	141	23	.	.	PUNCT
awl-354	142	1	knowing	know	VERB
awl-354	142	2	that	that	SCONJ
awl-354	142	3	they	they	PRON
awl-354	142	4	are	be	AUX
awl-354	142	5	embedded	embed	VERB
awl-354	142	6	in	in	ADP
awl-354	142	7	a	a	DET
awl-354	142	8	male	male	NOUN
awl-354	142	9	-	-	PUNCT
awl-354	142	10	centered	center	VERB
awl-354	142	11	environment	environment	NOUN
awl-354	142	12	seems	seem	VERB
awl-354	142	13	to	to	PART
awl-354	142	14	give	give	VERB
awl-354	142	15	women	woman	NOUN
awl-354	142	16	in	in	ADP
awl-354	142	17	stem	stem	NOUN
awl-354	142	18	a	a	DET
awl-354	142	19	sense	sense	NOUN
awl-354	142	20	of	of	ADP
awl-354	142	21	pride	pride	NOUN
awl-354	142	22	,	,	PUNCT
awl-354	142	23	which	which	PRON
awl-354	142	24	can	can	AUX
awl-354	142	25	be	be	AUX
awl-354	142	26	leveraged	leverage	VERB
awl-354	142	27	with	with	ADP
awl-354	142	28	the	the	DET
awl-354	142	29	help	help	NOUN
awl-354	142	30	of	of	ADP
awl-354	142	31	a	a	DET
awl-354	142	32	good	good	ADJ
awl-354	142	33	role	role	NOUN
awl-354	142	34	model	model	NOUN
awl-354	142	35	(	(	PUNCT
awl-354	142	36	morganson	morganson	NOUN
awl-354	142	37	et	et	PROPN
awl-354	142	38	al	al	PROPN
awl-354	142	39	.	.	PROPN
awl-354	142	40	,	,	PUNCT
awl-354	142	41	2015	2015	NUM
awl-354	142	42	)	)	PUNCT
awl-354	142	43	.	.	PUNCT
awl-354	143	1	several	several	ADJ
awl-354	143	2	researchers	researcher	NOUN
awl-354	143	3	(	(	PUNCT
awl-354	143	4	athalye	athalye	PROPN
awl-354	143	5	,	,	PUNCT
awl-354	143	6	2009	2009	NUM
awl-354	143	7	;	;	PUNCT
awl-354	143	8	kim	kim	PROPN
awl-354	143	9	et	et	PROPN
awl-354	143	10	al	al	PROPN
awl-354	143	11	.	.	PROPN
awl-354	143	12	,	,	PUNCT
awl-354	143	13	2011	2011	NUM
awl-354	143	14	;	;	PUNCT
awl-354	143	15	mackie	mackie	NOUN
awl-354	143	16	,	,	PUNCT
awl-354	143	17	2014	2014	NUM
awl-354	143	18	;	;	PUNCT
awl-354	143	19	mcinnes	mcinne	NOUN
awl-354	143	20	,	,	PUNCT
awl-354	143	21	2009	2009	NUM
awl-354	143	22	;	;	PUNCT
awl-354	143	23	watts	watts	PROPN
awl-354	143	24	&	&	CCONJ
awl-354	143	25	corrie	corrie	PROPN
awl-354	143	26	,	,	PUNCT
awl-354	143	27	2013	2013	NUM
awl-354	143	28	)	)	PUNCT
awl-354	143	29	have	have	AUX
awl-354	143	30	noted	note	VERB
awl-354	143	31	the	the	DET
awl-354	143	32	use	use	NOUN
awl-354	143	33	of	of	ADP
awl-354	143	34	role	role	NOUN
awl-354	143	35	models	model	NOUN
awl-354	143	36	is	be	AUX
awl-354	143	37	consistent	consistent	ADJ
awl-354	143	38	with	with	ADP
awl-354	143	39	transformational	transformational	ADJ
awl-354	143	40	leadership	leadership	NOUN
awl-354	143	41	.	.	PUNCT
awl-354	144	1	thus	thus	ADV
awl-354	144	2	,	,	PUNCT
awl-354	144	3	we	we	PRON
awl-354	144	4	believe	believe	VERB
awl-354	144	5	that	that	SCONJ
awl-354	144	6	women	woman	NOUN
awl-354	144	7	involved	involve	VERB
awl-354	144	8	in	in	ADP
awl-354	144	9	cs&e	cs&e	PROPN
awl-354	144	10	fields	field	NOUN
awl-354	144	11	can	can	AUX
awl-354	144	12	benefit	benefit	VERB
awl-354	144	13	from	from	ADP
awl-354	144	14	personalized	personalized	ADJ
awl-354	144	15	attention	attention	NOUN
awl-354	144	16	provided	provide	VERB
awl-354	144	17	by	by	ADP
awl-354	144	18	transformational	transformational	ADJ
awl-354	144	19	leaders	leader	NOUN
awl-354	144	20	around	around	ADP
awl-354	144	21	them	they	PRON
awl-354	144	22	and	and	CCONJ
awl-354	144	23	reduce	reduce	VERB
awl-354	144	24	the	the	DET
awl-354	144	25	effects	effect	NOUN
awl-354	144	26	of	of	ADP
awl-354	144	27	the	the	DET
awl-354	144	28	social	social	ADJ
awl-354	144	29	barriers	barrier	NOUN
awl-354	144	30	that	that	PRON
awl-354	144	31	affect	affect	VERB
awl-354	144	32	their	their	PRON
awl-354	144	33	career	career	NOUN
awl-354	144	34	choices	choice	NOUN
awl-354	144	35	and	and	CCONJ
awl-354	144	36	progress	progress	NOUN
awl-354	144	37	.	.	PUNCT
awl-354	145	1	overcoming	overcome	VERB
awl-354	145	2	gender	gender	NOUN
awl-354	145	3	-	-	PUNCT
awl-354	145	4	biased	bias	VERB
awl-354	145	5	corporate	corporate	ADJ
awl-354	145	6	cultures	culture	NOUN
awl-354	145	7	.	.	PUNCT
awl-354	146	1	while	while	SCONJ
awl-354	146	2	women	woman	NOUN
awl-354	146	3	continue	continue	VERB
awl-354	146	4	to	to	PART
awl-354	146	5	be	be	AUX
awl-354	146	6	underrepresented	underrepresente	VERB
awl-354	146	7	in	in	ADP
awl-354	146	8	cs&e	cs&e	PROPN
awl-354	146	9	due	due	ADP
awl-354	146	10	to	to	ADP
awl-354	146	11	stagnant	stagnant	ADJ
awl-354	146	12	or	or	CCONJ
awl-354	146	13	decreasing	decrease	VERB
awl-354	146	14	enrollment	enrollment	NOUN
awl-354	146	15	in	in	ADP
awl-354	146	16	undergraduate	undergraduate	NOUN
awl-354	146	17	and	and	CCONJ
awl-354	146	18	graduate	graduate	NOUN
awl-354	146	19	programs	program	NOUN
awl-354	146	20	in	in	ADP
awl-354	146	21	these	these	DET
awl-354	146	22	domains	domain	NOUN
awl-354	146	23	,	,	PUNCT
awl-354	146	24	there	there	PRON
awl-354	146	25	is	be	VERB
awl-354	146	26	still	still	ADV
awl-354	146	27	much	much	ADJ
awl-354	146	28	educational	educational	ADJ
awl-354	146	29	organizations	organization	NOUN
awl-354	146	30	can	can	AUX
awl-354	146	31	do	do	VERB
awl-354	146	32	to	to	PART
awl-354	146	33	help	help	VERB
awl-354	146	34	reduce	reduce	VERB
awl-354	146	35	the	the	DET
awl-354	146	36	gender	gender	NOUN
awl-354	146	37	gap	gap	NOUN
awl-354	146	38	and	and	CCONJ
awl-354	146	39	promote	promote	VERB
awl-354	146	40	innovation	innovation	NOUN
awl-354	146	41	.	.	PUNCT
awl-354	147	1	psychogios	psychogio	NOUN
awl-354	147	2	(	(	PUNCT
awl-354	147	3	2007	2007	NUM
awl-354	147	4	)	)	PUNCT
awl-354	147	5	noted	note	VERB
awl-354	147	6	that	that	SCONJ
awl-354	147	7	organizations	organization	NOUN
awl-354	147	8	are	be	AUX
awl-354	147	9	going	go	VERB
awl-354	147	10	through	through	ADP
awl-354	147	11	an	an	DET
awl-354	147	12	exciting	exciting	ADJ
awl-354	147	13	point	point	NOUN
awl-354	147	14	in	in	ADP
awl-354	147	15	time	time	NOUN
awl-354	147	16	when	when	SCONJ
awl-354	147	17	women	woman	NOUN
awl-354	147	18	claim	claim	VERB
awl-354	147	19	a	a	DET
awl-354	147	20	greater	great	ADJ
awl-354	147	21	share	share	NOUN
awl-354	147	22	of	of	ADP
awl-354	147	23	management	management	NOUN
awl-354	147	24	jobs	job	NOUN
awl-354	147	25	and	and	CCONJ
awl-354	147	26	are	be	AUX
awl-354	147	27	finding	find	VERB
awl-354	147	28	ways	way	NOUN
awl-354	147	29	to	to	PART
awl-354	147	30	meet	meet	VERB
awl-354	147	31	performance	performance	NOUN
awl-354	147	32	expectations	expectation	NOUN
awl-354	147	33	consistent	consistent	ADJ
awl-354	147	34	with	with	ADP
awl-354	147	35	the	the	DET
awl-354	147	36	needs	need	NOUN
awl-354	147	37	of	of	ADP
awl-354	147	38	companies	company	NOUN
awl-354	147	39	that	that	PRON
awl-354	147	40	compete	compete	VERB
awl-354	147	41	in	in	ADP
awl-354	147	42	the	the	DET
awl-354	147	43	more	more	ADV
awl-354	147	44	diverse	diverse	ADJ
awl-354	147	45	and	and	CCONJ
awl-354	147	46	global	global	ADJ
awl-354	147	47	markets	market	NOUN
awl-354	147	48	.	.	PUNCT
awl-354	148	1	the	the	DET
awl-354	148	2	author	author	NOUN
awl-354	148	3	argued	argue	VERB
awl-354	148	4	that	that	SCONJ
awl-354	148	5	this	this	DET
awl-354	148	6	type	type	NOUN
awl-354	148	7	of	of	ADP
awl-354	148	8	environment	environment	NOUN
awl-354	148	9	has	have	AUX
awl-354	148	10	led	lead	VERB
awl-354	148	11	traditionally	traditionally	ADV
awl-354	148	12	male	male	ADJ
awl-354	148	13	occupations	occupation	NOUN
awl-354	148	14	to	to	PART
awl-354	148	15	become	become	VERB
awl-354	148	16	more	more	ADV
awl-354	148	17	feminine	feminine	ADJ
awl-354	148	18	,	,	PUNCT
awl-354	148	19	which	which	PRON
awl-354	148	20	,	,	PUNCT
awl-354	148	21	in	in	ADP
awl-354	148	22	turn	turn	NOUN
awl-354	148	23	,	,	PUNCT
awl-354	148	24	changes	change	VERB
awl-354	148	25	the	the	DET
awl-354	148	26	way	way	NOUN
awl-354	148	27	business	business	NOUN
awl-354	148	28	gets	get	AUX
awl-354	148	29	done	do	VERB
awl-354	148	30	.	.	PUNCT
awl-354	149	1	this	this	DET
awl-354	149	2	situation	situation	NOUN
awl-354	149	3	represents	represent	VERB
awl-354	149	4	an	an	DET
awl-354	149	5	opportunity	opportunity	NOUN
awl-354	149	6	for	for	ADP
awl-354	149	7	management	management	NOUN
awl-354	149	8	teams	team	NOUN
awl-354	149	9	that	that	PRON
awl-354	149	10	are	be	AUX
awl-354	149	11	slowly	slowly	ADV
awl-354	149	12	starting	start	VERB
awl-354	149	13	to	to	PART
awl-354	149	14	develop	develop	VERB
awl-354	149	15	more	more	ADJ
awl-354	149	16	gender	gender	NOUN
awl-354	149	17	-	-	PUNCT
awl-354	149	18	inclusive	inclusive	ADJ
awl-354	149	19	policies	policy	NOUN
awl-354	149	20	across	across	ADP
awl-354	149	21	a	a	DET
awl-354	149	22	variety	variety	NOUN
awl-354	149	23	of	of	ADP
awl-354	149	24	traditionally	traditionally	ADV
awl-354	149	25	male	male	NOUN
awl-354	149	26	-	-	PUNCT
awl-354	149	27	dominated	dominate	VERB
awl-354	149	28	industries	industry	NOUN
awl-354	149	29	.	.	PUNCT
awl-354	150	1	it	it	PRON
awl-354	150	2	has	have	AUX
awl-354	150	3	already	already	ADV
awl-354	150	4	been	be	AUX
awl-354	150	5	argued	argue	VERB
awl-354	150	6	that	that	SCONJ
awl-354	150	7	innovation	innovation	NOUN
awl-354	150	8	and	and	CCONJ
awl-354	150	9	creative	creative	ADJ
awl-354	150	10	problem	problem	NOUN
awl-354	150	11	solving	solving	NOUN
awl-354	150	12	are	be	AUX
awl-354	150	13	not	not	PART
awl-354	150	14	necessarily	necessarily	ADV
awl-354	150	15	gender	gender	NOUN
awl-354	150	16	-	-	PUNCT
awl-354	150	17	based	base	VERB
awl-354	150	18	,	,	PUNCT
awl-354	150	19	and	and	CCONJ
awl-354	150	20	that	that	SCONJ
awl-354	150	21	a	a	DET
awl-354	150	22	more	more	ADV
awl-354	150	23	diverse	diverse	ADJ
awl-354	150	24	work	work	NOUN
awl-354	150	25	environment	environment	NOUN
awl-354	150	26	promotes	promote	VERB
awl-354	150	27	creative	creative	ADJ
awl-354	150	28	thinking	thinking	NOUN
awl-354	150	29	.	.	PUNCT
awl-354	151	1	therefore	therefore	ADV
awl-354	151	2	,	,	PUNCT
awl-354	151	3	beyond	beyond	ADP
awl-354	151	4	simply	simply	ADV
awl-354	151	5	meeting	meet	VERB
awl-354	151	6	the	the	DET
awl-354	151	7	workforce	workforce	NOUN
awl-354	151	8	demand	demand	NOUN
awl-354	151	9	in	in	ADP
awl-354	151	10	cs&e	cs&e	PROPN
awl-354	151	11	,	,	PUNCT
awl-354	151	12	closing	close	VERB
awl-354	151	13	the	the	DET
awl-354	151	14	gender	gender	NOUN
awl-354	151	15	gap	gap	NOUN
awl-354	151	16	in	in	ADP
awl-354	151	17	organizations	organization	NOUN
awl-354	151	18	that	that	PRON
awl-354	151	19	exemplify	exemplify	VERB
awl-354	151	20	the	the	DET
awl-354	151	21	realities	reality	NOUN
awl-354	151	22	of	of	ADP
awl-354	151	23	the	the	DET
awl-354	151	24	new	new	ADJ
awl-354	151	25	economy	economy	NOUN
awl-354	151	26	is	be	AUX
awl-354	151	27	so	so	ADV
awl-354	151	28	important	important	ADJ
awl-354	151	29	.	.	PUNCT
awl-354	152	1	this	this	DET
awl-354	152	2	task	task	NOUN
awl-354	152	3	begins	begin	VERB
awl-354	152	4	with	with	ADP
awl-354	152	5	educators	educator	NOUN
awl-354	152	6	sharing	share	VERB
awl-354	152	7	research	research	NOUN
awl-354	152	8	on	on	ADP
awl-354	152	9	the	the	DET
awl-354	152	10	matter	matter	NOUN
awl-354	152	11	with	with	ADP
awl-354	152	12	their	their	PRON
awl-354	152	13	students	student	NOUN
awl-354	152	14	,	,	PUNCT
awl-354	152	15	which	which	PRON
awl-354	152	16	could	could	AUX
awl-354	152	17	help	help	VERB
awl-354	152	18	address	address	VERB
awl-354	152	19	outdated	outdated	ADJ
awl-354	152	20	beliefs	belief	NOUN
awl-354	152	21	about	about	ADP
awl-354	152	22	cs&e	cs&e	PROPN
awl-354	152	23	fields	field	NOUN
awl-354	152	24	being	be	AUX
awl-354	152	25	inherently	inherently	ADV
awl-354	152	26	masculine	masculine	ADJ
awl-354	152	27	.	.	PUNCT
awl-354	153	1	there	there	PRON
awl-354	153	2	is	be	VERB
awl-354	153	3	evidence	evidence	NOUN
awl-354	153	4	that	that	SCONJ
awl-354	153	5	an	an	DET
awl-354	153	6	integrative	integrative	ADJ
awl-354	153	7	leadership	leadership	NOUN
awl-354	153	8	approach	approach	NOUN
awl-354	153	9	has	have	AUX
awl-354	153	10	worked	work	VERB
awl-354	153	11	in	in	ADP
awl-354	153	12	the	the	DET
awl-354	153	13	cs&e	cs&e	PROPN
awl-354	153	14	industry	industry	NOUN
awl-354	153	15	,	,	PUNCT
awl-354	153	16	as	as	SCONJ
awl-354	153	17	documented	document	VERB
awl-354	153	18	by	by	ADP
awl-354	153	19	abdulai	abdulai	PROPN
awl-354	153	20	et	et	PROPN
awl-354	153	21	al	al	PROPN
awl-354	153	22	.	.	PROPN
awl-354	154	1	(	(	PUNCT
awl-354	154	2	2012	2012	NUM
awl-354	154	3	)	)	PUNCT
awl-354	154	4	who	who	PRON
awl-354	154	5	studied	study	VERB
awl-354	154	6	software	software	NOUN
awl-354	154	7	firms	firm	NOUN
awl-354	154	8	in	in	ADP
awl-354	154	9	south	south	PROPN
awl-354	154	10	africa	africa	PROPN
awl-354	154	11	and	and	CCONJ
awl-354	154	12	learned	learn	VERB
awl-354	154	13	that	that	SCONJ
awl-354	154	14	the	the	DET
awl-354	154	15	goal	goal	NOUN
awl-354	154	16	of	of	ADP
awl-354	154	17	securing	secure	VERB
awl-354	154	18	the	the	DET
awl-354	154	19	appropriate	appropriate	ADJ
awl-354	154	20	human	human	ADJ
awl-354	154	21	capital	capital	NOUN
awl-354	154	22	is	be	AUX
awl-354	154	23	better	well	ADV
awl-354	154	24	served	serve	VERB
awl-354	154	25	by	by	ADP
awl-354	154	26	having	have	VERB
awl-354	154	27	managers	manager	NOUN
awl-354	154	28	adopt	adopt	VERB
awl-354	154	29	a	a	DET
awl-354	154	30	transformational	transformational	ADJ
awl-354	154	31	leadership	leadership	NOUN
awl-354	154	32	approach	approach	NOUN
awl-354	154	33	to	to	PART
awl-354	154	34	manage	manage	VERB
awl-354	154	35	personnel	personnel	NOUN
awl-354	154	36	.	.	PUNCT
awl-354	155	1	therefore	therefore	ADV
awl-354	155	2	,	,	PUNCT
awl-354	155	3	transformational	transformational	ADJ
awl-354	155	4	leadership	leadership	NOUN
awl-354	155	5	beliefs	belief	NOUN
awl-354	155	6	and	and	CCONJ
awl-354	155	7	behaviors	behavior	NOUN
awl-354	155	8	have	have	AUX
awl-354	155	9	been	be	AUX
awl-354	155	10	sufficiently	sufficiently	ADV
awl-354	155	11	documented	document	VERB
awl-354	155	12	in	in	ADP
awl-354	155	13	the	the	DET
awl-354	155	14	literature	literature	NOUN
awl-354	155	15	as	as	ADP
awl-354	155	16	having	have	VERB
awl-354	155	17	a	a	DET
awl-354	155	18	positive	positive	ADJ
awl-354	155	19	effect	effect	NOUN
awl-354	155	20	on	on	ADP
awl-354	155	21	helping	help	VERB
awl-354	155	22	individuals	individual	NOUN
awl-354	155	23	from	from	ADP
awl-354	155	24	diverse	diverse	ADJ
awl-354	155	25	backgrounds	background	NOUN
awl-354	155	26	work	work	VERB
awl-354	155	27	together	together	ADV
awl-354	155	28	as	as	ADP
awl-354	155	29	cohesive	cohesive	ADJ
awl-354	155	30	units	unit	NOUN
awl-354	155	31	to	to	PART
awl-354	155	32	achieve	achieve	VERB
awl-354	155	33	superior	superior	ADJ
awl-354	155	34	results	result	NOUN
awl-354	155	35	due	due	ADP
awl-354	155	36	to	to	ADP
awl-354	155	37	the	the	DET
awl-354	155	38	added	add	VERB
awl-354	155	39	layers	layer	NOUN
awl-354	155	40	of	of	ADP
awl-354	155	41	talent	talent	NOUN
awl-354	155	42	available	available	ADJ
awl-354	155	43	.	.	PUNCT
awl-354	156	1	thus	thus	ADV
awl-354	156	2	,	,	PUNCT
awl-354	156	3	it	it	PRON
awl-354	156	4	is	be	AUX
awl-354	156	5	appropriate	appropriate	ADJ
awl-354	156	6	to	to	PART
awl-354	156	7	increase	increase	VERB
awl-354	156	8	transformational	transformational	ADJ
awl-354	156	9	leadership	leadership	NOUN
awl-354	156	10	among	among	ADP
awl-354	156	11	organizational	organizational	ADJ
awl-354	156	12	managers	manager	NOUN
awl-354	156	13	through	through	ADP
awl-354	156	14	the	the	DET
awl-354	156	15	different	different	ADJ
awl-354	156	16	methods	method	NOUN
awl-354	156	17	that	that	PRON
awl-354	156	18	have	have	AUX
awl-354	156	19	been	be	AUX
awl-354	156	20	developed	develop	VERB
awl-354	156	21	in	in	ADP
awl-354	156	22	the	the	DET
awl-354	156	23	literature	literature	NOUN
awl-354	156	24	.	.	PUNCT
awl-354	157	1	educators	educator	NOUN
awl-354	157	2	can	can	AUX
awl-354	157	3	influence	influence	VERB
awl-354	157	4	this	this	DET
awl-354	157	5	development	development	NOUN
awl-354	157	6	by	by	ADP
awl-354	157	7	teaching	teach	VERB
awl-354	157	8	future	future	ADJ
awl-354	157	9	managers	manager	NOUN
awl-354	157	10	and	and	CCONJ
awl-354	157	11	minority	minority	NOUN
awl-354	157	12	students	student	NOUN
awl-354	157	13	to	to	PART
awl-354	157	14	seek	seek	VERB
awl-354	157	15	out	out	ADP
awl-354	157	16	role	role	NOUN
awl-354	157	17	models	model	NOUN
awl-354	157	18	and	and	CCONJ
awl-354	157	19	engage	engage	VERB
awl-354	157	20	in	in	ADP
awl-354	157	21	leader	leader	NOUN
awl-354	157	22	-	-	PUNCT
awl-354	157	23	follower	follower	NOUN
awl-354	157	24	relationships	relationship	NOUN
awl-354	157	25	to	to	PART
awl-354	157	26	help	help	VERB
awl-354	157	27	them	they	PRON
awl-354	157	28	address	address	VERB
awl-354	157	29	long	long	ADV
awl-354	157	30	-	-	PUNCT
awl-354	157	31	standing	stand	VERB
awl-354	157	32	barriers	barrier	NOUN
awl-354	157	33	for	for	ADP
awl-354	157	34	inclusion	inclusion	NOUN
awl-354	157	35	and	and	CCONJ
awl-354	157	36	development	development	NOUN
awl-354	157	37	.	.	PUNCT
awl-354	158	1	summary	summary	NOUN
awl-354	158	2	of	of	ADP
awl-354	158	3	transformational	transformational	ADJ
awl-354	158	4	leadership	leadership	NOUN
awl-354	158	5	and	and	CCONJ
awl-354	158	6	the	the	DET
awl-354	158	7	gender	gender	NOUN
awl-354	158	8	gap	gap	NOUN
awl-354	158	9	in	in	ADP
awl-354	158	10	cs&e	cs&e	PROPN
awl-354	158	11	our	our	PRON
awl-354	158	12	intention	intention	NOUN
awl-354	158	13	in	in	ADP
awl-354	158	14	this	this	DET
awl-354	158	15	paper	paper	NOUN
awl-354	158	16	is	be	AUX
awl-354	158	17	to	to	PART
awl-354	158	18	integrate	integrate	VERB
awl-354	158	19	some	some	PRON
awl-354	158	20	of	of	ADP
awl-354	158	21	the	the	DET
awl-354	158	22	ways	way	NOUN
awl-354	158	23	transformational	transformational	ADJ
awl-354	158	24	leaders	leader	NOUN
awl-354	158	25	can	can	AUX
awl-354	158	26	help	help	VERB
awl-354	158	27	plug	plug	VERB
awl-354	158	28	the	the	DET
awl-354	158	29	leak	leak	NOUN
awl-354	158	30	in	in	ADP
awl-354	158	31	the	the	DET
awl-354	158	32	pipeline	pipeline	NOUN
awl-354	158	33	of	of	ADP
awl-354	158	34	women	woman	NOUN
awl-354	158	35	in	in	ADP
awl-354	158	36	broad	broad	ADJ
awl-354	158	37	cs&e	cs&e	ADJ
awl-354	158	38	domains	domain	NOUN
awl-354	158	39	.	.	PUNCT
awl-354	159	1	the	the	DET
awl-354	159	2	previous	previous	ADJ
awl-354	159	3	pages	page	NOUN
awl-354	159	4	have	have	AUX
awl-354	159	5	illustrated	illustrate	VERB
awl-354	159	6	that	that	SCONJ
awl-354	159	7	there	there	PRON
awl-354	159	8	is	be	VERB
awl-354	159	9	a	a	DET
awl-354	159	10	social	social	ADJ
awl-354	159	11	and	and	CCONJ
awl-354	159	12	economic	economic	ADJ
awl-354	159	13	problem	problem	NOUN
awl-354	159	14	resulting	result	VERB
awl-354	159	15	from	from	ADP
awl-354	159	16	the	the	DET
awl-354	159	17	pervasive	pervasive	ADJ
awl-354	159	18	underrepresentation	underrepresentation	NOUN
awl-354	159	19	of	of	ADP
awl-354	159	20	women	woman	NOUN
awl-354	159	21	in	in	ADP
awl-354	159	22	cs&e	cs&e	PROPN
awl-354	159	23	,	,	PUNCT
awl-354	159	24	which	which	PRON
awl-354	159	25	derives	derive	VERB
awl-354	159	26	from	from	ADP
awl-354	159	27	the	the	DET
awl-354	159	28	scarce	scarce	ADJ
awl-354	159	29	representation	representation	NOUN
awl-354	159	30	of	of	ADP
awl-354	159	31	young	young	ADJ
awl-354	159	32	women	woman	NOUN
awl-354	159	33	in	in	ADP
awl-354	159	34	stem	stem	NOUN
awl-354	159	35	-	-	PUNCT
awl-354	159	36	related	relate	VERB
awl-354	159	37	academic	academic	ADJ
awl-354	159	38	programs	program	NOUN
awl-354	159	39	and	and	CCONJ
awl-354	159	40	a	a	DET
awl-354	159	41	lack	lack	NOUN
awl-354	159	42	of	of	ADP
awl-354	159	43	concentrated	concentrated	ADJ
awl-354	159	44	effort	effort	NOUN
awl-354	159	45	on	on	ADP
awl-354	159	46	early	early	ADJ
awl-354	159	47	intervention	intervention	NOUN
awl-354	159	48	for	for	ADP
awl-354	159	49	stem	stem	NOUN
awl-354	159	50	identity	identity	NOUN
awl-354	159	51	formation	formation	NOUN
awl-354	159	52	.	.	PUNCT
awl-354	160	1	we	we	PRON
awl-354	160	2	have	have	AUX
awl-354	160	3	addressed	address	VERB
awl-354	160	4	several	several	ADJ
awl-354	160	5	key	key	ADJ
awl-354	160	6	points	point	NOUN
awl-354	160	7	that	that	PRON
awl-354	160	8	are	be	AUX
awl-354	160	9	relevant	relevant	ADJ
awl-354	160	10	to	to	ADP
awl-354	160	11	this	this	DET
awl-354	160	12	problem	problem	NOUN
awl-354	160	13	and	and	CCONJ
awl-354	160	14	have	have	AUX
awl-354	160	15	identified	identify	VERB
awl-354	160	16	some	some	DET
awl-354	160	17	solutions	solution	NOUN
awl-354	160	18	that	that	PRON
awl-354	160	19	are	be	AUX
awl-354	160	20	beginning	begin	VERB
awl-354	160	21	to	to	PART
awl-354	160	22	take	take	VERB
awl-354	160	23	place	place	NOUN
awl-354	160	24	through	through	ADP
awl-354	160	25	the	the	DET
awl-354	160	26	work	work	NOUN
awl-354	160	27	of	of	ADP
awl-354	160	28	transformational	transformational	ADJ
awl-354	160	29	leaders	leader	NOUN
awl-354	160	30	.	.	PUNCT
awl-354	161	1	table	table	NOUN
awl-354	161	2	1	1	NUM
awl-354	161	3	serves	serve	VERB
awl-354	161	4	as	as	ADP
awl-354	161	5	a	a	DET
awl-354	161	6	snapshot	snapshot	NOUN
awl-354	161	7	of	of	ADP
awl-354	161	8	that	that	DET
awl-354	161	9	argument	argument	NOUN
awl-354	161	10	.	.	PUNCT
awl-354	162	1	advancing	advance	VERB
awl-354	162	2	women	woman	NOUN
awl-354	162	3	in	in	ADP
awl-354	162	4	leadership	leadership	NOUN
awl-354	162	5	journal	journal	NOUN
awl-354	162	6	-	-	PUNCT
awl-354	162	7	volume	volume	NOUN
awl-354	162	8	40	40	NUM
awl-354	162	9	44	44	NUM
awl-354	162	10	table	table	NOUN
awl-354	162	11	1	1	NUM
awl-354	162	12	factors	factor	NOUN
awl-354	162	13	that	that	PRON
awl-354	162	14	negatively	negatively	ADV
awl-354	162	15	influence	influence	VERB
awl-354	162	16	female	female	ADJ
awl-354	162	17	participation	participation	NOUN
awl-354	162	18	in	in	ADP
awl-354	162	19	cs&e	cs&e	PROPN
awl-354	162	20	and	and	CCONJ
awl-354	162	21	proposed	propose	VERB
awl-354	162	22	solutions	solution	NOUN
awl-354	162	23	.	.	PUNCT
awl-354	163	1	barriers	barrier	NOUN
awl-354	163	2	for	for	ADP
awl-354	163	3	women	woman	NOUN
awl-354	163	4	in	in	ADP
awl-354	163	5	cs&e	cs&e	PROPN
awl-354	163	6	proposed	propose	VERB
awl-354	163	7	solutions	solution	NOUN
awl-354	163	8	segregation	segregation	NOUN
awl-354	163	9	of	of	ADP
awl-354	163	10	male	male	ADJ
awl-354	163	11	and	and	CCONJ
awl-354	163	12	female	female	ADJ
awl-354	163	13	students	student	NOUN
awl-354	163	14	in	in	ADP
awl-354	163	15	academic	academic	ADJ
awl-354	163	16	environments	environment	NOUN
awl-354	163	17	,	,	PUNCT
awl-354	163	18	which	which	PRON
awl-354	163	19	favor	favor	VERB
awl-354	163	20	the	the	DET
awl-354	163	21	role	role	NOUN
awl-354	163	22	of	of	ADP
awl-354	163	23	male	male	ADJ
awl-354	163	24	students	student	NOUN
awl-354	163	25	in	in	ADP
awl-354	163	26	stem	stem	NOUN
awl-354	163	27	or	or	CCONJ
awl-354	163	28	cs&e	cs&e	PROPN
awl-354	163	29	fields	field	NOUN
awl-354	163	30	(	(	PUNCT
awl-354	163	31	gonzález	gonzález	PROPN
awl-354	163	32	&	&	CCONJ
awl-354	163	33	pau	pau	PROPN
awl-354	163	34	,	,	PUNCT
awl-354	163	35	2011	2011	NUM
awl-354	163	36	;	;	PUNCT
awl-354	163	37	hughes	hughes	PROPN
awl-354	163	38	et	et	PROPN
awl-354	163	39	al	al	PROPN
awl-354	163	40	.	.	PROPN
awl-354	163	41	,	,	PUNCT
awl-354	163	42	2013	2013	NUM
awl-354	163	43	)	)	PUNCT
awl-354	163	44	.	.	PUNCT
awl-354	164	1	promote	promote	VERB
awl-354	164	2	the	the	DET
awl-354	164	3	enrollment	enrollment	NOUN
awl-354	164	4	of	of	ADP
awl-354	164	5	female	female	ADJ
awl-354	164	6	students	student	NOUN
awl-354	164	7	in	in	ADP
awl-354	164	8	introductory	introductory	ADJ
awl-354	164	9	cs&e	cs&e	PROPN
awl-354	164	10	courses	course	NOUN
awl-354	164	11	(	(	PUNCT
awl-354	164	12	master	master	NOUN
awl-354	164	13	et	et	PROPN
awl-354	164	14	al	al	PROPN
awl-354	164	15	.	.	PROPN
awl-354	164	16	,	,	PUNCT
awl-354	164	17	2016	2016	NUM
awl-354	164	18	)	)	PUNCT
awl-354	164	19	.	.	PUNCT
awl-354	165	1	develop	develop	VERB
awl-354	165	2	teaching	teaching	NOUN
awl-354	165	3	methods	method	NOUN
awl-354	165	4	and	and	CCONJ
awl-354	165	5	curricula	curricula	NOUN
awl-354	165	6	to	to	PART
awl-354	165	7	better	well	ADV
awl-354	165	8	serve	serve	VERB
awl-354	165	9	female	female	ADJ
awl-354	165	10	students	student	NOUN
awl-354	165	11	in	in	ADP
awl-354	165	12	cs&e	cs&e	ADJ
awl-354	165	13	academic	academic	ADJ
awl-354	165	14	programs	program	NOUN
awl-354	165	15	(	(	PUNCT
awl-354	165	16	fortenberry	fortenberry	PROPN
awl-354	165	17	&	&	CCONJ
awl-354	165	18	cady	cady	PROPN
awl-354	165	19	,	,	PUNCT
awl-354	165	20	2009	2009	NUM
awl-354	165	21	;	;	PUNCT
awl-354	165	22	brotman	brotman	NOUN
awl-354	165	23	&	&	CCONJ
awl-354	165	24	moore	moore	PROPN
awl-354	165	25	,	,	PUNCT
awl-354	165	26	2008	2008	NUM
awl-354	165	27	,	,	PUNCT
awl-354	165	28	as	as	SCONJ
awl-354	165	29	cited	cite	VERB
awl-354	165	30	in	in	ADP
awl-354	165	31	hughes	hughes	PROPN
awl-354	165	32	et	et	PROPN
awl-354	165	33	al	al	PROPN
awl-354	165	34	.	.	PROPN
awl-354	165	35	,	,	PUNCT
awl-354	165	36	2013	2013	NUM
awl-354	165	37	)	)	PUNCT
awl-354	165	38	.	.	PUNCT
awl-354	166	1	communicate	communicate	VERB
awl-354	166	2	with	with	ADP
awl-354	166	3	female	female	ADJ
awl-354	166	4	students	student	NOUN
awl-354	166	5	interested	interested	ADJ
awl-354	166	6	in	in	ADP
awl-354	166	7	pursuing	pursue	VERB
awl-354	166	8	careers	career	NOUN
awl-354	166	9	in	in	ADP
awl-354	166	10	stem	stem	NOUN
awl-354	166	11	or	or	CCONJ
awl-354	166	12	cs&e	cs&e	PROPN
awl-354	166	13	fields	field	NOUN
awl-354	166	14	to	to	PART
awl-354	166	15	find	find	VERB
awl-354	166	16	ways	way	NOUN
awl-354	166	17	to	to	PART
awl-354	166	18	guide	guide	VERB
awl-354	166	19	and	and	CCONJ
awl-354	166	20	support	support	VERB
awl-354	166	21	them	they	PRON
awl-354	166	22	toward	toward	ADP
awl-354	166	23	academic	academic	ADJ
awl-354	166	24	success	success	NOUN
awl-354	166	25	(	(	PUNCT
awl-354	166	26	cerf	cerf	PROPN
awl-354	166	27	&	&	CCONJ
awl-354	166	28	johnson	johnson	PROPN
awl-354	166	29	,	,	PUNCT
awl-354	166	30	2016	2016	NUM
awl-354	166	31	)	)	PUNCT
awl-354	166	32	.	.	PUNCT
awl-354	167	1	career	career	NOUN
awl-354	167	2	choice	choice	NOUN
awl-354	167	3	is	be	AUX
awl-354	167	4	influenced	influence	VERB
awl-354	167	5	by	by	ADP
awl-354	167	6	gender	gender	NOUN
awl-354	167	7	-	-	PUNCT
awl-354	167	8	based	base	VERB
awl-354	167	9	perceptions	perception	NOUN
awl-354	167	10	that	that	PRON
awl-354	167	11	lead	lead	VERB
awl-354	167	12	to	to	ADP
awl-354	167	13	misconceptions	misconception	NOUN
awl-354	167	14	regarding	regard	VERB
awl-354	167	15	the	the	DET
awl-354	167	16	role	role	NOUN
awl-354	167	17	of	of	ADP
awl-354	167	18	women	woman	NOUN
awl-354	167	19	in	in	ADP
awl-354	167	20	stem	stem	NOUN
awl-354	167	21	or	or	CCONJ
awl-354	167	22	cs&e	cs&e	PROPN
awl-354	167	23	fields	field	NOUN
awl-354	167	24	(	(	PUNCT
awl-354	167	25	cerf	cerf	PROPN
awl-354	167	26	&	&	CCONJ
awl-354	167	27	johnson	johnson	PROPN
awl-354	167	28	,	,	PUNCT
awl-354	167	29	2016	2016	NUM
awl-354	167	30	)	)	PUNCT
awl-354	167	31	.	.	PUNCT
awl-354	168	1	promote	promote	VERB
awl-354	168	2	the	the	DET
awl-354	168	3	fact	fact	NOUN
awl-354	168	4	that	that	SCONJ
awl-354	168	5	some	some	DET
awl-354	168	6	traditionally	traditionally	ADV
awl-354	168	7	male	male	ADJ
awl-354	168	8	dominated	dominate	VERB
awl-354	168	9	industries	industry	NOUN
awl-354	168	10	and	and	CCONJ
awl-354	168	11	occupations	occupation	NOUN
awl-354	168	12	are	be	AUX
awl-354	168	13	becoming	become	VERB
awl-354	168	14	more	more	ADV
awl-354	168	15	feminine	feminine	ADJ
awl-354	168	16	(	(	PUNCT
awl-354	168	17	psychogios	psychogio	NOUN
awl-354	168	18	,	,	PUNCT
awl-354	168	19	2007	2007	NUM
awl-354	168	20	)	)	PUNCT
awl-354	168	21	.	.	PUNCT
awl-354	169	1	develop	develop	VERB
awl-354	169	2	mentoring	mentor	VERB
awl-354	169	3	programs	program	NOUN
awl-354	169	4	for	for	ADP
awl-354	169	5	female	female	ADJ
awl-354	169	6	students	student	NOUN
awl-354	169	7	interested	interested	ADJ
awl-354	169	8	in	in	ADP
awl-354	169	9	pursuing	pursue	VERB
awl-354	169	10	careers	career	NOUN
awl-354	169	11	in	in	ADP
awl-354	169	12	cs&e	cs&e	PROPN
awl-354	169	13	(	(	PUNCT
awl-354	169	14	charyton	charyton	NOUN
awl-354	169	15	et	et	PROPN
awl-354	169	16	al	al	PROPN
awl-354	169	17	.	.	PROPN
awl-354	169	18	,	,	PUNCT
awl-354	169	19	2011	2011	NUM
awl-354	169	20	;	;	PUNCT
awl-354	169	21	fann	fann	PROPN
awl-354	169	22	&	&	CCONJ
awl-354	169	23	misa	misa	PROPN
awl-354	169	24	-	-	PUNCT
awl-354	169	25	escalante	escalante	PROPN
awl-354	169	26	,	,	PUNCT
awl-354	169	27	2011	2011	NUM
awl-354	169	28	;	;	PUNCT
awl-354	169	29	lewis	lewis	PROPN
awl-354	169	30	,	,	PUNCT
awl-354	169	31	2018	2018	NUM
awl-354	169	32	;	;	PUNCT
awl-354	169	33	morganson	morganson	NOUN
awl-354	169	34	,	,	PUNCT
awl-354	169	35	2015	2015	NUM
awl-354	169	36	)	)	PUNCT
awl-354	169	37	.	.	PUNCT
awl-354	170	1	there	there	PRON
awl-354	170	2	continues	continue	VERB
awl-354	170	3	to	to	PART
awl-354	170	4	be	be	AUX
awl-354	170	5	unsubstantiated	unsubstantiate	VERB
awl-354	170	6	preferences	preference	NOUN
awl-354	170	7	for	for	ADP
awl-354	170	8	men	man	NOUN
awl-354	170	9	in	in	ADP
awl-354	170	10	stem	stem	NOUN
awl-354	170	11	and	and	CCONJ
awl-354	170	12	cs&e	cs&e	PROPN
awl-354	170	13	fields	field	NOUN
awl-354	170	14	(	(	PUNCT
awl-354	170	15	reuben	reuben	PROPN
awl-354	170	16	et	et	PROPN
awl-354	170	17	al	al	PROPN
awl-354	170	18	.	.	PROPN
awl-354	170	19	,	,	PUNCT
awl-354	170	20	2014	2014	NUM
awl-354	170	21	)	)	PUNCT
awl-354	170	22	.	.	PUNCT
awl-354	171	1	challenge	challenge	VERB
awl-354	171	2	the	the	DET
awl-354	171	3	established	establish	VERB
awl-354	171	4	perceptions	perception	NOUN
awl-354	171	5	regarding	regard	VERB
awl-354	171	6	gender	gender	NOUN
awl-354	171	7	and	and	CCONJ
awl-354	171	8	performance	performance	NOUN
awl-354	171	9	by	by	ADP
awl-354	171	10	having	have	VERB
awl-354	171	11	female	female	ADJ
awl-354	171	12	workers	worker	NOUN
awl-354	171	13	conduct	conduct	VERB
awl-354	171	14	themselves	themselves	PRON
awl-354	171	15	in	in	ADP
awl-354	171	16	a	a	DET
awl-354	171	17	manner	manner	NOUN
awl-354	171	18	consistent	consistent	ADJ
awl-354	171	19	with	with	ADP
awl-354	171	20	their	their	PRON
awl-354	171	21	values	value	NOUN
awl-354	171	22	and	and	CCONJ
awl-354	171	23	capacity	capacity	NOUN
awl-354	171	24	(	(	PUNCT
awl-354	171	25	ahuja	ahuja	PROPN
awl-354	171	26	&	&	CCONJ
awl-354	171	27	thatcher	thatcher	PROPN
awl-354	171	28	,	,	PUNCT
awl-354	171	29	2005	2005	NUM
awl-354	171	30	;	;	PUNCT
awl-354	171	31	debebe	debebe	VERB
awl-354	171	32	,	,	PUNCT
awl-354	171	33	2010	2010	NUM
awl-354	171	34	;	;	PUNCT
awl-354	171	35	ng	ng	PROPN
awl-354	171	36	&	&	CCONJ
awl-354	171	37	sears	sears	PROPN
awl-354	171	38	,	,	PUNCT
awl-354	171	39	2012	2012	NUM
awl-354	171	40	)	)	PUNCT
awl-354	171	41	.	.	PUNCT
awl-354	172	1	note	note	NOUN
awl-354	172	2	:	:	PUNCT
awl-354	172	3	developed	develop	VERB
awl-354	172	4	by	by	ADP
awl-354	172	5	the	the	DET
awl-354	172	6	authors	author	NOUN
awl-354	172	7	.	.	PUNCT
awl-354	173	1	we	we	PRON
awl-354	173	2	consider	consider	VERB
awl-354	173	3	the	the	DET
awl-354	173	4	solutions	solution	NOUN
awl-354	173	5	in	in	ADP
awl-354	173	6	table	table	NOUN
awl-354	173	7	1	1	NUM
awl-354	173	8	to	to	PART
awl-354	173	9	be	be	AUX
awl-354	173	10	a	a	DET
awl-354	173	11	realistic	realistic	ADJ
awl-354	173	12	approach	approach	NOUN
awl-354	173	13	to	to	PART
awl-354	173	14	address	address	VERB
awl-354	173	15	the	the	DET
awl-354	173	16	gender	gender	NOUN
awl-354	173	17	gaps	gap	NOUN
awl-354	173	18	in	in	ADP
awl-354	173	19	cs&e	cs&e	PROPN
awl-354	173	20	,	,	PUNCT
awl-354	173	21	and	and	CCONJ
awl-354	173	22	the	the	DET
awl-354	173	23	broader	broad	ADJ
awl-354	173	24	leadership	leadership	NOUN
awl-354	173	25	problem	problem	NOUN
awl-354	173	26	.	.	PUNCT
awl-354	174	1	a	a	DET
awl-354	174	2	required	require	VERB
awl-354	174	3	condition	condition	NOUN
awl-354	174	4	is	be	AUX
awl-354	174	5	to	to	PART
awl-354	174	6	ensure	ensure	VERB
awl-354	174	7	that	that	SCONJ
awl-354	174	8	individuals	individual	NOUN
awl-354	174	9	exercise	exercise	VERB
awl-354	174	10	their	their	PRON
awl-354	174	11	critical	critical	ADJ
awl-354	174	12	thinking	thinking	NOUN
awl-354	174	13	skills	skill	NOUN
awl-354	174	14	,	,	PUNCT
awl-354	174	15	and	and	CCONJ
awl-354	174	16	question	question	NOUN
awl-354	174	17	forgone	forgone	NOUN
awl-354	174	18	conclusions	conclusion	NOUN
awl-354	174	19	and	and	CCONJ
awl-354	174	20	assumptions	assumption	NOUN
awl-354	174	21	that	that	PRON
awl-354	174	22	have	have	AUX
awl-354	174	23	been	be	AUX
awl-354	174	24	sustained	sustain	VERB
awl-354	174	25	through	through	ADP
awl-354	174	26	time	time	NOUN
awl-354	174	27	(	(	PUNCT
awl-354	174	28	zamudio	zamudio	NOUN
awl-354	174	29	et	et	PROPN
awl-354	174	30	al	al	PROPN
awl-354	174	31	.	.	PROPN
awl-354	174	32	,	,	PUNCT
awl-354	174	33	2008	2008	NUM
awl-354	174	34	)	)	PUNCT
awl-354	174	35	.	.	PUNCT
awl-354	175	1	while	while	SCONJ
awl-354	175	2	we	we	PRON
awl-354	175	3	believe	believe	VERB
awl-354	175	4	that	that	SCONJ
awl-354	175	5	the	the	DET
awl-354	175	6	transformational	transformational	ADJ
awl-354	175	7	leadership	leadership	NOUN
awl-354	175	8	approach	approach	NOUN
awl-354	175	9	in	in	ADP
awl-354	175	10	academia	academia	NOUN
awl-354	175	11	,	,	PUNCT
awl-354	175	12	corporations	corporation	NOUN
awl-354	175	13	,	,	PUNCT
awl-354	175	14	and	and	CCONJ
awl-354	175	15	social	social	ADJ
awl-354	175	16	groups	group	NOUN
awl-354	175	17	can	can	AUX
awl-354	175	18	be	be	AUX
awl-354	175	19	effective	effective	ADJ
awl-354	175	20	in	in	ADP
awl-354	175	21	addressing	address	VERB
awl-354	175	22	the	the	DET
awl-354	175	23	problems	problem	NOUN
awl-354	175	24	of	of	ADP
awl-354	175	25	representation	representation	NOUN
awl-354	175	26	described	describe	VERB
awl-354	175	27	throughout	throughout	ADP
awl-354	175	28	this	this	DET
awl-354	175	29	paper	paper	NOUN
awl-354	175	30	,	,	PUNCT
awl-354	175	31	we	we	PRON
awl-354	175	32	do	do	AUX
awl-354	175	33	not	not	PART
awl-354	175	34	believe	believe	VERB
awl-354	175	35	that	that	SCONJ
awl-354	175	36	the	the	DET
awl-354	175	37	discussion	discussion	NOUN
awl-354	175	38	should	should	AUX
awl-354	175	39	end	end	VERB
awl-354	175	40	there	there	ADV
awl-354	175	41	.	.	PUNCT
awl-354	176	1	in	in	ADP
awl-354	176	2	the	the	DET
awl-354	176	3	following	following	ADJ
awl-354	176	4	section	section	NOUN
awl-354	176	5	,	,	PUNCT
awl-354	176	6	we	we	PRON
awl-354	176	7	briefly	briefly	ADV
awl-354	176	8	share	share	VERB
awl-354	176	9	some	some	DET
awl-354	176	10	general	general	ADJ
awl-354	176	11	ideas	idea	NOUN
awl-354	176	12	for	for	ADP
awl-354	176	13	future	future	ADJ
awl-354	176	14	research	research	NOUN
awl-354	176	15	that	that	SCONJ
awl-354	176	16	in	in	ADP
awl-354	176	17	time	time	NOUN
awl-354	176	18	may	may	AUX
awl-354	176	19	lead	lead	VERB
awl-354	176	20	to	to	ADP
awl-354	176	21	sustained	sustained	ADJ
awl-354	176	22	equity	equity	NOUN
awl-354	176	23	,	,	PUNCT
awl-354	176	24	eliminating	eliminate	VERB
awl-354	176	25	gender	gender	NOUN
awl-354	176	26	as	as	ADP
awl-354	176	27	a	a	DET
awl-354	176	28	variable	variable	NOUN
awl-354	176	29	from	from	ADP
awl-354	176	30	questions	question	NOUN
awl-354	176	31	of	of	ADP
awl-354	176	32	representation	representation	NOUN
awl-354	176	33	and	and	CCONJ
awl-354	176	34	power	power	NOUN
awl-354	176	35	.	.	PUNCT
awl-354	177	1	future	future	ADJ
awl-354	177	2	research	research	NOUN
awl-354	177	3	educational	educational	ADJ
awl-354	177	4	,	,	PUNCT
awl-354	177	5	organizational	organizational	ADJ
awl-354	177	6	,	,	PUNCT
awl-354	177	7	and	and	CCONJ
awl-354	177	8	social	social	ADJ
awl-354	177	9	leaders	leader	NOUN
awl-354	177	10	are	be	AUX
awl-354	177	11	ultimately	ultimately	ADV
awl-354	177	12	responsible	responsible	ADJ
awl-354	177	13	for	for	ADP
awl-354	177	14	addressing	address	VERB
awl-354	177	15	the	the	DET
awl-354	177	16	gender	gender	NOUN
awl-354	177	17	gap	gap	NOUN
awl-354	177	18	in	in	ADP
awl-354	177	19	stemrelated	stemrelate	VERB
awl-354	177	20	fields	field	NOUN
awl-354	177	21	.	.	PUNCT
awl-354	178	1	however	however	ADV
awl-354	178	2	,	,	PUNCT
awl-354	178	3	more	more	ADJ
awl-354	178	4	work	work	NOUN
awl-354	178	5	on	on	ADP
awl-354	178	6	the	the	DET
awl-354	178	7	part	part	NOUN
awl-354	178	8	of	of	ADP
awl-354	178	9	scholars	scholar	NOUN
awl-354	178	10	is	be	AUX
awl-354	178	11	required	require	VERB
awl-354	178	12	to	to	PART
awl-354	178	13	better	well	ADV
awl-354	178	14	inform	inform	VERB
awl-354	178	15	the	the	DET
awl-354	178	16	decisions	decision	NOUN
awl-354	178	17	and	and	CCONJ
awl-354	178	18	practices	practice	NOUN
awl-354	178	19	of	of	ADP
awl-354	178	20	individuals	individual	NOUN
awl-354	178	21	trying	try	VERB
awl-354	178	22	to	to	PART
awl-354	178	23	make	make	VERB
awl-354	178	24	change	change	NOUN
awl-354	178	25	.	.	PUNCT
awl-354	179	1	we	we	PRON
awl-354	179	2	believe	believe	VERB
awl-354	179	3	we	we	PRON
awl-354	179	4	adequately	adequately	ADV
awl-354	179	5	represented	represent	VERB
awl-354	179	6	the	the	DET
awl-354	179	7	current	current	ADJ
awl-354	179	8	conversation	conversation	NOUN
awl-354	179	9	on	on	ADP
awl-354	179	10	the	the	DET
awl-354	179	11	issue	issue	NOUN
awl-354	179	12	,	,	PUNCT
awl-354	179	13	but	but	CCONJ
awl-354	179	14	there	there	PRON
awl-354	179	15	is	be	VERB
awl-354	179	16	much	much	ADV
awl-354	179	17	more	more	ADJ
awl-354	179	18	we	we	PRON
awl-354	179	19	would	would	AUX
awl-354	179	20	like	like	VERB
awl-354	179	21	to	to	PART
awl-354	179	22	know	know	VERB
awl-354	179	23	and	and	CCONJ
awl-354	179	24	discuss	discuss	VERB
awl-354	179	25	as	as	SCONJ
awl-354	179	26	we	we	PRON
awl-354	179	27	move	move	VERB
awl-354	179	28	forward	forward	ADV
awl-354	179	29	in	in	ADP
awl-354	179	30	trying	try	VERB
awl-354	179	31	to	to	PART
awl-354	179	32	help	help	VERB
awl-354	179	33	eliminate	eliminate	VERB
awl-354	179	34	gender	gender	NOUN
awl-354	179	35	as	as	ADP
awl-354	179	36	a	a	DET
awl-354	179	37	variable	variable	NOUN
awl-354	179	38	from	from	ADP
awl-354	179	39	any	any	DET
awl-354	179	40	question	question	NOUN
awl-354	179	41	of	of	ADP
awl-354	179	42	efficacy	efficacy	NOUN
awl-354	179	43	.	.	PUNCT
awl-354	180	1	we	we	PRON
awl-354	180	2	suggest	suggest	VERB
awl-354	180	3	the	the	DET
awl-354	180	4	following	follow	VERB
awl-354	180	5	areas	area	NOUN
awl-354	180	6	for	for	ADP
awl-354	180	7	future	future	ADJ
awl-354	180	8	research	research	NOUN
awl-354	180	9	:	:	PUNCT
awl-354	180	10	1	1	X
awl-354	180	11	.	.	X
awl-354	180	12	document	document	VERB
awl-354	180	13	the	the	DET
awl-354	180	14	results	result	NOUN
awl-354	180	15	from	from	ADP
awl-354	180	16	initiatives	initiative	NOUN
awl-354	180	17	taking	take	VERB
awl-354	180	18	place	place	NOUN
awl-354	180	19	in	in	ADP
awl-354	180	20	engineering	engineering	NOUN
awl-354	180	21	programs	program	NOUN
awl-354	180	22	aimed	aim	VERB
awl-354	180	23	at	at	ADP
awl-354	180	24	promoting	promote	VERB
awl-354	180	25	educational	educational	ADJ
awl-354	180	26	transformations	transformation	NOUN
awl-354	180	27	(	(	PUNCT
awl-354	180	28	reidsema	reidsema	NOUN
awl-354	180	29	et	et	NOUN
awl-354	180	30	al	al	PROPN
awl-354	180	31	.	.	PROPN
awl-354	180	32	,	,	PUNCT
awl-354	180	33	2013	2013	NUM
awl-354	180	34	)	)	PUNCT
awl-354	180	35	.	.	PUNCT
awl-354	181	1	intentional	intentional	ADJ
awl-354	181	2	efforts	effort	NOUN
awl-354	181	3	like	like	ADP
awl-354	181	4	these	these	PRON
awl-354	181	5	are	be	AUX
awl-354	181	6	examples	example	NOUN
awl-354	181	7	of	of	ADP
awl-354	181	8	transformational	transformational	ADJ
awl-354	181	9	leadership	leadership	NOUN
awl-354	181	10	in	in	ADP
awl-354	181	11	action	action	NOUN
awl-354	181	12	,	,	PUNCT
awl-354	181	13	which	which	PRON
awl-354	181	14	should	should	AUX
awl-354	181	15	yield	yield	VERB
awl-354	181	16	positive	positive	ADJ
awl-354	181	17	results	result	NOUN
awl-354	181	18	in	in	ADP
awl-354	181	19	terms	term	NOUN
awl-354	181	20	of	of	ADP
awl-354	181	21	gender	gender	NOUN
awl-354	181	22	equity	equity	NOUN
awl-354	181	23	.	.	PUNCT
awl-354	182	1	2	2	X
awl-354	182	2	.	.	X
awl-354	182	3	examine	examine	VERB
awl-354	182	4	the	the	DET
awl-354	182	5	effects	effect	NOUN
awl-354	182	6	of	of	ADP
awl-354	182	7	action	action	NOUN
awl-354	182	8	-	-	PUNCT
awl-354	182	9	learning	learning	NOUN
awl-354	182	10	,	,	PUNCT
awl-354	182	11	personalized	personalized	ADJ
awl-354	182	12	,	,	PUNCT
awl-354	182	13	student	student	NOUN
awl-354	182	14	-	-	PUNCT
awl-354	182	15	centered	center	VERB
awl-354	182	16	educational	educational	ADJ
awl-354	182	17	approaches	approach	NOUN
awl-354	182	18	on	on	ADP
awl-354	182	19	student	student	NOUN
awl-354	182	20	learning	learning	NOUN
awl-354	182	21	and	and	CCONJ
awl-354	182	22	development	development	NOUN
awl-354	182	23	in	in	ADP
awl-354	182	24	engineering	engineering	NOUN
awl-354	182	25	programs	program	NOUN
awl-354	182	26	(	(	PUNCT
awl-354	182	27	stappenbelt	stappenbelt	ADJ
awl-354	182	28	,	,	PUNCT
awl-354	182	29	2010	2010	NUM
awl-354	182	30	)	)	PUNCT
awl-354	182	31	.	.	PUNCT
awl-354	183	1	this	this	DET
awl-354	183	2	approach	approach	NOUN
awl-354	183	3	,	,	PUNCT
awl-354	183	4	given	give	VERB
awl-354	183	5	its	its	PRON
awl-354	183	6	individual	individual	ADJ
awl-354	183	7	nature	nature	NOUN
awl-354	183	8	,	,	PUNCT
awl-354	183	9	holds	hold	VERB
awl-354	183	10	the	the	DET
awl-354	183	11	promise	promise	NOUN
awl-354	183	12	of	of	ADP
awl-354	183	13	minimizing	minimize	VERB
awl-354	183	14	gendered	gendere	VERB
awl-354	183	15	effects	effect	NOUN
awl-354	183	16	because	because	SCONJ
awl-354	183	17	it	it	PRON
awl-354	183	18	is	be	AUX
awl-354	183	19	based	base	VERB
awl-354	183	20	on	on	ADP
awl-354	183	21	the	the	DET
awl-354	183	22	needs	need	NOUN
awl-354	183	23	and	and	CCONJ
awl-354	183	24	characteristics	characteristic	NOUN
awl-354	183	25	of	of	ADP
awl-354	183	26	individual	individual	ADJ
awl-354	183	27	students	student	NOUN
awl-354	183	28	.	.	PUNCT
awl-354	184	1	3	3	X
awl-354	184	2	.	.	X
awl-354	184	3	review	review	VERB
awl-354	184	4	the	the	DET
awl-354	184	5	results	result	NOUN
awl-354	184	6	from	from	ADP
awl-354	184	7	curricular	curricular	ADJ
awl-354	184	8	and	and	CCONJ
awl-354	184	9	co	co	ADJ
awl-354	184	10	-	-	ADJ
awl-354	184	11	curricular	curricular	ADJ
awl-354	184	12	changes	change	NOUN
awl-354	184	13	designed	design	VERB
awl-354	184	14	to	to	PART
awl-354	184	15	include	include	VERB
awl-354	184	16	leadership	leadership	NOUN
awl-354	184	17	theory	theory	NOUN
awl-354	184	18	in	in	ADP
awl-354	184	19	engineering	engineering	NOUN
awl-354	184	20	undergraduate	undergraduate	NOUN
awl-354	184	21	programs	program	NOUN
awl-354	184	22	(	(	PUNCT
awl-354	184	23	kotnour	kotnour	VERB
awl-354	184	24	et	et	PROPN
awl-354	184	25	al	al	PROPN
awl-354	184	26	.	.	PROPN
awl-354	184	27	,	,	PUNCT
awl-354	184	28	2013	2013	NUM
awl-354	184	29	)	)	PUNCT
awl-354	184	30	.	.	PUNCT
awl-354	185	1	we	we	PRON
awl-354	185	2	believe	believe	VERB
awl-354	185	3	that	that	SCONJ
awl-354	185	4	exposing	expose	VERB
awl-354	185	5	engineering	engineering	NOUN
awl-354	185	6	students	student	NOUN
awl-354	185	7	to	to	ADP
awl-354	185	8	leadership	leadership	NOUN
awl-354	185	9	models	model	NOUN
awl-354	185	10	can	can	AUX
awl-354	185	11	help	help	VERB
awl-354	185	12	them	they	PRON
awl-354	185	13	understand	understand	VERB
awl-354	185	14	their	their	PRON
awl-354	185	15	role	role	NOUN
awl-354	185	16	as	as	ADP
awl-354	185	17	change	change	NOUN
awl-354	185	18	agents	agent	NOUN
awl-354	185	19	and	and	CCONJ
awl-354	185	20	help	help	VERB
awl-354	185	21	close	close	VERB
awl-354	185	22	the	the	DET
awl-354	185	23	gender	gender	NOUN
awl-354	185	24	gap	gap	NOUN
awl-354	185	25	in	in	ADP
awl-354	185	26	stem	stem	NOUN
awl-354	185	27	-	-	PUNCT
awl-354	185	28	related	relate	VERB
awl-354	185	29	fields	field	NOUN
awl-354	185	30	.	.	PUNCT
awl-354	186	1	4	4	X
awl-354	186	2	.	.	X
awl-354	186	3	making	make	VERB
awl-354	186	4	process	process	NOUN
awl-354	186	5	of	of	ADP
awl-354	186	6	educators	educator	NOUN
awl-354	186	7	,	,	PUNCT
awl-354	186	8	organizational	organizational	ADJ
awl-354	186	9	leaders	leader	NOUN
awl-354	186	10	,	,	PUNCT
awl-354	186	11	and	and	CCONJ
awl-354	186	12	policymakers	policymaker	NOUN
awl-354	186	13	(	(	PUNCT
awl-354	186	14	wang	wang	PROPN
awl-354	186	15	&	&	CCONJ
awl-354	186	16	degol	degol	PROPN
awl-354	186	17	,	,	PUNCT
awl-354	186	18	2017	2017	NUM
awl-354	186	19	)	)	PUNCT
awl-354	186	20	.	.	PUNCT
awl-354	187	1	we	we	PRON
awl-354	187	2	believe	believe	VERB
awl-354	187	3	it	it	PRON
awl-354	187	4	takes	take	VERB
awl-354	187	5	knowledgeable	knowledgeable	ADJ
awl-354	187	6	individuals	individual	NOUN
awl-354	187	7	to	to	PART
awl-354	187	8	arrange	arrange	VERB
awl-354	187	9	data	datum	NOUN
awl-354	187	10	in	in	ADP
awl-354	187	11	a	a	DET
awl-354	187	12	way	way	NOUN
awl-354	187	13	that	that	PRON
awl-354	187	14	people	people	NOUN
awl-354	187	15	from	from	ADP
awl-354	187	16	different	different	ADJ
awl-354	187	17	fields	field	NOUN
awl-354	187	18	can	can	AUX
awl-354	187	19	absorb	absorb	VERB
awl-354	187	20	and	and	CCONJ
awl-354	187	21	use	use	VERB
awl-354	187	22	to	to	PART
awl-354	187	23	develop	develop	VERB
awl-354	187	24	plans	plan	NOUN
awl-354	187	25	and	and	CCONJ
awl-354	187	26	execute	execute	VERB
awl-354	187	27	them	they	PRON
awl-354	187	28	.	.	PUNCT
awl-354	188	1	advancing	advance	VERB
awl-354	188	2	women	woman	NOUN
awl-354	188	3	in	in	ADP
awl-354	188	4	leadership	leadership	NOUN
awl-354	188	5	journal	journal	NOUN
awl-354	188	6	-	-	PUNCT
awl-354	188	7	volume	volume	NOUN
awl-354	188	8	40	40	NUM
awl-354	188	9	45	45	NUM
awl-354	188	10	conclusion	conclusion	NOUN
awl-354	188	11	educators	educator	NOUN
awl-354	188	12	in	in	ADP
awl-354	188	13	science	science	NOUN
awl-354	188	14	and	and	CCONJ
awl-354	188	15	engineering	engineering	NOUN
awl-354	188	16	disciplines	discipline	NOUN
awl-354	188	17	have	have	AUX
awl-354	188	18	taken	take	VERB
awl-354	188	19	notice	notice	NOUN
awl-354	188	20	of	of	ADP
awl-354	188	21	the	the	DET
awl-354	188	22	gender	gender	NOUN
awl-354	188	23	imbalance	imbalance	NOUN
awl-354	188	24	described	describe	VERB
awl-354	188	25	throughout	throughout	ADP
awl-354	188	26	this	this	DET
awl-354	188	27	paper	paper	NOUN
awl-354	188	28	,	,	PUNCT
awl-354	188	29	which	which	PRON
awl-354	188	30	is	be	AUX
awl-354	188	31	encouraging	encouraging	ADJ
awl-354	188	32	,	,	PUNCT
awl-354	188	33	but	but	CCONJ
awl-354	188	34	awareness	awareness	NOUN
awl-354	188	35	without	without	ADP
awl-354	188	36	action	action	NOUN
awl-354	188	37	is	be	AUX
awl-354	188	38	not	not	PART
awl-354	188	39	enough	enough	ADJ
awl-354	188	40	(	(	PUNCT
awl-354	188	41	blair	blair	PROPN
awl-354	188	42	et	et	PROPN
awl-354	188	43	al	al	PROPN
awl-354	188	44	.	.	PROPN
awl-354	188	45	,	,	PUNCT
awl-354	188	46	2017	2017	NUM
awl-354	188	47	)	)	PUNCT
awl-354	188	48	.	.	PUNCT
awl-354	189	1	marginalized	marginalize	VERB
awl-354	189	2	groups	group	NOUN
awl-354	189	3	of	of	ADP
awl-354	189	4	young	young	ADJ
awl-354	189	5	students	student	NOUN
awl-354	189	6	can	can	AUX
awl-354	189	7	overcome	overcome	VERB
awl-354	189	8	barriers	barrier	NOUN
awl-354	189	9	to	to	ADP
awl-354	189	10	growth	growth	NOUN
awl-354	189	11	by	by	ADP
awl-354	189	12	recognizing	recognize	VERB
awl-354	189	13	inequalities	inequality	NOUN
awl-354	189	14	and	and	CCONJ
awl-354	189	15	becoming	become	VERB
awl-354	189	16	involved	involve	VERB
awl-354	189	17	in	in	ADP
awl-354	189	18	activities	activity	NOUN
awl-354	189	19	to	to	PART
awl-354	189	20	address	address	VERB
awl-354	189	21	them	they	PRON
awl-354	189	22	(	(	PUNCT
awl-354	189	23	rapa	rapa	VERB
awl-354	189	24	et	et	PROPN
awl-354	189	25	al	al	PROPN
awl-354	189	26	.	.	PROPN
awl-354	189	27	,	,	PUNCT
awl-354	189	28	2018	2018	NUM
awl-354	189	29	)	)	PUNCT
awl-354	189	30	.	.	PUNCT
awl-354	190	1	educators	educator	NOUN
awl-354	190	2	can	can	AUX
awl-354	190	3	help	help	VERB
awl-354	190	4	start	start	VERB
awl-354	190	5	the	the	DET
awl-354	190	6	process	process	NOUN
awl-354	190	7	by	by	ADP
awl-354	190	8	having	have	VERB
awl-354	190	9	their	their	PRON
awl-354	190	10	students	student	NOUN
awl-354	190	11	inquire	inquire	VERB
awl-354	190	12	,	,	PUNCT
awl-354	190	13	become	become	VERB
awl-354	190	14	self	self	NOUN
awl-354	190	15	-	-	PUNCT
awl-354	190	16	aware	aware	ADJ
awl-354	190	17	,	,	PUNCT
awl-354	190	18	and	and	CCONJ
awl-354	190	19	take	take	VERB
awl-354	190	20	action	action	NOUN
awl-354	190	21	(	(	PUNCT
awl-354	190	22	boyle	boyle	NOUN
awl-354	190	23	-	-	PUNCT
awl-354	190	24	baise	baise	PROPN
awl-354	190	25	et	et	PROPN
awl-354	190	26	al	al	PROPN
awl-354	190	27	.	.	PROPN
awl-354	190	28	,	,	PUNCT
awl-354	190	29	2007	2007	NUM
awl-354	190	30	)	)	PUNCT
awl-354	190	31	.	.	PUNCT
awl-354	191	1	we	we	PRON
awl-354	191	2	believe	believe	VERB
awl-354	191	3	that	that	SCONJ
awl-354	191	4	this	this	PRON
awl-354	191	5	is	be	AUX
awl-354	191	6	taking	take	VERB
awl-354	191	7	place	place	NOUN
awl-354	191	8	in	in	ADP
awl-354	191	9	schools	school	NOUN
awl-354	191	10	at	at	ADP
awl-354	191	11	different	different	ADJ
awl-354	191	12	levels	level	NOUN
awl-354	191	13	;	;	PUNCT
awl-354	191	14	however	however	ADV
awl-354	191	15	,	,	PUNCT
awl-354	191	16	it	it	PRON
awl-354	191	17	is	be	AUX
awl-354	191	18	important	important	ADJ
awl-354	191	19	for	for	SCONJ
awl-354	191	20	educational	educational	ADJ
awl-354	191	21	and	and	CCONJ
awl-354	191	22	organizational	organizational	ADJ
awl-354	191	23	leaders	leader	NOUN
awl-354	191	24	to	to	PART
awl-354	191	25	create	create	VERB
awl-354	191	26	environments	environment	NOUN
awl-354	191	27	where	where	SCONJ
awl-354	191	28	this	this	DET
awl-354	191	29	kind	kind	NOUN
awl-354	191	30	of	of	ADP
awl-354	191	31	thinking	thinking	NOUN
awl-354	191	32	is	be	AUX
awl-354	191	33	encouraged	encourage	VERB
awl-354	191	34	(	(	PUNCT
awl-354	191	35	buxton	buxton	PROPN
awl-354	191	36	,	,	PUNCT
awl-354	191	37	2010	2010	NUM
awl-354	191	38	;	;	PUNCT
awl-354	191	39	kouzes	kouzes	PROPN
awl-354	191	40	&	&	CCONJ
awl-354	191	41	posner	posner	PROPN
awl-354	191	42	,	,	PUNCT
awl-354	191	43	2019	2019	NUM
awl-354	191	44	;	;	PUNCT
awl-354	191	45	zamudio	zamudio	NOUN
awl-354	191	46	et	et	PROPN
awl-354	191	47	al	al	PROPN
awl-354	191	48	.	.	PROPN
awl-354	191	49	,	,	PUNCT
awl-354	191	50	2008	2008	NUM
awl-354	191	51	)	)	PUNCT
awl-354	191	52	.	.	PUNCT
awl-354	192	1	we	we	PRON
awl-354	192	2	assert	assert	VERB
awl-354	192	3	that	that	SCONJ
awl-354	192	4	leaks	leak	NOUN
awl-354	192	5	in	in	ADP
awl-354	192	6	the	the	DET
awl-354	192	7	leadership	leadership	NOUN
awl-354	192	8	pipeline	pipeline	NOUN
awl-354	192	9	for	for	ADP
awl-354	192	10	women	woman	NOUN
awl-354	192	11	in	in	ADP
awl-354	192	12	cs&e	cs&e	PROPN
awl-354	192	13	begin	begin	VERB
awl-354	192	14	with	with	ADP
awl-354	192	15	the	the	DET
awl-354	192	16	marginalizing	marginalize	VERB
awl-354	192	17	experiences	experience	NOUN
awl-354	192	18	of	of	ADP
awl-354	192	19	young	young	ADJ
awl-354	192	20	women	woman	NOUN
awl-354	192	21	and	and	CCONJ
awl-354	192	22	follow	follow	VERB
awl-354	192	23	through	through	ADP
awl-354	192	24	to	to	ADP
awl-354	192	25	ongoing	ongoing	ADJ
awl-354	192	26	stereotypes	stereotype	NOUN
awl-354	192	27	that	that	PRON
awl-354	192	28	affect	affect	VERB
awl-354	192	29	women	woman	NOUN
awl-354	192	30	’s	’s	PART
awl-354	192	31	success	success	NOUN
awl-354	192	32	in	in	ADP
awl-354	192	33	cs&e	cs&e	PROPN
awl-354	192	34	domains	domain	NOUN
awl-354	192	35	across	across	ADP
awl-354	192	36	industry	industry	NOUN
awl-354	192	37	and	and	CCONJ
awl-354	192	38	academia	academia	NOUN
awl-354	192	39	.	.	PUNCT
awl-354	193	1	today	today	NOUN
awl-354	193	2	,	,	PUNCT
awl-354	193	3	this	this	DET
awl-354	193	4	historic	historic	ADJ
awl-354	193	5	marginalization	marginalization	NOUN
awl-354	193	6	has	have	AUX
awl-354	193	7	resulted	result	VERB
awl-354	193	8	in	in	ADP
awl-354	193	9	women	woman	NOUN
awl-354	193	10	being	be	AUX
awl-354	193	11	positioned	position	VERB
awl-354	193	12	as	as	ADP
awl-354	193	13	stigmatized	stigmatize	VERB
awl-354	193	14	groups	group	NOUN
awl-354	193	15	with	with	ADP
awl-354	193	16	many	many	ADJ
awl-354	193	17	stem	stem	NOUN
awl-354	193	18	-	-	PUNCT
awl-354	193	19	related	relate	VERB
awl-354	193	20	domains	domain	NOUN
awl-354	193	21	(	(	PUNCT
awl-354	193	22	hughes	hughe	NOUN
awl-354	193	23	et	et	PROPN
awl-354	193	24	al	al	PROPN
awl-354	193	25	.	.	PROPN
awl-354	193	26	,	,	PUNCT
awl-354	193	27	2013	2013	NUM
awl-354	193	28	)	)	PUNCT
awl-354	193	29	,	,	PUNCT
awl-354	193	30	and	and	CCONJ
awl-354	193	31	is	be	AUX
awl-354	193	32	the	the	DET
awl-354	193	33	core	core	NOUN
awl-354	193	34	problem	problem	NOUN
awl-354	193	35	in	in	ADP
awl-354	193	36	a	a	DET
awl-354	193	37	widening	widen	VERB
awl-354	193	38	gender	gender	NOUN
awl-354	193	39	inequity	inequity	NOUN
awl-354	193	40	in	in	ADP
awl-354	193	41	women	woman	NOUN
awl-354	193	42	’s	’s	PART
awl-354	193	43	roles	role	NOUN
awl-354	193	44	in	in	ADP
awl-354	193	45	cs&e	cs&e	PROPN
awl-354	193	46	.	.	PUNCT
awl-354	194	1	ultimately	ultimately	ADV
awl-354	194	2	this	this	DET
awl-354	194	3	problem	problem	NOUN
awl-354	194	4	extends	extend	VERB
awl-354	194	5	beyond	beyond	ADP
awl-354	194	6	a	a	DET
awl-354	194	7	lack	lack	NOUN
awl-354	194	8	of	of	ADP
awl-354	194	9	inclusion	inclusion	NOUN
awl-354	194	10	of	of	ADP
awl-354	194	11	women	woman	NOUN
awl-354	194	12	and	and	CCONJ
awl-354	194	13	is	be	AUX
awl-354	194	14	an	an	DET
awl-354	194	15	urgent	urgent	ADJ
awl-354	194	16	diversity	diversity	NOUN
awl-354	194	17	problem	problem	NOUN
awl-354	194	18	and	and	CCONJ
awl-354	194	19	a	a	DET
awl-354	194	20	leadership	leadership	NOUN
awl-354	194	21	imperative	imperative	NOUN
awl-354	194	22	.	.	PUNCT
awl-354	195	1	we	we	PRON
awl-354	195	2	explained	explain	VERB
awl-354	195	3	that	that	SCONJ
awl-354	195	4	this	this	DET
awl-354	195	5	marginalization	marginalization	NOUN
awl-354	195	6	may	may	AUX
awl-354	195	7	not	not	PART
awl-354	195	8	occur	occur	VERB
awl-354	195	9	consciously	consciously	ADV
awl-354	195	10	,	,	PUNCT
awl-354	195	11	but	but	CCONJ
awl-354	195	12	that	that	SCONJ
awl-354	195	13	it	it	PRON
awl-354	195	14	may	may	AUX
awl-354	195	15	be	be	AUX
awl-354	195	16	part	part	NOUN
awl-354	195	17	of	of	ADP
awl-354	195	18	the	the	DET
awl-354	195	19	way	way	NOUN
awl-354	195	20	in	in	ADP
awl-354	195	21	which	which	PRON
awl-354	195	22	we	we	PRON
awl-354	195	23	approach	approach	VERB
awl-354	195	24	early	early	ADJ
awl-354	195	25	stem	stem	NOUN
awl-354	195	26	education	education	NOUN
awl-354	195	27	and	and	CCONJ
awl-354	195	28	identity	identity	NOUN
awl-354	195	29	formation	formation	NOUN
awl-354	195	30	,	,	PUNCT
awl-354	195	31	how	how	SCONJ
awl-354	195	32	we	we	PRON
awl-354	195	33	make	make	VERB
awl-354	195	34	gender	gender	NOUN
awl-354	195	35	-	-	PUNCT
awl-354	195	36	based	base	VERB
awl-354	195	37	assumptions	assumption	NOUN
awl-354	195	38	and	and	CCONJ
awl-354	195	39	set	set	VERB
awl-354	195	40	expectations	expectation	NOUN
awl-354	195	41	,	,	PUNCT
awl-354	195	42	and	and	CCONJ
awl-354	195	43	how	how	SCONJ
awl-354	195	44	we	we	PRON
awl-354	195	45	create	create	VERB
awl-354	195	46	environments	environment	NOUN
awl-354	195	47	that	that	PRON
awl-354	195	48	affect	affect	VERB
awl-354	195	49	the	the	DET
awl-354	195	50	success	success	NOUN
awl-354	195	51	of	of	ADP
awl-354	195	52	professional	professional	ADJ
awl-354	195	53	women	woman	NOUN
awl-354	195	54	,	,	PUNCT
awl-354	195	55	regardless	regardless	ADV
awl-354	195	56	of	of	ADP
awl-354	195	57	occupation	occupation	NOUN
awl-354	195	58	.	.	PUNCT
awl-354	196	1	we	we	PRON
awl-354	196	2	believe	believe	VERB
awl-354	196	3	that	that	SCONJ
awl-354	196	4	it	it	PRON
awl-354	196	5	is	be	AUX
awl-354	196	6	through	through	ADP
awl-354	196	7	a	a	DET
awl-354	196	8	transformational	transformational	ADJ
awl-354	196	9	leadership	leadership	NOUN
awl-354	196	10	approach	approach	NOUN
awl-354	196	11	that	that	PRON
awl-354	196	12	we	we	PRON
awl-354	196	13	may	may	AUX
awl-354	196	14	address	address	VERB
awl-354	196	15	and	and	CCONJ
awl-354	196	16	overcome	overcome	VERB
awl-354	196	17	these	these	DET
awl-354	196	18	barriers	barrier	NOUN
awl-354	196	19	,	,	PUNCT
awl-354	196	20	given	give	VERB
awl-354	196	21	the	the	DET
awl-354	196	22	research	research	NOUN
awl-354	196	23	that	that	PRON
awl-354	196	24	is	be	AUX
awl-354	196	25	available	available	ADJ
awl-354	196	26	today	today	NOUN
awl-354	196	27	.	.	PUNCT
awl-354	197	1	the	the	DET
awl-354	197	2	basic	basic	ADJ
awl-354	197	3	assumption	assumption	NOUN
awl-354	197	4	is	be	AUX
awl-354	197	5	that	that	SCONJ
awl-354	197	6	young	young	ADJ
awl-354	197	7	women	woman	NOUN
awl-354	197	8	can	can	AUX
awl-354	197	9	be	be	AUX
awl-354	197	10	supported	support	VERB
awl-354	197	11	as	as	SCONJ
awl-354	197	12	they	they	PRON
awl-354	197	13	look	look	VERB
awl-354	197	14	through	through	ADP
awl-354	197	15	the	the	DET
awl-354	197	16	stereotypes	stereotype	NOUN
awl-354	197	17	regarding	regard	VERB
awl-354	197	18	male	male	ADJ
awl-354	197	19	and	and	CCONJ
awl-354	197	20	female	female	ADJ
awl-354	197	21	occupations	occupation	NOUN
awl-354	197	22	,	,	PUNCT
awl-354	197	23	and	and	CCONJ
awl-354	197	24	focus	focus	VERB
awl-354	197	25	on	on	ADP
awl-354	197	26	adding	add	VERB
awl-354	197	27	value	value	NOUN
awl-354	197	28	to	to	ADP
awl-354	197	29	their	their	PRON
awl-354	197	30	organizations	organization	NOUN
awl-354	197	31	,	,	PUNCT
awl-354	197	32	regardless	regardless	ADV
awl-354	197	33	of	of	ADP
awl-354	197	34	their	their	PRON
awl-354	197	35	role	role	NOUN
awl-354	197	36	.	.	PUNCT
awl-354	198	1	finally	finally	ADV
awl-354	198	2	,	,	PUNCT
awl-354	198	3	we	we	PRON
awl-354	198	4	proposed	propose	VERB
awl-354	198	5	areas	area	NOUN
awl-354	198	6	for	for	ADP
awl-354	198	7	future	future	ADJ
awl-354	198	8	study	study	NOUN
awl-354	198	9	that	that	PRON
awl-354	198	10	focus	focus	VERB
awl-354	198	11	on	on	ADP
awl-354	198	12	results	result	NOUN
awl-354	198	13	of	of	ADP
awl-354	198	14	initiatives	initiative	NOUN
awl-354	198	15	that	that	PRON
awl-354	198	16	are	be	AUX
awl-354	198	17	gender	gender	NOUN
awl-354	198	18	neutral	neutral	ADJ
awl-354	198	19	,	,	PUNCT
awl-354	198	20	like	like	ADP
awl-354	198	21	examining	examine	VERB
awl-354	198	22	the	the	DET
awl-354	198	23	effects	effect	NOUN
awl-354	198	24	of	of	ADP
awl-354	198	25	immersion	immersion	NOUN
awl-354	198	26	of	of	ADP
awl-354	198	27	leadership	leadership	NOUN
awl-354	198	28	theory	theory	NOUN
awl-354	198	29	in	in	ADP
awl-354	198	30	engineering	engineering	NOUN
awl-354	198	31	programs	program	NOUN
awl-354	198	32	.	.	PUNCT
awl-354	199	1	hopefully	hopefully	ADV
awl-354	199	2	,	,	PUNCT
awl-354	199	3	these	these	DET
awl-354	199	4	studies	study	NOUN
awl-354	199	5	will	will	AUX
awl-354	199	6	shape	shape	VERB
awl-354	199	7	the	the	DET
awl-354	199	8	conversation	conversation	NOUN
awl-354	199	9	to	to	PART
awl-354	199	10	focus	focus	VERB
awl-354	199	11	on	on	ADP
awl-354	199	12	outputs	output	NOUN
awl-354	199	13	rather	rather	ADV
awl-354	199	14	than	than	ADP
awl-354	199	15	inputs	input	NOUN
awl-354	199	16	on	on	ADP
awl-354	199	17	engineering	engineering	NOUN
awl-354	199	18	education	education	NOUN
awl-354	199	19	and	and	CCONJ
awl-354	199	20	leadership	leadership	NOUN
awl-354	199	21	.	.	PUNCT
awl-354	200	1	these	these	DET
awl-354	200	2	studies	study	NOUN
awl-354	200	3	may	may	AUX
awl-354	200	4	also	also	ADV
awl-354	200	5	serve	serve	VERB
awl-354	200	6	to	to	PART
awl-354	200	7	remove	remove	VERB
awl-354	200	8	gender	gender	NOUN
awl-354	200	9	from	from	ADP
awl-354	200	10	the	the	DET
awl-354	200	11	list	list	NOUN
awl-354	200	12	of	of	ADP
awl-354	200	13	variables	variable	NOUN
awl-354	200	14	that	that	PRON
awl-354	200	15	associate	associate	VERB
awl-354	200	16	with	with	ADP
awl-354	200	17	task	task	NOUN
awl-354	200	18	-	-	PUNCT
awl-354	200	19	related	relate	VERB
awl-354	200	20	or	or	CCONJ
awl-354	200	21	managerial	managerial	ADJ
awl-354	200	22	efficacy	efficacy	NOUN
awl-354	200	23	in	in	ADP
awl-354	200	24	science	science	NOUN
awl-354	200	25	and	and	CCONJ
awl-354	200	26	engineering	engineering	NOUN
awl-354	200	27	fields	field	NOUN
awl-354	200	28	.	.	PUNCT
awl-354	201	1	references	reference	NOUN
awl-354	201	2	abdulai	abdulai	ADJ
awl-354	201	3	,	,	PUNCT
awl-354	201	4	m.	m.	NOUN
awl-354	201	5	,	,	PUNCT
awl-354	201	6	youngsun	youngsun	NOUN
awl-354	201	7	,	,	PUNCT
awl-354	201	8	k.	k.	PROPN
awl-354	201	9	,	,	PUNCT
awl-354	201	10	&	&	CCONJ
awl-354	201	11	junghoon	junghoon	NOUN
awl-354	201	12	,	,	PUNCT
awl-354	201	13	m.	m.	NOUN
awl-354	201	14	(	(	PUNCT
awl-354	201	15	2012	2012	NUM
awl-354	201	16	)	)	PUNCT
awl-354	201	17	.	.	PUNCT
awl-354	202	1	intellectual	intellectual	ADJ
awl-354	202	2	capital	capital	NOUN
awl-354	202	3	and	and	CCONJ
awl-354	202	4	firm	firm	ADJ
awl-354	202	5	performance	performance	NOUN
awl-354	202	6	:	:	PUNCT
awl-354	202	7	an	an	DET
awl-354	202	8	empirical	empirical	ADJ
awl-354	202	9	study	study	NOUN
awl-354	202	10	of	of	ADP
awl-354	202	11	software	software	NOUN
awl-354	202	12	firms	firm	NOUN
awl-354	202	13	in	in	ADP
awl-354	202	14	west	west	PROPN
awl-354	202	15	africa	africa	PROPN
awl-354	202	16	.	.	PUNCT
awl-354	203	1	african	african	ADJ
awl-354	203	2	journal	journal	PROPN
awl-354	203	3	of	of	ADP
awl-354	203	4	information	information	NOUN
awl-354	203	5	systems	system	NOUN
awl-354	203	6	,	,	PUNCT
awl-354	203	7	4(1	4(1	NOUN
awl-354	203	8	)	)	PUNCT
awl-354	203	9	,	,	PUNCT
awl-354	203	10	1	1	NUM
awl-354	203	11	-	-	SYM
awl-354	203	12	30	30	NUM
awl-354	203	13	.	.	PUNCT
awl-354	204	1	agarwal	agarwal	PROPN
awl-354	204	2	,	,	PUNCT
awl-354	204	3	s.	s.	PROPN
awl-354	204	4	,	,	PUNCT
awl-354	204	5	mittal	mittal	PROPN
awl-354	204	6	,	,	PUNCT
awl-354	204	7	n.	n.	NOUN
awl-354	204	8	,	,	PUNCT
awl-354	204	9	katyal	katyal	PROPN
awl-354	204	10	,	,	PUNCT
awl-354	204	11	r.	r.	PROPN
awl-354	204	12	,	,	PUNCT
awl-354	204	13	sureka	sureka	NOUN
awl-354	204	14	,	,	PUNCT
awl-354	204	15	a.	a.	PROPN
awl-354	204	16	,	,	PUNCT
awl-354	204	17	&	&	CCONJ
awl-354	204	18	correa	correa	PROPN
awl-354	204	19	,	,	PUNCT
awl-354	204	20	d.	d.	PROPN
awl-354	204	21	(	(	PUNCT
awl-354	204	22	2016	2016	NUM
awl-354	204	23	)	)	PUNCT
awl-354	204	24	.	.	PUNCT
awl-354	205	1	women	woman	NOUN
awl-354	205	2	in	in	ADP
awl-354	205	3	computer	computer	NOUN
awl-354	205	4	science	science	NOUN
awl-354	205	5	research	research	NOUN
awl-354	205	6	:	:	PUNCT
awl-354	205	7	what	what	PRON
awl-354	205	8	is	be	AUX
awl-354	205	9	the	the	DET
awl-354	205	10	bibliography	bibliography	NOUN
awl-354	205	11	data	datum	NOUN
awl-354	205	12	telling	tell	VERB
awl-354	205	13	us	we	PRON
awl-354	205	14	?	?	PUNCT
awl-354	206	1	acm	acm	PROPN
awl-354	206	2	sigcas	sigcas	PROPN
awl-354	206	3	computers	computer	NOUN
awl-354	206	4	and	and	CCONJ
awl-354	206	5	society	society	NOUN
awl-354	206	6	,	,	PUNCT
awl-354	206	7	46(1	46(1	PROPN
awl-354	206	8	)	)	PUNCT
awl-354	206	9	,	,	PUNCT
awl-354	206	10	7	7	NUM
awl-354	206	11	-	-	SYM
awl-354	206	12	19	19	NUM
awl-354	206	13	.	.	PUNCT
awl-354	207	1	https://doi.org/10.1145/2908216.2908218	https://doi.org/10.1145/2908216.2908218	PROPN
awl-354	207	2	aguinis	aguinis	PROPN
awl-354	207	3	,	,	PUNCT
awl-354	207	4	h.	h.	PROPN
awl-354	207	5	,	,	PUNCT
awl-354	207	6	ji	ji	PROPN
awl-354	207	7	,	,	PUNCT
awl-354	207	8	y.	y.	PROPN
awl-354	207	9	h.	h.	PROPN
awl-354	207	10	,	,	PUNCT
awl-354	207	11	&	&	CCONJ
awl-354	207	12	joo	joo	PROPN
awl-354	207	13	,	,	PUNCT
awl-354	207	14	h.	h.	PROPN
awl-354	207	15	(	(	PUNCT
awl-354	207	16	2018	2018	NUM
awl-354	207	17	)	)	PUNCT
awl-354	207	18	.	.	PUNCT
awl-354	208	1	gender	gender	NOUN
awl-354	208	2	productivity	productivity	NOUN
awl-354	208	3	gap	gap	NOUN
awl-354	208	4	among	among	ADP
awl-354	208	5	star	star	NOUN
awl-354	208	6	performers	performer	NOUN
awl-354	208	7	in	in	ADP
awl-354	208	8	stem	stem	NOUN
awl-354	208	9	and	and	CCONJ
awl-354	208	10	other	other	ADJ
awl-354	208	11	scientific	scientific	ADJ
awl-354	208	12	fields	field	NOUN
awl-354	208	13	.	.	PUNCT
awl-354	209	1	journal	journal	NOUN
awl-354	209	2	of	of	ADP
awl-354	209	3	applied	applied	ADJ
awl-354	209	4	psychology	psychology	NOUN
awl-354	209	5	.	.	PUNCT
awl-354	210	1	advance	advance	VERB
awl-354	210	2	online	online	ADJ
awl-354	210	3	publication	publication	NOUN
awl-354	210	4	.	.	PUNCT
awl-354	211	1	https://doi.org/10.1037/apl0000331	https://doi.org/10.1037/apl0000331	PROPN
awl-354	211	2	ahuja	ahuja	PROPN
awl-354	211	3	,	,	PUNCT
awl-354	211	4	m.	m.	NOUN
awl-354	211	5	(	(	PUNCT
awl-354	211	6	2002	2002	NUM
awl-354	211	7	)	)	PUNCT
awl-354	211	8	.	.	PUNCT
awl-354	212	1	women	woman	NOUN
awl-354	212	2	in	in	ADP
awl-354	212	3	the	the	DET
awl-354	212	4	information	information	NOUN
awl-354	212	5	technology	technology	NOUN
awl-354	212	6	profession	profession	NOUN
awl-354	212	7	:	:	PUNCT
awl-354	212	8	a	a	DET
awl-354	212	9	literature	literature	NOUN
awl-354	212	10	review	review	NOUN
awl-354	212	11	,	,	PUNCT
awl-354	212	12	synthesis	synthesis	NOUN
awl-354	212	13	,	,	PUNCT
awl-354	212	14	and	and	CCONJ
awl-354	212	15	research	research	NOUN
awl-354	212	16	agenda	agenda	NOUN
awl-354	212	17	.	.	PUNCT
awl-354	213	1	european	european	PROPN
awl-354	213	2	journal	journal	PROPN
awl-354	213	3	of	of	ADP
awl-354	213	4	information	information	NOUN
awl-354	213	5	systems	system	NOUN
awl-354	213	6	,	,	PUNCT
awl-354	213	7	11(1	11(1	NUM
awl-354	213	8	)	)	PUNCT
awl-354	213	9	,	,	PUNCT
awl-354	213	10	20	20	NUM
awl-354	213	11	-	-	SYM
awl-354	213	12	34	34	NUM
awl-354	213	13	.	.	PUNCT
awl-354	214	1	ahuja	ahuja	PROPN
awl-354	214	2	,	,	PUNCT
awl-354	214	3	m.	m.	PROPN
awl-354	214	4	k.	k.	PROPN
awl-354	214	5	,	,	PUNCT
awl-354	214	6	&	&	CCONJ
awl-354	214	7	thatcher	thatcher	PROPN
awl-354	214	8	,	,	PUNCT
awl-354	214	9	j.	j.	PROPN
awl-354	214	10	b.	b.	PROPN
awl-354	214	11	(	(	PUNCT
awl-354	214	12	2005	2005	NUM
awl-354	214	13	)	)	PUNCT
awl-354	214	14	.	.	PUNCT
awl-354	215	1	moving	move	VERB
awl-354	215	2	beyond	beyond	ADP
awl-354	215	3	intentions	intention	NOUN
awl-354	215	4	and	and	CCONJ
awl-354	215	5	toward	toward	ADP
awl-354	215	6	the	the	DET
awl-354	215	7	theory	theory	NOUN
awl-354	215	8	of	of	ADP
awl-354	215	9	trying	try	VERB
awl-354	215	10	:	:	PUNCT
awl-354	215	11	effects	effect	NOUN
awl-354	215	12	of	of	ADP
awl-354	215	13	work	work	NOUN
awl-354	215	14	environment	environment	NOUN
awl-354	215	15	and	and	CCONJ
awl-354	215	16	gender	gender	NOUN
awl-354	215	17	on	on	ADP
awl-354	215	18	post	post	ADJ
awl-354	215	19	-	-	ADJ
awl-354	215	20	adoption	adoption	ADJ
awl-354	215	21	information	information	NOUN
awl-354	215	22	technology	technology	NOUN
awl-354	215	23	use	use	NOUN
awl-354	215	24	.	.	PUNCT
awl-354	216	1	mis	mis	PROPN
awl-354	216	2	quarterly	quarterly	PROPN
awl-354	216	3	,	,	PUNCT
awl-354	216	4	29(3	29(3	NUM
awl-354	216	5	)	)	PUNCT
awl-354	216	6	,	,	PUNCT
awl-354	216	7	427459	427459	NUM
awl-354	216	8	.	.	PUNCT
awl-354	217	1	american	american	PROPN
awl-354	217	2	association	association	PROPN
awl-354	217	3	of	of	ADP
awl-354	217	4	university	university	NOUN
awl-354	217	5	women	woman	NOUN
awl-354	217	6	.	.	PUNCT
awl-354	218	1	(	(	PUNCT
awl-354	218	2	2009	2009	NUM
awl-354	218	3	)	)	PUNCT
awl-354	218	4	.	.	PUNCT
awl-354	219	1	separated	separate	VERB
awl-354	219	2	by	by	ADP
awl-354	219	3	sex	sex	NOUN
awl-354	219	4	:	:	PUNCT
awl-354	219	5	title	title	NOUN
awl-354	219	6	ix	ix	PRON
awl-354	219	7	and	and	CCONJ
awl-354	219	8	single	single	ADJ
awl-354	219	9	-	-	PUNCT
awl-354	219	10	sex	sex	NOUN
awl-354	219	11	education	education	NOUN
awl-354	219	12	(	(	PUNCT
awl-354	219	13	position	position	NOUN
awl-354	219	14	paper	paper	NOUN
awl-354	219	15	)	)	PUNCT
awl-354	219	16	.	.	PUNCT
awl-354	220	1	washington	washington	PROPN
awl-354	220	2	,	,	PUNCT
awl-354	220	3	dc	dc	PROPN
awl-354	220	4	:	:	PUNCT
awl-354	220	5	aauw	aauw	ADJ
awl-354	220	6	public	public	ADJ
awl-354	220	7	policy	policy	NOUN
awl-354	220	8	and	and	CCONJ
awl-354	220	9	government	government	NOUN
awl-354	220	10	relations	relation	NOUN
awl-354	220	11	department	department	PROPN
awl-354	220	12	.	.	PUNCT
awl-354	221	1	retrieved	retrieve	VERB
awl-354	221	2	from	from	ADP
awl-354	221	3	http://www.aauw.org/files/2013/02/position-on-singlesex-education-112.pdf	http://www.aauw.org/files/2013/02/position-on-singlesex-education-112.pdf	NOUN
awl-354	221	4	.	.	PUNCT
awl-354	222	1	accessed	access	VERB
awl-354	222	2	on	on	ADP
awl-354	222	3	2	2	NUM
awl-354	222	4	june	june	PROPN
awl-354	222	5	2016	2016	NUM
awl-354	222	6	.	.	PUNCT
awl-354	223	1	athalye	athalye	PROPN
awl-354	223	2	,	,	PUNCT
awl-354	223	3	r.	r.	PROPN
awl-354	223	4	(	(	PUNCT
awl-354	223	5	2009	2009	NUM
awl-354	223	6	)	)	PUNCT
awl-354	223	7	.	.	PUNCT
awl-354	224	1	transformational	transformational	ADJ
awl-354	224	2	leadership	leadership	NOUN
awl-354	224	3	through	through	ADP
awl-354	224	4	role	role	NOUN
awl-354	224	5	models	model	NOUN
awl-354	224	6	:	:	PUNCT
awl-354	224	7	how	how	SCONJ
awl-354	224	8	b	b	X
awl-354	224	9	-	-	PUNCT
awl-354	224	10	schools	school	NOUN
awl-354	224	11	can	can	AUX
awl-354	224	12	teach	teach	VERB
awl-354	224	13	new	new	ADJ
awl-354	224	14	paradigms	paradigm	NOUN
awl-354	224	15	of	of	ADP
awl-354	224	16	leadership	leadership	NOUN
awl-354	224	17	.	.	PUNCT
awl-354	225	1	sies	sies	PROPN
awl-354	225	2	journal	journal	PROPN
awl-354	225	3	of	of	ADP
awl-354	225	4	management	management	NOUN
awl-354	225	5	,	,	PUNCT
awl-354	225	6	6(2	6(2	NUM
awl-354	225	7	)	)	PUNCT
awl-354	225	8	,	,	PUNCT
awl-354	225	9	1	1	NUM
awl-354	225	10	-	-	SYM
awl-354	225	11	10	10	NUM
awl-354	225	12	.	.	PUNCT
awl-354	226	1	barker	barker	PROPN
awl-354	226	2	,	,	PUNCT
awl-354	226	3	l.	l.	PROPN
awl-354	226	4	(	(	PUNCT
awl-354	226	5	2009	2009	NUM
awl-354	226	6	)	)	PUNCT
awl-354	226	7	.	.	PUNCT
awl-354	227	1	student	student	NOUN
awl-354	227	2	and	and	CCONJ
awl-354	227	3	faculty	faculty	NOUN
awl-354	227	4	perceptions	perception	NOUN
awl-354	227	5	of	of	ADP
awl-354	227	6	undergraduate	undergraduate	ADJ
awl-354	227	7	research	research	NOUN
awl-354	227	8	experience	experience	NOUN
awl-354	227	9	in	in	ADP
awl-354	227	10	computing	computing	NOUN
awl-354	227	11	.	.	PUNCT
awl-354	228	1	acm	acm	PROPN
awl-354	228	2	transactions	transaction	NOUN
awl-354	228	3	on	on	ADP
awl-354	228	4	computing	compute	VERB
awl-354	228	5	education	education	NOUN
awl-354	228	6	(	(	PUNCT
awl-354	228	7	toce	toce	NOUN
awl-354	228	8	)	)	PUNCT
awl-354	228	9	,	,	PUNCT
awl-354	228	10	9(1	9(1	NUM
awl-354	228	11	)	)	PUNCT
awl-354	228	12	,	,	PUNCT
awl-354	228	13	5	5	X
awl-354	228	14	.	.	PUNCT
awl-354	228	15	bass	bass	PROPN
awl-354	228	16	,	,	PUNCT
awl-354	228	17	b.	b.	PROPN
awl-354	228	18	m.	m.	PROPN
awl-354	228	19	(	(	PUNCT
awl-354	228	20	1985	1985	NUM
awl-354	228	21	)	)	PUNCT
awl-354	228	22	.	.	PUNCT
awl-354	229	1	leadership	leadership	NOUN
awl-354	229	2	and	and	CCONJ
awl-354	229	3	performance	performance	NOUN
awl-354	229	4	beyond	beyond	ADP
awl-354	229	5	expectations	expectation	NOUN
awl-354	229	6	.	.	PUNCT
awl-354	230	1	new	new	PROPN
awl-354	230	2	york	york	PROPN
awl-354	230	3	:	:	PUNCT
awl-354	230	4	free	free	ADJ
awl-354	230	5	press	press	PROPN
awl-354	230	6	.	.	PUNCT
awl-354	231	1	blair	blair	PROPN
awl-354	231	2	,	,	PUNCT
awl-354	231	3	e.	e.	PROPN
awl-354	231	4	e.	e.	PROPN
awl-354	231	5	,	,	PUNCT
awl-354	231	6	miller	miller	PROPN
awl-354	231	7	,	,	PUNCT
awl-354	231	8	r.	r.	PROPN
awl-354	231	9	b.	b.	PROPN
awl-354	231	10	,	,	PUNCT
awl-354	231	11	ong	ong	PROPN
awl-354	231	12	,	,	PUNCT
awl-354	231	13	m.	m.	NOUN
awl-354	231	14	,	,	PUNCT
awl-354	231	15	&	&	CCONJ
awl-354	231	16	zastavker	zastavker	PROPN
awl-354	231	17	,	,	PUNCT
awl-354	231	18	y.	y.	PROPN
awl-354	231	19	v.	v.	PROPN
awl-354	231	20	(	(	PUNCT
awl-354	231	21	2017	2017	NUM
awl-354	231	22	)	)	PUNCT
awl-354	231	23	.	.	PUNCT
awl-354	232	1	undergraduate	undergraduate	NOUN
awl-354	232	2	stem	stem	NOUN
awl-354	232	3	instructors	instructor	NOUN
awl-354	232	4	'	'	PART
awl-354	232	5	teacher	teacher	NOUN
awl-354	232	6	identities	identity	NOUN
awl-354	232	7	and	and	CCONJ
awl-354	232	8	discourses	discourse	NOUN
awl-354	232	9	on	on	ADP
awl-354	232	10	student	student	NOUN
awl-354	232	11	gender	gender	NOUN
awl-354	232	12	expression	expression	NOUN
awl-354	232	13	and	and	CCONJ
awl-354	232	14	equity	equity	NOUN
awl-354	232	15	.	.	PUNCT
awl-354	233	1	journal	journal	PROPN
awl-354	233	2	of	of	ADP
awl-354	233	3	engineering	engineering	NOUN
awl-354	233	4	education	education	NOUN
awl-354	233	5	,	,	PUNCT
awl-354	233	6	106(1	106(1	NUM
awl-354	233	7	)	)	PUNCT
awl-354	233	8	,	,	PUNCT
awl-354	233	9	14	14	NUM
awl-354	233	10	-	-	SYM
awl-354	233	11	43	43	NUM
awl-354	233	12	.	.	PUNCT
awl-354	234	1	https://doi.org/10.1002/jee.20157	https://doi.org/10.1002/jee.20157	PROPN
awl-354	234	2	bottia	bottia	PROPN
awl-354	234	3	,	,	PUNCT
awl-354	234	4	m.	m.	NOUN
awl-354	234	5	,	,	PUNCT
awl-354	234	6	stearns	stearns	PROPN
awl-354	234	7	,	,	PUNCT
awl-354	234	8	e.	e.	PROPN
awl-354	234	9	,	,	PUNCT
awl-354	234	10	mickelson	mickelson	PROPN
awl-354	234	11	,	,	PUNCT
awl-354	234	12	r.	r.	PROPN
awl-354	234	13	,	,	PUNCT
awl-354	234	14	moller	moller	PROPN
awl-354	234	15	,	,	PUNCT
awl-354	234	16	s.	s.	PROPN
awl-354	234	17	,	,	PUNCT
awl-354	234	18	&	&	CCONJ
awl-354	234	19	valentino	valentino	PROPN
awl-354	234	20	,	,	PUNCT
awl-354	234	21	l.	l.	PROPN
awl-354	234	22	(	(	PUNCT
awl-354	234	23	2015	2015	NUM
awl-354	234	24	)	)	PUNCT
awl-354	234	25	.	.	PUNCT
awl-354	235	1	growing	grow	VERB
awl-354	235	2	the	the	DET
awl-354	235	3	roots	root	NOUN
awl-354	235	4	of	of	ADP
awl-354	235	5	stem	stem	NOUN
awl-354	235	6	majors	major	NOUN
awl-354	235	7	:	:	PUNCT
awl-354	235	8	female	female	ADJ
awl-354	235	9	math	math	NOUN
awl-354	235	10	and	and	CCONJ
awl-354	235	11	science	science	NOUN
awl-354	235	12	high	high	ADJ
awl-354	235	13	school	school	NOUN
awl-354	235	14	faculty	faculty	NOUN
awl-354	235	15	and	and	CCONJ
awl-354	235	16	the	the	DET
awl-354	235	17	participation	participation	NOUN
awl-354	235	18	of	of	ADP
awl-354	235	19	students	student	NOUN
awl-354	235	20	in	in	ADP
awl-354	235	21	stem	stem	NOUN
awl-354	235	22	.	.	PUNCT
awl-354	236	1	economics	economic	NOUN
awl-354	236	2	of	of	ADP
awl-354	236	3	education	education	PROPN
awl-354	236	4	review	review	NOUN
awl-354	236	5	,	,	PUNCT
awl-354	236	6	45(2015	45(2015	NUM
awl-354	236	7	)	)	PUNCT
awl-354	236	8	,	,	PUNCT
awl-354	236	9	14	14	NUM
awl-354	236	10	-	-	SYM
awl-354	236	11	27	27	NUM
awl-354	236	12	.	.	PUNCT
awl-354	236	13	boyle	boyle	NOUN
awl-354	236	14	-	-	PUNCT
awl-354	236	15	baise	baise	PROPN
awl-354	236	16	,	,	PUNCT
awl-354	236	17	m.	m.	NOUN
awl-354	236	18	,	,	PUNCT
awl-354	236	19	bridgwaters	bridgwater	NOUN
awl-354	236	20	,	,	PUNCT
awl-354	236	21	b.	b.	PROPN
awl-354	236	22	,	,	PUNCT
awl-354	236	23	&	&	CCONJ
awl-354	236	24	brinson	brinson	PROPN
awl-354	236	25	,	,	PUNCT
awl-354	236	26	l.	l.	PROPN
awl-354	236	27	(	(	PUNCT
awl-354	236	28	2007	2007	NUM
awl-354	236	29	)	)	PUNCT
awl-354	236	30	.	.	PUNCT
awl-354	237	1	improving	improve	VERB
awl-354	237	2	the	the	DET
awl-354	237	3	human	human	ADJ
awl-354	237	4	condition	condition	NOUN
awl-354	237	5	:	:	PUNCT
awl-354	237	6	leadership	leadership	NOUN
awl-354	237	7	for	for	ADP
awl-354	237	8	justiceoriented	justiceoriente	VERB
awl-354	237	9	service	service	NOUN
awl-354	237	10	-	-	PUNCT
awl-354	237	11	learning	learning	NOUN
awl-354	237	12	.	.	PUNCT
awl-354	238	1	equity	equity	PROPN
awl-354	238	2	&	&	CCONJ
awl-354	238	3	excellence	excellence	PROPN
awl-354	238	4	in	in	ADP
awl-354	238	5	education	education	NOUN
awl-354	238	6	,	,	PUNCT
awl-354	238	7	40(2	40(2	NUM
awl-354	238	8	)	)	PUNCT
awl-354	238	9	,	,	PUNCT
awl-354	238	10	113	113	NUM
awl-354	238	11	-	-	SYM
awl-354	238	12	122	122	NUM
awl-354	238	13	.	.	PUNCT
awl-354	238	14	https://doi.org/10.1080/10665680601152808	https://doi.org/10.1080/10665680601152808	NOUN
awl-354	238	15	bureau	bureau	PROPN
awl-354	238	16	of	of	ADP
awl-354	238	17	labor	labor	PROPN
awl-354	238	18	statistics	statistic	NOUN
awl-354	238	19	.	.	PUNCT
awl-354	239	1	(	(	PUNCT
awl-354	239	2	2015	2015	NUM
awl-354	239	3	)	)	PUNCT
awl-354	239	4	.	.	PUNCT
awl-354	240	1	college	college	NOUN
awl-354	240	2	enrollment	enrollment	NOUN
awl-354	240	3	and	and	CCONJ
awl-354	240	4	work	work	NOUN
awl-354	240	5	activity	activity	NOUN
awl-354	240	6	of	of	ADP
awl-354	240	7	2014	2014	NUM
awl-354	240	8	high	high	ADJ
awl-354	240	9	school	school	NOUN
awl-354	240	10	graduates	graduate	NOUN
awl-354	240	11	[	[	X
awl-354	240	12	press	press	NOUN
awl-354	240	13	release	release	NOUN
awl-354	240	14	]	]	PUNCT
awl-354	240	15	,	,	PUNCT
awl-354	240	16	http://www.bls.gov/news.release/hsgec.nr0.htm	http://www.bls.gov/news.release/hsgec.nr0.htm	PROPN
awl-354	240	17	.	.	PUNCT
awl-354	241	1	burns	burn	NOUN
awl-354	241	2	(	(	PUNCT
awl-354	241	3	2010	2010	NUM
awl-354	241	4	)	)	PUNCT
awl-354	241	5	.	.	PUNCT
awl-354	242	1	leadership	leadership	NOUN
awl-354	242	2	.	.	PUNCT
awl-354	243	1	new	new	PROPN
awl-354	243	2	york	york	PROPN
awl-354	243	3	,	,	PUNCT
awl-354	243	4	ny	ny	PROPN
awl-354	243	5	,	,	PUNCT
awl-354	243	6	harper	harper	NOUN
awl-354	243	7	perennial	perennial	ADJ
awl-354	243	8	political	political	ADJ
awl-354	243	9	classics	classic	NOUN
awl-354	243	10	.	.	PUNCT
awl-354	244	1	buxton	buxton	PROPN
awl-354	244	2	,	,	PUNCT
awl-354	244	3	c.	c.	PROPN
awl-354	244	4	a.	a.	PROPN
awl-354	244	5	(	(	PUNCT
awl-354	244	6	2010	2010	NUM
awl-354	244	7	)	)	PUNCT
awl-354	244	8	.	.	PUNCT
awl-354	245	1	social	social	ADJ
awl-354	245	2	problem	problem	NOUN
awl-354	245	3	solving	solve	VERB
awl-354	245	4	through	through	ADP
awl-354	245	5	science	science	NOUN
awl-354	245	6	:	:	PUNCT
awl-354	245	7	an	an	DET
awl-354	245	8	approach	approach	NOUN
awl-354	245	9	to	to	ADP
awl-354	245	10	critical	critical	ADJ
awl-354	245	11	,	,	PUNCT
awl-354	245	12	place	place	NOUN
awl-354	245	13	-	-	PUNCT
awl-354	245	14	based	base	VERB
awl-354	245	15	,	,	PUNCT
awl-354	245	16	science	science	NOUN
awl-354	245	17	teaching	teaching	NOUN
awl-354	245	18	and	and	CCONJ
awl-354	245	19	learning	learning	NOUN
awl-354	245	20	.	.	PUNCT
awl-354	246	1	equity	equity	PROPN
awl-354	246	2	&	&	CCONJ
awl-354	246	3	excellence	excellence	PROPN
awl-354	246	4	in	in	ADP
awl-354	246	5	education	education	NOUN
awl-354	246	6	,	,	PUNCT
awl-354	246	7	43(1	43(1	NOUN
awl-354	246	8	)	)	PUNCT
awl-354	246	9	,	,	PUNCT
awl-354	246	10	120133	120133	NUM
awl-354	246	11	.	.	PUNCT
awl-354	247	1	https://doi.org/10.1080/10665680903408932	https://doi.org/10.1080/10665680903408932	NUM
awl-354	247	2	cardador	cardador	NOUN
awl-354	247	3	,	,	PUNCT
awl-354	247	4	m.	m.	NOUN
awl-354	247	5	t.	t.	PROPN
awl-354	247	6	(	(	PUNCT
awl-354	247	7	2017	2017	NUM
awl-354	247	8	)	)	PUNCT
awl-354	247	9	.	.	PUNCT
awl-354	247	10	promoted	promote	VERB
awl-354	247	11	up	up	ADP
awl-354	247	12	but	but	CCONJ
awl-354	247	13	also	also	ADV
awl-354	247	14	out	out	ADV
awl-354	247	15	?	?	PUNCT
awl-354	248	1	the	the	DET
awl-354	248	2	unintended	unintended	ADJ
awl-354	248	3	consequences	consequence	NOUN
awl-354	248	4	of	of	ADP
awl-354	248	5	increasing	increase	VERB
awl-354	248	6	women	woman	NOUN
awl-354	248	7	's	's	PART
awl-354	248	8	representation	representation	NOUN
awl-354	248	9	in	in	ADP
awl-354	248	10	managerial	managerial	ADJ
awl-354	248	11	roles	role	NOUN
awl-354	248	12	in	in	ADP
awl-354	248	13	engineering	engineering	NOUN
awl-354	248	14	.	.	PUNCT
awl-354	249	1	advancing	advance	VERB
awl-354	249	2	women	woman	NOUN
awl-354	249	3	in	in	ADP
awl-354	249	4	leadership	leadership	NOUN
awl-354	249	5	journal	journal	NOUN
awl-354	249	6	-	-	PUNCT
awl-354	249	7	volume	volume	NOUN
awl-354	249	8	40	40	NUM
awl-354	249	9	46	46	NUM
awl-354	249	10	organization	organization	NOUN
awl-354	249	11	science	science	NOUN
awl-354	249	12	,	,	PUNCT
awl-354	249	13	28(4	28(4	NUM
awl-354	249	14	)	)	PUNCT
awl-354	249	15	,	,	PUNCT
awl-354	249	16	597	597	NUM
awl-354	249	17	-	-	SYM
awl-354	249	18	617	617	NUM
awl-354	249	19	.	.	PUNCT
awl-354	250	1	https://doi.org/10.1287/orsc.2017.1132	https://doi.org/10.1287/orsc.2017.1132	PROPN
awl-354	250	2	cavero	cavero	NOUN
awl-354	250	3	,	,	PUNCT
awl-354	250	4	j.	j.	PROPN
awl-354	250	5	m.	m.	PROPN
awl-354	250	6	,	,	PUNCT
awl-354	250	7	vela	vela	PROPN
awl-354	250	8	,	,	PUNCT
awl-354	250	9	b.	b.	PROPN
awl-354	250	10	,	,	PUNCT
awl-354	250	11	cáceres	cácere	NOUN
awl-354	250	12	,	,	PUNCT
awl-354	250	13	p.	p.	NOUN
awl-354	250	14	,	,	PUNCT
awl-354	250	15	cuesta	cuesta	PROPN
awl-354	250	16	,	,	PUNCT
awl-354	250	17	c.	c.	PROPN
awl-354	250	18	,	,	PUNCT
awl-354	250	19	&	&	CCONJ
awl-354	250	20	sierraalonso	sierraalonso	PROPN
awl-354	250	21	,	,	PUNCT
awl-354	250	22	a.	a.	NOUN
awl-354	250	23	(	(	PUNCT
awl-354	250	24	2015	2015	NUM
awl-354	250	25	)	)	PUNCT
awl-354	250	26	.	.	PUNCT
awl-354	251	1	the	the	DET
awl-354	251	2	evolution	evolution	NOUN
awl-354	251	3	of	of	ADP
awl-354	251	4	female	female	ADJ
awl-354	251	5	authorship	authorship	NOUN
awl-354	251	6	in	in	ADP
awl-354	251	7	computing	compute	VERB
awl-354	251	8	research	research	NOUN
awl-354	251	9	.	.	PUNCT
awl-354	252	1	scientometrics	scientometric	NOUN
awl-354	252	2	,	,	PUNCT
awl-354	252	3	103(1	103(1	NUM
awl-354	252	4	)	)	PUNCT
awl-354	252	5	,	,	PUNCT
awl-354	252	6	85	85	NUM
awl-354	252	7	-	-	SYM
awl-354	252	8	100	100	NUM
awl-354	252	9	.	.	PUNCT
awl-354	253	1	cerf	cerf	VERB
awl-354	253	2	,	,	PUNCT
awl-354	253	3	v.	v.	PROPN
awl-354	253	4	g.	g.	PROPN
awl-354	253	5	,	,	PUNCT
awl-354	253	6	&	&	CCONJ
awl-354	253	7	johnson	johnson	PROPN
awl-354	253	8	,	,	PUNCT
awl-354	253	9	m.	m.	NOUN
awl-354	253	10	(	(	PUNCT
awl-354	253	11	2016	2016	NUM
awl-354	253	12	)	)	PUNCT
awl-354	253	13	.	.	PUNCT
awl-354	254	1	enrollments	enrollment	NOUN
awl-354	254	2	explode	explode	VERB
awl-354	254	3	!	!	PUNCT
awl-354	255	1	but	but	CCONJ
awl-354	255	2	diversity	diversity	NOUN
awl-354	255	3	students	student	NOUN
awl-354	255	4	are	be	AUX
awl-354	255	5	leaving	leave	VERB
awl-354	255	6	.	.	PUNCT
awl-354	256	1	communications	communication	NOUN
awl-354	256	2	of	of	ADP
awl-354	256	3	the	the	DET
awl-354	256	4	acm	acm	NOUN
awl-354	256	5	,	,	PUNCT
awl-354	256	6	59(4	59(4	NUM
awl-354	256	7	)	)	PUNCT
awl-354	256	8	,	,	PUNCT
awl-354	256	9	7	7	NUM
awl-354	256	10	.	.	NUM
awl-354	256	11	https://doi.org/10.1145/2898431	https://doi.org/10.1145/2898431	NUM
awl-354	256	12	charyton	charyton	NOUN
awl-354	256	13	,	,	PUNCT
awl-354	256	14	c.	c.	PROPN
awl-354	256	15	,	,	PUNCT
awl-354	256	16	elliott	elliott	PROPN
awl-354	256	17	,	,	PUNCT
awl-354	256	18	j.	j.	PROPN
awl-354	256	19	o.	o.	PROPN
awl-354	256	20	,	,	PUNCT
awl-354	256	21	rahman	rahman	PROPN
awl-354	256	22	,	,	PUNCT
awl-354	256	23	m.	m.	NOUN
awl-354	256	24	a.	a.	PROPN
awl-354	256	25	,	,	PUNCT
awl-354	256	26	woodward	woodward	PROPN
awl-354	256	27	,	,	PUNCT
awl-354	256	28	j.	j.	PROPN
awl-354	256	29	l.	l.	PROPN
awl-354	256	30	,	,	PUNCT
awl-354	256	31	&	&	CCONJ
awl-354	256	32	de	de	X
awl-354	256	33	dios	dios	X
awl-354	256	34	,	,	PUNCT
awl-354	256	35	s.	s.	PROPN
awl-354	256	36	(	(	PUNCT
awl-354	256	37	2011	2011	NUM
awl-354	256	38	)	)	PUNCT
awl-354	256	39	.	.	PUNCT
awl-354	257	1	gender	gender	NOUN
awl-354	257	2	and	and	CCONJ
awl-354	257	3	science	science	NOUN
awl-354	257	4	:	:	PUNCT
awl-354	257	5	women	woman	NOUN
awl-354	257	6	nobel	nobel	PROPN
awl-354	257	7	laureates	laureates	PROPN
awl-354	257	8	.	.	PUNCT
awl-354	258	1	journal	journal	PROPN
awl-354	258	2	of	of	ADP
awl-354	258	3	creative	creative	ADJ
awl-354	258	4	behavior	behavior	NOUN
awl-354	258	5	,	,	PUNCT
awl-354	258	6	45(3	45(3	NUM
awl-354	258	7	)	)	PUNCT
awl-354	258	8	,	,	PUNCT
awl-354	258	9	203	203	NUM
awl-354	258	10	-	-	SYM
awl-354	258	11	214	214	NUM
awl-354	258	12	.	.	PUNCT
awl-354	259	1	chism	chism	NOUN
awl-354	259	2	,	,	PUNCT
awl-354	259	3	b.	b.	PROPN
awl-354	259	4	,	,	PUNCT
awl-354	259	5	&	&	CCONJ
awl-354	259	6	pang	pang	PROPN
awl-354	259	7	,	,	PUNCT
awl-354	259	8	v.	v.	CCONJ
awl-354	259	9	o.	o.	NOUN
awl-354	259	10	(	(	PUNCT
awl-354	259	11	2014	2014	NUM
awl-354	259	12	)	)	PUNCT
awl-354	259	13	.	.	PUNCT
awl-354	260	1	transforming	transform	VERB
awl-354	260	2	education	education	NOUN
awl-354	260	3	and	and	CCONJ
awl-354	260	4	supporting	support	VERB
awl-354	260	5	equity	equity	NOUN
awl-354	260	6	through	through	ADP
awl-354	260	7	opportunity	opportunity	NOUN
awl-354	260	8	to	to	PART
awl-354	260	9	learn	learn	VERB
awl-354	260	10	standards	standard	NOUN
awl-354	260	11	.	.	PUNCT
awl-354	261	1	national	national	PROPN
awl-354	261	2	forum	forum	PROPN
awl-354	261	3	of	of	ADP
awl-354	261	4	applied	apply	VERB
awl-354	261	5	educational	educational	ADJ
awl-354	261	6	research	research	NOUN
awl-354	261	7	journal	journal	NOUN
awl-354	261	8	,	,	PUNCT
awl-354	261	9	27(1/2	27(1/2	NUM
awl-354	261	10	)	)	PUNCT
awl-354	261	11	,	,	PUNCT
awl-354	261	12	19	19	NUM
awl-354	261	13	-	-	SYM
awl-354	261	14	30	30	NUM
awl-354	261	15	.	.	PUNCT
awl-354	262	1	cohoon	cohoon	PROPN
awl-354	262	2	,	,	PUNCT
awl-354	262	3	j.	j.	PROPN
awl-354	262	4	m.	m.	PROPN
awl-354	262	5	,	,	PUNCT
awl-354	262	6	nigai	nigai	PROPN
awl-354	262	7	,	,	PUNCT
awl-354	262	8	s.	s.	PROPN
awl-354	262	9	,	,	PUNCT
awl-354	262	10	&	&	CCONJ
awl-354	262	11	kaye	kaye	PROPN
awl-354	262	12	,	,	PUNCT
awl-354	262	13	j.	j.	PROPN
awl-354	262	14	j.	j.	PROPN
awl-354	262	15	(	(	PUNCT
awl-354	262	16	2011	2011	NUM
awl-354	262	17	)	)	PUNCT
awl-354	262	18	.	.	PUNCT
awl-354	263	1	gender	gender	NOUN
awl-354	263	2	and	and	CCONJ
awl-354	263	3	computing	computing	NOUN
awl-354	263	4	conference	conference	NOUN
awl-354	263	5	papers	paper	NOUN
awl-354	263	6	.	.	PUNCT
awl-354	264	1	communications	communication	NOUN
awl-354	264	2	of	of	ADP
awl-354	264	3	the	the	DET
awl-354	264	4	acm	acm	NOUN
awl-354	264	5	,	,	PUNCT
awl-354	264	6	54(8	54(8	NUM
awl-354	264	7	)	)	PUNCT
awl-354	264	8	,	,	PUNCT
awl-354	264	9	72	72	NUM
awl-354	264	10	-	-	SYM
awl-354	264	11	80	80	NUM
awl-354	264	12	.	.	PUNCT
awl-354	265	1	corbett	corbett	PROPN
awl-354	265	2	,	,	PUNCT
awl-354	265	3	c.	c.	PROPN
awl-354	265	4	,	,	PUNCT
awl-354	265	5	&	&	CCONJ
awl-354	265	6	hill	hill	PROPN
awl-354	265	7	,	,	PUNCT
awl-354	265	8	c.	c.	PROPN
awl-354	265	9	(	(	PUNCT
awl-354	265	10	2015	2015	NUM
awl-354	265	11	)	)	PUNCT
awl-354	265	12	.	.	PUNCT
awl-354	266	1	solving	solve	VERB
awl-354	266	2	the	the	DET
awl-354	266	3	equation	equation	NOUN
awl-354	266	4	:	:	PUNCT
awl-354	266	5	the	the	DET
awl-354	266	6	variables	variable	NOUN
awl-354	266	7	for	for	ADP
awl-354	266	8	women	woman	NOUN
awl-354	266	9	's	's	PART
awl-354	266	10	success	success	NOUN
awl-354	266	11	in	in	ADP
awl-354	266	12	engineering	engineering	NOUN
awl-354	266	13	and	and	CCONJ
awl-354	266	14	computing	computing	NOUN
awl-354	266	15	.	.	PUNCT
awl-354	267	1	washington	washington	PROPN
awl-354	267	2	,	,	PUNCT
awl-354	267	3	dc	dc	PROPN
awl-354	267	4	:	:	PUNCT
awl-354	267	5	aauw	aauw	ADJ
awl-354	267	6	.	.	PUNCT
awl-354	268	1	debebe	debebe	VERB
awl-354	268	2	,	,	PUNCT
awl-354	268	3	g.	g.	PROPN
awl-354	268	4	(	(	PUNCT
awl-354	268	5	2010	2010	NUM
awl-354	268	6	)	)	PUNCT
awl-354	268	7	.	.	PUNCT
awl-354	269	1	creating	create	VERB
awl-354	269	2	a	a	DET
awl-354	269	3	safe	safe	ADJ
awl-354	269	4	environment	environment	NOUN
awl-354	269	5	for	for	ADP
awl-354	269	6	women	woman	NOUN
awl-354	269	7	's	's	PART
awl-354	269	8	leadership	leadership	NOUN
awl-354	269	9	transformation	transformation	NOUN
awl-354	269	10	.	.	PUNCT
awl-354	270	1	academy	academy	PROPN
awl-354	270	2	of	of	ADP
awl-354	270	3	management	management	NOUN
awl-354	270	4	annual	annual	ADJ
awl-354	270	5	meeting	meeting	NOUN
awl-354	270	6	proceedings	proceeding	NOUN
awl-354	270	7	,	,	PUNCT
awl-354	270	8	1	1	NUM
awl-354	270	9	-	-	SYM
awl-354	270	10	6	6	NUM
awl-354	270	11	.	.	PUNCT
awl-354	271	1	https://doi.org/10.5465/ambpp.2010.54501114	https://doi.org/10.5465/ambpp.2010.54501114	PROPN
awl-354	271	2	díaz	díaz	PROPN
awl-354	271	3	,	,	PUNCT
awl-354	271	4	e.	e.	PROPN
awl-354	271	5	r.	r.	PROPN
awl-354	271	6	,	,	PUNCT
awl-354	271	7	&	&	CCONJ
awl-354	271	8	lituchy	lituchy	PROPN
awl-354	271	9	,	,	PUNCT
awl-354	271	10	t.	t.	PROPN
awl-354	271	11	r.	r.	PROPN
awl-354	271	12	(	(	PUNCT
awl-354	271	13	2020	2020	NUM
awl-354	271	14	)	)	PUNCT
awl-354	271	15	.	.	PUNCT
awl-354	272	1	leader	leader	NOUN
awl-354	272	2	behavior	behavior	NOUN
awl-354	272	3	expectations	expectation	NOUN
awl-354	272	4	from	from	ADP
awl-354	272	5	a	a	DET
awl-354	272	6	gender	gender	NOUN
awl-354	272	7	perspective	perspective	NOUN
awl-354	272	8	:	:	PUNCT
awl-354	272	9	an	an	DET
awl-354	272	10	extension	extension	NOUN
awl-354	272	11	of	of	ADP
awl-354	272	12	the	the	DET
awl-354	272	13	lead	lead	ADJ
awl-354	272	14	study	study	NOUN
awl-354	272	15	in	in	ADP
awl-354	272	16	mexico	mexico	PROPN
awl-354	272	17	.	.	PUNCT
awl-354	273	1	revista	revista	PROPN
awl-354	273	2	del	del	PROPN
awl-354	273	3	centro	centro	PROPN
awl-354	273	4	de	de	X
awl-354	273	5	investigación	investigación	PROPN
awl-354	273	6	de	de	PROPN
awl-354	273	7	la	la	X
awl-354	273	8	universidad	universidad	PROPN
awl-354	273	9	la	la	X
awl-354	273	10	salle	salle	PROPN
awl-354	273	11	,	,	PUNCT
awl-354	273	12	13(52	13(52	NUM
awl-354	273	13	)	)	PUNCT
awl-354	273	14	,	,	PUNCT
awl-354	273	15	91	91	NUM
awl-354	273	16	-	-	SYM
awl-354	273	17	110	110	NUM
awl-354	273	18	.	.	PUNCT
awl-354	274	1	https://doi.org/10.26457/recein.v13i52.2459	https://doi.org/10.26457/recein.v13i52.2459	NOUN
awl-354	274	2	díaz	díaz	NOUN
awl-354	274	3	,	,	PUNCT
awl-354	274	4	e.	e.	PROPN
awl-354	274	5	r.	r.	PROPN
awl-354	274	6	,	,	PUNCT
awl-354	274	7	sánchez	sánchez	NOUN
awl-354	274	8	-	-	PUNCT
awl-354	274	9	vélez	vélez	PROPN
awl-354	274	10	,	,	PUNCT
awl-354	274	11	c.	c.	PROPN
awl-354	274	12	g.	g.	PROPN
awl-354	274	13	,	,	PUNCT
awl-354	274	14	&	&	CCONJ
awl-354	274	15	santana	santana	PROPN
awl-354	274	16	-	-	PUNCT
awl-354	274	17	serrano	serrano	PROPN
awl-354	274	18	,	,	PUNCT
awl-354	274	19	l.	l.	PROPN
awl-354	274	20	(	(	PUNCT
awl-354	274	21	2019	2019	NUM
awl-354	274	22	)	)	PUNCT
awl-354	274	23	.	.	PUNCT
awl-354	275	1	integrating	integrate	VERB
awl-354	275	2	the	the	DET
awl-354	275	3	five	five	NUM
awl-354	275	4	practices	practice	NOUN
awl-354	275	5	of	of	ADP
awl-354	275	6	exemplary	exemplary	ADJ
awl-354	275	7	leadership	leadership	NOUN
awl-354	275	8	model	model	NOUN
awl-354	275	9	into	into	ADP
awl-354	275	10	entrepreneurship	entrepreneurship	NOUN
awl-354	275	11	education	education	NOUN
awl-354	275	12	.	.	PUNCT
awl-354	276	1	international	international	ADJ
awl-354	276	2	journal	journal	NOUN
awl-354	276	3	for	for	ADP
awl-354	276	4	the	the	DET
awl-354	276	5	scholarship	scholarship	NOUN
awl-354	276	6	of	of	ADP
awl-354	276	7	teaching	teaching	NOUN
awl-354	276	8	and	and	CCONJ
awl-354	276	9	learning	learning	NOUN
awl-354	276	10	,	,	PUNCT
awl-354	276	11	13(3	13(3	NUM
awl-354	276	12	)	)	PUNCT
awl-354	276	13	.	.	PUNCT
awl-354	277	1	https://doi.org/10.20429/ijsotl.2019.130310	https://doi.org/10.20429/ijsotl.2019.130310	PROPN
awl-354	277	2	dimitriadi	dimitriadi	NOUN
awl-354	277	3	,	,	PUNCT
awl-354	277	4	a.	a.	NOUN
awl-354	277	5	(	(	PUNCT
awl-354	277	6	2013	2013	NUM
awl-354	277	7	)	)	PUNCT
awl-354	277	8	.	.	PUNCT
awl-354	278	1	young	young	ADJ
awl-354	278	2	women	woman	NOUN
awl-354	278	3	in	in	ADP
awl-354	278	4	science	science	NOUN
awl-354	278	5	and	and	CCONJ
awl-354	278	6	technology	technology	NOUN
awl-354	278	7	:	:	PUNCT
awl-354	278	8	the	the	DET
awl-354	278	9	importance	importance	NOUN
awl-354	278	10	of	of	ADP
awl-354	278	11	choice	choice	NOUN
awl-354	278	12	.	.	PUNCT
awl-354	279	1	journal	journal	NOUN
awl-354	279	2	of	of	ADP
awl-354	279	3	innovation	innovation	NOUN
awl-354	279	4	and	and	CCONJ
awl-354	279	5	entrepreneurship	entrepreneurship	NOUN
awl-354	279	6	,	,	PUNCT
awl-354	279	7	2(5	2(5	NUM
awl-354	279	8	)	)	PUNCT
awl-354	279	9	.	.	PUNCT
awl-354	280	1	dockterman	dockterman	PROPN
awl-354	280	2	,	,	PUNCT
awl-354	280	3	e.	e.	PROPN
awl-354	280	4	(	(	PUNCT
awl-354	280	5	2014	2014	NUM
awl-354	280	6	)	)	PUNCT
awl-354	280	7	.	.	PUNCT
awl-354	281	1	cracking	crack	VERB
awl-354	281	2	the	the	DET
awl-354	281	3	girl	girl	NOUN
awl-354	281	4	code	code	NOUN
awl-354	281	5	.	.	PUNCT
awl-354	282	1	time	time	NOUN
awl-354	282	2	,	,	PUNCT
awl-354	282	3	184(6	184(6	NUM
awl-354	282	4	)	)	PUNCT
awl-354	282	5	,	,	PUNCT
awl-354	282	6	44	44	NUM
awl-354	282	7	-	-	SYM
awl-354	282	8	46	46	NUM
awl-354	282	9	.	.	PUNCT
awl-354	283	1	ehrlinger	ehrlinger	NOUN
awl-354	283	2	,	,	PUNCT
awl-354	283	3	j.	j.	PROPN
awl-354	283	4	,	,	PUNCT
awl-354	283	5	plant	plant	NOUN
awl-354	283	6	,	,	PUNCT
awl-354	283	7	e.	e.	PROPN
awl-354	283	8	a.	a.	PROPN
awl-354	283	9	,	,	PUNCT
awl-354	283	10	hartwig	hartwig	PROPN
awl-354	283	11	,	,	PUNCT
awl-354	283	12	m.	m.	PROPN
awl-354	283	13	k.	k.	PROPN
awl-354	283	14	,	,	PUNCT
awl-354	283	15	vossen	vossen	PROPN
awl-354	283	16	,	,	PUNCT
awl-354	283	17	j.	j.	PROPN
awl-354	283	18	j.	j.	PROPN
awl-354	283	19	,	,	PUNCT
awl-354	283	20	columb	columb	PROPN
awl-354	283	21	,	,	PUNCT
awl-354	283	22	c.	c.	PROPN
awl-354	283	23	j.	j.	PROPN
awl-354	283	24	,	,	PUNCT
awl-354	283	25	&	&	CCONJ
awl-354	283	26	brewer	brewer	PROPN
awl-354	283	27	,	,	PUNCT
awl-354	283	28	l.	l.	PROPN
awl-354	283	29	e.	e.	PROPN
awl-354	283	30	(	(	PUNCT
awl-354	283	31	2018	2018	NUM
awl-354	283	32	)	)	PUNCT
awl-354	283	33	.	.	PUNCT
awl-354	284	1	do	do	AUX
awl-354	284	2	gender	gender	NOUN
awl-354	284	3	differences	difference	NOUN
awl-354	284	4	in	in	ADP
awl-354	284	5	perceived	perceive	VERB
awl-354	284	6	prototypical	prototypical	ADJ
awl-354	284	7	computer	computer	NOUN
awl-354	284	8	scientists	scientist	NOUN
awl-354	284	9	and	and	CCONJ
awl-354	284	10	engineers	engineer	NOUN
awl-354	284	11	contribute	contribute	VERB
awl-354	284	12	to	to	ADP
awl-354	284	13	gender	gender	NOUN
awl-354	284	14	gaps	gap	NOUN
awl-354	284	15	in	in	ADP
awl-354	284	16	computer	computer	NOUN
awl-354	284	17	science	science	NOUN
awl-354	284	18	and	and	CCONJ
awl-354	284	19	engineering	engineering	NOUN
awl-354	284	20	?	?	PUNCT
awl-354	285	1	sex	sex	NOUN
awl-354	285	2	roles	role	NOUN
awl-354	285	3	,	,	PUNCT
awl-354	285	4	78(1–2	78(1–2	PROPN
awl-354	285	5	)	)	PUNCT
awl-354	285	6	,	,	PUNCT
awl-354	285	7	40–51	40–51	NUM
awl-354	285	8	.	.	PUNCT
awl-354	286	1	https://doi.org/10.1007/s11199-017-0763-x	https://doi.org/10.1007/s11199-017-0763-x	PROPN
awl-354	286	2	fortenberry	fortenberry	NOUN
awl-354	286	3	,	,	PUNCT
awl-354	286	4	n.	n.	PROPN
awl-354	286	5	l.	l.	PROPN
awl-354	286	6	,	,	PUNCT
awl-354	286	7	&	&	CCONJ
awl-354	286	8	cady	cady	PROPN
awl-354	286	9	,	,	PUNCT
awl-354	286	10	e.	e.	PROPN
awl-354	286	11	(	(	PUNCT
awl-354	286	12	2009	2009	NUM
awl-354	286	13	,	,	PUNCT
awl-354	286	14	july	july	PROPN
awl-354	286	15	)	)	PUNCT
awl-354	286	16	.	.	PUNCT
awl-354	287	1	working	work	VERB
awl-354	287	2	directly	directly	ADV
awl-354	287	3	with	with	ADP
awl-354	287	4	engineering	engineering	NOUN
awl-354	287	5	departments	department	NOUN
awl-354	287	6	to	to	PART
awl-354	287	7	increase	increase	VERB
awl-354	287	8	diversity	diversity	NOUN
awl-354	287	9	.	.	PUNCT
awl-354	288	1	journal	journal	NOUN
awl-354	288	2	of	of	ADP
awl-354	288	3	stem	stem	NOUN
awl-354	288	4	education	education	NOUN
awl-354	288	5	:	:	PUNCT
awl-354	288	6	innovations	innovation	NOUN
awl-354	288	7	&	&	CCONJ
awl-354	288	8	research	research	NOUN
awl-354	288	9	,	,	PUNCT
awl-354	288	10	pp	pp	ADJ
awl-354	288	11	.	.	PUNCT
awl-354	289	1	6	6	NUM
awl-354	289	2	-	-	SYM
awl-354	289	3	8	8	NUM
awl-354	289	4	.	.	PUNCT
awl-354	290	1	gailliard	gailliard	NOUN
awl-354	290	2	,	,	PUNCT
awl-354	290	3	b.	b.	PROPN
awl-354	290	4	,	,	PUNCT
awl-354	290	5	&	&	CCONJ
awl-354	290	6	batmanian	batmanian	ADJ
awl-354	290	7	,	,	PUNCT
awl-354	290	8	n.	n.	PROPN
awl-354	290	9	(	(	PUNCT
awl-354	290	10	2016	2016	NUM
awl-354	290	11	)	)	PUNCT
awl-354	290	12	.	.	PUNCT
awl-354	291	1	the	the	DET
awl-354	291	2	marginalization	marginalization	NOUN
awl-354	291	3	experiences	experience	NOUN
awl-354	291	4	of	of	ADP
awl-354	291	5	women	woman	NOUN
awl-354	291	6	in	in	ADP
awl-354	291	7	stem	stem	NOUN
awl-354	291	8	.	.	PUNCT
awl-354	292	1	proceedings	proceeding	NOUN
awl-354	292	2	from	from	ADP
awl-354	292	3	rutgers	rutgers	PROPN
awl-354	292	4	scholarship	scholarship	NOUN
awl-354	292	5	on	on	ADP
awl-354	292	6	diversity	diversity	NOUN
awl-354	292	7	and	and	CCONJ
awl-354	292	8	inclusion	inclusion	NOUN
awl-354	292	9	:	:	PUNCT
awl-354	292	10	current	current	ADJ
awl-354	292	11	findings	finding	NOUN
awl-354	292	12	and	and	CCONJ
awl-354	292	13	future	future	ADJ
awl-354	292	14	considerations	consideration	NOUN
awl-354	292	15	.	.	PUNCT
awl-354	293	1	newark	newark	PROPN
awl-354	293	2	,	,	PUNCT
awl-354	293	3	nj	nj	PROPN
awl-354	293	4	:	:	PUNCT
awl-354	293	5	rutgers	rutgers	PROPN
awl-354	293	6	university	university	PROPN
awl-354	293	7	.	.	PUNCT
awl-354	293	8	gonzález	gonzález	PROPN
awl-354	293	9	,	,	PUNCT
awl-354	293	10	o.	o.	PROPN
awl-354	293	11	t.	t.	PROPN
awl-354	293	12	,	,	PUNCT
awl-354	293	13	&	&	CCONJ
awl-354	293	14	pau	pau	PROPN
awl-354	293	15	,	,	PUNCT
awl-354	293	16	b.	b.	PROPN
awl-354	293	17	(	(	PUNCT
awl-354	293	18	2011	2011	NUM
awl-354	293	19	)	)	PUNCT
awl-354	293	20	.	.	PUNCT
awl-354	294	1	"	"	PUNCT
awl-354	294	2	techo	techo	PROPN
awl-354	294	3	de	de	X
awl-354	294	4	cristal	cristal	PROPN
awl-354	294	5	"	"	PUNCT
awl-354	294	6	y	y	PROPN
awl-354	294	7	"	"	PUNCT
awl-354	294	8	suelo	suelo	VERB
awl-354	294	9	pegajoso	pegajoso	NOUN
awl-354	294	10	"	"	PUNCT
awl-354	294	11	.	.	PUNCT
awl-354	295	1	la	la	PROPN
awl-354	295	2	situación	situación	PROPN
awl-354	295	3	de	de	PROPN
awl-354	295	4	la	la	PROPN
awl-354	295	5	mujer	mujer	PROPN
awl-354	295	6	en	en	PROPN
awl-354	295	7	los	los	PROPN
awl-354	295	8	sistemas	sistemas	PROPN
awl-354	295	9	alemán	alemán	PROPN
awl-354	295	10	y	y	PROPN
awl-354	295	11	español	español	PROPN
awl-354	295	12	de	de	X
awl-354	295	13	ciencia	ciencia	PROPN
awl-354	295	14	y	y	PROPN
awl-354	295	15	tecnología	tecnología	PROPN
awl-354	295	16	.	.	PROPN
awl-354	296	1	revista	revista	PROPN
awl-354	296	2	iberoamericana	iberoamericana	PROPN
awl-354	296	3	de	de	PROPN
awl-354	296	4	ciencia	ciencia	PROPN
awl-354	296	5	,	,	PUNCT
awl-354	296	6	tecnologia	tecnologia	PROPN
awl-354	296	7	y	y	PROPN
awl-354	296	8	sociedad	sociedad	PROPN
awl-354	296	9	,	,	PUNCT
awl-354	296	10	6(18	6(18	NUM
awl-354	296	11	)	)	PUNCT
awl-354	296	12	,	,	PUNCT
awl-354	296	13	1	1	NUM
awl-354	296	14	-	-	SYM
awl-354	296	15	23	23	NUM
awl-354	296	16	.	.	PUNCT
awl-354	297	1	guiso	guiso	PROPN
awl-354	297	2	,	,	PUNCT
awl-354	297	3	l.	l.	PROPN
awl-354	297	4	,	,	PUNCT
awl-354	297	5	monte	monte	PROPN
awl-354	297	6	,	,	PUNCT
awl-354	297	7	f.	f.	PROPN
awl-354	297	8	,	,	PUNCT
awl-354	297	9	sapienza	sapienza	PROPN
awl-354	297	10	,	,	PUNCT
awl-354	297	11	p.	p.	NOUN
awl-354	297	12	,	,	PUNCT
awl-354	297	13	&	&	CCONJ
awl-354	297	14	zingales	zingales	PROPN
awl-354	297	15	,	,	PUNCT
awl-354	297	16	l.	l.	PROPN
awl-354	297	17	(	(	PUNCT
awl-354	297	18	2008	2008	NUM
awl-354	297	19	)	)	PUNCT
awl-354	297	20	.	.	PUNCT
awl-354	298	1	culture	culture	NOUN
awl-354	298	2	,	,	PUNCT
awl-354	298	3	math	math	NOUN
awl-354	298	4	,	,	PUNCT
awl-354	298	5	and	and	CCONJ
awl-354	298	6	gender	gender	NOUN
awl-354	298	7	.	.	PUNCT
awl-354	299	1	science	science	NOUN
awl-354	299	2	,	,	PUNCT
awl-354	299	3	321(5888)1164	321(5888)1164	NOUN
awl-354	299	4	-	-	SYM
awl-354	299	5	1165	1165	NUM
awl-354	299	6	.	.	PUNCT
awl-354	300	1	hill	hill	PROPN
awl-354	300	2	,	,	PUNCT
awl-354	300	3	c.	c.	PROPN
awl-354	300	4	,	,	PUNCT
awl-354	300	5	corbett	corbett	PROPN
awl-354	300	6	,	,	PUNCT
awl-354	300	7	c.	c.	PROPN
awl-354	300	8	,	,	PUNCT
awl-354	300	9	&	&	CCONJ
awl-354	300	10	st	st	PROPN
awl-354	300	11	.	.	PROPN
awl-354	300	12	rose	rise	VERB
awl-354	300	13	,	,	PUNCT
awl-354	300	14	a.	a.	NOUN
awl-354	300	15	(	(	PUNCT
awl-354	300	16	2010	2010	NUM
awl-354	300	17	)	)	PUNCT
awl-354	300	18	.	.	PUNCT
awl-354	301	1	why	why	SCONJ
awl-354	301	2	so	so	ADV
awl-354	301	3	few	few	ADJ
awl-354	301	4	?	?	PUNCT
awl-354	302	1	women	woman	NOUN
awl-354	302	2	in	in	ADP
awl-354	302	3	science	science	NOUN
awl-354	302	4	,	,	PUNCT
awl-354	302	5	technology	technology	NOUN
awl-354	302	6	,	,	PUNCT
awl-354	302	7	engineering	engineering	NOUN
awl-354	302	8	,	,	PUNCT
awl-354	302	9	and	and	CCONJ
awl-354	302	10	mathematics	mathematic	NOUN
awl-354	302	11	.	.	PUNCT
awl-354	303	1	washington	washington	PROPN
awl-354	303	2	,	,	PUNCT
awl-354	303	3	d.c	d.c	PROPN
awl-354	303	4	.	.	PROPN
awl-354	303	5	:	:	PUNCT
awl-354	304	1	american	american	PROPN
awl-354	304	2	association	association	PROPN
awl-354	304	3	of	of	ADP
awl-354	304	4	university	university	NOUN
awl-354	304	5	women	woman	NOUN
awl-354	304	6	.	.	PUNCT
awl-354	305	1	hughes	hughes	PROPN
awl-354	305	2	,	,	PUNCT
awl-354	305	3	r.	r.	PROPN
awl-354	305	4	,	,	PUNCT
awl-354	305	5	nzekwe	nzekwe	ADJ
awl-354	305	6	,	,	PUNCT
awl-354	305	7	b.	b.	PROPN
awl-354	305	8	,	,	PUNCT
awl-354	305	9	&	&	CCONJ
awl-354	305	10	molyneaux	molyneaux	PROPN
awl-354	305	11	,	,	PUNCT
awl-354	305	12	k.	k.	PROPN
awl-354	305	13	(	(	PUNCT
awl-354	305	14	2013	2013	NUM
awl-354	305	15	)	)	PUNCT
awl-354	305	16	.	.	PUNCT
awl-354	306	1	the	the	DET
awl-354	306	2	single	single	ADJ
awl-354	306	3	sex	sex	NOUN
awl-354	306	4	debate	debate	NOUN
awl-354	306	5	for	for	ADP
awl-354	306	6	girls	girl	NOUN
awl-354	306	7	in	in	ADP
awl-354	306	8	science	science	NOUN
awl-354	306	9	:	:	PUNCT
awl-354	306	10	a	a	DET
awl-354	306	11	comparison	comparison	NOUN
awl-354	306	12	between	between	ADP
awl-354	306	13	two	two	NUM
awl-354	306	14	informal	informal	ADJ
awl-354	306	15	science	science	NOUN
awl-354	306	16	programs	program	NOUN
awl-354	306	17	on	on	ADP
awl-354	306	18	middle	middle	ADJ
awl-354	306	19	school	school	NOUN
awl-354	306	20	students	student	NOUN
awl-354	306	21	’	'	PUNCT
awl-354	306	22	stem	stem	VERB
awl-354	306	23	identity	identity	NOUN
awl-354	306	24	formation	formation	NOUN
awl-354	306	25	.	.	PUNCT
awl-354	307	1	research	research	NOUN
awl-354	307	2	in	in	ADP
awl-354	307	3	science	science	NOUN
awl-354	307	4	education	education	NOUN
awl-354	307	5	,	,	PUNCT
awl-354	307	6	43(5	43(5	NUM
awl-354	307	7	)	)	PUNCT
awl-354	307	8	,	,	PUNCT
awl-354	307	9	1979	1979	NUM
awl-354	307	10	-	-	SYM
awl-354	307	11	2007	2007	NUM
awl-354	307	12	.	.	PUNCT
awl-354	308	1	hyde	hyde	PROPN
awl-354	308	2	,	,	PUNCT
awl-354	308	3	j.	j.	PROPN
awl-354	308	4	,	,	PUNCT
awl-354	308	5	lindberg	lindberg	PROPN
awl-354	308	6	,	,	PUNCT
awl-354	308	7	s.	s.	PROPN
awl-354	308	8	,	,	PUNCT
awl-354	308	9	linn	linn	PROPN
awl-354	308	10	,	,	PUNCT
awl-354	308	11	m.	m.	NOUN
awl-354	308	12	,	,	PUNCT
awl-354	308	13	ellis	ellis	PROPN
awl-354	308	14	,	,	PUNCT
awl-354	308	15	a.	a.	PROPN
awl-354	308	16	,	,	PUNCT
awl-354	308	17	&	&	CCONJ
awl-354	308	18	williams	williams	PROPN
awl-354	308	19	,	,	PUNCT
awl-354	308	20	c.	c.	PROPN
awl-354	308	21	(	(	PUNCT
awl-354	308	22	2008	2008	NUM
awl-354	308	23	)	)	PUNCT
awl-354	308	24	.	.	PUNCT
awl-354	309	1	diversity	diversity	NOUN
awl-354	309	2	,	,	PUNCT
awl-354	309	3	gender	gender	NOUN
awl-354	309	4	similarities	similarity	NOUN
awl-354	309	5	characterize	characterize	VERB
awl-354	309	6	math	math	NOUN
awl-354	309	7	performance	performance	NOUN
awl-354	309	8	.	.	PUNCT
awl-354	310	1	science	science	NOUN
awl-354	310	2	,	,	PUNCT
awl-354	310	3	321(5888	321(5888	NUM
awl-354	310	4	)	)	PUNCT
awl-354	310	5	,	,	PUNCT
awl-354	310	6	494	494	NUM
awl-354	310	7	-	-	SYM
awl-354	310	8	495	495	NUM
awl-354	310	9	.	.	PUNCT
awl-354	311	1	jesse	jesse	PROPN
awl-354	311	2	,	,	PUNCT
awl-354	311	3	j.	j.	PROPN
awl-354	311	4	k.	k.	PROPN
awl-354	311	5	(	(	PUNCT
awl-354	311	6	2006	2006	NUM
awl-354	311	7	)	)	PUNCT
awl-354	311	8	.	.	PUNCT
awl-354	312	1	the	the	DET
awl-354	312	2	poverty	poverty	NOUN
awl-354	312	3	of	of	ADP
awl-354	312	4	the	the	DET
awl-354	312	5	pipeline	pipeline	NOUN
awl-354	312	6	metaphor	metaphor	NOUN
awl-354	312	7	:	:	PUNCT
awl-354	312	8	the	the	DET
awl-354	312	9	aaas	aaas	NOUN
awl-354	312	10	/	/	SYM
awl-354	312	11	cpst	cpst	NOUN
awl-354	312	12	study	study	NOUN
awl-354	312	13	on	on	ADP
awl-354	312	14	nontraditional	nontraditional	ADJ
awl-354	312	15	pathways	pathway	NOUN
awl-354	312	16	in	in	ADP
awl-354	312	17	it	it	PRON
awl-354	312	18	/	/	SYM
awl-354	312	19	cs	cs	ADJ
awl-354	312	20	education	education	NOUN
awl-354	312	21	and	and	CCONJ
awl-354	312	22	the	the	DET
awl-354	312	23	workforce	workforce	NOUN
awl-354	312	24	.	.	PUNCT
awl-354	313	1	in	in	ADP
awl-354	313	2	women	woman	NOUN
awl-354	313	3	and	and	CCONJ
awl-354	313	4	information	information	NOUN
awl-354	313	5	technology	technology	NOUN
awl-354	313	6	:	:	PUNCT
awl-354	313	7	research	research	NOUN
awl-354	313	8	on	on	ADP
awl-354	313	9	underrepresentation	underrepresentation	NOUN
awl-354	313	10	,	,	PUNCT
awl-354	313	11	j.	j.	PROPN
awl-354	313	12	m.	m.	PROPN
awl-354	313	13	cohoon	cohoon	PROPN
awl-354	313	14	and	and	CCONJ
awl-354	313	15	w.	w.	PROPN
awl-354	313	16	aspray	aspray	PROPN
awl-354	313	17	,	,	PUNCT
awl-354	313	18	eds	eds	PROPN
awl-354	313	19	.	.	PROPN
awl-354	313	20	cambridge	cambridge	PROPN
awl-354	313	21	,	,	PUNCT
awl-354	313	22	ma	ma	PROPN
awl-354	313	23	:	:	PUNCT
awl-354	313	24	the	the	DET
awl-354	313	25	mit	mit	PROPN
awl-354	313	26	press	press	NOUN
awl-354	313	27	.	.	PUNCT
awl-354	314	1	kim	kim	PROPN
awl-354	314	2	,	,	PUNCT
awl-354	314	3	k.	k.	PROPN
awl-354	314	4	,	,	PUNCT
awl-354	314	5	fann	fann	PROPN
awl-354	314	6	,	,	PUNCT
awl-354	314	7	a.	a.	PROPN
awl-354	314	8	,	,	PUNCT
awl-354	314	9	&	&	CCONJ
awl-354	314	10	misa	misa	PROPN
awl-354	314	11	-	-	PUNCT
awl-354	314	12	escalante	escalante	PROPN
awl-354	314	13	,	,	PUNCT
awl-354	314	14	k.	k.	PROPN
awl-354	314	15	(	(	PUNCT
awl-354	314	16	2011	2011	NUM
awl-354	314	17	)	)	PUNCT
awl-354	314	18	.	.	PUNCT
awl-354	315	1	engaging	engage	VERB
awl-354	315	2	women	woman	NOUN
awl-354	315	3	in	in	ADP
awl-354	315	4	computer	computer	NOUN
awl-354	315	5	science	science	NOUN
awl-354	315	6	and	and	CCONJ
awl-354	315	7	engineering	engineering	NOUN
awl-354	315	8	:	:	PUNCT
awl-354	315	9	promising	promise	VERB
awl-354	315	10	practices	practice	NOUN
awl-354	315	11	for	for	ADP
awl-354	315	12	promoting	promote	VERB
awl-354	315	13	gender	gender	NOUN
awl-354	315	14	equity	equity	NOUN
awl-354	315	15	in	in	ADP
awl-354	315	16	undergraduate	undergraduate	ADJ
awl-354	315	17	research	research	NOUN
awl-354	315	18	experience	experience	NOUN
awl-354	315	19	.	.	PUNCT
awl-354	316	1	acm	acm	NOUN
awl-354	316	2	transactions	transaction	NOUN
awl-354	316	3	on	on	ADP
awl-354	316	4	computing	compute	VERB
awl-354	316	5	education	education	NOUN
awl-354	316	6	,	,	PUNCT
awl-354	316	7	11(2	11(2	NOUN
awl-354	316	8	)	)	PUNCT
awl-354	316	9	,	,	PUNCT
awl-354	316	10	1	1	NUM
awl-354	316	11	-	-	SYM
awl-354	316	12	19	19	NUM
awl-354	316	13	.	.	PUNCT
awl-354	317	1	kotnour	kotnour	PROPN
awl-354	317	2	,	,	PUNCT
awl-354	317	3	t.	t.	PROPN
awl-354	317	4	,	,	PUNCT
awl-354	317	5	hoekstra	hoekstra	PROPN
awl-354	317	6	,	,	PUNCT
awl-354	317	7	r.	r.	PROPN
awl-354	317	8	,	,	PUNCT
awl-354	317	9	reilly	reilly	PROPN
awl-354	317	10	,	,	PUNCT
awl-354	317	11	c.	c.	PROPN
awl-354	317	12	,	,	PUNCT
awl-354	317	13	knight	knight	NOUN
awl-354	317	14	,	,	PUNCT
awl-354	317	15	r.	r.	PROPN
awl-354	317	16	,	,	PUNCT
awl-354	317	17	&	&	CCONJ
awl-354	317	18	selter	selter	VERB
awl-354	317	19	,	,	PUNCT
awl-354	317	20	j.	j.	PROPN
awl-354	317	21	(	(	PUNCT
awl-354	317	22	2013	2013	NUM
awl-354	317	23	)	)	PUNCT
awl-354	317	24	.	.	PUNCT
awl-354	318	1	infusing	infuse	VERB
awl-354	318	2	leadership	leadership	NOUN
awl-354	318	3	education	education	NOUN
awl-354	318	4	in	in	ADP
awl-354	318	5	the	the	DET
awl-354	318	6	undergraduate	undergraduate	ADJ
awl-354	318	7	engineering	engineering	NOUN
awl-354	318	8	experience	experience	NOUN
awl-354	318	9	:	:	PUNCT
awl-354	318	10	a	a	DET
awl-354	318	11	framework	framework	NOUN
awl-354	318	12	from	from	ADP
awl-354	318	13	ucf	ucf	PROPN
awl-354	318	14	's	's	PART
awl-354	318	15	eli2	eli2	PROPN
awl-354	318	16	.	.	PUNCT
awl-354	319	1	journal	journal	PROPN
awl-354	319	2	of	of	ADP
awl-354	319	3	leadership	leadership	NOUN
awl-354	319	4	studies	study	NOUN
awl-354	319	5	,	,	PUNCT
awl-354	319	6	7(4	7(4	NUM
awl-354	319	7	)	)	PUNCT
awl-354	319	8	,	,	PUNCT
awl-354	319	9	48	48	NUM
awl-354	319	10	-	-	SYM
awl-354	319	11	57	57	NUM
awl-354	319	12	.	.	PUNCT
awl-354	320	1	https://doi.org/10.1002/jls.21310	https://doi.org/10.1002/jls.21310	PROPN
awl-354	320	2	kouzes	kouzes	PROPN
awl-354	320	3	,	,	PUNCT
awl-354	320	4	j.	j.	PROPN
awl-354	320	5	m.	m.	PROPN
awl-354	320	6	,	,	PUNCT
awl-354	320	7	&	&	CCONJ
awl-354	320	8	posner	posner	PROPN
awl-354	320	9	,	,	PUNCT
awl-354	320	10	b.	b.	PROPN
awl-354	320	11	z.	z.	PROPN
awl-354	320	12	(	(	PUNCT
awl-354	320	13	2019	2019	NUM
awl-354	320	14	)	)	PUNCT
awl-354	320	15	.	.	PUNCT
awl-354	321	1	leadership	leadership	NOUN
awl-354	321	2	in	in	ADP
awl-354	321	3	higher	high	ADJ
awl-354	321	4	education	education	NOUN
awl-354	321	5	:	:	PUNCT
awl-354	321	6	practices	practice	NOUN
awl-354	321	7	that	that	PRON
awl-354	321	8	make	make	VERB
awl-354	321	9	a	a	DET
awl-354	321	10	difference	difference	NOUN
awl-354	321	11	.	.	PUNCT
awl-354	322	1	oakland	oakland	PROPN
awl-354	322	2	,	,	PUNCT
awl-354	322	3	california	california	PROPN
awl-354	322	4	:	:	PUNCT
awl-354	322	5	berret	berret	PROPN
awl-354	322	6	-	-	PUNCT
awl-354	322	7	koehlers	koehler	NOUN
awl-354	322	8	publishers	publisher	NOUN
awl-354	322	9	,	,	PUNCT
awl-354	322	10	inc	inc	PROPN
awl-354	322	11	.	.	PROPN
awl-354	322	12	lewis	lewis	PROPN
awl-354	322	13	,	,	PUNCT
awl-354	322	14	k.	k.	PROPN
awl-354	322	15	(	(	PUNCT
awl-354	322	16	2018	2018	NUM
awl-354	322	17	)	)	PUNCT
awl-354	322	18	.	.	PUNCT
awl-354	323	1	gender	gender	NOUN
awl-354	323	2	-	-	PUNCT
awl-354	323	3	gaps	gap	NOUN
awl-354	323	4	,	,	PUNCT
awl-354	323	5	gender	gender	NOUN
awl-354	323	6	-	-	PUNCT
awl-354	323	7	based	base	VERB
awl-354	323	8	social	social	ADJ
awl-354	323	9	norms	norm	NOUN
awl-354	323	10	,	,	PUNCT
awl-354	323	11	and	and	CCONJ
awl-354	323	12	conditioning	conditioning	NOUN
awl-354	323	13	from	from	ADP
awl-354	323	14	the	the	DET
awl-354	323	15	vantage	vantage	NOUN
awl-354	323	16	point	point	NOUN
awl-354	323	17	of	of	ADP
awl-354	323	18	leadership	leadership	NOUN
awl-354	323	19	theories	theory	NOUN
awl-354	323	20	.	.	PUNCT
awl-354	324	1	international	international	ADJ
awl-354	324	2	forum	forum	NOUN
awl-354	324	3	of	of	ADP
awl-354	324	4	teaching	teaching	NOUN
awl-354	324	5	&	&	CCONJ
awl-354	324	6	studies	study	NOUN
awl-354	324	7	,	,	PUNCT
awl-354	324	8	14(1	14(1	NUM
awl-354	324	9	)	)	PUNCT
awl-354	324	10	,	,	PUNCT
awl-354	324	11	17	17	NUM
awl-354	324	12	-	-	SYM
awl-354	324	13	25	25	NUM
awl-354	324	14	.	.	PUNCT
awl-354	325	1	mackie	mackie	PROPN
awl-354	325	2	,	,	PUNCT
awl-354	325	3	d.	d.	PROPN
awl-354	325	4	(	(	PUNCT
awl-354	325	5	2014	2014	NUM
awl-354	325	6	)	)	PUNCT
awl-354	325	7	.	.	PUNCT
awl-354	326	1	the	the	DET
awl-354	326	2	effectiveness	effectiveness	NOUN
awl-354	326	3	of	of	ADP
awl-354	326	4	strength	strength	NOUN
awl-354	326	5	-	-	PUNCT
awl-354	326	6	based	base	VERB
awl-354	326	7	executive	executive	NOUN
awl-354	326	8	coaching	coaching	NOUN
awl-354	326	9	in	in	ADP
awl-354	326	10	enhancing	enhance	VERB
awl-354	326	11	full	full	ADJ
awl-354	326	12	range	range	NOUN
awl-354	326	13	leadership	leadership	NOUN
awl-354	326	14	development	development	NOUN
awl-354	326	15	:	:	PUNCT
awl-354	326	16	a	a	DET
awl-354	326	17	controlled	control	VERB
awl-354	326	18	study	study	NOUN
awl-354	326	19	.	.	PUNCT
awl-354	327	1	consulting	consult	VERB
awl-354	327	2	psychology	psychology	NOUN
awl-354	327	3	journal	journal	NOUN
awl-354	327	4	:	:	PUNCT
awl-354	327	5	practice	practice	NOUN
awl-354	327	6	and	and	CCONJ
awl-354	327	7	research	research	NOUN
awl-354	327	8	,	,	PUNCT
awl-354	327	9	66(2	66(2	NUM
awl-354	327	10	)	)	PUNCT
awl-354	327	11	,	,	PUNCT
awl-354	327	12	118	118	NUM
awl-354	327	13	-	-	SYM
awl-354	327	14	137	137	NUM
awl-354	327	15	.	.	PUNCT
awl-354	328	1	https://doi.org/10.1037/cpb0000005	https://doi.org/10.1037/cpb0000005	PROPN
awl-354	328	2	margolis	margolis	PROPN
awl-354	328	3	,	,	PUNCT
awl-354	328	4	j.	j.	PROPN
awl-354	328	5	,	,	PUNCT
awl-354	328	6	&	&	CCONJ
awl-354	328	7	fisher	fisher	PROPN
awl-354	328	8	,	,	PUNCT
awl-354	328	9	a.	a.	NOUN
awl-354	328	10	(	(	PUNCT
awl-354	328	11	2002	2002	NUM
awl-354	328	12	)	)	PUNCT
awl-354	328	13	.	.	PUNCT
awl-354	329	1	unlocking	unlock	VERB
awl-354	329	2	the	the	DET
awl-354	329	3	clubhouse	clubhouse	NOUN
awl-354	329	4	:	:	PUNCT
awl-354	329	5	women	woman	NOUN
awl-354	329	6	in	in	ADP
awl-354	329	7	computing	compute	VERB
awl-354	329	8	.	.	PUNCT
awl-354	330	1	cambridge	cambridge	PROPN
awl-354	330	2	,	,	PUNCT
awl-354	330	3	ma	ma	PROPN
awl-354	330	4	:	:	PUNCT
awl-354	330	5	mit	mit	PROPN
awl-354	330	6	press	press	NOUN
awl-354	330	7	.	.	PUNCT
awl-354	331	1	master	master	PROPN
awl-354	331	2	,	,	PUNCT
awl-354	331	3	a.	a.	NOUN
awl-354	331	4	,	,	PUNCT
awl-354	331	5	cheryan	cheryan	PROPN
awl-354	331	6	,	,	PUNCT
awl-354	331	7	s.	s.	PROPN
awl-354	331	8	,	,	PUNCT
awl-354	331	9	&	&	CCONJ
awl-354	331	10	meltzoff	meltzoff	ADV
awl-354	331	11	,	,	PUNCT
awl-354	331	12	a.	a.	NOUN
awl-354	331	13	n.	n.	NOUN
awl-354	331	14	(	(	PUNCT
awl-354	331	15	2016	2016	NUM
awl-354	331	16	)	)	PUNCT
awl-354	331	17	.	.	PUNCT
awl-354	332	1	computing	compute	VERB
awl-354	332	2	whether	whether	SCONJ
awl-354	332	3	she	she	PRON
awl-354	332	4	belongs	belong	VERB
awl-354	332	5	:	:	PUNCT
awl-354	332	6	stereotypes	stereotype	NOUN
awl-354	332	7	undermine	undermine	VERB
awl-354	332	8	girls	girl	NOUN
awl-354	332	9	’	'	PUNCT
awl-354	332	10	interest	interest	NOUN
awl-354	332	11	and	and	CCONJ
awl-354	332	12	sense	sense	NOUN
awl-354	332	13	of	of	ADP
awl-354	332	14	belonging	belong	VERB
awl-354	332	15	in	in	ADP
awl-354	332	16	computer	computer	NOUN
awl-354	332	17	science	science	NOUN
awl-354	332	18	.	.	PUNCT
awl-354	333	1	journal	journal	PROPN
awl-354	333	2	of	of	ADP
awl-354	333	3	educational	educational	ADJ
awl-354	333	4	psychology	psychology	NOUN
awl-354	333	5	,	,	PUNCT
awl-354	333	6	108(3	108(3	NUM
awl-354	333	7	)	)	PUNCT
awl-354	333	8	,	,	PUNCT
awl-354	333	9	424	424	NUM
awl-354	333	10	-	-	SYM
awl-354	333	11	437	437	NUM
awl-354	333	12	.	.	PUNCT
awl-354	334	1	https://doi.org/10.1037/edu0000061	https://doi.org/10.1037/edu0000061	NOUN
awl-354	334	2	advancing	advance	VERB
awl-354	334	3	women	woman	NOUN
awl-354	334	4	in	in	ADP
awl-354	334	5	leadership	leadership	NOUN
awl-354	334	6	journal	journal	NOUN
awl-354	334	7	-	-	PUNCT
awl-354	334	8	volume	volume	NOUN
awl-354	334	9	40	40	NUM
awl-354	334	10	47	47	NUM
awl-354	334	11	mckinney	mckinney	PROPN
awl-354	334	12	,	,	PUNCT
awl-354	334	13	v.	v.	PROPN
awl-354	334	14	,	,	PUNCT
awl-354	334	15	wilson	wilson	PROPN
awl-354	334	16	,	,	PUNCT
awl-354	334	17	d.	d.	PROPN
awl-354	334	18	,	,	PUNCT
awl-354	334	19	brooks	brooks	PROPN
awl-354	334	20	,	,	PUNCT
awl-354	334	21	n.	n.	NOUN
awl-354	334	22	,	,	PUNCT
awl-354	334	23	o’leary	o’leary	PROPN
awl-354	334	24	-	-	PUNCT
awl-354	334	25	kelly	kelly	PROPN
awl-354	334	26	,	,	PUNCT
awl-354	334	27	a.	a.	PROPN
awl-354	334	28	,	,	PUNCT
awl-354	334	29	&	&	CCONJ
awl-354	334	30	hardgrave	hardgrave	PROPN
awl-354	334	31	,	,	PUNCT
awl-354	334	32	b.	b.	PROPN
awl-354	334	33	(	(	PUNCT
awl-354	334	34	2008	2008	NUM
awl-354	334	35	)	)	PUNCT
awl-354	334	36	.	.	PUNCT
awl-354	335	1	women	woman	NOUN
awl-354	335	2	and	and	CCONJ
awl-354	335	3	men	man	NOUN
awl-354	335	4	in	in	ADP
awl-354	335	5	the	the	DET
awl-354	335	6	it	it	PRON
awl-354	335	7	profession	profession	NOUN
awl-354	335	8	.	.	PUNCT
awl-354	336	1	communications	communication	NOUN
awl-354	336	2	of	of	ADP
awl-354	336	3	the	the	DET
awl-354	336	4	acm	acm	NOUN
awl-354	336	5	,	,	PUNCT
awl-354	336	6	51(2	51(2	NUM
awl-354	336	7	)	)	PUNCT
awl-354	336	8	,	,	PUNCT
awl-354	336	9	81	81	NUM
awl-354	336	10	-	-	SYM
awl-354	336	11	84	84	NUM
awl-354	336	12	.	.	PUNCT
awl-354	337	1	mcinnes	mcinne	NOUN
awl-354	337	2	,	,	PUNCT
awl-354	337	3	k.	k.	PROPN
awl-354	337	4	(	(	PUNCT
awl-354	337	5	2009	2009	NUM
awl-354	337	6	)	)	PUNCT
awl-354	337	7	.	.	PUNCT
awl-354	338	1	student	student	NOUN
awl-354	338	2	paper	paper	NOUN
awl-354	338	3	:	:	PUNCT
awl-354	338	4	the	the	DET
awl-354	338	5	evolution	evolution	NOUN
awl-354	338	6	of	of	ADP
awl-354	338	7	leadership	leadership	NOUN
awl-354	338	8	and	and	CCONJ
awl-354	338	9	mentorship	mentorship	NOUN
awl-354	338	10	from	from	ADP
awl-354	338	11	1975	1975	NUM
awl-354	338	12	present	present	ADJ
awl-354	338	13	.	.	PUNCT
awl-354	339	1	integral	integral	ADJ
awl-354	339	2	leadership	leadership	NOUN
awl-354	339	3	review	review	NOUN
awl-354	339	4	,	,	PUNCT
awl-354	339	5	9(4	9(4	NUM
awl-354	339	6	)	)	PUNCT
awl-354	339	7	,	,	PUNCT
awl-354	339	8	1	1	NUM
awl-354	339	9	-	-	SYM
awl-354	339	10	23	23	NUM
awl-354	339	11	.	.	PUNCT
awl-354	340	1	morganson	morganson	PROPN
awl-354	340	2	,	,	PUNCT
awl-354	340	3	v.	v.	PROPN
awl-354	340	4	j.	j.	PROPN
awl-354	340	5	,	,	PUNCT
awl-354	340	6	major	major	PROPN
awl-354	340	7	,	,	PUNCT
awl-354	340	8	d.	d.	PROPN
awl-354	340	9	a.	a.	PROPN
awl-354	340	10	,	,	PUNCT
awl-354	340	11	streets	street	NOUN
awl-354	340	12	,	,	PUNCT
awl-354	340	13	v.	v.	ADP
awl-354	340	14	n.	n.	NOUN
awl-354	340	15	,	,	PUNCT
awl-354	340	16	litano	litano	ADJ
awl-354	340	17	,	,	PUNCT
awl-354	340	18	m.	m.	NOUN
awl-354	340	19	l.	l.	PROPN
awl-354	340	20	,	,	PUNCT
awl-354	340	21	&	&	CCONJ
awl-354	340	22	myers	myers	PROPN
awl-354	340	23	,	,	PUNCT
awl-354	340	24	d.	d.	PROPN
awl-354	340	25	p.	p.	PROPN
awl-354	340	26	(	(	PUNCT
awl-354	340	27	2015	2015	NUM
awl-354	340	28	)	)	PUNCT
awl-354	340	29	.	.	PUNCT
awl-354	341	1	using	use	VERB
awl-354	341	2	embeddedness	embeddedness	NOUN
awl-354	341	3	theory	theory	NOUN
awl-354	341	4	to	to	PART
awl-354	341	5	understand	understand	VERB
awl-354	341	6	and	and	CCONJ
awl-354	341	7	promote	promote	VERB
awl-354	341	8	persistence	persistence	NOUN
awl-354	341	9	in	in	ADP
awl-354	341	10	stem	stem	NOUN
awl-354	341	11	majors	major	NOUN
awl-354	341	12	.	.	PUNCT
awl-354	342	1	career	career	NOUN
awl-354	342	2	development	development	NOUN
awl-354	342	3	quarterly	quarterly	ADV
awl-354	342	4	,	,	PUNCT
awl-354	342	5	63(4	63(4	NOUN
awl-354	342	6	)	)	PUNCT
awl-354	342	7	,	,	PUNCT
awl-354	342	8	348	348	NUM
awl-354	342	9	-	-	SYM
awl-354	342	10	362	362	NUM
awl-354	342	11	.	.	PUNCT
awl-354	343	1	https://doi.org/10.1002/cdq.12033	https://doi.org/10.1002/cdq.12033	PROPN
awl-354	343	2	ng	ng	PROPN
awl-354	343	3	,	,	PUNCT
awl-354	343	4	e.	e.	PROPN
awl-354	343	5	,	,	PUNCT
awl-354	343	6	&	&	CCONJ
awl-354	343	7	sears	sears	PROPN
awl-354	343	8	,	,	PUNCT
awl-354	343	9	g.	g.	PROPN
awl-354	343	10	(	(	PUNCT
awl-354	343	11	2012	2012	NUM
awl-354	343	12	)	)	PUNCT
awl-354	343	13	.	.	PUNCT
awl-354	344	1	ceo	ceo	NOUN
awl-354	344	2	leadership	leadership	NOUN
awl-354	344	3	styles	style	NOUN
awl-354	344	4	and	and	CCONJ
awl-354	344	5	the	the	DET
awl-354	344	6	implementation	implementation	NOUN
awl-354	344	7	of	of	ADP
awl-354	344	8	organizational	organizational	ADJ
awl-354	344	9	diversity	diversity	NOUN
awl-354	344	10	practices	practice	NOUN
awl-354	344	11	:	:	PUNCT
awl-354	344	12	moderating	moderate	VERB
awl-354	344	13	effects	effect	NOUN
awl-354	344	14	of	of	ADP
awl-354	344	15	social	social	ADJ
awl-354	344	16	values	value	NOUN
awl-354	344	17	and	and	CCONJ
awl-354	344	18	age	age	NOUN
awl-354	344	19	.	.	PUNCT
awl-354	345	1	journal	journal	PROPN
awl-354	345	2	of	of	ADP
awl-354	345	3	business	business	NOUN
awl-354	345	4	ethics	ethic	NOUN
awl-354	345	5	,	,	PUNCT
awl-354	345	6	105(1	105(1	NUM
awl-354	345	7	)	)	PUNCT
awl-354	345	8	,	,	PUNCT
awl-354	345	9	41	41	NUM
awl-354	345	10	-	-	SYM
awl-354	345	11	52	52	NUM
awl-354	345	12	.	.	PUNCT
awl-354	346	1	https://doi.org/10.1007/s10551-011-0933-7	https://doi.org/10.1007/s10551-011-0933-7	PROPN
awl-354	346	2	northouse	northouse	NOUN
awl-354	346	3	,	,	PUNCT
awl-354	346	4	p.	p.	NOUN
awl-354	346	5	g.	g.	PROPN
awl-354	347	1	(	(	PUNCT
awl-354	347	2	2016	2016	NUM
awl-354	347	3	)	)	PUNCT
awl-354	347	4	.	.	PUNCT
awl-354	348	1	leadership	leadership	NOUN
awl-354	348	2	theory	theory	NOUN
awl-354	348	3	and	and	CCONJ
awl-354	348	4	practice	practice	NOUN
awl-354	348	5	(	(	PUNCT
awl-354	348	6	7th	7th	ADJ
awl-354	348	7	ed	ed	NOUN
awl-354	348	8	.	.	PUNCT
awl-354	348	9	)	)	PUNCT
awl-354	348	10	.	.	PUNCT
awl-354	349	1	new	new	PROPN
awl-354	349	2	york	york	PROPN
awl-354	349	3	:	:	PUNCT
awl-354	349	4	sage	sage	NOUN
awl-354	349	5	.	.	PUNCT
awl-354	350	1	pawley	pawley	NOUN
awl-354	350	2	,	,	PUNCT
awl-354	350	3	a.	a.	PROPN
awl-354	350	4	l.	l.	PROPN
awl-354	350	5	,	,	PUNCT
awl-354	350	6	schimpf	schimpf	PROPN
awl-354	350	7	,	,	PUNCT
awl-354	350	8	c.	c.	PROPN
awl-354	350	9	,	,	PUNCT
awl-354	350	10	&	&	CCONJ
awl-354	350	11	nelson	nelson	PROPN
awl-354	350	12	,	,	PUNCT
awl-354	350	13	l.	l.	PROPN
awl-354	350	14	(	(	PUNCT
awl-354	350	15	2016	2016	NUM
awl-354	350	16	)	)	PUNCT
awl-354	350	17	.	.	PUNCT
awl-354	351	1	gender	gender	NOUN
awl-354	351	2	in	in	ADP
awl-354	351	3	engineering	engineering	NOUN
awl-354	351	4	education	education	NOUN
awl-354	351	5	research	research	NOUN
awl-354	351	6	:	:	PUNCT
awl-354	351	7	a	a	DET
awl-354	351	8	content	content	NOUN
awl-354	351	9	analysis	analysis	NOUN
awl-354	351	10	of	of	ADP
awl-354	351	11	research	research	NOUN
awl-354	351	12	in	in	ADP
awl-354	351	13	jee	jee	PROPN
awl-354	351	14	,	,	PUNCT
awl-354	351	15	1998	1998	NUM
awl-354	351	16	-	-	SYM
awl-354	351	17	2012	2012	NUM
awl-354	351	18	.	.	PUNCT
awl-354	352	1	journal	journal	NOUN
awl-354	352	2	of	of	ADP
awl-354	352	3	engineering	engineering	NOUN
awl-354	352	4	education	education	NOUN
awl-354	352	5	,	,	PUNCT
awl-354	352	6	105(3	105(3	NUM
awl-354	352	7	)	)	PUNCT
awl-354	352	8	,	,	PUNCT
awl-354	352	9	508	508	NUM
awl-354	352	10	-	-	SYM
awl-354	352	11	528	528	NUM
awl-354	352	12	.	.	PUNCT
awl-354	353	1	https://doi.org/10.1002/jee.20128	https://doi.org/10.1002/jee.20128	NOUN
awl-354	353	2	psychogios	psychogio	NOUN
awl-354	353	3	,	,	PUNCT
awl-354	353	4	a.	a.	NOUN
awl-354	353	5	g.	g.	PROPN
awl-354	353	6	(	(	PUNCT
awl-354	353	7	2007	2007	NUM
awl-354	353	8	)	)	PUNCT
awl-354	353	9	.	.	PUNCT
awl-354	354	1	towards	towards	ADP
awl-354	354	2	the	the	DET
awl-354	354	3	transformational	transformational	ADJ
awl-354	354	4	leader	leader	NOUN
awl-354	354	5	:	:	PUNCT
awl-354	354	6	addressing	address	VERB
awl-354	354	7	women	woman	NOUN
awl-354	354	8	's	's	PART
awl-354	354	9	leadership	leadership	NOUN
awl-354	354	10	style	style	NOUN
awl-354	354	11	in	in	ADP
awl-354	354	12	modern	modern	ADJ
awl-354	354	13	business	business	NOUN
awl-354	354	14	management	management	NOUN
awl-354	354	15	.	.	PUNCT
awl-354	355	1	journal	journal	PROPN
awl-354	355	2	of	of	ADP
awl-354	355	3	business	business	PROPN
awl-354	355	4	&	&	CCONJ
awl-354	355	5	society	society	NOUN
awl-354	355	6	,	,	PUNCT
awl-354	355	7	20(1/2	20(1/2	ADJ
awl-354	355	8	)	)	PUNCT
awl-354	355	9	,	,	PUNCT
awl-354	355	10	169	169	NUM
awl-354	355	11	-	-	SYM
awl-354	355	12	180	180	NUM
awl-354	355	13	.	.	PUNCT
awl-354	355	14	rapa	rapa	PROPN
awl-354	355	15	,	,	PUNCT
awl-354	355	16	l.	l.	PROPN
awl-354	355	17	j.	j.	PROPN
awl-354	355	18	,	,	PUNCT
awl-354	355	19	diemer	diemer	NOUN
awl-354	355	20	,	,	PUNCT
awl-354	355	21	m.	m.	NOUN
awl-354	355	22	a.	a.	PROPN
awl-354	355	23	,	,	PUNCT
awl-354	355	24	&	&	CCONJ
awl-354	355	25	banaies	banaie	NOUN
awl-354	355	26	,	,	PUNCT
awl-354	355	27	j.	j.	PROPN
awl-354	355	28	(	(	PUNCT
awl-354	355	29	2018	2018	NUM
awl-354	355	30	)	)	PUNCT
awl-354	355	31	.	.	PUNCT
awl-354	356	1	critical	critical	ADJ
awl-354	356	2	action	action	NOUN
awl-354	356	3	as	as	ADP
awl-354	356	4	a	a	DET
awl-354	356	5	pathway	pathway	NOUN
awl-354	356	6	to	to	ADP
awl-354	356	7	social	social	ADJ
awl-354	356	8	mobility	mobility	NOUN
awl-354	356	9	among	among	ADP
awl-354	356	10	marginalized	marginalized	ADJ
awl-354	356	11	youth	youth	NOUN
awl-354	356	12	.	.	PUNCT
awl-354	357	1	developmental	developmental	ADJ
awl-354	357	2	psychology	psychology	NOUN
awl-354	357	3	,	,	PUNCT
awl-354	357	4	54(1	54(1	NUM
awl-354	357	5	)	)	PUNCT
awl-354	357	6	,	,	PUNCT
awl-354	357	7	127	127	NUM
awl-354	357	8	-	-	SYM
awl-354	357	9	137	137	NUM
awl-354	357	10	.	.	PUNCT
awl-354	358	1	https://doi.org/10.1037/dev0000414	https://doi.org/10.1037/dev0000414	NOUN
awl-354	358	2	reidsema	reidsema	NOUN
awl-354	358	3	,	,	PUNCT
awl-354	358	4	c.	c.	NOUN
awl-354	358	5	,	,	PUNCT
awl-354	358	6	hadgraft	hadgraft	PROPN
awl-354	358	7	,	,	PUNCT
awl-354	358	8	r.	r.	PROPN
awl-354	358	9	,	,	PUNCT
awl-354	358	10	cameron	cameron	PROPN
awl-354	358	11	,	,	PUNCT
awl-354	358	12	i.	i.	PROPN
awl-354	358	13	,	,	PUNCT
awl-354	358	14	&	&	CCONJ
awl-354	358	15	king	king	PROPN
awl-354	358	16	,	,	PUNCT
awl-354	358	17	r.	r.	PROPN
awl-354	358	18	(	(	PUNCT
awl-354	358	19	2013	2013	NUM
awl-354	358	20	)	)	PUNCT
awl-354	358	21	.	.	PUNCT
awl-354	359	1	change	change	NOUN
awl-354	359	2	strategies	strategy	NOUN
awl-354	359	3	for	for	ADP
awl-354	359	4	educational	educational	ADJ
awl-354	359	5	transformation	transformation	NOUN
awl-354	359	6	.	.	PUNCT
awl-354	360	1	australasian	australasian	ADJ
awl-354	360	2	journal	journal	NOUN
awl-354	360	3	of	of	ADP
awl-354	360	4	engineering	engineering	NOUN
awl-354	360	5	education	education	NOUN
awl-354	360	6	,	,	PUNCT
awl-354	360	7	19(2	19(2	NUM
awl-354	360	8	)	)	PUNCT
awl-354	360	9	,	,	PUNCT
awl-354	360	10	101	101	NUM
awl-354	360	11	-	-	SYM
awl-354	360	12	108	108	NUM
awl-354	360	13	.	.	PUNCT
awl-354	361	1	https://doi.org/10.7158/d12-008.2013.19.2	https://doi.org/10.7158/d12-008.2013.19.2	NOUN
awl-354	361	2	reuben	reuben	PROPN
awl-354	361	3	,	,	PUNCT
awl-354	361	4	e.	e.	PROPN
awl-354	361	5	,	,	PUNCT
awl-354	361	6	sapienza	sapienza	PROPN
awl-354	361	7	,	,	PUNCT
awl-354	361	8	p.	p.	PROPN
awl-354	361	9	,	,	PUNCT
awl-354	361	10	zingales	zingales	PROPN
awl-354	361	11	,	,	PUNCT
awl-354	361	12	l.	l.	PROPN
awl-354	361	13	(	(	PUNCT
awl-354	361	14	2014	2014	NUM
awl-354	361	15	)	)	PUNCT
awl-354	361	16	.	.	PUNCT
awl-354	362	1	how	how	SCONJ
awl-354	362	2	stereotypes	stereotype	NOUN
awl-354	362	3	impair	impair	VERB
awl-354	362	4	women	woman	NOUN
awl-354	362	5	’s	’s	PART
awl-354	362	6	careers	career	NOUN
awl-354	362	7	in	in	ADP
awl-354	362	8	science	science	NOUN
awl-354	362	9	.	.	PUNCT
awl-354	363	1	proceedings	proceeding	NOUN
awl-354	363	2	of	of	ADP
awl-354	363	3	the	the	DET
awl-354	363	4	national	national	PROPN
awl-354	363	5	academy	academy	PROPN
awl-354	363	6	of	of	ADP
awl-354	363	7	sciences	sciences	PROPN
awl-354	363	8	in	in	ADP
awl-354	363	9	the	the	DET
awl-354	363	10	united	united	PROPN
awl-354	363	11	states	states	PROPN
awl-354	363	12	,	,	PUNCT
awl-354	363	13	111(12	111(12	NUM
awl-354	363	14	)	)	PUNCT
awl-354	363	15	,	,	PUNCT
awl-354	363	16	4403	4403	NUM
awl-354	363	17	-	-	SYM
awl-354	363	18	4408	4408	NUM
awl-354	363	19	.	.	PUNCT
awl-354	364	1	riley	riley	NOUN
awl-354	364	2	,	,	PUNCT
awl-354	364	3	t.	t.	NOUN
awl-354	364	4	a.	a.	NOUN
awl-354	364	5	(	(	PUNCT
awl-354	364	6	2014	2014	NUM
awl-354	364	7	)	)	PUNCT
awl-354	364	8	.	.	PUNCT
awl-354	365	1	boys	boy	NOUN
awl-354	365	2	are	be	AUX
awl-354	365	3	like	like	ADP
awl-354	365	4	puppies	puppy	NOUN
awl-354	365	5	,	,	PUNCT
awl-354	365	6	girls	girl	NOUN
awl-354	365	7	aim	aim	VERB
awl-354	365	8	to	to	PART
awl-354	365	9	please	please	VERB
awl-354	365	10	:	:	PUNCT
awl-354	365	11	how	how	SCONJ
awl-354	365	12	teachers	teacher	NOUN
awl-354	365	13	'	'	PART
awl-354	365	14	gender	gender	NOUN
awl-354	365	15	stereotypes	stereotype	NOUN
awl-354	365	16	may	may	AUX
awl-354	365	17	influence	influence	VERB
awl-354	365	18	student	student	NOUN
awl-354	365	19	placement	placement	NOUN
awl-354	365	20	decisions	decision	NOUN
awl-354	365	21	and	and	CCONJ
awl-354	365	22	classroom	classroom	NOUN
awl-354	365	23	teaching	teaching	NOUN
awl-354	365	24	.	.	PUNCT
awl-354	366	1	alberta	alberta	PROPN
awl-354	366	2	journal	journal	PROPN
awl-354	366	3	of	of	ADP
awl-354	366	4	educational	educational	ADJ
awl-354	366	5	research	research	NOUN
awl-354	366	6	,	,	PUNCT
awl-354	366	7	60(1	60(1	NUM
awl-354	366	8	)	)	PUNCT
awl-354	366	9	,	,	PUNCT
awl-354	366	10	1	1	NUM
awl-354	366	11	-	-	SYM
awl-354	366	12	21	21	NUM
awl-354	366	13	.	.	PUNCT
awl-354	367	1	sekaquaptewa	sekaquaptewa	PROPN
awl-354	367	2	,	,	PUNCT
awl-354	367	3	d.	d.	PROPN
awl-354	367	4	(	(	PUNCT
awl-354	367	5	2011	2011	NUM
awl-354	367	6	)	)	PUNCT
awl-354	367	7	.	.	PUNCT
awl-354	368	1	discounting	discount	VERB
awl-354	368	2	their	their	PRON
awl-354	368	3	own	own	ADJ
awl-354	368	4	success	success	NOUN
awl-354	368	5	:	:	PUNCT
awl-354	368	6	a	a	DET
awl-354	368	7	case	case	NOUN
awl-354	368	8	for	for	ADP
awl-354	368	9	the	the	DET
awl-354	368	10	role	role	NOUN
awl-354	368	11	of	of	ADP
awl-354	368	12	implicit	implicit	ADJ
awl-354	368	13	stereotypic	stereotypic	ADJ
awl-354	368	14	attribution	attribution	NOUN
awl-354	368	15	bias	bias	NOUN
awl-354	368	16	in	in	ADP
awl-354	368	17	women	woman	NOUN
awl-354	368	18	's	's	PART
awl-354	368	19	stem	stem	NOUN
awl-354	368	20	outcomes	outcome	NOUN
awl-354	368	21	.	.	PUNCT
awl-354	369	1	psychological	psychological	ADJ
awl-354	369	2	inquiry	inquiry	NOUN
awl-354	369	3	,	,	PUNCT
awl-354	369	4	22(4	22(4	NUM
awl-354	369	5	)	)	PUNCT
awl-354	369	6	,	,	PUNCT
awl-354	369	7	291	291	NUM
awl-354	369	8	-	-	SYM
awl-354	369	9	295	295	NUM
awl-354	369	10	.	.	PUNCT
awl-354	370	1	https://doi.org/10.1080/1047840x.2011.624979	https://doi.org/10.1080/1047840x.2011.624979	PROPN
awl-354	370	2	selzer	selzer	PROPN
awl-354	370	3	,	,	PUNCT
awl-354	370	4	r.	r.	PROPN
awl-354	370	5	,	,	PUNCT
awl-354	370	6	howton	howton	PROPN
awl-354	370	7	,	,	PUNCT
awl-354	370	8	a.	a.	PROPN
awl-354	370	9	,	,	PUNCT
awl-354	370	10	&	&	CCONJ
awl-354	370	11	wallace	wallace	PROPN
awl-354	370	12	,	,	PUNCT
awl-354	370	13	f.	f.	PROPN
awl-354	370	14	(	(	PUNCT
awl-354	370	15	2017	2017	NUM
awl-354	370	16	)	)	PUNCT
awl-354	370	17	.	.	PUNCT
awl-354	371	1	rethinking	rethink	VERB
awl-354	371	2	women	woman	NOUN
awl-354	371	3	's	's	PART
awl-354	371	4	leadership	leadership	NOUN
awl-354	371	5	development	development	NOUN
awl-354	371	6	:	:	PUNCT
awl-354	371	7	voices	voice	NOUN
awl-354	371	8	from	from	ADP
awl-354	371	9	the	the	DET
awl-354	371	10	trenches	trench	NOUN
awl-354	371	11	.	.	PUNCT
awl-354	372	1	administrative	administrative	ADJ
awl-354	372	2	sciences	sciences	PROPN
awl-354	372	3	(	(	PUNCT
awl-354	372	4	2076	2076	NUM
awl-354	372	5	-	-	PUNCT
awl-354	372	6	3387	3387	NUM
awl-354	372	7	)	)	PUNCT
awl-354	372	8	,	,	PUNCT
awl-354	372	9	7(2	7(2	NUM
awl-354	372	10	)	)	PUNCT
awl-354	372	11	,	,	PUNCT
awl-354	372	12	120	120	NUM
awl-354	372	13	.	.	PUNCT
awl-354	373	1	https://doi.org/10.3390/admsci7020018	https://doi.org/10.3390/admsci7020018	NOUN
awl-354	373	2	shapiro	shapiro	PROPN
awl-354	373	3	,	,	PUNCT
awl-354	373	4	m.	m.	NOUN
awl-354	373	5	,	,	PUNCT
awl-354	373	6	grossman	grossman	PROPN
awl-354	373	7	,	,	PUNCT
awl-354	373	8	d.	d.	PROPN
awl-354	373	9	,	,	PUNCT
awl-354	373	10	carter	carter	PROPN
awl-354	373	11	,	,	PUNCT
awl-354	373	12	s.	s.	PROPN
awl-354	373	13	,	,	PUNCT
awl-354	373	14	martin	martin	PROPN
awl-354	373	15	,	,	PUNCT
awl-354	373	16	k.	k.	PROPN
awl-354	373	17	,	,	PUNCT
awl-354	373	18	deyton	deyton	PROPN
awl-354	373	19	,	,	PUNCT
awl-354	373	20	p.	p.	NOUN
awl-354	373	21	,	,	PUNCT
awl-354	373	22	&	&	CCONJ
awl-354	373	23	hammer	hammer	PROPN
awl-354	373	24	,	,	PUNCT
awl-354	373	25	d.	d.	PROPN
awl-354	373	26	(	(	PUNCT
awl-354	373	27	2015	2015	NUM
awl-354	373	28	)	)	PUNCT
awl-354	373	29	.	.	PUNCT
awl-354	374	1	middle	middle	ADJ
awl-354	374	2	school	school	NOUN
awl-354	374	3	girls	girl	NOUN
awl-354	374	4	and	and	CCONJ
awl-354	374	5	the	the	DET
awl-354	374	6	"	"	PUNCT
awl-354	374	7	leaky	leaky	ADJ
awl-354	374	8	pipeline	pipeline	NOUN
awl-354	374	9	"	"	PUNCT
awl-354	374	10	to	to	ADP
awl-354	374	11	leadership	leadership	VERB
awl-354	374	12	.	.	PUNCT
awl-354	375	1	middle	middle	ADJ
awl-354	375	2	school	school	NOUN
awl-354	375	3	journal	journal	NOUN
awl-354	375	4	,	,	PUNCT
awl-354	375	5	46(5	46(5	PROPN
awl-354	375	6	)	)	PUNCT
awl-354	375	7	,	,	PUNCT
awl-354	375	8	313	313	NUM
awl-354	375	9	.	.	PUNCT
awl-354	375	10	spielhagen	spielhagen	PROPN
awl-354	375	11	,	,	PUNCT
awl-354	375	12	f.	f.	PROPN
awl-354	375	13	r.	r.	PROPN
awl-354	375	14	(	(	PUNCT
awl-354	375	15	2008	2008	NUM
awl-354	375	16	)	)	PUNCT
awl-354	375	17	.	.	PUNCT
awl-354	376	1	having	have	VERB
awl-354	376	2	it	it	PRON
awl-354	376	3	our	our	PRON
awl-354	376	4	way	way	NOUN
awl-354	376	5	:	:	PUNCT
awl-354	376	6	students	student	NOUN
awl-354	376	7	speak	speak	VERB
awl-354	376	8	out	out	ADP
awl-354	376	9	on	on	ADP
awl-354	376	10	single	single	ADJ
awl-354	376	11	-	-	PUNCT
awl-354	376	12	sex	sex	NOUN
awl-354	376	13	classes	class	NOUN
awl-354	376	14	.	.	PUNCT
awl-354	377	1	in	in	ADP
awl-354	377	2	f.	f.	PROPN
awl-354	377	3	r.	r.	PROPN
awl-354	377	4	spielhagen	spielhagen	PROPN
awl-354	377	5	(	(	PUNCT
awl-354	377	6	ed	ed	NOUN
awl-354	377	7	.	.	PUNCT
awl-354	377	8	)	)	PUNCT
awl-354	377	9	,	,	PUNCT
awl-354	377	10	debating	debate	VERB
awl-354	377	11	single	single	ADJ
awl-354	377	12	-	-	PUNCT
awl-354	377	13	sex	sex	NOUN
awl-354	377	14	education	education	NOUN
awl-354	377	15	:	:	PUNCT
awl-354	377	16	separate	separate	ADJ
awl-354	377	17	and	and	CCONJ
awl-354	377	18	equal	equal	ADJ
awl-354	377	19	(	(	PUNCT
awl-354	377	20	pp	pp	ADJ
awl-354	377	21	.	.	PUNCT
awl-354	378	1	32	32	NUM
awl-354	378	2	-	-	SYM
awl-354	378	3	46	46	NUM
awl-354	378	4	)	)	PUNCT
awl-354	378	5	.	.	PUNCT
awl-354	379	1	baltimore	baltimore	PROPN
awl-354	379	2	,	,	PUNCT
awl-354	379	3	md	md	PROPN
awl-354	379	4	:	:	PUNCT
awl-354	379	5	rowan	rowan	PROPN
awl-354	379	6	&	&	CCONJ
awl-354	379	7	littlefield	littlefield	PROPN
awl-354	379	8	.	.	PUNCT
awl-354	380	1	stappenbelt	stappenbelt	PROPN
awl-354	380	2	,	,	PUNCT
awl-354	380	3	b.	b.	PROPN
awl-354	380	4	(	(	PUNCT
awl-354	380	5	2010	2010	NUM
awl-354	380	6	)	)	PUNCT
awl-354	380	7	.	.	PUNCT
awl-354	381	1	the	the	DET
awl-354	381	2	influence	influence	NOUN
awl-354	381	3	of	of	ADP
awl-354	381	4	action	action	NOUN
awl-354	381	5	learning	learn	VERB
awl-354	381	6	on	on	ADP
awl-354	381	7	student	student	NOUN
awl-354	381	8	perception	perception	NOUN
awl-354	381	9	and	and	CCONJ
awl-354	381	10	performance	performance	NOUN
awl-354	381	11	.	.	PUNCT
awl-354	382	1	australasian	australasian	ADJ
awl-354	382	2	journal	journal	NOUN
awl-354	382	3	of	of	ADP
awl-354	382	4	engineering	engineering	NOUN
awl-354	382	5	education	education	NOUN
awl-354	382	6	,	,	PUNCT
awl-354	382	7	16(1	16(1	NUM
awl-354	382	8	)	)	PUNCT
awl-354	382	9	,	,	PUNCT
awl-354	382	10	1	1	NUM
awl-354	382	11	-	-	SYM
awl-354	382	12	11	11	NUM
awl-354	382	13	.	.	PUNCT
awl-354	383	1	szelényi	szelényi	PROPN
awl-354	383	2	,	,	PUNCT
awl-354	383	3	k.	k.	PROPN
awl-354	383	4	,	,	PUNCT
awl-354	383	5	denson	denson	PROPN
awl-354	383	6	,	,	PUNCT
awl-354	383	7	n.	n.	PROPN
awl-354	383	8	,	,	PUNCT
awl-354	383	9	&	&	CCONJ
awl-354	383	10	inkelas	inkelas	PROPN
awl-354	383	11	,	,	PUNCT
awl-354	383	12	k.	k.	PROPN
awl-354	383	13	(	(	PUNCT
awl-354	383	14	2013	2013	NUM
awl-354	383	15	)	)	PUNCT
awl-354	383	16	.	.	PUNCT
awl-354	384	1	women	woman	NOUN
awl-354	384	2	in	in	ADP
awl-354	384	3	stem	stem	NOUN
awl-354	384	4	majors	major	NOUN
awl-354	384	5	and	and	CCONJ
awl-354	384	6	professional	professional	ADJ
awl-354	384	7	outcome	outcome	NOUN
awl-354	384	8	expectations	expectation	NOUN
awl-354	384	9	:	:	PUNCT
awl-354	384	10	the	the	DET
awl-354	384	11	role	role	NOUN
awl-354	384	12	of	of	ADP
awl-354	384	13	living	live	VERB
awl-354	384	14	-	-	PUNCT
awl-354	384	15	learning	learn	VERB
awl-354	384	16	programs	program	NOUN
awl-354	384	17	and	and	CCONJ
awl-354	384	18	other	other	ADJ
awl-354	384	19	college	college	NOUN
awl-354	384	20	environments	environment	NOUN
awl-354	384	21	.	.	PUNCT
awl-354	385	1	research	research	NOUN
awl-354	385	2	in	in	ADP
awl-354	385	3	higher	high	ADJ
awl-354	385	4	education	education	NOUN
awl-354	385	5	,	,	PUNCT
awl-354	385	6	54(8	54(8	NUM
awl-354	385	7	)	)	PUNCT
awl-354	385	8	,	,	PUNCT
awl-354	385	9	851873	851873	NUM
awl-354	385	10	.	.	PUNCT
awl-354	386	1	tajlili	tajlili	PROPN
awl-354	386	2	,	,	PUNCT
awl-354	386	3	m.	m.	PROPN
awl-354	386	4	h.	h.	PROPN
awl-354	386	5	(	(	PUNCT
awl-354	386	6	2014	2014	NUM
awl-354	386	7	)	)	PUNCT
awl-354	386	8	.	.	PUNCT
awl-354	387	1	a	a	DET
awl-354	387	2	framework	framework	NOUN
awl-354	387	3	for	for	ADP
awl-354	387	4	promoting	promote	VERB
awl-354	387	5	women	woman	NOUN
awl-354	387	6	's	's	PART
awl-354	387	7	career	career	NOUN
awl-354	387	8	intentionality	intentionality	NOUN
awl-354	387	9	and	and	CCONJ
awl-354	387	10	work	work	NOUN
awl-354	387	11	-	-	PUNCT
awl-354	387	12	life	life	NOUN
awl-354	387	13	integration	integration	NOUN
awl-354	387	14	.	.	PUNCT
awl-354	388	1	career	career	NOUN
awl-354	388	2	development	development	NOUN
awl-354	388	3	quarterly	quarterly	ADV
awl-354	388	4	,	,	PUNCT
awl-354	388	5	62(3	62(3	NOUN
awl-354	388	6	)	)	PUNCT
awl-354	388	7	,	,	PUNCT
awl-354	388	8	254	254	NUM
awl-354	388	9	-	-	SYM
awl-354	388	10	267	267	NUM
awl-354	388	11	.	.	PUNCT
awl-354	389	1	https://doi.org/10.1002/j.2161-0045.2014.00083.x	https://doi.org/10.1002/j.2161-0045.2014.00083.x	PROPN
awl-354	389	2	valian	valian	ADJ
awl-354	389	3	,	,	PUNCT
awl-354	389	4	v.	v.	PROPN
awl-354	389	5	(	(	PUNCT
awl-354	389	6	1999	1999	NUM
awl-354	389	7	)	)	PUNCT
awl-354	389	8	.	.	PUNCT
awl-354	390	1	why	why	SCONJ
awl-354	390	2	so	so	ADV
awl-354	390	3	slow	slow	ADJ
awl-354	390	4	?	?	PUNCT
awl-354	391	1	the	the	DET
awl-354	391	2	advancement	advancement	NOUN
awl-354	391	3	of	of	ADP
awl-354	391	4	women	woman	NOUN
awl-354	391	5	.	.	PUNCT
awl-354	392	1	cambridge	cambridge	PROPN
awl-354	392	2	ma	ma	PROPN
awl-354	392	3	:	:	PUNCT
awl-354	392	4	mit	mit	PROPN
awl-354	392	5	press	press	NOUN
awl-354	392	6	.	.	PUNCT
awl-354	393	1	vela	vela	PROPN
awl-354	393	2	,	,	PUNCT
awl-354	393	3	b.	b.	PROPN
awl-354	393	4	,	,	PUNCT
awl-354	393	5	cáceres	cácere	NOUN
awl-354	393	6	,	,	PUNCT
awl-354	393	7	p.	p.	NOUN
awl-354	393	8	,	,	PUNCT
awl-354	393	9	&	&	CCONJ
awl-354	393	10	cavero	cavero	PROPN
awl-354	393	11	,	,	PUNCT
awl-354	393	12	j.	j.	PROPN
awl-354	393	13	m.	m.	PROPN
awl-354	393	14	(	(	PUNCT
awl-354	393	15	2012	2012	NUM
awl-354	393	16	)	)	PUNCT
awl-354	393	17	.	.	PUNCT
awl-354	394	1	participation	participation	NOUN
awl-354	394	2	of	of	ADP
awl-354	394	3	women	woman	NOUN
awl-354	394	4	in	in	ADP
awl-354	394	5	software	software	NOUN
awl-354	394	6	engineering	engineering	NOUN
awl-354	394	7	publications	publication	NOUN
awl-354	394	8	.	.	PUNCT
awl-354	395	1	scientometrics	scientometric	NOUN
awl-354	395	2	,	,	PUNCT
awl-354	395	3	93(3	93(3	NUM
awl-354	395	4	)	)	PUNCT
awl-354	395	5	,	,	PUNCT
awl-354	395	6	661	661	NUM
awl-354	395	7	-	-	SYM
awl-354	395	8	679	679	NUM
awl-354	395	9	.	.	PUNCT
awl-354	396	1	wang	wang	PROPN
awl-354	396	2	,	,	PUNCT
awl-354	396	3	m.	m.	NOUN
awl-354	396	4	&	&	CCONJ
awl-354	396	5	degol	degol	PROPN
awl-354	396	6	,	,	PUNCT
awl-354	396	7	j.	j.	PROPN
awl-354	396	8	(	(	PUNCT
awl-354	396	9	2017	2017	NUM
awl-354	396	10	)	)	PUNCT
awl-354	396	11	.	.	PUNCT
awl-354	397	1	gender	gender	NOUN
awl-354	397	2	gap	gap	NOUN
awl-354	397	3	in	in	ADP
awl-354	397	4	science	science	NOUN
awl-354	397	5	,	,	PUNCT
awl-354	397	6	technology	technology	NOUN
awl-354	397	7	,	,	PUNCT
awl-354	397	8	engineering	engineering	NOUN
awl-354	397	9	,	,	PUNCT
awl-354	397	10	and	and	CCONJ
awl-354	397	11	mathematics	mathematic	NOUN
awl-354	397	12	(	(	PUNCT
awl-354	397	13	stem	stem	NOUN
awl-354	397	14	):	):	PUNCT
awl-354	397	15	current	current	ADJ
awl-354	397	16	knowledge	knowledge	NOUN
awl-354	397	17	,	,	PUNCT
awl-354	397	18	implications	implication	NOUN
awl-354	397	19	for	for	ADP
awl-354	397	20	practice	practice	NOUN
awl-354	397	21	,	,	PUNCT
awl-354	397	22	policy	policy	NOUN
awl-354	397	23	,	,	PUNCT
awl-354	397	24	and	and	CCONJ
awl-354	397	25	future	future	ADJ
awl-354	397	26	directions	direction	NOUN
awl-354	397	27	.	.	PUNCT
awl-354	398	1	educational	educational	ADJ
awl-354	398	2	psychology	psychology	NOUN
awl-354	398	3	review	review	PROPN
awl-354	398	4	,	,	PUNCT
awl-354	398	5	29(1	29(1	NUM
awl-354	398	6	)	)	PUNCT
awl-354	398	7	,	,	PUNCT
awl-354	398	8	119	119	NUM
awl-354	398	9	-	-	SYM
awl-354	398	10	140	140	NUM
awl-354	398	11	.	.	PUNCT
awl-354	399	1	https://doi.org/10.1007/s10648-015-9355-x	https://doi.org/10.1007/s10648-015-9355-x	ADJ
awl-354	399	2	watts	watt	NOUN
awl-354	399	3	,	,	PUNCT
awl-354	399	4	m.	m.	NOUN
awl-354	399	5	,	,	PUNCT
awl-354	399	6	&	&	CCONJ
awl-354	399	7	corrie	corrie	PROPN
awl-354	399	8	,	,	PUNCT
awl-354	399	9	s.	s.	PROPN
awl-354	399	10	(	(	PUNCT
awl-354	399	11	2013	2013	NUM
awl-354	399	12	)	)	PUNCT
awl-354	399	13	.	.	PUNCT
awl-354	400	1	growing	grow	VERB
awl-354	400	2	the	the	DET
awl-354	400	3	'	'	PUNCT
awl-354	400	4	i	i	PRON
awl-354	400	5	'	'	PUNCT
awl-354	400	6	and	and	CCONJ
awl-354	400	7	the	the	DET
awl-354	400	8	'	'	PUNCT
awl-354	400	9	we	we	PRON
awl-354	400	10	'	'	PUNCT
awl-354	400	11	in	in	ADP
awl-354	400	12	transformational	transformational	ADJ
awl-354	400	13	leadership	leadership	NOUN
awl-354	400	14	:	:	PUNCT
awl-354	400	15	the	the	DET
awl-354	400	16	lead	lead	NOUN
awl-354	400	17	,	,	PUNCT
awl-354	400	18	learn	learn	VERB
awl-354	400	19	&	&	CCONJ
awl-354	400	20	grow	grow	VERB
awl-354	400	21	model	model	NOUN
awl-354	400	22	.	.	PUNCT
awl-354	401	1	coaching	coaching	NOUN
awl-354	401	2	psychologist	psychologist	NOUN
awl-354	401	3	,	,	PUNCT
awl-354	401	4	9(2	9(2	NUM
awl-354	401	5	)	)	PUNCT
awl-354	401	6	,	,	PUNCT
awl-354	401	7	86	86	NUM
awl-354	401	8	-	-	SYM
awl-354	401	9	99	99	NUM
awl-354	401	10	.	.	PUNCT
awl-354	402	1	zafar	zafar	PROPN
awl-354	402	2	,	,	PUNCT
awl-354	402	3	b.	b.	PROPN
awl-354	402	4	(	(	PUNCT
awl-354	402	5	2013	2013	NUM
awl-354	402	6	)	)	PUNCT
awl-354	402	7	.	.	PUNCT
awl-354	403	1	college	college	NOUN
awl-354	403	2	major	major	ADJ
awl-354	403	3	choice	choice	NOUN
awl-354	403	4	and	and	CCONJ
awl-354	403	5	the	the	DET
awl-354	403	6	gender	gender	NOUN
awl-354	403	7	gap	gap	NOUN
awl-354	403	8	.	.	PUNCT
awl-354	404	1	journal	journal	PROPN
awl-354	404	2	of	of	ADP
awl-354	404	3	human	human	ADJ
awl-354	404	4	resources	resource	NOUN
awl-354	404	5	,	,	PUNCT
awl-354	404	6	48(3	48(3	NOUN
awl-354	404	7	)	)	PUNCT
awl-354	404	8	,	,	PUNCT
awl-354	404	9	545	545	NUM
awl-354	404	10	-	-	SYM
awl-354	404	11	595	595	NUM
awl-354	404	12	.	.	PUNCT
awl-354	405	1	zamudio	zamudio	NOUN
awl-354	405	2	,	,	PUNCT
awl-354	405	3	m.	m.	NOUN
awl-354	405	4	,	,	PUNCT
awl-354	405	5	rios	rios	PROPN
awl-354	405	6	,	,	PUNCT
awl-354	405	7	f.	f.	PROPN
awl-354	405	8	,	,	PUNCT
awl-354	405	9	&	&	CCONJ
awl-354	405	10	jaime	jaime	PROPN
awl-354	405	11	,	,	PUNCT
awl-354	405	12	a.	a.	NOUN
awl-354	405	13	m.	m.	NOUN
awl-354	405	14	(	(	PUNCT
awl-354	405	15	2008	2008	NUM
awl-354	405	16	)	)	PUNCT
awl-354	405	17	.	.	PUNCT
awl-354	406	1	thinking	think	VERB
awl-354	406	2	critically	critically	ADV
awl-354	406	3	about	about	ADP
awl-354	406	4	difference	difference	NOUN
awl-354	406	5	:	:	PUNCT
awl-354	406	6	analytical	analytical	ADJ
awl-354	406	7	tools	tool	NOUN
awl-354	406	8	for	for	ADP
awl-354	406	9	the	the	DET
awl-354	406	10	21st	21st	ADJ
awl-354	406	11	century	century	NOUN
awl-354	406	12	.	.	PUNCT
awl-354	407	1	equity	equity	PROPN
awl-354	407	2	&	&	CCONJ
awl-354	407	3	excellence	excellence	PROPN
awl-354	407	4	in	in	ADP
awl-354	407	5	education	education	NOUN
awl-354	407	6	,	,	PUNCT
awl-354	407	7	41(2	41(2	NUM
awl-354	407	8	)	)	PUNCT
awl-354	407	9	,	,	PUNCT
awl-354	407	10	215229	215229	NUM
awl-354	407	11	.	.	PUNCT
awl-354	408	1	https://doi.org/10.1080/10665680801957378	https://doi.org/10.1080/10665680801957378	PRON